warning: commands will be executed using /bin/sh
job 2519 at Fri Mar 28 13:27:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140224/YutaMouse20-140224/YutaMouse20-140224
ElecNo	1
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 4037800 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1345933 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 70578 members 
Mstep: Class 3 contains 70941 members 
Mstep: Class 4 contains 70621 members 
Mstep: Class 5 contains 71094 members 
Mstep: Class 6 contains 70753 members 
Mstep: Class 7 contains 71174 members 
Mstep: Class 8 contains 70551 members 
Mstep: Class 9 contains 70830 members 
Mstep: Class 10 contains 70654 members 
Mstep: Class 11 contains 70807 members 
Mstep: Class 12 contains 70755 members 
Mstep: Class 13 contains 71219 members 
Mstep: Class 14 contains 70656 members 
Mstep: Class 15 contains 70632 members 
Mstep: Class 16 contains 71442 members 
Mstep: Class 17 contains 70622 members 
Mstep: Class 18 contains 70910 members 
Mstep: Class 19 contains 70701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 870.466187 but Gain 3499.921875
Score: -150087248.000000 Penalty: 62998.640625
Iteration 0F: 19 clusters Score -1.500872e+08 nChanged 1269731
Entering Unmasked Mstep 
Mstep: Class 0 contains 1391 members 
Mstep: Class 1 contains 207839 members 
Mstep: Class 2 contains 50237 members 
Mstep: Class 3 contains 19566 members 
Mstep: Class 4 contains 94997 members 
Mstep: Class 5 contains 47268 members 
Mstep: Class 6 contains 19879 members 
Mstep: Class 7 contains 29983 members 
Mstep: Class 8 contains 56443 members 
Mstep: Class 9 contains 33423 members 
Mstep: Class 10 contains 130934 members 
Mstep: Class 11 contains 145073 members 
Mstep: Class 12 contains 34447 members 
Mstep: Class 13 contains 37233 members 
Mstep: Class 14 contains 64445 members 
Mstep: Class 15 contains 64248 members 
Mstep: Class 16 contains 41321 members 
Mstep: Class 17 contains 124595 members 
Mstep: Class 19 contains 142611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153631168.000000 Penalty: 62998.640625
Iteration 1F: 19 clusters Score -1.536312e+08 nChanged 514025
Entering Unmasked Mstep 
Mstep: Class 0 contains 634 members 
Mstep: Class 1 contains 257712 members 
Mstep: Class 2 contains 48403 members 
Mstep: Class 3 contains 13492 members 
Mstep: Class 4 contains 112329 members 
Mstep: Class 5 contains 46339 members 
Mstep: Class 6 contains 14657 members 
Mstep: Class 7 contains 14548 members 
Mstep: Class 8 contains 52831 members 
Mstep: Class 9 contains 27521 members 
Mstep: Class 10 contains 105508 members 
Mstep: Class 11 contains 139001 members 
Mstep: Class 12 contains 26131 members 
Mstep: Class 13 contains 15071 members 
Mstep: Class 14 contains 63501 members 
Mstep: Class 15 contains 69732 members 
Mstep: Class 16 contains 45228 members 
Mstep: Class 17 contains 119670 members 
Mstep: Class 19 contains 173625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154555696.000000 Penalty: 62998.640625
Iteration 2F: 19 clusters Score -1.545557e+08 nChanged 372959
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 258283 members 
Mstep: Class 2 contains 48989 members 
Mstep: Class 3 contains 8324 members 
Mstep: Class 4 contains 129065 members 
Mstep: Class 5 contains 46251 members 
Mstep: Class 6 contains 14409 members 
Mstep: Class 7 contains 8346 members 
Mstep: Class 8 contains 45568 members 
Mstep: Class 9 contains 24064 members 
Mstep: Class 10 contains 80972 members 
Mstep: Class 11 contains 135641 members 
Mstep: Class 12 contains 21407 members 
Mstep: Class 13 contains 5659 members 
Mstep: Class 14 contains 66879 members 
Mstep: Class 15 contains 77415 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 118276 members 
Mstep: Class 19 contains 209690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155027120.000000 Penalty: 62998.640625
Iteration 3F: 19 clusters Score -1.550271e+08 nChanged 271564
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 222581 members 
Mstep: Class 2 contains 50898 members 
Mstep: Class 3 contains 3742 members 
Mstep: Class 4 contains 157166 members 
Mstep: Class 5 contains 45731 members 
Mstep: Class 6 contains 16541 members 
Mstep: Class 7 contains 5981 members 
Mstep: Class 8 contains 39134 members 
Mstep: Class 9 contains 21271 members 
Mstep: Class 10 contains 65944 members 
Mstep: Class 11 contains 133198 members 
Mstep: Class 12 contains 18733 members 
Mstep: Class 13 contains 4985 members 
Mstep: Class 14 contains 72261 members 
Mstep: Class 15 contains 85880 members 
Mstep: Class 16 contains 43644 members 
Mstep: Class 17 contains 117733 members 
Mstep: Class 19 contains 240414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155324016.000000 Penalty: 62998.640625
Iteration 4F: 19 clusters Score -1.55324e+08 nChanged 211651
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 193120 members 
Mstep: Class 2 contains 52743 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 192587 members 
Mstep: Class 5 contains 45409 members 
Mstep: Class 6 contains 18879 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 33360 members 
Mstep: Class 9 contains 18136 members 
Mstep: Class 10 contains 51545 members 
Mstep: Class 11 contains 130181 members 
Mstep: Class 12 contains 16183 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 74823 members 
Mstep: Class 15 contains 92877 members 
Mstep: Class 16 contains 41652 members 
Mstep: Class 17 contains 116816 members 
Mstep: Class 19 contains 254633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155506464.000000 Penalty: 62998.640625
Iteration 5F: 19 clusters Score -1.555065e+08 nChanged 161247
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 177860 members 
Mstep: Class 2 contains 54772 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 223645 members 
Mstep: Class 5 contains 45785 members 
Mstep: Class 6 contains 20576 members 
Mstep: Class 7 contains 5685 members 
Mstep: Class 8 contains 27904 members 
Mstep: Class 9 contains 15599 members 
Mstep: Class 10 contains 38798 members 
Mstep: Class 11 contains 126861 members 
Mstep: Class 12 contains 14529 members 
Mstep: Class 13 contains 5129 members 
Mstep: Class 14 contains 76160 members 
Mstep: Class 15 contains 99846 members 
Mstep: Class 16 contains 40646 members 
Mstep: Class 17 contains 114354 members 
Mstep: Class 19 contains 255336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155605344.000000 Penalty: 62998.640625
Iteration 6F: 19 clusters Score -1.556053e+08 nChanged 119213
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 173275 members 
Mstep: Class 2 contains 57123 members 
Mstep: Class 3 contains 2567 members 
Mstep: Class 4 contains 243902 members 
Mstep: Class 5 contains 46626 members 
Mstep: Class 6 contains 21814 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 23012 members 
Mstep: Class 9 contains 13616 members 
Mstep: Class 10 contains 29597 members 
Mstep: Class 11 contains 123109 members 
Mstep: Class 12 contains 13761 members 
Mstep: Class 13 contains 5220 members 
Mstep: Class 14 contains 76885 members 
Mstep: Class 15 contains 106798 members 
Mstep: Class 16 contains 40503 members 
Mstep: Class 17 contains 110211 members 
Mstep: Class 19 contains 251446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666016.000000 Penalty: 62998.640625
Iteration 7F: 19 clusters Score -1.55666e+08 nChanged 88500
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 175440 members 
Mstep: Class 2 contains 59900 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 255473 members 
Mstep: Class 5 contains 47348 members 
Mstep: Class 6 contains 22771 members 
Mstep: Class 7 contains 7396 members 
Mstep: Class 8 contains 18982 members 
Mstep: Class 9 contains 12050 members 
Mstep: Class 10 contains 23194 members 
Mstep: Class 11 contains 119044 members 
Mstep: Class 12 contains 13536 members 
Mstep: Class 13 contains 5330 members 
Mstep: Class 14 contains 77101 members 
Mstep: Class 15 contains 112719 members 
Mstep: Class 16 contains 40711 members 
Mstep: Class 17 contains 105595 members 
Mstep: Class 19 contains 246553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155708496.000000 Penalty: 62998.640625
Iteration 8F: 19 clusters Score -1.557085e+08 nChanged 67817
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 178878 members 
Mstep: Class 2 contains 63025 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 4 contains 262287 members 
Mstep: Class 5 contains 47854 members 
Mstep: Class 6 contains 23526 members 
Mstep: Class 7 contains 8544 members 
Mstep: Class 8 contains 15699 members 
Mstep: Class 9 contains 10888 members 
Mstep: Class 10 contains 18859 members 
Mstep: Class 11 contains 115014 members 
Mstep: Class 12 contains 13544 members 
Mstep: Class 13 contains 5407 members 
Mstep: Class 14 contains 77272 members 
Mstep: Class 15 contains 117811 members 
Mstep: Class 16 contains 40973 members 
Mstep: Class 17 contains 101641 members 
Mstep: Class 19 contains 241644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155739520.000000 Penalty: 62998.640625
Iteration 9F: 19 clusters Score -1.557395e+08 nChanged 54258
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 181983 members 
Mstep: Class 2 contains 66471 members 
Mstep: Class 3 contains 3339 members 
Mstep: Class 4 contains 266219 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 23987 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 10200 members 
Mstep: Class 10 contains 16209 members 
Mstep: Class 11 contains 111131 members 
Mstep: Class 12 contains 13753 members 
Mstep: Class 13 contains 5511 members 
Mstep: Class 14 contains 77403 members 
Mstep: Class 15 contains 122468 members 
Mstep: Class 16 contains 41134 members 
Mstep: Class 17 contains 98463 members 
Mstep: Class 19 contains 236788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155763904.000000 Penalty: 62998.640625
Iteration 10Q: 19 clusters Score -1.557639e+08 nChanged 45666
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 184706 members 
Mstep: Class 2 contains 69772 members 
Mstep: Class 3 contains 3696 members 
Mstep: Class 4 contains 268346 members 
Mstep: Class 5 contains 47993 members 
Mstep: Class 6 contains 24151 members 
Mstep: Class 7 contains 11250 members 
Mstep: Class 8 contains 10595 members 
Mstep: Class 9 contains 9835 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 107434 members 
Mstep: Class 12 contains 14128 members 
Mstep: Class 13 contains 5572 members 
Mstep: Class 14 contains 77660 members 
Mstep: Class 15 contains 126699 members 
Mstep: Class 16 contains 41228 members 
Mstep: Class 17 contains 96174 members 
Mstep: Class 19 contains 231923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155782768.000000 Penalty: 62998.640625
Iteration 11Q: 19 clusters Score -1.557828e+08 nChanged 39909
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 186811 members 
Mstep: Class 2 contains 72952 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 269454 members 
Mstep: Class 5 contains 47771 members 
Mstep: Class 6 contains 24011 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 8555 members 
Mstep: Class 9 contains 9697 members 
Mstep: Class 10 contains 14078 members 
Mstep: Class 11 contains 103907 members 
Mstep: Class 12 contains 14597 members 
Mstep: Class 13 contains 5602 members 
Mstep: Class 14 contains 77780 members 
Mstep: Class 15 contains 130680 members 
Mstep: Class 16 contains 41312 members 
Mstep: Class 17 contains 94568 members 
Mstep: Class 19 contains 227342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155800000.000000 Penalty: 62998.640625
Iteration 12Q: 19 clusters Score -1.558e+08 nChanged 35709
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 188171 members 
Mstep: Class 2 contains 76021 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 269862 members 
Mstep: Class 5 contains 47379 members 
Mstep: Class 6 contains 23598 members 
Mstep: Class 7 contains 14319 members 
Mstep: Class 8 contains 6894 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 14022 members 
Mstep: Class 11 contains 100739 members 
Mstep: Class 12 contains 15095 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 77786 members 
Mstep: Class 15 contains 134525 members 
Mstep: Class 16 contains 41367 members 
Mstep: Class 17 contains 93489 members 
Mstep: Class 19 contains 222976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155815696.000000 Penalty: 62998.640625
Iteration 13Q: 19 clusters Score -1.558157e+08 nChanged 32485
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 189035 members 
Mstep: Class 2 contains 78832 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 270041 members 
Mstep: Class 5 contains 46819 members 
Mstep: Class 6 contains 22898 members 
Mstep: Class 7 contains 15855 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 9794 members 
Mstep: Class 10 contains 14490 members 
Mstep: Class 11 contains 97756 members 
Mstep: Class 12 contains 15532 members 
Mstep: Class 13 contains 5621 members 
Mstep: Class 14 contains 77698 members 
Mstep: Class 15 contains 138318 members 
Mstep: Class 16 contains 41436 members 
Mstep: Class 17 contains 92483 members 
Mstep: Class 19 contains 219089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155828928.000000 Penalty: 62998.640625
Iteration 14Q: 19 clusters Score -1.558289e+08 nChanged 29515
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 189312 members 
Mstep: Class 2 contains 81456 members 
Mstep: Class 3 contains 4735 members 
Mstep: Class 4 contains 270015 members 
Mstep: Class 5 contains 46176 members 
Mstep: Class 6 contains 22114 members 
Mstep: Class 7 contains 17404 members 
Mstep: Class 8 contains 4633 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 15309 members 
Mstep: Class 11 contains 94942 members 
Mstep: Class 12 contains 15867 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 77472 members 
Mstep: Class 15 contains 141996 members 
Mstep: Class 16 contains 41540 members 
Mstep: Class 17 contains 91411 members 
Mstep: Class 19 contains 215893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155840624.000000 Penalty: 62998.640625
Iteration 15Q: 19 clusters Score -1.558406e+08 nChanged 26599
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 188802 members 
Mstep: Class 2 contains 83826 members 
Mstep: Class 3 contains 4781 members 
Mstep: Class 4 contains 269831 members 
Mstep: Class 5 contains 45420 members 
Mstep: Class 6 contains 21439 members 
Mstep: Class 7 contains 18961 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 10240 members 
Mstep: Class 10 contains 16309 members 
Mstep: Class 11 contains 92338 members 
Mstep: Class 12 contains 16132 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 77258 members 
Mstep: Class 15 contains 145754 members 
Mstep: Class 16 contains 41667 members 
Mstep: Class 17 contains 90278 members 
Mstep: Class 19 contains 213286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155850448.000000 Penalty: 62998.640625
Iteration 16Q: 19 clusters Score -1.558504e+08 nChanged 23878
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 187568 members 
Mstep: Class 2 contains 85920 members 
Mstep: Class 3 contains 4789 members 
Mstep: Class 4 contains 269446 members 
Mstep: Class 5 contains 44666 members 
Mstep: Class 6 contains 21021 members 
Mstep: Class 7 contains 20493 members 
Mstep: Class 8 contains 3557 members 
Mstep: Class 9 contains 10504 members 
Mstep: Class 10 contains 17363 members 
Mstep: Class 11 contains 89860 members 
Mstep: Class 12 contains 16332 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 76972 members 
Mstep: Class 15 contains 149779 members 
Mstep: Class 16 contains 41828 members 
Mstep: Class 17 contains 89036 members 
Mstep: Class 19 contains 211148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155858976.000000 Penalty: 62998.640625
Iteration 17Q: 19 clusters Score -1.55859e+08 nChanged 21567
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 186112 members 
Mstep: Class 2 contains 87665 members 
Mstep: Class 3 contains 4781 members 
Mstep: Class 4 contains 268797 members 
Mstep: Class 5 contains 43858 members 
Mstep: Class 6 contains 20824 members 
Mstep: Class 7 contains 21929 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 10852 members 
Mstep: Class 10 contains 18356 members 
Mstep: Class 11 contains 87454 members 
Mstep: Class 12 contains 16541 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 76660 members 
Mstep: Class 15 contains 153938 members 
Mstep: Class 16 contains 42018 members 
Mstep: Class 17 contains 87632 members 
Mstep: Class 19 contains 209535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155866592.000000 Penalty: 62998.640625
Iteration 18Q: 19 clusters Score -1.558666e+08 nChanged 19975
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 184606 members 
Mstep: Class 2 contains 89098 members 
Mstep: Class 3 contains 4767 members 
Mstep: Class 4 contains 267984 members 
Mstep: Class 5 contains 43107 members 
Mstep: Class 6 contains 20749 members 
Mstep: Class 7 contains 23279 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 11167 members 
Mstep: Class 10 contains 19395 members 
Mstep: Class 11 contains 85061 members 
Mstep: Class 12 contains 16754 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 76320 members 
Mstep: Class 15 contains 158267 members 
Mstep: Class 16 contains 42249 members 
Mstep: Class 17 contains 86093 members 
Mstep: Class 19 contains 208144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155873040.000000 Penalty: 62998.640625
Iteration 19Q: 19 clusters Score -1.55873e+08 nChanged 18747
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 183493 members 
Mstep: Class 2 contains 90210 members 
Mstep: Class 3 contains 4769 members 
Mstep: Class 4 contains 267166 members 
Mstep: Class 5 contains 42327 members 
Mstep: Class 6 contains 20719 members 
Mstep: Class 7 contains 24415 members 
Mstep: Class 8 contains 3211 members 
Mstep: Class 9 contains 11524 members 
Mstep: Class 10 contains 20256 members 
Mstep: Class 11 contains 82654 members 
Mstep: Class 12 contains 17040 members 
Mstep: Class 13 contains 5626 members 
Mstep: Class 14 contains 75981 members 
Mstep: Class 15 contains 162678 members 
Mstep: Class 16 contains 42567 members 
Mstep: Class 17 contains 84334 members 
Mstep: Class 19 contains 206930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155879744.000000 Penalty: 62998.640625
Iteration 20F: 19 clusters Score -1.558797e+08 nChanged 18829
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 182437 members 
Mstep: Class 2 contains 91052 members 
Mstep: Class 3 contains 5290 members 
Mstep: Class 4 contains 266304 members 
Mstep: Class 5 contains 41361 members 
Mstep: Class 6 contains 20674 members 
Mstep: Class 7 contains 25568 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 11797 members 
Mstep: Class 10 contains 21148 members 
Mstep: Class 11 contains 80128 members 
Mstep: Class 12 contains 17375 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 75641 members 
Mstep: Class 15 contains 167024 members 
Mstep: Class 16 contains 42940 members 
Mstep: Class 17 contains 82411 members 
Mstep: Class 19 contains 205668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155885248.000000 Penalty: 62998.640625
Iteration 21Q: 19 clusters Score -1.558852e+08 nChanged 18583
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 181659 members 
Mstep: Class 2 contains 91599 members 
Mstep: Class 3 contains 5581 members 
Mstep: Class 4 contains 265419 members 
Mstep: Class 5 contains 40454 members 
Mstep: Class 6 contains 20653 members 
Mstep: Class 7 contains 26661 members 
Mstep: Class 8 contains 3669 members 
Mstep: Class 9 contains 12061 members 
Mstep: Class 10 contains 21995 members 
Mstep: Class 11 contains 77635 members 
Mstep: Class 12 contains 17827 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 14 contains 75363 members 
Mstep: Class 15 contains 171274 members 
Mstep: Class 16 contains 43344 members 
Mstep: Class 17 contains 80456 members 
Mstep: Class 19 contains 204635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155889344.000000 Penalty: 62998.640625
Iteration 22Q: 19 clusters Score -1.558893e+08 nChanged 17780
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 181125 members 
Mstep: Class 2 contains 91911 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 264586 members 
Mstep: Class 5 contains 39647 members 
Mstep: Class 6 contains 20651 members 
Mstep: Class 7 contains 27681 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 12335 members 
Mstep: Class 10 contains 22811 members 
Mstep: Class 11 contains 75216 members 
Mstep: Class 12 contains 18393 members 
Mstep: Class 13 contains 5614 members 
Mstep: Class 14 contains 75125 members 
Mstep: Class 15 contains 175281 members 
Mstep: Class 16 contains 43814 members 
Mstep: Class 17 contains 78362 members 
Mstep: Class 19 contains 203728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155893280.000000 Penalty: 62998.640625
Iteration 23Q: 19 clusters Score -1.558933e+08 nChanged 17653
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 180698 members 
Mstep: Class 2 contains 92013 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 263799 members 
Mstep: Class 5 contains 39016 members 
Mstep: Class 6 contains 20651 members 
Mstep: Class 7 contains 28685 members 
Mstep: Class 8 contains 4071 members 
Mstep: Class 9 contains 12673 members 
Mstep: Class 10 contains 23640 members 
Mstep: Class 11 contains 72815 members 
Mstep: Class 12 contains 18932 members 
Mstep: Class 13 contains 5612 members 
Mstep: Class 14 contains 74958 members 
Mstep: Class 15 contains 179002 members 
Mstep: Class 16 contains 44386 members 
Mstep: Class 17 contains 76184 members 
Mstep: Class 19 contains 202897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155897856.000000 Penalty: 62998.640625
Iteration 24Q: 19 clusters Score -1.558979e+08 nChanged 17474
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 180584 members 
Mstep: Class 2 contains 91966 members 
Mstep: Class 3 contains 5940 members 
Mstep: Class 4 contains 263101 members 
Mstep: Class 5 contains 38571 members 
Mstep: Class 6 contains 20658 members 
Mstep: Class 7 contains 29577 members 
Mstep: Class 8 contains 4288 members 
Mstep: Class 9 contains 13099 members 
Mstep: Class 10 contains 24398 members 
Mstep: Class 11 contains 70550 members 
Mstep: Class 12 contains 19448 members 
Mstep: Class 13 contains 5611 members 
Mstep: Class 14 contains 74771 members 
Mstep: Class 15 contains 182273 members 
Mstep: Class 16 contains 45071 members 
Mstep: Class 17 contains 73845 members 
Mstep: Class 19 contains 202149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155902080.000000 Penalty: 62998.640625
Iteration 25Q: 19 clusters Score -1.559021e+08 nChanged 17607
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 180956 members 
Mstep: Class 2 contains 91793 members 
Mstep: Class 3 contains 5998 members 
Mstep: Class 4 contains 262524 members 
Mstep: Class 5 contains 38407 members 
Mstep: Class 6 contains 20661 members 
Mstep: Class 7 contains 30448 members 
Mstep: Class 8 contains 4525 members 
Mstep: Class 9 contains 13522 members 
Mstep: Class 10 contains 25057 members 
Mstep: Class 11 contains 68318 members 
Mstep: Class 12 contains 19850 members 
Mstep: Class 13 contains 5612 members 
Mstep: Class 14 contains 74623 members 
Mstep: Class 15 contains 184927 members 
Mstep: Class 16 contains 45880 members 
Mstep: Class 17 contains 71363 members 
Mstep: Class 19 contains 201436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155906272.000000 Penalty: 62998.640625
Iteration 26Q: 19 clusters Score -1.559063e+08 nChanged 17229
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 181938 members 
Mstep: Class 2 contains 91502 members 
Mstep: Class 3 contains 6055 members 
Mstep: Class 4 contains 262127 members 
Mstep: Class 5 contains 38499 members 
Mstep: Class 6 contains 20672 members 
Mstep: Class 7 contains 31256 members 
Mstep: Class 8 contains 4717 members 
Mstep: Class 9 contains 14011 members 
Mstep: Class 10 contains 25690 members 
Mstep: Class 11 contains 66030 members 
Mstep: Class 12 contains 20058 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 14 contains 74477 members 
Mstep: Class 15 contains 186887 members 
Mstep: Class 16 contains 46829 members 
Mstep: Class 17 contains 68754 members 
Mstep: Class 19 contains 200783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155910400.000000 Penalty: 62998.640625
Iteration 27Q: 19 clusters Score -1.559104e+08 nChanged 16403
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 183355 members 
Mstep: Class 2 contains 91148 members 
Mstep: Class 3 contains 6127 members 
Mstep: Class 4 contains 261928 members 
Mstep: Class 5 contains 38748 members 
Mstep: Class 6 contains 20699 members 
Mstep: Class 7 contains 31905 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 14476 members 
Mstep: Class 10 contains 26324 members 
Mstep: Class 11 contains 63864 members 
Mstep: Class 12 contains 20119 members 
Mstep: Class 13 contains 5612 members 
Mstep: Class 14 contains 74357 members 
Mstep: Class 15 contains 188138 members 
Mstep: Class 16 contains 47949 members 
Mstep: Class 17 contains 65976 members 
Mstep: Class 19 contains 200258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155913200.000000 Penalty: 62998.640625
Iteration 28Q: 19 clusters Score -1.559132e+08 nChanged 15504
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 185085 members 
Mstep: Class 2 contains 90691 members 
Mstep: Class 3 contains 6198 members 
Mstep: Class 4 contains 261799 members 
Mstep: Class 5 contains 38992 members 
Mstep: Class 6 contains 20742 members 
Mstep: Class 7 contains 32525 members 
Mstep: Class 8 contains 5136 members 
Mstep: Class 9 contains 14987 members 
Mstep: Class 10 contains 26942 members 
Mstep: Class 11 contains 61889 members 
Mstep: Class 12 contains 20115 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 14 contains 74251 members 
Mstep: Class 15 contains 188682 members 
Mstep: Class 16 contains 49282 members 
Mstep: Class 17 contains 63012 members 
Mstep: Class 19 contains 199957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155916528.000000 Penalty: 62998.640625
Iteration 29Q: 19 clusters Score -1.559165e+08 nChanged 14981
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 187092 members 
Mstep: Class 2 contains 90127 members 
Mstep: Class 3 contains 6285 members 
Mstep: Class 4 contains 261782 members 
Mstep: Class 5 contains 39248 members 
Mstep: Class 6 contains 20796 members 
Mstep: Class 7 contains 33053 members 
Mstep: Class 8 contains 5320 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 27539 members 
Mstep: Class 11 contains 60024 members 
Mstep: Class 12 contains 20109 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 74154 members 
Mstep: Class 15 contains 188775 members 
Mstep: Class 16 contains 50831 members 
Mstep: Class 17 contains 59830 members 
Mstep: Class 19 contains 199817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155919616.000000 Penalty: 62998.640625
Iteration 30Q: 19 clusters Score -1.559196e+08 nChanged 14333
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 189337 members 
Mstep: Class 2 contains 89479 members 
Mstep: Class 3 contains 6352 members 
Mstep: Class 4 contains 261916 members 
Mstep: Class 5 contains 39493 members 
Mstep: Class 6 contains 20859 members 
Mstep: Class 7 contains 33528 members 
Mstep: Class 8 contains 5517 members 
Mstep: Class 9 contains 15991 members 
Mstep: Class 10 contains 28078 members 
Mstep: Class 11 contains 58312 members 
Mstep: Class 12 contains 20063 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 74049 members 
Mstep: Class 15 contains 188403 members 
Mstep: Class 16 contains 52610 members 
Mstep: Class 17 contains 56522 members 
Mstep: Class 19 contains 199772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155922320.000000 Penalty: 62998.640625
Iteration 31Q: 19 clusters Score -1.559223e+08 nChanged 13687
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 191713 members 
Mstep: Class 2 contains 88748 members 
Mstep: Class 3 contains 6408 members 
Mstep: Class 4 contains 262072 members 
Mstep: Class 5 contains 39738 members 
Mstep: Class 6 contains 20914 members 
Mstep: Class 7 contains 33869 members 
Mstep: Class 8 contains 5664 members 
Mstep: Class 9 contains 16460 members 
Mstep: Class 10 contains 28630 members 
Mstep: Class 11 contains 56814 members 
Mstep: Class 12 contains 20006 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 74006 members 
Mstep: Class 15 contains 187722 members 
Mstep: Class 16 contains 54727 members 
Mstep: Class 17 contains 52994 members 
Mstep: Class 19 contains 199796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155924528.000000 Penalty: 62998.640625
Iteration 32Q: 19 clusters Score -1.559245e+08 nChanged 13032
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 193863 members 
Mstep: Class 2 contains 88099 members 
Mstep: Class 3 contains 6472 members 
Mstep: Class 4 contains 262196 members 
Mstep: Class 5 contains 39959 members 
Mstep: Class 6 contains 20980 members 
Mstep: Class 7 contains 34218 members 
Mstep: Class 8 contains 5804 members 
Mstep: Class 9 contains 16923 members 
Mstep: Class 10 contains 29139 members 
Mstep: Class 11 contains 55533 members 
Mstep: Class 12 contains 19949 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 73970 members 
Mstep: Class 15 contains 186810 members 
Mstep: Class 16 contains 57160 members 
Mstep: Class 17 contains 49319 members 
Mstep: Class 19 contains 199889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155927632.000000 Penalty: 62998.640625
Iteration 33Q: 19 clusters Score -1.559276e+08 nChanged 12713
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 195972 members 
Mstep: Class 2 contains 87417 members 
Mstep: Class 3 contains 6555 members 
Mstep: Class 4 contains 262265 members 
Mstep: Class 5 contains 40157 members 
Mstep: Class 6 contains 21060 members 
Mstep: Class 7 contains 34521 members 
Mstep: Class 8 contains 5926 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 29635 members 
Mstep: Class 11 contains 54306 members 
Mstep: Class 12 contains 19887 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 73952 members 
Mstep: Class 15 contains 185864 members 
Mstep: Class 16 contains 60021 members 
Mstep: Class 17 contains 45319 members 
Mstep: Class 19 contains 200042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155930576.000000 Penalty: 62998.640625
Iteration 34Q: 19 clusters Score -1.559306e+08 nChanged 12589
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 197966 members 
Mstep: Class 2 contains 86709 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 262343 members 
Mstep: Class 5 contains 40332 members 
Mstep: Class 6 contains 21151 members 
Mstep: Class 7 contains 34770 members 
Mstep: Class 8 contains 6038 members 
Mstep: Class 9 contains 17840 members 
Mstep: Class 10 contains 30114 members 
Mstep: Class 11 contains 53191 members 
Mstep: Class 12 contains 19821 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 73917 members 
Mstep: Class 15 contains 184974 members 
Mstep: Class 16 contains 63265 members 
Mstep: Class 17 contains 41053 members 
Mstep: Class 19 contains 200152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155934352.000000 Penalty: 62998.640625
Iteration 35Q: 19 clusters Score -1.559344e+08 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 199803 members 
Mstep: Class 2 contains 86005 members 
Mstep: Class 3 contains 6739 members 
Mstep: Class 4 contains 262377 members 
Mstep: Class 5 contains 40472 members 
Mstep: Class 6 contains 21252 members 
Mstep: Class 7 contains 34974 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 18261 members 
Mstep: Class 10 contains 30578 members 
Mstep: Class 11 contains 52220 members 
Mstep: Class 12 contains 19747 members 
Mstep: Class 13 contains 5626 members 
Mstep: Class 14 contains 73895 members 
Mstep: Class 15 contains 184114 members 
Mstep: Class 16 contains 66891 members 
Mstep: Class 17 contains 36525 members 
Mstep: Class 19 contains 200270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155938560.000000 Penalty: 62998.640625
Iteration 36Q: 19 clusters Score -1.559386e+08 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 201424 members 
Mstep: Class 2 contains 85317 members 
Mstep: Class 3 contains 6843 members 
Mstep: Class 4 contains 262376 members 
Mstep: Class 5 contains 40582 members 
Mstep: Class 6 contains 21367 members 
Mstep: Class 7 contains 35143 members 
Mstep: Class 8 contains 6264 members 
Mstep: Class 9 contains 18621 members 
Mstep: Class 10 contains 30895 members 
Mstep: Class 11 contains 51319 members 
Mstep: Class 12 contains 19673 members 
Mstep: Class 13 contains 5630 members 
Mstep: Class 14 contains 73895 members 
Mstep: Class 15 contains 183355 members 
Mstep: Class 16 contains 70751 members 
Mstep: Class 17 contains 32063 members 
Mstep: Class 19 contains 200382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155942352.000000 Penalty: 62998.640625
Iteration 37Q: 19 clusters Score -1.559424e+08 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 203002 members 
Mstep: Class 2 contains 84597 members 
Mstep: Class 3 contains 6922 members 
Mstep: Class 4 contains 262283 members 
Mstep: Class 5 contains 40699 members 
Mstep: Class 6 contains 21483 members 
Mstep: Class 7 contains 35289 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 18945 members 
Mstep: Class 10 contains 31135 members 
Mstep: Class 11 contains 50522 members 
Mstep: Class 12 contains 19598 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 73890 members 
Mstep: Class 15 contains 182700 members 
Mstep: Class 16 contains 74610 members 
Mstep: Class 17 contains 27783 members 
Mstep: Class 19 contains 200436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155946176.000000 Penalty: 62998.640625
Iteration 38Q: 19 clusters Score -1.559462e+08 nChanged 11144
Entering ConstructFrom: 
Score: -155946176.000000 Penalty: 62998.640625
Entering ConstructFrom: 
Trying to split cluster 1 (204458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204458 members 
Entering Unmasked Estep 
Score: -24209822.000000 Penalty: 3032.573242
	Iteration 0F: 2 clusters Score -2.420982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102233 members 
Mstep: Class 2 contains 102225 members 
Entering Unmasked Estep 
Score: -24080402.000000 Penalty: 6065.146484
	Iteration 0F: 3 clusters Score -2.40804e+07 nChanged 98289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104058 members 
Mstep: Class 2 contains 100400 members 
Entering Unmasked Estep 
Score: -24138298.000000 Penalty: 6065.146484
	Iteration 1F: 3 clusters Score -2.41383e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105548 members 
Mstep: Class 2 contains 98910 members 
Entering Unmasked Estep 
Score: -24140024.000000 Penalty: 6065.146484
	Iteration 2Q: 3 clusters Score -2.414002e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107960 members 
Mstep: Class 2 contains 96498 members 
Entering Unmasked Estep 
Score: -24142102.000000 Penalty: 6065.146484
	Iteration 3Q: 3 clusters Score -2.41421e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111633 members 
Mstep: Class 2 contains 92825 members 
Entering Unmasked Estep 
Score: -24144660.000000 Penalty: 6065.146484
	Iteration 4Q: 3 clusters Score -2.414466e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116934 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -24148030.000000 Penalty: 6065.146484
	Iteration 5Q: 3 clusters Score -2.414803e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124689 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -24153392.000000 Penalty: 6065.146484
	Iteration 6F: 3 clusters Score -2.415339e+07 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135281 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -24161504.000000 Penalty: 6065.146484
	Iteration 7F: 3 clusters Score -2.41615e+07 nChanged 14001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148146 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -24173240.000000 Penalty: 6065.146484
	Iteration 8F: 3 clusters Score -2.417324e+07 nChanged 13660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160896 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -24186540.000000 Penalty: 6065.146484
	Iteration 9F: 3 clusters Score -2.418654e+07 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170015 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -24196256.000000 Penalty: 6065.146484
	Iteration 10F: 3 clusters Score -2.419626e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175264 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -24201260.000000 Penalty: 6065.146484
	Iteration 11Q: 3 clusters Score -2.420126e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178905 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -24203440.000000 Penalty: 6065.146484
	Iteration 12Q: 3 clusters Score -2.420344e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181818 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -24204782.000000 Penalty: 6065.146484
	Iteration 13Q: 3 clusters Score -2.420478e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184251 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -24205828.000000 Penalty: 6065.146484
	Iteration 14Q: 3 clusters Score -2.420583e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186354 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -24206756.000000 Penalty: 6065.146484
	Iteration 15Q: 3 clusters Score -2.420676e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188208 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -24207588.000000 Penalty: 6065.146484
	Iteration 16Q: 3 clusters Score -2.420759e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189762 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -24208148.000000 Penalty: 6065.146484
	Iteration 17Q: 3 clusters Score -2.420815e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191035 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -24208396.000000 Penalty: 6065.146484
	Iteration 18Q: 3 clusters Score -2.42084e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192067 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -24208628.000000 Penalty: 6065.146484
	Iteration 19Q: 3 clusters Score -2.420863e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192935 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -24208864.000000 Penalty: 6065.146484
	Iteration 20F: 3 clusters Score -2.420886e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193674 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -24209106.000000 Penalty: 6065.146484
	Iteration 21Q: 3 clusters Score -2.420911e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194263 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -24209228.000000 Penalty: 6065.146484
	Iteration 22Q: 3 clusters Score -2.420923e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194798 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -24209286.000000 Penalty: 6065.146484
	Iteration 23Q: 3 clusters Score -2.420929e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195235 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -24209400.000000 Penalty: 6065.146484
	Iteration 24Q: 3 clusters Score -2.42094e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195623 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -24209492.000000 Penalty: 6065.146484
	Iteration 25Q: 3 clusters Score -2.420949e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195943 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -24209576.000000 Penalty: 6065.146484
	Iteration 26Q: 3 clusters Score -2.420958e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196234 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -24209616.000000 Penalty: 6065.146484
	Iteration 27Q: 3 clusters Score -2.420962e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196477 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -24209632.000000 Penalty: 6065.146484
	Iteration 28Q: 3 clusters Score -2.420963e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196702 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -24209636.000000 Penalty: 6065.146484
	Iteration 29Q: 3 clusters Score -2.420964e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196927 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -24209676.000000 Penalty: 6065.146484
	Iteration 30Q: 3 clusters Score -2.420968e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197123 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -24209616.000000 Penalty: 6065.146484
	Iteration 31Q: 3 clusters Score -2.420962e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197302 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -24209592.000000 Penalty: 6065.146484
	Iteration 32Q: 3 clusters Score -2.420959e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197444 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -24209608.000000 Penalty: 6065.146484
	Iteration 33Q: 3 clusters Score -2.420961e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197571 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -24209576.000000 Penalty: 6065.146484
	Iteration 34Q: 3 clusters Score -2.420958e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197696 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -24209536.000000 Penalty: 6065.146484
	Iteration 35Q: 3 clusters Score -2.420954e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197799 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -24209606.000000 Penalty: 6065.146484
	Iteration 36Q: 3 clusters Score -2.420961e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197870 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -24209636.000000 Penalty: 6065.146484
	Iteration 37Q: 3 clusters Score -2.420964e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197935 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -24209610.000000 Penalty: 6065.146484
	Iteration 38Q: 3 clusters Score -2.420961e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197995 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -24209574.000000 Penalty: 6065.146484
	Iteration 39Q: 3 clusters Score -2.420957e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198048 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -24209548.000000 Penalty: 6065.146484
	Iteration 40F: 3 clusters Score -2.420955e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198096 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -24209538.000000 Penalty: 6065.146484
	Iteration 41Q: 3 clusters Score -2.420954e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198145 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -24209552.000000 Penalty: 6065.146484
	Iteration 42Q: 3 clusters Score -2.420955e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198186 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -24209542.000000 Penalty: 6065.146484
	Iteration 43Q: 3 clusters Score -2.420954e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198216 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -24209516.000000 Penalty: 6065.146484
	Iteration 44Q: 3 clusters Score -2.420952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198245 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -24209540.000000 Penalty: 6065.146484
	Iteration 45Q: 3 clusters Score -2.420954e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198276 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -24209548.000000 Penalty: 6065.146484
	Iteration 46Q: 3 clusters Score -2.420955e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198304 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -24209540.000000 Penalty: 6065.146484
	Iteration 47Q: 3 clusters Score -2.420954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198328 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -24209558.000000 Penalty: 6065.146484
	Iteration 48Q: 3 clusters Score -2.420956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198342 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -24209570.000000 Penalty: 6065.146484
	Iteration 49Q: 3 clusters Score -2.420957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198357 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -24209564.000000 Penalty: 6065.146484
	Iteration 50Q: 3 clusters Score -2.420956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198373 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -24209566.000000 Penalty: 6065.146484
	Iteration 51Q: 3 clusters Score -2.420957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198391 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -24209552.000000 Penalty: 6065.146484
	Iteration 52Q: 3 clusters Score -2.420955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198412 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -24209556.000000 Penalty: 6065.146484
	Iteration 53Q: 3 clusters Score -2.420956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198435 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -24209552.000000 Penalty: 6065.146484
	Iteration 54Q: 3 clusters Score -2.420955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198450 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -24209550.000000 Penalty: 6065.146484
	Iteration 55Q: 3 clusters Score -2.420955e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198478 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -24209528.000000 Penalty: 6065.146484
	Iteration 56Q: 3 clusters Score -2.420953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198495 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -24209542.000000 Penalty: 6065.146484
	Iteration 57Q: 3 clusters Score -2.420954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198509 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -24209506.000000 Penalty: 6065.146484
	Iteration 58Q: 3 clusters Score -2.420951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198517 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -24209534.000000 Penalty: 6065.146484
	Iteration 59Q: 3 clusters Score -2.420953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198520 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -24209518.000000 Penalty: 6065.146484
	Iteration 60F: 3 clusters Score -2.420952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198525 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -24209532.000000 Penalty: 6065.146484
	Iteration 61Q: 3 clusters Score -2.420953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198532 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -24209528.000000 Penalty: 6065.146484
	Iteration 62Q: 3 clusters Score -2.420953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198536 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -24209542.000000 Penalty: 6065.146484
	Iteration 63Q: 3 clusters Score -2.420954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198539 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -24209546.000000 Penalty: 6065.146484
	Iteration 64Q: 3 clusters Score -2.420955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198543 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -24209556.000000 Penalty: 6065.146484
	Iteration 65Q: 3 clusters Score -2.420956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198547 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -24209552.000000 Penalty: 6065.146484
	Iteration 66Q: 3 clusters Score -2.420955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198551 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -24209550.000000 Penalty: 6065.146484
	Iteration 67Q: 3 clusters Score -2.420955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198559 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -24209562.000000 Penalty: 6065.146484
	Iteration 68Q: 3 clusters Score -2.420956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198564 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -24209568.000000 Penalty: 6065.146484
	Iteration 69Q: 3 clusters Score -2.420957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198567 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -24209566.000000 Penalty: 6065.146484
	Iteration 70Q: 3 clusters Score -2.420957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198569 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -24209572.000000 Penalty: 6065.146484
	Iteration 71Q: 3 clusters Score -2.420957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198571 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -24209562.000000 Penalty: 6065.146484
	Iteration 72Q: 3 clusters Score -2.420956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198572 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -24209578.000000 Penalty: 6065.146484
	Iteration 73Q: 3 clusters Score -2.420958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198572 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -24209578.000000 Penalty: 6065.146484
	Iteration 74F: 3 clusters Score -2.420958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Entering Unmasked Estep 
Score: -9958000.000000 Penalty: 2811.691162
	Iteration 0F: 2 clusters Score -9958000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -9901921.000000 Penalty: 5623.382324
	Iteration 0F: 3 clusters Score -9901921 nChanged 39243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -9924154.000000 Penalty: 5623.382324
	Iteration 1F: 3 clusters Score -9924154 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -9925021.000000 Penalty: 5623.382324
	Iteration 2Q: 3 clusters Score -9925021 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -9926214.000000 Penalty: 5623.382324
	Iteration 3Q: 3 clusters Score -9926214 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -9927822.000000 Penalty: 5623.382324
	Iteration 4Q: 3 clusters Score -9927822 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -9929875.000000 Penalty: 5623.382324
	Iteration 5Q: 3 clusters Score -9929875 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -9932731.000000 Penalty: 5623.382324
	Iteration 6F: 3 clusters Score -9932731 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -9936222.000000 Penalty: 5623.382324
	Iteration 7F: 3 clusters Score -9936222 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -9940214.000000 Penalty: 5623.382324
	Iteration 8F: 3 clusters Score -9940214 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -9943957.000000 Penalty: 5623.382324
	Iteration 9F: 3 clusters Score -9943957 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -9946359.000000 Penalty: 5623.382324
	Iteration 10F: 3 clusters Score -9946359 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -9947636.000000 Penalty: 5623.382324
	Iteration 11Q: 3 clusters Score -9947636 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -9948357.000000 Penalty: 5623.382324
	Iteration 12Q: 3 clusters Score -9948357 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -9948883.000000 Penalty: 5623.382324
	Iteration 13Q: 3 clusters Score -9948883 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -9949434.000000 Penalty: 5623.382324
	Iteration 14Q: 3 clusters Score -9949434 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -9950000.000000 Penalty: 5623.382324
	Iteration 15Q: 3 clusters Score -9950000 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -9950536.000000 Penalty: 5623.382324
	Iteration 16Q: 3 clusters Score -9950536 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -9951122.000000 Penalty: 5623.382324
	Iteration 17Q: 3 clusters Score -9951122 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -9951800.000000 Penalty: 5623.382324
	Iteration 18Q: 3 clusters Score -9951800 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -9952402.000000 Penalty: 5623.382324
	Iteration 19Q: 3 clusters Score -9952402 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -9953022.000000 Penalty: 5623.382324
	Iteration 20F: 3 clusters Score -9953022 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -9953697.000000 Penalty: 5623.382324
	Iteration 21Q: 3 clusters Score -9953697 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -9954246.000000 Penalty: 5623.382324
	Iteration 22Q: 3 clusters Score -9954246 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -9954688.000000 Penalty: 5623.382324
	Iteration 23Q: 3 clusters Score -9954688 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -9955009.000000 Penalty: 5623.382324
	Iteration 24Q: 3 clusters Score -9955009 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -9955267.000000 Penalty: 5623.382324
	Iteration 25Q: 3 clusters Score -9955267 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -9955453.000000 Penalty: 5623.382324
	Iteration 26Q: 3 clusters Score -9955453 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -9955574.000000 Penalty: 5623.382324
	Iteration 27Q: 3 clusters Score -9955574 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -9955675.000000 Penalty: 5623.382324
	Iteration 28Q: 3 clusters Score -9955675 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -9955672.000000 Penalty: 5623.382324
	Iteration 29Q: 3 clusters Score -9955672 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -9955712.000000 Penalty: 5623.382324
	Iteration 30Q: 3 clusters Score -9955712 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -9955730.000000 Penalty: 5623.382324
	Iteration 31Q: 3 clusters Score -9955730 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -9955762.000000 Penalty: 5623.382324
	Iteration 32Q: 3 clusters Score -9955762 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -9955753.000000 Penalty: 5623.382324
	Iteration 33Q: 3 clusters Score -9955753 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -9955730.000000 Penalty: 5623.382324
	Iteration 34Q: 3 clusters Score -9955730 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -9955751.000000 Penalty: 5623.382324
	Iteration 35Q: 3 clusters Score -9955751 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -9955776.000000 Penalty: 5623.382324
	Iteration 36Q: 3 clusters Score -9955776 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -9955799.000000 Penalty: 5623.382324
	Iteration 37Q: 3 clusters Score -9955799 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -9955794.000000 Penalty: 5623.382324
	Iteration 38Q: 3 clusters Score -9955794 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -9955809.000000 Penalty: 5623.382324
	Iteration 39Q: 3 clusters Score -9955809 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -9955814.000000 Penalty: 5623.382324
	Iteration 40F: 3 clusters Score -9955814 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -9955782.000000 Penalty: 5623.382324
	Iteration 41Q: 3 clusters Score -9955782 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -9955778.000000 Penalty: 5623.382324
	Iteration 42Q: 3 clusters Score -9955778 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -9955801.000000 Penalty: 5623.382324
	Iteration 43Q: 3 clusters Score -9955801 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -9955814.000000 Penalty: 5623.382324
	Iteration 44Q: 3 clusters Score -9955814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -9955797.000000 Penalty: 5623.382324
	Iteration 45Q: 3 clusters Score -9955797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -9955799.000000 Penalty: 5623.382324
	Iteration 46Q: 3 clusters Score -9955799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -9955823.000000 Penalty: 5623.382324
	Iteration 47Q: 3 clusters Score -9955823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -9955830.000000 Penalty: 5623.382324
	Iteration 48Q: 3 clusters Score -9955830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -9955841.000000 Penalty: 5623.382324
	Iteration 49Q: 3 clusters Score -9955841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -9955835.000000 Penalty: 5623.382324
	Iteration 50Q: 3 clusters Score -9955835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -9955846.000000 Penalty: 5623.382324
	Iteration 51Q: 3 clusters Score -9955846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -9955838.000000 Penalty: 5623.382324
	Iteration 52Q: 3 clusters Score -9955838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -9955848.000000 Penalty: 5623.382324
	Iteration 53Q: 3 clusters Score -9955848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -9955851.000000 Penalty: 5623.382324
	Iteration 54Q: 3 clusters Score -9955851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -9955849.000000 Penalty: 5623.382324
	Iteration 55Q: 3 clusters Score -9955849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -9955847.000000 Penalty: 5623.382324
	Iteration 56Q: 3 clusters Score -9955847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -9955845.000000 Penalty: 5623.382324
	Iteration 57Q: 3 clusters Score -9955845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -9955842.000000 Penalty: 5623.382324
	Iteration 58Q: 3 clusters Score -9955842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -9955858.000000 Penalty: 5623.382324
	Iteration 59Q: 3 clusters Score -9955858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -9955856.000000 Penalty: 5623.382324
	Iteration 60F: 3 clusters Score -9955856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -9955856.000000 Penalty: 5623.382324
	Iteration 61Q: 3 clusters Score -9955856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -9955860.000000 Penalty: 5623.382324
	Iteration 62Q: 3 clusters Score -9955860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -9955859.000000 Penalty: 5623.382324
	Iteration 63Q: 3 clusters Score -9955859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -9955857.000000 Penalty: 5623.382324
	Iteration 64Q: 3 clusters Score -9955857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -9955849.000000 Penalty: 5623.382324
	Iteration 65Q: 3 clusters Score -9955849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -9955849.000000 Penalty: 5623.382324
	Iteration 66Q: 3 clusters Score -9955849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -9955852.000000 Penalty: 5623.382324
	Iteration 67Q: 3 clusters Score -9955852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -9955854.000000 Penalty: 5623.382324
	Iteration 68Q: 3 clusters Score -9955854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -9955854.000000 Penalty: 5623.382324
	Iteration 69F: 3 clusters Score -9955854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Entering Unmasked Estep 
Score: -753701.000000 Penalty: 2197.368652
	Iteration 0F: 2 clusters Score -753701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -747960.937500 Penalty: 4394.737305
	Iteration 0F: 3 clusters Score -747960.9 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -749785.687500 Penalty: 4394.737305
	Iteration 1F: 3 clusters Score -749785.7 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -750464.437500 Penalty: 4394.737305
	Iteration 2F: 3 clusters Score -750464.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -751048.625000 Penalty: 4394.737305
	Iteration 3F: 3 clusters Score -751048.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -751634.562500 Penalty: 4394.737305
	Iteration 4F: 3 clusters Score -751634.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -752083.812500 Penalty: 4394.737305
	Iteration 5F: 3 clusters Score -752083.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -752381.187500 Penalty: 4394.737305
	Iteration 6F: 3 clusters Score -752381.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -752591.562500 Penalty: 4394.737305
	Iteration 7Q: 3 clusters Score -752591.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -752737.625000 Penalty: 4394.737305
	Iteration 8Q: 3 clusters Score -752737.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -752875.312500 Penalty: 4394.737305
	Iteration 9Q: 3 clusters Score -752875.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -752998.875000 Penalty: 4394.737305
	Iteration 10Q: 3 clusters Score -752998.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -753093.125000 Penalty: 4394.737305
	Iteration 11Q: 3 clusters Score -753093.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -753156.187500 Penalty: 4394.737305
	Iteration 12Q: 3 clusters Score -753156.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -753211.312500 Penalty: 4394.737305
	Iteration 13Q: 3 clusters Score -753211.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -753249.000000 Penalty: 4394.737305
	Iteration 14Q: 3 clusters Score -753249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -753283.250000 Penalty: 4394.737305
	Iteration 15Q: 3 clusters Score -753283.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -753316.875000 Penalty: 4394.737305
	Iteration 16Q: 3 clusters Score -753316.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -753348.437500 Penalty: 4394.737305
	Iteration 17Q: 3 clusters Score -753348.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -753367.437500 Penalty: 4394.737305
	Iteration 18Q: 3 clusters Score -753367.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -753380.250000 Penalty: 4394.737305
	Iteration 19Q: 3 clusters Score -753380.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -753389.062500 Penalty: 4394.737305
	Iteration 20F: 3 clusters Score -753389.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -753393.687500 Penalty: 4394.737305
	Iteration 21Q: 3 clusters Score -753393.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -753395.812500 Penalty: 4394.737305
	Iteration 22Q: 3 clusters Score -753395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -753395.562500 Penalty: 4394.737305
	Iteration 23Q: 3 clusters Score -753395.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -753399.687500 Penalty: 4394.737305
	Iteration 24Q: 3 clusters Score -753399.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -753403.875000 Penalty: 4394.737305
	Iteration 25Q: 3 clusters Score -753403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -753403.187500 Penalty: 4394.737305
	Iteration 26Q: 3 clusters Score -753403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -753405.875000 Penalty: 4394.737305
	Iteration 27Q: 3 clusters Score -753405.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -753407.812500 Penalty: 4394.737305
	Iteration 28Q: 3 clusters Score -753407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -753408.250000 Penalty: 4394.737305
	Iteration 29Q: 3 clusters Score -753408.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -753408.250000 Penalty: 4394.737305
	Iteration 30Q: 3 clusters Score -753408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -753408.250000 Penalty: 4394.737305
	Iteration 31F: 3 clusters Score -753408.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (262176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262176 members 
Entering Unmasked Estep 
Score: -31236226.000000 Penalty: 3094.239258
	Iteration 0F: 2 clusters Score -3.123623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130790 members 
Mstep: Class 2 contains 131386 members 
Entering Unmasked Estep 
Score: -31113710.000000 Penalty: 6188.478516
	Iteration 0F: 3 clusters Score -3.111371e+07 nChanged 126637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124031 members 
Mstep: Class 2 contains 138145 members 
Entering Unmasked Estep 
Score: -31188362.000000 Penalty: 6188.478516
	Iteration 1F: 3 clusters Score -3.118836e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118905 members 
Mstep: Class 2 contains 143271 members 
Entering Unmasked Estep 
Score: -31190196.000000 Penalty: 6188.478516
	Iteration 2Q: 3 clusters Score -3.11902e+07 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110765 members 
Mstep: Class 2 contains 151411 members 
Entering Unmasked Estep 
Score: -31192508.000000 Penalty: 6188.478516
	Iteration 3Q: 3 clusters Score -3.119251e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98670 members 
Mstep: Class 2 contains 163506 members 
Entering Unmasked Estep 
Score: -31196342.000000 Penalty: 6188.478516
	Iteration 4F: 3 clusters Score -3.119634e+07 nChanged 17975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 179477 members 
Entering Unmasked Estep 
Score: -31200458.000000 Penalty: 6188.478516
	Iteration 5F: 3 clusters Score -3.120046e+07 nChanged 19701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 197336 members 
Entering Unmasked Estep 
Score: -31204812.000000 Penalty: 6188.478516
	Iteration 6F: 3 clusters Score -3.120481e+07 nChanged 18181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 214019 members 
Entering Unmasked Estep 
Score: -31208746.000000 Penalty: 6188.478516
	Iteration 7F: 3 clusters Score -3.120875e+07 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 227078 members 
Entering Unmasked Estep 
Score: -31214482.000000 Penalty: 6188.478516
	Iteration 8F: 3 clusters Score -3.121448e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 236018 members 
Entering Unmasked Estep 
Score: -31220280.000000 Penalty: 6188.478516
	Iteration 9Q: 3 clusters Score -3.122028e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 241773 members 
Entering Unmasked Estep 
Score: -31224760.000000 Penalty: 6188.478516
	Iteration 10Q: 3 clusters Score -3.122476e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 245272 members 
Entering Unmasked Estep 
Score: -31227860.000000 Penalty: 6188.478516
	Iteration 11Q: 3 clusters Score -3.122786e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 247461 members 
Entering Unmasked Estep 
Score: -31229692.000000 Penalty: 6188.478516
	Iteration 12Q: 3 clusters Score -3.122969e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 249055 members 
Entering Unmasked Estep 
Score: -31231044.000000 Penalty: 6188.478516
	Iteration 13Q: 3 clusters Score -3.123104e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 250361 members 
Entering Unmasked Estep 
Score: -31231958.000000 Penalty: 6188.478516
	Iteration 14Q: 3 clusters Score -3.123196e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 251568 members 
Entering Unmasked Estep 
Score: -31232744.000000 Penalty: 6188.478516
	Iteration 15Q: 3 clusters Score -3.123274e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 252643 members 
Entering Unmasked Estep 
Score: -31233368.000000 Penalty: 6188.478516
	Iteration 16Q: 3 clusters Score -3.123337e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 253591 members 
Entering Unmasked Estep 
Score: -31233812.000000 Penalty: 6188.478516
	Iteration 17Q: 3 clusters Score -3.123381e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 254425 members 
Entering Unmasked Estep 
Score: -31234288.000000 Penalty: 6188.478516
	Iteration 18Q: 3 clusters Score -3.123429e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 255157 members 
Entering Unmasked Estep 
Score: -31234546.000000 Penalty: 6188.478516
	Iteration 19Q: 3 clusters Score -3.123455e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 255757 members 
Entering Unmasked Estep 
Score: -31234726.000000 Penalty: 6188.478516
	Iteration 20F: 3 clusters Score -3.123473e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 256286 members 
Entering Unmasked Estep 
Score: -31234964.000000 Penalty: 6188.478516
	Iteration 21Q: 3 clusters Score -3.123496e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 256757 members 
Entering Unmasked Estep 
Score: -31235180.000000 Penalty: 6188.478516
	Iteration 22Q: 3 clusters Score -3.123518e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 257148 members 
Entering Unmasked Estep 
Score: -31235318.000000 Penalty: 6188.478516
	Iteration 23Q: 3 clusters Score -3.123532e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 257476 members 
Entering Unmasked Estep 
Score: -31235288.000000 Penalty: 6188.478516
	Iteration 24Q: 3 clusters Score -3.123529e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 257726 members 
Entering Unmasked Estep 
Score: -31235426.000000 Penalty: 6188.478516
	Iteration 25Q: 3 clusters Score -3.123543e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 257944 members 
Entering Unmasked Estep 
Score: -31235514.000000 Penalty: 6188.478516
	Iteration 26Q: 3 clusters Score -3.123551e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 258120 members 
Entering Unmasked Estep 
Score: -31235610.000000 Penalty: 6188.478516
	Iteration 27Q: 3 clusters Score -3.123561e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 258274 members 
Entering Unmasked Estep 
Score: -31235710.000000 Penalty: 6188.478516
	Iteration 28Q: 3 clusters Score -3.123571e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 258405 members 
Entering Unmasked Estep 
Score: -31235704.000000 Penalty: 6188.478516
	Iteration 29Q: 3 clusters Score -3.12357e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 258522 members 
Entering Unmasked Estep 
Score: -31235748.000000 Penalty: 6188.478516
	Iteration 30Q: 3 clusters Score -3.123575e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 258632 members 
Entering Unmasked Estep 
Score: -31235736.000000 Penalty: 6188.478516
	Iteration 31Q: 3 clusters Score -3.123574e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 258734 members 
Entering Unmasked Estep 
Score: -31235768.000000 Penalty: 6188.478516
	Iteration 32Q: 3 clusters Score -3.123577e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 258823 members 
Entering Unmasked Estep 
Score: -31235774.000000 Penalty: 6188.478516
	Iteration 33Q: 3 clusters Score -3.123577e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 258909 members 
Entering Unmasked Estep 
Score: -31235872.000000 Penalty: 6188.478516
	Iteration 34Q: 3 clusters Score -3.123587e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 258973 members 
Entering Unmasked Estep 
Score: -31235882.000000 Penalty: 6188.478516
	Iteration 35Q: 3 clusters Score -3.123588e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 259011 members 
Entering Unmasked Estep 
Score: -31235860.000000 Penalty: 6188.478516
	Iteration 36Q: 3 clusters Score -3.123586e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 259049 members 
Entering Unmasked Estep 
Score: -31235888.000000 Penalty: 6188.478516
	Iteration 37Q: 3 clusters Score -3.123589e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 259084 members 
Entering Unmasked Estep 
Score: -31235920.000000 Penalty: 6188.478516
	Iteration 38Q: 3 clusters Score -3.123592e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 259114 members 
Entering Unmasked Estep 
Score: -31235920.000000 Penalty: 6188.478516
	Iteration 39Q: 3 clusters Score -3.123592e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 259139 members 
Entering Unmasked Estep 
Score: -31235940.000000 Penalty: 6188.478516
	Iteration 40F: 3 clusters Score -3.123594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 259158 members 
Entering Unmasked Estep 
Score: -31235948.000000 Penalty: 6188.478516
	Iteration 41Q: 3 clusters Score -3.123595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 259168 members 
Entering Unmasked Estep 
Score: -31235958.000000 Penalty: 6188.478516
	Iteration 42Q: 3 clusters Score -3.123596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 259185 members 
Entering Unmasked Estep 
Score: -31235954.000000 Penalty: 6188.478516
	Iteration 43Q: 3 clusters Score -3.123595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 259209 members 
Entering Unmasked Estep 
Score: -31235980.000000 Penalty: 6188.478516
	Iteration 44Q: 3 clusters Score -3.123598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 259226 members 
Entering Unmasked Estep 
Score: -31235968.000000 Penalty: 6188.478516
	Iteration 45Q: 3 clusters Score -3.123597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 259243 members 
Entering Unmasked Estep 
Score: -31235982.000000 Penalty: 6188.478516
	Iteration 46Q: 3 clusters Score -3.123598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 259256 members 
Entering Unmasked Estep 
Score: -31235996.000000 Penalty: 6188.478516
	Iteration 47Q: 3 clusters Score -3.1236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 259266 members 
Entering Unmasked Estep 
Score: -31235976.000000 Penalty: 6188.478516
	Iteration 48Q: 3 clusters Score -3.123598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 259274 members 
Entering Unmasked Estep 
Score: -31235974.000000 Penalty: 6188.478516
	Iteration 49Q: 3 clusters Score -3.123597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 259280 members 
Entering Unmasked Estep 
Score: -31235958.000000 Penalty: 6188.478516
	Iteration 50Q: 3 clusters Score -3.123596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 259285 members 
Entering Unmasked Estep 
Score: -31235960.000000 Penalty: 6188.478516
	Iteration 51Q: 3 clusters Score -3.123596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 259289 members 
Entering Unmasked Estep 
Score: -31235976.000000 Penalty: 6188.478516
	Iteration 52Q: 3 clusters Score -3.123598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 259293 members 
Entering Unmasked Estep 
Score: -31235970.000000 Penalty: 6188.478516
	Iteration 53Q: 3 clusters Score -3.123597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 259294 members 
Entering Unmasked Estep 
Score: -31235976.000000 Penalty: 6188.478516
	Iteration 54Q: 3 clusters Score -3.123598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 259298 members 
Entering Unmasked Estep 
Score: -31235970.000000 Penalty: 6188.478516
	Iteration 55Q: 3 clusters Score -3.123597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 259299 members 
Entering Unmasked Estep 
Score: -31235962.000000 Penalty: 6188.478516
	Iteration 56Q: 3 clusters Score -3.123596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 259303 members 
Entering Unmasked Estep 
Score: -31235948.000000 Penalty: 6188.478516
	Iteration 57Q: 3 clusters Score -3.123595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 259304 members 
Entering Unmasked Estep 
Score: -31235964.000000 Penalty: 6188.478516
	Iteration 58Q: 3 clusters Score -3.123596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 259305 members 
Entering Unmasked Estep 
Score: -31235976.000000 Penalty: 6188.478516
	Iteration 59Q: 3 clusters Score -3.123598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 259307 members 
Entering Unmasked Estep 
Score: -31235946.000000 Penalty: 6188.478516
	Iteration 60F: 3 clusters Score -3.123595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 259308 members 
Entering Unmasked Estep 
Score: -31235964.000000 Penalty: 6188.478516
	Iteration 61Q: 3 clusters Score -3.123596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 259307 members 
Entering Unmasked Estep 
Score: -31235966.000000 Penalty: 6188.478516
	Iteration 62Q: 3 clusters Score -3.123597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 259307 members 
Entering Unmasked Estep 
Score: -31235966.000000 Penalty: 6188.478516
	Iteration 63F: 3 clusters Score -3.123597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Entering Unmasked Estep 
Score: -4753211.500000 Penalty: 2632.803467
	Iteration 0F: 2 clusters Score -4753212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -4725639.500000 Penalty: 5265.606934
	Iteration 0F: 3 clusters Score -4725640 nChanged 18578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -4736146.500000 Penalty: 5265.606934
	Iteration 1F: 3 clusters Score -4736146 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -4737103.500000 Penalty: 5265.606934
	Iteration 2F: 3 clusters Score -4737104 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -4738355.500000 Penalty: 5265.606934
	Iteration 3F: 3 clusters Score -4738356 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -4739975.500000 Penalty: 5265.606934
	Iteration 4F: 3 clusters Score -4739976 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -4742132.000000 Penalty: 5265.606934
	Iteration 5F: 3 clusters Score -4742132 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -4744902.500000 Penalty: 5265.606934
	Iteration 6F: 3 clusters Score -4744902 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -4747505.500000 Penalty: 5265.606934
	Iteration 7F: 3 clusters Score -4747506 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -4749446.500000 Penalty: 5265.606934
	Iteration 8Q: 3 clusters Score -4749446 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -4750641.000000 Penalty: 5265.606934
	Iteration 9Q: 3 clusters Score -4750641 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -4751295.000000 Penalty: 5265.606934
	Iteration 10Q: 3 clusters Score -4751295 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -4751593.000000 Penalty: 5265.606934
	Iteration 11Q: 3 clusters Score -4751593 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -4751772.000000 Penalty: 5265.606934
	Iteration 12Q: 3 clusters Score -4751772 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4751867.500000 Penalty: 5265.606934
	Iteration 13Q: 3 clusters Score -4751868 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -4751949.000000 Penalty: 5265.606934
	Iteration 14Q: 3 clusters Score -4751949 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -4751991.500000 Penalty: 5265.606934
	Iteration 15Q: 3 clusters Score -4751992 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -4752011.500000 Penalty: 5265.606934
	Iteration 16Q: 3 clusters Score -4752012 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -4752039.000000 Penalty: 5265.606934
	Iteration 17Q: 3 clusters Score -4752039 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -4752051.500000 Penalty: 5265.606934
	Iteration 18Q: 3 clusters Score -4752052 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -4752055.500000 Penalty: 5265.606934
	Iteration 19Q: 3 clusters Score -4752056 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -4752080.000000 Penalty: 5265.606934
	Iteration 20F: 3 clusters Score -4752080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4752087.500000 Penalty: 5265.606934
	Iteration 21Q: 3 clusters Score -4752088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -4752083.000000 Penalty: 5265.606934
	Iteration 22Q: 3 clusters Score -4752083 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -4752087.000000 Penalty: 5265.606934
	Iteration 23Q: 3 clusters Score -4752087 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -4752097.500000 Penalty: 5265.606934
	Iteration 24Q: 3 clusters Score -4752098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -4752112.000000 Penalty: 5265.606934
	Iteration 25Q: 3 clusters Score -4752112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -4752115.500000 Penalty: 5265.606934
	Iteration 26Q: 3 clusters Score -4752116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -4752133.000000 Penalty: 5265.606934
	Iteration 27Q: 3 clusters Score -4752133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -4752128.000000 Penalty: 5265.606934
	Iteration 28Q: 3 clusters Score -4752128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -4752135.000000 Penalty: 5265.606934
	Iteration 29Q: 3 clusters Score -4752135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -4752131.000000 Penalty: 5265.606934
	Iteration 30Q: 3 clusters Score -4752131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -4752134.000000 Penalty: 5265.606934
	Iteration 31Q: 3 clusters Score -4752134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -4752136.000000 Penalty: 5265.606934
	Iteration 32Q: 3 clusters Score -4752136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -4752136.000000 Penalty: 5265.606934
	Iteration 33Q: 3 clusters Score -4752136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -4752133.000000 Penalty: 5265.606934
	Iteration 34Q: 3 clusters Score -4752133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -4752141.000000 Penalty: 5265.606934
	Iteration 35Q: 3 clusters Score -4752141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -4752139.500000 Penalty: 5265.606934
	Iteration 36Q: 3 clusters Score -4752140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -4752138.000000 Penalty: 5265.606934
	Iteration 37Q: 3 clusters Score -4752138 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -4752153.500000 Penalty: 5265.606934
	Iteration 38Q: 3 clusters Score -4752154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -4752155.500000 Penalty: 5265.606934
	Iteration 39Q: 3 clusters Score -4752156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -4752162.500000 Penalty: 5265.606934
	Iteration 40F: 3 clusters Score -4752162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -4752168.500000 Penalty: 5265.606934
	Iteration 41Q: 3 clusters Score -4752168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -4752172.000000 Penalty: 5265.606934
	Iteration 42Q: 3 clusters Score -4752172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -4752184.500000 Penalty: 5265.606934
	Iteration 43Q: 3 clusters Score -4752184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -4752189.500000 Penalty: 5265.606934
	Iteration 44Q: 3 clusters Score -4752190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -4752181.500000 Penalty: 5265.606934
	Iteration 45Q: 3 clusters Score -4752182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -4752188.000000 Penalty: 5265.606934
	Iteration 46Q: 3 clusters Score -4752188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -4752198.000000 Penalty: 5265.606934
	Iteration 47Q: 3 clusters Score -4752198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -4752190.000000 Penalty: 5265.606934
	Iteration 48Q: 3 clusters Score -4752190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -4752192.500000 Penalty: 5265.606934
	Iteration 49Q: 3 clusters Score -4752192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -4752193.000000 Penalty: 5265.606934
	Iteration 50Q: 3 clusters Score -4752193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -4752196.000000 Penalty: 5265.606934
	Iteration 51Q: 3 clusters Score -4752196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -4752198.500000 Penalty: 5265.606934
	Iteration 52Q: 3 clusters Score -4752198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -4752199.500000 Penalty: 5265.606934
	Iteration 53Q: 3 clusters Score -4752200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -4752199.000000 Penalty: 5265.606934
	Iteration 54Q: 3 clusters Score -4752199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -4752206.000000 Penalty: 5265.606934
	Iteration 55Q: 3 clusters Score -4752206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -4752203.000000 Penalty: 5265.606934
	Iteration 56Q: 3 clusters Score -4752203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -4752214.000000 Penalty: 5265.606934
	Iteration 57Q: 3 clusters Score -4752214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -4752221.500000 Penalty: 5265.606934
	Iteration 58Q: 3 clusters Score -4752222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -4752212.500000 Penalty: 5265.606934
	Iteration 59Q: 3 clusters Score -4752212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -4752223.500000 Penalty: 5265.606934
	Iteration 60F: 3 clusters Score -4752224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -4752219.500000 Penalty: 5265.606934
	Iteration 61Q: 3 clusters Score -4752220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -4752222.500000 Penalty: 5265.606934
	Iteration 62Q: 3 clusters Score -4752222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -4752227.000000 Penalty: 5265.606934
	Iteration 63Q: 3 clusters Score -4752227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -4752243.000000 Penalty: 5265.606934
	Iteration 64Q: 3 clusters Score -4752243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -4752249.000000 Penalty: 5265.606934
	Iteration 65Q: 3 clusters Score -4752249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -4752246.500000 Penalty: 5265.606934
	Iteration 66Q: 3 clusters Score -4752246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -4752248.000000 Penalty: 5265.606934
	Iteration 67Q: 3 clusters Score -4752248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -4752247.000000 Penalty: 5265.606934
	Iteration 68Q: 3 clusters Score -4752247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -4752250.500000 Penalty: 5265.606934
	Iteration 69Q: 3 clusters Score -4752250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -4752254.000000 Penalty: 5265.606934
	Iteration 70Q: 3 clusters Score -4752254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -4752249.500000 Penalty: 5265.606934
	Iteration 71Q: 3 clusters Score -4752250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4752247.000000 Penalty: 5265.606934
	Iteration 72Q: 3 clusters Score -4752247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -4752249.500000 Penalty: 5265.606934
	Iteration 73Q: 3 clusters Score -4752250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4752250.000000 Penalty: 5265.606934
	Iteration 74Q: 3 clusters Score -4752250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -4752258.000000 Penalty: 5265.606934
	Iteration 75Q: 3 clusters Score -4752258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -4752258.500000 Penalty: 5265.606934
	Iteration 76Q: 3 clusters Score -4752258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -4752255.000000 Penalty: 5265.606934
	Iteration 77Q: 3 clusters Score -4752255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -4752262.500000 Penalty: 5265.606934
	Iteration 78Q: 3 clusters Score -4752262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -4752256.000000 Penalty: 5265.606934
	Iteration 79Q: 3 clusters Score -4752256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -4752256.500000 Penalty: 5265.606934
	Iteration 80F: 3 clusters Score -4752256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -4752263.000000 Penalty: 5265.606934
	Iteration 81Q: 3 clusters Score -4752263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4752259.500000 Penalty: 5265.606934
	Iteration 82Q: 3 clusters Score -4752260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -4752262.000000 Penalty: 5265.606934
	Iteration 83Q: 3 clusters Score -4752262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -4752259.500000 Penalty: 5265.606934
	Iteration 84Q: 3 clusters Score -4752260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4752252.500000 Penalty: 5265.606934
	Iteration 85Q: 3 clusters Score -4752252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -4752253.500000 Penalty: 5265.606934
	Iteration 86Q: 3 clusters Score -4752254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -4752251.000000 Penalty: 5265.606934
	Iteration 87Q: 3 clusters Score -4752251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -4752258.500000 Penalty: 5265.606934
	Iteration 88Q: 3 clusters Score -4752258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -4752268.500000 Penalty: 5265.606934
	Iteration 89Q: 3 clusters Score -4752268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -4752267.500000 Penalty: 5265.606934
	Iteration 90Q: 3 clusters Score -4752268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -4752268.000000 Penalty: 5265.606934
	Iteration 91Q: 3 clusters Score -4752268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -4752273.000000 Penalty: 5265.606934
	Iteration 92Q: 3 clusters Score -4752273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -4752272.000000 Penalty: 5265.606934
	Iteration 93Q: 3 clusters Score -4752272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -4752278.500000 Penalty: 5265.606934
	Iteration 94Q: 3 clusters Score -4752278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -4752275.500000 Penalty: 5265.606934
	Iteration 95Q: 3 clusters Score -4752276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -4752279.500000 Penalty: 5265.606934
	Iteration 96Q: 3 clusters Score -4752280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4752269.500000 Penalty: 5265.606934
	Iteration 97Q: 3 clusters Score -4752270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4752273.000000 Penalty: 5265.606934
	Iteration 98Q: 3 clusters Score -4752273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -4752259.500000 Penalty: 5265.606934
	Iteration 99Q: 3 clusters Score -4752260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -4752271.500000 Penalty: 5265.606934
	Iteration 100F: 3 clusters Score -4752272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -4752264.500000 Penalty: 5265.606934
	Iteration 101Q: 3 clusters Score -4752264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -4752266.000000 Penalty: 5265.606934
	Iteration 102Q: 3 clusters Score -4752266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -4752262.000000 Penalty: 5265.606934
	Iteration 103Q: 3 clusters Score -4752262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -4752267.500000 Penalty: 5265.606934
	Iteration 104Q: 3 clusters Score -4752268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -4752271.500000 Penalty: 5265.606934
	Iteration 105Q: 3 clusters Score -4752272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -4752268.500000 Penalty: 5265.606934
	Iteration 106Q: 3 clusters Score -4752268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -4752271.000000 Penalty: 5265.606934
	Iteration 107Q: 3 clusters Score -4752271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -4752273.500000 Penalty: 5265.606934
	Iteration 108Q: 3 clusters Score -4752274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -4752274.500000 Penalty: 5265.606934
	Iteration 109Q: 3 clusters Score -4752274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -4752275.500000 Penalty: 5265.606934
	Iteration 110Q: 3 clusters Score -4752276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -4752270.500000 Penalty: 5265.606934
	Iteration 111Q: 3 clusters Score -4752270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -4752269.500000 Penalty: 5265.606934
	Iteration 112Q: 3 clusters Score -4752270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -4752273.000000 Penalty: 5265.606934
	Iteration 113Q: 3 clusters Score -4752273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -4752275.000000 Penalty: 5265.606934
	Iteration 114Q: 3 clusters Score -4752275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -4752276.500000 Penalty: 5265.606934
	Iteration 115Q: 3 clusters Score -4752276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -4752283.000000 Penalty: 5265.606934
	Iteration 116Q: 3 clusters Score -4752283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -4752278.000000 Penalty: 5265.606934
	Iteration 117Q: 3 clusters Score -4752278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -4752275.500000 Penalty: 5265.606934
	Iteration 118Q: 3 clusters Score -4752276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -4752275.500000 Penalty: 5265.606934
	Iteration 119Q: 3 clusters Score -4752276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -4752269.000000 Penalty: 5265.606934
	Iteration 120F: 3 clusters Score -4752269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -4752274.500000 Penalty: 5265.606934
	Iteration 121Q: 3 clusters Score -4752274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -4752267.500000 Penalty: 5265.606934
	Iteration 122Q: 3 clusters Score -4752268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -4752267.000000 Penalty: 5265.606934
	Iteration 123Q: 3 clusters Score -4752267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -4752265.000000 Penalty: 5265.606934
	Iteration 124Q: 3 clusters Score -4752265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -4752265.500000 Penalty: 5265.606934
	Iteration 125Q: 3 clusters Score -4752266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -4752265.000000 Penalty: 5265.606934
	Iteration 126Q: 3 clusters Score -4752265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -4752268.500000 Penalty: 5265.606934
	Iteration 127Q: 3 clusters Score -4752268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -4752269.000000 Penalty: 5265.606934
	Iteration 128Q: 3 clusters Score -4752269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -4752266.000000 Penalty: 5265.606934
	Iteration 129Q: 3 clusters Score -4752266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4752265.000000 Penalty: 5265.606934
	Iteration 130Q: 3 clusters Score -4752265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -4752266.500000 Penalty: 5265.606934
	Iteration 131Q: 3 clusters Score -4752266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4752262.000000 Penalty: 5265.606934
	Iteration 132Q: 3 clusters Score -4752262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -4752266.000000 Penalty: 5265.606934
	Iteration 133Q: 3 clusters Score -4752266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -4752264.000000 Penalty: 5265.606934
	Iteration 134Q: 3 clusters Score -4752264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -4752265.500000 Penalty: 5265.606934
	Iteration 135Q: 3 clusters Score -4752266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -4752266.500000 Penalty: 5265.606934
	Iteration 136Q: 3 clusters Score -4752266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -4752264.000000 Penalty: 5265.606934
	Iteration 137Q: 3 clusters Score -4752264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4752262.500000 Penalty: 5265.606934
	Iteration 138Q: 3 clusters Score -4752262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -4752262.500000 Penalty: 5265.606934
	Iteration 139Q: 3 clusters Score -4752262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -4752258.000000 Penalty: 5265.606934
	Iteration 140F: 3 clusters Score -4752258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Entering Unmasked Estep 
Score: -2528906.750000 Penalty: 2475.357666
	Iteration 0F: 2 clusters Score -2528907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2513885.500000 Penalty: 4950.715332
	Iteration 0F: 3 clusters Score -2513886 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2518978.500000 Penalty: 4950.715332
	Iteration 1F: 3 clusters Score -2518978 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2519402.250000 Penalty: 4950.715332
	Iteration 2F: 3 clusters Score -2519402 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2519742.000000 Penalty: 4950.715332
	Iteration 3Q: 3 clusters Score -2519742 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2520079.250000 Penalty: 4950.715332
	Iteration 4Q: 3 clusters Score -2520079 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2520579.500000 Penalty: 4950.715332
	Iteration 5Q: 3 clusters Score -2520580 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2521289.000000 Penalty: 4950.715332
	Iteration 6F: 3 clusters Score -2521289 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2522233.750000 Penalty: 4950.715332
	Iteration 7F: 3 clusters Score -2522234 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2523327.500000 Penalty: 4950.715332
	Iteration 8F: 3 clusters Score -2523328 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2524496.000000 Penalty: 4950.715332
	Iteration 9F: 3 clusters Score -2524496 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2525434.750000 Penalty: 4950.715332
	Iteration 10F: 3 clusters Score -2525435 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2526131.750000 Penalty: 4950.715332
	Iteration 11Q: 3 clusters Score -2526132 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2526585.000000 Penalty: 4950.715332
	Iteration 12Q: 3 clusters Score -2526585 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2526928.250000 Penalty: 4950.715332
	Iteration 13Q: 3 clusters Score -2526928 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2527162.250000 Penalty: 4950.715332
	Iteration 14Q: 3 clusters Score -2527162 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2527314.000000 Penalty: 4950.715332
	Iteration 15Q: 3 clusters Score -2527314 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2527436.750000 Penalty: 4950.715332
	Iteration 16Q: 3 clusters Score -2527437 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2527547.000000 Penalty: 4950.715332
	Iteration 17Q: 3 clusters Score -2527547 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2527671.500000 Penalty: 4950.715332
	Iteration 18Q: 3 clusters Score -2527672 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2527830.750000 Penalty: 4950.715332
	Iteration 19Q: 3 clusters Score -2527831 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2527990.750000 Penalty: 4950.715332
	Iteration 20F: 3 clusters Score -2527991 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2528106.500000 Penalty: 4950.715332
	Iteration 21Q: 3 clusters Score -2528106 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2528178.000000 Penalty: 4950.715332
	Iteration 22Q: 3 clusters Score -2528178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2528224.000000 Penalty: 4950.715332
	Iteration 23Q: 3 clusters Score -2528224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2528254.000000 Penalty: 4950.715332
	Iteration 24Q: 3 clusters Score -2528254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2528283.500000 Penalty: 4950.715332
	Iteration 25Q: 3 clusters Score -2528284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2528301.000000 Penalty: 4950.715332
	Iteration 26Q: 3 clusters Score -2528301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2528317.000000 Penalty: 4950.715332
	Iteration 27Q: 3 clusters Score -2528317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2528321.250000 Penalty: 4950.715332
	Iteration 28Q: 3 clusters Score -2528321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2528330.750000 Penalty: 4950.715332
	Iteration 29Q: 3 clusters Score -2528331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2528341.750000 Penalty: 4950.715332
	Iteration 30Q: 3 clusters Score -2528342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2528347.000000 Penalty: 4950.715332
	Iteration 31Q: 3 clusters Score -2528347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2528353.000000 Penalty: 4950.715332
	Iteration 32Q: 3 clusters Score -2528353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2528354.750000 Penalty: 4950.715332
	Iteration 33Q: 3 clusters Score -2528355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2528363.000000 Penalty: 4950.715332
	Iteration 34Q: 3 clusters Score -2528363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2528365.000000 Penalty: 4950.715332
	Iteration 35Q: 3 clusters Score -2528365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2528368.250000 Penalty: 4950.715332
	Iteration 36Q: 3 clusters Score -2528368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2528369.000000 Penalty: 4950.715332
	Iteration 37Q: 3 clusters Score -2528369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2528368.750000 Penalty: 4950.715332
	Iteration 38Q: 3 clusters Score -2528369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2528370.750000 Penalty: 4950.715332
	Iteration 39Q: 3 clusters Score -2528371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2528372.500000 Penalty: 4950.715332
	Iteration 40F: 3 clusters Score -2528372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2528371.750000 Penalty: 4950.715332
	Iteration 41Q: 3 clusters Score -2528372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2528372.750000 Penalty: 4950.715332
	Iteration 42Q: 3 clusters Score -2528373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2528373.000000 Penalty: 4950.715332
	Iteration 43Q: 3 clusters Score -2528373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2528373.250000 Penalty: 4950.715332
	Iteration 44Q: 3 clusters Score -2528373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2528373.250000 Penalty: 4950.715332
	Iteration 45F: 3 clusters Score -2528373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Entering Unmasked Estep 
Score: -4235786.000000 Penalty: 2597.576904
	Iteration 0F: 2 clusters Score -4235786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -4211805.500000 Penalty: 5195.153809
	Iteration 0F: 3 clusters Score -4211806 nChanged 16000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -4220446.500000 Penalty: 5195.153809
	Iteration 1F: 3 clusters Score -4220446 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4221098.000000 Penalty: 5195.153809
	Iteration 2Q: 3 clusters Score -4221098 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -4221969.500000 Penalty: 5195.153809
	Iteration 3F: 3 clusters Score -4221970 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -4223058.500000 Penalty: 5195.153809
	Iteration 4F: 3 clusters Score -4223058 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -4224593.000000 Penalty: 5195.153809
	Iteration 5F: 3 clusters Score -4224593 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -4226625.500000 Penalty: 5195.153809
	Iteration 6F: 3 clusters Score -4226626 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -4228916.000000 Penalty: 5195.153809
	Iteration 7F: 3 clusters Score -4228916 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -4230879.500000 Penalty: 5195.153809
	Iteration 8F: 3 clusters Score -4230880 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -4232126.500000 Penalty: 5195.153809
	Iteration 9Q: 3 clusters Score -4232126 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -4232824.500000 Penalty: 5195.153809
	Iteration 10Q: 3 clusters Score -4232824 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -4233250.000000 Penalty: 5195.153809
	Iteration 11Q: 3 clusters Score -4233250 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -4233489.000000 Penalty: 5195.153809
	Iteration 12Q: 3 clusters Score -4233489 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4233686.000000 Penalty: 5195.153809
	Iteration 13Q: 3 clusters Score -4233686 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -4233831.500000 Penalty: 5195.153809
	Iteration 14Q: 3 clusters Score -4233832 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4233953.500000 Penalty: 5195.153809
	Iteration 15Q: 3 clusters Score -4233954 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -4234016.000000 Penalty: 5195.153809
	Iteration 16Q: 3 clusters Score -4234016 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4234095.000000 Penalty: 5195.153809
	Iteration 17Q: 3 clusters Score -4234095 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -4234143.000000 Penalty: 5195.153809
	Iteration 18Q: 3 clusters Score -4234143 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -4234196.000000 Penalty: 5195.153809
	Iteration 19Q: 3 clusters Score -4234196 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -4234228.000000 Penalty: 5195.153809
	Iteration 20F: 3 clusters Score -4234228 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -4234262.500000 Penalty: 5195.153809
	Iteration 21Q: 3 clusters Score -4234262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4234274.000000 Penalty: 5195.153809
	Iteration 22Q: 3 clusters Score -4234274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4234275.500000 Penalty: 5195.153809
	Iteration 23Q: 3 clusters Score -4234276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4234289.500000 Penalty: 5195.153809
	Iteration 24Q: 3 clusters Score -4234290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -4234306.500000 Penalty: 5195.153809
	Iteration 25Q: 3 clusters Score -4234306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -4234307.000000 Penalty: 5195.153809
	Iteration 26Q: 3 clusters Score -4234307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -4234312.500000 Penalty: 5195.153809
	Iteration 27Q: 3 clusters Score -4234312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -4234319.000000 Penalty: 5195.153809
	Iteration 28Q: 3 clusters Score -4234319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -4234309.500000 Penalty: 5195.153809
	Iteration 29Q: 3 clusters Score -4234310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -4234315.000000 Penalty: 5195.153809
	Iteration 30Q: 3 clusters Score -4234315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -4234321.000000 Penalty: 5195.153809
	Iteration 31Q: 3 clusters Score -4234321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -4234319.500000 Penalty: 5195.153809
	Iteration 32Q: 3 clusters Score -4234320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -4234317.500000 Penalty: 5195.153809
	Iteration 33Q: 3 clusters Score -4234318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -4234322.500000 Penalty: 5195.153809
	Iteration 34Q: 3 clusters Score -4234322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4234317.500000 Penalty: 5195.153809
	Iteration 35Q: 3 clusters Score -4234318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -4234319.000000 Penalty: 5195.153809
	Iteration 36Q: 3 clusters Score -4234319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -4234323.500000 Penalty: 5195.153809
	Iteration 37Q: 3 clusters Score -4234324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4234324.500000 Penalty: 5195.153809
	Iteration 38Q: 3 clusters Score -4234324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -4234320.500000 Penalty: 5195.153809
	Iteration 39Q: 3 clusters Score -4234320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -4234319.000000 Penalty: 5195.153809
	Iteration 40F: 3 clusters Score -4234319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -4234320.500000 Penalty: 5195.153809
	Iteration 41Q: 3 clusters Score -4234320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -4234320.500000 Penalty: 5195.153809
	Iteration 42Q: 3 clusters Score -4234320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -4234320.500000 Penalty: 5195.153809
	Iteration 43F: 3 clusters Score -4234320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Entering Unmasked Estep 
Score: -755549.750000 Penalty: 2176.948486
	Iteration 0F: 2 clusters Score -755549.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -750106.250000 Penalty: 4353.896973
	Iteration 0F: 3 clusters Score -750106.2 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -751640.000000 Penalty: 4353.896973
	Iteration 1F: 3 clusters Score -751640 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -752079.687500 Penalty: 4353.896973
	Iteration 2F: 3 clusters Score -752079.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -752448.625000 Penalty: 4353.896973
	Iteration 3F: 3 clusters Score -752448.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -752814.875000 Penalty: 4353.896973
	Iteration 4F: 3 clusters Score -752814.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -753133.187500 Penalty: 4353.896973
	Iteration 5F: 3 clusters Score -753133.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -753406.437500 Penalty: 4353.896973
	Iteration 6Q: 3 clusters Score -753406.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -753613.500000 Penalty: 4353.896973
	Iteration 7Q: 3 clusters Score -753613.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -753751.000000 Penalty: 4353.896973
	Iteration 8Q: 3 clusters Score -753751 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -753860.937500 Penalty: 4353.896973
	Iteration 9Q: 3 clusters Score -753860.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -753934.187500 Penalty: 4353.896973
	Iteration 10Q: 3 clusters Score -753934.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -753992.375000 Penalty: 4353.896973
	Iteration 11Q: 3 clusters Score -753992.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -754049.062500 Penalty: 4353.896973
	Iteration 12Q: 3 clusters Score -754049.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -754092.750000 Penalty: 4353.896973
	Iteration 13Q: 3 clusters Score -754092.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -754119.125000 Penalty: 4353.896973
	Iteration 14Q: 3 clusters Score -754119.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -754140.062500 Penalty: 4353.896973
	Iteration 15Q: 3 clusters Score -754140.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -754155.500000 Penalty: 4353.896973
	Iteration 16Q: 3 clusters Score -754155.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -754170.500000 Penalty: 4353.896973
	Iteration 17Q: 3 clusters Score -754170.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -754177.062500 Penalty: 4353.896973
	Iteration 18Q: 3 clusters Score -754177.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -754185.625000 Penalty: 4353.896973
	Iteration 19Q: 3 clusters Score -754185.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -754190.437500 Penalty: 4353.896973
	Iteration 20F: 3 clusters Score -754190.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -754195.562500 Penalty: 4353.896973
	Iteration 21Q: 3 clusters Score -754195.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -754196.687500 Penalty: 4353.896973
	Iteration 22Q: 3 clusters Score -754196.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -754198.687500 Penalty: 4353.896973
	Iteration 23Q: 3 clusters Score -754198.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -754200.312500 Penalty: 4353.896973
	Iteration 24Q: 3 clusters Score -754200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -754203.062500 Penalty: 4353.896973
	Iteration 25Q: 3 clusters Score -754203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -754202.437500 Penalty: 4353.896973
	Iteration 26Q: 3 clusters Score -754202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -754203.250000 Penalty: 4353.896973
	Iteration 27Q: 3 clusters Score -754203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -754204.500000 Penalty: 4353.896973
	Iteration 28Q: 3 clusters Score -754204.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -754204.500000 Penalty: 4353.896973
	Iteration 29F: 3 clusters Score -754204.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Entering Unmasked Estep 
Score: -2256150.750000 Penalty: 2446.676270
	Iteration 0F: 2 clusters Score -2256151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2242624.000000 Penalty: 4893.352539
	Iteration 0F: 3 clusters Score -2242624 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2247396.000000 Penalty: 4893.352539
	Iteration 1F: 3 clusters Score -2247396 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2248493.750000 Penalty: 4893.352539
	Iteration 2F: 3 clusters Score -2248494 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2249922.000000 Penalty: 4893.352539
	Iteration 3F: 3 clusters Score -2249922 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2251379.000000 Penalty: 4893.352539
	Iteration 4F: 3 clusters Score -2251379 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2252798.250000 Penalty: 4893.352539
	Iteration 5F: 3 clusters Score -2252798 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2253956.000000 Penalty: 4893.352539
	Iteration 6F: 3 clusters Score -2253956 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2254720.000000 Penalty: 4893.352539
	Iteration 7Q: 3 clusters Score -2254720 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2255189.500000 Penalty: 4893.352539
	Iteration 8Q: 3 clusters Score -2255190 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2255502.000000 Penalty: 4893.352539
	Iteration 9Q: 3 clusters Score -2255502 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2255696.500000 Penalty: 4893.352539
	Iteration 10Q: 3 clusters Score -2255696 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2255837.000000 Penalty: 4893.352539
	Iteration 11Q: 3 clusters Score -2255837 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2255949.500000 Penalty: 4893.352539
	Iteration 12Q: 3 clusters Score -2255950 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2256015.000000 Penalty: 4893.352539
	Iteration 13Q: 3 clusters Score -2256015 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2256070.250000 Penalty: 4893.352539
	Iteration 14Q: 3 clusters Score -2256070 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2256132.750000 Penalty: 4893.352539
	Iteration 15Q: 3 clusters Score -2256133 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2256182.750000 Penalty: 4893.352539
	Iteration 16Q: 3 clusters Score -2256183 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2256235.000000 Penalty: 4893.352539
	Iteration 17Q: 3 clusters Score -2256235 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2256256.500000 Penalty: 4893.352539
	Iteration 18Q: 3 clusters Score -2256256 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2256287.000000 Penalty: 4893.352539
	Iteration 19Q: 3 clusters Score -2256287 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2256314.500000 Penalty: 4893.352539
	Iteration 20F: 3 clusters Score -2256314 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2256342.750000 Penalty: 4893.352539
	Iteration 21Q: 3 clusters Score -2256343 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2256374.000000 Penalty: 4893.352539
	Iteration 22Q: 3 clusters Score -2256374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2256409.250000 Penalty: 4893.352539
	Iteration 23Q: 3 clusters Score -2256409 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2256442.000000 Penalty: 4893.352539
	Iteration 24Q: 3 clusters Score -2256442 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2256485.250000 Penalty: 4893.352539
	Iteration 25Q: 3 clusters Score -2256485 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2256531.000000 Penalty: 4893.352539
	Iteration 26Q: 3 clusters Score -2256531 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2256577.750000 Penalty: 4893.352539
	Iteration 27Q: 3 clusters Score -2256578 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2256621.500000 Penalty: 4893.352539
	Iteration 28Q: 3 clusters Score -2256622 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2256665.250000 Penalty: 4893.352539
	Iteration 29Q: 3 clusters Score -2256665 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2256689.500000 Penalty: 4893.352539
	Iteration 30Q: 3 clusters Score -2256690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2256717.250000 Penalty: 4893.352539
	Iteration 31Q: 3 clusters Score -2256717 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2256734.750000 Penalty: 4893.352539
	Iteration 32Q: 3 clusters Score -2256735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2256756.250000 Penalty: 4893.352539
	Iteration 33Q: 3 clusters Score -2256756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2256767.750000 Penalty: 4893.352539
	Iteration 34Q: 3 clusters Score -2256768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2256781.500000 Penalty: 4893.352539
	Iteration 35Q: 3 clusters Score -2256782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2256794.500000 Penalty: 4893.352539
	Iteration 36Q: 3 clusters Score -2256794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2256804.000000 Penalty: 4893.352539
	Iteration 37Q: 3 clusters Score -2256804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2256814.750000 Penalty: 4893.352539
	Iteration 38Q: 3 clusters Score -2256815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2256816.750000 Penalty: 4893.352539
	Iteration 39Q: 3 clusters Score -2256817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2256816.500000 Penalty: 4893.352539
	Iteration 40F: 3 clusters Score -2256816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2256820.750000 Penalty: 4893.352539
	Iteration 41Q: 3 clusters Score -2256821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2256820.500000 Penalty: 4893.352539
	Iteration 42Q: 3 clusters Score -2256820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2256819.500000 Penalty: 4893.352539
	Iteration 43Q: 3 clusters Score -2256820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2256820.250000 Penalty: 4893.352539
	Iteration 44Q: 3 clusters Score -2256820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2256825.500000 Penalty: 4893.352539
	Iteration 45Q: 3 clusters Score -2256826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2256827.750000 Penalty: 4893.352539
	Iteration 46Q: 3 clusters Score -2256828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2256825.000000 Penalty: 4893.352539
	Iteration 47Q: 3 clusters Score -2256825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2256825.000000 Penalty: 4893.352539
	Iteration 48F: 3 clusters Score -2256825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 204458 members 
Mstep: Class 2 contains 83907 members 
Mstep: Class 3 contains 7047 members 
Mstep: Class 4 contains 262176 members 
Mstep: Class 5 contains 40788 members 
Mstep: Class 6 contains 21618 members 
Mstep: Class 7 contains 35387 members 
Mstep: Class 8 contains 6490 members 
Mstep: Class 9 contains 16404 members 
Mstep: Class 10 contains 31351 members 
Mstep: Class 11 contains 49825 members 
Mstep: Class 12 contains 19507 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 14 contains 73854 members 
Mstep: Class 15 contains 182031 members 
Mstep: Class 16 contains 78452 members 
Mstep: Class 17 contains 23624 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 200495 members 
Entering Unmasked Estep 
Score: -155948064.000000 Penalty: 66498.562500
Splitting cluster 9 changes total score from -155946176.000000 to -155948064.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 10 (31351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Entering Unmasked Estep 
Score: -3768784.500000 Penalty: 2567.544434
	Iteration 0F: 2 clusters Score -3768784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -3747361.000000 Penalty: 5135.088867
	Iteration 0F: 3 clusters Score -3747361 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3754931.000000 Penalty: 5135.088867
	Iteration 1F: 3 clusters Score -3754931 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3755408.250000 Penalty: 5135.088867
	Iteration 2Q: 3 clusters Score -3755408 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3755914.750000 Penalty: 5135.088867
	Iteration 3Q: 3 clusters Score -3755915 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3756457.500000 Penalty: 5135.088867
	Iteration 4Q: 3 clusters Score -3756458 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3757155.250000 Penalty: 5135.088867
	Iteration 5Q: 3 clusters Score -3757155 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3758114.500000 Penalty: 5135.088867
	Iteration 6F: 3 clusters Score -3758114 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3759381.750000 Penalty: 5135.088867
	Iteration 7F: 3 clusters Score -3759382 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3761034.750000 Penalty: 5135.088867
	Iteration 8F: 3 clusters Score -3761035 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3762831.250000 Penalty: 5135.088867
	Iteration 9F: 3 clusters Score -3762831 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3764190.500000 Penalty: 5135.088867
	Iteration 10Q: 3 clusters Score -3764190 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3765045.000000 Penalty: 5135.088867
	Iteration 11Q: 3 clusters Score -3765045 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3765512.500000 Penalty: 5135.088867
	Iteration 12Q: 3 clusters Score -3765512 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3765808.750000 Penalty: 5135.088867
	Iteration 13Q: 3 clusters Score -3765809 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3765977.000000 Penalty: 5135.088867
	Iteration 14Q: 3 clusters Score -3765977 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3766107.250000 Penalty: 5135.088867
	Iteration 15Q: 3 clusters Score -3766107 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -3766200.250000 Penalty: 5135.088867
	Iteration 16Q: 3 clusters Score -3766200 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -3766296.750000 Penalty: 5135.088867
	Iteration 17Q: 3 clusters Score -3766297 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3766395.250000 Penalty: 5135.088867
	Iteration 18Q: 3 clusters Score -3766395 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -3766468.000000 Penalty: 5135.088867
	Iteration 19Q: 3 clusters Score -3766468 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -3766525.750000 Penalty: 5135.088867
	Iteration 20F: 3 clusters Score -3766526 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3766590.250000 Penalty: 5135.088867
	Iteration 21Q: 3 clusters Score -3766590 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -3766647.500000 Penalty: 5135.088867
	Iteration 22Q: 3 clusters Score -3766648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3766678.000000 Penalty: 5135.088867
	Iteration 23Q: 3 clusters Score -3766678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3766705.000000 Penalty: 5135.088867
	Iteration 24Q: 3 clusters Score -3766705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -3766734.500000 Penalty: 5135.088867
	Iteration 25Q: 3 clusters Score -3766734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -3766743.250000 Penalty: 5135.088867
	Iteration 26Q: 3 clusters Score -3766743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3766763.000000 Penalty: 5135.088867
	Iteration 27Q: 3 clusters Score -3766763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -3766774.000000 Penalty: 5135.088867
	Iteration 28Q: 3 clusters Score -3766774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -3766776.750000 Penalty: 5135.088867
	Iteration 29Q: 3 clusters Score -3766777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -3766788.000000 Penalty: 5135.088867
	Iteration 30Q: 3 clusters Score -3766788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -3766795.250000 Penalty: 5135.088867
	Iteration 31Q: 3 clusters Score -3766795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3766807.750000 Penalty: 5135.088867
	Iteration 32Q: 3 clusters Score -3766808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -3766804.750000 Penalty: 5135.088867
	Iteration 33Q: 3 clusters Score -3766805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -3766804.250000 Penalty: 5135.088867
	Iteration 34Q: 3 clusters Score -3766804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -3766803.500000 Penalty: 5135.088867
	Iteration 35Q: 3 clusters Score -3766804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -3766813.750000 Penalty: 5135.088867
	Iteration 36Q: 3 clusters Score -3766814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -3766809.250000 Penalty: 5135.088867
	Iteration 37Q: 3 clusters Score -3766809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -3766810.750000 Penalty: 5135.088867
	Iteration 38Q: 3 clusters Score -3766811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -3766809.000000 Penalty: 5135.088867
	Iteration 39Q: 3 clusters Score -3766809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -3766810.500000 Penalty: 5135.088867
	Iteration 40F: 3 clusters Score -3766810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -3766815.250000 Penalty: 5135.088867
	Iteration 41Q: 3 clusters Score -3766815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3766808.000000 Penalty: 5135.088867
	Iteration 42Q: 3 clusters Score -3766808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -3766809.000000 Penalty: 5135.088867
	Iteration 43Q: 3 clusters Score -3766809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3766807.750000 Penalty: 5135.088867
	Iteration 44Q: 3 clusters Score -3766808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3766812.500000 Penalty: 5135.088867
	Iteration 45Q: 3 clusters Score -3766812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3766817.250000 Penalty: 5135.088867
	Iteration 46Q: 3 clusters Score -3766817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3766819.250000 Penalty: 5135.088867
	Iteration 47Q: 3 clusters Score -3766819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3766819.250000 Penalty: 5135.088867
	Iteration 48F: 3 clusters Score -3766819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Entering Unmasked Estep 
Score: -5730539.500000 Penalty: 2682.435303
	Iteration 0F: 2 clusters Score -5730540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -5697062.000000 Penalty: 5364.870605
	Iteration 0F: 3 clusters Score -5697062 nChanged 23022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -5710033.000000 Penalty: 5364.870605
	Iteration 1F: 3 clusters Score -5710033 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -5711520.500000 Penalty: 5364.870605
	Iteration 2F: 3 clusters Score -5711520 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5713613.000000 Penalty: 5364.870605
	Iteration 3F: 3 clusters Score -5713613 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -5716362.000000 Penalty: 5364.870605
	Iteration 4F: 3 clusters Score -5716362 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -5719530.000000 Penalty: 5364.870605
	Iteration 5F: 3 clusters Score -5719530 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -5722631.500000 Penalty: 5364.870605
	Iteration 6F: 3 clusters Score -5722632 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -5725328.000000 Penalty: 5364.870605
	Iteration 7F: 3 clusters Score -5725328 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -5727439.000000 Penalty: 5364.870605
	Iteration 8Q: 3 clusters Score -5727439 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -5728746.000000 Penalty: 5364.870605
	Iteration 9Q: 3 clusters Score -5728746 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -5729461.500000 Penalty: 5364.870605
	Iteration 10Q: 3 clusters Score -5729462 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -5729978.500000 Penalty: 5364.870605
	Iteration 11Q: 3 clusters Score -5729978 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5730268.000000 Penalty: 5364.870605
	Iteration 12Q: 3 clusters Score -5730268 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5730406.500000 Penalty: 5364.870605
	Iteration 13Q: 3 clusters Score -5730406 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5730491.000000 Penalty: 5364.870605
	Iteration 14Q: 3 clusters Score -5730491 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5730541.000000 Penalty: 5364.870605
	Iteration 15Q: 3 clusters Score -5730541 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5730558.000000 Penalty: 5364.870605
	Iteration 16Q: 3 clusters Score -5730558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5730587.000000 Penalty: 5364.870605
	Iteration 17Q: 3 clusters Score -5730587 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5730595.000000 Penalty: 5364.870605
	Iteration 18Q: 3 clusters Score -5730595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5730593.500000 Penalty: 5364.870605
	Iteration 19Q: 3 clusters Score -5730594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5730576.000000 Penalty: 5364.870605
	Iteration 20F: 3 clusters Score -5730576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5730589.000000 Penalty: 5364.870605
	Iteration 21Q: 3 clusters Score -5730589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5730580.000000 Penalty: 5364.870605
	Iteration 22Q: 3 clusters Score -5730580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5730585.500000 Penalty: 5364.870605
	Iteration 23Q: 3 clusters Score -5730586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5730590.500000 Penalty: 5364.870605
	Iteration 24Q: 3 clusters Score -5730590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5730585.500000 Penalty: 5364.870605
	Iteration 25Q: 3 clusters Score -5730586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5730591.000000 Penalty: 5364.870605
	Iteration 26Q: 3 clusters Score -5730591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5730592.500000 Penalty: 5364.870605
	Iteration 27Q: 3 clusters Score -5730592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5730598.500000 Penalty: 5364.870605
	Iteration 28Q: 3 clusters Score -5730598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5730608.000000 Penalty: 5364.870605
	Iteration 29Q: 3 clusters Score -5730608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5730604.500000 Penalty: 5364.870605
	Iteration 30Q: 3 clusters Score -5730604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5730612.500000 Penalty: 5364.870605
	Iteration 31Q: 3 clusters Score -5730612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5730611.500000 Penalty: 5364.870605
	Iteration 32Q: 3 clusters Score -5730612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5730611.500000 Penalty: 5364.870605
	Iteration 33Q: 3 clusters Score -5730612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5730615.500000 Penalty: 5364.870605
	Iteration 34Q: 3 clusters Score -5730616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5730614.000000 Penalty: 5364.870605
	Iteration 35Q: 3 clusters Score -5730614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5730610.500000 Penalty: 5364.870605
	Iteration 36Q: 3 clusters Score -5730610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5730611.000000 Penalty: 5364.870605
	Iteration 37Q: 3 clusters Score -5730611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5730609.500000 Penalty: 5364.870605
	Iteration 38Q: 3 clusters Score -5730610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5730619.000000 Penalty: 5364.870605
	Iteration 39Q: 3 clusters Score -5730619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5730617.500000 Penalty: 5364.870605
	Iteration 40F: 3 clusters Score -5730618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 204458 members 
Mstep: Class 2 contains 83907 members 
Mstep: Class 3 contains 7047 members 
Mstep: Class 4 contains 262176 members 
Mstep: Class 5 contains 40788 members 
Mstep: Class 6 contains 21618 members 
Mstep: Class 7 contains 35387 members 
Mstep: Class 8 contains 6490 members 
Mstep: Class 9 contains 16404 members 
Mstep: Class 10 contains 31351 members 
Mstep: Class 11 contains 47869 members 
Mstep: Class 12 contains 19507 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 14 contains 73854 members 
Mstep: Class 15 contains 182031 members 
Mstep: Class 16 contains 78452 members 
Mstep: Class 17 contains 23624 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 200495 members 
Mstep: Class 20 contains 1956 members 
Entering Unmasked Estep 
Score: -155947760.000000 Penalty: 69998.484375
Splitting cluster 11 changes total score from -155946176.000000 to -155947760.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 12 (19507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Entering Unmasked Estep 
Score: -2244447.250000 Penalty: 2449.875000
	Iteration 0F: 2 clusters Score -2244447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2230688.750000 Penalty: 4899.750000
	Iteration 0F: 3 clusters Score -2230689 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2235424.250000 Penalty: 4899.750000
	Iteration 1F: 3 clusters Score -2235424 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2236264.500000 Penalty: 4899.750000
	Iteration 2F: 3 clusters Score -2236264 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2237770.750000 Penalty: 4899.750000
	Iteration 3F: 3 clusters Score -2237771 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2240687.250000 Penalty: 4899.750000
	Iteration 4F: 3 clusters Score -2240687 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2244434.250000 Penalty: 4899.750000
	Iteration 5F: 3 clusters Score -2244434 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2247471.250000 Penalty: 4899.750000
	Iteration 6F: 3 clusters Score -2247471 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2249149.500000 Penalty: 4899.750000
	Iteration 7F: 3 clusters Score -2249150 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2249796.000000 Penalty: 4899.750000
	Iteration 8Q: 3 clusters Score -2249796 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2250035.750000 Penalty: 4899.750000
	Iteration 9Q: 3 clusters Score -2250036 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2250127.000000 Penalty: 4899.750000
	Iteration 10Q: 3 clusters Score -2250127 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2250166.750000 Penalty: 4899.750000
	Iteration 11Q: 3 clusters Score -2250167 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2250203.500000 Penalty: 4899.750000
	Iteration 12Q: 3 clusters Score -2250204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2250223.500000 Penalty: 4899.750000
	Iteration 13Q: 3 clusters Score -2250224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2250238.000000 Penalty: 4899.750000
	Iteration 14Q: 3 clusters Score -2250238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2250238.750000 Penalty: 4899.750000
	Iteration 15Q: 3 clusters Score -2250239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2250246.000000 Penalty: 4899.750000
	Iteration 16Q: 3 clusters Score -2250246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2250253.250000 Penalty: 4899.750000
	Iteration 17Q: 3 clusters Score -2250253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2250259.000000 Penalty: 4899.750000
	Iteration 18Q: 3 clusters Score -2250259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2250258.250000 Penalty: 4899.750000
	Iteration 19Q: 3 clusters Score -2250258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2250259.750000 Penalty: 4899.750000
	Iteration 20F: 3 clusters Score -2250260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2250262.250000 Penalty: 4899.750000
	Iteration 21Q: 3 clusters Score -2250262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2250263.000000 Penalty: 4899.750000
	Iteration 22Q: 3 clusters Score -2250263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2250263.750000 Penalty: 4899.750000
	Iteration 23Q: 3 clusters Score -2250264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2250268.750000 Penalty: 4899.750000
	Iteration 24Q: 3 clusters Score -2250269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2250273.250000 Penalty: 4899.750000
	Iteration 25Q: 3 clusters Score -2250273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2250273.250000 Penalty: 4899.750000
	Iteration 26Q: 3 clusters Score -2250273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2250269.500000 Penalty: 4899.750000
	Iteration 27Q: 3 clusters Score -2250270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2250273.500000 Penalty: 4899.750000
	Iteration 28Q: 3 clusters Score -2250274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2250277.000000 Penalty: 4899.750000
	Iteration 29Q: 3 clusters Score -2250277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2250281.000000 Penalty: 4899.750000
	Iteration 30Q: 3 clusters Score -2250281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2250276.000000 Penalty: 4899.750000
	Iteration 31Q: 3 clusters Score -2250276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2250283.000000 Penalty: 4899.750000
	Iteration 32Q: 3 clusters Score -2250283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2250284.500000 Penalty: 4899.750000
	Iteration 33Q: 3 clusters Score -2250284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2250284.500000 Penalty: 4899.750000
	Iteration 34Q: 3 clusters Score -2250284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2250290.000000 Penalty: 4899.750000
	Iteration 35Q: 3 clusters Score -2250290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2250288.750000 Penalty: 4899.750000
	Iteration 36Q: 3 clusters Score -2250289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2250285.750000 Penalty: 4899.750000
	Iteration 37Q: 3 clusters Score -2250286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2250284.000000 Penalty: 4899.750000
	Iteration 38Q: 3 clusters Score -2250284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2250286.000000 Penalty: 4899.750000
	Iteration 39Q: 3 clusters Score -2250286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2250285.750000 Penalty: 4899.750000
	Iteration 40F: 3 clusters Score -2250286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2250289.500000 Penalty: 4899.750000
	Iteration 41Q: 3 clusters Score -2250290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2250289.500000 Penalty: 4899.750000
	Iteration 42Q: 3 clusters Score -2250290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2250288.000000 Penalty: 4899.750000
	Iteration 43Q: 3 clusters Score -2250288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2250288.750000 Penalty: 4899.750000
	Iteration 44Q: 3 clusters Score -2250289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2250288.750000 Penalty: 4899.750000
	Iteration 45F: 3 clusters Score -2250289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 204458 members 
Mstep: Class 2 contains 83907 members 
Mstep: Class 3 contains 7047 members 
Mstep: Class 4 contains 262176 members 
Mstep: Class 5 contains 40788 members 
Mstep: Class 6 contains 21618 members 
Mstep: Class 7 contains 35387 members 
Mstep: Class 8 contains 6490 members 
Mstep: Class 9 contains 16404 members 
Mstep: Class 10 contains 31351 members 
Mstep: Class 11 contains 47869 members 
Mstep: Class 12 contains 10330 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 14 contains 73854 members 
Mstep: Class 15 contains 182031 members 
Mstep: Class 16 contains 78452 members 
Mstep: Class 17 contains 23624 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 200495 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 21 contains 9177 members 
Entering Unmasked Estep 
Score: -155952224.000000 Penalty: 73498.414062
Splitting cluster 12 changes total score from -155946176.000000 to -155952224.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -595286.375000 Penalty: 2141.826660
	Iteration 0F: 2 clusters Score -595286.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -590624.437500 Penalty: 4283.653320
	Iteration 0F: 3 clusters Score -590624.4 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -592654.625000 Penalty: 4283.653320
	Iteration 1F: 3 clusters Score -592654.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -593714.625000 Penalty: 4283.653320
	Iteration 2F: 3 clusters Score -593714.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -595237.812500 Penalty: 4283.653320
	Iteration 3F: 3 clusters Score -595237.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -597229.437500 Penalty: 4283.653320
	Iteration 4F: 3 clusters Score -597229.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -598618.250000 Penalty: 4283.653320
	Iteration 5F: 3 clusters Score -598618.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -599569.250000 Penalty: 4283.653320
	Iteration 6F: 3 clusters Score -599569.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -600499.125000 Penalty: 4283.653320
	Iteration 7Q: 3 clusters Score -600499.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -601229.062500 Penalty: 4283.653320
	Iteration 8Q: 3 clusters Score -601229.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -601440.250000 Penalty: 4283.653320
	Iteration 9Q: 3 clusters Score -601440.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -601487.500000 Penalty: 4283.653320
	Iteration 10Q: 3 clusters Score -601487.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -601496.437500 Penalty: 4283.653320
	Iteration 11Q: 3 clusters Score -601496.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -601500.500000 Penalty: 4283.653320
	Iteration 12Q: 3 clusters Score -601500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -601502.125000 Penalty: 4283.653320
	Iteration 13Q: 3 clusters Score -601502.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -601502.250000 Penalty: 4283.653320
	Iteration 14F: 3 clusters Score -601502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -601502.500000 Penalty: 4283.653320
	Iteration 15Q: 3 clusters Score -601502.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -601503.375000 Penalty: 4283.653320
	Iteration 16Q: 3 clusters Score -601503.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -601503.375000 Penalty: 4283.653320
	Iteration 17F: 3 clusters Score -601503.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 204458 members 
Mstep: Class 2 contains 83907 members 
Mstep: Class 3 contains 7047 members 
Mstep: Class 4 contains 262176 members 
Mstep: Class 5 contains 40788 members 
Mstep: Class 6 contains 21618 members 
Mstep: Class 7 contains 35387 members 
Mstep: Class 8 contains 6490 members 
Mstep: Class 9 contains 16404 members 
Mstep: Class 10 contains 31351 members 
Mstep: Class 11 contains 47869 members 
Mstep: Class 12 contains 10330 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 73854 members 
Mstep: Class 15 contains 182031 members 
Mstep: Class 16 contains 78452 members 
Mstep: Class 17 contains 23624 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 200495 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 4762 members 
Entering Unmasked Estep 
Score: -155957888.000000 Penalty: 76998.335938
Splitting cluster 13 changes total score from -155946176.000000 to -155957888.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (73854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Entering Unmasked Estep 
Score: -8728882.000000 Penalty: 2780.041748
	Iteration 0F: 2 clusters Score -8728882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -8679448.000000 Penalty: 5560.083496
	Iteration 0F: 3 clusters Score -8679448 nChanged 34634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -8699490.000000 Penalty: 5560.083496
	Iteration 1F: 3 clusters Score -8699490 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -8701326.000000 Penalty: 5560.083496
	Iteration 2Q: 3 clusters Score -8701326 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -8703837.000000 Penalty: 5560.083496
	Iteration 3F: 3 clusters Score -8703837 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -8707296.000000 Penalty: 5560.083496
	Iteration 4F: 3 clusters Score -8707296 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -8711146.000000 Penalty: 5560.083496
	Iteration 5F: 3 clusters Score -8711146 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -8714748.000000 Penalty: 5560.083496
	Iteration 6F: 3 clusters Score -8714748 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -8718047.000000 Penalty: 5560.083496
	Iteration 7F: 3 clusters Score -8718047 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -8720686.000000 Penalty: 5560.083496
	Iteration 8Q: 3 clusters Score -8720686 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -8722681.000000 Penalty: 5560.083496
	Iteration 9Q: 3 clusters Score -8722681 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -8723959.000000 Penalty: 5560.083496
	Iteration 10Q: 3 clusters Score -8723959 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -8724909.000000 Penalty: 5560.083496
	Iteration 11Q: 3 clusters Score -8724909 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -8725688.000000 Penalty: 5560.083496
	Iteration 12Q: 3 clusters Score -8725688 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -8726273.000000 Penalty: 5560.083496
	Iteration 13Q: 3 clusters Score -8726273 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -8726780.000000 Penalty: 5560.083496
	Iteration 14Q: 3 clusters Score -8726780 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -8727209.000000 Penalty: 5560.083496
	Iteration 15Q: 3 clusters Score -8727209 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -8727550.000000 Penalty: 5560.083496
	Iteration 16Q: 3 clusters Score -8727550 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -8727803.000000 Penalty: 5560.083496
	Iteration 17Q: 3 clusters Score -8727803 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -8728043.000000 Penalty: 5560.083496
	Iteration 18Q: 3 clusters Score -8728043 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -8728225.000000 Penalty: 5560.083496
	Iteration 19Q: 3 clusters Score -8728225 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -8728395.000000 Penalty: 5560.083496
	Iteration 20F: 3 clusters Score -8728395 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -8728517.000000 Penalty: 5560.083496
	Iteration 21Q: 3 clusters Score -8728517 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -8728599.000000 Penalty: 5560.083496
	Iteration 22Q: 3 clusters Score -8728599 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -8728643.000000 Penalty: 5560.083496
	Iteration 23Q: 3 clusters Score -8728643 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -8728733.000000 Penalty: 5560.083496
	Iteration 24Q: 3 clusters Score -8728733 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -8728779.000000 Penalty: 5560.083496
	Iteration 25Q: 3 clusters Score -8728779 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -8728802.000000 Penalty: 5560.083496
	Iteration 26Q: 3 clusters Score -8728802 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -8728819.000000 Penalty: 5560.083496
	Iteration 27Q: 3 clusters Score -8728819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69328 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -8728835.000000 Penalty: 5560.083496
	Iteration 28Q: 3 clusters Score -8728835 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69383 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -8728842.000000 Penalty: 5560.083496
	Iteration 29Q: 3 clusters Score -8728842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -8728858.000000 Penalty: 5560.083496
	Iteration 30Q: 3 clusters Score -8728858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69461 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -8728845.000000 Penalty: 5560.083496
	Iteration 31Q: 3 clusters Score -8728845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69489 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -8728855.000000 Penalty: 5560.083496
	Iteration 32Q: 3 clusters Score -8728855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8728850.000000 Penalty: 5560.083496
	Iteration 33Q: 3 clusters Score -8728850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -8728861.000000 Penalty: 5560.083496
	Iteration 34Q: 3 clusters Score -8728861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -8728869.000000 Penalty: 5560.083496
	Iteration 35Q: 3 clusters Score -8728869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -8728857.000000 Penalty: 5560.083496
	Iteration 36Q: 3 clusters Score -8728857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -8728860.000000 Penalty: 5560.083496
	Iteration 37Q: 3 clusters Score -8728860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -8728864.000000 Penalty: 5560.083496
	Iteration 38Q: 3 clusters Score -8728864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -8728873.000000 Penalty: 5560.083496
	Iteration 39Q: 3 clusters Score -8728873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -8728869.000000 Penalty: 5560.083496
	Iteration 40F: 3 clusters Score -8728869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -8728866.000000 Penalty: 5560.083496
	Iteration 41Q: 3 clusters Score -8728866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -8728863.000000 Penalty: 5560.083496
	Iteration 42Q: 3 clusters Score -8728863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69588 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -8728859.000000 Penalty: 5560.083496
	Iteration 43Q: 3 clusters Score -8728859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -8728867.000000 Penalty: 5560.083496
	Iteration 44Q: 3 clusters Score -8728867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -8728867.000000 Penalty: 5560.083496
	Iteration 45Q: 3 clusters Score -8728867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -8728865.000000 Penalty: 5560.083496
	Iteration 46Q: 3 clusters Score -8728865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69593 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -8728865.000000 Penalty: 5560.083496
	Iteration 47Q: 3 clusters Score -8728865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -8728864.000000 Penalty: 5560.083496
	Iteration 48Q: 3 clusters Score -8728864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -8728864.000000 Penalty: 5560.083496
	Iteration 49F: 3 clusters Score -8728864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (182031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182031 members 
Entering Unmasked Estep 
Score: -21598044.000000 Penalty: 3003.759277
	Iteration 0F: 2 clusters Score -2.159804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 90504 members 
Entering Unmasked Estep 
Score: -21481694.000000 Penalty: 6007.518555
	Iteration 0F: 3 clusters Score -2.148169e+07 nChanged 87160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99923 members 
Mstep: Class 2 contains 82108 members 
Entering Unmasked Estep 
Score: -21533352.000000 Penalty: 6007.518555
	Iteration 1F: 3 clusters Score -2.153335e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105425 members 
Mstep: Class 2 contains 76606 members 
Entering Unmasked Estep 
Score: -21536792.000000 Penalty: 6007.518555
	Iteration 2Q: 3 clusters Score -2.153679e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113418 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -21542506.000000 Penalty: 6007.518555
	Iteration 3F: 3 clusters Score -2.154251e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123791 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -21550330.000000 Penalty: 6007.518555
	Iteration 4F: 3 clusters Score -2.155033e+07 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136368 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -21560186.000000 Penalty: 6007.518555
	Iteration 5F: 3 clusters Score -2.156019e+07 nChanged 14469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150619 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -21572128.000000 Penalty: 6007.518555
	Iteration 6F: 3 clusters Score -2.157213e+07 nChanged 13260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163795 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -21582638.000000 Penalty: 6007.518555
	Iteration 7F: 3 clusters Score -2.158264e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173005 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -21589752.000000 Penalty: 6007.518555
	Iteration 8F: 3 clusters Score -2.158975e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177874 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -21592824.000000 Penalty: 6007.518555
	Iteration 9Q: 3 clusters Score -2.159282e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180059 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -21594388.000000 Penalty: 6007.518555
	Iteration 10Q: 3 clusters Score -2.159439e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180914 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -21595070.000000 Penalty: 6007.518555
	Iteration 11Q: 3 clusters Score -2.159507e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181246 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -21595352.000000 Penalty: 6007.518555
	Iteration 12Q: 3 clusters Score -2.159535e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181382 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -21595476.000000 Penalty: 6007.518555
	Iteration 13Q: 3 clusters Score -2.159548e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181441 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -21595584.000000 Penalty: 6007.518555
	Iteration 14Q: 3 clusters Score -2.159558e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181460 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -21595588.000000 Penalty: 6007.518555
	Iteration 15Q: 3 clusters Score -2.159559e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181483 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -21595624.000000 Penalty: 6007.518555
	Iteration 16Q: 3 clusters Score -2.159562e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181501 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -21595668.000000 Penalty: 6007.518555
	Iteration 17Q: 3 clusters Score -2.159567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181505 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -21595676.000000 Penalty: 6007.518555
	Iteration 18Q: 3 clusters Score -2.159568e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181508 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21595682.000000 Penalty: 6007.518555
	Iteration 19Q: 3 clusters Score -2.159568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181511 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21595706.000000 Penalty: 6007.518555
	Iteration 20F: 3 clusters Score -2.159571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181509 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -21595722.000000 Penalty: 6007.518555
	Iteration 21Q: 3 clusters Score -2.159572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181507 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -21595734.000000 Penalty: 6007.518555
	Iteration 22Q: 3 clusters Score -2.159573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181504 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -21595734.000000 Penalty: 6007.518555
	Iteration 23Q: 3 clusters Score -2.159573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181503 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21595746.000000 Penalty: 6007.518555
	Iteration 24Q: 3 clusters Score -2.159575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181503 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21595744.000000 Penalty: 6007.518555
	Iteration 25Q: 3 clusters Score -2.159574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181503 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21595748.000000 Penalty: 6007.518555
	Iteration 26Q: 3 clusters Score -2.159575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181502 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -21595742.000000 Penalty: 6007.518555
	Iteration 27Q: 3 clusters Score -2.159574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181502 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -21595730.000000 Penalty: 6007.518555
	Iteration 28Q: 3 clusters Score -2.159573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181502 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -21595724.000000 Penalty: 6007.518555
	Iteration 29Q: 3 clusters Score -2.159572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181502 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -21595726.000000 Penalty: 6007.518555
	Iteration 30Q: 3 clusters Score -2.159573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181503 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21595734.000000 Penalty: 6007.518555
	Iteration 31Q: 3 clusters Score -2.159573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181503 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21595732.000000 Penalty: 6007.518555
	Iteration 32Q: 3 clusters Score -2.159573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181503 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21595732.000000 Penalty: 6007.518555
	Iteration 33F: 3 clusters Score -2.159573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (78452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Entering Unmasked Estep 
Score: -9469721.000000 Penalty: 2795.020264
	Iteration 0F: 2 clusters Score -9469721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -9417086.000000 Penalty: 5590.040527
	Iteration 0F: 3 clusters Score -9417086 nChanged 36948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -9437716.000000 Penalty: 5590.040527
	Iteration 1F: 3 clusters Score -9437716 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -9438140.000000 Penalty: 5590.040527
	Iteration 2Q: 3 clusters Score -9438140 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -9438627.000000 Penalty: 5590.040527
	Iteration 3Q: 3 clusters Score -9438627 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -9439186.000000 Penalty: 5590.040527
	Iteration 4Q: 3 clusters Score -9439186 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -9439577.000000 Penalty: 5590.040527
	Iteration 5Q: 3 clusters Score -9439577 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -9440278.000000 Penalty: 5590.040527
	Iteration 6Q: 3 clusters Score -9440278 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -9441148.000000 Penalty: 5590.040527
	Iteration 7Q: 3 clusters Score -9441148 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -9442633.000000 Penalty: 5590.040527
	Iteration 8Q: 3 clusters Score -9442633 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -9445159.000000 Penalty: 5590.040527
	Iteration 9F: 3 clusters Score -9445159 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -9449224.000000 Penalty: 5590.040527
	Iteration 10F: 3 clusters Score -9449224 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -9454687.000000 Penalty: 5590.040527
	Iteration 11F: 3 clusters Score -9454687 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -9459915.000000 Penalty: 5590.040527
	Iteration 12F: 3 clusters Score -9459915 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 74313 members 
Entering Unmasked Estep 
Score: -9463566.000000 Penalty: 5590.040527
	Iteration 13Q: 3 clusters Score -9463566 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -9465537.000000 Penalty: 5590.040527
	Iteration 14Q: 3 clusters Score -9465537 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 77329 members 
Entering Unmasked Estep 
Score: -9466470.000000 Penalty: 5590.040527
	Iteration 15Q: 3 clusters Score -9466470 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 77707 members 
Entering Unmasked Estep 
Score: -9466845.000000 Penalty: 5590.040527
	Iteration 16Q: 3 clusters Score -9466845 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
Score: -9467040.000000 Penalty: 5590.040527
	Iteration 17Q: 3 clusters Score -9467040 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -9467155.000000 Penalty: 5590.040527
	Iteration 18Q: 3 clusters Score -9467155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -9467198.000000 Penalty: 5590.040527
	Iteration 19Q: 3 clusters Score -9467198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 78032 members 
Entering Unmasked Estep 
Score: -9467230.000000 Penalty: 5590.040527
	Iteration 20F: 3 clusters Score -9467230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 78053 members 
Entering Unmasked Estep 
Score: -9467259.000000 Penalty: 5590.040527
	Iteration 21Q: 3 clusters Score -9467259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 78065 members 
Entering Unmasked Estep 
Score: -9467283.000000 Penalty: 5590.040527
	Iteration 22Q: 3 clusters Score -9467283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -9467288.000000 Penalty: 5590.040527
	Iteration 23Q: 3 clusters Score -9467288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 78076 members 
Entering Unmasked Estep 
Score: -9467294.000000 Penalty: 5590.040527
	Iteration 24Q: 3 clusters Score -9467294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 78079 members 
Entering Unmasked Estep 
Score: -9467294.000000 Penalty: 5590.040527
	Iteration 25Q: 3 clusters Score -9467294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -9467297.000000 Penalty: 5590.040527
	Iteration 26Q: 3 clusters Score -9467297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 78083 members 
Entering Unmasked Estep 
Score: -9467299.000000 Penalty: 5590.040527
	Iteration 27Q: 3 clusters Score -9467299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -9467305.000000 Penalty: 5590.040527
	Iteration 28Q: 3 clusters Score -9467305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 78086 members 
Entering Unmasked Estep 
Score: -9467303.000000 Penalty: 5590.040527
	Iteration 29Q: 3 clusters Score -9467303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -9467314.000000 Penalty: 5590.040527
	Iteration 30Q: 3 clusters Score -9467314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -9467319.000000 Penalty: 5590.040527
	Iteration 31Q: 3 clusters Score -9467319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -9467317.000000 Penalty: 5590.040527
	Iteration 32Q: 3 clusters Score -9467317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -9467317.000000 Penalty: 5590.040527
	Iteration 33F: 3 clusters Score -9467317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Entering Unmasked Estep 
Score: -2678642.750000 Penalty: 2497.364746
	Iteration 0F: 2 clusters Score -2678643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2662240.500000 Penalty: 4994.729492
	Iteration 0F: 3 clusters Score -2662240 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2668172.500000 Penalty: 4994.729492
	Iteration 1F: 3 clusters Score -2668172 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2669122.750000 Penalty: 4994.729492
	Iteration 2F: 3 clusters Score -2669123 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2670166.250000 Penalty: 4994.729492
	Iteration 3F: 3 clusters Score -2670166 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2671156.500000 Penalty: 4994.729492
	Iteration 4F: 3 clusters Score -2671156 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2671896.250000 Penalty: 4994.729492
	Iteration 5F: 3 clusters Score -2671896 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2672409.500000 Penalty: 4994.729492
	Iteration 6Q: 3 clusters Score -2672410 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2672842.000000 Penalty: 4994.729492
	Iteration 7Q: 3 clusters Score -2672842 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2673222.500000 Penalty: 4994.729492
	Iteration 8Q: 3 clusters Score -2673222 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2673582.500000 Penalty: 4994.729492
	Iteration 9Q: 3 clusters Score -2673582 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2673922.500000 Penalty: 4994.729492
	Iteration 10Q: 3 clusters Score -2673922 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2674237.750000 Penalty: 4994.729492
	Iteration 11Q: 3 clusters Score -2674238 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2674572.750000 Penalty: 4994.729492
	Iteration 12Q: 3 clusters Score -2674573 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2674912.750000 Penalty: 4994.729492
	Iteration 13Q: 3 clusters Score -2674913 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2675293.250000 Penalty: 4994.729492
	Iteration 14Q: 3 clusters Score -2675293 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2675585.750000 Penalty: 4994.729492
	Iteration 15Q: 3 clusters Score -2675586 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2675832.750000 Penalty: 4994.729492
	Iteration 16Q: 3 clusters Score -2675833 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2676030.000000 Penalty: 4994.729492
	Iteration 17Q: 3 clusters Score -2676030 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2676185.250000 Penalty: 4994.729492
	Iteration 18Q: 3 clusters Score -2676185 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2676297.500000 Penalty: 4994.729492
	Iteration 19Q: 3 clusters Score -2676298 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2676390.250000 Penalty: 4994.729492
	Iteration 20F: 3 clusters Score -2676390 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2676448.250000 Penalty: 4994.729492
	Iteration 21Q: 3 clusters Score -2676448 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2676513.500000 Penalty: 4994.729492
	Iteration 22Q: 3 clusters Score -2676514 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2676563.000000 Penalty: 4994.729492
	Iteration 23Q: 3 clusters Score -2676563 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2676604.750000 Penalty: 4994.729492
	Iteration 24Q: 3 clusters Score -2676605 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2676626.000000 Penalty: 4994.729492
	Iteration 25Q: 3 clusters Score -2676626 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2676654.750000 Penalty: 4994.729492
	Iteration 26Q: 3 clusters Score -2676655 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2676667.500000 Penalty: 4994.729492
	Iteration 27Q: 3 clusters Score -2676668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2676688.750000 Penalty: 4994.729492
	Iteration 28Q: 3 clusters Score -2676689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2676707.750000 Penalty: 4994.729492
	Iteration 29Q: 3 clusters Score -2676708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2676722.250000 Penalty: 4994.729492
	Iteration 30Q: 3 clusters Score -2676722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -2676722.750000 Penalty: 4994.729492
	Iteration 31Q: 3 clusters Score -2676723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2676729.000000 Penalty: 4994.729492
	Iteration 32Q: 3 clusters Score -2676729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2676730.250000 Penalty: 4994.729492
	Iteration 33Q: 3 clusters Score -2676730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2676739.000000 Penalty: 4994.729492
	Iteration 34Q: 3 clusters Score -2676739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2676741.000000 Penalty: 4994.729492
	Iteration 35Q: 3 clusters Score -2676741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2676746.250000 Penalty: 4994.729492
	Iteration 36Q: 3 clusters Score -2676746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2676742.750000 Penalty: 4994.729492
	Iteration 37Q: 3 clusters Score -2676743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2676748.250000 Penalty: 4994.729492
	Iteration 38Q: 3 clusters Score -2676748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2676748.500000 Penalty: 4994.729492
	Iteration 39Q: 3 clusters Score -2676748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2676756.500000 Penalty: 4994.729492
	Iteration 40F: 3 clusters Score -2676756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2676755.500000 Penalty: 4994.729492
	Iteration 41Q: 3 clusters Score -2676756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2676764.250000 Penalty: 4994.729492
	Iteration 42Q: 3 clusters Score -2676764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2676766.500000 Penalty: 4994.729492
	Iteration 43Q: 3 clusters Score -2676766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2676772.250000 Penalty: 4994.729492
	Iteration 44Q: 3 clusters Score -2676772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2676776.000000 Penalty: 4994.729492
	Iteration 45Q: 3 clusters Score -2676776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2676777.500000 Penalty: 4994.729492
	Iteration 46Q: 3 clusters Score -2676778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2676780.750000 Penalty: 4994.729492
	Iteration 47Q: 3 clusters Score -2676781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2676779.500000 Penalty: 4994.729492
	Iteration 48Q: 3 clusters Score -2676780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2676787.500000 Penalty: 4994.729492
	Iteration 49Q: 3 clusters Score -2676788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2676789.750000 Penalty: 4994.729492
	Iteration 50Q: 3 clusters Score -2676790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2676785.250000 Penalty: 4994.729492
	Iteration 51Q: 3 clusters Score -2676785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2676789.000000 Penalty: 4994.729492
	Iteration 52Q: 3 clusters Score -2676789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2676792.750000 Penalty: 4994.729492
	Iteration 53Q: 3 clusters Score -2676793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2676799.750000 Penalty: 4994.729492
	Iteration 54Q: 3 clusters Score -2676800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2676798.500000 Penalty: 4994.729492
	Iteration 55Q: 3 clusters Score -2676798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2676798.750000 Penalty: 4994.729492
	Iteration 56Q: 3 clusters Score -2676799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2676802.750000 Penalty: 4994.729492
	Iteration 57Q: 3 clusters Score -2676803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2676800.250000 Penalty: 4994.729492
	Iteration 58Q: 3 clusters Score -2676800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2676803.250000 Penalty: 4994.729492
	Iteration 59Q: 3 clusters Score -2676803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2676809.750000 Penalty: 4994.729492
	Iteration 60F: 3 clusters Score -2676810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2676812.250000 Penalty: 4994.729492
	Iteration 61Q: 3 clusters Score -2676812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2676817.250000 Penalty: 4994.729492
	Iteration 62Q: 3 clusters Score -2676817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2676823.750000 Penalty: 4994.729492
	Iteration 63Q: 3 clusters Score -2676824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2676827.750000 Penalty: 4994.729492
	Iteration 64Q: 3 clusters Score -2676828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2676827.750000 Penalty: 4994.729492
	Iteration 65Q: 3 clusters Score -2676828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2676832.250000 Penalty: 4994.729492
	Iteration 66Q: 3 clusters Score -2676832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2676841.000000 Penalty: 4994.729492
	Iteration 67Q: 3 clusters Score -2676841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2676835.750000 Penalty: 4994.729492
	Iteration 68Q: 3 clusters Score -2676836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2676835.750000 Penalty: 4994.729492
	Iteration 69Q: 3 clusters Score -2676836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2676838.750000 Penalty: 4994.729492
	Iteration 70Q: 3 clusters Score -2676839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2676841.750000 Penalty: 4994.729492
	Iteration 71Q: 3 clusters Score -2676842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2676842.250000 Penalty: 4994.729492
	Iteration 72Q: 3 clusters Score -2676842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2676839.250000 Penalty: 4994.729492
	Iteration 73Q: 3 clusters Score -2676839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2676841.750000 Penalty: 4994.729492
	Iteration 74Q: 3 clusters Score -2676842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2676842.750000 Penalty: 4994.729492
	Iteration 75Q: 3 clusters Score -2676843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2676843.500000 Penalty: 4994.729492
	Iteration 76Q: 3 clusters Score -2676844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2676846.750000 Penalty: 4994.729492
	Iteration 77Q: 3 clusters Score -2676847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2676847.000000 Penalty: 4994.729492
	Iteration 78Q: 3 clusters Score -2676847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2676848.000000 Penalty: 4994.729492
	Iteration 79Q: 3 clusters Score -2676848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2676849.000000 Penalty: 4994.729492
	Iteration 80F: 3 clusters Score -2676849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2676845.500000 Penalty: 4994.729492
	Iteration 81Q: 3 clusters Score -2676846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2676841.500000 Penalty: 4994.729492
	Iteration 82Q: 3 clusters Score -2676842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2676842.000000 Penalty: 4994.729492
	Iteration 83Q: 3 clusters Score -2676842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2676842.500000 Penalty: 4994.729492
	Iteration 84Q: 3 clusters Score -2676842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2676844.750000 Penalty: 4994.729492
	Iteration 85Q: 3 clusters Score -2676845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2676845.250000 Penalty: 4994.729492
	Iteration 86Q: 3 clusters Score -2676845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2676847.000000 Penalty: 4994.729492
	Iteration 87Q: 3 clusters Score -2676847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2676851.250000 Penalty: 4994.729492
	Iteration 88Q: 3 clusters Score -2676851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2676851.500000 Penalty: 4994.729492
	Iteration 89Q: 3 clusters Score -2676852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2676852.250000 Penalty: 4994.729492
	Iteration 90Q: 3 clusters Score -2676852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2676853.000000 Penalty: 4994.729492
	Iteration 91Q: 3 clusters Score -2676853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2676856.000000 Penalty: 4994.729492
	Iteration 92Q: 3 clusters Score -2676856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2676853.750000 Penalty: 4994.729492
	Iteration 93Q: 3 clusters Score -2676854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2676852.750000 Penalty: 4994.729492
	Iteration 94Q: 3 clusters Score -2676853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2676854.250000 Penalty: 4994.729492
	Iteration 95Q: 3 clusters Score -2676854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2676861.250000 Penalty: 4994.729492
	Iteration 96Q: 3 clusters Score -2676861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2676865.750000 Penalty: 4994.729492
	Iteration 97Q: 3 clusters Score -2676866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2676863.250000 Penalty: 4994.729492
	Iteration 98Q: 3 clusters Score -2676863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2676863.750000 Penalty: 4994.729492
	Iteration 99Q: 3 clusters Score -2676864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2676869.250000 Penalty: 4994.729492
	Iteration 100F: 3 clusters Score -2676869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2676869.500000 Penalty: 4994.729492
	Iteration 101Q: 3 clusters Score -2676870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2676870.750000 Penalty: 4994.729492
	Iteration 102Q: 3 clusters Score -2676871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2676870.250000 Penalty: 4994.729492
	Iteration 103Q: 3 clusters Score -2676870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2676870.750000 Penalty: 4994.729492
	Iteration 104Q: 3 clusters Score -2676871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2676871.750000 Penalty: 4994.729492
	Iteration 105Q: 3 clusters Score -2676872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2676874.750000 Penalty: 4994.729492
	Iteration 106Q: 3 clusters Score -2676875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2676877.750000 Penalty: 4994.729492
	Iteration 107Q: 3 clusters Score -2676878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2676887.250000 Penalty: 4994.729492
	Iteration 108Q: 3 clusters Score -2676887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2676901.250000 Penalty: 4994.729492
	Iteration 109Q: 3 clusters Score -2676901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2676921.000000 Penalty: 4994.729492
	Iteration 110Q: 3 clusters Score -2676921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -2676930.500000 Penalty: 4994.729492
	Iteration 111Q: 3 clusters Score -2676930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2676936.250000 Penalty: 4994.729492
	Iteration 112Q: 3 clusters Score -2676936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2676943.000000 Penalty: 4994.729492
	Iteration 113Q: 3 clusters Score -2676943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2676951.000000 Penalty: 4994.729492
	Iteration 114Q: 3 clusters Score -2676951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2676959.250000 Penalty: 4994.729492
	Iteration 115Q: 3 clusters Score -2676959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2676967.250000 Penalty: 4994.729492
	Iteration 116Q: 3 clusters Score -2676967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2676975.000000 Penalty: 4994.729492
	Iteration 117Q: 3 clusters Score -2676975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2676974.500000 Penalty: 4994.729492
	Iteration 118Q: 3 clusters Score -2676974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2676987.500000 Penalty: 4994.729492
	Iteration 119Q: 3 clusters Score -2676988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2676986.000000 Penalty: 4994.729492
	Iteration 120F: 3 clusters Score -2676986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2676986.500000 Penalty: 4994.729492
	Iteration 121Q: 3 clusters Score -2676986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2676987.750000 Penalty: 4994.729492
	Iteration 122Q: 3 clusters Score -2676988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2676996.000000 Penalty: 4994.729492
	Iteration 123Q: 3 clusters Score -2676996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2676999.750000 Penalty: 4994.729492
	Iteration 124Q: 3 clusters Score -2677000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2677008.750000 Penalty: 4994.729492
	Iteration 125Q: 3 clusters Score -2677009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2677008.000000 Penalty: 4994.729492
	Iteration 126Q: 3 clusters Score -2677008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2677008.000000 Penalty: 4994.729492
	Iteration 127Q: 3 clusters Score -2677008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2677012.000000 Penalty: 4994.729492
	Iteration 128Q: 3 clusters Score -2677012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2677017.250000 Penalty: 4994.729492
	Iteration 129Q: 3 clusters Score -2677017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2677016.500000 Penalty: 4994.729492
	Iteration 130Q: 3 clusters Score -2677016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2677020.250000 Penalty: 4994.729492
	Iteration 131Q: 3 clusters Score -2677020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2677018.000000 Penalty: 4994.729492
	Iteration 132Q: 3 clusters Score -2677018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2677017.500000 Penalty: 4994.729492
	Iteration 133Q: 3 clusters Score -2677018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2677017.500000 Penalty: 4994.729492
	Iteration 134F: 3 clusters Score -2677018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200495 members 
Entering Unmasked Estep 
Score: -23895614.000000 Penalty: 3027.718994
	Iteration 0F: 2 clusters Score -2.389561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100114 members 
Mstep: Class 2 contains 100381 members 
Entering Unmasked Estep 
Score: -23779236.000000 Penalty: 6055.437988
	Iteration 0F: 3 clusters Score -2.377924e+07 nChanged 96258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 103089 members 
Entering Unmasked Estep 
Score: -23835250.000000 Penalty: 6055.437988
	Iteration 1F: 3 clusters Score -2.383525e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95299 members 
Mstep: Class 2 contains 105196 members 
Entering Unmasked Estep 
Score: -23837108.000000 Penalty: 6055.437988
	Iteration 2Q: 3 clusters Score -2.383711e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 108690 members 
Entering Unmasked Estep 
Score: -23839568.000000 Penalty: 6055.437988
	Iteration 3Q: 3 clusters Score -2.383957e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 114155 members 
Entering Unmasked Estep 
Score: -23843114.000000 Penalty: 6055.437988
	Iteration 4Q: 3 clusters Score -2.384311e+07 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Mstep: Class 2 contains 122221 members 
Entering Unmasked Estep 
Score: -23849062.000000 Penalty: 6055.437988
	Iteration 5F: 3 clusters Score -2.384906e+07 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67397 members 
Mstep: Class 2 contains 133098 members 
Entering Unmasked Estep 
Score: -23857656.000000 Penalty: 6055.437988
	Iteration 6F: 3 clusters Score -2.385766e+07 nChanged 15809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 146687 members 
Entering Unmasked Estep 
Score: -23869044.000000 Penalty: 6055.437988
	Iteration 7F: 3 clusters Score -2.386904e+07 nChanged 15872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -23879480.000000 Penalty: 6055.437988
	Iteration 8F: 3 clusters Score -2.387948e+07 nChanged 13453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 173760 members 
Entering Unmasked Estep 
Score: -23886406.000000 Penalty: 6055.437988
	Iteration 9F: 3 clusters Score -2.388641e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 182709 members 
Entering Unmasked Estep 
Score: -23889794.000000 Penalty: 6055.437988
	Iteration 10Q: 3 clusters Score -2.388979e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 188421 members 
Entering Unmasked Estep 
Score: -23891706.000000 Penalty: 6055.437988
	Iteration 11Q: 3 clusters Score -2.389171e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 191748 members 
Entering Unmasked Estep 
Score: -23892878.000000 Penalty: 6055.437988
	Iteration 12Q: 3 clusters Score -2.389288e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 193742 members 
Entering Unmasked Estep 
Score: -23893564.000000 Penalty: 6055.437988
	Iteration 13Q: 3 clusters Score -2.389356e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 194899 members 
Entering Unmasked Estep 
Score: -23894076.000000 Penalty: 6055.437988
	Iteration 14Q: 3 clusters Score -2.389408e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 195570 members 
Entering Unmasked Estep 
Score: -23894250.000000 Penalty: 6055.437988
	Iteration 15Q: 3 clusters Score -2.389425e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 195993 members 
Entering Unmasked Estep 
Score: -23894412.000000 Penalty: 6055.437988
	Iteration 16Q: 3 clusters Score -2.389441e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 196234 members 
Entering Unmasked Estep 
Score: -23894460.000000 Penalty: 6055.437988
	Iteration 17Q: 3 clusters Score -2.389446e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 196367 members 
Entering Unmasked Estep 
Score: -23894550.000000 Penalty: 6055.437988
	Iteration 18Q: 3 clusters Score -2.389455e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 196435 members 
Entering Unmasked Estep 
Score: -23894696.000000 Penalty: 6055.437988
	Iteration 19Q: 3 clusters Score -2.38947e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 196479 members 
Entering Unmasked Estep 
Score: -23894810.000000 Penalty: 6055.437988
	Iteration 20F: 3 clusters Score -2.389481e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 196515 members 
Entering Unmasked Estep 
Score: -23894892.000000 Penalty: 6055.437988
	Iteration 21Q: 3 clusters Score -2.389489e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 196542 members 
Entering Unmasked Estep 
Score: -23894958.000000 Penalty: 6055.437988
	Iteration 22Q: 3 clusters Score -2.389496e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 196578 members 
Entering Unmasked Estep 
Score: -23895060.000000 Penalty: 6055.437988
	Iteration 23Q: 3 clusters Score -2.389506e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 196611 members 
Entering Unmasked Estep 
Score: -23895064.000000 Penalty: 6055.437988
	Iteration 24Q: 3 clusters Score -2.389506e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 196630 members 
Entering Unmasked Estep 
Score: -23895072.000000 Penalty: 6055.437988
	Iteration 25Q: 3 clusters Score -2.389507e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 196628 members 
Entering Unmasked Estep 
Score: -23895116.000000 Penalty: 6055.437988
	Iteration 26Q: 3 clusters Score -2.389512e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 196637 members 
Entering Unmasked Estep 
Score: -23895146.000000 Penalty: 6055.437988
	Iteration 27Q: 3 clusters Score -2.389515e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 196640 members 
Entering Unmasked Estep 
Score: -23895174.000000 Penalty: 6055.437988
	Iteration 28Q: 3 clusters Score -2.389517e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 196639 members 
Entering Unmasked Estep 
Score: -23895186.000000 Penalty: 6055.437988
	Iteration 29Q: 3 clusters Score -2.389519e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 196663 members 
Entering Unmasked Estep 
Score: -23895166.000000 Penalty: 6055.437988
	Iteration 30Q: 3 clusters Score -2.389517e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 196672 members 
Entering Unmasked Estep 
Score: -23895174.000000 Penalty: 6055.437988
	Iteration 31Q: 3 clusters Score -2.389517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 196673 members 
Entering Unmasked Estep 
Score: -23895180.000000 Penalty: 6055.437988
	Iteration 32Q: 3 clusters Score -2.389518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 196674 members 
Entering Unmasked Estep 
Score: -23895180.000000 Penalty: 6055.437988
	Iteration 33Q: 3 clusters Score -2.389518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 196684 members 
Entering Unmasked Estep 
Score: -23895192.000000 Penalty: 6055.437988
	Iteration 34Q: 3 clusters Score -2.389519e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 196688 members 
Entering Unmasked Estep 
Score: -23895186.000000 Penalty: 6055.437988
	Iteration 35Q: 3 clusters Score -2.389519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 196689 members 
Entering Unmasked Estep 
Score: -23895214.000000 Penalty: 6055.437988
	Iteration 36Q: 3 clusters Score -2.389521e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 196694 members 
Entering Unmasked Estep 
Score: -23895212.000000 Penalty: 6055.437988
	Iteration 37Q: 3 clusters Score -2.389521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 196698 members 
Entering Unmasked Estep 
Score: -23895214.000000 Penalty: 6055.437988
	Iteration 38Q: 3 clusters Score -2.389521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 196702 members 
Entering Unmasked Estep 
Score: -23895234.000000 Penalty: 6055.437988
	Iteration 39Q: 3 clusters Score -2.389523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 196699 members 
Entering Unmasked Estep 
Score: -23895242.000000 Penalty: 6055.437988
	Iteration 40F: 3 clusters Score -2.389524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 196696 members 
Entering Unmasked Estep 
Score: -23895250.000000 Penalty: 6055.437988
	Iteration 41Q: 3 clusters Score -2.389525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 196697 members 
Entering Unmasked Estep 
Score: -23895238.000000 Penalty: 6055.437988
	Iteration 42Q: 3 clusters Score -2.389524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 196695 members 
Entering Unmasked Estep 
Score: -23895242.000000 Penalty: 6055.437988
	Iteration 43Q: 3 clusters Score -2.389524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 196693 members 
Entering Unmasked Estep 
Score: -23895250.000000 Penalty: 6055.437988
	Iteration 44Q: 3 clusters Score -2.389525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 196692 members 
Entering Unmasked Estep 
Score: -23895258.000000 Penalty: 6055.437988
	Iteration 45Q: 3 clusters Score -2.389526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 196695 members 
Entering Unmasked Estep 
Score: -23895242.000000 Penalty: 6055.437988
	Iteration 46Q: 3 clusters Score -2.389524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 196697 members 
Entering Unmasked Estep 
Score: -23895240.000000 Penalty: 6055.437988
	Iteration 47Q: 3 clusters Score -2.389524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 196690 members 
Entering Unmasked Estep 
Score: -23895256.000000 Penalty: 6055.437988
	Iteration 48Q: 3 clusters Score -2.389526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 196689 members 
Entering Unmasked Estep 
Score: -23895252.000000 Penalty: 6055.437988
	Iteration 49Q: 3 clusters Score -2.389525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 196686 members 
Entering Unmasked Estep 
Score: -23895268.000000 Penalty: 6055.437988
	Iteration 50Q: 3 clusters Score -2.389527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 196689 members 
Entering Unmasked Estep 
Score: -23895262.000000 Penalty: 6055.437988
	Iteration 51Q: 3 clusters Score -2.389526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 196689 members 
Entering Unmasked Estep 
Score: -23895262.000000 Penalty: 6055.437988
	Iteration 52F: 3 clusters Score -2.389526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 204458 members 
Mstep: Class 2 contains 83907 members 
Mstep: Class 3 contains 7047 members 
Mstep: Class 4 contains 262176 members 
Mstep: Class 5 contains 40788 members 
Mstep: Class 6 contains 21618 members 
Mstep: Class 7 contains 35387 members 
Mstep: Class 8 contains 6490 members 
Mstep: Class 9 contains 16404 members 
Mstep: Class 10 contains 31351 members 
Mstep: Class 11 contains 47869 members 
Mstep: Class 12 contains 10330 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 73854 members 
Mstep: Class 15 contains 182031 members 
Mstep: Class 16 contains 78452 members 
Mstep: Class 17 contains 23624 members 
Mstep: Class 19 contains 200495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155962272.000000 Penalty: 76998.335938
Iteration 39Q: 23 clusters Score -1.559623e+08 nChanged 15215
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 204639 members 
Mstep: Class 2 contains 83233 members 
Mstep: Class 3 contains 7110 members 
Mstep: Class 4 contains 261936 members 
Mstep: Class 5 contains 41321 members 
Mstep: Class 6 contains 21639 members 
Mstep: Class 7 contains 35478 members 
Mstep: Class 8 contains 6585 members 
Mstep: Class 9 contains 17101 members 
Mstep: Class 10 contains 31520 members 
Mstep: Class 11 contains 48479 members 
Mstep: Class 12 contains 10187 members 
Mstep: Class 13 contains 870 members 
Mstep: Class 14 contains 73835 members 
Mstep: Class 15 contains 181397 members 
Mstep: Class 16 contains 81916 members 
Mstep: Class 17 contains 19992 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 200502 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 4738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155969808.000000 Penalty: 76998.335938
Iteration 40F: 23 clusters Score -1.559698e+08 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 204591 members 
Mstep: Class 2 contains 82370 members 
Mstep: Class 3 contains 7170 members 
Mstep: Class 4 contains 261440 members 
Mstep: Class 5 contains 41626 members 
Mstep: Class 6 contains 21543 members 
Mstep: Class 7 contains 35618 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 17683 members 
Mstep: Class 10 contains 31940 members 
Mstep: Class 11 contains 48847 members 
Mstep: Class 12 contains 10153 members 
Mstep: Class 13 contains 890 members 
Mstep: Class 14 contains 73692 members 
Mstep: Class 15 contains 180529 members 
Mstep: Class 16 contains 84776 members 
Mstep: Class 17 contains 16659 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 200274 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 8897 members 
Mstep: Class 22 contains 4938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155975024.000000 Penalty: 76998.335938
Iteration 41Q: 23 clusters Score -1.55975e+08 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 204720 members 
Mstep: Class 2 contains 81517 members 
Mstep: Class 3 contains 7271 members 
Mstep: Class 4 contains 261050 members 
Mstep: Class 5 contains 41832 members 
Mstep: Class 6 contains 21403 members 
Mstep: Class 7 contains 35686 members 
Mstep: Class 8 contains 7185 members 
Mstep: Class 9 contains 18174 members 
Mstep: Class 10 contains 32280 members 
Mstep: Class 11 contains 49067 members 
Mstep: Class 12 contains 10188 members 
Mstep: Class 13 contains 860 members 
Mstep: Class 14 contains 73517 members 
Mstep: Class 15 contains 179793 members 
Mstep: Class 16 contains 87238 members 
Mstep: Class 17 contains 14014 members 
Mstep: Class 18 contains 3635 members 
Mstep: Class 19 contains 200204 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 9253 members 
Mstep: Class 22 contains 5022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155978336.000000 Penalty: 76998.335938
Iteration 42Q: 23 clusters Score -1.559783e+08 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 204931 members 
Mstep: Class 2 contains 80726 members 
Mstep: Class 3 contains 7400 members 
Mstep: Class 4 contains 260715 members 
Mstep: Class 5 contains 41989 members 
Mstep: Class 6 contains 21278 members 
Mstep: Class 7 contains 35753 members 
Mstep: Class 8 contains 7369 members 
Mstep: Class 9 contains 18593 members 
Mstep: Class 10 contains 32608 members 
Mstep: Class 11 contains 49148 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 833 members 
Mstep: Class 14 contains 73369 members 
Mstep: Class 15 contains 179209 members 
Mstep: Class 16 contains 89192 members 
Mstep: Class 17 contains 11977 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 200148 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 9460 members 
Mstep: Class 22 contains 5067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155979440.000000 Penalty: 76998.335938
Iteration 43Q: 23 clusters Score -1.559794e+08 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 205244 members 
Mstep: Class 2 contains 80055 members 
Mstep: Class 3 contains 7538 members 
Mstep: Class 4 contains 260417 members 
Mstep: Class 5 contains 42131 members 
Mstep: Class 6 contains 21154 members 
Mstep: Class 7 contains 35769 members 
Mstep: Class 8 contains 7518 members 
Mstep: Class 9 contains 18947 members 
Mstep: Class 10 contains 32860 members 
Mstep: Class 11 contains 49174 members 
Mstep: Class 12 contains 10312 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 73264 members 
Mstep: Class 15 contains 178766 members 
Mstep: Class 16 contains 90596 members 
Mstep: Class 17 contains 10475 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 200077 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 9604 members 
Mstep: Class 22 contains 5094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155981344.000000 Penalty: 76998.335938
Iteration 44Q: 23 clusters Score -1.559813e+08 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 205585 members 
Mstep: Class 2 contains 79441 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 260159 members 
Mstep: Class 5 contains 42268 members 
Mstep: Class 6 contains 21077 members 
Mstep: Class 7 contains 35801 members 
Mstep: Class 8 contains 7654 members 
Mstep: Class 9 contains 19263 members 
Mstep: Class 10 contains 33014 members 
Mstep: Class 11 contains 49173 members 
Mstep: Class 12 contains 10370 members 
Mstep: Class 13 contains 817 members 
Mstep: Class 14 contains 73180 members 
Mstep: Class 15 contains 178399 members 
Mstep: Class 16 contains 91616 members 
Mstep: Class 17 contains 9372 members 
Mstep: Class 18 contains 4187 members 
Mstep: Class 19 contains 199981 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 9696 members 
Mstep: Class 22 contains 5101 members 
Entering Unmasked Estep 
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Score: -155982256.000000 Penalty: 76998.335938
Iteration 45Q: 23 clusters Score -1.559823e+08 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 205929 members 
Mstep: Class 2 contains 78867 members 
Mstep: Class 3 contains 7787 members 
Mstep: Class 4 contains 259901 members 
Mstep: Class 5 contains 42391 members 
Mstep: Class 6 contains 21017 members 
Mstep: Class 7 contains 35848 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 19556 members 
Mstep: Class 10 contains 33191 members 
Mstep: Class 11 contains 49157 members 
Mstep: Class 12 contains 10405 members 
Mstep: Class 13 contains 813 members 
Mstep: Class 14 contains 73111 members 
Mstep: Class 15 contains 178120 members 
Mstep: Class 16 contains 92305 members 
Mstep: Class 17 contains 8616 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 199875 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 9765 members 
Mstep: Class 22 contains 5105 members 
Entering Unmasked Estep 
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Iteration 46Q: 23 clusters Score -1.55983e+08 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 206295 members 
Mstep: Class 2 contains 78299 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 4 contains 259728 members 
Mstep: Class 5 contains 42494 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 35869 members 
Mstep: Class 8 contains 7909 members 
Mstep: Class 9 contains 19783 members 
Mstep: Class 10 contains 33287 members 
Mstep: Class 11 contains 49114 members 
Mstep: Class 12 contains 10431 members 
Mstep: Class 13 contains 808 members 
Mstep: Class 14 contains 73052 members 
Mstep: Class 15 contains 177907 members 
Mstep: Class 16 contains 92799 members 
Mstep: Class 17 contains 8057 members 
Mstep: Class 18 contains 4370 members 
Mstep: Class 19 contains 199808 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 9840 members 
Mstep: Class 22 contains 5111 members 
Entering Unmasked Estep 
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Iteration 47Q: 23 clusters Score -1.559835e+08 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 206656 members 
Mstep: Class 2 contains 77809 members 
Mstep: Class 3 contains 7970 members 
Mstep: Class 4 contains 259541 members 
Mstep: Class 5 contains 42569 members 
Mstep: Class 6 contains 20942 members 
Mstep: Class 7 contains 35870 members 
Mstep: Class 8 contains 8018 members 
Mstep: Class 9 contains 19961 members 
Mstep: Class 10 contains 33366 members 
Mstep: Class 11 contains 49038 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 802 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 177732 members 
Mstep: Class 16 contains 93203 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 4463 members 
Mstep: Class 19 contains 199738 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 9891 members 
Mstep: Class 22 contains 5120 members 
Entering Unmasked Estep 
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Iteration 48Q: 23 clusters Score -1.55984e+08 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 206988 members 
Mstep: Class 2 contains 77347 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 259363 members 
Mstep: Class 5 contains 42626 members 
Mstep: Class 6 contains 20915 members 
Mstep: Class 7 contains 35865 members 
Mstep: Class 8 contains 8122 members 
Mstep: Class 9 contains 20127 members 
Mstep: Class 10 contains 33487 members 
Mstep: Class 11 contains 48941 members 
Mstep: Class 12 contains 10481 members 
Mstep: Class 13 contains 801 members 
Mstep: Class 14 contains 72991 members 
Mstep: Class 15 contains 177603 members 
Mstep: Class 16 contains 93486 members 
Mstep: Class 17 contains 7337 members 
Mstep: Class 18 contains 4528 members 
Mstep: Class 19 contains 199686 members 
Mstep: Class 20 contains 2145 members 
Mstep: Class 21 contains 9934 members 
Mstep: Class 22 contains 5129 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -1.55984e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207302 members 
Mstep: Class 2 contains 76925 members 
Mstep: Class 3 contains 8074 members 
Mstep: Class 4 contains 259188 members 
Mstep: Class 5 contains 42667 members 
Mstep: Class 6 contains 20890 members 
Mstep: Class 7 contains 35847 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 20250 members 
Mstep: Class 10 contains 33617 members 
Mstep: Class 11 contains 48851 members 
Mstep: Class 12 contains 10504 members 
Mstep: Class 13 contains 799 members 
Mstep: Class 14 contains 72955 members 
Mstep: Class 15 contains 177525 members 
Mstep: Class 16 contains 93731 members 
Mstep: Class 17 contains 7074 members 
Mstep: Class 18 contains 4587 members 
Mstep: Class 19 contains 199640 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 5131 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -1.559845e+08 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207667 members 
Mstep: Class 2 contains 76512 members 
Mstep: Class 3 contains 8134 members 
Mstep: Class 4 contains 259040 members 
Mstep: Class 5 contains 42676 members 
Mstep: Class 6 contains 20875 members 
Mstep: Class 7 contains 35821 members 
Mstep: Class 8 contains 8330 members 
Mstep: Class 9 contains 20343 members 
Mstep: Class 10 contains 33763 members 
Mstep: Class 11 contains 48748 members 
Mstep: Class 12 contains 10514 members 
Mstep: Class 13 contains 797 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 177468 members 
Mstep: Class 16 contains 93897 members 
Mstep: Class 17 contains 6864 members 
Mstep: Class 18 contains 4628 members 
Mstep: Class 19 contains 199593 members 
Mstep: Class 20 contains 2178 members 
Mstep: Class 21 contains 10022 members 
Mstep: Class 22 contains 5135 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -1.559845e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208037 members 
Mstep: Class 2 contains 76122 members 
Mstep: Class 3 contains 8180 members 
Mstep: Class 4 contains 258935 members 
Mstep: Class 5 contains 42692 members 
Mstep: Class 6 contains 20864 members 
Mstep: Class 7 contains 35787 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 20427 members 
Mstep: Class 10 contains 33856 members 
Mstep: Class 11 contains 48617 members 
Mstep: Class 12 contains 10530 members 
Mstep: Class 13 contains 795 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 177436 members 
Mstep: Class 16 contains 94022 members 
Mstep: Class 17 contains 6715 members 
Mstep: Class 18 contains 4677 members 
Mstep: Class 19 contains 199544 members 
Mstep: Class 20 contains 2199 members 
Mstep: Class 21 contains 10044 members 
Mstep: Class 22 contains 5136 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -1.55985e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208427 members 
Mstep: Class 2 contains 75723 members 
Mstep: Class 3 contains 8225 members 
Mstep: Class 4 contains 258835 members 
Mstep: Class 5 contains 42702 members 
Mstep: Class 6 contains 20855 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 8472 members 
Mstep: Class 9 contains 20483 members 
Mstep: Class 10 contains 33971 members 
Mstep: Class 11 contains 48489 members 
Mstep: Class 12 contains 10541 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 72880 members 
Mstep: Class 15 contains 177449 members 
Mstep: Class 16 contains 94095 members 
Mstep: Class 17 contains 6615 members 
Mstep: Class 18 contains 4726 members 
Mstep: Class 19 contains 199498 members 
Mstep: Class 20 contains 2211 members 
Mstep: Class 21 contains 10060 members 
Mstep: Class 22 contains 5137 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -1.559855e+08 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208845 members 
Mstep: Class 2 contains 75340 members 
Mstep: Class 3 contains 8264 members 
Mstep: Class 4 contains 258723 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 20845 members 
Mstep: Class 7 contains 35701 members 
Mstep: Class 8 contains 8541 members 
Mstep: Class 9 contains 20533 members 
Mstep: Class 10 contains 34066 members 
Mstep: Class 11 contains 48352 members 
Mstep: Class 12 contains 10547 members 
Mstep: Class 13 contains 792 members 
Mstep: Class 14 contains 72873 members 
Mstep: Class 15 contains 177469 members 
Mstep: Class 16 contains 94154 members 
Mstep: Class 17 contains 6529 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 199433 members 
Mstep: Class 20 contains 2231 members 
Mstep: Class 21 contains 10063 members 
Mstep: Class 22 contains 5140 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -1.559855e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 209225 members 
Mstep: Class 2 contains 74977 members 
Mstep: Class 3 contains 8302 members 
Mstep: Class 4 contains 258595 members 
Mstep: Class 5 contains 42747 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 35672 members 
Mstep: Class 8 contains 8603 members 
Mstep: Class 9 contains 20560 members 
Mstep: Class 10 contains 34151 members 
Mstep: Class 11 contains 48220 members 
Mstep: Class 12 contains 10555 members 
Mstep: Class 13 contains 792 members 
Mstep: Class 14 contains 72868 members 
Mstep: Class 15 contains 177518 members 
Mstep: Class 16 contains 94205 members 
Mstep: Class 17 contains 6468 members 
Mstep: Class 18 contains 4790 members 
Mstep: Class 19 contains 199391 members 
Mstep: Class 20 contains 2242 members 
Mstep: Class 21 contains 10062 members 
Mstep: Class 22 contains 5139 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -1.559855e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 209633 members 
Mstep: Class 2 contains 74644 members 
Mstep: Class 3 contains 8325 members 
Mstep: Class 4 contains 258441 members 
Mstep: Class 5 contains 42755 members 
Mstep: Class 6 contains 20837 members 
Mstep: Class 7 contains 35635 members 
Mstep: Class 8 contains 8652 members 
Mstep: Class 9 contains 20586 members 
Mstep: Class 10 contains 34235 members 
Mstep: Class 11 contains 48096 members 
Mstep: Class 12 contains 10562 members 
Mstep: Class 13 contains 792 members 
Mstep: Class 14 contains 72867 members 
Mstep: Class 15 contains 177581 members 
Mstep: Class 16 contains 94238 members 
Mstep: Class 17 contains 6419 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 199347 members 
Mstep: Class 20 contains 2252 members 
Mstep: Class 21 contains 10058 members 
Mstep: Class 22 contains 5139 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -1.559855e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 210001 members 
Mstep: Class 2 contains 74345 members 
Mstep: Class 3 contains 8349 members 
Mstep: Class 4 contains 258317 members 
Mstep: Class 5 contains 42761 members 
Mstep: Class 6 contains 20837 members 
Mstep: Class 7 contains 35604 members 
Mstep: Class 8 contains 8693 members 
Mstep: Class 9 contains 20607 members 
Mstep: Class 10 contains 34319 members 
Mstep: Class 11 contains 47966 members 
Mstep: Class 12 contains 10567 members 
Mstep: Class 13 contains 792 members 
Mstep: Class 14 contains 72860 members 
Mstep: Class 15 contains 177590 members 
Mstep: Class 16 contains 94257 members 
Mstep: Class 17 contains 6390 members 
Mstep: Class 18 contains 4864 members 
Mstep: Class 19 contains 199347 members 
Mstep: Class 20 contains 2260 members 
Mstep: Class 21 contains 10057 members 
Mstep: Class 22 contains 5140 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -1.559858e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 210326 members 
Mstep: Class 2 contains 74047 members 
Mstep: Class 3 contains 8366 members 
Mstep: Class 4 contains 258228 members 
Mstep: Class 5 contains 42762 members 
Mstep: Class 6 contains 20835 members 
Mstep: Class 7 contains 35565 members 
Mstep: Class 8 contains 8731 members 
Mstep: Class 9 contains 20621 members 
Mstep: Class 10 contains 34435 members 
Mstep: Class 11 contains 47848 members 
Mstep: Class 12 contains 10575 members 
Mstep: Class 13 contains 792 members 
Mstep: Class 14 contains 72852 members 
Mstep: Class 15 contains 177605 members 
Mstep: Class 16 contains 94269 members 
Mstep: Class 17 contains 6371 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 199343 members 
Mstep: Class 20 contains 2262 members 
Mstep: Class 21 contains 10047 members 
Mstep: Class 22 contains 5140 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -1.559861e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 210654 members 
Mstep: Class 2 contains 73765 members 
Mstep: Class 3 contains 8384 members 
Mstep: Class 4 contains 258139 members 
Mstep: Class 5 contains 42769 members 
Mstep: Class 6 contains 20831 members 
Mstep: Class 7 contains 35541 members 
Mstep: Class 8 contains 8767 members 
Mstep: Class 9 contains 20642 members 
Mstep: Class 10 contains 34527 members 
Mstep: Class 11 contains 47728 members 
Mstep: Class 12 contains 10584 members 
Mstep: Class 13 contains 791 members 
Mstep: Class 14 contains 72856 members 
Mstep: Class 15 contains 177614 members 
Mstep: Class 16 contains 94284 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 4943 members 
Mstep: Class 19 contains 199312 members 
Mstep: Class 20 contains 2263 members 
Mstep: Class 21 contains 10040 members 
Mstep: Class 22 contains 5139 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -1.559863e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 210991 members 
Mstep: Class 2 contains 73459 members 
Mstep: Class 3 contains 8398 members 
Mstep: Class 4 contains 258069 members 
Mstep: Class 5 contains 42781 members 
Mstep: Class 6 contains 20828 members 
Mstep: Class 7 contains 35516 members 
Mstep: Class 8 contains 8805 members 
Mstep: Class 9 contains 20662 members 
Mstep: Class 10 contains 34599 members 
Mstep: Class 11 contains 47613 members 
Mstep: Class 12 contains 10585 members 
Mstep: Class 13 contains 791 members 
Mstep: Class 14 contains 72864 members 
Mstep: Class 15 contains 177621 members 
Mstep: Class 16 contains 94299 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 4980 members 
Mstep: Class 19 contains 199288 members 
Mstep: Class 20 contains 2260 members 
Mstep: Class 21 contains 10039 members 
Mstep: Class 22 contains 5140 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -1.559866e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211291 members 
Mstep: Class 2 contains 73155 members 
Mstep: Class 3 contains 8411 members 
Mstep: Class 4 contains 258031 members 
Mstep: Class 5 contains 42793 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 35485 members 
Mstep: Class 8 contains 8838 members 
Mstep: Class 9 contains 20678 members 
Mstep: Class 10 contains 34652 members 
Mstep: Class 11 contains 47494 members 
Mstep: Class 12 contains 10584 members 
Mstep: Class 13 contains 793 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 177662 members 
Mstep: Class 16 contains 94312 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 199265 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 10037 members 
Mstep: Class 22 contains 5139 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -1.559868e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211586 members 
Mstep: Class 2 contains 72858 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 257993 members 
Mstep: Class 5 contains 42793 members 
Mstep: Class 6 contains 20796 members 
Mstep: Class 7 contains 35460 members 
Mstep: Class 8 contains 8873 members 
Mstep: Class 9 contains 20688 members 
Mstep: Class 10 contains 34709 members 
Mstep: Class 11 contains 47415 members 
Mstep: Class 12 contains 10583 members 
Mstep: Class 13 contains 785 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 177679 members 
Mstep: Class 16 contains 94336 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 199249 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 10042 members 
Mstep: Class 22 contains 5146 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -1.559869e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211860 members 
Mstep: Class 2 contains 72577 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 257934 members 
Mstep: Class 5 contains 42794 members 
Mstep: Class 6 contains 20778 members 
Mstep: Class 7 contains 35440 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 20699 members 
Mstep: Class 10 contains 34774 members 
Mstep: Class 11 contains 47350 members 
Mstep: Class 12 contains 10584 members 
Mstep: Class 13 contains 784 members 
Mstep: Class 14 contains 72893 members 
Mstep: Class 15 contains 177696 members 
Mstep: Class 16 contains 94377 members 
Mstep: Class 17 contains 5960 members 
Mstep: Class 18 contains 5116 members 
Mstep: Class 19 contains 199242 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 10045 members 
Mstep: Class 22 contains 5151 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -1.559872e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 212180 members 
Mstep: Class 2 contains 72325 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 257876 members 
Mstep: Class 5 contains 42797 members 
Mstep: Class 6 contains 20766 members 
Mstep: Class 7 contains 35425 members 
Mstep: Class 8 contains 8920 members 
Mstep: Class 9 contains 20710 members 
Mstep: Class 10 contains 34827 members 
Mstep: Class 11 contains 47263 members 
Mstep: Class 12 contains 10585 members 
Mstep: Class 13 contains 784 members 
Mstep: Class 14 contains 72896 members 
Mstep: Class 15 contains 177707 members 
Mstep: Class 16 contains 94406 members 
Mstep: Class 17 contains 5811 members 
Mstep: Class 18 contains 5143 members 
Mstep: Class 19 contains 199216 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 10047 members 
Mstep: Class 22 contains 5155 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -1.559876e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 212514 members 
Mstep: Class 2 contains 72112 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 257792 members 
Mstep: Class 5 contains 42794 members 
Mstep: Class 6 contains 20762 members 
Mstep: Class 7 contains 35411 members 
Mstep: Class 8 contains 8928 members 
Mstep: Class 9 contains 20712 members 
Mstep: Class 10 contains 34884 members 
Mstep: Class 11 contains 47170 members 
Mstep: Class 12 contains 10584 members 
Mstep: Class 13 contains 784 members 
Mstep: Class 14 contains 72902 members 
Mstep: Class 15 contains 177706 members 
Mstep: Class 16 contains 94431 members 
Mstep: Class 17 contains 5692 members 
Mstep: Class 18 contains 5174 members 
Mstep: Class 19 contains 199196 members 
Mstep: Class 20 contains 2715 members 
Mstep: Class 21 contains 10045 members 
Mstep: Class 22 contains 5159 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -1.559877e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 212830 members 
Mstep: Class 2 contains 71906 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 257730 members 
Mstep: Class 5 contains 42799 members 
Mstep: Class 6 contains 20755 members 
Mstep: Class 7 contains 35394 members 
Mstep: Class 8 contains 8941 members 
Mstep: Class 9 contains 20723 members 
Mstep: Class 10 contains 34913 members 
Mstep: Class 11 contains 47049 members 
Mstep: Class 12 contains 10585 members 
Mstep: Class 13 contains 783 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 177732 members 
Mstep: Class 16 contains 94447 members 
Mstep: Class 17 contains 5614 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 199183 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 10045 members 
Mstep: Class 22 contains 5161 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -1.559881e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213147 members 
Mstep: Class 2 contains 71710 members 
Mstep: Class 3 contains 8483 members 
Mstep: Class 4 contains 257682 members 
Mstep: Class 5 contains 42806 members 
Mstep: Class 6 contains 20750 members 
Mstep: Class 7 contains 35384 members 
Mstep: Class 8 contains 8961 members 
Mstep: Class 9 contains 20729 members 
Mstep: Class 10 contains 34934 members 
Mstep: Class 11 contains 46926 members 
Mstep: Class 12 contains 10584 members 
Mstep: Class 13 contains 782 members 
Mstep: Class 14 contains 72941 members 
Mstep: Class 15 contains 177738 members 
Mstep: Class 16 contains 94454 members 
Mstep: Class 17 contains 5538 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 199170 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 10047 members 
Mstep: Class 22 contains 5169 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -1.55988e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213450 members 
Mstep: Class 2 contains 71535 members 
Mstep: Class 3 contains 8502 members 
Mstep: Class 4 contains 257626 members 
Mstep: Class 5 contains 42805 members 
Mstep: Class 6 contains 20746 members 
Mstep: Class 7 contains 35371 members 
Mstep: Class 8 contains 8974 members 
Mstep: Class 9 contains 20735 members 
Mstep: Class 10 contains 34950 members 
Mstep: Class 11 contains 46801 members 
Mstep: Class 12 contains 10585 members 
Mstep: Class 13 contains 781 members 
Mstep: Class 14 contains 72954 members 
Mstep: Class 15 contains 177748 members 
Mstep: Class 16 contains 94460 members 
Mstep: Class 17 contains 5474 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 199180 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 10048 members 
Mstep: Class 22 contains 5177 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -1.559881e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213760 members 
Mstep: Class 2 contains 71353 members 
Mstep: Class 3 contains 8523 members 
Mstep: Class 4 contains 257583 members 
Mstep: Class 5 contains 42806 members 
Mstep: Class 6 contains 20743 members 
Mstep: Class 7 contains 35355 members 
Mstep: Class 8 contains 8990 members 
Mstep: Class 9 contains 20738 members 
Mstep: Class 10 contains 34971 members 
Mstep: Class 11 contains 46700 members 
Mstep: Class 12 contains 10583 members 
Mstep: Class 13 contains 781 members 
Mstep: Class 14 contains 72958 members 
Mstep: Class 15 contains 177740 members 
Mstep: Class 16 contains 94464 members 
Mstep: Class 17 contains 5425 members 
Mstep: Class 18 contains 5227 members 
Mstep: Class 19 contains 199181 members 
Mstep: Class 20 contains 2822 members 
Mstep: Class 21 contains 10046 members 
Mstep: Class 22 contains 5177 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -1.559883e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 214094 members 
Mstep: Class 2 contains 71169 members 
Mstep: Class 3 contains 8536 members 
Mstep: Class 4 contains 257544 members 
Mstep: Class 5 contains 42803 members 
Mstep: Class 6 contains 20736 members 
Mstep: Class 7 contains 35340 members 
Mstep: Class 8 contains 9005 members 
Mstep: Class 9 contains 20744 members 
Mstep: Class 10 contains 34997 members 
Mstep: Class 11 contains 46582 members 
Mstep: Class 12 contains 10585 members 
Mstep: Class 13 contains 780 members 
Mstep: Class 14 contains 72965 members 
Mstep: Class 15 contains 177717 members 
Mstep: Class 16 contains 94458 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 199174 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 21 contains 10047 members 
Mstep: Class 22 contains 5177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155988384.000000 Penalty: 76998.335938
Iteration 70Q: 23 clusters Score -1.559884e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 214447 members 
Mstep: Class 2 contains 70969 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 257514 members 
Mstep: Class 5 contains 42803 members 
Mstep: Class 6 contains 20730 members 
Mstep: Class 7 contains 35329 members 
Mstep: Class 8 contains 9017 members 
Mstep: Class 9 contains 20758 members 
Mstep: Class 10 contains 35029 members 
Mstep: Class 11 contains 46452 members 
Mstep: Class 12 contains 10586 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 14 contains 72970 members 
Mstep: Class 15 contains 177680 members 
Mstep: Class 16 contains 94451 members 
Mstep: Class 17 contains 5391 members 
Mstep: Class 18 contains 5254 members 
Mstep: Class 19 contains 199158 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 21 contains 10051 members 
Mstep: Class 22 contains 5177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155988416.000000 Penalty: 76998.335938
Iteration 71Q: 23 clusters Score -1.559884e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 214839 members 
Mstep: Class 2 contains 70768 members 
Mstep: Class 3 contains 8567 members 
Mstep: Class 4 contains 257485 members 
Mstep: Class 5 contains 42803 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 35314 members 
Mstep: Class 8 contains 9031 members 
Mstep: Class 9 contains 20764 members 
Mstep: Class 10 contains 35051 members 
Mstep: Class 11 contains 46315 members 
Mstep: Class 12 contains 10587 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 14 contains 72979 members 
Mstep: Class 15 contains 177640 members 
Mstep: Class 16 contains 94449 members 
Mstep: Class 17 contains 5380 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 199138 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 21 contains 10048 members 
Mstep: Class 22 contains 5175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155988448.000000 Penalty: 76998.335938
Iteration 72Q: 23 clusters Score -1.559884e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215223 members 
Mstep: Class 2 contains 70564 members 
Mstep: Class 3 contains 8576 members 
Mstep: Class 4 contains 257437 members 
Mstep: Class 5 contains 42805 members 
Mstep: Class 6 contains 20719 members 
Mstep: Class 7 contains 35302 members 
Mstep: Class 8 contains 9038 members 
Mstep: Class 9 contains 20769 members 
Mstep: Class 10 contains 35073 members 
Mstep: Class 11 contains 46179 members 
Mstep: Class 12 contains 10589 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 14 contains 72992 members 
Mstep: Class 15 contains 177597 members 
Mstep: Class 16 contains 94447 members 
Mstep: Class 17 contains 5372 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 199140 members 
Mstep: Class 20 contains 2822 members 
Mstep: Class 21 contains 10050 members 
Mstep: Class 22 contains 5174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155988688.000000 Penalty: 76998.335938
Iteration 73Q: 23 clusters Score -1.559887e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215594 members 
Mstep: Class 2 contains 70385 members 
Mstep: Class 3 contains 8585 members 
Mstep: Class 4 contains 257398 members 
Mstep: Class 5 contains 42813 members 
Mstep: Class 6 contains 20717 members 
Mstep: Class 7 contains 35283 members 
Mstep: Class 8 contains 9049 members 
Mstep: Class 9 contains 20772 members 
Mstep: Class 10 contains 35087 members 
Mstep: Class 11 contains 46048 members 
Mstep: Class 12 contains 10591 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 14 contains 72997 members 
Mstep: Class 15 contains 177570 members 
Mstep: Class 16 contains 94439 members 
Mstep: Class 17 contains 5371 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 199125 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 10048 members 
Mstep: Class 22 contains 5173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155988896.000000 Penalty: 76998.335938
Iteration 74Q: 23 clusters Score -1.559889e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215964 members 
Mstep: Class 2 contains 70180 members 
Mstep: Class 3 contains 8594 members 
Mstep: Class 4 contains 257382 members 
Mstep: Class 5 contains 42812 members 
Mstep: Class 6 contains 20717 members 
Mstep: Class 7 contains 35264 members 
Mstep: Class 8 contains 9060 members 
Mstep: Class 9 contains 20776 members 
Mstep: Class 10 contains 35095 members 
Mstep: Class 11 contains 45928 members 
Mstep: Class 12 contains 10593 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 177532 members 
Mstep: Class 16 contains 94445 members 
Mstep: Class 17 contains 5365 members 
Mstep: Class 18 contains 5292 members 
Mstep: Class 19 contains 199118 members 
Mstep: Class 20 contains 2797 members 
Mstep: Class 21 contains 10049 members 
Mstep: Class 22 contains 5173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155988848.000000 Penalty: 76998.335938
Iteration 75Q: 23 clusters Score -1.559888e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216308 members 
Mstep: Class 2 contains 70015 members 
Mstep: Class 3 contains 8605 members 
Mstep: Class 4 contains 257340 members 
Mstep: Class 5 contains 42810 members 
Mstep: Class 6 contains 20717 members 
Mstep: Class 7 contains 35252 members 
Mstep: Class 8 contains 9066 members 
Mstep: Class 9 contains 20775 members 
Mstep: Class 10 contains 35106 members 
Mstep: Class 11 contains 45819 members 
Mstep: Class 12 contains 10593 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 177515 members 
Mstep: Class 16 contains 94445 members 
Mstep: Class 17 contains 5357 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 199107 members 
Mstep: Class 20 contains 2780 members 
Mstep: Class 21 contains 10051 members 
Mstep: Class 22 contains 5173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155989024.000000 Penalty: 76998.335938
Iteration 76Q: 23 clusters Score -1.55989e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216629 members 
Mstep: Class 2 contains 69841 members 
Mstep: Class 3 contains 8608 members 
Mstep: Class 4 contains 257308 members 
Mstep: Class 5 contains 42810 members 
Mstep: Class 6 contains 20717 members 
Mstep: Class 7 contains 35244 members 
Mstep: Class 8 contains 9075 members 
Mstep: Class 9 contains 20779 members 
Mstep: Class 10 contains 35113 members 
Mstep: Class 11 contains 45711 members 
Mstep: Class 12 contains 10593 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 14 contains 73022 members 
Mstep: Class 15 contains 177508 members 
Mstep: Class 16 contains 94448 members 
Mstep: Class 17 contains 5352 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 199089 members 
Mstep: Class 20 contains 2776 members 
Mstep: Class 21 contains 10053 members 
Mstep: Class 22 contains 5172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155989088.000000 Penalty: 76998.335938
Iteration 77Q: 23 clusters Score -1.559891e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216942 members 
Mstep: Class 2 contains 69685 members 
Mstep: Class 3 contains 8615 members 
Mstep: Class 4 contains 257271 members 
Mstep: Class 5 contains 42809 members 
Mstep: Class 6 contains 20715 members 
Mstep: Class 7 contains 35231 members 
Mstep: Class 8 contains 9081 members 
Mstep: Class 9 contains 20784 members 
Mstep: Class 10 contains 35110 members 
Mstep: Class 11 contains 45625 members 
Mstep: Class 12 contains 10593 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 14 contains 73025 members 
Mstep: Class 15 contains 177478 members 
Mstep: Class 16 contains 94451 members 
Mstep: Class 17 contains 5349 members 
Mstep: Class 18 contains 5304 members 
Mstep: Class 19 contains 199080 members 
Mstep: Class 20 contains 2770 members 
Mstep: Class 21 contains 10058 members 
Mstep: Class 22 contains 5171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155988912.000000 Penalty: 76998.335938
Iteration 78Q: 23 clusters Score -1.559889e+08 nChanged 520
Entering ConstructFrom: 
Score: -155988912.000000 Penalty: 76998.335938
Entering ConstructFrom: 
Trying to split cluster 1 (217210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217210 members 
Entering Unmasked Estep 
Score: -25702338.000000 Penalty: 3047.577637
	Iteration 0F: 2 clusters Score -2.570234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 108225 members 
Entering Unmasked Estep 
Score: -25566438.000000 Penalty: 6095.155273
	Iteration 0F: 3 clusters Score -2.556644e+07 nChanged 104640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116745 members 
Mstep: Class 2 contains 100465 members 
Entering Unmasked Estep 
Score: -25628308.000000 Penalty: 6095.155273
	Iteration 1F: 3 clusters Score -2.562831e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121817 members 
Mstep: Class 2 contains 95393 members 
Entering Unmasked Estep 
Score: -25630230.000000 Penalty: 6095.155273
	Iteration 2Q: 3 clusters Score -2.563023e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129651 members 
Mstep: Class 2 contains 87559 members 
Entering Unmasked Estep 
Score: -25634050.000000 Penalty: 6095.155273
	Iteration 3Q: 3 clusters Score -2.563405e+07 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141147 members 
Mstep: Class 2 contains 76063 members 
Entering Unmasked Estep 
Score: -25640986.000000 Penalty: 6095.155273
	Iteration 4F: 3 clusters Score -2.564099e+07 nChanged 16107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156866 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -25652028.000000 Penalty: 6095.155273
	Iteration 5F: 3 clusters Score -2.565203e+07 nChanged 19416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176168 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -25667210.000000 Penalty: 6095.155273
	Iteration 6F: 3 clusters Score -2.566721e+07 nChanged 18871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195009 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -25682624.000000 Penalty: 6095.155273
	Iteration 7F: 3 clusters Score -2.568262e+07 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208427 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -25692774.000000 Penalty: 6095.155273
	Iteration 8F: 3 clusters Score -2.569277e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214540 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -25697700.000000 Penalty: 6095.155273
	Iteration 9Q: 3 clusters Score -2.56977e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216409 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -25698954.000000 Penalty: 6095.155273
	Iteration 10Q: 3 clusters Score -2.569895e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216850 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -25699342.000000 Penalty: 6095.155273
	Iteration 11Q: 3 clusters Score -2.569934e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216941 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25699482.000000 Penalty: 6095.155273
	Iteration 12Q: 3 clusters Score -2.569948e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216964 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25699578.000000 Penalty: 6095.155273
	Iteration 13Q: 3 clusters Score -2.569958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216973 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25699580.000000 Penalty: 6095.155273
	Iteration 14Q: 3 clusters Score -2.569958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216977 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25699592.000000 Penalty: 6095.155273
	Iteration 15Q: 3 clusters Score -2.569959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216981 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25699608.000000 Penalty: 6095.155273
	Iteration 16Q: 3 clusters Score -2.569961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216985 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25699626.000000 Penalty: 6095.155273
	Iteration 17Q: 3 clusters Score -2.569963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216983 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25699624.000000 Penalty: 6095.155273
	Iteration 18Q: 3 clusters Score -2.569962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216988 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25699636.000000 Penalty: 6095.155273
	Iteration 19Q: 3 clusters Score -2.569964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216993 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25699662.000000 Penalty: 6095.155273
	Iteration 20F: 3 clusters Score -2.569966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216993 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25699662.000000 Penalty: 6095.155273
	Iteration 21Q: 3 clusters Score -2.569966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216994 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25699666.000000 Penalty: 6095.155273
	Iteration 22Q: 3 clusters Score -2.569967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216996 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25699658.000000 Penalty: 6095.155273
	Iteration 23Q: 3 clusters Score -2.569966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216996 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25699674.000000 Penalty: 6095.155273
	Iteration 24Q: 3 clusters Score -2.569967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216996 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25699674.000000 Penalty: 6095.155273
	Iteration 25F: 3 clusters Score -2.569967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (69563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Entering Unmasked Estep 
Score: -8270161.500000 Penalty: 2765.197021
	Iteration 0F: 2 clusters Score -8270162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -8223588.000000 Penalty: 5530.394043
	Iteration 0F: 3 clusters Score -8223588 nChanged 32411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -8241900.000000 Penalty: 5530.394043
	Iteration 1F: 3 clusters Score -8241900 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -8242705.500000 Penalty: 5530.394043
	Iteration 2Q: 3 clusters Score -8242706 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -8243723.500000 Penalty: 5530.394043
	Iteration 3Q: 3 clusters Score -8243724 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -8245251.000000 Penalty: 5530.394043
	Iteration 4Q: 3 clusters Score -8245251 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -8247685.500000 Penalty: 5530.394043
	Iteration 5F: 3 clusters Score -8247686 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -8251178.500000 Penalty: 5530.394043
	Iteration 6F: 3 clusters Score -8251178 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -8255982.500000 Penalty: 5530.394043
	Iteration 7F: 3 clusters Score -8255982 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -8260981.000000 Penalty: 5530.394043
	Iteration 8F: 3 clusters Score -8260981 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -8264508.500000 Penalty: 5530.394043
	Iteration 9F: 3 clusters Score -8264508 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -8266247.000000 Penalty: 5530.394043
	Iteration 10Q: 3 clusters Score -8266247 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -8267065.000000 Penalty: 5530.394043
	Iteration 11Q: 3 clusters Score -8267065 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -8267369.500000 Penalty: 5530.394043
	Iteration 12Q: 3 clusters Score -8267370 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -8267509.000000 Penalty: 5530.394043
	Iteration 13Q: 3 clusters Score -8267509 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -8267611.000000 Penalty: 5530.394043
	Iteration 14Q: 3 clusters Score -8267611 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -8267664.500000 Penalty: 5530.394043
	Iteration 15Q: 3 clusters Score -8267664 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -8267685.000000 Penalty: 5530.394043
	Iteration 16Q: 3 clusters Score -8267685 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -8267755.000000 Penalty: 5530.394043
	Iteration 17Q: 3 clusters Score -8267755 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -8267782.500000 Penalty: 5530.394043
	Iteration 18Q: 3 clusters Score -8267782 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -8267805.000000 Penalty: 5530.394043
	Iteration 19Q: 3 clusters Score -8267805 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -8267788.500000 Penalty: 5530.394043
	Iteration 20F: 3 clusters Score -8267788 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -8267784.000000 Penalty: 5530.394043
	Iteration 21Q: 3 clusters Score -8267784 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -8267790.500000 Penalty: 5530.394043
	Iteration 22Q: 3 clusters Score -8267790 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -8267801.500000 Penalty: 5530.394043
	Iteration 23Q: 3 clusters Score -8267802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -8267782.000000 Penalty: 5530.394043
	Iteration 24Q: 3 clusters Score -8267782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -8267787.500000 Penalty: 5530.394043
	Iteration 25Q: 3 clusters Score -8267788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -8267788.500000 Penalty: 5530.394043
	Iteration 26Q: 3 clusters Score -8267788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -8267783.500000 Penalty: 5530.394043
	Iteration 27Q: 3 clusters Score -8267784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -8267786.000000 Penalty: 5530.394043
	Iteration 28Q: 3 clusters Score -8267786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -8267779.500000 Penalty: 5530.394043
	Iteration 29Q: 3 clusters Score -8267780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -8267796.000000 Penalty: 5530.394043
	Iteration 30Q: 3 clusters Score -8267796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -8267781.000000 Penalty: 5530.394043
	Iteration 31Q: 3 clusters Score -8267781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -8267793.000000 Penalty: 5530.394043
	Iteration 32Q: 3 clusters Score -8267793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -8267789.500000 Penalty: 5530.394043
	Iteration 33Q: 3 clusters Score -8267790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -8267795.000000 Penalty: 5530.394043
	Iteration 34Q: 3 clusters Score -8267795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -8267796.000000 Penalty: 5530.394043
	Iteration 35Q: 3 clusters Score -8267796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -8267785.500000 Penalty: 5530.394043
	Iteration 36Q: 3 clusters Score -8267786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -8267787.500000 Penalty: 5530.394043
	Iteration 37Q: 3 clusters Score -8267788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -8267791.500000 Penalty: 5530.394043
	Iteration 38Q: 3 clusters Score -8267792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -8267789.500000 Penalty: 5530.394043
	Iteration 39Q: 3 clusters Score -8267790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -8267789.000000 Penalty: 5530.394043
	Iteration 40F: 3 clusters Score -8267789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -8267799.500000 Penalty: 5530.394043
	Iteration 41Q: 3 clusters Score -8267800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -8267801.000000 Penalty: 5530.394043
	Iteration 42Q: 3 clusters Score -8267801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -8267795.000000 Penalty: 5530.394043
	Iteration 43Q: 3 clusters Score -8267795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -8267805.500000 Penalty: 5530.394043
	Iteration 44Q: 3 clusters Score -8267806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -8267802.500000 Penalty: 5530.394043
	Iteration 45Q: 3 clusters Score -8267802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -8267802.000000 Penalty: 5530.394043
	Iteration 46Q: 3 clusters Score -8267802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -8267806.500000 Penalty: 5530.394043
	Iteration 47Q: 3 clusters Score -8267806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -8267806.500000 Penalty: 5530.394043
	Iteration 48Q: 3 clusters Score -8267806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -8267803.500000 Penalty: 5530.394043
	Iteration 49Q: 3 clusters Score -8267804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -8267799.000000 Penalty: 5530.394043
	Iteration 50Q: 3 clusters Score -8267799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -8267802.500000 Penalty: 5530.394043
	Iteration 51Q: 3 clusters Score -8267802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -8267805.000000 Penalty: 5530.394043
	Iteration 52Q: 3 clusters Score -8267805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -8267807.000000 Penalty: 5530.394043
	Iteration 53Q: 3 clusters Score -8267807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -8267805.000000 Penalty: 5530.394043
	Iteration 54Q: 3 clusters Score -8267805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -8267803.500000 Penalty: 5530.394043
	Iteration 55Q: 3 clusters Score -8267804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -8267803.500000 Penalty: 5530.394043
	Iteration 56F: 3 clusters Score -8267804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Entering Unmasked Estep 
Score: -926159.000000 Penalty: 2247.163574
	Iteration 0F: 2 clusters Score -926159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -919425.000000 Penalty: 4494.327148
	Iteration 0F: 3 clusters Score -919425 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -921419.625000 Penalty: 4494.327148
	Iteration 1F: 3 clusters Score -921419.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -922049.562500 Penalty: 4494.327148
	Iteration 2F: 3 clusters Score -922049.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -922642.937500 Penalty: 4494.327148
	Iteration 3F: 3 clusters Score -922642.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -923124.937500 Penalty: 4494.327148
	Iteration 4F: 3 clusters Score -923124.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -923552.937500 Penalty: 4494.327148
	Iteration 5F: 3 clusters Score -923552.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -923920.125000 Penalty: 4494.327148
	Iteration 6F: 3 clusters Score -923920.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -924195.500000 Penalty: 4494.327148
	Iteration 7Q: 3 clusters Score -924195.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -924372.125000 Penalty: 4494.327148
	Iteration 8Q: 3 clusters Score -924372.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -924519.875000 Penalty: 4494.327148
	Iteration 9Q: 3 clusters Score -924519.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -924630.125000 Penalty: 4494.327148
	Iteration 10Q: 3 clusters Score -924630.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -924730.562500 Penalty: 4494.327148
	Iteration 11Q: 3 clusters Score -924730.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -924808.562500 Penalty: 4494.327148
	Iteration 12Q: 3 clusters Score -924808.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -924886.375000 Penalty: 4494.327148
	Iteration 13Q: 3 clusters Score -924886.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -924952.000000 Penalty: 4494.327148
	Iteration 14Q: 3 clusters Score -924952 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -924998.812500 Penalty: 4494.327148
	Iteration 15Q: 3 clusters Score -924998.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -925037.750000 Penalty: 4494.327148
	Iteration 16Q: 3 clusters Score -925037.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -925070.687500 Penalty: 4494.327148
	Iteration 17Q: 3 clusters Score -925070.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -925098.187500 Penalty: 4494.327148
	Iteration 18Q: 3 clusters Score -925098.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -925121.000000 Penalty: 4494.327148
	Iteration 19Q: 3 clusters Score -925121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -925140.687500 Penalty: 4494.327148
	Iteration 20F: 3 clusters Score -925140.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -925150.562500 Penalty: 4494.327148
	Iteration 21Q: 3 clusters Score -925150.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -925161.500000 Penalty: 4494.327148
	Iteration 22Q: 3 clusters Score -925161.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -925167.125000 Penalty: 4494.327148
	Iteration 23Q: 3 clusters Score -925167.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -925172.000000 Penalty: 4494.327148
	Iteration 24Q: 3 clusters Score -925172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -925174.937500 Penalty: 4494.327148
	Iteration 25Q: 3 clusters Score -925174.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -925177.875000 Penalty: 4494.327148
	Iteration 26Q: 3 clusters Score -925177.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -925180.312500 Penalty: 4494.327148
	Iteration 27Q: 3 clusters Score -925180.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -925184.437500 Penalty: 4494.327148
	Iteration 28Q: 3 clusters Score -925184.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -925184.812500 Penalty: 4494.327148
	Iteration 29Q: 3 clusters Score -925184.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -925183.187500 Penalty: 4494.327148
	Iteration 30Q: 3 clusters Score -925183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -925186.062500 Penalty: 4494.327148
	Iteration 31Q: 3 clusters Score -925186.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -925187.187500 Penalty: 4494.327148
	Iteration 32Q: 3 clusters Score -925187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -925188.500000 Penalty: 4494.327148
	Iteration 33Q: 3 clusters Score -925188.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -925191.562500 Penalty: 4494.327148
	Iteration 34Q: 3 clusters Score -925191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -925190.250000 Penalty: 4494.327148
	Iteration 35Q: 3 clusters Score -925190.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -925192.812500 Penalty: 4494.327148
	Iteration 36Q: 3 clusters Score -925192.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -925192.750000 Penalty: 4494.327148
	Iteration 37Q: 3 clusters Score -925192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -925194.812500 Penalty: 4494.327148
	Iteration 38Q: 3 clusters Score -925194.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -925198.937500 Penalty: 4494.327148
	Iteration 39Q: 3 clusters Score -925198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -925199.312500 Penalty: 4494.327148
	Iteration 40F: 3 clusters Score -925199.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -925201.625000 Penalty: 4494.327148
	Iteration 41Q: 3 clusters Score -925201.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -925201.312500 Penalty: 4494.327148
	Iteration 42Q: 3 clusters Score -925201.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -925202.937500 Penalty: 4494.327148
	Iteration 43Q: 3 clusters Score -925202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -925205.062500 Penalty: 4494.327148
	Iteration 44Q: 3 clusters Score -925205.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -925205.250000 Penalty: 4494.327148
	Iteration 45Q: 3 clusters Score -925205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -925206.062500 Penalty: 4494.327148
	Iteration 46Q: 3 clusters Score -925206.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -925206.750000 Penalty: 4494.327148
	Iteration 47Q: 3 clusters Score -925206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -925206.937500 Penalty: 4494.327148
	Iteration 48Q: 3 clusters Score -925206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -925205.250000 Penalty: 4494.327148
	Iteration 49Q: 3 clusters Score -925205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -925205.250000 Penalty: 4494.327148
	Iteration 50F: 3 clusters Score -925205.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (257237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257237 members 
Entering Unmasked Estep 
Score: -30666928.000000 Penalty: 3089.522705
	Iteration 0F: 2 clusters Score -3.066693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128989 members 
Mstep: Class 2 contains 128248 members 
Entering Unmasked Estep 
Score: -30544276.000000 Penalty: 6179.045410
	Iteration 0F: 3 clusters Score -3.054428e+07 nChanged 124510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137633 members 
Mstep: Class 2 contains 119604 members 
Entering Unmasked Estep 
Score: -30618254.000000 Penalty: 6179.045410
	Iteration 1F: 3 clusters Score -3.061825e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143619 members 
Mstep: Class 2 contains 113618 members 
Entering Unmasked Estep 
Score: -30619956.000000 Penalty: 6179.045410
	Iteration 2Q: 3 clusters Score -3.061996e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 104245 members 
Entering Unmasked Estep 
Score: -30622994.000000 Penalty: 6179.045410
	Iteration 3Q: 3 clusters Score -3.062299e+07 nChanged 14892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167084 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -30627388.000000 Penalty: 6179.045410
	Iteration 4F: 3 clusters Score -3.062739e+07 nChanged 19295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185515 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -30632728.000000 Penalty: 6179.045410
	Iteration 5F: 3 clusters Score -3.063273e+07 nChanged 20385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205232 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -30637400.000000 Penalty: 6179.045410
	Iteration 6F: 3 clusters Score -3.06374e+07 nChanged 17380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222184 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -30643166.000000 Penalty: 6179.045410
	Iteration 7F: 3 clusters Score -3.064317e+07 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234600 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -30649328.000000 Penalty: 6179.045410
	Iteration 8F: 3 clusters Score -3.064933e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242582 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -30654358.000000 Penalty: 6179.045410
	Iteration 9Q: 3 clusters Score -3.065436e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247630 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -30658366.000000 Penalty: 6179.045410
	Iteration 10Q: 3 clusters Score -3.065837e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250780 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -30660996.000000 Penalty: 6179.045410
	Iteration 11Q: 3 clusters Score -3.0661e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252710 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -30662666.000000 Penalty: 6179.045410
	Iteration 12Q: 3 clusters Score -3.066267e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253809 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -30663564.000000 Penalty: 6179.045410
	Iteration 13Q: 3 clusters Score -3.066356e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254434 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -30664272.000000 Penalty: 6179.045410
	Iteration 14Q: 3 clusters Score -3.066427e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254818 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -30664740.000000 Penalty: 6179.045410
	Iteration 15Q: 3 clusters Score -3.066474e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255001 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -30664982.000000 Penalty: 6179.045410
	Iteration 16Q: 3 clusters Score -3.066498e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255106 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -30665190.000000 Penalty: 6179.045410
	Iteration 17Q: 3 clusters Score -3.066519e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255154 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -30665328.000000 Penalty: 6179.045410
	Iteration 18Q: 3 clusters Score -3.066533e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255199 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -30665456.000000 Penalty: 6179.045410
	Iteration 19Q: 3 clusters Score -3.066546e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255230 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -30665560.000000 Penalty: 6179.045410
	Iteration 20F: 3 clusters Score -3.066556e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255251 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -30665696.000000 Penalty: 6179.045410
	Iteration 21Q: 3 clusters Score -3.06657e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255251 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -30665790.000000 Penalty: 6179.045410
	Iteration 22Q: 3 clusters Score -3.066579e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255253 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -30665856.000000 Penalty: 6179.045410
	Iteration 23Q: 3 clusters Score -3.066586e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255241 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -30665922.000000 Penalty: 6179.045410
	Iteration 24Q: 3 clusters Score -3.066592e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255224 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -30666044.000000 Penalty: 6179.045410
	Iteration 25Q: 3 clusters Score -3.066604e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255213 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -30666082.000000 Penalty: 6179.045410
	Iteration 26Q: 3 clusters Score -3.066608e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255192 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -30666120.000000 Penalty: 6179.045410
	Iteration 27Q: 3 clusters Score -3.066612e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255188 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -30666116.000000 Penalty: 6179.045410
	Iteration 28Q: 3 clusters Score -3.066612e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255184 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -30666110.000000 Penalty: 6179.045410
	Iteration 29Q: 3 clusters Score -3.066611e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255185 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -30666120.000000 Penalty: 6179.045410
	Iteration 30Q: 3 clusters Score -3.066612e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255183 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -30666152.000000 Penalty: 6179.045410
	Iteration 31Q: 3 clusters Score -3.066615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255184 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -30666150.000000 Penalty: 6179.045410
	Iteration 32Q: 3 clusters Score -3.066615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255185 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -30666140.000000 Penalty: 6179.045410
	Iteration 33Q: 3 clusters Score -3.066614e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255184 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -30666174.000000 Penalty: 6179.045410
	Iteration 34Q: 3 clusters Score -3.066617e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255182 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -30666188.000000 Penalty: 6179.045410
	Iteration 35Q: 3 clusters Score -3.066619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255182 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -30666174.000000 Penalty: 6179.045410
	Iteration 36Q: 3 clusters Score -3.066617e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255174 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -30666200.000000 Penalty: 6179.045410
	Iteration 37Q: 3 clusters Score -3.06662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255168 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -30666208.000000 Penalty: 6179.045410
	Iteration 38Q: 3 clusters Score -3.066621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255160 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -30666204.000000 Penalty: 6179.045410
	Iteration 39Q: 3 clusters Score -3.06662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255153 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -30666206.000000 Penalty: 6179.045410
	Iteration 40F: 3 clusters Score -3.066621e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255145 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -30666244.000000 Penalty: 6179.045410
	Iteration 41Q: 3 clusters Score -3.066624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255142 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -30666274.000000 Penalty: 6179.045410
	Iteration 42Q: 3 clusters Score -3.066627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255131 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -30666282.000000 Penalty: 6179.045410
	Iteration 43Q: 3 clusters Score -3.066628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255130 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -30666272.000000 Penalty: 6179.045410
	Iteration 44Q: 3 clusters Score -3.066627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255126 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -30666296.000000 Penalty: 6179.045410
	Iteration 45Q: 3 clusters Score -3.06663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255123 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -30666286.000000 Penalty: 6179.045410
	Iteration 46Q: 3 clusters Score -3.066629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255122 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -30666294.000000 Penalty: 6179.045410
	Iteration 47Q: 3 clusters Score -3.066629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255119 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -30666270.000000 Penalty: 6179.045410
	Iteration 48Q: 3 clusters Score -3.066627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255120 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -30666276.000000 Penalty: 6179.045410
	Iteration 49Q: 3 clusters Score -3.066628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255118 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -30666280.000000 Penalty: 6179.045410
	Iteration 50Q: 3 clusters Score -3.066628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255115 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -30666284.000000 Penalty: 6179.045410
	Iteration 51Q: 3 clusters Score -3.066628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255113 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -30666274.000000 Penalty: 6179.045410
	Iteration 52Q: 3 clusters Score -3.066627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255107 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -30666262.000000 Penalty: 6179.045410
	Iteration 53Q: 3 clusters Score -3.066626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255110 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -30666282.000000 Penalty: 6179.045410
	Iteration 54Q: 3 clusters Score -3.066628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255103 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -30666294.000000 Penalty: 6179.045410
	Iteration 55Q: 3 clusters Score -3.066629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255103 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -30666302.000000 Penalty: 6179.045410
	Iteration 56Q: 3 clusters Score -3.06663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255101 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -30666284.000000 Penalty: 6179.045410
	Iteration 57Q: 3 clusters Score -3.066628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255099 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -30666298.000000 Penalty: 6179.045410
	Iteration 58Q: 3 clusters Score -3.06663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255095 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -30666308.000000 Penalty: 6179.045410
	Iteration 59Q: 3 clusters Score -3.066631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255093 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -30666302.000000 Penalty: 6179.045410
	Iteration 60F: 3 clusters Score -3.06663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255089 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -30666310.000000 Penalty: 6179.045410
	Iteration 61Q: 3 clusters Score -3.066631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255086 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -30666312.000000 Penalty: 6179.045410
	Iteration 62Q: 3 clusters Score -3.066631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255086 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -30666316.000000 Penalty: 6179.045410
	Iteration 63Q: 3 clusters Score -3.066632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255087 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -30666306.000000 Penalty: 6179.045410
	Iteration 64Q: 3 clusters Score -3.066631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255088 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -30666302.000000 Penalty: 6179.045410
	Iteration 65Q: 3 clusters Score -3.06663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255090 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -30666302.000000 Penalty: 6179.045410
	Iteration 66Q: 3 clusters Score -3.06663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255090 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -30666322.000000 Penalty: 6179.045410
	Iteration 67Q: 3 clusters Score -3.066632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255091 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -30666328.000000 Penalty: 6179.045410
	Iteration 68Q: 3 clusters Score -3.066633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255090 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -30666334.000000 Penalty: 6179.045410
	Iteration 69Q: 3 clusters Score -3.066633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255090 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -30666334.000000 Penalty: 6179.045410
	Iteration 70F: 3 clusters Score -3.066633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Entering Unmasked Estep 
Score: -4991841.500000 Penalty: 2644.814209
	Iteration 0F: 2 clusters Score -4991842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -4963072.000000 Penalty: 5289.628418
	Iteration 0F: 3 clusters Score -4963072 nChanged 19603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -4973818.000000 Penalty: 5289.628418
	Iteration 1F: 3 clusters Score -4973818 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -4974762.000000 Penalty: 5289.628418
	Iteration 2F: 3 clusters Score -4974762 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -4976074.500000 Penalty: 5289.628418
	Iteration 3F: 3 clusters Score -4976074 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -4978062.500000 Penalty: 5289.628418
	Iteration 4F: 3 clusters Score -4978062 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -4980751.000000 Penalty: 5289.628418
	Iteration 5F: 3 clusters Score -4980751 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -4983330.500000 Penalty: 5289.628418
	Iteration 6F: 3 clusters Score -4983330 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -4985239.500000 Penalty: 5289.628418
	Iteration 7F: 3 clusters Score -4985240 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -4986500.000000 Penalty: 5289.628418
	Iteration 8F: 3 clusters Score -4986500 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4987403.000000 Penalty: 5289.628418
	Iteration 9Q: 3 clusters Score -4987403 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -4988145.000000 Penalty: 5289.628418
	Iteration 10Q: 3 clusters Score -4988145 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -4988736.500000 Penalty: 5289.628418
	Iteration 11Q: 3 clusters Score -4988736 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -4989238.000000 Penalty: 5289.628418
	Iteration 12Q: 3 clusters Score -4989238 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -4989540.000000 Penalty: 5289.628418
	Iteration 13Q: 3 clusters Score -4989540 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -4989732.500000 Penalty: 5289.628418
	Iteration 14Q: 3 clusters Score -4989732 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -4989852.000000 Penalty: 5289.628418
	Iteration 15Q: 3 clusters Score -4989852 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -4989954.000000 Penalty: 5289.628418
	Iteration 16Q: 3 clusters Score -4989954 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4990001.500000 Penalty: 5289.628418
	Iteration 17Q: 3 clusters Score -4990002 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -4990042.000000 Penalty: 5289.628418
	Iteration 18Q: 3 clusters Score -4990042 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -4990080.500000 Penalty: 5289.628418
	Iteration 19Q: 3 clusters Score -4990080 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -4990100.000000 Penalty: 5289.628418
	Iteration 20F: 3 clusters Score -4990100 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -4990137.000000 Penalty: 5289.628418
	Iteration 21Q: 3 clusters Score -4990137 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -4990151.500000 Penalty: 5289.628418
	Iteration 22Q: 3 clusters Score -4990152 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -4990181.500000 Penalty: 5289.628418
	Iteration 23Q: 3 clusters Score -4990182 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4990211.000000 Penalty: 5289.628418
	Iteration 24Q: 3 clusters Score -4990211 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -4990235.000000 Penalty: 5289.628418
	Iteration 25Q: 3 clusters Score -4990235 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -4990241.000000 Penalty: 5289.628418
	Iteration 26Q: 3 clusters Score -4990241 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -4990249.500000 Penalty: 5289.628418
	Iteration 27Q: 3 clusters Score -4990250 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -4990298.500000 Penalty: 5289.628418
	Iteration 28Q: 3 clusters Score -4990298 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -4990303.500000 Penalty: 5289.628418
	Iteration 29Q: 3 clusters Score -4990304 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -4990304.000000 Penalty: 5289.628418
	Iteration 30Q: 3 clusters Score -4990304 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4990312 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4990308 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4990308 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4990318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4990316.500000 Penalty: 5289.628418
	Iteration 35Q: 3 clusters Score -4990316 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4990323 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4990322 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4990336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -4990330.500000 Penalty: 5289.628418
	Iteration 39Q: 3 clusters Score -4990330 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4990342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4990341 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4990344 nChanged 79
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Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4990351 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4990364 nChanged 88
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Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4990368 nChanged 72
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Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4990377 nChanged 84
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Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4990374 nChanged 79
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Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4990383 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4990410 nChanged 71
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Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4990412 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4990420 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4990438 nChanged 79
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Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4990444 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4990464 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4990470 nChanged 82
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Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4990462 nChanged 89
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Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4990452 nChanged 88
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Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4990470 nChanged 75
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Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4990475 nChanged 73
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Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4990474 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4990486 nChanged 77
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Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4990482 nChanged 76
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Mstep: Class 1 contains 26833 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4990496 nChanged 76
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Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4990500 nChanged 68
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Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4990500 nChanged 63
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Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4990512 nChanged 57
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Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4990505 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4990513 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4990522 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4990519 nChanged 40
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Mstep: Class 1 contains 27302 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4990523 nChanged 42
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Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4990520 nChanged 39
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Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4990523 nChanged 36
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Mstep: Class 1 contains 27419 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4990534 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4990540 nChanged 39
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Mstep: Class 1 contains 27497 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4990544 nChanged 48
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Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 15267 members 
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	Iteration 77Q: 3 clusters Score -4990540 nChanged 46
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Mstep: Class 1 contains 27591 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4990524 nChanged 59
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Mstep: Class 1 contains 27650 members 
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	Iteration 79Q: 3 clusters Score -4990542 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4990550 nChanged 47
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Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4990544 nChanged 41
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Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4990538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4990538 nChanged 36
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Mstep: Class 1 contains 27875 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4990539 nChanged 28
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Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4990540 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4990546 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27945 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4990548 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4990547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4990554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4990553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4990543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4990547 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4990544 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4990544 nChanged 19
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Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4990548 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4990544 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -4990560.500000 Penalty: 5289.628418
	Iteration 97Q: 3 clusters Score -4990560 nChanged 30
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Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4990560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -4990553.500000 Penalty: 5289.628418
	Iteration 99Q: 3 clusters Score -4990554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -4990555.500000 Penalty: 5289.628418
	Iteration 100F: 3 clusters Score -4990556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4990556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -4990558.500000 Penalty: 5289.628418
	Iteration 102Q: 3 clusters Score -4990558 nChanged 21
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Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4990568 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4990568 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -4990565.000000 Penalty: 5289.628418
	Iteration 105Q: 3 clusters Score -4990565 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
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Entering Unmasked Estep 
Score: -4990571.500000 Penalty: 5289.628418
	Iteration 106Q: 3 clusters Score -4990572 nChanged 11
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Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4990570 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4990572 nChanged 10
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Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4990580 nChanged 5
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Mstep: Class 1 contains 28360 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4990572 nChanged 7
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Mstep: Class 1 contains 28367 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4990576 nChanged 9
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Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4990580 nChanged 11
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Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4990574 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4990576 nChanged 12
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Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4990574 nChanged 14
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Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -4990570.500000 Penalty: 5289.628418
	Iteration 116Q: 3 clusters Score -4990570 nChanged 15
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Mstep: Class 1 contains 28435 members 
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Entering Unmasked Estep 
Score: -4990578.000000 Penalty: 5289.628418
	Iteration 117Q: 3 clusters Score -4990578 nChanged 21
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Mstep: Class 1 contains 28456 members 
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Entering Unmasked Estep 
Score: -4990566.500000 Penalty: 5289.628418
	Iteration 118Q: 3 clusters Score -4990566 nChanged 22
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Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -4990567.000000 Penalty: 5289.628418
	Iteration 119Q: 3 clusters Score -4990567 nChanged 27
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Mstep: Class 1 contains 28505 members 
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Entering Unmasked Estep 
Score: -4990565.500000 Penalty: 5289.628418
	Iteration 120F: 3 clusters Score -4990566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -4990561.500000 Penalty: 5289.628418
	Iteration 121Q: 3 clusters Score -4990562 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -4990572.000000 Penalty: 5289.628418
	Iteration 122Q: 3 clusters Score -4990572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -4990574.500000 Penalty: 5289.628418
	Iteration 123Q: 3 clusters Score -4990574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -4990564.500000 Penalty: 5289.628418
	Iteration 124Q: 3 clusters Score -4990564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -4990563.500000 Penalty: 5289.628418
	Iteration 125Q: 3 clusters Score -4990564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -4990565.000000 Penalty: 5289.628418
	Iteration 126Q: 3 clusters Score -4990565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -4990568.500000 Penalty: 5289.628418
	Iteration 127Q: 3 clusters Score -4990568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -4990577.000000 Penalty: 5289.628418
	Iteration 128Q: 3 clusters Score -4990577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -4990578.500000 Penalty: 5289.628418
	Iteration 129Q: 3 clusters Score -4990578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -4990582.000000 Penalty: 5289.628418
	Iteration 130Q: 3 clusters Score -4990582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -4990575.500000 Penalty: 5289.628418
	Iteration 131Q: 3 clusters Score -4990576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -4990571.000000 Penalty: 5289.628418
	Iteration 132Q: 3 clusters Score -4990571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -4990573.000000 Penalty: 5289.628418
	Iteration 133Q: 3 clusters Score -4990573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -4990575.000000 Penalty: 5289.628418
	Iteration 134Q: 3 clusters Score -4990575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4990575.000000 Penalty: 5289.628418
	Iteration 135Q: 3 clusters Score -4990575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -4990577.000000 Penalty: 5289.628418
	Iteration 136Q: 3 clusters Score -4990577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -4990580.500000 Penalty: 5289.628418
	Iteration 137Q: 3 clusters Score -4990580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -4990577.000000 Penalty: 5289.628418
	Iteration 138Q: 3 clusters Score -4990577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -4990574.000000 Penalty: 5289.628418
	Iteration 139Q: 3 clusters Score -4990574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4990571.500000 Penalty: 5289.628418
	Iteration 140F: 3 clusters Score -4990572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -4990572.500000 Penalty: 5289.628418
	Iteration 141Q: 3 clusters Score -4990572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -4990578.000000 Penalty: 5289.628418
	Iteration 142Q: 3 clusters Score -4990578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -4990578.000000 Penalty: 5289.628418
	Iteration 143Q: 3 clusters Score -4990578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -4990581.000000 Penalty: 5289.628418
	Iteration 144Q: 3 clusters Score -4990581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -4990584.500000 Penalty: 5289.628418
	Iteration 145Q: 3 clusters Score -4990584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -4990584.000000 Penalty: 5289.628418
	Iteration 146Q: 3 clusters Score -4990584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -4990595.000000 Penalty: 5289.628418
	Iteration 147Q: 3 clusters Score -4990595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -4990590.500000 Penalty: 5289.628418
	Iteration 148Q: 3 clusters Score -4990590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -4990582.500000 Penalty: 5289.628418
	Iteration 149Q: 3 clusters Score -4990582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -4990584.500000 Penalty: 5289.628418
	Iteration 150Q: 3 clusters Score -4990584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -4990583.500000 Penalty: 5289.628418
	Iteration 151Q: 3 clusters Score -4990584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4990580.000000 Penalty: 5289.628418
	Iteration 152Q: 3 clusters Score -4990580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4990580.000000 Penalty: 5289.628418
	Iteration 153F: 3 clusters Score -4990580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Entering Unmasked Estep 
Score: -2427159.250000 Penalty: 2464.752197
	Iteration 0F: 2 clusters Score -2427159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2412703.750000 Penalty: 4929.504395
	Iteration 0F: 3 clusters Score -2412704 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2417778.250000 Penalty: 4929.504395
	Iteration 1F: 3 clusters Score -2417778 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2418325.000000 Penalty: 4929.504395
	Iteration 2F: 3 clusters Score -2418325 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2418694.000000 Penalty: 4929.504395
	Iteration 3Q: 3 clusters Score -2418694 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2419036.000000 Penalty: 4929.504395
	Iteration 4Q: 3 clusters Score -2419036 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2419299.750000 Penalty: 4929.504395
	Iteration 5Q: 3 clusters Score -2419300 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2419547.500000 Penalty: 4929.504395
	Iteration 6Q: 3 clusters Score -2419548 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2419793.000000 Penalty: 4929.504395
	Iteration 7Q: 3 clusters Score -2419793 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2419998.750000 Penalty: 4929.504395
	Iteration 8Q: 3 clusters Score -2419999 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2420183.250000 Penalty: 4929.504395
	Iteration 9Q: 3 clusters Score -2420183 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2420368.000000 Penalty: 4929.504395
	Iteration 10Q: 3 clusters Score -2420368 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2420555.500000 Penalty: 4929.504395
	Iteration 11Q: 3 clusters Score -2420556 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2420731.000000 Penalty: 4929.504395
	Iteration 12Q: 3 clusters Score -2420731 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2420954.500000 Penalty: 4929.504395
	Iteration 13Q: 3 clusters Score -2420954 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2421207.000000 Penalty: 4929.504395
	Iteration 14Q: 3 clusters Score -2421207 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2421499.250000 Penalty: 4929.504395
	Iteration 15Q: 3 clusters Score -2421499 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2421845.500000 Penalty: 4929.504395
	Iteration 16Q: 3 clusters Score -2421846 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2422206.250000 Penalty: 4929.504395
	Iteration 17Q: 3 clusters Score -2422206 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2422541.000000 Penalty: 4929.504395
	Iteration 18Q: 3 clusters Score -2422541 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2422877.000000 Penalty: 4929.504395
	Iteration 19Q: 3 clusters Score -2422877 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2423177.500000 Penalty: 4929.504395
	Iteration 20F: 3 clusters Score -2423178 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2423455.250000 Penalty: 4929.504395
	Iteration 21Q: 3 clusters Score -2423455 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2423748.500000 Penalty: 4929.504395
	Iteration 22Q: 3 clusters Score -2423748 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2424013.250000 Penalty: 4929.504395
	Iteration 23Q: 3 clusters Score -2424013 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2424222.750000 Penalty: 4929.504395
	Iteration 24Q: 3 clusters Score -2424223 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2424409.250000 Penalty: 4929.504395
	Iteration 25Q: 3 clusters Score -2424409 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2424597.750000 Penalty: 4929.504395
	Iteration 26Q: 3 clusters Score -2424598 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2424742.750000 Penalty: 4929.504395
	Iteration 27Q: 3 clusters Score -2424743 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2424868.000000 Penalty: 4929.504395
	Iteration 28Q: 3 clusters Score -2424868 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2424959.000000 Penalty: 4929.504395
	Iteration 29Q: 3 clusters Score -2424959 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2425016.750000 Penalty: 4929.504395
	Iteration 30Q: 3 clusters Score -2425017 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2425057.750000 Penalty: 4929.504395
	Iteration 31Q: 3 clusters Score -2425058 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2425108.000000 Penalty: 4929.504395
	Iteration 32Q: 3 clusters Score -2425108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2425137.250000 Penalty: 4929.504395
	Iteration 33Q: 3 clusters Score -2425137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2425163.750000 Penalty: 4929.504395
	Iteration 34Q: 3 clusters Score -2425164 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2425210.750000 Penalty: 4929.504395
	Iteration 35Q: 3 clusters Score -2425211 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2425233.500000 Penalty: 4929.504395
	Iteration 36Q: 3 clusters Score -2425234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2425245.250000 Penalty: 4929.504395
	Iteration 37Q: 3 clusters Score -2425245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2425260.500000 Penalty: 4929.504395
	Iteration 38Q: 3 clusters Score -2425260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2425268.250000 Penalty: 4929.504395
	Iteration 39Q: 3 clusters Score -2425268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2425273.000000 Penalty: 4929.504395
	Iteration 40F: 3 clusters Score -2425273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2425276.750000 Penalty: 4929.504395
	Iteration 41Q: 3 clusters Score -2425277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2425282.750000 Penalty: 4929.504395
	Iteration 42Q: 3 clusters Score -2425283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2425291.250000 Penalty: 4929.504395
	Iteration 43Q: 3 clusters Score -2425291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2425290.750000 Penalty: 4929.504395
	Iteration 44Q: 3 clusters Score -2425291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2425302.250000 Penalty: 4929.504395
	Iteration 45Q: 3 clusters Score -2425302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2425299.500000 Penalty: 4929.504395
	Iteration 46Q: 3 clusters Score -2425300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2425301.250000 Penalty: 4929.504395
	Iteration 47Q: 3 clusters Score -2425301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2425303.000000 Penalty: 4929.504395
	Iteration 48Q: 3 clusters Score -2425303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2425305.250000 Penalty: 4929.504395
	Iteration 49Q: 3 clusters Score -2425305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2425309.000000 Penalty: 4929.504395
	Iteration 50Q: 3 clusters Score -2425309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2425307.000000 Penalty: 4929.504395
	Iteration 51Q: 3 clusters Score -2425307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2425307.000000 Penalty: 4929.504395
	Iteration 52F: 3 clusters Score -2425307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Entering Unmasked Estep 
Score: -4215095.500000 Penalty: 2596.417725
	Iteration 0F: 2 clusters Score -4215096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4191146.750000 Penalty: 5192.835449
	Iteration 0F: 3 clusters Score -4191147 nChanged 16033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4200085.500000 Penalty: 5192.835449
	Iteration 1F: 3 clusters Score -4200086 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -4200779.000000 Penalty: 5192.835449
	Iteration 2Q: 3 clusters Score -4200779 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4201547.000000 Penalty: 5192.835449
	Iteration 3Q: 3 clusters Score -4201547 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -4202433.500000 Penalty: 5192.835449
	Iteration 4F: 3 clusters Score -4202434 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -4203549.500000 Penalty: 5192.835449
	Iteration 5F: 3 clusters Score -4203550 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -4204987.000000 Penalty: 5192.835449
	Iteration 6F: 3 clusters Score -4204987 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -4206732.500000 Penalty: 5192.835449
	Iteration 7F: 3 clusters Score -4206732 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -4208414.500000 Penalty: 5192.835449
	Iteration 8F: 3 clusters Score -4208414 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -4209893.000000 Penalty: 5192.835449
	Iteration 9F: 3 clusters Score -4209893 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -4210952.500000 Penalty: 5192.835449
	Iteration 10Q: 3 clusters Score -4210952 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -4211498.500000 Penalty: 5192.835449
	Iteration 11Q: 3 clusters Score -4211498 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -4211802.500000 Penalty: 5192.835449
	Iteration 12Q: 3 clusters Score -4211802 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -4212031.000000 Penalty: 5192.835449
	Iteration 13Q: 3 clusters Score -4212031 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -4212202.000000 Penalty: 5192.835449
	Iteration 14Q: 3 clusters Score -4212202 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -4212342.500000 Penalty: 5192.835449
	Iteration 15Q: 3 clusters Score -4212342 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4212468.000000 Penalty: 5192.835449
	Iteration 16Q: 3 clusters Score -4212468 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -4212604.500000 Penalty: 5192.835449
	Iteration 17Q: 3 clusters Score -4212604 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -4212725.000000 Penalty: 5192.835449
	Iteration 18Q: 3 clusters Score -4212725 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -4212834.000000 Penalty: 5192.835449
	Iteration 19Q: 3 clusters Score -4212834 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -4212934.000000 Penalty: 5192.835449
	Iteration 20F: 3 clusters Score -4212934 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4213015.500000 Penalty: 5192.835449
	Iteration 21Q: 3 clusters Score -4213016 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4213099.500000 Penalty: 5192.835449
	Iteration 22Q: 3 clusters Score -4213100 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4213157.500000 Penalty: 5192.835449
	Iteration 23Q: 3 clusters Score -4213158 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4213198.500000 Penalty: 5192.835449
	Iteration 24Q: 3 clusters Score -4213198 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4213243.500000 Penalty: 5192.835449
	Iteration 25Q: 3 clusters Score -4213244 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4213292.000000 Penalty: 5192.835449
	Iteration 26Q: 3 clusters Score -4213292 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4213323.500000 Penalty: 5192.835449
	Iteration 27Q: 3 clusters Score -4213324 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4213346.500000 Penalty: 5192.835449
	Iteration 28Q: 3 clusters Score -4213346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4213378.500000 Penalty: 5192.835449
	Iteration 29Q: 3 clusters Score -4213378 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4213406.000000 Penalty: 5192.835449
	Iteration 30Q: 3 clusters Score -4213406 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4213430.500000 Penalty: 5192.835449
	Iteration 31Q: 3 clusters Score -4213430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4213449.000000 Penalty: 5192.835449
	Iteration 32Q: 3 clusters Score -4213449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4213455.500000 Penalty: 5192.835449
	Iteration 33Q: 3 clusters Score -4213456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4213461.500000 Penalty: 5192.835449
	Iteration 34Q: 3 clusters Score -4213462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4213472.500000 Penalty: 5192.835449
	Iteration 35Q: 3 clusters Score -4213472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4213480.500000 Penalty: 5192.835449
	Iteration 36Q: 3 clusters Score -4213480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4213481.000000 Penalty: 5192.835449
	Iteration 37Q: 3 clusters Score -4213481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4213481.500000 Penalty: 5192.835449
	Iteration 38Q: 3 clusters Score -4213482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4213487.500000 Penalty: 5192.835449
	Iteration 39Q: 3 clusters Score -4213488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4213487.000000 Penalty: 5192.835449
	Iteration 40F: 3 clusters Score -4213487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4213484.500000 Penalty: 5192.835449
	Iteration 41Q: 3 clusters Score -4213484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4213488.000000 Penalty: 5192.835449
	Iteration 42Q: 3 clusters Score -4213488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4213487.000000 Penalty: 5192.835449
	Iteration 43Q: 3 clusters Score -4213487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4213491.500000 Penalty: 5192.835449
	Iteration 44Q: 3 clusters Score -4213492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4213488.000000 Penalty: 5192.835449
	Iteration 45Q: 3 clusters Score -4213488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4213490.500000 Penalty: 5192.835449
	Iteration 46Q: 3 clusters Score -4213490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4213491.000000 Penalty: 5192.835449
	Iteration 47Q: 3 clusters Score -4213491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4213493.000000 Penalty: 5192.835449
	Iteration 48Q: 3 clusters Score -4213493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4213500.000000 Penalty: 5192.835449
	Iteration 49Q: 3 clusters Score -4213500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4213494.000000 Penalty: 5192.835449
	Iteration 50Q: 3 clusters Score -4213494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4213498.500000 Penalty: 5192.835449
	Iteration 51Q: 3 clusters Score -4213498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4213498.500000 Penalty: 5192.835449
	Iteration 52F: 3 clusters Score -4213498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Entering Unmasked Estep 
Score: -1063604.875000 Penalty: 2260.475586
	Iteration 0F: 2 clusters Score -1063605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1056480.375000 Penalty: 4520.951172
	Iteration 0F: 3 clusters Score -1056480 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1058433.625000 Penalty: 4520.951172
	Iteration 1F: 3 clusters Score -1058434 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1058755.625000 Penalty: 4520.951172
	Iteration 2F: 3 clusters Score -1058756 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1059002.250000 Penalty: 4520.951172
	Iteration 3F: 3 clusters Score -1059002 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1059204.750000 Penalty: 4520.951172
	Iteration 4Q: 3 clusters Score -1059205 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1059372.750000 Penalty: 4520.951172
	Iteration 5Q: 3 clusters Score -1059373 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1059510.875000 Penalty: 4520.951172
	Iteration 6Q: 3 clusters Score -1059511 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1059653.875000 Penalty: 4520.951172
	Iteration 7Q: 3 clusters Score -1059654 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1059771.000000 Penalty: 4520.951172
	Iteration 8Q: 3 clusters Score -1059771 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1059873.375000 Penalty: 4520.951172
	Iteration 9Q: 3 clusters Score -1059873 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1059964.375000 Penalty: 4520.951172
	Iteration 10Q: 3 clusters Score -1059964 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1060045.250000 Penalty: 4520.951172
	Iteration 11Q: 3 clusters Score -1060045 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1060133.625000 Penalty: 4520.951172
	Iteration 12Q: 3 clusters Score -1060134 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1060233.875000 Penalty: 4520.951172
	Iteration 13Q: 3 clusters Score -1060234 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1060347.875000 Penalty: 4520.951172
	Iteration 14Q: 3 clusters Score -1060348 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1060484.500000 Penalty: 4520.951172
	Iteration 15Q: 3 clusters Score -1060484 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1060616.875000 Penalty: 4520.951172
	Iteration 16Q: 3 clusters Score -1060617 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1060749.625000 Penalty: 4520.951172
	Iteration 17Q: 3 clusters Score -1060750 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1060874.875000 Penalty: 4520.951172
	Iteration 18Q: 3 clusters Score -1060875 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1060984.875000 Penalty: 4520.951172
	Iteration 19Q: 3 clusters Score -1060985 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1061087.000000 Penalty: 4520.951172
	Iteration 20F: 3 clusters Score -1061087 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1061170.875000 Penalty: 4520.951172
	Iteration 21Q: 3 clusters Score -1061171 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1061239.375000 Penalty: 4520.951172
	Iteration 22Q: 3 clusters Score -1061239 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1061289.500000 Penalty: 4520.951172
	Iteration 23Q: 3 clusters Score -1061290 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1061335.875000 Penalty: 4520.951172
	Iteration 24Q: 3 clusters Score -1061336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1061361.750000 Penalty: 4520.951172
	Iteration 25Q: 3 clusters Score -1061362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1061383.625000 Penalty: 4520.951172
	Iteration 26Q: 3 clusters Score -1061384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1061406.250000 Penalty: 4520.951172
	Iteration 27Q: 3 clusters Score -1061406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1061424.125000 Penalty: 4520.951172
	Iteration 28Q: 3 clusters Score -1061424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1061444.250000 Penalty: 4520.951172
	Iteration 29Q: 3 clusters Score -1061444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1061461.500000 Penalty: 4520.951172
	Iteration 30Q: 3 clusters Score -1061462 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1061489.625000 Penalty: 4520.951172
	Iteration 31Q: 3 clusters Score -1061490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1061514.500000 Penalty: 4520.951172
	Iteration 32Q: 3 clusters Score -1061514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1061528.875000 Penalty: 4520.951172
	Iteration 33Q: 3 clusters Score -1061529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1061542.375000 Penalty: 4520.951172
	Iteration 34Q: 3 clusters Score -1061542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1061557.000000 Penalty: 4520.951172
	Iteration 35Q: 3 clusters Score -1061557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1061570.625000 Penalty: 4520.951172
	Iteration 36Q: 3 clusters Score -1061571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1061586.500000 Penalty: 4520.951172
	Iteration 37Q: 3 clusters Score -1061586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1061608.500000 Penalty: 4520.951172
	Iteration 38Q: 3 clusters Score -1061608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1061615.750000 Penalty: 4520.951172
	Iteration 39Q: 3 clusters Score -1061616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1061623.500000 Penalty: 4520.951172
	Iteration 40F: 3 clusters Score -1061624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1061635.375000 Penalty: 4520.951172
	Iteration 41Q: 3 clusters Score -1061635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1061650.500000 Penalty: 4520.951172
	Iteration 42Q: 3 clusters Score -1061650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1061668.500000 Penalty: 4520.951172
	Iteration 43Q: 3 clusters Score -1061668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1061688.125000 Penalty: 4520.951172
	Iteration 44Q: 3 clusters Score -1061688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1061703.125000 Penalty: 4520.951172
	Iteration 45Q: 3 clusters Score -1061703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1061712.875000 Penalty: 4520.951172
	Iteration 46Q: 3 clusters Score -1061713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1061722.500000 Penalty: 4520.951172
	Iteration 47Q: 3 clusters Score -1061722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1061731.250000 Penalty: 4520.951172
	Iteration 48Q: 3 clusters Score -1061731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1061738.000000 Penalty: 4520.951172
	Iteration 49Q: 3 clusters Score -1061738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1061741.625000 Penalty: 4520.951172
	Iteration 50Q: 3 clusters Score -1061742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1061741.250000 Penalty: 4520.951172
	Iteration 51Q: 3 clusters Score -1061741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1061744.750000 Penalty: 4520.951172
	Iteration 52Q: 3 clusters Score -1061745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1061747.000000 Penalty: 4520.951172
	Iteration 53Q: 3 clusters Score -1061747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1061747.250000 Penalty: 4520.951172
	Iteration 54Q: 3 clusters Score -1061747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1061750.625000 Penalty: 4520.951172
	Iteration 55Q: 3 clusters Score -1061751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1061751.375000 Penalty: 4520.951172
	Iteration 56Q: 3 clusters Score -1061751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1061752.125000 Penalty: 4520.951172
	Iteration 57Q: 3 clusters Score -1061752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1061753.250000 Penalty: 4520.951172
	Iteration 58Q: 3 clusters Score -1061753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1061754.625000 Penalty: 4520.951172
	Iteration 59Q: 3 clusters Score -1061755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1061756.250000 Penalty: 4520.951172
	Iteration 60F: 3 clusters Score -1061756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Entering Unmasked Estep 
Score: -2457493.500000 Penalty: 2465.720215
	Iteration 0F: 2 clusters Score -2457494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2442989.750000 Penalty: 4931.440430
	Iteration 0F: 3 clusters Score -2442990 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2447777.500000 Penalty: 4931.440430
	Iteration 1F: 3 clusters Score -2447778 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2448150.000000 Penalty: 4931.440430
	Iteration 2F: 3 clusters Score -2448150 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2448486.750000 Penalty: 4931.440430
	Iteration 3Q: 3 clusters Score -2448487 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2448775.500000 Penalty: 4931.440430
	Iteration 4Q: 3 clusters Score -2448776 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2449046.750000 Penalty: 4931.440430
	Iteration 5Q: 3 clusters Score -2449047 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2449334.000000 Penalty: 4931.440430
	Iteration 6Q: 3 clusters Score -2449334 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2449634.000000 Penalty: 4931.440430
	Iteration 7Q: 3 clusters Score -2449634 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2449968.250000 Penalty: 4931.440430
	Iteration 8Q: 3 clusters Score -2449968 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2450371.000000 Penalty: 4931.440430
	Iteration 9Q: 3 clusters Score -2450371 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2450820.500000 Penalty: 4931.440430
	Iteration 10Q: 3 clusters Score -2450820 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2451272.500000 Penalty: 4931.440430
	Iteration 11Q: 3 clusters Score -2451272 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2451736.250000 Penalty: 4931.440430
	Iteration 12Q: 3 clusters Score -2451736 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2452138.000000 Penalty: 4931.440430
	Iteration 13Q: 3 clusters Score -2452138 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2452518.000000 Penalty: 4931.440430
	Iteration 14Q: 3 clusters Score -2452518 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2452848.250000 Penalty: 4931.440430
	Iteration 15Q: 3 clusters Score -2452848 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2453095.750000 Penalty: 4931.440430
	Iteration 16Q: 3 clusters Score -2453096 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2453306.750000 Penalty: 4931.440430
	Iteration 17Q: 3 clusters Score -2453307 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2453456.500000 Penalty: 4931.440430
	Iteration 18Q: 3 clusters Score -2453456 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2453586.000000 Penalty: 4931.440430
	Iteration 19Q: 3 clusters Score -2453586 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2453673.500000 Penalty: 4931.440430
	Iteration 20F: 3 clusters Score -2453674 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2453765.250000 Penalty: 4931.440430
	Iteration 21Q: 3 clusters Score -2453765 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2453828.250000 Penalty: 4931.440430
	Iteration 22Q: 3 clusters Score -2453828 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2453915.500000 Penalty: 4931.440430
	Iteration 23Q: 3 clusters Score -2453916 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2453979.250000 Penalty: 4931.440430
	Iteration 24Q: 3 clusters Score -2453979 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2454035.000000 Penalty: 4931.440430
	Iteration 25Q: 3 clusters Score -2454035 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2454098.500000 Penalty: 4931.440430
	Iteration 26Q: 3 clusters Score -2454098 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2454158.750000 Penalty: 4931.440430
	Iteration 27Q: 3 clusters Score -2454159 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2454216.500000 Penalty: 4931.440430
	Iteration 28Q: 3 clusters Score -2454216 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2454277.750000 Penalty: 4931.440430
	Iteration 29Q: 3 clusters Score -2454278 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2454328.750000 Penalty: 4931.440430
	Iteration 30Q: 3 clusters Score -2454329 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2454357.750000 Penalty: 4931.440430
	Iteration 31Q: 3 clusters Score -2454358 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2454419.000000 Penalty: 4931.440430
	Iteration 32Q: 3 clusters Score -2454419 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2454484.500000 Penalty: 4931.440430
	Iteration 33Q: 3 clusters Score -2454484 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2454534.750000 Penalty: 4931.440430
	Iteration 34Q: 3 clusters Score -2454535 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2454571.500000 Penalty: 4931.440430
	Iteration 35Q: 3 clusters Score -2454572 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2454646.750000 Penalty: 4931.440430
	Iteration 36Q: 3 clusters Score -2454647 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2454695.500000 Penalty: 4931.440430
	Iteration 37Q: 3 clusters Score -2454696 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2454738.250000 Penalty: 4931.440430
	Iteration 38Q: 3 clusters Score -2454738 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2454774.750000 Penalty: 4931.440430
	Iteration 39Q: 3 clusters Score -2454775 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2454820.000000 Penalty: 4931.440430
	Iteration 40F: 3 clusters Score -2454820 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2454848.500000 Penalty: 4931.440430
	Iteration 41Q: 3 clusters Score -2454848 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2454884.750000 Penalty: 4931.440430
	Iteration 42Q: 3 clusters Score -2454885 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2454923.250000 Penalty: 4931.440430
	Iteration 43Q: 3 clusters Score -2454923 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2454977.000000 Penalty: 4931.440430
	Iteration 44Q: 3 clusters Score -2454977 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2455002.500000 Penalty: 4931.440430
	Iteration 45Q: 3 clusters Score -2455002 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2455036.250000 Penalty: 4931.440430
	Iteration 46Q: 3 clusters Score -2455036 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2455079.750000 Penalty: 4931.440430
	Iteration 47Q: 3 clusters Score -2455080 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2455117.250000 Penalty: 4931.440430
	Iteration 48Q: 3 clusters Score -2455117 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2455142.750000 Penalty: 4931.440430
	Iteration 49Q: 3 clusters Score -2455143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2455175.500000 Penalty: 4931.440430
	Iteration 50Q: 3 clusters Score -2455176 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2455203.750000 Penalty: 4931.440430
	Iteration 51Q: 3 clusters Score -2455204 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2455224.500000 Penalty: 4931.440430
	Iteration 52Q: 3 clusters Score -2455224 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2455255.750000 Penalty: 4931.440430
	Iteration 53Q: 3 clusters Score -2455256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2455287.000000 Penalty: 4931.440430
	Iteration 54Q: 3 clusters Score -2455287 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2455307.000000 Penalty: 4931.440430
	Iteration 55Q: 3 clusters Score -2455307 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2455336.500000 Penalty: 4931.440430
	Iteration 56Q: 3 clusters Score -2455336 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2455356.750000 Penalty: 4931.440430
	Iteration 57Q: 3 clusters Score -2455357 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2455389.500000 Penalty: 4931.440430
	Iteration 58Q: 3 clusters Score -2455390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2455408.750000 Penalty: 4931.440430
	Iteration 59Q: 3 clusters Score -2455409 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2455434.500000 Penalty: 4931.440430
	Iteration 60F: 3 clusters Score -2455434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2455449.000000 Penalty: 4931.440430
	Iteration 61Q: 3 clusters Score -2455449 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2455467.500000 Penalty: 4931.440430
	Iteration 62Q: 3 clusters Score -2455468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2455478.250000 Penalty: 4931.440430
	Iteration 63Q: 3 clusters Score -2455478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2455494.000000 Penalty: 4931.440430
	Iteration 64Q: 3 clusters Score -2455494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2455505.500000 Penalty: 4931.440430
	Iteration 65Q: 3 clusters Score -2455506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2455522.000000 Penalty: 4931.440430
	Iteration 66Q: 3 clusters Score -2455522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2455528.500000 Penalty: 4931.440430
	Iteration 67Q: 3 clusters Score -2455528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2455536.750000 Penalty: 4931.440430
	Iteration 68Q: 3 clusters Score -2455537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2455547.750000 Penalty: 4931.440430
	Iteration 69Q: 3 clusters Score -2455548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2455548.000000 Penalty: 4931.440430
	Iteration 70Q: 3 clusters Score -2455548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2455552.000000 Penalty: 4931.440430
	Iteration 71Q: 3 clusters Score -2455552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2455569.000000 Penalty: 4931.440430
	Iteration 72Q: 3 clusters Score -2455569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2455568.250000 Penalty: 4931.440430
	Iteration 73Q: 3 clusters Score -2455568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2455572.500000 Penalty: 4931.440430
	Iteration 74Q: 3 clusters Score -2455572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2455576.250000 Penalty: 4931.440430
	Iteration 75Q: 3 clusters Score -2455576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2455574.500000 Penalty: 4931.440430
	Iteration 76Q: 3 clusters Score -2455574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2455580.750000 Penalty: 4931.440430
	Iteration 77Q: 3 clusters Score -2455581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2455577.750000 Penalty: 4931.440430
	Iteration 78Q: 3 clusters Score -2455578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2455579.500000 Penalty: 4931.440430
	Iteration 79Q: 3 clusters Score -2455580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2455582.000000 Penalty: 4931.440430
	Iteration 80F: 3 clusters Score -2455582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2455584.250000 Penalty: 4931.440430
	Iteration 81Q: 3 clusters Score -2455584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2455581.500000 Penalty: 4931.440430
	Iteration 82Q: 3 clusters Score -2455582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2455583.500000 Penalty: 4931.440430
	Iteration 83Q: 3 clusters Score -2455584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2455582.000000 Penalty: 4931.440430
	Iteration 84Q: 3 clusters Score -2455582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2455585.500000 Penalty: 4931.440430
	Iteration 85Q: 3 clusters Score -2455586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2455582.500000 Penalty: 4931.440430
	Iteration 86Q: 3 clusters Score -2455582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2455587.000000 Penalty: 4931.440430
	Iteration 87Q: 3 clusters Score -2455587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2455593.250000 Penalty: 4931.440430
	Iteration 88Q: 3 clusters Score -2455593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2455587.500000 Penalty: 4931.440430
	Iteration 89Q: 3 clusters Score -2455588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2455592.000000 Penalty: 4931.440430
	Iteration 90Q: 3 clusters Score -2455592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2455590.250000 Penalty: 4931.440430
	Iteration 91Q: 3 clusters Score -2455590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2455588.000000 Penalty: 4931.440430
	Iteration 92Q: 3 clusters Score -2455588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2455585.750000 Penalty: 4931.440430
	Iteration 93Q: 3 clusters Score -2455586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2455593.750000 Penalty: 4931.440430
	Iteration 94Q: 3 clusters Score -2455594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2455601.500000 Penalty: 4931.440430
	Iteration 95Q: 3 clusters Score -2455602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2455595.250000 Penalty: 4931.440430
	Iteration 96Q: 3 clusters Score -2455595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2455599.000000 Penalty: 4931.440430
	Iteration 97Q: 3 clusters Score -2455599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2455601.250000 Penalty: 4931.440430
	Iteration 98Q: 3 clusters Score -2455601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2455604.000000 Penalty: 4931.440430
	Iteration 99Q: 3 clusters Score -2455604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2455601.750000 Penalty: 4931.440430
	Iteration 100F: 3 clusters Score -2455602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Entering Unmasked Estep 
Score: -4209672.500000 Penalty: 2595.528809
	Iteration 0F: 2 clusters Score -4209672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4185838.500000 Penalty: 5191.057617
	Iteration 0F: 3 clusters Score -4185838 nChanged 15911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -4194432.500000 Penalty: 5191.057617
	Iteration 1F: 3 clusters Score -4194432 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4194836.000000 Penalty: 5191.057617
	Iteration 2Q: 3 clusters Score -4194836 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4195223.000000 Penalty: 5191.057617
	Iteration 3Q: 3 clusters Score -4195223 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -4195527.000000 Penalty: 5191.057617
	Iteration 4Q: 3 clusters Score -4195527 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4195849.000000 Penalty: 5191.057617
	Iteration 5Q: 3 clusters Score -4195849 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4196176.000000 Penalty: 5191.057617
	Iteration 6Q: 3 clusters Score -4196176 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -4196523.500000 Penalty: 5191.057617
	Iteration 7Q: 3 clusters Score -4196524 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -4196900.000000 Penalty: 5191.057617
	Iteration 8Q: 3 clusters Score -4196900 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -4197391.500000 Penalty: 5191.057617
	Iteration 9Q: 3 clusters Score -4197392 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -4198016.500000 Penalty: 5191.057617
	Iteration 10Q: 3 clusters Score -4198016 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -4198847.500000 Penalty: 5191.057617
	Iteration 11Q: 3 clusters Score -4198848 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -4199998.000000 Penalty: 5191.057617
	Iteration 12Q: 3 clusters Score -4199998 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -4201351.000000 Penalty: 5191.057617
	Iteration 13F: 3 clusters Score -4201351 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -4202734.500000 Penalty: 5191.057617
	Iteration 14Q: 3 clusters Score -4202734 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -4203938.500000 Penalty: 5191.057617
	Iteration 15Q: 3 clusters Score -4203938 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -4204819.500000 Penalty: 5191.057617
	Iteration 16Q: 3 clusters Score -4204820 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4205367.500000 Penalty: 5191.057617
	Iteration 17Q: 3 clusters Score -4205368 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -4205664.000000 Penalty: 5191.057617
	Iteration 18Q: 3 clusters Score -4205664 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -4205881.500000 Penalty: 5191.057617
	Iteration 19Q: 3 clusters Score -4205882 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -4206073.500000 Penalty: 5191.057617
	Iteration 20F: 3 clusters Score -4206074 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -4206245.500000 Penalty: 5191.057617
	Iteration 21Q: 3 clusters Score -4206246 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -4206377.500000 Penalty: 5191.057617
	Iteration 22Q: 3 clusters Score -4206378 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -4206493.500000 Penalty: 5191.057617
	Iteration 23Q: 3 clusters Score -4206494 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -4206624.000000 Penalty: 5191.057617
	Iteration 24Q: 3 clusters Score -4206624 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -4206716.000000 Penalty: 5191.057617
	Iteration 25Q: 3 clusters Score -4206716 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4206775.000000 Penalty: 5191.057617
	Iteration 26Q: 3 clusters Score -4206775 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -4206820.000000 Penalty: 5191.057617
	Iteration 27Q: 3 clusters Score -4206820 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4206861.000000 Penalty: 5191.057617
	Iteration 28Q: 3 clusters Score -4206861 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4206895.500000 Penalty: 5191.057617
	Iteration 29Q: 3 clusters Score -4206896 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -4206936.500000 Penalty: 5191.057617
	Iteration 30Q: 3 clusters Score -4206936 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4206982.500000 Penalty: 5191.057617
	Iteration 31Q: 3 clusters Score -4206982 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -4207022.000000 Penalty: 5191.057617
	Iteration 32Q: 3 clusters Score -4207022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -4207049.000000 Penalty: 5191.057617
	Iteration 33Q: 3 clusters Score -4207049 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -4207073.000000 Penalty: 5191.057617
	Iteration 34Q: 3 clusters Score -4207073 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -4207099.500000 Penalty: 5191.057617
	Iteration 35Q: 3 clusters Score -4207100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -4207117.500000 Penalty: 5191.057617
	Iteration 36Q: 3 clusters Score -4207118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -4207136.000000 Penalty: 5191.057617
	Iteration 37Q: 3 clusters Score -4207136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -4207150.000000 Penalty: 5191.057617
	Iteration 38Q: 3 clusters Score -4207150 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -4207169.000000 Penalty: 5191.057617
	Iteration 39Q: 3 clusters Score -4207169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -4207197.000000 Penalty: 5191.057617
	Iteration 40F: 3 clusters Score -4207197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -4207212.000000 Penalty: 5191.057617
	Iteration 41Q: 3 clusters Score -4207212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -4207218.500000 Penalty: 5191.057617
	Iteration 42Q: 3 clusters Score -4207218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -4207231.000000 Penalty: 5191.057617
	Iteration 43Q: 3 clusters Score -4207231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -4207245.000000 Penalty: 5191.057617
	Iteration 44Q: 3 clusters Score -4207245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -4207263.000000 Penalty: 5191.057617
	Iteration 45Q: 3 clusters Score -4207263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -4207271.000000 Penalty: 5191.057617
	Iteration 46Q: 3 clusters Score -4207271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -4207293.500000 Penalty: 5191.057617
	Iteration 47Q: 3 clusters Score -4207294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -4207302.500000 Penalty: 5191.057617
	Iteration 48Q: 3 clusters Score -4207302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -4207318.500000 Penalty: 5191.057617
	Iteration 49Q: 3 clusters Score -4207318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -4207330.500000 Penalty: 5191.057617
	Iteration 50Q: 3 clusters Score -4207330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -4207333.500000 Penalty: 5191.057617
	Iteration 51Q: 3 clusters Score -4207334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -4207343.500000 Penalty: 5191.057617
	Iteration 52Q: 3 clusters Score -4207344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -4207354.000000 Penalty: 5191.057617
	Iteration 53Q: 3 clusters Score -4207354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4207362.000000 Penalty: 5191.057617
	Iteration 54Q: 3 clusters Score -4207362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4207374.500000 Penalty: 5191.057617
	Iteration 55Q: 3 clusters Score -4207374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4207386.000000 Penalty: 5191.057617
	Iteration 56Q: 3 clusters Score -4207386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4207395.500000 Penalty: 5191.057617
	Iteration 57Q: 3 clusters Score -4207396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4207407.000000 Penalty: 5191.057617
	Iteration 58Q: 3 clusters Score -4207407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -4207418.500000 Penalty: 5191.057617
	Iteration 59Q: 3 clusters Score -4207418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -4207431.000000 Penalty: 5191.057617
	Iteration 60F: 3 clusters Score -4207431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4207445.500000 Penalty: 5191.057617
	Iteration 61Q: 3 clusters Score -4207446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -4207460.000000 Penalty: 5191.057617
	Iteration 62Q: 3 clusters Score -4207460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -4207467.500000 Penalty: 5191.057617
	Iteration 63Q: 3 clusters Score -4207468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4207475.500000 Penalty: 5191.057617
	Iteration 64Q: 3 clusters Score -4207476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -4207476.500000 Penalty: 5191.057617
	Iteration 65Q: 3 clusters Score -4207476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -4207483.000000 Penalty: 5191.057617
	Iteration 66Q: 3 clusters Score -4207483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -4207484.000000 Penalty: 5191.057617
	Iteration 67Q: 3 clusters Score -4207484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -4207486.500000 Penalty: 5191.057617
	Iteration 68Q: 3 clusters Score -4207486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -4207483.500000 Penalty: 5191.057617
	Iteration 69Q: 3 clusters Score -4207484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4207485.500000 Penalty: 5191.057617
	Iteration 70Q: 3 clusters Score -4207486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4207484.500000 Penalty: 5191.057617
	Iteration 71Q: 3 clusters Score -4207484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -4207487.500000 Penalty: 5191.057617
	Iteration 72Q: 3 clusters Score -4207488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -4207488.500000 Penalty: 5191.057617
	Iteration 73Q: 3 clusters Score -4207488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4207494.500000 Penalty: 5191.057617
	Iteration 74Q: 3 clusters Score -4207494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -4207493.000000 Penalty: 5191.057617
	Iteration 75Q: 3 clusters Score -4207493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -4207494.000000 Penalty: 5191.057617
	Iteration 76Q: 3 clusters Score -4207494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4207495.500000 Penalty: 5191.057617
	Iteration 77Q: 3 clusters Score -4207496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4207498.000000 Penalty: 5191.057617
	Iteration 78Q: 3 clusters Score -4207498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -4207509.000000 Penalty: 5191.057617
	Iteration 79Q: 3 clusters Score -4207509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -4207508.500000 Penalty: 5191.057617
	Iteration 80F: 3 clusters Score -4207508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -4207510.500000 Penalty: 5191.057617
	Iteration 81Q: 3 clusters Score -4207510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -4207514.000000 Penalty: 5191.057617
	Iteration 82Q: 3 clusters Score -4207514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -4207521.000000 Penalty: 5191.057617
	Iteration 83Q: 3 clusters Score -4207521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4207522.500000 Penalty: 5191.057617
	Iteration 84Q: 3 clusters Score -4207522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4207523.500000 Penalty: 5191.057617
	Iteration 85Q: 3 clusters Score -4207524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -4207523.000000 Penalty: 5191.057617
	Iteration 86Q: 3 clusters Score -4207523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4207529.500000 Penalty: 5191.057617
	Iteration 87Q: 3 clusters Score -4207530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -4207531.000000 Penalty: 5191.057617
	Iteration 88Q: 3 clusters Score -4207531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4207535.500000 Penalty: 5191.057617
	Iteration 89Q: 3 clusters Score -4207536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -4207528.000000 Penalty: 5191.057617
	Iteration 90Q: 3 clusters Score -4207528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4207531.000000 Penalty: 5191.057617
	Iteration 91Q: 3 clusters Score -4207531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -4207532.500000 Penalty: 5191.057617
	Iteration 92Q: 3 clusters Score -4207532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4207533.500000 Penalty: 5191.057617
	Iteration 93Q: 3 clusters Score -4207534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4207535.000000 Penalty: 5191.057617
	Iteration 94Q: 3 clusters Score -4207535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -4207537.500000 Penalty: 5191.057617
	Iteration 95Q: 3 clusters Score -4207538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4207541.000000 Penalty: 5191.057617
	Iteration 96Q: 3 clusters Score -4207541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4207541.500000 Penalty: 5191.057617
	Iteration 97Q: 3 clusters Score -4207542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -4207540.500000 Penalty: 5191.057617
	Iteration 98Q: 3 clusters Score -4207540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -4207544.500000 Penalty: 5191.057617
	Iteration 99Q: 3 clusters Score -4207544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4207547.000000 Penalty: 5191.057617
	Iteration 100F: 3 clusters Score -4207547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -4207549.000000 Penalty: 5191.057617
	Iteration 101Q: 3 clusters Score -4207549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -4207558.000000 Penalty: 5191.057617
	Iteration 102Q: 3 clusters Score -4207558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4207560.500000 Penalty: 5191.057617
	Iteration 103Q: 3 clusters Score -4207560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -4207561.500000 Penalty: 5191.057617
	Iteration 104Q: 3 clusters Score -4207562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -4207563.000000 Penalty: 5191.057617
	Iteration 105Q: 3 clusters Score -4207563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -4207571.000000 Penalty: 5191.057617
	Iteration 106Q: 3 clusters Score -4207571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4207569.500000 Penalty: 5191.057617
	Iteration 107Q: 3 clusters Score -4207570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -4207567.000000 Penalty: 5191.057617
	Iteration 108Q: 3 clusters Score -4207567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -4207569.500000 Penalty: 5191.057617
	Iteration 109Q: 3 clusters Score -4207570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -4207575.500000 Penalty: 5191.057617
	Iteration 110Q: 3 clusters Score -4207576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -4207571.000000 Penalty: 5191.057617
	Iteration 111Q: 3 clusters Score -4207571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4207571.500000 Penalty: 5191.057617
	Iteration 112Q: 3 clusters Score -4207572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4207571.500000 Penalty: 5191.057617
	Iteration 113Q: 3 clusters Score -4207572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4207575.500000 Penalty: 5191.057617
	Iteration 114Q: 3 clusters Score -4207576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4207579.500000 Penalty: 5191.057617
	Iteration 115Q: 3 clusters Score -4207580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -4207580.000000 Penalty: 5191.057617
	Iteration 116Q: 3 clusters Score -4207580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -4207580.000000 Penalty: 5191.057617
	Iteration 117F: 3 clusters Score -4207580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Entering Unmasked Estep 
Score: -5252893.500000 Penalty: 2660.133789
	Iteration 0F: 2 clusters Score -5252894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -5222133.500000 Penalty: 5320.267578
	Iteration 0F: 3 clusters Score -5222134 nChanged 21005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -5233913.500000 Penalty: 5320.267578
	Iteration 1F: 3 clusters Score -5233914 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -5234682.500000 Penalty: 5320.267578
	Iteration 2Q: 3 clusters Score -5234682 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -5235696.000000 Penalty: 5320.267578
	Iteration 3Q: 3 clusters Score -5235696 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -5236861.500000 Penalty: 5320.267578
	Iteration 4F: 3 clusters Score -5236862 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -5238582.000000 Penalty: 5320.267578
	Iteration 5F: 3 clusters Score -5238582 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -5241015.500000 Penalty: 5320.267578
	Iteration 6F: 3 clusters Score -5241016 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -5243864.500000 Penalty: 5320.267578
	Iteration 7F: 3 clusters Score -5243864 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -5246490.000000 Penalty: 5320.267578
	Iteration 8F: 3 clusters Score -5246490 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5248426.000000 Penalty: 5320.267578
	Iteration 9Q: 3 clusters Score -5248426 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5249474.000000 Penalty: 5320.267578
	Iteration 10Q: 3 clusters Score -5249474 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5250002.500000 Penalty: 5320.267578
	Iteration 11Q: 3 clusters Score -5250002 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5250261.500000 Penalty: 5320.267578
	Iteration 12Q: 3 clusters Score -5250262 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5250398.000000 Penalty: 5320.267578
	Iteration 13Q: 3 clusters Score -5250398 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5250475.000000 Penalty: 5320.267578
	Iteration 14Q: 3 clusters Score -5250475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5250508.500000 Penalty: 5320.267578
	Iteration 15Q: 3 clusters Score -5250508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5250541.500000 Penalty: 5320.267578
	Iteration 16Q: 3 clusters Score -5250542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5250566.000000 Penalty: 5320.267578
	Iteration 17Q: 3 clusters Score -5250566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5250581.500000 Penalty: 5320.267578
	Iteration 18Q: 3 clusters Score -5250582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5250582.500000 Penalty: 5320.267578
	Iteration 19Q: 3 clusters Score -5250582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5250577.000000 Penalty: 5320.267578
	Iteration 20F: 3 clusters Score -5250577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5250587.500000 Penalty: 5320.267578
	Iteration 21Q: 3 clusters Score -5250588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5250584.000000 Penalty: 5320.267578
	Iteration 22Q: 3 clusters Score -5250584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5250589.000000 Penalty: 5320.267578
	Iteration 23Q: 3 clusters Score -5250589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5250592.000000 Penalty: 5320.267578
	Iteration 24Q: 3 clusters Score -5250592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5250595.000000 Penalty: 5320.267578
	Iteration 25Q: 3 clusters Score -5250595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5250595.000000 Penalty: 5320.267578
	Iteration 26F: 3 clusters Score -5250595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Entering Unmasked Estep 
Score: -1236397.000000 Penalty: 2298.451416
	Iteration 0F: 2 clusters Score -1236397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1228351.000000 Penalty: 4596.902832
	Iteration 0F: 3 clusters Score -1228351 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1230788.375000 Penalty: 4596.902832
	Iteration 1F: 3 clusters Score -1230788 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1231261.250000 Penalty: 4596.902832
	Iteration 2F: 3 clusters Score -1231261 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1231726.125000 Penalty: 4596.902832
	Iteration 3F: 3 clusters Score -1231726 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1232160.750000 Penalty: 4596.902832
	Iteration 4F: 3 clusters Score -1232161 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1232575.625000 Penalty: 4596.902832
	Iteration 5F: 3 clusters Score -1232576 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1232959.375000 Penalty: 4596.902832
	Iteration 6F: 3 clusters Score -1232959 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1233315.750000 Penalty: 4596.902832
	Iteration 7F: 3 clusters Score -1233316 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1233651.625000 Penalty: 4596.902832
	Iteration 8Q: 3 clusters Score -1233652 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1233975.125000 Penalty: 4596.902832
	Iteration 9Q: 3 clusters Score -1233975 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1234254.625000 Penalty: 4596.902832
	Iteration 10Q: 3 clusters Score -1234255 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1234501.125000 Penalty: 4596.902832
	Iteration 11Q: 3 clusters Score -1234501 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1234704.750000 Penalty: 4596.902832
	Iteration 12Q: 3 clusters Score -1234705 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1234869.750000 Penalty: 4596.902832
	Iteration 13Q: 3 clusters Score -1234870 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1234992.875000 Penalty: 4596.902832
	Iteration 14Q: 3 clusters Score -1234993 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1235094.500000 Penalty: 4596.902832
	Iteration 15Q: 3 clusters Score -1235094 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1235162.000000 Penalty: 4596.902832
	Iteration 16Q: 3 clusters Score -1235162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1235205.875000 Penalty: 4596.902832
	Iteration 17Q: 3 clusters Score -1235206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1235232.875000 Penalty: 4596.902832
	Iteration 18Q: 3 clusters Score -1235233 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1235260.375000 Penalty: 4596.902832
	Iteration 19Q: 3 clusters Score -1235260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1235282.500000 Penalty: 4596.902832
	Iteration 20F: 3 clusters Score -1235282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1235300.500000 Penalty: 4596.902832
	Iteration 21Q: 3 clusters Score -1235300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1235316.125000 Penalty: 4596.902832
	Iteration 22Q: 3 clusters Score -1235316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1235333.000000 Penalty: 4596.902832
	Iteration 23Q: 3 clusters Score -1235333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1235345.000000 Penalty: 4596.902832
	Iteration 24Q: 3 clusters Score -1235345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1235349.000000 Penalty: 4596.902832
	Iteration 25Q: 3 clusters Score -1235349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1235352.375000 Penalty: 4596.902832
	Iteration 26Q: 3 clusters Score -1235352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1235356.250000 Penalty: 4596.902832
	Iteration 27Q: 3 clusters Score -1235356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1235360.250000 Penalty: 4596.902832
	Iteration 28Q: 3 clusters Score -1235360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1235361.000000 Penalty: 4596.902832
	Iteration 29Q: 3 clusters Score -1235361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1235360.500000 Penalty: 4596.902832
	Iteration 30Q: 3 clusters Score -1235360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1235361.500000 Penalty: 4596.902832
	Iteration 31Q: 3 clusters Score -1235362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1235359.000000 Penalty: 4596.902832
	Iteration 32Q: 3 clusters Score -1235359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1235361.250000 Penalty: 4596.902832
	Iteration 33Q: 3 clusters Score -1235361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1235361.250000 Penalty: 4596.902832
	Iteration 34F: 3 clusters Score -1235361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -72373.828125 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -72373.83 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 399 members 
Entering Unmasked Estep 
Score: -70898.164062 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -70898.16 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -71394.078125 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -71394.08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -71602.625000 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -71602.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -71769.890625 Penalty: 3302.373535
	Iteration 3F: 3 clusters Score -71769.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71950.593750 Penalty: 3302.373535
	Iteration 4F: 3 clusters Score -71950.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -72007.062500 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -72007.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -72042.742188 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -72042.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -72064.367188 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -72064.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -72071.593750 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -72071.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -72082.046875 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -72082.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72090.015625 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -72090.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72101.210938 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -72101.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72103.203125 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -72103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -72104.023438 Penalty: 3302.373535
	Iteration 13Q: 3 clusters Score -72104.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -72104.023438 Penalty: 3302.373535
	Iteration 14F: 3 clusters Score -72104.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (73033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73033 members 
Entering Unmasked Estep 
Score: -8637730.000000 Penalty: 2777.269287
	Iteration 0F: 2 clusters Score -8637730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -8588695.000000 Penalty: 5554.538574
	Iteration 0F: 3 clusters Score -8588695 nChanged 34304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -8609017.000000 Penalty: 5554.538574
	Iteration 1F: 3 clusters Score -8609017 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -8610681.000000 Penalty: 5554.538574
	Iteration 2F: 3 clusters Score -8610681 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -8612938.000000 Penalty: 5554.538574
	Iteration 3F: 3 clusters Score -8612938 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -8615999.000000 Penalty: 5554.538574
	Iteration 4F: 3 clusters Score -8615999 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -8619679.000000 Penalty: 5554.538574
	Iteration 5F: 3 clusters Score -8619679 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -8622945.000000 Penalty: 5554.538574
	Iteration 6F: 3 clusters Score -8622945 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -8625483.000000 Penalty: 5554.538574
	Iteration 7F: 3 clusters Score -8625483 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -8627433.000000 Penalty: 5554.538574
	Iteration 8Q: 3 clusters Score -8627433 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -8629145.000000 Penalty: 5554.538574
	Iteration 9Q: 3 clusters Score -8629145 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -8630602.000000 Penalty: 5554.538574
	Iteration 10Q: 3 clusters Score -8630602 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -8631963.000000 Penalty: 5554.538574
	Iteration 11Q: 3 clusters Score -8631963 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -8633245.000000 Penalty: 5554.538574
	Iteration 12Q: 3 clusters Score -8633245 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -8634347.000000 Penalty: 5554.538574
	Iteration 13Q: 3 clusters Score -8634347 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -8634975.000000 Penalty: 5554.538574
	Iteration 14Q: 3 clusters Score -8634975 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -8635343.000000 Penalty: 5554.538574
	Iteration 15Q: 3 clusters Score -8635343 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -8635564.000000 Penalty: 5554.538574
	Iteration 16Q: 3 clusters Score -8635564 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -8635755.000000 Penalty: 5554.538574
	Iteration 17Q: 3 clusters Score -8635755 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -8635884.000000 Penalty: 5554.538574
	Iteration 18Q: 3 clusters Score -8635884 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -8635983.000000 Penalty: 5554.538574
	Iteration 19Q: 3 clusters Score -8635983 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -8636102.000000 Penalty: 5554.538574
	Iteration 20F: 3 clusters Score -8636102 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -8636180.000000 Penalty: 5554.538574
	Iteration 21Q: 3 clusters Score -8636180 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -8636266.000000 Penalty: 5554.538574
	Iteration 22Q: 3 clusters Score -8636266 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -8636288.000000 Penalty: 5554.538574
	Iteration 23Q: 3 clusters Score -8636288 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -8636309.000000 Penalty: 5554.538574
	Iteration 24Q: 3 clusters Score -8636309 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -8636373.000000 Penalty: 5554.538574
	Iteration 25Q: 3 clusters Score -8636373 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -8636411.000000 Penalty: 5554.538574
	Iteration 26Q: 3 clusters Score -8636411 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68997 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -8636442.000000 Penalty: 5554.538574
	Iteration 27Q: 3 clusters Score -8636442 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69091 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8636468.000000 Penalty: 5554.538574
	Iteration 28Q: 3 clusters Score -8636468 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -8636468.000000 Penalty: 5554.538574
	Iteration 29Q: 3 clusters Score -8636468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -8636487.000000 Penalty: 5554.538574
	Iteration 30Q: 3 clusters Score -8636487 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -8636510.000000 Penalty: 5554.538574
	Iteration 31Q: 3 clusters Score -8636510 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69387 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -8636541.000000 Penalty: 5554.538574
	Iteration 32Q: 3 clusters Score -8636541 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -8636541.000000 Penalty: 5554.538574
	Iteration 33Q: 3 clusters Score -8636541 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8636558.000000 Penalty: 5554.538574
	Iteration 34Q: 3 clusters Score -8636558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -8636574.000000 Penalty: 5554.538574
	Iteration 35Q: 3 clusters Score -8636574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -8636579.000000 Penalty: 5554.538574
	Iteration 36Q: 3 clusters Score -8636579 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8636595.000000 Penalty: 5554.538574
	Iteration 37Q: 3 clusters Score -8636595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -8636593.000000 Penalty: 5554.538574
	Iteration 38Q: 3 clusters Score -8636593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8636597.000000 Penalty: 5554.538574
	Iteration 39Q: 3 clusters Score -8636597 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -8636618.000000 Penalty: 5554.538574
	Iteration 40F: 3 clusters Score -8636618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8636614.000000 Penalty: 5554.538574
	Iteration 41Q: 3 clusters Score -8636614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -8636630.000000 Penalty: 5554.538574
	Iteration 42Q: 3 clusters Score -8636630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -8636627.000000 Penalty: 5554.538574
	Iteration 43Q: 3 clusters Score -8636627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8636630.000000 Penalty: 5554.538574
	Iteration 44Q: 3 clusters Score -8636630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -8636636.000000 Penalty: 5554.538574
	Iteration 45Q: 3 clusters Score -8636636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -8636636.000000 Penalty: 5554.538574
	Iteration 46Q: 3 clusters Score -8636636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69999 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8636660.000000 Penalty: 5554.538574
	Iteration 47Q: 3 clusters Score -8636660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -8636664.000000 Penalty: 5554.538574
	Iteration 48Q: 3 clusters Score -8636664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -8636663.000000 Penalty: 5554.538574
	Iteration 49Q: 3 clusters Score -8636663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -8636663.000000 Penalty: 5554.538574
	Iteration 50Q: 3 clusters Score -8636663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70077 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -8636670.000000 Penalty: 5554.538574
	Iteration 51Q: 3 clusters Score -8636670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8636668.000000 Penalty: 5554.538574
	Iteration 52Q: 3 clusters Score -8636668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -8636666.000000 Penalty: 5554.538574
	Iteration 53Q: 3 clusters Score -8636666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -8636666.000000 Penalty: 5554.538574
	Iteration 54Q: 3 clusters Score -8636666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70093 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -8636661.000000 Penalty: 5554.538574
	Iteration 55Q: 3 clusters Score -8636661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -8636666.000000 Penalty: 5554.538574
	Iteration 56Q: 3 clusters Score -8636666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -8636661.000000 Penalty: 5554.538574
	Iteration 57Q: 3 clusters Score -8636661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -8636657.000000 Penalty: 5554.538574
	Iteration 58Q: 3 clusters Score -8636657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8636660.000000 Penalty: 5554.538574
	Iteration 59Q: 3 clusters Score -8636660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8636660.000000 Penalty: 5554.538574
	Iteration 60F: 3 clusters Score -8636660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -8636667.000000 Penalty: 5554.538574
	Iteration 61Q: 3 clusters Score -8636667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -8636667.000000 Penalty: 5554.538574
	Iteration 62Q: 3 clusters Score -8636667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8636668.000000 Penalty: 5554.538574
	Iteration 63Q: 3 clusters Score -8636668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -8636673.000000 Penalty: 5554.538574
	Iteration 64Q: 3 clusters Score -8636673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -8636668.000000 Penalty: 5554.538574
	Iteration 65Q: 3 clusters Score -8636668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -8636668.000000 Penalty: 5554.538574
	Iteration 66F: 3 clusters Score -8636668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (177453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177453 members 
Entering Unmasked Estep 
Score: -21077600.000000 Penalty: 2997.442383
	Iteration 0F: 2 clusters Score -2.10776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 88691 members 
Entering Unmasked Estep 
Score: -20963150.000000 Penalty: 5994.884766
	Iteration 0F: 3 clusters Score -2.096315e+07 nChanged 85072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89714 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -21012420.000000 Penalty: 5994.884766
	Iteration 1F: 3 clusters Score -2.101242e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -21014374.000000 Penalty: 5994.884766
	Iteration 2Q: 3 clusters Score -2.101437e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -21018484.000000 Penalty: 5994.884766
	Iteration 3Q: 3 clusters Score -2.101848e+07 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97133 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -21025726.000000 Penalty: 5994.884766
	Iteration 4F: 3 clusters Score -2.102573e+07 nChanged 13276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 72326 members 
Entering Unmasked Estep 
Score: -21034150.000000 Penalty: 5994.884766
	Iteration 5F: 3 clusters Score -2.103415e+07 nChanged 14862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116589 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -21044596.000000 Penalty: 5994.884766
	Iteration 6F: 3 clusters Score -2.10446e+07 nChanged 15133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130108 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -21057368.000000 Penalty: 5994.884766
	Iteration 7F: 3 clusters Score -2.105737e+07 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142738 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -21069912.000000 Penalty: 5994.884766
	Iteration 8F: 3 clusters Score -2.106991e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152031 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -21079064.000000 Penalty: 5994.884766
	Iteration 9F: 3 clusters Score -2.107906e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157749 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -21083772.000000 Penalty: 5994.884766
	Iteration 10Q: 3 clusters Score -2.108377e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161110 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -21085838.000000 Penalty: 5994.884766
	Iteration 11Q: 3 clusters Score -2.108584e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163384 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -21086806.000000 Penalty: 5994.884766
	Iteration 12Q: 3 clusters Score -2.108681e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165061 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -21087398.000000 Penalty: 5994.884766
	Iteration 13Q: 3 clusters Score -2.10874e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166374 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -21087778.000000 Penalty: 5994.884766
	Iteration 14Q: 3 clusters Score -2.108778e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167420 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -21088158.000000 Penalty: 5994.884766
	Iteration 15Q: 3 clusters Score -2.108816e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168261 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -21088368.000000 Penalty: 5994.884766
	Iteration 16Q: 3 clusters Score -2.108837e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168948 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -21088696.000000 Penalty: 5994.884766
	Iteration 17Q: 3 clusters Score -2.10887e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169506 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -21089118.000000 Penalty: 5994.884766
	Iteration 18Q: 3 clusters Score -2.108912e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169956 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -21089650.000000 Penalty: 5994.884766
	Iteration 19Q: 3 clusters Score -2.108965e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170262 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -21089926.000000 Penalty: 5994.884766
	Iteration 20F: 3 clusters Score -2.108993e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170443 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -21090176.000000 Penalty: 5994.884766
	Iteration 21Q: 3 clusters Score -2.109018e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170546 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -21090210.000000 Penalty: 5994.884766
	Iteration 22Q: 3 clusters Score -2.109021e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170619 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -21090230.000000 Penalty: 5994.884766
	Iteration 23Q: 3 clusters Score -2.109023e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170659 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -21090244.000000 Penalty: 5994.884766
	Iteration 24Q: 3 clusters Score -2.109024e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170687 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -21090252.000000 Penalty: 5994.884766
	Iteration 25Q: 3 clusters Score -2.109025e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170707 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -21090240.000000 Penalty: 5994.884766
	Iteration 26Q: 3 clusters Score -2.109024e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170730 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -21090216.000000 Penalty: 5994.884766
	Iteration 27Q: 3 clusters Score -2.109022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170737 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -21090232.000000 Penalty: 5994.884766
	Iteration 28Q: 3 clusters Score -2.109023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170747 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -21090240.000000 Penalty: 5994.884766
	Iteration 29Q: 3 clusters Score -2.109024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170750 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -21090236.000000 Penalty: 5994.884766
	Iteration 30Q: 3 clusters Score -2.109024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170755 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -21090254.000000 Penalty: 5994.884766
	Iteration 31Q: 3 clusters Score -2.109025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170756 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -21090256.000000 Penalty: 5994.884766
	Iteration 32Q: 3 clusters Score -2.109026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170760 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -21090250.000000 Penalty: 5994.884766
	Iteration 33Q: 3 clusters Score -2.109025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170763 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -21090240.000000 Penalty: 5994.884766
	Iteration 34Q: 3 clusters Score -2.109024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170764 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -21090238.000000 Penalty: 5994.884766
	Iteration 35Q: 3 clusters Score -2.109024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170764 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -21090238.000000 Penalty: 5994.884766
	Iteration 36F: 3 clusters Score -2.109024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 217210 members 
Mstep: Class 2 contains 69563 members 
Mstep: Class 3 contains 8614 members 
Mstep: Class 4 contains 257237 members 
Mstep: Class 5 contains 42812 members 
Mstep: Class 6 contains 20713 members 
Mstep: Class 7 contains 35222 members 
Mstep: Class 8 contains 9089 members 
Mstep: Class 9 contains 20794 members 
Mstep: Class 10 contains 35096 members 
Mstep: Class 11 contains 45540 members 
Mstep: Class 12 contains 10593 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 14 contains 73033 members 
Mstep: Class 15 contains 170764 members 
Mstep: Class 16 contains 94450 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 199071 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 10061 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 6689 members 
Entering Unmasked Estep 
Score: -155995776.000000 Penalty: 80498.257812
Splitting cluster 15 changes total score from -155988912.000000 to -155995776.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (94450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94450 members 
Entering Unmasked Estep 
Score: -11284120.000000 Penalty: 2841.044922
	Iteration 0F: 2 clusters Score -1.128412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -11221338.000000 Penalty: 5682.089844
	Iteration 0F: 3 clusters Score -1.122134e+07 nChanged 44385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -11246780.000000 Penalty: 5682.089844
	Iteration 1F: 3 clusters Score -1.124678e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -11247658.000000 Penalty: 5682.089844
	Iteration 2Q: 3 clusters Score -1.124766e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -11248853.000000 Penalty: 5682.089844
	Iteration 3Q: 3 clusters Score -1.124885e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -11250206.000000 Penalty: 5682.089844
	Iteration 4Q: 3 clusters Score -1.125021e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -11252338.000000 Penalty: 5682.089844
	Iteration 5Q: 3 clusters Score -1.125234e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -11255142.000000 Penalty: 5682.089844
	Iteration 6F: 3 clusters Score -1.125514e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -11258821.000000 Penalty: 5682.089844
	Iteration 7F: 3 clusters Score -1.125882e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -11263180.000000 Penalty: 5682.089844
	Iteration 8F: 3 clusters Score -1.126318e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 75428 members 
Entering Unmasked Estep 
Score: -11267702.000000 Penalty: 5682.089844
	Iteration 9F: 3 clusters Score -1.12677e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -11271838.000000 Penalty: 5682.089844
	Iteration 10F: 3 clusters Score -1.127184e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -11275128.000000 Penalty: 5682.089844
	Iteration 11Q: 3 clusters Score -1.127513e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -11277315.000000 Penalty: 5682.089844
	Iteration 12Q: 3 clusters Score -1.127732e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -11278621.000000 Penalty: 5682.089844
	Iteration 13Q: 3 clusters Score -1.127862e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -11279553.000000 Penalty: 5682.089844
	Iteration 14Q: 3 clusters Score -1.127955e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 90450 members 
Entering Unmasked Estep 
Score: -11280092.000000 Penalty: 5682.089844
	Iteration 15Q: 3 clusters Score -1.128009e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -11280475.000000 Penalty: 5682.089844
	Iteration 16Q: 3 clusters Score -1.128048e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 91520 members 
Entering Unmasked Estep 
Score: -11280748.000000 Penalty: 5682.089844
	Iteration 17Q: 3 clusters Score -1.128075e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 91908 members 
Entering Unmasked Estep 
Score: -11280942.000000 Penalty: 5682.089844
	Iteration 18Q: 3 clusters Score -1.128094e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -11281051.000000 Penalty: 5682.089844
	Iteration 19Q: 3 clusters Score -1.128105e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 92458 members 
Entering Unmasked Estep 
Score: -11281121.000000 Penalty: 5682.089844
	Iteration 20F: 3 clusters Score -1.128112e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 92647 members 
Entering Unmasked Estep 
Score: -11281204.000000 Penalty: 5682.089844
	Iteration 21Q: 3 clusters Score -1.12812e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -11281257.000000 Penalty: 5682.089844
	Iteration 22Q: 3 clusters Score -1.128126e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -11281325.000000 Penalty: 5682.089844
	Iteration 23Q: 3 clusters Score -1.128132e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 93031 members 
Entering Unmasked Estep 
Score: -11281387.000000 Penalty: 5682.089844
	Iteration 24Q: 3 clusters Score -1.128139e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
Score: -11281416.000000 Penalty: 5682.089844
	Iteration 25Q: 3 clusters Score -1.128142e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -11281442.000000 Penalty: 5682.089844
	Iteration 26Q: 3 clusters Score -1.128144e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -11281489.000000 Penalty: 5682.089844
	Iteration 27Q: 3 clusters Score -1.128149e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
Score: -11281505.000000 Penalty: 5682.089844
	Iteration 28Q: 3 clusters Score -1.12815e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -11281498.000000 Penalty: 5682.089844
	Iteration 29Q: 3 clusters Score -1.12815e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 93342 members 
Entering Unmasked Estep 
Score: -11281503.000000 Penalty: 5682.089844
	Iteration 30Q: 3 clusters Score -1.12815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 93374 members 
Entering Unmasked Estep 
Score: -11281532.000000 Penalty: 5682.089844
	Iteration 31Q: 3 clusters Score -1.128153e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 93402 members 
Entering Unmasked Estep 
Score: -11281549.000000 Penalty: 5682.089844
	Iteration 32Q: 3 clusters Score -1.128155e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 93423 members 
Entering Unmasked Estep 
Score: -11281564.000000 Penalty: 5682.089844
	Iteration 33Q: 3 clusters Score -1.128156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 93440 members 
Entering Unmasked Estep 
Score: -11281574.000000 Penalty: 5682.089844
	Iteration 34Q: 3 clusters Score -1.128157e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -11281584.000000 Penalty: 5682.089844
	Iteration 35Q: 3 clusters Score -1.128158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -11281585.000000 Penalty: 5682.089844
	Iteration 36Q: 3 clusters Score -1.128158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -11281600.000000 Penalty: 5682.089844
	Iteration 37Q: 3 clusters Score -1.12816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -11281614.000000 Penalty: 5682.089844
	Iteration 38Q: 3 clusters Score -1.128161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -11281599.000000 Penalty: 5682.089844
	Iteration 39Q: 3 clusters Score -1.12816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -11281614.000000 Penalty: 5682.089844
	Iteration 40F: 3 clusters Score -1.128161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -11281614.000000 Penalty: 5682.089844
	Iteration 41Q: 3 clusters Score -1.128161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -11281618.000000 Penalty: 5682.089844
	Iteration 42Q: 3 clusters Score -1.128162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 93551 members 
Entering Unmasked Estep 
Score: -11281626.000000 Penalty: 5682.089844
	Iteration 43Q: 3 clusters Score -1.128163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 93557 members 
Entering Unmasked Estep 
Score: -11281627.000000 Penalty: 5682.089844
	Iteration 44Q: 3 clusters Score -1.128163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 93561 members 
Entering Unmasked Estep 
Score: -11281631.000000 Penalty: 5682.089844
	Iteration 45Q: 3 clusters Score -1.128163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -11281648.000000 Penalty: 5682.089844
	Iteration 46Q: 3 clusters Score -1.128165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -11281641.000000 Penalty: 5682.089844
	Iteration 47Q: 3 clusters Score -1.128164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 93576 members 
Entering Unmasked Estep 
Score: -11281633.000000 Penalty: 5682.089844
	Iteration 48Q: 3 clusters Score -1.128163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 93580 members 
Entering Unmasked Estep 
Score: -11281647.000000 Penalty: 5682.089844
	Iteration 49Q: 3 clusters Score -1.128165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -11281653.000000 Penalty: 5682.089844
	Iteration 50Q: 3 clusters Score -1.128165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 93587 members 
Entering Unmasked Estep 
Score: -11281637.000000 Penalty: 5682.089844
	Iteration 51Q: 3 clusters Score -1.128164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 93589 members 
Entering Unmasked Estep 
Score: -11281640.000000 Penalty: 5682.089844
	Iteration 52Q: 3 clusters Score -1.128164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -11281644.000000 Penalty: 5682.089844
	Iteration 53Q: 3 clusters Score -1.128164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -11281656.000000 Penalty: 5682.089844
	Iteration 54Q: 3 clusters Score -1.128166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -11281653.000000 Penalty: 5682.089844
	Iteration 55Q: 3 clusters Score -1.128165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -11281672.000000 Penalty: 5682.089844
	Iteration 56Q: 3 clusters Score -1.128167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -11281663.000000 Penalty: 5682.089844
	Iteration 57Q: 3 clusters Score -1.128166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 93620 members 
Entering Unmasked Estep 
Score: -11281667.000000 Penalty: 5682.089844
	Iteration 58Q: 3 clusters Score -1.128167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -11281670.000000 Penalty: 5682.089844
	Iteration 59Q: 3 clusters Score -1.128167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -11281665.000000 Penalty: 5682.089844
	Iteration 60F: 3 clusters Score -1.128166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -11281662.000000 Penalty: 5682.089844
	Iteration 61Q: 3 clusters Score -1.128166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -11281661.000000 Penalty: 5682.089844
	Iteration 62Q: 3 clusters Score -1.128166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 93630 members 
Entering Unmasked Estep 
Score: -11281671.000000 Penalty: 5682.089844
	Iteration 63Q: 3 clusters Score -1.128167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 93632 members 
Entering Unmasked Estep 
Score: -11281674.000000 Penalty: 5682.089844
	Iteration 64Q: 3 clusters Score -1.128167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 93632 members 
Entering Unmasked Estep 
Score: -11281671.000000 Penalty: 5682.089844
	Iteration 65Q: 3 clusters Score -1.128167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -11281666.000000 Penalty: 5682.089844
	Iteration 66Q: 3 clusters Score -1.128167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 93639 members 
Entering Unmasked Estep 
Score: -11281686.000000 Penalty: 5682.089844
	Iteration 67Q: 3 clusters Score -1.128169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 93647 members 
Entering Unmasked Estep 
Score: -11281689.000000 Penalty: 5682.089844
	Iteration 68Q: 3 clusters Score -1.128169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -11281683.000000 Penalty: 5682.089844
	Iteration 69Q: 3 clusters Score -1.128168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -11281696.000000 Penalty: 5682.089844
	Iteration 70Q: 3 clusters Score -1.12817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -11281689.000000 Penalty: 5682.089844
	Iteration 71Q: 3 clusters Score -1.128169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -11281697.000000 Penalty: 5682.089844
	Iteration 72Q: 3 clusters Score -1.12817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 93669 members 
Entering Unmasked Estep 
Score: -11281695.000000 Penalty: 5682.089844
	Iteration 73Q: 3 clusters Score -1.12817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -11281700.000000 Penalty: 5682.089844
	Iteration 74Q: 3 clusters Score -1.12817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 93673 members 
Entering Unmasked Estep 
Score: -11281701.000000 Penalty: 5682.089844
	Iteration 75Q: 3 clusters Score -1.12817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -11281697.000000 Penalty: 5682.089844
	Iteration 76Q: 3 clusters Score -1.12817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 93675 members 
Entering Unmasked Estep 
Score: -11281700.000000 Penalty: 5682.089844
	Iteration 77Q: 3 clusters Score -1.12817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 93675 members 
Entering Unmasked Estep 
Score: -11281700.000000 Penalty: 5682.089844
	Iteration 78F: 3 clusters Score -1.12817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Entering Unmasked Estep 
Score: -591641.125000 Penalty: 2129.043457
	Iteration 0F: 2 clusters Score -591641.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -586869.562500 Penalty: 4258.086914
	Iteration 0F: 3 clusters Score -586869.6 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -588172.000000 Penalty: 4258.086914
	Iteration 1F: 3 clusters Score -588172 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -588558.562500 Penalty: 4258.086914
	Iteration 2F: 3 clusters Score -588558.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -588925.125000 Penalty: 4258.086914
	Iteration 3F: 3 clusters Score -588925.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -589259.250000 Penalty: 4258.086914
	Iteration 4F: 3 clusters Score -589259.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -589535.750000 Penalty: 4258.086914
	Iteration 5F: 3 clusters Score -589535.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -589763.687500 Penalty: 4258.086914
	Iteration 6Q: 3 clusters Score -589763.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -589939.125000 Penalty: 4258.086914
	Iteration 7Q: 3 clusters Score -589939.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -590074.812500 Penalty: 4258.086914
	Iteration 8Q: 3 clusters Score -590074.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -590166.000000 Penalty: 4258.086914
	Iteration 9Q: 3 clusters Score -590166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -590223.500000 Penalty: 4258.086914
	Iteration 10Q: 3 clusters Score -590223.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -590257.562500 Penalty: 4258.086914
	Iteration 11Q: 3 clusters Score -590257.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -590272.812500 Penalty: 4258.086914
	Iteration 12Q: 3 clusters Score -590272.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -590280.812500 Penalty: 4258.086914
	Iteration 13Q: 3 clusters Score -590280.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -590286.125000 Penalty: 4258.086914
	Iteration 14Q: 3 clusters Score -590286.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -590294.375000 Penalty: 4258.086914
	Iteration 15Q: 3 clusters Score -590294.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -590304.062500 Penalty: 4258.086914
	Iteration 16Q: 3 clusters Score -590304.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -590312.937500 Penalty: 4258.086914
	Iteration 17Q: 3 clusters Score -590312.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -590322.437500 Penalty: 4258.086914
	Iteration 18Q: 3 clusters Score -590322.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -590328.500000 Penalty: 4258.086914
	Iteration 19Q: 3 clusters Score -590328.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -590336.500000 Penalty: 4258.086914
	Iteration 20F: 3 clusters Score -590336.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -590343.062500 Penalty: 4258.086914
	Iteration 21Q: 3 clusters Score -590343.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -590351.187500 Penalty: 4258.086914
	Iteration 22Q: 3 clusters Score -590351.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -590354.375000 Penalty: 4258.086914
	Iteration 23Q: 3 clusters Score -590354.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -590359.937500 Penalty: 4258.086914
	Iteration 24Q: 3 clusters Score -590359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -590361.187500 Penalty: 4258.086914
	Iteration 25Q: 3 clusters Score -590361.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -590363.250000 Penalty: 4258.086914
	Iteration 26Q: 3 clusters Score -590363.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -590366.687500 Penalty: 4258.086914
	Iteration 27Q: 3 clusters Score -590366.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -590369.000000 Penalty: 4258.086914
	Iteration 28Q: 3 clusters Score -590369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -590372.187500 Penalty: 4258.086914
	Iteration 29Q: 3 clusters Score -590372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -590373.937500 Penalty: 4258.086914
	Iteration 30Q: 3 clusters Score -590373.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -590373.937500 Penalty: 4258.086914
	Iteration 31Q: 3 clusters Score -590373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -590374.000000 Penalty: 4258.086914
	Iteration 32Q: 3 clusters Score -590374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -590374.062500 Penalty: 4258.086914
	Iteration 33Q: 3 clusters Score -590374.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -590373.687500 Penalty: 4258.086914
	Iteration 34Q: 3 clusters Score -590373.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -590373.687500 Penalty: 4258.086914
	Iteration 35F: 3 clusters Score -590373.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Entering Unmasked Estep 
Score: -620521.562500 Penalty: 2127.041992
	Iteration 0F: 2 clusters Score -620521.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -615834.125000 Penalty: 4254.083984
	Iteration 0F: 3 clusters Score -615834.1 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -616920.187500 Penalty: 4254.083984
	Iteration 1F: 3 clusters Score -616920.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -617179.062500 Penalty: 4254.083984
	Iteration 2F: 3 clusters Score -617179.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -617380.062500 Penalty: 4254.083984
	Iteration 3F: 3 clusters Score -617380.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -617542.500000 Penalty: 4254.083984
	Iteration 4Q: 3 clusters Score -617542.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -617663.125000 Penalty: 4254.083984
	Iteration 5Q: 3 clusters Score -617663.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -617736.875000 Penalty: 4254.083984
	Iteration 6Q: 3 clusters Score -617736.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -617792.062500 Penalty: 4254.083984
	Iteration 7Q: 3 clusters Score -617792.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -617835.125000 Penalty: 4254.083984
	Iteration 8Q: 3 clusters Score -617835.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -617858.437500 Penalty: 4254.083984
	Iteration 9Q: 3 clusters Score -617858.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -617881.375000 Penalty: 4254.083984
	Iteration 10Q: 3 clusters Score -617881.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -617904.750000 Penalty: 4254.083984
	Iteration 11Q: 3 clusters Score -617904.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -617925.625000 Penalty: 4254.083984
	Iteration 12Q: 3 clusters Score -617925.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -617942.312500 Penalty: 4254.083984
	Iteration 13Q: 3 clusters Score -617942.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -617959.312500 Penalty: 4254.083984
	Iteration 14Q: 3 clusters Score -617959.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -617975.187500 Penalty: 4254.083984
	Iteration 15Q: 3 clusters Score -617975.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -617992.250000 Penalty: 4254.083984
	Iteration 16Q: 3 clusters Score -617992.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -618007.062500 Penalty: 4254.083984
	Iteration 17Q: 3 clusters Score -618007.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -618014.250000 Penalty: 4254.083984
	Iteration 18Q: 3 clusters Score -618014.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -618021.125000 Penalty: 4254.083984
	Iteration 19Q: 3 clusters Score -618021.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -618023.375000 Penalty: 4254.083984
	Iteration 20F: 3 clusters Score -618023.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -618028.250000 Penalty: 4254.083984
	Iteration 21Q: 3 clusters Score -618028.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -618033.062500 Penalty: 4254.083984
	Iteration 22Q: 3 clusters Score -618033.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -618040.875000 Penalty: 4254.083984
	Iteration 23Q: 3 clusters Score -618040.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -618046.687500 Penalty: 4254.083984
	Iteration 24Q: 3 clusters Score -618046.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -618052.312500 Penalty: 4254.083984
	Iteration 25Q: 3 clusters Score -618052.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -618057.750000 Penalty: 4254.083984
	Iteration 26Q: 3 clusters Score -618057.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -618060.812500 Penalty: 4254.083984
	Iteration 27Q: 3 clusters Score -618060.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -618067.312500 Penalty: 4254.083984
	Iteration 28Q: 3 clusters Score -618067.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -618073.125000 Penalty: 4254.083984
	Iteration 29Q: 3 clusters Score -618073.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -618080.000000 Penalty: 4254.083984
	Iteration 30Q: 3 clusters Score -618080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -618088.062500 Penalty: 4254.083984
	Iteration 31Q: 3 clusters Score -618088.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -618096.562500 Penalty: 4254.083984
	Iteration 32Q: 3 clusters Score -618096.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -618100.500000 Penalty: 4254.083984
	Iteration 33Q: 3 clusters Score -618100.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -618106.437500 Penalty: 4254.083984
	Iteration 34Q: 3 clusters Score -618106.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -618111.125000 Penalty: 4254.083984
	Iteration 35Q: 3 clusters Score -618111.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -618112.562500 Penalty: 4254.083984
	Iteration 36Q: 3 clusters Score -618112.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -618116.187500 Penalty: 4254.083984
	Iteration 37Q: 3 clusters Score -618116.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -618118.125000 Penalty: 4254.083984
	Iteration 38Q: 3 clusters Score -618118.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -618125.312500 Penalty: 4254.083984
	Iteration 39Q: 3 clusters Score -618125.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -618131.625000 Penalty: 4254.083984
	Iteration 40F: 3 clusters Score -618131.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -618136.437500 Penalty: 4254.083984
	Iteration 41Q: 3 clusters Score -618136.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -618141.750000 Penalty: 4254.083984
	Iteration 42Q: 3 clusters Score -618141.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -618144.687500 Penalty: 4254.083984
	Iteration 43Q: 3 clusters Score -618144.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -618149.500000 Penalty: 4254.083984
	Iteration 44Q: 3 clusters Score -618149.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -618156.250000 Penalty: 4254.083984
	Iteration 45Q: 3 clusters Score -618156.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -618168.500000 Penalty: 4254.083984
	Iteration 46Q: 3 clusters Score -618168.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -618182.750000 Penalty: 4254.083984
	Iteration 47Q: 3 clusters Score -618182.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -618197.687500 Penalty: 4254.083984
	Iteration 48Q: 3 clusters Score -618197.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -618207.000000 Penalty: 4254.083984
	Iteration 49Q: 3 clusters Score -618207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -618219.750000 Penalty: 4254.083984
	Iteration 50Q: 3 clusters Score -618219.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -618237.125000 Penalty: 4254.083984
	Iteration 51Q: 3 clusters Score -618237.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -618262.687500 Penalty: 4254.083984
	Iteration 52Q: 3 clusters Score -618262.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -618299.812500 Penalty: 4254.083984
	Iteration 53Q: 3 clusters Score -618299.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -618346.250000 Penalty: 4254.083984
	Iteration 54Q: 3 clusters Score -618346.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -618402.312500 Penalty: 4254.083984
	Iteration 55Q: 3 clusters Score -618402.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -618455.375000 Penalty: 4254.083984
	Iteration 56Q: 3 clusters Score -618455.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -618510.125000 Penalty: 4254.083984
	Iteration 57Q: 3 clusters Score -618510.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -618573.500000 Penalty: 4254.083984
	Iteration 58Q: 3 clusters Score -618573.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -618624.812500 Penalty: 4254.083984
	Iteration 59Q: 3 clusters Score -618624.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -618665.125000 Penalty: 4254.083984
	Iteration 60F: 3 clusters Score -618665.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -618714.250000 Penalty: 4254.083984
	Iteration 61Q: 3 clusters Score -618714.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -618750.187500 Penalty: 4254.083984
	Iteration 62Q: 3 clusters Score -618750.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -618771.250000 Penalty: 4254.083984
	Iteration 63Q: 3 clusters Score -618771.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -618791.750000 Penalty: 4254.083984
	Iteration 64Q: 3 clusters Score -618791.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -618810.562500 Penalty: 4254.083984
	Iteration 65Q: 3 clusters Score -618810.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -618827.437500 Penalty: 4254.083984
	Iteration 66Q: 3 clusters Score -618827.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -618850.000000 Penalty: 4254.083984
	Iteration 67Q: 3 clusters Score -618850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -618863.875000 Penalty: 4254.083984
	Iteration 68Q: 3 clusters Score -618863.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -618878.812500 Penalty: 4254.083984
	Iteration 69Q: 3 clusters Score -618878.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -618898.187500 Penalty: 4254.083984
	Iteration 70Q: 3 clusters Score -618898.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -618923.687500 Penalty: 4254.083984
	Iteration 71Q: 3 clusters Score -618923.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -618947.625000 Penalty: 4254.083984
	Iteration 72Q: 3 clusters Score -618947.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -618965.437500 Penalty: 4254.083984
	Iteration 73Q: 3 clusters Score -618965.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -618985.687500 Penalty: 4254.083984
	Iteration 74Q: 3 clusters Score -618985.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -619014.312500 Penalty: 4254.083984
	Iteration 75Q: 3 clusters Score -619014.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -619059.937500 Penalty: 4254.083984
	Iteration 76Q: 3 clusters Score -619059.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -619104.437500 Penalty: 4254.083984
	Iteration 77Q: 3 clusters Score -619104.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -619136.625000 Penalty: 4254.083984
	Iteration 78Q: 3 clusters Score -619136.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -619164.437500 Penalty: 4254.083984
	Iteration 79Q: 3 clusters Score -619164.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -619182.062500 Penalty: 4254.083984
	Iteration 80F: 3 clusters Score -619182.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -619201.187500 Penalty: 4254.083984
	Iteration 81Q: 3 clusters Score -619201.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -619216.875000 Penalty: 4254.083984
	Iteration 82Q: 3 clusters Score -619216.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -619228.937500 Penalty: 4254.083984
	Iteration 83Q: 3 clusters Score -619228.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -619238.000000 Penalty: 4254.083984
	Iteration 84Q: 3 clusters Score -619238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -619241.875000 Penalty: 4254.083984
	Iteration 85Q: 3 clusters Score -619241.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -619245.125000 Penalty: 4254.083984
	Iteration 86Q: 3 clusters Score -619245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -619249.500000 Penalty: 4254.083984
	Iteration 87Q: 3 clusters Score -619249.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -619251.312500 Penalty: 4254.083984
	Iteration 88Q: 3 clusters Score -619251.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -619253.500000 Penalty: 4254.083984
	Iteration 89Q: 3 clusters Score -619253.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -619256.500000 Penalty: 4254.083984
	Iteration 90Q: 3 clusters Score -619256.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -619262.625000 Penalty: 4254.083984
	Iteration 91Q: 3 clusters Score -619262.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -619266.000000 Penalty: 4254.083984
	Iteration 92Q: 3 clusters Score -619266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -619268.875000 Penalty: 4254.083984
	Iteration 93Q: 3 clusters Score -619268.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -619273.562500 Penalty: 4254.083984
	Iteration 94Q: 3 clusters Score -619273.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -619274.500000 Penalty: 4254.083984
	Iteration 95Q: 3 clusters Score -619274.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -619279.875000 Penalty: 4254.083984
	Iteration 96Q: 3 clusters Score -619279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -619284.125000 Penalty: 4254.083984
	Iteration 97Q: 3 clusters Score -619284.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -619290.562500 Penalty: 4254.083984
	Iteration 98Q: 3 clusters Score -619290.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -619299.250000 Penalty: 4254.083984
	Iteration 99Q: 3 clusters Score -619299.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -619302.187500 Penalty: 4254.083984
	Iteration 100F: 3 clusters Score -619302.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -619306.062500 Penalty: 4254.083984
	Iteration 101Q: 3 clusters Score -619306.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -619311.875000 Penalty: 4254.083984
	Iteration 102Q: 3 clusters Score -619311.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -619323.500000 Penalty: 4254.083984
	Iteration 103Q: 3 clusters Score -619323.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -619331.625000 Penalty: 4254.083984
	Iteration 104Q: 3 clusters Score -619331.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -619339.562500 Penalty: 4254.083984
	Iteration 105Q: 3 clusters Score -619339.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -619345.062500 Penalty: 4254.083984
	Iteration 106Q: 3 clusters Score -619345.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -619350.812500 Penalty: 4254.083984
	Iteration 107Q: 3 clusters Score -619350.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -619356.562500 Penalty: 4254.083984
	Iteration 108Q: 3 clusters Score -619356.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -619367.000000 Penalty: 4254.083984
	Iteration 109Q: 3 clusters Score -619367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -619378.250000 Penalty: 4254.083984
	Iteration 110Q: 3 clusters Score -619378.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -619389.937500 Penalty: 4254.083984
	Iteration 111Q: 3 clusters Score -619389.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -619393.187500 Penalty: 4254.083984
	Iteration 112Q: 3 clusters Score -619393.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -619396.500000 Penalty: 4254.083984
	Iteration 113Q: 3 clusters Score -619396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -619400.500000 Penalty: 4254.083984
	Iteration 114Q: 3 clusters Score -619400.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -619405.437500 Penalty: 4254.083984
	Iteration 115Q: 3 clusters Score -619405.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -619407.750000 Penalty: 4254.083984
	Iteration 116Q: 3 clusters Score -619407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -619407.125000 Penalty: 4254.083984
	Iteration 117Q: 3 clusters Score -619407.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -619407.125000 Penalty: 4254.083984
	Iteration 118F: 3 clusters Score -619407.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (199071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199071 members 
Entering Unmasked Estep 
Score: -23732596.000000 Penalty: 3025.951416
	Iteration 0F: 2 clusters Score -2.37326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -23616320.000000 Penalty: 6051.902832
	Iteration 0F: 3 clusters Score -2.361632e+07 nChanged 95599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102107 members 
Mstep: Class 2 contains 96964 members 
Entering Unmasked Estep 
Score: -23673682.000000 Penalty: 6051.902832
	Iteration 1F: 3 clusters Score -2.367368e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104030 members 
Mstep: Class 2 contains 95041 members 
Entering Unmasked Estep 
Score: -23675650.000000 Penalty: 6051.902832
	Iteration 2Q: 3 clusters Score -2.367565e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107179 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -23678204.000000 Penalty: 6051.902832
	Iteration 3Q: 3 clusters Score -2.36782e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111882 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -23681580.000000 Penalty: 6051.902832
	Iteration 4Q: 3 clusters Score -2.368158e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118603 members 
Mstep: Class 2 contains 80468 members 
Entering Unmasked Estep 
Score: -23686766.000000 Penalty: 6051.902832
	Iteration 5F: 3 clusters Score -2.368677e+07 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127176 members 
Mstep: Class 2 contains 71895 members 
Entering Unmasked Estep 
Score: -23693624.000000 Penalty: 6051.902832
	Iteration 6F: 3 clusters Score -2.369362e+07 nChanged 13274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137668 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -23701964.000000 Penalty: 6051.902832
	Iteration 7F: 3 clusters Score -2.370196e+07 nChanged 13616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149536 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -23710712.000000 Penalty: 6051.902832
	Iteration 8F: 3 clusters Score -2.371071e+07 nChanged 13034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161648 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -23717954.000000 Penalty: 6051.902832
	Iteration 9F: 3 clusters Score -2.371795e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172474 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -23723300.000000 Penalty: 6051.902832
	Iteration 10F: 3 clusters Score -2.37233e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180861 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -23726064.000000 Penalty: 6051.902832
	Iteration 11Q: 3 clusters Score -2.372606e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186664 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -23727624.000000 Penalty: 6051.902832
	Iteration 12Q: 3 clusters Score -2.372762e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190315 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -23728886.000000 Penalty: 6051.902832
	Iteration 13Q: 3 clusters Score -2.372889e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192587 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -23729842.000000 Penalty: 6051.902832
	Iteration 14Q: 3 clusters Score -2.372984e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193923 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -23730248.000000 Penalty: 6051.902832
	Iteration 15Q: 3 clusters Score -2.373025e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194674 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -23730652.000000 Penalty: 6051.902832
	Iteration 16Q: 3 clusters Score -2.373065e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195120 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -23730868.000000 Penalty: 6051.902832
	Iteration 17Q: 3 clusters Score -2.373087e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195346 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -23731044.000000 Penalty: 6051.902832
	Iteration 18Q: 3 clusters Score -2.373104e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195453 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -23731238.000000 Penalty: 6051.902832
	Iteration 19Q: 3 clusters Score -2.373124e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195529 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -23731450.000000 Penalty: 6051.902832
	Iteration 20F: 3 clusters Score -2.373145e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195548 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -23731592.000000 Penalty: 6051.902832
	Iteration 21Q: 3 clusters Score -2.373159e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195553 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -23731702.000000 Penalty: 6051.902832
	Iteration 22Q: 3 clusters Score -2.37317e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195546 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -23731740.000000 Penalty: 6051.902832
	Iteration 23Q: 3 clusters Score -2.373174e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195524 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -23731850.000000 Penalty: 6051.902832
	Iteration 24Q: 3 clusters Score -2.373185e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195495 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -23731880.000000 Penalty: 6051.902832
	Iteration 25Q: 3 clusters Score -2.373188e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195484 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -23731934.000000 Penalty: 6051.902832
	Iteration 26Q: 3 clusters Score -2.373193e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195464 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -23731948.000000 Penalty: 6051.902832
	Iteration 27Q: 3 clusters Score -2.373195e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195446 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -23732006.000000 Penalty: 6051.902832
	Iteration 28Q: 3 clusters Score -2.373201e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195428 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -23732024.000000 Penalty: 6051.902832
	Iteration 29Q: 3 clusters Score -2.373202e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195411 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -23732068.000000 Penalty: 6051.902832
	Iteration 30Q: 3 clusters Score -2.373207e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195400 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -23732062.000000 Penalty: 6051.902832
	Iteration 31Q: 3 clusters Score -2.373206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195389 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -23732068.000000 Penalty: 6051.902832
	Iteration 32Q: 3 clusters Score -2.373207e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195373 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -23732080.000000 Penalty: 6051.902832
	Iteration 33Q: 3 clusters Score -2.373208e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195363 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -23732082.000000 Penalty: 6051.902832
	Iteration 34Q: 3 clusters Score -2.373208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195350 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -23732064.000000 Penalty: 6051.902832
	Iteration 35Q: 3 clusters Score -2.373206e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195342 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -23732058.000000 Penalty: 6051.902832
	Iteration 36Q: 3 clusters Score -2.373206e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195335 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -23732036.000000 Penalty: 6051.902832
	Iteration 37Q: 3 clusters Score -2.373204e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195322 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -23732044.000000 Penalty: 6051.902832
	Iteration 38Q: 3 clusters Score -2.373204e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195323 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -23732078.000000 Penalty: 6051.902832
	Iteration 39Q: 3 clusters Score -2.373208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195325 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -23732088.000000 Penalty: 6051.902832
	Iteration 40F: 3 clusters Score -2.373209e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195326 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -23732080.000000 Penalty: 6051.902832
	Iteration 41Q: 3 clusters Score -2.373208e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195324 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -23732098.000000 Penalty: 6051.902832
	Iteration 42Q: 3 clusters Score -2.37321e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195325 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -23732102.000000 Penalty: 6051.902832
	Iteration 43Q: 3 clusters Score -2.37321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195325 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -23732102.000000 Penalty: 6051.902832
	Iteration 44Q: 3 clusters Score -2.37321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195324 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -23732112.000000 Penalty: 6051.902832
	Iteration 45Q: 3 clusters Score -2.373211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195324 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -23732110.000000 Penalty: 6051.902832
	Iteration 46Q: 3 clusters Score -2.373211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195327 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -23732120.000000 Penalty: 6051.902832
	Iteration 47Q: 3 clusters Score -2.373212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195332 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -23732118.000000 Penalty: 6051.902832
	Iteration 48Q: 3 clusters Score -2.373212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195334 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -23732112.000000 Penalty: 6051.902832
	Iteration 49Q: 3 clusters Score -2.373211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195335 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -23732106.000000 Penalty: 6051.902832
	Iteration 50Q: 3 clusters Score -2.373211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195334 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -23732106.000000 Penalty: 6051.902832
	Iteration 51Q: 3 clusters Score -2.373211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195334 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -23732106.000000 Penalty: 6051.902832
	Iteration 52F: 3 clusters Score -2.373211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Entering Unmasked Estep 
Score: -311538.781250 Penalty: 1965.618408
	Iteration 0F: 2 clusters Score -311538.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -308396.437500 Penalty: 3931.236816
	Iteration 0F: 3 clusters Score -308396.4 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -308997.343750 Penalty: 3931.236816
	Iteration 1F: 3 clusters Score -308997.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -309160.750000 Penalty: 3931.236816
	Iteration 2F: 3 clusters Score -309160.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -309238.406250 Penalty: 3931.236816
	Iteration 3Q: 3 clusters Score -309238.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -309283.625000 Penalty: 3931.236816
	Iteration 4Q: 3 clusters Score -309283.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -309317.250000 Penalty: 3931.236816
	Iteration 5Q: 3 clusters Score -309317.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -309343.125000 Penalty: 3931.236816
	Iteration 6Q: 3 clusters Score -309343.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -309368.375000 Penalty: 3931.236816
	Iteration 7Q: 3 clusters Score -309368.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -309389.625000 Penalty: 3931.236816
	Iteration 8Q: 3 clusters Score -309389.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -309410.062500 Penalty: 3931.236816
	Iteration 9Q: 3 clusters Score -309410.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -309426.625000 Penalty: 3931.236816
	Iteration 10Q: 3 clusters Score -309426.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -309440.968750 Penalty: 3931.236816
	Iteration 11Q: 3 clusters Score -309441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -309455.031250 Penalty: 3931.236816
	Iteration 12Q: 3 clusters Score -309455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -309463.781250 Penalty: 3931.236816
	Iteration 13Q: 3 clusters Score -309463.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -309471.343750 Penalty: 3931.236816
	Iteration 14Q: 3 clusters Score -309471.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -309474.062500 Penalty: 3931.236816
	Iteration 15Q: 3 clusters Score -309474.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -309475.531250 Penalty: 3931.236816
	Iteration 16Q: 3 clusters Score -309475.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -309475.531250 Penalty: 3931.236816
	Iteration 17F: 3 clusters Score -309475.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Entering Unmasked Estep 
Score: -1158856.875000 Penalty: 2285.672607
	Iteration 0F: 2 clusters Score -1158857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1151102.625000 Penalty: 4571.345215
	Iteration 0F: 3 clusters Score -1151103 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1153357.875000 Penalty: 4571.345215
	Iteration 1F: 3 clusters Score -1153358 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1153749.875000 Penalty: 4571.345215
	Iteration 2F: 3 clusters Score -1153750 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1154077.375000 Penalty: 4571.345215
	Iteration 3F: 3 clusters Score -1154077 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1154400.375000 Penalty: 4571.345215
	Iteration 4F: 3 clusters Score -1154400 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1154735.750000 Penalty: 4571.345215
	Iteration 5F: 3 clusters Score -1154736 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1155105.125000 Penalty: 4571.345215
	Iteration 6F: 3 clusters Score -1155105 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1155479.750000 Penalty: 4571.345215
	Iteration 7F: 3 clusters Score -1155480 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1155805.000000 Penalty: 4571.345215
	Iteration 8Q: 3 clusters Score -1155805 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1156116.875000 Penalty: 4571.345215
	Iteration 9Q: 3 clusters Score -1156117 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1156384.375000 Penalty: 4571.345215
	Iteration 10Q: 3 clusters Score -1156384 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1156669.875000 Penalty: 4571.345215
	Iteration 11Q: 3 clusters Score -1156670 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1156904.750000 Penalty: 4571.345215
	Iteration 12Q: 3 clusters Score -1156905 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1157099.625000 Penalty: 4571.345215
	Iteration 13Q: 3 clusters Score -1157100 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1157231.875000 Penalty: 4571.345215
	Iteration 14Q: 3 clusters Score -1157232 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1157310.000000 Penalty: 4571.345215
	Iteration 15Q: 3 clusters Score -1157310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1157345.375000 Penalty: 4571.345215
	Iteration 16Q: 3 clusters Score -1157345 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1157378.625000 Penalty: 4571.345215
	Iteration 17Q: 3 clusters Score -1157379 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1157403.375000 Penalty: 4571.345215
	Iteration 18Q: 3 clusters Score -1157403 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1157420.000000 Penalty: 4571.345215
	Iteration 19Q: 3 clusters Score -1157420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1157433.375000 Penalty: 4571.345215
	Iteration 20F: 3 clusters Score -1157433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1157446.375000 Penalty: 4571.345215
	Iteration 21Q: 3 clusters Score -1157446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1157459.000000 Penalty: 4571.345215
	Iteration 22Q: 3 clusters Score -1157459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1157477.125000 Penalty: 4571.345215
	Iteration 23Q: 3 clusters Score -1157477 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1157490.250000 Penalty: 4571.345215
	Iteration 24Q: 3 clusters Score -1157490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1157501.000000 Penalty: 4571.345215
	Iteration 25Q: 3 clusters Score -1157501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1157503.750000 Penalty: 4571.345215
	Iteration 26Q: 3 clusters Score -1157504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1157512.000000 Penalty: 4571.345215
	Iteration 27Q: 3 clusters Score -1157512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1157518.500000 Penalty: 4571.345215
	Iteration 28Q: 3 clusters Score -1157518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1157527.125000 Penalty: 4571.345215
	Iteration 29Q: 3 clusters Score -1157527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1157531.750000 Penalty: 4571.345215
	Iteration 30Q: 3 clusters Score -1157532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1157536.125000 Penalty: 4571.345215
	Iteration 31Q: 3 clusters Score -1157536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1157536.500000 Penalty: 4571.345215
	Iteration 32Q: 3 clusters Score -1157536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1157538.000000 Penalty: 4571.345215
	Iteration 33Q: 3 clusters Score -1157538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1157542.125000 Penalty: 4571.345215
	Iteration 34Q: 3 clusters Score -1157542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1157543.750000 Penalty: 4571.345215
	Iteration 35Q: 3 clusters Score -1157544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1157547.750000 Penalty: 4571.345215
	Iteration 36Q: 3 clusters Score -1157548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1157549.500000 Penalty: 4571.345215
	Iteration 37Q: 3 clusters Score -1157550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1157553.125000 Penalty: 4571.345215
	Iteration 38Q: 3 clusters Score -1157553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1157553.750000 Penalty: 4571.345215
	Iteration 39Q: 3 clusters Score -1157554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1157555.750000 Penalty: 4571.345215
	Iteration 40F: 3 clusters Score -1157556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1157555.000000 Penalty: 4571.345215
	Iteration 41Q: 3 clusters Score -1157555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1157555.000000 Penalty: 4571.345215
	Iteration 42F: 3 clusters Score -1157555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Entering Unmasked Estep 
Score: -565594.375000 Penalty: 2120.603760
	Iteration 0F: 2 clusters Score -565594.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -560993.250000 Penalty: 4241.207520
	Iteration 0F: 3 clusters Score -560993.2 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -562252.625000 Penalty: 4241.207520
	Iteration 1F: 3 clusters Score -562252.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -562650.500000 Penalty: 4241.207520
	Iteration 2F: 3 clusters Score -562650.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -562957.687500 Penalty: 4241.207520
	Iteration 3F: 3 clusters Score -562957.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -563201.437500 Penalty: 4241.207520
	Iteration 4F: 3 clusters Score -563201.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -563414.375000 Penalty: 4241.207520
	Iteration 5F: 3 clusters Score -563414.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -563627.125000 Penalty: 4241.207520
	Iteration 6F: 3 clusters Score -563627.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -563816.187500 Penalty: 4241.207520
	Iteration 7Q: 3 clusters Score -563816.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -563973.500000 Penalty: 4241.207520
	Iteration 8Q: 3 clusters Score -563973.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -564105.625000 Penalty: 4241.207520
	Iteration 9Q: 3 clusters Score -564105.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -564226.062500 Penalty: 4241.207520
	Iteration 10Q: 3 clusters Score -564226.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -564332.875000 Penalty: 4241.207520
	Iteration 11Q: 3 clusters Score -564332.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -564404.812500 Penalty: 4241.207520
	Iteration 12Q: 3 clusters Score -564404.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -564466.750000 Penalty: 4241.207520
	Iteration 13Q: 3 clusters Score -564466.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -564503.937500 Penalty: 4241.207520
	Iteration 14Q: 3 clusters Score -564503.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -564535.187500 Penalty: 4241.207520
	Iteration 15Q: 3 clusters Score -564535.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -564561.187500 Penalty: 4241.207520
	Iteration 16Q: 3 clusters Score -564561.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -564581.750000 Penalty: 4241.207520
	Iteration 17Q: 3 clusters Score -564581.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -564603.187500 Penalty: 4241.207520
	Iteration 18Q: 3 clusters Score -564603.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -564618.375000 Penalty: 4241.207520
	Iteration 19Q: 3 clusters Score -564618.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -564634.937500 Penalty: 4241.207520
	Iteration 20F: 3 clusters Score -564634.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -564646.937500 Penalty: 4241.207520
	Iteration 21Q: 3 clusters Score -564646.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -564653.750000 Penalty: 4241.207520
	Iteration 22Q: 3 clusters Score -564653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -564656.062500 Penalty: 4241.207520
	Iteration 23Q: 3 clusters Score -564656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -564658.000000 Penalty: 4241.207520
	Iteration 24Q: 3 clusters Score -564658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -564658.562500 Penalty: 4241.207520
	Iteration 25Q: 3 clusters Score -564658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -564660.875000 Penalty: 4241.207520
	Iteration 26Q: 3 clusters Score -564660.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -564663.125000 Penalty: 4241.207520
	Iteration 27Q: 3 clusters Score -564663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -564664.062500 Penalty: 4241.207520
	Iteration 28Q: 3 clusters Score -564664.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -564666.625000 Penalty: 4241.207520
	Iteration 29Q: 3 clusters Score -564666.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -564670.437500 Penalty: 4241.207520
	Iteration 30Q: 3 clusters Score -564670.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -564671.125000 Penalty: 4241.207520
	Iteration 31Q: 3 clusters Score -564671.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -564671.375000 Penalty: 4241.207520
	Iteration 32Q: 3 clusters Score -564671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -564672.250000 Penalty: 4241.207520
	Iteration 33Q: 3 clusters Score -564672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -564672.375000 Penalty: 4241.207520
	Iteration 34Q: 3 clusters Score -564672.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -564672.375000 Penalty: 4241.207520
	Iteration 35F: 3 clusters Score -564672.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 217210 members 
Mstep: Class 2 contains 69563 members 
Mstep: Class 3 contains 8614 members 
Mstep: Class 4 contains 257237 members 
Mstep: Class 5 contains 42812 members 
Mstep: Class 6 contains 20713 members 
Mstep: Class 7 contains 35222 members 
Mstep: Class 8 contains 9089 members 
Mstep: Class 9 contains 20794 members 
Mstep: Class 10 contains 35096 members 
Mstep: Class 11 contains 45540 members 
Mstep: Class 12 contains 10593 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 14 contains 73033 members 
Mstep: Class 15 contains 170764 members 
Mstep: Class 16 contains 94450 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 199071 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 10061 members 
Mstep: Class 22 contains 5171 members 
Entering Unmasked Estep 
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Score: -155997040.000000 Penalty: 80498.257812
Iteration 79Q: 24 clusters Score -1.55997e+08 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216847 members 
Mstep: Class 2 contains 69397 members 
Mstep: Class 3 contains 8650 members 
Mstep: Class 4 contains 257021 members 
Mstep: Class 5 contains 42752 members 
Mstep: Class 6 contains 20698 members 
Mstep: Class 7 contains 35016 members 
Mstep: Class 8 contains 9239 members 
Mstep: Class 9 contains 20746 members 
Mstep: Class 10 contains 35167 members 
Mstep: Class 11 contains 45401 members 
Mstep: Class 12 contains 10594 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 171498 members 
Mstep: Class 16 contains 94475 members 
Mstep: Class 17 contains 5341 members 
Mstep: Class 18 contains 5310 members 
Mstep: Class 19 contains 199332 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 10060 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 6685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155997360.000000 Penalty: 80498.257812
Iteration 80F: 24 clusters Score -1.559974e+08 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216744 members 
Mstep: Class 2 contains 69262 members 
Mstep: Class 3 contains 8682 members 
Mstep: Class 4 contains 256851 members 
Mstep: Class 5 contains 42730 members 
Mstep: Class 6 contains 20692 members 
Mstep: Class 7 contains 34925 members 
Mstep: Class 8 contains 9436 members 
Mstep: Class 9 contains 20723 members 
Mstep: Class 10 contains 35291 members 
Mstep: Class 11 contains 45254 members 
Mstep: Class 12 contains 10595 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 14 contains 72976 members 
Mstep: Class 15 contains 171388 members 
Mstep: Class 16 contains 94500 members 
Mstep: Class 17 contains 5342 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 199575 members 
Mstep: Class 20 contains 2771 members 
Mstep: Class 21 contains 10053 members 
Mstep: Class 22 contains 5167 members 
Mstep: Class 23 contains 6887 members 
Entering Unmasked Estep 
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Iteration 81Q: 24 clusters Score -1.559985e+08 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216792 members 
Mstep: Class 2 contains 69145 members 
Mstep: Class 3 contains 8707 members 
Mstep: Class 4 contains 256667 members 
Mstep: Class 5 contains 42730 members 
Mstep: Class 6 contains 20682 members 
Mstep: Class 7 contains 34877 members 
Mstep: Class 8 contains 9630 members 
Mstep: Class 9 contains 20716 members 
Mstep: Class 10 contains 35437 members 
Mstep: Class 11 contains 45111 members 
Mstep: Class 12 contains 10596 members 
Mstep: Class 13 contains 778 members 
Mstep: Class 14 contains 72960 members 
Mstep: Class 15 contains 171105 members 
Mstep: Class 16 contains 94493 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 199765 members 
Mstep: Class 20 contains 2778 members 
Mstep: Class 21 contains 10044 members 
Mstep: Class 22 contains 5167 members 
Mstep: Class 23 contains 7113 members 
Entering Unmasked Estep 
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Iteration 82Q: 24 clusters Score -1.559995e+08 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216886 members 
Mstep: Class 2 contains 68982 members 
Mstep: Class 3 contains 8711 members 
Mstep: Class 4 contains 256525 members 
Mstep: Class 5 contains 42738 members 
Mstep: Class 6 contains 20679 members 
Mstep: Class 7 contains 34822 members 
Mstep: Class 8 contains 9831 members 
Mstep: Class 9 contains 20716 members 
Mstep: Class 10 contains 35587 members 
Mstep: Class 11 contains 44982 members 
Mstep: Class 12 contains 10597 members 
Mstep: Class 13 contains 777 members 
Mstep: Class 14 contains 72951 members 
Mstep: Class 15 contains 170788 members 
Mstep: Class 16 contains 94488 members 
Mstep: Class 17 contains 5336 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 199920 members 
Mstep: Class 20 contains 2785 members 
Mstep: Class 21 contains 10033 members 
Mstep: Class 22 contains 5168 members 
Mstep: Class 23 contains 7338 members 
Entering Unmasked Estep 
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Iteration 83Q: 24 clusters Score -1.559996e+08 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216922 members 
Mstep: Class 2 contains 68815 members 
Mstep: Class 3 contains 8725 members 
Mstep: Class 4 contains 256401 members 
Mstep: Class 5 contains 42753 members 
Mstep: Class 6 contains 20673 members 
Mstep: Class 7 contains 34785 members 
Mstep: Class 8 contains 10008 members 
Mstep: Class 9 contains 20710 members 
Mstep: Class 10 contains 35758 members 
Mstep: Class 11 contains 44896 members 
Mstep: Class 12 contains 10601 members 
Mstep: Class 13 contains 777 members 
Mstep: Class 14 contains 72932 members 
Mstep: Class 15 contains 170516 members 
Mstep: Class 16 contains 94476 members 
Mstep: Class 17 contains 5336 members 
Mstep: Class 18 contains 5282 members 
Mstep: Class 19 contains 200039 members 
Mstep: Class 20 contains 2783 members 
Mstep: Class 21 contains 10026 members 
Mstep: Class 22 contains 5166 members 
Mstep: Class 23 contains 7547 members 
Entering Unmasked Estep 
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Score: -156000160.000000 Penalty: 80498.257812
Iteration 84Q: 24 clusters Score -1.560002e+08 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217001 members 
Mstep: Class 2 contains 68653 members 
Mstep: Class 3 contains 8735 members 
Mstep: Class 4 contains 256278 members 
Mstep: Class 5 contains 42790 members 
Mstep: Class 6 contains 20667 members 
Mstep: Class 7 contains 34746 members 
Mstep: Class 8 contains 10172 members 
Mstep: Class 9 contains 20711 members 
Mstep: Class 10 contains 35931 members 
Mstep: Class 11 contains 44830 members 
Mstep: Class 12 contains 10602 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 72914 members 
Mstep: Class 15 contains 170233 members 
Mstep: Class 16 contains 94450 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 18 contains 5285 members 
Mstep: Class 19 contains 200102 members 
Mstep: Class 20 contains 2777 members 
Mstep: Class 21 contains 10012 members 
Mstep: Class 22 contains 5170 members 
Mstep: Class 23 contains 7759 members 
Entering Unmasked Estep 
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Iteration 85Q: 24 clusters Score -1.560002e+08 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217019 members 
Mstep: Class 2 contains 68513 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 256154 members 
Mstep: Class 5 contains 42808 members 
Mstep: Class 6 contains 20663 members 
Mstep: Class 7 contains 34705 members 
Mstep: Class 8 contains 10346 members 
Mstep: Class 9 contains 20715 members 
Mstep: Class 10 contains 36070 members 
Mstep: Class 11 contains 44772 members 
Mstep: Class 12 contains 10602 members 
Mstep: Class 13 contains 771 members 
Mstep: Class 14 contains 72914 members 
Mstep: Class 15 contains 170012 members 
Mstep: Class 16 contains 94443 members 
Mstep: Class 17 contains 5331 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 200194 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 9996 members 
Mstep: Class 22 contains 5173 members 
Mstep: Class 23 contains 7928 members 
Entering Unmasked Estep 
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Iteration 86Q: 24 clusters Score -1.560005e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217054 members 
Mstep: Class 2 contains 68389 members 
Mstep: Class 3 contains 8751 members 
Mstep: Class 4 contains 256069 members 
Mstep: Class 5 contains 42830 members 
Mstep: Class 6 contains 20662 members 
Mstep: Class 7 contains 34654 members 
Mstep: Class 8 contains 10523 members 
Mstep: Class 9 contains 20717 members 
Mstep: Class 10 contains 36178 members 
Mstep: Class 11 contains 44720 members 
Mstep: Class 12 contains 10602 members 
Mstep: Class 13 contains 767 members 
Mstep: Class 14 contains 72927 members 
Mstep: Class 15 contains 169817 members 
Mstep: Class 16 contains 94434 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 18 contains 5280 members 
Mstep: Class 19 contains 200234 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 9987 members 
Mstep: Class 22 contains 5174 members 
Mstep: Class 23 contains 8061 members 
Entering Unmasked Estep 
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Iteration 87Q: 24 clusters Score -1.560002e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217191 members 
Mstep: Class 2 contains 68240 members 
Mstep: Class 3 contains 8771 members 
Mstep: Class 4 contains 256004 members 
Mstep: Class 5 contains 42860 members 
Mstep: Class 6 contains 20656 members 
Mstep: Class 7 contains 34612 members 
Mstep: Class 8 contains 10710 members 
Mstep: Class 9 contains 20708 members 
Mstep: Class 10 contains 36242 members 
Mstep: Class 11 contains 44669 members 
Mstep: Class 12 contains 10603 members 
Mstep: Class 13 contains 767 members 
Mstep: Class 14 contains 72927 members 
Mstep: Class 15 contains 169613 members 
Mstep: Class 16 contains 94417 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 200242 members 
Mstep: Class 20 contains 2763 members 
Mstep: Class 21 contains 9979 members 
Mstep: Class 22 contains 5173 members 
Mstep: Class 23 contains 8176 members 
Entering Unmasked Estep 
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Iteration 88Q: 24 clusters Score -1.560006e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217340 members 
Mstep: Class 2 contains 68106 members 
Mstep: Class 3 contains 8780 members 
Mstep: Class 4 contains 255954 members 
Mstep: Class 5 contains 42893 members 
Mstep: Class 6 contains 20655 members 
Mstep: Class 7 contains 34567 members 
Mstep: Class 8 contains 10876 members 
Mstep: Class 9 contains 20695 members 
Mstep: Class 10 contains 36290 members 
Mstep: Class 11 contains 44617 members 
Mstep: Class 12 contains 10603 members 
Mstep: Class 13 contains 766 members 
Mstep: Class 14 contains 72926 members 
Mstep: Class 15 contains 169424 members 
Mstep: Class 16 contains 94399 members 
Mstep: Class 17 contains 5322 members 
Mstep: Class 18 contains 5277 members 
Mstep: Class 19 contains 200252 members 
Mstep: Class 20 contains 2760 members 
Mstep: Class 21 contains 9978 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8275 members 
Entering Unmasked Estep 
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Iteration 89Q: 24 clusters Score -1.560003e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217437 members 
Mstep: Class 2 contains 67983 members 
Mstep: Class 3 contains 8786 members 
Mstep: Class 4 contains 255910 members 
Mstep: Class 5 contains 42923 members 
Mstep: Class 6 contains 20653 members 
Mstep: Class 7 contains 34512 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 20693 members 
Mstep: Class 10 contains 36306 members 
Mstep: Class 11 contains 44582 members 
Mstep: Class 12 contains 10604 members 
Mstep: Class 13 contains 766 members 
Mstep: Class 14 contains 72937 members 
Mstep: Class 15 contains 169284 members 
Mstep: Class 16 contains 94389 members 
Mstep: Class 17 contains 5316 members 
Mstep: Class 18 contains 5282 members 
Mstep: Class 19 contains 200294 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 9981 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8363 members 
Entering Unmasked Estep 
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Iteration 90Q: 24 clusters Score -1.560008e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217516 members 
Mstep: Class 2 contains 67867 members 
Mstep: Class 3 contains 8793 members 
Mstep: Class 4 contains 255856 members 
Mstep: Class 5 contains 42951 members 
Mstep: Class 6 contains 20652 members 
Mstep: Class 7 contains 34471 members 
Mstep: Class 8 contains 11128 members 
Mstep: Class 9 contains 20684 members 
Mstep: Class 10 contains 36332 members 
Mstep: Class 11 contains 44540 members 
Mstep: Class 12 contains 10605 members 
Mstep: Class 13 contains 766 members 
Mstep: Class 14 contains 72945 members 
Mstep: Class 15 contains 169178 members 
Mstep: Class 16 contains 94383 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 5287 members 
Mstep: Class 19 contains 200334 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 9986 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8421 members 
Entering Unmasked Estep 
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Iteration 91Q: 24 clusters Score -1.560008e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217595 members 
Mstep: Class 2 contains 67738 members 
Mstep: Class 3 contains 8797 members 
Mstep: Class 4 contains 255843 members 
Mstep: Class 5 contains 42979 members 
Mstep: Class 6 contains 20652 members 
Mstep: Class 7 contains 34429 members 
Mstep: Class 8 contains 11241 members 
Mstep: Class 9 contains 20672 members 
Mstep: Class 10 contains 36367 members 
Mstep: Class 11 contains 44476 members 
Mstep: Class 12 contains 10605 members 
Mstep: Class 13 contains 766 members 
Mstep: Class 14 contains 72950 members 
Mstep: Class 15 contains 169081 members 
Mstep: Class 16 contains 94385 members 
Mstep: Class 17 contains 5303 members 
Mstep: Class 18 contains 5290 members 
Mstep: Class 19 contains 200387 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 9984 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8466 members 
Entering Unmasked Estep 
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Iteration 92Q: 24 clusters Score -1.560009e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217690 members 
Mstep: Class 2 contains 67612 members 
Mstep: Class 3 contains 8812 members 
Mstep: Class 4 contains 255843 members 
Mstep: Class 5 contains 42998 members 
Mstep: Class 6 contains 20651 members 
Mstep: Class 7 contains 34372 members 
Mstep: Class 8 contains 11360 members 
Mstep: Class 9 contains 20665 members 
Mstep: Class 10 contains 36409 members 
Mstep: Class 11 contains 44416 members 
Mstep: Class 12 contains 10605 members 
Mstep: Class 13 contains 766 members 
Mstep: Class 14 contains 72952 members 
Mstep: Class 15 contains 168957 members 
Mstep: Class 16 contains 94374 members 
Mstep: Class 17 contains 5301 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 200428 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 9985 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8513 members 
Entering Unmasked Estep 
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Iteration 93Q: 24 clusters Score -1.560012e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217772 members 
Mstep: Class 2 contains 67508 members 
Mstep: Class 3 contains 8825 members 
Mstep: Class 4 contains 255827 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 20650 members 
Mstep: Class 7 contains 34331 members 
Mstep: Class 8 contains 11467 members 
Mstep: Class 9 contains 20656 members 
Mstep: Class 10 contains 36441 members 
Mstep: Class 11 contains 44373 members 
Mstep: Class 12 contains 10606 members 
Mstep: Class 13 contains 766 members 
Mstep: Class 14 contains 72962 members 
Mstep: Class 15 contains 168871 members 
Mstep: Class 16 contains 94355 members 
Mstep: Class 17 contains 5302 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 200433 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 9982 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8556 members 
Entering Unmasked Estep 
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Iteration 94Q: 24 clusters Score -1.560013e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217850 members 
Mstep: Class 2 contains 67410 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 255799 members 
Mstep: Class 5 contains 43035 members 
Mstep: Class 6 contains 20650 members 
Mstep: Class 7 contains 34292 members 
Mstep: Class 8 contains 11570 members 
Mstep: Class 9 contains 20646 members 
Mstep: Class 10 contains 36448 members 
Mstep: Class 11 contains 44344 members 
Mstep: Class 12 contains 10607 members 
Mstep: Class 13 contains 766 members 
Mstep: Class 14 contains 72963 members 
Mstep: Class 15 contains 168792 members 
Mstep: Class 16 contains 94349 members 
Mstep: Class 17 contains 5303 members 
Mstep: Class 18 contains 5316 members 
Mstep: Class 19 contains 200453 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 9983 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8598 members 
Entering Unmasked Estep 
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Iteration 95Q: 24 clusters Score -1.560014e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217886 members 
Mstep: Class 2 contains 67304 members 
Mstep: Class 3 contains 8836 members 
Mstep: Class 4 contains 255777 members 
Mstep: Class 5 contains 43052 members 
Mstep: Class 6 contains 20650 members 
Mstep: Class 7 contains 34264 members 
Mstep: Class 8 contains 11658 members 
Mstep: Class 9 contains 20644 members 
Mstep: Class 10 contains 36462 members 
Mstep: Class 11 contains 44328 members 
Mstep: Class 12 contains 10608 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 72973 members 
Mstep: Class 15 contains 168752 members 
Mstep: Class 16 contains 94340 members 
Mstep: Class 17 contains 5306 members 
Mstep: Class 18 contains 5324 members 
Mstep: Class 19 contains 200459 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 9983 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8634 members 
Entering Unmasked Estep 
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Iteration 96Q: 24 clusters Score -1.560019e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217957 members 
Mstep: Class 2 contains 67216 members 
Mstep: Class 3 contains 8839 members 
Mstep: Class 4 contains 255760 members 
Mstep: Class 5 contains 43073 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 34239 members 
Mstep: Class 8 contains 11736 members 
Mstep: Class 9 contains 20643 members 
Mstep: Class 10 contains 36468 members 
Mstep: Class 11 contains 44305 members 
Mstep: Class 12 contains 10608 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 72971 members 
Mstep: Class 15 contains 168704 members 
Mstep: Class 16 contains 94335 members 
Mstep: Class 17 contains 5306 members 
Mstep: Class 18 contains 5324 members 
Mstep: Class 19 contains 200455 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 9987 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8664 members 
Entering Unmasked Estep 
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Iteration 97Q: 24 clusters Score -1.560019e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217993 members 
Mstep: Class 2 contains 67148 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 255755 members 
Mstep: Class 5 contains 43091 members 
Mstep: Class 6 contains 20648 members 
Mstep: Class 7 contains 34205 members 
Mstep: Class 8 contains 11819 members 
Mstep: Class 9 contains 20646 members 
Mstep: Class 10 contains 36479 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 10608 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 72967 members 
Mstep: Class 15 contains 168664 members 
Mstep: Class 16 contains 94337 members 
Mstep: Class 17 contains 5304 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 200446 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 9991 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8697 members 
Entering Unmasked Estep 
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Iteration 98Q: 24 clusters Score -1.560021e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218012 members 
Mstep: Class 2 contains 67088 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 255752 members 
Mstep: Class 5 contains 43101 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 34170 members 
Mstep: Class 8 contains 11888 members 
Mstep: Class 9 contains 20651 members 
Mstep: Class 10 contains 36488 members 
Mstep: Class 11 contains 44267 members 
Mstep: Class 12 contains 10609 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 72962 members 
Mstep: Class 15 contains 168638 members 
Mstep: Class 16 contains 94336 members 
Mstep: Class 17 contains 5303 members 
Mstep: Class 18 contains 5316 members 
Mstep: Class 19 contains 200459 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 9984 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8720 members 
Entering Unmasked Estep 
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Iteration 99Q: 24 clusters Score -1.56002e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218031 members 
Mstep: Class 2 contains 67012 members 
Mstep: Class 3 contains 8851 members 
Mstep: Class 4 contains 255761 members 
Mstep: Class 5 contains 43112 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 34157 members 
Mstep: Class 8 contains 11966 members 
Mstep: Class 9 contains 20651 members 
Mstep: Class 10 contains 36491 members 
Mstep: Class 11 contains 44250 members 
Mstep: Class 12 contains 10610 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 72962 members 
Mstep: Class 15 contains 168601 members 
Mstep: Class 16 contains 94328 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 5314 members 
Mstep: Class 19 contains 200464 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 9981 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8742 members 
Entering Unmasked Estep 
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Iteration 100F: 24 clusters Score -1.560021e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218079 members 
Mstep: Class 2 contains 66946 members 
Mstep: Class 3 contains 8859 members 
Mstep: Class 4 contains 255751 members 
Mstep: Class 5 contains 43125 members 
Mstep: Class 6 contains 20648 members 
Mstep: Class 7 contains 34136 members 
Mstep: Class 8 contains 12037 members 
Mstep: Class 9 contains 20659 members 
Mstep: Class 10 contains 36494 members 
Mstep: Class 11 contains 44232 members 
Mstep: Class 12 contains 10610 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 72959 members 
Mstep: Class 15 contains 168538 members 
Mstep: Class 16 contains 94326 members 
Mstep: Class 17 contains 5307 members 
Mstep: Class 18 contains 5315 members 
Mstep: Class 19 contains 200473 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 9977 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8767 members 
Entering Unmasked Estep 
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Iteration 101Q: 24 clusters Score -1.560021e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218119 members 
Mstep: Class 2 contains 66888 members 
Mstep: Class 3 contains 8865 members 
Mstep: Class 4 contains 255743 members 
Mstep: Class 5 contains 43136 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 34123 members 
Mstep: Class 8 contains 12112 members 
Mstep: Class 9 contains 20657 members 
Mstep: Class 10 contains 36497 members 
Mstep: Class 11 contains 44221 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 72962 members 
Mstep: Class 15 contains 168454 members 
Mstep: Class 16 contains 94322 members 
Mstep: Class 17 contains 5310 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 200484 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 9978 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8791 members 
Entering Unmasked Estep 
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Iteration 102Q: 24 clusters Score -1.560024e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218147 members 
Mstep: Class 2 contains 66839 members 
Mstep: Class 3 contains 8870 members 
Mstep: Class 4 contains 255729 members 
Mstep: Class 5 contains 43146 members 
Mstep: Class 6 contains 20650 members 
Mstep: Class 7 contains 34114 members 
Mstep: Class 8 contains 12190 members 
Mstep: Class 9 contains 20654 members 
Mstep: Class 10 contains 36501 members 
Mstep: Class 11 contains 44217 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 72966 members 
Mstep: Class 15 contains 168383 members 
Mstep: Class 16 contains 94316 members 
Mstep: Class 17 contains 5309 members 
Mstep: Class 18 contains 5325 members 
Mstep: Class 19 contains 200490 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 9977 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8806 members 
Entering Unmasked Estep 
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Iteration 103Q: 24 clusters Score -1.560026e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218156 members 
Mstep: Class 2 contains 66809 members 
Mstep: Class 3 contains 8870 members 
Mstep: Class 4 contains 255736 members 
Mstep: Class 5 contains 43149 members 
Mstep: Class 6 contains 20651 members 
Mstep: Class 7 contains 34101 members 
Mstep: Class 8 contains 12262 members 
Mstep: Class 9 contains 20651 members 
Mstep: Class 10 contains 36511 members 
Mstep: Class 11 contains 44214 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 72971 members 
Mstep: Class 15 contains 168303 members 
Mstep: Class 16 contains 94314 members 
Mstep: Class 17 contains 5311 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 200499 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 9975 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002688.000000 Penalty: 80498.257812
Iteration 104Q: 24 clusters Score -1.560027e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218172 members 
Mstep: Class 2 contains 66779 members 
Mstep: Class 3 contains 8873 members 
Mstep: Class 4 contains 255734 members 
Mstep: Class 5 contains 43155 members 
Mstep: Class 6 contains 20650 members 
Mstep: Class 7 contains 34083 members 
Mstep: Class 8 contains 12333 members 
Mstep: Class 9 contains 20642 members 
Mstep: Class 10 contains 36518 members 
Mstep: Class 11 contains 44204 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 72973 members 
Mstep: Class 15 contains 168248 members 
Mstep: Class 16 contains 94313 members 
Mstep: Class 17 contains 5309 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 200506 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 9976 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002368.000000 Penalty: 80498.257812
Iteration 105Q: 24 clusters Score -1.560024e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218181 members 
Mstep: Class 2 contains 66737 members 
Mstep: Class 3 contains 8877 members 
Mstep: Class 4 contains 255735 members 
Mstep: Class 5 contains 43163 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 34062 members 
Mstep: Class 8 contains 12403 members 
Mstep: Class 9 contains 20641 members 
Mstep: Class 10 contains 36525 members 
Mstep: Class 11 contains 44201 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 72982 members 
Mstep: Class 15 contains 168208 members 
Mstep: Class 16 contains 94308 members 
Mstep: Class 17 contains 5311 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 200501 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 9975 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002576.000000 Penalty: 80498.257812
Iteration 106Q: 24 clusters Score -1.560026e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218214 members 
Mstep: Class 2 contains 66687 members 
Mstep: Class 3 contains 8876 members 
Mstep: Class 4 contains 255742 members 
Mstep: Class 5 contains 43169 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 34049 members 
Mstep: Class 8 contains 12475 members 
Mstep: Class 9 contains 20637 members 
Mstep: Class 10 contains 36535 members 
Mstep: Class 11 contains 44194 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 72990 members 
Mstep: Class 15 contains 168139 members 
Mstep: Class 16 contains 94310 members 
Mstep: Class 17 contains 5310 members 
Mstep: Class 18 contains 5330 members 
Mstep: Class 19 contains 200501 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 9976 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002384.000000 Penalty: 80498.257812
Iteration 107Q: 24 clusters Score -1.560024e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218231 members 
Mstep: Class 2 contains 66646 members 
Mstep: Class 3 contains 8877 members 
Mstep: Class 4 contains 255744 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 20648 members 
Mstep: Class 7 contains 34036 members 
Mstep: Class 8 contains 12539 members 
Mstep: Class 9 contains 20633 members 
Mstep: Class 10 contains 36547 members 
Mstep: Class 11 contains 44190 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 72995 members 
Mstep: Class 15 contains 168086 members 
Mstep: Class 16 contains 94309 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 5330 members 
Mstep: Class 19 contains 200506 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 9976 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002400.000000 Penalty: 80498.257812
Iteration 108Q: 24 clusters Score -1.560024e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218242 members 
Mstep: Class 2 contains 66606 members 
Mstep: Class 3 contains 8877 members 
Mstep: Class 4 contains 255747 members 
Mstep: Class 5 contains 43176 members 
Mstep: Class 6 contains 20648 members 
Mstep: Class 7 contains 34020 members 
Mstep: Class 8 contains 12601 members 
Mstep: Class 9 contains 20631 members 
Mstep: Class 10 contains 36561 members 
Mstep: Class 11 contains 44184 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 73002 members 
Mstep: Class 15 contains 168042 members 
Mstep: Class 16 contains 94307 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 5330 members 
Mstep: Class 19 contains 200510 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 9976 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002240.000000 Penalty: 80498.257812
Iteration 109Q: 24 clusters Score -1.560022e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218243 members 
Mstep: Class 2 contains 66567 members 
Mstep: Class 3 contains 8881 members 
Mstep: Class 4 contains 255753 members 
Mstep: Class 5 contains 43183 members 
Mstep: Class 6 contains 20648 members 
Mstep: Class 7 contains 34008 members 
Mstep: Class 8 contains 12652 members 
Mstep: Class 9 contains 20629 members 
Mstep: Class 10 contains 36566 members 
Mstep: Class 11 contains 44183 members 
Mstep: Class 12 contains 10612 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 73010 members 
Mstep: Class 15 contains 167998 members 
Mstep: Class 16 contains 94307 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 5330 members 
Mstep: Class 19 contains 200518 members 
Mstep: Class 20 contains 2748 members 
Mstep: Class 21 contains 9975 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002160.000000 Penalty: 80498.257812
Iteration 110Q: 24 clusters Score -1.560022e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218252 members 
Mstep: Class 2 contains 66541 members 
Mstep: Class 3 contains 8881 members 
Mstep: Class 4 contains 255751 members 
Mstep: Class 5 contains 43190 members 
Mstep: Class 6 contains 20648 members 
Mstep: Class 7 contains 33996 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 20631 members 
Mstep: Class 10 contains 36572 members 
Mstep: Class 11 contains 44180 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 73010 members 
Mstep: Class 15 contains 167955 members 
Mstep: Class 16 contains 94310 members 
Mstep: Class 17 contains 5307 members 
Mstep: Class 18 contains 5330 members 
Mstep: Class 19 contains 200517 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002192.000000 Penalty: 80498.257812
Iteration 111Q: 24 clusters Score -1.560022e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218262 members 
Mstep: Class 2 contains 66514 members 
Mstep: Class 3 contains 8880 members 
Mstep: Class 4 contains 255759 members 
Mstep: Class 5 contains 43195 members 
Mstep: Class 6 contains 20648 members 
Mstep: Class 7 contains 33986 members 
Mstep: Class 8 contains 12768 members 
Mstep: Class 9 contains 20629 members 
Mstep: Class 10 contains 36584 members 
Mstep: Class 11 contains 44178 members 
Mstep: Class 12 contains 10612 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 73008 members 
Mstep: Class 15 contains 167910 members 
Mstep: Class 16 contains 94307 members 
Mstep: Class 17 contains 5307 members 
Mstep: Class 18 contains 5331 members 
Mstep: Class 19 contains 200511 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 9971 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002272.000000 Penalty: 80498.257812
Iteration 112Q: 24 clusters Score -1.560023e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218286 members 
Mstep: Class 2 contains 66472 members 
Mstep: Class 3 contains 8878 members 
Mstep: Class 4 contains 255765 members 
Mstep: Class 5 contains 43199 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 33972 members 
Mstep: Class 8 contains 12824 members 
Mstep: Class 9 contains 20629 members 
Mstep: Class 10 contains 36594 members 
Mstep: Class 11 contains 44172 members 
Mstep: Class 12 contains 10613 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 167865 members 
Mstep: Class 16 contains 94305 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 5331 members 
Mstep: Class 19 contains 200509 members 
Mstep: Class 20 contains 2748 members 
Mstep: Class 21 contains 9971 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002400.000000 Penalty: 80498.257812
Iteration 113Q: 24 clusters Score -1.560024e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218298 members 
Mstep: Class 2 contains 66443 members 
Mstep: Class 3 contains 8877 members 
Mstep: Class 4 contains 255771 members 
Mstep: Class 5 contains 43202 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 33961 members 
Mstep: Class 8 contains 12878 members 
Mstep: Class 9 contains 20627 members 
Mstep: Class 10 contains 36601 members 
Mstep: Class 11 contains 44165 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 73008 members 
Mstep: Class 15 contains 167827 members 
Mstep: Class 16 contains 94305 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 5332 members 
Mstep: Class 19 contains 200512 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 9970 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002208.000000 Penalty: 80498.257812
Iteration 114Q: 24 clusters Score -1.560022e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218289 members 
Mstep: Class 2 contains 66417 members 
Mstep: Class 3 contains 8877 members 
Mstep: Class 4 contains 255777 members 
Mstep: Class 5 contains 43206 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 33953 members 
Mstep: Class 8 contains 12929 members 
Mstep: Class 9 contains 20626 members 
Mstep: Class 10 contains 36613 members 
Mstep: Class 11 contains 44164 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 73010 members 
Mstep: Class 15 contains 167791 members 
Mstep: Class 16 contains 94307 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 5332 members 
Mstep: Class 19 contains 200505 members 
Mstep: Class 20 contains 2745 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002512.000000 Penalty: 80498.257812
Iteration 115Q: 24 clusters Score -1.560025e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218300 members 
Mstep: Class 2 contains 66394 members 
Mstep: Class 3 contains 8877 members 
Mstep: Class 4 contains 255779 members 
Mstep: Class 5 contains 43208 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 33944 members 
Mstep: Class 8 contains 12983 members 
Mstep: Class 9 contains 20627 members 
Mstep: Class 10 contains 36621 members 
Mstep: Class 11 contains 44162 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 73007 members 
Mstep: Class 15 contains 167743 members 
Mstep: Class 16 contains 94306 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 5332 members 
Mstep: Class 19 contains 200503 members 
Mstep: Class 20 contains 2743 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002464.000000 Penalty: 80498.257812
Iteration 116Q: 24 clusters Score -1.560025e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218290 members 
Mstep: Class 2 contains 66375 members 
Mstep: Class 3 contains 8877 members 
Mstep: Class 4 contains 255787 members 
Mstep: Class 5 contains 43207 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 33939 members 
Mstep: Class 8 contains 13021 members 
Mstep: Class 9 contains 20630 members 
Mstep: Class 10 contains 36638 members 
Mstep: Class 11 contains 44166 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 167707 members 
Mstep: Class 16 contains 94306 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 5332 members 
Mstep: Class 19 contains 200506 members 
Mstep: Class 20 contains 2739 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002480.000000 Penalty: 80498.257812
Iteration 117Q: 24 clusters Score -1.560025e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218270 members 
Mstep: Class 2 contains 66353 members 
Mstep: Class 3 contains 8878 members 
Mstep: Class 4 contains 255795 members 
Mstep: Class 5 contains 43207 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 33936 members 
Mstep: Class 8 contains 13072 members 
Mstep: Class 9 contains 20632 members 
Mstep: Class 10 contains 36649 members 
Mstep: Class 11 contains 44170 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 73008 members 
Mstep: Class 15 contains 167677 members 
Mstep: Class 16 contains 94307 members 
Mstep: Class 17 contains 5307 members 
Mstep: Class 18 contains 5332 members 
Mstep: Class 19 contains 200502 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156002656.000000 Penalty: 80498.257812
Iteration 118Q: 24 clusters Score -1.560027e+08 nChanged 179
Entering ConstructFrom: 
Score: -156002656.000000 Penalty: 80498.257812
Entering ConstructFrom: 
Trying to split cluster 1 (218261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218261 members 
Entering Unmasked Estep 
Score: -25826500.000000 Penalty: 3048.774658
	Iteration 0F: 2 clusters Score -2.58265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 109091 members 
Entering Unmasked Estep 
Score: -25689722.000000 Penalty: 6097.549316
	Iteration 0F: 3 clusters Score -2.568972e+07 nChanged 104945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109351 members 
Mstep: Class 2 contains 108910 members 
Entering Unmasked Estep 
Score: -25752380.000000 Penalty: 6097.549316
	Iteration 1F: 3 clusters Score -2.575238e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109565 members 
Mstep: Class 2 contains 108696 members 
Entering Unmasked Estep 
Score: -25753930.000000 Penalty: 6097.549316
	Iteration 2Q: 3 clusters Score -2.575393e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110023 members 
Mstep: Class 2 contains 108238 members 
Entering Unmasked Estep 
Score: -25755986.000000 Penalty: 6097.549316
	Iteration 3Q: 3 clusters Score -2.575599e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110982 members 
Mstep: Class 2 contains 107279 members 
Entering Unmasked Estep 
Score: -25759062.000000 Penalty: 6097.549316
	Iteration 4Q: 3 clusters Score -2.575906e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112768 members 
Mstep: Class 2 contains 105493 members 
Entering Unmasked Estep 
Score: -25763330.000000 Penalty: 6097.549316
	Iteration 5Q: 3 clusters Score -2.576333e+07 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115554 members 
Mstep: Class 2 contains 102707 members 
Entering Unmasked Estep 
Score: -25769846.000000 Penalty: 6097.549316
	Iteration 6F: 3 clusters Score -2.576985e+07 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118985 members 
Mstep: Class 2 contains 99276 members 
Entering Unmasked Estep 
Score: -25778538.000000 Penalty: 6097.549316
	Iteration 7F: 3 clusters Score -2.577854e+07 nChanged 13824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122425 members 
Mstep: Class 2 contains 95836 members 
Entering Unmasked Estep 
Score: -25788294.000000 Penalty: 6097.549316
	Iteration 8F: 3 clusters Score -2.578829e+07 nChanged 13235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125362 members 
Mstep: Class 2 contains 92899 members 
Entering Unmasked Estep 
Score: -25796848.000000 Penalty: 6097.549316
	Iteration 9F: 3 clusters Score -2.579685e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127638 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -25801614.000000 Penalty: 6097.549316
	Iteration 10Q: 3 clusters Score -2.580161e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129706 members 
Mstep: Class 2 contains 88555 members 
Entering Unmasked Estep 
Score: -25803496.000000 Penalty: 6097.549316
	Iteration 11Q: 3 clusters Score -2.58035e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131898 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -25804300.000000 Penalty: 6097.549316
	Iteration 12Q: 3 clusters Score -2.58043e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134183 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -25804654.000000 Penalty: 6097.549316
	Iteration 13Q: 3 clusters Score -2.580465e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136537 members 
Mstep: Class 2 contains 81724 members 
Entering Unmasked Estep 
Score: -25805222.000000 Penalty: 6097.549316
	Iteration 14Q: 3 clusters Score -2.580522e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139064 members 
Mstep: Class 2 contains 79197 members 
Entering Unmasked Estep 
Score: -25805844.000000 Penalty: 6097.549316
	Iteration 15Q: 3 clusters Score -2.580584e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141753 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -25806474.000000 Penalty: 6097.549316
	Iteration 16Q: 3 clusters Score -2.580647e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144564 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -25807114.000000 Penalty: 6097.549316
	Iteration 17Q: 3 clusters Score -2.580711e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147521 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -25807760.000000 Penalty: 6097.549316
	Iteration 18Q: 3 clusters Score -2.580776e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150698 members 
Mstep: Class 2 contains 67563 members 
Entering Unmasked Estep 
Score: -25808608.000000 Penalty: 6097.549316
	Iteration 19Q: 3 clusters Score -2.580861e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153932 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -25809226.000000 Penalty: 6097.549316
	Iteration 20F: 3 clusters Score -2.580923e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157324 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -25809980.000000 Penalty: 6097.549316
	Iteration 21Q: 3 clusters Score -2.580998e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160826 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -25810844.000000 Penalty: 6097.549316
	Iteration 22Q: 3 clusters Score -2.581084e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164505 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -25811656.000000 Penalty: 6097.549316
	Iteration 23Q: 3 clusters Score -2.581166e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168297 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -25812626.000000 Penalty: 6097.549316
	Iteration 24Q: 3 clusters Score -2.581263e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172043 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -25813916.000000 Penalty: 6097.549316
	Iteration 25Q: 3 clusters Score -2.581392e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175808 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -25815522.000000 Penalty: 6097.549316
	Iteration 26Q: 3 clusters Score -2.581552e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179493 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -25816896.000000 Penalty: 6097.549316
	Iteration 27Q: 3 clusters Score -2.58169e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183061 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -25818218.000000 Penalty: 6097.549316
	Iteration 28Q: 3 clusters Score -2.581822e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186417 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -25819398.000000 Penalty: 6097.549316
	Iteration 29Q: 3 clusters Score -2.58194e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189530 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -25820560.000000 Penalty: 6097.549316
	Iteration 30Q: 3 clusters Score -2.582056e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192269 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -25821576.000000 Penalty: 6097.549316
	Iteration 31Q: 3 clusters Score -2.582158e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194696 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -25822556.000000 Penalty: 6097.549316
	Iteration 32Q: 3 clusters Score -2.582256e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196879 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -25823268.000000 Penalty: 6097.549316
	Iteration 33Q: 3 clusters Score -2.582327e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198775 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -25823770.000000 Penalty: 6097.549316
	Iteration 34Q: 3 clusters Score -2.582377e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200405 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -25824170.000000 Penalty: 6097.549316
	Iteration 35Q: 3 clusters Score -2.582417e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201806 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -25824592.000000 Penalty: 6097.549316
	Iteration 36Q: 3 clusters Score -2.582459e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203025 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -25825008.000000 Penalty: 6097.549316
	Iteration 37Q: 3 clusters Score -2.582501e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204105 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -25825242.000000 Penalty: 6097.549316
	Iteration 38Q: 3 clusters Score -2.582524e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205027 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -25825402.000000 Penalty: 6097.549316
	Iteration 39Q: 3 clusters Score -2.58254e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205826 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -25825480.000000 Penalty: 6097.549316
	Iteration 40F: 3 clusters Score -2.582548e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206472 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -25825588.000000 Penalty: 6097.549316
	Iteration 41Q: 3 clusters Score -2.582559e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207010 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -25825644.000000 Penalty: 6097.549316
	Iteration 42Q: 3 clusters Score -2.582564e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207489 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -25825830.000000 Penalty: 6097.549316
	Iteration 43Q: 3 clusters Score -2.582583e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207914 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -25825840.000000 Penalty: 6097.549316
	Iteration 44Q: 3 clusters Score -2.582584e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208253 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -25825982.000000 Penalty: 6097.549316
	Iteration 45Q: 3 clusters Score -2.582598e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208558 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -25825968.000000 Penalty: 6097.549316
	Iteration 46Q: 3 clusters Score -2.582597e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208811 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -25825994.000000 Penalty: 6097.549316
	Iteration 47Q: 3 clusters Score -2.582599e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209023 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -25825972.000000 Penalty: 6097.549316
	Iteration 48Q: 3 clusters Score -2.582597e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209221 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -25826016.000000 Penalty: 6097.549316
	Iteration 49Q: 3 clusters Score -2.582602e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209410 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -25826042.000000 Penalty: 6097.549316
	Iteration 50Q: 3 clusters Score -2.582604e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209576 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -25826012.000000 Penalty: 6097.549316
	Iteration 51Q: 3 clusters Score -2.582601e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209733 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -25826012.000000 Penalty: 6097.549316
	Iteration 52Q: 3 clusters Score -2.582601e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209874 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -25826012.000000 Penalty: 6097.549316
	Iteration 53Q: 3 clusters Score -2.582601e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210001 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -25826050.000000 Penalty: 6097.549316
	Iteration 54Q: 3 clusters Score -2.582605e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210122 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -25826054.000000 Penalty: 6097.549316
	Iteration 55Q: 3 clusters Score -2.582605e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210236 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -25826060.000000 Penalty: 6097.549316
	Iteration 56Q: 3 clusters Score -2.582606e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210327 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -25826060.000000 Penalty: 6097.549316
	Iteration 57Q: 3 clusters Score -2.582606e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210415 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -25826074.000000 Penalty: 6097.549316
	Iteration 58Q: 3 clusters Score -2.582607e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210490 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -25826096.000000 Penalty: 6097.549316
	Iteration 59Q: 3 clusters Score -2.58261e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210558 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -25826088.000000 Penalty: 6097.549316
	Iteration 60F: 3 clusters Score -2.582609e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210612 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -25826082.000000 Penalty: 6097.549316
	Iteration 61Q: 3 clusters Score -2.582608e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210644 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -25826064.000000 Penalty: 6097.549316
	Iteration 62Q: 3 clusters Score -2.582606e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210673 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -25826078.000000 Penalty: 6097.549316
	Iteration 63Q: 3 clusters Score -2.582608e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210713 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -25826104.000000 Penalty: 6097.549316
	Iteration 64Q: 3 clusters Score -2.58261e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210738 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -25826088.000000 Penalty: 6097.549316
	Iteration 65Q: 3 clusters Score -2.582609e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210763 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -25826086.000000 Penalty: 6097.549316
	Iteration 66Q: 3 clusters Score -2.582609e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210791 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -25826074.000000 Penalty: 6097.549316
	Iteration 67Q: 3 clusters Score -2.582607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210814 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -25826064.000000 Penalty: 6097.549316
	Iteration 68Q: 3 clusters Score -2.582606e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210840 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -25826054.000000 Penalty: 6097.549316
	Iteration 69Q: 3 clusters Score -2.582605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210864 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -25826030.000000 Penalty: 6097.549316
	Iteration 70Q: 3 clusters Score -2.582603e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210889 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -25826038.000000 Penalty: 6097.549316
	Iteration 71Q: 3 clusters Score -2.582604e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210916 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -25826056.000000 Penalty: 6097.549316
	Iteration 72Q: 3 clusters Score -2.582606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210940 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -25826062.000000 Penalty: 6097.549316
	Iteration 73Q: 3 clusters Score -2.582606e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210960 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -25826054.000000 Penalty: 6097.549316
	Iteration 74Q: 3 clusters Score -2.582605e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210990 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -25826034.000000 Penalty: 6097.549316
	Iteration 75Q: 3 clusters Score -2.582603e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211022 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -25826032.000000 Penalty: 6097.549316
	Iteration 76Q: 3 clusters Score -2.582603e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211048 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -25826038.000000 Penalty: 6097.549316
	Iteration 77Q: 3 clusters Score -2.582604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211068 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -25826026.000000 Penalty: 6097.549316
	Iteration 78Q: 3 clusters Score -2.582603e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211087 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -25826010.000000 Penalty: 6097.549316
	Iteration 79Q: 3 clusters Score -2.582601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211103 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -25826016.000000 Penalty: 6097.549316
	Iteration 80F: 3 clusters Score -2.582602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211114 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -25826040.000000 Penalty: 6097.549316
	Iteration 81Q: 3 clusters Score -2.582604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211124 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -25826012.000000 Penalty: 6097.549316
	Iteration 82Q: 3 clusters Score -2.582601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211133 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -25826026.000000 Penalty: 6097.549316
	Iteration 83Q: 3 clusters Score -2.582603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211141 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -25826044.000000 Penalty: 6097.549316
	Iteration 84Q: 3 clusters Score -2.582604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211144 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -25826046.000000 Penalty: 6097.549316
	Iteration 85Q: 3 clusters Score -2.582605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211148 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -25826054.000000 Penalty: 6097.549316
	Iteration 86Q: 3 clusters Score -2.582605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211152 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -25826054.000000 Penalty: 6097.549316
	Iteration 87Q: 3 clusters Score -2.582605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211155 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -25826040.000000 Penalty: 6097.549316
	Iteration 88Q: 3 clusters Score -2.582604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211159 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -25826038.000000 Penalty: 6097.549316
	Iteration 89Q: 3 clusters Score -2.582604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211164 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -25826044.000000 Penalty: 6097.549316
	Iteration 90Q: 3 clusters Score -2.582604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211170 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -25826034.000000 Penalty: 6097.549316
	Iteration 91Q: 3 clusters Score -2.582603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211174 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -25826040.000000 Penalty: 6097.549316
	Iteration 92Q: 3 clusters Score -2.582604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211177 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -25826038.000000 Penalty: 6097.549316
	Iteration 93Q: 3 clusters Score -2.582604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211182 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -25826038.000000 Penalty: 6097.549316
	Iteration 94Q: 3 clusters Score -2.582604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211182 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -25826036.000000 Penalty: 6097.549316
	Iteration 95Q: 3 clusters Score -2.582604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211184 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -25826036.000000 Penalty: 6097.549316
	Iteration 96Q: 3 clusters Score -2.582604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211189 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -25826040.000000 Penalty: 6097.549316
	Iteration 97Q: 3 clusters Score -2.582604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211193 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -25826040.000000 Penalty: 6097.549316
	Iteration 98Q: 3 clusters Score -2.582604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211195 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -25826054.000000 Penalty: 6097.549316
	Iteration 99Q: 3 clusters Score -2.582605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211198 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -25826044.000000 Penalty: 6097.549316
	Iteration 100F: 3 clusters Score -2.582604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211204 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -25826060.000000 Penalty: 6097.549316
	Iteration 101Q: 3 clusters Score -2.582606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211210 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -25826062.000000 Penalty: 6097.549316
	Iteration 102Q: 3 clusters Score -2.582606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211215 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -25826080.000000 Penalty: 6097.549316
	Iteration 103Q: 3 clusters Score -2.582608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211218 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -25826056.000000 Penalty: 6097.549316
	Iteration 104Q: 3 clusters Score -2.582606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211222 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -25826064.000000 Penalty: 6097.549316
	Iteration 105Q: 3 clusters Score -2.582606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211226 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -25826066.000000 Penalty: 6097.549316
	Iteration 106Q: 3 clusters Score -2.582607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211230 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -25826060.000000 Penalty: 6097.549316
	Iteration 107Q: 3 clusters Score -2.582606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211234 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -25826072.000000 Penalty: 6097.549316
	Iteration 108Q: 3 clusters Score -2.582607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211236 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -25826074.000000 Penalty: 6097.549316
	Iteration 109Q: 3 clusters Score -2.582607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211238 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -25826070.000000 Penalty: 6097.549316
	Iteration 110Q: 3 clusters Score -2.582607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211240 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -25826070.000000 Penalty: 6097.549316
	Iteration 111Q: 3 clusters Score -2.582607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211242 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -25826078.000000 Penalty: 6097.549316
	Iteration 112Q: 3 clusters Score -2.582608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211243 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -25826076.000000 Penalty: 6097.549316
	Iteration 113Q: 3 clusters Score -2.582608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211247 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -25826084.000000 Penalty: 6097.549316
	Iteration 114Q: 3 clusters Score -2.582608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211252 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -25826090.000000 Penalty: 6097.549316
	Iteration 115Q: 3 clusters Score -2.582609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211256 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -25826096.000000 Penalty: 6097.549316
	Iteration 116Q: 3 clusters Score -2.58261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211262 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -25826094.000000 Penalty: 6097.549316
	Iteration 117Q: 3 clusters Score -2.582609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211268 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -25826070.000000 Penalty: 6097.549316
	Iteration 118Q: 3 clusters Score -2.582607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211273 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -25826068.000000 Penalty: 6097.549316
	Iteration 119Q: 3 clusters Score -2.582607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211279 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -25826078.000000 Penalty: 6097.549316
	Iteration 120F: 3 clusters Score -2.582608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211283 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -25826074.000000 Penalty: 6097.549316
	Iteration 121Q: 3 clusters Score -2.582607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211289 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -25826098.000000 Penalty: 6097.549316
	Iteration 122Q: 3 clusters Score -2.58261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211296 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -25826080.000000 Penalty: 6097.549316
	Iteration 123Q: 3 clusters Score -2.582608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211304 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -25826068.000000 Penalty: 6097.549316
	Iteration 124Q: 3 clusters Score -2.582607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211310 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -25826076.000000 Penalty: 6097.549316
	Iteration 125Q: 3 clusters Score -2.582608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211315 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -25826074.000000 Penalty: 6097.549316
	Iteration 126Q: 3 clusters Score -2.582607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211317 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -25826068.000000 Penalty: 6097.549316
	Iteration 127Q: 3 clusters Score -2.582607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211319 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -25826076.000000 Penalty: 6097.549316
	Iteration 128Q: 3 clusters Score -2.582608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211319 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -25826076.000000 Penalty: 6097.549316
	Iteration 129F: 3 clusters Score -2.582608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66326 members 
Entering Unmasked Estep 
Score: -7888205.500000 Penalty: 2753.379639
	Iteration 0F: 2 clusters Score -7888206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -7843740.000000 Penalty: 5506.759277
	Iteration 0F: 3 clusters Score -7843740 nChanged 30964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -7861228.500000 Penalty: 5506.759277
	Iteration 1F: 3 clusters Score -7861228 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -7862095.000000 Penalty: 5506.759277
	Iteration 2Q: 3 clusters Score -7862095 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -7863061.000000 Penalty: 5506.759277
	Iteration 3Q: 3 clusters Score -7863061 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -7864421.000000 Penalty: 5506.759277
	Iteration 4Q: 3 clusters Score -7864421 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -7866273.000000 Penalty: 5506.759277
	Iteration 5Q: 3 clusters Score -7866273 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -7868746.000000 Penalty: 5506.759277
	Iteration 6F: 3 clusters Score -7868746 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -7871958.000000 Penalty: 5506.759277
	Iteration 7F: 3 clusters Score -7871958 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -7875541.500000 Penalty: 5506.759277
	Iteration 8F: 3 clusters Score -7875542 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -7879117.500000 Penalty: 5506.759277
	Iteration 9F: 3 clusters Score -7879118 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -7881877.500000 Penalty: 5506.759277
	Iteration 10F: 3 clusters Score -7881878 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -7883569.500000 Penalty: 5506.759277
	Iteration 11Q: 3 clusters Score -7883570 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -7884431.000000 Penalty: 5506.759277
	Iteration 12Q: 3 clusters Score -7884431 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -7884872.500000 Penalty: 5506.759277
	Iteration 13Q: 3 clusters Score -7884872 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -7885190.500000 Penalty: 5506.759277
	Iteration 14Q: 3 clusters Score -7885190 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -7885369.500000 Penalty: 5506.759277
	Iteration 15Q: 3 clusters Score -7885370 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -7885482.000000 Penalty: 5506.759277
	Iteration 16Q: 3 clusters Score -7885482 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -7885576.000000 Penalty: 5506.759277
	Iteration 17Q: 3 clusters Score -7885576 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -7885648.500000 Penalty: 5506.759277
	Iteration 18Q: 3 clusters Score -7885648 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -7885681.500000 Penalty: 5506.759277
	Iteration 19Q: 3 clusters Score -7885682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -7885688.500000 Penalty: 5506.759277
	Iteration 20F: 3 clusters Score -7885688 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -7885699.500000 Penalty: 5506.759277
	Iteration 21Q: 3 clusters Score -7885700 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -7885702.500000 Penalty: 5506.759277
	Iteration 22Q: 3 clusters Score -7885702 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -7885715.500000 Penalty: 5506.759277
	Iteration 23Q: 3 clusters Score -7885716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -7885720.000000 Penalty: 5506.759277
	Iteration 24Q: 3 clusters Score -7885720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -7885715.000000 Penalty: 5506.759277
	Iteration 25Q: 3 clusters Score -7885715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -7885719.000000 Penalty: 5506.759277
	Iteration 26Q: 3 clusters Score -7885719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -7885711.500000 Penalty: 5506.759277
	Iteration 27Q: 3 clusters Score -7885712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -7885712.000000 Penalty: 5506.759277
	Iteration 28Q: 3 clusters Score -7885712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -7885709.000000 Penalty: 5506.759277
	Iteration 29Q: 3 clusters Score -7885709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -7885712.000000 Penalty: 5506.759277
	Iteration 30Q: 3 clusters Score -7885712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -7885712.500000 Penalty: 5506.759277
	Iteration 31Q: 3 clusters Score -7885712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -7885719.500000 Penalty: 5506.759277
	Iteration 32Q: 3 clusters Score -7885720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -7885724.500000 Penalty: 5506.759277
	Iteration 33Q: 3 clusters Score -7885724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -7885721.000000 Penalty: 5506.759277
	Iteration 34Q: 3 clusters Score -7885721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -7885701.500000 Penalty: 5506.759277
	Iteration 35Q: 3 clusters Score -7885702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -7885699.500000 Penalty: 5506.759277
	Iteration 36Q: 3 clusters Score -7885700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -7885697.500000 Penalty: 5506.759277
	Iteration 37Q: 3 clusters Score -7885698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -7885703.000000 Penalty: 5506.759277
	Iteration 38Q: 3 clusters Score -7885703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -7885698.500000 Penalty: 5506.759277
	Iteration 39Q: 3 clusters Score -7885698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -7885706.000000 Penalty: 5506.759277
	Iteration 40F: 3 clusters Score -7885706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -7885707.500000 Penalty: 5506.759277
	Iteration 41Q: 3 clusters Score -7885708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -7885707.000000 Penalty: 5506.759277
	Iteration 42Q: 3 clusters Score -7885707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -7885699.000000 Penalty: 5506.759277
	Iteration 43Q: 3 clusters Score -7885699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -7885700.000000 Penalty: 5506.759277
	Iteration 44Q: 3 clusters Score -7885700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -7885702.000000 Penalty: 5506.759277
	Iteration 45Q: 3 clusters Score -7885702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -7885701.000000 Penalty: 5506.759277
	Iteration 46Q: 3 clusters Score -7885701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -7885704.000000 Penalty: 5506.759277
	Iteration 47Q: 3 clusters Score -7885704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -7885704.000000 Penalty: 5506.759277
	Iteration 48Q: 3 clusters Score -7885704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -7885696.000000 Penalty: 5506.759277
	Iteration 49Q: 3 clusters Score -7885696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -7885700.500000 Penalty: 5506.759277
	Iteration 50Q: 3 clusters Score -7885700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -7885699.000000 Penalty: 5506.759277
	Iteration 51Q: 3 clusters Score -7885699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -7885701.000000 Penalty: 5506.759277
	Iteration 52Q: 3 clusters Score -7885701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -7885706.500000 Penalty: 5506.759277
	Iteration 53Q: 3 clusters Score -7885706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -7885712.500000 Penalty: 5506.759277
	Iteration 54Q: 3 clusters Score -7885712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -7885710.000000 Penalty: 5506.759277
	Iteration 55Q: 3 clusters Score -7885710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -7885714.500000 Penalty: 5506.759277
	Iteration 56Q: 3 clusters Score -7885714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -7885710.000000 Penalty: 5506.759277
	Iteration 57Q: 3 clusters Score -7885710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -7885709.000000 Penalty: 5506.759277
	Iteration 58Q: 3 clusters Score -7885709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -7885709.000000 Penalty: 5506.759277
	Iteration 59F: 3 clusters Score -7885709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Entering Unmasked Estep 
Score: -955008.812500 Penalty: 2254.706055
	Iteration 0F: 2 clusters Score -955008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -947935.750000 Penalty: 4509.412109
	Iteration 0F: 3 clusters Score -947935.8 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -950017.312500 Penalty: 4509.412109
	Iteration 1F: 3 clusters Score -950017.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -950444.750000 Penalty: 4509.412109
	Iteration 2F: 3 clusters Score -950444.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -950802.687500 Penalty: 4509.412109
	Iteration 3F: 3 clusters Score -950802.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -951076.062500 Penalty: 4509.412109
	Iteration 4F: 3 clusters Score -951076.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -951347.250000 Penalty: 4509.412109
	Iteration 5Q: 3 clusters Score -951347.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -951586.687500 Penalty: 4509.412109
	Iteration 6Q: 3 clusters Score -951586.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -951868.812500 Penalty: 4509.412109
	Iteration 7Q: 3 clusters Score -951868.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -952157.750000 Penalty: 4509.412109
	Iteration 8Q: 3 clusters Score -952157.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -952417.437500 Penalty: 4509.412109
	Iteration 9Q: 3 clusters Score -952417.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -952651.375000 Penalty: 4509.412109
	Iteration 10Q: 3 clusters Score -952651.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -952795.625000 Penalty: 4509.412109
	Iteration 11Q: 3 clusters Score -952795.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -952921.687500 Penalty: 4509.412109
	Iteration 12Q: 3 clusters Score -952921.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -953045.812500 Penalty: 4509.412109
	Iteration 13Q: 3 clusters Score -953045.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -953147.562500 Penalty: 4509.412109
	Iteration 14Q: 3 clusters Score -953147.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -953234.062500 Penalty: 4509.412109
	Iteration 15Q: 3 clusters Score -953234.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -953302.875000 Penalty: 4509.412109
	Iteration 16Q: 3 clusters Score -953302.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -953358.187500 Penalty: 4509.412109
	Iteration 17Q: 3 clusters Score -953358.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -953405.375000 Penalty: 4509.412109
	Iteration 18Q: 3 clusters Score -953405.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -953455.437500 Penalty: 4509.412109
	Iteration 19Q: 3 clusters Score -953455.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -953504.500000 Penalty: 4509.412109
	Iteration 20F: 3 clusters Score -953504.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -953548.187500 Penalty: 4509.412109
	Iteration 21Q: 3 clusters Score -953548.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -953587.562500 Penalty: 4509.412109
	Iteration 22Q: 3 clusters Score -953587.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -953629.687500 Penalty: 4509.412109
	Iteration 23Q: 3 clusters Score -953629.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -953672.562500 Penalty: 4509.412109
	Iteration 24Q: 3 clusters Score -953672.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -953716.875000 Penalty: 4509.412109
	Iteration 25Q: 3 clusters Score -953716.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -953751.250000 Penalty: 4509.412109
	Iteration 26Q: 3 clusters Score -953751.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -953782.250000 Penalty: 4509.412109
	Iteration 27Q: 3 clusters Score -953782.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -953809.812500 Penalty: 4509.412109
	Iteration 28Q: 3 clusters Score -953809.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -953838.375000 Penalty: 4509.412109
	Iteration 29Q: 3 clusters Score -953838.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -953872.250000 Penalty: 4509.412109
	Iteration 30Q: 3 clusters Score -953872.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -953896.312500 Penalty: 4509.412109
	Iteration 31Q: 3 clusters Score -953896.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -953914.812500 Penalty: 4509.412109
	Iteration 32Q: 3 clusters Score -953914.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -953929.500000 Penalty: 4509.412109
	Iteration 33Q: 3 clusters Score -953929.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -953939.312500 Penalty: 4509.412109
	Iteration 34Q: 3 clusters Score -953939.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -953945.625000 Penalty: 4509.412109
	Iteration 35Q: 3 clusters Score -953945.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -953954.062500 Penalty: 4509.412109
	Iteration 36Q: 3 clusters Score -953954.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -953961.062500 Penalty: 4509.412109
	Iteration 37Q: 3 clusters Score -953961.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -953966.312500 Penalty: 4509.412109
	Iteration 38Q: 3 clusters Score -953966.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -953972.187500 Penalty: 4509.412109
	Iteration 39Q: 3 clusters Score -953972.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -953981.625000 Penalty: 4509.412109
	Iteration 40F: 3 clusters Score -953981.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -953985.500000 Penalty: 4509.412109
	Iteration 41Q: 3 clusters Score -953985.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -953993.437500 Penalty: 4509.412109
	Iteration 42Q: 3 clusters Score -953993.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -954005.625000 Penalty: 4509.412109
	Iteration 43Q: 3 clusters Score -954005.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -954019.375000 Penalty: 4509.412109
	Iteration 44Q: 3 clusters Score -954019.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -954036.375000 Penalty: 4509.412109
	Iteration 45Q: 3 clusters Score -954036.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -954050.500000 Penalty: 4509.412109
	Iteration 46Q: 3 clusters Score -954050.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -954071.562500 Penalty: 4509.412109
	Iteration 47Q: 3 clusters Score -954071.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -954093.875000 Penalty: 4509.412109
	Iteration 48Q: 3 clusters Score -954093.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -954119.312500 Penalty: 4509.412109
	Iteration 49Q: 3 clusters Score -954119.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -954142.562500 Penalty: 4509.412109
	Iteration 50Q: 3 clusters Score -954142.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -954167.125000 Penalty: 4509.412109
	Iteration 51Q: 3 clusters Score -954167.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -954185.875000 Penalty: 4509.412109
	Iteration 52Q: 3 clusters Score -954185.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -954196.250000 Penalty: 4509.412109
	Iteration 53Q: 3 clusters Score -954196.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -954207.312500 Penalty: 4509.412109
	Iteration 54Q: 3 clusters Score -954207.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -954215.250000 Penalty: 4509.412109
	Iteration 55Q: 3 clusters Score -954215.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -954222.437500 Penalty: 4509.412109
	Iteration 56Q: 3 clusters Score -954222.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -954228.250000 Penalty: 4509.412109
	Iteration 57Q: 3 clusters Score -954228.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -954235.375000 Penalty: 4509.412109
	Iteration 58Q: 3 clusters Score -954235.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -954237.875000 Penalty: 4509.412109
	Iteration 59Q: 3 clusters Score -954237.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -954242.187500 Penalty: 4509.412109
	Iteration 60F: 3 clusters Score -954242.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -954247.875000 Penalty: 4509.412109
	Iteration 61Q: 3 clusters Score -954247.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -954250.562500 Penalty: 4509.412109
	Iteration 62Q: 3 clusters Score -954250.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -954255.312500 Penalty: 4509.412109
	Iteration 63Q: 3 clusters Score -954255.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -954260.562500 Penalty: 4509.412109
	Iteration 64Q: 3 clusters Score -954260.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -954265.187500 Penalty: 4509.412109
	Iteration 65Q: 3 clusters Score -954265.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -954267.187500 Penalty: 4509.412109
	Iteration 66Q: 3 clusters Score -954267.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -954270.937500 Penalty: 4509.412109
	Iteration 67Q: 3 clusters Score -954270.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -954272.562500 Penalty: 4509.412109
	Iteration 68Q: 3 clusters Score -954272.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -954273.750000 Penalty: 4509.412109
	Iteration 69Q: 3 clusters Score -954273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -954275.312500 Penalty: 4509.412109
	Iteration 70Q: 3 clusters Score -954275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -954277.125000 Penalty: 4509.412109
	Iteration 71Q: 3 clusters Score -954277.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -954278.000000 Penalty: 4509.412109
	Iteration 72Q: 3 clusters Score -954278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -954278.437500 Penalty: 4509.412109
	Iteration 73Q: 3 clusters Score -954278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -954278.625000 Penalty: 4509.412109
	Iteration 74Q: 3 clusters Score -954278.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -954278.875000 Penalty: 4509.412109
	Iteration 75Q: 3 clusters Score -954278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -954277.437500 Penalty: 4509.412109
	Iteration 76Q: 3 clusters Score -954277.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -954277.437500 Penalty: 4509.412109
	Iteration 77F: 3 clusters Score -954277.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (255803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255803 members 
Entering Unmasked Estep 
Score: -30500714.000000 Penalty: 3088.136475
	Iteration 0F: 2 clusters Score -3.050071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127981 members 
Mstep: Class 2 contains 127822 members 
Entering Unmasked Estep 
Score: -30378742.000000 Penalty: 6176.272949
	Iteration 0F: 3 clusters Score -3.037874e+07 nChanged 123777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127768 members 
Mstep: Class 2 contains 128035 members 
Entering Unmasked Estep 
Score: -30452000.000000 Penalty: 6176.272949
	Iteration 1F: 3 clusters Score -3.0452e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127194 members 
Mstep: Class 2 contains 128609 members 
Entering Unmasked Estep 
Score: -30453760.000000 Penalty: 6176.272949
	Iteration 2Q: 3 clusters Score -3.045376e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126226 members 
Mstep: Class 2 contains 129577 members 
Entering Unmasked Estep 
Score: -30456072.000000 Penalty: 6176.272949
	Iteration 3Q: 3 clusters Score -3.045607e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124522 members 
Mstep: Class 2 contains 131281 members 
Entering Unmasked Estep 
Score: -30459292.000000 Penalty: 6176.272949
	Iteration 4Q: 3 clusters Score -3.045929e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121524 members 
Mstep: Class 2 contains 134279 members 
Entering Unmasked Estep 
Score: -30464428.000000 Penalty: 6176.272949
	Iteration 5Q: 3 clusters Score -3.046443e+07 nChanged 13791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117107 members 
Mstep: Class 2 contains 138696 members 
Entering Unmasked Estep 
Score: -30472036.000000 Penalty: 6176.272949
	Iteration 6F: 3 clusters Score -3.047204e+07 nChanged 15808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111205 members 
Mstep: Class 2 contains 144598 members 
Entering Unmasked Estep 
Score: -30482170.000000 Penalty: 6176.272949
	Iteration 7F: 3 clusters Score -3.048217e+07 nChanged 16843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104618 members 
Mstep: Class 2 contains 151185 members 
Entering Unmasked Estep 
Score: -30493600.000000 Penalty: 6176.272949
	Iteration 8F: 3 clusters Score -3.04936e+07 nChanged 15522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98726 members 
Mstep: Class 2 contains 157077 members 
Entering Unmasked Estep 
Score: -30502744.000000 Penalty: 6176.272949
	Iteration 9F: 3 clusters Score -3.050274e+07 nChanged 11835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94065 members 
Mstep: Class 2 contains 161738 members 
Entering Unmasked Estep 
Score: -30507066.000000 Penalty: 6176.272949
	Iteration 10Q: 3 clusters Score -3.050707e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90101 members 
Mstep: Class 2 contains 165702 members 
Entering Unmasked Estep 
Score: -30508434.000000 Penalty: 6176.272949
	Iteration 11Q: 3 clusters Score -3.050843e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86344 members 
Mstep: Class 2 contains 169459 members 
Entering Unmasked Estep 
Score: -30508482.000000 Penalty: 6176.272949
	Iteration 12Q: 3 clusters Score -3.050848e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82831 members 
Mstep: Class 2 contains 172972 members 
Entering Unmasked Estep 
Score: -30508222.000000 Penalty: 6176.272949
	Iteration 13Q: 3 clusters Score -3.050822e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 176099 members 
Entering Unmasked Estep 
Score: -30507912.000000 Penalty: 6176.272949
	Iteration 14Q: 3 clusters Score -3.050791e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76830 members 
Mstep: Class 2 contains 178973 members 
Entering Unmasked Estep 
Score: -30507818.000000 Penalty: 6176.272949
	Iteration 15Q: 3 clusters Score -3.050782e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 181397 members 
Entering Unmasked Estep 
Score: -30507580.000000 Penalty: 6176.272949
	Iteration 16Q: 3 clusters Score -3.050758e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 183505 members 
Entering Unmasked Estep 
Score: -30507314.000000 Penalty: 6176.272949
	Iteration 17Q: 3 clusters Score -3.050731e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 185467 members 
Entering Unmasked Estep 
Score: -30507004.000000 Penalty: 6176.272949
	Iteration 18Q: 3 clusters Score -3.0507e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 187227 members 
Entering Unmasked Estep 
Score: -30506838.000000 Penalty: 6176.272949
	Iteration 19Q: 3 clusters Score -3.050684e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 188665 members 
Entering Unmasked Estep 
Score: -30506700.000000 Penalty: 6176.272949
	Iteration 20F: 3 clusters Score -3.05067e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 189886 members 
Entering Unmasked Estep 
Score: -30506286.000000 Penalty: 6176.272949
	Iteration 21Q: 3 clusters Score -3.050629e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65028 members 
Mstep: Class 2 contains 190775 members 
Entering Unmasked Estep 
Score: -30505998.000000 Penalty: 6176.272949
	Iteration 22Q: 3 clusters Score -3.0506e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 191485 members 
Entering Unmasked Estep 
Score: -30505808.000000 Penalty: 6176.272949
	Iteration 23Q: 3 clusters Score -3.050581e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 192074 members 
Entering Unmasked Estep 
Score: -30505614.000000 Penalty: 6176.272949
	Iteration 24Q: 3 clusters Score -3.050561e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 192639 members 
Entering Unmasked Estep 
Score: -30505472.000000 Penalty: 6176.272949
	Iteration 25Q: 3 clusters Score -3.050547e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 193115 members 
Entering Unmasked Estep 
Score: -30505446.000000 Penalty: 6176.272949
	Iteration 26Q: 3 clusters Score -3.050545e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 193517 members 
Entering Unmasked Estep 
Score: -30505546.000000 Penalty: 6176.272949
	Iteration 27Q: 3 clusters Score -3.050555e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 193919 members 
Entering Unmasked Estep 
Score: -30505800.000000 Penalty: 6176.272949
	Iteration 28Q: 3 clusters Score -3.05058e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 194317 members 
Entering Unmasked Estep 
Score: -30506070.000000 Penalty: 6176.272949
	Iteration 29Q: 3 clusters Score -3.050607e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 194754 members 
Entering Unmasked Estep 
Score: -30506398.000000 Penalty: 6176.272949
	Iteration 30Q: 3 clusters Score -3.05064e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 195207 members 
Entering Unmasked Estep 
Score: -30506420.000000 Penalty: 6176.272949
	Iteration 31Q: 3 clusters Score -3.050642e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 195687 members 
Entering Unmasked Estep 
Score: -30506582.000000 Penalty: 6176.272949
	Iteration 32Q: 3 clusters Score -3.050658e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 196215 members 
Entering Unmasked Estep 
Score: -30506712.000000 Penalty: 6176.272949
	Iteration 33Q: 3 clusters Score -3.050671e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 196746 members 
Entering Unmasked Estep 
Score: -30506882.000000 Penalty: 6176.272949
	Iteration 34Q: 3 clusters Score -3.050688e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 197259 members 
Entering Unmasked Estep 
Score: -30506934.000000 Penalty: 6176.272949
	Iteration 35Q: 3 clusters Score -3.050693e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 197758 members 
Entering Unmasked Estep 
Score: -30507208.000000 Penalty: 6176.272949
	Iteration 36Q: 3 clusters Score -3.050721e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 198226 members 
Entering Unmasked Estep 
Score: -30507210.000000 Penalty: 6176.272949
	Iteration 37Q: 3 clusters Score -3.050721e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 198664 members 
Entering Unmasked Estep 
Score: -30507328.000000 Penalty: 6176.272949
	Iteration 38Q: 3 clusters Score -3.050733e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 199163 members 
Entering Unmasked Estep 
Score: -30507438.000000 Penalty: 6176.272949
	Iteration 39Q: 3 clusters Score -3.050744e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 199610 members 
Entering Unmasked Estep 
Score: -30507454.000000 Penalty: 6176.272949
	Iteration 40F: 3 clusters Score -3.050745e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 200063 members 
Entering Unmasked Estep 
Score: -30507556.000000 Penalty: 6176.272949
	Iteration 41Q: 3 clusters Score -3.050756e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 200508 members 
Entering Unmasked Estep 
Score: -30507532.000000 Penalty: 6176.272949
	Iteration 42Q: 3 clusters Score -3.050753e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 200971 members 
Entering Unmasked Estep 
Score: -30507578.000000 Penalty: 6176.272949
	Iteration 43Q: 3 clusters Score -3.050758e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 201424 members 
Entering Unmasked Estep 
Score: -30507544.000000 Penalty: 6176.272949
	Iteration 44Q: 3 clusters Score -3.050754e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 201898 members 
Entering Unmasked Estep 
Score: -30507640.000000 Penalty: 6176.272949
	Iteration 45Q: 3 clusters Score -3.050764e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 202393 members 
Entering Unmasked Estep 
Score: -30507646.000000 Penalty: 6176.272949
	Iteration 46Q: 3 clusters Score -3.050765e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 202942 members 
Entering Unmasked Estep 
Score: -30507532.000000 Penalty: 6176.272949
	Iteration 47Q: 3 clusters Score -3.050753e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 203406 members 
Entering Unmasked Estep 
Score: -30507522.000000 Penalty: 6176.272949
	Iteration 48Q: 3 clusters Score -3.050752e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 203859 members 
Entering Unmasked Estep 
Score: -30507490.000000 Penalty: 6176.272949
	Iteration 49Q: 3 clusters Score -3.050749e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 204261 members 
Entering Unmasked Estep 
Score: -30507434.000000 Penalty: 6176.272949
	Iteration 50Q: 3 clusters Score -3.050743e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 204665 members 
Entering Unmasked Estep 
Score: -30507414.000000 Penalty: 6176.272949
	Iteration 51Q: 3 clusters Score -3.050741e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 205116 members 
Entering Unmasked Estep 
Score: -30507414.000000 Penalty: 6176.272949
	Iteration 52Q: 3 clusters Score -3.050741e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 205529 members 
Entering Unmasked Estep 
Score: -30507336.000000 Penalty: 6176.272949
	Iteration 53Q: 3 clusters Score -3.050734e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 205946 members 
Entering Unmasked Estep 
Score: -30507280.000000 Penalty: 6176.272949
	Iteration 54Q: 3 clusters Score -3.050728e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 206357 members 
Entering Unmasked Estep 
Score: -30507178.000000 Penalty: 6176.272949
	Iteration 55Q: 3 clusters Score -3.050718e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 206745 members 
Entering Unmasked Estep 
Score: -30507172.000000 Penalty: 6176.272949
	Iteration 56Q: 3 clusters Score -3.050717e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 207111 members 
Entering Unmasked Estep 
Score: -30507068.000000 Penalty: 6176.272949
	Iteration 57Q: 3 clusters Score -3.050707e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 207439 members 
Entering Unmasked Estep 
Score: -30507008.000000 Penalty: 6176.272949
	Iteration 58Q: 3 clusters Score -3.050701e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 207767 members 
Entering Unmasked Estep 
Score: -30507020.000000 Penalty: 6176.272949
	Iteration 59Q: 3 clusters Score -3.050702e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 208094 members 
Entering Unmasked Estep 
Score: -30506910.000000 Penalty: 6176.272949
	Iteration 60F: 3 clusters Score -3.050691e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 208433 members 
Entering Unmasked Estep 
Score: -30506884.000000 Penalty: 6176.272949
	Iteration 61Q: 3 clusters Score -3.050688e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 208764 members 
Entering Unmasked Estep 
Score: -30506796.000000 Penalty: 6176.272949
	Iteration 62Q: 3 clusters Score -3.05068e+07 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 209111 members 
Entering Unmasked Estep 
Score: -30506658.000000 Penalty: 6176.272949
	Iteration 63Q: 3 clusters Score -3.050666e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 209448 members 
Entering Unmasked Estep 
Score: -30506642.000000 Penalty: 6176.272949
	Iteration 64Q: 3 clusters Score -3.050664e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 209759 members 
Entering Unmasked Estep 
Score: -30506558.000000 Penalty: 6176.272949
	Iteration 65Q: 3 clusters Score -3.050656e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 210071 members 
Entering Unmasked Estep 
Score: -30506582.000000 Penalty: 6176.272949
	Iteration 66Q: 3 clusters Score -3.050658e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 210378 members 
Entering Unmasked Estep 
Score: -30506544.000000 Penalty: 6176.272949
	Iteration 67Q: 3 clusters Score -3.050654e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 210683 members 
Entering Unmasked Estep 
Score: -30506488.000000 Penalty: 6176.272949
	Iteration 68Q: 3 clusters Score -3.050649e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 210988 members 
Entering Unmasked Estep 
Score: -30506420.000000 Penalty: 6176.272949
	Iteration 69Q: 3 clusters Score -3.050642e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 211256 members 
Entering Unmasked Estep 
Score: -30506436.000000 Penalty: 6176.272949
	Iteration 70Q: 3 clusters Score -3.050644e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 211526 members 
Entering Unmasked Estep 
Score: -30506410.000000 Penalty: 6176.272949
	Iteration 71Q: 3 clusters Score -3.050641e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 211778 members 
Entering Unmasked Estep 
Score: -30506336.000000 Penalty: 6176.272949
	Iteration 72Q: 3 clusters Score -3.050634e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 212056 members 
Entering Unmasked Estep 
Score: -30506278.000000 Penalty: 6176.272949
	Iteration 73Q: 3 clusters Score -3.050628e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 212331 members 
Entering Unmasked Estep 
Score: -30506292.000000 Penalty: 6176.272949
	Iteration 74Q: 3 clusters Score -3.050629e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 212619 members 
Entering Unmasked Estep 
Score: -30506178.000000 Penalty: 6176.272949
	Iteration 75Q: 3 clusters Score -3.050618e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 212904 members 
Entering Unmasked Estep 
Score: -30506148.000000 Penalty: 6176.272949
	Iteration 76Q: 3 clusters Score -3.050615e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 213196 members 
Entering Unmasked Estep 
Score: -30506138.000000 Penalty: 6176.272949
	Iteration 77Q: 3 clusters Score -3.050614e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 213472 members 
Entering Unmasked Estep 
Score: -30506092.000000 Penalty: 6176.272949
	Iteration 78Q: 3 clusters Score -3.050609e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 213741 members 
Entering Unmasked Estep 
Score: -30506084.000000 Penalty: 6176.272949
	Iteration 79Q: 3 clusters Score -3.050608e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 213996 members 
Entering Unmasked Estep 
Score: -30506044.000000 Penalty: 6176.272949
	Iteration 80F: 3 clusters Score -3.050604e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 214219 members 
Entering Unmasked Estep 
Score: -30506012.000000 Penalty: 6176.272949
	Iteration 81Q: 3 clusters Score -3.050601e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 214450 members 
Entering Unmasked Estep 
Score: -30505974.000000 Penalty: 6176.272949
	Iteration 82Q: 3 clusters Score -3.050597e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 214674 members 
Entering Unmasked Estep 
Score: -30505968.000000 Penalty: 6176.272949
	Iteration 83Q: 3 clusters Score -3.050597e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 214892 members 
Entering Unmasked Estep 
Score: -30505934.000000 Penalty: 6176.272949
	Iteration 84Q: 3 clusters Score -3.050593e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 215123 members 
Entering Unmasked Estep 
Score: -30505826.000000 Penalty: 6176.272949
	Iteration 85Q: 3 clusters Score -3.050583e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 215366 members 
Entering Unmasked Estep 
Score: -30505766.000000 Penalty: 6176.272949
	Iteration 86Q: 3 clusters Score -3.050577e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 215588 members 
Entering Unmasked Estep 
Score: -30505734.000000 Penalty: 6176.272949
	Iteration 87Q: 3 clusters Score -3.050573e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 215786 members 
Entering Unmasked Estep 
Score: -30505704.000000 Penalty: 6176.272949
	Iteration 88Q: 3 clusters Score -3.05057e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 215965 members 
Entering Unmasked Estep 
Score: -30505650.000000 Penalty: 6176.272949
	Iteration 89Q: 3 clusters Score -3.050565e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 216144 members 
Entering Unmasked Estep 
Score: -30505640.000000 Penalty: 6176.272949
	Iteration 90Q: 3 clusters Score -3.050564e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 216312 members 
Entering Unmasked Estep 
Score: -30505616.000000 Penalty: 6176.272949
	Iteration 91Q: 3 clusters Score -3.050562e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 216461 members 
Entering Unmasked Estep 
Score: -30505570.000000 Penalty: 6176.272949
	Iteration 92Q: 3 clusters Score -3.050557e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 216585 members 
Entering Unmasked Estep 
Score: -30505552.000000 Penalty: 6176.272949
	Iteration 93Q: 3 clusters Score -3.050555e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 216719 members 
Entering Unmasked Estep 
Score: -30505508.000000 Penalty: 6176.272949
	Iteration 94Q: 3 clusters Score -3.050551e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 216848 members 
Entering Unmasked Estep 
Score: -30505428.000000 Penalty: 6176.272949
	Iteration 95Q: 3 clusters Score -3.050543e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 216952 members 
Entering Unmasked Estep 
Score: -30505420.000000 Penalty: 6176.272949
	Iteration 96Q: 3 clusters Score -3.050542e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 217036 members 
Entering Unmasked Estep 
Score: -30505424.000000 Penalty: 6176.272949
	Iteration 97Q: 3 clusters Score -3.050542e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 217127 members 
Entering Unmasked Estep 
Score: -30505432.000000 Penalty: 6176.272949
	Iteration 98Q: 3 clusters Score -3.050543e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 217213 members 
Entering Unmasked Estep 
Score: -30505372.000000 Penalty: 6176.272949
	Iteration 99Q: 3 clusters Score -3.050537e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 217307 members 
Entering Unmasked Estep 
Score: -30505370.000000 Penalty: 6176.272949
	Iteration 100F: 3 clusters Score -3.050537e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 217387 members 
Entering Unmasked Estep 
Score: -30505380.000000 Penalty: 6176.272949
	Iteration 101Q: 3 clusters Score -3.050538e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 217477 members 
Entering Unmasked Estep 
Score: -30505376.000000 Penalty: 6176.272949
	Iteration 102Q: 3 clusters Score -3.050538e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 217563 members 
Entering Unmasked Estep 
Score: -30505352.000000 Penalty: 6176.272949
	Iteration 103Q: 3 clusters Score -3.050535e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 217647 members 
Entering Unmasked Estep 
Score: -30505314.000000 Penalty: 6176.272949
	Iteration 104Q: 3 clusters Score -3.050531e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 217731 members 
Entering Unmasked Estep 
Score: -30505296.000000 Penalty: 6176.272949
	Iteration 105Q: 3 clusters Score -3.05053e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 217813 members 
Entering Unmasked Estep 
Score: -30505210.000000 Penalty: 6176.272949
	Iteration 106Q: 3 clusters Score -3.050521e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 217886 members 
Entering Unmasked Estep 
Score: -30505192.000000 Penalty: 6176.272949
	Iteration 107Q: 3 clusters Score -3.050519e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 217953 members 
Entering Unmasked Estep 
Score: -30505218.000000 Penalty: 6176.272949
	Iteration 108Q: 3 clusters Score -3.050522e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 218027 members 
Entering Unmasked Estep 
Score: -30505204.000000 Penalty: 6176.272949
	Iteration 109Q: 3 clusters Score -3.05052e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 218101 members 
Entering Unmasked Estep 
Score: -30505188.000000 Penalty: 6176.272949
	Iteration 110Q: 3 clusters Score -3.050519e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 218169 members 
Entering Unmasked Estep 
Score: -30505162.000000 Penalty: 6176.272949
	Iteration 111Q: 3 clusters Score -3.050516e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 218225 members 
Entering Unmasked Estep 
Score: -30505160.000000 Penalty: 6176.272949
	Iteration 112Q: 3 clusters Score -3.050516e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 218286 members 
Entering Unmasked Estep 
Score: -30505148.000000 Penalty: 6176.272949
	Iteration 113Q: 3 clusters Score -3.050515e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 218347 members 
Entering Unmasked Estep 
Score: -30505124.000000 Penalty: 6176.272949
	Iteration 114Q: 3 clusters Score -3.050512e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 218403 members 
Entering Unmasked Estep 
Score: -30505084.000000 Penalty: 6176.272949
	Iteration 115Q: 3 clusters Score -3.050508e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 218455 members 
Entering Unmasked Estep 
Score: -30505084.000000 Penalty: 6176.272949
	Iteration 116Q: 3 clusters Score -3.050508e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 218502 members 
Entering Unmasked Estep 
Score: -30505064.000000 Penalty: 6176.272949
	Iteration 117Q: 3 clusters Score -3.050506e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 218552 members 
Entering Unmasked Estep 
Score: -30505074.000000 Penalty: 6176.272949
	Iteration 118Q: 3 clusters Score -3.050507e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 218604 members 
Entering Unmasked Estep 
Score: -30505064.000000 Penalty: 6176.272949
	Iteration 119Q: 3 clusters Score -3.050506e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 218669 members 
Entering Unmasked Estep 
Score: -30505100.000000 Penalty: 6176.272949
	Iteration 120F: 3 clusters Score -3.05051e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 218730 members 
Entering Unmasked Estep 
Score: -30505090.000000 Penalty: 6176.272949
	Iteration 121Q: 3 clusters Score -3.050509e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 218796 members 
Entering Unmasked Estep 
Score: -30505064.000000 Penalty: 6176.272949
	Iteration 122Q: 3 clusters Score -3.050506e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 218852 members 
Entering Unmasked Estep 
Score: -30505050.000000 Penalty: 6176.272949
	Iteration 123Q: 3 clusters Score -3.050505e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 218905 members 
Entering Unmasked Estep 
Score: -30505062.000000 Penalty: 6176.272949
	Iteration 124Q: 3 clusters Score -3.050506e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 218964 members 
Entering Unmasked Estep 
Score: -30505026.000000 Penalty: 6176.272949
	Iteration 125Q: 3 clusters Score -3.050503e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 219035 members 
Entering Unmasked Estep 
Score: -30505016.000000 Penalty: 6176.272949
	Iteration 126Q: 3 clusters Score -3.050502e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 219093 members 
Entering Unmasked Estep 
Score: -30505054.000000 Penalty: 6176.272949
	Iteration 127Q: 3 clusters Score -3.050505e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 219163 members 
Entering Unmasked Estep 
Score: -30504992.000000 Penalty: 6176.272949
	Iteration 128Q: 3 clusters Score -3.050499e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 219230 members 
Entering Unmasked Estep 
Score: -30505012.000000 Penalty: 6176.272949
	Iteration 129Q: 3 clusters Score -3.050501e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 219298 members 
Entering Unmasked Estep 
Score: -30504984.000000 Penalty: 6176.272949
	Iteration 130Q: 3 clusters Score -3.050498e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 219363 members 
Entering Unmasked Estep 
Score: -30504978.000000 Penalty: 6176.272949
	Iteration 131Q: 3 clusters Score -3.050498e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 219438 members 
Entering Unmasked Estep 
Score: -30505026.000000 Penalty: 6176.272949
	Iteration 132Q: 3 clusters Score -3.050503e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 219515 members 
Entering Unmasked Estep 
Score: -30505038.000000 Penalty: 6176.272949
	Iteration 133Q: 3 clusters Score -3.050504e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 219594 members 
Entering Unmasked Estep 
Score: -30505068.000000 Penalty: 6176.272949
	Iteration 134Q: 3 clusters Score -3.050507e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 219657 members 
Entering Unmasked Estep 
Score: -30505096.000000 Penalty: 6176.272949
	Iteration 135Q: 3 clusters Score -3.05051e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 219724 members 
Entering Unmasked Estep 
Score: -30505044.000000 Penalty: 6176.272949
	Iteration 136Q: 3 clusters Score -3.050504e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 219791 members 
Entering Unmasked Estep 
Score: -30505070.000000 Penalty: 6176.272949
	Iteration 137Q: 3 clusters Score -3.050507e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 219869 members 
Entering Unmasked Estep 
Score: -30505056.000000 Penalty: 6176.272949
	Iteration 138Q: 3 clusters Score -3.050506e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 219945 members 
Entering Unmasked Estep 
Score: -30505040.000000 Penalty: 6176.272949
	Iteration 139Q: 3 clusters Score -3.050504e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 220018 members 
Entering Unmasked Estep 
Score: -30505078.000000 Penalty: 6176.272949
	Iteration 140F: 3 clusters Score -3.050508e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 220099 members 
Entering Unmasked Estep 
Score: -30505062.000000 Penalty: 6176.272949
	Iteration 141Q: 3 clusters Score -3.050506e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 220186 members 
Entering Unmasked Estep 
Score: -30505038.000000 Penalty: 6176.272949
	Iteration 142Q: 3 clusters Score -3.050504e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 220275 members 
Entering Unmasked Estep 
Score: -30505004.000000 Penalty: 6176.272949
	Iteration 143Q: 3 clusters Score -3.0505e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 220371 members 
Entering Unmasked Estep 
Score: -30505000.000000 Penalty: 6176.272949
	Iteration 144Q: 3 clusters Score -3.0505e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 220470 members 
Entering Unmasked Estep 
Score: -30505042.000000 Penalty: 6176.272949
	Iteration 145Q: 3 clusters Score -3.050504e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 220576 members 
Entering Unmasked Estep 
Score: -30505056.000000 Penalty: 6176.272949
	Iteration 146Q: 3 clusters Score -3.050506e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 220691 members 
Entering Unmasked Estep 
Score: -30505036.000000 Penalty: 6176.272949
	Iteration 147Q: 3 clusters Score -3.050504e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 220814 members 
Entering Unmasked Estep 
Score: -30505060.000000 Penalty: 6176.272949
	Iteration 148Q: 3 clusters Score -3.050506e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 220953 members 
Entering Unmasked Estep 
Score: -30505070.000000 Penalty: 6176.272949
	Iteration 149Q: 3 clusters Score -3.050507e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 221100 members 
Entering Unmasked Estep 
Score: -30505040.000000 Penalty: 6176.272949
	Iteration 150Q: 3 clusters Score -3.050504e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 221245 members 
Entering Unmasked Estep 
Score: -30505118.000000 Penalty: 6176.272949
	Iteration 151Q: 3 clusters Score -3.050512e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 221382 members 
Entering Unmasked Estep 
Score: -30505112.000000 Penalty: 6176.272949
	Iteration 152Q: 3 clusters Score -3.050511e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 221503 members 
Entering Unmasked Estep 
Score: -30505096.000000 Penalty: 6176.272949
	Iteration 153Q: 3 clusters Score -3.05051e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 221604 members 
Entering Unmasked Estep 
Score: -30505088.000000 Penalty: 6176.272949
	Iteration 154Q: 3 clusters Score -3.050509e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 221708 members 
Entering Unmasked Estep 
Score: -30505084.000000 Penalty: 6176.272949
	Iteration 155Q: 3 clusters Score -3.050508e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 221812 members 
Entering Unmasked Estep 
Score: -30505002.000000 Penalty: 6176.272949
	Iteration 156Q: 3 clusters Score -3.0505e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 221907 members 
Entering Unmasked Estep 
Score: -30505036.000000 Penalty: 6176.272949
	Iteration 157Q: 3 clusters Score -3.050504e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 222001 members 
Entering Unmasked Estep 
Score: -30505028.000000 Penalty: 6176.272949
	Iteration 158Q: 3 clusters Score -3.050503e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 222094 members 
Entering Unmasked Estep 
Score: -30504996.000000 Penalty: 6176.272949
	Iteration 159Q: 3 clusters Score -3.0505e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 222193 members 
Entering Unmasked Estep 
Score: -30504970.000000 Penalty: 6176.272949
	Iteration 160F: 3 clusters Score -3.050497e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 222286 members 
Entering Unmasked Estep 
Score: -30504904.000000 Penalty: 6176.272949
	Iteration 161Q: 3 clusters Score -3.05049e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 222374 members 
Entering Unmasked Estep 
Score: -30504872.000000 Penalty: 6176.272949
	Iteration 162Q: 3 clusters Score -3.050487e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 222452 members 
Entering Unmasked Estep 
Score: -30504878.000000 Penalty: 6176.272949
	Iteration 163Q: 3 clusters Score -3.050488e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 222526 members 
Entering Unmasked Estep 
Score: -30504898.000000 Penalty: 6176.272949
	Iteration 164Q: 3 clusters Score -3.05049e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 222598 members 
Entering Unmasked Estep 
Score: -30504876.000000 Penalty: 6176.272949
	Iteration 165Q: 3 clusters Score -3.050488e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 222668 members 
Entering Unmasked Estep 
Score: -30504852.000000 Penalty: 6176.272949
	Iteration 166Q: 3 clusters Score -3.050485e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 222739 members 
Entering Unmasked Estep 
Score: -30504782.000000 Penalty: 6176.272949
	Iteration 167Q: 3 clusters Score -3.050478e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 222816 members 
Entering Unmasked Estep 
Score: -30504752.000000 Penalty: 6176.272949
	Iteration 168Q: 3 clusters Score -3.050475e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 222897 members 
Entering Unmasked Estep 
Score: -30504784.000000 Penalty: 6176.272949
	Iteration 169Q: 3 clusters Score -3.050478e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 222981 members 
Entering Unmasked Estep 
Score: -30504822.000000 Penalty: 6176.272949
	Iteration 170Q: 3 clusters Score -3.050482e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 223070 members 
Entering Unmasked Estep 
Score: -30504824.000000 Penalty: 6176.272949
	Iteration 171Q: 3 clusters Score -3.050482e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 223181 members 
Entering Unmasked Estep 
Score: -30504752.000000 Penalty: 6176.272949
	Iteration 172Q: 3 clusters Score -3.050475e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 223293 members 
Entering Unmasked Estep 
Score: -30504774.000000 Penalty: 6176.272949
	Iteration 173Q: 3 clusters Score -3.050477e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 223408 members 
Entering Unmasked Estep 
Score: -30504748.000000 Penalty: 6176.272949
	Iteration 174Q: 3 clusters Score -3.050475e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 223508 members 
Entering Unmasked Estep 
Score: -30504768.000000 Penalty: 6176.272949
	Iteration 175Q: 3 clusters Score -3.050477e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 223598 members 
Entering Unmasked Estep 
Score: -30504754.000000 Penalty: 6176.272949
	Iteration 176Q: 3 clusters Score -3.050475e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 223688 members 
Entering Unmasked Estep 
Score: -30504766.000000 Penalty: 6176.272949
	Iteration 177Q: 3 clusters Score -3.050477e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 223769 members 
Entering Unmasked Estep 
Score: -30504740.000000 Penalty: 6176.272949
	Iteration 178Q: 3 clusters Score -3.050474e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 223848 members 
Entering Unmasked Estep 
Score: -30504712.000000 Penalty: 6176.272949
	Iteration 179Q: 3 clusters Score -3.050471e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 223927 members 
Entering Unmasked Estep 
Score: -30504742.000000 Penalty: 6176.272949
	Iteration 180F: 3 clusters Score -3.050474e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 223996 members 
Entering Unmasked Estep 
Score: -30504724.000000 Penalty: 6176.272949
	Iteration 181Q: 3 clusters Score -3.050472e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 224059 members 
Entering Unmasked Estep 
Score: -30504712.000000 Penalty: 6176.272949
	Iteration 182Q: 3 clusters Score -3.050471e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 224111 members 
Entering Unmasked Estep 
Score: -30504700.000000 Penalty: 6176.272949
	Iteration 183Q: 3 clusters Score -3.05047e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 224177 members 
Entering Unmasked Estep 
Score: -30504664.000000 Penalty: 6176.272949
	Iteration 184Q: 3 clusters Score -3.050466e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 224240 members 
Entering Unmasked Estep 
Score: -30504672.000000 Penalty: 6176.272949
	Iteration 185Q: 3 clusters Score -3.050467e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 224300 members 
Entering Unmasked Estep 
Score: -30504654.000000 Penalty: 6176.272949
	Iteration 186Q: 3 clusters Score -3.050465e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 224361 members 
Entering Unmasked Estep 
Score: -30504640.000000 Penalty: 6176.272949
	Iteration 187Q: 3 clusters Score -3.050464e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 224412 members 
Entering Unmasked Estep 
Score: -30504650.000000 Penalty: 6176.272949
	Iteration 188Q: 3 clusters Score -3.050465e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 224461 members 
Entering Unmasked Estep 
Score: -30504662.000000 Penalty: 6176.272949
	Iteration 189Q: 3 clusters Score -3.050466e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 224509 members 
Entering Unmasked Estep 
Score: -30504606.000000 Penalty: 6176.272949
	Iteration 190Q: 3 clusters Score -3.050461e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 224564 members 
Entering Unmasked Estep 
Score: -30504634.000000 Penalty: 6176.272949
	Iteration 191Q: 3 clusters Score -3.050463e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 224621 members 
Entering Unmasked Estep 
Score: -30504638.000000 Penalty: 6176.272949
	Iteration 192Q: 3 clusters Score -3.050464e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 224695 members 
Entering Unmasked Estep 
Score: -30504564.000000 Penalty: 6176.272949
	Iteration 193Q: 3 clusters Score -3.050456e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 224757 members 
Entering Unmasked Estep 
Score: -30504570.000000 Penalty: 6176.272949
	Iteration 194Q: 3 clusters Score -3.050457e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 224819 members 
Entering Unmasked Estep 
Score: -30504568.000000 Penalty: 6176.272949
	Iteration 195Q: 3 clusters Score -3.050457e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 224883 members 
Entering Unmasked Estep 
Score: -30504568.000000 Penalty: 6176.272949
	Iteration 196Q: 3 clusters Score -3.050457e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 224943 members 
Entering Unmasked Estep 
Score: -30504570.000000 Penalty: 6176.272949
	Iteration 197Q: 3 clusters Score -3.050457e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 225001 members 
Entering Unmasked Estep 
Score: -30504576.000000 Penalty: 6176.272949
	Iteration 198Q: 3 clusters Score -3.050458e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 225059 members 
Entering Unmasked Estep 
Score: -30504616.000000 Penalty: 6176.272949
	Iteration 199Q: 3 clusters Score -3.050462e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 225125 members 
Entering Unmasked Estep 
Score: -30504620.000000 Penalty: 6176.272949
	Iteration 200F: 3 clusters Score -3.050462e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 225177 members 
Entering Unmasked Estep 
Score: -30504576.000000 Penalty: 6176.272949
	Iteration 201Q: 3 clusters Score -3.050458e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 225231 members 
Entering Unmasked Estep 
Score: -30504606.000000 Penalty: 6176.272949
	Iteration 202Q: 3 clusters Score -3.050461e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 225292 members 
Entering Unmasked Estep 
Score: -30504606.000000 Penalty: 6176.272949
	Iteration 203Q: 3 clusters Score -3.050461e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 225367 members 
Entering Unmasked Estep 
Score: -30504606.000000 Penalty: 6176.272949
	Iteration 204Q: 3 clusters Score -3.050461e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 225431 members 
Entering Unmasked Estep 
Score: -30504636.000000 Penalty: 6176.272949
	Iteration 205Q: 3 clusters Score -3.050464e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 225507 members 
Entering Unmasked Estep 
Score: -30504596.000000 Penalty: 6176.272949
	Iteration 206Q: 3 clusters Score -3.05046e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 225591 members 
Entering Unmasked Estep 
Score: -30504560.000000 Penalty: 6176.272949
	Iteration 207Q: 3 clusters Score -3.050456e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 225666 members 
Entering Unmasked Estep 
Score: -30504562.000000 Penalty: 6176.272949
	Iteration 208Q: 3 clusters Score -3.050456e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 225748 members 
Entering Unmasked Estep 
Score: -30504542.000000 Penalty: 6176.272949
	Iteration 209Q: 3 clusters Score -3.050454e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 225842 members 
Entering Unmasked Estep 
Score: -30504542.000000 Penalty: 6176.272949
	Iteration 210Q: 3 clusters Score -3.050454e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 225941 members 
Entering Unmasked Estep 
Score: -30504554.000000 Penalty: 6176.272949
	Iteration 211Q: 3 clusters Score -3.050455e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 226036 members 
Entering Unmasked Estep 
Score: -30504512.000000 Penalty: 6176.272949
	Iteration 212Q: 3 clusters Score -3.050451e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 226115 members 
Entering Unmasked Estep 
Score: -30504468.000000 Penalty: 6176.272949
	Iteration 213Q: 3 clusters Score -3.050447e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 226202 members 
Entering Unmasked Estep 
Score: -30504492.000000 Penalty: 6176.272949
	Iteration 214Q: 3 clusters Score -3.050449e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 226305 members 
Entering Unmasked Estep 
Score: -30504436.000000 Penalty: 6176.272949
	Iteration 215Q: 3 clusters Score -3.050444e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 226399 members 
Entering Unmasked Estep 
Score: -30504462.000000 Penalty: 6176.272949
	Iteration 216Q: 3 clusters Score -3.050446e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 226488 members 
Entering Unmasked Estep 
Score: -30504492.000000 Penalty: 6176.272949
	Iteration 217Q: 3 clusters Score -3.050449e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 226569 members 
Entering Unmasked Estep 
Score: -30504462.000000 Penalty: 6176.272949
	Iteration 218Q: 3 clusters Score -3.050446e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 226637 members 
Entering Unmasked Estep 
Score: -30504458.000000 Penalty: 6176.272949
	Iteration 219Q: 3 clusters Score -3.050446e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 226686 members 
Entering Unmasked Estep 
Score: -30504460.000000 Penalty: 6176.272949
	Iteration 220F: 3 clusters Score -3.050446e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 226738 members 
Entering Unmasked Estep 
Score: -30504476.000000 Penalty: 6176.272949
	Iteration 221Q: 3 clusters Score -3.050448e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 226789 members 
Entering Unmasked Estep 
Score: -30504482.000000 Penalty: 6176.272949
	Iteration 222Q: 3 clusters Score -3.050448e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 226832 members 
Entering Unmasked Estep 
Score: -30504456.000000 Penalty: 6176.272949
	Iteration 223Q: 3 clusters Score -3.050446e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 226870 members 
Entering Unmasked Estep 
Score: -30504476.000000 Penalty: 6176.272949
	Iteration 224Q: 3 clusters Score -3.050448e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 226908 members 
Entering Unmasked Estep 
Score: -30504456.000000 Penalty: 6176.272949
	Iteration 225Q: 3 clusters Score -3.050446e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 226956 members 
Entering Unmasked Estep 
Score: -30504462.000000 Penalty: 6176.272949
	Iteration 226Q: 3 clusters Score -3.050446e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 226991 members 
Entering Unmasked Estep 
Score: -30504474.000000 Penalty: 6176.272949
	Iteration 227Q: 3 clusters Score -3.050447e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 227020 members 
Entering Unmasked Estep 
Score: -30504486.000000 Penalty: 6176.272949
	Iteration 228Q: 3 clusters Score -3.050449e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 227053 members 
Entering Unmasked Estep 
Score: -30504498.000000 Penalty: 6176.272949
	Iteration 229Q: 3 clusters Score -3.05045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 227076 members 
Entering Unmasked Estep 
Score: -30504506.000000 Penalty: 6176.272949
	Iteration 230Q: 3 clusters Score -3.050451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 227096 members 
Entering Unmasked Estep 
Score: -30504498.000000 Penalty: 6176.272949
	Iteration 231Q: 3 clusters Score -3.05045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 227114 members 
Entering Unmasked Estep 
Score: -30504484.000000 Penalty: 6176.272949
	Iteration 232Q: 3 clusters Score -3.050448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 227133 members 
Entering Unmasked Estep 
Score: -30504486.000000 Penalty: 6176.272949
	Iteration 233Q: 3 clusters Score -3.050449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 227149 members 
Entering Unmasked Estep 
Score: -30504502.000000 Penalty: 6176.272949
	Iteration 234Q: 3 clusters Score -3.05045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 227165 members 
Entering Unmasked Estep 
Score: -30504496.000000 Penalty: 6176.272949
	Iteration 235Q: 3 clusters Score -3.05045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 227179 members 
Entering Unmasked Estep 
Score: -30504502.000000 Penalty: 6176.272949
	Iteration 236Q: 3 clusters Score -3.05045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 227200 members 
Entering Unmasked Estep 
Score: -30504482.000000 Penalty: 6176.272949
	Iteration 237Q: 3 clusters Score -3.050448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 227219 members 
Entering Unmasked Estep 
Score: -30504474.000000 Penalty: 6176.272949
	Iteration 238Q: 3 clusters Score -3.050447e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 227238 members 
Entering Unmasked Estep 
Score: -30504510.000000 Penalty: 6176.272949
	Iteration 239Q: 3 clusters Score -3.050451e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 227263 members 
Entering Unmasked Estep 
Score: -30504512.000000 Penalty: 6176.272949
	Iteration 240F: 3 clusters Score -3.050451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 227275 members 
Entering Unmasked Estep 
Score: -30504476.000000 Penalty: 6176.272949
	Iteration 241Q: 3 clusters Score -3.050448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 227286 members 
Entering Unmasked Estep 
Score: -30504468.000000 Penalty: 6176.272949
	Iteration 242Q: 3 clusters Score -3.050447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 227298 members 
Entering Unmasked Estep 
Score: -30504476.000000 Penalty: 6176.272949
	Iteration 243Q: 3 clusters Score -3.050448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 227305 members 
Entering Unmasked Estep 
Score: -30504462.000000 Penalty: 6176.272949
	Iteration 244Q: 3 clusters Score -3.050446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 227312 members 
Entering Unmasked Estep 
Score: -30504462.000000 Penalty: 6176.272949
	Iteration 245Q: 3 clusters Score -3.050446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 227325 members 
Entering Unmasked Estep 
Score: -30504438.000000 Penalty: 6176.272949
	Iteration 246Q: 3 clusters Score -3.050444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 227335 members 
Entering Unmasked Estep 
Score: -30504408.000000 Penalty: 6176.272949
	Iteration 247Q: 3 clusters Score -3.050441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 227343 members 
Entering Unmasked Estep 
Score: -30504418.000000 Penalty: 6176.272949
	Iteration 248Q: 3 clusters Score -3.050442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 227350 members 
Entering Unmasked Estep 
Score: -30504428.000000 Penalty: 6176.272949
	Iteration 249Q: 3 clusters Score -3.050443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 227361 members 
Entering Unmasked Estep 
Score: -30504436.000000 Penalty: 6176.272949
	Iteration 250Q: 3 clusters Score -3.050444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 227375 members 
Entering Unmasked Estep 
Score: -30504420.000000 Penalty: 6176.272949
	Iteration 251Q: 3 clusters Score -3.050442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 227390 members 
Entering Unmasked Estep 
Score: -30504430.000000 Penalty: 6176.272949
	Iteration 252Q: 3 clusters Score -3.050443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 227404 members 
Entering Unmasked Estep 
Score: -30504412.000000 Penalty: 6176.272949
	Iteration 253Q: 3 clusters Score -3.050441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 227430 members 
Entering Unmasked Estep 
Score: -30504426.000000 Penalty: 6176.272949
	Iteration 254Q: 3 clusters Score -3.050443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 227448 members 
Entering Unmasked Estep 
Score: -30504396.000000 Penalty: 6176.272949
	Iteration 255Q: 3 clusters Score -3.05044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 227468 members 
Entering Unmasked Estep 
Score: -30504398.000000 Penalty: 6176.272949
	Iteration 256Q: 3 clusters Score -3.05044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 227487 members 
Entering Unmasked Estep 
Score: -30504408.000000 Penalty: 6176.272949
	Iteration 257Q: 3 clusters Score -3.050441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 227499 members 
Entering Unmasked Estep 
Score: -30504412.000000 Penalty: 6176.272949
	Iteration 258Q: 3 clusters Score -3.050441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 227510 members 
Entering Unmasked Estep 
Score: -30504410.000000 Penalty: 6176.272949
	Iteration 259Q: 3 clusters Score -3.050441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 227518 members 
Entering Unmasked Estep 
Score: -30504400.000000 Penalty: 6176.272949
	Iteration 260F: 3 clusters Score -3.05044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 227531 members 
Entering Unmasked Estep 
Score: -30504390.000000 Penalty: 6176.272949
	Iteration 261Q: 3 clusters Score -3.050439e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 227551 members 
Entering Unmasked Estep 
Score: -30504400.000000 Penalty: 6176.272949
	Iteration 262Q: 3 clusters Score -3.05044e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 227572 members 
Entering Unmasked Estep 
Score: -30504404.000000 Penalty: 6176.272949
	Iteration 263Q: 3 clusters Score -3.05044e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 227607 members 
Entering Unmasked Estep 
Score: -30504404.000000 Penalty: 6176.272949
	Iteration 264Q: 3 clusters Score -3.05044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 227637 members 
Entering Unmasked Estep 
Score: -30504444.000000 Penalty: 6176.272949
	Iteration 265Q: 3 clusters Score -3.050444e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 227665 members 
Entering Unmasked Estep 
Score: -30504418.000000 Penalty: 6176.272949
	Iteration 266Q: 3 clusters Score -3.050442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 227693 members 
Entering Unmasked Estep 
Score: -30504402.000000 Penalty: 6176.272949
	Iteration 267Q: 3 clusters Score -3.05044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 227714 members 
Entering Unmasked Estep 
Score: -30504412.000000 Penalty: 6176.272949
	Iteration 268Q: 3 clusters Score -3.050441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 227729 members 
Entering Unmasked Estep 
Score: -30504404.000000 Penalty: 6176.272949
	Iteration 269Q: 3 clusters Score -3.05044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 227742 members 
Entering Unmasked Estep 
Score: -30504386.000000 Penalty: 6176.272949
	Iteration 270Q: 3 clusters Score -3.050439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 227750 members 
Entering Unmasked Estep 
Score: -30504384.000000 Penalty: 6176.272949
	Iteration 271Q: 3 clusters Score -3.050438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 227760 members 
Entering Unmasked Estep 
Score: -30504390.000000 Penalty: 6176.272949
	Iteration 272Q: 3 clusters Score -3.050439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 227773 members 
Entering Unmasked Estep 
Score: -30504398.000000 Penalty: 6176.272949
	Iteration 273Q: 3 clusters Score -3.05044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 227780 members 
Entering Unmasked Estep 
Score: -30504406.000000 Penalty: 6176.272949
	Iteration 274Q: 3 clusters Score -3.050441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 227789 members 
Entering Unmasked Estep 
Score: -30504428.000000 Penalty: 6176.272949
	Iteration 275Q: 3 clusters Score -3.050443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 227800 members 
Entering Unmasked Estep 
Score: -30504432.000000 Penalty: 6176.272949
	Iteration 276Q: 3 clusters Score -3.050443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 227804 members 
Entering Unmasked Estep 
Score: -30504422.000000 Penalty: 6176.272949
	Iteration 277Q: 3 clusters Score -3.050442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 227810 members 
Entering Unmasked Estep 
Score: -30504430.000000 Penalty: 6176.272949
	Iteration 278Q: 3 clusters Score -3.050443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 227814 members 
Entering Unmasked Estep 
Score: -30504430.000000 Penalty: 6176.272949
	Iteration 279Q: 3 clusters Score -3.050443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 227819 members 
Entering Unmasked Estep 
Score: -30504438.000000 Penalty: 6176.272949
	Iteration 280F: 3 clusters Score -3.050444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 227822 members 
Entering Unmasked Estep 
Score: -30504416.000000 Penalty: 6176.272949
	Iteration 281Q: 3 clusters Score -3.050442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 227825 members 
Entering Unmasked Estep 
Score: -30504424.000000 Penalty: 6176.272949
	Iteration 282Q: 3 clusters Score -3.050442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 227826 members 
Entering Unmasked Estep 
Score: -30504422.000000 Penalty: 6176.272949
	Iteration 283Q: 3 clusters Score -3.050442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 227826 members 
Entering Unmasked Estep 
Score: -30504422.000000 Penalty: 6176.272949
	Iteration 284F: 3 clusters Score -3.050442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218261 members 
Mstep: Class 2 contains 66326 members 
Mstep: Class 3 contains 8880 members 
Mstep: Class 4 contains 27977 members 
Mstep: Class 5 contains 43208 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 33931 members 
Mstep: Class 8 contains 13117 members 
Mstep: Class 9 contains 20630 members 
Mstep: Class 10 contains 36649 members 
Mstep: Class 11 contains 44171 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 73009 members 
Mstep: Class 15 contains 167656 members 
Mstep: Class 16 contains 94308 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 200507 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8926 members 
Mstep: Class 24 contains 227826 members 
Entering Unmasked Estep 
Score: -156006096.000000 Penalty: 83998.187500
Splitting cluster 4 changes total score from -156002656.000000 to -156006096.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (43208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Entering Unmasked Estep 
Score: -5039978.000000 Penalty: 2647.097900
	Iteration 0F: 2 clusters Score -5039978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -5010811.000000 Penalty: 5294.195801
	Iteration 0F: 3 clusters Score -5010811 nChanged 19892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -5021830.000000 Penalty: 5294.195801
	Iteration 1F: 3 clusters Score -5021830 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -5022603.500000 Penalty: 5294.195801
	Iteration 2Q: 3 clusters Score -5022604 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -5023442.500000 Penalty: 5294.195801
	Iteration 3Q: 3 clusters Score -5023442 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -5024594.500000 Penalty: 5294.195801
	Iteration 4Q: 3 clusters Score -5024594 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -5025993.000000 Penalty: 5294.195801
	Iteration 5F: 3 clusters Score -5025993 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -5027589.500000 Penalty: 5294.195801
	Iteration 6F: 3 clusters Score -5027590 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -5029330.000000 Penalty: 5294.195801
	Iteration 7F: 3 clusters Score -5029330 nChanged 2463
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5031050 nChanged 2310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5032615 nChanged 2029
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5033984 nChanged 1696
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5035068 nChanged 1320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5035814 nChanged 1068
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5036315 nChanged 841
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5036674 nChanged 705
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Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5036893 nChanged 597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5037082 nChanged 487
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Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5037230 nChanged 436
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Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5037338 nChanged 393
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Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5037440 nChanged 362
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Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5037516 nChanged 318
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Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5037574 nChanged 269
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Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5037624 nChanged 261
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Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5037714 nChanged 231
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Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5037732 nChanged 216
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Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5037782 nChanged 219
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Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5037824 nChanged 214
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Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5037854 nChanged 204
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Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5037877 nChanged 179
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Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5037902 nChanged 169
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Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5037933 nChanged 155
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Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5037966 nChanged 134
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Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5037983 nChanged 125
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Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5038020 nChanged 127
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Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5038033 nChanged 124
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Mstep: Class 1 contains 10286 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5038044 nChanged 159
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5038070 nChanged 146
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Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5038094 nChanged 121
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Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5038108 nChanged 106
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Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5038142 nChanged 104
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Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5038188 nChanged 117
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Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5038190 nChanged 117
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Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5038196 nChanged 127
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Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5038220 nChanged 132
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Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5038250 nChanged 129
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Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5038276 nChanged 126
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Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5038273 nChanged 117
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Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -5038279.500000 Penalty: 5294.195801
	Iteration 47Q: 3 clusters Score -5038280 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10225 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5038308 nChanged 109
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Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -5038312.000000 Penalty: 5294.195801
	Iteration 49Q: 3 clusters Score -5038312 nChanged 93
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Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5038339 nChanged 74
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Mstep: Class 1 contains 10173 members 
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Entering Unmasked Estep 
Score: -5038352.000000 Penalty: 5294.195801
	Iteration 51Q: 3 clusters Score -5038352 nChanged 68
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Mstep: Class 1 contains 10165 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5038356 nChanged 63
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Mstep: Class 1 contains 10146 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5038378 nChanged 63
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Mstep: Class 1 contains 10121 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5038360 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5038365 nChanged 56
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Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5038369 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10066 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5038374 nChanged 47
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Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5038365 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5038368 nChanged 29
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Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -5038376.000000 Penalty: 5294.195801
	Iteration 60F: 3 clusters Score -5038376 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10037 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5038374 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10027 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5038384 nChanged 29
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Mstep: Class 1 contains 10026 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5038396 nChanged 28
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Mstep: Class 1 contains 10024 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5038400 nChanged 28
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Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5038404 nChanged 30
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5038408 nChanged 25
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Mstep: Class 1 contains 10011 members 
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Entering Unmasked Estep 
Score: -5038420.500000 Penalty: 5294.195801
	Iteration 67Q: 3 clusters Score -5038420 nChanged 26
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Mstep: Class 1 contains 10013 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5038414 nChanged 20
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Mstep: Class 1 contains 10013 members 
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Entering Unmasked Estep 
Score: -5038413.000000 Penalty: 5294.195801
	Iteration 69Q: 3 clusters Score -5038413 nChanged 18
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Mstep: Class 1 contains 10005 members 
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Entering Unmasked Estep 
Score: -5038415.500000 Penalty: 5294.195801
	Iteration 70Q: 3 clusters Score -5038416 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -5038409.500000 Penalty: 5294.195801
	Iteration 71Q: 3 clusters Score -5038410 nChanged 23
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Mstep: Class 1 contains 9986 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5038416 nChanged 13
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5038425 nChanged 22
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	Iteration 74Q: 3 clusters Score -5038436 nChanged 21
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5038427 nChanged 17
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	Iteration 76Q: 3 clusters Score -5038432 nChanged 16
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5038437 nChanged 17
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	Iteration 78Q: 3 clusters Score -5038442 nChanged 23
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	Iteration 79Q: 3 clusters Score -5038448 nChanged 30
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	Iteration 80F: 3 clusters Score -5038444 nChanged 26
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	Iteration 81Q: 3 clusters Score -5038432 nChanged 16
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	Iteration 82Q: 3 clusters Score -5038432 nChanged 24
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5038445 nChanged 33
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5038442 nChanged 33
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	Iteration 85Q: 3 clusters Score -5038446 nChanged 34
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	Iteration 86Q: 3 clusters Score -5038440 nChanged 26
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	Iteration 87Q: 3 clusters Score -5038436 nChanged 29
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	Iteration 88Q: 3 clusters Score -5038450 nChanged 31
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	Iteration 89Q: 3 clusters Score -5038450 nChanged 33
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5038446 nChanged 34
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5038440 nChanged 25
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5038444 nChanged 30
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	Iteration 93Q: 3 clusters Score -5038447 nChanged 31
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5038439 nChanged 30
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5038444 nChanged 33
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5038446 nChanged 33
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Entering Unmasked Estep 
Score: -5038432.500000 Penalty: 5294.195801
	Iteration 97Q: 3 clusters Score -5038432 nChanged 38
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5038449 nChanged 37
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5038448 nChanged 40
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5038449 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5038447.500000 Penalty: 5294.195801
	Iteration 101Q: 3 clusters Score -5038448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -5038452.500000 Penalty: 5294.195801
	Iteration 102Q: 3 clusters Score -5038452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -5038456.000000 Penalty: 5294.195801
	Iteration 103Q: 3 clusters Score -5038456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -5038457.000000 Penalty: 5294.195801
	Iteration 104Q: 3 clusters Score -5038457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -5038458.500000 Penalty: 5294.195801
	Iteration 105Q: 3 clusters Score -5038458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -5038461.000000 Penalty: 5294.195801
	Iteration 106Q: 3 clusters Score -5038461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -5038451.500000 Penalty: 5294.195801
	Iteration 107Q: 3 clusters Score -5038452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -5038437.500000 Penalty: 5294.195801
	Iteration 108Q: 3 clusters Score -5038438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -5038449.000000 Penalty: 5294.195801
	Iteration 109Q: 3 clusters Score -5038449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -5038453.000000 Penalty: 5294.195801
	Iteration 110Q: 3 clusters Score -5038453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -5038458.500000 Penalty: 5294.195801
	Iteration 111Q: 3 clusters Score -5038458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -5038458.000000 Penalty: 5294.195801
	Iteration 112Q: 3 clusters Score -5038458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -5038458.000000 Penalty: 5294.195801
	Iteration 113Q: 3 clusters Score -5038458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -5038454.000000 Penalty: 5294.195801
	Iteration 114Q: 3 clusters Score -5038454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -5038453.000000 Penalty: 5294.195801
	Iteration 115Q: 3 clusters Score -5038453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -5038463.500000 Penalty: 5294.195801
	Iteration 116Q: 3 clusters Score -5038464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -5038459.500000 Penalty: 5294.195801
	Iteration 117Q: 3 clusters Score -5038460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -5038473.000000 Penalty: 5294.195801
	Iteration 118Q: 3 clusters Score -5038473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -5038474.500000 Penalty: 5294.195801
	Iteration 119Q: 3 clusters Score -5038474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -5038468.000000 Penalty: 5294.195801
	Iteration 120F: 3 clusters Score -5038468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -5038475.000000 Penalty: 5294.195801
	Iteration 121Q: 3 clusters Score -5038475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -5038471.000000 Penalty: 5294.195801
	Iteration 122Q: 3 clusters Score -5038471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -5038468.000000 Penalty: 5294.195801
	Iteration 123Q: 3 clusters Score -5038468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -5038475.500000 Penalty: 5294.195801
	Iteration 124Q: 3 clusters Score -5038476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -5038469.000000 Penalty: 5294.195801
	Iteration 125Q: 3 clusters Score -5038469 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -5038480.000000 Penalty: 5294.195801
	Iteration 126Q: 3 clusters Score -5038480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -5038488.500000 Penalty: 5294.195801
	Iteration 127Q: 3 clusters Score -5038488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -5038488.500000 Penalty: 5294.195801
	Iteration 128Q: 3 clusters Score -5038488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -5038500.500000 Penalty: 5294.195801
	Iteration 129Q: 3 clusters Score -5038500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -5038501.000000 Penalty: 5294.195801
	Iteration 130Q: 3 clusters Score -5038501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -5038500.000000 Penalty: 5294.195801
	Iteration 131Q: 3 clusters Score -5038500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -5038489.500000 Penalty: 5294.195801
	Iteration 132Q: 3 clusters Score -5038490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -5038496.500000 Penalty: 5294.195801
	Iteration 133Q: 3 clusters Score -5038496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -5038511.000000 Penalty: 5294.195801
	Iteration 134Q: 3 clusters Score -5038511 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -5038510.500000 Penalty: 5294.195801
	Iteration 135Q: 3 clusters Score -5038510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -5038520.500000 Penalty: 5294.195801
	Iteration 136Q: 3 clusters Score -5038520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -5038523.000000 Penalty: 5294.195801
	Iteration 137Q: 3 clusters Score -5038523 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -5038539.500000 Penalty: 5294.195801
	Iteration 138Q: 3 clusters Score -5038540 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -5038547.000000 Penalty: 5294.195801
	Iteration 139Q: 3 clusters Score -5038547 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -5038555.000000 Penalty: 5294.195801
	Iteration 140F: 3 clusters Score -5038555 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -5038569.000000 Penalty: 5294.195801
	Iteration 141Q: 3 clusters Score -5038569 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -5038572.500000 Penalty: 5294.195801
	Iteration 142Q: 3 clusters Score -5038572 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -5038584.000000 Penalty: 5294.195801
	Iteration 143Q: 3 clusters Score -5038584 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -5038611.500000 Penalty: 5294.195801
	Iteration 144Q: 3 clusters Score -5038612 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -5038615.000000 Penalty: 5294.195801
	Iteration 145Q: 3 clusters Score -5038615 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -5038653.000000 Penalty: 5294.195801
	Iteration 146Q: 3 clusters Score -5038653 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -5038688.000000 Penalty: 5294.195801
	Iteration 147Q: 3 clusters Score -5038688 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -5038730.000000 Penalty: 5294.195801
	Iteration 148Q: 3 clusters Score -5038730 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -5038784.500000 Penalty: 5294.195801
	Iteration 149Q: 3 clusters Score -5038784 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -5038843.500000 Penalty: 5294.195801
	Iteration 150Q: 3 clusters Score -5038844 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -5038986.500000 Penalty: 5294.195801
	Iteration 151Q: 3 clusters Score -5038986 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -5039180.000000 Penalty: 5294.195801
	Iteration 152Q: 3 clusters Score -5039180 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -5039446.000000 Penalty: 5294.195801
	Iteration 153Q: 3 clusters Score -5039446 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -5039894.500000 Penalty: 5294.195801
	Iteration 154Q: 3 clusters Score -5039894 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -5040315.500000 Penalty: 5294.195801
	Iteration 155Q: 3 clusters Score -5040316 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -5040591.000000 Penalty: 5294.195801
	Iteration 156Q: 3 clusters Score -5040591 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -5040710.000000 Penalty: 5294.195801
	Iteration 157Q: 3 clusters Score -5040710 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -5040754.000000 Penalty: 5294.195801
	Iteration 158Q: 3 clusters Score -5040754 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -5040772.500000 Penalty: 5294.195801
	Iteration 159Q: 3 clusters Score -5040772 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -5040765.500000 Penalty: 5294.195801
	Iteration 160F: 3 clusters Score -5040766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -5040766.000000 Penalty: 5294.195801
	Iteration 161Q: 3 clusters Score -5040766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -5040766.000000 Penalty: 5294.195801
	Iteration 162Q: 3 clusters Score -5040766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -5040763.500000 Penalty: 5294.195801
	Iteration 163Q: 3 clusters Score -5040764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -5040764.500000 Penalty: 5294.195801
	Iteration 164Q: 3 clusters Score -5040764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -5040762.000000 Penalty: 5294.195801
	Iteration 165Q: 3 clusters Score -5040762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -5040762.000000 Penalty: 5294.195801
	Iteration 166F: 3 clusters Score -5040762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218261 members 
Mstep: Class 2 contains 66326 members 
Mstep: Class 3 contains 8880 members 
Mstep: Class 4 contains 27977 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 33931 members 
Mstep: Class 8 contains 13117 members 
Mstep: Class 9 contains 20630 members 
Mstep: Class 10 contains 36649 members 
Mstep: Class 11 contains 44171 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 73009 members 
Mstep: Class 15 contains 167656 members 
Mstep: Class 16 contains 94308 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 200507 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8926 members 
Mstep: Class 24 contains 227826 members 
Mstep: Class 25 contains 37866 members 
Entering Unmasked Estep 
Score: -156005856.000000 Penalty: 87498.109375
Splitting cluster 5 changes total score from -156002656.000000 to -156005856.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (20649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Entering Unmasked Estep 
Score: -2419939.000000 Penalty: 2463.984619
	Iteration 0F: 2 clusters Score -2419939 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 10322 members 
Entering Unmasked Estep 
Score: -2405453.250000 Penalty: 4927.969238
	Iteration 0F: 3 clusters Score -2405453 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2410487.750000 Penalty: 4927.969238
	Iteration 1F: 3 clusters Score -2410488 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2410977.750000 Penalty: 4927.969238
	Iteration 2F: 3 clusters Score -2410978 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2411342.500000 Penalty: 4927.969238
	Iteration 3Q: 3 clusters Score -2411342 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2411695.500000 Penalty: 4927.969238
	Iteration 4Q: 3 clusters Score -2411696 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2412096.750000 Penalty: 4927.969238
	Iteration 5Q: 3 clusters Score -2412097 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2412508.750000 Penalty: 4927.969238
	Iteration 6Q: 3 clusters Score -2412509 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2412985.750000 Penalty: 4927.969238
	Iteration 7Q: 3 clusters Score -2412986 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2413559.750000 Penalty: 4927.969238
	Iteration 8Q: 3 clusters Score -2413560 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2414196.750000 Penalty: 4927.969238
	Iteration 9F: 3 clusters Score -2414197 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2414876.000000 Penalty: 4927.969238
	Iteration 10Q: 3 clusters Score -2414876 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2415574.000000 Penalty: 4927.969238
	Iteration 11Q: 3 clusters Score -2415574 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2416160.750000 Penalty: 4927.969238
	Iteration 12Q: 3 clusters Score -2416161 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2416654.750000 Penalty: 4927.969238
	Iteration 13Q: 3 clusters Score -2416655 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2417026.750000 Penalty: 4927.969238
	Iteration 14Q: 3 clusters Score -2417027 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2417304.750000 Penalty: 4927.969238
	Iteration 15Q: 3 clusters Score -2417305 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2417514.750000 Penalty: 4927.969238
	Iteration 16Q: 3 clusters Score -2417515 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2417654.000000 Penalty: 4927.969238
	Iteration 17Q: 3 clusters Score -2417654 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2417720.000000 Penalty: 4927.969238
	Iteration 18Q: 3 clusters Score -2417720 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2417779.250000 Penalty: 4927.969238
	Iteration 19Q: 3 clusters Score -2417779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2417809.500000 Penalty: 4927.969238
	Iteration 20F: 3 clusters Score -2417810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2417835.750000 Penalty: 4927.969238
	Iteration 21Q: 3 clusters Score -2417836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2417847.000000 Penalty: 4927.969238
	Iteration 22Q: 3 clusters Score -2417847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2417861.000000 Penalty: 4927.969238
	Iteration 23Q: 3 clusters Score -2417861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2417872.250000 Penalty: 4927.969238
	Iteration 24Q: 3 clusters Score -2417872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2417887.000000 Penalty: 4927.969238
	Iteration 25Q: 3 clusters Score -2417887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2417896.750000 Penalty: 4927.969238
	Iteration 26Q: 3 clusters Score -2417897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2417901.750000 Penalty: 4927.969238
	Iteration 27Q: 3 clusters Score -2417902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2417910.750000 Penalty: 4927.969238
	Iteration 28Q: 3 clusters Score -2417911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2417913.500000 Penalty: 4927.969238
	Iteration 29Q: 3 clusters Score -2417914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2417922.500000 Penalty: 4927.969238
	Iteration 30Q: 3 clusters Score -2417922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2417926.500000 Penalty: 4927.969238
	Iteration 31Q: 3 clusters Score -2417926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2417924.250000 Penalty: 4927.969238
	Iteration 32Q: 3 clusters Score -2417924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2417924.250000 Penalty: 4927.969238
	Iteration 33F: 3 clusters Score -2417924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Entering Unmasked Estep 
Score: -4062634.750000 Penalty: 2587.156738
	Iteration 0F: 2 clusters Score -4062635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -4039578.750000 Penalty: 5174.313477
	Iteration 0F: 3 clusters Score -4039579 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -4047998.750000 Penalty: 5174.313477
	Iteration 1F: 3 clusters Score -4047999 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4048652.250000 Penalty: 5174.313477
	Iteration 2Q: 3 clusters Score -4048652 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -4049256.500000 Penalty: 5174.313477
	Iteration 3Q: 3 clusters Score -4049256 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4049912.000000 Penalty: 5174.313477
	Iteration 4Q: 3 clusters Score -4049912 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -4050622.250000 Penalty: 5174.313477
	Iteration 5Q: 3 clusters Score -4050622 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -4051492.750000 Penalty: 5174.313477
	Iteration 6Q: 3 clusters Score -4051493 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -4052491.000000 Penalty: 5174.313477
	Iteration 7F: 3 clusters Score -4052491 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -4053749.500000 Penalty: 5174.313477
	Iteration 8F: 3 clusters Score -4053750 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -4055190.500000 Penalty: 5174.313477
	Iteration 9F: 3 clusters Score -4055190 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -4056402.750000 Penalty: 5174.313477
	Iteration 10F: 3 clusters Score -4056403 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -4057222.000000 Penalty: 5174.313477
	Iteration 11Q: 3 clusters Score -4057222 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -4057643.750000 Penalty: 5174.313477
	Iteration 12Q: 3 clusters Score -4057644 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -4057877.000000 Penalty: 5174.313477
	Iteration 13Q: 3 clusters Score -4057877 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -4058012.500000 Penalty: 5174.313477
	Iteration 14Q: 3 clusters Score -4058012 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -4058146.750000 Penalty: 5174.313477
	Iteration 15Q: 3 clusters Score -4058147 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -4058257.000000 Penalty: 5174.313477
	Iteration 16Q: 3 clusters Score -4058257 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -4058339.750000 Penalty: 5174.313477
	Iteration 17Q: 3 clusters Score -4058340 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -4058431.500000 Penalty: 5174.313477
	Iteration 18Q: 3 clusters Score -4058432 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -4058530.750000 Penalty: 5174.313477
	Iteration 19Q: 3 clusters Score -4058531 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -4058635.500000 Penalty: 5174.313477
	Iteration 20F: 3 clusters Score -4058636 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -4058717.750000 Penalty: 5174.313477
	Iteration 21Q: 3 clusters Score -4058718 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -4058840.500000 Penalty: 5174.313477
	Iteration 22Q: 3 clusters Score -4058840 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -4058946.750000 Penalty: 5174.313477
	Iteration 23Q: 3 clusters Score -4058947 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -4059061.500000 Penalty: 5174.313477
	Iteration 24Q: 3 clusters Score -4059062 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -4059186.250000 Penalty: 5174.313477
	Iteration 25Q: 3 clusters Score -4059186 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4059290.750000 Penalty: 5174.313477
	Iteration 26Q: 3 clusters Score -4059291 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -4059396.500000 Penalty: 5174.313477
	Iteration 27Q: 3 clusters Score -4059396 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -4059512.250000 Penalty: 5174.313477
	Iteration 28Q: 3 clusters Score -4059512 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -4059642.250000 Penalty: 5174.313477
	Iteration 29Q: 3 clusters Score -4059642 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -4059753.750000 Penalty: 5174.313477
	Iteration 30Q: 3 clusters Score -4059754 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4059886.000000 Penalty: 5174.313477
	Iteration 31Q: 3 clusters Score -4059886 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -4059996.000000 Penalty: 5174.313477
	Iteration 32Q: 3 clusters Score -4059996 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4060096.500000 Penalty: 5174.313477
	Iteration 33Q: 3 clusters Score -4060096 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -4060208.250000 Penalty: 5174.313477
	Iteration 34Q: 3 clusters Score -4060208 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -4060275.000000 Penalty: 5174.313477
	Iteration 35Q: 3 clusters Score -4060275 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4060369.500000 Penalty: 5174.313477
	Iteration 36Q: 3 clusters Score -4060370 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4060450.500000 Penalty: 5174.313477
	Iteration 37Q: 3 clusters Score -4060450 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4060538.500000 Penalty: 5174.313477
	Iteration 38Q: 3 clusters Score -4060538 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4060576.250000 Penalty: 5174.313477
	Iteration 39Q: 3 clusters Score -4060576 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4060646.750000 Penalty: 5174.313477
	Iteration 40F: 3 clusters Score -4060647 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4060707.750000 Penalty: 5174.313477
	Iteration 41Q: 3 clusters Score -4060708 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4060746.500000 Penalty: 5174.313477
	Iteration 42Q: 3 clusters Score -4060746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4060778.000000 Penalty: 5174.313477
	Iteration 43Q: 3 clusters Score -4060778 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4060797.000000 Penalty: 5174.313477
	Iteration 44Q: 3 clusters Score -4060797 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4060816.500000 Penalty: 5174.313477
	Iteration 45Q: 3 clusters Score -4060816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4060840.250000 Penalty: 5174.313477
	Iteration 46Q: 3 clusters Score -4060840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4060852.500000 Penalty: 5174.313477
	Iteration 47Q: 3 clusters Score -4060852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4060879.500000 Penalty: 5174.313477
	Iteration 48Q: 3 clusters Score -4060880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4060893.750000 Penalty: 5174.313477
	Iteration 49Q: 3 clusters Score -4060894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4060898.750000 Penalty: 5174.313477
	Iteration 50Q: 3 clusters Score -4060899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4060915.750000 Penalty: 5174.313477
	Iteration 51Q: 3 clusters Score -4060916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4060917.000000 Penalty: 5174.313477
	Iteration 52Q: 3 clusters Score -4060917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4060912.000000 Penalty: 5174.313477
	Iteration 53Q: 3 clusters Score -4060912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4060924.750000 Penalty: 5174.313477
	Iteration 54Q: 3 clusters Score -4060925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4060927.000000 Penalty: 5174.313477
	Iteration 55Q: 3 clusters Score -4060927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4060928.000000 Penalty: 5174.313477
	Iteration 56Q: 3 clusters Score -4060928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4060922.500000 Penalty: 5174.313477
	Iteration 57Q: 3 clusters Score -4060922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4060932.000000 Penalty: 5174.313477
	Iteration 58Q: 3 clusters Score -4060932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4060935.000000 Penalty: 5174.313477
	Iteration 59Q: 3 clusters Score -4060935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4060939.250000 Penalty: 5174.313477
	Iteration 60F: 3 clusters Score -4060939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4060938.500000 Penalty: 5174.313477
	Iteration 61Q: 3 clusters Score -4060938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4060945.500000 Penalty: 5174.313477
	Iteration 62Q: 3 clusters Score -4060946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4060946.250000 Penalty: 5174.313477
	Iteration 63Q: 3 clusters Score -4060946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4060943.000000 Penalty: 5174.313477
	Iteration 64Q: 3 clusters Score -4060943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4060943.000000 Penalty: 5174.313477
	Iteration 65Q: 3 clusters Score -4060943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4060946.000000 Penalty: 5174.313477
	Iteration 66Q: 3 clusters Score -4060946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4060946.500000 Penalty: 5174.313477
	Iteration 67Q: 3 clusters Score -4060946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4060945.750000 Penalty: 5174.313477
	Iteration 68Q: 3 clusters Score -4060946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4060939.750000 Penalty: 5174.313477
	Iteration 69Q: 3 clusters Score -4060940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4060940.750000 Penalty: 5174.313477
	Iteration 70Q: 3 clusters Score -4060941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4060940.750000 Penalty: 5174.313477
	Iteration 71Q: 3 clusters Score -4060941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4060943.500000 Penalty: 5174.313477
	Iteration 72Q: 3 clusters Score -4060944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4060947.000000 Penalty: 5174.313477
	Iteration 73Q: 3 clusters Score -4060947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4060948.250000 Penalty: 5174.313477
	Iteration 74Q: 3 clusters Score -4060948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4060945.250000 Penalty: 5174.313477
	Iteration 75Q: 3 clusters Score -4060945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4060945.000000 Penalty: 5174.313477
	Iteration 76Q: 3 clusters Score -4060945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4060941.750000 Penalty: 5174.313477
	Iteration 77Q: 3 clusters Score -4060942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4060943.250000 Penalty: 5174.313477
	Iteration 78Q: 3 clusters Score -4060943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4060942.500000 Penalty: 5174.313477
	Iteration 79Q: 3 clusters Score -4060942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4060949.250000 Penalty: 5174.313477
	Iteration 80F: 3 clusters Score -4060949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4060948.500000 Penalty: 5174.313477
	Iteration 81Q: 3 clusters Score -4060948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4060949.750000 Penalty: 5174.313477
	Iteration 82Q: 3 clusters Score -4060950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4060952.000000 Penalty: 5174.313477
	Iteration 83Q: 3 clusters Score -4060952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4060954.750000 Penalty: 5174.313477
	Iteration 84Q: 3 clusters Score -4060955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4060957.250000 Penalty: 5174.313477
	Iteration 85Q: 3 clusters Score -4060957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4060960.000000 Penalty: 5174.313477
	Iteration 86Q: 3 clusters Score -4060960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4060960.000000 Penalty: 5174.313477
	Iteration 87F: 3 clusters Score -4060960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Entering Unmasked Estep 
Score: -1538562.875000 Penalty: 2351.452881
	Iteration 0F: 2 clusters Score -1538563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1528851.625000 Penalty: 4702.905762
	Iteration 0F: 3 clusters Score -1528852 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1531997.375000 Penalty: 4702.905762
	Iteration 1F: 3 clusters Score -1531997 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1532434.375000 Penalty: 4702.905762
	Iteration 2F: 3 clusters Score -1532434 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1532820.375000 Penalty: 4702.905762
	Iteration 3F: 3 clusters Score -1532820 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1533212.625000 Penalty: 4702.905762
	Iteration 4F: 3 clusters Score -1533213 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1533616.875000 Penalty: 4702.905762
	Iteration 5F: 3 clusters Score -1533617 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1534010.625000 Penalty: 4702.905762
	Iteration 6Q: 3 clusters Score -1534011 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1534396.625000 Penalty: 4702.905762
	Iteration 7Q: 3 clusters Score -1534397 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1534758.125000 Penalty: 4702.905762
	Iteration 8Q: 3 clusters Score -1534758 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1535057.250000 Penalty: 4702.905762
	Iteration 9Q: 3 clusters Score -1535057 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1535322.500000 Penalty: 4702.905762
	Iteration 10Q: 3 clusters Score -1535322 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1535521.000000 Penalty: 4702.905762
	Iteration 11Q: 3 clusters Score -1535521 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1535675.125000 Penalty: 4702.905762
	Iteration 12Q: 3 clusters Score -1535675 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1535823.500000 Penalty: 4702.905762
	Iteration 13Q: 3 clusters Score -1535824 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1535956.125000 Penalty: 4702.905762
	Iteration 14Q: 3 clusters Score -1535956 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1536053.750000 Penalty: 4702.905762
	Iteration 15Q: 3 clusters Score -1536054 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1536137.125000 Penalty: 4702.905762
	Iteration 16Q: 3 clusters Score -1536137 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1536203.375000 Penalty: 4702.905762
	Iteration 17Q: 3 clusters Score -1536203 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1536252.875000 Penalty: 4702.905762
	Iteration 18Q: 3 clusters Score -1536253 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1536288.250000 Penalty: 4702.905762
	Iteration 19Q: 3 clusters Score -1536288 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1536314.625000 Penalty: 4702.905762
	Iteration 20F: 3 clusters Score -1536315 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1536339.875000 Penalty: 4702.905762
	Iteration 21Q: 3 clusters Score -1536340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1536363.625000 Penalty: 4702.905762
	Iteration 22Q: 3 clusters Score -1536364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1536378.750000 Penalty: 4702.905762
	Iteration 23Q: 3 clusters Score -1536379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1536390.375000 Penalty: 4702.905762
	Iteration 24Q: 3 clusters Score -1536390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1536400.875000 Penalty: 4702.905762
	Iteration 25Q: 3 clusters Score -1536401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1536415.500000 Penalty: 4702.905762
	Iteration 26Q: 3 clusters Score -1536416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1536420.375000 Penalty: 4702.905762
	Iteration 27Q: 3 clusters Score -1536420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1536425.000000 Penalty: 4702.905762
	Iteration 28Q: 3 clusters Score -1536425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1536428.125000 Penalty: 4702.905762
	Iteration 29Q: 3 clusters Score -1536428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1536435.875000 Penalty: 4702.905762
	Iteration 30Q: 3 clusters Score -1536436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1536441.375000 Penalty: 4702.905762
	Iteration 31Q: 3 clusters Score -1536441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1536448.250000 Penalty: 4702.905762
	Iteration 32Q: 3 clusters Score -1536448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1536456.000000 Penalty: 4702.905762
	Iteration 33Q: 3 clusters Score -1536456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1536462.125000 Penalty: 4702.905762
	Iteration 34Q: 3 clusters Score -1536462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1536460.375000 Penalty: 4702.905762
	Iteration 35Q: 3 clusters Score -1536460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1536464.375000 Penalty: 4702.905762
	Iteration 36Q: 3 clusters Score -1536464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1536466.250000 Penalty: 4702.905762
	Iteration 37Q: 3 clusters Score -1536466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1536472.500000 Penalty: 4702.905762
	Iteration 38Q: 3 clusters Score -1536472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1536472.000000 Penalty: 4702.905762
	Iteration 39Q: 3 clusters Score -1536472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1536475.250000 Penalty: 4702.905762
	Iteration 40F: 3 clusters Score -1536475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1536476.875000 Penalty: 4702.905762
	Iteration 41Q: 3 clusters Score -1536477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1536478.750000 Penalty: 4702.905762
	Iteration 42Q: 3 clusters Score -1536479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1536481.250000 Penalty: 4702.905762
	Iteration 43Q: 3 clusters Score -1536481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1536480.625000 Penalty: 4702.905762
	Iteration 44Q: 3 clusters Score -1536481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1536485.000000 Penalty: 4702.905762
	Iteration 45Q: 3 clusters Score -1536485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1536489.625000 Penalty: 4702.905762
	Iteration 46Q: 3 clusters Score -1536490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1536486.875000 Penalty: 4702.905762
	Iteration 47Q: 3 clusters Score -1536487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1536486.125000 Penalty: 4702.905762
	Iteration 48Q: 3 clusters Score -1536486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1536489.875000 Penalty: 4702.905762
	Iteration 49Q: 3 clusters Score -1536490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1536488.875000 Penalty: 4702.905762
	Iteration 50Q: 3 clusters Score -1536489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1536491.875000 Penalty: 4702.905762
	Iteration 51Q: 3 clusters Score -1536492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1536497.875000 Penalty: 4702.905762
	Iteration 52Q: 3 clusters Score -1536498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1536497.000000 Penalty: 4702.905762
	Iteration 53Q: 3 clusters Score -1536497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1536500.375000 Penalty: 4702.905762
	Iteration 54Q: 3 clusters Score -1536500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1536500.000000 Penalty: 4702.905762
	Iteration 55Q: 3 clusters Score -1536500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1536502.375000 Penalty: 4702.905762
	Iteration 56Q: 3 clusters Score -1536502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1536504.625000 Penalty: 4702.905762
	Iteration 57Q: 3 clusters Score -1536505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1536505.375000 Penalty: 4702.905762
	Iteration 58Q: 3 clusters Score -1536505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1536507.875000 Penalty: 4702.905762
	Iteration 59Q: 3 clusters Score -1536508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1536506.875000 Penalty: 4702.905762
	Iteration 60F: 3 clusters Score -1536507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1536509.250000 Penalty: 4702.905762
	Iteration 61Q: 3 clusters Score -1536509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1536511.875000 Penalty: 4702.905762
	Iteration 62Q: 3 clusters Score -1536512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1536518.125000 Penalty: 4702.905762
	Iteration 63Q: 3 clusters Score -1536518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1536525.750000 Penalty: 4702.905762
	Iteration 64Q: 3 clusters Score -1536526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1536530.375000 Penalty: 4702.905762
	Iteration 65Q: 3 clusters Score -1536530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1536541.375000 Penalty: 4702.905762
	Iteration 66Q: 3 clusters Score -1536541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1536556.750000 Penalty: 4702.905762
	Iteration 67Q: 3 clusters Score -1536557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1536562.375000 Penalty: 4702.905762
	Iteration 68Q: 3 clusters Score -1536562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1536571.250000 Penalty: 4702.905762
	Iteration 69Q: 3 clusters Score -1536571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1536576.625000 Penalty: 4702.905762
	Iteration 70Q: 3 clusters Score -1536577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1536590.500000 Penalty: 4702.905762
	Iteration 71Q: 3 clusters Score -1536590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1536613.625000 Penalty: 4702.905762
	Iteration 72Q: 3 clusters Score -1536614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1536638.375000 Penalty: 4702.905762
	Iteration 73Q: 3 clusters Score -1536638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1536662.250000 Penalty: 4702.905762
	Iteration 74Q: 3 clusters Score -1536662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1536679.500000 Penalty: 4702.905762
	Iteration 75Q: 3 clusters Score -1536680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1536701.000000 Penalty: 4702.905762
	Iteration 76Q: 3 clusters Score -1536701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1536725.375000 Penalty: 4702.905762
	Iteration 77Q: 3 clusters Score -1536725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1536751.250000 Penalty: 4702.905762
	Iteration 78Q: 3 clusters Score -1536751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1536783.750000 Penalty: 4702.905762
	Iteration 79Q: 3 clusters Score -1536784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1536821.875000 Penalty: 4702.905762
	Iteration 80F: 3 clusters Score -1536822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1536853.125000 Penalty: 4702.905762
	Iteration 81Q: 3 clusters Score -1536853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1536876.625000 Penalty: 4702.905762
	Iteration 82Q: 3 clusters Score -1536877 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1536907.500000 Penalty: 4702.905762
	Iteration 83Q: 3 clusters Score -1536908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1536932.125000 Penalty: 4702.905762
	Iteration 84Q: 3 clusters Score -1536932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1536946.375000 Penalty: 4702.905762
	Iteration 85Q: 3 clusters Score -1536946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1536959.875000 Penalty: 4702.905762
	Iteration 86Q: 3 clusters Score -1536960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1536976.625000 Penalty: 4702.905762
	Iteration 87Q: 3 clusters Score -1536977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1536989.750000 Penalty: 4702.905762
	Iteration 88Q: 3 clusters Score -1536990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1536997.375000 Penalty: 4702.905762
	Iteration 89Q: 3 clusters Score -1536997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1537003.000000 Penalty: 4702.905762
	Iteration 90Q: 3 clusters Score -1537003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1537004.750000 Penalty: 4702.905762
	Iteration 91Q: 3 clusters Score -1537005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1537007.125000 Penalty: 4702.905762
	Iteration 92Q: 3 clusters Score -1537007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1537007.875000 Penalty: 4702.905762
	Iteration 93Q: 3 clusters Score -1537008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1537012.125000 Penalty: 4702.905762
	Iteration 94Q: 3 clusters Score -1537012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1537009.000000 Penalty: 4702.905762
	Iteration 95Q: 3 clusters Score -1537009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1537010.250000 Penalty: 4702.905762
	Iteration 96Q: 3 clusters Score -1537010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1537008.875000 Penalty: 4702.905762
	Iteration 97Q: 3 clusters Score -1537009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1537010.375000 Penalty: 4702.905762
	Iteration 98Q: 3 clusters Score -1537010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1537010.875000 Penalty: 4702.905762
	Iteration 99Q: 3 clusters Score -1537011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1537009.375000 Penalty: 4702.905762
	Iteration 100F: 3 clusters Score -1537009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Entering Unmasked Estep 
Score: -2438901.500000 Penalty: 2463.756348
	Iteration 0F: 2 clusters Score -2438902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2424455.000000 Penalty: 4927.512695
	Iteration 0F: 3 clusters Score -2424455 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2429428.250000 Penalty: 4927.512695
	Iteration 1F: 3 clusters Score -2429428 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2430004.500000 Penalty: 4927.512695
	Iteration 2F: 3 clusters Score -2430004 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2430663.250000 Penalty: 4927.512695
	Iteration 3F: 3 clusters Score -2430663 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2431478.000000 Penalty: 4927.512695
	Iteration 4F: 3 clusters Score -2431478 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2432454.750000 Penalty: 4927.512695
	Iteration 5F: 3 clusters Score -2432455 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2433677.500000 Penalty: 4927.512695
	Iteration 6F: 3 clusters Score -2433678 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2434962.250000 Penalty: 4927.512695
	Iteration 7F: 3 clusters Score -2434962 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2436082.750000 Penalty: 4927.512695
	Iteration 8F: 3 clusters Score -2436083 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2436758.750000 Penalty: 4927.512695
	Iteration 9Q: 3 clusters Score -2436759 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2437060.250000 Penalty: 4927.512695
	Iteration 10Q: 3 clusters Score -2437060 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2437175.500000 Penalty: 4927.512695
	Iteration 11Q: 3 clusters Score -2437176 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2437235.750000 Penalty: 4927.512695
	Iteration 12Q: 3 clusters Score -2437236 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2437269.250000 Penalty: 4927.512695
	Iteration 13Q: 3 clusters Score -2437269 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2437296.750000 Penalty: 4927.512695
	Iteration 14Q: 3 clusters Score -2437297 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2437319.250000 Penalty: 4927.512695
	Iteration 15Q: 3 clusters Score -2437319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2437331.750000 Penalty: 4927.512695
	Iteration 16Q: 3 clusters Score -2437332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2437339.500000 Penalty: 4927.512695
	Iteration 17Q: 3 clusters Score -2437340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2437337.250000 Penalty: 4927.512695
	Iteration 18Q: 3 clusters Score -2437337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2437337.750000 Penalty: 4927.512695
	Iteration 19Q: 3 clusters Score -2437338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2437332.750000 Penalty: 4927.512695
	Iteration 20F: 3 clusters Score -2437333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2437340.500000 Penalty: 4927.512695
	Iteration 21Q: 3 clusters Score -2437340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2437340.750000 Penalty: 4927.512695
	Iteration 22Q: 3 clusters Score -2437341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2437349.250000 Penalty: 4927.512695
	Iteration 23Q: 3 clusters Score -2437349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2437348.500000 Penalty: 4927.512695
	Iteration 24Q: 3 clusters Score -2437348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2437351.500000 Penalty: 4927.512695
	Iteration 25Q: 3 clusters Score -2437352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2437349.250000 Penalty: 4927.512695
	Iteration 26Q: 3 clusters Score -2437349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2437348.500000 Penalty: 4927.512695
	Iteration 27Q: 3 clusters Score -2437348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2437346.000000 Penalty: 4927.512695
	Iteration 28Q: 3 clusters Score -2437346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2437346.750000 Penalty: 4927.512695
	Iteration 29Q: 3 clusters Score -2437347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2437346.000000 Penalty: 4927.512695
	Iteration 30Q: 3 clusters Score -2437346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2437348.750000 Penalty: 4927.512695
	Iteration 31Q: 3 clusters Score -2437349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2437354.750000 Penalty: 4927.512695
	Iteration 32Q: 3 clusters Score -2437355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2437358.500000 Penalty: 4927.512695
	Iteration 33Q: 3 clusters Score -2437358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2437359.000000 Penalty: 4927.512695
	Iteration 34Q: 3 clusters Score -2437359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2437356.250000 Penalty: 4927.512695
	Iteration 35Q: 3 clusters Score -2437356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2437357.250000 Penalty: 4927.512695
	Iteration 36Q: 3 clusters Score -2437357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2437357.250000 Penalty: 4927.512695
	Iteration 37F: 3 clusters Score -2437357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Entering Unmasked Estep 
Score: -4397454.500000 Penalty: 2606.266846
	Iteration 0F: 2 clusters Score -4397454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -4372469.000000 Penalty: 5212.533691
	Iteration 0F: 3 clusters Score -4372469 nChanged 16703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -4381667.500000 Penalty: 5212.533691
	Iteration 1F: 3 clusters Score -4381668 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -4382066.000000 Penalty: 5212.533691
	Iteration 2Q: 3 clusters Score -4382066 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -4382479.500000 Penalty: 5212.533691
	Iteration 3Q: 3 clusters Score -4382480 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4382927.000000 Penalty: 5212.533691
	Iteration 4Q: 3 clusters Score -4382927 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -4383474.500000 Penalty: 5212.533691
	Iteration 5Q: 3 clusters Score -4383474 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -4384161.500000 Penalty: 5212.533691
	Iteration 6Q: 3 clusters Score -4384162 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -4385305.000000 Penalty: 5212.533691
	Iteration 7F: 3 clusters Score -4385305 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -4386973.000000 Penalty: 5212.533691
	Iteration 8F: 3 clusters Score -4386973 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -4389008.500000 Penalty: 5212.533691
	Iteration 9F: 3 clusters Score -4389008 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4391119.500000 Penalty: 5212.533691
	Iteration 10F: 3 clusters Score -4391120 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4392716.000000 Penalty: 5212.533691
	Iteration 11Q: 3 clusters Score -4392716 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -4393738.500000 Penalty: 5212.533691
	Iteration 12Q: 3 clusters Score -4393738 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -4394339.000000 Penalty: 5212.533691
	Iteration 13Q: 3 clusters Score -4394339 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -4394693.500000 Penalty: 5212.533691
	Iteration 14Q: 3 clusters Score -4394694 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -4394884.000000 Penalty: 5212.533691
	Iteration 15Q: 3 clusters Score -4394884 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -4395028.000000 Penalty: 5212.533691
	Iteration 16Q: 3 clusters Score -4395028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -4395092.500000 Penalty: 5212.533691
	Iteration 17Q: 3 clusters Score -4395092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -4395150.000000 Penalty: 5212.533691
	Iteration 18Q: 3 clusters Score -4395150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4395182.500000 Penalty: 5212.533691
	Iteration 19Q: 3 clusters Score -4395182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4395207.500000 Penalty: 5212.533691
	Iteration 20F: 3 clusters Score -4395208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4395217.000000 Penalty: 5212.533691
	Iteration 21Q: 3 clusters Score -4395217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -4395231.000000 Penalty: 5212.533691
	Iteration 22Q: 3 clusters Score -4395231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -4395240.000000 Penalty: 5212.533691
	Iteration 23Q: 3 clusters Score -4395240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4395248.500000 Penalty: 5212.533691
	Iteration 24Q: 3 clusters Score -4395248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4395253.500000 Penalty: 5212.533691
	Iteration 25Q: 3 clusters Score -4395254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -4395258.000000 Penalty: 5212.533691
	Iteration 26Q: 3 clusters Score -4395258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -4395263.500000 Penalty: 5212.533691
	Iteration 27Q: 3 clusters Score -4395264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4395265.500000 Penalty: 5212.533691
	Iteration 28Q: 3 clusters Score -4395266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4395268.500000 Penalty: 5212.533691
	Iteration 29Q: 3 clusters Score -4395268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -4395266.000000 Penalty: 5212.533691
	Iteration 30Q: 3 clusters Score -4395266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -4395269.500000 Penalty: 5212.533691
	Iteration 31Q: 3 clusters Score -4395270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -4395269.000000 Penalty: 5212.533691
	Iteration 32Q: 3 clusters Score -4395269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -4395273.000000 Penalty: 5212.533691
	Iteration 33Q: 3 clusters Score -4395273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -4395270.000000 Penalty: 5212.533691
	Iteration 34Q: 3 clusters Score -4395270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4395272.500000 Penalty: 5212.533691
	Iteration 35Q: 3 clusters Score -4395272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4395272.500000 Penalty: 5212.533691
	Iteration 36F: 3 clusters Score -4395272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Entering Unmasked Estep 
Score: -5093865.000000 Penalty: 2652.564209
	Iteration 0F: 2 clusters Score -5093865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -5064098.500000 Penalty: 5305.128418
	Iteration 0F: 3 clusters Score -5064098 nChanged 20151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -5075070.500000 Penalty: 5305.128418
	Iteration 1F: 3 clusters Score -5075070 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -5075705.000000 Penalty: 5305.128418
	Iteration 2Q: 3 clusters Score -5075705 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -5076490.500000 Penalty: 5305.128418
	Iteration 3Q: 3 clusters Score -5076490 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -5077430.500000 Penalty: 5305.128418
	Iteration 4Q: 3 clusters Score -5077430 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -5078553.000000 Penalty: 5305.128418
	Iteration 5Q: 3 clusters Score -5078553 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -5079940.500000 Penalty: 5305.128418
	Iteration 6F: 3 clusters Score -5079940 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -5081651.000000 Penalty: 5305.128418
	Iteration 7F: 3 clusters Score -5081651 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -5083687.000000 Penalty: 5305.128418
	Iteration 8F: 3 clusters Score -5083687 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -5085810.000000 Penalty: 5305.128418
	Iteration 9F: 3 clusters Score -5085810 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -5087894.500000 Penalty: 5305.128418
	Iteration 10F: 3 clusters Score -5087894 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5089398.000000 Penalty: 5305.128418
	Iteration 11Q: 3 clusters Score -5089398 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5090342.500000 Penalty: 5305.128418
	Iteration 12Q: 3 clusters Score -5090342 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5090922.500000 Penalty: 5305.128418
	Iteration 13Q: 3 clusters Score -5090922 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5091236.500000 Penalty: 5305.128418
	Iteration 14Q: 3 clusters Score -5091236 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5091372.500000 Penalty: 5305.128418
	Iteration 15Q: 3 clusters Score -5091372 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5091447.500000 Penalty: 5305.128418
	Iteration 16Q: 3 clusters Score -5091448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5091509.000000 Penalty: 5305.128418
	Iteration 17Q: 3 clusters Score -5091509 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5091550.000000 Penalty: 5305.128418
	Iteration 18Q: 3 clusters Score -5091550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5091575.000000 Penalty: 5305.128418
	Iteration 19Q: 3 clusters Score -5091575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5091607.500000 Penalty: 5305.128418
	Iteration 20F: 3 clusters Score -5091608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5091619.000000 Penalty: 5305.128418
	Iteration 21Q: 3 clusters Score -5091619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5091631.000000 Penalty: 5305.128418
	Iteration 22Q: 3 clusters Score -5091631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5091637.500000 Penalty: 5305.128418
	Iteration 23Q: 3 clusters Score -5091638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5091652.500000 Penalty: 5305.128418
	Iteration 24Q: 3 clusters Score -5091652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5091660.500000 Penalty: 5305.128418
	Iteration 25Q: 3 clusters Score -5091660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5091666.000000 Penalty: 5305.128418
	Iteration 26Q: 3 clusters Score -5091666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5091673.000000 Penalty: 5305.128418
	Iteration 27Q: 3 clusters Score -5091673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5091670.000000 Penalty: 5305.128418
	Iteration 28Q: 3 clusters Score -5091670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5091671.000000 Penalty: 5305.128418
	Iteration 29Q: 3 clusters Score -5091671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5091671.000000 Penalty: 5305.128418
	Iteration 30F: 3 clusters Score -5091671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Entering Unmasked Estep 
Score: -1238715.000000 Penalty: 2298.942383
	Iteration 0F: 2 clusters Score -1238715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1230674.375000 Penalty: 4597.884766
	Iteration 0F: 3 clusters Score -1230674 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1233028.750000 Penalty: 4597.884766
	Iteration 1F: 3 clusters Score -1233029 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1233493.375000 Penalty: 4597.884766
	Iteration 2F: 3 clusters Score -1233493 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1233989.625000 Penalty: 4597.884766
	Iteration 3F: 3 clusters Score -1233990 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1234532.750000 Penalty: 4597.884766
	Iteration 4F: 3 clusters Score -1234533 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1235149.750000 Penalty: 4597.884766
	Iteration 5F: 3 clusters Score -1235150 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1235807.250000 Penalty: 4597.884766
	Iteration 6F: 3 clusters Score -1235807 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1236407.250000 Penalty: 4597.884766
	Iteration 7F: 3 clusters Score -1236407 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1236807.625000 Penalty: 4597.884766
	Iteration 8Q: 3 clusters Score -1236808 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1237075.875000 Penalty: 4597.884766
	Iteration 9Q: 3 clusters Score -1237076 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1237270.875000 Penalty: 4597.884766
	Iteration 10Q: 3 clusters Score -1237271 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1237413.750000 Penalty: 4597.884766
	Iteration 11Q: 3 clusters Score -1237414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1237497.875000 Penalty: 4597.884766
	Iteration 12Q: 3 clusters Score -1237498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1237562.625000 Penalty: 4597.884766
	Iteration 13Q: 3 clusters Score -1237563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1237605.125000 Penalty: 4597.884766
	Iteration 14Q: 3 clusters Score -1237605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1237635.250000 Penalty: 4597.884766
	Iteration 15Q: 3 clusters Score -1237635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1237652.250000 Penalty: 4597.884766
	Iteration 16Q: 3 clusters Score -1237652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1237667.750000 Penalty: 4597.884766
	Iteration 17Q: 3 clusters Score -1237668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1237688.375000 Penalty: 4597.884766
	Iteration 18Q: 3 clusters Score -1237688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1237703.750000 Penalty: 4597.884766
	Iteration 19Q: 3 clusters Score -1237704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1237711.875000 Penalty: 4597.884766
	Iteration 20F: 3 clusters Score -1237712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1237715.375000 Penalty: 4597.884766
	Iteration 21Q: 3 clusters Score -1237715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1237717.750000 Penalty: 4597.884766
	Iteration 22Q: 3 clusters Score -1237718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1237717.625000 Penalty: 4597.884766
	Iteration 23Q: 3 clusters Score -1237718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1237722.000000 Penalty: 4597.884766
	Iteration 24Q: 3 clusters Score -1237722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1237724.125000 Penalty: 4597.884766
	Iteration 25Q: 3 clusters Score -1237724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1237724.125000 Penalty: 4597.884766
	Iteration 26F: 3 clusters Score -1237724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -70910.085938 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -70910.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69352.367188 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -69352.37 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69995.015625 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -69995.02 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70210.632812 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -70210.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70279.687500 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -70279.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70325.937500 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -70325.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70350.343750 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -70350.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70368.375000 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -70368.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70374.789062 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -70374.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70379.101562 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -70379.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -70382.156250 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -70382.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -70383.937500 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -70383.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70391.000000 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -70391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70394.343750 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -70394.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70395.656250 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -70395.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70396.734375 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -70396.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70396.734375 Penalty: 3293.378418
	Iteration 15F: 3 clusters Score -70396.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (73009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Entering Unmasked Estep 
Score: -8635533.000000 Penalty: 2777.187744
	Iteration 0F: 2 clusters Score -8635533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -8586736.000000 Penalty: 5554.375488
	Iteration 0F: 3 clusters Score -8586736 nChanged 34097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -8606645.000000 Penalty: 5554.375488
	Iteration 1F: 3 clusters Score -8606645 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -8608026.000000 Penalty: 5554.375488
	Iteration 2Q: 3 clusters Score -8608026 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -8610035.000000 Penalty: 5554.375488
	Iteration 3F: 3 clusters Score -8610035 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -8612782.000000 Penalty: 5554.375488
	Iteration 4F: 3 clusters Score -8612782 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -8616284.000000 Penalty: 5554.375488
	Iteration 5F: 3 clusters Score -8616284 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -8619876.000000 Penalty: 5554.375488
	Iteration 6F: 3 clusters Score -8619876 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -8622702.000000 Penalty: 5554.375488
	Iteration 7F: 3 clusters Score -8622702 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -8624464.000000 Penalty: 5554.375488
	Iteration 8Q: 3 clusters Score -8624464 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -8625625.000000 Penalty: 5554.375488
	Iteration 9Q: 3 clusters Score -8625625 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -8626459.000000 Penalty: 5554.375488
	Iteration 10Q: 3 clusters Score -8626459 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -8627142.000000 Penalty: 5554.375488
	Iteration 11Q: 3 clusters Score -8627142 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -8627822.000000 Penalty: 5554.375488
	Iteration 12Q: 3 clusters Score -8627822 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -8628569.000000 Penalty: 5554.375488
	Iteration 13Q: 3 clusters Score -8628569 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -8629372.000000 Penalty: 5554.375488
	Iteration 14Q: 3 clusters Score -8629372 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -8630148.000000 Penalty: 5554.375488
	Iteration 15Q: 3 clusters Score -8630148 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -8630844.000000 Penalty: 5554.375488
	Iteration 16Q: 3 clusters Score -8630844 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -8631436.000000 Penalty: 5554.375488
	Iteration 17Q: 3 clusters Score -8631436 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -8631940.000000 Penalty: 5554.375488
	Iteration 18Q: 3 clusters Score -8631940 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -8632461.000000 Penalty: 5554.375488
	Iteration 19Q: 3 clusters Score -8632461 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -8632937.000000 Penalty: 5554.375488
	Iteration 20F: 3 clusters Score -8632937 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -8633541.000000 Penalty: 5554.375488
	Iteration 21Q: 3 clusters Score -8633541 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -8634393.000000 Penalty: 5554.375488
	Iteration 22Q: 3 clusters Score -8634393 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -8635166.000000 Penalty: 5554.375488
	Iteration 23Q: 3 clusters Score -8635166 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -8635451.000000 Penalty: 5554.375488
	Iteration 24Q: 3 clusters Score -8635451 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -8635559.000000 Penalty: 5554.375488
	Iteration 25Q: 3 clusters Score -8635559 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -8635593.000000 Penalty: 5554.375488
	Iteration 26Q: 3 clusters Score -8635593 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69225 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -8635632.000000 Penalty: 5554.375488
	Iteration 27Q: 3 clusters Score -8635632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -8635644.000000 Penalty: 5554.375488
	Iteration 28Q: 3 clusters Score -8635644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8635647.000000 Penalty: 5554.375488
	Iteration 29Q: 3 clusters Score -8635647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69201 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -8635654.000000 Penalty: 5554.375488
	Iteration 30Q: 3 clusters Score -8635654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -8635651.000000 Penalty: 5554.375488
	Iteration 31Q: 3 clusters Score -8635651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -8635634.000000 Penalty: 5554.375488
	Iteration 32Q: 3 clusters Score -8635634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -8635636.000000 Penalty: 5554.375488
	Iteration 33Q: 3 clusters Score -8635636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -8635637.000000 Penalty: 5554.375488
	Iteration 34Q: 3 clusters Score -8635637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -8635641.000000 Penalty: 5554.375488
	Iteration 35Q: 3 clusters Score -8635641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -8635643.000000 Penalty: 5554.375488
	Iteration 36Q: 3 clusters Score -8635643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -8635641.000000 Penalty: 5554.375488
	Iteration 37Q: 3 clusters Score -8635641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -8635640.000000 Penalty: 5554.375488
	Iteration 38Q: 3 clusters Score -8635640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -8635640.000000 Penalty: 5554.375488
	Iteration 39Q: 3 clusters Score -8635640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -8635640.000000 Penalty: 5554.375488
	Iteration 40F: 3 clusters Score -8635640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -8635645.000000 Penalty: 5554.375488
	Iteration 41Q: 3 clusters Score -8635645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -8635645.000000 Penalty: 5554.375488
	Iteration 42Q: 3 clusters Score -8635645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -8635655.000000 Penalty: 5554.375488
	Iteration 43Q: 3 clusters Score -8635655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -8635652.000000 Penalty: 5554.375488
	Iteration 44Q: 3 clusters Score -8635652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -8635652.000000 Penalty: 5554.375488
	Iteration 45F: 3 clusters Score -8635652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218261 members 
Mstep: Class 2 contains 66326 members 
Mstep: Class 3 contains 8880 members 
Mstep: Class 4 contains 27977 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 33931 members 
Mstep: Class 8 contains 13117 members 
Mstep: Class 9 contains 20630 members 
Mstep: Class 10 contains 36649 members 
Mstep: Class 11 contains 44171 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 69190 members 
Mstep: Class 15 contains 167656 members 
Mstep: Class 16 contains 94308 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 200507 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8926 members 
Mstep: Class 24 contains 227826 members 
Mstep: Class 25 contains 37866 members 
Mstep: Class 26 contains 3819 members 
Entering Unmasked Estep 
Score: -156005696.000000 Penalty: 90998.031250
Splitting cluster 14 changes total score from -156002656.000000 to -156005696.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (167656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167656 members 
Entering Unmasked Estep 
Score: -19957380.000000 Penalty: 2983.358154
	Iteration 0F: 2 clusters Score -1.995738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -19847602.000000 Penalty: 5966.716309
	Iteration 0F: 3 clusters Score -1.98476e+07 nChanged 80093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79068 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -19893788.000000 Penalty: 5966.716309
	Iteration 1F: 3 clusters Score -1.989379e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 91400 members 
Entering Unmasked Estep 
Score: -19895020.000000 Penalty: 5966.716309
	Iteration 2Q: 3 clusters Score -1.989502e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -19896866.000000 Penalty: 5966.716309
	Iteration 3Q: 3 clusters Score -1.989687e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 102025 members 
Entering Unmasked Estep 
Score: -19899836.000000 Penalty: 5966.716309
	Iteration 4Q: 3 clusters Score -1.989984e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 111412 members 
Entering Unmasked Estep 
Score: -19905166.000000 Penalty: 5966.716309
	Iteration 5F: 3 clusters Score -1.990517e+07 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 123909 members 
Entering Unmasked Estep 
Score: -19914588.000000 Penalty: 5966.716309
	Iteration 6F: 3 clusters Score -1.991459e+07 nChanged 14761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 138640 members 
Entering Unmasked Estep 
Score: -19927820.000000 Penalty: 5966.716309
	Iteration 7F: 3 clusters Score -1.992782e+07 nChanged 13880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 152512 members 
Entering Unmasked Estep 
Score: -19941406.000000 Penalty: 5966.716309
	Iteration 8F: 3 clusters Score -1.994141e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 161894 members 
Entering Unmasked Estep 
Score: -19949980.000000 Penalty: 5966.716309
	Iteration 9F: 3 clusters Score -1.994998e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 165932 members 
Entering Unmasked Estep 
Score: -19953362.000000 Penalty: 5966.716309
	Iteration 10Q: 3 clusters Score -1.995336e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 167107 members 
Entering Unmasked Estep 
Score: -19954230.000000 Penalty: 5966.716309
	Iteration 11Q: 3 clusters Score -1.995423e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 167382 members 
Entering Unmasked Estep 
Score: -19954514.000000 Penalty: 5966.716309
	Iteration 12Q: 3 clusters Score -1.995451e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 167445 members 
Entering Unmasked Estep 
Score: -19954626.000000 Penalty: 5966.716309
	Iteration 13Q: 3 clusters Score -1.995463e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 167459 members 
Entering Unmasked Estep 
Score: -19954648.000000 Penalty: 5966.716309
	Iteration 14Q: 3 clusters Score -1.995465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 167462 members 
Entering Unmasked Estep 
Score: -19954676.000000 Penalty: 5966.716309
	Iteration 15Q: 3 clusters Score -1.995468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 167468 members 
Entering Unmasked Estep 
Score: -19954710.000000 Penalty: 5966.716309
	Iteration 16Q: 3 clusters Score -1.995471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167473 members 
Entering Unmasked Estep 
Score: -19954730.000000 Penalty: 5966.716309
	Iteration 17Q: 3 clusters Score -1.995473e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 167477 members 
Entering Unmasked Estep 
Score: -19954742.000000 Penalty: 5966.716309
	Iteration 18Q: 3 clusters Score -1.995474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 167478 members 
Entering Unmasked Estep 
Score: -19954766.000000 Penalty: 5966.716309
	Iteration 19Q: 3 clusters Score -1.995477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 167478 members 
Entering Unmasked Estep 
Score: -19954766.000000 Penalty: 5966.716309
	Iteration 20F: 3 clusters Score -1.995477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 167475 members 
Entering Unmasked Estep 
Score: -19954762.000000 Penalty: 5966.716309
	Iteration 21Q: 3 clusters Score -1.995476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 167474 members 
Entering Unmasked Estep 
Score: -19954762.000000 Penalty: 5966.716309
	Iteration 22Q: 3 clusters Score -1.995476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 167474 members 
Entering Unmasked Estep 
Score: -19954762.000000 Penalty: 5966.716309
	Iteration 23F: 3 clusters Score -1.995476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94308 members 
Entering Unmasked Estep 
Score: -11267732.000000 Penalty: 2840.671631
	Iteration 0F: 2 clusters Score -1.126773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -11204711.000000 Penalty: 5681.343262
	Iteration 0F: 3 clusters Score -1.120471e+07 nChanged 44491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -11230250.000000 Penalty: 5681.343262
	Iteration 1F: 3 clusters Score -1.123025e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -11230768.000000 Penalty: 5681.343262
	Iteration 2Q: 3 clusters Score -1.123077e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -11231367.000000 Penalty: 5681.343262
	Iteration 3Q: 3 clusters Score -1.123137e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -11231975.000000 Penalty: 5681.343262
	Iteration 4Q: 3 clusters Score -1.123198e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -11232693.000000 Penalty: 5681.343262
	Iteration 5Q: 3 clusters Score -1.123269e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -11233736.000000 Penalty: 5681.343262
	Iteration 6Q: 3 clusters Score -1.123374e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 59061 members 
Entering Unmasked Estep 
Score: -11235671.000000 Penalty: 5681.343262
	Iteration 7Q: 3 clusters Score -1.123567e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -11239279.000000 Penalty: 5681.343262
	Iteration 8F: 3 clusters Score -1.123928e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 72167 members 
Entering Unmasked Estep 
Score: -11245105.000000 Penalty: 5681.343262
	Iteration 9F: 3 clusters Score -1.12451e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -11252558.000000 Penalty: 5681.343262
	Iteration 10F: 3 clusters Score -1.125256e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -11258742.000000 Penalty: 5681.343262
	Iteration 11F: 3 clusters Score -1.125874e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 90649 members 
Entering Unmasked Estep 
Score: -11262381.000000 Penalty: 5681.343262
	Iteration 12Q: 3 clusters Score -1.126238e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 92566 members 
Entering Unmasked Estep 
Score: -11263953.000000 Penalty: 5681.343262
	Iteration 13Q: 3 clusters Score -1.126395e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -11264570.000000 Penalty: 5681.343262
	Iteration 14Q: 3 clusters Score -1.126457e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 93672 members 
Entering Unmasked Estep 
Score: -11264874.000000 Penalty: 5681.343262
	Iteration 15Q: 3 clusters Score -1.126487e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 93832 members 
Entering Unmasked Estep 
Score: -11265040.000000 Penalty: 5681.343262
	Iteration 16Q: 3 clusters Score -1.126504e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -11265127.000000 Penalty: 5681.343262
	Iteration 17Q: 3 clusters Score -1.126513e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 93933 members 
Entering Unmasked Estep 
Score: -11265180.000000 Penalty: 5681.343262
	Iteration 18Q: 3 clusters Score -1.126518e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 93956 members 
Entering Unmasked Estep 
Score: -11265219.000000 Penalty: 5681.343262
	Iteration 19Q: 3 clusters Score -1.126522e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 93970 members 
Entering Unmasked Estep 
Score: -11265259.000000 Penalty: 5681.343262
	Iteration 20F: 3 clusters Score -1.126526e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 93977 members 
Entering Unmasked Estep 
Score: -11265289.000000 Penalty: 5681.343262
	Iteration 21Q: 3 clusters Score -1.126529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -11265313.000000 Penalty: 5681.343262
	Iteration 22Q: 3 clusters Score -1.126531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -11265317.000000 Penalty: 5681.343262
	Iteration 23Q: 3 clusters Score -1.126532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 93987 members 
Entering Unmasked Estep 
Score: -11265346.000000 Penalty: 5681.343262
	Iteration 24Q: 3 clusters Score -1.126535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -11265348.000000 Penalty: 5681.343262
	Iteration 25Q: 3 clusters Score -1.126535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 93996 members 
Entering Unmasked Estep 
Score: -11265350.000000 Penalty: 5681.343262
	Iteration 26Q: 3 clusters Score -1.126535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -11265350.000000 Penalty: 5681.343262
	Iteration 27Q: 3 clusters Score -1.126535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -11265350.000000 Penalty: 5681.343262
	Iteration 28F: 3 clusters Score -1.126535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Entering Unmasked Estep 
Score: -586836.250000 Penalty: 2126.948242
	Iteration 0F: 2 clusters Score -586836.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -582138.125000 Penalty: 4253.896484
	Iteration 0F: 3 clusters Score -582138.1 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -583506.562500 Penalty: 4253.896484
	Iteration 1F: 3 clusters Score -583506.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -583946.750000 Penalty: 4253.896484
	Iteration 2F: 3 clusters Score -583946.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -584298.062500 Penalty: 4253.896484
	Iteration 3F: 3 clusters Score -584298.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -584571.750000 Penalty: 4253.896484
	Iteration 4F: 3 clusters Score -584571.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -584787.312500 Penalty: 4253.896484
	Iteration 5Q: 3 clusters Score -584787.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -584943.500000 Penalty: 4253.896484
	Iteration 6Q: 3 clusters Score -584943.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -585045.375000 Penalty: 4253.896484
	Iteration 7Q: 3 clusters Score -585045.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -585135.500000 Penalty: 4253.896484
	Iteration 8Q: 3 clusters Score -585135.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -585218.187500 Penalty: 4253.896484
	Iteration 9Q: 3 clusters Score -585218.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -585284.812500 Penalty: 4253.896484
	Iteration 10Q: 3 clusters Score -585284.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -585343.062500 Penalty: 4253.896484
	Iteration 11Q: 3 clusters Score -585343.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -585389.437500 Penalty: 4253.896484
	Iteration 12Q: 3 clusters Score -585389.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -585439.000000 Penalty: 4253.896484
	Iteration 13Q: 3 clusters Score -585439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -585485.937500 Penalty: 4253.896484
	Iteration 14Q: 3 clusters Score -585485.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -585520.875000 Penalty: 4253.896484
	Iteration 15Q: 3 clusters Score -585520.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -585544.562500 Penalty: 4253.896484
	Iteration 16Q: 3 clusters Score -585544.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -585569.687500 Penalty: 4253.896484
	Iteration 17Q: 3 clusters Score -585569.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -585594.875000 Penalty: 4253.896484
	Iteration 18Q: 3 clusters Score -585594.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -585615.687500 Penalty: 4253.896484
	Iteration 19Q: 3 clusters Score -585615.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -585631.937500 Penalty: 4253.896484
	Iteration 20F: 3 clusters Score -585631.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -585653.562500 Penalty: 4253.896484
	Iteration 21Q: 3 clusters Score -585653.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -585676.937500 Penalty: 4253.896484
	Iteration 22Q: 3 clusters Score -585676.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -585701.437500 Penalty: 4253.896484
	Iteration 23Q: 3 clusters Score -585701.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -585713.250000 Penalty: 4253.896484
	Iteration 24Q: 3 clusters Score -585713.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -585721.687500 Penalty: 4253.896484
	Iteration 25Q: 3 clusters Score -585721.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -585724.375000 Penalty: 4253.896484
	Iteration 26Q: 3 clusters Score -585724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -585726.875000 Penalty: 4253.896484
	Iteration 27Q: 3 clusters Score -585726.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -585727.687500 Penalty: 4253.896484
	Iteration 28Q: 3 clusters Score -585727.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -585729.875000 Penalty: 4253.896484
	Iteration 29Q: 3 clusters Score -585729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -585731.250000 Penalty: 4253.896484
	Iteration 30Q: 3 clusters Score -585731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -585732.062500 Penalty: 4253.896484
	Iteration 31Q: 3 clusters Score -585732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -585732.062500 Penalty: 4253.896484
	Iteration 32F: 3 clusters Score -585732.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Entering Unmasked Estep 
Score: -623381.500000 Penalty: 2128.253906
	Iteration 0F: 2 clusters Score -623381.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -618610.250000 Penalty: 4256.507812
	Iteration 0F: 3 clusters Score -618610.2 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -619821.312500 Penalty: 4256.507812
	Iteration 1F: 3 clusters Score -619821.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -620066.437500 Penalty: 4256.507812
	Iteration 2F: 3 clusters Score -620066.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -620226.250000 Penalty: 4256.507812
	Iteration 3F: 3 clusters Score -620226.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -620332.250000 Penalty: 4256.507812
	Iteration 4Q: 3 clusters Score -620332.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -620416.937500 Penalty: 4256.507812
	Iteration 5Q: 3 clusters Score -620416.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -620489.250000 Penalty: 4256.507812
	Iteration 6Q: 3 clusters Score -620489.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -620543.250000 Penalty: 4256.507812
	Iteration 7Q: 3 clusters Score -620543.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -620600.250000 Penalty: 4256.507812
	Iteration 8Q: 3 clusters Score -620600.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -620666.437500 Penalty: 4256.507812
	Iteration 9Q: 3 clusters Score -620666.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -620728.562500 Penalty: 4256.507812
	Iteration 10Q: 3 clusters Score -620728.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -620784.625000 Penalty: 4256.507812
	Iteration 11Q: 3 clusters Score -620784.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -620842.937500 Penalty: 4256.507812
	Iteration 12Q: 3 clusters Score -620842.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -620894.000000 Penalty: 4256.507812
	Iteration 13Q: 3 clusters Score -620894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -620956.250000 Penalty: 4256.507812
	Iteration 14Q: 3 clusters Score -620956.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -621028.312500 Penalty: 4256.507812
	Iteration 15Q: 3 clusters Score -621028.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -621098.625000 Penalty: 4256.507812
	Iteration 16Q: 3 clusters Score -621098.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -621178.437500 Penalty: 4256.507812
	Iteration 17Q: 3 clusters Score -621178.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -621268.000000 Penalty: 4256.507812
	Iteration 18Q: 3 clusters Score -621268 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -621359.562500 Penalty: 4256.507812
	Iteration 19Q: 3 clusters Score -621359.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -621440.750000 Penalty: 4256.507812
	Iteration 20F: 3 clusters Score -621440.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -621533.062500 Penalty: 4256.507812
	Iteration 21Q: 3 clusters Score -621533.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -621617.812500 Penalty: 4256.507812
	Iteration 22Q: 3 clusters Score -621617.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -621707.875000 Penalty: 4256.507812
	Iteration 23Q: 3 clusters Score -621707.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -621807.687500 Penalty: 4256.507812
	Iteration 24Q: 3 clusters Score -621807.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -621945.062500 Penalty: 4256.507812
	Iteration 25Q: 3 clusters Score -621945.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -622112.625000 Penalty: 4256.507812
	Iteration 26Q: 3 clusters Score -622112.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -622276.000000 Penalty: 4256.507812
	Iteration 27Q: 3 clusters Score -622276 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -622428.812500 Penalty: 4256.507812
	Iteration 28Q: 3 clusters Score -622428.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -622540.687500 Penalty: 4256.507812
	Iteration 29Q: 3 clusters Score -622540.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -622590.937500 Penalty: 4256.507812
	Iteration 30Q: 3 clusters Score -622590.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -622609.625000 Penalty: 4256.507812
	Iteration 31Q: 3 clusters Score -622609.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -622617.687500 Penalty: 4256.507812
	Iteration 32Q: 3 clusters Score -622617.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -622624.875000 Penalty: 4256.507812
	Iteration 33Q: 3 clusters Score -622624.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -622628.500000 Penalty: 4256.507812
	Iteration 34Q: 3 clusters Score -622628.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -622629.375000 Penalty: 4256.507812
	Iteration 35Q: 3 clusters Score -622629.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -622633.312500 Penalty: 4256.507812
	Iteration 36Q: 3 clusters Score -622633.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -622634.750000 Penalty: 4256.507812
	Iteration 37Q: 3 clusters Score -622634.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -622637.000000 Penalty: 4256.507812
	Iteration 38Q: 3 clusters Score -622637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -622636.687500 Penalty: 4256.507812
	Iteration 39Q: 3 clusters Score -622636.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -622636.875000 Penalty: 4256.507812
	Iteration 40F: 3 clusters Score -622636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -622638.187500 Penalty: 4256.507812
	Iteration 41Q: 3 clusters Score -622638.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -622639.437500 Penalty: 4256.507812
	Iteration 42Q: 3 clusters Score -622639.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -622639.687500 Penalty: 4256.507812
	Iteration 43Q: 3 clusters Score -622639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -622641.000000 Penalty: 4256.507812
	Iteration 44Q: 3 clusters Score -622641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -622641.000000 Penalty: 4256.507812
	Iteration 45F: 3 clusters Score -622641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200507 members 
Entering Unmasked Estep 
Score: -23902678.000000 Penalty: 3027.733887
	Iteration 0F: 2 clusters Score -2.390268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99920 members 
Mstep: Class 2 contains 100587 members 
Entering Unmasked Estep 
Score: -23785572.000000 Penalty: 6055.467773
	Iteration 0F: 3 clusters Score -2.378557e+07 nChanged 96788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 108815 members 
Entering Unmasked Estep 
Score: -23843980.000000 Penalty: 6055.467773
	Iteration 1F: 3 clusters Score -2.384398e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 114270 members 
Entering Unmasked Estep 
Score: -23846892.000000 Penalty: 6055.467773
	Iteration 2Q: 3 clusters Score -2.384689e+07 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 122604 members 
Entering Unmasked Estep 
Score: -23851644.000000 Penalty: 6055.467773
	Iteration 3F: 3 clusters Score -2.385164e+07 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 134622 members 
Entering Unmasked Estep 
Score: -23860320.000000 Penalty: 6055.467773
	Iteration 4F: 3 clusters Score -2.386032e+07 nChanged 16703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 149881 members 
Entering Unmasked Estep 
Score: -23873674.000000 Penalty: 6055.467773
	Iteration 5F: 3 clusters Score -2.387367e+07 nChanged 17480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 166357 members 
Entering Unmasked Estep 
Score: -23886404.000000 Penalty: 6055.467773
	Iteration 6F: 3 clusters Score -2.38864e+07 nChanged 14031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 179700 members 
Entering Unmasked Estep 
Score: -23894364.000000 Penalty: 6055.467773
	Iteration 7F: 3 clusters Score -2.389436e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 187539 members 
Entering Unmasked Estep 
Score: -23898100.000000 Penalty: 6055.467773
	Iteration 8Q: 3 clusters Score -2.38981e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 191508 members 
Entering Unmasked Estep 
Score: -23899992.000000 Penalty: 6055.467773
	Iteration 9Q: 3 clusters Score -2.389999e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 193376 members 
Entering Unmasked Estep 
Score: -23900906.000000 Penalty: 6055.467773
	Iteration 10Q: 3 clusters Score -2.390091e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 194358 members 
Entering Unmasked Estep 
Score: -23901600.000000 Penalty: 6055.467773
	Iteration 11Q: 3 clusters Score -2.39016e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 194875 members 
Entering Unmasked Estep 
Score: -23901892.000000 Penalty: 6055.467773
	Iteration 12Q: 3 clusters Score -2.390189e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 195164 members 
Entering Unmasked Estep 
Score: -23902146.000000 Penalty: 6055.467773
	Iteration 13Q: 3 clusters Score -2.390215e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 195366 members 
Entering Unmasked Estep 
Score: -23902242.000000 Penalty: 6055.467773
	Iteration 14Q: 3 clusters Score -2.390224e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 195510 members 
Entering Unmasked Estep 
Score: -23902270.000000 Penalty: 6055.467773
	Iteration 15Q: 3 clusters Score -2.390227e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 195641 members 
Entering Unmasked Estep 
Score: -23902274.000000 Penalty: 6055.467773
	Iteration 16Q: 3 clusters Score -2.390227e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 195727 members 
Entering Unmasked Estep 
Score: -23902272.000000 Penalty: 6055.467773
	Iteration 17Q: 3 clusters Score -2.390227e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 195796 members 
Entering Unmasked Estep 
Score: -23902274.000000 Penalty: 6055.467773
	Iteration 18Q: 3 clusters Score -2.390227e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 195858 members 
Entering Unmasked Estep 
Score: -23902292.000000 Penalty: 6055.467773
	Iteration 19Q: 3 clusters Score -2.390229e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 195901 members 
Entering Unmasked Estep 
Score: -23902278.000000 Penalty: 6055.467773
	Iteration 20F: 3 clusters Score -2.390228e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 195939 members 
Entering Unmasked Estep 
Score: -23902274.000000 Penalty: 6055.467773
	Iteration 21Q: 3 clusters Score -2.390227e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 195965 members 
Entering Unmasked Estep 
Score: -23902292.000000 Penalty: 6055.467773
	Iteration 22Q: 3 clusters Score -2.390229e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 195989 members 
Entering Unmasked Estep 
Score: -23902290.000000 Penalty: 6055.467773
	Iteration 23Q: 3 clusters Score -2.390229e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 196007 members 
Entering Unmasked Estep 
Score: -23902266.000000 Penalty: 6055.467773
	Iteration 24Q: 3 clusters Score -2.390227e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 196013 members 
Entering Unmasked Estep 
Score: -23902250.000000 Penalty: 6055.467773
	Iteration 25Q: 3 clusters Score -2.390225e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 196027 members 
Entering Unmasked Estep 
Score: -23902278.000000 Penalty: 6055.467773
	Iteration 26Q: 3 clusters Score -2.390228e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 196051 members 
Entering Unmasked Estep 
Score: -23902260.000000 Penalty: 6055.467773
	Iteration 27Q: 3 clusters Score -2.390226e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 196064 members 
Entering Unmasked Estep 
Score: -23902254.000000 Penalty: 6055.467773
	Iteration 28Q: 3 clusters Score -2.390225e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 196076 members 
Entering Unmasked Estep 
Score: -23902254.000000 Penalty: 6055.467773
	Iteration 29Q: 3 clusters Score -2.390225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 196086 members 
Entering Unmasked Estep 
Score: -23902254.000000 Penalty: 6055.467773
	Iteration 30Q: 3 clusters Score -2.390225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 196088 members 
Entering Unmasked Estep 
Score: -23902264.000000 Penalty: 6055.467773
	Iteration 31Q: 3 clusters Score -2.390226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 196092 members 
Entering Unmasked Estep 
Score: -23902240.000000 Penalty: 6055.467773
	Iteration 32Q: 3 clusters Score -2.390224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 196098 members 
Entering Unmasked Estep 
Score: -23902216.000000 Penalty: 6055.467773
	Iteration 33Q: 3 clusters Score -2.390222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 196105 members 
Entering Unmasked Estep 
Score: -23902226.000000 Penalty: 6055.467773
	Iteration 34Q: 3 clusters Score -2.390223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 196101 members 
Entering Unmasked Estep 
Score: -23902224.000000 Penalty: 6055.467773
	Iteration 35Q: 3 clusters Score -2.390222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 196103 members 
Entering Unmasked Estep 
Score: -23902220.000000 Penalty: 6055.467773
	Iteration 36Q: 3 clusters Score -2.390222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 196106 members 
Entering Unmasked Estep 
Score: -23902224.000000 Penalty: 6055.467773
	Iteration 37Q: 3 clusters Score -2.390222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 196109 members 
Entering Unmasked Estep 
Score: -23902230.000000 Penalty: 6055.467773
	Iteration 38Q: 3 clusters Score -2.390223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 196109 members 
Entering Unmasked Estep 
Score: -23902238.000000 Penalty: 6055.467773
	Iteration 39Q: 3 clusters Score -2.390224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 196109 members 
Entering Unmasked Estep 
Score: -23902236.000000 Penalty: 6055.467773
	Iteration 40F: 3 clusters Score -2.390224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 196110 members 
Entering Unmasked Estep 
Score: -23902244.000000 Penalty: 6055.467773
	Iteration 41Q: 3 clusters Score -2.390224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 196114 members 
Entering Unmasked Estep 
Score: -23902240.000000 Penalty: 6055.467773
	Iteration 42Q: 3 clusters Score -2.390224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 196118 members 
Entering Unmasked Estep 
Score: -23902252.000000 Penalty: 6055.467773
	Iteration 43Q: 3 clusters Score -2.390225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 196123 members 
Entering Unmasked Estep 
Score: -23902244.000000 Penalty: 6055.467773
	Iteration 44Q: 3 clusters Score -2.390224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 196129 members 
Entering Unmasked Estep 
Score: -23902242.000000 Penalty: 6055.467773
	Iteration 45Q: 3 clusters Score -2.390224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 196134 members 
Entering Unmasked Estep 
Score: -23902232.000000 Penalty: 6055.467773
	Iteration 46Q: 3 clusters Score -2.390223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 196139 members 
Entering Unmasked Estep 
Score: -23902236.000000 Penalty: 6055.467773
	Iteration 47Q: 3 clusters Score -2.390224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 196144 members 
Entering Unmasked Estep 
Score: -23902214.000000 Penalty: 6055.467773
	Iteration 48Q: 3 clusters Score -2.390221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 196152 members 
Entering Unmasked Estep 
Score: -23902218.000000 Penalty: 6055.467773
	Iteration 49Q: 3 clusters Score -2.390222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 196156 members 
Entering Unmasked Estep 
Score: -23902202.000000 Penalty: 6055.467773
	Iteration 50Q: 3 clusters Score -2.39022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 196160 members 
Entering Unmasked Estep 
Score: -23902238.000000 Penalty: 6055.467773
	Iteration 51Q: 3 clusters Score -2.390224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 196166 members 
Entering Unmasked Estep 
Score: -23902224.000000 Penalty: 6055.467773
	Iteration 52Q: 3 clusters Score -2.390222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 196170 members 
Entering Unmasked Estep 
Score: -23902218.000000 Penalty: 6055.467773
	Iteration 53Q: 3 clusters Score -2.390222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 196175 members 
Entering Unmasked Estep 
Score: -23902232.000000 Penalty: 6055.467773
	Iteration 54Q: 3 clusters Score -2.390223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 196177 members 
Entering Unmasked Estep 
Score: -23902234.000000 Penalty: 6055.467773
	Iteration 55Q: 3 clusters Score -2.390223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 196179 members 
Entering Unmasked Estep 
Score: -23902226.000000 Penalty: 6055.467773
	Iteration 56Q: 3 clusters Score -2.390223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 196185 members 
Entering Unmasked Estep 
Score: -23902226.000000 Penalty: 6055.467773
	Iteration 57Q: 3 clusters Score -2.390223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 196193 members 
Entering Unmasked Estep 
Score: -23902226.000000 Penalty: 6055.467773
	Iteration 58Q: 3 clusters Score -2.390223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 196198 members 
Entering Unmasked Estep 
Score: -23902220.000000 Penalty: 6055.467773
	Iteration 59Q: 3 clusters Score -2.390222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 196202 members 
Entering Unmasked Estep 
Score: -23902224.000000 Penalty: 6055.467773
	Iteration 60F: 3 clusters Score -2.390222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 196205 members 
Entering Unmasked Estep 
Score: -23902240.000000 Penalty: 6055.467773
	Iteration 61Q: 3 clusters Score -2.390224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 196207 members 
Entering Unmasked Estep 
Score: -23902254.000000 Penalty: 6055.467773
	Iteration 62Q: 3 clusters Score -2.390225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 196207 members 
Entering Unmasked Estep 
Score: -23902256.000000 Penalty: 6055.467773
	Iteration 63Q: 3 clusters Score -2.390226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 196207 members 
Entering Unmasked Estep 
Score: -23902256.000000 Penalty: 6055.467773
	Iteration 64F: 3 clusters Score -2.390226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -307583.875000 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -307583.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -304486.312500 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -304486.3 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -305034.250000 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -305034.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -305175.062500 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -305175.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -305250.468750 Penalty: 3925.106445
	Iteration 3Q: 3 clusters Score -305250.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -305305.843750 Penalty: 3925.106445
	Iteration 4Q: 3 clusters Score -305305.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -305329.500000 Penalty: 3925.106445
	Iteration 5Q: 3 clusters Score -305329.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -305348.093750 Penalty: 3925.106445
	Iteration 6Q: 3 clusters Score -305348.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -305360.593750 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -305360.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -305373.125000 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -305373.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -305386.531250 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -305386.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -305400.656250 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -305400.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -305409.625000 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -305409.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -305421.906250 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -305421.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -305430.750000 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -305430.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -305437.250000 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -305437.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -305442.000000 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -305442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -305446.156250 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -305446.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -305450.937500 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -305450.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -305456.031250 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -305456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -305462.250000 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -305462.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -305467.750000 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -305467.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -305475.125000 Penalty: 3925.106445
	Iteration 21Q: 3 clusters Score -305475.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -305481.156250 Penalty: 3925.106445
	Iteration 22Q: 3 clusters Score -305481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -305487.593750 Penalty: 3925.106445
	Iteration 23Q: 3 clusters Score -305487.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -305494.437500 Penalty: 3925.106445
	Iteration 24Q: 3 clusters Score -305494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -305497.656250 Penalty: 3925.106445
	Iteration 25Q: 3 clusters Score -305497.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -305501.031250 Penalty: 3925.106445
	Iteration 26Q: 3 clusters Score -305501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -305502.343750 Penalty: 3925.106445
	Iteration 27Q: 3 clusters Score -305502.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -305503.125000 Penalty: 3925.106445
	Iteration 28Q: 3 clusters Score -305503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -305503.343750 Penalty: 3925.106445
	Iteration 29Q: 3 clusters Score -305503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -305503.343750 Penalty: 3925.106445
	Iteration 30F: 3 clusters Score -305503.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Entering Unmasked Estep 
Score: -1148593.250000 Penalty: 2283.518799
	Iteration 0F: 2 clusters Score -1148593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1140894.750000 Penalty: 4567.037598
	Iteration 0F: 3 clusters Score -1140895 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1143244.250000 Penalty: 4567.037598
	Iteration 1F: 3 clusters Score -1143244 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1143622.375000 Penalty: 4567.037598
	Iteration 2F: 3 clusters Score -1143622 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1143933.375000 Penalty: 4567.037598
	Iteration 3F: 3 clusters Score -1143933 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1144226.000000 Penalty: 4567.037598
	Iteration 4F: 3 clusters Score -1144226 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1144516.875000 Penalty: 4567.037598
	Iteration 5Q: 3 clusters Score -1144517 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1144811.375000 Penalty: 4567.037598
	Iteration 6Q: 3 clusters Score -1144811 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1145114.500000 Penalty: 4567.037598
	Iteration 7Q: 3 clusters Score -1145114 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1145426.250000 Penalty: 4567.037598
	Iteration 8Q: 3 clusters Score -1145426 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1145695.000000 Penalty: 4567.037598
	Iteration 9Q: 3 clusters Score -1145695 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1145909.125000 Penalty: 4567.037598
	Iteration 10Q: 3 clusters Score -1145909 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1146069.875000 Penalty: 4567.037598
	Iteration 11Q: 3 clusters Score -1146070 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1146186.500000 Penalty: 4567.037598
	Iteration 12Q: 3 clusters Score -1146186 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1146289.500000 Penalty: 4567.037598
	Iteration 13Q: 3 clusters Score -1146290 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1146375.125000 Penalty: 4567.037598
	Iteration 14Q: 3 clusters Score -1146375 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1146476.625000 Penalty: 4567.037598
	Iteration 15Q: 3 clusters Score -1146477 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1146659.000000 Penalty: 4567.037598
	Iteration 16Q: 3 clusters Score -1146659 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1147101.375000 Penalty: 4567.037598
	Iteration 17Q: 3 clusters Score -1147101 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1147388.625000 Penalty: 4567.037598
	Iteration 18Q: 3 clusters Score -1147389 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1147622.000000 Penalty: 4567.037598
	Iteration 19Q: 3 clusters Score -1147622 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1147890.375000 Penalty: 4567.037598
	Iteration 20F: 3 clusters Score -1147890 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1148255.000000 Penalty: 4567.037598
	Iteration 21Q: 3 clusters Score -1148255 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1148757.750000 Penalty: 4567.037598
	Iteration 22Q: 3 clusters Score -1148758 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1149316.625000 Penalty: 4567.037598
	Iteration 23Q: 3 clusters Score -1149317 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1149845.250000 Penalty: 4567.037598
	Iteration 24Q: 3 clusters Score -1149845 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1150147.125000 Penalty: 4567.037598
	Iteration 25Q: 3 clusters Score -1150147 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1150210.750000 Penalty: 4567.037598
	Iteration 26Q: 3 clusters Score -1150211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1150226.750000 Penalty: 4567.037598
	Iteration 27Q: 3 clusters Score -1150227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1150235.875000 Penalty: 4567.037598
	Iteration 28Q: 3 clusters Score -1150236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1150238.750000 Penalty: 4567.037598
	Iteration 29Q: 3 clusters Score -1150239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1150240.500000 Penalty: 4567.037598
	Iteration 30Q: 3 clusters Score -1150240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1150243.375000 Penalty: 4567.037598
	Iteration 31Q: 3 clusters Score -1150243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1150245.250000 Penalty: 4567.037598
	Iteration 32Q: 3 clusters Score -1150245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1150247.250000 Penalty: 4567.037598
	Iteration 33Q: 3 clusters Score -1150247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1150246.375000 Penalty: 4567.037598
	Iteration 34Q: 3 clusters Score -1150246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1150246.750000 Penalty: 4567.037598
	Iteration 35Q: 3 clusters Score -1150247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1150246.875000 Penalty: 4567.037598
	Iteration 36Q: 3 clusters Score -1150247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1150248.750000 Penalty: 4567.037598
	Iteration 37F: 3 clusters Score -1150249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1150252.000000 Penalty: 4567.037598
	Iteration 38Q: 3 clusters Score -1150252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1150253.125000 Penalty: 4567.037598
	Iteration 39Q: 3 clusters Score -1150253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1150252.750000 Penalty: 4567.037598
	Iteration 40F: 3 clusters Score -1150253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1150253.375000 Penalty: 4567.037598
	Iteration 41Q: 3 clusters Score -1150253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1150253.125000 Penalty: 4567.037598
	Iteration 42Q: 3 clusters Score -1150253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1150254.375000 Penalty: 4567.037598
	Iteration 43Q: 3 clusters Score -1150254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1150253.500000 Penalty: 4567.037598
	Iteration 44Q: 3 clusters Score -1150254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1150255.000000 Penalty: 4567.037598
	Iteration 45Q: 3 clusters Score -1150255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1150253.250000 Penalty: 4567.037598
	Iteration 46Q: 3 clusters Score -1150253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1150255.375000 Penalty: 4567.037598
	Iteration 47Q: 3 clusters Score -1150255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1150254.750000 Penalty: 4567.037598
	Iteration 48Q: 3 clusters Score -1150255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1150254.750000 Penalty: 4567.037598
	Iteration 49Q: 3 clusters Score -1150255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1150252.750000 Penalty: 4567.037598
	Iteration 50Q: 3 clusters Score -1150253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1150252.750000 Penalty: 4567.037598
	Iteration 51F: 3 clusters Score -1150253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218261 members 
Mstep: Class 2 contains 66326 members 
Mstep: Class 3 contains 8880 members 
Mstep: Class 4 contains 27977 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 33931 members 
Mstep: Class 8 contains 13117 members 
Mstep: Class 9 contains 20630 members 
Mstep: Class 10 contains 36649 members 
Mstep: Class 11 contains 44171 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 69190 members 
Mstep: Class 15 contains 167656 members 
Mstep: Class 16 contains 94308 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 200507 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 3302 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8926 members 
Mstep: Class 24 contains 227826 members 
Mstep: Class 25 contains 37866 members 
Mstep: Class 26 contains 3819 members 
Mstep: Class 27 contains 6672 members 
Entering Unmasked Estep 
Score: -156005488.000000 Penalty: 94497.960938
Splitting cluster 21 changes total score from -156002656.000000 to -156005488.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (5171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Entering Unmasked Estep 
Score: -565465.875000 Penalty: 2120.603760
	Iteration 0F: 2 clusters Score -565465.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -560851.312500 Penalty: 4241.207520
	Iteration 0F: 3 clusters Score -560851.3 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -562054.375000 Penalty: 4241.207520
	Iteration 1F: 3 clusters Score -562054.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -562358.687500 Penalty: 4241.207520
	Iteration 2F: 3 clusters Score -562358.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -562633.250000 Penalty: 4241.207520
	Iteration 3F: 3 clusters Score -562633.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -562981.187500 Penalty: 4241.207520
	Iteration 4F: 3 clusters Score -562981.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -563354.562500 Penalty: 4241.207520
	Iteration 5F: 3 clusters Score -563354.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -563616.937500 Penalty: 4241.207520
	Iteration 6F: 3 clusters Score -563616.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -563808.500000 Penalty: 4241.207520
	Iteration 7Q: 3 clusters Score -563808.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -563959.375000 Penalty: 4241.207520
	Iteration 8Q: 3 clusters Score -563959.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -564067.562500 Penalty: 4241.207520
	Iteration 9Q: 3 clusters Score -564067.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -564136.875000 Penalty: 4241.207520
	Iteration 10Q: 3 clusters Score -564136.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -564186.062500 Penalty: 4241.207520
	Iteration 11Q: 3 clusters Score -564186.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -564231.875000 Penalty: 4241.207520
	Iteration 12Q: 3 clusters Score -564231.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -564261.875000 Penalty: 4241.207520
	Iteration 13Q: 3 clusters Score -564261.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -564279.625000 Penalty: 4241.207520
	Iteration 14Q: 3 clusters Score -564279.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -564289.937500 Penalty: 4241.207520
	Iteration 15Q: 3 clusters Score -564289.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -564295.750000 Penalty: 4241.207520
	Iteration 16Q: 3 clusters Score -564295.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -564300.000000 Penalty: 4241.207520
	Iteration 17Q: 3 clusters Score -564300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -564305.125000 Penalty: 4241.207520
	Iteration 18Q: 3 clusters Score -564305.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -564308.875000 Penalty: 4241.207520
	Iteration 19Q: 3 clusters Score -564308.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -564313.937500 Penalty: 4241.207520
	Iteration 20F: 3 clusters Score -564313.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -564317.062500 Penalty: 4241.207520
	Iteration 21Q: 3 clusters Score -564317.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -564318.062500 Penalty: 4241.207520
	Iteration 22Q: 3 clusters Score -564318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -564320.375000 Penalty: 4241.207520
	Iteration 23Q: 3 clusters Score -564320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -564321.000000 Penalty: 4241.207520
	Iteration 24Q: 3 clusters Score -564321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -564324.500000 Penalty: 4241.207520
	Iteration 25Q: 3 clusters Score -564324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -564326.187500 Penalty: 4241.207520
	Iteration 26Q: 3 clusters Score -564326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -564325.875000 Penalty: 4241.207520
	Iteration 27Q: 3 clusters Score -564325.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -564328.500000 Penalty: 4241.207520
	Iteration 28Q: 3 clusters Score -564328.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -564328.500000 Penalty: 4241.207520
	Iteration 29F: 3 clusters Score -564328.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Entering Unmasked Estep 
Score: -1066857.000000 Penalty: 2255.987549
	Iteration 0F: 2 clusters Score -1066857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1059786.250000 Penalty: 4511.975098
	Iteration 0F: 3 clusters Score -1059786 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1061847.375000 Penalty: 4511.975098
	Iteration 1F: 3 clusters Score -1061847 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1062243.500000 Penalty: 4511.975098
	Iteration 2F: 3 clusters Score -1062244 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1062587.250000 Penalty: 4511.975098
	Iteration 3F: 3 clusters Score -1062587 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1062852.750000 Penalty: 4511.975098
	Iteration 4F: 3 clusters Score -1062853 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1063116.875000 Penalty: 4511.975098
	Iteration 5Q: 3 clusters Score -1063117 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1063366.250000 Penalty: 4511.975098
	Iteration 6Q: 3 clusters Score -1063366 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1063589.500000 Penalty: 4511.975098
	Iteration 7Q: 3 clusters Score -1063590 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1063804.500000 Penalty: 4511.975098
	Iteration 8Q: 3 clusters Score -1063804 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1063984.625000 Penalty: 4511.975098
	Iteration 9Q: 3 clusters Score -1063985 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1064140.500000 Penalty: 4511.975098
	Iteration 10Q: 3 clusters Score -1064140 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1064278.625000 Penalty: 4511.975098
	Iteration 11Q: 3 clusters Score -1064279 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1064380.125000 Penalty: 4511.975098
	Iteration 12Q: 3 clusters Score -1064380 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1064461.750000 Penalty: 4511.975098
	Iteration 13Q: 3 clusters Score -1064462 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1064539.375000 Penalty: 4511.975098
	Iteration 14Q: 3 clusters Score -1064539 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1064605.375000 Penalty: 4511.975098
	Iteration 15Q: 3 clusters Score -1064605 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1064664.125000 Penalty: 4511.975098
	Iteration 16Q: 3 clusters Score -1064664 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1064723.625000 Penalty: 4511.975098
	Iteration 17Q: 3 clusters Score -1064724 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1064768.000000 Penalty: 4511.975098
	Iteration 18Q: 3 clusters Score -1064768 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1064813.125000 Penalty: 4511.975098
	Iteration 19Q: 3 clusters Score -1064813 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1064845.500000 Penalty: 4511.975098
	Iteration 20F: 3 clusters Score -1064846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1064891.500000 Penalty: 4511.975098
	Iteration 21Q: 3 clusters Score -1064892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1064926.500000 Penalty: 4511.975098
	Iteration 22Q: 3 clusters Score -1064926 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1064951.875000 Penalty: 4511.975098
	Iteration 23Q: 3 clusters Score -1064952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1064977.500000 Penalty: 4511.975098
	Iteration 24Q: 3 clusters Score -1064978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1064999.375000 Penalty: 4511.975098
	Iteration 25Q: 3 clusters Score -1064999 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1065022.375000 Penalty: 4511.975098
	Iteration 26Q: 3 clusters Score -1065022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1065042.625000 Penalty: 4511.975098
	Iteration 27Q: 3 clusters Score -1065043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1065054.000000 Penalty: 4511.975098
	Iteration 28Q: 3 clusters Score -1065054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1065062.000000 Penalty: 4511.975098
	Iteration 29Q: 3 clusters Score -1065062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1065063.750000 Penalty: 4511.975098
	Iteration 30Q: 3 clusters Score -1065064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1065072.500000 Penalty: 4511.975098
	Iteration 31Q: 3 clusters Score -1065072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1065075.625000 Penalty: 4511.975098
	Iteration 32Q: 3 clusters Score -1065076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1065082.750000 Penalty: 4511.975098
	Iteration 33Q: 3 clusters Score -1065083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1065088.250000 Penalty: 4511.975098
	Iteration 34Q: 3 clusters Score -1065088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1065094.000000 Penalty: 4511.975098
	Iteration 35Q: 3 clusters Score -1065094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1065093.875000 Penalty: 4511.975098
	Iteration 36Q: 3 clusters Score -1065094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1065097.125000 Penalty: 4511.975098
	Iteration 37Q: 3 clusters Score -1065097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1065099.000000 Penalty: 4511.975098
	Iteration 38Q: 3 clusters Score -1065099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1065101.375000 Penalty: 4511.975098
	Iteration 39Q: 3 clusters Score -1065101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1065105.750000 Penalty: 4511.975098
	Iteration 40F: 3 clusters Score -1065106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1065107.750000 Penalty: 4511.975098
	Iteration 41Q: 3 clusters Score -1065108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1065108.875000 Penalty: 4511.975098
	Iteration 42Q: 3 clusters Score -1065109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1065109.625000 Penalty: 4511.975098
	Iteration 43Q: 3 clusters Score -1065110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1065112.125000 Penalty: 4511.975098
	Iteration 44Q: 3 clusters Score -1065112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1065111.750000 Penalty: 4511.975098
	Iteration 45Q: 3 clusters Score -1065112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1065113.000000 Penalty: 4511.975098
	Iteration 46Q: 3 clusters Score -1065113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1065115.000000 Penalty: 4511.975098
	Iteration 47Q: 3 clusters Score -1065115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1065116.125000 Penalty: 4511.975098
	Iteration 48Q: 3 clusters Score -1065116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1065115.500000 Penalty: 4511.975098
	Iteration 49Q: 3 clusters Score -1065116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1065116.500000 Penalty: 4511.975098
	Iteration 50Q: 3 clusters Score -1065116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1065116.500000 Penalty: 4511.975098
	Iteration 51Q: 3 clusters Score -1065116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1065116.750000 Penalty: 4511.975098
	Iteration 52Q: 3 clusters Score -1065117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1065116.750000 Penalty: 4511.975098
	Iteration 53F: 3 clusters Score -1065117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218261 members 
Mstep: Class 2 contains 66326 members 
Mstep: Class 3 contains 8880 members 
Mstep: Class 4 contains 27977 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 33931 members 
Mstep: Class 8 contains 13117 members 
Mstep: Class 9 contains 20630 members 
Mstep: Class 10 contains 36649 members 
Mstep: Class 11 contains 44171 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 69190 members 
Mstep: Class 15 contains 167656 members 
Mstep: Class 16 contains 94308 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 200507 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 3302 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156009456.000000 Penalty: 94497.960938
Iteration 119Q: 28 clusters Score -1.560095e+08 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 219504 members 
Mstep: Class 2 contains 66410 members 
Mstep: Class 3 contains 9068 members 
Mstep: Class 4 contains 29433 members 
Mstep: Class 5 contains 5378 members 
Mstep: Class 6 contains 20928 members 
Mstep: Class 7 contains 34137 members 
Mstep: Class 8 contains 13208 members 
Mstep: Class 9 contains 20741 members 
Mstep: Class 10 contains 36755 members 
Mstep: Class 11 contains 44222 members 
Mstep: Class 12 contains 10474 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 69434 members 
Mstep: Class 15 contains 168104 members 
Mstep: Class 16 contains 94357 members 
Mstep: Class 17 contains 5322 members 
Mstep: Class 18 contains 5073 members 
Mstep: Class 19 contains 201469 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 3485 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8928 members 
Mstep: Class 24 contains 223536 members 
Mstep: Class 25 contains 37282 members 
Mstep: Class 26 contains 3819 members 
Mstep: Class 27 contains 6188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013152.000000 Penalty: 94497.960938
Iteration 120F: 28 clusters Score -1.560132e+08 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 219201 members 
Mstep: Class 2 contains 66171 members 
Mstep: Class 3 contains 9060 members 
Mstep: Class 4 contains 30447 members 
Mstep: Class 5 contains 5434 members 
Mstep: Class 6 contains 20948 members 
Mstep: Class 7 contains 34174 members 
Mstep: Class 8 contains 13218 members 
Mstep: Class 9 contains 20601 members 
Mstep: Class 10 contains 36614 members 
Mstep: Class 11 contains 44135 members 
Mstep: Class 12 contains 10348 members 
Mstep: Class 13 contains 764 members 
Mstep: Class 14 contains 69210 members 
Mstep: Class 15 contains 167744 members 
Mstep: Class 16 contains 94309 members 
Mstep: Class 17 contains 5283 members 
Mstep: Class 18 contains 4864 members 
Mstep: Class 19 contains 200395 members 
Mstep: Class 20 contains 2737 members 
Mstep: Class 21 contains 3609 members 
Mstep: Class 22 contains 5170 members 
Mstep: Class 23 contains 8940 members 
Mstep: Class 24 contains 224127 members 
Mstep: Class 25 contains 37942 members 
Mstep: Class 26 contains 3846 members 
Mstep: Class 27 contains 6636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156015504.000000 Penalty: 94497.960938
Iteration 121Q: 28 clusters Score -1.560155e+08 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218928 members 
Mstep: Class 2 contains 65965 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 31318 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 20935 members 
Mstep: Class 7 contains 34168 members 
Mstep: Class 8 contains 13251 members 
Mstep: Class 9 contains 20500 members 
Mstep: Class 10 contains 36529 members 
Mstep: Class 11 contains 44083 members 
Mstep: Class 12 contains 10239 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 68991 members 
Mstep: Class 15 contains 167447 members 
Mstep: Class 16 contains 94301 members 
Mstep: Class 17 contains 5246 members 
Mstep: Class 18 contains 4686 members 
Mstep: Class 19 contains 199488 members 
Mstep: Class 20 contains 2737 members 
Mstep: Class 21 contains 3740 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8949 members 
Mstep: Class 24 contains 224678 members 
Mstep: Class 25 contains 38368 members 
Mstep: Class 26 contains 3887 members 
Mstep: Class 27 contains 6978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156017104.000000 Penalty: 94497.960938
Iteration 122Q: 28 clusters Score -1.560171e+08 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218651 members 
Mstep: Class 2 contains 65791 members 
Mstep: Class 3 contains 9056 members 
Mstep: Class 4 contains 32059 members 
Mstep: Class 5 contains 5568 members 
Mstep: Class 6 contains 20928 members 
Mstep: Class 7 contains 34162 members 
Mstep: Class 8 contains 13305 members 
Mstep: Class 9 contains 20425 members 
Mstep: Class 10 contains 36490 members 
Mstep: Class 11 contains 44056 members 
Mstep: Class 12 contains 10157 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 68824 members 
Mstep: Class 15 contains 167185 members 
Mstep: Class 16 contains 94302 members 
Mstep: Class 17 contains 5216 members 
Mstep: Class 18 contains 4545 members 
Mstep: Class 19 contains 198805 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 3840 members 
Mstep: Class 22 contains 5170 members 
Mstep: Class 23 contains 8955 members 
Mstep: Class 24 contains 225086 members 
Mstep: Class 25 contains 38711 members 
Mstep: Class 26 contains 3928 members 
Mstep: Class 27 contains 7213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156018048.000000 Penalty: 94497.960938
Iteration 123Q: 28 clusters Score -1.56018e+08 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218377 members 
Mstep: Class 2 contains 65671 members 
Mstep: Class 3 contains 9043 members 
Mstep: Class 4 contains 32703 members 
Mstep: Class 5 contains 5617 members 
Mstep: Class 6 contains 20912 members 
Mstep: Class 7 contains 34153 members 
Mstep: Class 8 contains 13346 members 
Mstep: Class 9 contains 20395 members 
Mstep: Class 10 contains 36451 members 
Mstep: Class 11 contains 44041 members 
Mstep: Class 12 contains 10089 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 68660 members 
Mstep: Class 15 contains 167003 members 
Mstep: Class 16 contains 94303 members 
Mstep: Class 17 contains 5195 members 
Mstep: Class 18 contains 4418 members 
Mstep: Class 19 contains 198250 members 
Mstep: Class 20 contains 2731 members 
Mstep: Class 21 contains 3917 members 
Mstep: Class 22 contains 5170 members 
Mstep: Class 23 contains 8962 members 
Mstep: Class 24 contains 225409 members 
Mstep: Class 25 contains 38989 members 
Mstep: Class 26 contains 3980 members 
Mstep: Class 27 contains 7379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156018640.000000 Penalty: 94497.960938
Iteration 124Q: 28 clusters Score -1.560186e+08 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218102 members 
Mstep: Class 2 contains 65525 members 
Mstep: Class 3 contains 9045 members 
Mstep: Class 4 contains 33335 members 
Mstep: Class 5 contains 5654 members 
Mstep: Class 6 contains 20893 members 
Mstep: Class 7 contains 34128 members 
Mstep: Class 8 contains 13384 members 
Mstep: Class 9 contains 20364 members 
Mstep: Class 10 contains 36408 members 
Mstep: Class 11 contains 44033 members 
Mstep: Class 12 contains 10040 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 68507 members 
Mstep: Class 15 contains 166886 members 
Mstep: Class 16 contains 94307 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 4312 members 
Mstep: Class 19 contains 197789 members 
Mstep: Class 20 contains 2726 members 
Mstep: Class 21 contains 3981 members 
Mstep: Class 22 contains 5170 members 
Mstep: Class 23 contains 8967 members 
Mstep: Class 24 contains 225662 members 
Mstep: Class 25 contains 39230 members 
Mstep: Class 26 contains 4045 members 
Mstep: Class 27 contains 7492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156019072.000000 Penalty: 94497.960938
Iteration 125Q: 28 clusters Score -1.560191e+08 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217863 members 
Mstep: Class 2 contains 65403 members 
Mstep: Class 3 contains 9048 members 
Mstep: Class 4 contains 33867 members 
Mstep: Class 5 contains 5682 members 
Mstep: Class 6 contains 20876 members 
Mstep: Class 7 contains 34103 members 
Mstep: Class 8 contains 13417 members 
Mstep: Class 9 contains 20332 members 
Mstep: Class 10 contains 36397 members 
Mstep: Class 11 contains 44042 members 
Mstep: Class 12 contains 9999 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 68360 members 
Mstep: Class 15 contains 166800 members 
Mstep: Class 16 contains 94313 members 
Mstep: Class 17 contains 5160 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 197359 members 
Mstep: Class 20 contains 2722 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8972 members 
Mstep: Class 24 contains 225832 members 
Mstep: Class 25 contains 39476 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 7601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156019760.000000 Penalty: 94497.960938
Iteration 126Q: 28 clusters Score -1.560198e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217644 members 
Mstep: Class 2 contains 65299 members 
Mstep: Class 3 contains 9054 members 
Mstep: Class 4 contains 34410 members 
Mstep: Class 5 contains 5695 members 
Mstep: Class 6 contains 20862 members 
Mstep: Class 7 contains 34075 members 
Mstep: Class 8 contains 13443 members 
Mstep: Class 9 contains 20316 members 
Mstep: Class 10 contains 36381 members 
Mstep: Class 11 contains 44048 members 
Mstep: Class 12 contains 9974 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 68264 members 
Mstep: Class 15 contains 166729 members 
Mstep: Class 16 contains 94313 members 
Mstep: Class 17 contains 5142 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 196998 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 4073 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 8978 members 
Mstep: Class 24 contains 225913 members 
Mstep: Class 25 contains 39703 members 
Mstep: Class 26 contains 4161 members 
Mstep: Class 27 contains 7688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156019728.000000 Penalty: 94497.960938
Iteration 127Q: 28 clusters Score -1.560197e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217464 members 
Mstep: Class 2 contains 65193 members 
Mstep: Class 3 contains 9049 members 
Mstep: Class 4 contains 34917 members 
Mstep: Class 5 contains 5705 members 
Mstep: Class 6 contains 20858 members 
Mstep: Class 7 contains 34044 members 
Mstep: Class 8 contains 13472 members 
Mstep: Class 9 contains 20296 members 
Mstep: Class 10 contains 36326 members 
Mstep: Class 11 contains 44056 members 
Mstep: Class 12 contains 9948 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 68174 members 
Mstep: Class 15 contains 166688 members 
Mstep: Class 16 contains 94304 members 
Mstep: Class 17 contains 5129 members 
Mstep: Class 18 contains 4019 members 
Mstep: Class 19 contains 196718 members 
Mstep: Class 20 contains 2715 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 8988 members 
Mstep: Class 24 contains 225930 members 
Mstep: Class 25 contains 39907 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 7773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156019792.000000 Penalty: 94497.960938
Iteration 128Q: 28 clusters Score -1.560198e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217274 members 
Mstep: Class 2 contains 65084 members 
Mstep: Class 3 contains 9048 members 
Mstep: Class 4 contains 35404 members 
Mstep: Class 5 contains 5717 members 
Mstep: Class 6 contains 20853 members 
Mstep: Class 7 contains 34030 members 
Mstep: Class 8 contains 13500 members 
Mstep: Class 9 contains 20283 members 
Mstep: Class 10 contains 36303 members 
Mstep: Class 11 contains 44061 members 
Mstep: Class 12 contains 9935 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 68093 members 
Mstep: Class 15 contains 166631 members 
Mstep: Class 16 contains 94304 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 196462 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4130 members 
Mstep: Class 22 contains 5170 members 
Mstep: Class 23 contains 8994 members 
Mstep: Class 24 contains 225880 members 
Mstep: Class 25 contains 40094 members 
Mstep: Class 26 contains 4252 members 
Mstep: Class 27 contains 7879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156019808.000000 Penalty: 94497.960938
Iteration 129Q: 28 clusters Score -1.560198e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217112 members 
Mstep: Class 2 contains 64984 members 
Mstep: Class 3 contains 9038 members 
Mstep: Class 4 contains 35852 members 
Mstep: Class 5 contains 5735 members 
Mstep: Class 6 contains 20844 members 
Mstep: Class 7 contains 33996 members 
Mstep: Class 8 contains 13527 members 
Mstep: Class 9 contains 20289 members 
Mstep: Class 10 contains 36271 members 
Mstep: Class 11 contains 44065 members 
Mstep: Class 12 contains 9920 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 68023 members 
Mstep: Class 15 contains 166588 members 
Mstep: Class 16 contains 94306 members 
Mstep: Class 17 contains 5107 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 196254 members 
Mstep: Class 20 contains 2713 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 5170 members 
Mstep: Class 23 contains 8996 members 
Mstep: Class 24 contains 225822 members 
Mstep: Class 25 contains 40265 members 
Mstep: Class 26 contains 4277 members 
Mstep: Class 27 contains 7949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156020256.000000 Penalty: 94497.960938
Iteration 130Q: 28 clusters Score -1.560203e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216966 members 
Mstep: Class 2 contains 64881 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 36271 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 20832 members 
Mstep: Class 7 contains 33973 members 
Mstep: Class 8 contains 13546 members 
Mstep: Class 9 contains 20288 members 
Mstep: Class 10 contains 36253 members 
Mstep: Class 11 contains 44057 members 
Mstep: Class 12 contains 9910 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 67961 members 
Mstep: Class 15 contains 166563 members 
Mstep: Class 16 contains 94303 members 
Mstep: Class 17 contains 5099 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 196045 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 4164 members 
Mstep: Class 22 contains 5170 members 
Mstep: Class 23 contains 9003 members 
Mstep: Class 24 contains 225749 members 
Mstep: Class 25 contains 40440 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 8004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156020512.000000 Penalty: 94497.960938
Iteration 131Q: 28 clusters Score -1.560205e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216854 members 
Mstep: Class 2 contains 64778 members 
Mstep: Class 3 contains 9055 members 
Mstep: Class 4 contains 36666 members 
Mstep: Class 5 contains 5766 members 
Mstep: Class 6 contains 20822 members 
Mstep: Class 7 contains 33952 members 
Mstep: Class 8 contains 13568 members 
Mstep: Class 9 contains 20294 members 
Mstep: Class 10 contains 36239 members 
Mstep: Class 11 contains 44058 members 
Mstep: Class 12 contains 9898 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 67879 members 
Mstep: Class 15 contains 166545 members 
Mstep: Class 16 contains 94306 members 
Mstep: Class 17 contains 5089 members 
Mstep: Class 18 contains 3825 members 
Mstep: Class 19 contains 195859 members 
Mstep: Class 20 contains 2713 members 
Mstep: Class 21 contains 4177 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 9014 members 
Mstep: Class 24 contains 225648 members 
Mstep: Class 25 contains 40604 members 
Mstep: Class 26 contains 4342 members 
Mstep: Class 27 contains 8042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156021040.000000 Penalty: 94497.960938
Iteration 132Q: 28 clusters Score -1.56021e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216758 members 
Mstep: Class 2 contains 64686 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 37039 members 
Mstep: Class 5 contains 5772 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 33939 members 
Mstep: Class 8 contains 13598 members 
Mstep: Class 9 contains 20312 members 
Mstep: Class 10 contains 36223 members 
Mstep: Class 11 contains 44064 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 67793 members 
Mstep: Class 15 contains 166509 members 
Mstep: Class 16 contains 94310 members 
Mstep: Class 17 contains 5093 members 
Mstep: Class 18 contains 3791 members 
Mstep: Class 19 contains 195672 members 
Mstep: Class 20 contains 2713 members 
Mstep: Class 21 contains 4190 members 
Mstep: Class 22 contains 5173 members 
Mstep: Class 23 contains 9023 members 
Mstep: Class 24 contains 225525 members 
Mstep: Class 25 contains 40756 members 
Mstep: Class 26 contains 4371 members 
Mstep: Class 27 contains 8085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156021632.000000 Penalty: 94497.960938
Iteration 133Q: 28 clusters Score -1.560216e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216725 members 
Mstep: Class 2 contains 64574 members 
Mstep: Class 3 contains 9102 members 
Mstep: Class 4 contains 37372 members 
Mstep: Class 5 contains 5783 members 
Mstep: Class 6 contains 20797 members 
Mstep: Class 7 contains 33909 members 
Mstep: Class 8 contains 13622 members 
Mstep: Class 9 contains 20322 members 
Mstep: Class 10 contains 36228 members 
Mstep: Class 11 contains 44062 members 
Mstep: Class 12 contains 9880 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 67716 members 
Mstep: Class 15 contains 166484 members 
Mstep: Class 16 contains 94321 members 
Mstep: Class 17 contains 5100 members 
Mstep: Class 18 contains 3769 members 
Mstep: Class 19 contains 195512 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4201 members 
Mstep: Class 22 contains 5173 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 225372 members 
Mstep: Class 25 contains 40884 members 
Mstep: Class 26 contains 4393 members 
Mstep: Class 27 contains 8116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156022288.000000 Penalty: 94497.960938
Iteration 134Q: 28 clusters Score -1.560223e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216674 members 
Mstep: Class 2 contains 64498 members 
Mstep: Class 3 contains 9126 members 
Mstep: Class 4 contains 37690 members 
Mstep: Class 5 contains 5799 members 
Mstep: Class 6 contains 20782 members 
Mstep: Class 7 contains 33889 members 
Mstep: Class 8 contains 13653 members 
Mstep: Class 9 contains 20327 members 
Mstep: Class 10 contains 36220 members 
Mstep: Class 11 contains 44076 members 
Mstep: Class 12 contains 9871 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 15 contains 166451 members 
Mstep: Class 16 contains 94325 members 
Mstep: Class 17 contains 5107 members 
Mstep: Class 18 contains 3754 members 
Mstep: Class 19 contains 195341 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4209 members 
Mstep: Class 22 contains 5174 members 
Mstep: Class 23 contains 9046 members 
Mstep: Class 24 contains 225230 members 
Mstep: Class 25 contains 41020 members 
Mstep: Class 26 contains 4420 members 
Mstep: Class 27 contains 8149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156022688.000000 Penalty: 94497.960938
Iteration 135Q: 28 clusters Score -1.560227e+08 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216600 members 
Mstep: Class 2 contains 64404 members 
Mstep: Class 3 contains 9107 members 
Mstep: Class 4 contains 38002 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 20767 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 13684 members 
Mstep: Class 9 contains 20342 members 
Mstep: Class 10 contains 36211 members 
Mstep: Class 11 contains 44093 members 
Mstep: Class 12 contains 9871 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 67530 members 
Mstep: Class 15 contains 166416 members 
Mstep: Class 16 contains 94333 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 3749 members 
Mstep: Class 19 contains 195195 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 4212 members 
Mstep: Class 22 contains 5174 members 
Mstep: Class 23 contains 9054 members 
Mstep: Class 24 contains 225079 members 
Mstep: Class 25 contains 41152 members 
Mstep: Class 26 contains 4443 members 
Mstep: Class 27 contains 8229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156022976.000000 Penalty: 94497.960938
Iteration 136Q: 28 clusters Score -1.56023e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216565 members 
Mstep: Class 2 contains 64327 members 
Mstep: Class 3 contains 9100 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 5814 members 
Mstep: Class 6 contains 20757 members 
Mstep: Class 7 contains 33852 members 
Mstep: Class 8 contains 13723 members 
Mstep: Class 9 contains 20343 members 
Mstep: Class 10 contains 36201 members 
Mstep: Class 11 contains 44100 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 67456 members 
Mstep: Class 15 contains 166347 members 
Mstep: Class 16 contains 94329 members 
Mstep: Class 17 contains 5125 members 
Mstep: Class 18 contains 3739 members 
Mstep: Class 19 contains 195054 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 5174 members 
Mstep: Class 23 contains 9062 members 
Mstep: Class 24 contains 224919 members 
Mstep: Class 25 contains 41295 members 
Mstep: Class 26 contains 4462 members 
Mstep: Class 27 contains 8307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156022992.000000 Penalty: 94497.960938
Iteration 137Q: 28 clusters Score -1.56023e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216498 members 
Mstep: Class 2 contains 64280 members 
Mstep: Class 3 contains 9088 members 
Mstep: Class 4 contains 38588 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 20745 members 
Mstep: Class 7 contains 33836 members 
Mstep: Class 8 contains 13769 members 
Mstep: Class 9 contains 20351 members 
Mstep: Class 10 contains 36186 members 
Mstep: Class 11 contains 44107 members 
Mstep: Class 12 contains 9871 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 67380 members 
Mstep: Class 15 contains 166285 members 
Mstep: Class 16 contains 94331 members 
Mstep: Class 17 contains 5126 members 
Mstep: Class 18 contains 3720 members 
Mstep: Class 19 contains 194902 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 9072 members 
Mstep: Class 24 contains 224799 members 
Mstep: Class 25 contains 41441 members 
Mstep: Class 26 contains 4481 members 
Mstep: Class 27 contains 8381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156023200.000000 Penalty: 94497.960938
Iteration 138Q: 28 clusters Score -1.560232e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216439 members 
Mstep: Class 2 contains 64229 members 
Mstep: Class 3 contains 9080 members 
Mstep: Class 4 contains 38841 members 
Mstep: Class 5 contains 5831 members 
Mstep: Class 6 contains 20734 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 13812 members 
Mstep: Class 9 contains 20362 members 
Mstep: Class 10 contains 36179 members 
Mstep: Class 11 contains 44112 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 67307 members 
Mstep: Class 15 contains 166206 members 
Mstep: Class 16 contains 94331 members 
Mstep: Class 17 contains 5145 members 
Mstep: Class 18 contains 3693 members 
Mstep: Class 19 contains 194763 members 
Mstep: Class 20 contains 2721 members 
Mstep: Class 21 contains 4216 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 9080 members 
Mstep: Class 24 contains 224674 members 
Mstep: Class 25 contains 41592 members 
Mstep: Class 26 contains 4496 members 
Mstep: Class 27 contains 8451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156023552.000000 Penalty: 94497.960938
Iteration 139Q: 28 clusters Score -1.560236e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216382 members 
Mstep: Class 2 contains 64163 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 39052 members 
Mstep: Class 5 contains 5842 members 
Mstep: Class 6 contains 20732 members 
Mstep: Class 7 contains 33836 members 
Mstep: Class 8 contains 13857 members 
Mstep: Class 9 contains 20371 members 
Mstep: Class 10 contains 36168 members 
Mstep: Class 11 contains 44118 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 67250 members 
Mstep: Class 15 contains 166147 members 
Mstep: Class 16 contains 94330 members 
Mstep: Class 17 contains 5161 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 194635 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 4216 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 9085 members 
Mstep: Class 24 contains 224552 members 
Mstep: Class 25 contains 41729 members 
Mstep: Class 26 contains 4508 members 
Mstep: Class 27 contains 8510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156023728.000000 Penalty: 94497.960938
Iteration 140F: 28 clusters Score -1.560237e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216353 members 
Mstep: Class 2 contains 64093 members 
Mstep: Class 3 contains 9053 members 
Mstep: Class 4 contains 39259 members 
Mstep: Class 5 contains 5851 members 
Mstep: Class 6 contains 20727 members 
Mstep: Class 7 contains 33838 members 
Mstep: Class 8 contains 13896 members 
Mstep: Class 9 contains 20382 members 
Mstep: Class 10 contains 36154 members 
Mstep: Class 11 contains 44126 members 
Mstep: Class 12 contains 9871 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 67191 members 
Mstep: Class 15 contains 166066 members 
Mstep: Class 16 contains 94329 members 
Mstep: Class 17 contains 5175 members 
Mstep: Class 18 contains 3678 members 
Mstep: Class 19 contains 194521 members 
Mstep: Class 20 contains 2721 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 5173 members 
Mstep: Class 23 contains 9091 members 
Mstep: Class 24 contains 224437 members 
Mstep: Class 25 contains 41861 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 8582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156023632.000000 Penalty: 94497.960938
Iteration 141Q: 28 clusters Score -1.560236e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216307 members 
Mstep: Class 2 contains 64039 members 
Mstep: Class 3 contains 9033 members 
Mstep: Class 4 contains 39475 members 
Mstep: Class 5 contains 5865 members 
Mstep: Class 6 contains 20723 members 
Mstep: Class 7 contains 33843 members 
Mstep: Class 8 contains 13943 members 
Mstep: Class 9 contains 20389 members 
Mstep: Class 10 contains 36143 members 
Mstep: Class 11 contains 44141 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 67129 members 
Mstep: Class 15 contains 166005 members 
Mstep: Class 16 contains 94331 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 3665 members 
Mstep: Class 19 contains 194412 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 5175 members 
Mstep: Class 23 contains 9093 members 
Mstep: Class 24 contains 224318 members 
Mstep: Class 25 contains 41962 members 
Mstep: Class 26 contains 4537 members 
Mstep: Class 27 contains 8641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156023808.000000 Penalty: 94497.960938
Iteration 142Q: 28 clusters Score -1.560238e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216281 members 
Mstep: Class 2 contains 63969 members 
Mstep: Class 3 contains 9002 members 
Mstep: Class 4 contains 39668 members 
Mstep: Class 5 contains 5875 members 
Mstep: Class 6 contains 20716 members 
Mstep: Class 7 contains 33851 members 
Mstep: Class 8 contains 13983 members 
Mstep: Class 9 contains 20384 members 
Mstep: Class 10 contains 36130 members 
Mstep: Class 11 contains 44151 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 14 contains 67105 members 
Mstep: Class 15 contains 165948 members 
Mstep: Class 16 contains 94338 members 
Mstep: Class 17 contains 5212 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 19 contains 194292 members 
Mstep: Class 20 contains 2724 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 5176 members 
Mstep: Class 23 contains 9097 members 
Mstep: Class 24 contains 224204 members 
Mstep: Class 25 contains 42068 members 
Mstep: Class 26 contains 4545 members 
Mstep: Class 27 contains 8700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156023888.000000 Penalty: 94497.960938
Iteration 143Q: 28 clusters Score -1.560239e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216244 members 
Mstep: Class 2 contains 63926 members 
Mstep: Class 3 contains 8980 members 
Mstep: Class 4 contains 39865 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 20707 members 
Mstep: Class 7 contains 33849 members 
Mstep: Class 8 contains 14020 members 
Mstep: Class 9 contains 20378 members 
Mstep: Class 10 contains 36116 members 
Mstep: Class 11 contains 44157 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 67068 members 
Mstep: Class 15 contains 165897 members 
Mstep: Class 16 contains 94359 members 
Mstep: Class 17 contains 5217 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 19 contains 194161 members 
Mstep: Class 20 contains 2724 members 
Mstep: Class 21 contains 4215 members 
Mstep: Class 22 contains 5176 members 
Mstep: Class 23 contains 9098 members 
Mstep: Class 24 contains 224082 members 
Mstep: Class 25 contains 42203 members 
Mstep: Class 26 contains 4555 members 
Mstep: Class 27 contains 8761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156023744.000000 Penalty: 94497.960938
Iteration 144Q: 28 clusters Score -1.560237e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216215 members 
Mstep: Class 2 contains 63871 members 
Mstep: Class 3 contains 8961 members 
Mstep: Class 4 contains 40086 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 20699 members 
Mstep: Class 7 contains 33852 members 
Mstep: Class 8 contains 14055 members 
Mstep: Class 9 contains 20382 members 
Mstep: Class 10 contains 36111 members 
Mstep: Class 11 contains 44163 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 67022 members 
Mstep: Class 15 contains 165862 members 
Mstep: Class 16 contains 94368 members 
Mstep: Class 17 contains 5224 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 194059 members 
Mstep: Class 20 contains 2724 members 
Mstep: Class 21 contains 4216 members 
Mstep: Class 22 contains 5175 members 
Mstep: Class 23 contains 9102 members 
Mstep: Class 24 contains 223903 members 
Mstep: Class 25 contains 42325 members 
Mstep: Class 26 contains 4565 members 
Mstep: Class 27 contains 8813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156024048.000000 Penalty: 94497.960938
Iteration 145Q: 28 clusters Score -1.56024e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216203 members 
Mstep: Class 2 contains 63828 members 
Mstep: Class 3 contains 8940 members 
Mstep: Class 4 contains 40290 members 
Mstep: Class 5 contains 5906 members 
Mstep: Class 6 contains 20691 members 
Mstep: Class 7 contains 33849 members 
Mstep: Class 8 contains 14091 members 
Mstep: Class 9 contains 20383 members 
Mstep: Class 10 contains 36099 members 
Mstep: Class 11 contains 44173 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 66968 members 
Mstep: Class 15 contains 165786 members 
Mstep: Class 16 contains 94372 members 
Mstep: Class 17 contains 5226 members 
Mstep: Class 18 contains 3647 members 
Mstep: Class 19 contains 193944 members 
Mstep: Class 20 contains 2727 members 
Mstep: Class 21 contains 4216 members 
Mstep: Class 22 contains 5176 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 223767 members 
Mstep: Class 25 contains 42478 members 
Mstep: Class 26 contains 4574 members 
Mstep: Class 27 contains 8856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156023984.000000 Penalty: 94497.960938
Iteration 146Q: 28 clusters Score -1.56024e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216177 members 
Mstep: Class 2 contains 63785 members 
Mstep: Class 3 contains 8926 members 
Mstep: Class 4 contains 40484 members 
Mstep: Class 5 contains 5919 members 
Mstep: Class 6 contains 20685 members 
Mstep: Class 7 contains 33851 members 
Mstep: Class 8 contains 14118 members 
Mstep: Class 9 contains 20378 members 
Mstep: Class 10 contains 36087 members 
Mstep: Class 11 contains 44183 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 66928 members 
Mstep: Class 15 contains 165720 members 
Mstep: Class 16 contains 94378 members 
Mstep: Class 17 contains 5219 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 193822 members 
Mstep: Class 20 contains 2731 members 
Mstep: Class 21 contains 4216 members 
Mstep: Class 22 contains 5176 members 
Mstep: Class 23 contains 9111 members 
Mstep: Class 24 contains 223632 members 
Mstep: Class 25 contains 42626 members 
Mstep: Class 26 contains 4582 members 
Mstep: Class 27 contains 8902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156024240.000000 Penalty: 94497.960938
Iteration 147Q: 28 clusters Score -1.560242e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216150 members 
Mstep: Class 2 contains 63751 members 
Mstep: Class 3 contains 8902 members 
Mstep: Class 4 contains 40692 members 
Mstep: Class 5 contains 5927 members 
Mstep: Class 6 contains 20681 members 
Mstep: Class 7 contains 33855 members 
Mstep: Class 8 contains 14152 members 
Mstep: Class 9 contains 20379 members 
Mstep: Class 10 contains 36062 members 
Mstep: Class 11 contains 44195 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 66905 members 
Mstep: Class 15 contains 165663 members 
Mstep: Class 16 contains 94388 members 
Mstep: Class 17 contains 5215 members 
Mstep: Class 18 contains 3682 members 
Mstep: Class 19 contains 193677 members 
Mstep: Class 20 contains 2732 members 
Mstep: Class 21 contains 4216 members 
Mstep: Class 22 contains 5176 members 
Mstep: Class 23 contains 9117 members 
Mstep: Class 24 contains 223448 members 
Mstep: Class 25 contains 42805 members 
Mstep: Class 26 contains 4587 members 
Mstep: Class 27 contains 8940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156024144.000000 Penalty: 94497.960938
Iteration 148Q: 28 clusters Score -1.560241e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216166 members 
Mstep: Class 2 contains 63710 members 
Mstep: Class 3 contains 8878 members 
Mstep: Class 4 contains 40921 members 
Mstep: Class 5 contains 5936 members 
Mstep: Class 6 contains 20672 members 
Mstep: Class 7 contains 33865 members 
Mstep: Class 8 contains 14183 members 
Mstep: Class 9 contains 20377 members 
Mstep: Class 10 contains 36039 members 
Mstep: Class 11 contains 44198 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 66876 members 
Mstep: Class 15 contains 165596 members 
Mstep: Class 16 contains 94385 members 
Mstep: Class 17 contains 5226 members 
Mstep: Class 18 contains 3690 members 
Mstep: Class 19 contains 193502 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4216 members 
Mstep: Class 22 contains 5176 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 223255 members 
Mstep: Class 25 contains 42996 members 
Mstep: Class 26 contains 4590 members 
Mstep: Class 27 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156024544.000000 Penalty: 94497.960938
Iteration 149Q: 28 clusters Score -1.560245e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216158 members 
Mstep: Class 2 contains 63664 members 
Mstep: Class 3 contains 8858 members 
Mstep: Class 4 contains 41146 members 
Mstep: Class 5 contains 5941 members 
Mstep: Class 6 contains 20660 members 
Mstep: Class 7 contains 33877 members 
Mstep: Class 8 contains 14210 members 
Mstep: Class 9 contains 20380 members 
Mstep: Class 10 contains 36025 members 
Mstep: Class 11 contains 44204 members 
Mstep: Class 12 contains 9874 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 66849 members 
Mstep: Class 15 contains 165532 members 
Mstep: Class 16 contains 94388 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 3703 members 
Mstep: Class 19 contains 193317 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4218 members 
Mstep: Class 22 contains 5175 members 
Mstep: Class 23 contains 9121 members 
Mstep: Class 24 contains 223076 members 
Mstep: Class 25 contains 43207 members 
Mstep: Class 26 contains 4592 members 
Mstep: Class 27 contains 9025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156024480.000000 Penalty: 94497.960938
Iteration 150Q: 28 clusters Score -1.560245e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216145 members 
Mstep: Class 2 contains 63614 members 
Mstep: Class 3 contains 8835 members 
Mstep: Class 4 contains 41365 members 
Mstep: Class 5 contains 5946 members 
Mstep: Class 6 contains 20649 members 
Mstep: Class 7 contains 33870 members 
Mstep: Class 8 contains 14232 members 
Mstep: Class 9 contains 20366 members 
Mstep: Class 10 contains 36015 members 
Mstep: Class 11 contains 44204 members 
Mstep: Class 12 contains 9880 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 66829 members 
Mstep: Class 15 contains 165493 members 
Mstep: Class 16 contains 94393 members 
Mstep: Class 17 contains 5247 members 
Mstep: Class 18 contains 3712 members 
Mstep: Class 19 contains 193140 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4218 members 
Mstep: Class 22 contains 5175 members 
Mstep: Class 23 contains 9123 members 
Mstep: Class 24 contains 222899 members 
Mstep: Class 25 contains 43434 members 
Mstep: Class 26 contains 4593 members 
Mstep: Class 27 contains 9056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156024480.000000 Penalty: 94497.960938
Iteration 151Q: 28 clusters Score -1.560245e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216134 members 
Mstep: Class 2 contains 63555 members 
Mstep: Class 3 contains 8826 members 
Mstep: Class 4 contains 41572 members 
Mstep: Class 5 contains 5956 members 
Mstep: Class 6 contains 20638 members 
Mstep: Class 7 contains 33864 members 
Mstep: Class 8 contains 14247 members 
Mstep: Class 9 contains 20355 members 
Mstep: Class 10 contains 36007 members 
Mstep: Class 11 contains 44212 members 
Mstep: Class 12 contains 9882 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 66796 members 
Mstep: Class 15 contains 165453 members 
Mstep: Class 16 contains 94409 members 
Mstep: Class 17 contains 5259 members 
Mstep: Class 18 contains 3728 members 
Mstep: Class 19 contains 192962 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4216 members 
Mstep: Class 22 contains 5176 members 
Mstep: Class 23 contains 9129 members 
Mstep: Class 24 contains 222714 members 
Mstep: Class 25 contains 43648 members 
Mstep: Class 26 contains 4598 members 
Mstep: Class 27 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156024944.000000 Penalty: 94497.960938
Iteration 152Q: 28 clusters Score -1.560249e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216146 members 
Mstep: Class 2 contains 63516 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 41784 members 
Mstep: Class 5 contains 5961 members 
Mstep: Class 6 contains 20634 members 
Mstep: Class 7 contains 33857 members 
Mstep: Class 8 contains 14268 members 
Mstep: Class 9 contains 20343 members 
Mstep: Class 10 contains 35995 members 
Mstep: Class 11 contains 44223 members 
Mstep: Class 12 contains 9886 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 66770 members 
Mstep: Class 15 contains 165396 members 
Mstep: Class 16 contains 94419 members 
Mstep: Class 17 contains 5276 members 
Mstep: Class 18 contains 3731 members 
Mstep: Class 19 contains 192781 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 5177 members 
Mstep: Class 23 contains 9134 members 
Mstep: Class 24 contains 222528 members 
Mstep: Class 25 contains 43858 members 
Mstep: Class 26 contains 4603 members 
Mstep: Class 27 contains 9136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156025120.000000 Penalty: 94497.960938
Iteration 153Q: 28 clusters Score -1.560251e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216133 members 
Mstep: Class 2 contains 63462 members 
Mstep: Class 3 contains 8777 members 
Mstep: Class 4 contains 42000 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 20623 members 
Mstep: Class 7 contains 33860 members 
Mstep: Class 8 contains 14289 members 
Mstep: Class 9 contains 20342 members 
Mstep: Class 10 contains 35979 members 
Mstep: Class 11 contains 44232 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 66758 members 
Mstep: Class 15 contains 165344 members 
Mstep: Class 16 contains 94429 members 
Mstep: Class 17 contains 5280 members 
Mstep: Class 18 contains 3737 members 
Mstep: Class 19 contains 192609 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 5179 members 
Mstep: Class 23 contains 9141 members 
Mstep: Class 24 contains 222331 members 
Mstep: Class 25 contains 44070 members 
Mstep: Class 26 contains 4604 members 
Mstep: Class 27 contains 9179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156025584.000000 Penalty: 94497.960938
Iteration 154Q: 28 clusters Score -1.560256e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216113 members 
Mstep: Class 2 contains 63411 members 
Mstep: Class 3 contains 8768 members 
Mstep: Class 4 contains 42233 members 
Mstep: Class 5 contains 5968 members 
Mstep: Class 6 contains 20614 members 
Mstep: Class 7 contains 33857 members 
Mstep: Class 8 contains 14305 members 
Mstep: Class 9 contains 20343 members 
Mstep: Class 10 contains 35976 members 
Mstep: Class 11 contains 44244 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 66721 members 
Mstep: Class 15 contains 165305 members 
Mstep: Class 16 contains 94442 members 
Mstep: Class 17 contains 5263 members 
Mstep: Class 18 contains 3748 members 
Mstep: Class 19 contains 192428 members 
Mstep: Class 20 contains 2737 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 5178 members 
Mstep: Class 23 contains 9147 members 
Mstep: Class 24 contains 222135 members 
Mstep: Class 25 contains 44296 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156025696.000000 Penalty: 94497.960938
Iteration 155Q: 28 clusters Score -1.560257e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216096 members 
Mstep: Class 2 contains 63362 members 
Mstep: Class 3 contains 8777 members 
Mstep: Class 4 contains 42470 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 20605 members 
Mstep: Class 7 contains 33853 members 
Mstep: Class 8 contains 14321 members 
Mstep: Class 9 contains 20347 members 
Mstep: Class 10 contains 35971 members 
Mstep: Class 11 contains 44242 members 
Mstep: Class 12 contains 9890 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 66685 members 
Mstep: Class 15 contains 165245 members 
Mstep: Class 16 contains 94455 members 
Mstep: Class 17 contains 5246 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 19 contains 192245 members 
Mstep: Class 20 contains 2739 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 5178 members 
Mstep: Class 23 contains 9153 members 
Mstep: Class 24 contains 221944 members 
Mstep: Class 25 contains 44532 members 
Mstep: Class 26 contains 4611 members 
Mstep: Class 27 contains 9257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156025856.000000 Penalty: 94497.960938
Iteration 156Q: 28 clusters Score -1.560259e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216082 members 
Mstep: Class 2 contains 63322 members 
Mstep: Class 3 contains 8776 members 
Mstep: Class 4 contains 42679 members 
Mstep: Class 5 contains 5981 members 
Mstep: Class 6 contains 20593 members 
Mstep: Class 7 contains 33850 members 
Mstep: Class 8 contains 14331 members 
Mstep: Class 9 contains 20351 members 
Mstep: Class 10 contains 35967 members 
Mstep: Class 11 contains 44252 members 
Mstep: Class 12 contains 9892 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 66664 members 
Mstep: Class 15 contains 165197 members 
Mstep: Class 16 contains 94467 members 
Mstep: Class 17 contains 5229 members 
Mstep: Class 18 contains 3760 members 
Mstep: Class 19 contains 192061 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 5178 members 
Mstep: Class 23 contains 9156 members 
Mstep: Class 24 contains 221762 members 
Mstep: Class 25 contains 44761 members 
Mstep: Class 26 contains 4612 members 
Mstep: Class 27 contains 9287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156026160.000000 Penalty: 94497.960938
Iteration 157Q: 28 clusters Score -1.560262e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216060 members 
Mstep: Class 2 contains 63282 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 42883 members 
Mstep: Class 5 contains 5986 members 
Mstep: Class 6 contains 20582 members 
Mstep: Class 7 contains 33848 members 
Mstep: Class 8 contains 14343 members 
Mstep: Class 9 contains 20357 members 
Mstep: Class 10 contains 35956 members 
Mstep: Class 11 contains 44257 members 
Mstep: Class 12 contains 9892 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 66646 members 
Mstep: Class 15 contains 165159 members 
Mstep: Class 16 contains 94472 members 
Mstep: Class 17 contains 5215 members 
Mstep: Class 18 contains 3771 members 
Mstep: Class 19 contains 191883 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 5180 members 
Mstep: Class 23 contains 9159 members 
Mstep: Class 24 contains 221580 members 
Mstep: Class 25 contains 44991 members 
Mstep: Class 26 contains 4616 members 
Mstep: Class 27 contains 9317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156026320.000000 Penalty: 94497.960938
Iteration 158Q: 28 clusters Score -1.560263e+08 nChanged 936
Entering ConstructFrom: 
Score: -156026320.000000 Penalty: 94497.960938
Entering ConstructFrom: 
Trying to split cluster 1 (216043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216043 members 
Entering Unmasked Estep 
Score: -25556684.000000 Penalty: 3046.241699
	Iteration 0F: 2 clusters Score -2.555668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108221 members 
Mstep: Class 2 contains 107822 members 
Entering Unmasked Estep 
Score: -25420788.000000 Penalty: 6092.483398
	Iteration 0F: 3 clusters Score -2.542079e+07 nChanged 104061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110724 members 
Mstep: Class 2 contains 105319 members 
Entering Unmasked Estep 
Score: -25481460.000000 Penalty: 6092.483398
	Iteration 1F: 3 clusters Score -2.548146e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112528 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -25482674.000000 Penalty: 6092.483398
	Iteration 2Q: 3 clusters Score -2.548267e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115261 members 
Mstep: Class 2 contains 100782 members 
Entering Unmasked Estep 
Score: -25484314.000000 Penalty: 6092.483398
	Iteration 3Q: 3 clusters Score -2.548431e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119541 members 
Mstep: Class 2 contains 96502 members 
Entering Unmasked Estep 
Score: -25486950.000000 Penalty: 6092.483398
	Iteration 4Q: 3 clusters Score -2.548695e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126166 members 
Mstep: Class 2 contains 89877 members 
Entering Unmasked Estep 
Score: -25490864.000000 Penalty: 6092.483398
	Iteration 5Q: 3 clusters Score -2.549086e+07 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135744 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -25497584.000000 Penalty: 6092.483398
	Iteration 6F: 3 clusters Score -2.549758e+07 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148880 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -25508158.000000 Penalty: 6092.483398
	Iteration 7F: 3 clusters Score -2.550816e+07 nChanged 16578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -25520912.000000 Penalty: 6092.483398
	Iteration 8F: 3 clusters Score -2.552091e+07 nChanged 15359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178855 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -25533808.000000 Penalty: 6092.483398
	Iteration 9F: 3 clusters Score -2.553381e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189369 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -25542370.000000 Penalty: 6092.483398
	Iteration 10F: 3 clusters Score -2.554237e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196042 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -25547456.000000 Penalty: 6092.483398
	Iteration 11Q: 3 clusters Score -2.554746e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200194 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -25550344.000000 Penalty: 6092.483398
	Iteration 12Q: 3 clusters Score -2.555034e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202883 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -25552230.000000 Penalty: 6092.483398
	Iteration 13Q: 3 clusters Score -2.555223e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204640 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -25553452.000000 Penalty: 6092.483398
	Iteration 14Q: 3 clusters Score -2.555345e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205915 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -25554082.000000 Penalty: 6092.483398
	Iteration 15Q: 3 clusters Score -2.555408e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206805 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -25554766.000000 Penalty: 6092.483398
	Iteration 16Q: 3 clusters Score -2.555477e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207427 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -25555274.000000 Penalty: 6092.483398
	Iteration 17Q: 3 clusters Score -2.555527e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207840 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -25555502.000000 Penalty: 6092.483398
	Iteration 18Q: 3 clusters Score -2.55555e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208159 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -25555736.000000 Penalty: 6092.483398
	Iteration 19Q: 3 clusters Score -2.555574e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208390 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -25555912.000000 Penalty: 6092.483398
	Iteration 20F: 3 clusters Score -2.555591e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208594 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -25556022.000000 Penalty: 6092.483398
	Iteration 21Q: 3 clusters Score -2.555602e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208756 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -25556136.000000 Penalty: 6092.483398
	Iteration 22Q: 3 clusters Score -2.555614e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208889 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -25556166.000000 Penalty: 6092.483398
	Iteration 23Q: 3 clusters Score -2.555617e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209008 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -25556186.000000 Penalty: 6092.483398
	Iteration 24Q: 3 clusters Score -2.555619e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209089 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -25556190.000000 Penalty: 6092.483398
	Iteration 25Q: 3 clusters Score -2.555619e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209158 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -25556148.000000 Penalty: 6092.483398
	Iteration 26Q: 3 clusters Score -2.555615e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209218 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -25556138.000000 Penalty: 6092.483398
	Iteration 27Q: 3 clusters Score -2.555614e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209263 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -25556150.000000 Penalty: 6092.483398
	Iteration 28Q: 3 clusters Score -2.555615e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209298 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -25556142.000000 Penalty: 6092.483398
	Iteration 29Q: 3 clusters Score -2.555614e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209341 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -25556172.000000 Penalty: 6092.483398
	Iteration 30Q: 3 clusters Score -2.555617e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209373 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -25556148.000000 Penalty: 6092.483398
	Iteration 31Q: 3 clusters Score -2.555615e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209403 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -25556132.000000 Penalty: 6092.483398
	Iteration 32Q: 3 clusters Score -2.555613e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209438 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -25556122.000000 Penalty: 6092.483398
	Iteration 33Q: 3 clusters Score -2.555612e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209460 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -25556118.000000 Penalty: 6092.483398
	Iteration 34Q: 3 clusters Score -2.555612e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209480 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -25556120.000000 Penalty: 6092.483398
	Iteration 35Q: 3 clusters Score -2.555612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209497 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -25556142.000000 Penalty: 6092.483398
	Iteration 36Q: 3 clusters Score -2.555614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209510 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -25556156.000000 Penalty: 6092.483398
	Iteration 37Q: 3 clusters Score -2.555616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209520 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -25556148.000000 Penalty: 6092.483398
	Iteration 38Q: 3 clusters Score -2.555615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209525 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -25556142.000000 Penalty: 6092.483398
	Iteration 39Q: 3 clusters Score -2.555614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209530 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -25556130.000000 Penalty: 6092.483398
	Iteration 40F: 3 clusters Score -2.555613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209534 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -25556138.000000 Penalty: 6092.483398
	Iteration 41Q: 3 clusters Score -2.555614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209535 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -25556144.000000 Penalty: 6092.483398
	Iteration 42Q: 3 clusters Score -2.555614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209535 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -25556144.000000 Penalty: 6092.483398
	Iteration 43F: 3 clusters Score -2.555614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Entering Unmasked Estep 
Score: -7524321.000000 Penalty: 2741.591064
	Iteration 0F: 2 clusters Score -7524321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -7481863.000000 Penalty: 5483.182129
	Iteration 0F: 3 clusters Score -7481863 nChanged 29414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -7498224.000000 Penalty: 5483.182129
	Iteration 1F: 3 clusters Score -7498224 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -7499141.500000 Penalty: 5483.182129
	Iteration 2Q: 3 clusters Score -7499142 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -7500186.000000 Penalty: 5483.182129
	Iteration 3Q: 3 clusters Score -7500186 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -7501616.500000 Penalty: 5483.182129
	Iteration 4Q: 3 clusters Score -7501616 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -7503412.000000 Penalty: 5483.182129
	Iteration 5F: 3 clusters Score -7503412 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -7505661.500000 Penalty: 5483.182129
	Iteration 6F: 3 clusters Score -7505662 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -7508239.500000 Penalty: 5483.182129
	Iteration 7F: 3 clusters Score -7508240 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -7511279.000000 Penalty: 5483.182129
	Iteration 8F: 3 clusters Score -7511279 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -7513790.000000 Penalty: 5483.182129
	Iteration 9F: 3 clusters Score -7513790 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -7515215.500000 Penalty: 5483.182129
	Iteration 10Q: 3 clusters Score -7515216 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -7516013.500000 Penalty: 5483.182129
	Iteration 11Q: 3 clusters Score -7516014 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -7516431.500000 Penalty: 5483.182129
	Iteration 12Q: 3 clusters Score -7516432 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -7516767.000000 Penalty: 5483.182129
	Iteration 13Q: 3 clusters Score -7516767 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -7517046.500000 Penalty: 5483.182129
	Iteration 14Q: 3 clusters Score -7517046 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -7517235.000000 Penalty: 5483.182129
	Iteration 15Q: 3 clusters Score -7517235 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -7517431.000000 Penalty: 5483.182129
	Iteration 16Q: 3 clusters Score -7517431 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -7517573.000000 Penalty: 5483.182129
	Iteration 17Q: 3 clusters Score -7517573 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -7517702.000000 Penalty: 5483.182129
	Iteration 18Q: 3 clusters Score -7517702 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -7517844.000000 Penalty: 5483.182129
	Iteration 19Q: 3 clusters Score -7517844 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -7517984.000000 Penalty: 5483.182129
	Iteration 20F: 3 clusters Score -7517984 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -7518067.500000 Penalty: 5483.182129
	Iteration 21Q: 3 clusters Score -7518068 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -7518229.000000 Penalty: 5483.182129
	Iteration 22Q: 3 clusters Score -7518229 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -7518409.500000 Penalty: 5483.182129
	Iteration 23Q: 3 clusters Score -7518410 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -7518541.500000 Penalty: 5483.182129
	Iteration 24Q: 3 clusters Score -7518542 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -7518809.500000 Penalty: 5483.182129
	Iteration 25Q: 3 clusters Score -7518810 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -7519078.500000 Penalty: 5483.182129
	Iteration 26Q: 3 clusters Score -7519078 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -7519338.000000 Penalty: 5483.182129
	Iteration 27Q: 3 clusters Score -7519338 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -7519589.000000 Penalty: 5483.182129
	Iteration 28Q: 3 clusters Score -7519589 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -7519875.500000 Penalty: 5483.182129
	Iteration 29Q: 3 clusters Score -7519876 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -7520202.000000 Penalty: 5483.182129
	Iteration 30Q: 3 clusters Score -7520202 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -7520548.000000 Penalty: 5483.182129
	Iteration 31Q: 3 clusters Score -7520548 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -7520900.500000 Penalty: 5483.182129
	Iteration 32Q: 3 clusters Score -7520900 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -7521324.500000 Penalty: 5483.182129
	Iteration 33Q: 3 clusters Score -7521324 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -7521643.500000 Penalty: 5483.182129
	Iteration 34Q: 3 clusters Score -7521644 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -7521847.500000 Penalty: 5483.182129
	Iteration 35Q: 3 clusters Score -7521848 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -7522014.500000 Penalty: 5483.182129
	Iteration 36Q: 3 clusters Score -7522014 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -7522079.500000 Penalty: 5483.182129
	Iteration 37Q: 3 clusters Score -7522080 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -7522114.500000 Penalty: 5483.182129
	Iteration 38Q: 3 clusters Score -7522114 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -7522118.500000 Penalty: 5483.182129
	Iteration 39Q: 3 clusters Score -7522118 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -7522131.500000 Penalty: 5483.182129
	Iteration 40F: 3 clusters Score -7522132 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -7522137.000000 Penalty: 5483.182129
	Iteration 41Q: 3 clusters Score -7522137 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -7522134.000000 Penalty: 5483.182129
	Iteration 42Q: 3 clusters Score -7522134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -7522131.500000 Penalty: 5483.182129
	Iteration 43Q: 3 clusters Score -7522132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -7522137.000000 Penalty: 5483.182129
	Iteration 44Q: 3 clusters Score -7522137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -7522123.000000 Penalty: 5483.182129
	Iteration 45Q: 3 clusters Score -7522123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -7522139.000000 Penalty: 5483.182129
	Iteration 46Q: 3 clusters Score -7522139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -7522131.500000 Penalty: 5483.182129
	Iteration 47Q: 3 clusters Score -7522132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -7522130.000000 Penalty: 5483.182129
	Iteration 48Q: 3 clusters Score -7522130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -7522131.000000 Penalty: 5483.182129
	Iteration 49Q: 3 clusters Score -7522131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -7522143.500000 Penalty: 5483.182129
	Iteration 50Q: 3 clusters Score -7522144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -7522136.000000 Penalty: 5483.182129
	Iteration 51Q: 3 clusters Score -7522136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -7522134.000000 Penalty: 5483.182129
	Iteration 52Q: 3 clusters Score -7522134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -7522134.000000 Penalty: 5483.182129
	Iteration 53Q: 3 clusters Score -7522134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -7522139.500000 Penalty: 5483.182129
	Iteration 54Q: 3 clusters Score -7522140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -7522141.500000 Penalty: 5483.182129
	Iteration 55Q: 3 clusters Score -7522142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -7522137.000000 Penalty: 5483.182129
	Iteration 56Q: 3 clusters Score -7522137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -7522134.000000 Penalty: 5483.182129
	Iteration 57Q: 3 clusters Score -7522134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -7522129.500000 Penalty: 5483.182129
	Iteration 58Q: 3 clusters Score -7522130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -7522138.500000 Penalty: 5483.182129
	Iteration 59Q: 3 clusters Score -7522138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -7522134.500000 Penalty: 5483.182129
	Iteration 60F: 3 clusters Score -7522134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -7522139.000000 Penalty: 5483.182129
	Iteration 61Q: 3 clusters Score -7522139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -7522131.000000 Penalty: 5483.182129
	Iteration 62Q: 3 clusters Score -7522131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -7522127.500000 Penalty: 5483.182129
	Iteration 63Q: 3 clusters Score -7522128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -7522128.000000 Penalty: 5483.182129
	Iteration 64Q: 3 clusters Score -7522128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -7522128.000000 Penalty: 5483.182129
	Iteration 65F: 3 clusters Score -7522128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Entering Unmasked Estep 
Score: -944557.250000 Penalty: 2251.840820
	Iteration 0F: 2 clusters Score -944557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -937638.750000 Penalty: 4503.681641
	Iteration 0F: 3 clusters Score -937638.8 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -939717.187500 Penalty: 4503.681641
	Iteration 1F: 3 clusters Score -939717.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -940169.562500 Penalty: 4503.681641
	Iteration 2F: 3 clusters Score -940169.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -940576.000000 Penalty: 4503.681641
	Iteration 3F: 3 clusters Score -940576 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -941029.687500 Penalty: 4503.681641
	Iteration 4F: 3 clusters Score -941029.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -941468.125000 Penalty: 4503.681641
	Iteration 5F: 3 clusters Score -941468.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -941864.750000 Penalty: 4503.681641
	Iteration 6F: 3 clusters Score -941864.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -942212.500000 Penalty: 4503.681641
	Iteration 7F: 3 clusters Score -942212.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -942450.687500 Penalty: 4503.681641
	Iteration 8Q: 3 clusters Score -942450.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -942610.000000 Penalty: 4503.681641
	Iteration 9Q: 3 clusters Score -942610 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -942730.750000 Penalty: 4503.681641
	Iteration 10Q: 3 clusters Score -942730.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -942818.000000 Penalty: 4503.681641
	Iteration 11Q: 3 clusters Score -942818 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -942886.937500 Penalty: 4503.681641
	Iteration 12Q: 3 clusters Score -942886.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -942935.687500 Penalty: 4503.681641
	Iteration 13Q: 3 clusters Score -942935.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -942979.625000 Penalty: 4503.681641
	Iteration 14Q: 3 clusters Score -942979.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -943024.875000 Penalty: 4503.681641
	Iteration 15Q: 3 clusters Score -943024.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -943065.250000 Penalty: 4503.681641
	Iteration 16Q: 3 clusters Score -943065.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -943113.812500 Penalty: 4503.681641
	Iteration 17Q: 3 clusters Score -943113.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -943164.250000 Penalty: 4503.681641
	Iteration 18Q: 3 clusters Score -943164.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -943219.187500 Penalty: 4503.681641
	Iteration 19Q: 3 clusters Score -943219.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -943276.187500 Penalty: 4503.681641
	Iteration 20F: 3 clusters Score -943276.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -943314.875000 Penalty: 4503.681641
	Iteration 21Q: 3 clusters Score -943314.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -943343.375000 Penalty: 4503.681641
	Iteration 22Q: 3 clusters Score -943343.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -943365.375000 Penalty: 4503.681641
	Iteration 23Q: 3 clusters Score -943365.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -943385.000000 Penalty: 4503.681641
	Iteration 24Q: 3 clusters Score -943385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -943403.937500 Penalty: 4503.681641
	Iteration 25Q: 3 clusters Score -943403.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -943419.375000 Penalty: 4503.681641
	Iteration 26Q: 3 clusters Score -943419.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -943434.375000 Penalty: 4503.681641
	Iteration 27Q: 3 clusters Score -943434.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -943456.375000 Penalty: 4503.681641
	Iteration 28Q: 3 clusters Score -943456.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -943475.500000 Penalty: 4503.681641
	Iteration 29Q: 3 clusters Score -943475.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -943489.437500 Penalty: 4503.681641
	Iteration 30Q: 3 clusters Score -943489.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -943508.812500 Penalty: 4503.681641
	Iteration 31Q: 3 clusters Score -943508.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -943527.875000 Penalty: 4503.681641
	Iteration 32Q: 3 clusters Score -943527.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -943544.500000 Penalty: 4503.681641
	Iteration 33Q: 3 clusters Score -943544.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -943557.812500 Penalty: 4503.681641
	Iteration 34Q: 3 clusters Score -943557.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -943561.750000 Penalty: 4503.681641
	Iteration 35Q: 3 clusters Score -943561.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -943566.937500 Penalty: 4503.681641
	Iteration 36Q: 3 clusters Score -943566.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -943569.875000 Penalty: 4503.681641
	Iteration 37Q: 3 clusters Score -943569.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -943577.625000 Penalty: 4503.681641
	Iteration 38Q: 3 clusters Score -943577.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -943582.250000 Penalty: 4503.681641
	Iteration 39Q: 3 clusters Score -943582.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -943584.687500 Penalty: 4503.681641
	Iteration 40F: 3 clusters Score -943584.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -943589.750000 Penalty: 4503.681641
	Iteration 41Q: 3 clusters Score -943589.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -943592.000000 Penalty: 4503.681641
	Iteration 42Q: 3 clusters Score -943592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -943595.062500 Penalty: 4503.681641
	Iteration 43Q: 3 clusters Score -943595.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -943597.812500 Penalty: 4503.681641
	Iteration 44Q: 3 clusters Score -943597.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -943598.250000 Penalty: 4503.681641
	Iteration 45Q: 3 clusters Score -943598.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -943600.375000 Penalty: 4503.681641
	Iteration 46Q: 3 clusters Score -943600.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -943604.500000 Penalty: 4503.681641
	Iteration 47Q: 3 clusters Score -943604.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -943607.375000 Penalty: 4503.681641
	Iteration 48Q: 3 clusters Score -943607.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -943608.062500 Penalty: 4503.681641
	Iteration 49Q: 3 clusters Score -943608.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -943612.000000 Penalty: 4503.681641
	Iteration 50Q: 3 clusters Score -943612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -943617.000000 Penalty: 4503.681641
	Iteration 51Q: 3 clusters Score -943617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -943619.875000 Penalty: 4503.681641
	Iteration 52Q: 3 clusters Score -943619.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -943623.000000 Penalty: 4503.681641
	Iteration 53Q: 3 clusters Score -943623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -943625.312500 Penalty: 4503.681641
	Iteration 54Q: 3 clusters Score -943625.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -943630.125000 Penalty: 4503.681641
	Iteration 55Q: 3 clusters Score -943630.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -943634.250000 Penalty: 4503.681641
	Iteration 56Q: 3 clusters Score -943634.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -943641.875000 Penalty: 4503.681641
	Iteration 57Q: 3 clusters Score -943641.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -943652.812500 Penalty: 4503.681641
	Iteration 58Q: 3 clusters Score -943652.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -943661.875000 Penalty: 4503.681641
	Iteration 59Q: 3 clusters Score -943661.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -943674.625000 Penalty: 4503.681641
	Iteration 60F: 3 clusters Score -943674.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -943692.375000 Penalty: 4503.681641
	Iteration 61Q: 3 clusters Score -943692.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -943710.625000 Penalty: 4503.681641
	Iteration 62Q: 3 clusters Score -943710.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -943739.312500 Penalty: 4503.681641
	Iteration 63Q: 3 clusters Score -943739.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -943763.750000 Penalty: 4503.681641
	Iteration 64Q: 3 clusters Score -943763.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -943781.062500 Penalty: 4503.681641
	Iteration 65Q: 3 clusters Score -943781.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -943799.937500 Penalty: 4503.681641
	Iteration 66Q: 3 clusters Score -943799.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -943805.812500 Penalty: 4503.681641
	Iteration 67Q: 3 clusters Score -943805.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -943809.437500 Penalty: 4503.681641
	Iteration 68Q: 3 clusters Score -943809.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -943813.750000 Penalty: 4503.681641
	Iteration 69Q: 3 clusters Score -943813.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -943817.500000 Penalty: 4503.681641
	Iteration 70Q: 3 clusters Score -943817.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -943818.750000 Penalty: 4503.681641
	Iteration 71Q: 3 clusters Score -943818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -943822.187500 Penalty: 4503.681641
	Iteration 72Q: 3 clusters Score -943822.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -943824.375000 Penalty: 4503.681641
	Iteration 73Q: 3 clusters Score -943824.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -943823.500000 Penalty: 4503.681641
	Iteration 74Q: 3 clusters Score -943823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -943826.375000 Penalty: 4503.681641
	Iteration 75Q: 3 clusters Score -943826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -943826.437500 Penalty: 4503.681641
	Iteration 76Q: 3 clusters Score -943826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -943826.812500 Penalty: 4503.681641
	Iteration 77Q: 3 clusters Score -943826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -943829.250000 Penalty: 4503.681641
	Iteration 78Q: 3 clusters Score -943829.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -943829.625000 Penalty: 4503.681641
	Iteration 79Q: 3 clusters Score -943829.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -943831.812500 Penalty: 4503.681641
	Iteration 80F: 3 clusters Score -943831.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Entering Unmasked Estep 
Score: -5171105.500000 Penalty: 2646.390625
	Iteration 0F: 2 clusters Score -5171106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -5142109.500000 Penalty: 5292.781250
	Iteration 0F: 3 clusters Score -5142110 nChanged 19724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -5152788.000000 Penalty: 5292.781250
	Iteration 1F: 3 clusters Score -5152788 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -5153343.500000 Penalty: 5292.781250
	Iteration 2Q: 3 clusters Score -5153344 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -5153875.500000 Penalty: 5292.781250
	Iteration 3Q: 3 clusters Score -5153876 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -5154526.500000 Penalty: 5292.781250
	Iteration 4Q: 3 clusters Score -5154526 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -5155408.000000 Penalty: 5292.781250
	Iteration 5Q: 3 clusters Score -5155408 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -5156730.000000 Penalty: 5292.781250
	Iteration 6F: 3 clusters Score -5156730 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -5158644.000000 Penalty: 5292.781250
	Iteration 7F: 3 clusters Score -5158644 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -5161163.000000 Penalty: 5292.781250
	Iteration 8F: 3 clusters Score -5161163 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -5164075.000000 Penalty: 5292.781250
	Iteration 9F: 3 clusters Score -5164075 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -5166451.500000 Penalty: 5292.781250
	Iteration 10F: 3 clusters Score -5166452 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -5167616.500000 Penalty: 5292.781250
	Iteration 11Q: 3 clusters Score -5167616 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -5168059.500000 Penalty: 5292.781250
	Iteration 12Q: 3 clusters Score -5168060 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -5168278.000000 Penalty: 5292.781250
	Iteration 13Q: 3 clusters Score -5168278 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -5168397.000000 Penalty: 5292.781250
	Iteration 14Q: 3 clusters Score -5168397 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -5168501.500000 Penalty: 5292.781250
	Iteration 15Q: 3 clusters Score -5168502 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -5168565.000000 Penalty: 5292.781250
	Iteration 16Q: 3 clusters Score -5168565 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -5168616.500000 Penalty: 5292.781250
	Iteration 17Q: 3 clusters Score -5168616 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -5168658.500000 Penalty: 5292.781250
	Iteration 18Q: 3 clusters Score -5168658 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -5168686.500000 Penalty: 5292.781250
	Iteration 19Q: 3 clusters Score -5168686 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -5168713.000000 Penalty: 5292.781250
	Iteration 20F: 3 clusters Score -5168713 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -5168744.000000 Penalty: 5292.781250
	Iteration 21Q: 3 clusters Score -5168744 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -5168776.000000 Penalty: 5292.781250
	Iteration 22Q: 3 clusters Score -5168776 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -5168816.500000 Penalty: 5292.781250
	Iteration 23Q: 3 clusters Score -5168816 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -5168836.000000 Penalty: 5292.781250
	Iteration 24Q: 3 clusters Score -5168836 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -5168847.000000 Penalty: 5292.781250
	Iteration 25Q: 3 clusters Score -5168847 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -5168860.000000 Penalty: 5292.781250
	Iteration 26Q: 3 clusters Score -5168860 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -5168873.000000 Penalty: 5292.781250
	Iteration 27Q: 3 clusters Score -5168873 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -5168899.000000 Penalty: 5292.781250
	Iteration 28Q: 3 clusters Score -5168899 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -5168917.500000 Penalty: 5292.781250
	Iteration 29Q: 3 clusters Score -5168918 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -5168929.000000 Penalty: 5292.781250
	Iteration 30Q: 3 clusters Score -5168929 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -5168936.000000 Penalty: 5292.781250
	Iteration 31Q: 3 clusters Score -5168936 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -5168936.500000 Penalty: 5292.781250
	Iteration 32Q: 3 clusters Score -5168936 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -5168944.500000 Penalty: 5292.781250
	Iteration 33Q: 3 clusters Score -5168944 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -5168966.500000 Penalty: 5292.781250
	Iteration 34Q: 3 clusters Score -5168966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -5168952.500000 Penalty: 5292.781250
	Iteration 35Q: 3 clusters Score -5168952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -5168946.500000 Penalty: 5292.781250
	Iteration 36Q: 3 clusters Score -5168946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -5168961.000000 Penalty: 5292.781250
	Iteration 37Q: 3 clusters Score -5168961 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -5168968.000000 Penalty: 5292.781250
	Iteration 38Q: 3 clusters Score -5168968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -5168986.000000 Penalty: 5292.781250
	Iteration 39Q: 3 clusters Score -5168986 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5168990 nChanged 55
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Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5169004 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5169030 nChanged 66
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Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5169042 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5169046 nChanged 56
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Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5169050 nChanged 48
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Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5169056 nChanged 41
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Mstep: Class 1 contains 37404 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5169054 nChanged 42
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Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5169060 nChanged 34
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Mstep: Class 1 contains 37480 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5169074 nChanged 37
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Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5169073 nChanged 35
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Mstep: Class 1 contains 37552 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5169078 nChanged 30
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Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5169076 nChanged 25
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Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5169078 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5169086 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5169092 nChanged 22
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Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5169094 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5169092 nChanged 11
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Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5169091 nChanged 11
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Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5169092 nChanged 11
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Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5169094 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5169109 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5169103 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5169092 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5169098 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5169096 nChanged 10
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Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5169100 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5169088 nChanged 10
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Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5169094 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5169104 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5169104 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5169106 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5169104 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5169108 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5169104 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5169108 nChanged 14
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Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5169103 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5169108 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5169098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5169104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5169106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5169109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -5169113.000000 Penalty: 5292.781250
	Iteration 82Q: 3 clusters Score -5169113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5169108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5169110 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 5083 members 
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	Iteration 85Q: 3 clusters Score -5169107 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5169104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5169110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5169109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5169106 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5169111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5169105 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5169110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5169111 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5169108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5169112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5169112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -5169118.000000 Penalty: 5292.781250
	Iteration 97Q: 3 clusters Score -5169118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5169117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -5169115.500000 Penalty: 5292.781250
	Iteration 99Q: 3 clusters Score -5169116 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5169108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5169109 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5169104 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5169104 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5169104 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5169102 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -5169106.500000 Penalty: 5292.781250
	Iteration 106Q: 3 clusters Score -5169106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5169112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5169107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -5169112.500000 Penalty: 5292.781250
	Iteration 109Q: 3 clusters Score -5169112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5169116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -5169114.500000 Penalty: 5292.781250
	Iteration 111Q: 3 clusters Score -5169114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -5169122.500000 Penalty: 5292.781250
	Iteration 112Q: 3 clusters Score -5169122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5169120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5169130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5169118 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38271 members 
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Entering Unmasked Estep 
Score: -5169119.500000 Penalty: 5292.781250
	Iteration 116Q: 3 clusters Score -5169120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5169124 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5169116 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5169114 nChanged 9
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Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5169116 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5169116 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5169114 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5169115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5169124 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5169124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -5169121.500000 Penalty: 5292.781250
	Iteration 126Q: 3 clusters Score -5169122 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5169122 nChanged 0
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	Iteration 128F: 3 clusters Score -5169122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5984 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -705001.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -699901.6 nChanged 2348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2991 members 
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	Iteration 1F: 3 clusters Score -701188.8 nChanged 435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -701444.125000 Penalty: 4313.634766
	Iteration 2F: 3 clusters Score -701444.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -701645.250000 Penalty: 4313.634766
	Iteration 3F: 3 clusters Score -701645.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -701797.250000 Penalty: 4313.634766
	Iteration 4Q: 3 clusters Score -701797.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -701903.312500 Penalty: 4313.634766
	Iteration 5Q: 3 clusters Score -701903.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -701996.375000 Penalty: 4313.634766
	Iteration 6Q: 3 clusters Score -701996.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -702087.375000 Penalty: 4313.634766
	Iteration 7Q: 3 clusters Score -702087.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -702181.937500 Penalty: 4313.634766
	Iteration 8Q: 3 clusters Score -702181.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -702253.750000 Penalty: 4313.634766
	Iteration 9Q: 3 clusters Score -702253.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -702317.562500 Penalty: 4313.634766
	Iteration 10Q: 3 clusters Score -702317.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -702368.812500 Penalty: 4313.634766
	Iteration 11Q: 3 clusters Score -702368.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -702404.625000 Penalty: 4313.634766
	Iteration 12Q: 3 clusters Score -702404.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -702446.562500 Penalty: 4313.634766
	Iteration 13Q: 3 clusters Score -702446.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -702477.000000 Penalty: 4313.634766
	Iteration 14Q: 3 clusters Score -702477 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -702501.250000 Penalty: 4313.634766
	Iteration 15Q: 3 clusters Score -702501.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -702521.125000 Penalty: 4313.634766
	Iteration 16Q: 3 clusters Score -702521.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -702537.875000 Penalty: 4313.634766
	Iteration 17Q: 3 clusters Score -702537.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -702559.875000 Penalty: 4313.634766
	Iteration 18Q: 3 clusters Score -702559.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -702577.937500 Penalty: 4313.634766
	Iteration 19Q: 3 clusters Score -702577.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -702592.562500 Penalty: 4313.634766
	Iteration 20F: 3 clusters Score -702592.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -702604.500000 Penalty: 4313.634766
	Iteration 21Q: 3 clusters Score -702604.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -702616.250000 Penalty: 4313.634766
	Iteration 22Q: 3 clusters Score -702616.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -702627.312500 Penalty: 4313.634766
	Iteration 23Q: 3 clusters Score -702627.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -702640.187500 Penalty: 4313.634766
	Iteration 24Q: 3 clusters Score -702640.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -702648.687500 Penalty: 4313.634766
	Iteration 25Q: 3 clusters Score -702648.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -702658.375000 Penalty: 4313.634766
	Iteration 26Q: 3 clusters Score -702658.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -702668.562500 Penalty: 4313.634766
	Iteration 27Q: 3 clusters Score -702668.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -702677.250000 Penalty: 4313.634766
	Iteration 28Q: 3 clusters Score -702677.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -702684.250000 Penalty: 4313.634766
	Iteration 29Q: 3 clusters Score -702684.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -702690.625000 Penalty: 4313.634766
	Iteration 30Q: 3 clusters Score -702690.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -702698.812500 Penalty: 4313.634766
	Iteration 31Q: 3 clusters Score -702698.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -702703.437500 Penalty: 4313.634766
	Iteration 32Q: 3 clusters Score -702703.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -702707.750000 Penalty: 4313.634766
	Iteration 33Q: 3 clusters Score -702707.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -702713.000000 Penalty: 4313.634766
	Iteration 34Q: 3 clusters Score -702713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -702715.250000 Penalty: 4313.634766
	Iteration 35Q: 3 clusters Score -702715.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -702719.062500 Penalty: 4313.634766
	Iteration 36Q: 3 clusters Score -702719.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -702721.187500 Penalty: 4313.634766
	Iteration 37Q: 3 clusters Score -702721.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -702726.062500 Penalty: 4313.634766
	Iteration 38Q: 3 clusters Score -702726.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -702729.750000 Penalty: 4313.634766
	Iteration 39Q: 3 clusters Score -702729.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -702734.687500 Penalty: 4313.634766
	Iteration 40F: 3 clusters Score -702734.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -702737.812500 Penalty: 4313.634766
	Iteration 41Q: 3 clusters Score -702737.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -702741.062500 Penalty: 4313.634766
	Iteration 42Q: 3 clusters Score -702741.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -702744.375000 Penalty: 4313.634766
	Iteration 43Q: 3 clusters Score -702744.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -702746.937500 Penalty: 4313.634766
	Iteration 44Q: 3 clusters Score -702746.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -702748.187500 Penalty: 4313.634766
	Iteration 45Q: 3 clusters Score -702748.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -702749.812500 Penalty: 4313.634766
	Iteration 46Q: 3 clusters Score -702749.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -702752.062500 Penalty: 4313.634766
	Iteration 47Q: 3 clusters Score -702752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -702753.500000 Penalty: 4313.634766
	Iteration 48Q: 3 clusters Score -702753.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -702755.500000 Penalty: 4313.634766
	Iteration 49Q: 3 clusters Score -702755.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -702758.250000 Penalty: 4313.634766
	Iteration 50Q: 3 clusters Score -702758.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -702758.250000 Penalty: 4313.634766
	Iteration 51Q: 3 clusters Score -702758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -702759.937500 Penalty: 4313.634766
	Iteration 52Q: 3 clusters Score -702759.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -702760.062500 Penalty: 4313.634766
	Iteration 53Q: 3 clusters Score -702760.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -702762.250000 Penalty: 4313.634766
	Iteration 54Q: 3 clusters Score -702762.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -702763.687500 Penalty: 4313.634766
	Iteration 55Q: 3 clusters Score -702763.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -702766.187500 Penalty: 4313.634766
	Iteration 56Q: 3 clusters Score -702766.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -702767.250000 Penalty: 4313.634766
	Iteration 57Q: 3 clusters Score -702767.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -702768.437500 Penalty: 4313.634766
	Iteration 58Q: 3 clusters Score -702768.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -702768.937500 Penalty: 4313.634766
	Iteration 59Q: 3 clusters Score -702768.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -702774.625000 Penalty: 4313.634766
	Iteration 60F: 3 clusters Score -702774.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -702778.125000 Penalty: 4313.634766
	Iteration 61Q: 3 clusters Score -702778.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -702781.875000 Penalty: 4313.634766
	Iteration 62Q: 3 clusters Score -702781.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -702788.625000 Penalty: 4313.634766
	Iteration 63Q: 3 clusters Score -702788.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -702792.437500 Penalty: 4313.634766
	Iteration 64Q: 3 clusters Score -702792.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -702793.625000 Penalty: 4313.634766
	Iteration 65Q: 3 clusters Score -702793.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -702799.312500 Penalty: 4313.634766
	Iteration 66Q: 3 clusters Score -702799.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -702801.500000 Penalty: 4313.634766
	Iteration 67Q: 3 clusters Score -702801.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -702802.312500 Penalty: 4313.634766
	Iteration 68Q: 3 clusters Score -702802.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -702806.750000 Penalty: 4313.634766
	Iteration 69Q: 3 clusters Score -702806.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -702810.187500 Penalty: 4313.634766
	Iteration 70Q: 3 clusters Score -702810.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -702813.062500 Penalty: 4313.634766
	Iteration 71Q: 3 clusters Score -702813.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -702816.437500 Penalty: 4313.634766
	Iteration 72Q: 3 clusters Score -702816.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -702818.625000 Penalty: 4313.634766
	Iteration 73Q: 3 clusters Score -702818.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -702823.500000 Penalty: 4313.634766
	Iteration 74Q: 3 clusters Score -702823.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -702826.125000 Penalty: 4313.634766
	Iteration 75Q: 3 clusters Score -702826.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -702830.000000 Penalty: 4313.634766
	Iteration 76Q: 3 clusters Score -702830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -702837.375000 Penalty: 4313.634766
	Iteration 77Q: 3 clusters Score -702837.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -702843.562500 Penalty: 4313.634766
	Iteration 78Q: 3 clusters Score -702843.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -702850.187500 Penalty: 4313.634766
	Iteration 79Q: 3 clusters Score -702850.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -702854.750000 Penalty: 4313.634766
	Iteration 80F: 3 clusters Score -702854.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -702859.312500 Penalty: 4313.634766
	Iteration 81Q: 3 clusters Score -702859.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -702868.125000 Penalty: 4313.634766
	Iteration 82Q: 3 clusters Score -702868.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -702882.750000 Penalty: 4313.634766
	Iteration 83Q: 3 clusters Score -702882.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -702899.375000 Penalty: 4313.634766
	Iteration 84Q: 3 clusters Score -702899.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -702913.625000 Penalty: 4313.634766
	Iteration 85Q: 3 clusters Score -702913.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -702930.562500 Penalty: 4313.634766
	Iteration 86Q: 3 clusters Score -702930.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -702954.750000 Penalty: 4313.634766
	Iteration 87Q: 3 clusters Score -702954.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -702977.750000 Penalty: 4313.634766
	Iteration 88Q: 3 clusters Score -702977.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -703002.062500 Penalty: 4313.634766
	Iteration 89Q: 3 clusters Score -703002.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -703025.062500 Penalty: 4313.634766
	Iteration 90Q: 3 clusters Score -703025.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -703041.562500 Penalty: 4313.634766
	Iteration 91Q: 3 clusters Score -703041.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -703054.875000 Penalty: 4313.634766
	Iteration 92Q: 3 clusters Score -703054.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -703064.062500 Penalty: 4313.634766
	Iteration 93Q: 3 clusters Score -703064.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -703074.000000 Penalty: 4313.634766
	Iteration 94Q: 3 clusters Score -703074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -703080.875000 Penalty: 4313.634766
	Iteration 95Q: 3 clusters Score -703080.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -703089.312500 Penalty: 4313.634766
	Iteration 96Q: 3 clusters Score -703089.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -703095.250000 Penalty: 4313.634766
	Iteration 97Q: 3 clusters Score -703095.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -703101.250000 Penalty: 4313.634766
	Iteration 98Q: 3 clusters Score -703101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -703105.875000 Penalty: 4313.634766
	Iteration 99Q: 3 clusters Score -703105.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -703113.875000 Penalty: 4313.634766
	Iteration 100F: 3 clusters Score -703113.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -703122.812500 Penalty: 4313.634766
	Iteration 101Q: 3 clusters Score -703122.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -703128.062500 Penalty: 4313.634766
	Iteration 102Q: 3 clusters Score -703128.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -703133.562500 Penalty: 4313.634766
	Iteration 103Q: 3 clusters Score -703133.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -703140.062500 Penalty: 4313.634766
	Iteration 104Q: 3 clusters Score -703140.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -703144.812500 Penalty: 4313.634766
	Iteration 105Q: 3 clusters Score -703144.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -703146.750000 Penalty: 4313.634766
	Iteration 106Q: 3 clusters Score -703146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -703148.562500 Penalty: 4313.634766
	Iteration 107Q: 3 clusters Score -703148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -703149.375000 Penalty: 4313.634766
	Iteration 108Q: 3 clusters Score -703149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -703148.875000 Penalty: 4313.634766
	Iteration 109Q: 3 clusters Score -703148.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -703148.875000 Penalty: 4313.634766
	Iteration 110F: 3 clusters Score -703148.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Entering Unmasked Estep 
Score: -2411296.000000 Penalty: 2463.046143
	Iteration 0F: 2 clusters Score -2411296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2396855.750000 Penalty: 4926.092285
	Iteration 0F: 3 clusters Score -2396856 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2401729.750000 Penalty: 4926.092285
	Iteration 1F: 3 clusters Score -2401730 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2402270.750000 Penalty: 4926.092285
	Iteration 2F: 3 clusters Score -2402271 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2402811.250000 Penalty: 4926.092285
	Iteration 3F: 3 clusters Score -2402811 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2403486.500000 Penalty: 4926.092285
	Iteration 4F: 3 clusters Score -2403486 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2404360.250000 Penalty: 4926.092285
	Iteration 5F: 3 clusters Score -2404360 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2405385.000000 Penalty: 4926.092285
	Iteration 6F: 3 clusters Score -2405385 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2406460.250000 Penalty: 4926.092285
	Iteration 7F: 3 clusters Score -2406460 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2407426.000000 Penalty: 4926.092285
	Iteration 8F: 3 clusters Score -2407426 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2408122.750000 Penalty: 4926.092285
	Iteration 9Q: 3 clusters Score -2408123 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2408546.750000 Penalty: 4926.092285
	Iteration 10Q: 3 clusters Score -2408547 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2408808.500000 Penalty: 4926.092285
	Iteration 11Q: 3 clusters Score -2408808 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2408962.250000 Penalty: 4926.092285
	Iteration 12Q: 3 clusters Score -2408962 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2409066.250000 Penalty: 4926.092285
	Iteration 13Q: 3 clusters Score -2409066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2409133.750000 Penalty: 4926.092285
	Iteration 14Q: 3 clusters Score -2409134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2409178.250000 Penalty: 4926.092285
	Iteration 15Q: 3 clusters Score -2409178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2409217.500000 Penalty: 4926.092285
	Iteration 16Q: 3 clusters Score -2409218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2409243.500000 Penalty: 4926.092285
	Iteration 17Q: 3 clusters Score -2409244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2409263.750000 Penalty: 4926.092285
	Iteration 18Q: 3 clusters Score -2409264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2409288.250000 Penalty: 4926.092285
	Iteration 19Q: 3 clusters Score -2409288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2409304.000000 Penalty: 4926.092285
	Iteration 20F: 3 clusters Score -2409304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2409322.750000 Penalty: 4926.092285
	Iteration 21Q: 3 clusters Score -2409323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2409326.500000 Penalty: 4926.092285
	Iteration 22Q: 3 clusters Score -2409326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2409336.500000 Penalty: 4926.092285
	Iteration 23Q: 3 clusters Score -2409336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2409343.750000 Penalty: 4926.092285
	Iteration 24Q: 3 clusters Score -2409344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2409349.000000 Penalty: 4926.092285
	Iteration 25Q: 3 clusters Score -2409349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2409353.000000 Penalty: 4926.092285
	Iteration 26Q: 3 clusters Score -2409353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2409353.000000 Penalty: 4926.092285
	Iteration 27F: 3 clusters Score -2409353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Entering Unmasked Estep 
Score: -4052871.500000 Penalty: 2586.549561
	Iteration 0F: 2 clusters Score -4052872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4029888.750000 Penalty: 5173.099121
	Iteration 0F: 3 clusters Score -4029889 nChanged 15273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -4038454.750000 Penalty: 5173.099121
	Iteration 1F: 3 clusters Score -4038455 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -4039103.750000 Penalty: 5173.099121
	Iteration 2Q: 3 clusters Score -4039104 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4039825.500000 Penalty: 5173.099121
	Iteration 3Q: 3 clusters Score -4039826 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -4040737.000000 Penalty: 5173.099121
	Iteration 4F: 3 clusters Score -4040737 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4042091.750000 Penalty: 5173.099121
	Iteration 5F: 3 clusters Score -4042092 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -4044100.000000 Penalty: 5173.099121
	Iteration 6F: 3 clusters Score -4044100 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -4046282.750000 Penalty: 5173.099121
	Iteration 7F: 3 clusters Score -4046283 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -4048118.500000 Penalty: 5173.099121
	Iteration 8F: 3 clusters Score -4048118 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -4049161.500000 Penalty: 5173.099121
	Iteration 9Q: 3 clusters Score -4049162 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -4049658.500000 Penalty: 5173.099121
	Iteration 10Q: 3 clusters Score -4049658 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -4049903.750000 Penalty: 5173.099121
	Iteration 11Q: 3 clusters Score -4049904 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -4050123.750000 Penalty: 5173.099121
	Iteration 12Q: 3 clusters Score -4050124 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -4050276.750000 Penalty: 5173.099121
	Iteration 13Q: 3 clusters Score -4050277 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -4050437.750000 Penalty: 5173.099121
	Iteration 14Q: 3 clusters Score -4050438 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -4050549.250000 Penalty: 5173.099121
	Iteration 15Q: 3 clusters Score -4050549 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4050656.500000 Penalty: 5173.099121
	Iteration 16Q: 3 clusters Score -4050656 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -4050744.250000 Penalty: 5173.099121
	Iteration 17Q: 3 clusters Score -4050744 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -4050826.750000 Penalty: 5173.099121
	Iteration 18Q: 3 clusters Score -4050827 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -4050877.250000 Penalty: 5173.099121
	Iteration 19Q: 3 clusters Score -4050877 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -4050937.000000 Penalty: 5173.099121
	Iteration 20F: 3 clusters Score -4050937 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4050967.750000 Penalty: 5173.099121
	Iteration 21Q: 3 clusters Score -4050968 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -4051009.000000 Penalty: 5173.099121
	Iteration 22Q: 3 clusters Score -4051009 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4051044.000000 Penalty: 5173.099121
	Iteration 23Q: 3 clusters Score -4051044 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -4051067.750000 Penalty: 5173.099121
	Iteration 24Q: 3 clusters Score -4051068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4051098.250000 Penalty: 5173.099121
	Iteration 25Q: 3 clusters Score -4051098 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -4051121.500000 Penalty: 5173.099121
	Iteration 26Q: 3 clusters Score -4051122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -4051126.000000 Penalty: 5173.099121
	Iteration 27Q: 3 clusters Score -4051126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4051131.250000 Penalty: 5173.099121
	Iteration 28Q: 3 clusters Score -4051131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4051142.500000 Penalty: 5173.099121
	Iteration 29Q: 3 clusters Score -4051142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -4051147.000000 Penalty: 5173.099121
	Iteration 30Q: 3 clusters Score -4051147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4051147.500000 Penalty: 5173.099121
	Iteration 31Q: 3 clusters Score -4051148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -4051158.500000 Penalty: 5173.099121
	Iteration 32Q: 3 clusters Score -4051158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4051157.000000 Penalty: 5173.099121
	Iteration 33Q: 3 clusters Score -4051157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -4051157.500000 Penalty: 5173.099121
	Iteration 34Q: 3 clusters Score -4051158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -4051152.000000 Penalty: 5173.099121
	Iteration 35Q: 3 clusters Score -4051152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -4051152.750000 Penalty: 5173.099121
	Iteration 36Q: 3 clusters Score -4051153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -4051164.500000 Penalty: 5173.099121
	Iteration 37Q: 3 clusters Score -4051164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -4051173.000000 Penalty: 5173.099121
	Iteration 38Q: 3 clusters Score -4051173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -4051177.000000 Penalty: 5173.099121
	Iteration 39Q: 3 clusters Score -4051177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -4051181.250000 Penalty: 5173.099121
	Iteration 40F: 3 clusters Score -4051181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -4051187.500000 Penalty: 5173.099121
	Iteration 41Q: 3 clusters Score -4051188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4051188.500000 Penalty: 5173.099121
	Iteration 42Q: 3 clusters Score -4051188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -4051190.750000 Penalty: 5173.099121
	Iteration 43Q: 3 clusters Score -4051191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -4051195.250000 Penalty: 5173.099121
	Iteration 44Q: 3 clusters Score -4051195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -4051202.500000 Penalty: 5173.099121
	Iteration 45Q: 3 clusters Score -4051202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -4051203.750000 Penalty: 5173.099121
	Iteration 46Q: 3 clusters Score -4051204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -4051201.750000 Penalty: 5173.099121
	Iteration 47Q: 3 clusters Score -4051202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -4051207.750000 Penalty: 5173.099121
	Iteration 48Q: 3 clusters Score -4051208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4051205.250000 Penalty: 5173.099121
	Iteration 49Q: 3 clusters Score -4051205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4051203.250000 Penalty: 5173.099121
	Iteration 50Q: 3 clusters Score -4051203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -4051208.250000 Penalty: 5173.099121
	Iteration 51Q: 3 clusters Score -4051208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4051204.250000 Penalty: 5173.099121
	Iteration 52Q: 3 clusters Score -4051204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -4051200.250000 Penalty: 5173.099121
	Iteration 53Q: 3 clusters Score -4051200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -4051199.750000 Penalty: 5173.099121
	Iteration 54Q: 3 clusters Score -4051200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -4051201.500000 Penalty: 5173.099121
	Iteration 55Q: 3 clusters Score -4051202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -4051203.000000 Penalty: 5173.099121
	Iteration 56Q: 3 clusters Score -4051203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -4051202.000000 Penalty: 5173.099121
	Iteration 57Q: 3 clusters Score -4051202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4051204.750000 Penalty: 5173.099121
	Iteration 58Q: 3 clusters Score -4051205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -4051206.750000 Penalty: 5173.099121
	Iteration 59Q: 3 clusters Score -4051207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4051208.500000 Penalty: 5173.099121
	Iteration 60F: 3 clusters Score -4051208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -4051207.500000 Penalty: 5173.099121
	Iteration 61Q: 3 clusters Score -4051208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -4051207.500000 Penalty: 5173.099121
	Iteration 62F: 3 clusters Score -4051208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Entering Unmasked Estep 
Score: -1684789.875000 Penalty: 2373.819824
	Iteration 0F: 2 clusters Score -1684790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1674389.750000 Penalty: 4747.639648
	Iteration 0F: 3 clusters Score -1674390 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1677710.750000 Penalty: 4747.639648
	Iteration 1F: 3 clusters Score -1677711 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1678170.375000 Penalty: 4747.639648
	Iteration 2F: 3 clusters Score -1678170 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1678550.625000 Penalty: 4747.639648
	Iteration 3F: 3 clusters Score -1678551 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1678909.000000 Penalty: 4747.639648
	Iteration 4F: 3 clusters Score -1678909 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1679266.750000 Penalty: 4747.639648
	Iteration 5Q: 3 clusters Score -1679267 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1679559.500000 Penalty: 4747.639648
	Iteration 6Q: 3 clusters Score -1679560 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1679893.000000 Penalty: 4747.639648
	Iteration 7Q: 3 clusters Score -1679893 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1680175.625000 Penalty: 4747.639648
	Iteration 8Q: 3 clusters Score -1680176 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1680452.750000 Penalty: 4747.639648
	Iteration 9Q: 3 clusters Score -1680453 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1680690.000000 Penalty: 4747.639648
	Iteration 10Q: 3 clusters Score -1680690 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1680906.875000 Penalty: 4747.639648
	Iteration 11Q: 3 clusters Score -1680907 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1681153.000000 Penalty: 4747.639648
	Iteration 12Q: 3 clusters Score -1681153 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1681353.125000 Penalty: 4747.639648
	Iteration 13Q: 3 clusters Score -1681353 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1681520.125000 Penalty: 4747.639648
	Iteration 14Q: 3 clusters Score -1681520 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1681645.375000 Penalty: 4747.639648
	Iteration 15Q: 3 clusters Score -1681645 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1681758.500000 Penalty: 4747.639648
	Iteration 16Q: 3 clusters Score -1681758 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1681849.000000 Penalty: 4747.639648
	Iteration 17Q: 3 clusters Score -1681849 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1681932.000000 Penalty: 4747.639648
	Iteration 18Q: 3 clusters Score -1681932 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1682000.250000 Penalty: 4747.639648
	Iteration 19Q: 3 clusters Score -1682000 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1682062.500000 Penalty: 4747.639648
	Iteration 20F: 3 clusters Score -1682062 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1682121.500000 Penalty: 4747.639648
	Iteration 21Q: 3 clusters Score -1682122 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1682181.250000 Penalty: 4747.639648
	Iteration 22Q: 3 clusters Score -1682181 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1682230.500000 Penalty: 4747.639648
	Iteration 23Q: 3 clusters Score -1682230 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1682297.500000 Penalty: 4747.639648
	Iteration 24Q: 3 clusters Score -1682298 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1682348.500000 Penalty: 4747.639648
	Iteration 25Q: 3 clusters Score -1682348 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1682398.875000 Penalty: 4747.639648
	Iteration 26Q: 3 clusters Score -1682399 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1682437.750000 Penalty: 4747.639648
	Iteration 27Q: 3 clusters Score -1682438 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1682471.500000 Penalty: 4747.639648
	Iteration 28Q: 3 clusters Score -1682472 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1682507.000000 Penalty: 4747.639648
	Iteration 29Q: 3 clusters Score -1682507 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1682535.750000 Penalty: 4747.639648
	Iteration 30Q: 3 clusters Score -1682536 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1682558.250000 Penalty: 4747.639648
	Iteration 31Q: 3 clusters Score -1682558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1682582.750000 Penalty: 4747.639648
	Iteration 32Q: 3 clusters Score -1682583 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1682611.875000 Penalty: 4747.639648
	Iteration 33Q: 3 clusters Score -1682612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1682646.000000 Penalty: 4747.639648
	Iteration 34Q: 3 clusters Score -1682646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1682671.125000 Penalty: 4747.639648
	Iteration 35Q: 3 clusters Score -1682671 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1682705.000000 Penalty: 4747.639648
	Iteration 36Q: 3 clusters Score -1682705 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1682743.750000 Penalty: 4747.639648
	Iteration 37Q: 3 clusters Score -1682744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1682764.875000 Penalty: 4747.639648
	Iteration 38Q: 3 clusters Score -1682765 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1682793.250000 Penalty: 4747.639648
	Iteration 39Q: 3 clusters Score -1682793 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1682813.500000 Penalty: 4747.639648
	Iteration 40F: 3 clusters Score -1682814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1682841.375000 Penalty: 4747.639648
	Iteration 41Q: 3 clusters Score -1682841 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1682860.750000 Penalty: 4747.639648
	Iteration 42Q: 3 clusters Score -1682861 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1682884.250000 Penalty: 4747.639648
	Iteration 43Q: 3 clusters Score -1682884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1682901.250000 Penalty: 4747.639648
	Iteration 44Q: 3 clusters Score -1682901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1682912.375000 Penalty: 4747.639648
	Iteration 45Q: 3 clusters Score -1682912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1682920.500000 Penalty: 4747.639648
	Iteration 46Q: 3 clusters Score -1682920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1682932.125000 Penalty: 4747.639648
	Iteration 47Q: 3 clusters Score -1682932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1682940.625000 Penalty: 4747.639648
	Iteration 48Q: 3 clusters Score -1682941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1682943.750000 Penalty: 4747.639648
	Iteration 49Q: 3 clusters Score -1682944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1682943.500000 Penalty: 4747.639648
	Iteration 50Q: 3 clusters Score -1682944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1682949.125000 Penalty: 4747.639648
	Iteration 51Q: 3 clusters Score -1682949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1682951.875000 Penalty: 4747.639648
	Iteration 52Q: 3 clusters Score -1682952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1682960.750000 Penalty: 4747.639648
	Iteration 53Q: 3 clusters Score -1682961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1682966.500000 Penalty: 4747.639648
	Iteration 54Q: 3 clusters Score -1682966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1682983.875000 Penalty: 4747.639648
	Iteration 55Q: 3 clusters Score -1682984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1683001.125000 Penalty: 4747.639648
	Iteration 56Q: 3 clusters Score -1683001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1683019.625000 Penalty: 4747.639648
	Iteration 57Q: 3 clusters Score -1683020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1683058.250000 Penalty: 4747.639648
	Iteration 58Q: 3 clusters Score -1683058 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1683098.500000 Penalty: 4747.639648
	Iteration 59Q: 3 clusters Score -1683098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1683138.375000 Penalty: 4747.639648
	Iteration 60F: 3 clusters Score -1683138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1683183.375000 Penalty: 4747.639648
	Iteration 61Q: 3 clusters Score -1683183 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1683242.750000 Penalty: 4747.639648
	Iteration 62Q: 3 clusters Score -1683243 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1683284.250000 Penalty: 4747.639648
	Iteration 63Q: 3 clusters Score -1683284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1683302.250000 Penalty: 4747.639648
	Iteration 64Q: 3 clusters Score -1683302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1683311.000000 Penalty: 4747.639648
	Iteration 65Q: 3 clusters Score -1683311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1683317.500000 Penalty: 4747.639648
	Iteration 66Q: 3 clusters Score -1683318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1683327.500000 Penalty: 4747.639648
	Iteration 67Q: 3 clusters Score -1683328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1683329.375000 Penalty: 4747.639648
	Iteration 68Q: 3 clusters Score -1683329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1683331.750000 Penalty: 4747.639648
	Iteration 69Q: 3 clusters Score -1683332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1683335.500000 Penalty: 4747.639648
	Iteration 70Q: 3 clusters Score -1683336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1683340.500000 Penalty: 4747.639648
	Iteration 71Q: 3 clusters Score -1683340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1683341.000000 Penalty: 4747.639648
	Iteration 72Q: 3 clusters Score -1683341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1683342.500000 Penalty: 4747.639648
	Iteration 73Q: 3 clusters Score -1683342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1683342.500000 Penalty: 4747.639648
	Iteration 74Q: 3 clusters Score -1683342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1683342.500000 Penalty: 4747.639648
	Iteration 75F: 3 clusters Score -1683342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Entering Unmasked Estep 
Score: -2404210.000000 Penalty: 2460.477051
	Iteration 0F: 2 clusters Score -2404210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2389895.000000 Penalty: 4920.954102
	Iteration 0F: 3 clusters Score -2389895 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2394790.750000 Penalty: 4920.954102
	Iteration 1F: 3 clusters Score -2394791 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2395337.750000 Penalty: 4920.954102
	Iteration 2F: 3 clusters Score -2395338 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2395846.250000 Penalty: 4920.954102
	Iteration 3F: 3 clusters Score -2395846 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2396340.750000 Penalty: 4920.954102
	Iteration 4Q: 3 clusters Score -2396341 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2396817.000000 Penalty: 4920.954102
	Iteration 5Q: 3 clusters Score -2396817 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2397353.500000 Penalty: 4920.954102
	Iteration 6Q: 3 clusters Score -2397354 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2397998.500000 Penalty: 4920.954102
	Iteration 7Q: 3 clusters Score -2397998 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2398736.250000 Penalty: 4920.954102
	Iteration 8F: 3 clusters Score -2398736 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2399623.500000 Penalty: 4920.954102
	Iteration 9F: 3 clusters Score -2399624 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2400456.000000 Penalty: 4920.954102
	Iteration 10F: 3 clusters Score -2400456 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2401012.000000 Penalty: 4920.954102
	Iteration 11Q: 3 clusters Score -2401012 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2401356.750000 Penalty: 4920.954102
	Iteration 12Q: 3 clusters Score -2401357 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2401591.500000 Penalty: 4920.954102
	Iteration 13Q: 3 clusters Score -2401592 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2401739.250000 Penalty: 4920.954102
	Iteration 14Q: 3 clusters Score -2401739 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2401823.500000 Penalty: 4920.954102
	Iteration 15Q: 3 clusters Score -2401824 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2401872.750000 Penalty: 4920.954102
	Iteration 16Q: 3 clusters Score -2401873 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2401925.750000 Penalty: 4920.954102
	Iteration 17Q: 3 clusters Score -2401926 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2401959.000000 Penalty: 4920.954102
	Iteration 18Q: 3 clusters Score -2401959 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2401990.750000 Penalty: 4920.954102
	Iteration 19Q: 3 clusters Score -2401991 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2402010.500000 Penalty: 4920.954102
	Iteration 20F: 3 clusters Score -2402010 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2402037.500000 Penalty: 4920.954102
	Iteration 21Q: 3 clusters Score -2402038 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2402078.250000 Penalty: 4920.954102
	Iteration 22Q: 3 clusters Score -2402078 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2402113.000000 Penalty: 4920.954102
	Iteration 23Q: 3 clusters Score -2402113 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2402137.500000 Penalty: 4920.954102
	Iteration 24Q: 3 clusters Score -2402138 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2402155.750000 Penalty: 4920.954102
	Iteration 25Q: 3 clusters Score -2402156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2402182.250000 Penalty: 4920.954102
	Iteration 26Q: 3 clusters Score -2402182 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2402199.250000 Penalty: 4920.954102
	Iteration 27Q: 3 clusters Score -2402199 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2402223.500000 Penalty: 4920.954102
	Iteration 28Q: 3 clusters Score -2402224 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2402237.250000 Penalty: 4920.954102
	Iteration 29Q: 3 clusters Score -2402237 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2402242.250000 Penalty: 4920.954102
	Iteration 30Q: 3 clusters Score -2402242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2402258.500000 Penalty: 4920.954102
	Iteration 31Q: 3 clusters Score -2402258 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2402271.250000 Penalty: 4920.954102
	Iteration 32Q: 3 clusters Score -2402271 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2402274.750000 Penalty: 4920.954102
	Iteration 33Q: 3 clusters Score -2402275 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2402286.750000 Penalty: 4920.954102
	Iteration 34Q: 3 clusters Score -2402287 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2402292.750000 Penalty: 4920.954102
	Iteration 35Q: 3 clusters Score -2402293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2402303.750000 Penalty: 4920.954102
	Iteration 36Q: 3 clusters Score -2402304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2402315.000000 Penalty: 4920.954102
	Iteration 37Q: 3 clusters Score -2402315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2402320.000000 Penalty: 4920.954102
	Iteration 38Q: 3 clusters Score -2402320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2402325.250000 Penalty: 4920.954102
	Iteration 39Q: 3 clusters Score -2402325 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2402329.250000 Penalty: 4920.954102
	Iteration 40F: 3 clusters Score -2402329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2402326.750000 Penalty: 4920.954102
	Iteration 41Q: 3 clusters Score -2402327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2402331.500000 Penalty: 4920.954102
	Iteration 42Q: 3 clusters Score -2402332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2402341.000000 Penalty: 4920.954102
	Iteration 43Q: 3 clusters Score -2402341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2402344.000000 Penalty: 4920.954102
	Iteration 44Q: 3 clusters Score -2402344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2402355.250000 Penalty: 4920.954102
	Iteration 45Q: 3 clusters Score -2402355 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2402368.500000 Penalty: 4920.954102
	Iteration 46Q: 3 clusters Score -2402368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2402374.250000 Penalty: 4920.954102
	Iteration 47Q: 3 clusters Score -2402374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2402383.000000 Penalty: 4920.954102
	Iteration 48Q: 3 clusters Score -2402383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2402385.750000 Penalty: 4920.954102
	Iteration 49Q: 3 clusters Score -2402386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2402391.750000 Penalty: 4920.954102
	Iteration 50Q: 3 clusters Score -2402392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2402396.750000 Penalty: 4920.954102
	Iteration 51Q: 3 clusters Score -2402397 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2402405.000000 Penalty: 4920.954102
	Iteration 52Q: 3 clusters Score -2402405 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2402412.000000 Penalty: 4920.954102
	Iteration 53Q: 3 clusters Score -2402412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2402421.250000 Penalty: 4920.954102
	Iteration 54Q: 3 clusters Score -2402421 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2402435.250000 Penalty: 4920.954102
	Iteration 55Q: 3 clusters Score -2402435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2402441.750000 Penalty: 4920.954102
	Iteration 56Q: 3 clusters Score -2402442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2402449.000000 Penalty: 4920.954102
	Iteration 57Q: 3 clusters Score -2402449 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2402455.000000 Penalty: 4920.954102
	Iteration 58Q: 3 clusters Score -2402455 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2402462.250000 Penalty: 4920.954102
	Iteration 59Q: 3 clusters Score -2402462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2402467.750000 Penalty: 4920.954102
	Iteration 60F: 3 clusters Score -2402468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2402471.500000 Penalty: 4920.954102
	Iteration 61Q: 3 clusters Score -2402472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2402478.250000 Penalty: 4920.954102
	Iteration 62Q: 3 clusters Score -2402478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2402479.000000 Penalty: 4920.954102
	Iteration 63Q: 3 clusters Score -2402479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2402490.750000 Penalty: 4920.954102
	Iteration 64Q: 3 clusters Score -2402491 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2402489.500000 Penalty: 4920.954102
	Iteration 65Q: 3 clusters Score -2402490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2402497.000000 Penalty: 4920.954102
	Iteration 66Q: 3 clusters Score -2402497 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2402505.750000 Penalty: 4920.954102
	Iteration 67Q: 3 clusters Score -2402506 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2402509.500000 Penalty: 4920.954102
	Iteration 68Q: 3 clusters Score -2402510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2402521.250000 Penalty: 4920.954102
	Iteration 69Q: 3 clusters Score -2402521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2402520.000000 Penalty: 4920.954102
	Iteration 70Q: 3 clusters Score -2402520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2402528.750000 Penalty: 4920.954102
	Iteration 71Q: 3 clusters Score -2402529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2402530.750000 Penalty: 4920.954102
	Iteration 72Q: 3 clusters Score -2402531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2402530.250000 Penalty: 4920.954102
	Iteration 73Q: 3 clusters Score -2402530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2402541.750000 Penalty: 4920.954102
	Iteration 74Q: 3 clusters Score -2402542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2402543.000000 Penalty: 4920.954102
	Iteration 75Q: 3 clusters Score -2402543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2402539.000000 Penalty: 4920.954102
	Iteration 76Q: 3 clusters Score -2402539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2402539.750000 Penalty: 4920.954102
	Iteration 77Q: 3 clusters Score -2402540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2402543.250000 Penalty: 4920.954102
	Iteration 78Q: 3 clusters Score -2402543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2402540.000000 Penalty: 4920.954102
	Iteration 79Q: 3 clusters Score -2402540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2402551.000000 Penalty: 4920.954102
	Iteration 80F: 3 clusters Score -2402551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2402552.500000 Penalty: 4920.954102
	Iteration 81Q: 3 clusters Score -2402552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2402556.250000 Penalty: 4920.954102
	Iteration 82Q: 3 clusters Score -2402556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2402555.500000 Penalty: 4920.954102
	Iteration 83Q: 3 clusters Score -2402556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2402559.750000 Penalty: 4920.954102
	Iteration 84Q: 3 clusters Score -2402560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2402562.750000 Penalty: 4920.954102
	Iteration 85Q: 3 clusters Score -2402563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2402560.000000 Penalty: 4920.954102
	Iteration 86Q: 3 clusters Score -2402560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2402568.750000 Penalty: 4920.954102
	Iteration 87Q: 3 clusters Score -2402569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2402562.500000 Penalty: 4920.954102
	Iteration 88Q: 3 clusters Score -2402562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2402563.250000 Penalty: 4920.954102
	Iteration 89Q: 3 clusters Score -2402563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2402559.500000 Penalty: 4920.954102
	Iteration 90Q: 3 clusters Score -2402560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2402564.000000 Penalty: 4920.954102
	Iteration 91Q: 3 clusters Score -2402564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2402561.500000 Penalty: 4920.954102
	Iteration 92Q: 3 clusters Score -2402562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2402559.000000 Penalty: 4920.954102
	Iteration 93Q: 3 clusters Score -2402559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2402559.500000 Penalty: 4920.954102
	Iteration 94Q: 3 clusters Score -2402560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2402559.500000 Penalty: 4920.954102
	Iteration 95F: 3 clusters Score -2402560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Entering Unmasked Estep 
Score: -4315708.500000 Penalty: 2601.456787
	Iteration 0F: 2 clusters Score -4315708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -4291204.000000 Penalty: 5202.913574
	Iteration 0F: 3 clusters Score -4291204 nChanged 16353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -4300278.000000 Penalty: 5202.913574
	Iteration 1F: 3 clusters Score -4300278 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -4300801.000000 Penalty: 5202.913574
	Iteration 2Q: 3 clusters Score -4300801 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -4301313.000000 Penalty: 5202.913574
	Iteration 3Q: 3 clusters Score -4301313 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -4301850.500000 Penalty: 5202.913574
	Iteration 4Q: 3 clusters Score -4301850 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -4302467.000000 Penalty: 5202.913574
	Iteration 5Q: 3 clusters Score -4302467 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -4303288.500000 Penalty: 5202.913574
	Iteration 6Q: 3 clusters Score -4303288 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -4304373.000000 Penalty: 5202.913574
	Iteration 7Q: 3 clusters Score -4304373 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -4305854.000000 Penalty: 5202.913574
	Iteration 8F: 3 clusters Score -4305854 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -4307627.000000 Penalty: 5202.913574
	Iteration 9F: 3 clusters Score -4307627 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -4309120.000000 Penalty: 5202.913574
	Iteration 10F: 3 clusters Score -4309120 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -4310081.500000 Penalty: 5202.913574
	Iteration 11Q: 3 clusters Score -4310082 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -4310591.000000 Penalty: 5202.913574
	Iteration 12Q: 3 clusters Score -4310591 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -4310938.000000 Penalty: 5202.913574
	Iteration 13Q: 3 clusters Score -4310938 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4311180.500000 Penalty: 5202.913574
	Iteration 14Q: 3 clusters Score -4311180 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -4311411.500000 Penalty: 5202.913574
	Iteration 15Q: 3 clusters Score -4311412 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -4311580.500000 Penalty: 5202.913574
	Iteration 16Q: 3 clusters Score -4311580 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -4311752.000000 Penalty: 5202.913574
	Iteration 17Q: 3 clusters Score -4311752 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -4311924.000000 Penalty: 5202.913574
	Iteration 18Q: 3 clusters Score -4311924 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4312080.500000 Penalty: 5202.913574
	Iteration 19Q: 3 clusters Score -4312080 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -4312196.500000 Penalty: 5202.913574
	Iteration 20F: 3 clusters Score -4312196 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4312299.000000 Penalty: 5202.913574
	Iteration 21Q: 3 clusters Score -4312299 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4312406.000000 Penalty: 5202.913574
	Iteration 22Q: 3 clusters Score -4312406 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -4312498.000000 Penalty: 5202.913574
	Iteration 23Q: 3 clusters Score -4312498 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -4312579.000000 Penalty: 5202.913574
	Iteration 24Q: 3 clusters Score -4312579 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -4312630.500000 Penalty: 5202.913574
	Iteration 25Q: 3 clusters Score -4312630 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4312687.000000 Penalty: 5202.913574
	Iteration 26Q: 3 clusters Score -4312687 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -4312745.000000 Penalty: 5202.913574
	Iteration 27Q: 3 clusters Score -4312745 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -4312808.500000 Penalty: 5202.913574
	Iteration 28Q: 3 clusters Score -4312808 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -4312867.000000 Penalty: 5202.913574
	Iteration 29Q: 3 clusters Score -4312867 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -4312928.000000 Penalty: 5202.913574
	Iteration 30Q: 3 clusters Score -4312928 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4312971.500000 Penalty: 5202.913574
	Iteration 31Q: 3 clusters Score -4312972 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -4313010.500000 Penalty: 5202.913574
	Iteration 32Q: 3 clusters Score -4313010 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4313063.000000 Penalty: 5202.913574
	Iteration 33Q: 3 clusters Score -4313063 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -4313112.000000 Penalty: 5202.913574
	Iteration 34Q: 3 clusters Score -4313112 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4313147.000000 Penalty: 5202.913574
	Iteration 35Q: 3 clusters Score -4313147 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4313177.000000 Penalty: 5202.913574
	Iteration 36Q: 3 clusters Score -4313177 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4313186.500000 Penalty: 5202.913574
	Iteration 37Q: 3 clusters Score -4313186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -4313203.500000 Penalty: 5202.913574
	Iteration 38Q: 3 clusters Score -4313204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -4313231.500000 Penalty: 5202.913574
	Iteration 39Q: 3 clusters Score -4313232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4313245.000000 Penalty: 5202.913574
	Iteration 40F: 3 clusters Score -4313245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4313265.000000 Penalty: 5202.913574
	Iteration 41Q: 3 clusters Score -4313265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -4313280.500000 Penalty: 5202.913574
	Iteration 42Q: 3 clusters Score -4313280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4313289.500000 Penalty: 5202.913574
	Iteration 43Q: 3 clusters Score -4313290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -4313295.000000 Penalty: 5202.913574
	Iteration 44Q: 3 clusters Score -4313295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -4313306.000000 Penalty: 5202.913574
	Iteration 45Q: 3 clusters Score -4313306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -4313315.500000 Penalty: 5202.913574
	Iteration 46Q: 3 clusters Score -4313316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -4313318.500000 Penalty: 5202.913574
	Iteration 47Q: 3 clusters Score -4313318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -4313333.000000 Penalty: 5202.913574
	Iteration 48Q: 3 clusters Score -4313333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -4313341.000000 Penalty: 5202.913574
	Iteration 49Q: 3 clusters Score -4313341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -4313355.500000 Penalty: 5202.913574
	Iteration 50Q: 3 clusters Score -4313356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -4313369.000000 Penalty: 5202.913574
	Iteration 51Q: 3 clusters Score -4313369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -4313376.000000 Penalty: 5202.913574
	Iteration 52Q: 3 clusters Score -4313376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -4313391.000000 Penalty: 5202.913574
	Iteration 53Q: 3 clusters Score -4313391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -4313407.500000 Penalty: 5202.913574
	Iteration 54Q: 3 clusters Score -4313408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -4313417.000000 Penalty: 5202.913574
	Iteration 55Q: 3 clusters Score -4313417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -4313419.000000 Penalty: 5202.913574
	Iteration 56Q: 3 clusters Score -4313419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -4313421.500000 Penalty: 5202.913574
	Iteration 57Q: 3 clusters Score -4313422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -4313433.500000 Penalty: 5202.913574
	Iteration 58Q: 3 clusters Score -4313434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -4313444.000000 Penalty: 5202.913574
	Iteration 59Q: 3 clusters Score -4313444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4313440.000000 Penalty: 5202.913574
	Iteration 60F: 3 clusters Score -4313440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -4313443.000000 Penalty: 5202.913574
	Iteration 61Q: 3 clusters Score -4313443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -4313443.000000 Penalty: 5202.913574
	Iteration 62Q: 3 clusters Score -4313443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -4313443.500000 Penalty: 5202.913574
	Iteration 63Q: 3 clusters Score -4313444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4313449.000000 Penalty: 5202.913574
	Iteration 64Q: 3 clusters Score -4313449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -4313447.000000 Penalty: 5202.913574
	Iteration 65Q: 3 clusters Score -4313447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4313452.500000 Penalty: 5202.913574
	Iteration 66Q: 3 clusters Score -4313452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -4313448.500000 Penalty: 5202.913574
	Iteration 67Q: 3 clusters Score -4313448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -4313444.500000 Penalty: 5202.913574
	Iteration 68Q: 3 clusters Score -4313444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -4313448.500000 Penalty: 5202.913574
	Iteration 69Q: 3 clusters Score -4313448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4313450.000000 Penalty: 5202.913574
	Iteration 70Q: 3 clusters Score -4313450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -4313449.000000 Penalty: 5202.913574
	Iteration 71Q: 3 clusters Score -4313449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4313448.500000 Penalty: 5202.913574
	Iteration 72Q: 3 clusters Score -4313448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4313450.500000 Penalty: 5202.913574
	Iteration 73Q: 3 clusters Score -4313450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4313447.500000 Penalty: 5202.913574
	Iteration 74Q: 3 clusters Score -4313448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -4313448.000000 Penalty: 5202.913574
	Iteration 75Q: 3 clusters Score -4313448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -4313451.500000 Penalty: 5202.913574
	Iteration 76Q: 3 clusters Score -4313452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -4313449.000000 Penalty: 5202.913574
	Iteration 77Q: 3 clusters Score -4313449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4313452.500000 Penalty: 5202.913574
	Iteration 78Q: 3 clusters Score -4313452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4313452.000000 Penalty: 5202.913574
	Iteration 79Q: 3 clusters Score -4313452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4313455.500000 Penalty: 5202.913574
	Iteration 80F: 3 clusters Score -4313456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -4313461.500000 Penalty: 5202.913574
	Iteration 81Q: 3 clusters Score -4313462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -4313463.500000 Penalty: 5202.913574
	Iteration 82Q: 3 clusters Score -4313464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -4313469.500000 Penalty: 5202.913574
	Iteration 83Q: 3 clusters Score -4313470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4313478.000000 Penalty: 5202.913574
	Iteration 84Q: 3 clusters Score -4313478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -4313490.500000 Penalty: 5202.913574
	Iteration 85Q: 3 clusters Score -4313490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -4313496.500000 Penalty: 5202.913574
	Iteration 86Q: 3 clusters Score -4313496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -4313503.500000 Penalty: 5202.913574
	Iteration 87Q: 3 clusters Score -4313504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -4313501.000000 Penalty: 5202.913574
	Iteration 88Q: 3 clusters Score -4313501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -4313510.500000 Penalty: 5202.913574
	Iteration 89Q: 3 clusters Score -4313510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4313511.000000 Penalty: 5202.913574
	Iteration 90Q: 3 clusters Score -4313511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -4313516.500000 Penalty: 5202.913574
	Iteration 91Q: 3 clusters Score -4313516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4313515.000000 Penalty: 5202.913574
	Iteration 92Q: 3 clusters Score -4313515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4313515.000000 Penalty: 5202.913574
	Iteration 93F: 3 clusters Score -4313515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Entering Unmasked Estep 
Score: -5105340.000000 Penalty: 2653.074707
	Iteration 0F: 2 clusters Score -5105340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5075423.500000 Penalty: 5306.149414
	Iteration 0F: 3 clusters Score -5075424 nChanged 20434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -5086791.500000 Penalty: 5306.149414
	Iteration 1F: 3 clusters Score -5086792 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -5087343.000000 Penalty: 5306.149414
	Iteration 2Q: 3 clusters Score -5087343 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -5087841.000000 Penalty: 5306.149414
	Iteration 3Q: 3 clusters Score -5087841 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -5088351.500000 Penalty: 5306.149414
	Iteration 4Q: 3 clusters Score -5088352 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -5088977.000000 Penalty: 5306.149414
	Iteration 5Q: 3 clusters Score -5088977 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -5089716.500000 Penalty: 5306.149414
	Iteration 6Q: 3 clusters Score -5089716 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -5090733.000000 Penalty: 5306.149414
	Iteration 7Q: 3 clusters Score -5090733 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -5092049.000000 Penalty: 5306.149414
	Iteration 8F: 3 clusters Score -5092049 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -5093846.000000 Penalty: 5306.149414
	Iteration 9F: 3 clusters Score -5093846 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -5096086.500000 Penalty: 5306.149414
	Iteration 10F: 3 clusters Score -5096086 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -5098373.500000 Penalty: 5306.149414
	Iteration 11F: 3 clusters Score -5098374 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5100324.000000 Penalty: 5306.149414
	Iteration 12F: 3 clusters Score -5100324 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5101562.000000 Penalty: 5306.149414
	Iteration 13Q: 3 clusters Score -5101562 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5102255.000000 Penalty: 5306.149414
	Iteration 14Q: 3 clusters Score -5102255 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5102603.500000 Penalty: 5306.149414
	Iteration 15Q: 3 clusters Score -5102604 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5102803.000000 Penalty: 5306.149414
	Iteration 16Q: 3 clusters Score -5102803 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5102926.500000 Penalty: 5306.149414
	Iteration 17Q: 3 clusters Score -5102926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5102984.500000 Penalty: 5306.149414
	Iteration 18Q: 3 clusters Score -5102984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5103018.500000 Penalty: 5306.149414
	Iteration 19Q: 3 clusters Score -5103018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5103049.500000 Penalty: 5306.149414
	Iteration 20F: 3 clusters Score -5103050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5103084.000000 Penalty: 5306.149414
	Iteration 21Q: 3 clusters Score -5103084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5103090.000000 Penalty: 5306.149414
	Iteration 22Q: 3 clusters Score -5103090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5103101.000000 Penalty: 5306.149414
	Iteration 23Q: 3 clusters Score -5103101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5103099.500000 Penalty: 5306.149414
	Iteration 24Q: 3 clusters Score -5103100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5103103.500000 Penalty: 5306.149414
	Iteration 25Q: 3 clusters Score -5103104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5103103.500000 Penalty: 5306.149414
	Iteration 26Q: 3 clusters Score -5103104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5103110.500000 Penalty: 5306.149414
	Iteration 27Q: 3 clusters Score -5103110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5103110.500000 Penalty: 5306.149414
	Iteration 28Q: 3 clusters Score -5103110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5103109.500000 Penalty: 5306.149414
	Iteration 29Q: 3 clusters Score -5103110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5103119.500000 Penalty: 5306.149414
	Iteration 30Q: 3 clusters Score -5103120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5103119.000000 Penalty: 5306.149414
	Iteration 31Q: 3 clusters Score -5103119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5103119.500000 Penalty: 5306.149414
	Iteration 32Q: 3 clusters Score -5103120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5103123.500000 Penalty: 5306.149414
	Iteration 33Q: 3 clusters Score -5103124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5103123.500000 Penalty: 5306.149414
	Iteration 34F: 3 clusters Score -5103124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Entering Unmasked Estep 
Score: -1155822.000000 Penalty: 2281.521729
	Iteration 0F: 2 clusters Score -1155822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1148193.875000 Penalty: 4563.043457
	Iteration 0F: 3 clusters Score -1148194 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1150565.000000 Penalty: 4563.043457
	Iteration 1F: 3 clusters Score -1150565 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1151049.625000 Penalty: 4563.043457
	Iteration 2F: 3 clusters Score -1151050 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1151486.750000 Penalty: 4563.043457
	Iteration 3F: 3 clusters Score -1151487 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1151919.750000 Penalty: 4563.043457
	Iteration 4F: 3 clusters Score -1151920 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1152370.125000 Penalty: 4563.043457
	Iteration 5F: 3 clusters Score -1152370 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1152782.750000 Penalty: 4563.043457
	Iteration 6F: 3 clusters Score -1152783 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1153167.250000 Penalty: 4563.043457
	Iteration 7F: 3 clusters Score -1153167 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1153533.000000 Penalty: 4563.043457
	Iteration 8Q: 3 clusters Score -1153533 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1153822.750000 Penalty: 4563.043457
	Iteration 9Q: 3 clusters Score -1153823 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1154049.750000 Penalty: 4563.043457
	Iteration 10Q: 3 clusters Score -1154050 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1154227.625000 Penalty: 4563.043457
	Iteration 11Q: 3 clusters Score -1154228 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1154379.375000 Penalty: 4563.043457
	Iteration 12Q: 3 clusters Score -1154379 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1154479.625000 Penalty: 4563.043457
	Iteration 13Q: 3 clusters Score -1154480 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1154557.750000 Penalty: 4563.043457
	Iteration 14Q: 3 clusters Score -1154558 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1154603.000000 Penalty: 4563.043457
	Iteration 15Q: 3 clusters Score -1154603 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1154627.625000 Penalty: 4563.043457
	Iteration 16Q: 3 clusters Score -1154628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1154644.500000 Penalty: 4563.043457
	Iteration 17Q: 3 clusters Score -1154644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1154654.875000 Penalty: 4563.043457
	Iteration 18Q: 3 clusters Score -1154655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1154664.375000 Penalty: 4563.043457
	Iteration 19Q: 3 clusters Score -1154664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1154670.625000 Penalty: 4563.043457
	Iteration 20F: 3 clusters Score -1154671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1154677.750000 Penalty: 4563.043457
	Iteration 21Q: 3 clusters Score -1154678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1154683.000000 Penalty: 4563.043457
	Iteration 22Q: 3 clusters Score -1154683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1154692.500000 Penalty: 4563.043457
	Iteration 23Q: 3 clusters Score -1154692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1154699.625000 Penalty: 4563.043457
	Iteration 24Q: 3 clusters Score -1154700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1154699.875000 Penalty: 4563.043457
	Iteration 25Q: 3 clusters Score -1154700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1154707.875000 Penalty: 4563.043457
	Iteration 26Q: 3 clusters Score -1154708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1154708.375000 Penalty: 4563.043457
	Iteration 27Q: 3 clusters Score -1154708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1154710.375000 Penalty: 4563.043457
	Iteration 28Q: 3 clusters Score -1154710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1154711.875000 Penalty: 4563.043457
	Iteration 29Q: 3 clusters Score -1154712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1154710.875000 Penalty: 4563.043457
	Iteration 30Q: 3 clusters Score -1154711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1154712.750000 Penalty: 4563.043457
	Iteration 31Q: 3 clusters Score -1154713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1154714.000000 Penalty: 4563.043457
	Iteration 32Q: 3 clusters Score -1154714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1154714.250000 Penalty: 4563.043457
	Iteration 33Q: 3 clusters Score -1154714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1154714.750000 Penalty: 4563.043457
	Iteration 34Q: 3 clusters Score -1154715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1154715.750000 Penalty: 4563.043457
	Iteration 35Q: 3 clusters Score -1154716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1154718.000000 Penalty: 4563.043457
	Iteration 36Q: 3 clusters Score -1154718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1154718.000000 Penalty: 4563.043457
	Iteration 37F: 3 clusters Score -1154718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -70492.812500 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -70492.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68897.171875 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -68897.17 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69329.812500 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -69329.81 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -69533.171875 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -69533.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -69721.539062 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -69721.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -69854.476562 Penalty: 3290.778320
	Iteration 4F: 3 clusters Score -69854.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -69939.429688 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -69939.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -69964.593750 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -69964.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -69971.765625 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -69971.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -69974.585938 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -69974.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -69975.359375 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -69975.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -69977.523438 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -69977.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -69980.343750 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -69980.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -69980.343750 Penalty: 3290.778320
	Iteration 12F: 3 clusters Score -69980.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66620 members 
Entering Unmasked Estep 
Score: -7890916.000000 Penalty: 2754.476562
	Iteration 0F: 2 clusters Score -7890916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -7846275.000000 Penalty: 5508.953125
	Iteration 0F: 3 clusters Score -7846275 nChanged 30991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -7863849.000000 Penalty: 5508.953125
	Iteration 1F: 3 clusters Score -7863849 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -7864807.500000 Penalty: 5508.953125
	Iteration 2Q: 3 clusters Score -7864808 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -7866084.000000 Penalty: 5508.953125
	Iteration 3Q: 3 clusters Score -7866084 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -7867795.000000 Penalty: 5508.953125
	Iteration 4Q: 3 clusters Score -7867795 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -7870382.000000 Penalty: 5508.953125
	Iteration 5F: 3 clusters Score -7870382 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -7873646.000000 Penalty: 5508.953125
	Iteration 6F: 3 clusters Score -7873646 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -7876957.000000 Penalty: 5508.953125
	Iteration 7F: 3 clusters Score -7876957 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -7879854.500000 Penalty: 5508.953125
	Iteration 8F: 3 clusters Score -7879854 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -7882163.500000 Penalty: 5508.953125
	Iteration 9F: 3 clusters Score -7882164 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -7883630.000000 Penalty: 5508.953125
	Iteration 10Q: 3 clusters Score -7883630 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -7884417.000000 Penalty: 5508.953125
	Iteration 11Q: 3 clusters Score -7884417 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -7884843.000000 Penalty: 5508.953125
	Iteration 12Q: 3 clusters Score -7884843 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -7885137.000000 Penalty: 5508.953125
	Iteration 13Q: 3 clusters Score -7885137 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -7885295.500000 Penalty: 5508.953125
	Iteration 14Q: 3 clusters Score -7885296 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -7885445.000000 Penalty: 5508.953125
	Iteration 15Q: 3 clusters Score -7885445 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -7885558.500000 Penalty: 5508.953125
	Iteration 16Q: 3 clusters Score -7885558 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -7885701.500000 Penalty: 5508.953125
	Iteration 17Q: 3 clusters Score -7885702 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -7885848.000000 Penalty: 5508.953125
	Iteration 18Q: 3 clusters Score -7885848 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -7885909.000000 Penalty: 5508.953125
	Iteration 19Q: 3 clusters Score -7885909 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -7885971.000000 Penalty: 5508.953125
	Iteration 20F: 3 clusters Score -7885971 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -7886045.000000 Penalty: 5508.953125
	Iteration 21Q: 3 clusters Score -7886045 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -7886083.000000 Penalty: 5508.953125
	Iteration 22Q: 3 clusters Score -7886083 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -7886136.500000 Penalty: 5508.953125
	Iteration 23Q: 3 clusters Score -7886136 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -7886159.500000 Penalty: 5508.953125
	Iteration 24Q: 3 clusters Score -7886160 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -7886168.500000 Penalty: 5508.953125
	Iteration 25Q: 3 clusters Score -7886168 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -7886221.000000 Penalty: 5508.953125
	Iteration 26Q: 3 clusters Score -7886221 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -7886279.500000 Penalty: 5508.953125
	Iteration 27Q: 3 clusters Score -7886280 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -7886375.500000 Penalty: 5508.953125
	Iteration 28Q: 3 clusters Score -7886376 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -7886453.500000 Penalty: 5508.953125
	Iteration 29Q: 3 clusters Score -7886454 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -7886602.000000 Penalty: 5508.953125
	Iteration 30Q: 3 clusters Score -7886602 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -7886702.500000 Penalty: 5508.953125
	Iteration 31Q: 3 clusters Score -7886702 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -7886826.000000 Penalty: 5508.953125
	Iteration 32Q: 3 clusters Score -7886826 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -7886939.500000 Penalty: 5508.953125
	Iteration 33Q: 3 clusters Score -7886940 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -7887044.000000 Penalty: 5508.953125
	Iteration 34Q: 3 clusters Score -7887044 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -7887205.000000 Penalty: 5508.953125
	Iteration 35Q: 3 clusters Score -7887205 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -7887336.500000 Penalty: 5508.953125
	Iteration 36Q: 3 clusters Score -7887336 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -7887503.000000 Penalty: 5508.953125
	Iteration 37Q: 3 clusters Score -7887503 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -7887718.000000 Penalty: 5508.953125
	Iteration 38Q: 3 clusters Score -7887718 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -7887932.000000 Penalty: 5508.953125
	Iteration 39Q: 3 clusters Score -7887932 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -7888222.500000 Penalty: 5508.953125
	Iteration 40F: 3 clusters Score -7888222 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -7888532.000000 Penalty: 5508.953125
	Iteration 41Q: 3 clusters Score -7888532 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -7888832.500000 Penalty: 5508.953125
	Iteration 42Q: 3 clusters Score -7888832 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -7889175.500000 Penalty: 5508.953125
	Iteration 43Q: 3 clusters Score -7889176 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -7889479.000000 Penalty: 5508.953125
	Iteration 44Q: 3 clusters Score -7889479 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -7889707.000000 Penalty: 5508.953125
	Iteration 45Q: 3 clusters Score -7889707 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -7889892.000000 Penalty: 5508.953125
	Iteration 46Q: 3 clusters Score -7889892 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -7890056.500000 Penalty: 5508.953125
	Iteration 47Q: 3 clusters Score -7890056 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -7890194.500000 Penalty: 5508.953125
	Iteration 48Q: 3 clusters Score -7890194 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -7890324.500000 Penalty: 5508.953125
	Iteration 49Q: 3 clusters Score -7890324 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -7890434.000000 Penalty: 5508.953125
	Iteration 50Q: 3 clusters Score -7890434 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -7890486.500000 Penalty: 5508.953125
	Iteration 51Q: 3 clusters Score -7890486 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -7890550.000000 Penalty: 5508.953125
	Iteration 52Q: 3 clusters Score -7890550 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -7890600.500000 Penalty: 5508.953125
	Iteration 53Q: 3 clusters Score -7890600 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -7890633.000000 Penalty: 5508.953125
	Iteration 54Q: 3 clusters Score -7890633 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -7890653.000000 Penalty: 5508.953125
	Iteration 55Q: 3 clusters Score -7890653 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -7890687.000000 Penalty: 5508.953125
	Iteration 56Q: 3 clusters Score -7890687 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -7890692.000000 Penalty: 5508.953125
	Iteration 57Q: 3 clusters Score -7890692 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -7890714.500000 Penalty: 5508.953125
	Iteration 58Q: 3 clusters Score -7890714 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -7890740.500000 Penalty: 5508.953125
	Iteration 59Q: 3 clusters Score -7890740 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -7890759.500000 Penalty: 5508.953125
	Iteration 60F: 3 clusters Score -7890760 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -7890784.500000 Penalty: 5508.953125
	Iteration 61Q: 3 clusters Score -7890784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -7890784.000000 Penalty: 5508.953125
	Iteration 62Q: 3 clusters Score -7890784 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -7890792.000000 Penalty: 5508.953125
	Iteration 63Q: 3 clusters Score -7890792 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -7890787.000000 Penalty: 5508.953125
	Iteration 64Q: 3 clusters Score -7890787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -7890781.500000 Penalty: 5508.953125
	Iteration 65Q: 3 clusters Score -7890782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -7890792.500000 Penalty: 5508.953125
	Iteration 66Q: 3 clusters Score -7890792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -7890797.500000 Penalty: 5508.953125
	Iteration 67Q: 3 clusters Score -7890798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -7890808.000000 Penalty: 5508.953125
	Iteration 68Q: 3 clusters Score -7890808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -7890813.000000 Penalty: 5508.953125
	Iteration 69Q: 3 clusters Score -7890813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -7890825.500000 Penalty: 5508.953125
	Iteration 70Q: 3 clusters Score -7890826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -7890824.000000 Penalty: 5508.953125
	Iteration 71Q: 3 clusters Score -7890824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -7890831.500000 Penalty: 5508.953125
	Iteration 72Q: 3 clusters Score -7890832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -7890829.000000 Penalty: 5508.953125
	Iteration 73Q: 3 clusters Score -7890829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -7890822.000000 Penalty: 5508.953125
	Iteration 74Q: 3 clusters Score -7890822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -7890817.000000 Penalty: 5508.953125
	Iteration 75Q: 3 clusters Score -7890817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -7890824.000000 Penalty: 5508.953125
	Iteration 76Q: 3 clusters Score -7890824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -7890833.500000 Penalty: 5508.953125
	Iteration 77Q: 3 clusters Score -7890834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -7890820.500000 Penalty: 5508.953125
	Iteration 78Q: 3 clusters Score -7890820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -7890817.000000 Penalty: 5508.953125
	Iteration 79Q: 3 clusters Score -7890817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -7890826.500000 Penalty: 5508.953125
	Iteration 80F: 3 clusters Score -7890826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -7890831.000000 Penalty: 5508.953125
	Iteration 81Q: 3 clusters Score -7890831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -7890838.500000 Penalty: 5508.953125
	Iteration 82Q: 3 clusters Score -7890838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -7890842.000000 Penalty: 5508.953125
	Iteration 83Q: 3 clusters Score -7890842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -7890823.000000 Penalty: 5508.953125
	Iteration 84Q: 3 clusters Score -7890823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -7890835.000000 Penalty: 5508.953125
	Iteration 85Q: 3 clusters Score -7890835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -7890825.000000 Penalty: 5508.953125
	Iteration 86Q: 3 clusters Score -7890825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -7890838.500000 Penalty: 5508.953125
	Iteration 87Q: 3 clusters Score -7890838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -7890836.500000 Penalty: 5508.953125
	Iteration 88Q: 3 clusters Score -7890836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -7890834.500000 Penalty: 5508.953125
	Iteration 89Q: 3 clusters Score -7890834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -7890844.500000 Penalty: 5508.953125
	Iteration 90Q: 3 clusters Score -7890844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7890844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -7890837.000000 Penalty: 5508.953125
	Iteration 92Q: 3 clusters Score -7890837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -7890836.000000 Penalty: 5508.953125
	Iteration 93Q: 3 clusters Score -7890836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -7890827.500000 Penalty: 5508.953125
	Iteration 94Q: 3 clusters Score -7890828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -7890839.000000 Penalty: 5508.953125
	Iteration 95Q: 3 clusters Score -7890839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -7890835.000000 Penalty: 5508.953125
	Iteration 96Q: 3 clusters Score -7890835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -7890848.000000 Penalty: 5508.953125
	Iteration 97Q: 3 clusters Score -7890848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -7890842.500000 Penalty: 5508.953125
	Iteration 98Q: 3 clusters Score -7890842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -7890838.000000 Penalty: 5508.953125
	Iteration 99Q: 3 clusters Score -7890838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -7890847.500000 Penalty: 5508.953125
	Iteration 100F: 3 clusters Score -7890848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -7890836.000000 Penalty: 5508.953125
	Iteration 101Q: 3 clusters Score -7890836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -7890835.500000 Penalty: 5508.953125
	Iteration 102Q: 3 clusters Score -7890836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -7890841.000000 Penalty: 5508.953125
	Iteration 103Q: 3 clusters Score -7890841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -7890849.500000 Penalty: 5508.953125
	Iteration 104Q: 3 clusters Score -7890850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -7890851.500000 Penalty: 5508.953125
	Iteration 105Q: 3 clusters Score -7890852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -7890857.500000 Penalty: 5508.953125
	Iteration 106Q: 3 clusters Score -7890858 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -7890860.500000 Penalty: 5508.953125
	Iteration 107Q: 3 clusters Score -7890860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -7890852.500000 Penalty: 5508.953125
	Iteration 108Q: 3 clusters Score -7890852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -7890853.000000 Penalty: 5508.953125
	Iteration 109Q: 3 clusters Score -7890853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -7890852.000000 Penalty: 5508.953125
	Iteration 110Q: 3 clusters Score -7890852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -7890847.500000 Penalty: 5508.953125
	Iteration 111Q: 3 clusters Score -7890848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -7890857.000000 Penalty: 5508.953125
	Iteration 112Q: 3 clusters Score -7890857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -7890855.000000 Penalty: 5508.953125
	Iteration 113Q: 3 clusters Score -7890855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7890849 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7890836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7890853 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -7890861.000000 Penalty: 5508.953125
	Iteration 117Q: 3 clusters Score -7890861 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -7890863.500000 Penalty: 5508.953125
	Iteration 118Q: 3 clusters Score -7890864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7890855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -7890860.000000 Penalty: 5508.953125
	Iteration 120F: 3 clusters Score -7890860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -7890861.000000 Penalty: 5508.953125
	Iteration 121Q: 3 clusters Score -7890861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -7890848.500000 Penalty: 5508.953125
	Iteration 122Q: 3 clusters Score -7890848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -7890858.000000 Penalty: 5508.953125
	Iteration 123Q: 3 clusters Score -7890858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -7890844.000000 Penalty: 5508.953125
	Iteration 124Q: 3 clusters Score -7890844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -7890866.500000 Penalty: 5508.953125
	Iteration 125Q: 3 clusters Score -7890866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -7890862.000000 Penalty: 5508.953125
	Iteration 126Q: 3 clusters Score -7890862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -7890861.000000 Penalty: 5508.953125
	Iteration 127Q: 3 clusters Score -7890861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -7890865.000000 Penalty: 5508.953125
	Iteration 128Q: 3 clusters Score -7890865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -7890852.500000 Penalty: 5508.953125
	Iteration 129Q: 3 clusters Score -7890852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -7890856.500000 Penalty: 5508.953125
	Iteration 130Q: 3 clusters Score -7890856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -7890860.000000 Penalty: 5508.953125
	Iteration 131Q: 3 clusters Score -7890860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -7890872.000000 Penalty: 5508.953125
	Iteration 132Q: 3 clusters Score -7890872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -7890880.500000 Penalty: 5508.953125
	Iteration 133Q: 3 clusters Score -7890880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -7890892.000000 Penalty: 5508.953125
	Iteration 134Q: 3 clusters Score -7890892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -7890892.000000 Penalty: 5508.953125
	Iteration 135Q: 3 clusters Score -7890892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -7890889.500000 Penalty: 5508.953125
	Iteration 136Q: 3 clusters Score -7890890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -7890906.500000 Penalty: 5508.953125
	Iteration 137Q: 3 clusters Score -7890906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -7890912.000000 Penalty: 5508.953125
	Iteration 138Q: 3 clusters Score -7890912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -7890900.500000 Penalty: 5508.953125
	Iteration 139Q: 3 clusters Score -7890900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -7890898.500000 Penalty: 5508.953125
	Iteration 140F: 3 clusters Score -7890898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -7890893.500000 Penalty: 5508.953125
	Iteration 141Q: 3 clusters Score -7890894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -7890898.000000 Penalty: 5508.953125
	Iteration 142Q: 3 clusters Score -7890898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -7890905.500000 Penalty: 5508.953125
	Iteration 143Q: 3 clusters Score -7890906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7890892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -7890882.000000 Penalty: 5508.953125
	Iteration 145Q: 3 clusters Score -7890882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -7890895.000000 Penalty: 5508.953125
	Iteration 146Q: 3 clusters Score -7890895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -7890889.000000 Penalty: 5508.953125
	Iteration 147Q: 3 clusters Score -7890889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -7890897.000000 Penalty: 5508.953125
	Iteration 148Q: 3 clusters Score -7890897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -7890893.500000 Penalty: 5508.953125
	Iteration 149Q: 3 clusters Score -7890894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -7890893.500000 Penalty: 5508.953125
	Iteration 150Q: 3 clusters Score -7890894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -7890899.500000 Penalty: 5508.953125
	Iteration 151Q: 3 clusters Score -7890900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -7890902.000000 Penalty: 5508.953125
	Iteration 152Q: 3 clusters Score -7890902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -7890899.500000 Penalty: 5508.953125
	Iteration 153Q: 3 clusters Score -7890900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -7890899.000000 Penalty: 5508.953125
	Iteration 154Q: 3 clusters Score -7890899 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7890899 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -7890903.000000 Penalty: 5508.953125
	Iteration 156Q: 3 clusters Score -7890903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -7890903.500000 Penalty: 5508.953125
	Iteration 157Q: 3 clusters Score -7890904 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7890900 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -7890896.500000 Penalty: 5508.953125
	Iteration 159Q: 3 clusters Score -7890896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -7890904.000000 Penalty: 5508.953125
	Iteration 160F: 3 clusters Score -7890904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -7890902.500000 Penalty: 5508.953125
	Iteration 161Q: 3 clusters Score -7890902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -7890901.500000 Penalty: 5508.953125
	Iteration 162Q: 3 clusters Score -7890902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -7890902.500000 Penalty: 5508.953125
	Iteration 163Q: 3 clusters Score -7890902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -7890898.000000 Penalty: 5508.953125
	Iteration 164Q: 3 clusters Score -7890898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -7890896.500000 Penalty: 5508.953125
	Iteration 165Q: 3 clusters Score -7890896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -7890893.000000 Penalty: 5508.953125
	Iteration 166Q: 3 clusters Score -7890893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7890896 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -7890895.500000 Penalty: 5508.953125
	Iteration 168Q: 3 clusters Score -7890896 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -7890888 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
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	Iteration 170F: 3 clusters Score -7890888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165122 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1.966501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1.955612e+07 nChanged 79115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.960135e+07 nChanged 4280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 82349 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.960205e+07 nChanged 3987
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 82286 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1.960278e+07 nChanged 3902
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1.960348e+07 nChanged 3976
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -19604204.000000 Penalty: 5959.162109
	Iteration 5Q: 3 clusters Score -1.96042e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82768 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -19605256.000000 Penalty: 5959.162109
	Iteration 6Q: 3 clusters Score -1.960526e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Mstep: Class 2 contains 82568 members 
Entering Unmasked Estep 
Score: -19606446.000000 Penalty: 5959.162109
	Iteration 7Q: 3 clusters Score -1.960645e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 82954 members 
Entering Unmasked Estep 
Score: -19608296.000000 Penalty: 5959.162109
	Iteration 8Q: 3 clusters Score -1.96083e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81483 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -19610512.000000 Penalty: 5959.162109
	Iteration 9Q: 3 clusters Score -1.961051e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 84776 members 
Entering Unmasked Estep 
Score: -19613990.000000 Penalty: 5959.162109
	Iteration 10Q: 3 clusters Score -1.961399e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 86267 members 
Entering Unmasked Estep 
Score: -19619314.000000 Penalty: 5959.162109
	Iteration 11F: 3 clusters Score -1.961931e+07 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -19627006.000000 Penalty: 5959.162109
	Iteration 12F: 3 clusters Score -1.962701e+07 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Mstep: Class 2 contains 89937 members 
Entering Unmasked Estep 
Score: -19635160.000000 Penalty: 5959.162109
	Iteration 13F: 3 clusters Score -1.963516e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Mstep: Class 2 contains 91444 members 
Entering Unmasked Estep 
Score: -19640030.000000 Penalty: 5959.162109
	Iteration 14F: 3 clusters Score -1.964003e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -19641874.000000 Penalty: 5959.162109
	Iteration 15Q: 3 clusters Score -1.964187e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -19642798.000000 Penalty: 5959.162109
	Iteration 16Q: 3 clusters Score -1.96428e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -19643460.000000 Penalty: 5959.162109
	Iteration 17Q: 3 clusters Score -1.964346e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 96517 members 
Entering Unmasked Estep 
Score: -19644160.000000 Penalty: 5959.162109
	Iteration 18Q: 3 clusters Score -1.964416e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 97923 members 
Entering Unmasked Estep 
Score: -19644898.000000 Penalty: 5959.162109
	Iteration 19Q: 3 clusters Score -1.96449e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 99453 members 
Entering Unmasked Estep 
Score: -19645624.000000 Penalty: 5959.162109
	Iteration 20F: 3 clusters Score -1.964562e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -19646190.000000 Penalty: 5959.162109
	Iteration 21Q: 3 clusters Score -1.964619e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 102633 members 
Entering Unmasked Estep 
Score: -19646880.000000 Penalty: 5959.162109
	Iteration 22Q: 3 clusters Score -1.964688e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 104261 members 
Entering Unmasked Estep 
Score: -19647442.000000 Penalty: 5959.162109
	Iteration 23Q: 3 clusters Score -1.964744e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 105924 members 
Entering Unmasked Estep 
Score: -19648124.000000 Penalty: 5959.162109
	Iteration 24Q: 3 clusters Score -1.964812e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 107655 members 
Entering Unmasked Estep 
Score: -19648682.000000 Penalty: 5959.162109
	Iteration 25Q: 3 clusters Score -1.964868e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 109407 members 
Entering Unmasked Estep 
Score: -19649308.000000 Penalty: 5959.162109
	Iteration 26Q: 3 clusters Score -1.964931e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 111167 members 
Entering Unmasked Estep 
Score: -19649946.000000 Penalty: 5959.162109
	Iteration 27Q: 3 clusters Score -1.964995e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 112887 members 
Entering Unmasked Estep 
Score: -19650512.000000 Penalty: 5959.162109
	Iteration 28Q: 3 clusters Score -1.965051e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 114600 members 
Entering Unmasked Estep 
Score: -19650936.000000 Penalty: 5959.162109
	Iteration 29Q: 3 clusters Score -1.965094e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 116326 members 
Entering Unmasked Estep 
Score: -19651444.000000 Penalty: 5959.162109
	Iteration 30Q: 3 clusters Score -1.965144e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 117976 members 
Entering Unmasked Estep 
Score: -19651918.000000 Penalty: 5959.162109
	Iteration 31Q: 3 clusters Score -1.965192e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 119634 members 
Entering Unmasked Estep 
Score: -19652276.000000 Penalty: 5959.162109
	Iteration 32Q: 3 clusters Score -1.965228e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 121287 members 
Entering Unmasked Estep 
Score: -19652714.000000 Penalty: 5959.162109
	Iteration 33Q: 3 clusters Score -1.965271e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 122895 members 
Entering Unmasked Estep 
Score: -19653134.000000 Penalty: 5959.162109
	Iteration 34Q: 3 clusters Score -1.965313e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -19653426.000000 Penalty: 5959.162109
	Iteration 35Q: 3 clusters Score -1.965343e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 125903 members 
Entering Unmasked Estep 
Score: -19653702.000000 Penalty: 5959.162109
	Iteration 36Q: 3 clusters Score -1.96537e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 127405 members 
Entering Unmasked Estep 
Score: -19653952.000000 Penalty: 5959.162109
	Iteration 37Q: 3 clusters Score -1.965395e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 128921 members 
Entering Unmasked Estep 
Score: -19654264.000000 Penalty: 5959.162109
	Iteration 38Q: 3 clusters Score -1.965426e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 130395 members 
Entering Unmasked Estep 
Score: -19654624.000000 Penalty: 5959.162109
	Iteration 39Q: 3 clusters Score -1.965462e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 131860 members 
Entering Unmasked Estep 
Score: -19654778.000000 Penalty: 5959.162109
	Iteration 40F: 3 clusters Score -1.965478e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 133275 members 
Entering Unmasked Estep 
Score: -19655146.000000 Penalty: 5959.162109
	Iteration 41Q: 3 clusters Score -1.965515e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 134657 members 
Entering Unmasked Estep 
Score: -19655440.000000 Penalty: 5959.162109
	Iteration 42Q: 3 clusters Score -1.965544e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 136047 members 
Entering Unmasked Estep 
Score: -19655790.000000 Penalty: 5959.162109
	Iteration 43Q: 3 clusters Score -1.965579e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 137439 members 
Entering Unmasked Estep 
Score: -19656084.000000 Penalty: 5959.162109
	Iteration 44Q: 3 clusters Score -1.965608e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 138870 members 
Entering Unmasked Estep 
Score: -19656432.000000 Penalty: 5959.162109
	Iteration 45Q: 3 clusters Score -1.965643e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 140311 members 
Entering Unmasked Estep 
Score: -19656810.000000 Penalty: 5959.162109
	Iteration 46Q: 3 clusters Score -1.965681e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 141755 members 
Entering Unmasked Estep 
Score: -19657254.000000 Penalty: 5959.162109
	Iteration 47Q: 3 clusters Score -1.965725e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 143165 members 
Entering Unmasked Estep 
Score: -19657628.000000 Penalty: 5959.162109
	Iteration 48Q: 3 clusters Score -1.965763e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 144536 members 
Entering Unmasked Estep 
Score: -19657894.000000 Penalty: 5959.162109
	Iteration 49Q: 3 clusters Score -1.965789e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 145871 members 
Entering Unmasked Estep 
Score: -19658252.000000 Penalty: 5959.162109
	Iteration 50Q: 3 clusters Score -1.965825e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 147150 members 
Entering Unmasked Estep 
Score: -19658616.000000 Penalty: 5959.162109
	Iteration 51Q: 3 clusters Score -1.965862e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 148414 members 
Entering Unmasked Estep 
Score: -19658840.000000 Penalty: 5959.162109
	Iteration 52Q: 3 clusters Score -1.965884e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 149622 members 
Entering Unmasked Estep 
Score: -19659140.000000 Penalty: 5959.162109
	Iteration 53Q: 3 clusters Score -1.965914e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 150821 members 
Entering Unmasked Estep 
Score: -19659502.000000 Penalty: 5959.162109
	Iteration 54Q: 3 clusters Score -1.96595e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 151945 members 
Entering Unmasked Estep 
Score: -19659766.000000 Penalty: 5959.162109
	Iteration 55Q: 3 clusters Score -1.965977e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -19659950.000000 Penalty: 5959.162109
	Iteration 56Q: 3 clusters Score -1.965995e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 153893 members 
Entering Unmasked Estep 
Score: -19660178.000000 Penalty: 5959.162109
	Iteration 57Q: 3 clusters Score -1.966018e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 154788 members 
Entering Unmasked Estep 
Score: -19660300.000000 Penalty: 5959.162109
	Iteration 58Q: 3 clusters Score -1.96603e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 155578 members 
Entering Unmasked Estep 
Score: -19660522.000000 Penalty: 5959.162109
	Iteration 59Q: 3 clusters Score -1.966052e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 156295 members 
Entering Unmasked Estep 
Score: -19660760.000000 Penalty: 5959.162109
	Iteration 60F: 3 clusters Score -1.966076e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 156954 members 
Entering Unmasked Estep 
Score: -19660908.000000 Penalty: 5959.162109
	Iteration 61Q: 3 clusters Score -1.966091e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 157554 members 
Entering Unmasked Estep 
Score: -19661058.000000 Penalty: 5959.162109
	Iteration 62Q: 3 clusters Score -1.966106e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 158121 members 
Entering Unmasked Estep 
Score: -19661156.000000 Penalty: 5959.162109
	Iteration 63Q: 3 clusters Score -1.966116e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 158641 members 
Entering Unmasked Estep 
Score: -19661258.000000 Penalty: 5959.162109
	Iteration 64Q: 3 clusters Score -1.966126e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 159112 members 
Entering Unmasked Estep 
Score: -19661410.000000 Penalty: 5959.162109
	Iteration 65Q: 3 clusters Score -1.966141e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 159545 members 
Entering Unmasked Estep 
Score: -19661508.000000 Penalty: 5959.162109
	Iteration 66Q: 3 clusters Score -1.966151e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 159919 members 
Entering Unmasked Estep 
Score: -19661490.000000 Penalty: 5959.162109
	Iteration 67Q: 3 clusters Score -1.966149e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 160274 members 
Entering Unmasked Estep 
Score: -19661548.000000 Penalty: 5959.162109
	Iteration 68Q: 3 clusters Score -1.966155e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 160586 members 
Entering Unmasked Estep 
Score: -19661630.000000 Penalty: 5959.162109
	Iteration 69Q: 3 clusters Score -1.966163e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 160877 members 
Entering Unmasked Estep 
Score: -19661628.000000 Penalty: 5959.162109
	Iteration 70Q: 3 clusters Score -1.966163e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 161121 members 
Entering Unmasked Estep 
Score: -19661646.000000 Penalty: 5959.162109
	Iteration 71Q: 3 clusters Score -1.966165e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 161316 members 
Entering Unmasked Estep 
Score: -19661622.000000 Penalty: 5959.162109
	Iteration 72Q: 3 clusters Score -1.966162e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 161537 members 
Entering Unmasked Estep 
Score: -19661684.000000 Penalty: 5959.162109
	Iteration 73Q: 3 clusters Score -1.966168e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 161760 members 
Entering Unmasked Estep 
Score: -19661734.000000 Penalty: 5959.162109
	Iteration 74Q: 3 clusters Score -1.966173e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 161999 members 
Entering Unmasked Estep 
Score: -19661810.000000 Penalty: 5959.162109
	Iteration 75Q: 3 clusters Score -1.966181e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 162229 members 
Entering Unmasked Estep 
Score: -19661876.000000 Penalty: 5959.162109
	Iteration 76Q: 3 clusters Score -1.966188e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 162452 members 
Entering Unmasked Estep 
Score: -19661918.000000 Penalty: 5959.162109
	Iteration 77Q: 3 clusters Score -1.966192e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 162646 members 
Entering Unmasked Estep 
Score: -19662002.000000 Penalty: 5959.162109
	Iteration 78Q: 3 clusters Score -1.9662e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 162812 members 
Entering Unmasked Estep 
Score: -19662078.000000 Penalty: 5959.162109
	Iteration 79Q: 3 clusters Score -1.966208e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 162963 members 
Entering Unmasked Estep 
Score: -19662114.000000 Penalty: 5959.162109
	Iteration 80F: 3 clusters Score -1.966211e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 163104 members 
Entering Unmasked Estep 
Score: -19662180.000000 Penalty: 5959.162109
	Iteration 81Q: 3 clusters Score -1.966218e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 163222 members 
Entering Unmasked Estep 
Score: -19662206.000000 Penalty: 5959.162109
	Iteration 82Q: 3 clusters Score -1.966221e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 163340 members 
Entering Unmasked Estep 
Score: -19662238.000000 Penalty: 5959.162109
	Iteration 83Q: 3 clusters Score -1.966224e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 163447 members 
Entering Unmasked Estep 
Score: -19662268.000000 Penalty: 5959.162109
	Iteration 84Q: 3 clusters Score -1.966227e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 163547 members 
Entering Unmasked Estep 
Score: -19662244.000000 Penalty: 5959.162109
	Iteration 85Q: 3 clusters Score -1.966224e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 163638 members 
Entering Unmasked Estep 
Score: -19662284.000000 Penalty: 5959.162109
	Iteration 86Q: 3 clusters Score -1.966228e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 163715 members 
Entering Unmasked Estep 
Score: -19662312.000000 Penalty: 5959.162109
	Iteration 87Q: 3 clusters Score -1.966231e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 163787 members 
Entering Unmasked Estep 
Score: -19662336.000000 Penalty: 5959.162109
	Iteration 88Q: 3 clusters Score -1.966234e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 163854 members 
Entering Unmasked Estep 
Score: -19662348.000000 Penalty: 5959.162109
	Iteration 89Q: 3 clusters Score -1.966235e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 163902 members 
Entering Unmasked Estep 
Score: -19662368.000000 Penalty: 5959.162109
	Iteration 90Q: 3 clusters Score -1.966237e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 163962 members 
Entering Unmasked Estep 
Score: -19662382.000000 Penalty: 5959.162109
	Iteration 91Q: 3 clusters Score -1.966238e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 164012 members 
Entering Unmasked Estep 
Score: -19662372.000000 Penalty: 5959.162109
	Iteration 92Q: 3 clusters Score -1.966237e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 164045 members 
Entering Unmasked Estep 
Score: -19662354.000000 Penalty: 5959.162109
	Iteration 93Q: 3 clusters Score -1.966235e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 164070 members 
Entering Unmasked Estep 
Score: -19662354.000000 Penalty: 5959.162109
	Iteration 94Q: 3 clusters Score -1.966235e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 164094 members 
Entering Unmasked Estep 
Score: -19662400.000000 Penalty: 5959.162109
	Iteration 95Q: 3 clusters Score -1.96624e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 164127 members 
Entering Unmasked Estep 
Score: -19662400.000000 Penalty: 5959.162109
	Iteration 96Q: 3 clusters Score -1.96624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 164149 members 
Entering Unmasked Estep 
Score: -19662408.000000 Penalty: 5959.162109
	Iteration 97Q: 3 clusters Score -1.966241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 164173 members 
Entering Unmasked Estep 
Score: -19662446.000000 Penalty: 5959.162109
	Iteration 98Q: 3 clusters Score -1.966245e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 164195 members 
Entering Unmasked Estep 
Score: -19662440.000000 Penalty: 5959.162109
	Iteration 99Q: 3 clusters Score -1.966244e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 164213 members 
Entering Unmasked Estep 
Score: -19662456.000000 Penalty: 5959.162109
	Iteration 100F: 3 clusters Score -1.966246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 164229 members 
Entering Unmasked Estep 
Score: -19662446.000000 Penalty: 5959.162109
	Iteration 101Q: 3 clusters Score -1.966245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 164241 members 
Entering Unmasked Estep 
Score: -19662452.000000 Penalty: 5959.162109
	Iteration 102Q: 3 clusters Score -1.966245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 164252 members 
Entering Unmasked Estep 
Score: -19662450.000000 Penalty: 5959.162109
	Iteration 103Q: 3 clusters Score -1.966245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 164259 members 
Entering Unmasked Estep 
Score: -19662460.000000 Penalty: 5959.162109
	Iteration 104Q: 3 clusters Score -1.966246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 164265 members 
Entering Unmasked Estep 
Score: -19662450.000000 Penalty: 5959.162109
	Iteration 105Q: 3 clusters Score -1.966245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 164271 members 
Entering Unmasked Estep 
Score: -19662454.000000 Penalty: 5959.162109
	Iteration 106Q: 3 clusters Score -1.966245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 164276 members 
Entering Unmasked Estep 
Score: -19662454.000000 Penalty: 5959.162109
	Iteration 107Q: 3 clusters Score -1.966245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 164285 members 
Entering Unmasked Estep 
Score: -19662436.000000 Penalty: 5959.162109
	Iteration 108Q: 3 clusters Score -1.966244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 164291 members 
Entering Unmasked Estep 
Score: -19662446.000000 Penalty: 5959.162109
	Iteration 109Q: 3 clusters Score -1.966245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 164295 members 
Entering Unmasked Estep 
Score: -19662462.000000 Penalty: 5959.162109
	Iteration 110Q: 3 clusters Score -1.966246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 164302 members 
Entering Unmasked Estep 
Score: -19662452.000000 Penalty: 5959.162109
	Iteration 111Q: 3 clusters Score -1.966245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 164309 members 
Entering Unmasked Estep 
Score: -19662464.000000 Penalty: 5959.162109
	Iteration 112Q: 3 clusters Score -1.966246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 164316 members 
Entering Unmasked Estep 
Score: -19662474.000000 Penalty: 5959.162109
	Iteration 113Q: 3 clusters Score -1.966247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 164324 members 
Entering Unmasked Estep 
Score: -19662474.000000 Penalty: 5959.162109
	Iteration 114Q: 3 clusters Score -1.966247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 164334 members 
Entering Unmasked Estep 
Score: -19662472.000000 Penalty: 5959.162109
	Iteration 115Q: 3 clusters Score -1.966247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 164344 members 
Entering Unmasked Estep 
Score: -19662486.000000 Penalty: 5959.162109
	Iteration 116Q: 3 clusters Score -1.966249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 164348 members 
Entering Unmasked Estep 
Score: -19662512.000000 Penalty: 5959.162109
	Iteration 117Q: 3 clusters Score -1.966251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 164355 members 
Entering Unmasked Estep 
Score: -19662504.000000 Penalty: 5959.162109
	Iteration 118Q: 3 clusters Score -1.96625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 164357 members 
Entering Unmasked Estep 
Score: -19662506.000000 Penalty: 5959.162109
	Iteration 119Q: 3 clusters Score -1.966251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 164360 members 
Entering Unmasked Estep 
Score: -19662492.000000 Penalty: 5959.162109
	Iteration 120F: 3 clusters Score -1.966249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 164367 members 
Entering Unmasked Estep 
Score: -19662476.000000 Penalty: 5959.162109
	Iteration 121Q: 3 clusters Score -1.966248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 164368 members 
Entering Unmasked Estep 
Score: -19662484.000000 Penalty: 5959.162109
	Iteration 122Q: 3 clusters Score -1.966248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 164375 members 
Entering Unmasked Estep 
Score: -19662494.000000 Penalty: 5959.162109
	Iteration 123Q: 3 clusters Score -1.966249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 164382 members 
Entering Unmasked Estep 
Score: -19662484.000000 Penalty: 5959.162109
	Iteration 124Q: 3 clusters Score -1.966248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 164386 members 
Entering Unmasked Estep 
Score: -19662492.000000 Penalty: 5959.162109
	Iteration 125Q: 3 clusters Score -1.966249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 164391 members 
Entering Unmasked Estep 
Score: -19662490.000000 Penalty: 5959.162109
	Iteration 126Q: 3 clusters Score -1.966249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 164392 members 
Entering Unmasked Estep 
Score: -19662494.000000 Penalty: 5959.162109
	Iteration 127Q: 3 clusters Score -1.966249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 164397 members 
Entering Unmasked Estep 
Score: -19662494.000000 Penalty: 5959.162109
	Iteration 128Q: 3 clusters Score -1.966249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 164401 members 
Entering Unmasked Estep 
Score: -19662506.000000 Penalty: 5959.162109
	Iteration 129Q: 3 clusters Score -1.966251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 164401 members 
Entering Unmasked Estep 
Score: -19662512.000000 Penalty: 5959.162109
	Iteration 130Q: 3 clusters Score -1.966251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 164403 members 
Entering Unmasked Estep 
Score: -19662506.000000 Penalty: 5959.162109
	Iteration 131Q: 3 clusters Score -1.966251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 164404 members 
Entering Unmasked Estep 
Score: -19662514.000000 Penalty: 5959.162109
	Iteration 132Q: 3 clusters Score -1.966251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 164405 members 
Entering Unmasked Estep 
Score: -19662512.000000 Penalty: 5959.162109
	Iteration 133Q: 3 clusters Score -1.966251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 164405 members 
Entering Unmasked Estep 
Score: -19662512.000000 Penalty: 5959.162109
	Iteration 134F: 3 clusters Score -1.966251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94474 members 
Entering Unmasked Estep 
Score: -11285450.000000 Penalty: 2841.107666
	Iteration 0F: 2 clusters Score -1.128545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -11222524.000000 Penalty: 5682.215332
	Iteration 0F: 3 clusters Score -1.122252e+07 nChanged 44432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -11248252.000000 Penalty: 5682.215332
	Iteration 1F: 3 clusters Score -1.124825e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -11249258.000000 Penalty: 5682.215332
	Iteration 2Q: 3 clusters Score -1.124926e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -11250466.000000 Penalty: 5682.215332
	Iteration 3Q: 3 clusters Score -1.125047e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -11251976.000000 Penalty: 5682.215332
	Iteration 4Q: 3 clusters Score -1.125198e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -11253736.000000 Penalty: 5682.215332
	Iteration 5Q: 3 clusters Score -1.125374e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -11255555.000000 Penalty: 5682.215332
	Iteration 6Q: 3 clusters Score -1.125556e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -11257268.000000 Penalty: 5682.215332
	Iteration 7Q: 3 clusters Score -1.125727e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -11258872.000000 Penalty: 5682.215332
	Iteration 8Q: 3 clusters Score -1.125887e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -11260282.000000 Penalty: 5682.215332
	Iteration 9Q: 3 clusters Score -1.126028e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -11261568.000000 Penalty: 5682.215332
	Iteration 10Q: 3 clusters Score -1.126157e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -11263051.000000 Penalty: 5682.215332
	Iteration 11Q: 3 clusters Score -1.126305e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -11264788.000000 Penalty: 5682.215332
	Iteration 12Q: 3 clusters Score -1.126479e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -11266966.000000 Penalty: 5682.215332
	Iteration 13Q: 3 clusters Score -1.126697e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72311 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -11269638.000000 Penalty: 5682.215332
	Iteration 14F: 3 clusters Score -1.126964e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -11272575.000000 Penalty: 5682.215332
	Iteration 15F: 3 clusters Score -1.127258e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -11275341.000000 Penalty: 5682.215332
	Iteration 16Q: 3 clusters Score -1.127534e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -11277843.000000 Penalty: 5682.215332
	Iteration 17Q: 3 clusters Score -1.127784e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -11279818.000000 Penalty: 5682.215332
	Iteration 18Q: 3 clusters Score -1.127982e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90863 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -11281165.000000 Penalty: 5682.215332
	Iteration 19Q: 3 clusters Score -1.128116e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -11281914.000000 Penalty: 5682.215332
	Iteration 20F: 3 clusters Score -1.128191e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -11282348.000000 Penalty: 5682.215332
	Iteration 21Q: 3 clusters Score -1.128235e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93122 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -11282619.000000 Penalty: 5682.215332
	Iteration 22Q: 3 clusters Score -1.128262e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93345 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11282755.000000 Penalty: 5682.215332
	Iteration 23Q: 3 clusters Score -1.128276e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93492 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -11282858.000000 Penalty: 5682.215332
	Iteration 24Q: 3 clusters Score -1.128286e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93578 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -11282912.000000 Penalty: 5682.215332
	Iteration 25Q: 3 clusters Score -1.128291e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11282961.000000 Penalty: 5682.215332
	Iteration 26Q: 3 clusters Score -1.128296e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11282974.000000 Penalty: 5682.215332
	Iteration 27Q: 3 clusters Score -1.128297e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93709 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11282993.000000 Penalty: 5682.215332
	Iteration 28Q: 3 clusters Score -1.128299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93725 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11283005.000000 Penalty: 5682.215332
	Iteration 29Q: 3 clusters Score -1.1283e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11282997.000000 Penalty: 5682.215332
	Iteration 30Q: 3 clusters Score -1.1283e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93747 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -11283018.000000 Penalty: 5682.215332
	Iteration 31Q: 3 clusters Score -1.128302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -11283010.000000 Penalty: 5682.215332
	Iteration 32Q: 3 clusters Score -1.128301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93781 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11283043.000000 Penalty: 5682.215332
	Iteration 33Q: 3 clusters Score -1.128304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93791 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11283049.000000 Penalty: 5682.215332
	Iteration 34Q: 3 clusters Score -1.128305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93800 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -11283063.000000 Penalty: 5682.215332
	Iteration 35Q: 3 clusters Score -1.128306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93807 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -11283052.000000 Penalty: 5682.215332
	Iteration 36Q: 3 clusters Score -1.128305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11283062.000000 Penalty: 5682.215332
	Iteration 37Q: 3 clusters Score -1.128306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -11283063.000000 Penalty: 5682.215332
	Iteration 38Q: 3 clusters Score -1.128306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11283072.000000 Penalty: 5682.215332
	Iteration 39Q: 3 clusters Score -1.128307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93823 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11283072.000000 Penalty: 5682.215332
	Iteration 40F: 3 clusters Score -1.128307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11283074.000000 Penalty: 5682.215332
	Iteration 41Q: 3 clusters Score -1.128307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11283074.000000 Penalty: 5682.215332
	Iteration 42F: 3 clusters Score -1.128307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Entering Unmasked Estep 
Score: -574620.312500 Penalty: 2121.943115
	Iteration 0F: 2 clusters Score -574620.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -570003.500000 Penalty: 4243.886230
	Iteration 0F: 3 clusters Score -570003.5 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -571297.187500 Penalty: 4243.886230
	Iteration 1F: 3 clusters Score -571297.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -571618.312500 Penalty: 4243.886230
	Iteration 2F: 3 clusters Score -571618.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -571867.687500 Penalty: 4243.886230
	Iteration 3F: 3 clusters Score -571867.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -572049.812500 Penalty: 4243.886230
	Iteration 4F: 3 clusters Score -572049.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -572203.250000 Penalty: 4243.886230
	Iteration 5Q: 3 clusters Score -572203.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -572341.187500 Penalty: 4243.886230
	Iteration 6Q: 3 clusters Score -572341.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -572468.437500 Penalty: 4243.886230
	Iteration 7Q: 3 clusters Score -572468.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -572603.562500 Penalty: 4243.886230
	Iteration 8Q: 3 clusters Score -572603.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -572745.687500 Penalty: 4243.886230
	Iteration 9Q: 3 clusters Score -572745.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -572889.562500 Penalty: 4243.886230
	Iteration 10Q: 3 clusters Score -572889.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -573009.250000 Penalty: 4243.886230
	Iteration 11Q: 3 clusters Score -573009.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -573115.125000 Penalty: 4243.886230
	Iteration 12Q: 3 clusters Score -573115.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -573195.937500 Penalty: 4243.886230
	Iteration 13Q: 3 clusters Score -573195.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -573258.500000 Penalty: 4243.886230
	Iteration 14Q: 3 clusters Score -573258.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -573308.812500 Penalty: 4243.886230
	Iteration 15Q: 3 clusters Score -573308.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -573345.437500 Penalty: 4243.886230
	Iteration 16Q: 3 clusters Score -573345.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -573369.625000 Penalty: 4243.886230
	Iteration 17Q: 3 clusters Score -573369.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -573389.062500 Penalty: 4243.886230
	Iteration 18Q: 3 clusters Score -573389.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -573399.437500 Penalty: 4243.886230
	Iteration 19Q: 3 clusters Score -573399.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -573408.937500 Penalty: 4243.886230
	Iteration 20F: 3 clusters Score -573408.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -573420.437500 Penalty: 4243.886230
	Iteration 21Q: 3 clusters Score -573420.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -573427.312500 Penalty: 4243.886230
	Iteration 22Q: 3 clusters Score -573427.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -573436.937500 Penalty: 4243.886230
	Iteration 23Q: 3 clusters Score -573436.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -573443.625000 Penalty: 4243.886230
	Iteration 24Q: 3 clusters Score -573443.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -573453.625000 Penalty: 4243.886230
	Iteration 25Q: 3 clusters Score -573453.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -573460.312500 Penalty: 4243.886230
	Iteration 26Q: 3 clusters Score -573460.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -573463.250000 Penalty: 4243.886230
	Iteration 27Q: 3 clusters Score -573463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -573464.750000 Penalty: 4243.886230
	Iteration 28Q: 3 clusters Score -573464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -573465.937500 Penalty: 4243.886230
	Iteration 29Q: 3 clusters Score -573465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -573465.187500 Penalty: 4243.886230
	Iteration 30Q: 3 clusters Score -573465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -573465.187500 Penalty: 4243.886230
	Iteration 31F: 3 clusters Score -573465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -436212.093750 Penalty: 2042.960327
	Iteration 0F: 2 clusters Score -436212.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -432442.250000 Penalty: 4085.920654
	Iteration 0F: 3 clusters Score -432442.2 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -433223.343750 Penalty: 4085.920654
	Iteration 1F: 3 clusters Score -433223.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -433397.937500 Penalty: 4085.920654
	Iteration 2F: 3 clusters Score -433397.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -433515.593750 Penalty: 4085.920654
	Iteration 3F: 3 clusters Score -433515.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -433606.531250 Penalty: 4085.920654
	Iteration 4Q: 3 clusters Score -433606.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -433675.062500 Penalty: 4085.920654
	Iteration 5Q: 3 clusters Score -433675.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -433727.875000 Penalty: 4085.920654
	Iteration 6Q: 3 clusters Score -433727.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -433772.968750 Penalty: 4085.920654
	Iteration 7Q: 3 clusters Score -433773 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -433823.000000 Penalty: 4085.920654
	Iteration 8Q: 3 clusters Score -433823 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -433868.968750 Penalty: 4085.920654
	Iteration 9Q: 3 clusters Score -433869 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -433905.218750 Penalty: 4085.920654
	Iteration 10Q: 3 clusters Score -433905.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -433935.156250 Penalty: 4085.920654
	Iteration 11Q: 3 clusters Score -433935.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -433964.187500 Penalty: 4085.920654
	Iteration 12Q: 3 clusters Score -433964.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -433996.500000 Penalty: 4085.920654
	Iteration 13Q: 3 clusters Score -433996.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -434025.218750 Penalty: 4085.920654
	Iteration 14Q: 3 clusters Score -434025.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -434063.531250 Penalty: 4085.920654
	Iteration 15Q: 3 clusters Score -434063.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -434101.187500 Penalty: 4085.920654
	Iteration 16Q: 3 clusters Score -434101.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -434129.718750 Penalty: 4085.920654
	Iteration 17Q: 3 clusters Score -434129.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -434162.312500 Penalty: 4085.920654
	Iteration 18Q: 3 clusters Score -434162.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -434188.750000 Penalty: 4085.920654
	Iteration 19Q: 3 clusters Score -434188.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -434208.437500 Penalty: 4085.920654
	Iteration 20F: 3 clusters Score -434208.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -434218.218750 Penalty: 4085.920654
	Iteration 21Q: 3 clusters Score -434218.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -434233.312500 Penalty: 4085.920654
	Iteration 22Q: 3 clusters Score -434233.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -434247.500000 Penalty: 4085.920654
	Iteration 23Q: 3 clusters Score -434247.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -434260.093750 Penalty: 4085.920654
	Iteration 24Q: 3 clusters Score -434260.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -434269.406250 Penalty: 4085.920654
	Iteration 25Q: 3 clusters Score -434269.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -434274.312500 Penalty: 4085.920654
	Iteration 26Q: 3 clusters Score -434274.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -434280.718750 Penalty: 4085.920654
	Iteration 27Q: 3 clusters Score -434280.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -434286.875000 Penalty: 4085.920654
	Iteration 28Q: 3 clusters Score -434286.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -434296.593750 Penalty: 4085.920654
	Iteration 29Q: 3 clusters Score -434296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -434303.656250 Penalty: 4085.920654
	Iteration 30Q: 3 clusters Score -434303.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -434314.531250 Penalty: 4085.920654
	Iteration 31Q: 3 clusters Score -434314.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -434327.968750 Penalty: 4085.920654
	Iteration 32Q: 3 clusters Score -434328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -434341.031250 Penalty: 4085.920654
	Iteration 33Q: 3 clusters Score -434341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -434350.375000 Penalty: 4085.920654
	Iteration 34Q: 3 clusters Score -434350.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -434360.968750 Penalty: 4085.920654
	Iteration 35Q: 3 clusters Score -434361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -434368.312500 Penalty: 4085.920654
	Iteration 36Q: 3 clusters Score -434368.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -434376.843750 Penalty: 4085.920654
	Iteration 37Q: 3 clusters Score -434376.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -434386.031250 Penalty: 4085.920654
	Iteration 38Q: 3 clusters Score -434386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -434391.093750 Penalty: 4085.920654
	Iteration 39Q: 3 clusters Score -434391.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -434397.312500 Penalty: 4085.920654
	Iteration 40F: 3 clusters Score -434397.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -434406.468750 Penalty: 4085.920654
	Iteration 41Q: 3 clusters Score -434406.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -434420.093750 Penalty: 4085.920654
	Iteration 42Q: 3 clusters Score -434420.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -434432.031250 Penalty: 4085.920654
	Iteration 43Q: 3 clusters Score -434432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -434442.437500 Penalty: 4085.920654
	Iteration 44Q: 3 clusters Score -434442.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -434449.875000 Penalty: 4085.920654
	Iteration 45Q: 3 clusters Score -434449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -434457.125000 Penalty: 4085.920654
	Iteration 46Q: 3 clusters Score -434457.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -434462.218750 Penalty: 4085.920654
	Iteration 47Q: 3 clusters Score -434462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -434466.343750 Penalty: 4085.920654
	Iteration 48Q: 3 clusters Score -434466.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -434469.156250 Penalty: 4085.920654
	Iteration 49Q: 3 clusters Score -434469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -434474.125000 Penalty: 4085.920654
	Iteration 50Q: 3 clusters Score -434474.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -434476.656250 Penalty: 4085.920654
	Iteration 51Q: 3 clusters Score -434476.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -434477.656250 Penalty: 4085.920654
	Iteration 52Q: 3 clusters Score -434477.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -434477.812500 Penalty: 4085.920654
	Iteration 53Q: 3 clusters Score -434477.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -434478.906250 Penalty: 4085.920654
	Iteration 54Q: 3 clusters Score -434478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -434482.031250 Penalty: 4085.920654
	Iteration 55Q: 3 clusters Score -434482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -434486.906250 Penalty: 4085.920654
	Iteration 56Q: 3 clusters Score -434486.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -434490.968750 Penalty: 4085.920654
	Iteration 57Q: 3 clusters Score -434491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -434496.843750 Penalty: 4085.920654
	Iteration 58Q: 3 clusters Score -434496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -434501.843750 Penalty: 4085.920654
	Iteration 59Q: 3 clusters Score -434501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -434504.812500 Penalty: 4085.920654
	Iteration 60F: 3 clusters Score -434504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -434508.593750 Penalty: 4085.920654
	Iteration 61Q: 3 clusters Score -434508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -434510.437500 Penalty: 4085.920654
	Iteration 62Q: 3 clusters Score -434510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -434509.718750 Penalty: 4085.920654
	Iteration 63Q: 3 clusters Score -434509.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -434509.718750 Penalty: 4085.920654
	Iteration 64F: 3 clusters Score -434509.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (191676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191676 members 
Entering Unmasked Estep 
Score: -22878752.000000 Penalty: 3016.563232
	Iteration 0F: 2 clusters Score -2.287875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96199 members 
Mstep: Class 2 contains 95477 members 
Entering Unmasked Estep 
Score: -22763794.000000 Penalty: 6033.126465
	Iteration 0F: 3 clusters Score -2.276379e+07 nChanged 91892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101151 members 
Mstep: Class 2 contains 90525 members 
Entering Unmasked Estep 
Score: -22818042.000000 Penalty: 6033.126465
	Iteration 1F: 3 clusters Score -2.281804e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104384 members 
Mstep: Class 2 contains 87292 members 
Entering Unmasked Estep 
Score: -22819986.000000 Penalty: 6033.126465
	Iteration 2Q: 3 clusters Score -2.281999e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -22822744.000000 Penalty: 6033.126465
	Iteration 3Q: 3 clusters Score -2.282274e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117133 members 
Mstep: Class 2 contains 74543 members 
Entering Unmasked Estep 
Score: -22827684.000000 Penalty: 6033.126465
	Iteration 4F: 3 clusters Score -2.282768e+07 nChanged 12988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127933 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -22836138.000000 Penalty: 6033.126465
	Iteration 5F: 3 clusters Score -2.283614e+07 nChanged 15381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141392 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -22847942.000000 Penalty: 6033.126465
	Iteration 6F: 3 clusters Score -2.284794e+07 nChanged 15612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155664 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -22861138.000000 Penalty: 6033.126465
	Iteration 7F: 3 clusters Score -2.286114e+07 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168155 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -22870778.000000 Penalty: 6033.126465
	Iteration 8F: 3 clusters Score -2.287078e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176141 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -22875448.000000 Penalty: 6033.126465
	Iteration 9Q: 3 clusters Score -2.287545e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180291 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -22877476.000000 Penalty: 6033.126465
	Iteration 10Q: 3 clusters Score -2.287748e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182252 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -22878274.000000 Penalty: 6033.126465
	Iteration 11Q: 3 clusters Score -2.287827e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183319 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -22878442.000000 Penalty: 6033.126465
	Iteration 12Q: 3 clusters Score -2.287844e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184013 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -22878450.000000 Penalty: 6033.126465
	Iteration 13Q: 3 clusters Score -2.287845e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184559 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -22878436.000000 Penalty: 6033.126465
	Iteration 14Q: 3 clusters Score -2.287844e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185020 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -22878462.000000 Penalty: 6033.126465
	Iteration 15Q: 3 clusters Score -2.287846e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185395 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -22878406.000000 Penalty: 6033.126465
	Iteration 16Q: 3 clusters Score -2.287841e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185709 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -22878328.000000 Penalty: 6033.126465
	Iteration 17Q: 3 clusters Score -2.287833e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185974 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -22878324.000000 Penalty: 6033.126465
	Iteration 18Q: 3 clusters Score -2.287832e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186176 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -22878256.000000 Penalty: 6033.126465
	Iteration 19Q: 3 clusters Score -2.287826e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186350 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -22878248.000000 Penalty: 6033.126465
	Iteration 20F: 3 clusters Score -2.287825e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186515 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -22878228.000000 Penalty: 6033.126465
	Iteration 21Q: 3 clusters Score -2.287823e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186648 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -22878188.000000 Penalty: 6033.126465
	Iteration 22Q: 3 clusters Score -2.287819e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186772 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -22878122.000000 Penalty: 6033.126465
	Iteration 23Q: 3 clusters Score -2.287812e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186881 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -22878072.000000 Penalty: 6033.126465
	Iteration 24Q: 3 clusters Score -2.287807e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186979 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -22878056.000000 Penalty: 6033.126465
	Iteration 25Q: 3 clusters Score -2.287806e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187066 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -22878064.000000 Penalty: 6033.126465
	Iteration 26Q: 3 clusters Score -2.287806e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187151 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -22878070.000000 Penalty: 6033.126465
	Iteration 27Q: 3 clusters Score -2.287807e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187212 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -22878082.000000 Penalty: 6033.126465
	Iteration 28Q: 3 clusters Score -2.287808e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187275 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -22878042.000000 Penalty: 6033.126465
	Iteration 29Q: 3 clusters Score -2.287804e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187341 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -22878060.000000 Penalty: 6033.126465
	Iteration 30Q: 3 clusters Score -2.287806e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187394 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -22878080.000000 Penalty: 6033.126465
	Iteration 31Q: 3 clusters Score -2.287808e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187441 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -22878062.000000 Penalty: 6033.126465
	Iteration 32Q: 3 clusters Score -2.287806e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187473 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -22878046.000000 Penalty: 6033.126465
	Iteration 33Q: 3 clusters Score -2.287805e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187504 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -22878046.000000 Penalty: 6033.126465
	Iteration 34Q: 3 clusters Score -2.287805e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187529 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -22878054.000000 Penalty: 6033.126465
	Iteration 35Q: 3 clusters Score -2.287805e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187553 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -22878072.000000 Penalty: 6033.126465
	Iteration 36Q: 3 clusters Score -2.287807e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187575 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -22878082.000000 Penalty: 6033.126465
	Iteration 37Q: 3 clusters Score -2.287808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187593 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -22878082.000000 Penalty: 6033.126465
	Iteration 38Q: 3 clusters Score -2.287808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187605 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -22878084.000000 Penalty: 6033.126465
	Iteration 39Q: 3 clusters Score -2.287808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187613 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -22878080.000000 Penalty: 6033.126465
	Iteration 40F: 3 clusters Score -2.287808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187622 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -22878078.000000 Penalty: 6033.126465
	Iteration 41Q: 3 clusters Score -2.287808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187629 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -22878072.000000 Penalty: 6033.126465
	Iteration 42Q: 3 clusters Score -2.287807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187637 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -22878070.000000 Penalty: 6033.126465
	Iteration 43Q: 3 clusters Score -2.287807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187641 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -22878076.000000 Penalty: 6033.126465
	Iteration 44Q: 3 clusters Score -2.287808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187645 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -22878070.000000 Penalty: 6033.126465
	Iteration 45Q: 3 clusters Score -2.287807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187655 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -22878074.000000 Penalty: 6033.126465
	Iteration 46Q: 3 clusters Score -2.287807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187661 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -22878072.000000 Penalty: 6033.126465
	Iteration 47Q: 3 clusters Score -2.287807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187668 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -22878072.000000 Penalty: 6033.126465
	Iteration 48Q: 3 clusters Score -2.287807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187668 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -22878072.000000 Penalty: 6033.126465
	Iteration 49F: 3 clusters Score -2.287807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -307912.281250 Penalty: 1962.915771
	Iteration 0F: 2 clusters Score -307912.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -304816.250000 Penalty: 3925.831543
	Iteration 0F: 3 clusters Score -304816.2 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -305464.218750 Penalty: 3925.831543
	Iteration 1F: 3 clusters Score -305464.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -305608.875000 Penalty: 3925.831543
	Iteration 2F: 3 clusters Score -305608.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -305681.250000 Penalty: 3925.831543
	Iteration 3Q: 3 clusters Score -305681.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -305733.468750 Penalty: 3925.831543
	Iteration 4Q: 3 clusters Score -305733.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -305772.312500 Penalty: 3925.831543
	Iteration 5Q: 3 clusters Score -305772.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -305803.906250 Penalty: 3925.831543
	Iteration 6Q: 3 clusters Score -305803.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -305824.937500 Penalty: 3925.831543
	Iteration 7Q: 3 clusters Score -305824.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -305838.937500 Penalty: 3925.831543
	Iteration 8Q: 3 clusters Score -305838.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -305846.312500 Penalty: 3925.831543
	Iteration 9Q: 3 clusters Score -305846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -305849.093750 Penalty: 3925.831543
	Iteration 10Q: 3 clusters Score -305849.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -305851.437500 Penalty: 3925.831543
	Iteration 11Q: 3 clusters Score -305851.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -305855.406250 Penalty: 3925.831543
	Iteration 12Q: 3 clusters Score -305855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -305857.031250 Penalty: 3925.831543
	Iteration 13Q: 3 clusters Score -305857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -305857.562500 Penalty: 3925.831543
	Iteration 14Q: 3 clusters Score -305857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -305859.562500 Penalty: 3925.831543
	Iteration 15Q: 3 clusters Score -305859.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -305860.437500 Penalty: 3925.831543
	Iteration 16Q: 3 clusters Score -305860.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -305861.531250 Penalty: 3925.831543
	Iteration 17Q: 3 clusters Score -305861.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -305862.812500 Penalty: 3925.831543
	Iteration 18Q: 3 clusters Score -305862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -305863.312500 Penalty: 3925.831543
	Iteration 19Q: 3 clusters Score -305863.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -305863.312500 Penalty: 3925.831543
	Iteration 20F: 3 clusters Score -305863.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Entering Unmasked Estep 
Score: -491918.843750 Penalty: 2070.143555
	Iteration 0F: 2 clusters Score -491918.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -487877.781250 Penalty: 4140.287109
	Iteration 0F: 3 clusters Score -487877.8 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -488789.500000 Penalty: 4140.287109
	Iteration 1F: 3 clusters Score -488789.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -488978.312500 Penalty: 4140.287109
	Iteration 2F: 3 clusters Score -488978.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -489109.031250 Penalty: 4140.287109
	Iteration 3Q: 3 clusters Score -489109 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -489216.875000 Penalty: 4140.287109
	Iteration 4Q: 3 clusters Score -489216.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -489292.281250 Penalty: 4140.287109
	Iteration 5Q: 3 clusters Score -489292.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -489355.562500 Penalty: 4140.287109
	Iteration 6Q: 3 clusters Score -489355.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -489416.156250 Penalty: 4140.287109
	Iteration 7Q: 3 clusters Score -489416.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -489456.593750 Penalty: 4140.287109
	Iteration 8Q: 3 clusters Score -489456.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -489488.687500 Penalty: 4140.287109
	Iteration 9Q: 3 clusters Score -489488.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -489523.281250 Penalty: 4140.287109
	Iteration 10Q: 3 clusters Score -489523.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -489547.843750 Penalty: 4140.287109
	Iteration 11Q: 3 clusters Score -489547.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -489580.062500 Penalty: 4140.287109
	Iteration 12Q: 3 clusters Score -489580.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -489626.500000 Penalty: 4140.287109
	Iteration 13Q: 3 clusters Score -489626.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -489682.937500 Penalty: 4140.287109
	Iteration 14Q: 3 clusters Score -489682.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -489727.406250 Penalty: 4140.287109
	Iteration 15Q: 3 clusters Score -489727.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -489778.718750 Penalty: 4140.287109
	Iteration 16Q: 3 clusters Score -489778.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -489831.156250 Penalty: 4140.287109
	Iteration 17Q: 3 clusters Score -489831.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -489878.281250 Penalty: 4140.287109
	Iteration 18Q: 3 clusters Score -489878.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -489922.843750 Penalty: 4140.287109
	Iteration 19Q: 3 clusters Score -489922.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -489976.906250 Penalty: 4140.287109
	Iteration 20F: 3 clusters Score -489976.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -490028.968750 Penalty: 4140.287109
	Iteration 21Q: 3 clusters Score -490029 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -490077.406250 Penalty: 4140.287109
	Iteration 22Q: 3 clusters Score -490077.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -490117.843750 Penalty: 4140.287109
	Iteration 23Q: 3 clusters Score -490117.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -490161.406250 Penalty: 4140.287109
	Iteration 24Q: 3 clusters Score -490161.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -490188.718750 Penalty: 4140.287109
	Iteration 25Q: 3 clusters Score -490188.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -490214.781250 Penalty: 4140.287109
	Iteration 26Q: 3 clusters Score -490214.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -490232.031250 Penalty: 4140.287109
	Iteration 27Q: 3 clusters Score -490232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -490251.187500 Penalty: 4140.287109
	Iteration 28Q: 3 clusters Score -490251.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -490265.406250 Penalty: 4140.287109
	Iteration 29Q: 3 clusters Score -490265.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -490275.093750 Penalty: 4140.287109
	Iteration 30Q: 3 clusters Score -490275.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -490277.437500 Penalty: 4140.287109
	Iteration 31Q: 3 clusters Score -490277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -490281.031250 Penalty: 4140.287109
	Iteration 32Q: 3 clusters Score -490281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -490284.875000 Penalty: 4140.287109
	Iteration 33Q: 3 clusters Score -490284.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -490286.250000 Penalty: 4140.287109
	Iteration 34Q: 3 clusters Score -490286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -490286.250000 Penalty: 4140.287109
	Iteration 35F: 3 clusters Score -490286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Entering Unmasked Estep 
Score: -566668.187500 Penalty: 2121.178711
	Iteration 0F: 2 clusters Score -566668.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -562083.937500 Penalty: 4242.357422
	Iteration 0F: 3 clusters Score -562083.9 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -563386.125000 Penalty: 4242.357422
	Iteration 1F: 3 clusters Score -563386.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -563875.125000 Penalty: 4242.357422
	Iteration 2F: 3 clusters Score -563875.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -564294.937500 Penalty: 4242.357422
	Iteration 3F: 3 clusters Score -564294.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -564578.125000 Penalty: 4242.357422
	Iteration 4F: 3 clusters Score -564578.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -564771.125000 Penalty: 4242.357422
	Iteration 5F: 3 clusters Score -564771.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -564918.875000 Penalty: 4242.357422
	Iteration 6Q: 3 clusters Score -564918.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -565011.687500 Penalty: 4242.357422
	Iteration 7Q: 3 clusters Score -565011.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -565088.062500 Penalty: 4242.357422
	Iteration 8Q: 3 clusters Score -565088.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -565147.500000 Penalty: 4242.357422
	Iteration 9Q: 3 clusters Score -565147.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -565181.062500 Penalty: 4242.357422
	Iteration 10Q: 3 clusters Score -565181.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -565203.875000 Penalty: 4242.357422
	Iteration 11Q: 3 clusters Score -565203.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -565220.062500 Penalty: 4242.357422
	Iteration 12Q: 3 clusters Score -565220.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -565234.187500 Penalty: 4242.357422
	Iteration 13Q: 3 clusters Score -565234.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -565250.750000 Penalty: 4242.357422
	Iteration 14Q: 3 clusters Score -565250.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -565276.625000 Penalty: 4242.357422
	Iteration 15Q: 3 clusters Score -565276.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -565303.187500 Penalty: 4242.357422
	Iteration 16Q: 3 clusters Score -565303.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -565331.312500 Penalty: 4242.357422
	Iteration 17Q: 3 clusters Score -565331.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -565354.625000 Penalty: 4242.357422
	Iteration 18Q: 3 clusters Score -565354.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -565375.375000 Penalty: 4242.357422
	Iteration 19Q: 3 clusters Score -565375.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -565390.187500 Penalty: 4242.357422
	Iteration 20F: 3 clusters Score -565390.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -565397.187500 Penalty: 4242.357422
	Iteration 21Q: 3 clusters Score -565397.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -565405.187500 Penalty: 4242.357422
	Iteration 22Q: 3 clusters Score -565405.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -565413.875000 Penalty: 4242.357422
	Iteration 23Q: 3 clusters Score -565413.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -565423.625000 Penalty: 4242.357422
	Iteration 24Q: 3 clusters Score -565423.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -565432.000000 Penalty: 4242.357422
	Iteration 25Q: 3 clusters Score -565432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -565438.812500 Penalty: 4242.357422
	Iteration 26Q: 3 clusters Score -565438.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -565446.562500 Penalty: 4242.357422
	Iteration 27Q: 3 clusters Score -565446.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -565453.562500 Penalty: 4242.357422
	Iteration 28Q: 3 clusters Score -565453.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -565461.062500 Penalty: 4242.357422
	Iteration 29Q: 3 clusters Score -565461.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -565468.437500 Penalty: 4242.357422
	Iteration 30Q: 3 clusters Score -565468.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -565472.500000 Penalty: 4242.357422
	Iteration 31Q: 3 clusters Score -565472.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -565475.687500 Penalty: 4242.357422
	Iteration 32Q: 3 clusters Score -565475.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -565480.500000 Penalty: 4242.357422
	Iteration 33Q: 3 clusters Score -565480.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -565483.625000 Penalty: 4242.357422
	Iteration 34Q: 3 clusters Score -565483.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -565486.000000 Penalty: 4242.357422
	Iteration 35Q: 3 clusters Score -565486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -565487.875000 Penalty: 4242.357422
	Iteration 36Q: 3 clusters Score -565487.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -565488.375000 Penalty: 4242.357422
	Iteration 37Q: 3 clusters Score -565488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -565489.125000 Penalty: 4242.357422
	Iteration 38Q: 3 clusters Score -565489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -565488.625000 Penalty: 4242.357422
	Iteration 39Q: 3 clusters Score -565488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -565488.625000 Penalty: 4242.357422
	Iteration 40F: 3 clusters Score -565488.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Entering Unmasked Estep 
Score: -1095026.375000 Penalty: 2262.432129
	Iteration 0F: 2 clusters Score -1095026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1087898.875000 Penalty: 4524.864258
	Iteration 0F: 3 clusters Score -1087899 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1089916.125000 Penalty: 4524.864258
	Iteration 1F: 3 clusters Score -1089916 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1090241.125000 Penalty: 4524.864258
	Iteration 2F: 3 clusters Score -1090241 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1090463.500000 Penalty: 4524.864258
	Iteration 3F: 3 clusters Score -1090464 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1090650.625000 Penalty: 4524.864258
	Iteration 4Q: 3 clusters Score -1090651 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1090823.375000 Penalty: 4524.864258
	Iteration 5Q: 3 clusters Score -1090823 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1091001.500000 Penalty: 4524.864258
	Iteration 6Q: 3 clusters Score -1091002 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1091186.375000 Penalty: 4524.864258
	Iteration 7Q: 3 clusters Score -1091186 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1091395.750000 Penalty: 4524.864258
	Iteration 8Q: 3 clusters Score -1091396 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1091589.500000 Penalty: 4524.864258
	Iteration 9Q: 3 clusters Score -1091590 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1091786.375000 Penalty: 4524.864258
	Iteration 10Q: 3 clusters Score -1091786 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1091949.875000 Penalty: 4524.864258
	Iteration 11Q: 3 clusters Score -1091950 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1092094.000000 Penalty: 4524.864258
	Iteration 12Q: 3 clusters Score -1092094 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1092246.875000 Penalty: 4524.864258
	Iteration 13Q: 3 clusters Score -1092247 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1092395.375000 Penalty: 4524.864258
	Iteration 14Q: 3 clusters Score -1092395 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1092523.875000 Penalty: 4524.864258
	Iteration 15Q: 3 clusters Score -1092524 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1092636.125000 Penalty: 4524.864258
	Iteration 16Q: 3 clusters Score -1092636 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1092728.875000 Penalty: 4524.864258
	Iteration 17Q: 3 clusters Score -1092729 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1092813.625000 Penalty: 4524.864258
	Iteration 18Q: 3 clusters Score -1092814 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1092883.000000 Penalty: 4524.864258
	Iteration 19Q: 3 clusters Score -1092883 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1092953.750000 Penalty: 4524.864258
	Iteration 20F: 3 clusters Score -1092954 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1093009.625000 Penalty: 4524.864258
	Iteration 21Q: 3 clusters Score -1093010 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1093078.000000 Penalty: 4524.864258
	Iteration 22Q: 3 clusters Score -1093078 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1093136.125000 Penalty: 4524.864258
	Iteration 23Q: 3 clusters Score -1093136 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1093193.125000 Penalty: 4524.864258
	Iteration 24Q: 3 clusters Score -1093193 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1093233.875000 Penalty: 4524.864258
	Iteration 25Q: 3 clusters Score -1093234 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1093264.625000 Penalty: 4524.864258
	Iteration 26Q: 3 clusters Score -1093265 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1093288.750000 Penalty: 4524.864258
	Iteration 27Q: 3 clusters Score -1093289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1093299.500000 Penalty: 4524.864258
	Iteration 28Q: 3 clusters Score -1093300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1093311.750000 Penalty: 4524.864258
	Iteration 29Q: 3 clusters Score -1093312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1093317.000000 Penalty: 4524.864258
	Iteration 30Q: 3 clusters Score -1093317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1093326.125000 Penalty: 4524.864258
	Iteration 31Q: 3 clusters Score -1093326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1093330.250000 Penalty: 4524.864258
	Iteration 32Q: 3 clusters Score -1093330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1093332.875000 Penalty: 4524.864258
	Iteration 33Q: 3 clusters Score -1093333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1093336.125000 Penalty: 4524.864258
	Iteration 34Q: 3 clusters Score -1093336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1093339.250000 Penalty: 4524.864258
	Iteration 35Q: 3 clusters Score -1093339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1093340.000000 Penalty: 4524.864258
	Iteration 36Q: 3 clusters Score -1093340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1093342.125000 Penalty: 4524.864258
	Iteration 37Q: 3 clusters Score -1093342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1093344.750000 Penalty: 4524.864258
	Iteration 38Q: 3 clusters Score -1093345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1093345.125000 Penalty: 4524.864258
	Iteration 39Q: 3 clusters Score -1093345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1093347.250000 Penalty: 4524.864258
	Iteration 40F: 3 clusters Score -1093347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1093346.875000 Penalty: 4524.864258
	Iteration 41Q: 3 clusters Score -1093347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1093346.875000 Penalty: 4524.864258
	Iteration 42F: 3 clusters Score -1093347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (221415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221415 members 
Entering Unmasked Estep 
Score: -26483538.000000 Penalty: 3052.332764
	Iteration 0F: 2 clusters Score -2.648354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110536 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -26365516.000000 Penalty: 6104.665527
	Iteration 0F: 3 clusters Score -2.636552e+07 nChanged 106648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108010 members 
Mstep: Class 2 contains 113405 members 
Entering Unmasked Estep 
Score: -26429394.000000 Penalty: 6104.665527
	Iteration 1F: 3 clusters Score -2.642939e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 115502 members 
Entering Unmasked Estep 
Score: -26431576.000000 Penalty: 6104.665527
	Iteration 2Q: 3 clusters Score -2.643158e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103098 members 
Mstep: Class 2 contains 118317 members 
Entering Unmasked Estep 
Score: -26434246.000000 Penalty: 6104.665527
	Iteration 3Q: 3 clusters Score -2.643425e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99246 members 
Mstep: Class 2 contains 122169 members 
Entering Unmasked Estep 
Score: -26437218.000000 Penalty: 6104.665527
	Iteration 4Q: 3 clusters Score -2.643722e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93922 members 
Mstep: Class 2 contains 127493 members 
Entering Unmasked Estep 
Score: -26441424.000000 Penalty: 6104.665527
	Iteration 5Q: 3 clusters Score -2.644142e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 134429 members 
Entering Unmasked Estep 
Score: -26446950.000000 Penalty: 6104.665527
	Iteration 6Q: 3 clusters Score -2.644695e+07 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 142807 members 
Entering Unmasked Estep 
Score: -26453986.000000 Penalty: 6104.665527
	Iteration 7F: 3 clusters Score -2.645399e+07 nChanged 12517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 152170 members 
Entering Unmasked Estep 
Score: -26461424.000000 Penalty: 6104.665527
	Iteration 8F: 3 clusters Score -2.646142e+07 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 161986 members 
Entering Unmasked Estep 
Score: -26468920.000000 Penalty: 6104.665527
	Iteration 9F: 3 clusters Score -2.646892e+07 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 170615 members 
Entering Unmasked Estep 
Score: -26474112.000000 Penalty: 6104.665527
	Iteration 10F: 3 clusters Score -2.647411e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 177533 members 
Entering Unmasked Estep 
Score: -26477276.000000 Penalty: 6104.665527
	Iteration 11Q: 3 clusters Score -2.647728e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 183029 members 
Entering Unmasked Estep 
Score: -26478838.000000 Penalty: 6104.665527
	Iteration 12Q: 3 clusters Score -2.647884e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 187716 members 
Entering Unmasked Estep 
Score: -26479260.000000 Penalty: 6104.665527
	Iteration 13Q: 3 clusters Score -2.647926e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 191774 members 
Entering Unmasked Estep 
Score: -26479650.000000 Penalty: 6104.665527
	Iteration 14Q: 3 clusters Score -2.647965e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 195321 members 
Entering Unmasked Estep 
Score: -26479090.000000 Penalty: 6104.665527
	Iteration 15Q: 3 clusters Score -2.647909e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 198372 members 
Entering Unmasked Estep 
Score: -26478742.000000 Penalty: 6104.665527
	Iteration 16Q: 3 clusters Score -2.647874e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 201042 members 
Entering Unmasked Estep 
Score: -26478574.000000 Penalty: 6104.665527
	Iteration 17Q: 3 clusters Score -2.647857e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 203353 members 
Entering Unmasked Estep 
Score: -26478418.000000 Penalty: 6104.665527
	Iteration 18Q: 3 clusters Score -2.647842e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 205379 members 
Entering Unmasked Estep 
Score: -26478218.000000 Penalty: 6104.665527
	Iteration 19Q: 3 clusters Score -2.647822e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 207170 members 
Entering Unmasked Estep 
Score: -26478078.000000 Penalty: 6104.665527
	Iteration 20F: 3 clusters Score -2.647808e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 208739 members 
Entering Unmasked Estep 
Score: -26478122.000000 Penalty: 6104.665527
	Iteration 21Q: 3 clusters Score -2.647812e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 210110 members 
Entering Unmasked Estep 
Score: -26478184.000000 Penalty: 6104.665527
	Iteration 22Q: 3 clusters Score -2.647818e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 211292 members 
Entering Unmasked Estep 
Score: -26478210.000000 Penalty: 6104.665527
	Iteration 23Q: 3 clusters Score -2.647821e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 212348 members 
Entering Unmasked Estep 
Score: -26478326.000000 Penalty: 6104.665527
	Iteration 24Q: 3 clusters Score -2.647833e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 213276 members 
Entering Unmasked Estep 
Score: -26478428.000000 Penalty: 6104.665527
	Iteration 25Q: 3 clusters Score -2.647843e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 214093 members 
Entering Unmasked Estep 
Score: -26478600.000000 Penalty: 6104.665527
	Iteration 26Q: 3 clusters Score -2.64786e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 214828 members 
Entering Unmasked Estep 
Score: -26478742.000000 Penalty: 6104.665527
	Iteration 27Q: 3 clusters Score -2.647874e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 215437 members 
Entering Unmasked Estep 
Score: -26478896.000000 Penalty: 6104.665527
	Iteration 28Q: 3 clusters Score -2.64789e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 216003 members 
Entering Unmasked Estep 
Score: -26479076.000000 Penalty: 6104.665527
	Iteration 29Q: 3 clusters Score -2.647908e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 216541 members 
Entering Unmasked Estep 
Score: -26479252.000000 Penalty: 6104.665527
	Iteration 30Q: 3 clusters Score -2.647925e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 217002 members 
Entering Unmasked Estep 
Score: -26479424.000000 Penalty: 6104.665527
	Iteration 31Q: 3 clusters Score -2.647942e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 217426 members 
Entering Unmasked Estep 
Score: -26479594.000000 Penalty: 6104.665527
	Iteration 32Q: 3 clusters Score -2.647959e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 217755 members 
Entering Unmasked Estep 
Score: -26479682.000000 Penalty: 6104.665527
	Iteration 33Q: 3 clusters Score -2.647968e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 218043 members 
Entering Unmasked Estep 
Score: -26479856.000000 Penalty: 6104.665527
	Iteration 34Q: 3 clusters Score -2.647986e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 218310 members 
Entering Unmasked Estep 
Score: -26480014.000000 Penalty: 6104.665527
	Iteration 35Q: 3 clusters Score -2.648001e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 218522 members 
Entering Unmasked Estep 
Score: -26480122.000000 Penalty: 6104.665527
	Iteration 36Q: 3 clusters Score -2.648012e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 218704 members 
Entering Unmasked Estep 
Score: -26480090.000000 Penalty: 6104.665527
	Iteration 37Q: 3 clusters Score -2.648009e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 218853 members 
Entering Unmasked Estep 
Score: -26480138.000000 Penalty: 6104.665527
	Iteration 38Q: 3 clusters Score -2.648014e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 219001 members 
Entering Unmasked Estep 
Score: -26480256.000000 Penalty: 6104.665527
	Iteration 39Q: 3 clusters Score -2.648026e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 219137 members 
Entering Unmasked Estep 
Score: -26480332.000000 Penalty: 6104.665527
	Iteration 40F: 3 clusters Score -2.648033e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 219252 members 
Entering Unmasked Estep 
Score: -26480398.000000 Penalty: 6104.665527
	Iteration 41Q: 3 clusters Score -2.64804e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 219331 members 
Entering Unmasked Estep 
Score: -26480452.000000 Penalty: 6104.665527
	Iteration 42Q: 3 clusters Score -2.648045e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 219404 members 
Entering Unmasked Estep 
Score: -26480474.000000 Penalty: 6104.665527
	Iteration 43Q: 3 clusters Score -2.648047e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 219458 members 
Entering Unmasked Estep 
Score: -26480518.000000 Penalty: 6104.665527
	Iteration 44Q: 3 clusters Score -2.648052e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 219514 members 
Entering Unmasked Estep 
Score: -26480520.000000 Penalty: 6104.665527
	Iteration 45Q: 3 clusters Score -2.648052e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 219574 members 
Entering Unmasked Estep 
Score: -26480552.000000 Penalty: 6104.665527
	Iteration 46Q: 3 clusters Score -2.648055e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 219631 members 
Entering Unmasked Estep 
Score: -26480596.000000 Penalty: 6104.665527
	Iteration 47Q: 3 clusters Score -2.64806e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 219657 members 
Entering Unmasked Estep 
Score: -26480600.000000 Penalty: 6104.665527
	Iteration 48Q: 3 clusters Score -2.64806e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 219682 members 
Entering Unmasked Estep 
Score: -26480606.000000 Penalty: 6104.665527
	Iteration 49Q: 3 clusters Score -2.648061e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 219712 members 
Entering Unmasked Estep 
Score: -26480630.000000 Penalty: 6104.665527
	Iteration 50Q: 3 clusters Score -2.648063e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 219736 members 
Entering Unmasked Estep 
Score: -26480612.000000 Penalty: 6104.665527
	Iteration 51Q: 3 clusters Score -2.648061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 219762 members 
Entering Unmasked Estep 
Score: -26480634.000000 Penalty: 6104.665527
	Iteration 52Q: 3 clusters Score -2.648063e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 219792 members 
Entering Unmasked Estep 
Score: -26480694.000000 Penalty: 6104.665527
	Iteration 53Q: 3 clusters Score -2.648069e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 219814 members 
Entering Unmasked Estep 
Score: -26480712.000000 Penalty: 6104.665527
	Iteration 54Q: 3 clusters Score -2.648071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 219837 members 
Entering Unmasked Estep 
Score: -26480716.000000 Penalty: 6104.665527
	Iteration 55Q: 3 clusters Score -2.648072e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 219872 members 
Entering Unmasked Estep 
Score: -26480736.000000 Penalty: 6104.665527
	Iteration 56Q: 3 clusters Score -2.648074e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 219899 members 
Entering Unmasked Estep 
Score: -26480776.000000 Penalty: 6104.665527
	Iteration 57Q: 3 clusters Score -2.648078e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 219931 members 
Entering Unmasked Estep 
Score: -26480804.000000 Penalty: 6104.665527
	Iteration 58Q: 3 clusters Score -2.64808e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 219951 members 
Entering Unmasked Estep 
Score: -26480812.000000 Penalty: 6104.665527
	Iteration 59Q: 3 clusters Score -2.648081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 219962 members 
Entering Unmasked Estep 
Score: -26480822.000000 Penalty: 6104.665527
	Iteration 60F: 3 clusters Score -2.648082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 219968 members 
Entering Unmasked Estep 
Score: -26480850.000000 Penalty: 6104.665527
	Iteration 61Q: 3 clusters Score -2.648085e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 219983 members 
Entering Unmasked Estep 
Score: -26480836.000000 Penalty: 6104.665527
	Iteration 62Q: 3 clusters Score -2.648084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 219990 members 
Entering Unmasked Estep 
Score: -26480836.000000 Penalty: 6104.665527
	Iteration 63Q: 3 clusters Score -2.648084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 219999 members 
Entering Unmasked Estep 
Score: -26480832.000000 Penalty: 6104.665527
	Iteration 64Q: 3 clusters Score -2.648083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 220005 members 
Entering Unmasked Estep 
Score: -26480832.000000 Penalty: 6104.665527
	Iteration 65Q: 3 clusters Score -2.648083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 220009 members 
Entering Unmasked Estep 
Score: -26480826.000000 Penalty: 6104.665527
	Iteration 66Q: 3 clusters Score -2.648083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 220018 members 
Entering Unmasked Estep 
Score: -26480840.000000 Penalty: 6104.665527
	Iteration 67Q: 3 clusters Score -2.648084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 220019 members 
Entering Unmasked Estep 
Score: -26480816.000000 Penalty: 6104.665527
	Iteration 68Q: 3 clusters Score -2.648082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 220023 members 
Entering Unmasked Estep 
Score: -26480826.000000 Penalty: 6104.665527
	Iteration 69Q: 3 clusters Score -2.648083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 220028 members 
Entering Unmasked Estep 
Score: -26480824.000000 Penalty: 6104.665527
	Iteration 70Q: 3 clusters Score -2.648082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 220030 members 
Entering Unmasked Estep 
Score: -26480850.000000 Penalty: 6104.665527
	Iteration 71Q: 3 clusters Score -2.648085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 220036 members 
Entering Unmasked Estep 
Score: -26480850.000000 Penalty: 6104.665527
	Iteration 72Q: 3 clusters Score -2.648085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 220040 members 
Entering Unmasked Estep 
Score: -26480856.000000 Penalty: 6104.665527
	Iteration 73Q: 3 clusters Score -2.648086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 220042 members 
Entering Unmasked Estep 
Score: -26480844.000000 Penalty: 6104.665527
	Iteration 74Q: 3 clusters Score -2.648084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 220042 members 
Entering Unmasked Estep 
Score: -26480852.000000 Penalty: 6104.665527
	Iteration 75Q: 3 clusters Score -2.648085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 220043 members 
Entering Unmasked Estep 
Score: -26480872.000000 Penalty: 6104.665527
	Iteration 76Q: 3 clusters Score -2.648087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 220042 members 
Entering Unmasked Estep 
Score: -26480862.000000 Penalty: 6104.665527
	Iteration 77Q: 3 clusters Score -2.648086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 220042 members 
Entering Unmasked Estep 
Score: -26480858.000000 Penalty: 6104.665527
	Iteration 78Q: 3 clusters Score -2.648086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 220043 members 
Entering Unmasked Estep 
Score: -26480844.000000 Penalty: 6104.665527
	Iteration 79Q: 3 clusters Score -2.648084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 220047 members 
Entering Unmasked Estep 
Score: -26480852.000000 Penalty: 6104.665527
	Iteration 80F: 3 clusters Score -2.648085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 220051 members 
Entering Unmasked Estep 
Score: -26480838.000000 Penalty: 6104.665527
	Iteration 81Q: 3 clusters Score -2.648084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 220052 members 
Entering Unmasked Estep 
Score: -26480848.000000 Penalty: 6104.665527
	Iteration 82Q: 3 clusters Score -2.648085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 220054 members 
Entering Unmasked Estep 
Score: -26480854.000000 Penalty: 6104.665527
	Iteration 83Q: 3 clusters Score -2.648085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 220056 members 
Entering Unmasked Estep 
Score: -26480854.000000 Penalty: 6104.665527
	Iteration 84Q: 3 clusters Score -2.648085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 220057 members 
Entering Unmasked Estep 
Score: -26480852.000000 Penalty: 6104.665527
	Iteration 85Q: 3 clusters Score -2.648085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 220057 members 
Entering Unmasked Estep 
Score: -26480852.000000 Penalty: 6104.665527
	Iteration 86F: 3 clusters Score -2.648085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Entering Unmasked Estep 
Score: -5304274.500000 Penalty: 2658.456543
	Iteration 0F: 2 clusters Score -5304274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -5273527.000000 Penalty: 5316.913086
	Iteration 0F: 3 clusters Score -5273527 nChanged 20989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -5285186.500000 Penalty: 5316.913086
	Iteration 1F: 3 clusters Score -5285186 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -5285945.000000 Penalty: 5316.913086
	Iteration 2Q: 3 clusters Score -5285945 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -5286796.000000 Penalty: 5316.913086
	Iteration 3Q: 3 clusters Score -5286796 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -5288101.500000 Penalty: 5316.913086
	Iteration 4F: 3 clusters Score -5288102 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -5289901.000000 Penalty: 5316.913086
	Iteration 5F: 3 clusters Score -5289901 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -5292256.500000 Penalty: 5316.913086
	Iteration 6F: 3 clusters Score -5292256 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -5295140.500000 Penalty: 5316.913086
	Iteration 7F: 3 clusters Score -5295140 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -5297804.500000 Penalty: 5316.913086
	Iteration 8F: 3 clusters Score -5297804 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -5299779.500000 Penalty: 5316.913086
	Iteration 9Q: 3 clusters Score -5299780 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -5301299.500000 Penalty: 5316.913086
	Iteration 10Q: 3 clusters Score -5301300 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -5302343.500000 Penalty: 5316.913086
	Iteration 11Q: 3 clusters Score -5302344 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -5303033.000000 Penalty: 5316.913086
	Iteration 12Q: 3 clusters Score -5303033 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -5303498.500000 Penalty: 5316.913086
	Iteration 13Q: 3 clusters Score -5303498 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -5303860.500000 Penalty: 5316.913086
	Iteration 14Q: 3 clusters Score -5303860 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -5304184.000000 Penalty: 5316.913086
	Iteration 15Q: 3 clusters Score -5304184 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -5304412.500000 Penalty: 5316.913086
	Iteration 16Q: 3 clusters Score -5304412 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -5304536.500000 Penalty: 5316.913086
	Iteration 17Q: 3 clusters Score -5304536 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -5304599.000000 Penalty: 5316.913086
	Iteration 18Q: 3 clusters Score -5304599 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -5304635.500000 Penalty: 5316.913086
	Iteration 19Q: 3 clusters Score -5304636 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -5304664.000000 Penalty: 5316.913086
	Iteration 20F: 3 clusters Score -5304664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -5304675.000000 Penalty: 5316.913086
	Iteration 21Q: 3 clusters Score -5304675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -5304681.500000 Penalty: 5316.913086
	Iteration 22Q: 3 clusters Score -5304682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -5304682.000000 Penalty: 5316.913086
	Iteration 23Q: 3 clusters Score -5304682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -5304684.000000 Penalty: 5316.913086
	Iteration 24Q: 3 clusters Score -5304684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -5304689.500000 Penalty: 5316.913086
	Iteration 25Q: 3 clusters Score -5304690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -5304682.000000 Penalty: 5316.913086
	Iteration 26Q: 3 clusters Score -5304682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -5304684.500000 Penalty: 5316.913086
	Iteration 27Q: 3 clusters Score -5304684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -5304685.000000 Penalty: 5316.913086
	Iteration 28Q: 3 clusters Score -5304685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -5304689.000000 Penalty: 5316.913086
	Iteration 29Q: 3 clusters Score -5304689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5304686.000000 Penalty: 5316.913086
	Iteration 30Q: 3 clusters Score -5304686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -5304687.000000 Penalty: 5316.913086
	Iteration 31Q: 3 clusters Score -5304687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -5304688.000000 Penalty: 5316.913086
	Iteration 32Q: 3 clusters Score -5304688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -5304685.500000 Penalty: 5316.913086
	Iteration 33Q: 3 clusters Score -5304686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5304685.000000 Penalty: 5316.913086
	Iteration 34Q: 3 clusters Score -5304685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5304685.000000 Penalty: 5316.913086
	Iteration 35F: 3 clusters Score -5304685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216043 members 
Mstep: Class 2 contains 63247 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 43085 members 
Mstep: Class 5 contains 5984 members 
Mstep: Class 6 contains 20571 members 
Mstep: Class 7 contains 33848 members 
Mstep: Class 8 contains 14355 members 
Mstep: Class 9 contains 20359 members 
Mstep: Class 10 contains 35945 members 
Mstep: Class 11 contains 44262 members 
Mstep: Class 12 contains 9894 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 66620 members 
Mstep: Class 15 contains 165122 members 
Mstep: Class 16 contains 94474 members 
Mstep: Class 17 contains 5199 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 191676 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9161 members 
Mstep: Class 24 contains 221415 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 4620 members 
Mstep: Class 27 contains 9354 members 
Mstep: Class 28 contains 40319 members 
Entering Unmasked Estep 
Score: -156026480.000000 Penalty: 97997.882812
Splitting cluster 25 changes total score from -156026320.000000 to -156026480.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 26 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -560946.687500 Penalty: 2092.661377
	Iteration 0F: 2 clusters Score -560946.7 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 2295 members 
Entering Unmasked Estep 
Score: -556672.125000 Penalty: 4185.322754
	Iteration 0F: 3 clusters Score -556672.1 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -557655.312500 Penalty: 4185.322754
	Iteration 1F: 3 clusters Score -557655.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -557837.875000 Penalty: 4185.322754
	Iteration 2F: 3 clusters Score -557837.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -557951.875000 Penalty: 4185.322754
	Iteration 3Q: 3 clusters Score -557951.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -558022.562500 Penalty: 4185.322754
	Iteration 4Q: 3 clusters Score -558022.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -558074.312500 Penalty: 4185.322754
	Iteration 5Q: 3 clusters Score -558074.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -558108.062500 Penalty: 4185.322754
	Iteration 6Q: 3 clusters Score -558108.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -558134.250000 Penalty: 4185.322754
	Iteration 7Q: 3 clusters Score -558134.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -558155.687500 Penalty: 4185.322754
	Iteration 8Q: 3 clusters Score -558155.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -558167.625000 Penalty: 4185.322754
	Iteration 9Q: 3 clusters Score -558167.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -558179.750000 Penalty: 4185.322754
	Iteration 10Q: 3 clusters Score -558179.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -558190.125000 Penalty: 4185.322754
	Iteration 11Q: 3 clusters Score -558190.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -558202.437500 Penalty: 4185.322754
	Iteration 12Q: 3 clusters Score -558202.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -558209.937500 Penalty: 4185.322754
	Iteration 13Q: 3 clusters Score -558209.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -558217.000000 Penalty: 4185.322754
	Iteration 14Q: 3 clusters Score -558217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -558220.687500 Penalty: 4185.322754
	Iteration 15Q: 3 clusters Score -558220.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -558226.375000 Penalty: 4185.322754
	Iteration 16Q: 3 clusters Score -558226.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -558233.125000 Penalty: 4185.322754
	Iteration 17Q: 3 clusters Score -558233.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -558240.625000 Penalty: 4185.322754
	Iteration 18Q: 3 clusters Score -558240.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -558243.250000 Penalty: 4185.322754
	Iteration 19Q: 3 clusters Score -558243.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -558244.812500 Penalty: 4185.322754
	Iteration 20F: 3 clusters Score -558244.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -558247.125000 Penalty: 4185.322754
	Iteration 21Q: 3 clusters Score -558247.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -558249.187500 Penalty: 4185.322754
	Iteration 22Q: 3 clusters Score -558249.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -558251.250000 Penalty: 4185.322754
	Iteration 23Q: 3 clusters Score -558251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -558253.625000 Penalty: 4185.322754
	Iteration 24Q: 3 clusters Score -558253.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -558256.062500 Penalty: 4185.322754
	Iteration 25Q: 3 clusters Score -558256.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -558258.875000 Penalty: 4185.322754
	Iteration 26Q: 3 clusters Score -558258.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -558262.375000 Penalty: 4185.322754
	Iteration 27Q: 3 clusters Score -558262.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -558262.812500 Penalty: 4185.322754
	Iteration 28Q: 3 clusters Score -558262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -558262.062500 Penalty: 4185.322754
	Iteration 29Q: 3 clusters Score -558262.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -558262.062500 Penalty: 4185.322754
	Iteration 30F: 3 clusters Score -558262.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Entering Unmasked Estep 
Score: -1088617.375000 Penalty: 2267.602783
	Iteration 0F: 2 clusters Score -1088617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1081420.375000 Penalty: 4535.205566
	Iteration 0F: 3 clusters Score -1081420 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1083473.125000 Penalty: 4535.205566
	Iteration 1F: 3 clusters Score -1083473 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1083839.625000 Penalty: 4535.205566
	Iteration 2F: 3 clusters Score -1083840 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1084133.625000 Penalty: 4535.205566
	Iteration 3F: 3 clusters Score -1084134 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1084426.375000 Penalty: 4535.205566
	Iteration 4Q: 3 clusters Score -1084426 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1084697.750000 Penalty: 4535.205566
	Iteration 5F: 3 clusters Score -1084698 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1084908.750000 Penalty: 4535.205566
	Iteration 6Q: 3 clusters Score -1084909 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1085049.625000 Penalty: 4535.205566
	Iteration 7Q: 3 clusters Score -1085050 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1085168.125000 Penalty: 4535.205566
	Iteration 8Q: 3 clusters Score -1085168 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1085300 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1085434.250000 Penalty: 4535.205566
	Iteration 10Q: 3 clusters Score -1085434 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1085553.875000 Penalty: 4535.205566
	Iteration 11Q: 3 clusters Score -1085554 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1085673.875000 Penalty: 4535.205566
	Iteration 12Q: 3 clusters Score -1085674 nChanged 216
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Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1085757.500000 Penalty: 4535.205566
	Iteration 13Q: 3 clusters Score -1085758 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1085836.250000 Penalty: 4535.205566
	Iteration 14Q: 3 clusters Score -1085836 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1085903.000000 Penalty: 4535.205566
	Iteration 15Q: 3 clusters Score -1085903 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1085961.000000 Penalty: 4535.205566
	Iteration 16Q: 3 clusters Score -1085961 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1086008.250000 Penalty: 4535.205566
	Iteration 17Q: 3 clusters Score -1086008 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1086041.500000 Penalty: 4535.205566
	Iteration 18Q: 3 clusters Score -1086042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1086070.750000 Penalty: 4535.205566
	Iteration 19Q: 3 clusters Score -1086071 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1086088.750000 Penalty: 4535.205566
	Iteration 20F: 3 clusters Score -1086089 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1086101.375000 Penalty: 4535.205566
	Iteration 21Q: 3 clusters Score -1086101 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1086117.500000 Penalty: 4535.205566
	Iteration 22Q: 3 clusters Score -1086118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1086130.500000 Penalty: 4535.205566
	Iteration 23Q: 3 clusters Score -1086130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1086140.625000 Penalty: 4535.205566
	Iteration 24Q: 3 clusters Score -1086141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1086152.625000 Penalty: 4535.205566
	Iteration 25Q: 3 clusters Score -1086153 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1086162.875000 Penalty: 4535.205566
	Iteration 26Q: 3 clusters Score -1086163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1086180.125000 Penalty: 4535.205566
	Iteration 27Q: 3 clusters Score -1086180 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1086199.875000 Penalty: 4535.205566
	Iteration 28Q: 3 clusters Score -1086200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1086217.125000 Penalty: 4535.205566
	Iteration 29Q: 3 clusters Score -1086217 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1086240.500000 Penalty: 4535.205566
	Iteration 30Q: 3 clusters Score -1086240 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1086260.875000 Penalty: 4535.205566
	Iteration 31Q: 3 clusters Score -1086261 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1086279.125000 Penalty: 4535.205566
	Iteration 32Q: 3 clusters Score -1086279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1086300.250000 Penalty: 4535.205566
	Iteration 33Q: 3 clusters Score -1086300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1086315.125000 Penalty: 4535.205566
	Iteration 34Q: 3 clusters Score -1086315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1086323.000000 Penalty: 4535.205566
	Iteration 35Q: 3 clusters Score -1086323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1086335.625000 Penalty: 4535.205566
	Iteration 36Q: 3 clusters Score -1086336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1086338.875000 Penalty: 4535.205566
	Iteration 37Q: 3 clusters Score -1086339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1086346.375000 Penalty: 4535.205566
	Iteration 38Q: 3 clusters Score -1086346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1086357.875000 Penalty: 4535.205566
	Iteration 39Q: 3 clusters Score -1086358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1086368.625000 Penalty: 4535.205566
	Iteration 40F: 3 clusters Score -1086369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1086383.000000 Penalty: 4535.205566
	Iteration 41Q: 3 clusters Score -1086383 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1086397.875000 Penalty: 4535.205566
	Iteration 42Q: 3 clusters Score -1086398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1086421.000000 Penalty: 4535.205566
	Iteration 43Q: 3 clusters Score -1086421 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1086439.875000 Penalty: 4535.205566
	Iteration 44Q: 3 clusters Score -1086440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1086462.125000 Penalty: 4535.205566
	Iteration 45Q: 3 clusters Score -1086462 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1086483.000000 Penalty: 4535.205566
	Iteration 46Q: 3 clusters Score -1086483 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1086497.500000 Penalty: 4535.205566
	Iteration 47Q: 3 clusters Score -1086498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1086509.375000 Penalty: 4535.205566
	Iteration 48Q: 3 clusters Score -1086509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1086518.000000 Penalty: 4535.205566
	Iteration 49Q: 3 clusters Score -1086518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1086523.125000 Penalty: 4535.205566
	Iteration 50Q: 3 clusters Score -1086523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1086529.000000 Penalty: 4535.205566
	Iteration 51Q: 3 clusters Score -1086529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1086534.125000 Penalty: 4535.205566
	Iteration 52Q: 3 clusters Score -1086534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1086539.500000 Penalty: 4535.205566
	Iteration 53Q: 3 clusters Score -1086540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1086542.375000 Penalty: 4535.205566
	Iteration 54Q: 3 clusters Score -1086542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1086549.750000 Penalty: 4535.205566
	Iteration 55Q: 3 clusters Score -1086550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1086556.000000 Penalty: 4535.205566
	Iteration 56Q: 3 clusters Score -1086556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1086565.375000 Penalty: 4535.205566
	Iteration 57Q: 3 clusters Score -1086565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1086574.000000 Penalty: 4535.205566
	Iteration 58Q: 3 clusters Score -1086574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1086586.375000 Penalty: 4535.205566
	Iteration 59Q: 3 clusters Score -1086586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1086597.875000 Penalty: 4535.205566
	Iteration 60F: 3 clusters Score -1086598 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1086613.125000 Penalty: 4535.205566
	Iteration 61Q: 3 clusters Score -1086613 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1086619.750000 Penalty: 4535.205566
	Iteration 62Q: 3 clusters Score -1086620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1086636.125000 Penalty: 4535.205566
	Iteration 63Q: 3 clusters Score -1086636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1086649.750000 Penalty: 4535.205566
	Iteration 64Q: 3 clusters Score -1086650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1086664.875000 Penalty: 4535.205566
	Iteration 65Q: 3 clusters Score -1086665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1086672.375000 Penalty: 4535.205566
	Iteration 66Q: 3 clusters Score -1086672 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1086683.250000 Penalty: 4535.205566
	Iteration 67Q: 3 clusters Score -1086683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1086684.250000 Penalty: 4535.205566
	Iteration 68Q: 3 clusters Score -1086684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1086693.125000 Penalty: 4535.205566
	Iteration 69Q: 3 clusters Score -1086693 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1086696.500000 Penalty: 4535.205566
	Iteration 70Q: 3 clusters Score -1086696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1086702.875000 Penalty: 4535.205566
	Iteration 71Q: 3 clusters Score -1086703 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1086707.125000 Penalty: 4535.205566
	Iteration 72Q: 3 clusters Score -1086707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1086710.625000 Penalty: 4535.205566
	Iteration 73Q: 3 clusters Score -1086711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1086713.250000 Penalty: 4535.205566
	Iteration 74Q: 3 clusters Score -1086713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1086718.875000 Penalty: 4535.205566
	Iteration 75Q: 3 clusters Score -1086719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1086720.375000 Penalty: 4535.205566
	Iteration 76Q: 3 clusters Score -1086720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1086721.375000 Penalty: 4535.205566
	Iteration 77Q: 3 clusters Score -1086721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1086726.500000 Penalty: 4535.205566
	Iteration 78Q: 3 clusters Score -1086726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1086727.750000 Penalty: 4535.205566
	Iteration 79Q: 3 clusters Score -1086728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1086730.375000 Penalty: 4535.205566
	Iteration 80F: 3 clusters Score -1086730 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1086730.625000 Penalty: 4535.205566
	Iteration 81Q: 3 clusters Score -1086731 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1086729.625000 Penalty: 4535.205566
	Iteration 82Q: 3 clusters Score -1086730 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1086732.250000 Penalty: 4535.205566
	Iteration 83Q: 3 clusters Score -1086732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1086732.625000 Penalty: 4535.205566
	Iteration 84Q: 3 clusters Score -1086733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1086736.500000 Penalty: 4535.205566
	Iteration 85Q: 3 clusters Score -1086736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1086737.625000 Penalty: 4535.205566
	Iteration 86Q: 3 clusters Score -1086738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1086740.875000 Penalty: 4535.205566
	Iteration 87Q: 3 clusters Score -1086741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1086744.500000 Penalty: 4535.205566
	Iteration 88Q: 3 clusters Score -1086744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1086743.000000 Penalty: 4535.205566
	Iteration 89Q: 3 clusters Score -1086743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1086746.000000 Penalty: 4535.205566
	Iteration 90Q: 3 clusters Score -1086746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1086748.750000 Penalty: 4535.205566
	Iteration 91Q: 3 clusters Score -1086749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1086750.250000 Penalty: 4535.205566
	Iteration 92Q: 3 clusters Score -1086750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1086754.375000 Penalty: 4535.205566
	Iteration 93Q: 3 clusters Score -1086754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1086755.875000 Penalty: 4535.205566
	Iteration 94Q: 3 clusters Score -1086756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1086756.500000 Penalty: 4535.205566
	Iteration 95Q: 3 clusters Score -1086756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1086756.375000 Penalty: 4535.205566
	Iteration 96Q: 3 clusters Score -1086756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1086758.375000 Penalty: 4535.205566
	Iteration 97Q: 3 clusters Score -1086758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1086757.125000 Penalty: 4535.205566
	Iteration 98Q: 3 clusters Score -1086757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1086758.750000 Penalty: 4535.205566
	Iteration 99Q: 3 clusters Score -1086759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1086759.625000 Penalty: 4535.205566
	Iteration 100F: 3 clusters Score -1086760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1086762.375000 Penalty: 4535.205566
	Iteration 101Q: 3 clusters Score -1086762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1086764.375000 Penalty: 4535.205566
	Iteration 102Q: 3 clusters Score -1086764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1086763.375000 Penalty: 4535.205566
	Iteration 103Q: 3 clusters Score -1086763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1086763.000000 Penalty: 4535.205566
	Iteration 104Q: 3 clusters Score -1086763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1086765.125000 Penalty: 4535.205566
	Iteration 105Q: 3 clusters Score -1086765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1086763.500000 Penalty: 4535.205566
	Iteration 106Q: 3 clusters Score -1086764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1086766.875000 Penalty: 4535.205566
	Iteration 107Q: 3 clusters Score -1086767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1086766.625000 Penalty: 4535.205566
	Iteration 108Q: 3 clusters Score -1086767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1086766.750000 Penalty: 4535.205566
	Iteration 109Q: 3 clusters Score -1086767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1086766.750000 Penalty: 4535.205566
	Iteration 110F: 3 clusters Score -1086767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216043 members 
Mstep: Class 2 contains 63247 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 43085 members 
Mstep: Class 5 contains 5984 members 
Mstep: Class 6 contains 20571 members 
Mstep: Class 7 contains 33848 members 
Mstep: Class 8 contains 14355 members 
Mstep: Class 9 contains 20359 members 
Mstep: Class 10 contains 35945 members 
Mstep: Class 11 contains 44262 members 
Mstep: Class 12 contains 9894 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 66620 members 
Mstep: Class 15 contains 165122 members 
Mstep: Class 16 contains 94474 members 
Mstep: Class 17 contains 5199 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 191676 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9161 members 
Mstep: Class 24 contains 221415 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 4620 members 
Mstep: Class 27 contains 9354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156027424.000000 Penalty: 97997.882812
Iteration 159Q: 29 clusters Score -1.560274e+08 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216171 members 
Mstep: Class 2 contains 63219 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 43265 members 
Mstep: Class 5 contains 6067 members 
Mstep: Class 6 contains 20584 members 
Mstep: Class 7 contains 33855 members 
Mstep: Class 8 contains 14372 members 
Mstep: Class 9 contains 20359 members 
Mstep: Class 10 contains 35930 members 
Mstep: Class 11 contains 44269 members 
Mstep: Class 12 contains 9921 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 66588 members 
Mstep: Class 15 contains 165115 members 
Mstep: Class 16 contains 94482 members 
Mstep: Class 17 contains 5195 members 
Mstep: Class 18 contains 3784 members 
Mstep: Class 19 contains 192059 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 4216 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9162 members 
Mstep: Class 24 contains 221601 members 
Mstep: Class 25 contains 5091 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 9405 members 
Mstep: Class 28 contains 39069 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 29 clusters Score -1.560275e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216144 members 
Mstep: Class 2 contains 63203 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 43470 members 
Mstep: Class 5 contains 6069 members 
Mstep: Class 6 contains 20590 members 
Mstep: Class 7 contains 33856 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 20366 members 
Mstep: Class 10 contains 35907 members 
Mstep: Class 11 contains 44276 members 
Mstep: Class 12 contains 9930 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 66552 members 
Mstep: Class 15 contains 164992 members 
Mstep: Class 16 contains 94488 members 
Mstep: Class 17 contains 5182 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 191249 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 4220 members 
Mstep: Class 22 contains 5182 members 
Mstep: Class 23 contains 9165 members 
Mstep: Class 24 contains 221524 members 
Mstep: Class 25 contains 5170 members 
Mstep: Class 26 contains 4627 members 
Mstep: Class 27 contains 9473 members 
Mstep: Class 28 contains 39802 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 29 clusters Score -1.56028e+08 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216134 members 
Mstep: Class 2 contains 63170 members 
Mstep: Class 3 contains 8827 members 
Mstep: Class 4 contains 43658 members 
Mstep: Class 5 contains 6077 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 33863 members 
Mstep: Class 8 contains 14380 members 
Mstep: Class 9 contains 20361 members 
Mstep: Class 10 contains 35885 members 
Mstep: Class 11 contains 44287 members 
Mstep: Class 12 contains 9937 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 66516 members 
Mstep: Class 15 contains 164893 members 
Mstep: Class 16 contains 94493 members 
Mstep: Class 17 contains 5168 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 190475 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 5182 members 
Mstep: Class 23 contains 9171 members 
Mstep: Class 24 contains 221389 members 
Mstep: Class 25 contains 5234 members 
Mstep: Class 26 contains 4629 members 
Mstep: Class 27 contains 9554 members 
Mstep: Class 28 contains 40543 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 29 clusters Score -1.560285e+08 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216111 members 
Mstep: Class 2 contains 63126 members 
Mstep: Class 3 contains 8824 members 
Mstep: Class 4 contains 43827 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 20593 members 
Mstep: Class 7 contains 33880 members 
Mstep: Class 8 contains 14380 members 
Mstep: Class 9 contains 20361 members 
Mstep: Class 10 contains 35877 members 
Mstep: Class 11 contains 44287 members 
Mstep: Class 12 contains 9938 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 66454 members 
Mstep: Class 15 contains 164834 members 
Mstep: Class 16 contains 94500 members 
Mstep: Class 17 contains 5156 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 189703 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 4226 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9177 members 
Mstep: Class 24 contains 221241 members 
Mstep: Class 25 contains 5306 members 
Mstep: Class 26 contains 4631 members 
Mstep: Class 27 contains 9645 members 
Mstep: Class 28 contains 41301 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 29 clusters Score -1.560292e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216092 members 
Mstep: Class 2 contains 63084 members 
Mstep: Class 3 contains 8823 members 
Mstep: Class 4 contains 44012 members 
Mstep: Class 5 contains 6085 members 
Mstep: Class 6 contains 20600 members 
Mstep: Class 7 contains 33904 members 
Mstep: Class 8 contains 14376 members 
Mstep: Class 9 contains 20352 members 
Mstep: Class 10 contains 35852 members 
Mstep: Class 11 contains 44294 members 
Mstep: Class 12 contains 9940 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 66386 members 
Mstep: Class 15 contains 164792 members 
Mstep: Class 16 contains 94504 members 
Mstep: Class 17 contains 5132 members 
Mstep: Class 18 contains 3796 members 
Mstep: Class 19 contains 188971 members 
Mstep: Class 20 contains 2739 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9186 members 
Mstep: Class 24 contains 221053 members 
Mstep: Class 25 contains 5371 members 
Mstep: Class 26 contains 4634 members 
Mstep: Class 27 contains 9739 members 
Mstep: Class 28 contains 42040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156029664.000000 Penalty: 97997.882812
Iteration 164Q: 29 clusters Score -1.560297e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216037 members 
Mstep: Class 2 contains 63041 members 
Mstep: Class 3 contains 8823 members 
Mstep: Class 4 contains 44198 members 
Mstep: Class 5 contains 6107 members 
Mstep: Class 6 contains 20601 members 
Mstep: Class 7 contains 33931 members 
Mstep: Class 8 contains 14371 members 
Mstep: Class 9 contains 20340 members 
Mstep: Class 10 contains 35822 members 
Mstep: Class 11 contains 44306 members 
Mstep: Class 12 contains 9941 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 66335 members 
Mstep: Class 15 contains 164751 members 
Mstep: Class 16 contains 94507 members 
Mstep: Class 17 contains 5121 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 188340 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 4226 members 
Mstep: Class 22 contains 5185 members 
Mstep: Class 23 contains 9187 members 
Mstep: Class 24 contains 220882 members 
Mstep: Class 25 contains 5417 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 9815 members 
Mstep: Class 28 contains 42705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156030224.000000 Penalty: 97997.882812
Iteration 165Q: 29 clusters Score -1.560302e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215994 members 
Mstep: Class 2 contains 63005 members 
Mstep: Class 3 contains 8839 members 
Mstep: Class 4 contains 44365 members 
Mstep: Class 5 contains 6118 members 
Mstep: Class 6 contains 20601 members 
Mstep: Class 7 contains 33954 members 
Mstep: Class 8 contains 14371 members 
Mstep: Class 9 contains 20333 members 
Mstep: Class 10 contains 35802 members 
Mstep: Class 11 contains 44312 members 
Mstep: Class 12 contains 9940 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 66275 members 
Mstep: Class 15 contains 164714 members 
Mstep: Class 16 contains 94507 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 3807 members 
Mstep: Class 19 contains 187673 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 4228 members 
Mstep: Class 22 contains 5187 members 
Mstep: Class 23 contains 9185 members 
Mstep: Class 24 contains 220707 members 
Mstep: Class 25 contains 5453 members 
Mstep: Class 26 contains 4641 members 
Mstep: Class 27 contains 9896 members 
Mstep: Class 28 contains 43420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156030640.000000 Penalty: 97997.882812
Iteration 166Q: 29 clusters Score -1.560306e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215946 members 
Mstep: Class 2 contains 62968 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 44533 members 
Mstep: Class 5 contains 6125 members 
Mstep: Class 6 contains 20604 members 
Mstep: Class 7 contains 33970 members 
Mstep: Class 8 contains 14381 members 
Mstep: Class 9 contains 20316 members 
Mstep: Class 10 contains 35775 members 
Mstep: Class 11 contains 44318 members 
Mstep: Class 12 contains 9942 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 66226 members 
Mstep: Class 15 contains 164665 members 
Mstep: Class 16 contains 94508 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 3819 members 
Mstep: Class 19 contains 187044 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 4229 members 
Mstep: Class 22 contains 5187 members 
Mstep: Class 23 contains 9188 members 
Mstep: Class 24 contains 220558 members 
Mstep: Class 25 contains 5476 members 
Mstep: Class 26 contains 4643 members 
Mstep: Class 27 contains 9985 members 
Mstep: Class 28 contains 44105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156031104.000000 Penalty: 97997.882812
Iteration 167Q: 29 clusters Score -1.560311e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215900 members 
Mstep: Class 2 contains 62934 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 44682 members 
Mstep: Class 5 contains 6134 members 
Mstep: Class 6 contains 20603 members 
Mstep: Class 7 contains 33991 members 
Mstep: Class 8 contains 14385 members 
Mstep: Class 9 contains 20302 members 
Mstep: Class 10 contains 35759 members 
Mstep: Class 11 contains 44320 members 
Mstep: Class 12 contains 9943 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 66166 members 
Mstep: Class 15 contains 164599 members 
Mstep: Class 16 contains 94511 members 
Mstep: Class 17 contains 5064 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 186507 members 
Mstep: Class 20 contains 2737 members 
Mstep: Class 21 contains 4229 members 
Mstep: Class 22 contains 5188 members 
Mstep: Class 23 contains 9190 members 
Mstep: Class 24 contains 220433 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 4646 members 
Mstep: Class 27 contains 10065 members 
Mstep: Class 28 contains 44728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156031648.000000 Penalty: 97997.882812
Iteration 168Q: 29 clusters Score -1.560316e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215871 members 
Mstep: Class 2 contains 62887 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 6136 members 
Mstep: Class 6 contains 20603 members 
Mstep: Class 7 contains 34012 members 
Mstep: Class 8 contains 14397 members 
Mstep: Class 9 contains 20299 members 
Mstep: Class 10 contains 35731 members 
Mstep: Class 11 contains 44317 members 
Mstep: Class 12 contains 9943 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 66096 members 
Mstep: Class 15 contains 164550 members 
Mstep: Class 16 contains 94520 members 
Mstep: Class 17 contains 5039 members 
Mstep: Class 18 contains 3823 members 
Mstep: Class 19 contains 185975 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4230 members 
Mstep: Class 22 contains 5188 members 
Mstep: Class 23 contains 9192 members 
Mstep: Class 24 contains 220261 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 4645 members 
Mstep: Class 27 contains 10148 members 
Mstep: Class 28 contains 45359 members 
Entering Unmasked Estep 
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Score: -156031872.000000 Penalty: 97997.882812
Iteration 169Q: 29 clusters Score -1.560319e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215825 members 
Mstep: Class 2 contains 62836 members 
Mstep: Class 3 contains 8873 members 
Mstep: Class 4 contains 44979 members 
Mstep: Class 5 contains 6142 members 
Mstep: Class 6 contains 20601 members 
Mstep: Class 7 contains 34027 members 
Mstep: Class 8 contains 14409 members 
Mstep: Class 9 contains 20300 members 
Mstep: Class 10 contains 35707 members 
Mstep: Class 11 contains 44315 members 
Mstep: Class 12 contains 9940 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 66038 members 
Mstep: Class 15 contains 164510 members 
Mstep: Class 16 contains 94523 members 
Mstep: Class 17 contains 5024 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 185446 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4231 members 
Mstep: Class 22 contains 5185 members 
Mstep: Class 23 contains 9195 members 
Mstep: Class 24 contains 220134 members 
Mstep: Class 25 contains 5528 members 
Mstep: Class 26 contains 4645 members 
Mstep: Class 27 contains 10237 members 
Mstep: Class 28 contains 45955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156031856.000000 Penalty: 97997.882812
Iteration 170Q: 29 clusters Score -1.560319e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215778 members 
Mstep: Class 2 contains 62796 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 45112 members 
Mstep: Class 5 contains 6148 members 
Mstep: Class 6 contains 20599 members 
Mstep: Class 7 contains 34049 members 
Mstep: Class 8 contains 14418 members 
Mstep: Class 9 contains 20299 members 
Mstep: Class 10 contains 35671 members 
Mstep: Class 11 contains 44319 members 
Mstep: Class 12 contains 9940 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 65977 members 
Mstep: Class 15 contains 164458 members 
Mstep: Class 16 contains 94526 members 
Mstep: Class 17 contains 5012 members 
Mstep: Class 18 contains 3828 members 
Mstep: Class 19 contains 184894 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4231 members 
Mstep: Class 22 contains 5185 members 
Mstep: Class 23 contains 9201 members 
Mstep: Class 24 contains 220020 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 4645 members 
Mstep: Class 27 contains 10332 members 
Mstep: Class 28 contains 46547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156031840.000000 Penalty: 97997.882812
Iteration 171Q: 29 clusters Score -1.560318e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215739 members 
Mstep: Class 2 contains 62753 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 45224 members 
Mstep: Class 5 contains 6149 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34068 members 
Mstep: Class 8 contains 14421 members 
Mstep: Class 9 contains 20290 members 
Mstep: Class 10 contains 35642 members 
Mstep: Class 11 contains 44319 members 
Mstep: Class 12 contains 9937 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 65908 members 
Mstep: Class 15 contains 164410 members 
Mstep: Class 16 contains 94525 members 
Mstep: Class 17 contains 4989 members 
Mstep: Class 18 contains 3833 members 
Mstep: Class 19 contains 184420 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4230 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9203 members 
Mstep: Class 24 contains 219919 members 
Mstep: Class 25 contains 5570 members 
Mstep: Class 26 contains 4647 members 
Mstep: Class 27 contains 10436 members 
Mstep: Class 28 contains 47095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156032432.000000 Penalty: 97997.882812
Iteration 172Q: 29 clusters Score -1.560324e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215707 members 
Mstep: Class 2 contains 62694 members 
Mstep: Class 3 contains 8950 members 
Mstep: Class 4 contains 45338 members 
Mstep: Class 5 contains 6158 members 
Mstep: Class 6 contains 20603 members 
Mstep: Class 7 contains 34104 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 20283 members 
Mstep: Class 10 contains 35609 members 
Mstep: Class 11 contains 44319 members 
Mstep: Class 12 contains 9936 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 65846 members 
Mstep: Class 15 contains 164332 members 
Mstep: Class 16 contains 94527 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 183989 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4230 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9207 members 
Mstep: Class 24 contains 219830 members 
Mstep: Class 25 contains 5587 members 
Mstep: Class 26 contains 4646 members 
Mstep: Class 27 contains 10538 members 
Mstep: Class 28 contains 47586 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 29 clusters Score -1.56033e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215675 members 
Mstep: Class 2 contains 62638 members 
Mstep: Class 3 contains 8973 members 
Mstep: Class 4 contains 45445 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 20606 members 
Mstep: Class 7 contains 34132 members 
Mstep: Class 8 contains 14418 members 
Mstep: Class 9 contains 20272 members 
Mstep: Class 10 contains 35589 members 
Mstep: Class 11 contains 44328 members 
Mstep: Class 12 contains 9938 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 65788 members 
Mstep: Class 15 contains 164269 members 
Mstep: Class 16 contains 94538 members 
Mstep: Class 17 contains 4949 members 
Mstep: Class 18 contains 3834 members 
Mstep: Class 19 contains 183571 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4230 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9211 members 
Mstep: Class 24 contains 219719 members 
Mstep: Class 25 contains 5610 members 
Mstep: Class 26 contains 4647 members 
Mstep: Class 27 contains 10633 members 
Mstep: Class 28 contains 48073 members 
Entering Unmasked Estep 
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Score: -156033312.000000 Penalty: 97997.882812
Iteration 174Q: 29 clusters Score -1.560333e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215640 members 
Mstep: Class 2 contains 62591 members 
Mstep: Class 3 contains 8987 members 
Mstep: Class 4 contains 45561 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 20607 members 
Mstep: Class 7 contains 34164 members 
Mstep: Class 8 contains 14416 members 
Mstep: Class 9 contains 20259 members 
Mstep: Class 10 contains 35579 members 
Mstep: Class 11 contains 44332 members 
Mstep: Class 12 contains 9938 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 65740 members 
Mstep: Class 15 contains 164172 members 
Mstep: Class 16 contains 94550 members 
Mstep: Class 17 contains 4911 members 
Mstep: Class 18 contains 3839 members 
Mstep: Class 19 contains 183196 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4231 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9217 members 
Mstep: Class 24 contains 219613 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 4652 members 
Mstep: Class 27 contains 10742 members 
Mstep: Class 28 contains 48523 members 
Entering Unmasked Estep 
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Iteration 175Q: 29 clusters Score -1.560335e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215612 members 
Mstep: Class 2 contains 62564 members 
Mstep: Class 3 contains 9008 members 
Mstep: Class 4 contains 45684 members 
Mstep: Class 5 contains 6169 members 
Mstep: Class 6 contains 20606 members 
Mstep: Class 7 contains 34205 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 20241 members 
Mstep: Class 10 contains 35563 members 
Mstep: Class 11 contains 44339 members 
Mstep: Class 12 contains 9942 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 65671 members 
Mstep: Class 15 contains 164085 members 
Mstep: Class 16 contains 94553 members 
Mstep: Class 17 contains 4872 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 182838 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4231 members 
Mstep: Class 22 contains 5182 members 
Mstep: Class 23 contains 9224 members 
Mstep: Class 24 contains 219493 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 4658 members 
Mstep: Class 27 contains 10849 members 
Mstep: Class 28 contains 48948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156034096.000000 Penalty: 97997.882812
Iteration 176Q: 29 clusters Score -1.560341e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215601 members 
Mstep: Class 2 contains 62521 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 45801 members 
Mstep: Class 5 contains 6184 members 
Mstep: Class 6 contains 20609 members 
Mstep: Class 7 contains 34241 members 
Mstep: Class 8 contains 14430 members 
Mstep: Class 9 contains 20229 members 
Mstep: Class 10 contains 35538 members 
Mstep: Class 11 contains 44342 members 
Mstep: Class 12 contains 9942 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65588 members 
Mstep: Class 15 contains 164012 members 
Mstep: Class 16 contains 94558 members 
Mstep: Class 17 contains 4841 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 182467 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4231 members 
Mstep: Class 22 contains 5182 members 
Mstep: Class 23 contains 9229 members 
Mstep: Class 24 contains 219408 members 
Mstep: Class 25 contains 5635 members 
Mstep: Class 26 contains 4662 members 
Mstep: Class 27 contains 10945 members 
Mstep: Class 28 contains 49358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156034320.000000 Penalty: 97997.882812
Iteration 177Q: 29 clusters Score -1.560343e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215580 members 
Mstep: Class 2 contains 62493 members 
Mstep: Class 3 contains 9063 members 
Mstep: Class 4 contains 45910 members 
Mstep: Class 5 contains 6193 members 
Mstep: Class 6 contains 20610 members 
Mstep: Class 7 contains 34272 members 
Mstep: Class 8 contains 14434 members 
Mstep: Class 9 contains 20211 members 
Mstep: Class 10 contains 35511 members 
Mstep: Class 11 contains 44344 members 
Mstep: Class 12 contains 9947 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65524 members 
Mstep: Class 15 contains 163949 members 
Mstep: Class 16 contains 94555 members 
Mstep: Class 17 contains 4812 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 182133 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4230 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9233 members 
Mstep: Class 24 contains 219337 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 4666 members 
Mstep: Class 27 contains 11039 members 
Mstep: Class 28 contains 49717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156034416.000000 Penalty: 97997.882812
Iteration 178Q: 29 clusters Score -1.560344e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215573 members 
Mstep: Class 2 contains 62465 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 46019 members 
Mstep: Class 5 contains 6200 members 
Mstep: Class 6 contains 20614 members 
Mstep: Class 7 contains 34316 members 
Mstep: Class 8 contains 14438 members 
Mstep: Class 9 contains 20191 members 
Mstep: Class 10 contains 35477 members 
Mstep: Class 11 contains 44345 members 
Mstep: Class 12 contains 9950 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65470 members 
Mstep: Class 15 contains 163873 members 
Mstep: Class 16 contains 94563 members 
Mstep: Class 17 contains 4776 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 181854 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4230 members 
Mstep: Class 22 contains 5185 members 
Mstep: Class 23 contains 9241 members 
Mstep: Class 24 contains 219259 members 
Mstep: Class 25 contains 5643 members 
Mstep: Class 26 contains 4669 members 
Mstep: Class 27 contains 11126 members 
Mstep: Class 28 contains 50041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156034960.000000 Penalty: 97997.882812
Iteration 179Q: 29 clusters Score -1.56035e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215525 members 
Mstep: Class 2 contains 62432 members 
Mstep: Class 3 contains 9083 members 
Mstep: Class 4 contains 46120 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 20614 members 
Mstep: Class 7 contains 34354 members 
Mstep: Class 8 contains 14443 members 
Mstep: Class 9 contains 20178 members 
Mstep: Class 10 contains 35454 members 
Mstep: Class 11 contains 44356 members 
Mstep: Class 12 contains 9950 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65419 members 
Mstep: Class 15 contains 163803 members 
Mstep: Class 16 contains 94574 members 
Mstep: Class 17 contains 4758 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 181608 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4230 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9248 members 
Mstep: Class 24 contains 219168 members 
Mstep: Class 25 contains 5650 members 
Mstep: Class 26 contains 4672 members 
Mstep: Class 27 contains 11211 members 
Mstep: Class 28 contains 50351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156034928.000000 Penalty: 97997.882812
Iteration 180F: 29 clusters Score -1.560349e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 62389 members 
Mstep: Class 3 contains 9108 members 
Mstep: Class 4 contains 46212 members 
Mstep: Class 5 contains 6210 members 
Mstep: Class 6 contains 20617 members 
Mstep: Class 7 contains 34385 members 
Mstep: Class 8 contains 14445 members 
Mstep: Class 9 contains 20163 members 
Mstep: Class 10 contains 35427 members 
Mstep: Class 11 contains 44358 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 65384 members 
Mstep: Class 15 contains 163743 members 
Mstep: Class 16 contains 94586 members 
Mstep: Class 17 contains 4739 members 
Mstep: Class 18 contains 3846 members 
Mstep: Class 19 contains 181380 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4230 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9256 members 
Mstep: Class 24 contains 219071 members 
Mstep: Class 25 contains 5650 members 
Mstep: Class 26 contains 4675 members 
Mstep: Class 27 contains 11284 members 
Mstep: Class 28 contains 50643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156035472.000000 Penalty: 97997.882812
Iteration 181Q: 29 clusters Score -1.560355e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215443 members 
Mstep: Class 2 contains 62355 members 
Mstep: Class 3 contains 9115 members 
Mstep: Class 4 contains 46311 members 
Mstep: Class 5 contains 6215 members 
Mstep: Class 6 contains 20622 members 
Mstep: Class 7 contains 34411 members 
Mstep: Class 8 contains 14447 members 
Mstep: Class 9 contains 20157 members 
Mstep: Class 10 contains 35404 members 
Mstep: Class 11 contains 44362 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 65356 members 
Mstep: Class 15 contains 163689 members 
Mstep: Class 16 contains 94595 members 
Mstep: Class 17 contains 4729 members 
Mstep: Class 18 contains 3851 members 
Mstep: Class 19 contains 181175 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4229 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9259 members 
Mstep: Class 24 contains 218982 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 4679 members 
Mstep: Class 27 contains 11345 members 
Mstep: Class 28 contains 50907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156035728.000000 Penalty: 97997.882812
Iteration 182Q: 29 clusters Score -1.560357e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215414 members 
Mstep: Class 2 contains 62334 members 
Mstep: Class 3 contains 9126 members 
Mstep: Class 4 contains 46410 members 
Mstep: Class 5 contains 6218 members 
Mstep: Class 6 contains 20622 members 
Mstep: Class 7 contains 34432 members 
Mstep: Class 8 contains 14453 members 
Mstep: Class 9 contains 20141 members 
Mstep: Class 10 contains 35382 members 
Mstep: Class 11 contains 44363 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 65338 members 
Mstep: Class 15 contains 163643 members 
Mstep: Class 16 contains 94587 members 
Mstep: Class 17 contains 4721 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 180987 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4228 members 
Mstep: Class 22 contains 5185 members 
Mstep: Class 23 contains 9261 members 
Mstep: Class 24 contains 218893 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 4683 members 
Mstep: Class 27 contains 11408 members 
Mstep: Class 28 contains 51133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156035840.000000 Penalty: 97997.882812
Iteration 183Q: 29 clusters Score -1.560358e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215388 members 
Mstep: Class 2 contains 62308 members 
Mstep: Class 3 contains 9155 members 
Mstep: Class 4 contains 46516 members 
Mstep: Class 5 contains 6222 members 
Mstep: Class 6 contains 20621 members 
Mstep: Class 7 contains 34447 members 
Mstep: Class 8 contains 14459 members 
Mstep: Class 9 contains 20121 members 
Mstep: Class 10 contains 35370 members 
Mstep: Class 11 contains 44348 members 
Mstep: Class 12 contains 9950 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 65327 members 
Mstep: Class 15 contains 163599 members 
Mstep: Class 16 contains 94586 members 
Mstep: Class 17 contains 4718 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 180776 members 
Mstep: Class 20 contains 2737 members 
Mstep: Class 21 contains 4226 members 
Mstep: Class 22 contains 5185 members 
Mstep: Class 23 contains 9263 members 
Mstep: Class 24 contains 218824 members 
Mstep: Class 25 contains 5665 members 
Mstep: Class 26 contains 4685 members 
Mstep: Class 27 contains 11465 members 
Mstep: Class 28 contains 51344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036000.000000 Penalty: 97997.882812
Iteration 184Q: 29 clusters Score -1.56036e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215375 members 
Mstep: Class 2 contains 62258 members 
Mstep: Class 3 contains 9178 members 
Mstep: Class 4 contains 46631 members 
Mstep: Class 5 contains 6224 members 
Mstep: Class 6 contains 20619 members 
Mstep: Class 7 contains 34466 members 
Mstep: Class 8 contains 14462 members 
Mstep: Class 9 contains 20108 members 
Mstep: Class 10 contains 35343 members 
Mstep: Class 11 contains 44344 members 
Mstep: Class 12 contains 9950 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 65319 members 
Mstep: Class 15 contains 163561 members 
Mstep: Class 16 contains 94580 members 
Mstep: Class 17 contains 4706 members 
Mstep: Class 18 contains 3862 members 
Mstep: Class 19 contains 180619 members 
Mstep: Class 20 contains 2737 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9265 members 
Mstep: Class 24 contains 218733 members 
Mstep: Class 25 contains 5671 members 
Mstep: Class 26 contains 4685 members 
Mstep: Class 27 contains 11524 members 
Mstep: Class 28 contains 51535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036176.000000 Penalty: 97997.882812
Iteration 185Q: 29 clusters Score -1.560362e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215352 members 
Mstep: Class 2 contains 62210 members 
Mstep: Class 3 contains 9211 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 6229 members 
Mstep: Class 6 contains 20620 members 
Mstep: Class 7 contains 34481 members 
Mstep: Class 8 contains 14466 members 
Mstep: Class 9 contains 20100 members 
Mstep: Class 10 contains 35335 members 
Mstep: Class 11 contains 44344 members 
Mstep: Class 12 contains 9950 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 65311 members 
Mstep: Class 15 contains 163515 members 
Mstep: Class 16 contains 94577 members 
Mstep: Class 17 contains 4687 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 180510 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9266 members 
Mstep: Class 24 contains 218625 members 
Mstep: Class 25 contains 5673 members 
Mstep: Class 26 contains 4687 members 
Mstep: Class 27 contains 11580 members 
Mstep: Class 28 contains 51670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036224.000000 Penalty: 97997.882812
Iteration 186Q: 29 clusters Score -1.560362e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215330 members 
Mstep: Class 2 contains 62183 members 
Mstep: Class 3 contains 9232 members 
Mstep: Class 4 contains 46866 members 
Mstep: Class 5 contains 6235 members 
Mstep: Class 6 contains 20618 members 
Mstep: Class 7 contains 34499 members 
Mstep: Class 8 contains 14475 members 
Mstep: Class 9 contains 20086 members 
Mstep: Class 10 contains 35325 members 
Mstep: Class 11 contains 44349 members 
Mstep: Class 12 contains 9951 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 65301 members 
Mstep: Class 15 contains 163462 members 
Mstep: Class 16 contains 94578 members 
Mstep: Class 17 contains 4676 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 180417 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9268 members 
Mstep: Class 24 contains 218541 members 
Mstep: Class 25 contains 5678 members 
Mstep: Class 26 contains 4689 members 
Mstep: Class 27 contains 11615 members 
Mstep: Class 28 contains 51772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036640.000000 Penalty: 97997.882812
Iteration 187Q: 29 clusters Score -1.560366e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215318 members 
Mstep: Class 2 contains 62148 members 
Mstep: Class 3 contains 9243 members 
Mstep: Class 4 contains 46992 members 
Mstep: Class 5 contains 6244 members 
Mstep: Class 6 contains 20616 members 
Mstep: Class 7 contains 34503 members 
Mstep: Class 8 contains 14489 members 
Mstep: Class 9 contains 20081 members 
Mstep: Class 10 contains 35307 members 
Mstep: Class 11 contains 44349 members 
Mstep: Class 12 contains 9951 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 65299 members 
Mstep: Class 15 contains 163406 members 
Mstep: Class 16 contains 94573 members 
Mstep: Class 17 contains 4675 members 
Mstep: Class 18 contains 3879 members 
Mstep: Class 19 contains 180331 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4226 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9272 members 
Mstep: Class 24 contains 218450 members 
Mstep: Class 25 contains 5683 members 
Mstep: Class 26 contains 4691 members 
Mstep: Class 27 contains 11647 members 
Mstep: Class 28 contains 51872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036464.000000 Penalty: 97997.882812
Iteration 188Q: 29 clusters Score -1.560365e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215285 members 
Mstep: Class 2 contains 62119 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 47116 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 6 contains 20612 members 
Mstep: Class 7 contains 34509 members 
Mstep: Class 8 contains 14495 members 
Mstep: Class 9 contains 20077 members 
Mstep: Class 10 contains 35291 members 
Mstep: Class 11 contains 44352 members 
Mstep: Class 12 contains 9951 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 65292 members 
Mstep: Class 15 contains 163382 members 
Mstep: Class 16 contains 94572 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 3880 members 
Mstep: Class 19 contains 180285 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9276 members 
Mstep: Class 24 contains 218349 members 
Mstep: Class 25 contains 5690 members 
Mstep: Class 26 contains 4692 members 
Mstep: Class 27 contains 11662 members 
Mstep: Class 28 contains 51953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036608.000000 Penalty: 97997.882812
Iteration 189Q: 29 clusters Score -1.560366e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215277 members 
Mstep: Class 2 contains 62083 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 47243 members 
Mstep: Class 5 contains 6253 members 
Mstep: Class 6 contains 20611 members 
Mstep: Class 7 contains 34519 members 
Mstep: Class 8 contains 14496 members 
Mstep: Class 9 contains 20067 members 
Mstep: Class 10 contains 35277 members 
Mstep: Class 11 contains 44356 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 65283 members 
Mstep: Class 15 contains 163358 members 
Mstep: Class 16 contains 94577 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 180257 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9279 members 
Mstep: Class 24 contains 218222 members 
Mstep: Class 25 contains 5700 members 
Mstep: Class 26 contains 4696 members 
Mstep: Class 27 contains 11680 members 
Mstep: Class 28 contains 52012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036800.000000 Penalty: 97997.882812
Iteration 190Q: 29 clusters Score -1.560368e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215257 members 
Mstep: Class 2 contains 62050 members 
Mstep: Class 3 contains 9271 members 
Mstep: Class 4 contains 47363 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 20612 members 
Mstep: Class 7 contains 34541 members 
Mstep: Class 8 contains 14499 members 
Mstep: Class 9 contains 20064 members 
Mstep: Class 10 contains 35271 members 
Mstep: Class 11 contains 44354 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 65279 members 
Mstep: Class 15 contains 163317 members 
Mstep: Class 16 contains 94577 members 
Mstep: Class 17 contains 4676 members 
Mstep: Class 18 contains 3886 members 
Mstep: Class 19 contains 180219 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9284 members 
Mstep: Class 24 contains 218116 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 11697 members 
Mstep: Class 28 contains 52068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036640.000000 Penalty: 97997.882812
Iteration 191Q: 29 clusters Score -1.560366e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215245 members 
Mstep: Class 2 contains 62010 members 
Mstep: Class 3 contains 9275 members 
Mstep: Class 4 contains 47470 members 
Mstep: Class 5 contains 6263 members 
Mstep: Class 6 contains 20612 members 
Mstep: Class 7 contains 34560 members 
Mstep: Class 8 contains 14498 members 
Mstep: Class 9 contains 20066 members 
Mstep: Class 10 contains 35266 members 
Mstep: Class 11 contains 44349 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 65278 members 
Mstep: Class 15 contains 163290 members 
Mstep: Class 16 contains 94575 members 
Mstep: Class 17 contains 4675 members 
Mstep: Class 18 contains 3886 members 
Mstep: Class 19 contains 180175 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9290 members 
Mstep: Class 24 contains 218027 members 
Mstep: Class 25 contains 5718 members 
Mstep: Class 26 contains 4710 members 
Mstep: Class 27 contains 11701 members 
Mstep: Class 28 contains 52129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036864.000000 Penalty: 97997.882812
Iteration 192Q: 29 clusters Score -1.560369e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215238 members 
Mstep: Class 2 contains 61969 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 4 contains 47585 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 6 contains 20612 members 
Mstep: Class 7 contains 34578 members 
Mstep: Class 8 contains 14501 members 
Mstep: Class 9 contains 20063 members 
Mstep: Class 10 contains 35256 members 
Mstep: Class 11 contains 44346 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65275 members 
Mstep: Class 15 contains 163269 members 
Mstep: Class 16 contains 94571 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 180130 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9295 members 
Mstep: Class 24 contains 217936 members 
Mstep: Class 25 contains 5722 members 
Mstep: Class 26 contains 4718 members 
Mstep: Class 27 contains 11710 members 
Mstep: Class 28 contains 52180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036592.000000 Penalty: 97997.882812
Iteration 193Q: 29 clusters Score -1.560366e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215223 members 
Mstep: Class 2 contains 61930 members 
Mstep: Class 3 contains 9287 members 
Mstep: Class 4 contains 47692 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 20611 members 
Mstep: Class 7 contains 34593 members 
Mstep: Class 8 contains 14503 members 
Mstep: Class 9 contains 20053 members 
Mstep: Class 10 contains 35248 members 
Mstep: Class 11 contains 44348 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65275 members 
Mstep: Class 15 contains 163255 members 
Mstep: Class 16 contains 94572 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 180103 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 5186 members 
Mstep: Class 23 contains 9296 members 
Mstep: Class 24 contains 217848 members 
Mstep: Class 25 contains 5730 members 
Mstep: Class 26 contains 4721 members 
Mstep: Class 27 contains 11724 members 
Mstep: Class 28 contains 52224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036896.000000 Penalty: 97997.882812
Iteration 194Q: 29 clusters Score -1.560369e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215208 members 
Mstep: Class 2 contains 61905 members 
Mstep: Class 3 contains 9293 members 
Mstep: Class 4 contains 47828 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 20614 members 
Mstep: Class 7 contains 34611 members 
Mstep: Class 8 contains 14501 members 
Mstep: Class 9 contains 20048 members 
Mstep: Class 10 contains 35231 members 
Mstep: Class 11 contains 44345 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65280 members 
Mstep: Class 15 contains 163242 members 
Mstep: Class 16 contains 94577 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 180064 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 5186 members 
Mstep: Class 23 contains 9298 members 
Mstep: Class 24 contains 217720 members 
Mstep: Class 25 contains 5737 members 
Mstep: Class 26 contains 4721 members 
Mstep: Class 27 contains 11739 members 
Mstep: Class 28 contains 52283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036864.000000 Penalty: 97997.882812
Iteration 195Q: 29 clusters Score -1.560369e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215211 members 
Mstep: Class 2 contains 61879 members 
Mstep: Class 3 contains 9298 members 
Mstep: Class 4 contains 47979 members 
Mstep: Class 5 contains 6270 members 
Mstep: Class 6 contains 20615 members 
Mstep: Class 7 contains 34623 members 
Mstep: Class 8 contains 14501 members 
Mstep: Class 9 contains 20041 members 
Mstep: Class 10 contains 35215 members 
Mstep: Class 11 contains 44341 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65272 members 
Mstep: Class 15 contains 163232 members 
Mstep: Class 16 contains 94573 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 180034 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5186 members 
Mstep: Class 23 contains 9298 members 
Mstep: Class 24 contains 217585 members 
Mstep: Class 25 contains 5745 members 
Mstep: Class 26 contains 4722 members 
Mstep: Class 27 contains 11754 members 
Mstep: Class 28 contains 52326 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 196Q: 29 clusters Score -1.560371e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215223 members 
Mstep: Class 2 contains 61841 members 
Mstep: Class 3 contains 9306 members 
Mstep: Class 4 contains 48128 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 20613 members 
Mstep: Class 7 contains 34636 members 
Mstep: Class 8 contains 14502 members 
Mstep: Class 9 contains 20028 members 
Mstep: Class 10 contains 35197 members 
Mstep: Class 11 contains 44340 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65273 members 
Mstep: Class 15 contains 163222 members 
Mstep: Class 16 contains 94570 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 179996 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 5186 members 
Mstep: Class 23 contains 9299 members 
Mstep: Class 24 contains 217457 members 
Mstep: Class 25 contains 5751 members 
Mstep: Class 26 contains 4722 members 
Mstep: Class 27 contains 11762 members 
Mstep: Class 28 contains 52376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037184.000000 Penalty: 97997.882812
Iteration 197Q: 29 clusters Score -1.560372e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215238 members 
Mstep: Class 2 contains 61802 members 
Mstep: Class 3 contains 9310 members 
Mstep: Class 4 contains 48256 members 
Mstep: Class 5 contains 6278 members 
Mstep: Class 6 contains 20611 members 
Mstep: Class 7 contains 34647 members 
Mstep: Class 8 contains 14505 members 
Mstep: Class 9 contains 20020 members 
Mstep: Class 10 contains 35180 members 
Mstep: Class 11 contains 44334 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65275 members 
Mstep: Class 15 contains 163214 members 
Mstep: Class 16 contains 94569 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 3885 members 
Mstep: Class 19 contains 179979 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5186 members 
Mstep: Class 23 contains 9301 members 
Mstep: Class 24 contains 217331 members 
Mstep: Class 25 contains 5760 members 
Mstep: Class 26 contains 4722 members 
Mstep: Class 27 contains 11772 members 
Mstep: Class 28 contains 52414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037008.000000 Penalty: 97997.882812
Iteration 198Q: 29 clusters Score -1.56037e+08 nChanged 400
Entering ConstructFrom: 
Score: -156037008.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (215236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215236 members 
Entering Unmasked Estep 
Score: -25460072.000000 Penalty: 3045.313721
	Iteration 0F: 2 clusters Score -2.546007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107650 members 
Mstep: Class 2 contains 107586 members 
Entering Unmasked Estep 
Score: -25324744.000000 Penalty: 6090.627441
	Iteration 0F: 3 clusters Score -2.532474e+07 nChanged 103678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108066 members 
Mstep: Class 2 contains 107170 members 
Entering Unmasked Estep 
Score: -25385580.000000 Penalty: 6090.627441
	Iteration 1F: 3 clusters Score -2.538558e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108478 members 
Mstep: Class 2 contains 106758 members 
Entering Unmasked Estep 
Score: -25387424.000000 Penalty: 6090.627441
	Iteration 2Q: 3 clusters Score -2.538742e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109146 members 
Mstep: Class 2 contains 106090 members 
Entering Unmasked Estep 
Score: -25389912.000000 Penalty: 6090.627441
	Iteration 3Q: 3 clusters Score -2.538991e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109904 members 
Mstep: Class 2 contains 105332 members 
Entering Unmasked Estep 
Score: -25393386.000000 Penalty: 6090.627441
	Iteration 4Q: 3 clusters Score -2.539339e+07 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110461 members 
Mstep: Class 2 contains 104775 members 
Entering Unmasked Estep 
Score: -25397974.000000 Penalty: 6090.627441
	Iteration 5Q: 3 clusters Score -2.539797e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110255 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -25403748.000000 Penalty: 6090.627441
	Iteration 6F: 3 clusters Score -2.540375e+07 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108774 members 
Mstep: Class 2 contains 106462 members 
Entering Unmasked Estep 
Score: -25410624.000000 Penalty: 6090.627441
	Iteration 7F: 3 clusters Score -2.541062e+07 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106062 members 
Mstep: Class 2 contains 109174 members 
Entering Unmasked Estep 
Score: -25418878.000000 Penalty: 6090.627441
	Iteration 8F: 3 clusters Score -2.541888e+07 nChanged 12961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102135 members 
Mstep: Class 2 contains 113101 members 
Entering Unmasked Estep 
Score: -25428186.000000 Penalty: 6090.627441
	Iteration 9F: 3 clusters Score -2.542819e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 117156 members 
Entering Unmasked Estep 
Score: -25435388.000000 Penalty: 6090.627441
	Iteration 10F: 3 clusters Score -2.543539e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94377 members 
Mstep: Class 2 contains 120859 members 
Entering Unmasked Estep 
Score: -25439208.000000 Penalty: 6090.627441
	Iteration 11Q: 3 clusters Score -2.543921e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 124224 members 
Entering Unmasked Estep 
Score: -25441018.000000 Penalty: 6090.627441
	Iteration 12Q: 3 clusters Score -2.544102e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87839 members 
Mstep: Class 2 contains 127397 members 
Entering Unmasked Estep 
Score: -25442204.000000 Penalty: 6090.627441
	Iteration 13Q: 3 clusters Score -2.54422e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 130616 members 
Entering Unmasked Estep 
Score: -25443068.000000 Penalty: 6090.627441
	Iteration 14Q: 3 clusters Score -2.544307e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 134004 members 
Entering Unmasked Estep 
Score: -25444178.000000 Penalty: 6090.627441
	Iteration 15Q: 3 clusters Score -2.544418e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 137452 members 
Entering Unmasked Estep 
Score: -25445360.000000 Penalty: 6090.627441
	Iteration 16Q: 3 clusters Score -2.544536e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 141003 members 
Entering Unmasked Estep 
Score: -25446654.000000 Penalty: 6090.627441
	Iteration 17Q: 3 clusters Score -2.544665e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70480 members 
Mstep: Class 2 contains 144756 members 
Entering Unmasked Estep 
Score: -25448012.000000 Penalty: 6090.627441
	Iteration 18Q: 3 clusters Score -2.544801e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 148449 members 
Entering Unmasked Estep 
Score: -25449274.000000 Penalty: 6090.627441
	Iteration 19Q: 3 clusters Score -2.544927e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 152154 members 
Entering Unmasked Estep 
Score: -25450700.000000 Penalty: 6090.627441
	Iteration 20F: 3 clusters Score -2.54507e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 155734 members 
Entering Unmasked Estep 
Score: -25451830.000000 Penalty: 6090.627441
	Iteration 21Q: 3 clusters Score -2.545183e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 159157 members 
Entering Unmasked Estep 
Score: -25452966.000000 Penalty: 6090.627441
	Iteration 22Q: 3 clusters Score -2.545297e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 162385 members 
Entering Unmasked Estep 
Score: -25453930.000000 Penalty: 6090.627441
	Iteration 23Q: 3 clusters Score -2.545393e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 165448 members 
Entering Unmasked Estep 
Score: -25454794.000000 Penalty: 6090.627441
	Iteration 24Q: 3 clusters Score -2.545479e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 168256 members 
Entering Unmasked Estep 
Score: -25455594.000000 Penalty: 6090.627441
	Iteration 25Q: 3 clusters Score -2.545559e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 170843 members 
Entering Unmasked Estep 
Score: -25456288.000000 Penalty: 6090.627441
	Iteration 26Q: 3 clusters Score -2.545629e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 173258 members 
Entering Unmasked Estep 
Score: -25457024.000000 Penalty: 6090.627441
	Iteration 27Q: 3 clusters Score -2.545702e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 175528 members 
Entering Unmasked Estep 
Score: -25457670.000000 Penalty: 6090.627441
	Iteration 28Q: 3 clusters Score -2.545767e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 177617 members 
Entering Unmasked Estep 
Score: -25458002.000000 Penalty: 6090.627441
	Iteration 29Q: 3 clusters Score -2.5458e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 179571 members 
Entering Unmasked Estep 
Score: -25458360.000000 Penalty: 6090.627441
	Iteration 30Q: 3 clusters Score -2.545836e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 181438 members 
Entering Unmasked Estep 
Score: -25458614.000000 Penalty: 6090.627441
	Iteration 31Q: 3 clusters Score -2.545861e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 183098 members 
Entering Unmasked Estep 
Score: -25458930.000000 Penalty: 6090.627441
	Iteration 32Q: 3 clusters Score -2.545893e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 184556 members 
Entering Unmasked Estep 
Score: -25459102.000000 Penalty: 6090.627441
	Iteration 33Q: 3 clusters Score -2.54591e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 185910 members 
Entering Unmasked Estep 
Score: -25459290.000000 Penalty: 6090.627441
	Iteration 34Q: 3 clusters Score -2.545929e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 187145 members 
Entering Unmasked Estep 
Score: -25459370.000000 Penalty: 6090.627441
	Iteration 35Q: 3 clusters Score -2.545937e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 188227 members 
Entering Unmasked Estep 
Score: -25459586.000000 Penalty: 6090.627441
	Iteration 36Q: 3 clusters Score -2.545959e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 189242 members 
Entering Unmasked Estep 
Score: -25459676.000000 Penalty: 6090.627441
	Iteration 37Q: 3 clusters Score -2.545968e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 190186 members 
Entering Unmasked Estep 
Score: -25459764.000000 Penalty: 6090.627441
	Iteration 38Q: 3 clusters Score -2.545976e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 191091 members 
Entering Unmasked Estep 
Score: -25459874.000000 Penalty: 6090.627441
	Iteration 39Q: 3 clusters Score -2.545987e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 191940 members 
Entering Unmasked Estep 
Score: -25460000.000000 Penalty: 6090.627441
	Iteration 40F: 3 clusters Score -2.546e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 192706 members 
Entering Unmasked Estep 
Score: -25459984.000000 Penalty: 6090.627441
	Iteration 41Q: 3 clusters Score -2.545998e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 193434 members 
Entering Unmasked Estep 
Score: -25460010.000000 Penalty: 6090.627441
	Iteration 42Q: 3 clusters Score -2.546001e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 194078 members 
Entering Unmasked Estep 
Score: -25460050.000000 Penalty: 6090.627441
	Iteration 43Q: 3 clusters Score -2.546005e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 194680 members 
Entering Unmasked Estep 
Score: -25460048.000000 Penalty: 6090.627441
	Iteration 44Q: 3 clusters Score -2.546005e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 195218 members 
Entering Unmasked Estep 
Score: -25460122.000000 Penalty: 6090.627441
	Iteration 45Q: 3 clusters Score -2.546012e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 195769 members 
Entering Unmasked Estep 
Score: -25460076.000000 Penalty: 6090.627441
	Iteration 46Q: 3 clusters Score -2.546008e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 196257 members 
Entering Unmasked Estep 
Score: -25460072.000000 Penalty: 6090.627441
	Iteration 47Q: 3 clusters Score -2.546007e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 196705 members 
Entering Unmasked Estep 
Score: -25460042.000000 Penalty: 6090.627441
	Iteration 48Q: 3 clusters Score -2.546004e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 197144 members 
Entering Unmasked Estep 
Score: -25460018.000000 Penalty: 6090.627441
	Iteration 49Q: 3 clusters Score -2.546002e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 197557 members 
Entering Unmasked Estep 
Score: -25460012.000000 Penalty: 6090.627441
	Iteration 50Q: 3 clusters Score -2.546001e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 197934 members 
Entering Unmasked Estep 
Score: -25459936.000000 Penalty: 6090.627441
	Iteration 51Q: 3 clusters Score -2.545994e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 198301 members 
Entering Unmasked Estep 
Score: -25459936.000000 Penalty: 6090.627441
	Iteration 52Q: 3 clusters Score -2.545994e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 198677 members 
Entering Unmasked Estep 
Score: -25459848.000000 Penalty: 6090.627441
	Iteration 53Q: 3 clusters Score -2.545985e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 199023 members 
Entering Unmasked Estep 
Score: -25459752.000000 Penalty: 6090.627441
	Iteration 54Q: 3 clusters Score -2.545975e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 199331 members 
Entering Unmasked Estep 
Score: -25459790.000000 Penalty: 6090.627441
	Iteration 55Q: 3 clusters Score -2.545979e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 199628 members 
Entering Unmasked Estep 
Score: -25459768.000000 Penalty: 6090.627441
	Iteration 56Q: 3 clusters Score -2.545977e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 199891 members 
Entering Unmasked Estep 
Score: -25459830.000000 Penalty: 6090.627441
	Iteration 57Q: 3 clusters Score -2.545983e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 200123 members 
Entering Unmasked Estep 
Score: -25459832.000000 Penalty: 6090.627441
	Iteration 58Q: 3 clusters Score -2.545983e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 200343 members 
Entering Unmasked Estep 
Score: -25459814.000000 Penalty: 6090.627441
	Iteration 59Q: 3 clusters Score -2.545981e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 200547 members 
Entering Unmasked Estep 
Score: -25459766.000000 Penalty: 6090.627441
	Iteration 60F: 3 clusters Score -2.545977e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 200715 members 
Entering Unmasked Estep 
Score: -25459708.000000 Penalty: 6090.627441
	Iteration 61Q: 3 clusters Score -2.545971e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 200861 members 
Entering Unmasked Estep 
Score: -25459698.000000 Penalty: 6090.627441
	Iteration 62Q: 3 clusters Score -2.54597e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 201014 members 
Entering Unmasked Estep 
Score: -25459710.000000 Penalty: 6090.627441
	Iteration 63Q: 3 clusters Score -2.545971e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 201147 members 
Entering Unmasked Estep 
Score: -25459714.000000 Penalty: 6090.627441
	Iteration 64Q: 3 clusters Score -2.545971e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 201291 members 
Entering Unmasked Estep 
Score: -25459746.000000 Penalty: 6090.627441
	Iteration 65Q: 3 clusters Score -2.545975e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 201426 members 
Entering Unmasked Estep 
Score: -25459732.000000 Penalty: 6090.627441
	Iteration 66Q: 3 clusters Score -2.545973e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 201558 members 
Entering Unmasked Estep 
Score: -25459688.000000 Penalty: 6090.627441
	Iteration 67Q: 3 clusters Score -2.545969e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 201663 members 
Entering Unmasked Estep 
Score: -25459622.000000 Penalty: 6090.627441
	Iteration 68Q: 3 clusters Score -2.545962e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 201747 members 
Entering Unmasked Estep 
Score: -25459638.000000 Penalty: 6090.627441
	Iteration 69Q: 3 clusters Score -2.545964e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 201833 members 
Entering Unmasked Estep 
Score: -25459656.000000 Penalty: 6090.627441
	Iteration 70Q: 3 clusters Score -2.545966e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 201908 members 
Entering Unmasked Estep 
Score: -25459658.000000 Penalty: 6090.627441
	Iteration 71Q: 3 clusters Score -2.545966e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 201979 members 
Entering Unmasked Estep 
Score: -25459664.000000 Penalty: 6090.627441
	Iteration 72Q: 3 clusters Score -2.545966e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 202047 members 
Entering Unmasked Estep 
Score: -25459688.000000 Penalty: 6090.627441
	Iteration 73Q: 3 clusters Score -2.545969e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 202117 members 
Entering Unmasked Estep 
Score: -25459630.000000 Penalty: 6090.627441
	Iteration 74Q: 3 clusters Score -2.545963e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 202181 members 
Entering Unmasked Estep 
Score: -25459598.000000 Penalty: 6090.627441
	Iteration 75Q: 3 clusters Score -2.54596e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 202259 members 
Entering Unmasked Estep 
Score: -25459590.000000 Penalty: 6090.627441
	Iteration 76Q: 3 clusters Score -2.545959e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 202335 members 
Entering Unmasked Estep 
Score: -25459630.000000 Penalty: 6090.627441
	Iteration 77Q: 3 clusters Score -2.545963e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 202430 members 
Entering Unmasked Estep 
Score: -25459642.000000 Penalty: 6090.627441
	Iteration 78Q: 3 clusters Score -2.545964e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 202525 members 
Entering Unmasked Estep 
Score: -25459664.000000 Penalty: 6090.627441
	Iteration 79Q: 3 clusters Score -2.545966e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 202618 members 
Entering Unmasked Estep 
Score: -25459662.000000 Penalty: 6090.627441
	Iteration 80F: 3 clusters Score -2.545966e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 202695 members 
Entering Unmasked Estep 
Score: -25459682.000000 Penalty: 6090.627441
	Iteration 81Q: 3 clusters Score -2.545968e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 202764 members 
Entering Unmasked Estep 
Score: -25459674.000000 Penalty: 6090.627441
	Iteration 82Q: 3 clusters Score -2.545967e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 202834 members 
Entering Unmasked Estep 
Score: -25459674.000000 Penalty: 6090.627441
	Iteration 83Q: 3 clusters Score -2.545967e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 202894 members 
Entering Unmasked Estep 
Score: -25459644.000000 Penalty: 6090.627441
	Iteration 84Q: 3 clusters Score -2.545964e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 202958 members 
Entering Unmasked Estep 
Score: -25459634.000000 Penalty: 6090.627441
	Iteration 85Q: 3 clusters Score -2.545963e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 203025 members 
Entering Unmasked Estep 
Score: -25459576.000000 Penalty: 6090.627441
	Iteration 86Q: 3 clusters Score -2.545958e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 203078 members 
Entering Unmasked Estep 
Score: -25459558.000000 Penalty: 6090.627441
	Iteration 87Q: 3 clusters Score -2.545956e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 203123 members 
Entering Unmasked Estep 
Score: -25459582.000000 Penalty: 6090.627441
	Iteration 88Q: 3 clusters Score -2.545958e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 203166 members 
Entering Unmasked Estep 
Score: -25459584.000000 Penalty: 6090.627441
	Iteration 89Q: 3 clusters Score -2.545958e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 203211 members 
Entering Unmasked Estep 
Score: -25459552.000000 Penalty: 6090.627441
	Iteration 90Q: 3 clusters Score -2.545955e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 203266 members 
Entering Unmasked Estep 
Score: -25459550.000000 Penalty: 6090.627441
	Iteration 91Q: 3 clusters Score -2.545955e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 203317 members 
Entering Unmasked Estep 
Score: -25459526.000000 Penalty: 6090.627441
	Iteration 92Q: 3 clusters Score -2.545953e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 203372 members 
Entering Unmasked Estep 
Score: -25459540.000000 Penalty: 6090.627441
	Iteration 93Q: 3 clusters Score -2.545954e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 203420 members 
Entering Unmasked Estep 
Score: -25459546.000000 Penalty: 6090.627441
	Iteration 94Q: 3 clusters Score -2.545955e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 203464 members 
Entering Unmasked Estep 
Score: -25459500.000000 Penalty: 6090.627441
	Iteration 95Q: 3 clusters Score -2.54595e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 203502 members 
Entering Unmasked Estep 
Score: -25459512.000000 Penalty: 6090.627441
	Iteration 96Q: 3 clusters Score -2.545951e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 203540 members 
Entering Unmasked Estep 
Score: -25459546.000000 Penalty: 6090.627441
	Iteration 97Q: 3 clusters Score -2.545955e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 203569 members 
Entering Unmasked Estep 
Score: -25459506.000000 Penalty: 6090.627441
	Iteration 98Q: 3 clusters Score -2.545951e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 203593 members 
Entering Unmasked Estep 
Score: -25459508.000000 Penalty: 6090.627441
	Iteration 99Q: 3 clusters Score -2.545951e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 203617 members 
Entering Unmasked Estep 
Score: -25459520.000000 Penalty: 6090.627441
	Iteration 100F: 3 clusters Score -2.545952e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 203638 members 
Entering Unmasked Estep 
Score: -25459514.000000 Penalty: 6090.627441
	Iteration 101Q: 3 clusters Score -2.545951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 203655 members 
Entering Unmasked Estep 
Score: -25459502.000000 Penalty: 6090.627441
	Iteration 102Q: 3 clusters Score -2.54595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 203668 members 
Entering Unmasked Estep 
Score: -25459500.000000 Penalty: 6090.627441
	Iteration 103Q: 3 clusters Score -2.54595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 203682 members 
Entering Unmasked Estep 
Score: -25459512.000000 Penalty: 6090.627441
	Iteration 104Q: 3 clusters Score -2.545951e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 203700 members 
Entering Unmasked Estep 
Score: -25459516.000000 Penalty: 6090.627441
	Iteration 105Q: 3 clusters Score -2.545952e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 203722 members 
Entering Unmasked Estep 
Score: -25459514.000000 Penalty: 6090.627441
	Iteration 106Q: 3 clusters Score -2.545951e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 203751 members 
Entering Unmasked Estep 
Score: -25459502.000000 Penalty: 6090.627441
	Iteration 107Q: 3 clusters Score -2.54595e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 203777 members 
Entering Unmasked Estep 
Score: -25459514.000000 Penalty: 6090.627441
	Iteration 108Q: 3 clusters Score -2.545951e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 203804 members 
Entering Unmasked Estep 
Score: -25459506.000000 Penalty: 6090.627441
	Iteration 109Q: 3 clusters Score -2.545951e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 203828 members 
Entering Unmasked Estep 
Score: -25459490.000000 Penalty: 6090.627441
	Iteration 110Q: 3 clusters Score -2.545949e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 203853 members 
Entering Unmasked Estep 
Score: -25459492.000000 Penalty: 6090.627441
	Iteration 111Q: 3 clusters Score -2.545949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 203873 members 
Entering Unmasked Estep 
Score: -25459506.000000 Penalty: 6090.627441
	Iteration 112Q: 3 clusters Score -2.545951e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 203899 members 
Entering Unmasked Estep 
Score: -25459518.000000 Penalty: 6090.627441
	Iteration 113Q: 3 clusters Score -2.545952e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 203924 members 
Entering Unmasked Estep 
Score: -25459510.000000 Penalty: 6090.627441
	Iteration 114Q: 3 clusters Score -2.545951e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 203948 members 
Entering Unmasked Estep 
Score: -25459494.000000 Penalty: 6090.627441
	Iteration 115Q: 3 clusters Score -2.545949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 203972 members 
Entering Unmasked Estep 
Score: -25459508.000000 Penalty: 6090.627441
	Iteration 116Q: 3 clusters Score -2.545951e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 203999 members 
Entering Unmasked Estep 
Score: -25459508.000000 Penalty: 6090.627441
	Iteration 117Q: 3 clusters Score -2.545951e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 204017 members 
Entering Unmasked Estep 
Score: -25459502.000000 Penalty: 6090.627441
	Iteration 118Q: 3 clusters Score -2.54595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 204024 members 
Entering Unmasked Estep 
Score: -25459526.000000 Penalty: 6090.627441
	Iteration 119Q: 3 clusters Score -2.545953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 204030 members 
Entering Unmasked Estep 
Score: -25459526.000000 Penalty: 6090.627441
	Iteration 120F: 3 clusters Score -2.545953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 204034 members 
Entering Unmasked Estep 
Score: -25459518.000000 Penalty: 6090.627441
	Iteration 121Q: 3 clusters Score -2.545952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 204041 members 
Entering Unmasked Estep 
Score: -25459518.000000 Penalty: 6090.627441
	Iteration 122Q: 3 clusters Score -2.545952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 204047 members 
Entering Unmasked Estep 
Score: -25459518.000000 Penalty: 6090.627441
	Iteration 123Q: 3 clusters Score -2.545952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 204053 members 
Entering Unmasked Estep 
Score: -25459522.000000 Penalty: 6090.627441
	Iteration 124Q: 3 clusters Score -2.545952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 204056 members 
Entering Unmasked Estep 
Score: -25459510.000000 Penalty: 6090.627441
	Iteration 125Q: 3 clusters Score -2.545951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 204058 members 
Entering Unmasked Estep 
Score: -25459530.000000 Penalty: 6090.627441
	Iteration 126Q: 3 clusters Score -2.545953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 204061 members 
Entering Unmasked Estep 
Score: -25459526.000000 Penalty: 6090.627441
	Iteration 127Q: 3 clusters Score -2.545953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 204062 members 
Entering Unmasked Estep 
Score: -25459530.000000 Penalty: 6090.627441
	Iteration 128Q: 3 clusters Score -2.545953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 204063 members 
Entering Unmasked Estep 
Score: -25459506.000000 Penalty: 6090.627441
	Iteration 129Q: 3 clusters Score -2.545951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 204065 members 
Entering Unmasked Estep 
Score: -25459524.000000 Penalty: 6090.627441
	Iteration 130Q: 3 clusters Score -2.545952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 204068 members 
Entering Unmasked Estep 
Score: -25459516.000000 Penalty: 6090.627441
	Iteration 131Q: 3 clusters Score -2.545952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 204069 members 
Entering Unmasked Estep 
Score: -25459524.000000 Penalty: 6090.627441
	Iteration 132Q: 3 clusters Score -2.545952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 204071 members 
Entering Unmasked Estep 
Score: -25459502.000000 Penalty: 6090.627441
	Iteration 133Q: 3 clusters Score -2.54595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 204073 members 
Entering Unmasked Estep 
Score: -25459512.000000 Penalty: 6090.627441
	Iteration 134Q: 3 clusters Score -2.545951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 204074 members 
Entering Unmasked Estep 
Score: -25459508.000000 Penalty: 6090.627441
	Iteration 135Q: 3 clusters Score -2.545951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 204080 members 
Entering Unmasked Estep 
Score: -25459502.000000 Penalty: 6090.627441
	Iteration 136Q: 3 clusters Score -2.54595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 204087 members 
Entering Unmasked Estep 
Score: -25459498.000000 Penalty: 6090.627441
	Iteration 137Q: 3 clusters Score -2.54595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 204100 members 
Entering Unmasked Estep 
Score: -25459494.000000 Penalty: 6090.627441
	Iteration 138Q: 3 clusters Score -2.545949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 204110 members 
Entering Unmasked Estep 
Score: -25459508.000000 Penalty: 6090.627441
	Iteration 139Q: 3 clusters Score -2.545951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 204119 members 
Entering Unmasked Estep 
Score: -25459490.000000 Penalty: 6090.627441
	Iteration 140F: 3 clusters Score -2.545949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 204133 members 
Entering Unmasked Estep 
Score: -25459482.000000 Penalty: 6090.627441
	Iteration 141Q: 3 clusters Score -2.545948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 204141 members 
Entering Unmasked Estep 
Score: -25459482.000000 Penalty: 6090.627441
	Iteration 142Q: 3 clusters Score -2.545948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 204147 members 
Entering Unmasked Estep 
Score: -25459462.000000 Penalty: 6090.627441
	Iteration 143Q: 3 clusters Score -2.545946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 204154 members 
Entering Unmasked Estep 
Score: -25459468.000000 Penalty: 6090.627441
	Iteration 144Q: 3 clusters Score -2.545947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 204163 members 
Entering Unmasked Estep 
Score: -25459458.000000 Penalty: 6090.627441
	Iteration 145Q: 3 clusters Score -2.545946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 204169 members 
Entering Unmasked Estep 
Score: -25459462.000000 Penalty: 6090.627441
	Iteration 146Q: 3 clusters Score -2.545946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 204177 members 
Entering Unmasked Estep 
Score: -25459462.000000 Penalty: 6090.627441
	Iteration 147Q: 3 clusters Score -2.545946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 204182 members 
Entering Unmasked Estep 
Score: -25459470.000000 Penalty: 6090.627441
	Iteration 148Q: 3 clusters Score -2.545947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 204185 members 
Entering Unmasked Estep 
Score: -25459472.000000 Penalty: 6090.627441
	Iteration 149Q: 3 clusters Score -2.545947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 204188 members 
Entering Unmasked Estep 
Score: -25459476.000000 Penalty: 6090.627441
	Iteration 150Q: 3 clusters Score -2.545948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 204193 members 
Entering Unmasked Estep 
Score: -25459474.000000 Penalty: 6090.627441
	Iteration 151Q: 3 clusters Score -2.545947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 204199 members 
Entering Unmasked Estep 
Score: -25459474.000000 Penalty: 6090.627441
	Iteration 152Q: 3 clusters Score -2.545947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 204202 members 
Entering Unmasked Estep 
Score: -25459478.000000 Penalty: 6090.627441
	Iteration 153Q: 3 clusters Score -2.545948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 204206 members 
Entering Unmasked Estep 
Score: -25459478.000000 Penalty: 6090.627441
	Iteration 154Q: 3 clusters Score -2.545948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 204212 members 
Entering Unmasked Estep 
Score: -25459480.000000 Penalty: 6090.627441
	Iteration 155Q: 3 clusters Score -2.545948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 204217 members 
Entering Unmasked Estep 
Score: -25459498.000000 Penalty: 6090.627441
	Iteration 156Q: 3 clusters Score -2.54595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 204227 members 
Entering Unmasked Estep 
Score: -25459474.000000 Penalty: 6090.627441
	Iteration 157Q: 3 clusters Score -2.545947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 204239 members 
Entering Unmasked Estep 
Score: -25459476.000000 Penalty: 6090.627441
	Iteration 158Q: 3 clusters Score -2.545948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 204248 members 
Entering Unmasked Estep 
Score: -25459462.000000 Penalty: 6090.627441
	Iteration 159Q: 3 clusters Score -2.545946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 204260 members 
Entering Unmasked Estep 
Score: -25459474.000000 Penalty: 6090.627441
	Iteration 160F: 3 clusters Score -2.545947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 204270 members 
Entering Unmasked Estep 
Score: -25459448.000000 Penalty: 6090.627441
	Iteration 161Q: 3 clusters Score -2.545945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 204280 members 
Entering Unmasked Estep 
Score: -25459480.000000 Penalty: 6090.627441
	Iteration 162Q: 3 clusters Score -2.545948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 204292 members 
Entering Unmasked Estep 
Score: -25459482.000000 Penalty: 6090.627441
	Iteration 163Q: 3 clusters Score -2.545948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 204299 members 
Entering Unmasked Estep 
Score: -25459488.000000 Penalty: 6090.627441
	Iteration 164Q: 3 clusters Score -2.545949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 204313 members 
Entering Unmasked Estep 
Score: -25459492.000000 Penalty: 6090.627441
	Iteration 165Q: 3 clusters Score -2.545949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 204323 members 
Entering Unmasked Estep 
Score: -25459510.000000 Penalty: 6090.627441
	Iteration 166Q: 3 clusters Score -2.545951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 204334 members 
Entering Unmasked Estep 
Score: -25459500.000000 Penalty: 6090.627441
	Iteration 167Q: 3 clusters Score -2.54595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 204341 members 
Entering Unmasked Estep 
Score: -25459498.000000 Penalty: 6090.627441
	Iteration 168Q: 3 clusters Score -2.54595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 204356 members 
Entering Unmasked Estep 
Score: -25459496.000000 Penalty: 6090.627441
	Iteration 169Q: 3 clusters Score -2.54595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 204368 members 
Entering Unmasked Estep 
Score: -25459492.000000 Penalty: 6090.627441
	Iteration 170Q: 3 clusters Score -2.545949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 204380 members 
Entering Unmasked Estep 
Score: -25459478.000000 Penalty: 6090.627441
	Iteration 171Q: 3 clusters Score -2.545948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 204388 members 
Entering Unmasked Estep 
Score: -25459482.000000 Penalty: 6090.627441
	Iteration 172Q: 3 clusters Score -2.545948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 204393 members 
Entering Unmasked Estep 
Score: -25459492.000000 Penalty: 6090.627441
	Iteration 173Q: 3 clusters Score -2.545949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 204399 members 
Entering Unmasked Estep 
Score: -25459476.000000 Penalty: 6090.627441
	Iteration 174Q: 3 clusters Score -2.545948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 204411 members 
Entering Unmasked Estep 
Score: -25459468.000000 Penalty: 6090.627441
	Iteration 175Q: 3 clusters Score -2.545947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 204420 members 
Entering Unmasked Estep 
Score: -25459462.000000 Penalty: 6090.627441
	Iteration 176Q: 3 clusters Score -2.545946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 204426 members 
Entering Unmasked Estep 
Score: -25459464.000000 Penalty: 6090.627441
	Iteration 177Q: 3 clusters Score -2.545946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 204438 members 
Entering Unmasked Estep 
Score: -25459480.000000 Penalty: 6090.627441
	Iteration 178Q: 3 clusters Score -2.545948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 204445 members 
Entering Unmasked Estep 
Score: -25459494.000000 Penalty: 6090.627441
	Iteration 179Q: 3 clusters Score -2.545949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 204453 members 
Entering Unmasked Estep 
Score: -25459498.000000 Penalty: 6090.627441
	Iteration 180F: 3 clusters Score -2.54595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 204465 members 
Entering Unmasked Estep 
Score: -25459494.000000 Penalty: 6090.627441
	Iteration 181Q: 3 clusters Score -2.545949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 204483 members 
Entering Unmasked Estep 
Score: -25459492.000000 Penalty: 6090.627441
	Iteration 182Q: 3 clusters Score -2.545949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 204500 members 
Entering Unmasked Estep 
Score: -25459494.000000 Penalty: 6090.627441
	Iteration 183Q: 3 clusters Score -2.545949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 204518 members 
Entering Unmasked Estep 
Score: -25459520.000000 Penalty: 6090.627441
	Iteration 184Q: 3 clusters Score -2.545952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 204533 members 
Entering Unmasked Estep 
Score: -25459526.000000 Penalty: 6090.627441
	Iteration 185Q: 3 clusters Score -2.545953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 204547 members 
Entering Unmasked Estep 
Score: -25459516.000000 Penalty: 6090.627441
	Iteration 186Q: 3 clusters Score -2.545952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 204560 members 
Entering Unmasked Estep 
Score: -25459522.000000 Penalty: 6090.627441
	Iteration 187Q: 3 clusters Score -2.545952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 204572 members 
Entering Unmasked Estep 
Score: -25459508.000000 Penalty: 6090.627441
	Iteration 188Q: 3 clusters Score -2.545951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 204588 members 
Entering Unmasked Estep 
Score: -25459506.000000 Penalty: 6090.627441
	Iteration 189Q: 3 clusters Score -2.545951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 204604 members 
Entering Unmasked Estep 
Score: -25459490.000000 Penalty: 6090.627441
	Iteration 190Q: 3 clusters Score -2.545949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 204621 members 
Entering Unmasked Estep 
Score: -25459476.000000 Penalty: 6090.627441
	Iteration 191Q: 3 clusters Score -2.545948e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 204639 members 
Entering Unmasked Estep 
Score: -25459460.000000 Penalty: 6090.627441
	Iteration 192Q: 3 clusters Score -2.545946e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 204656 members 
Entering Unmasked Estep 
Score: -25459454.000000 Penalty: 6090.627441
	Iteration 193Q: 3 clusters Score -2.545945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 204675 members 
Entering Unmasked Estep 
Score: -25459448.000000 Penalty: 6090.627441
	Iteration 194Q: 3 clusters Score -2.545945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 204685 members 
Entering Unmasked Estep 
Score: -25459448.000000 Penalty: 6090.627441
	Iteration 195Q: 3 clusters Score -2.545945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 204688 members 
Entering Unmasked Estep 
Score: -25459430.000000 Penalty: 6090.627441
	Iteration 196Q: 3 clusters Score -2.545943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 204692 members 
Entering Unmasked Estep 
Score: -25459432.000000 Penalty: 6090.627441
	Iteration 197Q: 3 clusters Score -2.545943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 204697 members 
Entering Unmasked Estep 
Score: -25459422.000000 Penalty: 6090.627441
	Iteration 198Q: 3 clusters Score -2.545942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 204703 members 
Entering Unmasked Estep 
Score: -25459422.000000 Penalty: 6090.627441
	Iteration 199Q: 3 clusters Score -2.545942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 204711 members 
Entering Unmasked Estep 
Score: -25459452.000000 Penalty: 6090.627441
	Iteration 200F: 3 clusters Score -2.545945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 204721 members 
Entering Unmasked Estep 
Score: -25459450.000000 Penalty: 6090.627441
	Iteration 201Q: 3 clusters Score -2.545945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 204726 members 
Entering Unmasked Estep 
Score: -25459456.000000 Penalty: 6090.627441
	Iteration 202Q: 3 clusters Score -2.545946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 204728 members 
Entering Unmasked Estep 
Score: -25459460.000000 Penalty: 6090.627441
	Iteration 203Q: 3 clusters Score -2.545946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 204730 members 
Entering Unmasked Estep 
Score: -25459448.000000 Penalty: 6090.627441
	Iteration 204Q: 3 clusters Score -2.545945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 204733 members 
Entering Unmasked Estep 
Score: -25459460.000000 Penalty: 6090.627441
	Iteration 205Q: 3 clusters Score -2.545946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 204737 members 
Entering Unmasked Estep 
Score: -25459454.000000 Penalty: 6090.627441
	Iteration 206Q: 3 clusters Score -2.545945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 204741 members 
Entering Unmasked Estep 
Score: -25459446.000000 Penalty: 6090.627441
	Iteration 207Q: 3 clusters Score -2.545945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 204745 members 
Entering Unmasked Estep 
Score: -25459432.000000 Penalty: 6090.627441
	Iteration 208Q: 3 clusters Score -2.545943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 204747 members 
Entering Unmasked Estep 
Score: -25459440.000000 Penalty: 6090.627441
	Iteration 209Q: 3 clusters Score -2.545944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 204748 members 
Entering Unmasked Estep 
Score: -25459464.000000 Penalty: 6090.627441
	Iteration 210Q: 3 clusters Score -2.545946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 204751 members 
Entering Unmasked Estep 
Score: -25459446.000000 Penalty: 6090.627441
	Iteration 211Q: 3 clusters Score -2.545945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 204754 members 
Entering Unmasked Estep 
Score: -25459438.000000 Penalty: 6090.627441
	Iteration 212Q: 3 clusters Score -2.545944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 204758 members 
Entering Unmasked Estep 
Score: -25459446.000000 Penalty: 6090.627441
	Iteration 213Q: 3 clusters Score -2.545945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 204760 members 
Entering Unmasked Estep 
Score: -25459442.000000 Penalty: 6090.627441
	Iteration 214Q: 3 clusters Score -2.545944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 204761 members 
Entering Unmasked Estep 
Score: -25459438.000000 Penalty: 6090.627441
	Iteration 215Q: 3 clusters Score -2.545944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 204762 members 
Entering Unmasked Estep 
Score: -25459448.000000 Penalty: 6090.627441
	Iteration 216Q: 3 clusters Score -2.545945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 204762 members 
Entering Unmasked Estep 
Score: -25459448.000000 Penalty: 6090.627441
	Iteration 217F: 3 clusters Score -2.545945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (61775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Entering Unmasked Estep 
Score: -7349308.000000 Penalty: 2735.750977
	Iteration 0F: 2 clusters Score -7349308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -7308126.500000 Penalty: 5471.501953
	Iteration 0F: 3 clusters Score -7308126 nChanged 28626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -7324073.000000 Penalty: 5471.501953
	Iteration 1F: 3 clusters Score -7324073 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -7324861.000000 Penalty: 5471.501953
	Iteration 2Q: 3 clusters Score -7324861 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -7325859.500000 Penalty: 5471.501953
	Iteration 3Q: 3 clusters Score -7325860 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -7327222.500000 Penalty: 5471.501953
	Iteration 4Q: 3 clusters Score -7327222 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -7329242.500000 Penalty: 5471.501953
	Iteration 5F: 3 clusters Score -7329242 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -7332060.500000 Penalty: 5471.501953
	Iteration 6F: 3 clusters Score -7332060 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -7335082.500000 Penalty: 5471.501953
	Iteration 7F: 3 clusters Score -7335082 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -7337970.500000 Penalty: 5471.501953
	Iteration 8F: 3 clusters Score -7337970 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -7340121.500000 Penalty: 5471.501953
	Iteration 9F: 3 clusters Score -7340122 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -7341398.000000 Penalty: 5471.501953
	Iteration 10Q: 3 clusters Score -7341398 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -7342184.000000 Penalty: 5471.501953
	Iteration 11Q: 3 clusters Score -7342184 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -7342722.000000 Penalty: 5471.501953
	Iteration 12Q: 3 clusters Score -7342722 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -7343080.000000 Penalty: 5471.501953
	Iteration 13Q: 3 clusters Score -7343080 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -7343387.000000 Penalty: 5471.501953
	Iteration 14Q: 3 clusters Score -7343387 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -7343742.000000 Penalty: 5471.501953
	Iteration 15Q: 3 clusters Score -7343742 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -7344006.000000 Penalty: 5471.501953
	Iteration 16Q: 3 clusters Score -7344006 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -7344249.500000 Penalty: 5471.501953
	Iteration 17Q: 3 clusters Score -7344250 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -7344453.000000 Penalty: 5471.501953
	Iteration 18Q: 3 clusters Score -7344453 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -7344659.500000 Penalty: 5471.501953
	Iteration 19Q: 3 clusters Score -7344660 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -7344788.500000 Penalty: 5471.501953
	Iteration 20F: 3 clusters Score -7344788 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -7344964.500000 Penalty: 5471.501953
	Iteration 21Q: 3 clusters Score -7344964 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -7345106.000000 Penalty: 5471.501953
	Iteration 22Q: 3 clusters Score -7345106 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -7345259.500000 Penalty: 5471.501953
	Iteration 23Q: 3 clusters Score -7345260 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -7345383.000000 Penalty: 5471.501953
	Iteration 24Q: 3 clusters Score -7345383 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -7345493.000000 Penalty: 5471.501953
	Iteration 25Q: 3 clusters Score -7345493 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -7345604.500000 Penalty: 5471.501953
	Iteration 26Q: 3 clusters Score -7345604 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -7345713.500000 Penalty: 5471.501953
	Iteration 27Q: 3 clusters Score -7345714 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -7345773.500000 Penalty: 5471.501953
	Iteration 28Q: 3 clusters Score -7345774 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -7345839.500000 Penalty: 5471.501953
	Iteration 29Q: 3 clusters Score -7345840 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -7345897.000000 Penalty: 5471.501953
	Iteration 30Q: 3 clusters Score -7345897 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -7345965.000000 Penalty: 5471.501953
	Iteration 31Q: 3 clusters Score -7345965 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -7346043.000000 Penalty: 5471.501953
	Iteration 32Q: 3 clusters Score -7346043 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -7346083.000000 Penalty: 5471.501953
	Iteration 33Q: 3 clusters Score -7346083 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -7346106.500000 Penalty: 5471.501953
	Iteration 34Q: 3 clusters Score -7346106 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -7346152.500000 Penalty: 5471.501953
	Iteration 35Q: 3 clusters Score -7346152 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -7346186.500000 Penalty: 5471.501953
	Iteration 36Q: 3 clusters Score -7346186 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -7346236.000000 Penalty: 5471.501953
	Iteration 37Q: 3 clusters Score -7346236 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -7346288.500000 Penalty: 5471.501953
	Iteration 38Q: 3 clusters Score -7346288 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -7346334.000000 Penalty: 5471.501953
	Iteration 39Q: 3 clusters Score -7346334 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -7346358.500000 Penalty: 5471.501953
	Iteration 40F: 3 clusters Score -7346358 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -7346376.500000 Penalty: 5471.501953
	Iteration 41Q: 3 clusters Score -7346376 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -7346403.000000 Penalty: 5471.501953
	Iteration 42Q: 3 clusters Score -7346403 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 56529 members 
Entering Unmasked Estep 
Score: -7346437.500000 Penalty: 5471.501953
	Iteration 43Q: 3 clusters Score -7346438 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -7346481.500000 Penalty: 5471.501953
	Iteration 44Q: 3 clusters Score -7346482 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -7346506.500000 Penalty: 5471.501953
	Iteration 45Q: 3 clusters Score -7346506 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -7346524.500000 Penalty: 5471.501953
	Iteration 46Q: 3 clusters Score -7346524 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -7346543.500000 Penalty: 5471.501953
	Iteration 47Q: 3 clusters Score -7346544 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -7346565.500000 Penalty: 5471.501953
	Iteration 48Q: 3 clusters Score -7346566 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -7346596.000000 Penalty: 5471.501953
	Iteration 49Q: 3 clusters Score -7346596 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -7346629.500000 Penalty: 5471.501953
	Iteration 50Q: 3 clusters Score -7346630 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -7346648.500000 Penalty: 5471.501953
	Iteration 51Q: 3 clusters Score -7346648 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -7346680.000000 Penalty: 5471.501953
	Iteration 52Q: 3 clusters Score -7346680 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -7346730.000000 Penalty: 5471.501953
	Iteration 53Q: 3 clusters Score -7346730 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -7346756.000000 Penalty: 5471.501953
	Iteration 54Q: 3 clusters Score -7346756 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -7346776.000000 Penalty: 5471.501953
	Iteration 55Q: 3 clusters Score -7346776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -7346803.500000 Penalty: 5471.501953
	Iteration 56Q: 3 clusters Score -7346804 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -7346799.500000 Penalty: 5471.501953
	Iteration 57Q: 3 clusters Score -7346800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -7346822.500000 Penalty: 5471.501953
	Iteration 58Q: 3 clusters Score -7346822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -7346830.000000 Penalty: 5471.501953
	Iteration 59Q: 3 clusters Score -7346830 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -7346848.500000 Penalty: 5471.501953
	Iteration 60F: 3 clusters Score -7346848 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
Score: -7346860.500000 Penalty: 5471.501953
	Iteration 61Q: 3 clusters Score -7346860 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -7346863.500000 Penalty: 5471.501953
	Iteration 62Q: 3 clusters Score -7346864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -7346873.500000 Penalty: 5471.501953
	Iteration 63Q: 3 clusters Score -7346874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -7346881.500000 Penalty: 5471.501953
	Iteration 64Q: 3 clusters Score -7346882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -7346891.000000 Penalty: 5471.501953
	Iteration 65Q: 3 clusters Score -7346891 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -7346902.500000 Penalty: 5471.501953
	Iteration 66Q: 3 clusters Score -7346902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -7346903.000000 Penalty: 5471.501953
	Iteration 67Q: 3 clusters Score -7346903 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -7346905.000000 Penalty: 5471.501953
	Iteration 68Q: 3 clusters Score -7346905 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -7346908.500000 Penalty: 5471.501953
	Iteration 69Q: 3 clusters Score -7346908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -7346931.500000 Penalty: 5471.501953
	Iteration 70Q: 3 clusters Score -7346932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -7346947.000000 Penalty: 5471.501953
	Iteration 71Q: 3 clusters Score -7346947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -7346962.500000 Penalty: 5471.501953
	Iteration 72Q: 3 clusters Score -7346962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -7346959.500000 Penalty: 5471.501953
	Iteration 73Q: 3 clusters Score -7346960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -7346948.000000 Penalty: 5471.501953
	Iteration 74Q: 3 clusters Score -7346948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -7346956.000000 Penalty: 5471.501953
	Iteration 75Q: 3 clusters Score -7346956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -7346961.500000 Penalty: 5471.501953
	Iteration 76Q: 3 clusters Score -7346962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -7346965.500000 Penalty: 5471.501953
	Iteration 77Q: 3 clusters Score -7346966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -7346977.000000 Penalty: 5471.501953
	Iteration 78Q: 3 clusters Score -7346977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -7346972.000000 Penalty: 5471.501953
	Iteration 79Q: 3 clusters Score -7346972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -7346979.000000 Penalty: 5471.501953
	Iteration 80F: 3 clusters Score -7346979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -7346979.000000 Penalty: 5471.501953
	Iteration 81Q: 3 clusters Score -7346979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -7346976.000000 Penalty: 5471.501953
	Iteration 82Q: 3 clusters Score -7346976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -7346975.500000 Penalty: 5471.501953
	Iteration 83Q: 3 clusters Score -7346976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -7346976.500000 Penalty: 5471.501953
	Iteration 84Q: 3 clusters Score -7346976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -7346980.500000 Penalty: 5471.501953
	Iteration 85Q: 3 clusters Score -7346980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -7346971.500000 Penalty: 5471.501953
	Iteration 86Q: 3 clusters Score -7346972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -7346981.000000 Penalty: 5471.501953
	Iteration 87Q: 3 clusters Score -7346981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -7346984.000000 Penalty: 5471.501953
	Iteration 88Q: 3 clusters Score -7346984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -7346982.000000 Penalty: 5471.501953
	Iteration 89Q: 3 clusters Score -7346982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -7346983.500000 Penalty: 5471.501953
	Iteration 90Q: 3 clusters Score -7346984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -7346984.500000 Penalty: 5471.501953
	Iteration 91Q: 3 clusters Score -7346984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -7346986.500000 Penalty: 5471.501953
	Iteration 92Q: 3 clusters Score -7346986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -7346985.500000 Penalty: 5471.501953
	Iteration 93Q: 3 clusters Score -7346986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -7346984.500000 Penalty: 5471.501953
	Iteration 94Q: 3 clusters Score -7346984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -7346984.500000 Penalty: 5471.501953
	Iteration 95F: 3 clusters Score -7346984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Entering Unmasked Estep 
Score: -1003242.812500 Penalty: 2266.460205
	Iteration 0F: 2 clusters Score -1003243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -996105.687500 Penalty: 4532.920410
	Iteration 0F: 3 clusters Score -996105.7 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -998498.687500 Penalty: 4532.920410
	Iteration 1F: 3 clusters Score -998498.7 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -999232.000000 Penalty: 4532.920410
	Iteration 2F: 3 clusters Score -999232 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -999912.687500 Penalty: 4532.920410
	Iteration 3F: 3 clusters Score -999912.7 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1000506.500000 Penalty: 4532.920410
	Iteration 4F: 3 clusters Score -1000506 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1000969.500000 Penalty: 4532.920410
	Iteration 5F: 3 clusters Score -1000970 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1001253.250000 Penalty: 4532.920410
	Iteration 6Q: 3 clusters Score -1001253 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1001447.687500 Penalty: 4532.920410
	Iteration 7Q: 3 clusters Score -1001448 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1001573.125000 Penalty: 4532.920410
	Iteration 8Q: 3 clusters Score -1001573 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1001652.375000 Penalty: 4532.920410
	Iteration 9Q: 3 clusters Score -1001652 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1001711.312500 Penalty: 4532.920410
	Iteration 10Q: 3 clusters Score -1001711 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1001754.937500 Penalty: 4532.920410
	Iteration 11Q: 3 clusters Score -1001755 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1001784.125000 Penalty: 4532.920410
	Iteration 12Q: 3 clusters Score -1001784 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1001812.625000 Penalty: 4532.920410
	Iteration 13Q: 3 clusters Score -1001813 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1001833.437500 Penalty: 4532.920410
	Iteration 14Q: 3 clusters Score -1001833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1001860.375000 Penalty: 4532.920410
	Iteration 15Q: 3 clusters Score -1001860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1001878.312500 Penalty: 4532.920410
	Iteration 16Q: 3 clusters Score -1001878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1001906.250000 Penalty: 4532.920410
	Iteration 17Q: 3 clusters Score -1001906 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1001930.500000 Penalty: 4532.920410
	Iteration 18Q: 3 clusters Score -1001930 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1001959.062500 Penalty: 4532.920410
	Iteration 19Q: 3 clusters Score -1001959 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1001988.875000 Penalty: 4532.920410
	Iteration 20F: 3 clusters Score -1001989 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1002015.937500 Penalty: 4532.920410
	Iteration 21Q: 3 clusters Score -1002016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1002045.187500 Penalty: 4532.920410
	Iteration 22Q: 3 clusters Score -1002045 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1002065.312500 Penalty: 4532.920410
	Iteration 23Q: 3 clusters Score -1002065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1002072.562500 Penalty: 4532.920410
	Iteration 24Q: 3 clusters Score -1002073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1002086.687500 Penalty: 4532.920410
	Iteration 25Q: 3 clusters Score -1002087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1002108.312500 Penalty: 4532.920410
	Iteration 26Q: 3 clusters Score -1002108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1002125.750000 Penalty: 4532.920410
	Iteration 27Q: 3 clusters Score -1002126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1002142.250000 Penalty: 4532.920410
	Iteration 28Q: 3 clusters Score -1002142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1002157.812500 Penalty: 4532.920410
	Iteration 29Q: 3 clusters Score -1002158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1002171.125000 Penalty: 4532.920410
	Iteration 30Q: 3 clusters Score -1002171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1002190.812500 Penalty: 4532.920410
	Iteration 31Q: 3 clusters Score -1002191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1002209.937500 Penalty: 4532.920410
	Iteration 32Q: 3 clusters Score -1002210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1002227.687500 Penalty: 4532.920410
	Iteration 33Q: 3 clusters Score -1002228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1002245.500000 Penalty: 4532.920410
	Iteration 34Q: 3 clusters Score -1002246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1002258.937500 Penalty: 4532.920410
	Iteration 35Q: 3 clusters Score -1002259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1002276.187500 Penalty: 4532.920410
	Iteration 36Q: 3 clusters Score -1002276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1002285.125000 Penalty: 4532.920410
	Iteration 37Q: 3 clusters Score -1002285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1002293.125000 Penalty: 4532.920410
	Iteration 38Q: 3 clusters Score -1002293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1002297.812500 Penalty: 4532.920410
	Iteration 39Q: 3 clusters Score -1002298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1002301.937500 Penalty: 4532.920410
	Iteration 40F: 3 clusters Score -1002302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1002307.687500 Penalty: 4532.920410
	Iteration 41Q: 3 clusters Score -1002308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1002311.875000 Penalty: 4532.920410
	Iteration 42Q: 3 clusters Score -1002312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1002322.687500 Penalty: 4532.920410
	Iteration 43Q: 3 clusters Score -1002323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1002331.437500 Penalty: 4532.920410
	Iteration 44Q: 3 clusters Score -1002331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1002341.937500 Penalty: 4532.920410
	Iteration 45Q: 3 clusters Score -1002342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1002346.312500 Penalty: 4532.920410
	Iteration 46Q: 3 clusters Score -1002346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1002351.062500 Penalty: 4532.920410
	Iteration 47Q: 3 clusters Score -1002351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1002354.187500 Penalty: 4532.920410
	Iteration 48Q: 3 clusters Score -1002354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1002360.562500 Penalty: 4532.920410
	Iteration 49Q: 3 clusters Score -1002361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1002366.750000 Penalty: 4532.920410
	Iteration 50Q: 3 clusters Score -1002367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1002370.625000 Penalty: 4532.920410
	Iteration 51Q: 3 clusters Score -1002371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1002379.937500 Penalty: 4532.920410
	Iteration 52Q: 3 clusters Score -1002380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1002386.625000 Penalty: 4532.920410
	Iteration 53Q: 3 clusters Score -1002387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1002393.312500 Penalty: 4532.920410
	Iteration 54Q: 3 clusters Score -1002393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1002401.062500 Penalty: 4532.920410
	Iteration 55Q: 3 clusters Score -1002401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1002402.562500 Penalty: 4532.920410
	Iteration 56Q: 3 clusters Score -1002403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1002402.937500 Penalty: 4532.920410
	Iteration 57Q: 3 clusters Score -1002403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1002406.062500 Penalty: 4532.920410
	Iteration 58Q: 3 clusters Score -1002406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1002404.375000 Penalty: 4532.920410
	Iteration 59Q: 3 clusters Score -1002404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1002407.875000 Penalty: 4532.920410
	Iteration 60F: 3 clusters Score -1002408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1002409.375000 Penalty: 4532.920410
	Iteration 61Q: 3 clusters Score -1002409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1002410.125000 Penalty: 4532.920410
	Iteration 62Q: 3 clusters Score -1002410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1002413.000000 Penalty: 4532.920410
	Iteration 63Q: 3 clusters Score -1002413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1002412.750000 Penalty: 4532.920410
	Iteration 64Q: 3 clusters Score -1002413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1002412.875000 Penalty: 4532.920410
	Iteration 65Q: 3 clusters Score -1002413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1002411.750000 Penalty: 4532.920410
	Iteration 66Q: 3 clusters Score -1002412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1002413.187500 Penalty: 4532.920410
	Iteration 67Q: 3 clusters Score -1002413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1002412.125000 Penalty: 4532.920410
	Iteration 68Q: 3 clusters Score -1002412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1002412.875000 Penalty: 4532.920410
	Iteration 69Q: 3 clusters Score -1002413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1002412.875000 Penalty: 4532.920410
	Iteration 70F: 3 clusters Score -1002413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Entering Unmasked Estep 
Score: -5806806.500000 Penalty: 2675.249512
	Iteration 0F: 2 clusters Score -5806806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -5774139.000000 Penalty: 5350.499023
	Iteration 0F: 3 clusters Score -5774139 nChanged 22434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -5786595.500000 Penalty: 5350.499023
	Iteration 1F: 3 clusters Score -5786596 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -5787264.000000 Penalty: 5350.499023
	Iteration 2Q: 3 clusters Score -5787264 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -5787930.500000 Penalty: 5350.499023
	Iteration 3Q: 3 clusters Score -5787930 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -5788846.500000 Penalty: 5350.499023
	Iteration 4Q: 3 clusters Score -5788846 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -5790142.000000 Penalty: 5350.499023
	Iteration 5F: 3 clusters Score -5790142 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -5792139.000000 Penalty: 5350.499023
	Iteration 6F: 3 clusters Score -5792139 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -5794918.000000 Penalty: 5350.499023
	Iteration 7F: 3 clusters Score -5794918 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5798268.500000 Penalty: 5350.499023
	Iteration 8F: 3 clusters Score -5798268 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -5801231.000000 Penalty: 5350.499023
	Iteration 9F: 3 clusters Score -5801231 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -5802989.500000 Penalty: 5350.499023
	Iteration 10Q: 3 clusters Score -5802990 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -5803766.500000 Penalty: 5350.499023
	Iteration 11Q: 3 clusters Score -5803766 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -5804120.000000 Penalty: 5350.499023
	Iteration 12Q: 3 clusters Score -5804120 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -5804283.500000 Penalty: 5350.499023
	Iteration 13Q: 3 clusters Score -5804284 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -5804371.000000 Penalty: 5350.499023
	Iteration 14Q: 3 clusters Score -5804371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -5804422.500000 Penalty: 5350.499023
	Iteration 15Q: 3 clusters Score -5804422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -5804469.000000 Penalty: 5350.499023
	Iteration 16Q: 3 clusters Score -5804469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -5804471.000000 Penalty: 5350.499023
	Iteration 17Q: 3 clusters Score -5804471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -5804481.000000 Penalty: 5350.499023
	Iteration 18Q: 3 clusters Score -5804481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -5804486.500000 Penalty: 5350.499023
	Iteration 19Q: 3 clusters Score -5804486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -5804489.500000 Penalty: 5350.499023
	Iteration 20F: 3 clusters Score -5804490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -5804498.500000 Penalty: 5350.499023
	Iteration 21Q: 3 clusters Score -5804498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -5804505.500000 Penalty: 5350.499023
	Iteration 22Q: 3 clusters Score -5804506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -5804513.500000 Penalty: 5350.499023
	Iteration 23Q: 3 clusters Score -5804514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -5804520.000000 Penalty: 5350.499023
	Iteration 24Q: 3 clusters Score -5804520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -5804520.000000 Penalty: 5350.499023
	Iteration 25Q: 3 clusters Score -5804520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -5804520.500000 Penalty: 5350.499023
	Iteration 26Q: 3 clusters Score -5804520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -5804522.000000 Penalty: 5350.499023
	Iteration 27Q: 3 clusters Score -5804522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -5804522.000000 Penalty: 5350.499023
	Iteration 28F: 3 clusters Score -5804522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Entering Unmasked Estep 
Score: -739029.250000 Penalty: 2168.711914
	Iteration 0F: 2 clusters Score -739029.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -733683.562500 Penalty: 4337.423828
	Iteration 0F: 3 clusters Score -733683.6 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -734971.937500 Penalty: 4337.423828
	Iteration 1F: 3 clusters Score -734971.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -735228.000000 Penalty: 4337.423828
	Iteration 2F: 3 clusters Score -735228 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -735426.250000 Penalty: 4337.423828
	Iteration 3F: 3 clusters Score -735426.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -735582.375000 Penalty: 4337.423828
	Iteration 4Q: 3 clusters Score -735582.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -735702.937500 Penalty: 4337.423828
	Iteration 5Q: 3 clusters Score -735702.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -735785.875000 Penalty: 4337.423828
	Iteration 6Q: 3 clusters Score -735785.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -735855.500000 Penalty: 4337.423828
	Iteration 7Q: 3 clusters Score -735855.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -735920.437500 Penalty: 4337.423828
	Iteration 8Q: 3 clusters Score -735920.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -735987.000000 Penalty: 4337.423828
	Iteration 9Q: 3 clusters Score -735987 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -736060.062500 Penalty: 4337.423828
	Iteration 10Q: 3 clusters Score -736060.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -736124.437500 Penalty: 4337.423828
	Iteration 11Q: 3 clusters Score -736124.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -736192.687500 Penalty: 4337.423828
	Iteration 12Q: 3 clusters Score -736192.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -736254.812500 Penalty: 4337.423828
	Iteration 13Q: 3 clusters Score -736254.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -736311.125000 Penalty: 4337.423828
	Iteration 14Q: 3 clusters Score -736311.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -736366.750000 Penalty: 4337.423828
	Iteration 15Q: 3 clusters Score -736366.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -736418.500000 Penalty: 4337.423828
	Iteration 16Q: 3 clusters Score -736418.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -736478.562500 Penalty: 4337.423828
	Iteration 17Q: 3 clusters Score -736478.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -736537.187500 Penalty: 4337.423828
	Iteration 18Q: 3 clusters Score -736537.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -736593.812500 Penalty: 4337.423828
	Iteration 19Q: 3 clusters Score -736593.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -736644.812500 Penalty: 4337.423828
	Iteration 20F: 3 clusters Score -736644.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -736692.500000 Penalty: 4337.423828
	Iteration 21Q: 3 clusters Score -736692.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -736738.312500 Penalty: 4337.423828
	Iteration 22Q: 3 clusters Score -736738.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -736789.750000 Penalty: 4337.423828
	Iteration 23Q: 3 clusters Score -736789.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -736829.625000 Penalty: 4337.423828
	Iteration 24Q: 3 clusters Score -736829.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -736864.250000 Penalty: 4337.423828
	Iteration 25Q: 3 clusters Score -736864.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -736896.437500 Penalty: 4337.423828
	Iteration 26Q: 3 clusters Score -736896.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -736922.937500 Penalty: 4337.423828
	Iteration 27Q: 3 clusters Score -736922.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -736951.562500 Penalty: 4337.423828
	Iteration 28Q: 3 clusters Score -736951.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -736978.500000 Penalty: 4337.423828
	Iteration 29Q: 3 clusters Score -736978.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -736992.875000 Penalty: 4337.423828
	Iteration 30Q: 3 clusters Score -736992.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -737009.937500 Penalty: 4337.423828
	Iteration 31Q: 3 clusters Score -737009.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -737025.625000 Penalty: 4337.423828
	Iteration 32Q: 3 clusters Score -737025.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -737043.750000 Penalty: 4337.423828
	Iteration 33Q: 3 clusters Score -737043.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -737056.937500 Penalty: 4337.423828
	Iteration 34Q: 3 clusters Score -737056.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -737072.062500 Penalty: 4337.423828
	Iteration 35Q: 3 clusters Score -737072.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -737093.437500 Penalty: 4337.423828
	Iteration 36Q: 3 clusters Score -737093.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -737115.000000 Penalty: 4337.423828
	Iteration 37Q: 3 clusters Score -737115 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -737139.937500 Penalty: 4337.423828
	Iteration 38Q: 3 clusters Score -737139.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -737163.375000 Penalty: 4337.423828
	Iteration 39Q: 3 clusters Score -737163.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -737185.687500 Penalty: 4337.423828
	Iteration 40F: 3 clusters Score -737185.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -737208.687500 Penalty: 4337.423828
	Iteration 41Q: 3 clusters Score -737208.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -737225.062500 Penalty: 4337.423828
	Iteration 42Q: 3 clusters Score -737225.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -737234.875000 Penalty: 4337.423828
	Iteration 43Q: 3 clusters Score -737234.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -737245.125000 Penalty: 4337.423828
	Iteration 44Q: 3 clusters Score -737245.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -737252.000000 Penalty: 4337.423828
	Iteration 45Q: 3 clusters Score -737252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -737261.250000 Penalty: 4337.423828
	Iteration 46Q: 3 clusters Score -737261.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -737270.500000 Penalty: 4337.423828
	Iteration 47Q: 3 clusters Score -737270.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -737279.000000 Penalty: 4337.423828
	Iteration 48Q: 3 clusters Score -737279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -737281.750000 Penalty: 4337.423828
	Iteration 49Q: 3 clusters Score -737281.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -737282.125000 Penalty: 4337.423828
	Iteration 50Q: 3 clusters Score -737282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -737286.937500 Penalty: 4337.423828
	Iteration 51Q: 3 clusters Score -737286.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -737290.500000 Penalty: 4337.423828
	Iteration 52Q: 3 clusters Score -737290.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -737294.000000 Penalty: 4337.423828
	Iteration 53Q: 3 clusters Score -737294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -737297.250000 Penalty: 4337.423828
	Iteration 54Q: 3 clusters Score -737297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -737300.125000 Penalty: 4337.423828
	Iteration 55Q: 3 clusters Score -737300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -737300.375000 Penalty: 4337.423828
	Iteration 56Q: 3 clusters Score -737300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -737300.812500 Penalty: 4337.423828
	Iteration 57Q: 3 clusters Score -737300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -737301.687500 Penalty: 4337.423828
	Iteration 58Q: 3 clusters Score -737301.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -737301.687500 Penalty: 4337.423828
	Iteration 59F: 3 clusters Score -737301.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Entering Unmasked Estep 
Score: -2415967.500000 Penalty: 2463.515869
	Iteration 0F: 2 clusters Score -2415968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2401525.750000 Penalty: 4927.031738
	Iteration 0F: 3 clusters Score -2401526 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2406444.750000 Penalty: 4927.031738
	Iteration 1F: 3 clusters Score -2406445 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2407030.500000 Penalty: 4927.031738
	Iteration 2F: 3 clusters Score -2407030 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2407625.750000 Penalty: 4927.031738
	Iteration 3F: 3 clusters Score -2407626 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2408226.000000 Penalty: 4927.031738
	Iteration 4F: 3 clusters Score -2408226 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2408878.500000 Penalty: 4927.031738
	Iteration 5F: 3 clusters Score -2408878 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2409688.750000 Penalty: 4927.031738
	Iteration 6F: 3 clusters Score -2409689 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2410695.000000 Penalty: 4927.031738
	Iteration 7F: 3 clusters Score -2410695 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2411645.000000 Penalty: 4927.031738
	Iteration 8F: 3 clusters Score -2411645 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2412470.250000 Penalty: 4927.031738
	Iteration 9Q: 3 clusters Score -2412470 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2413077.000000 Penalty: 4927.031738
	Iteration 10Q: 3 clusters Score -2413077 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2413470.750000 Penalty: 4927.031738
	Iteration 11Q: 3 clusters Score -2413471 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2413671.000000 Penalty: 4927.031738
	Iteration 12Q: 3 clusters Score -2413671 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2413779.000000 Penalty: 4927.031738
	Iteration 13Q: 3 clusters Score -2413779 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2413832.250000 Penalty: 4927.031738
	Iteration 14Q: 3 clusters Score -2413832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2413866.750000 Penalty: 4927.031738
	Iteration 15Q: 3 clusters Score -2413867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2413907.250000 Penalty: 4927.031738
	Iteration 16Q: 3 clusters Score -2413907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2413933.250000 Penalty: 4927.031738
	Iteration 17Q: 3 clusters Score -2413933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2413953.750000 Penalty: 4927.031738
	Iteration 18Q: 3 clusters Score -2413954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2413972.750000 Penalty: 4927.031738
	Iteration 19Q: 3 clusters Score -2413973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2413981.750000 Penalty: 4927.031738
	Iteration 20F: 3 clusters Score -2413982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2413992.000000 Penalty: 4927.031738
	Iteration 21Q: 3 clusters Score -2413992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2413998.750000 Penalty: 4927.031738
	Iteration 22Q: 3 clusters Score -2413999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2414001.000000 Penalty: 4927.031738
	Iteration 23Q: 3 clusters Score -2414001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2414004.500000 Penalty: 4927.031738
	Iteration 24Q: 3 clusters Score -2414004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2414010.750000 Penalty: 4927.031738
	Iteration 25Q: 3 clusters Score -2414011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2414014.500000 Penalty: 4927.031738
	Iteration 26Q: 3 clusters Score -2414014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2414015.750000 Penalty: 4927.031738
	Iteration 27Q: 3 clusters Score -2414016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2414018.000000 Penalty: 4927.031738
	Iteration 28Q: 3 clusters Score -2414018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2414018.000000 Penalty: 4927.031738
	Iteration 29F: 3 clusters Score -2414018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Entering Unmasked Estep 
Score: -4148467.500000 Penalty: 2592.421631
	Iteration 0F: 2 clusters Score -4148468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -4124715.500000 Penalty: 5184.843262
	Iteration 0F: 3 clusters Score -4124716 nChanged 15837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -4133600.500000 Penalty: 5184.843262
	Iteration 1F: 3 clusters Score -4133600 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4134250.250000 Penalty: 5184.843262
	Iteration 2Q: 3 clusters Score -4134250 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4135015.750000 Penalty: 5184.843262
	Iteration 3Q: 3 clusters Score -4135016 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -4135901.250000 Penalty: 5184.843262
	Iteration 4Q: 3 clusters Score -4135901 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4136916.750000 Penalty: 5184.843262
	Iteration 5F: 3 clusters Score -4136917 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -4138043.500000 Penalty: 5184.843262
	Iteration 6F: 3 clusters Score -4138044 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -4139323.250000 Penalty: 5184.843262
	Iteration 7F: 3 clusters Score -4139323 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -4140557.000000 Penalty: 5184.843262
	Iteration 8F: 3 clusters Score -4140557 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -4141579.500000 Penalty: 5184.843262
	Iteration 9F: 3 clusters Score -4141580 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -4142160.500000 Penalty: 5184.843262
	Iteration 10Q: 3 clusters Score -4142160 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -4142475.250000 Penalty: 5184.843262
	Iteration 11Q: 3 clusters Score -4142475 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4142660.250000 Penalty: 5184.843262
	Iteration 12Q: 3 clusters Score -4142660 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -4142777.750000 Penalty: 5184.843262
	Iteration 13Q: 3 clusters Score -4142778 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -4142870.500000 Penalty: 5184.843262
	Iteration 14Q: 3 clusters Score -4142870 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -4142962.750000 Penalty: 5184.843262
	Iteration 15Q: 3 clusters Score -4142963 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -4143018.750000 Penalty: 5184.843262
	Iteration 16Q: 3 clusters Score -4143019 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -4143075.000000 Penalty: 5184.843262
	Iteration 17Q: 3 clusters Score -4143075 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -4143126.000000 Penalty: 5184.843262
	Iteration 18Q: 3 clusters Score -4143126 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4143150.750000 Penalty: 5184.843262
	Iteration 19Q: 3 clusters Score -4143151 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4143186.000000 Penalty: 5184.843262
	Iteration 20F: 3 clusters Score -4143186 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -4143216.750000 Penalty: 5184.843262
	Iteration 21Q: 3 clusters Score -4143217 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -4143228.500000 Penalty: 5184.843262
	Iteration 22Q: 3 clusters Score -4143228 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -4143262.750000 Penalty: 5184.843262
	Iteration 23Q: 3 clusters Score -4143263 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -4143299.250000 Penalty: 5184.843262
	Iteration 24Q: 3 clusters Score -4143299 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -4143338.000000 Penalty: 5184.843262
	Iteration 25Q: 3 clusters Score -4143338 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -4143381.000000 Penalty: 5184.843262
	Iteration 26Q: 3 clusters Score -4143381 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4143401.250000 Penalty: 5184.843262
	Iteration 27Q: 3 clusters Score -4143401 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -4143415.000000 Penalty: 5184.843262
	Iteration 28Q: 3 clusters Score -4143415 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -4143439.000000 Penalty: 5184.843262
	Iteration 29Q: 3 clusters Score -4143439 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -4143459.500000 Penalty: 5184.843262
	Iteration 30Q: 3 clusters Score -4143460 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4143490.250000 Penalty: 5184.843262
	Iteration 31Q: 3 clusters Score -4143490 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4143511.750000 Penalty: 5184.843262
	Iteration 32Q: 3 clusters Score -4143512 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -4143527.000000 Penalty: 5184.843262
	Iteration 33Q: 3 clusters Score -4143527 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -4143529.250000 Penalty: 5184.843262
	Iteration 34Q: 3 clusters Score -4143529 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -4143551.750000 Penalty: 5184.843262
	Iteration 35Q: 3 clusters Score -4143552 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -4143571.750000 Penalty: 5184.843262
	Iteration 36Q: 3 clusters Score -4143572 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -4143578.250000 Penalty: 5184.843262
	Iteration 37Q: 3 clusters Score -4143578 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -4143599.500000 Penalty: 5184.843262
	Iteration 38Q: 3 clusters Score -4143600 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -4143632.750000 Penalty: 5184.843262
	Iteration 39Q: 3 clusters Score -4143633 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -4143666.000000 Penalty: 5184.843262
	Iteration 40F: 3 clusters Score -4143666 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -4143687.250000 Penalty: 5184.843262
	Iteration 41Q: 3 clusters Score -4143687 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -4143720.750000 Penalty: 5184.843262
	Iteration 42Q: 3 clusters Score -4143721 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -4143765.500000 Penalty: 5184.843262
	Iteration 43Q: 3 clusters Score -4143766 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -4143800.500000 Penalty: 5184.843262
	Iteration 44Q: 3 clusters Score -4143800 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -4143857.250000 Penalty: 5184.843262
	Iteration 45Q: 3 clusters Score -4143857 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -4143889.250000 Penalty: 5184.843262
	Iteration 46Q: 3 clusters Score -4143889 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -4143935.000000 Penalty: 5184.843262
	Iteration 47Q: 3 clusters Score -4143935 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -4143978.750000 Penalty: 5184.843262
	Iteration 48Q: 3 clusters Score -4143979 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -4144005.250000 Penalty: 5184.843262
	Iteration 49Q: 3 clusters Score -4144005 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -4144047.250000 Penalty: 5184.843262
	Iteration 50Q: 3 clusters Score -4144047 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -4144084.250000 Penalty: 5184.843262
	Iteration 51Q: 3 clusters Score -4144084 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -4144132.500000 Penalty: 5184.843262
	Iteration 52Q: 3 clusters Score -4144132 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -4144172.000000 Penalty: 5184.843262
	Iteration 53Q: 3 clusters Score -4144172 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -4144243.500000 Penalty: 5184.843262
	Iteration 54Q: 3 clusters Score -4144244 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -4144269.250000 Penalty: 5184.843262
	Iteration 55Q: 3 clusters Score -4144269 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -4144334.000000 Penalty: 5184.843262
	Iteration 56Q: 3 clusters Score -4144334 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -4144408.750000 Penalty: 5184.843262
	Iteration 57Q: 3 clusters Score -4144409 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -4144485.750000 Penalty: 5184.843262
	Iteration 58Q: 3 clusters Score -4144486 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -4144533.500000 Penalty: 5184.843262
	Iteration 59Q: 3 clusters Score -4144534 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -4144630.750000 Penalty: 5184.843262
	Iteration 60F: 3 clusters Score -4144631 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -4144697.750000 Penalty: 5184.843262
	Iteration 61Q: 3 clusters Score -4144698 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -4144803.500000 Penalty: 5184.843262
	Iteration 62Q: 3 clusters Score -4144804 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -4144886.500000 Penalty: 5184.843262
	Iteration 63Q: 3 clusters Score -4144886 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -4144986.750000 Penalty: 5184.843262
	Iteration 64Q: 3 clusters Score -4144987 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -4145095.500000 Penalty: 5184.843262
	Iteration 65Q: 3 clusters Score -4145096 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -4145225.750000 Penalty: 5184.843262
	Iteration 66Q: 3 clusters Score -4145226 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -4145371.000000 Penalty: 5184.843262
	Iteration 67Q: 3 clusters Score -4145371 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4145493.750000 Penalty: 5184.843262
	Iteration 68Q: 3 clusters Score -4145494 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -4145618.500000 Penalty: 5184.843262
	Iteration 69Q: 3 clusters Score -4145618 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -4145740.750000 Penalty: 5184.843262
	Iteration 70Q: 3 clusters Score -4145741 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -4145831.000000 Penalty: 5184.843262
	Iteration 71Q: 3 clusters Score -4145831 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4145918.750000 Penalty: 5184.843262
	Iteration 72Q: 3 clusters Score -4145919 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4146002.750000 Penalty: 5184.843262
	Iteration 73Q: 3 clusters Score -4146003 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4146081.250000 Penalty: 5184.843262
	Iteration 74Q: 3 clusters Score -4146081 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4146187.000000 Penalty: 5184.843262
	Iteration 75Q: 3 clusters Score -4146187 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4146271.250000 Penalty: 5184.843262
	Iteration 76Q: 3 clusters Score -4146271 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4146333.250000 Penalty: 5184.843262
	Iteration 77Q: 3 clusters Score -4146333 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4146373.500000 Penalty: 5184.843262
	Iteration 78Q: 3 clusters Score -4146374 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4146407.000000 Penalty: 5184.843262
	Iteration 79Q: 3 clusters Score -4146407 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4146442.000000 Penalty: 5184.843262
	Iteration 80F: 3 clusters Score -4146442 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4146478.250000 Penalty: 5184.843262
	Iteration 81Q: 3 clusters Score -4146478 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4146501.250000 Penalty: 5184.843262
	Iteration 82Q: 3 clusters Score -4146501 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4146527.250000 Penalty: 5184.843262
	Iteration 83Q: 3 clusters Score -4146527 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4146549.250000 Penalty: 5184.843262
	Iteration 84Q: 3 clusters Score -4146549 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4146573.750000 Penalty: 5184.843262
	Iteration 85Q: 3 clusters Score -4146574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4146587.750000 Penalty: 5184.843262
	Iteration 86Q: 3 clusters Score -4146588 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4146600.500000 Penalty: 5184.843262
	Iteration 87Q: 3 clusters Score -4146600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4146619.750000 Penalty: 5184.843262
	Iteration 88Q: 3 clusters Score -4146620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4146629.750000 Penalty: 5184.843262
	Iteration 89Q: 3 clusters Score -4146630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4146645.750000 Penalty: 5184.843262
	Iteration 90Q: 3 clusters Score -4146646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4146658.000000 Penalty: 5184.843262
	Iteration 91Q: 3 clusters Score -4146658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4146655.500000 Penalty: 5184.843262
	Iteration 92Q: 3 clusters Score -4146656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4146655.250000 Penalty: 5184.843262
	Iteration 93Q: 3 clusters Score -4146655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4146661.000000 Penalty: 5184.843262
	Iteration 94Q: 3 clusters Score -4146661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4146669.000000 Penalty: 5184.843262
	Iteration 95Q: 3 clusters Score -4146669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4146671.250000 Penalty: 5184.843262
	Iteration 96Q: 3 clusters Score -4146671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4146672.750000 Penalty: 5184.843262
	Iteration 97Q: 3 clusters Score -4146673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4146676.500000 Penalty: 5184.843262
	Iteration 98Q: 3 clusters Score -4146676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4146678.750000 Penalty: 5184.843262
	Iteration 99Q: 3 clusters Score -4146679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4146686.500000 Penalty: 5184.843262
	Iteration 100F: 3 clusters Score -4146686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4146690.500000 Penalty: 5184.843262
	Iteration 101Q: 3 clusters Score -4146690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4146689.000000 Penalty: 5184.843262
	Iteration 102Q: 3 clusters Score -4146689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4146680.000000 Penalty: 5184.843262
	Iteration 103Q: 3 clusters Score -4146680 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4146682.500000 Penalty: 5184.843262
	Iteration 104Q: 3 clusters Score -4146682 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4146684.750000 Penalty: 5184.843262
	Iteration 105Q: 3 clusters Score -4146685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4146691.000000 Penalty: 5184.843262
	Iteration 106Q: 3 clusters Score -4146691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
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Entering Unmasked Estep 
Score: -4146700.250000 Penalty: 5184.843262
	Iteration 107Q: 3 clusters Score -4146700 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
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Entering Unmasked Estep 
Score: -4146703.250000 Penalty: 5184.843262
	Iteration 108Q: 3 clusters Score -4146703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4146699.500000 Penalty: 5184.843262
	Iteration 109Q: 3 clusters Score -4146700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4146702.000000 Penalty: 5184.843262
	Iteration 110Q: 3 clusters Score -4146702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
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Entering Unmasked Estep 
Score: -4146705.250000 Penalty: 5184.843262
	Iteration 111Q: 3 clusters Score -4146705 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
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Entering Unmasked Estep 
Score: -4146712.000000 Penalty: 5184.843262
	Iteration 112Q: 3 clusters Score -4146712 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
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Entering Unmasked Estep 
Score: -4146713.750000 Penalty: 5184.843262
	Iteration 113Q: 3 clusters Score -4146714 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4146720.000000 Penalty: 5184.843262
	Iteration 114Q: 3 clusters Score -4146720 nChanged 14
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Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4146727.000000 Penalty: 5184.843262
	Iteration 115Q: 3 clusters Score -4146727 nChanged 14
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Mstep: Class 1 contains 33127 members 
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Entering Unmasked Estep 
Score: -4146731.250000 Penalty: 5184.843262
	Iteration 116Q: 3 clusters Score -4146731 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4146737.250000 Penalty: 5184.843262
	Iteration 117Q: 3 clusters Score -4146737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4146736.500000 Penalty: 5184.843262
	Iteration 118Q: 3 clusters Score -4146736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4146736.750000 Penalty: 5184.843262
	Iteration 119Q: 3 clusters Score -4146737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4146742.000000 Penalty: 5184.843262
	Iteration 120F: 3 clusters Score -4146742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4146740.000000 Penalty: 5184.843262
	Iteration 121Q: 3 clusters Score -4146740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4146742.250000 Penalty: 5184.843262
	Iteration 122Q: 3 clusters Score -4146742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4146740.250000 Penalty: 5184.843262
	Iteration 123Q: 3 clusters Score -4146740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4146744.500000 Penalty: 5184.843262
	Iteration 124Q: 3 clusters Score -4146744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4146747.250000 Penalty: 5184.843262
	Iteration 125Q: 3 clusters Score -4146747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4146745.000000 Penalty: 5184.843262
	Iteration 126Q: 3 clusters Score -4146745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4146749.250000 Penalty: 5184.843262
	Iteration 127Q: 3 clusters Score -4146749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4146747.500000 Penalty: 5184.843262
	Iteration 128Q: 3 clusters Score -4146748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4146747.500000 Penalty: 5184.843262
	Iteration 129F: 3 clusters Score -4146748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Entering Unmasked Estep 
Score: -1702383.625000 Penalty: 2376.380615
	Iteration 0F: 2 clusters Score -1702384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1691930.375000 Penalty: 4752.761230
	Iteration 0F: 3 clusters Score -1691930 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1695267.125000 Penalty: 4752.761230
	Iteration 1F: 3 clusters Score -1695267 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1695642.875000 Penalty: 4752.761230
	Iteration 2F: 3 clusters Score -1695643 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1695946.250000 Penalty: 4752.761230
	Iteration 3Q: 3 clusters Score -1695946 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1696178.125000 Penalty: 4752.761230
	Iteration 4Q: 3 clusters Score -1696178 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1696367.625000 Penalty: 4752.761230
	Iteration 5Q: 3 clusters Score -1696368 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1696549.625000 Penalty: 4752.761230
	Iteration 6Q: 3 clusters Score -1696550 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1696711.625000 Penalty: 4752.761230
	Iteration 7Q: 3 clusters Score -1696712 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1696885.125000 Penalty: 4752.761230
	Iteration 8Q: 3 clusters Score -1696885 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1697112.875000 Penalty: 4752.761230
	Iteration 9Q: 3 clusters Score -1697113 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1697407.625000 Penalty: 4752.761230
	Iteration 10Q: 3 clusters Score -1697408 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1697758.000000 Penalty: 4752.761230
	Iteration 11Q: 3 clusters Score -1697758 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1698222.625000 Penalty: 4752.761230
	Iteration 12Q: 3 clusters Score -1698223 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1698674.125000 Penalty: 4752.761230
	Iteration 13Q: 3 clusters Score -1698674 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1699078.375000 Penalty: 4752.761230
	Iteration 14Q: 3 clusters Score -1699078 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1699377.000000 Penalty: 4752.761230
	Iteration 15Q: 3 clusters Score -1699377 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1699624.000000 Penalty: 4752.761230
	Iteration 16Q: 3 clusters Score -1699624 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1699803.250000 Penalty: 4752.761230
	Iteration 17Q: 3 clusters Score -1699803 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1699954.750000 Penalty: 4752.761230
	Iteration 18Q: 3 clusters Score -1699955 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1700081.875000 Penalty: 4752.761230
	Iteration 19Q: 3 clusters Score -1700082 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1700169.000000 Penalty: 4752.761230
	Iteration 20F: 3 clusters Score -1700169 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1700218.125000 Penalty: 4752.761230
	Iteration 21Q: 3 clusters Score -1700218 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1700262.625000 Penalty: 4752.761230
	Iteration 22Q: 3 clusters Score -1700263 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1700305.625000 Penalty: 4752.761230
	Iteration 23Q: 3 clusters Score -1700306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1700335.375000 Penalty: 4752.761230
	Iteration 24Q: 3 clusters Score -1700335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1700354.625000 Penalty: 4752.761230
	Iteration 25Q: 3 clusters Score -1700355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1700385.250000 Penalty: 4752.761230
	Iteration 26Q: 3 clusters Score -1700385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1700396.375000 Penalty: 4752.761230
	Iteration 27Q: 3 clusters Score -1700396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1700419.125000 Penalty: 4752.761230
	Iteration 28Q: 3 clusters Score -1700419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1700439.125000 Penalty: 4752.761230
	Iteration 29Q: 3 clusters Score -1700439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1700447.750000 Penalty: 4752.761230
	Iteration 30Q: 3 clusters Score -1700448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1700455.875000 Penalty: 4752.761230
	Iteration 31Q: 3 clusters Score -1700456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1700464.625000 Penalty: 4752.761230
	Iteration 32Q: 3 clusters Score -1700465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1700466.375000 Penalty: 4752.761230
	Iteration 33Q: 3 clusters Score -1700466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1700466.625000 Penalty: 4752.761230
	Iteration 34Q: 3 clusters Score -1700467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1700467.375000 Penalty: 4752.761230
	Iteration 35Q: 3 clusters Score -1700467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1700468.250000 Penalty: 4752.761230
	Iteration 36Q: 3 clusters Score -1700468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1700471.250000 Penalty: 4752.761230
	Iteration 37Q: 3 clusters Score -1700471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1700472.750000 Penalty: 4752.761230
	Iteration 38Q: 3 clusters Score -1700473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1700474.000000 Penalty: 4752.761230
	Iteration 39Q: 3 clusters Score -1700474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1700477.375000 Penalty: 4752.761230
	Iteration 40F: 3 clusters Score -1700477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1700478.750000 Penalty: 4752.761230
	Iteration 41Q: 3 clusters Score -1700479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1700479.625000 Penalty: 4752.761230
	Iteration 42Q: 3 clusters Score -1700480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1700481.875000 Penalty: 4752.761230
	Iteration 43Q: 3 clusters Score -1700482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1700482.125000 Penalty: 4752.761230
	Iteration 44Q: 3 clusters Score -1700482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1700482.375000 Penalty: 4752.761230
	Iteration 45Q: 3 clusters Score -1700482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1700483.250000 Penalty: 4752.761230
	Iteration 46Q: 3 clusters Score -1700483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1700483.125000 Penalty: 4752.761230
	Iteration 47Q: 3 clusters Score -1700483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1700483.750000 Penalty: 4752.761230
	Iteration 48Q: 3 clusters Score -1700484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1700487.750000 Penalty: 4752.761230
	Iteration 49Q: 3 clusters Score -1700488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1700485.625000 Penalty: 4752.761230
	Iteration 50Q: 3 clusters Score -1700486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1700490.375000 Penalty: 4752.761230
	Iteration 51Q: 3 clusters Score -1700490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1700490.875000 Penalty: 4752.761230
	Iteration 52Q: 3 clusters Score -1700491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1700491.500000 Penalty: 4752.761230
	Iteration 53Q: 3 clusters Score -1700492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1700490.125000 Penalty: 4752.761230
	Iteration 54Q: 3 clusters Score -1700490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1700496.250000 Penalty: 4752.761230
	Iteration 55Q: 3 clusters Score -1700496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1700495.250000 Penalty: 4752.761230
	Iteration 56Q: 3 clusters Score -1700495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1700497.750000 Penalty: 4752.761230
	Iteration 57Q: 3 clusters Score -1700498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1700496.500000 Penalty: 4752.761230
	Iteration 58Q: 3 clusters Score -1700496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1700499.000000 Penalty: 4752.761230
	Iteration 59Q: 3 clusters Score -1700499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1700502.000000 Penalty: 4752.761230
	Iteration 60F: 3 clusters Score -1700502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1700506.000000 Penalty: 4752.761230
	Iteration 61Q: 3 clusters Score -1700506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1700503.375000 Penalty: 4752.761230
	Iteration 62Q: 3 clusters Score -1700503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1700502.750000 Penalty: 4752.761230
	Iteration 63Q: 3 clusters Score -1700503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1700503.750000 Penalty: 4752.761230
	Iteration 64Q: 3 clusters Score -1700504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1700509.875000 Penalty: 4752.761230
	Iteration 65Q: 3 clusters Score -1700510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1700508.875000 Penalty: 4752.761230
	Iteration 66Q: 3 clusters Score -1700509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1700511.750000 Penalty: 4752.761230
	Iteration 67Q: 3 clusters Score -1700512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1700514.750000 Penalty: 4752.761230
	Iteration 68Q: 3 clusters Score -1700515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1700525.625000 Penalty: 4752.761230
	Iteration 69Q: 3 clusters Score -1700526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1700524.625000 Penalty: 4752.761230
	Iteration 70Q: 3 clusters Score -1700525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1700526.750000 Penalty: 4752.761230
	Iteration 71Q: 3 clusters Score -1700527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1700532.625000 Penalty: 4752.761230
	Iteration 72Q: 3 clusters Score -1700533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1700536.750000 Penalty: 4752.761230
	Iteration 73Q: 3 clusters Score -1700537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1700543.750000 Penalty: 4752.761230
	Iteration 74Q: 3 clusters Score -1700544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1700554.250000 Penalty: 4752.761230
	Iteration 75Q: 3 clusters Score -1700554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1700561.125000 Penalty: 4752.761230
	Iteration 76Q: 3 clusters Score -1700561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1700564.375000 Penalty: 4752.761230
	Iteration 77Q: 3 clusters Score -1700564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1700568.875000 Penalty: 4752.761230
	Iteration 78Q: 3 clusters Score -1700569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1700570.000000 Penalty: 4752.761230
	Iteration 79Q: 3 clusters Score -1700570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1700571.875000 Penalty: 4752.761230
	Iteration 80F: 3 clusters Score -1700572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1700573.125000 Penalty: 4752.761230
	Iteration 81Q: 3 clusters Score -1700573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1700576.250000 Penalty: 4752.761230
	Iteration 82Q: 3 clusters Score -1700576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1700577.625000 Penalty: 4752.761230
	Iteration 83Q: 3 clusters Score -1700578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1700578.625000 Penalty: 4752.761230
	Iteration 84Q: 3 clusters Score -1700579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1700577.250000 Penalty: 4752.761230
	Iteration 85Q: 3 clusters Score -1700577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1700579.375000 Penalty: 4752.761230
	Iteration 86Q: 3 clusters Score -1700579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1700579.375000 Penalty: 4752.761230
	Iteration 87F: 3 clusters Score -1700579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Entering Unmasked Estep 
Score: -2362609.250000 Penalty: 2456.238525
	Iteration 0F: 2 clusters Score -2362609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2348549.000000 Penalty: 4912.477051
	Iteration 0F: 3 clusters Score -2348549 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2353242.250000 Penalty: 4912.477051
	Iteration 1F: 3 clusters Score -2353242 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2353610.750000 Penalty: 4912.477051
	Iteration 2F: 3 clusters Score -2353611 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2353918.000000 Penalty: 4912.477051
	Iteration 3Q: 3 clusters Score -2353918 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2354188.750000 Penalty: 4912.477051
	Iteration 4Q: 3 clusters Score -2354189 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2354440.000000 Penalty: 4912.477051
	Iteration 5Q: 3 clusters Score -2354440 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2354756.500000 Penalty: 4912.477051
	Iteration 6Q: 3 clusters Score -2354756 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2355128.750000 Penalty: 4912.477051
	Iteration 7Q: 3 clusters Score -2355129 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2355574.000000 Penalty: 4912.477051
	Iteration 8Q: 3 clusters Score -2355574 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2356156.750000 Penalty: 4912.477051
	Iteration 9Q: 3 clusters Score -2356157 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2356788.500000 Penalty: 4912.477051
	Iteration 10Q: 3 clusters Score -2356788 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2357456.500000 Penalty: 4912.477051
	Iteration 11Q: 3 clusters Score -2357456 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2358041.250000 Penalty: 4912.477051
	Iteration 12Q: 3 clusters Score -2358041 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2358485.750000 Penalty: 4912.477051
	Iteration 13Q: 3 clusters Score -2358486 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2358856.250000 Penalty: 4912.477051
	Iteration 14Q: 3 clusters Score -2358856 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2359150.250000 Penalty: 4912.477051
	Iteration 15Q: 3 clusters Score -2359150 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2359397.250000 Penalty: 4912.477051
	Iteration 16Q: 3 clusters Score -2359397 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2359636.750000 Penalty: 4912.477051
	Iteration 17Q: 3 clusters Score -2359637 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2359824.750000 Penalty: 4912.477051
	Iteration 18Q: 3 clusters Score -2359825 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2359945.750000 Penalty: 4912.477051
	Iteration 19Q: 3 clusters Score -2359946 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2360038.750000 Penalty: 4912.477051
	Iteration 20F: 3 clusters Score -2360039 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2360109.250000 Penalty: 4912.477051
	Iteration 21Q: 3 clusters Score -2360109 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2360176.000000 Penalty: 4912.477051
	Iteration 22Q: 3 clusters Score -2360176 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2360221.000000 Penalty: 4912.477051
	Iteration 23Q: 3 clusters Score -2360221 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2360255.250000 Penalty: 4912.477051
	Iteration 24Q: 3 clusters Score -2360255 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2360293.750000 Penalty: 4912.477051
	Iteration 25Q: 3 clusters Score -2360294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2360318.000000 Penalty: 4912.477051
	Iteration 26Q: 3 clusters Score -2360318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2360338.750000 Penalty: 4912.477051
	Iteration 27Q: 3 clusters Score -2360339 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2360346.500000 Penalty: 4912.477051
	Iteration 28Q: 3 clusters Score -2360346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2360368.500000 Penalty: 4912.477051
	Iteration 29Q: 3 clusters Score -2360368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2360378.000000 Penalty: 4912.477051
	Iteration 30Q: 3 clusters Score -2360378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2360387.250000 Penalty: 4912.477051
	Iteration 31Q: 3 clusters Score -2360387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2360390.250000 Penalty: 4912.477051
	Iteration 32Q: 3 clusters Score -2360390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2360401.250000 Penalty: 4912.477051
	Iteration 33Q: 3 clusters Score -2360401 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2360407.000000 Penalty: 4912.477051
	Iteration 34Q: 3 clusters Score -2360407 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2360413.250000 Penalty: 4912.477051
	Iteration 35Q: 3 clusters Score -2360413 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2360421.250000 Penalty: 4912.477051
	Iteration 36Q: 3 clusters Score -2360421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2360419.250000 Penalty: 4912.477051
	Iteration 37Q: 3 clusters Score -2360419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2360429.000000 Penalty: 4912.477051
	Iteration 38Q: 3 clusters Score -2360429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2360430.750000 Penalty: 4912.477051
	Iteration 39Q: 3 clusters Score -2360431 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2360439.000000 Penalty: 4912.477051
	Iteration 40F: 3 clusters Score -2360439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2360441.000000 Penalty: 4912.477051
	Iteration 41Q: 3 clusters Score -2360441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2360446.750000 Penalty: 4912.477051
	Iteration 42Q: 3 clusters Score -2360447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2360457.750000 Penalty: 4912.477051
	Iteration 43Q: 3 clusters Score -2360458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2360456.000000 Penalty: 4912.477051
	Iteration 44Q: 3 clusters Score -2360456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2360462.500000 Penalty: 4912.477051
	Iteration 45Q: 3 clusters Score -2360462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2360471.250000 Penalty: 4912.477051
	Iteration 46Q: 3 clusters Score -2360471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2360474.250000 Penalty: 4912.477051
	Iteration 47Q: 3 clusters Score -2360474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2360469.750000 Penalty: 4912.477051
	Iteration 48Q: 3 clusters Score -2360470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2360471.500000 Penalty: 4912.477051
	Iteration 49Q: 3 clusters Score -2360472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2360472.250000 Penalty: 4912.477051
	Iteration 50Q: 3 clusters Score -2360472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2360472.500000 Penalty: 4912.477051
	Iteration 51Q: 3 clusters Score -2360472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2360473.000000 Penalty: 4912.477051
	Iteration 52Q: 3 clusters Score -2360473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2360473.500000 Penalty: 4912.477051
	Iteration 53Q: 3 clusters Score -2360474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2360476.250000 Penalty: 4912.477051
	Iteration 54Q: 3 clusters Score -2360476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2360471.750000 Penalty: 4912.477051
	Iteration 55Q: 3 clusters Score -2360472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2360469.750000 Penalty: 4912.477051
	Iteration 56Q: 3 clusters Score -2360470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2360472.500000 Penalty: 4912.477051
	Iteration 57Q: 3 clusters Score -2360472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2360473.000000 Penalty: 4912.477051
	Iteration 58Q: 3 clusters Score -2360473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2360479.500000 Penalty: 4912.477051
	Iteration 59Q: 3 clusters Score -2360480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2360482.250000 Penalty: 4912.477051
	Iteration 60F: 3 clusters Score -2360482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2360483.750000 Penalty: 4912.477051
	Iteration 61Q: 3 clusters Score -2360484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2360485.000000 Penalty: 4912.477051
	Iteration 62Q: 3 clusters Score -2360485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2360493.000000 Penalty: 4912.477051
	Iteration 63Q: 3 clusters Score -2360493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2360489.000000 Penalty: 4912.477051
	Iteration 64Q: 3 clusters Score -2360489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2360489.500000 Penalty: 4912.477051
	Iteration 65Q: 3 clusters Score -2360490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2360493.250000 Penalty: 4912.477051
	Iteration 66Q: 3 clusters Score -2360493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2360492.250000 Penalty: 4912.477051
	Iteration 67Q: 3 clusters Score -2360492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2360496.750000 Penalty: 4912.477051
	Iteration 68Q: 3 clusters Score -2360497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2360498.500000 Penalty: 4912.477051
	Iteration 69Q: 3 clusters Score -2360498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2360500.750000 Penalty: 4912.477051
	Iteration 70Q: 3 clusters Score -2360501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2360502.500000 Penalty: 4912.477051
	Iteration 71Q: 3 clusters Score -2360502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2360505.500000 Penalty: 4912.477051
	Iteration 72Q: 3 clusters Score -2360506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2360516.500000 Penalty: 4912.477051
	Iteration 73Q: 3 clusters Score -2360516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2360523.250000 Penalty: 4912.477051
	Iteration 74Q: 3 clusters Score -2360523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2360527.000000 Penalty: 4912.477051
	Iteration 75Q: 3 clusters Score -2360527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2360525.250000 Penalty: 4912.477051
	Iteration 76Q: 3 clusters Score -2360525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2360531.500000 Penalty: 4912.477051
	Iteration 77Q: 3 clusters Score -2360532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2360536.500000 Penalty: 4912.477051
	Iteration 78Q: 3 clusters Score -2360536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2360537.000000 Penalty: 4912.477051
	Iteration 79Q: 3 clusters Score -2360537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2360552.250000 Penalty: 4912.477051
	Iteration 80F: 3 clusters Score -2360552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2360548.750000 Penalty: 4912.477051
	Iteration 81Q: 3 clusters Score -2360549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2360550.750000 Penalty: 4912.477051
	Iteration 82Q: 3 clusters Score -2360551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2360547.250000 Penalty: 4912.477051
	Iteration 83Q: 3 clusters Score -2360547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2360550.500000 Penalty: 4912.477051
	Iteration 84Q: 3 clusters Score -2360550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2360554.750000 Penalty: 4912.477051
	Iteration 85Q: 3 clusters Score -2360555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2360559.500000 Penalty: 4912.477051
	Iteration 86Q: 3 clusters Score -2360560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2360565.250000 Penalty: 4912.477051
	Iteration 87Q: 3 clusters Score -2360565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2360569.750000 Penalty: 4912.477051
	Iteration 88Q: 3 clusters Score -2360570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2360578.750000 Penalty: 4912.477051
	Iteration 89Q: 3 clusters Score -2360579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2360581.750000 Penalty: 4912.477051
	Iteration 90Q: 3 clusters Score -2360582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2360592.000000 Penalty: 4912.477051
	Iteration 91Q: 3 clusters Score -2360592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2360592.500000 Penalty: 4912.477051
	Iteration 92Q: 3 clusters Score -2360592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2360603.250000 Penalty: 4912.477051
	Iteration 93Q: 3 clusters Score -2360603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2360614.750000 Penalty: 4912.477051
	Iteration 94Q: 3 clusters Score -2360615 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2360615.000000 Penalty: 4912.477051
	Iteration 95Q: 3 clusters Score -2360615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2360622.750000 Penalty: 4912.477051
	Iteration 96Q: 3 clusters Score -2360623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2360622.000000 Penalty: 4912.477051
	Iteration 97Q: 3 clusters Score -2360622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2360633.750000 Penalty: 4912.477051
	Iteration 98Q: 3 clusters Score -2360634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2360638.250000 Penalty: 4912.477051
	Iteration 99Q: 3 clusters Score -2360638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2360638.250000 Penalty: 4912.477051
	Iteration 100F: 3 clusters Score -2360638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2360641.500000 Penalty: 4912.477051
	Iteration 101Q: 3 clusters Score -2360642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2360638.500000 Penalty: 4912.477051
	Iteration 102Q: 3 clusters Score -2360638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2360638.750000 Penalty: 4912.477051
	Iteration 103Q: 3 clusters Score -2360639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2360637.750000 Penalty: 4912.477051
	Iteration 104Q: 3 clusters Score -2360638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2360636.750000 Penalty: 4912.477051
	Iteration 105Q: 3 clusters Score -2360637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2360636.750000 Penalty: 4912.477051
	Iteration 106F: 3 clusters Score -2360637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Entering Unmasked Estep 
Score: -4224587.500000 Penalty: 2596.086670
	Iteration 0F: 2 clusters Score -4224588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -4200505.500000 Penalty: 5192.173340
	Iteration 0F: 3 clusters Score -4200506 nChanged 16153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4209764.000000 Penalty: 5192.173340
	Iteration 1F: 3 clusters Score -4209764 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -4210685.000000 Penalty: 5192.173340
	Iteration 2F: 3 clusters Score -4210685 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -4211716.000000 Penalty: 5192.173340
	Iteration 3F: 3 clusters Score -4211716 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -4213044.000000 Penalty: 5192.173340
	Iteration 4F: 3 clusters Score -4213044 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -4214595.500000 Penalty: 5192.173340
	Iteration 5F: 3 clusters Score -4214596 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -4216484.500000 Penalty: 5192.173340
	Iteration 6F: 3 clusters Score -4216484 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -4218222.000000 Penalty: 5192.173340
	Iteration 7F: 3 clusters Score -4218222 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -4219403.500000 Penalty: 5192.173340
	Iteration 8Q: 3 clusters Score -4219404 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -4219916.500000 Penalty: 5192.173340
	Iteration 9Q: 3 clusters Score -4219916 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -4220160.500000 Penalty: 5192.173340
	Iteration 10Q: 3 clusters Score -4220160 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -4220323.000000 Penalty: 5192.173340
	Iteration 11Q: 3 clusters Score -4220323 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -4220452.000000 Penalty: 5192.173340
	Iteration 12Q: 3 clusters Score -4220452 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -4220571.000000 Penalty: 5192.173340
	Iteration 13Q: 3 clusters Score -4220571 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -4220687.500000 Penalty: 5192.173340
	Iteration 14Q: 3 clusters Score -4220688 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -4220798.000000 Penalty: 5192.173340
	Iteration 15Q: 3 clusters Score -4220798 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -4220915.500000 Penalty: 5192.173340
	Iteration 16Q: 3 clusters Score -4220916 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -4221013.000000 Penalty: 5192.173340
	Iteration 17Q: 3 clusters Score -4221013 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -4221124.000000 Penalty: 5192.173340
	Iteration 18Q: 3 clusters Score -4221124 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -4221207.500000 Penalty: 5192.173340
	Iteration 19Q: 3 clusters Score -4221208 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -4221283.500000 Penalty: 5192.173340
	Iteration 20F: 3 clusters Score -4221284 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -4221356.000000 Penalty: 5192.173340
	Iteration 21Q: 3 clusters Score -4221356 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -4221433.500000 Penalty: 5192.173340
	Iteration 22Q: 3 clusters Score -4221434 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -4221499.500000 Penalty: 5192.173340
	Iteration 23Q: 3 clusters Score -4221500 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -4221581.500000 Penalty: 5192.173340
	Iteration 24Q: 3 clusters Score -4221582 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -4221645.500000 Penalty: 5192.173340
	Iteration 25Q: 3 clusters Score -4221646 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -4221720.500000 Penalty: 5192.173340
	Iteration 26Q: 3 clusters Score -4221720 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -4221794.000000 Penalty: 5192.173340
	Iteration 27Q: 3 clusters Score -4221794 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -4221873.500000 Penalty: 5192.173340
	Iteration 28Q: 3 clusters Score -4221874 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4221947.000000 Penalty: 5192.173340
	Iteration 29Q: 3 clusters Score -4221947 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -4222023.000000 Penalty: 5192.173340
	Iteration 30Q: 3 clusters Score -4222023 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4222066.500000 Penalty: 5192.173340
	Iteration 31Q: 3 clusters Score -4222066 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -4222117.500000 Penalty: 5192.173340
	Iteration 32Q: 3 clusters Score -4222118 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -4222156.000000 Penalty: 5192.173340
	Iteration 33Q: 3 clusters Score -4222156 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4222171.500000 Penalty: 5192.173340
	Iteration 34Q: 3 clusters Score -4222172 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4222205.500000 Penalty: 5192.173340
	Iteration 35Q: 3 clusters Score -4222206 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4222227.500000 Penalty: 5192.173340
	Iteration 36Q: 3 clusters Score -4222228 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4222261.000000 Penalty: 5192.173340
	Iteration 37Q: 3 clusters Score -4222261 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4222271.000000 Penalty: 5192.173340
	Iteration 38Q: 3 clusters Score -4222271 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4222299.000000 Penalty: 5192.173340
	Iteration 39Q: 3 clusters Score -4222299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4222322.000000 Penalty: 5192.173340
	Iteration 40F: 3 clusters Score -4222322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4222341.500000 Penalty: 5192.173340
	Iteration 41Q: 3 clusters Score -4222342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4222357.500000 Penalty: 5192.173340
	Iteration 42Q: 3 clusters Score -4222358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4222379.000000 Penalty: 5192.173340
	Iteration 43Q: 3 clusters Score -4222379 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4222402.500000 Penalty: 5192.173340
	Iteration 44Q: 3 clusters Score -4222402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4222406.000000 Penalty: 5192.173340
	Iteration 45Q: 3 clusters Score -4222406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4222410.500000 Penalty: 5192.173340
	Iteration 46Q: 3 clusters Score -4222410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4222413.500000 Penalty: 5192.173340
	Iteration 47Q: 3 clusters Score -4222414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4222417.500000 Penalty: 5192.173340
	Iteration 48Q: 3 clusters Score -4222418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4222420.500000 Penalty: 5192.173340
	Iteration 49Q: 3 clusters Score -4222420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4222433.500000 Penalty: 5192.173340
	Iteration 50Q: 3 clusters Score -4222434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4222444.000000 Penalty: 5192.173340
	Iteration 51Q: 3 clusters Score -4222444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4222445.000000 Penalty: 5192.173340
	Iteration 52Q: 3 clusters Score -4222445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4222447.500000 Penalty: 5192.173340
	Iteration 53Q: 3 clusters Score -4222448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4222451.500000 Penalty: 5192.173340
	Iteration 54Q: 3 clusters Score -4222452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4222454.000000 Penalty: 5192.173340
	Iteration 55Q: 3 clusters Score -4222454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4222454.000000 Penalty: 5192.173340
	Iteration 56Q: 3 clusters Score -4222454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4222457.500000 Penalty: 5192.173340
	Iteration 57Q: 3 clusters Score -4222458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4222456.000000 Penalty: 5192.173340
	Iteration 58Q: 3 clusters Score -4222456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4222455.000000 Penalty: 5192.173340
	Iteration 59Q: 3 clusters Score -4222455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4222454.500000 Penalty: 5192.173340
	Iteration 60F: 3 clusters Score -4222454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4222456.500000 Penalty: 5192.173340
	Iteration 61Q: 3 clusters Score -4222456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4222453.500000 Penalty: 5192.173340
	Iteration 62Q: 3 clusters Score -4222454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4222454.000000 Penalty: 5192.173340
	Iteration 63Q: 3 clusters Score -4222454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4222459.000000 Penalty: 5192.173340
	Iteration 64Q: 3 clusters Score -4222459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4222462.500000 Penalty: 5192.173340
	Iteration 65Q: 3 clusters Score -4222462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4222466.000000 Penalty: 5192.173340
	Iteration 66Q: 3 clusters Score -4222466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4222458.500000 Penalty: 5192.173340
	Iteration 67Q: 3 clusters Score -4222458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4222464.000000 Penalty: 5192.173340
	Iteration 68Q: 3 clusters Score -4222464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4222460.500000 Penalty: 5192.173340
	Iteration 69Q: 3 clusters Score -4222460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4222466.500000 Penalty: 5192.173340
	Iteration 70Q: 3 clusters Score -4222466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4222466.500000 Penalty: 5192.173340
	Iteration 71Q: 3 clusters Score -4222466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4222463.000000 Penalty: 5192.173340
	Iteration 72Q: 3 clusters Score -4222463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4222463.500000 Penalty: 5192.173340
	Iteration 73Q: 3 clusters Score -4222464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4222464.000000 Penalty: 5192.173340
	Iteration 74Q: 3 clusters Score -4222464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4222463.500000 Penalty: 5192.173340
	Iteration 75Q: 3 clusters Score -4222464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4222462.500000 Penalty: 5192.173340
	Iteration 76Q: 3 clusters Score -4222462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4222462.500000 Penalty: 5192.173340
	Iteration 77F: 3 clusters Score -4222462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Entering Unmasked Estep 
Score: -5113458.000000 Penalty: 2653.460938
	Iteration 0F: 2 clusters Score -5113458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -5083580.500000 Penalty: 5306.921875
	Iteration 0F: 3 clusters Score -5083580 nChanged 20356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -5094563.500000 Penalty: 5306.921875
	Iteration 1F: 3 clusters Score -5094564 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -5095091.000000 Penalty: 5306.921875
	Iteration 2Q: 3 clusters Score -5095091 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5095569.000000 Penalty: 5306.921875
	Iteration 3Q: 3 clusters Score -5095569 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -5096014.000000 Penalty: 5306.921875
	Iteration 4Q: 3 clusters Score -5096014 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -5096505.500000 Penalty: 5306.921875
	Iteration 5Q: 3 clusters Score -5096506 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -5096995.500000 Penalty: 5306.921875
	Iteration 6Q: 3 clusters Score -5096996 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -5097541.500000 Penalty: 5306.921875
	Iteration 7Q: 3 clusters Score -5097542 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -5098158.000000 Penalty: 5306.921875
	Iteration 8Q: 3 clusters Score -5098158 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -5098906.000000 Penalty: 5306.921875
	Iteration 9Q: 3 clusters Score -5098906 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -5099783.000000 Penalty: 5306.921875
	Iteration 10Q: 3 clusters Score -5099783 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -5100893.000000 Penalty: 5306.921875
	Iteration 11Q: 3 clusters Score -5100893 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -5102114.500000 Penalty: 5306.921875
	Iteration 12Q: 3 clusters Score -5102114 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -5103260.000000 Penalty: 5306.921875
	Iteration 13Q: 3 clusters Score -5103260 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -5104379.000000 Penalty: 5306.921875
	Iteration 14Q: 3 clusters Score -5104379 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -5105511.500000 Penalty: 5306.921875
	Iteration 15Q: 3 clusters Score -5105512 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -5106623.500000 Penalty: 5306.921875
	Iteration 16Q: 3 clusters Score -5106624 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -5107563.500000 Penalty: 5306.921875
	Iteration 17Q: 3 clusters Score -5107564 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -5108443.500000 Penalty: 5306.921875
	Iteration 18Q: 3 clusters Score -5108444 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -5109136.000000 Penalty: 5306.921875
	Iteration 19Q: 3 clusters Score -5109136 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -5109658.500000 Penalty: 5306.921875
	Iteration 20F: 3 clusters Score -5109658 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5110030.000000 Penalty: 5306.921875
	Iteration 21Q: 3 clusters Score -5110030 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -5110307.500000 Penalty: 5306.921875
	Iteration 22Q: 3 clusters Score -5110308 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5110496.500000 Penalty: 5306.921875
	Iteration 23Q: 3 clusters Score -5110496 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5110629.500000 Penalty: 5306.921875
	Iteration 24Q: 3 clusters Score -5110630 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5110726.000000 Penalty: 5306.921875
	Iteration 25Q: 3 clusters Score -5110726 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5110817.500000 Penalty: 5306.921875
	Iteration 26Q: 3 clusters Score -5110818 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5110896.000000 Penalty: 5306.921875
	Iteration 27Q: 3 clusters Score -5110896 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5110935.000000 Penalty: 5306.921875
	Iteration 28Q: 3 clusters Score -5110935 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5110981.000000 Penalty: 5306.921875
	Iteration 29Q: 3 clusters Score -5110981 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5111021.000000 Penalty: 5306.921875
	Iteration 30Q: 3 clusters Score -5111021 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5111051.000000 Penalty: 5306.921875
	Iteration 31Q: 3 clusters Score -5111051 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5111070.500000 Penalty: 5306.921875
	Iteration 32Q: 3 clusters Score -5111070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5111106.000000 Penalty: 5306.921875
	Iteration 33Q: 3 clusters Score -5111106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5111108.500000 Penalty: 5306.921875
	Iteration 34Q: 3 clusters Score -5111108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5111124.500000 Penalty: 5306.921875
	Iteration 35Q: 3 clusters Score -5111124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5111154.000000 Penalty: 5306.921875
	Iteration 36Q: 3 clusters Score -5111154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5111165.000000 Penalty: 5306.921875
	Iteration 37Q: 3 clusters Score -5111165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5111167.000000 Penalty: 5306.921875
	Iteration 38Q: 3 clusters Score -5111167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5111192.000000 Penalty: 5306.921875
	Iteration 39Q: 3 clusters Score -5111192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5111199.500000 Penalty: 5306.921875
	Iteration 40F: 3 clusters Score -5111200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5111209.000000 Penalty: 5306.921875
	Iteration 41Q: 3 clusters Score -5111209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5111225.500000 Penalty: 5306.921875
	Iteration 42Q: 3 clusters Score -5111226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5111243.500000 Penalty: 5306.921875
	Iteration 43Q: 3 clusters Score -5111244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5111254.000000 Penalty: 5306.921875
	Iteration 44Q: 3 clusters Score -5111254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5111264.000000 Penalty: 5306.921875
	Iteration 45Q: 3 clusters Score -5111264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5111267.500000 Penalty: 5306.921875
	Iteration 46Q: 3 clusters Score -5111268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5111282.000000 Penalty: 5306.921875
	Iteration 47Q: 3 clusters Score -5111282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5111285.000000 Penalty: 5306.921875
	Iteration 48Q: 3 clusters Score -5111285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5111293.000000 Penalty: 5306.921875
	Iteration 49Q: 3 clusters Score -5111293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5111296.000000 Penalty: 5306.921875
	Iteration 50Q: 3 clusters Score -5111296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5111299.500000 Penalty: 5306.921875
	Iteration 51Q: 3 clusters Score -5111300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5111299.500000 Penalty: 5306.921875
	Iteration 52Q: 3 clusters Score -5111300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5111300.500000 Penalty: 5306.921875
	Iteration 53Q: 3 clusters Score -5111300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5111306.000000 Penalty: 5306.921875
	Iteration 54Q: 3 clusters Score -5111306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5111306.500000 Penalty: 5306.921875
	Iteration 55Q: 3 clusters Score -5111306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5111310.500000 Penalty: 5306.921875
	Iteration 56Q: 3 clusters Score -5111310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5111312.000000 Penalty: 5306.921875
	Iteration 57Q: 3 clusters Score -5111312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5111312.500000 Penalty: 5306.921875
	Iteration 58Q: 3 clusters Score -5111312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5111313.000000 Penalty: 5306.921875
	Iteration 59Q: 3 clusters Score -5111313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5111326.500000 Penalty: 5306.921875
	Iteration 60F: 3 clusters Score -5111326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5111323.500000 Penalty: 5306.921875
	Iteration 61Q: 3 clusters Score -5111324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5111325.500000 Penalty: 5306.921875
	Iteration 62Q: 3 clusters Score -5111326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5111324.500000 Penalty: 5306.921875
	Iteration 63Q: 3 clusters Score -5111324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5111324.500000 Penalty: 5306.921875
	Iteration 64F: 3 clusters Score -5111324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Entering Unmasked Estep 
Score: -1162749.875000 Penalty: 2283.020996
	Iteration 0F: 2 clusters Score -1162750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1155096.375000 Penalty: 4566.041992
	Iteration 0F: 3 clusters Score -1155096 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1157307.750000 Penalty: 4566.041992
	Iteration 1F: 3 clusters Score -1157308 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1157592.625000 Penalty: 4566.041992
	Iteration 2F: 3 clusters Score -1157593 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1157881.125000 Penalty: 4566.041992
	Iteration 3F: 3 clusters Score -1157881 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1158251.375000 Penalty: 4566.041992
	Iteration 4F: 3 clusters Score -1158251 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1158705.000000 Penalty: 4566.041992
	Iteration 5F: 3 clusters Score -1158705 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1159206.875000 Penalty: 4566.041992
	Iteration 6F: 3 clusters Score -1159207 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1159719.750000 Penalty: 4566.041992
	Iteration 7F: 3 clusters Score -1159720 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1160173.375000 Penalty: 4566.041992
	Iteration 8F: 3 clusters Score -1160173 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1160525.375000 Penalty: 4566.041992
	Iteration 9Q: 3 clusters Score -1160525 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1160777.250000 Penalty: 4566.041992
	Iteration 10Q: 3 clusters Score -1160777 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1161001.500000 Penalty: 4566.041992
	Iteration 11Q: 3 clusters Score -1161002 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1161163.500000 Penalty: 4566.041992
	Iteration 12Q: 3 clusters Score -1161164 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1161290.125000 Penalty: 4566.041992
	Iteration 13Q: 3 clusters Score -1161290 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1161382.250000 Penalty: 4566.041992
	Iteration 14Q: 3 clusters Score -1161382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1161445.250000 Penalty: 4566.041992
	Iteration 15Q: 3 clusters Score -1161445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1161501.250000 Penalty: 4566.041992
	Iteration 16Q: 3 clusters Score -1161501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1161539.375000 Penalty: 4566.041992
	Iteration 17Q: 3 clusters Score -1161539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1161559.750000 Penalty: 4566.041992
	Iteration 18Q: 3 clusters Score -1161560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1161570.625000 Penalty: 4566.041992
	Iteration 19Q: 3 clusters Score -1161571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1161584.000000 Penalty: 4566.041992
	Iteration 20F: 3 clusters Score -1161584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1161593.500000 Penalty: 4566.041992
	Iteration 21Q: 3 clusters Score -1161594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1161600.875000 Penalty: 4566.041992
	Iteration 22Q: 3 clusters Score -1161601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1161601.375000 Penalty: 4566.041992
	Iteration 23Q: 3 clusters Score -1161601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1161607.500000 Penalty: 4566.041992
	Iteration 24Q: 3 clusters Score -1161608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1161606.875000 Penalty: 4566.041992
	Iteration 25Q: 3 clusters Score -1161607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1161610.250000 Penalty: 4566.041992
	Iteration 26Q: 3 clusters Score -1161610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1161610.125000 Penalty: 4566.041992
	Iteration 27Q: 3 clusters Score -1161610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1161609.750000 Penalty: 4566.041992
	Iteration 28Q: 3 clusters Score -1161610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1161609.750000 Penalty: 4566.041992
	Iteration 29F: 3 clusters Score -1161610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -70588.320312 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -70588.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69044.789062 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -69044.79 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69432.437500 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -69432.44 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69585.015625 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -69585.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69653.382812 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -69653.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69682.953125 Penalty: 3291.429688
	Iteration 4Q: 3 clusters Score -69682.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -69718.593750 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -69718.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -69754.015625 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -69754.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -69764.617188 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -69764.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -69772.687500 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -69772.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -69779.468750 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -69779.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -69782.992188 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -69782.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -69785.210938 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -69785.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -69790.609375 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -69790.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -69796.539062 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -69796.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -69804.554688 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -69804.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -69820.234375 Penalty: 3291.429688
	Iteration 15Q: 3 clusters Score -69820.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -69843.554688 Penalty: 3291.429688
	Iteration 16Q: 3 clusters Score -69843.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -69876.632812 Penalty: 3291.429688
	Iteration 17Q: 3 clusters Score -69876.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -69897.140625 Penalty: 3291.429688
	Iteration 18Q: 3 clusters Score -69897.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -69930.312500 Penalty: 3291.429688
	Iteration 19Q: 3 clusters Score -69930.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -69966.492188 Penalty: 3291.429688
	Iteration 20F: 3 clusters Score -69966.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -70009.328125 Penalty: 3291.429688
	Iteration 21Q: 3 clusters Score -70009.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -70076.398438 Penalty: 3291.429688
	Iteration 22Q: 3 clusters Score -70076.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -70134.937500 Penalty: 3291.429688
	Iteration 23Q: 3 clusters Score -70134.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -70190.960938 Penalty: 3291.429688
	Iteration 24Q: 3 clusters Score -70190.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -70255.984375 Penalty: 3291.429688
	Iteration 25Q: 3 clusters Score -70255.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -70283.390625 Penalty: 3291.429688
	Iteration 26Q: 3 clusters Score -70283.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -70288.273438 Penalty: 3291.429688
	Iteration 27Q: 3 clusters Score -70288.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -70291.671875 Penalty: 3291.429688
	Iteration 28Q: 3 clusters Score -70291.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -70295.273438 Penalty: 3291.429688
	Iteration 29Q: 3 clusters Score -70295.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -70297.906250 Penalty: 3291.429688
	Iteration 30Q: 3 clusters Score -70297.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -70300.226562 Penalty: 3291.429688
	Iteration 31Q: 3 clusters Score -70300.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -70300.226562 Penalty: 3291.429688
	Iteration 32F: 3 clusters Score -70300.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Entering Unmasked Estep 
Score: -7737848.500000 Penalty: 2749.418457
	Iteration 0F: 2 clusters Score -7737848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -7694122.000000 Penalty: 5498.836914
	Iteration 0F: 3 clusters Score -7694122 nChanged 30377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -7711265.000000 Penalty: 5498.836914
	Iteration 1F: 3 clusters Score -7711265 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -7712152.000000 Penalty: 5498.836914
	Iteration 2Q: 3 clusters Score -7712152 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -7713155.500000 Penalty: 5498.836914
	Iteration 3Q: 3 clusters Score -7713156 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -7714336.500000 Penalty: 5498.836914
	Iteration 4Q: 3 clusters Score -7714336 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -7715600.500000 Penalty: 5498.836914
	Iteration 5Q: 3 clusters Score -7715600 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -7716957.500000 Penalty: 5498.836914
	Iteration 6Q: 3 clusters Score -7716958 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -7718387.000000 Penalty: 5498.836914
	Iteration 7Q: 3 clusters Score -7718387 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -7719832.000000 Penalty: 5498.836914
	Iteration 8Q: 3 clusters Score -7719832 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -7721168.000000 Penalty: 5498.836914
	Iteration 9Q: 3 clusters Score -7721168 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -7722371.500000 Penalty: 5498.836914
	Iteration 10Q: 3 clusters Score -7722372 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -7723330.000000 Penalty: 5498.836914
	Iteration 11Q: 3 clusters Score -7723330 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -7724197.000000 Penalty: 5498.836914
	Iteration 12Q: 3 clusters Score -7724197 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -7724965.000000 Penalty: 5498.836914
	Iteration 13Q: 3 clusters Score -7724965 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -7725779.000000 Penalty: 5498.836914
	Iteration 14Q: 3 clusters Score -7725779 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -7726636.500000 Penalty: 5498.836914
	Iteration 15Q: 3 clusters Score -7726636 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -7727673.500000 Penalty: 5498.836914
	Iteration 16Q: 3 clusters Score -7727674 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -7728686.500000 Penalty: 5498.836914
	Iteration 17Q: 3 clusters Score -7728686 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 54145 members 
Entering Unmasked Estep 
Score: -7729807.500000 Penalty: 5498.836914
	Iteration 18Q: 3 clusters Score -7729808 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -7731113.500000 Penalty: 5498.836914
	Iteration 19Q: 3 clusters Score -7731114 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -7732297.000000 Penalty: 5498.836914
	Iteration 20F: 3 clusters Score -7732297 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -7733258.500000 Penalty: 5498.836914
	Iteration 21Q: 3 clusters Score -7733258 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -7734001.000000 Penalty: 5498.836914
	Iteration 22Q: 3 clusters Score -7734001 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -7734507.500000 Penalty: 5498.836914
	Iteration 23Q: 3 clusters Score -7734508 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -7734833.500000 Penalty: 5498.836914
	Iteration 24Q: 3 clusters Score -7734834 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -7735071.500000 Penalty: 5498.836914
	Iteration 25Q: 3 clusters Score -7735072 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -7735194.500000 Penalty: 5498.836914
	Iteration 26Q: 3 clusters Score -7735194 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -7735286.500000 Penalty: 5498.836914
	Iteration 27Q: 3 clusters Score -7735286 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -7735340.500000 Penalty: 5498.836914
	Iteration 28Q: 3 clusters Score -7735340 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -7735384.500000 Penalty: 5498.836914
	Iteration 29Q: 3 clusters Score -7735384 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -7735423.500000 Penalty: 5498.836914
	Iteration 30Q: 3 clusters Score -7735424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -7735454.500000 Penalty: 5498.836914
	Iteration 31Q: 3 clusters Score -7735454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -7735471.500000 Penalty: 5498.836914
	Iteration 32Q: 3 clusters Score -7735472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -7735484.000000 Penalty: 5498.836914
	Iteration 33Q: 3 clusters Score -7735484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -7735483.500000 Penalty: 5498.836914
	Iteration 34Q: 3 clusters Score -7735484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -7735488.500000 Penalty: 5498.836914
	Iteration 35Q: 3 clusters Score -7735488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -7735533.000000 Penalty: 5498.836914
	Iteration 36Q: 3 clusters Score -7735533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -7735531.000000 Penalty: 5498.836914
	Iteration 37Q: 3 clusters Score -7735531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -7735534.000000 Penalty: 5498.836914
	Iteration 38Q: 3 clusters Score -7735534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -7735548.500000 Penalty: 5498.836914
	Iteration 39Q: 3 clusters Score -7735548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -7735554.500000 Penalty: 5498.836914
	Iteration 40F: 3 clusters Score -7735554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -7735555.000000 Penalty: 5498.836914
	Iteration 41Q: 3 clusters Score -7735555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -7735559.500000 Penalty: 5498.836914
	Iteration 42Q: 3 clusters Score -7735560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -7735574.000000 Penalty: 5498.836914
	Iteration 43Q: 3 clusters Score -7735574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -7735575.000000 Penalty: 5498.836914
	Iteration 44Q: 3 clusters Score -7735575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -7735576.000000 Penalty: 5498.836914
	Iteration 45Q: 3 clusters Score -7735576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -7735593.000000 Penalty: 5498.836914
	Iteration 46Q: 3 clusters Score -7735593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -7735598.000000 Penalty: 5498.836914
	Iteration 47Q: 3 clusters Score -7735598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -7735608.000000 Penalty: 5498.836914
	Iteration 48Q: 3 clusters Score -7735608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -7735602.500000 Penalty: 5498.836914
	Iteration 49Q: 3 clusters Score -7735602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 64466 members 
Entering Unmasked Estep 
Score: -7735611.000000 Penalty: 5498.836914
	Iteration 50Q: 3 clusters Score -7735611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -7735625.500000 Penalty: 5498.836914
	Iteration 51Q: 3 clusters Score -7735626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -7735636.500000 Penalty: 5498.836914
	Iteration 52Q: 3 clusters Score -7735636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -7735646.500000 Penalty: 5498.836914
	Iteration 53Q: 3 clusters Score -7735646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -7735656.500000 Penalty: 5498.836914
	Iteration 54Q: 3 clusters Score -7735656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 64508 members 
Entering Unmasked Estep 
Score: -7735666.000000 Penalty: 5498.836914
	Iteration 55Q: 3 clusters Score -7735666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -7735663.500000 Penalty: 5498.836914
	Iteration 56Q: 3 clusters Score -7735664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -7735665.000000 Penalty: 5498.836914
	Iteration 57Q: 3 clusters Score -7735665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -7735665.500000 Penalty: 5498.836914
	Iteration 58Q: 3 clusters Score -7735666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -7735671.500000 Penalty: 5498.836914
	Iteration 59Q: 3 clusters Score -7735672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -7735680.500000 Penalty: 5498.836914
	Iteration 60F: 3 clusters Score -7735680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -7735685.000000 Penalty: 5498.836914
	Iteration 61Q: 3 clusters Score -7735685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -7735687.000000 Penalty: 5498.836914
	Iteration 62Q: 3 clusters Score -7735687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -7735695.500000 Penalty: 5498.836914
	Iteration 63Q: 3 clusters Score -7735696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -7735689.500000 Penalty: 5498.836914
	Iteration 64Q: 3 clusters Score -7735690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -7735692.500000 Penalty: 5498.836914
	Iteration 65Q: 3 clusters Score -7735692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -7735691.000000 Penalty: 5498.836914
	Iteration 66Q: 3 clusters Score -7735691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -7735687.000000 Penalty: 5498.836914
	Iteration 67Q: 3 clusters Score -7735687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -7735694.000000 Penalty: 5498.836914
	Iteration 68Q: 3 clusters Score -7735694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -7735693.500000 Penalty: 5498.836914
	Iteration 69Q: 3 clusters Score -7735694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -7735694.500000 Penalty: 5498.836914
	Iteration 70Q: 3 clusters Score -7735694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -7735698.500000 Penalty: 5498.836914
	Iteration 71Q: 3 clusters Score -7735698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -7735698.000000 Penalty: 5498.836914
	Iteration 72Q: 3 clusters Score -7735698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -7735696.500000 Penalty: 5498.836914
	Iteration 73Q: 3 clusters Score -7735696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -7735702.500000 Penalty: 5498.836914
	Iteration 74Q: 3 clusters Score -7735702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -7735702.500000 Penalty: 5498.836914
	Iteration 75F: 3 clusters Score -7735702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (163207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163207 members 
Entering Unmasked Estep 
Score: -19440142.000000 Penalty: 2976.687988
	Iteration 0F: 2 clusters Score -1.944014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 81811 members 
Entering Unmasked Estep 
Score: -19332238.000000 Penalty: 5953.375977
	Iteration 0F: 3 clusters Score -1.933224e+07 nChanged 78147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -19376852.000000 Penalty: 5953.375977
	Iteration 1F: 3 clusters Score -1.937685e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 86252 members 
Entering Unmasked Estep 
Score: -19377570.000000 Penalty: 5953.375977
	Iteration 2Q: 3 clusters Score -1.937757e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -19378784.000000 Penalty: 5953.375977
	Iteration 3Q: 3 clusters Score -1.937878e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -19380750.000000 Penalty: 5953.375977
	Iteration 4Q: 3 clusters Score -1.938075e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 99762 members 
Entering Unmasked Estep 
Score: -19384266.000000 Penalty: 5953.375977
	Iteration 5Q: 3 clusters Score -1.938427e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 109467 members 
Entering Unmasked Estep 
Score: -19390614.000000 Penalty: 5953.375977
	Iteration 6F: 3 clusters Score -1.939061e+07 nChanged 13567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 122528 members 
Entering Unmasked Estep 
Score: -19401510.000000 Penalty: 5953.375977
	Iteration 7F: 3 clusters Score -1.940151e+07 nChanged 14567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 136871 members 
Entering Unmasked Estep 
Score: -19414958.000000 Penalty: 5953.375977
	Iteration 8F: 3 clusters Score -1.941496e+07 nChanged 11832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 148621 members 
Entering Unmasked Estep 
Score: -19426064.000000 Penalty: 5953.375977
	Iteration 9F: 3 clusters Score -1.942606e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 155395 members 
Entering Unmasked Estep 
Score: -19432566.000000 Penalty: 5953.375977
	Iteration 10Q: 3 clusters Score -1.943257e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 158307 members 
Entering Unmasked Estep 
Score: -19435392.000000 Penalty: 5953.375977
	Iteration 11Q: 3 clusters Score -1.943539e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 159437 members 
Entering Unmasked Estep 
Score: -19436448.000000 Penalty: 5953.375977
	Iteration 12Q: 3 clusters Score -1.943645e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 159928 members 
Entering Unmasked Estep 
Score: -19437094.000000 Penalty: 5953.375977
	Iteration 13Q: 3 clusters Score -1.943709e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 160219 members 
Entering Unmasked Estep 
Score: -19437354.000000 Penalty: 5953.375977
	Iteration 14Q: 3 clusters Score -1.943735e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 160405 members 
Entering Unmasked Estep 
Score: -19437492.000000 Penalty: 5953.375977
	Iteration 15Q: 3 clusters Score -1.943749e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 160551 members 
Entering Unmasked Estep 
Score: -19437530.000000 Penalty: 5953.375977
	Iteration 16Q: 3 clusters Score -1.943753e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 160670 members 
Entering Unmasked Estep 
Score: -19437590.000000 Penalty: 5953.375977
	Iteration 17Q: 3 clusters Score -1.943759e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 160784 members 
Entering Unmasked Estep 
Score: -19437668.000000 Penalty: 5953.375977
	Iteration 18Q: 3 clusters Score -1.943767e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 160857 members 
Entering Unmasked Estep 
Score: -19437706.000000 Penalty: 5953.375977
	Iteration 19Q: 3 clusters Score -1.943771e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 160920 members 
Entering Unmasked Estep 
Score: -19437682.000000 Penalty: 5953.375977
	Iteration 20F: 3 clusters Score -1.943768e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 160968 members 
Entering Unmasked Estep 
Score: -19437686.000000 Penalty: 5953.375977
	Iteration 21Q: 3 clusters Score -1.943769e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 161012 members 
Entering Unmasked Estep 
Score: -19437710.000000 Penalty: 5953.375977
	Iteration 22Q: 3 clusters Score -1.943771e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 161055 members 
Entering Unmasked Estep 
Score: -19437708.000000 Penalty: 5953.375977
	Iteration 23Q: 3 clusters Score -1.943771e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -19437732.000000 Penalty: 5953.375977
	Iteration 24Q: 3 clusters Score -1.943773e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 161117 members 
Entering Unmasked Estep 
Score: -19437726.000000 Penalty: 5953.375977
	Iteration 25Q: 3 clusters Score -1.943773e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 161148 members 
Entering Unmasked Estep 
Score: -19437722.000000 Penalty: 5953.375977
	Iteration 26Q: 3 clusters Score -1.943772e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 161170 members 
Entering Unmasked Estep 
Score: -19437730.000000 Penalty: 5953.375977
	Iteration 27Q: 3 clusters Score -1.943773e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 161191 members 
Entering Unmasked Estep 
Score: -19437716.000000 Penalty: 5953.375977
	Iteration 28Q: 3 clusters Score -1.943772e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 161217 members 
Entering Unmasked Estep 
Score: -19437734.000000 Penalty: 5953.375977
	Iteration 29Q: 3 clusters Score -1.943773e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 161239 members 
Entering Unmasked Estep 
Score: -19437758.000000 Penalty: 5953.375977
	Iteration 30Q: 3 clusters Score -1.943776e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 161257 members 
Entering Unmasked Estep 
Score: -19437752.000000 Penalty: 5953.375977
	Iteration 31Q: 3 clusters Score -1.943775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 161270 members 
Entering Unmasked Estep 
Score: -19437764.000000 Penalty: 5953.375977
	Iteration 32Q: 3 clusters Score -1.943776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 161281 members 
Entering Unmasked Estep 
Score: -19437758.000000 Penalty: 5953.375977
	Iteration 33Q: 3 clusters Score -1.943776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 161295 members 
Entering Unmasked Estep 
Score: -19437766.000000 Penalty: 5953.375977
	Iteration 34Q: 3 clusters Score -1.943777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 161304 members 
Entering Unmasked Estep 
Score: -19437774.000000 Penalty: 5953.375977
	Iteration 35Q: 3 clusters Score -1.943777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 161313 members 
Entering Unmasked Estep 
Score: -19437776.000000 Penalty: 5953.375977
	Iteration 36Q: 3 clusters Score -1.943778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 161323 members 
Entering Unmasked Estep 
Score: -19437776.000000 Penalty: 5953.375977
	Iteration 37Q: 3 clusters Score -1.943778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 161335 members 
Entering Unmasked Estep 
Score: -19437768.000000 Penalty: 5953.375977
	Iteration 38Q: 3 clusters Score -1.943777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 161342 members 
Entering Unmasked Estep 
Score: -19437792.000000 Penalty: 5953.375977
	Iteration 39Q: 3 clusters Score -1.943779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 161347 members 
Entering Unmasked Estep 
Score: -19437788.000000 Penalty: 5953.375977
	Iteration 40F: 3 clusters Score -1.943779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 161351 members 
Entering Unmasked Estep 
Score: -19437784.000000 Penalty: 5953.375977
	Iteration 41Q: 3 clusters Score -1.943778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 161354 members 
Entering Unmasked Estep 
Score: -19437782.000000 Penalty: 5953.375977
	Iteration 42Q: 3 clusters Score -1.943778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 161358 members 
Entering Unmasked Estep 
Score: -19437780.000000 Penalty: 5953.375977
	Iteration 43Q: 3 clusters Score -1.943778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -19437790.000000 Penalty: 5953.375977
	Iteration 44Q: 3 clusters Score -1.943779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 161364 members 
Entering Unmasked Estep 
Score: -19437770.000000 Penalty: 5953.375977
	Iteration 45Q: 3 clusters Score -1.943777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 161363 members 
Entering Unmasked Estep 
Score: -19437790.000000 Penalty: 5953.375977
	Iteration 46Q: 3 clusters Score -1.943779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 161364 members 
Entering Unmasked Estep 
Score: -19437800.000000 Penalty: 5953.375977
	Iteration 47Q: 3 clusters Score -1.94378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 161365 members 
Entering Unmasked Estep 
Score: -19437794.000000 Penalty: 5953.375977
	Iteration 48Q: 3 clusters Score -1.943779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 161367 members 
Entering Unmasked Estep 
Score: -19437798.000000 Penalty: 5953.375977
	Iteration 49Q: 3 clusters Score -1.94378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 161367 members 
Entering Unmasked Estep 
Score: -19437798.000000 Penalty: 5953.375977
	Iteration 50F: 3 clusters Score -1.94378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94566 members 
Entering Unmasked Estep 
Score: -11295657.000000 Penalty: 2841.349121
	Iteration 0F: 2 clusters Score -1.129566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -11232232.000000 Penalty: 5682.698242
	Iteration 0F: 3 clusters Score -1.123223e+07 nChanged 44680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -11258111.000000 Penalty: 5682.698242
	Iteration 1F: 3 clusters Score -1.125811e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -11258970.000000 Penalty: 5682.698242
	Iteration 2Q: 3 clusters Score -1.125897e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -11259807.000000 Penalty: 5682.698242
	Iteration 3Q: 3 clusters Score -1.125981e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -11260802.000000 Penalty: 5682.698242
	Iteration 4Q: 3 clusters Score -1.12608e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -11261723.000000 Penalty: 5682.698242
	Iteration 5Q: 3 clusters Score -1.126172e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -11262726.000000 Penalty: 5682.698242
	Iteration 6Q: 3 clusters Score -1.126273e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -11263792.000000 Penalty: 5682.698242
	Iteration 7Q: 3 clusters Score -1.126379e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -11265125.000000 Penalty: 5682.698242
	Iteration 8Q: 3 clusters Score -1.126512e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -11266641.000000 Penalty: 5682.698242
	Iteration 9Q: 3 clusters Score -1.126664e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -11268282.000000 Penalty: 5682.698242
	Iteration 10Q: 3 clusters Score -1.126828e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -11270186.000000 Penalty: 5682.698242
	Iteration 11Q: 3 clusters Score -1.127019e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -11272387.000000 Penalty: 5682.698242
	Iteration 12Q: 3 clusters Score -1.127239e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -11274433.000000 Penalty: 5682.698242
	Iteration 13Q: 3 clusters Score -1.127443e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -11275825.000000 Penalty: 5682.698242
	Iteration 14Q: 3 clusters Score -1.127582e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -11276567.000000 Penalty: 5682.698242
	Iteration 15Q: 3 clusters Score -1.127657e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -11276966.000000 Penalty: 5682.698242
	Iteration 16Q: 3 clusters Score -1.127697e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -11277244.000000 Penalty: 5682.698242
	Iteration 17Q: 3 clusters Score -1.127724e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -11277546.000000 Penalty: 5682.698242
	Iteration 18Q: 3 clusters Score -1.127755e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -11277811.000000 Penalty: 5682.698242
	Iteration 19Q: 3 clusters Score -1.127781e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -11278056.000000 Penalty: 5682.698242
	Iteration 20F: 3 clusters Score -1.127806e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -11278317.000000 Penalty: 5682.698242
	Iteration 21Q: 3 clusters Score -1.127832e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -11278647.000000 Penalty: 5682.698242
	Iteration 22Q: 3 clusters Score -1.127865e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -11278985.000000 Penalty: 5682.698242
	Iteration 23Q: 3 clusters Score -1.127898e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -11279390.000000 Penalty: 5682.698242
	Iteration 24Q: 3 clusters Score -1.127939e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -11279934.000000 Penalty: 5682.698242
	Iteration 25Q: 3 clusters Score -1.127993e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -11280450.000000 Penalty: 5682.698242
	Iteration 26Q: 3 clusters Score -1.128045e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -11281097.000000 Penalty: 5682.698242
	Iteration 27Q: 3 clusters Score -1.12811e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 70816 members 
Entering Unmasked Estep 
Score: -11281908.000000 Penalty: 5682.698242
	Iteration 28Q: 3 clusters Score -1.128191e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -11282786.000000 Penalty: 5682.698242
	Iteration 29Q: 3 clusters Score -1.128279e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -11283742.000000 Penalty: 5682.698242
	Iteration 30Q: 3 clusters Score -1.128374e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
Score: -11284844.000000 Penalty: 5682.698242
	Iteration 31Q: 3 clusters Score -1.128484e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -11285794.000000 Penalty: 5682.698242
	Iteration 32Q: 3 clusters Score -1.128579e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -11286849.000000 Penalty: 5682.698242
	Iteration 33Q: 3 clusters Score -1.128685e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 82881 members 
Entering Unmasked Estep 
Score: -11287847.000000 Penalty: 5682.698242
	Iteration 34Q: 3 clusters Score -1.128785e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 84452 members 
Entering Unmasked Estep 
Score: -11288780.000000 Penalty: 5682.698242
	Iteration 35Q: 3 clusters Score -1.128878e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
Score: -11289598.000000 Penalty: 5682.698242
	Iteration 36Q: 3 clusters Score -1.12896e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 87029 members 
Entering Unmasked Estep 
Score: -11290257.000000 Penalty: 5682.698242
	Iteration 37Q: 3 clusters Score -1.129026e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -11290742.000000 Penalty: 5682.698242
	Iteration 38Q: 3 clusters Score -1.129074e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 88793 members 
Entering Unmasked Estep 
Score: -11291150.000000 Penalty: 5682.698242
	Iteration 39Q: 3 clusters Score -1.129115e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 89408 members 
Entering Unmasked Estep 
Score: -11291472.000000 Penalty: 5682.698242
	Iteration 40F: 3 clusters Score -1.129147e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -11291761.000000 Penalty: 5682.698242
	Iteration 41Q: 3 clusters Score -1.129176e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -11292024.000000 Penalty: 5682.698242
	Iteration 42Q: 3 clusters Score -1.129202e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 90990 members 
Entering Unmasked Estep 
Score: -11292234.000000 Penalty: 5682.698242
	Iteration 43Q: 3 clusters Score -1.129223e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 91363 members 
Entering Unmasked Estep 
Score: -11292442.000000 Penalty: 5682.698242
	Iteration 44Q: 3 clusters Score -1.129244e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -11292572.000000 Penalty: 5682.698242
	Iteration 45Q: 3 clusters Score -1.129257e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -11292689.000000 Penalty: 5682.698242
	Iteration 46Q: 3 clusters Score -1.129269e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 92167 members 
Entering Unmasked Estep 
Score: -11292763.000000 Penalty: 5682.698242
	Iteration 47Q: 3 clusters Score -1.129276e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -11292845.000000 Penalty: 5682.698242
	Iteration 48Q: 3 clusters Score -1.129284e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 92515 members 
Entering Unmasked Estep 
Score: -11292902.000000 Penalty: 5682.698242
	Iteration 49Q: 3 clusters Score -1.12929e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 92654 members 
Entering Unmasked Estep 
Score: -11292931.000000 Penalty: 5682.698242
	Iteration 50Q: 3 clusters Score -1.129293e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 92778 members 
Entering Unmasked Estep 
Score: -11292975.000000 Penalty: 5682.698242
	Iteration 51Q: 3 clusters Score -1.129298e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 92886 members 
Entering Unmasked Estep 
Score: -11293009.000000 Penalty: 5682.698242
	Iteration 52Q: 3 clusters Score -1.129301e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 92980 members 
Entering Unmasked Estep 
Score: -11293050.000000 Penalty: 5682.698242
	Iteration 53Q: 3 clusters Score -1.129305e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 93055 members 
Entering Unmasked Estep 
Score: -11293091.000000 Penalty: 5682.698242
	Iteration 54Q: 3 clusters Score -1.129309e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 93138 members 
Entering Unmasked Estep 
Score: -11293091.000000 Penalty: 5682.698242
	Iteration 55Q: 3 clusters Score -1.129309e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -11293139.000000 Penalty: 5682.698242
	Iteration 56Q: 3 clusters Score -1.129314e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -11293145.000000 Penalty: 5682.698242
	Iteration 57Q: 3 clusters Score -1.129314e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -11293157.000000 Penalty: 5682.698242
	Iteration 58Q: 3 clusters Score -1.129316e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 93311 members 
Entering Unmasked Estep 
Score: -11293159.000000 Penalty: 5682.698242
	Iteration 59Q: 3 clusters Score -1.129316e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -11293162.000000 Penalty: 5682.698242
	Iteration 60F: 3 clusters Score -1.129316e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 93360 members 
Entering Unmasked Estep 
Score: -11293163.000000 Penalty: 5682.698242
	Iteration 61Q: 3 clusters Score -1.129316e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 93377 members 
Entering Unmasked Estep 
Score: -11293185.000000 Penalty: 5682.698242
	Iteration 62Q: 3 clusters Score -1.129318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -11293175.000000 Penalty: 5682.698242
	Iteration 63Q: 3 clusters Score -1.129318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 93398 members 
Entering Unmasked Estep 
Score: -11293191.000000 Penalty: 5682.698242
	Iteration 64Q: 3 clusters Score -1.129319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -11293175.000000 Penalty: 5682.698242
	Iteration 65Q: 3 clusters Score -1.129318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -11293173.000000 Penalty: 5682.698242
	Iteration 66Q: 3 clusters Score -1.129317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 93422 members 
Entering Unmasked Estep 
Score: -11293172.000000 Penalty: 5682.698242
	Iteration 67Q: 3 clusters Score -1.129317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -11293182.000000 Penalty: 5682.698242
	Iteration 68Q: 3 clusters Score -1.129318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 93432 members 
Entering Unmasked Estep 
Score: -11293184.000000 Penalty: 5682.698242
	Iteration 69Q: 3 clusters Score -1.129318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -11293180.000000 Penalty: 5682.698242
	Iteration 70Q: 3 clusters Score -1.129318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 93439 members 
Entering Unmasked Estep 
Score: -11293195.000000 Penalty: 5682.698242
	Iteration 71Q: 3 clusters Score -1.12932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 93443 members 
Entering Unmasked Estep 
Score: -11293196.000000 Penalty: 5682.698242
	Iteration 72Q: 3 clusters Score -1.12932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -11293196.000000 Penalty: 5682.698242
	Iteration 73Q: 3 clusters Score -1.12932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -11293195.000000 Penalty: 5682.698242
	Iteration 74Q: 3 clusters Score -1.12932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -11293195.000000 Penalty: 5682.698242
	Iteration 75F: 3 clusters Score -1.12932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Entering Unmasked Estep 
Score: -516225.781250 Penalty: 2095.011963
	Iteration 0F: 2 clusters Score -516225.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -511957.375000 Penalty: 4190.023926
	Iteration 0F: 3 clusters Score -511957.4 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -513017.593750 Penalty: 4190.023926
	Iteration 1F: 3 clusters Score -513017.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -513373.125000 Penalty: 4190.023926
	Iteration 2F: 3 clusters Score -513373.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -513656.437500 Penalty: 4190.023926
	Iteration 3F: 3 clusters Score -513656.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -513923.281250 Penalty: 4190.023926
	Iteration 4F: 3 clusters Score -513923.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -514199.281250 Penalty: 4190.023926
	Iteration 5F: 3 clusters Score -514199.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -514401.593750 Penalty: 4190.023926
	Iteration 6Q: 3 clusters Score -514401.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -514575.343750 Penalty: 4190.023926
	Iteration 7Q: 3 clusters Score -514575.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -514713.531250 Penalty: 4190.023926
	Iteration 8Q: 3 clusters Score -514713.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -514805.750000 Penalty: 4190.023926
	Iteration 9Q: 3 clusters Score -514805.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -514869.531250 Penalty: 4190.023926
	Iteration 10Q: 3 clusters Score -514869.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -514914.250000 Penalty: 4190.023926
	Iteration 11Q: 3 clusters Score -514914.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -514954.468750 Penalty: 4190.023926
	Iteration 12Q: 3 clusters Score -514954.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -514980.000000 Penalty: 4190.023926
	Iteration 13Q: 3 clusters Score -514980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -514995.468750 Penalty: 4190.023926
	Iteration 14Q: 3 clusters Score -514995.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -515004.125000 Penalty: 4190.023926
	Iteration 15Q: 3 clusters Score -515004.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -515012.625000 Penalty: 4190.023926
	Iteration 16Q: 3 clusters Score -515012.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -515020.406250 Penalty: 4190.023926
	Iteration 17Q: 3 clusters Score -515020.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -515026.468750 Penalty: 4190.023926
	Iteration 18Q: 3 clusters Score -515026.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -515030.343750 Penalty: 4190.023926
	Iteration 19Q: 3 clusters Score -515030.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -515030.781250 Penalty: 4190.023926
	Iteration 20F: 3 clusters Score -515030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -515031.343750 Penalty: 4190.023926
	Iteration 21Q: 3 clusters Score -515031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -515030.531250 Penalty: 4190.023926
	Iteration 22Q: 3 clusters Score -515030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -515031.343750 Penalty: 4190.023926
	Iteration 23Q: 3 clusters Score -515031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -515033.625000 Penalty: 4190.023926
	Iteration 24Q: 3 clusters Score -515033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -515035.875000 Penalty: 4190.023926
	Iteration 25Q: 3 clusters Score -515035.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -515036.593750 Penalty: 4190.023926
	Iteration 26Q: 3 clusters Score -515036.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -515039.125000 Penalty: 4190.023926
	Iteration 27Q: 3 clusters Score -515039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -515041.968750 Penalty: 4190.023926
	Iteration 28Q: 3 clusters Score -515042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -515044.187500 Penalty: 4190.023926
	Iteration 29Q: 3 clusters Score -515044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -515045.687500 Penalty: 4190.023926
	Iteration 30Q: 3 clusters Score -515045.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -515045.125000 Penalty: 4190.023926
	Iteration 31Q: 3 clusters Score -515045.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -515046.781250 Penalty: 4190.023926
	Iteration 32Q: 3 clusters Score -515046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -515047.218750 Penalty: 4190.023926
	Iteration 33Q: 3 clusters Score -515047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -515046.718750 Penalty: 4190.023926
	Iteration 34Q: 3 clusters Score -515046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -515047.062500 Penalty: 4190.023926
	Iteration 35Q: 3 clusters Score -515047.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -515047.062500 Penalty: 4190.023926
	Iteration 36F: 3 clusters Score -515047.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -447542.968750 Penalty: 2049.434326
	Iteration 0F: 2 clusters Score -447543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -443706.187500 Penalty: 4098.868652
	Iteration 0F: 3 clusters Score -443706.2 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -444566.500000 Penalty: 4098.868652
	Iteration 1F: 3 clusters Score -444566.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -444755.062500 Penalty: 4098.868652
	Iteration 2F: 3 clusters Score -444755.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -444868.187500 Penalty: 4098.868652
	Iteration 3Q: 3 clusters Score -444868.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -444947.718750 Penalty: 4098.868652
	Iteration 4Q: 3 clusters Score -444947.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -445010.781250 Penalty: 4098.868652
	Iteration 5Q: 3 clusters Score -445010.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -445055.375000 Penalty: 4098.868652
	Iteration 6Q: 3 clusters Score -445055.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -445085.468750 Penalty: 4098.868652
	Iteration 7Q: 3 clusters Score -445085.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -445104.093750 Penalty: 4098.868652
	Iteration 8Q: 3 clusters Score -445104.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -445119.750000 Penalty: 4098.868652
	Iteration 9Q: 3 clusters Score -445119.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -445133.093750 Penalty: 4098.868652
	Iteration 10Q: 3 clusters Score -445133.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -445148.562500 Penalty: 4098.868652
	Iteration 11Q: 3 clusters Score -445148.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -445164.375000 Penalty: 4098.868652
	Iteration 12Q: 3 clusters Score -445164.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -445181.062500 Penalty: 4098.868652
	Iteration 13Q: 3 clusters Score -445181.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -445191.625000 Penalty: 4098.868652
	Iteration 14Q: 3 clusters Score -445191.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -445199.937500 Penalty: 4098.868652
	Iteration 15Q: 3 clusters Score -445199.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -445209.000000 Penalty: 4098.868652
	Iteration 16Q: 3 clusters Score -445209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -445220.250000 Penalty: 4098.868652
	Iteration 17Q: 3 clusters Score -445220.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -445232.687500 Penalty: 4098.868652
	Iteration 18Q: 3 clusters Score -445232.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -445241.562500 Penalty: 4098.868652
	Iteration 19Q: 3 clusters Score -445241.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -445246.750000 Penalty: 4098.868652
	Iteration 20F: 3 clusters Score -445246.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -445252.000000 Penalty: 4098.868652
	Iteration 21Q: 3 clusters Score -445252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -445256.031250 Penalty: 4098.868652
	Iteration 22Q: 3 clusters Score -445256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -445259.531250 Penalty: 4098.868652
	Iteration 23Q: 3 clusters Score -445259.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -445262.750000 Penalty: 4098.868652
	Iteration 24Q: 3 clusters Score -445262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -445265.625000 Penalty: 4098.868652
	Iteration 25Q: 3 clusters Score -445265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -445266.156250 Penalty: 4098.868652
	Iteration 26Q: 3 clusters Score -445266.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -445267.625000 Penalty: 4098.868652
	Iteration 27Q: 3 clusters Score -445267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -445268.343750 Penalty: 4098.868652
	Iteration 28Q: 3 clusters Score -445268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -445268.937500 Penalty: 4098.868652
	Iteration 29Q: 3 clusters Score -445268.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -445273.875000 Penalty: 4098.868652
	Iteration 30Q: 3 clusters Score -445273.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -445278.656250 Penalty: 4098.868652
	Iteration 31Q: 3 clusters Score -445278.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -445284.937500 Penalty: 4098.868652
	Iteration 32Q: 3 clusters Score -445284.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -445292.500000 Penalty: 4098.868652
	Iteration 33Q: 3 clusters Score -445292.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -445298.656250 Penalty: 4098.868652
	Iteration 34Q: 3 clusters Score -445298.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -445301.875000 Penalty: 4098.868652
	Iteration 35Q: 3 clusters Score -445301.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -445309.093750 Penalty: 4098.868652
	Iteration 36Q: 3 clusters Score -445309.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -445318.406250 Penalty: 4098.868652
	Iteration 37Q: 3 clusters Score -445318.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -445330.062500 Penalty: 4098.868652
	Iteration 38Q: 3 clusters Score -445330.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -445339.343750 Penalty: 4098.868652
	Iteration 39Q: 3 clusters Score -445339.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -445347.562500 Penalty: 4098.868652
	Iteration 40F: 3 clusters Score -445347.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -445353.000000 Penalty: 4098.868652
	Iteration 41Q: 3 clusters Score -445353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -445359.718750 Penalty: 4098.868652
	Iteration 42Q: 3 clusters Score -445359.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -445367.281250 Penalty: 4098.868652
	Iteration 43Q: 3 clusters Score -445367.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -445371.218750 Penalty: 4098.868652
	Iteration 44Q: 3 clusters Score -445371.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -445376.531250 Penalty: 4098.868652
	Iteration 45Q: 3 clusters Score -445376.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -445382.312500 Penalty: 4098.868652
	Iteration 46Q: 3 clusters Score -445382.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -445386.375000 Penalty: 4098.868652
	Iteration 47Q: 3 clusters Score -445386.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -445390.125000 Penalty: 4098.868652
	Iteration 48Q: 3 clusters Score -445390.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -445395.000000 Penalty: 4098.868652
	Iteration 49Q: 3 clusters Score -445395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -445399.000000 Penalty: 4098.868652
	Iteration 50Q: 3 clusters Score -445399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -445401.437500 Penalty: 4098.868652
	Iteration 51Q: 3 clusters Score -445401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -445402.875000 Penalty: 4098.868652
	Iteration 52Q: 3 clusters Score -445402.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -445403.437500 Penalty: 4098.868652
	Iteration 53Q: 3 clusters Score -445403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -445403.500000 Penalty: 4098.868652
	Iteration 54Q: 3 clusters Score -445403.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -445403.500000 Penalty: 4098.868652
	Iteration 55F: 3 clusters Score -445403.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (179967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179967 members 
Entering Unmasked Estep 
Score: -21514084.000000 Penalty: 3000.931152
	Iteration 0F: 2 clusters Score -2.151408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90119 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
Score: -21401316.000000 Penalty: 6001.862305
	Iteration 0F: 3 clusters Score -2.140132e+07 nChanged 86345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -21451314.000000 Penalty: 6001.862305
	Iteration 1F: 3 clusters Score -2.145131e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -21452130.000000 Penalty: 6001.862305
	Iteration 2Q: 3 clusters Score -2.145213e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -21453126.000000 Penalty: 6001.862305
	Iteration 3Q: 3 clusters Score -2.145313e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93859 members 
Mstep: Class 2 contains 86108 members 
Entering Unmasked Estep 
Score: -21454200.000000 Penalty: 6001.862305
	Iteration 4Q: 3 clusters Score -2.14542e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96167 members 
Mstep: Class 2 contains 83800 members 
Entering Unmasked Estep 
Score: -21455670.000000 Penalty: 6001.862305
	Iteration 5Q: 3 clusters Score -2.145567e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 80256 members 
Entering Unmasked Estep 
Score: -21457620.000000 Penalty: 6001.862305
	Iteration 6Q: 3 clusters Score -2.145762e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104974 members 
Mstep: Class 2 contains 74993 members 
Entering Unmasked Estep 
Score: -21460400.000000 Penalty: 6001.862305
	Iteration 7Q: 3 clusters Score -2.14604e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112704 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -21465230.000000 Penalty: 6001.862305
	Iteration 8F: 3 clusters Score -2.146523e+07 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123326 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -21473094.000000 Penalty: 6001.862305
	Iteration 9F: 3 clusters Score -2.147309e+07 nChanged 13627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136463 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -21483692.000000 Penalty: 6001.862305
	Iteration 10F: 3 clusters Score -2.148369e+07 nChanged 13733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149984 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -21495814.000000 Penalty: 6001.862305
	Iteration 11F: 3 clusters Score -2.149581e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161189 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -21504996.000000 Penalty: 6001.862305
	Iteration 12F: 3 clusters Score -2.1505e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168190 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -21509460.000000 Penalty: 6001.862305
	Iteration 13Q: 3 clusters Score -2.150946e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171782 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -21511364.000000 Penalty: 6001.862305
	Iteration 14Q: 3 clusters Score -2.151136e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173616 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -21512286.000000 Penalty: 6001.862305
	Iteration 15Q: 3 clusters Score -2.151229e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174636 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -21512740.000000 Penalty: 6001.862305
	Iteration 16Q: 3 clusters Score -2.151274e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175267 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -21512894.000000 Penalty: 6001.862305
	Iteration 17Q: 3 clusters Score -2.151289e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175694 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -21513036.000000 Penalty: 6001.862305
	Iteration 18Q: 3 clusters Score -2.151304e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175982 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -21513010.000000 Penalty: 6001.862305
	Iteration 19Q: 3 clusters Score -2.151301e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176201 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -21512988.000000 Penalty: 6001.862305
	Iteration 20F: 3 clusters Score -2.151299e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176349 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -21513008.000000 Penalty: 6001.862305
	Iteration 21Q: 3 clusters Score -2.151301e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176459 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -21513044.000000 Penalty: 6001.862305
	Iteration 22Q: 3 clusters Score -2.151304e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176557 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -21513032.000000 Penalty: 6001.862305
	Iteration 23Q: 3 clusters Score -2.151303e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176640 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -21513000.000000 Penalty: 6001.862305
	Iteration 24Q: 3 clusters Score -2.1513e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176717 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -21513026.000000 Penalty: 6001.862305
	Iteration 25Q: 3 clusters Score -2.151303e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176783 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -21513042.000000 Penalty: 6001.862305
	Iteration 26Q: 3 clusters Score -2.151304e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176845 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -21513002.000000 Penalty: 6001.862305
	Iteration 27Q: 3 clusters Score -2.1513e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176886 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -21512998.000000 Penalty: 6001.862305
	Iteration 28Q: 3 clusters Score -2.1513e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176925 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -21513042.000000 Penalty: 6001.862305
	Iteration 29Q: 3 clusters Score -2.151304e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176970 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -21513048.000000 Penalty: 6001.862305
	Iteration 30Q: 3 clusters Score -2.151305e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177003 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -21513030.000000 Penalty: 6001.862305
	Iteration 31Q: 3 clusters Score -2.151303e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177022 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -21513026.000000 Penalty: 6001.862305
	Iteration 32Q: 3 clusters Score -2.151303e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177049 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -21513030.000000 Penalty: 6001.862305
	Iteration 33Q: 3 clusters Score -2.151303e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177076 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -21513012.000000 Penalty: 6001.862305
	Iteration 34Q: 3 clusters Score -2.151301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177101 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -21513012.000000 Penalty: 6001.862305
	Iteration 35Q: 3 clusters Score -2.151301e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177125 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -21513022.000000 Penalty: 6001.862305
	Iteration 36Q: 3 clusters Score -2.151302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177139 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -21513014.000000 Penalty: 6001.862305
	Iteration 37Q: 3 clusters Score -2.151301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177158 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -21513014.000000 Penalty: 6001.862305
	Iteration 38Q: 3 clusters Score -2.151301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177173 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21513010.000000 Penalty: 6001.862305
	Iteration 39Q: 3 clusters Score -2.151301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177189 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -21512986.000000 Penalty: 6001.862305
	Iteration 40F: 3 clusters Score -2.151299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177207 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -21512990.000000 Penalty: 6001.862305
	Iteration 41Q: 3 clusters Score -2.151299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177219 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -21512980.000000 Penalty: 6001.862305
	Iteration 42Q: 3 clusters Score -2.151298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177226 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -21512994.000000 Penalty: 6001.862305
	Iteration 43Q: 3 clusters Score -2.151299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177236 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -21512988.000000 Penalty: 6001.862305
	Iteration 44Q: 3 clusters Score -2.151299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177243 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -21512998.000000 Penalty: 6001.862305
	Iteration 45Q: 3 clusters Score -2.1513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177253 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -21513002.000000 Penalty: 6001.862305
	Iteration 46Q: 3 clusters Score -2.1513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177256 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -21513016.000000 Penalty: 6001.862305
	Iteration 47Q: 3 clusters Score -2.151302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177258 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -21513000.000000 Penalty: 6001.862305
	Iteration 48Q: 3 clusters Score -2.1513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177259 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -21513002.000000 Penalty: 6001.862305
	Iteration 49Q: 3 clusters Score -2.1513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177261 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -21512998.000000 Penalty: 6001.862305
	Iteration 50Q: 3 clusters Score -2.1513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177262 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -21512992.000000 Penalty: 6001.862305
	Iteration 51Q: 3 clusters Score -2.151299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177265 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -21512990.000000 Penalty: 6001.862305
	Iteration 52Q: 3 clusters Score -2.151299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177269 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -21512992.000000 Penalty: 6001.862305
	Iteration 53Q: 3 clusters Score -2.151299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177269 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -21512992.000000 Penalty: 6001.862305
	Iteration 54F: 3 clusters Score -2.151299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -307568.562500 Penalty: 1962.643921
	Iteration 0F: 2 clusters Score -307568.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -304509.062500 Penalty: 3925.287842
	Iteration 0F: 3 clusters Score -304509.1 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -305097.937500 Penalty: 3925.287842
	Iteration 1F: 3 clusters Score -305097.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -305209.437500 Penalty: 3925.287842
	Iteration 2F: 3 clusters Score -305209.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -305271.375000 Penalty: 3925.287842
	Iteration 3Q: 3 clusters Score -305271.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -305311.468750 Penalty: 3925.287842
	Iteration 4Q: 3 clusters Score -305311.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -305336.093750 Penalty: 3925.287842
	Iteration 5Q: 3 clusters Score -305336.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -305355.718750 Penalty: 3925.287842
	Iteration 6Q: 3 clusters Score -305355.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -305365.375000 Penalty: 3925.287842
	Iteration 7Q: 3 clusters Score -305365.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -305372.750000 Penalty: 3925.287842
	Iteration 8Q: 3 clusters Score -305372.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -305377.468750 Penalty: 3925.287842
	Iteration 9Q: 3 clusters Score -305377.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -305381.218750 Penalty: 3925.287842
	Iteration 10Q: 3 clusters Score -305381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -305385.281250 Penalty: 3925.287842
	Iteration 11Q: 3 clusters Score -305385.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -305389.187500 Penalty: 3925.287842
	Iteration 12Q: 3 clusters Score -305389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -305391.968750 Penalty: 3925.287842
	Iteration 13Q: 3 clusters Score -305392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -305396.000000 Penalty: 3925.287842
	Iteration 14Q: 3 clusters Score -305396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -305399.593750 Penalty: 3925.287842
	Iteration 15Q: 3 clusters Score -305399.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -305404.312500 Penalty: 3925.287842
	Iteration 16Q: 3 clusters Score -305404.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -305407.375000 Penalty: 3925.287842
	Iteration 17Q: 3 clusters Score -305407.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -305411.906250 Penalty: 3925.287842
	Iteration 18Q: 3 clusters Score -305411.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -305415.218750 Penalty: 3925.287842
	Iteration 19Q: 3 clusters Score -305415.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -305417.937500 Penalty: 3925.287842
	Iteration 20F: 3 clusters Score -305417.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -305420.625000 Penalty: 3925.287842
	Iteration 21Q: 3 clusters Score -305420.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -305422.718750 Penalty: 3925.287842
	Iteration 22Q: 3 clusters Score -305422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -305423.968750 Penalty: 3925.287842
	Iteration 23Q: 3 clusters Score -305424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -305424.562500 Penalty: 3925.287842
	Iteration 24Q: 3 clusters Score -305424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -305426.750000 Penalty: 3925.287842
	Iteration 25Q: 3 clusters Score -305426.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -305429.750000 Penalty: 3925.287842
	Iteration 26Q: 3 clusters Score -305429.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -305435.218750 Penalty: 3925.287842
	Iteration 27Q: 3 clusters Score -305435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -305436.906250 Penalty: 3925.287842
	Iteration 28Q: 3 clusters Score -305436.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -305438.843750 Penalty: 3925.287842
	Iteration 29Q: 3 clusters Score -305438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -305439.468750 Penalty: 3925.287842
	Iteration 30Q: 3 clusters Score -305439.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -305440.625000 Penalty: 3925.287842
	Iteration 31Q: 3 clusters Score -305440.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -305443.750000 Penalty: 3925.287842
	Iteration 32Q: 3 clusters Score -305443.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -305447.687500 Penalty: 3925.287842
	Iteration 33Q: 3 clusters Score -305447.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -305451.500000 Penalty: 3925.287842
	Iteration 34Q: 3 clusters Score -305451.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -305455.500000 Penalty: 3925.287842
	Iteration 35Q: 3 clusters Score -305455.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -305459.250000 Penalty: 3925.287842
	Iteration 36Q: 3 clusters Score -305459.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -305463.500000 Penalty: 3925.287842
	Iteration 37Q: 3 clusters Score -305463.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -305466.281250 Penalty: 3925.287842
	Iteration 38Q: 3 clusters Score -305466.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -305468.125000 Penalty: 3925.287842
	Iteration 39Q: 3 clusters Score -305468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -305468.593750 Penalty: 3925.287842
	Iteration 40F: 3 clusters Score -305468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -305469.531250 Penalty: 3925.287842
	Iteration 41Q: 3 clusters Score -305469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -305470.500000 Penalty: 3925.287842
	Iteration 42Q: 3 clusters Score -305470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -305472.343750 Penalty: 3925.287842
	Iteration 43Q: 3 clusters Score -305472.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -305473.687500 Penalty: 3925.287842
	Iteration 44Q: 3 clusters Score -305473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -305474.406250 Penalty: 3925.287842
	Iteration 45Q: 3 clusters Score -305474.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -305474.406250 Penalty: 3925.287842
	Iteration 46F: 3 clusters Score -305474.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -492295.468750 Penalty: 2070.320068
	Iteration 0F: 2 clusters Score -492295.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -488234.812500 Penalty: 4140.640137
	Iteration 0F: 3 clusters Score -488234.8 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -489227.750000 Penalty: 4140.640137
	Iteration 1F: 3 clusters Score -489227.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -489425.343750 Penalty: 4140.640137
	Iteration 2F: 3 clusters Score -489425.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -489535.406250 Penalty: 4140.640137
	Iteration 3Q: 3 clusters Score -489535.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -489617.375000 Penalty: 4140.640137
	Iteration 4Q: 3 clusters Score -489617.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -489676.125000 Penalty: 4140.640137
	Iteration 5Q: 3 clusters Score -489676.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -489730.750000 Penalty: 4140.640137
	Iteration 6Q: 3 clusters Score -489730.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -489785.218750 Penalty: 4140.640137
	Iteration 7Q: 3 clusters Score -489785.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -489837.625000 Penalty: 4140.640137
	Iteration 8Q: 3 clusters Score -489837.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -489885.656250 Penalty: 4140.640137
	Iteration 9Q: 3 clusters Score -489885.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -489919.656250 Penalty: 4140.640137
	Iteration 10Q: 3 clusters Score -489919.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -489945.343750 Penalty: 4140.640137
	Iteration 11Q: 3 clusters Score -489945.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -489969.937500 Penalty: 4140.640137
	Iteration 12Q: 3 clusters Score -489969.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -489997.812500 Penalty: 4140.640137
	Iteration 13Q: 3 clusters Score -489997.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -490022.218750 Penalty: 4140.640137
	Iteration 14Q: 3 clusters Score -490022.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -490046.312500 Penalty: 4140.640137
	Iteration 15Q: 3 clusters Score -490046.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -490067.812500 Penalty: 4140.640137
	Iteration 16Q: 3 clusters Score -490067.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -490088.093750 Penalty: 4140.640137
	Iteration 17Q: 3 clusters Score -490088.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -490113.062500 Penalty: 4140.640137
	Iteration 18Q: 3 clusters Score -490113.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -490140.875000 Penalty: 4140.640137
	Iteration 19Q: 3 clusters Score -490140.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -490172.125000 Penalty: 4140.640137
	Iteration 20F: 3 clusters Score -490172.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -490203.062500 Penalty: 4140.640137
	Iteration 21Q: 3 clusters Score -490203.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -490232.375000 Penalty: 4140.640137
	Iteration 22Q: 3 clusters Score -490232.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -490259.343750 Penalty: 4140.640137
	Iteration 23Q: 3 clusters Score -490259.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -490276.406250 Penalty: 4140.640137
	Iteration 24Q: 3 clusters Score -490276.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -490296.093750 Penalty: 4140.640137
	Iteration 25Q: 3 clusters Score -490296.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -490312.968750 Penalty: 4140.640137
	Iteration 26Q: 3 clusters Score -490313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -490327.031250 Penalty: 4140.640137
	Iteration 27Q: 3 clusters Score -490327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -490341.156250 Penalty: 4140.640137
	Iteration 28Q: 3 clusters Score -490341.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -490359.500000 Penalty: 4140.640137
	Iteration 29Q: 3 clusters Score -490359.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -490376.500000 Penalty: 4140.640137
	Iteration 30Q: 3 clusters Score -490376.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -490390.406250 Penalty: 4140.640137
	Iteration 31Q: 3 clusters Score -490390.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -490406.312500 Penalty: 4140.640137
	Iteration 32Q: 3 clusters Score -490406.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -490419.218750 Penalty: 4140.640137
	Iteration 33Q: 3 clusters Score -490419.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -490427.187500 Penalty: 4140.640137
	Iteration 34Q: 3 clusters Score -490427.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -490443.562500 Penalty: 4140.640137
	Iteration 35Q: 3 clusters Score -490443.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -490453.343750 Penalty: 4140.640137
	Iteration 36Q: 3 clusters Score -490453.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -490462.093750 Penalty: 4140.640137
	Iteration 37Q: 3 clusters Score -490462.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -490470.281250 Penalty: 4140.640137
	Iteration 38Q: 3 clusters Score -490470.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -490476.000000 Penalty: 4140.640137
	Iteration 39Q: 3 clusters Score -490476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -490482.781250 Penalty: 4140.640137
	Iteration 40F: 3 clusters Score -490482.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -490492.937500 Penalty: 4140.640137
	Iteration 41Q: 3 clusters Score -490492.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -490496.531250 Penalty: 4140.640137
	Iteration 42Q: 3 clusters Score -490496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -490498.812500 Penalty: 4140.640137
	Iteration 43Q: 3 clusters Score -490498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -490503.406250 Penalty: 4140.640137
	Iteration 44Q: 3 clusters Score -490503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -490508.281250 Penalty: 4140.640137
	Iteration 45Q: 3 clusters Score -490508.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -490514.093750 Penalty: 4140.640137
	Iteration 46Q: 3 clusters Score -490514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -490516.437500 Penalty: 4140.640137
	Iteration 47Q: 3 clusters Score -490516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -490518.312500 Penalty: 4140.640137
	Iteration 48Q: 3 clusters Score -490518.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -490519.562500 Penalty: 4140.640137
	Iteration 49Q: 3 clusters Score -490519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -490520.875000 Penalty: 4140.640137
	Iteration 50Q: 3 clusters Score -490520.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -490521.062500 Penalty: 4140.640137
	Iteration 51Q: 3 clusters Score -490521.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -490521.062500 Penalty: 4140.640137
	Iteration 52F: 3 clusters Score -490521.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Entering Unmasked Estep 
Score: -566849.312500 Penalty: 2121.274170
	Iteration 0F: 2 clusters Score -566849.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -562247.312500 Penalty: 4242.548340
	Iteration 0F: 3 clusters Score -562247.3 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -563433.687500 Penalty: 4242.548340
	Iteration 1F: 3 clusters Score -563433.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -563844.687500 Penalty: 4242.548340
	Iteration 2F: 3 clusters Score -563844.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -564225.250000 Penalty: 4242.548340
	Iteration 3F: 3 clusters Score -564225.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -564617.000000 Penalty: 4242.548340
	Iteration 4F: 3 clusters Score -564617 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -564946.687500 Penalty: 4242.548340
	Iteration 5F: 3 clusters Score -564946.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -565196.500000 Penalty: 4242.548340
	Iteration 6F: 3 clusters Score -565196.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -565415.750000 Penalty: 4242.548340
	Iteration 7Q: 3 clusters Score -565415.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -565584.000000 Penalty: 4242.548340
	Iteration 8Q: 3 clusters Score -565584 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -565685.500000 Penalty: 4242.548340
	Iteration 9Q: 3 clusters Score -565685.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -565744.375000 Penalty: 4242.548340
	Iteration 10Q: 3 clusters Score -565744.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -565781.812500 Penalty: 4242.548340
	Iteration 11Q: 3 clusters Score -565781.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -565817.437500 Penalty: 4242.548340
	Iteration 12Q: 3 clusters Score -565817.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -565835.937500 Penalty: 4242.548340
	Iteration 13Q: 3 clusters Score -565835.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -565858.437500 Penalty: 4242.548340
	Iteration 14Q: 3 clusters Score -565858.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -565879.000000 Penalty: 4242.548340
	Iteration 15Q: 3 clusters Score -565879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -565901.062500 Penalty: 4242.548340
	Iteration 16Q: 3 clusters Score -565901.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -565919.750000 Penalty: 4242.548340
	Iteration 17Q: 3 clusters Score -565919.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -565929.875000 Penalty: 4242.548340
	Iteration 18Q: 3 clusters Score -565929.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -565935.562500 Penalty: 4242.548340
	Iteration 19Q: 3 clusters Score -565935.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -565940.125000 Penalty: 4242.548340
	Iteration 20F: 3 clusters Score -565940.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -565942.250000 Penalty: 4242.548340
	Iteration 21Q: 3 clusters Score -565942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -565944.062500 Penalty: 4242.548340
	Iteration 22Q: 3 clusters Score -565944.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -565946.562500 Penalty: 4242.548340
	Iteration 23Q: 3 clusters Score -565946.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -565947.250000 Penalty: 4242.548340
	Iteration 24Q: 3 clusters Score -565947.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -565948.000000 Penalty: 4242.548340
	Iteration 25Q: 3 clusters Score -565948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -565948.062500 Penalty: 4242.548340
	Iteration 26Q: 3 clusters Score -565948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -565949.125000 Penalty: 4242.548340
	Iteration 27Q: 3 clusters Score -565949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -565949.125000 Penalty: 4242.548340
	Iteration 28F: 3 clusters Score -565949.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Entering Unmasked Estep 
Score: -1111729.000000 Penalty: 2266.220215
	Iteration 0F: 2 clusters Score -1111729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1104525.000000 Penalty: 4532.440430
	Iteration 0F: 3 clusters Score -1104525 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1106611.000000 Penalty: 4532.440430
	Iteration 1F: 3 clusters Score -1106611 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1106909.000000 Penalty: 4532.440430
	Iteration 2F: 3 clusters Score -1106909 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1107162.750000 Penalty: 4532.440430
	Iteration 3F: 3 clusters Score -1107163 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1107383.250000 Penalty: 4532.440430
	Iteration 4Q: 3 clusters Score -1107383 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1107574.000000 Penalty: 4532.440430
	Iteration 5Q: 3 clusters Score -1107574 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1107770.500000 Penalty: 4532.440430
	Iteration 6Q: 3 clusters Score -1107770 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1107968.750000 Penalty: 4532.440430
	Iteration 7Q: 3 clusters Score -1107969 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1108193.000000 Penalty: 4532.440430
	Iteration 8Q: 3 clusters Score -1108193 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1108442.875000 Penalty: 4532.440430
	Iteration 9Q: 3 clusters Score -1108443 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1108672.250000 Penalty: 4532.440430
	Iteration 10Q: 3 clusters Score -1108672 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1108892.375000 Penalty: 4532.440430
	Iteration 11Q: 3 clusters Score -1108892 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1109085.500000 Penalty: 4532.440430
	Iteration 12Q: 3 clusters Score -1109086 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1109256.625000 Penalty: 4532.440430
	Iteration 13Q: 3 clusters Score -1109257 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1109418.375000 Penalty: 4532.440430
	Iteration 14Q: 3 clusters Score -1109418 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1109540.750000 Penalty: 4532.440430
	Iteration 15Q: 3 clusters Score -1109541 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1109640.000000 Penalty: 4532.440430
	Iteration 16Q: 3 clusters Score -1109640 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1109724.000000 Penalty: 4532.440430
	Iteration 17Q: 3 clusters Score -1109724 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1109790.000000 Penalty: 4532.440430
	Iteration 18Q: 3 clusters Score -1109790 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1109837.125000 Penalty: 4532.440430
	Iteration 19Q: 3 clusters Score -1109837 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1109873.750000 Penalty: 4532.440430
	Iteration 20F: 3 clusters Score -1109874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1109905.875000 Penalty: 4532.440430
	Iteration 21Q: 3 clusters Score -1109906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1109929.125000 Penalty: 4532.440430
	Iteration 22Q: 3 clusters Score -1109929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1109947.000000 Penalty: 4532.440430
	Iteration 23Q: 3 clusters Score -1109947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1109957.250000 Penalty: 4532.440430
	Iteration 24Q: 3 clusters Score -1109957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1109966.875000 Penalty: 4532.440430
	Iteration 25Q: 3 clusters Score -1109967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1109968.875000 Penalty: 4532.440430
	Iteration 26Q: 3 clusters Score -1109969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1109974.000000 Penalty: 4532.440430
	Iteration 27Q: 3 clusters Score -1109974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1109979.125000 Penalty: 4532.440430
	Iteration 28Q: 3 clusters Score -1109979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1109985.750000 Penalty: 4532.440430
	Iteration 29Q: 3 clusters Score -1109986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1109984.000000 Penalty: 4532.440430
	Iteration 30Q: 3 clusters Score -1109984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1109985.875000 Penalty: 4532.440430
	Iteration 31Q: 3 clusters Score -1109986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1109987.250000 Penalty: 4532.440430
	Iteration 32Q: 3 clusters Score -1109987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1109987.750000 Penalty: 4532.440430
	Iteration 33Q: 3 clusters Score -1109988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1109988.250000 Penalty: 4532.440430
	Iteration 34Q: 3 clusters Score -1109988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1109987.875000 Penalty: 4532.440430
	Iteration 35Q: 3 clusters Score -1109988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1109989.625000 Penalty: 4532.440430
	Iteration 36Q: 3 clusters Score -1109990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1109989.125000 Penalty: 4532.440430
	Iteration 37Q: 3 clusters Score -1109989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1109989.000000 Penalty: 4532.440430
	Iteration 38Q: 3 clusters Score -1109989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1109989.000000 Penalty: 4532.440430
	Iteration 39F: 3 clusters Score -1109989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (217189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217189 members 
Entering Unmasked Estep 
Score: -25981252.000000 Penalty: 3047.553955
	Iteration 0F: 2 clusters Score -2.598125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108691 members 
Mstep: Class 2 contains 108498 members 
Entering Unmasked Estep 
Score: -25863458.000000 Penalty: 6095.107910
	Iteration 0F: 3 clusters Score -2.586346e+07 nChanged 104629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110784 members 
Mstep: Class 2 contains 106405 members 
Entering Unmasked Estep 
Score: -25924736.000000 Penalty: 6095.107910
	Iteration 1F: 3 clusters Score -2.592474e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112516 members 
Mstep: Class 2 contains 104673 members 
Entering Unmasked Estep 
Score: -25925932.000000 Penalty: 6095.107910
	Iteration 2Q: 3 clusters Score -2.592593e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115225 members 
Mstep: Class 2 contains 101964 members 
Entering Unmasked Estep 
Score: -25927532.000000 Penalty: 6095.107910
	Iteration 3Q: 3 clusters Score -2.592753e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119444 members 
Mstep: Class 2 contains 97745 members 
Entering Unmasked Estep 
Score: -25929678.000000 Penalty: 6095.107910
	Iteration 4Q: 3 clusters Score -2.592968e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125884 members 
Mstep: Class 2 contains 91305 members 
Entering Unmasked Estep 
Score: -25933470.000000 Penalty: 6095.107910
	Iteration 5Q: 3 clusters Score -2.593347e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135260 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -25939820.000000 Penalty: 6095.107910
	Iteration 6F: 3 clusters Score -2.593982e+07 nChanged 15072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147694 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -25949292.000000 Penalty: 6095.107910
	Iteration 7F: 3 clusters Score -2.594929e+07 nChanged 16939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162617 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -25959852.000000 Penalty: 6095.107910
	Iteration 8F: 3 clusters Score -2.595985e+07 nChanged 16507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177882 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -25969534.000000 Penalty: 6095.107910
	Iteration 9F: 3 clusters Score -2.596953e+07 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190495 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -25975824.000000 Penalty: 6095.107910
	Iteration 10F: 3 clusters Score -2.597582e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199218 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -25979044.000000 Penalty: 6095.107910
	Iteration 11Q: 3 clusters Score -2.597904e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204385 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -25980516.000000 Penalty: 6095.107910
	Iteration 12Q: 3 clusters Score -2.598052e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207383 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -25980962.000000 Penalty: 6095.107910
	Iteration 13Q: 3 clusters Score -2.598096e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209236 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -25981036.000000 Penalty: 6095.107910
	Iteration 14Q: 3 clusters Score -2.598104e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210558 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -25981046.000000 Penalty: 6095.107910
	Iteration 15Q: 3 clusters Score -2.598105e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211513 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -25980962.000000 Penalty: 6095.107910
	Iteration 16Q: 3 clusters Score -2.598096e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212227 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -25981028.000000 Penalty: 6095.107910
	Iteration 17Q: 3 clusters Score -2.598103e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212782 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -25980988.000000 Penalty: 6095.107910
	Iteration 18Q: 3 clusters Score -2.598099e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213215 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -25980976.000000 Penalty: 6095.107910
	Iteration 19Q: 3 clusters Score -2.598098e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213549 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -25980942.000000 Penalty: 6095.107910
	Iteration 20F: 3 clusters Score -2.598094e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213805 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -25980912.000000 Penalty: 6095.107910
	Iteration 21Q: 3 clusters Score -2.598091e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214028 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -25980960.000000 Penalty: 6095.107910
	Iteration 22Q: 3 clusters Score -2.598096e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214212 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -25980858.000000 Penalty: 6095.107910
	Iteration 23Q: 3 clusters Score -2.598086e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214357 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -25980882.000000 Penalty: 6095.107910
	Iteration 24Q: 3 clusters Score -2.598088e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214466 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -25980830.000000 Penalty: 6095.107910
	Iteration 25Q: 3 clusters Score -2.598083e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214535 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -25980784.000000 Penalty: 6095.107910
	Iteration 26Q: 3 clusters Score -2.598078e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214599 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -25980762.000000 Penalty: 6095.107910
	Iteration 27Q: 3 clusters Score -2.598076e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214655 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -25980780.000000 Penalty: 6095.107910
	Iteration 28Q: 3 clusters Score -2.598078e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214706 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -25980794.000000 Penalty: 6095.107910
	Iteration 29Q: 3 clusters Score -2.598079e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214765 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -25980728.000000 Penalty: 6095.107910
	Iteration 30Q: 3 clusters Score -2.598073e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214809 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -25980728.000000 Penalty: 6095.107910
	Iteration 31Q: 3 clusters Score -2.598073e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214848 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -25980766.000000 Penalty: 6095.107910
	Iteration 32Q: 3 clusters Score -2.598077e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214883 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -25980742.000000 Penalty: 6095.107910
	Iteration 33Q: 3 clusters Score -2.598074e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214915 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -25980728.000000 Penalty: 6095.107910
	Iteration 34Q: 3 clusters Score -2.598073e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214937 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -25980710.000000 Penalty: 6095.107910
	Iteration 35Q: 3 clusters Score -2.598071e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214957 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -25980690.000000 Penalty: 6095.107910
	Iteration 36Q: 3 clusters Score -2.598069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214970 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -25980712.000000 Penalty: 6095.107910
	Iteration 37Q: 3 clusters Score -2.598071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214985 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -25980688.000000 Penalty: 6095.107910
	Iteration 38Q: 3 clusters Score -2.598069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215002 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -25980686.000000 Penalty: 6095.107910
	Iteration 39Q: 3 clusters Score -2.598069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215014 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -25980696.000000 Penalty: 6095.107910
	Iteration 40F: 3 clusters Score -2.59807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215021 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -25980678.000000 Penalty: 6095.107910
	Iteration 41Q: 3 clusters Score -2.598068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215025 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -25980668.000000 Penalty: 6095.107910
	Iteration 42Q: 3 clusters Score -2.598067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215030 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -25980668.000000 Penalty: 6095.107910
	Iteration 43Q: 3 clusters Score -2.598067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215036 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -25980664.000000 Penalty: 6095.107910
	Iteration 44Q: 3 clusters Score -2.598066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215047 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -25980670.000000 Penalty: 6095.107910
	Iteration 45Q: 3 clusters Score -2.598067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215050 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -25980682.000000 Penalty: 6095.107910
	Iteration 46Q: 3 clusters Score -2.598068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215050 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -25980678.000000 Penalty: 6095.107910
	Iteration 47Q: 3 clusters Score -2.598068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215052 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -25980678.000000 Penalty: 6095.107910
	Iteration 48Q: 3 clusters Score -2.598068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215055 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -25980692.000000 Penalty: 6095.107910
	Iteration 49Q: 3 clusters Score -2.598069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215058 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -25980688.000000 Penalty: 6095.107910
	Iteration 50Q: 3 clusters Score -2.598069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215061 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -25980684.000000 Penalty: 6095.107910
	Iteration 51Q: 3 clusters Score -2.598068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215063 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -25980670.000000 Penalty: 6095.107910
	Iteration 52Q: 3 clusters Score -2.598067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215066 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -25980664.000000 Penalty: 6095.107910
	Iteration 53Q: 3 clusters Score -2.598066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215068 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -25980664.000000 Penalty: 6095.107910
	Iteration 54Q: 3 clusters Score -2.598066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215071 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -25980656.000000 Penalty: 6095.107910
	Iteration 55Q: 3 clusters Score -2.598066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215072 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -25980650.000000 Penalty: 6095.107910
	Iteration 56Q: 3 clusters Score -2.598065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215073 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -25980648.000000 Penalty: 6095.107910
	Iteration 57Q: 3 clusters Score -2.598065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215075 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -25980648.000000 Penalty: 6095.107910
	Iteration 58Q: 3 clusters Score -2.598065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215076 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -25980648.000000 Penalty: 6095.107910
	Iteration 59Q: 3 clusters Score -2.598065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215078 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -25980650.000000 Penalty: 6095.107910
	Iteration 60F: 3 clusters Score -2.598065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215080 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -25980646.000000 Penalty: 6095.107910
	Iteration 61Q: 3 clusters Score -2.598065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215083 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -25980640.000000 Penalty: 6095.107910
	Iteration 62Q: 3 clusters Score -2.598064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215089 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -25980656.000000 Penalty: 6095.107910
	Iteration 63Q: 3 clusters Score -2.598066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215092 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -25980654.000000 Penalty: 6095.107910
	Iteration 64Q: 3 clusters Score -2.598065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215094 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -25980648.000000 Penalty: 6095.107910
	Iteration 65Q: 3 clusters Score -2.598065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215097 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -25980634.000000 Penalty: 6095.107910
	Iteration 66Q: 3 clusters Score -2.598063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215097 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -25980634.000000 Penalty: 6095.107910
	Iteration 67F: 3 clusters Score -2.598063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Entering Unmasked Estep 
Score: -683511.125000 Penalty: 2147.441895
	Iteration 0F: 2 clusters Score -683511.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -678511.250000 Penalty: 4294.883789
	Iteration 0F: 3 clusters Score -678511.2 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -679738.062500 Penalty: 4294.883789
	Iteration 1F: 3 clusters Score -679738.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -679970.062500 Penalty: 4294.883789
	Iteration 2F: 3 clusters Score -679970.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -680140.125000 Penalty: 4294.883789
	Iteration 3F: 3 clusters Score -680140.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -680250.562500 Penalty: 4294.883789
	Iteration 4Q: 3 clusters Score -680250.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -680330.812500 Penalty: 4294.883789
	Iteration 5Q: 3 clusters Score -680330.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -680383.875000 Penalty: 4294.883789
	Iteration 6Q: 3 clusters Score -680383.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -680427.687500 Penalty: 4294.883789
	Iteration 7Q: 3 clusters Score -680427.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -680484.875000 Penalty: 4294.883789
	Iteration 8Q: 3 clusters Score -680484.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -680537.437500 Penalty: 4294.883789
	Iteration 9Q: 3 clusters Score -680537.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -680589.812500 Penalty: 4294.883789
	Iteration 10Q: 3 clusters Score -680589.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -680641.062500 Penalty: 4294.883789
	Iteration 11Q: 3 clusters Score -680641.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -680691.437500 Penalty: 4294.883789
	Iteration 12Q: 3 clusters Score -680691.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -680748.187500 Penalty: 4294.883789
	Iteration 13Q: 3 clusters Score -680748.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -680804.437500 Penalty: 4294.883789
	Iteration 14Q: 3 clusters Score -680804.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -680864.625000 Penalty: 4294.883789
	Iteration 15Q: 3 clusters Score -680864.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -680918.625000 Penalty: 4294.883789
	Iteration 16Q: 3 clusters Score -680918.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -680964.312500 Penalty: 4294.883789
	Iteration 17Q: 3 clusters Score -680964.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -681006.500000 Penalty: 4294.883789
	Iteration 18Q: 3 clusters Score -681006.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -681041.500000 Penalty: 4294.883789
	Iteration 19Q: 3 clusters Score -681041.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -681070.187500 Penalty: 4294.883789
	Iteration 20F: 3 clusters Score -681070.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -681094.000000 Penalty: 4294.883789
	Iteration 21Q: 3 clusters Score -681094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -681120.625000 Penalty: 4294.883789
	Iteration 22Q: 3 clusters Score -681120.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -681148.875000 Penalty: 4294.883789
	Iteration 23Q: 3 clusters Score -681148.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -681178.125000 Penalty: 4294.883789
	Iteration 24Q: 3 clusters Score -681178.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -681203.687500 Penalty: 4294.883789
	Iteration 25Q: 3 clusters Score -681203.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -681231.312500 Penalty: 4294.883789
	Iteration 26Q: 3 clusters Score -681231.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -681255.562500 Penalty: 4294.883789
	Iteration 27Q: 3 clusters Score -681255.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -681283.125000 Penalty: 4294.883789
	Iteration 28Q: 3 clusters Score -681283.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -681303.062500 Penalty: 4294.883789
	Iteration 29Q: 3 clusters Score -681303.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -681321.500000 Penalty: 4294.883789
	Iteration 30Q: 3 clusters Score -681321.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -681343.750000 Penalty: 4294.883789
	Iteration 31Q: 3 clusters Score -681343.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -681361.687500 Penalty: 4294.883789
	Iteration 32Q: 3 clusters Score -681361.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -681372.750000 Penalty: 4294.883789
	Iteration 33Q: 3 clusters Score -681372.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -681385.000000 Penalty: 4294.883789
	Iteration 34Q: 3 clusters Score -681385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -681395.125000 Penalty: 4294.883789
	Iteration 35Q: 3 clusters Score -681395.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -681403.500000 Penalty: 4294.883789
	Iteration 36Q: 3 clusters Score -681403.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -681411.125000 Penalty: 4294.883789
	Iteration 37Q: 3 clusters Score -681411.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -681419.250000 Penalty: 4294.883789
	Iteration 38Q: 3 clusters Score -681419.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -681427.000000 Penalty: 4294.883789
	Iteration 39Q: 3 clusters Score -681427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -681433.500000 Penalty: 4294.883789
	Iteration 40F: 3 clusters Score -681433.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -681438.875000 Penalty: 4294.883789
	Iteration 41Q: 3 clusters Score -681438.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -681446.500000 Penalty: 4294.883789
	Iteration 42Q: 3 clusters Score -681446.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -681451.000000 Penalty: 4294.883789
	Iteration 43Q: 3 clusters Score -681451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -681454.437500 Penalty: 4294.883789
	Iteration 44Q: 3 clusters Score -681454.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -681456.750000 Penalty: 4294.883789
	Iteration 45Q: 3 clusters Score -681456.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -681459.000000 Penalty: 4294.883789
	Iteration 46Q: 3 clusters Score -681459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -681462.375000 Penalty: 4294.883789
	Iteration 47Q: 3 clusters Score -681462.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -681468.750000 Penalty: 4294.883789
	Iteration 48Q: 3 clusters Score -681468.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -681473.500000 Penalty: 4294.883789
	Iteration 49Q: 3 clusters Score -681473.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -681481.687500 Penalty: 4294.883789
	Iteration 50Q: 3 clusters Score -681481.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -681489.687500 Penalty: 4294.883789
	Iteration 51Q: 3 clusters Score -681489.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -681492.937500 Penalty: 4294.883789
	Iteration 52Q: 3 clusters Score -681492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -681497.250000 Penalty: 4294.883789
	Iteration 53Q: 3 clusters Score -681497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -681500.875000 Penalty: 4294.883789
	Iteration 54Q: 3 clusters Score -681500.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -681508.937500 Penalty: 4294.883789
	Iteration 55Q: 3 clusters Score -681508.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -681515.625000 Penalty: 4294.883789
	Iteration 56Q: 3 clusters Score -681515.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -681528.062500 Penalty: 4294.883789
	Iteration 57Q: 3 clusters Score -681528.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -681536.687500 Penalty: 4294.883789
	Iteration 58Q: 3 clusters Score -681536.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -681545.250000 Penalty: 4294.883789
	Iteration 59Q: 3 clusters Score -681545.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -681560.187500 Penalty: 4294.883789
	Iteration 60F: 3 clusters Score -681560.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -681573.562500 Penalty: 4294.883789
	Iteration 61Q: 3 clusters Score -681573.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -681585.000000 Penalty: 4294.883789
	Iteration 62Q: 3 clusters Score -681585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -681591.312500 Penalty: 4294.883789
	Iteration 63Q: 3 clusters Score -681591.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -681595.687500 Penalty: 4294.883789
	Iteration 64Q: 3 clusters Score -681595.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -681600.500000 Penalty: 4294.883789
	Iteration 65Q: 3 clusters Score -681600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -681603.875000 Penalty: 4294.883789
	Iteration 66Q: 3 clusters Score -681603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -681604.250000 Penalty: 4294.883789
	Iteration 67Q: 3 clusters Score -681604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -681608.062500 Penalty: 4294.883789
	Iteration 68Q: 3 clusters Score -681608.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -681611.812500 Penalty: 4294.883789
	Iteration 69Q: 3 clusters Score -681611.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -681614.750000 Penalty: 4294.883789
	Iteration 70Q: 3 clusters Score -681614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -681615.687500 Penalty: 4294.883789
	Iteration 71Q: 3 clusters Score -681615.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -681618.000000 Penalty: 4294.883789
	Iteration 72Q: 3 clusters Score -681618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -681620.375000 Penalty: 4294.883789
	Iteration 73Q: 3 clusters Score -681620.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -681624.062500 Penalty: 4294.883789
	Iteration 74Q: 3 clusters Score -681624.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -681624.625000 Penalty: 4294.883789
	Iteration 75Q: 3 clusters Score -681624.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -681625.250000 Penalty: 4294.883789
	Iteration 76Q: 3 clusters Score -681625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -681629.500000 Penalty: 4294.883789
	Iteration 77Q: 3 clusters Score -681629.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -681632.250000 Penalty: 4294.883789
	Iteration 78Q: 3 clusters Score -681632.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -681635.125000 Penalty: 4294.883789
	Iteration 79Q: 3 clusters Score -681635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -681636.312500 Penalty: 4294.883789
	Iteration 80F: 3 clusters Score -681636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -681637.187500 Penalty: 4294.883789
	Iteration 81Q: 3 clusters Score -681637.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -681637.500000 Penalty: 4294.883789
	Iteration 82Q: 3 clusters Score -681637.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -681637.687500 Penalty: 4294.883789
	Iteration 83Q: 3 clusters Score -681637.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -681637.875000 Penalty: 4294.883789
	Iteration 84Q: 3 clusters Score -681637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -681637.875000 Penalty: 4294.883789
	Iteration 85F: 3 clusters Score -681637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Entering Unmasked Estep 
Score: -572947.250000 Penalty: 2098.076904
	Iteration 0F: 2 clusters Score -572947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -568569.375000 Penalty: 4196.153809
	Iteration 0F: 3 clusters Score -568569.4 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -569581.875000 Penalty: 4196.153809
	Iteration 1F: 3 clusters Score -569581.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -569756.937500 Penalty: 4196.153809
	Iteration 2F: 3 clusters Score -569756.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -569855.187500 Penalty: 4196.153809
	Iteration 3Q: 3 clusters Score -569855.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -569939.812500 Penalty: 4196.153809
	Iteration 4Q: 3 clusters Score -569939.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -570012.500000 Penalty: 4196.153809
	Iteration 5Q: 3 clusters Score -570012.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -570064.812500 Penalty: 4196.153809
	Iteration 6Q: 3 clusters Score -570064.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -570099.500000 Penalty: 4196.153809
	Iteration 7Q: 3 clusters Score -570099.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -570135.375000 Penalty: 4196.153809
	Iteration 8Q: 3 clusters Score -570135.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -570171.125000 Penalty: 4196.153809
	Iteration 9Q: 3 clusters Score -570171.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -570208.312500 Penalty: 4196.153809
	Iteration 10Q: 3 clusters Score -570208.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -570247.062500 Penalty: 4196.153809
	Iteration 11Q: 3 clusters Score -570247.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -570283.625000 Penalty: 4196.153809
	Iteration 12Q: 3 clusters Score -570283.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -570332.375000 Penalty: 4196.153809
	Iteration 13Q: 3 clusters Score -570332.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -570389.812500 Penalty: 4196.153809
	Iteration 14Q: 3 clusters Score -570389.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -570457.875000 Penalty: 4196.153809
	Iteration 15Q: 3 clusters Score -570457.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -570518.250000 Penalty: 4196.153809
	Iteration 16Q: 3 clusters Score -570518.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -570572.000000 Penalty: 4196.153809
	Iteration 17Q: 3 clusters Score -570572 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -570621.000000 Penalty: 4196.153809
	Iteration 18Q: 3 clusters Score -570621 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -570677.562500 Penalty: 4196.153809
	Iteration 19Q: 3 clusters Score -570677.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -570753.437500 Penalty: 4196.153809
	Iteration 20F: 3 clusters Score -570753.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -570838.562500 Penalty: 4196.153809
	Iteration 21Q: 3 clusters Score -570838.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -570923.000000 Penalty: 4196.153809
	Iteration 22Q: 3 clusters Score -570923 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -570981.375000 Penalty: 4196.153809
	Iteration 23Q: 3 clusters Score -570981.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -571025.250000 Penalty: 4196.153809
	Iteration 24Q: 3 clusters Score -571025.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -571061.562500 Penalty: 4196.153809
	Iteration 25Q: 3 clusters Score -571061.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -571086.687500 Penalty: 4196.153809
	Iteration 26Q: 3 clusters Score -571086.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -571103.375000 Penalty: 4196.153809
	Iteration 27Q: 3 clusters Score -571103.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -571121.187500 Penalty: 4196.153809
	Iteration 28Q: 3 clusters Score -571121.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -571132.500000 Penalty: 4196.153809
	Iteration 29Q: 3 clusters Score -571132.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -571145.437500 Penalty: 4196.153809
	Iteration 30Q: 3 clusters Score -571145.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -571156.875000 Penalty: 4196.153809
	Iteration 31Q: 3 clusters Score -571156.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -571163.187500 Penalty: 4196.153809
	Iteration 32Q: 3 clusters Score -571163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -571169.937500 Penalty: 4196.153809
	Iteration 33Q: 3 clusters Score -571169.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -571175.000000 Penalty: 4196.153809
	Iteration 34Q: 3 clusters Score -571175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -571177.000000 Penalty: 4196.153809
	Iteration 35Q: 3 clusters Score -571177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -571178.375000 Penalty: 4196.153809
	Iteration 36Q: 3 clusters Score -571178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -571180.437500 Penalty: 4196.153809
	Iteration 37Q: 3 clusters Score -571180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -571179.437500 Penalty: 4196.153809
	Iteration 38Q: 3 clusters Score -571179.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -571179.437500 Penalty: 4196.153809
	Iteration 39F: 3 clusters Score -571179.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1369374.625000 Penalty: 2324.854492
	Iteration 0F: 2 clusters Score -1369375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1360595.375000 Penalty: 4649.708984
	Iteration 0F: 3 clusters Score -1360595 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1363528.500000 Penalty: 4649.708984
	Iteration 1F: 3 clusters Score -1363528 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1364102.375000 Penalty: 4649.708984
	Iteration 2F: 3 clusters Score -1364102 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1364621.000000 Penalty: 4649.708984
	Iteration 3F: 3 clusters Score -1364621 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1364997.000000 Penalty: 4649.708984
	Iteration 4F: 3 clusters Score -1364997 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1365343.750000 Penalty: 4649.708984
	Iteration 5Q: 3 clusters Score -1365344 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1365634.500000 Penalty: 4649.708984
	Iteration 6Q: 3 clusters Score -1365634 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1365902.125000 Penalty: 4649.708984
	Iteration 7Q: 3 clusters Score -1365902 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1366136.500000 Penalty: 4649.708984
	Iteration 8Q: 3 clusters Score -1366136 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1366340.625000 Penalty: 4649.708984
	Iteration 9Q: 3 clusters Score -1366341 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1366542.250000 Penalty: 4649.708984
	Iteration 10Q: 3 clusters Score -1366542 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1366703.750000 Penalty: 4649.708984
	Iteration 11Q: 3 clusters Score -1366704 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1366888.625000 Penalty: 4649.708984
	Iteration 12Q: 3 clusters Score -1366889 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1367037.250000 Penalty: 4649.708984
	Iteration 13Q: 3 clusters Score -1367037 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1367130.250000 Penalty: 4649.708984
	Iteration 14Q: 3 clusters Score -1367130 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1367215.000000 Penalty: 4649.708984
	Iteration 15Q: 3 clusters Score -1367215 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1367286.125000 Penalty: 4649.708984
	Iteration 16Q: 3 clusters Score -1367286 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1367337.500000 Penalty: 4649.708984
	Iteration 17Q: 3 clusters Score -1367338 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1367377.375000 Penalty: 4649.708984
	Iteration 18Q: 3 clusters Score -1367377 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1367419.625000 Penalty: 4649.708984
	Iteration 19Q: 3 clusters Score -1367420 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1367454.875000 Penalty: 4649.708984
	Iteration 20F: 3 clusters Score -1367455 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1367492.000000 Penalty: 4649.708984
	Iteration 21Q: 3 clusters Score -1367492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1367525.625000 Penalty: 4649.708984
	Iteration 22Q: 3 clusters Score -1367526 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1367571.375000 Penalty: 4649.708984
	Iteration 23Q: 3 clusters Score -1367571 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1367622.125000 Penalty: 4649.708984
	Iteration 24Q: 3 clusters Score -1367622 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1367682.875000 Penalty: 4649.708984
	Iteration 25Q: 3 clusters Score -1367683 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1367743.625000 Penalty: 4649.708984
	Iteration 26Q: 3 clusters Score -1367744 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1367804.125000 Penalty: 4649.708984
	Iteration 27Q: 3 clusters Score -1367804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1367839.625000 Penalty: 4649.708984
	Iteration 28Q: 3 clusters Score -1367840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1367861.750000 Penalty: 4649.708984
	Iteration 29Q: 3 clusters Score -1367862 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1367891.625000 Penalty: 4649.708984
	Iteration 30Q: 3 clusters Score -1367892 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1367914.125000 Penalty: 4649.708984
	Iteration 31Q: 3 clusters Score -1367914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1367937.875000 Penalty: 4649.708984
	Iteration 32Q: 3 clusters Score -1367938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1367952.625000 Penalty: 4649.708984
	Iteration 33Q: 3 clusters Score -1367953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1367970.000000 Penalty: 4649.708984
	Iteration 34Q: 3 clusters Score -1367970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1367981.000000 Penalty: 4649.708984
	Iteration 35Q: 3 clusters Score -1367981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1368004.875000 Penalty: 4649.708984
	Iteration 36Q: 3 clusters Score -1368005 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1368030.250000 Penalty: 4649.708984
	Iteration 37Q: 3 clusters Score -1368030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1368048.625000 Penalty: 4649.708984
	Iteration 38Q: 3 clusters Score -1368049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1368069.625000 Penalty: 4649.708984
	Iteration 39Q: 3 clusters Score -1368070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1368092.250000 Penalty: 4649.708984
	Iteration 40F: 3 clusters Score -1368092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1368113.125000 Penalty: 4649.708984
	Iteration 41Q: 3 clusters Score -1368113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1368126.625000 Penalty: 4649.708984
	Iteration 42Q: 3 clusters Score -1368127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1368141.875000 Penalty: 4649.708984
	Iteration 43Q: 3 clusters Score -1368142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1368155.250000 Penalty: 4649.708984
	Iteration 44Q: 3 clusters Score -1368155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1368163.250000 Penalty: 4649.708984
	Iteration 45Q: 3 clusters Score -1368163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1368170.875000 Penalty: 4649.708984
	Iteration 46Q: 3 clusters Score -1368171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1368177.125000 Penalty: 4649.708984
	Iteration 47Q: 3 clusters Score -1368177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1368183.750000 Penalty: 4649.708984
	Iteration 48Q: 3 clusters Score -1368184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1368184.250000 Penalty: 4649.708984
	Iteration 49Q: 3 clusters Score -1368184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1368187.000000 Penalty: 4649.708984
	Iteration 50Q: 3 clusters Score -1368187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1368183.500000 Penalty: 4649.708984
	Iteration 51Q: 3 clusters Score -1368184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1368184.500000 Penalty: 4649.708984
	Iteration 52Q: 3 clusters Score -1368184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1368185.500000 Penalty: 4649.708984
	Iteration 53Q: 3 clusters Score -1368186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1368187.000000 Penalty: 4649.708984
	Iteration 54Q: 3 clusters Score -1368187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1368187.000000 Penalty: 4649.708984
	Iteration 55F: 3 clusters Score -1368187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Entering Unmasked Estep 
Score: -6196178.500000 Penalty: 2695.197021
	Iteration 0F: 2 clusters Score -6196178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -6160873.500000 Penalty: 5390.394043
	Iteration 0F: 3 clusters Score -6160874 nChanged 24190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -6174483.500000 Penalty: 5390.394043
	Iteration 1F: 3 clusters Score -6174484 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -6175065.000000 Penalty: 5390.394043
	Iteration 2Q: 3 clusters Score -6175065 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -6175621.500000 Penalty: 5390.394043
	Iteration 3Q: 3 clusters Score -6175622 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -6176105.000000 Penalty: 5390.394043
	Iteration 4Q: 3 clusters Score -6176105 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -6176715.500000 Penalty: 5390.394043
	Iteration 5Q: 3 clusters Score -6176716 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -6177597.500000 Penalty: 5390.394043
	Iteration 6Q: 3 clusters Score -6177598 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -6179058.000000 Penalty: 5390.394043
	Iteration 7Q: 3 clusters Score -6179058 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -6181178.000000 Penalty: 5390.394043
	Iteration 8F: 3 clusters Score -6181178 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -6184074.000000 Penalty: 5390.394043
	Iteration 9F: 3 clusters Score -6184074 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -6187279.000000 Penalty: 5390.394043
	Iteration 10F: 3 clusters Score -6187279 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -6189720.500000 Penalty: 5390.394043
	Iteration 11F: 3 clusters Score -6189720 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -6191228.500000 Penalty: 5390.394043
	Iteration 12Q: 3 clusters Score -6191228 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -6192073.000000 Penalty: 5390.394043
	Iteration 13Q: 3 clusters Score -6192073 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -6192637.500000 Penalty: 5390.394043
	Iteration 14Q: 3 clusters Score -6192638 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -6193139.000000 Penalty: 5390.394043
	Iteration 15Q: 3 clusters Score -6193139 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -6193506.000000 Penalty: 5390.394043
	Iteration 16Q: 3 clusters Score -6193506 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -6193838.500000 Penalty: 5390.394043
	Iteration 17Q: 3 clusters Score -6193838 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -6194122.500000 Penalty: 5390.394043
	Iteration 18Q: 3 clusters Score -6194122 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -6194357.000000 Penalty: 5390.394043
	Iteration 19Q: 3 clusters Score -6194357 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -6194554.000000 Penalty: 5390.394043
	Iteration 20F: 3 clusters Score -6194554 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -6194703.500000 Penalty: 5390.394043
	Iteration 21Q: 3 clusters Score -6194704 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -6194843.500000 Penalty: 5390.394043
	Iteration 22Q: 3 clusters Score -6194844 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -6194973.500000 Penalty: 5390.394043
	Iteration 23Q: 3 clusters Score -6194974 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -6195118.500000 Penalty: 5390.394043
	Iteration 24Q: 3 clusters Score -6195118 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -6195239.000000 Penalty: 5390.394043
	Iteration 25Q: 3 clusters Score -6195239 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -6195315.000000 Penalty: 5390.394043
	Iteration 26Q: 3 clusters Score -6195315 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -6195406.000000 Penalty: 5390.394043
	Iteration 27Q: 3 clusters Score -6195406 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -6195441.500000 Penalty: 5390.394043
	Iteration 28Q: 3 clusters Score -6195442 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -6195475.000000 Penalty: 5390.394043
	Iteration 29Q: 3 clusters Score -6195475 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -6195497.000000 Penalty: 5390.394043
	Iteration 30Q: 3 clusters Score -6195497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -6195507.000000 Penalty: 5390.394043
	Iteration 31Q: 3 clusters Score -6195507 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -6195529.000000 Penalty: 5390.394043
	Iteration 32Q: 3 clusters Score -6195529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6195518.000000 Penalty: 5390.394043
	Iteration 33Q: 3 clusters Score -6195518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -6195534.000000 Penalty: 5390.394043
	Iteration 34Q: 3 clusters Score -6195534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -6195552.500000 Penalty: 5390.394043
	Iteration 35Q: 3 clusters Score -6195552 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -6195551.500000 Penalty: 5390.394043
	Iteration 36Q: 3 clusters Score -6195552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -6195562.500000 Penalty: 5390.394043
	Iteration 37Q: 3 clusters Score -6195562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -6195571.500000 Penalty: 5390.394043
	Iteration 38Q: 3 clusters Score -6195572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -6195568.500000 Penalty: 5390.394043
	Iteration 39Q: 3 clusters Score -6195568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -6195577.500000 Penalty: 5390.394043
	Iteration 40F: 3 clusters Score -6195578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -6195599.000000 Penalty: 5390.394043
	Iteration 41Q: 3 clusters Score -6195599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -6195607.500000 Penalty: 5390.394043
	Iteration 42Q: 3 clusters Score -6195608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -6195609.500000 Penalty: 5390.394043
	Iteration 43Q: 3 clusters Score -6195610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -6195607.500000 Penalty: 5390.394043
	Iteration 44Q: 3 clusters Score -6195608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -6195598.500000 Penalty: 5390.394043
	Iteration 45Q: 3 clusters Score -6195598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -6195597.000000 Penalty: 5390.394043
	Iteration 46Q: 3 clusters Score -6195597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -6195601.000000 Penalty: 5390.394043
	Iteration 47Q: 3 clusters Score -6195601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -6195599.000000 Penalty: 5390.394043
	Iteration 48Q: 3 clusters Score -6195599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -6195601.500000 Penalty: 5390.394043
	Iteration 49Q: 3 clusters Score -6195602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -6195601.500000 Penalty: 5390.394043
	Iteration 50F: 3 clusters Score -6195602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215236 members 
Mstep: Class 2 contains 61775 members 
Mstep: Class 3 contains 9311 members 
Mstep: Class 4 contains 48402 members 
Mstep: Class 5 contains 6278 members 
Mstep: Class 6 contains 20610 members 
Mstep: Class 7 contains 34659 members 
Mstep: Class 8 contains 14504 members 
Mstep: Class 9 contains 20014 members 
Mstep: Class 10 contains 35175 members 
Mstep: Class 11 contains 44331 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65275 members 
Mstep: Class 15 contains 163207 members 
Mstep: Class 16 contains 94566 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 179967 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5185 members 
Mstep: Class 23 contains 9302 members 
Mstep: Class 24 contains 217189 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 4722 members 
Mstep: Class 27 contains 11783 members 
Mstep: Class 28 contains 52456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037200.000000 Penalty: 97997.882812
Iteration 199Q: 29 clusters Score -1.560372e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215240 members 
Mstep: Class 2 contains 61758 members 
Mstep: Class 3 contains 9314 members 
Mstep: Class 4 contains 48517 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 20610 members 
Mstep: Class 7 contains 34668 members 
Mstep: Class 8 contains 14504 members 
Mstep: Class 9 contains 19999 members 
Mstep: Class 10 contains 35164 members 
Mstep: Class 11 contains 44328 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65269 members 
Mstep: Class 15 contains 163202 members 
Mstep: Class 16 contains 94566 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 3882 members 
Mstep: Class 19 contains 179967 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5185 members 
Mstep: Class 23 contains 9302 members 
Mstep: Class 24 contains 217067 members 
Mstep: Class 25 contains 5764 members 
Mstep: Class 26 contains 4722 members 
Mstep: Class 27 contains 11804 members 
Mstep: Class 28 contains 52481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037312.000000 Penalty: 97997.882812
Iteration 200F: 29 clusters Score -1.560373e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215247 members 
Mstep: Class 2 contains 61744 members 
Mstep: Class 3 contains 9316 members 
Mstep: Class 4 contains 48644 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 20609 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 14505 members 
Mstep: Class 9 contains 19989 members 
Mstep: Class 10 contains 35147 members 
Mstep: Class 11 contains 44322 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65258 members 
Mstep: Class 15 contains 163199 members 
Mstep: Class 16 contains 94565 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 179960 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5185 members 
Mstep: Class 23 contains 9303 members 
Mstep: Class 24 contains 216958 members 
Mstep: Class 25 contains 5768 members 
Mstep: Class 26 contains 4723 members 
Mstep: Class 27 contains 11814 members 
Mstep: Class 28 contains 52501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037488.000000 Penalty: 97997.882812
Iteration 201Q: 29 clusters Score -1.560375e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215251 members 
Mstep: Class 2 contains 61734 members 
Mstep: Class 3 contains 9319 members 
Mstep: Class 4 contains 48763 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20609 members 
Mstep: Class 7 contains 34671 members 
Mstep: Class 8 contains 14506 members 
Mstep: Class 9 contains 19978 members 
Mstep: Class 10 contains 35142 members 
Mstep: Class 11 contains 44319 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65252 members 
Mstep: Class 15 contains 163188 members 
Mstep: Class 16 contains 94564 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 179947 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9305 members 
Mstep: Class 24 contains 216856 members 
Mstep: Class 25 contains 5772 members 
Mstep: Class 26 contains 4724 members 
Mstep: Class 27 contains 11822 members 
Mstep: Class 28 contains 52525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037264.000000 Penalty: 97997.882812
Iteration 202Q: 29 clusters Score -1.560373e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215254 members 
Mstep: Class 2 contains 61713 members 
Mstep: Class 3 contains 9321 members 
Mstep: Class 4 contains 48861 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 20607 members 
Mstep: Class 7 contains 34670 members 
Mstep: Class 8 contains 14506 members 
Mstep: Class 9 contains 19965 members 
Mstep: Class 10 contains 35134 members 
Mstep: Class 11 contains 44317 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65242 members 
Mstep: Class 15 contains 163187 members 
Mstep: Class 16 contains 94564 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 179943 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9305 members 
Mstep: Class 24 contains 216780 members 
Mstep: Class 25 contains 5775 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 11835 members 
Mstep: Class 28 contains 52541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037152.000000 Penalty: 97997.882812
Iteration 203Q: 29 clusters Score -1.560372e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215253 members 
Mstep: Class 2 contains 61696 members 
Mstep: Class 3 contains 9319 members 
Mstep: Class 4 contains 48948 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20606 members 
Mstep: Class 7 contains 34672 members 
Mstep: Class 8 contains 14508 members 
Mstep: Class 9 contains 19960 members 
Mstep: Class 10 contains 35128 members 
Mstep: Class 11 contains 44316 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65237 members 
Mstep: Class 15 contains 163181 members 
Mstep: Class 16 contains 94565 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 179935 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9306 members 
Mstep: Class 24 contains 216691 members 
Mstep: Class 25 contains 5776 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 11854 members 
Mstep: Class 28 contains 52558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037088.000000 Penalty: 97997.882812
Iteration 204Q: 29 clusters Score -1.560371e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215251 members 
Mstep: Class 2 contains 61677 members 
Mstep: Class 3 contains 9323 members 
Mstep: Class 4 contains 49047 members 
Mstep: Class 5 contains 6285 members 
Mstep: Class 6 contains 20605 members 
Mstep: Class 7 contains 34671 members 
Mstep: Class 8 contains 14510 members 
Mstep: Class 9 contains 19950 members 
Mstep: Class 10 contains 35121 members 
Mstep: Class 11 contains 44316 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65231 members 
Mstep: Class 15 contains 163169 members 
Mstep: Class 16 contains 94563 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 179925 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9308 members 
Mstep: Class 24 contains 216615 members 
Mstep: Class 25 contains 5778 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 11870 members 
Mstep: Class 28 contains 52574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037088.000000 Penalty: 97997.882812
Iteration 205Q: 29 clusters Score -1.560371e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215254 members 
Mstep: Class 2 contains 61658 members 
Mstep: Class 3 contains 9324 members 
Mstep: Class 4 contains 49146 members 
Mstep: Class 5 contains 6285 members 
Mstep: Class 6 contains 20605 members 
Mstep: Class 7 contains 34672 members 
Mstep: Class 8 contains 14512 members 
Mstep: Class 9 contains 19942 members 
Mstep: Class 10 contains 35114 members 
Mstep: Class 11 contains 44313 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65223 members 
Mstep: Class 15 contains 163160 members 
Mstep: Class 16 contains 94562 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 3899 members 
Mstep: Class 19 contains 179920 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9310 members 
Mstep: Class 24 contains 216523 members 
Mstep: Class 25 contains 5783 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 11887 members 
Mstep: Class 28 contains 52590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037056.000000 Penalty: 97997.882812
Iteration 206Q: 29 clusters Score -1.560371e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215260 members 
Mstep: Class 2 contains 61640 members 
Mstep: Class 3 contains 9323 members 
Mstep: Class 4 contains 49236 members 
Mstep: Class 5 contains 6285 members 
Mstep: Class 6 contains 20602 members 
Mstep: Class 7 contains 34678 members 
Mstep: Class 8 contains 14511 members 
Mstep: Class 9 contains 19939 members 
Mstep: Class 10 contains 35107 members 
Mstep: Class 11 contains 44309 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65227 members 
Mstep: Class 15 contains 163152 members 
Mstep: Class 16 contains 94566 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 19 contains 179918 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 216432 members 
Mstep: Class 25 contains 5785 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 11893 members 
Mstep: Class 28 contains 52604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037088.000000 Penalty: 97997.882812
Iteration 207Q: 29 clusters Score -1.560371e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215261 members 
Mstep: Class 2 contains 61617 members 
Mstep: Class 3 contains 9321 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 6285 members 
Mstep: Class 6 contains 20600 members 
Mstep: Class 7 contains 34680 members 
Mstep: Class 8 contains 14513 members 
Mstep: Class 9 contains 19931 members 
Mstep: Class 10 contains 35108 members 
Mstep: Class 11 contains 44310 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65231 members 
Mstep: Class 15 contains 163147 members 
Mstep: Class 16 contains 94565 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 179921 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 216335 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 11897 members 
Mstep: Class 28 contains 52611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037312.000000 Penalty: 97997.882812
Iteration 208Q: 29 clusters Score -1.560373e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215257 members 
Mstep: Class 2 contains 61604 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 4 contains 49461 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20602 members 
Mstep: Class 7 contains 34677 members 
Mstep: Class 8 contains 14514 members 
Mstep: Class 9 contains 19924 members 
Mstep: Class 10 contains 35104 members 
Mstep: Class 11 contains 44312 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65233 members 
Mstep: Class 15 contains 163148 members 
Mstep: Class 16 contains 94564 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 179915 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9312 members 
Mstep: Class 24 contains 216231 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 11901 members 
Mstep: Class 28 contains 52616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037248.000000 Penalty: 97997.882812
Iteration 209Q: 29 clusters Score -1.560372e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215264 members 
Mstep: Class 2 contains 61583 members 
Mstep: Class 3 contains 9323 members 
Mstep: Class 4 contains 49583 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20602 members 
Mstep: Class 7 contains 34678 members 
Mstep: Class 8 contains 14517 members 
Mstep: Class 9 contains 19920 members 
Mstep: Class 10 contains 35103 members 
Mstep: Class 11 contains 44313 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65235 members 
Mstep: Class 15 contains 163139 members 
Mstep: Class 16 contains 94562 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 3915 members 
Mstep: Class 19 contains 179912 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9315 members 
Mstep: Class 24 contains 216111 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 11906 members 
Mstep: Class 28 contains 52622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037296.000000 Penalty: 97997.882812
Iteration 210Q: 29 clusters Score -1.560373e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215273 members 
Mstep: Class 2 contains 61560 members 
Mstep: Class 3 contains 9328 members 
Mstep: Class 4 contains 49702 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20600 members 
Mstep: Class 7 contains 34680 members 
Mstep: Class 8 contains 14517 members 
Mstep: Class 9 contains 19916 members 
Mstep: Class 10 contains 35103 members 
Mstep: Class 11 contains 44314 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65237 members 
Mstep: Class 15 contains 163132 members 
Mstep: Class 16 contains 94560 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 3919 members 
Mstep: Class 19 contains 179912 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9319 members 
Mstep: Class 24 contains 215984 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 11912 members 
Mstep: Class 28 contains 52627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037456.000000 Penalty: 97997.882812
Iteration 211Q: 29 clusters Score -1.560375e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215286 members 
Mstep: Class 2 contains 61542 members 
Mstep: Class 3 contains 9331 members 
Mstep: Class 4 contains 49825 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20599 members 
Mstep: Class 7 contains 34678 members 
Mstep: Class 8 contains 14515 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 35102 members 
Mstep: Class 11 contains 44314 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65238 members 
Mstep: Class 15 contains 163129 members 
Mstep: Class 16 contains 94560 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 3922 members 
Mstep: Class 19 contains 179905 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9326 members 
Mstep: Class 24 contains 215852 members 
Mstep: Class 25 contains 5806 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 11919 members 
Mstep: Class 28 contains 52633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037648.000000 Penalty: 97997.882812
Iteration 212Q: 29 clusters Score -1.560376e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215287 members 
Mstep: Class 2 contains 61519 members 
Mstep: Class 3 contains 9332 members 
Mstep: Class 4 contains 49953 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34680 members 
Mstep: Class 8 contains 14518 members 
Mstep: Class 9 contains 19910 members 
Mstep: Class 10 contains 35101 members 
Mstep: Class 11 contains 44309 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65238 members 
Mstep: Class 15 contains 163123 members 
Mstep: Class 16 contains 94561 members 
Mstep: Class 17 contains 4666 members 
Mstep: Class 18 contains 3925 members 
Mstep: Class 19 contains 179901 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 215739 members 
Mstep: Class 25 contains 5809 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 11928 members 
Mstep: Class 28 contains 52638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037616.000000 Penalty: 97997.882812
Iteration 213Q: 29 clusters Score -1.560376e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215289 members 
Mstep: Class 2 contains 61485 members 
Mstep: Class 3 contains 9331 members 
Mstep: Class 4 contains 50083 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20595 members 
Mstep: Class 7 contains 34684 members 
Mstep: Class 8 contains 14518 members 
Mstep: Class 9 contains 19907 members 
Mstep: Class 10 contains 35102 members 
Mstep: Class 11 contains 44307 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65248 members 
Mstep: Class 15 contains 163122 members 
Mstep: Class 16 contains 94564 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 3929 members 
Mstep: Class 19 contains 179897 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 215623 members 
Mstep: Class 25 contains 5809 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 11930 members 
Mstep: Class 28 contains 52642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037504.000000 Penalty: 97997.882812
Iteration 214Q: 29 clusters Score -1.560375e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215318 members 
Mstep: Class 2 contains 61459 members 
Mstep: Class 3 contains 9335 members 
Mstep: Class 4 contains 50196 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34687 members 
Mstep: Class 8 contains 14518 members 
Mstep: Class 9 contains 19904 members 
Mstep: Class 10 contains 35099 members 
Mstep: Class 11 contains 44301 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65247 members 
Mstep: Class 15 contains 163121 members 
Mstep: Class 16 contains 94560 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 3931 members 
Mstep: Class 19 contains 179890 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 215512 members 
Mstep: Class 25 contains 5809 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 11934 members 
Mstep: Class 28 contains 52649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037568.000000 Penalty: 97997.882812
Iteration 215Q: 29 clusters Score -1.560376e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215330 members 
Mstep: Class 2 contains 61412 members 
Mstep: Class 3 contains 9338 members 
Mstep: Class 4 contains 50290 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34687 members 
Mstep: Class 8 contains 14517 members 
Mstep: Class 9 contains 19901 members 
Mstep: Class 10 contains 35101 members 
Mstep: Class 11 contains 44300 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65257 members 
Mstep: Class 15 contains 163129 members 
Mstep: Class 16 contains 94559 members 
Mstep: Class 17 contains 4666 members 
Mstep: Class 18 contains 3932 members 
Mstep: Class 19 contains 179884 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 215428 members 
Mstep: Class 25 contains 5810 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 11940 members 
Mstep: Class 28 contains 52654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037568.000000 Penalty: 97997.882812
Iteration 216Q: 29 clusters Score -1.560376e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215341 members 
Mstep: Class 2 contains 61379 members 
Mstep: Class 3 contains 9338 members 
Mstep: Class 4 contains 50375 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34689 members 
Mstep: Class 8 contains 14517 members 
Mstep: Class 9 contains 19899 members 
Mstep: Class 10 contains 35100 members 
Mstep: Class 11 contains 44293 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65267 members 
Mstep: Class 15 contains 163132 members 
Mstep: Class 16 contains 94558 members 
Mstep: Class 17 contains 4669 members 
Mstep: Class 18 contains 3933 members 
Mstep: Class 19 contains 179884 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 215354 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 11943 members 
Mstep: Class 28 contains 52653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037904.000000 Penalty: 97997.882812
Iteration 217Q: 29 clusters Score -1.560379e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215352 members 
Mstep: Class 2 contains 61340 members 
Mstep: Class 3 contains 9338 members 
Mstep: Class 4 contains 50465 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20595 members 
Mstep: Class 7 contains 34692 members 
Mstep: Class 8 contains 14517 members 
Mstep: Class 9 contains 19899 members 
Mstep: Class 10 contains 35097 members 
Mstep: Class 11 contains 44289 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65277 members 
Mstep: Class 15 contains 163130 members 
Mstep: Class 16 contains 94556 members 
Mstep: Class 17 contains 4674 members 
Mstep: Class 18 contains 3933 members 
Mstep: Class 19 contains 179877 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 215282 members 
Mstep: Class 25 contains 5812 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 11947 members 
Mstep: Class 28 contains 52656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037952.000000 Penalty: 97997.882812
Iteration 218Q: 29 clusters Score -1.56038e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215363 members 
Mstep: Class 2 contains 61310 members 
Mstep: Class 3 contains 9339 members 
Mstep: Class 4 contains 50530 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20595 members 
Mstep: Class 7 contains 34695 members 
Mstep: Class 8 contains 14517 members 
Mstep: Class 9 contains 19896 members 
Mstep: Class 10 contains 35097 members 
Mstep: Class 11 contains 44288 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65280 members 
Mstep: Class 15 contains 163136 members 
Mstep: Class 16 contains 94555 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 3934 members 
Mstep: Class 19 contains 179860 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 215225 members 
Mstep: Class 25 contains 5812 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 11953 members 
Mstep: Class 28 contains 52665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037984.000000 Penalty: 97997.882812
Iteration 219Q: 29 clusters Score -1.56038e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215391 members 
Mstep: Class 2 contains 61270 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 50601 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34693 members 
Mstep: Class 8 contains 14515 members 
Mstep: Class 9 contains 19895 members 
Mstep: Class 10 contains 35092 members 
Mstep: Class 11 contains 44286 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65286 members 
Mstep: Class 15 contains 163147 members 
Mstep: Class 16 contains 94553 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 179844 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 215158 members 
Mstep: Class 25 contains 5812 members 
Mstep: Class 26 contains 4727 members 
Mstep: Class 27 contains 11957 members 
Mstep: Class 28 contains 52676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037936.000000 Penalty: 97997.882812
Iteration 220F: 29 clusters Score -1.560379e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215418 members 
Mstep: Class 2 contains 61231 members 
Mstep: Class 3 contains 9337 members 
Mstep: Class 4 contains 50655 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34695 members 
Mstep: Class 8 contains 14516 members 
Mstep: Class 9 contains 19894 members 
Mstep: Class 10 contains 35091 members 
Mstep: Class 11 contains 44285 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65295 members 
Mstep: Class 15 contains 163151 members 
Mstep: Class 16 contains 94551 members 
Mstep: Class 17 contains 4680 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 179833 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 215100 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 4727 members 
Mstep: Class 27 contains 11963 members 
Mstep: Class 28 contains 52688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038112.000000 Penalty: 97997.882812
Iteration 221Q: 29 clusters Score -1.560381e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215435 members 
Mstep: Class 2 contains 61194 members 
Mstep: Class 3 contains 9334 members 
Mstep: Class 4 contains 50706 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34695 members 
Mstep: Class 8 contains 14518 members 
Mstep: Class 9 contains 19888 members 
Mstep: Class 10 contains 35088 members 
Mstep: Class 11 contains 44284 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65301 members 
Mstep: Class 15 contains 163160 members 
Mstep: Class 16 contains 94553 members 
Mstep: Class 17 contains 4682 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 179828 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 215048 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 11967 members 
Mstep: Class 28 contains 52700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038176.000000 Penalty: 97997.882812
Iteration 222Q: 29 clusters Score -1.560382e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215443 members 
Mstep: Class 2 contains 61162 members 
Mstep: Class 3 contains 9331 members 
Mstep: Class 4 contains 50766 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34700 members 
Mstep: Class 8 contains 14521 members 
Mstep: Class 9 contains 19881 members 
Mstep: Class 10 contains 35086 members 
Mstep: Class 11 contains 44281 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65298 members 
Mstep: Class 15 contains 163175 members 
Mstep: Class 16 contains 94553 members 
Mstep: Class 17 contains 4684 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 179823 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214996 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 4731 members 
Mstep: Class 27 contains 11969 members 
Mstep: Class 28 contains 52706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038144.000000 Penalty: 97997.882812
Iteration 223Q: 29 clusters Score -1.560381e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215454 members 
Mstep: Class 2 contains 61130 members 
Mstep: Class 3 contains 9332 members 
Mstep: Class 4 contains 50815 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34701 members 
Mstep: Class 8 contains 14522 members 
Mstep: Class 9 contains 19875 members 
Mstep: Class 10 contains 35073 members 
Mstep: Class 11 contains 44280 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65296 members 
Mstep: Class 15 contains 163183 members 
Mstep: Class 16 contains 94550 members 
Mstep: Class 17 contains 4687 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 179815 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214968 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 4733 members 
Mstep: Class 27 contains 11973 members 
Mstep: Class 28 contains 52719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038112.000000 Penalty: 97997.882812
Iteration 224Q: 29 clusters Score -1.560381e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215465 members 
Mstep: Class 2 contains 61094 members 
Mstep: Class 3 contains 9332 members 
Mstep: Class 4 contains 50851 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34705 members 
Mstep: Class 8 contains 14522 members 
Mstep: Class 9 contains 19871 members 
Mstep: Class 10 contains 35063 members 
Mstep: Class 11 contains 44279 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65294 members 
Mstep: Class 15 contains 163181 members 
Mstep: Class 16 contains 94551 members 
Mstep: Class 17 contains 4686 members 
Mstep: Class 18 contains 3941 members 
Mstep: Class 19 contains 179808 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214952 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 11985 members 
Mstep: Class 28 contains 52730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038128.000000 Penalty: 97997.882812
Iteration 225Q: 29 clusters Score -1.560381e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215487 members 
Mstep: Class 2 contains 61055 members 
Mstep: Class 3 contains 9333 members 
Mstep: Class 4 contains 50885 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34707 members 
Mstep: Class 8 contains 14523 members 
Mstep: Class 9 contains 19868 members 
Mstep: Class 10 contains 35056 members 
Mstep: Class 11 contains 44277 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65292 members 
Mstep: Class 15 contains 163188 members 
Mstep: Class 16 contains 94553 members 
Mstep: Class 17 contains 4684 members 
Mstep: Class 18 contains 3942 members 
Mstep: Class 19 contains 179794 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214928 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 4739 members 
Mstep: Class 27 contains 11987 members 
Mstep: Class 28 contains 52747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038272.000000 Penalty: 97997.882812
Iteration 226Q: 29 clusters Score -1.560383e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215513 members 
Mstep: Class 2 contains 61015 members 
Mstep: Class 3 contains 9334 members 
Mstep: Class 4 contains 50908 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34712 members 
Mstep: Class 8 contains 14525 members 
Mstep: Class 9 contains 19869 members 
Mstep: Class 10 contains 35044 members 
Mstep: Class 11 contains 44276 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65289 members 
Mstep: Class 15 contains 163194 members 
Mstep: Class 16 contains 94553 members 
Mstep: Class 17 contains 4684 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 179790 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214910 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 4743 members 
Mstep: Class 27 contains 11989 members 
Mstep: Class 28 contains 52753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038352.000000 Penalty: 97997.882812
Iteration 227Q: 29 clusters Score -1.560384e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215538 members 
Mstep: Class 2 contains 60971 members 
Mstep: Class 3 contains 9335 members 
Mstep: Class 4 contains 50925 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34714 members 
Mstep: Class 8 contains 14526 members 
Mstep: Class 9 contains 19869 members 
Mstep: Class 10 contains 35047 members 
Mstep: Class 11 contains 44277 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65287 members 
Mstep: Class 15 contains 163191 members 
Mstep: Class 16 contains 94553 members 
Mstep: Class 17 contains 4684 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 179783 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214901 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 4747 members 
Mstep: Class 27 contains 11993 members 
Mstep: Class 28 contains 52762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038400.000000 Penalty: 97997.882812
Iteration 228Q: 29 clusters Score -1.560384e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215566 members 
Mstep: Class 2 contains 60924 members 
Mstep: Class 3 contains 9336 members 
Mstep: Class 4 contains 50945 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34719 members 
Mstep: Class 8 contains 14529 members 
Mstep: Class 9 contains 19867 members 
Mstep: Class 10 contains 35044 members 
Mstep: Class 11 contains 44277 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65298 members 
Mstep: Class 15 contains 163193 members 
Mstep: Class 16 contains 94553 members 
Mstep: Class 17 contains 4684 members 
Mstep: Class 18 contains 3942 members 
Mstep: Class 19 contains 179776 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214883 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 4747 members 
Mstep: Class 27 contains 11994 members 
Mstep: Class 28 contains 52770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038400.000000 Penalty: 97997.882812
Iteration 229Q: 29 clusters Score -1.560384e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215578 members 
Mstep: Class 2 contains 60897 members 
Mstep: Class 3 contains 9337 members 
Mstep: Class 4 contains 50964 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34720 members 
Mstep: Class 8 contains 14532 members 
Mstep: Class 9 contains 19865 members 
Mstep: Class 10 contains 35041 members 
Mstep: Class 11 contains 44276 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65300 members 
Mstep: Class 15 contains 163199 members 
Mstep: Class 16 contains 94554 members 
Mstep: Class 17 contains 4683 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 179769 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214870 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 11996 members 
Mstep: Class 28 contains 52777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038384.000000 Penalty: 97997.882812
Iteration 230Q: 29 clusters Score -1.560384e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215601 members 
Mstep: Class 2 contains 60868 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 50978 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34718 members 
Mstep: Class 8 contains 14531 members 
Mstep: Class 9 contains 19860 members 
Mstep: Class 10 contains 35041 members 
Mstep: Class 11 contains 44275 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65305 members 
Mstep: Class 15 contains 163200 members 
Mstep: Class 16 contains 94556 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 179762 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214855 members 
Mstep: Class 25 contains 5812 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 11996 members 
Mstep: Class 28 contains 52781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038320.000000 Penalty: 97997.882812
Iteration 231Q: 29 clusters Score -1.560383e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215627 members 
Mstep: Class 2 contains 60830 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 50996 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34719 members 
Mstep: Class 8 contains 14534 members 
Mstep: Class 9 contains 19859 members 
Mstep: Class 10 contains 35041 members 
Mstep: Class 11 contains 44277 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65310 members 
Mstep: Class 15 contains 163197 members 
Mstep: Class 16 contains 94556 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 179759 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214836 members 
Mstep: Class 25 contains 5814 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 12000 members 
Mstep: Class 28 contains 52782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038336.000000 Penalty: 97997.882812
Iteration 232Q: 29 clusters Score -1.560383e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215655 members 
Mstep: Class 2 contains 60799 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51011 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34719 members 
Mstep: Class 8 contains 14536 members 
Mstep: Class 9 contains 19860 members 
Mstep: Class 10 contains 35036 members 
Mstep: Class 11 contains 44276 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65313 members 
Mstep: Class 15 contains 163201 members 
Mstep: Class 16 contains 94555 members 
Mstep: Class 17 contains 4691 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 179758 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214818 members 
Mstep: Class 25 contains 5814 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 12001 members 
Mstep: Class 28 contains 52783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038336.000000 Penalty: 97997.882812
Iteration 233Q: 29 clusters Score -1.560383e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215684 members 
Mstep: Class 2 contains 60774 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51033 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34719 members 
Mstep: Class 8 contains 14539 members 
Mstep: Class 9 contains 19860 members 
Mstep: Class 10 contains 35032 members 
Mstep: Class 11 contains 44273 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65311 members 
Mstep: Class 15 contains 163197 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4691 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 179752 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214803 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 12005 members 
Mstep: Class 28 contains 52786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038304.000000 Penalty: 97997.882812
Iteration 234Q: 29 clusters Score -1.560383e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215704 members 
Mstep: Class 2 contains 60749 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51053 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34720 members 
Mstep: Class 8 contains 14542 members 
Mstep: Class 9 contains 19861 members 
Mstep: Class 10 contains 35028 members 
Mstep: Class 11 contains 44273 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65311 members 
Mstep: Class 15 contains 163196 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 179746 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214783 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 12009 members 
Mstep: Class 28 contains 52790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038352.000000 Penalty: 97997.882812
Iteration 235Q: 29 clusters Score -1.560384e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215726 members 
Mstep: Class 2 contains 60721 members 
Mstep: Class 3 contains 9339 members 
Mstep: Class 4 contains 51077 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34721 members 
Mstep: Class 8 contains 14546 members 
Mstep: Class 9 contains 19861 members 
Mstep: Class 10 contains 35026 members 
Mstep: Class 11 contains 44273 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65308 members 
Mstep: Class 15 contains 163196 members 
Mstep: Class 16 contains 94551 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 179736 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214761 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 12015 members 
Mstep: Class 28 contains 52796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038272.000000 Penalty: 97997.882812
Iteration 236Q: 29 clusters Score -1.560383e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215743 members 
Mstep: Class 2 contains 60701 members 
Mstep: Class 3 contains 9339 members 
Mstep: Class 4 contains 51095 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34721 members 
Mstep: Class 8 contains 14547 members 
Mstep: Class 9 contains 19860 members 
Mstep: Class 10 contains 35025 members 
Mstep: Class 11 contains 44273 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65312 members 
Mstep: Class 15 contains 163191 members 
Mstep: Class 16 contains 94548 members 
Mstep: Class 17 contains 4700 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 179734 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214743 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 12019 members 
Mstep: Class 28 contains 52799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038192.000000 Penalty: 97997.882812
Iteration 237Q: 29 clusters Score -1.560382e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215763 members 
Mstep: Class 2 contains 60678 members 
Mstep: Class 3 contains 9338 members 
Mstep: Class 4 contains 51117 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34722 members 
Mstep: Class 8 contains 14547 members 
Mstep: Class 9 contains 19857 members 
Mstep: Class 10 contains 35023 members 
Mstep: Class 11 contains 44273 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65316 members 
Mstep: Class 15 contains 163191 members 
Mstep: Class 16 contains 94548 members 
Mstep: Class 17 contains 4707 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 179725 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214722 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 52802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038112.000000 Penalty: 97997.882812
Iteration 238Q: 29 clusters Score -1.560381e+08 nChanged 119
Entering ConstructFrom: 
Score: -156038112.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (215784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215784 members 
Entering Unmasked Estep 
Score: -25525054.000000 Penalty: 3045.944092
	Iteration 0F: 2 clusters Score -2.552505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108275 members 
Mstep: Class 2 contains 107509 members 
Entering Unmasked Estep 
Score: -25389750.000000 Penalty: 6091.888184
	Iteration 0F: 3 clusters Score -2.538975e+07 nChanged 103670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114521 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -25451200.000000 Penalty: 6091.888184
	Iteration 1F: 3 clusters Score -2.54512e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118188 members 
Mstep: Class 2 contains 97596 members 
Entering Unmasked Estep 
Score: -25453148.000000 Penalty: 6091.888184
	Iteration 2Q: 3 clusters Score -2.545315e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123801 members 
Mstep: Class 2 contains 91983 members 
Entering Unmasked Estep 
Score: -25456066.000000 Penalty: 6091.888184
	Iteration 3Q: 3 clusters Score -2.545607e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132343 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
Score: -25461180.000000 Penalty: 6091.888184
	Iteration 4Q: 3 clusters Score -2.546118e+07 nChanged 13811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144772 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -25469924.000000 Penalty: 6091.888184
	Iteration 5F: 3 clusters Score -2.546992e+07 nChanged 16729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160683 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -25482926.000000 Penalty: 6091.888184
	Iteration 6F: 3 clusters Score -2.548293e+07 nChanged 17407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177688 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -25497996.000000 Penalty: 6091.888184
	Iteration 7F: 3 clusters Score -2.5498e+07 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191182 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -25510380.000000 Penalty: 6091.888184
	Iteration 8F: 3 clusters Score -2.551038e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198888 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -25516440.000000 Penalty: 6091.888184
	Iteration 9Q: 3 clusters Score -2.551644e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202815 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -25519334.000000 Penalty: 6091.888184
	Iteration 10Q: 3 clusters Score -2.551933e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205098 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -25520526.000000 Penalty: 6091.888184
	Iteration 11Q: 3 clusters Score -2.552053e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206634 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -25521154.000000 Penalty: 6091.888184
	Iteration 12Q: 3 clusters Score -2.552115e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207743 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -25521576.000000 Penalty: 6091.888184
	Iteration 13Q: 3 clusters Score -2.552158e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208570 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -25521888.000000 Penalty: 6091.888184
	Iteration 14Q: 3 clusters Score -2.552189e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209178 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -25521966.000000 Penalty: 6091.888184
	Iteration 15Q: 3 clusters Score -2.552197e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209681 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -25522126.000000 Penalty: 6091.888184
	Iteration 16Q: 3 clusters Score -2.552213e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210094 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -25522236.000000 Penalty: 6091.888184
	Iteration 17Q: 3 clusters Score -2.552224e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210424 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -25522300.000000 Penalty: 6091.888184
	Iteration 18Q: 3 clusters Score -2.55223e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210727 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -25522394.000000 Penalty: 6091.888184
	Iteration 19Q: 3 clusters Score -2.552239e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210971 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -25522462.000000 Penalty: 6091.888184
	Iteration 20F: 3 clusters Score -2.552246e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211181 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -25522576.000000 Penalty: 6091.888184
	Iteration 21Q: 3 clusters Score -2.552258e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211353 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -25522626.000000 Penalty: 6091.888184
	Iteration 22Q: 3 clusters Score -2.552263e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211514 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -25522652.000000 Penalty: 6091.888184
	Iteration 23Q: 3 clusters Score -2.552265e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211672 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -25522664.000000 Penalty: 6091.888184
	Iteration 24Q: 3 clusters Score -2.552266e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211805 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -25522664.000000 Penalty: 6091.888184
	Iteration 25Q: 3 clusters Score -2.552266e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211910 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -25522668.000000 Penalty: 6091.888184
	Iteration 26Q: 3 clusters Score -2.552267e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211997 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -25522690.000000 Penalty: 6091.888184
	Iteration 27Q: 3 clusters Score -2.552269e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212071 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -25522720.000000 Penalty: 6091.888184
	Iteration 28Q: 3 clusters Score -2.552272e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212127 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -25522706.000000 Penalty: 6091.888184
	Iteration 29Q: 3 clusters Score -2.552271e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212171 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -25522710.000000 Penalty: 6091.888184
	Iteration 30Q: 3 clusters Score -2.552271e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212206 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -25522720.000000 Penalty: 6091.888184
	Iteration 31Q: 3 clusters Score -2.552272e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212245 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -25522738.000000 Penalty: 6091.888184
	Iteration 32Q: 3 clusters Score -2.552274e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212281 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -25522754.000000 Penalty: 6091.888184
	Iteration 33Q: 3 clusters Score -2.552275e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212312 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -25522758.000000 Penalty: 6091.888184
	Iteration 34Q: 3 clusters Score -2.552276e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212342 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -25522768.000000 Penalty: 6091.888184
	Iteration 35Q: 3 clusters Score -2.552277e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212366 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -25522798.000000 Penalty: 6091.888184
	Iteration 36Q: 3 clusters Score -2.55228e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212390 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -25522788.000000 Penalty: 6091.888184
	Iteration 37Q: 3 clusters Score -2.552279e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212420 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -25522780.000000 Penalty: 6091.888184
	Iteration 38Q: 3 clusters Score -2.552278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212439 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -25522788.000000 Penalty: 6091.888184
	Iteration 39Q: 3 clusters Score -2.552279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212464 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -25522800.000000 Penalty: 6091.888184
	Iteration 40F: 3 clusters Score -2.55228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212493 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -25522782.000000 Penalty: 6091.888184
	Iteration 41Q: 3 clusters Score -2.552278e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212520 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -25522786.000000 Penalty: 6091.888184
	Iteration 42Q: 3 clusters Score -2.552279e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212550 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -25522760.000000 Penalty: 6091.888184
	Iteration 43Q: 3 clusters Score -2.552276e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212577 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -25522768.000000 Penalty: 6091.888184
	Iteration 44Q: 3 clusters Score -2.552277e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212596 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -25522800.000000 Penalty: 6091.888184
	Iteration 45Q: 3 clusters Score -2.55228e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212611 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -25522794.000000 Penalty: 6091.888184
	Iteration 46Q: 3 clusters Score -2.552279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212620 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -25522782.000000 Penalty: 6091.888184
	Iteration 47Q: 3 clusters Score -2.552278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212631 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -25522822.000000 Penalty: 6091.888184
	Iteration 48Q: 3 clusters Score -2.552282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212645 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -25522818.000000 Penalty: 6091.888184
	Iteration 49Q: 3 clusters Score -2.552282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212655 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -25522810.000000 Penalty: 6091.888184
	Iteration 50Q: 3 clusters Score -2.552281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212663 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -25522822.000000 Penalty: 6091.888184
	Iteration 51Q: 3 clusters Score -2.552282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212673 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -25522822.000000 Penalty: 6091.888184
	Iteration 52Q: 3 clusters Score -2.552282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212680 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -25522792.000000 Penalty: 6091.888184
	Iteration 53Q: 3 clusters Score -2.552279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212689 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -25522788.000000 Penalty: 6091.888184
	Iteration 54Q: 3 clusters Score -2.552279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212695 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -25522792.000000 Penalty: 6091.888184
	Iteration 55Q: 3 clusters Score -2.552279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212703 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -25522790.000000 Penalty: 6091.888184
	Iteration 56Q: 3 clusters Score -2.552279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212709 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -25522804.000000 Penalty: 6091.888184
	Iteration 57Q: 3 clusters Score -2.55228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212719 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -25522800.000000 Penalty: 6091.888184
	Iteration 58Q: 3 clusters Score -2.55228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212728 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -25522800.000000 Penalty: 6091.888184
	Iteration 59Q: 3 clusters Score -2.55228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212736 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -25522806.000000 Penalty: 6091.888184
	Iteration 60F: 3 clusters Score -2.552281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212745 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -25522800.000000 Penalty: 6091.888184
	Iteration 61Q: 3 clusters Score -2.55228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212750 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -25522782.000000 Penalty: 6091.888184
	Iteration 62Q: 3 clusters Score -2.552278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212761 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -25522786.000000 Penalty: 6091.888184
	Iteration 63Q: 3 clusters Score -2.552279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212774 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -25522788.000000 Penalty: 6091.888184
	Iteration 64Q: 3 clusters Score -2.552279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212784 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -25522804.000000 Penalty: 6091.888184
	Iteration 65Q: 3 clusters Score -2.55228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212799 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -25522786.000000 Penalty: 6091.888184
	Iteration 66Q: 3 clusters Score -2.552279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212811 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -25522780.000000 Penalty: 6091.888184
	Iteration 67Q: 3 clusters Score -2.552278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212817 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -25522806.000000 Penalty: 6091.888184
	Iteration 68Q: 3 clusters Score -2.552281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212822 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -25522800.000000 Penalty: 6091.888184
	Iteration 69Q: 3 clusters Score -2.55228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212825 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -25522794.000000 Penalty: 6091.888184
	Iteration 70Q: 3 clusters Score -2.552279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212829 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -25522804.000000 Penalty: 6091.888184
	Iteration 71Q: 3 clusters Score -2.55228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212832 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -25522790.000000 Penalty: 6091.888184
	Iteration 72Q: 3 clusters Score -2.552279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212835 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -25522768.000000 Penalty: 6091.888184
	Iteration 73Q: 3 clusters Score -2.552277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212836 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -25522776.000000 Penalty: 6091.888184
	Iteration 74Q: 3 clusters Score -2.552278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212839 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -25522786.000000 Penalty: 6091.888184
	Iteration 75Q: 3 clusters Score -2.552279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212844 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -25522772.000000 Penalty: 6091.888184
	Iteration 76Q: 3 clusters Score -2.552277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212845 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -25522758.000000 Penalty: 6091.888184
	Iteration 77Q: 3 clusters Score -2.552276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212846 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -25522758.000000 Penalty: 6091.888184
	Iteration 78Q: 3 clusters Score -2.552276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212849 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -25522760.000000 Penalty: 6091.888184
	Iteration 79Q: 3 clusters Score -2.552276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212852 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -25522756.000000 Penalty: 6091.888184
	Iteration 80F: 3 clusters Score -2.552276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212853 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -25522760.000000 Penalty: 6091.888184
	Iteration 81Q: 3 clusters Score -2.552276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212858 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -25522744.000000 Penalty: 6091.888184
	Iteration 82Q: 3 clusters Score -2.552274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212867 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -25522764.000000 Penalty: 6091.888184
	Iteration 83Q: 3 clusters Score -2.552276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212881 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -25522762.000000 Penalty: 6091.888184
	Iteration 84Q: 3 clusters Score -2.552276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212888 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -25522744.000000 Penalty: 6091.888184
	Iteration 85Q: 3 clusters Score -2.552274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212895 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -25522760.000000 Penalty: 6091.888184
	Iteration 86Q: 3 clusters Score -2.552276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212896 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -25522764.000000 Penalty: 6091.888184
	Iteration 87Q: 3 clusters Score -2.552276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212899 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -25522782.000000 Penalty: 6091.888184
	Iteration 88Q: 3 clusters Score -2.552278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212903 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -25522782.000000 Penalty: 6091.888184
	Iteration 89Q: 3 clusters Score -2.552278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212910 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -25522778.000000 Penalty: 6091.888184
	Iteration 90Q: 3 clusters Score -2.552278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212915 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -25522772.000000 Penalty: 6091.888184
	Iteration 91Q: 3 clusters Score -2.552277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212919 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -25522772.000000 Penalty: 6091.888184
	Iteration 92Q: 3 clusters Score -2.552277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212924 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -25522780.000000 Penalty: 6091.888184
	Iteration 93Q: 3 clusters Score -2.552278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212925 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -25522784.000000 Penalty: 6091.888184
	Iteration 94Q: 3 clusters Score -2.552278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212929 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -25522790.000000 Penalty: 6091.888184
	Iteration 95Q: 3 clusters Score -2.552279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212940 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -25522768.000000 Penalty: 6091.888184
	Iteration 96Q: 3 clusters Score -2.552277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212943 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -25522774.000000 Penalty: 6091.888184
	Iteration 97Q: 3 clusters Score -2.552277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212943 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -25522776.000000 Penalty: 6091.888184
	Iteration 98Q: 3 clusters Score -2.552278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212943 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -25522774.000000 Penalty: 6091.888184
	Iteration 99Q: 3 clusters Score -2.552277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212945 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -25522766.000000 Penalty: 6091.888184
	Iteration 100F: 3 clusters Score -2.552277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Entering Unmasked Estep 
Score: -7214920.500000 Penalty: 2731.172607
	Iteration 0F: 2 clusters Score -7214920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -7174253.500000 Penalty: 5462.345215
	Iteration 0F: 3 clusters Score -7174254 nChanged 28226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -7189967.500000 Penalty: 5462.345215
	Iteration 1F: 3 clusters Score -7189968 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -7190743.000000 Penalty: 5462.345215
	Iteration 2Q: 3 clusters Score -7190743 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -7191626.000000 Penalty: 5462.345215
	Iteration 3Q: 3 clusters Score -7191626 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -7192883.500000 Penalty: 5462.345215
	Iteration 4Q: 3 clusters Score -7192884 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -7194653.000000 Penalty: 5462.345215
	Iteration 5F: 3 clusters Score -7194653 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -7197200.000000 Penalty: 5462.345215
	Iteration 6F: 3 clusters Score -7197200 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -7200629.000000 Penalty: 5462.345215
	Iteration 7F: 3 clusters Score -7200629 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -7204333.000000 Penalty: 5462.345215
	Iteration 8F: 3 clusters Score -7204333 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -7207597.500000 Penalty: 5462.345215
	Iteration 9F: 3 clusters Score -7207598 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -7209950.000000 Penalty: 5462.345215
	Iteration 10Q: 3 clusters Score -7209950 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -7211236.000000 Penalty: 5462.345215
	Iteration 11Q: 3 clusters Score -7211236 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -7211846.000000 Penalty: 5462.345215
	Iteration 12Q: 3 clusters Score -7211846 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -7212120.000000 Penalty: 5462.345215
	Iteration 13Q: 3 clusters Score -7212120 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7212314.500000 Penalty: 5462.345215
	Iteration 14Q: 3 clusters Score -7212314 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -7212452.000000 Penalty: 5462.345215
	Iteration 15Q: 3 clusters Score -7212452 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7212543.500000 Penalty: 5462.345215
	Iteration 16Q: 3 clusters Score -7212544 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7212598.500000 Penalty: 5462.345215
	Iteration 17Q: 3 clusters Score -7212598 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7212647.500000 Penalty: 5462.345215
	Iteration 18Q: 3 clusters Score -7212648 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7212686.500000 Penalty: 5462.345215
	Iteration 19Q: 3 clusters Score -7212686 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -7212728.000000 Penalty: 5462.345215
	Iteration 20F: 3 clusters Score -7212728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7212765.000000 Penalty: 5462.345215
	Iteration 21Q: 3 clusters Score -7212765 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7212802.000000 Penalty: 5462.345215
	Iteration 22Q: 3 clusters Score -7212802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7212849.500000 Penalty: 5462.345215
	Iteration 23Q: 3 clusters Score -7212850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7212859.000000 Penalty: 5462.345215
	Iteration 24Q: 3 clusters Score -7212859 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7212871.500000 Penalty: 5462.345215
	Iteration 25Q: 3 clusters Score -7212872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7212874.000000 Penalty: 5462.345215
	Iteration 26Q: 3 clusters Score -7212874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7212878.000000 Penalty: 5462.345215
	Iteration 27Q: 3 clusters Score -7212878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7212881.500000 Penalty: 5462.345215
	Iteration 28Q: 3 clusters Score -7212882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7212898.500000 Penalty: 5462.345215
	Iteration 29Q: 3 clusters Score -7212898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7212908.000000 Penalty: 5462.345215
	Iteration 30Q: 3 clusters Score -7212908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58858 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7212909.500000 Penalty: 5462.345215
	Iteration 31Q: 3 clusters Score -7212910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7212913.000000 Penalty: 5462.345215
	Iteration 32Q: 3 clusters Score -7212913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -7212931.000000 Penalty: 5462.345215
	Iteration 33Q: 3 clusters Score -7212931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7212932.000000 Penalty: 5462.345215
	Iteration 34Q: 3 clusters Score -7212932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7212939.000000 Penalty: 5462.345215
	Iteration 35Q: 3 clusters Score -7212939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -7212961.500000 Penalty: 5462.345215
	Iteration 36Q: 3 clusters Score -7212962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7212965.000000 Penalty: 5462.345215
	Iteration 37Q: 3 clusters Score -7212965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7212979.500000 Penalty: 5462.345215
	Iteration 38Q: 3 clusters Score -7212980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7212977.500000 Penalty: 5462.345215
	Iteration 39Q: 3 clusters Score -7212978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7212991.000000 Penalty: 5462.345215
	Iteration 40F: 3 clusters Score -7212991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7212993.500000 Penalty: 5462.345215
	Iteration 41Q: 3 clusters Score -7212994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7212994.000000 Penalty: 5462.345215
	Iteration 42Q: 3 clusters Score -7212994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7213007.000000 Penalty: 5462.345215
	Iteration 43Q: 3 clusters Score -7213007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7213014.500000 Penalty: 5462.345215
	Iteration 44Q: 3 clusters Score -7213014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7213008.500000 Penalty: 5462.345215
	Iteration 45Q: 3 clusters Score -7213008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7213017.000000 Penalty: 5462.345215
	Iteration 46Q: 3 clusters Score -7213017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7213021.500000 Penalty: 5462.345215
	Iteration 47Q: 3 clusters Score -7213022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7213020.000000 Penalty: 5462.345215
	Iteration 48Q: 3 clusters Score -7213020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7213013.500000 Penalty: 5462.345215
	Iteration 49Q: 3 clusters Score -7213014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7213017.500000 Penalty: 5462.345215
	Iteration 50Q: 3 clusters Score -7213018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7213015.500000 Penalty: 5462.345215
	Iteration 51Q: 3 clusters Score -7213016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7213025.000000 Penalty: 5462.345215
	Iteration 52Q: 3 clusters Score -7213025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7213021.500000 Penalty: 5462.345215
	Iteration 53Q: 3 clusters Score -7213022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7213021.500000 Penalty: 5462.345215
	Iteration 54F: 3 clusters Score -7213022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Entering Unmasked Estep 
Score: -1006190.187500 Penalty: 2267.151367
	Iteration 0F: 2 clusters Score -1006190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -998855.000000 Penalty: 4534.302734
	Iteration 0F: 3 clusters Score -998855 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1001297.062500 Penalty: 4534.302734
	Iteration 1F: 3 clusters Score -1001297 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1001821.875000 Penalty: 4534.302734
	Iteration 2F: 3 clusters Score -1001822 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1002261.000000 Penalty: 4534.302734
	Iteration 3F: 3 clusters Score -1002261 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1002735.625000 Penalty: 4534.302734
	Iteration 4F: 3 clusters Score -1002736 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1003186.937500 Penalty: 4534.302734
	Iteration 5F: 3 clusters Score -1003187 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1003561.875000 Penalty: 4534.302734
	Iteration 6F: 3 clusters Score -1003562 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1003856.312500 Penalty: 4534.302734
	Iteration 7Q: 3 clusters Score -1003856 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1004097.125000 Penalty: 4534.302734
	Iteration 8Q: 3 clusters Score -1004097 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1004255.812500 Penalty: 4534.302734
	Iteration 9Q: 3 clusters Score -1004256 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1004388.687500 Penalty: 4534.302734
	Iteration 10Q: 3 clusters Score -1004389 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1004484.562500 Penalty: 4534.302734
	Iteration 11Q: 3 clusters Score -1004485 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1004554.562500 Penalty: 4534.302734
	Iteration 12Q: 3 clusters Score -1004555 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1004615.750000 Penalty: 4534.302734
	Iteration 13Q: 3 clusters Score -1004616 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1004665.125000 Penalty: 4534.302734
	Iteration 14Q: 3 clusters Score -1004665 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1004709.875000 Penalty: 4534.302734
	Iteration 15Q: 3 clusters Score -1004710 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1004749.625000 Penalty: 4534.302734
	Iteration 16Q: 3 clusters Score -1004750 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1004783.187500 Penalty: 4534.302734
	Iteration 17Q: 3 clusters Score -1004783 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1004816.562500 Penalty: 4534.302734
	Iteration 18Q: 3 clusters Score -1004817 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1004850.250000 Penalty: 4534.302734
	Iteration 19Q: 3 clusters Score -1004850 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1004889.812500 Penalty: 4534.302734
	Iteration 20F: 3 clusters Score -1004890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1004929.937500 Penalty: 4534.302734
	Iteration 21Q: 3 clusters Score -1004930 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1004960.187500 Penalty: 4534.302734
	Iteration 22Q: 3 clusters Score -1004960 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1004982.750000 Penalty: 4534.302734
	Iteration 23Q: 3 clusters Score -1004983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1004999.062500 Penalty: 4534.302734
	Iteration 24Q: 3 clusters Score -1004999 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1005012.937500 Penalty: 4534.302734
	Iteration 25Q: 3 clusters Score -1005013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1005020.875000 Penalty: 4534.302734
	Iteration 26Q: 3 clusters Score -1005021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1005029.375000 Penalty: 4534.302734
	Iteration 27Q: 3 clusters Score -1005029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1005042.875000 Penalty: 4534.302734
	Iteration 28Q: 3 clusters Score -1005043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1005051.062500 Penalty: 4534.302734
	Iteration 29Q: 3 clusters Score -1005051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1005058.000000 Penalty: 4534.302734
	Iteration 30Q: 3 clusters Score -1005058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1005062.750000 Penalty: 4534.302734
	Iteration 31Q: 3 clusters Score -1005063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1005068.937500 Penalty: 4534.302734
	Iteration 32Q: 3 clusters Score -1005069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1005073.812500 Penalty: 4534.302734
	Iteration 33Q: 3 clusters Score -1005074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1005077.500000 Penalty: 4534.302734
	Iteration 34Q: 3 clusters Score -1005078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1005080.625000 Penalty: 4534.302734
	Iteration 35Q: 3 clusters Score -1005081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1005083.312500 Penalty: 4534.302734
	Iteration 36Q: 3 clusters Score -1005083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1005086.750000 Penalty: 4534.302734
	Iteration 37Q: 3 clusters Score -1005087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1005088.187500 Penalty: 4534.302734
	Iteration 38Q: 3 clusters Score -1005088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1005088.812500 Penalty: 4534.302734
	Iteration 39Q: 3 clusters Score -1005089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1005090.937500 Penalty: 4534.302734
	Iteration 40F: 3 clusters Score -1005091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1005093.250000 Penalty: 4534.302734
	Iteration 41Q: 3 clusters Score -1005093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1005095.312500 Penalty: 4534.302734
	Iteration 42Q: 3 clusters Score -1005095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1005096.000000 Penalty: 4534.302734
	Iteration 43Q: 3 clusters Score -1005096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1005097.750000 Penalty: 4534.302734
	Iteration 44Q: 3 clusters Score -1005098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1005100.187500 Penalty: 4534.302734
	Iteration 45Q: 3 clusters Score -1005100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1005103.500000 Penalty: 4534.302734
	Iteration 46Q: 3 clusters Score -1005104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1005105.312500 Penalty: 4534.302734
	Iteration 47Q: 3 clusters Score -1005105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1005109.062500 Penalty: 4534.302734
	Iteration 48Q: 3 clusters Score -1005109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1005113.375000 Penalty: 4534.302734
	Iteration 49Q: 3 clusters Score -1005113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1005114.062500 Penalty: 4534.302734
	Iteration 50Q: 3 clusters Score -1005114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1005114.687500 Penalty: 4534.302734
	Iteration 51Q: 3 clusters Score -1005115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1005115.125000 Penalty: 4534.302734
	Iteration 52Q: 3 clusters Score -1005115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1005115.500000 Penalty: 4534.302734
	Iteration 53Q: 3 clusters Score -1005116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1005116.750000 Penalty: 4534.302734
	Iteration 54Q: 3 clusters Score -1005117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1005116.375000 Penalty: 4534.302734
	Iteration 55Q: 3 clusters Score -1005116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1005116.937500 Penalty: 4534.302734
	Iteration 56Q: 3 clusters Score -1005117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1005115.875000 Penalty: 4534.302734
	Iteration 57Q: 3 clusters Score -1005116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1005116.312500 Penalty: 4534.302734
	Iteration 58Q: 3 clusters Score -1005116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1005118.125000 Penalty: 4534.302734
	Iteration 59Q: 3 clusters Score -1005118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1005118.312500 Penalty: 4534.302734
	Iteration 60F: 3 clusters Score -1005118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1005118.875000 Penalty: 4534.302734
	Iteration 61Q: 3 clusters Score -1005119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1005122.125000 Penalty: 4534.302734
	Iteration 62Q: 3 clusters Score -1005122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1005123.437500 Penalty: 4534.302734
	Iteration 63Q: 3 clusters Score -1005123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1005124.125000 Penalty: 4534.302734
	Iteration 64Q: 3 clusters Score -1005124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1005124.437500 Penalty: 4534.302734
	Iteration 65Q: 3 clusters Score -1005124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1005123.250000 Penalty: 4534.302734
	Iteration 66Q: 3 clusters Score -1005123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1005126.500000 Penalty: 4534.302734
	Iteration 67Q: 3 clusters Score -1005126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1005126.500000 Penalty: 4534.302734
	Iteration 68F: 3 clusters Score -1005126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Entering Unmasked Estep 
Score: -6133120.000000 Penalty: 2688.852295
	Iteration 0F: 2 clusters Score -6133120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -6098822.000000 Penalty: 5377.704590
	Iteration 0F: 3 clusters Score -6098822 nChanged 23756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -6111569.000000 Penalty: 5377.704590
	Iteration 1F: 3 clusters Score -6111569 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -6112317.000000 Penalty: 5377.704590
	Iteration 2Q: 3 clusters Score -6112317 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -6113307.000000 Penalty: 5377.704590
	Iteration 3Q: 3 clusters Score -6113307 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -6114832.000000 Penalty: 5377.704590
	Iteration 4F: 3 clusters Score -6114832 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -6117227.500000 Penalty: 5377.704590
	Iteration 5F: 3 clusters Score -6117228 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -6120780.000000 Penalty: 5377.704590
	Iteration 6F: 3 clusters Score -6120780 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -6124857.500000 Penalty: 5377.704590
	Iteration 7F: 3 clusters Score -6124858 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -6128055.000000 Penalty: 5377.704590
	Iteration 8F: 3 clusters Score -6128055 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -6129677.000000 Penalty: 5377.704590
	Iteration 9Q: 3 clusters Score -6129677 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -6130276.000000 Penalty: 5377.704590
	Iteration 10Q: 3 clusters Score -6130276 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -6130518.500000 Penalty: 5377.704590
	Iteration 11Q: 3 clusters Score -6130518 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -6130633.500000 Penalty: 5377.704590
	Iteration 12Q: 3 clusters Score -6130634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -6130692.000000 Penalty: 5377.704590
	Iteration 13Q: 3 clusters Score -6130692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -6130719.500000 Penalty: 5377.704590
	Iteration 14Q: 3 clusters Score -6130720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -6130738.500000 Penalty: 5377.704590
	Iteration 15Q: 3 clusters Score -6130738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -6130743.500000 Penalty: 5377.704590
	Iteration 16Q: 3 clusters Score -6130744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -6130755.000000 Penalty: 5377.704590
	Iteration 17Q: 3 clusters Score -6130755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -6130762.000000 Penalty: 5377.704590
	Iteration 18Q: 3 clusters Score -6130762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -6130772.500000 Penalty: 5377.704590
	Iteration 19Q: 3 clusters Score -6130772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -6130768.500000 Penalty: 5377.704590
	Iteration 20F: 3 clusters Score -6130768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -6130779.000000 Penalty: 5377.704590
	Iteration 21Q: 3 clusters Score -6130779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -6130785.500000 Penalty: 5377.704590
	Iteration 22Q: 3 clusters Score -6130786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -6130792.000000 Penalty: 5377.704590
	Iteration 23Q: 3 clusters Score -6130792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -6130790.500000 Penalty: 5377.704590
	Iteration 24Q: 3 clusters Score -6130790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -6130793.000000 Penalty: 5377.704590
	Iteration 25Q: 3 clusters Score -6130793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -6130793.000000 Penalty: 5377.704590
	Iteration 26F: 3 clusters Score -6130793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Entering Unmasked Estep 
Score: -739504.375000 Penalty: 2168.869873
	Iteration 0F: 2 clusters Score -739504.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -734171.062500 Penalty: 4337.739746
	Iteration 0F: 3 clusters Score -734171.1 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -735613.250000 Penalty: 4337.739746
	Iteration 1F: 3 clusters Score -735613.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -735853.125000 Penalty: 4337.739746
	Iteration 2F: 3 clusters Score -735853.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -736014.062500 Penalty: 4337.739746
	Iteration 3Q: 3 clusters Score -736014.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -736129.750000 Penalty: 4337.739746
	Iteration 4Q: 3 clusters Score -736129.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -736226.062500 Penalty: 4337.739746
	Iteration 5Q: 3 clusters Score -736226.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -736290.187500 Penalty: 4337.739746
	Iteration 6Q: 3 clusters Score -736290.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -736340.312500 Penalty: 4337.739746
	Iteration 7Q: 3 clusters Score -736340.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -736384.937500 Penalty: 4337.739746
	Iteration 8Q: 3 clusters Score -736384.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -736433.812500 Penalty: 4337.739746
	Iteration 9Q: 3 clusters Score -736433.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -736490.437500 Penalty: 4337.739746
	Iteration 10Q: 3 clusters Score -736490.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -736550.687500 Penalty: 4337.739746
	Iteration 11Q: 3 clusters Score -736550.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -736612.812500 Penalty: 4337.739746
	Iteration 12Q: 3 clusters Score -736612.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -736675.437500 Penalty: 4337.739746
	Iteration 13Q: 3 clusters Score -736675.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -736746.937500 Penalty: 4337.739746
	Iteration 14Q: 3 clusters Score -736746.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -736824.875000 Penalty: 4337.739746
	Iteration 15Q: 3 clusters Score -736824.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -736900.812500 Penalty: 4337.739746
	Iteration 16Q: 3 clusters Score -736900.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -736971.312500 Penalty: 4337.739746
	Iteration 17Q: 3 clusters Score -736971.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -737062.750000 Penalty: 4337.739746
	Iteration 18Q: 3 clusters Score -737062.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -737138.937500 Penalty: 4337.739746
	Iteration 19Q: 3 clusters Score -737138.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -737190.937500 Penalty: 4337.739746
	Iteration 20F: 3 clusters Score -737190.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -737238.187500 Penalty: 4337.739746
	Iteration 21Q: 3 clusters Score -737238.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -737282.125000 Penalty: 4337.739746
	Iteration 22Q: 3 clusters Score -737282.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -737322.187500 Penalty: 4337.739746
	Iteration 23Q: 3 clusters Score -737322.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -737359.437500 Penalty: 4337.739746
	Iteration 24Q: 3 clusters Score -737359.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -737398.687500 Penalty: 4337.739746
	Iteration 25Q: 3 clusters Score -737398.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -737425.000000 Penalty: 4337.739746
	Iteration 26Q: 3 clusters Score -737425 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -737456.187500 Penalty: 4337.739746
	Iteration 27Q: 3 clusters Score -737456.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -737479.187500 Penalty: 4337.739746
	Iteration 28Q: 3 clusters Score -737479.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -737506.562500 Penalty: 4337.739746
	Iteration 29Q: 3 clusters Score -737506.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -737530.062500 Penalty: 4337.739746
	Iteration 30Q: 3 clusters Score -737530.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -737554.187500 Penalty: 4337.739746
	Iteration 31Q: 3 clusters Score -737554.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -737579.250000 Penalty: 4337.739746
	Iteration 32Q: 3 clusters Score -737579.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -737597.187500 Penalty: 4337.739746
	Iteration 33Q: 3 clusters Score -737597.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -737613.375000 Penalty: 4337.739746
	Iteration 34Q: 3 clusters Score -737613.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -737628.125000 Penalty: 4337.739746
	Iteration 35Q: 3 clusters Score -737628.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -737640.312500 Penalty: 4337.739746
	Iteration 36Q: 3 clusters Score -737640.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -737651.062500 Penalty: 4337.739746
	Iteration 37Q: 3 clusters Score -737651.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -737657.375000 Penalty: 4337.739746
	Iteration 38Q: 3 clusters Score -737657.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -737662.000000 Penalty: 4337.739746
	Iteration 39Q: 3 clusters Score -737662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -737664.062500 Penalty: 4337.739746
	Iteration 40F: 3 clusters Score -737664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -737665.312500 Penalty: 4337.739746
	Iteration 41Q: 3 clusters Score -737665.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -737671.000000 Penalty: 4337.739746
	Iteration 42Q: 3 clusters Score -737671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -737673.937500 Penalty: 4337.739746
	Iteration 43Q: 3 clusters Score -737673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -737676.125000 Penalty: 4337.739746
	Iteration 44Q: 3 clusters Score -737676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -737677.312500 Penalty: 4337.739746
	Iteration 45Q: 3 clusters Score -737677.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -737677.937500 Penalty: 4337.739746
	Iteration 46Q: 3 clusters Score -737677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -737681.125000 Penalty: 4337.739746
	Iteration 47Q: 3 clusters Score -737681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -737686.750000 Penalty: 4337.739746
	Iteration 48Q: 3 clusters Score -737686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -737689.187500 Penalty: 4337.739746
	Iteration 49Q: 3 clusters Score -737689.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -737692.000000 Penalty: 4337.739746
	Iteration 50Q: 3 clusters Score -737692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -737694.125000 Penalty: 4337.739746
	Iteration 51Q: 3 clusters Score -737694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -737694.937500 Penalty: 4337.739746
	Iteration 52Q: 3 clusters Score -737694.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -737694.937500 Penalty: 4337.739746
	Iteration 53F: 3 clusters Score -737694.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Entering Unmasked Estep 
Score: -2414618.000000 Penalty: 2463.371338
	Iteration 0F: 2 clusters Score -2414618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2400229.750000 Penalty: 4926.742676
	Iteration 0F: 3 clusters Score -2400230 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2405018.250000 Penalty: 4926.742676
	Iteration 1F: 3 clusters Score -2405018 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2405432.500000 Penalty: 4926.742676
	Iteration 2F: 3 clusters Score -2405432 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2405803.750000 Penalty: 4926.742676
	Iteration 3Q: 3 clusters Score -2405804 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2406213.750000 Penalty: 4926.742676
	Iteration 4Q: 3 clusters Score -2406214 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2406714.500000 Penalty: 4926.742676
	Iteration 5F: 3 clusters Score -2406714 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2407338.500000 Penalty: 4926.742676
	Iteration 6F: 3 clusters Score -2407338 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2408214.500000 Penalty: 4926.742676
	Iteration 7F: 3 clusters Score -2408214 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2409313.000000 Penalty: 4926.742676
	Iteration 8F: 3 clusters Score -2409313 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2410404.750000 Penalty: 4926.742676
	Iteration 9F: 3 clusters Score -2410405 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2411244.750000 Penalty: 4926.742676
	Iteration 10Q: 3 clusters Score -2411245 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2411801.000000 Penalty: 4926.742676
	Iteration 11Q: 3 clusters Score -2411801 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2412109.000000 Penalty: 4926.742676
	Iteration 12Q: 3 clusters Score -2412109 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2412281.500000 Penalty: 4926.742676
	Iteration 13Q: 3 clusters Score -2412282 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2412400.250000 Penalty: 4926.742676
	Iteration 14Q: 3 clusters Score -2412400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2412473.250000 Penalty: 4926.742676
	Iteration 15Q: 3 clusters Score -2412473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2412508.500000 Penalty: 4926.742676
	Iteration 16Q: 3 clusters Score -2412508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2412536.500000 Penalty: 4926.742676
	Iteration 17Q: 3 clusters Score -2412536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2412554.250000 Penalty: 4926.742676
	Iteration 18Q: 3 clusters Score -2412554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2412563.250000 Penalty: 4926.742676
	Iteration 19Q: 3 clusters Score -2412563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2412577.000000 Penalty: 4926.742676
	Iteration 20F: 3 clusters Score -2412577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2412590.250000 Penalty: 4926.742676
	Iteration 21Q: 3 clusters Score -2412590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2412593.000000 Penalty: 4926.742676
	Iteration 22Q: 3 clusters Score -2412593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2412593.750000 Penalty: 4926.742676
	Iteration 23Q: 3 clusters Score -2412594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2412593.750000 Penalty: 4926.742676
	Iteration 24F: 3 clusters Score -2412594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Entering Unmasked Estep 
Score: -4155932.500000 Penalty: 2592.871826
	Iteration 0F: 2 clusters Score -4155932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4132314.750000 Penalty: 5185.743652
	Iteration 0F: 3 clusters Score -4132315 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -4141275.500000 Penalty: 5185.743652
	Iteration 1F: 3 clusters Score -4141276 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4142232.750000 Penalty: 5185.743652
	Iteration 2F: 3 clusters Score -4142233 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -4143460.750000 Penalty: 5185.743652
	Iteration 3F: 3 clusters Score -4143461 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -4144930.500000 Penalty: 5185.743652
	Iteration 4F: 3 clusters Score -4144930 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -4146526.750000 Penalty: 5185.743652
	Iteration 5F: 3 clusters Score -4146527 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -4148215.500000 Penalty: 5185.743652
	Iteration 6F: 3 clusters Score -4148216 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -4149720.000000 Penalty: 5185.743652
	Iteration 7F: 3 clusters Score -4149720 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -4150848.250000 Penalty: 5185.743652
	Iteration 8Q: 3 clusters Score -4150848 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -4151640.750000 Penalty: 5185.743652
	Iteration 9Q: 3 clusters Score -4151641 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -4152126.000000 Penalty: 5185.743652
	Iteration 10Q: 3 clusters Score -4152126 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -4152397.250000 Penalty: 5185.743652
	Iteration 11Q: 3 clusters Score -4152397 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -4152580.000000 Penalty: 5185.743652
	Iteration 12Q: 3 clusters Score -4152580 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -4152743.500000 Penalty: 5185.743652
	Iteration 13Q: 3 clusters Score -4152744 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -4152911.250000 Penalty: 5185.743652
	Iteration 14Q: 3 clusters Score -4152911 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -4153062.000000 Penalty: 5185.743652
	Iteration 15Q: 3 clusters Score -4153062 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -4153193.750000 Penalty: 5185.743652
	Iteration 16Q: 3 clusters Score -4153194 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4153299.000000 Penalty: 5185.743652
	Iteration 17Q: 3 clusters Score -4153299 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -4153420.000000 Penalty: 5185.743652
	Iteration 18Q: 3 clusters Score -4153420 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4153490.750000 Penalty: 5185.743652
	Iteration 19Q: 3 clusters Score -4153491 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4153588.500000 Penalty: 5185.743652
	Iteration 20F: 3 clusters Score -4153588 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4153670.500000 Penalty: 5185.743652
	Iteration 21Q: 3 clusters Score -4153670 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4153759.500000 Penalty: 5185.743652
	Iteration 22Q: 3 clusters Score -4153760 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4153825.750000 Penalty: 5185.743652
	Iteration 23Q: 3 clusters Score -4153826 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4153864.500000 Penalty: 5185.743652
	Iteration 24Q: 3 clusters Score -4153864 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4153914.500000 Penalty: 5185.743652
	Iteration 25Q: 3 clusters Score -4153914 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4153940.000000 Penalty: 5185.743652
	Iteration 26Q: 3 clusters Score -4153940 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4153960.500000 Penalty: 5185.743652
	Iteration 27Q: 3 clusters Score -4153960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4153970.000000 Penalty: 5185.743652
	Iteration 28Q: 3 clusters Score -4153970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4154011.250000 Penalty: 5185.743652
	Iteration 29Q: 3 clusters Score -4154011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4154039.000000 Penalty: 5185.743652
	Iteration 30Q: 3 clusters Score -4154039 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4154050.500000 Penalty: 5185.743652
	Iteration 31Q: 3 clusters Score -4154050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4154064.000000 Penalty: 5185.743652
	Iteration 32Q: 3 clusters Score -4154064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4154088.000000 Penalty: 5185.743652
	Iteration 33Q: 3 clusters Score -4154088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4154101.000000 Penalty: 5185.743652
	Iteration 34Q: 3 clusters Score -4154101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4154104.250000 Penalty: 5185.743652
	Iteration 35Q: 3 clusters Score -4154104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4154105.500000 Penalty: 5185.743652
	Iteration 36Q: 3 clusters Score -4154106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4154117.750000 Penalty: 5185.743652
	Iteration 37Q: 3 clusters Score -4154118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4154113.750000 Penalty: 5185.743652
	Iteration 38Q: 3 clusters Score -4154114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4154116.750000 Penalty: 5185.743652
	Iteration 39Q: 3 clusters Score -4154117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4154126.500000 Penalty: 5185.743652
	Iteration 40F: 3 clusters Score -4154126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4154140.750000 Penalty: 5185.743652
	Iteration 41Q: 3 clusters Score -4154141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4154138.000000 Penalty: 5185.743652
	Iteration 42Q: 3 clusters Score -4154138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4154142.250000 Penalty: 5185.743652
	Iteration 43Q: 3 clusters Score -4154142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4154143.250000 Penalty: 5185.743652
	Iteration 44Q: 3 clusters Score -4154143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4154147.500000 Penalty: 5185.743652
	Iteration 45Q: 3 clusters Score -4154148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4154150.750000 Penalty: 5185.743652
	Iteration 46Q: 3 clusters Score -4154151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4154148.250000 Penalty: 5185.743652
	Iteration 47Q: 3 clusters Score -4154148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4154159.000000 Penalty: 5185.743652
	Iteration 48Q: 3 clusters Score -4154159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4154155.500000 Penalty: 5185.743652
	Iteration 49Q: 3 clusters Score -4154156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4154158.250000 Penalty: 5185.743652
	Iteration 50Q: 3 clusters Score -4154158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4154158.250000 Penalty: 5185.743652
	Iteration 51F: 3 clusters Score -4154158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Entering Unmasked Estep 
Score: -1707415.500000 Penalty: 2377.097656
	Iteration 0F: 2 clusters Score -1707416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1696870.375000 Penalty: 4754.195312
	Iteration 0F: 3 clusters Score -1696870 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1700317.000000 Penalty: 4754.195312
	Iteration 1F: 3 clusters Score -1700317 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1700729.875000 Penalty: 4754.195312
	Iteration 2F: 3 clusters Score -1700730 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1701063.500000 Penalty: 4754.195312
	Iteration 3F: 3 clusters Score -1701064 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1701416.375000 Penalty: 4754.195312
	Iteration 4Q: 3 clusters Score -1701416 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1701783.125000 Penalty: 4754.195312
	Iteration 5Q: 3 clusters Score -1701783 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1702127.625000 Penalty: 4754.195312
	Iteration 6Q: 3 clusters Score -1702128 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1702458.000000 Penalty: 4754.195312
	Iteration 7Q: 3 clusters Score -1702458 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1702813.375000 Penalty: 4754.195312
	Iteration 8Q: 3 clusters Score -1702813 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1703131.500000 Penalty: 4754.195312
	Iteration 9Q: 3 clusters Score -1703132 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1703419.375000 Penalty: 4754.195312
	Iteration 10Q: 3 clusters Score -1703419 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1703652.375000 Penalty: 4754.195312
	Iteration 11Q: 3 clusters Score -1703652 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1703874.375000 Penalty: 4754.195312
	Iteration 12Q: 3 clusters Score -1703874 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1704079.750000 Penalty: 4754.195312
	Iteration 13Q: 3 clusters Score -1704080 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1704269.625000 Penalty: 4754.195312
	Iteration 14Q: 3 clusters Score -1704270 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1704391.500000 Penalty: 4754.195312
	Iteration 15Q: 3 clusters Score -1704392 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1704482.125000 Penalty: 4754.195312
	Iteration 16Q: 3 clusters Score -1704482 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1704564.875000 Penalty: 4754.195312
	Iteration 17Q: 3 clusters Score -1704565 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1704650.500000 Penalty: 4754.195312
	Iteration 18Q: 3 clusters Score -1704650 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1704722.125000 Penalty: 4754.195312
	Iteration 19Q: 3 clusters Score -1704722 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1704778.625000 Penalty: 4754.195312
	Iteration 20F: 3 clusters Score -1704779 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1704840.875000 Penalty: 4754.195312
	Iteration 21Q: 3 clusters Score -1704841 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1704902.625000 Penalty: 4754.195312
	Iteration 22Q: 3 clusters Score -1704903 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1704963.625000 Penalty: 4754.195312
	Iteration 23Q: 3 clusters Score -1704964 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1705015.125000 Penalty: 4754.195312
	Iteration 24Q: 3 clusters Score -1705015 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1705061.250000 Penalty: 4754.195312
	Iteration 25Q: 3 clusters Score -1705061 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1705115.875000 Penalty: 4754.195312
	Iteration 26Q: 3 clusters Score -1705116 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1705158.250000 Penalty: 4754.195312
	Iteration 27Q: 3 clusters Score -1705158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1705203.500000 Penalty: 4754.195312
	Iteration 28Q: 3 clusters Score -1705204 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1705241.875000 Penalty: 4754.195312
	Iteration 29Q: 3 clusters Score -1705242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1705269.500000 Penalty: 4754.195312
	Iteration 30Q: 3 clusters Score -1705270 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1705299.875000 Penalty: 4754.195312
	Iteration 31Q: 3 clusters Score -1705300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1705333.625000 Penalty: 4754.195312
	Iteration 32Q: 3 clusters Score -1705334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1705359.750000 Penalty: 4754.195312
	Iteration 33Q: 3 clusters Score -1705360 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1705384.375000 Penalty: 4754.195312
	Iteration 34Q: 3 clusters Score -1705384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1705392.250000 Penalty: 4754.195312
	Iteration 35Q: 3 clusters Score -1705392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1705406.375000 Penalty: 4754.195312
	Iteration 36Q: 3 clusters Score -1705406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1705421.625000 Penalty: 4754.195312
	Iteration 37Q: 3 clusters Score -1705422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1705427.125000 Penalty: 4754.195312
	Iteration 38Q: 3 clusters Score -1705427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1705441.750000 Penalty: 4754.195312
	Iteration 39Q: 3 clusters Score -1705442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1705449.375000 Penalty: 4754.195312
	Iteration 40F: 3 clusters Score -1705449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1705456.125000 Penalty: 4754.195312
	Iteration 41Q: 3 clusters Score -1705456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1705460.875000 Penalty: 4754.195312
	Iteration 42Q: 3 clusters Score -1705461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1705462.750000 Penalty: 4754.195312
	Iteration 43Q: 3 clusters Score -1705463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1705464.875000 Penalty: 4754.195312
	Iteration 44Q: 3 clusters Score -1705465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1705465.375000 Penalty: 4754.195312
	Iteration 45Q: 3 clusters Score -1705465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1705468.500000 Penalty: 4754.195312
	Iteration 46Q: 3 clusters Score -1705468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1705469.875000 Penalty: 4754.195312
	Iteration 47Q: 3 clusters Score -1705470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1705470.125000 Penalty: 4754.195312
	Iteration 48Q: 3 clusters Score -1705470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1705472.000000 Penalty: 4754.195312
	Iteration 49Q: 3 clusters Score -1705472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1705467.500000 Penalty: 4754.195312
	Iteration 50Q: 3 clusters Score -1705468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1705466.250000 Penalty: 4754.195312
	Iteration 51Q: 3 clusters Score -1705466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1705470.750000 Penalty: 4754.195312
	Iteration 52Q: 3 clusters Score -1705471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1705471.250000 Penalty: 4754.195312
	Iteration 53Q: 3 clusters Score -1705471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1705469.125000 Penalty: 4754.195312
	Iteration 54Q: 3 clusters Score -1705469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1705472.125000 Penalty: 4754.195312
	Iteration 55Q: 3 clusters Score -1705472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1705471.625000 Penalty: 4754.195312
	Iteration 56Q: 3 clusters Score -1705472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1705471.625000 Penalty: 4754.195312
	Iteration 57F: 3 clusters Score -1705472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Entering Unmasked Estep 
Score: -2344275.250000 Penalty: 2454.335205
	Iteration 0F: 2 clusters Score -2344275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2330223.250000 Penalty: 4908.670410
	Iteration 0F: 3 clusters Score -2330223 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2334822.500000 Penalty: 4908.670410
	Iteration 1F: 3 clusters Score -2334822 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2335349.500000 Penalty: 4908.670410
	Iteration 2F: 3 clusters Score -2335350 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2335811.250000 Penalty: 4908.670410
	Iteration 3Q: 3 clusters Score -2335811 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2336287.000000 Penalty: 4908.670410
	Iteration 4Q: 3 clusters Score -2336287 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2336780.500000 Penalty: 4908.670410
	Iteration 5Q: 3 clusters Score -2336780 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2337310.250000 Penalty: 4908.670410
	Iteration 6Q: 3 clusters Score -2337310 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2337946.000000 Penalty: 4908.670410
	Iteration 7Q: 3 clusters Score -2337946 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2338650.500000 Penalty: 4908.670410
	Iteration 8Q: 3 clusters Score -2338650 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2339426.750000 Penalty: 4908.670410
	Iteration 9Q: 3 clusters Score -2339427 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2340187.000000 Penalty: 4908.670410
	Iteration 10Q: 3 clusters Score -2340187 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2340867.250000 Penalty: 4908.670410
	Iteration 11Q: 3 clusters Score -2340867 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2341327.000000 Penalty: 4908.670410
	Iteration 12Q: 3 clusters Score -2341327 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2341619.250000 Penalty: 4908.670410
	Iteration 13Q: 3 clusters Score -2341619 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2341808.000000 Penalty: 4908.670410
	Iteration 14Q: 3 clusters Score -2341808 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2341916.250000 Penalty: 4908.670410
	Iteration 15Q: 3 clusters Score -2341916 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2341969.250000 Penalty: 4908.670410
	Iteration 16Q: 3 clusters Score -2341969 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2342004.500000 Penalty: 4908.670410
	Iteration 17Q: 3 clusters Score -2342004 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2342034.500000 Penalty: 4908.670410
	Iteration 18Q: 3 clusters Score -2342034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2342059.250000 Penalty: 4908.670410
	Iteration 19Q: 3 clusters Score -2342059 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2342086.250000 Penalty: 4908.670410
	Iteration 20F: 3 clusters Score -2342086 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2342100.750000 Penalty: 4908.670410
	Iteration 21Q: 3 clusters Score -2342101 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2342121.750000 Penalty: 4908.670410
	Iteration 22Q: 3 clusters Score -2342122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2342139.750000 Penalty: 4908.670410
	Iteration 23Q: 3 clusters Score -2342140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2342156.000000 Penalty: 4908.670410
	Iteration 24Q: 3 clusters Score -2342156 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2342168.750000 Penalty: 4908.670410
	Iteration 25Q: 3 clusters Score -2342169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2342182.750000 Penalty: 4908.670410
	Iteration 26Q: 3 clusters Score -2342183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2342189.250000 Penalty: 4908.670410
	Iteration 27Q: 3 clusters Score -2342189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2342194.750000 Penalty: 4908.670410
	Iteration 28Q: 3 clusters Score -2342195 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2342202.250000 Penalty: 4908.670410
	Iteration 29Q: 3 clusters Score -2342202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2342209.750000 Penalty: 4908.670410
	Iteration 30Q: 3 clusters Score -2342210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2342219.000000 Penalty: 4908.670410
	Iteration 31Q: 3 clusters Score -2342219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2342217.500000 Penalty: 4908.670410
	Iteration 32Q: 3 clusters Score -2342218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2342225.750000 Penalty: 4908.670410
	Iteration 33Q: 3 clusters Score -2342226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2342226.750000 Penalty: 4908.670410
	Iteration 34Q: 3 clusters Score -2342227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2342228.750000 Penalty: 4908.670410
	Iteration 35Q: 3 clusters Score -2342229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2342239.000000 Penalty: 4908.670410
	Iteration 36Q: 3 clusters Score -2342239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2342245.750000 Penalty: 4908.670410
	Iteration 37Q: 3 clusters Score -2342246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2342249.250000 Penalty: 4908.670410
	Iteration 38Q: 3 clusters Score -2342249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2342259.500000 Penalty: 4908.670410
	Iteration 39Q: 3 clusters Score -2342260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2342263.250000 Penalty: 4908.670410
	Iteration 40F: 3 clusters Score -2342263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2342271.500000 Penalty: 4908.670410
	Iteration 41Q: 3 clusters Score -2342272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2342274.000000 Penalty: 4908.670410
	Iteration 42Q: 3 clusters Score -2342274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2342275.000000 Penalty: 4908.670410
	Iteration 43Q: 3 clusters Score -2342275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2342279.500000 Penalty: 4908.670410
	Iteration 44Q: 3 clusters Score -2342280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2342283.000000 Penalty: 4908.670410
	Iteration 45Q: 3 clusters Score -2342283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2342288.000000 Penalty: 4908.670410
	Iteration 46Q: 3 clusters Score -2342288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2342283.750000 Penalty: 4908.670410
	Iteration 47Q: 3 clusters Score -2342284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2342288.750000 Penalty: 4908.670410
	Iteration 48Q: 3 clusters Score -2342289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2342290.250000 Penalty: 4908.670410
	Iteration 49Q: 3 clusters Score -2342290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2342299.250000 Penalty: 4908.670410
	Iteration 50Q: 3 clusters Score -2342299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2342297.250000 Penalty: 4908.670410
	Iteration 51Q: 3 clusters Score -2342297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2342297.750000 Penalty: 4908.670410
	Iteration 52Q: 3 clusters Score -2342298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2342296.000000 Penalty: 4908.670410
	Iteration 53Q: 3 clusters Score -2342296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2342300.000000 Penalty: 4908.670410
	Iteration 54Q: 3 clusters Score -2342300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2342301.500000 Penalty: 4908.670410
	Iteration 55Q: 3 clusters Score -2342302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2342300.250000 Penalty: 4908.670410
	Iteration 56Q: 3 clusters Score -2342300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2342299.500000 Penalty: 4908.670410
	Iteration 57Q: 3 clusters Score -2342300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2342303.750000 Penalty: 4908.670410
	Iteration 58Q: 3 clusters Score -2342304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2342304.500000 Penalty: 4908.670410
	Iteration 59Q: 3 clusters Score -2342304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2342303.500000 Penalty: 4908.670410
	Iteration 60F: 3 clusters Score -2342304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2342304.250000 Penalty: 4908.670410
	Iteration 61Q: 3 clusters Score -2342304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2342303.000000 Penalty: 4908.670410
	Iteration 62Q: 3 clusters Score -2342303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2342307.000000 Penalty: 4908.670410
	Iteration 63Q: 3 clusters Score -2342307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2342305.000000 Penalty: 4908.670410
	Iteration 64Q: 3 clusters Score -2342305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2342308.250000 Penalty: 4908.670410
	Iteration 65Q: 3 clusters Score -2342308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2342307.750000 Penalty: 4908.670410
	Iteration 66Q: 3 clusters Score -2342308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2342306.000000 Penalty: 4908.670410
	Iteration 67Q: 3 clusters Score -2342306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2342305.250000 Penalty: 4908.670410
	Iteration 68Q: 3 clusters Score -2342305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2342305.250000 Penalty: 4908.670410
	Iteration 69Q: 3 clusters Score -2342305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2342305.250000 Penalty: 4908.670410
	Iteration 70Q: 3 clusters Score -2342305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2342303.250000 Penalty: 4908.670410
	Iteration 71Q: 3 clusters Score -2342303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2342305.750000 Penalty: 4908.670410
	Iteration 72Q: 3 clusters Score -2342306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2342307.500000 Penalty: 4908.670410
	Iteration 73Q: 3 clusters Score -2342308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2342307.500000 Penalty: 4908.670410
	Iteration 74F: 3 clusters Score -2342308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Entering Unmasked Estep 
Score: -4206454.000000 Penalty: 2595.005371
	Iteration 0F: 2 clusters Score -4206454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4182469.000000 Penalty: 5190.010742
	Iteration 0F: 3 clusters Score -4182469 nChanged 15983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -4191344.500000 Penalty: 5190.010742
	Iteration 1F: 3 clusters Score -4191344 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -4191883.750000 Penalty: 5190.010742
	Iteration 2Q: 3 clusters Score -4191884 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -4192365.000000 Penalty: 5190.010742
	Iteration 3Q: 3 clusters Score -4192365 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4192832.250000 Penalty: 5190.010742
	Iteration 4Q: 3 clusters Score -4192832 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -4193294.500000 Penalty: 5190.010742
	Iteration 5Q: 3 clusters Score -4193294 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4193859.250000 Penalty: 5190.010742
	Iteration 6Q: 3 clusters Score -4193859 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -4194622.000000 Penalty: 5190.010742
	Iteration 7Q: 3 clusters Score -4194622 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4195650.500000 Penalty: 5190.010742
	Iteration 8F: 3 clusters Score -4195650 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4197026.500000 Penalty: 5190.010742
	Iteration 9F: 3 clusters Score -4197026 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4198657.000000 Penalty: 5190.010742
	Iteration 10F: 3 clusters Score -4198657 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -4200224.000000 Penalty: 5190.010742
	Iteration 11F: 3 clusters Score -4200224 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -4201533.500000 Penalty: 5190.010742
	Iteration 12Q: 3 clusters Score -4201534 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -4202321.500000 Penalty: 5190.010742
	Iteration 13Q: 3 clusters Score -4202322 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -4202690.000000 Penalty: 5190.010742
	Iteration 14Q: 3 clusters Score -4202690 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -4202953.000000 Penalty: 5190.010742
	Iteration 15Q: 3 clusters Score -4202953 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -4203123.500000 Penalty: 5190.010742
	Iteration 16Q: 3 clusters Score -4203124 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -4203258.000000 Penalty: 5190.010742
	Iteration 17Q: 3 clusters Score -4203258 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4203384.000000 Penalty: 5190.010742
	Iteration 18Q: 3 clusters Score -4203384 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -4203513.000000 Penalty: 5190.010742
	Iteration 19Q: 3 clusters Score -4203513 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -4203626.000000 Penalty: 5190.010742
	Iteration 20F: 3 clusters Score -4203626 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -4203712.500000 Penalty: 5190.010742
	Iteration 21Q: 3 clusters Score -4203712 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4203791.000000 Penalty: 5190.010742
	Iteration 22Q: 3 clusters Score -4203791 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4203847.500000 Penalty: 5190.010742
	Iteration 23Q: 3 clusters Score -4203848 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -4203905.000000 Penalty: 5190.010742
	Iteration 24Q: 3 clusters Score -4203905 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -4203948.000000 Penalty: 5190.010742
	Iteration 25Q: 3 clusters Score -4203948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4204002.000000 Penalty: 5190.010742
	Iteration 26Q: 3 clusters Score -4204002 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4204030.000000 Penalty: 5190.010742
	Iteration 27Q: 3 clusters Score -4204030 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -4204078.000000 Penalty: 5190.010742
	Iteration 28Q: 3 clusters Score -4204078 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -4204115.000000 Penalty: 5190.010742
	Iteration 29Q: 3 clusters Score -4204115 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -4204140.000000 Penalty: 5190.010742
	Iteration 30Q: 3 clusters Score -4204140 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -4204176.500000 Penalty: 5190.010742
	Iteration 31Q: 3 clusters Score -4204176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -4204190.500000 Penalty: 5190.010742
	Iteration 32Q: 3 clusters Score -4204190 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -4204203.500000 Penalty: 5190.010742
	Iteration 33Q: 3 clusters Score -4204204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -4204207.500000 Penalty: 5190.010742
	Iteration 34Q: 3 clusters Score -4204208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4204225.500000 Penalty: 5190.010742
	Iteration 35Q: 3 clusters Score -4204226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -4204242.000000 Penalty: 5190.010742
	Iteration 36Q: 3 clusters Score -4204242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -4204235.500000 Penalty: 5190.010742
	Iteration 37Q: 3 clusters Score -4204236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -4204242.500000 Penalty: 5190.010742
	Iteration 38Q: 3 clusters Score -4204242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -4204256.000000 Penalty: 5190.010742
	Iteration 39Q: 3 clusters Score -4204256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -4204270.500000 Penalty: 5190.010742
	Iteration 40F: 3 clusters Score -4204270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4204280.500000 Penalty: 5190.010742
	Iteration 41Q: 3 clusters Score -4204280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -4204292.000000 Penalty: 5190.010742
	Iteration 42Q: 3 clusters Score -4204292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -4204290.500000 Penalty: 5190.010742
	Iteration 43Q: 3 clusters Score -4204290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -4204295.000000 Penalty: 5190.010742
	Iteration 44Q: 3 clusters Score -4204295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -4204297.500000 Penalty: 5190.010742
	Iteration 45Q: 3 clusters Score -4204298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4204309.000000 Penalty: 5190.010742
	Iteration 46Q: 3 clusters Score -4204309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -4204316.500000 Penalty: 5190.010742
	Iteration 47Q: 3 clusters Score -4204316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -4204313.500000 Penalty: 5190.010742
	Iteration 48Q: 3 clusters Score -4204314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -4204314.000000 Penalty: 5190.010742
	Iteration 49Q: 3 clusters Score -4204314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4204320.000000 Penalty: 5190.010742
	Iteration 50Q: 3 clusters Score -4204320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4204329.000000 Penalty: 5190.010742
	Iteration 51Q: 3 clusters Score -4204329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4204336.500000 Penalty: 5190.010742
	Iteration 52Q: 3 clusters Score -4204336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -4204337.000000 Penalty: 5190.010742
	Iteration 53Q: 3 clusters Score -4204337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -4204336.500000 Penalty: 5190.010742
	Iteration 54Q: 3 clusters Score -4204336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -4204340.000000 Penalty: 5190.010742
	Iteration 55Q: 3 clusters Score -4204340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4204341.000000 Penalty: 5190.010742
	Iteration 56Q: 3 clusters Score -4204341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4204339.000000 Penalty: 5190.010742
	Iteration 57Q: 3 clusters Score -4204339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -4204337.500000 Penalty: 5190.010742
	Iteration 58Q: 3 clusters Score -4204338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4204338.000000 Penalty: 5190.010742
	Iteration 59Q: 3 clusters Score -4204338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -4204340.500000 Penalty: 5190.010742
	Iteration 60F: 3 clusters Score -4204340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4204339.000000 Penalty: 5190.010742
	Iteration 61Q: 3 clusters Score -4204339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -4204346.500000 Penalty: 5190.010742
	Iteration 62Q: 3 clusters Score -4204346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -4204346.000000 Penalty: 5190.010742
	Iteration 63Q: 3 clusters Score -4204346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4204348.000000 Penalty: 5190.010742
	Iteration 64Q: 3 clusters Score -4204348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -4204344.500000 Penalty: 5190.010742
	Iteration 65Q: 3 clusters Score -4204344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -4204344.000000 Penalty: 5190.010742
	Iteration 66Q: 3 clusters Score -4204344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -4204343.000000 Penalty: 5190.010742
	Iteration 67Q: 3 clusters Score -4204343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4204350.500000 Penalty: 5190.010742
	Iteration 68Q: 3 clusters Score -4204350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -4204344.000000 Penalty: 5190.010742
	Iteration 69Q: 3 clusters Score -4204344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -4204349.000000 Penalty: 5190.010742
	Iteration 70Q: 3 clusters Score -4204349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -4204349.000000 Penalty: 5190.010742
	Iteration 71Q: 3 clusters Score -4204349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4204349.000000 Penalty: 5190.010742
	Iteration 72Q: 3 clusters Score -4204349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4204349.000000 Penalty: 5190.010742
	Iteration 73F: 3 clusters Score -4204349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Entering Unmasked Estep 
Score: -5106685.000000 Penalty: 2653.125000
	Iteration 0F: 2 clusters Score -5106685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5076806.500000 Penalty: 5306.250000
	Iteration 0F: 3 clusters Score -5076806 nChanged 20299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -5088074.500000 Penalty: 5306.250000
	Iteration 1F: 3 clusters Score -5088074 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -5088708.500000 Penalty: 5306.250000
	Iteration 2Q: 3 clusters Score -5088708 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -5089465.000000 Penalty: 5306.250000
	Iteration 3Q: 3 clusters Score -5089465 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -5090481.500000 Penalty: 5306.250000
	Iteration 4Q: 3 clusters Score -5090482 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -5092067.500000 Penalty: 5306.250000
	Iteration 5F: 3 clusters Score -5092068 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -5094464.000000 Penalty: 5306.250000
	Iteration 6F: 3 clusters Score -5094464 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -5097623.000000 Penalty: 5306.250000
	Iteration 7F: 3 clusters Score -5097623 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -5100550.000000 Penalty: 5306.250000
	Iteration 8F: 3 clusters Score -5100550 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5102579.500000 Penalty: 5306.250000
	Iteration 9Q: 3 clusters Score -5102580 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5103585.500000 Penalty: 5306.250000
	Iteration 10Q: 3 clusters Score -5103586 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5103990.500000 Penalty: 5306.250000
	Iteration 11Q: 3 clusters Score -5103990 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5104161.500000 Penalty: 5306.250000
	Iteration 12Q: 3 clusters Score -5104162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5104249.500000 Penalty: 5306.250000
	Iteration 13Q: 3 clusters Score -5104250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5104294.000000 Penalty: 5306.250000
	Iteration 14Q: 3 clusters Score -5104294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5104321.000000 Penalty: 5306.250000
	Iteration 15Q: 3 clusters Score -5104321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5104352.000000 Penalty: 5306.250000
	Iteration 16Q: 3 clusters Score -5104352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5104366.000000 Penalty: 5306.250000
	Iteration 17Q: 3 clusters Score -5104366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5104369.000000 Penalty: 5306.250000
	Iteration 18Q: 3 clusters Score -5104369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5104376.000000 Penalty: 5306.250000
	Iteration 19Q: 3 clusters Score -5104376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5104384.500000 Penalty: 5306.250000
	Iteration 20F: 3 clusters Score -5104384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5104384.000000 Penalty: 5306.250000
	Iteration 21Q: 3 clusters Score -5104384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5104383.000000 Penalty: 5306.250000
	Iteration 22Q: 3 clusters Score -5104383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5104382.500000 Penalty: 5306.250000
	Iteration 23Q: 3 clusters Score -5104382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5104382.500000 Penalty: 5306.250000
	Iteration 24F: 3 clusters Score -5104382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Entering Unmasked Estep 
Score: -1162619.875000 Penalty: 2282.996094
	Iteration 0F: 2 clusters Score -1162620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1155034.750000 Penalty: 4565.992188
	Iteration 0F: 3 clusters Score -1155035 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1157218.500000 Penalty: 4565.992188
	Iteration 1F: 3 clusters Score -1157218 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1157584.750000 Penalty: 4565.992188
	Iteration 2F: 3 clusters Score -1157585 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1157949.375000 Penalty: 4565.992188
	Iteration 3F: 3 clusters Score -1157949 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1158388.625000 Penalty: 4565.992188
	Iteration 4F: 3 clusters Score -1158389 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1158853.875000 Penalty: 4565.992188
	Iteration 5F: 3 clusters Score -1158854 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1159241.000000 Penalty: 4565.992188
	Iteration 6F: 3 clusters Score -1159241 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1159553.500000 Penalty: 4565.992188
	Iteration 7F: 3 clusters Score -1159554 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1159834.625000 Penalty: 4565.992188
	Iteration 8Q: 3 clusters Score -1159835 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1160078.875000 Penalty: 4565.992188
	Iteration 9Q: 3 clusters Score -1160079 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1160300.250000 Penalty: 4565.992188
	Iteration 10Q: 3 clusters Score -1160300 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1160495.625000 Penalty: 4565.992188
	Iteration 11Q: 3 clusters Score -1160496 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1160685.000000 Penalty: 4565.992188
	Iteration 12Q: 3 clusters Score -1160685 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1160807.625000 Penalty: 4565.992188
	Iteration 13Q: 3 clusters Score -1160808 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1160908.000000 Penalty: 4565.992188
	Iteration 14Q: 3 clusters Score -1160908 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1160985.500000 Penalty: 4565.992188
	Iteration 15Q: 3 clusters Score -1160986 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1161053.625000 Penalty: 4565.992188
	Iteration 16Q: 3 clusters Score -1161054 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1161120.125000 Penalty: 4565.992188
	Iteration 17Q: 3 clusters Score -1161120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1161171.625000 Penalty: 4565.992188
	Iteration 18Q: 3 clusters Score -1161172 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1161223.125000 Penalty: 4565.992188
	Iteration 19Q: 3 clusters Score -1161223 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1161261.375000 Penalty: 4565.992188
	Iteration 20F: 3 clusters Score -1161261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1161296.250000 Penalty: 4565.992188
	Iteration 21Q: 3 clusters Score -1161296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1161325.500000 Penalty: 4565.992188
	Iteration 22Q: 3 clusters Score -1161326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1161348.375000 Penalty: 4565.992188
	Iteration 23Q: 3 clusters Score -1161348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1161366.625000 Penalty: 4565.992188
	Iteration 24Q: 3 clusters Score -1161367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1161382.625000 Penalty: 4565.992188
	Iteration 25Q: 3 clusters Score -1161383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1161397.625000 Penalty: 4565.992188
	Iteration 26Q: 3 clusters Score -1161398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1161410.750000 Penalty: 4565.992188
	Iteration 27Q: 3 clusters Score -1161411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1161422.750000 Penalty: 4565.992188
	Iteration 28Q: 3 clusters Score -1161423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1161426.375000 Penalty: 4565.992188
	Iteration 29Q: 3 clusters Score -1161426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1161433.125000 Penalty: 4565.992188
	Iteration 30Q: 3 clusters Score -1161433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1161442.000000 Penalty: 4565.992188
	Iteration 31Q: 3 clusters Score -1161442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1161447.875000 Penalty: 4565.992188
	Iteration 32Q: 3 clusters Score -1161448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1161447.250000 Penalty: 4565.992188
	Iteration 33Q: 3 clusters Score -1161447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1161450.125000 Penalty: 4565.992188
	Iteration 34Q: 3 clusters Score -1161450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1161449.875000 Penalty: 4565.992188
	Iteration 35Q: 3 clusters Score -1161450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1161454.125000 Penalty: 4565.992188
	Iteration 36Q: 3 clusters Score -1161454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1161456.750000 Penalty: 4565.992188
	Iteration 37Q: 3 clusters Score -1161457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1161456.250000 Penalty: 4565.992188
	Iteration 38Q: 3 clusters Score -1161456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1161456.250000 Penalty: 4565.992188
	Iteration 39F: 3 clusters Score -1161456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -70588.320312 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -70588.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68960.875000 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -68960.88 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69397.828125 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -69397.83 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69670.843750 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -69670.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69755.851562 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -69755.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69811.398438 Penalty: 3291.429688
	Iteration 4Q: 3 clusters Score -69811.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69870.984375 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -69870.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69899.421875 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -69899.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69914.437500 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -69914.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69925.539062 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -69925.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69928.570312 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -69928.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69934.085938 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -69934.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69944.875000 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -69944.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69958.117188 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -69958.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69971.093750 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -69971.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69974.054688 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -69974.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69979.468750 Penalty: 3291.429688
	Iteration 15Q: 3 clusters Score -69979.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69980.546875 Penalty: 3291.429688
	Iteration 16Q: 3 clusters Score -69980.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69980.546875 Penalty: 3291.429688
	Iteration 17F: 3 clusters Score -69980.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Entering Unmasked Estep 
Score: -7744275.500000 Penalty: 2749.608398
	Iteration 0F: 2 clusters Score -7744276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -7700229.000000 Penalty: 5499.216797
	Iteration 0F: 3 clusters Score -7700229 nChanged 30676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -7718056.000000 Penalty: 5499.216797
	Iteration 1F: 3 clusters Score -7718056 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -7719566.000000 Penalty: 5499.216797
	Iteration 2Q: 3 clusters Score -7719566 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -7721493.000000 Penalty: 5499.216797
	Iteration 3F: 3 clusters Score -7721493 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -7723908.000000 Penalty: 5499.216797
	Iteration 4F: 3 clusters Score -7723908 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -7726457.000000 Penalty: 5499.216797
	Iteration 5F: 3 clusters Score -7726457 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -7729039.500000 Penalty: 5499.216797
	Iteration 6F: 3 clusters Score -7729040 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -7731484.500000 Penalty: 5499.216797
	Iteration 7F: 3 clusters Score -7731484 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -7733750.000000 Penalty: 5499.216797
	Iteration 8F: 3 clusters Score -7733750 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -7735804.500000 Penalty: 5499.216797
	Iteration 9Q: 3 clusters Score -7735804 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -7737527.500000 Penalty: 5499.216797
	Iteration 10Q: 3 clusters Score -7737528 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -7738980.500000 Penalty: 5499.216797
	Iteration 11Q: 3 clusters Score -7738980 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -7740119.000000 Penalty: 5499.216797
	Iteration 12Q: 3 clusters Score -7740119 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -7741036.000000 Penalty: 5499.216797
	Iteration 13Q: 3 clusters Score -7741036 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -7741824.000000 Penalty: 5499.216797
	Iteration 14Q: 3 clusters Score -7741824 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -7742313.500000 Penalty: 5499.216797
	Iteration 15Q: 3 clusters Score -7742314 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -7742613.500000 Penalty: 5499.216797
	Iteration 16Q: 3 clusters Score -7742614 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -7742791.500000 Penalty: 5499.216797
	Iteration 17Q: 3 clusters Score -7742792 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -7742948.500000 Penalty: 5499.216797
	Iteration 18Q: 3 clusters Score -7742948 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -7743130.500000 Penalty: 5499.216797
	Iteration 19Q: 3 clusters Score -7743130 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -7743258.000000 Penalty: 5499.216797
	Iteration 20F: 3 clusters Score -7743258 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -7743322.500000 Penalty: 5499.216797
	Iteration 21Q: 3 clusters Score -7743322 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -7743406.500000 Penalty: 5499.216797
	Iteration 22Q: 3 clusters Score -7743406 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -7743434.500000 Penalty: 5499.216797
	Iteration 23Q: 3 clusters Score -7743434 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -7743479.500000 Penalty: 5499.216797
	Iteration 24Q: 3 clusters Score -7743480 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -7743535.000000 Penalty: 5499.216797
	Iteration 25Q: 3 clusters Score -7743535 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -7743544.500000 Penalty: 5499.216797
	Iteration 26Q: 3 clusters Score -7743544 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -7743549.000000 Penalty: 5499.216797
	Iteration 27Q: 3 clusters Score -7743549 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -7743572.000000 Penalty: 5499.216797
	Iteration 28Q: 3 clusters Score -7743572 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -7743563.500000 Penalty: 5499.216797
	Iteration 29Q: 3 clusters Score -7743564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -7743585.000000 Penalty: 5499.216797
	Iteration 30Q: 3 clusters Score -7743585 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -7743598.500000 Penalty: 5499.216797
	Iteration 31Q: 3 clusters Score -7743598 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -7743596.000000 Penalty: 5499.216797
	Iteration 32Q: 3 clusters Score -7743596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -7743622.500000 Penalty: 5499.216797
	Iteration 33Q: 3 clusters Score -7743622 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -7743629.500000 Penalty: 5499.216797
	Iteration 34Q: 3 clusters Score -7743630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -7743627.500000 Penalty: 5499.216797
	Iteration 35Q: 3 clusters Score -7743628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -7743637.500000 Penalty: 5499.216797
	Iteration 36Q: 3 clusters Score -7743638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -7743633.000000 Penalty: 5499.216797
	Iteration 37Q: 3 clusters Score -7743633 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -7743649.000000 Penalty: 5499.216797
	Iteration 38Q: 3 clusters Score -7743649 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -7743646.500000 Penalty: 5499.216797
	Iteration 39Q: 3 clusters Score -7743646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -7743650.500000 Penalty: 5499.216797
	Iteration 40F: 3 clusters Score -7743650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -7743655.000000 Penalty: 5499.216797
	Iteration 41Q: 3 clusters Score -7743655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -7743656.000000 Penalty: 5499.216797
	Iteration 42Q: 3 clusters Score -7743656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -7743665.000000 Penalty: 5499.216797
	Iteration 43Q: 3 clusters Score -7743665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -7743649.500000 Penalty: 5499.216797
	Iteration 44Q: 3 clusters Score -7743650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -7743664.000000 Penalty: 5499.216797
	Iteration 45Q: 3 clusters Score -7743664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -7743669.000000 Penalty: 5499.216797
	Iteration 46Q: 3 clusters Score -7743669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -7743658.000000 Penalty: 5499.216797
	Iteration 47Q: 3 clusters Score -7743658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -7743665.500000 Penalty: 5499.216797
	Iteration 48Q: 3 clusters Score -7743666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -7743671.000000 Penalty: 5499.216797
	Iteration 49Q: 3 clusters Score -7743671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -7743663.000000 Penalty: 5499.216797
	Iteration 50Q: 3 clusters Score -7743663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -7743678.500000 Penalty: 5499.216797
	Iteration 51Q: 3 clusters Score -7743678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -7743676.000000 Penalty: 5499.216797
	Iteration 52Q: 3 clusters Score -7743676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -7743685.000000 Penalty: 5499.216797
	Iteration 53Q: 3 clusters Score -7743685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -7743683.000000 Penalty: 5499.216797
	Iteration 54Q: 3 clusters Score -7743683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -7743682.500000 Penalty: 5499.216797
	Iteration 55Q: 3 clusters Score -7743682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -7743680.000000 Penalty: 5499.216797
	Iteration 56Q: 3 clusters Score -7743680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -7743682.000000 Penalty: 5499.216797
	Iteration 57Q: 3 clusters Score -7743682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -7743675.500000 Penalty: 5499.216797
	Iteration 58Q: 3 clusters Score -7743676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -7743675.500000 Penalty: 5499.216797
	Iteration 59F: 3 clusters Score -7743676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (163192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163192 members 
Entering Unmasked Estep 
Score: -19438560.000000 Penalty: 2976.665283
	Iteration 0F: 2 clusters Score -1.943856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -19330304.000000 Penalty: 5953.330566
	Iteration 0F: 3 clusters Score -1.93303e+07 nChanged 78179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81337 members 
Mstep: Class 2 contains 81855 members 
Entering Unmasked Estep 
Score: -19375716.000000 Penalty: 5953.330566
	Iteration 1F: 3 clusters Score -1.937572e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -19376532.000000 Penalty: 5953.330566
	Iteration 2Q: 3 clusters Score -1.937653e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -19377446.000000 Penalty: 5953.330566
	Iteration 3Q: 3 clusters Score -1.937745e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80091 members 
Mstep: Class 2 contains 83101 members 
Entering Unmasked Estep 
Score: -19378566.000000 Penalty: 5953.330566
	Iteration 4Q: 3 clusters Score -1.937857e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
Score: -19380246.000000 Penalty: 5953.330566
	Iteration 5Q: 3 clusters Score -1.938025e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
Score: -19382394.000000 Penalty: 5953.330566
	Iteration 6Q: 3 clusters Score -1.938239e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 87057 members 
Entering Unmasked Estep 
Score: -19385596.000000 Penalty: 5953.330566
	Iteration 7Q: 3 clusters Score -1.93856e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -19389784.000000 Penalty: 5953.330566
	Iteration 8Q: 3 clusters Score -1.938978e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -19395046.000000 Penalty: 5953.330566
	Iteration 9F: 3 clusters Score -1.939505e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 92264 members 
Entering Unmasked Estep 
Score: -19400898.000000 Penalty: 5953.330566
	Iteration 10F: 3 clusters Score -1.94009e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 93162 members 
Entering Unmasked Estep 
Score: -19407024.000000 Penalty: 5953.330566
	Iteration 11F: 3 clusters Score -1.940702e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 93654 members 
Entering Unmasked Estep 
Score: -19411426.000000 Penalty: 5953.330566
	Iteration 12Q: 3 clusters Score -1.941143e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 94204 members 
Entering Unmasked Estep 
Score: -19413648.000000 Penalty: 5953.330566
	Iteration 13Q: 3 clusters Score -1.941365e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Mstep: Class 2 contains 94785 members 
Entering Unmasked Estep 
Score: -19414674.000000 Penalty: 5953.330566
	Iteration 14Q: 3 clusters Score -1.941467e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -19415390.000000 Penalty: 5953.330566
	Iteration 15Q: 3 clusters Score -1.941539e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67343 members 
Mstep: Class 2 contains 95849 members 
Entering Unmasked Estep 
Score: -19415828.000000 Penalty: 5953.330566
	Iteration 16Q: 3 clusters Score -1.941583e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 96345 members 
Entering Unmasked Estep 
Score: -19416176.000000 Penalty: 5953.330566
	Iteration 17Q: 3 clusters Score -1.941618e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 96882 members 
Entering Unmasked Estep 
Score: -19416504.000000 Penalty: 5953.330566
	Iteration 18Q: 3 clusters Score -1.94165e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 97428 members 
Entering Unmasked Estep 
Score: -19416866.000000 Penalty: 5953.330566
	Iteration 19Q: 3 clusters Score -1.941687e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65190 members 
Mstep: Class 2 contains 98002 members 
Entering Unmasked Estep 
Score: -19417286.000000 Penalty: 5953.330566
	Iteration 20F: 3 clusters Score -1.941729e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -19417600.000000 Penalty: 5953.330566
	Iteration 21Q: 3 clusters Score -1.94176e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 99143 members 
Entering Unmasked Estep 
Score: -19417906.000000 Penalty: 5953.330566
	Iteration 22Q: 3 clusters Score -1.941791e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63430 members 
Mstep: Class 2 contains 99762 members 
Entering Unmasked Estep 
Score: -19418084.000000 Penalty: 5953.330566
	Iteration 23Q: 3 clusters Score -1.941808e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -19418278.000000 Penalty: 5953.330566
	Iteration 24Q: 3 clusters Score -1.941828e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -19418530.000000 Penalty: 5953.330566
	Iteration 25Q: 3 clusters Score -1.941853e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 101493 members 
Entering Unmasked Estep 
Score: -19418678.000000 Penalty: 5953.330566
	Iteration 26Q: 3 clusters Score -1.941868e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 102077 members 
Entering Unmasked Estep 
Score: -19418782.000000 Penalty: 5953.330566
	Iteration 27Q: 3 clusters Score -1.941878e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 102683 members 
Entering Unmasked Estep 
Score: -19418872.000000 Penalty: 5953.330566
	Iteration 28Q: 3 clusters Score -1.941887e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 103322 members 
Entering Unmasked Estep 
Score: -19418958.000000 Penalty: 5953.330566
	Iteration 29Q: 3 clusters Score -1.941896e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -19419092.000000 Penalty: 5953.330566
	Iteration 30Q: 3 clusters Score -1.941909e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 104698 members 
Entering Unmasked Estep 
Score: -19419200.000000 Penalty: 5953.330566
	Iteration 31Q: 3 clusters Score -1.94192e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 105451 members 
Entering Unmasked Estep 
Score: -19419324.000000 Penalty: 5953.330566
	Iteration 32Q: 3 clusters Score -1.941932e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 106254 members 
Entering Unmasked Estep 
Score: -19419468.000000 Penalty: 5953.330566
	Iteration 33Q: 3 clusters Score -1.941947e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -19419612.000000 Penalty: 5953.330566
	Iteration 34Q: 3 clusters Score -1.941961e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 107909 members 
Entering Unmasked Estep 
Score: -19419832.000000 Penalty: 5953.330566
	Iteration 35Q: 3 clusters Score -1.941983e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 108776 members 
Entering Unmasked Estep 
Score: -19419986.000000 Penalty: 5953.330566
	Iteration 36Q: 3 clusters Score -1.941999e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 109676 members 
Entering Unmasked Estep 
Score: -19420006.000000 Penalty: 5953.330566
	Iteration 37Q: 3 clusters Score -1.942001e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -19420244.000000 Penalty: 5953.330566
	Iteration 38Q: 3 clusters Score -1.942024e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 111513 members 
Entering Unmasked Estep 
Score: -19420338.000000 Penalty: 5953.330566
	Iteration 39Q: 3 clusters Score -1.942034e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 112551 members 
Entering Unmasked Estep 
Score: -19420534.000000 Penalty: 5953.330566
	Iteration 40F: 3 clusters Score -1.942053e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 113701 members 
Entering Unmasked Estep 
Score: -19420712.000000 Penalty: 5953.330566
	Iteration 41Q: 3 clusters Score -1.942071e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 114915 members 
Entering Unmasked Estep 
Score: -19420902.000000 Penalty: 5953.330566
	Iteration 42Q: 3 clusters Score -1.94209e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 116233 members 
Entering Unmasked Estep 
Score: -19421106.000000 Penalty: 5953.330566
	Iteration 43Q: 3 clusters Score -1.942111e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 117648 members 
Entering Unmasked Estep 
Score: -19421314.000000 Penalty: 5953.330566
	Iteration 44Q: 3 clusters Score -1.942131e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 119116 members 
Entering Unmasked Estep 
Score: -19421562.000000 Penalty: 5953.330566
	Iteration 45Q: 3 clusters Score -1.942156e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 120717 members 
Entering Unmasked Estep 
Score: -19421902.000000 Penalty: 5953.330566
	Iteration 46Q: 3 clusters Score -1.94219e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 122444 members 
Entering Unmasked Estep 
Score: -19422278.000000 Penalty: 5953.330566
	Iteration 47Q: 3 clusters Score -1.942228e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 124203 members 
Entering Unmasked Estep 
Score: -19422648.000000 Penalty: 5953.330566
	Iteration 48Q: 3 clusters Score -1.942265e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 126019 members 
Entering Unmasked Estep 
Score: -19423002.000000 Penalty: 5953.330566
	Iteration 49Q: 3 clusters Score -1.9423e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 127893 members 
Entering Unmasked Estep 
Score: -19423428.000000 Penalty: 5953.330566
	Iteration 50Q: 3 clusters Score -1.942343e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 129896 members 
Entering Unmasked Estep 
Score: -19423854.000000 Penalty: 5953.330566
	Iteration 51Q: 3 clusters Score -1.942385e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 131980 members 
Entering Unmasked Estep 
Score: -19424480.000000 Penalty: 5953.330566
	Iteration 52Q: 3 clusters Score -1.942448e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 134067 members 
Entering Unmasked Estep 
Score: -19425106.000000 Penalty: 5953.330566
	Iteration 53Q: 3 clusters Score -1.942511e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 136261 members 
Entering Unmasked Estep 
Score: -19425688.000000 Penalty: 5953.330566
	Iteration 54Q: 3 clusters Score -1.942569e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 138564 members 
Entering Unmasked Estep 
Score: -19426462.000000 Penalty: 5953.330566
	Iteration 55Q: 3 clusters Score -1.942646e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 141013 members 
Entering Unmasked Estep 
Score: -19427308.000000 Penalty: 5953.330566
	Iteration 56Q: 3 clusters Score -1.942731e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 143543 members 
Entering Unmasked Estep 
Score: -19428186.000000 Penalty: 5953.330566
	Iteration 57Q: 3 clusters Score -1.942819e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 146112 members 
Entering Unmasked Estep 
Score: -19429234.000000 Penalty: 5953.330566
	Iteration 58Q: 3 clusters Score -1.942923e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 148625 members 
Entering Unmasked Estep 
Score: -19430372.000000 Penalty: 5953.330566
	Iteration 59Q: 3 clusters Score -1.943037e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 150928 members 
Entering Unmasked Estep 
Score: -19431232.000000 Penalty: 5953.330566
	Iteration 60F: 3 clusters Score -1.943123e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 153073 members 
Entering Unmasked Estep 
Score: -19432198.000000 Penalty: 5953.330566
	Iteration 61Q: 3 clusters Score -1.94322e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 155019 members 
Entering Unmasked Estep 
Score: -19433010.000000 Penalty: 5953.330566
	Iteration 62Q: 3 clusters Score -1.943301e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 156748 members 
Entering Unmasked Estep 
Score: -19433664.000000 Penalty: 5953.330566
	Iteration 63Q: 3 clusters Score -1.943366e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 158172 members 
Entering Unmasked Estep 
Score: -19434326.000000 Penalty: 5953.330566
	Iteration 64Q: 3 clusters Score -1.943433e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 159307 members 
Entering Unmasked Estep 
Score: -19434826.000000 Penalty: 5953.330566
	Iteration 65Q: 3 clusters Score -1.943483e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 160150 members 
Entering Unmasked Estep 
Score: -19435242.000000 Penalty: 5953.330566
	Iteration 66Q: 3 clusters Score -1.943524e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 160773 members 
Entering Unmasked Estep 
Score: -19435526.000000 Penalty: 5953.330566
	Iteration 67Q: 3 clusters Score -1.943553e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 161196 members 
Entering Unmasked Estep 
Score: -19435696.000000 Penalty: 5953.330566
	Iteration 68Q: 3 clusters Score -1.94357e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 161493 members 
Entering Unmasked Estep 
Score: -19435820.000000 Penalty: 5953.330566
	Iteration 69Q: 3 clusters Score -1.943582e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 161728 members 
Entering Unmasked Estep 
Score: -19435946.000000 Penalty: 5953.330566
	Iteration 70Q: 3 clusters Score -1.943595e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 161893 members 
Entering Unmasked Estep 
Score: -19436008.000000 Penalty: 5953.330566
	Iteration 71Q: 3 clusters Score -1.943601e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 162035 members 
Entering Unmasked Estep 
Score: -19436118.000000 Penalty: 5953.330566
	Iteration 72Q: 3 clusters Score -1.943612e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 162118 members 
Entering Unmasked Estep 
Score: -19436098.000000 Penalty: 5953.330566
	Iteration 73Q: 3 clusters Score -1.94361e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 162189 members 
Entering Unmasked Estep 
Score: -19436114.000000 Penalty: 5953.330566
	Iteration 74Q: 3 clusters Score -1.943611e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 162246 members 
Entering Unmasked Estep 
Score: -19436154.000000 Penalty: 5953.330566
	Iteration 75Q: 3 clusters Score -1.943615e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 162293 members 
Entering Unmasked Estep 
Score: -19436180.000000 Penalty: 5953.330566
	Iteration 76Q: 3 clusters Score -1.943618e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 162324 members 
Entering Unmasked Estep 
Score: -19436214.000000 Penalty: 5953.330566
	Iteration 77Q: 3 clusters Score -1.943621e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 162351 members 
Entering Unmasked Estep 
Score: -19436212.000000 Penalty: 5953.330566
	Iteration 78Q: 3 clusters Score -1.943621e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 162366 members 
Entering Unmasked Estep 
Score: -19436220.000000 Penalty: 5953.330566
	Iteration 79Q: 3 clusters Score -1.943622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 162382 members 
Entering Unmasked Estep 
Score: -19436218.000000 Penalty: 5953.330566
	Iteration 80F: 3 clusters Score -1.943622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 162390 members 
Entering Unmasked Estep 
Score: -19436238.000000 Penalty: 5953.330566
	Iteration 81Q: 3 clusters Score -1.943624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 162397 members 
Entering Unmasked Estep 
Score: -19436228.000000 Penalty: 5953.330566
	Iteration 82Q: 3 clusters Score -1.943623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 162402 members 
Entering Unmasked Estep 
Score: -19436226.000000 Penalty: 5953.330566
	Iteration 83Q: 3 clusters Score -1.943623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 162405 members 
Entering Unmasked Estep 
Score: -19436230.000000 Penalty: 5953.330566
	Iteration 84Q: 3 clusters Score -1.943623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 162407 members 
Entering Unmasked Estep 
Score: -19436232.000000 Penalty: 5953.330566
	Iteration 85Q: 3 clusters Score -1.943623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 162408 members 
Entering Unmasked Estep 
Score: -19436240.000000 Penalty: 5953.330566
	Iteration 86Q: 3 clusters Score -1.943624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 162411 members 
Entering Unmasked Estep 
Score: -19436230.000000 Penalty: 5953.330566
	Iteration 87Q: 3 clusters Score -1.943623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 162413 members 
Entering Unmasked Estep 
Score: -19436228.000000 Penalty: 5953.330566
	Iteration 88Q: 3 clusters Score -1.943623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 162417 members 
Entering Unmasked Estep 
Score: -19436236.000000 Penalty: 5953.330566
	Iteration 89Q: 3 clusters Score -1.943624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 162421 members 
Entering Unmasked Estep 
Score: -19436242.000000 Penalty: 5953.330566
	Iteration 90Q: 3 clusters Score -1.943624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 162424 members 
Entering Unmasked Estep 
Score: -19436234.000000 Penalty: 5953.330566
	Iteration 91Q: 3 clusters Score -1.943623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 162428 members 
Entering Unmasked Estep 
Score: -19436234.000000 Penalty: 5953.330566
	Iteration 92Q: 3 clusters Score -1.943623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 162431 members 
Entering Unmasked Estep 
Score: -19436230.000000 Penalty: 5953.330566
	Iteration 93Q: 3 clusters Score -1.943623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 162434 members 
Entering Unmasked Estep 
Score: -19436236.000000 Penalty: 5953.330566
	Iteration 94Q: 3 clusters Score -1.943624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 162437 members 
Entering Unmasked Estep 
Score: -19436236.000000 Penalty: 5953.330566
	Iteration 95Q: 3 clusters Score -1.943624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 162438 members 
Entering Unmasked Estep 
Score: -19436234.000000 Penalty: 5953.330566
	Iteration 96Q: 3 clusters Score -1.943623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 162440 members 
Entering Unmasked Estep 
Score: -19436254.000000 Penalty: 5953.330566
	Iteration 97Q: 3 clusters Score -1.943625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 162442 members 
Entering Unmasked Estep 
Score: -19436236.000000 Penalty: 5953.330566
	Iteration 98Q: 3 clusters Score -1.943624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 162443 members 
Entering Unmasked Estep 
Score: -19436246.000000 Penalty: 5953.330566
	Iteration 99Q: 3 clusters Score -1.943625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 162444 members 
Entering Unmasked Estep 
Score: -19436244.000000 Penalty: 5953.330566
	Iteration 100F: 3 clusters Score -1.943624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 162446 members 
Entering Unmasked Estep 
Score: -19436246.000000 Penalty: 5953.330566
	Iteration 101Q: 3 clusters Score -1.943625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 162449 members 
Entering Unmasked Estep 
Score: -19436238.000000 Penalty: 5953.330566
	Iteration 102Q: 3 clusters Score -1.943624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 162450 members 
Entering Unmasked Estep 
Score: -19436250.000000 Penalty: 5953.330566
	Iteration 103Q: 3 clusters Score -1.943625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 162452 members 
Entering Unmasked Estep 
Score: -19436254.000000 Penalty: 5953.330566
	Iteration 104Q: 3 clusters Score -1.943625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 162454 members 
Entering Unmasked Estep 
Score: -19436248.000000 Penalty: 5953.330566
	Iteration 105Q: 3 clusters Score -1.943625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 162455 members 
Entering Unmasked Estep 
Score: -19436252.000000 Penalty: 5953.330566
	Iteration 106Q: 3 clusters Score -1.943625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 162455 members 
Entering Unmasked Estep 
Score: -19436262.000000 Penalty: 5953.330566
	Iteration 107Q: 3 clusters Score -1.943626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 162457 members 
Entering Unmasked Estep 
Score: -19436266.000000 Penalty: 5953.330566
	Iteration 108Q: 3 clusters Score -1.943627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 162457 members 
Entering Unmasked Estep 
Score: -19436266.000000 Penalty: 5953.330566
	Iteration 109F: 3 clusters Score -1.943627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94550 members 
Entering Unmasked Estep 
Score: -11294007.000000 Penalty: 2841.307373
	Iteration 0F: 2 clusters Score -1.129401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -11230584.000000 Penalty: 5682.614746
	Iteration 0F: 3 clusters Score -1.123058e+07 nChanged 44759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -11255908.000000 Penalty: 5682.614746
	Iteration 1F: 3 clusters Score -1.125591e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -11256753.000000 Penalty: 5682.614746
	Iteration 2Q: 3 clusters Score -1.125675e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -11258163.000000 Penalty: 5682.614746
	Iteration 3Q: 3 clusters Score -1.125816e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -11260570.000000 Penalty: 5682.614746
	Iteration 4F: 3 clusters Score -1.126057e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -11264971.000000 Penalty: 5682.614746
	Iteration 5F: 3 clusters Score -1.126497e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -11272022.000000 Penalty: 5682.614746
	Iteration 6F: 3 clusters Score -1.127202e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -11280172.000000 Penalty: 5682.614746
	Iteration 7F: 3 clusters Score -1.128017e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -11286271.000000 Penalty: 5682.614746
	Iteration 8F: 3 clusters Score -1.128627e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 91927 members 
Entering Unmasked Estep 
Score: -11289386.000000 Penalty: 5682.614746
	Iteration 9Q: 3 clusters Score -1.128939e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 93315 members 
Entering Unmasked Estep 
Score: -11290588.000000 Penalty: 5682.614746
	Iteration 10Q: 3 clusters Score -1.129059e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 93823 members 
Entering Unmasked Estep 
Score: -11291085.000000 Penalty: 5682.614746
	Iteration 11Q: 3 clusters Score -1.129108e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -11291276.000000 Penalty: 5682.614746
	Iteration 12Q: 3 clusters Score -1.129128e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -11291371.000000 Penalty: 5682.614746
	Iteration 13Q: 3 clusters Score -1.129137e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 94117 members 
Entering Unmasked Estep 
Score: -11291425.000000 Penalty: 5682.614746
	Iteration 14Q: 3 clusters Score -1.129142e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 94147 members 
Entering Unmasked Estep 
Score: -11291459.000000 Penalty: 5682.614746
	Iteration 15Q: 3 clusters Score -1.129146e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 94162 members 
Entering Unmasked Estep 
Score: -11291491.000000 Penalty: 5682.614746
	Iteration 16Q: 3 clusters Score -1.129149e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 94169 members 
Entering Unmasked Estep 
Score: -11291519.000000 Penalty: 5682.614746
	Iteration 17Q: 3 clusters Score -1.129152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -11291532.000000 Penalty: 5682.614746
	Iteration 18Q: 3 clusters Score -1.129153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 94184 members 
Entering Unmasked Estep 
Score: -11291551.000000 Penalty: 5682.614746
	Iteration 19Q: 3 clusters Score -1.129155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 94184 members 
Entering Unmasked Estep 
Score: -11291556.000000 Penalty: 5682.614746
	Iteration 20F: 3 clusters Score -1.129156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 94187 members 
Entering Unmasked Estep 
Score: -11291578.000000 Penalty: 5682.614746
	Iteration 21Q: 3 clusters Score -1.129158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 94191 members 
Entering Unmasked Estep 
Score: -11291591.000000 Penalty: 5682.614746
	Iteration 22Q: 3 clusters Score -1.129159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -11291591.000000 Penalty: 5682.614746
	Iteration 23Q: 3 clusters Score -1.129159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -11291588.000000 Penalty: 5682.614746
	Iteration 24Q: 3 clusters Score -1.129159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 94191 members 
Entering Unmasked Estep 
Score: -11291592.000000 Penalty: 5682.614746
	Iteration 25Q: 3 clusters Score -1.129159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 94190 members 
Entering Unmasked Estep 
Score: -11291592.000000 Penalty: 5682.614746
	Iteration 26Q: 3 clusters Score -1.129159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -11291591.000000 Penalty: 5682.614746
	Iteration 27Q: 3 clusters Score -1.129159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -11291594.000000 Penalty: 5682.614746
	Iteration 28Q: 3 clusters Score -1.129159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -11291594.000000 Penalty: 5682.614746
	Iteration 29F: 3 clusters Score -1.129159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Entering Unmasked Estep 
Score: -521371.218750 Penalty: 2097.498779
	Iteration 0F: 2 clusters Score -521371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -517023.406250 Penalty: 4194.997559
	Iteration 0F: 3 clusters Score -517023.4 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -518240.625000 Penalty: 4194.997559
	Iteration 1F: 3 clusters Score -518240.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -518649.281250 Penalty: 4194.997559
	Iteration 2F: 3 clusters Score -518649.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -518962.687500 Penalty: 4194.997559
	Iteration 3F: 3 clusters Score -518962.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -519238.906250 Penalty: 4194.997559
	Iteration 4F: 3 clusters Score -519238.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -519456.968750 Penalty: 4194.997559
	Iteration 5F: 3 clusters Score -519457 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -519650.812500 Penalty: 4194.997559
	Iteration 6Q: 3 clusters Score -519650.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -519833.562500 Penalty: 4194.997559
	Iteration 7Q: 3 clusters Score -519833.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -519956.250000 Penalty: 4194.997559
	Iteration 8Q: 3 clusters Score -519956.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -520026.750000 Penalty: 4194.997559
	Iteration 9Q: 3 clusters Score -520026.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -520093.343750 Penalty: 4194.997559
	Iteration 10Q: 3 clusters Score -520093.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -520131.343750 Penalty: 4194.997559
	Iteration 11Q: 3 clusters Score -520131.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -520161.968750 Penalty: 4194.997559
	Iteration 12Q: 3 clusters Score -520162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -520179.281250 Penalty: 4194.997559
	Iteration 13Q: 3 clusters Score -520179.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -520190.062500 Penalty: 4194.997559
	Iteration 14Q: 3 clusters Score -520190.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -520194.500000 Penalty: 4194.997559
	Iteration 15Q: 3 clusters Score -520194.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -520197.531250 Penalty: 4194.997559
	Iteration 16Q: 3 clusters Score -520197.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -520203.781250 Penalty: 4194.997559
	Iteration 17Q: 3 clusters Score -520203.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -520208.218750 Penalty: 4194.997559
	Iteration 18Q: 3 clusters Score -520208.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -520210.875000 Penalty: 4194.997559
	Iteration 19Q: 3 clusters Score -520210.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -520213.625000 Penalty: 4194.997559
	Iteration 20F: 3 clusters Score -520213.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -520216.187500 Penalty: 4194.997559
	Iteration 21Q: 3 clusters Score -520216.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -520219.062500 Penalty: 4194.997559
	Iteration 22Q: 3 clusters Score -520219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -520221.812500 Penalty: 4194.997559
	Iteration 23Q: 3 clusters Score -520221.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -520225.531250 Penalty: 4194.997559
	Iteration 24Q: 3 clusters Score -520225.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -520228.531250 Penalty: 4194.997559
	Iteration 25Q: 3 clusters Score -520228.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -520229.281250 Penalty: 4194.997559
	Iteration 26Q: 3 clusters Score -520229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -520229.656250 Penalty: 4194.997559
	Iteration 27Q: 3 clusters Score -520229.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -520231.218750 Penalty: 4194.997559
	Iteration 28Q: 3 clusters Score -520231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -520231.718750 Penalty: 4194.997559
	Iteration 29Q: 3 clusters Score -520231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -520232.406250 Penalty: 4194.997559
	Iteration 30Q: 3 clusters Score -520232.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -520233.875000 Penalty: 4194.997559
	Iteration 31Q: 3 clusters Score -520233.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -520233.875000 Penalty: 4194.997559
	Iteration 32Q: 3 clusters Score -520233.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -520233.875000 Penalty: 4194.997559
	Iteration 33F: 3 clusters Score -520233.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Entering Unmasked Estep 
Score: -454849.687500 Penalty: 2053.553467
	Iteration 0F: 2 clusters Score -454849.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -450998.281250 Penalty: 4107.106934
	Iteration 0F: 3 clusters Score -450998.3 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -451899.968750 Penalty: 4107.106934
	Iteration 1F: 3 clusters Score -451900 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -452067.781250 Penalty: 4107.106934
	Iteration 2F: 3 clusters Score -452067.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -452179.937500 Penalty: 4107.106934
	Iteration 3Q: 3 clusters Score -452179.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -452264.687500 Penalty: 4107.106934
	Iteration 4Q: 3 clusters Score -452264.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -452324.250000 Penalty: 4107.106934
	Iteration 5Q: 3 clusters Score -452324.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -452365.593750 Penalty: 4107.106934
	Iteration 6Q: 3 clusters Score -452365.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -452394.562500 Penalty: 4107.106934
	Iteration 7Q: 3 clusters Score -452394.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -452428.687500 Penalty: 4107.106934
	Iteration 8Q: 3 clusters Score -452428.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -452455.218750 Penalty: 4107.106934
	Iteration 9Q: 3 clusters Score -452455.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -452478.593750 Penalty: 4107.106934
	Iteration 10Q: 3 clusters Score -452478.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -452500.906250 Penalty: 4107.106934
	Iteration 11Q: 3 clusters Score -452500.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -452527.000000 Penalty: 4107.106934
	Iteration 12Q: 3 clusters Score -452527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -452548.593750 Penalty: 4107.106934
	Iteration 13Q: 3 clusters Score -452548.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -452570.937500 Penalty: 4107.106934
	Iteration 14Q: 3 clusters Score -452570.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -452597.500000 Penalty: 4107.106934
	Iteration 15Q: 3 clusters Score -452597.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -452625.718750 Penalty: 4107.106934
	Iteration 16Q: 3 clusters Score -452625.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -452650.375000 Penalty: 4107.106934
	Iteration 17Q: 3 clusters Score -452650.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -452675.656250 Penalty: 4107.106934
	Iteration 18Q: 3 clusters Score -452675.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -452701.406250 Penalty: 4107.106934
	Iteration 19Q: 3 clusters Score -452701.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -452726.031250 Penalty: 4107.106934
	Iteration 20F: 3 clusters Score -452726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -452751.531250 Penalty: 4107.106934
	Iteration 21Q: 3 clusters Score -452751.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -452778.281250 Penalty: 4107.106934
	Iteration 22Q: 3 clusters Score -452778.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -452819.031250 Penalty: 4107.106934
	Iteration 23Q: 3 clusters Score -452819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -452860.250000 Penalty: 4107.106934
	Iteration 24Q: 3 clusters Score -452860.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -452889.093750 Penalty: 4107.106934
	Iteration 25Q: 3 clusters Score -452889.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -452915.218750 Penalty: 4107.106934
	Iteration 26Q: 3 clusters Score -452915.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -452941.312500 Penalty: 4107.106934
	Iteration 27Q: 3 clusters Score -452941.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -452961.750000 Penalty: 4107.106934
	Iteration 28Q: 3 clusters Score -452961.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -452984.937500 Penalty: 4107.106934
	Iteration 29Q: 3 clusters Score -452984.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -453004.875000 Penalty: 4107.106934
	Iteration 30Q: 3 clusters Score -453004.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -453022.281250 Penalty: 4107.106934
	Iteration 31Q: 3 clusters Score -453022.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -453035.687500 Penalty: 4107.106934
	Iteration 32Q: 3 clusters Score -453035.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -453047.750000 Penalty: 4107.106934
	Iteration 33Q: 3 clusters Score -453047.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -453057.937500 Penalty: 4107.106934
	Iteration 34Q: 3 clusters Score -453057.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -453072.250000 Penalty: 4107.106934
	Iteration 35Q: 3 clusters Score -453072.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -453088.031250 Penalty: 4107.106934
	Iteration 36Q: 3 clusters Score -453088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -453102.593750 Penalty: 4107.106934
	Iteration 37Q: 3 clusters Score -453102.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -453118.781250 Penalty: 4107.106934
	Iteration 38Q: 3 clusters Score -453118.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -453124.437500 Penalty: 4107.106934
	Iteration 39Q: 3 clusters Score -453124.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -453131.718750 Penalty: 4107.106934
	Iteration 40F: 3 clusters Score -453131.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -453137.593750 Penalty: 4107.106934
	Iteration 41Q: 3 clusters Score -453137.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -453141.437500 Penalty: 4107.106934
	Iteration 42Q: 3 clusters Score -453141.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -453143.937500 Penalty: 4107.106934
	Iteration 43Q: 3 clusters Score -453143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -453144.843750 Penalty: 4107.106934
	Iteration 44Q: 3 clusters Score -453144.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -453146.562500 Penalty: 4107.106934
	Iteration 45Q: 3 clusters Score -453146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -453150.562500 Penalty: 4107.106934
	Iteration 46Q: 3 clusters Score -453150.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -453151.437500 Penalty: 4107.106934
	Iteration 47Q: 3 clusters Score -453151.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -453154.656250 Penalty: 4107.106934
	Iteration 48Q: 3 clusters Score -453154.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -453157.218750 Penalty: 4107.106934
	Iteration 49Q: 3 clusters Score -453157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -453157.718750 Penalty: 4107.106934
	Iteration 50Q: 3 clusters Score -453157.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -453157.718750 Penalty: 4107.106934
	Iteration 51F: 3 clusters Score -453157.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (179713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179713 members 
Entering Unmasked Estep 
Score: -21483744.000000 Penalty: 3000.580811
	Iteration 0F: 2 clusters Score -2.148374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 90174 members 
Entering Unmasked Estep 
Score: -21371502.000000 Penalty: 6001.161621
	Iteration 0F: 3 clusters Score -2.13715e+07 nChanged 86381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 94421 members 
Entering Unmasked Estep 
Score: -21422544.000000 Penalty: 6001.161621
	Iteration 1F: 3 clusters Score -2.142254e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 97324 members 
Entering Unmasked Estep 
Score: -21424152.000000 Penalty: 6001.161621
	Iteration 2Q: 3 clusters Score -2.142415e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 101903 members 
Entering Unmasked Estep 
Score: -21426536.000000 Penalty: 6001.161621
	Iteration 3Q: 3 clusters Score -2.142654e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 108713 members 
Entering Unmasked Estep 
Score: -21430374.000000 Penalty: 6001.161621
	Iteration 4Q: 3 clusters Score -2.143037e+07 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 118280 members 
Entering Unmasked Estep 
Score: -21436504.000000 Penalty: 6001.161621
	Iteration 5F: 3 clusters Score -2.14365e+07 nChanged 12903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 130681 members 
Entering Unmasked Estep 
Score: -21446008.000000 Penalty: 6001.161621
	Iteration 6F: 3 clusters Score -2.144601e+07 nChanged 14269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 144796 members 
Entering Unmasked Estep 
Score: -21458064.000000 Penalty: 6001.161621
	Iteration 7F: 3 clusters Score -2.145806e+07 nChanged 13118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 157868 members 
Entering Unmasked Estep 
Score: -21468210.000000 Penalty: 6001.161621
	Iteration 8F: 3 clusters Score -2.146821e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 166951 members 
Entering Unmasked Estep 
Score: -21474816.000000 Penalty: 6001.161621
	Iteration 9F: 3 clusters Score -2.147482e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 171815 members 
Entering Unmasked Estep 
Score: -21478176.000000 Penalty: 6001.161621
	Iteration 10Q: 3 clusters Score -2.147818e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 173948 members 
Entering Unmasked Estep 
Score: -21479630.000000 Penalty: 6001.161621
	Iteration 11Q: 3 clusters Score -2.147963e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 174956 members 
Entering Unmasked Estep 
Score: -21480330.000000 Penalty: 6001.161621
	Iteration 12Q: 3 clusters Score -2.148033e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 175559 members 
Entering Unmasked Estep 
Score: -21480598.000000 Penalty: 6001.161621
	Iteration 13Q: 3 clusters Score -2.14806e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 175971 members 
Entering Unmasked Estep 
Score: -21480770.000000 Penalty: 6001.161621
	Iteration 14Q: 3 clusters Score -2.148077e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 176255 members 
Entering Unmasked Estep 
Score: -21480882.000000 Penalty: 6001.161621
	Iteration 15Q: 3 clusters Score -2.148088e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 176491 members 
Entering Unmasked Estep 
Score: -21480898.000000 Penalty: 6001.161621
	Iteration 16Q: 3 clusters Score -2.14809e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 176690 members 
Entering Unmasked Estep 
Score: -21480940.000000 Penalty: 6001.161621
	Iteration 17Q: 3 clusters Score -2.148094e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 176833 members 
Entering Unmasked Estep 
Score: -21480974.000000 Penalty: 6001.161621
	Iteration 18Q: 3 clusters Score -2.148097e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 176980 members 
Entering Unmasked Estep 
Score: -21481008.000000 Penalty: 6001.161621
	Iteration 19Q: 3 clusters Score -2.148101e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 177105 members 
Entering Unmasked Estep 
Score: -21481004.000000 Penalty: 6001.161621
	Iteration 20F: 3 clusters Score -2.1481e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 177209 members 
Entering Unmasked Estep 
Score: -21480988.000000 Penalty: 6001.161621
	Iteration 21Q: 3 clusters Score -2.148099e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 177292 members 
Entering Unmasked Estep 
Score: -21481040.000000 Penalty: 6001.161621
	Iteration 22Q: 3 clusters Score -2.148104e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 177362 members 
Entering Unmasked Estep 
Score: -21481048.000000 Penalty: 6001.161621
	Iteration 23Q: 3 clusters Score -2.148105e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 177432 members 
Entering Unmasked Estep 
Score: -21481066.000000 Penalty: 6001.161621
	Iteration 24Q: 3 clusters Score -2.148107e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 177492 members 
Entering Unmasked Estep 
Score: -21481062.000000 Penalty: 6001.161621
	Iteration 25Q: 3 clusters Score -2.148106e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 177550 members 
Entering Unmasked Estep 
Score: -21481040.000000 Penalty: 6001.161621
	Iteration 26Q: 3 clusters Score -2.148104e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 177598 members 
Entering Unmasked Estep 
Score: -21481028.000000 Penalty: 6001.161621
	Iteration 27Q: 3 clusters Score -2.148103e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 177627 members 
Entering Unmasked Estep 
Score: -21481042.000000 Penalty: 6001.161621
	Iteration 28Q: 3 clusters Score -2.148104e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 177656 members 
Entering Unmasked Estep 
Score: -21481050.000000 Penalty: 6001.161621
	Iteration 29Q: 3 clusters Score -2.148105e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 177680 members 
Entering Unmasked Estep 
Score: -21481042.000000 Penalty: 6001.161621
	Iteration 30Q: 3 clusters Score -2.148104e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 177703 members 
Entering Unmasked Estep 
Score: -21481066.000000 Penalty: 6001.161621
	Iteration 31Q: 3 clusters Score -2.148107e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 177731 members 
Entering Unmasked Estep 
Score: -21481074.000000 Penalty: 6001.161621
	Iteration 32Q: 3 clusters Score -2.148107e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 177761 members 
Entering Unmasked Estep 
Score: -21481068.000000 Penalty: 6001.161621
	Iteration 33Q: 3 clusters Score -2.148107e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 177784 members 
Entering Unmasked Estep 
Score: -21481080.000000 Penalty: 6001.161621
	Iteration 34Q: 3 clusters Score -2.148108e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 177814 members 
Entering Unmasked Estep 
Score: -21481100.000000 Penalty: 6001.161621
	Iteration 35Q: 3 clusters Score -2.14811e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 177843 members 
Entering Unmasked Estep 
Score: -21481122.000000 Penalty: 6001.161621
	Iteration 36Q: 3 clusters Score -2.148112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 177877 members 
Entering Unmasked Estep 
Score: -21481138.000000 Penalty: 6001.161621
	Iteration 37Q: 3 clusters Score -2.148114e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 177912 members 
Entering Unmasked Estep 
Score: -21481136.000000 Penalty: 6001.161621
	Iteration 38Q: 3 clusters Score -2.148114e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 177937 members 
Entering Unmasked Estep 
Score: -21481150.000000 Penalty: 6001.161621
	Iteration 39Q: 3 clusters Score -2.148115e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 177952 members 
Entering Unmasked Estep 
Score: -21481172.000000 Penalty: 6001.161621
	Iteration 40F: 3 clusters Score -2.148117e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 177970 members 
Entering Unmasked Estep 
Score: -21481146.000000 Penalty: 6001.161621
	Iteration 41Q: 3 clusters Score -2.148115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 177981 members 
Entering Unmasked Estep 
Score: -21481142.000000 Penalty: 6001.161621
	Iteration 42Q: 3 clusters Score -2.148114e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 177991 members 
Entering Unmasked Estep 
Score: -21481146.000000 Penalty: 6001.161621
	Iteration 43Q: 3 clusters Score -2.148115e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 178001 members 
Entering Unmasked Estep 
Score: -21481132.000000 Penalty: 6001.161621
	Iteration 44Q: 3 clusters Score -2.148113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 178011 members 
Entering Unmasked Estep 
Score: -21481154.000000 Penalty: 6001.161621
	Iteration 45Q: 3 clusters Score -2.148115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 178023 members 
Entering Unmasked Estep 
Score: -21481156.000000 Penalty: 6001.161621
	Iteration 46Q: 3 clusters Score -2.148116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 178033 members 
Entering Unmasked Estep 
Score: -21481160.000000 Penalty: 6001.161621
	Iteration 47Q: 3 clusters Score -2.148116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 178040 members 
Entering Unmasked Estep 
Score: -21481164.000000 Penalty: 6001.161621
	Iteration 48Q: 3 clusters Score -2.148116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 178045 members 
Entering Unmasked Estep 
Score: -21481162.000000 Penalty: 6001.161621
	Iteration 49Q: 3 clusters Score -2.148116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 178050 members 
Entering Unmasked Estep 
Score: -21481182.000000 Penalty: 6001.161621
	Iteration 50Q: 3 clusters Score -2.148118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 178057 members 
Entering Unmasked Estep 
Score: -21481176.000000 Penalty: 6001.161621
	Iteration 51Q: 3 clusters Score -2.148118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 178064 members 
Entering Unmasked Estep 
Score: -21481192.000000 Penalty: 6001.161621
	Iteration 52Q: 3 clusters Score -2.148119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 178071 members 
Entering Unmasked Estep 
Score: -21481196.000000 Penalty: 6001.161621
	Iteration 53Q: 3 clusters Score -2.14812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 178079 members 
Entering Unmasked Estep 
Score: -21481202.000000 Penalty: 6001.161621
	Iteration 54Q: 3 clusters Score -2.14812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 178085 members 
Entering Unmasked Estep 
Score: -21481202.000000 Penalty: 6001.161621
	Iteration 55Q: 3 clusters Score -2.14812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 178092 members 
Entering Unmasked Estep 
Score: -21481226.000000 Penalty: 6001.161621
	Iteration 56Q: 3 clusters Score -2.148123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 178094 members 
Entering Unmasked Estep 
Score: -21481228.000000 Penalty: 6001.161621
	Iteration 57Q: 3 clusters Score -2.148123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 178095 members 
Entering Unmasked Estep 
Score: -21481238.000000 Penalty: 6001.161621
	Iteration 58Q: 3 clusters Score -2.148124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 178096 members 
Entering Unmasked Estep 
Score: -21481242.000000 Penalty: 6001.161621
	Iteration 59Q: 3 clusters Score -2.148124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 178096 members 
Entering Unmasked Estep 
Score: -21481242.000000 Penalty: 6001.161621
	Iteration 60F: 3 clusters Score -2.148124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -307461.000000 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -307461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -304347.843750 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -304347.8 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -304914.937500 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -304914.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -305059.812500 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -305059.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -305141.687500 Penalty: 3925.106445
	Iteration 3Q: 3 clusters Score -305141.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -305196.250000 Penalty: 3925.106445
	Iteration 4Q: 3 clusters Score -305196.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -305230.406250 Penalty: 3925.106445
	Iteration 5Q: 3 clusters Score -305230.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -305254.593750 Penalty: 3925.106445
	Iteration 6Q: 3 clusters Score -305254.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -305273.312500 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -305273.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -305290.250000 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -305290.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -305303.531250 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -305303.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -305312.875000 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -305312.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -305323.156250 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -305323.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -305331.250000 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -305331.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -305334.437500 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -305334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -305336.625000 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -305336.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -305338.781250 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -305338.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -305344.437500 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -305344.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -305349.781250 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -305349.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -305354.625000 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -305354.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -305358.718750 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -305358.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -305362.812500 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -305362.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -305366.406250 Penalty: 3925.106445
	Iteration 21Q: 3 clusters Score -305366.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -305369.343750 Penalty: 3925.106445
	Iteration 22Q: 3 clusters Score -305369.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -305371.906250 Penalty: 3925.106445
	Iteration 23Q: 3 clusters Score -305371.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -305375.281250 Penalty: 3925.106445
	Iteration 24Q: 3 clusters Score -305375.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -305375.781250 Penalty: 3925.106445
	Iteration 25Q: 3 clusters Score -305375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -305377.312500 Penalty: 3925.106445
	Iteration 26Q: 3 clusters Score -305377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -305378.781250 Penalty: 3925.106445
	Iteration 27Q: 3 clusters Score -305378.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -305378.781250 Penalty: 3925.106445
	Iteration 28F: 3 clusters Score -305378.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Entering Unmasked Estep 
Score: -492379.250000 Penalty: 2070.378662
	Iteration 0F: 2 clusters Score -492379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -488355.437500 Penalty: 4140.757324
	Iteration 0F: 3 clusters Score -488355.4 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -489250.906250 Penalty: 4140.757324
	Iteration 1F: 3 clusters Score -489250.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -489456.031250 Penalty: 4140.757324
	Iteration 2F: 3 clusters Score -489456 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -489588.000000 Penalty: 4140.757324
	Iteration 3Q: 3 clusters Score -489588 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -489689.875000 Penalty: 4140.757324
	Iteration 4Q: 3 clusters Score -489689.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -489770.812500 Penalty: 4140.757324
	Iteration 5Q: 3 clusters Score -489770.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -489858.875000 Penalty: 4140.757324
	Iteration 6Q: 3 clusters Score -489858.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -489939.156250 Penalty: 4140.757324
	Iteration 7Q: 3 clusters Score -489939.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -490018.125000 Penalty: 4140.757324
	Iteration 8Q: 3 clusters Score -490018.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -490104.312500 Penalty: 4140.757324
	Iteration 9Q: 3 clusters Score -490104.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -490182.750000 Penalty: 4140.757324
	Iteration 10Q: 3 clusters Score -490182.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -490259.500000 Penalty: 4140.757324
	Iteration 11Q: 3 clusters Score -490259.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -490327.218750 Penalty: 4140.757324
	Iteration 12Q: 3 clusters Score -490327.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -490379.500000 Penalty: 4140.757324
	Iteration 13Q: 3 clusters Score -490379.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -490439.531250 Penalty: 4140.757324
	Iteration 14Q: 3 clusters Score -490439.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -490487.156250 Penalty: 4140.757324
	Iteration 15Q: 3 clusters Score -490487.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -490528.187500 Penalty: 4140.757324
	Iteration 16Q: 3 clusters Score -490528.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -490560.875000 Penalty: 4140.757324
	Iteration 17Q: 3 clusters Score -490560.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -490586.906250 Penalty: 4140.757324
	Iteration 18Q: 3 clusters Score -490586.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -490604.250000 Penalty: 4140.757324
	Iteration 19Q: 3 clusters Score -490604.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -490615.906250 Penalty: 4140.757324
	Iteration 20F: 3 clusters Score -490615.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -490626.593750 Penalty: 4140.757324
	Iteration 21Q: 3 clusters Score -490626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -490638.937500 Penalty: 4140.757324
	Iteration 22Q: 3 clusters Score -490638.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -490646.843750 Penalty: 4140.757324
	Iteration 23Q: 3 clusters Score -490646.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -490654.031250 Penalty: 4140.757324
	Iteration 24Q: 3 clusters Score -490654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -490659.125000 Penalty: 4140.757324
	Iteration 25Q: 3 clusters Score -490659.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -490665.906250 Penalty: 4140.757324
	Iteration 26Q: 3 clusters Score -490665.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -490677.437500 Penalty: 4140.757324
	Iteration 27Q: 3 clusters Score -490677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -490687.468750 Penalty: 4140.757324
	Iteration 28Q: 3 clusters Score -490687.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -490696.875000 Penalty: 4140.757324
	Iteration 29Q: 3 clusters Score -490696.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -490709.125000 Penalty: 4140.757324
	Iteration 30Q: 3 clusters Score -490709.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -490716.187500 Penalty: 4140.757324
	Iteration 31Q: 3 clusters Score -490716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -490720.468750 Penalty: 4140.757324
	Iteration 32Q: 3 clusters Score -490720.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -490730.406250 Penalty: 4140.757324
	Iteration 33Q: 3 clusters Score -490730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -490735.312500 Penalty: 4140.757324
	Iteration 34Q: 3 clusters Score -490735.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -490739.406250 Penalty: 4140.757324
	Iteration 35Q: 3 clusters Score -490739.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -490747.500000 Penalty: 4140.757324
	Iteration 36Q: 3 clusters Score -490747.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -490752.281250 Penalty: 4140.757324
	Iteration 37Q: 3 clusters Score -490752.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -490752.281250 Penalty: 4140.757324
	Iteration 38F: 3 clusters Score -490752.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Entering Unmasked Estep 
Score: -566629.187500 Penalty: 2121.178711
	Iteration 0F: 2 clusters Score -566629.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -561977.562500 Penalty: 4242.357422
	Iteration 0F: 3 clusters Score -561977.6 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -563226.500000 Penalty: 4242.357422
	Iteration 1F: 3 clusters Score -563226.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -563518.687500 Penalty: 4242.357422
	Iteration 2F: 3 clusters Score -563518.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -563735.125000 Penalty: 4242.357422
	Iteration 3F: 3 clusters Score -563735.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -563966.062500 Penalty: 4242.357422
	Iteration 4Q: 3 clusters Score -563966.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -564185.250000 Penalty: 4242.357422
	Iteration 5Q: 3 clusters Score -564185.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -564363.125000 Penalty: 4242.357422
	Iteration 6Q: 3 clusters Score -564363.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -564533.812500 Penalty: 4242.357422
	Iteration 7Q: 3 clusters Score -564533.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -564728.000000 Penalty: 4242.357422
	Iteration 8Q: 3 clusters Score -564728 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -564873.312500 Penalty: 4242.357422
	Iteration 9Q: 3 clusters Score -564873.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -564987.062500 Penalty: 4242.357422
	Iteration 10Q: 3 clusters Score -564987.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -565073.750000 Penalty: 4242.357422
	Iteration 11Q: 3 clusters Score -565073.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -565152.000000 Penalty: 4242.357422
	Iteration 12Q: 3 clusters Score -565152 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -565204.437500 Penalty: 4242.357422
	Iteration 13Q: 3 clusters Score -565204.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -565251.687500 Penalty: 4242.357422
	Iteration 14Q: 3 clusters Score -565251.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -565287.000000 Penalty: 4242.357422
	Iteration 15Q: 3 clusters Score -565287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -565317.250000 Penalty: 4242.357422
	Iteration 16Q: 3 clusters Score -565317.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -565340.937500 Penalty: 4242.357422
	Iteration 17Q: 3 clusters Score -565340.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -565368.000000 Penalty: 4242.357422
	Iteration 18Q: 3 clusters Score -565368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -565395.250000 Penalty: 4242.357422
	Iteration 19Q: 3 clusters Score -565395.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -565423.625000 Penalty: 4242.357422
	Iteration 20F: 3 clusters Score -565423.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -565447.375000 Penalty: 4242.357422
	Iteration 21Q: 3 clusters Score -565447.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -565474.750000 Penalty: 4242.357422
	Iteration 22Q: 3 clusters Score -565474.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -565502.312500 Penalty: 4242.357422
	Iteration 23Q: 3 clusters Score -565502.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -565524.687500 Penalty: 4242.357422
	Iteration 24Q: 3 clusters Score -565524.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -565545.750000 Penalty: 4242.357422
	Iteration 25Q: 3 clusters Score -565545.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -565554.750000 Penalty: 4242.357422
	Iteration 26Q: 3 clusters Score -565554.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -565564.687500 Penalty: 4242.357422
	Iteration 27Q: 3 clusters Score -565564.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -565568.062500 Penalty: 4242.357422
	Iteration 28Q: 3 clusters Score -565568.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -565573.562500 Penalty: 4242.357422
	Iteration 29Q: 3 clusters Score -565573.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -565581.937500 Penalty: 4242.357422
	Iteration 30Q: 3 clusters Score -565581.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -565586.500000 Penalty: 4242.357422
	Iteration 31Q: 3 clusters Score -565586.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -565590.750000 Penalty: 4242.357422
	Iteration 32Q: 3 clusters Score -565590.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -565594.937500 Penalty: 4242.357422
	Iteration 33Q: 3 clusters Score -565594.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -565596.875000 Penalty: 4242.357422
	Iteration 34Q: 3 clusters Score -565596.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -565601.562500 Penalty: 4242.357422
	Iteration 35Q: 3 clusters Score -565601.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -565607.625000 Penalty: 4242.357422
	Iteration 36Q: 3 clusters Score -565607.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -565609.687500 Penalty: 4242.357422
	Iteration 37Q: 3 clusters Score -565609.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -565615.750000 Penalty: 4242.357422
	Iteration 38Q: 3 clusters Score -565615.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -565621.187500 Penalty: 4242.357422
	Iteration 39Q: 3 clusters Score -565621.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -565625.687500 Penalty: 4242.357422
	Iteration 40F: 3 clusters Score -565625.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -565627.500000 Penalty: 4242.357422
	Iteration 41Q: 3 clusters Score -565627.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -565629.937500 Penalty: 4242.357422
	Iteration 42Q: 3 clusters Score -565629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -565630.687500 Penalty: 4242.357422
	Iteration 43Q: 3 clusters Score -565630.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -565630.687500 Penalty: 4242.357422
	Iteration 44F: 3 clusters Score -565630.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Entering Unmasked Estep 
Score: -1115517.000000 Penalty: 2267.045410
	Iteration 0F: 2 clusters Score -1115517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1108447.500000 Penalty: 4534.090820
	Iteration 0F: 3 clusters Score -1108448 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1110575.375000 Penalty: 4534.090820
	Iteration 1F: 3 clusters Score -1110575 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1110979.375000 Penalty: 4534.090820
	Iteration 2F: 3 clusters Score -1110979 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1111296.000000 Penalty: 4534.090820
	Iteration 3F: 3 clusters Score -1111296 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1111552.375000 Penalty: 4534.090820
	Iteration 4F: 3 clusters Score -1111552 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1111801.000000 Penalty: 4534.090820
	Iteration 5Q: 3 clusters Score -1111801 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1112064.625000 Penalty: 4534.090820
	Iteration 6Q: 3 clusters Score -1112065 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1112333.750000 Penalty: 4534.090820
	Iteration 7Q: 3 clusters Score -1112334 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1112589.625000 Penalty: 4534.090820
	Iteration 8Q: 3 clusters Score -1112590 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1112815.625000 Penalty: 4534.090820
	Iteration 9Q: 3 clusters Score -1112816 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1112994.625000 Penalty: 4534.090820
	Iteration 10Q: 3 clusters Score -1112995 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1113130.500000 Penalty: 4534.090820
	Iteration 11Q: 3 clusters Score -1113130 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1113232.000000 Penalty: 4534.090820
	Iteration 12Q: 3 clusters Score -1113232 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1113344.625000 Penalty: 4534.090820
	Iteration 13Q: 3 clusters Score -1113345 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1113446.375000 Penalty: 4534.090820
	Iteration 14Q: 3 clusters Score -1113446 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1113529.875000 Penalty: 4534.090820
	Iteration 15Q: 3 clusters Score -1113530 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1113594.875000 Penalty: 4534.090820
	Iteration 16Q: 3 clusters Score -1113595 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1113635.375000 Penalty: 4534.090820
	Iteration 17Q: 3 clusters Score -1113635 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1113665.250000 Penalty: 4534.090820
	Iteration 18Q: 3 clusters Score -1113665 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1113693.375000 Penalty: 4534.090820
	Iteration 19Q: 3 clusters Score -1113693 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1113711.250000 Penalty: 4534.090820
	Iteration 20F: 3 clusters Score -1113711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1113725.500000 Penalty: 4534.090820
	Iteration 21Q: 3 clusters Score -1113726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1113738.250000 Penalty: 4534.090820
	Iteration 22Q: 3 clusters Score -1113738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1113749.250000 Penalty: 4534.090820
	Iteration 23Q: 3 clusters Score -1113749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1113755.125000 Penalty: 4534.090820
	Iteration 24Q: 3 clusters Score -1113755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1113760.875000 Penalty: 4534.090820
	Iteration 25Q: 3 clusters Score -1113761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1113760.875000 Penalty: 4534.090820
	Iteration 26Q: 3 clusters Score -1113761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1113765.250000 Penalty: 4534.090820
	Iteration 27Q: 3 clusters Score -1113765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1113767.125000 Penalty: 4534.090820
	Iteration 28Q: 3 clusters Score -1113767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1113772.875000 Penalty: 4534.090820
	Iteration 29Q: 3 clusters Score -1113773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1113772.375000 Penalty: 4534.090820
	Iteration 30Q: 3 clusters Score -1113772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1113772.250000 Penalty: 4534.090820
	Iteration 31Q: 3 clusters Score -1113772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1113775.625000 Penalty: 4534.090820
	Iteration 32Q: 3 clusters Score -1113776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1113775.750000 Penalty: 4534.090820
	Iteration 33Q: 3 clusters Score -1113776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1113779.875000 Penalty: 4534.090820
	Iteration 34Q: 3 clusters Score -1113780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1113780.125000 Penalty: 4534.090820
	Iteration 35Q: 3 clusters Score -1113780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1113781.375000 Penalty: 4534.090820
	Iteration 36Q: 3 clusters Score -1113781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1113782.000000 Penalty: 4534.090820
	Iteration 37Q: 3 clusters Score -1113782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1113781.750000 Penalty: 4534.090820
	Iteration 38Q: 3 clusters Score -1113782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1113781.750000 Penalty: 4534.090820
	Iteration 39F: 3 clusters Score -1113782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (214713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214713 members 
Entering Unmasked Estep 
Score: -25689656.000000 Penalty: 3044.710205
	Iteration 0F: 2 clusters Score -2.568966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107419 members 
Mstep: Class 2 contains 107294 members 
Entering Unmasked Estep 
Score: -25572084.000000 Penalty: 6089.420410
	Iteration 0F: 3 clusters Score -2.557208e+07 nChanged 103712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108829 members 
Mstep: Class 2 contains 105884 members 
Entering Unmasked Estep 
Score: -25632056.000000 Penalty: 6089.420410
	Iteration 1F: 3 clusters Score -2.563206e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109816 members 
Mstep: Class 2 contains 104897 members 
Entering Unmasked Estep 
Score: -25632856.000000 Penalty: 6089.420410
	Iteration 2Q: 3 clusters Score -2.563286e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111352 members 
Mstep: Class 2 contains 103361 members 
Entering Unmasked Estep 
Score: -25633612.000000 Penalty: 6089.420410
	Iteration 3Q: 3 clusters Score -2.563361e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113767 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
Score: -25634636.000000 Penalty: 6089.420410
	Iteration 4Q: 3 clusters Score -2.563464e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117595 members 
Mstep: Class 2 contains 97118 members 
Entering Unmasked Estep 
Score: -25636318.000000 Penalty: 6089.420410
	Iteration 5Q: 3 clusters Score -2.563632e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123411 members 
Mstep: Class 2 contains 91302 members 
Entering Unmasked Estep 
Score: -25639110.000000 Penalty: 6089.420410
	Iteration 6Q: 3 clusters Score -2.563911e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131958 members 
Mstep: Class 2 contains 82755 members 
Entering Unmasked Estep 
Score: -25643718.000000 Penalty: 6089.420410
	Iteration 7Q: 3 clusters Score -2.564372e+07 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143965 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -25651704.000000 Penalty: 6089.420410
	Iteration 8F: 3 clusters Score -2.56517e+07 nChanged 15470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159185 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -25661704.000000 Penalty: 6089.420410
	Iteration 9F: 3 clusters Score -2.56617e+07 nChanged 15840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174553 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -25669830.000000 Penalty: 6089.420410
	Iteration 10F: 3 clusters Score -2.566983e+07 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186470 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -25675892.000000 Penalty: 6089.420410
	Iteration 11F: 3 clusters Score -2.567589e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193785 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -25679646.000000 Penalty: 6089.420410
	Iteration 12Q: 3 clusters Score -2.567965e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197764 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -25681702.000000 Penalty: 6089.420410
	Iteration 13Q: 3 clusters Score -2.56817e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200050 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -25682746.000000 Penalty: 6089.420410
	Iteration 14Q: 3 clusters Score -2.568275e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201560 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -25683282.000000 Penalty: 6089.420410
	Iteration 15Q: 3 clusters Score -2.568328e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202722 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -25683738.000000 Penalty: 6089.420410
	Iteration 16Q: 3 clusters Score -2.568374e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203613 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -25684024.000000 Penalty: 6089.420410
	Iteration 17Q: 3 clusters Score -2.568402e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204336 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -25684110.000000 Penalty: 6089.420410
	Iteration 18Q: 3 clusters Score -2.568411e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204967 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -25684212.000000 Penalty: 6089.420410
	Iteration 19Q: 3 clusters Score -2.568421e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205574 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -25684356.000000 Penalty: 6089.420410
	Iteration 20F: 3 clusters Score -2.568436e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206092 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -25684414.000000 Penalty: 6089.420410
	Iteration 21Q: 3 clusters Score -2.568441e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206559 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -25684570.000000 Penalty: 6089.420410
	Iteration 22Q: 3 clusters Score -2.568457e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206969 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -25684772.000000 Penalty: 6089.420410
	Iteration 23Q: 3 clusters Score -2.568477e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207353 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -25684866.000000 Penalty: 6089.420410
	Iteration 24Q: 3 clusters Score -2.568487e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207694 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -25684988.000000 Penalty: 6089.420410
	Iteration 25Q: 3 clusters Score -2.568499e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208005 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -25685052.000000 Penalty: 6089.420410
	Iteration 26Q: 3 clusters Score -2.568505e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208291 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -25685096.000000 Penalty: 6089.420410
	Iteration 27Q: 3 clusters Score -2.56851e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208581 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -25685152.000000 Penalty: 6089.420410
	Iteration 28Q: 3 clusters Score -2.568515e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208848 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -25685284.000000 Penalty: 6089.420410
	Iteration 29Q: 3 clusters Score -2.568528e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209075 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -25685358.000000 Penalty: 6089.420410
	Iteration 30Q: 3 clusters Score -2.568536e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209288 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -25685442.000000 Penalty: 6089.420410
	Iteration 31Q: 3 clusters Score -2.568544e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209493 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -25685550.000000 Penalty: 6089.420410
	Iteration 32Q: 3 clusters Score -2.568555e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209689 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -25685612.000000 Penalty: 6089.420410
	Iteration 33Q: 3 clusters Score -2.568561e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209865 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -25685626.000000 Penalty: 6089.420410
	Iteration 34Q: 3 clusters Score -2.568563e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210034 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -25685684.000000 Penalty: 6089.420410
	Iteration 35Q: 3 clusters Score -2.568568e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210181 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -25685740.000000 Penalty: 6089.420410
	Iteration 36Q: 3 clusters Score -2.568574e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210307 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -25685832.000000 Penalty: 6089.420410
	Iteration 37Q: 3 clusters Score -2.568583e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210423 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -25685844.000000 Penalty: 6089.420410
	Iteration 38Q: 3 clusters Score -2.568584e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210536 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -25685904.000000 Penalty: 6089.420410
	Iteration 39Q: 3 clusters Score -2.56859e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210648 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -25685904.000000 Penalty: 6089.420410
	Iteration 40F: 3 clusters Score -2.56859e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210767 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -25685932.000000 Penalty: 6089.420410
	Iteration 41Q: 3 clusters Score -2.568593e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210883 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -25685966.000000 Penalty: 6089.420410
	Iteration 42Q: 3 clusters Score -2.568597e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210991 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -25686024.000000 Penalty: 6089.420410
	Iteration 43Q: 3 clusters Score -2.568602e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211097 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -25686070.000000 Penalty: 6089.420410
	Iteration 44Q: 3 clusters Score -2.568607e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211187 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -25686118.000000 Penalty: 6089.420410
	Iteration 45Q: 3 clusters Score -2.568612e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211272 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -25686112.000000 Penalty: 6089.420410
	Iteration 46Q: 3 clusters Score -2.568611e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211358 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -25686146.000000 Penalty: 6089.420410
	Iteration 47Q: 3 clusters Score -2.568615e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211439 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -25686196.000000 Penalty: 6089.420410
	Iteration 48Q: 3 clusters Score -2.56862e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211512 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -25686218.000000 Penalty: 6089.420410
	Iteration 49Q: 3 clusters Score -2.568622e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211574 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -25686224.000000 Penalty: 6089.420410
	Iteration 50Q: 3 clusters Score -2.568622e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211626 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -25686266.000000 Penalty: 6089.420410
	Iteration 51Q: 3 clusters Score -2.568627e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211682 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -25686286.000000 Penalty: 6089.420410
	Iteration 52Q: 3 clusters Score -2.568629e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211755 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -25686276.000000 Penalty: 6089.420410
	Iteration 53Q: 3 clusters Score -2.568628e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211819 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -25686326.000000 Penalty: 6089.420410
	Iteration 54Q: 3 clusters Score -2.568633e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211879 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -25686328.000000 Penalty: 6089.420410
	Iteration 55Q: 3 clusters Score -2.568633e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211927 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -25686364.000000 Penalty: 6089.420410
	Iteration 56Q: 3 clusters Score -2.568636e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211968 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -25686376.000000 Penalty: 6089.420410
	Iteration 57Q: 3 clusters Score -2.568638e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212003 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -25686414.000000 Penalty: 6089.420410
	Iteration 58Q: 3 clusters Score -2.568641e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212023 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -25686420.000000 Penalty: 6089.420410
	Iteration 59Q: 3 clusters Score -2.568642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212041 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -25686438.000000 Penalty: 6089.420410
	Iteration 60F: 3 clusters Score -2.568644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212058 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -25686440.000000 Penalty: 6089.420410
	Iteration 61Q: 3 clusters Score -2.568644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212075 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -25686452.000000 Penalty: 6089.420410
	Iteration 62Q: 3 clusters Score -2.568645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212090 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -25686438.000000 Penalty: 6089.420410
	Iteration 63Q: 3 clusters Score -2.568644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212100 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -25686424.000000 Penalty: 6089.420410
	Iteration 64Q: 3 clusters Score -2.568642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212107 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -25686428.000000 Penalty: 6089.420410
	Iteration 65Q: 3 clusters Score -2.568643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212113 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -25686438.000000 Penalty: 6089.420410
	Iteration 66Q: 3 clusters Score -2.568644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212117 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -25686438.000000 Penalty: 6089.420410
	Iteration 67Q: 3 clusters Score -2.568644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212119 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -25686466.000000 Penalty: 6089.420410
	Iteration 68Q: 3 clusters Score -2.568647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212123 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -25686444.000000 Penalty: 6089.420410
	Iteration 69Q: 3 clusters Score -2.568644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212129 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -25686430.000000 Penalty: 6089.420410
	Iteration 70Q: 3 clusters Score -2.568643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212135 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -25686414.000000 Penalty: 6089.420410
	Iteration 71Q: 3 clusters Score -2.568641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212140 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -25686414.000000 Penalty: 6089.420410
	Iteration 72Q: 3 clusters Score -2.568641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212144 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -25686424.000000 Penalty: 6089.420410
	Iteration 73Q: 3 clusters Score -2.568642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212148 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -25686412.000000 Penalty: 6089.420410
	Iteration 74Q: 3 clusters Score -2.568641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212153 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -25686416.000000 Penalty: 6089.420410
	Iteration 75Q: 3 clusters Score -2.568642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212156 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -25686430.000000 Penalty: 6089.420410
	Iteration 76Q: 3 clusters Score -2.568643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212161 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -25686430.000000 Penalty: 6089.420410
	Iteration 77Q: 3 clusters Score -2.568643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212161 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -25686432.000000 Penalty: 6089.420410
	Iteration 78Q: 3 clusters Score -2.568643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212161 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -25686432.000000 Penalty: 6089.420410
	Iteration 79F: 3 clusters Score -2.568643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Entering Unmasked Estep 
Score: -689712.937500 Penalty: 2149.712646
	Iteration 0F: 2 clusters Score -689712.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -684673.500000 Penalty: 4299.425293
	Iteration 0F: 3 clusters Score -684673.5 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -685820.500000 Penalty: 4299.425293
	Iteration 1F: 3 clusters Score -685820.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -685998.562500 Penalty: 4299.425293
	Iteration 2F: 3 clusters Score -685998.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -686103.437500 Penalty: 4299.425293
	Iteration 3Q: 3 clusters Score -686103.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -686163.750000 Penalty: 4299.425293
	Iteration 4Q: 3 clusters Score -686163.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -686208.687500 Penalty: 4299.425293
	Iteration 5Q: 3 clusters Score -686208.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -686250.312500 Penalty: 4299.425293
	Iteration 6Q: 3 clusters Score -686250.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -686283.375000 Penalty: 4299.425293
	Iteration 7Q: 3 clusters Score -686283.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -686313.125000 Penalty: 4299.425293
	Iteration 8Q: 3 clusters Score -686313.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -686344.937500 Penalty: 4299.425293
	Iteration 9Q: 3 clusters Score -686344.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -686371.750000 Penalty: 4299.425293
	Iteration 10Q: 3 clusters Score -686371.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -686393.437500 Penalty: 4299.425293
	Iteration 11Q: 3 clusters Score -686393.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -686416.375000 Penalty: 4299.425293
	Iteration 12Q: 3 clusters Score -686416.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -686434.500000 Penalty: 4299.425293
	Iteration 13Q: 3 clusters Score -686434.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -686451.812500 Penalty: 4299.425293
	Iteration 14Q: 3 clusters Score -686451.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -686473.937500 Penalty: 4299.425293
	Iteration 15Q: 3 clusters Score -686473.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -686501.062500 Penalty: 4299.425293
	Iteration 16Q: 3 clusters Score -686501.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -686523.812500 Penalty: 4299.425293
	Iteration 17Q: 3 clusters Score -686523.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -686557.437500 Penalty: 4299.425293
	Iteration 18Q: 3 clusters Score -686557.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -686600.312500 Penalty: 4299.425293
	Iteration 19Q: 3 clusters Score -686600.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -686639.937500 Penalty: 4299.425293
	Iteration 20F: 3 clusters Score -686639.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -686684.625000 Penalty: 4299.425293
	Iteration 21Q: 3 clusters Score -686684.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -686746.312500 Penalty: 4299.425293
	Iteration 22Q: 3 clusters Score -686746.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -686809.812500 Penalty: 4299.425293
	Iteration 23Q: 3 clusters Score -686809.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -686885.500000 Penalty: 4299.425293
	Iteration 24Q: 3 clusters Score -686885.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -686958.625000 Penalty: 4299.425293
	Iteration 25Q: 3 clusters Score -686958.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -687039.125000 Penalty: 4299.425293
	Iteration 26Q: 3 clusters Score -687039.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -687135.125000 Penalty: 4299.425293
	Iteration 27Q: 3 clusters Score -687135.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -687220.500000 Penalty: 4299.425293
	Iteration 28Q: 3 clusters Score -687220.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -687296.062500 Penalty: 4299.425293
	Iteration 29Q: 3 clusters Score -687296.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -687371.437500 Penalty: 4299.425293
	Iteration 30Q: 3 clusters Score -687371.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -687439.187500 Penalty: 4299.425293
	Iteration 31Q: 3 clusters Score -687439.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -687500.312500 Penalty: 4299.425293
	Iteration 32Q: 3 clusters Score -687500.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -687545.125000 Penalty: 4299.425293
	Iteration 33Q: 3 clusters Score -687545.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -687577.812500 Penalty: 4299.425293
	Iteration 34Q: 3 clusters Score -687577.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -687609.812500 Penalty: 4299.425293
	Iteration 35Q: 3 clusters Score -687609.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -687636.625000 Penalty: 4299.425293
	Iteration 36Q: 3 clusters Score -687636.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -687664.500000 Penalty: 4299.425293
	Iteration 37Q: 3 clusters Score -687664.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -687683.375000 Penalty: 4299.425293
	Iteration 38Q: 3 clusters Score -687683.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -687709.312500 Penalty: 4299.425293
	Iteration 39Q: 3 clusters Score -687709.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -687734.750000 Penalty: 4299.425293
	Iteration 40F: 3 clusters Score -687734.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -687745.437500 Penalty: 4299.425293
	Iteration 41Q: 3 clusters Score -687745.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -687753.875000 Penalty: 4299.425293
	Iteration 42Q: 3 clusters Score -687753.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -687765.562500 Penalty: 4299.425293
	Iteration 43Q: 3 clusters Score -687765.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -687779.375000 Penalty: 4299.425293
	Iteration 44Q: 3 clusters Score -687779.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -687792.437500 Penalty: 4299.425293
	Iteration 45Q: 3 clusters Score -687792.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -687797.125000 Penalty: 4299.425293
	Iteration 46Q: 3 clusters Score -687797.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -687801.062500 Penalty: 4299.425293
	Iteration 47Q: 3 clusters Score -687801.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -687808.250000 Penalty: 4299.425293
	Iteration 48Q: 3 clusters Score -687808.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -687814.187500 Penalty: 4299.425293
	Iteration 49Q: 3 clusters Score -687814.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -687819.187500 Penalty: 4299.425293
	Iteration 50Q: 3 clusters Score -687819.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -687825.562500 Penalty: 4299.425293
	Iteration 51Q: 3 clusters Score -687825.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -687830.250000 Penalty: 4299.425293
	Iteration 52Q: 3 clusters Score -687830.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -687833.500000 Penalty: 4299.425293
	Iteration 53Q: 3 clusters Score -687833.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -687833.687500 Penalty: 4299.425293
	Iteration 54Q: 3 clusters Score -687833.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -687833.687500 Penalty: 4299.425293
	Iteration 55F: 3 clusters Score -687833.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Entering Unmasked Estep 
Score: -576116.562500 Penalty: 2099.438721
	Iteration 0F: 2 clusters Score -576116.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -571768.125000 Penalty: 4198.877441
	Iteration 0F: 3 clusters Score -571768.1 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -572783.937500 Penalty: 4198.877441
	Iteration 1F: 3 clusters Score -572783.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -572983.875000 Penalty: 4198.877441
	Iteration 2F: 3 clusters Score -572983.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -573102.937500 Penalty: 4198.877441
	Iteration 3Q: 3 clusters Score -573102.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -573190.187500 Penalty: 4198.877441
	Iteration 4Q: 3 clusters Score -573190.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -573253.750000 Penalty: 4198.877441
	Iteration 5Q: 3 clusters Score -573253.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -573307.000000 Penalty: 4198.877441
	Iteration 6Q: 3 clusters Score -573307 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -573347.875000 Penalty: 4198.877441
	Iteration 7Q: 3 clusters Score -573347.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -573381.562500 Penalty: 4198.877441
	Iteration 8Q: 3 clusters Score -573381.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -573412.187500 Penalty: 4198.877441
	Iteration 9Q: 3 clusters Score -573412.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -573436.375000 Penalty: 4198.877441
	Iteration 10Q: 3 clusters Score -573436.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -573469.062500 Penalty: 4198.877441
	Iteration 11Q: 3 clusters Score -573469.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -573495.187500 Penalty: 4198.877441
	Iteration 12Q: 3 clusters Score -573495.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -573525.062500 Penalty: 4198.877441
	Iteration 13Q: 3 clusters Score -573525.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -573552.687500 Penalty: 4198.877441
	Iteration 14Q: 3 clusters Score -573552.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -573581.375000 Penalty: 4198.877441
	Iteration 15Q: 3 clusters Score -573581.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -573611.187500 Penalty: 4198.877441
	Iteration 16Q: 3 clusters Score -573611.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -573640.875000 Penalty: 4198.877441
	Iteration 17Q: 3 clusters Score -573640.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -573680.062500 Penalty: 4198.877441
	Iteration 18Q: 3 clusters Score -573680.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -573735.000000 Penalty: 4198.877441
	Iteration 19Q: 3 clusters Score -573735 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -573792.625000 Penalty: 4198.877441
	Iteration 20F: 3 clusters Score -573792.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -573842.125000 Penalty: 4198.877441
	Iteration 21Q: 3 clusters Score -573842.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -573899.312500 Penalty: 4198.877441
	Iteration 22Q: 3 clusters Score -573899.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -573947.125000 Penalty: 4198.877441
	Iteration 23Q: 3 clusters Score -573947.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -573996.812500 Penalty: 4198.877441
	Iteration 24Q: 3 clusters Score -573996.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -574028.562500 Penalty: 4198.877441
	Iteration 25Q: 3 clusters Score -574028.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -574059.812500 Penalty: 4198.877441
	Iteration 26Q: 3 clusters Score -574059.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -574082.500000 Penalty: 4198.877441
	Iteration 27Q: 3 clusters Score -574082.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -574101.750000 Penalty: 4198.877441
	Iteration 28Q: 3 clusters Score -574101.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -574113.062500 Penalty: 4198.877441
	Iteration 29Q: 3 clusters Score -574113.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -574130.562500 Penalty: 4198.877441
	Iteration 30Q: 3 clusters Score -574130.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -574145.000000 Penalty: 4198.877441
	Iteration 31Q: 3 clusters Score -574145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -574159.000000 Penalty: 4198.877441
	Iteration 32Q: 3 clusters Score -574159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -574173.812500 Penalty: 4198.877441
	Iteration 33Q: 3 clusters Score -574173.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -574186.000000 Penalty: 4198.877441
	Iteration 34Q: 3 clusters Score -574186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -574200.812500 Penalty: 4198.877441
	Iteration 35Q: 3 clusters Score -574200.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -574213.062500 Penalty: 4198.877441
	Iteration 36Q: 3 clusters Score -574213.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -574220.812500 Penalty: 4198.877441
	Iteration 37Q: 3 clusters Score -574220.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -574227.437500 Penalty: 4198.877441
	Iteration 38Q: 3 clusters Score -574227.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -574231.625000 Penalty: 4198.877441
	Iteration 39Q: 3 clusters Score -574231.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -574238.875000 Penalty: 4198.877441
	Iteration 40F: 3 clusters Score -574238.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -574245.562500 Penalty: 4198.877441
	Iteration 41Q: 3 clusters Score -574245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -574251.812500 Penalty: 4198.877441
	Iteration 42Q: 3 clusters Score -574251.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -574255.187500 Penalty: 4198.877441
	Iteration 43Q: 3 clusters Score -574255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -574257.562500 Penalty: 4198.877441
	Iteration 44Q: 3 clusters Score -574257.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -574258.187500 Penalty: 4198.877441
	Iteration 45Q: 3 clusters Score -574258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -574260.625000 Penalty: 4198.877441
	Iteration 46Q: 3 clusters Score -574260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -574261.187500 Penalty: 4198.877441
	Iteration 47Q: 3 clusters Score -574261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -574261.750000 Penalty: 4198.877441
	Iteration 48Q: 3 clusters Score -574261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -574263.187500 Penalty: 4198.877441
	Iteration 49Q: 3 clusters Score -574263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -574263.750000 Penalty: 4198.877441
	Iteration 50Q: 3 clusters Score -574263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -574266.000000 Penalty: 4198.877441
	Iteration 51Q: 3 clusters Score -574266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -574266.562500 Penalty: 4198.877441
	Iteration 52Q: 3 clusters Score -574266.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -574269.500000 Penalty: 4198.877441
	Iteration 53Q: 3 clusters Score -574269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -574271.312500 Penalty: 4198.877441
	Iteration 54Q: 3 clusters Score -574271.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -574273.437500 Penalty: 4198.877441
	Iteration 55Q: 3 clusters Score -574273.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -574273.812500 Penalty: 4198.877441
	Iteration 56Q: 3 clusters Score -574273.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -574273.812500 Penalty: 4198.877441
	Iteration 57F: 3 clusters Score -574273.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Entering Unmasked Estep 
Score: -1397516.625000 Penalty: 2329.834229
	Iteration 0F: 2 clusters Score -1397517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1388579.625000 Penalty: 4659.668457
	Iteration 0F: 3 clusters Score -1388580 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1391353.625000 Penalty: 4659.668457
	Iteration 1F: 3 clusters Score -1391354 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1391745.000000 Penalty: 4659.668457
	Iteration 2F: 3 clusters Score -1391745 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1392135.625000 Penalty: 4659.668457
	Iteration 3F: 3 clusters Score -1392136 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1392630.375000 Penalty: 4659.668457
	Iteration 4F: 3 clusters Score -1392630 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1393164.750000 Penalty: 4659.668457
	Iteration 5F: 3 clusters Score -1393165 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1393766.250000 Penalty: 4659.668457
	Iteration 6F: 3 clusters Score -1393766 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1394327.000000 Penalty: 4659.668457
	Iteration 7F: 3 clusters Score -1394327 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1394821.750000 Penalty: 4659.668457
	Iteration 8F: 3 clusters Score -1394822 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1395181.625000 Penalty: 4659.668457
	Iteration 9Q: 3 clusters Score -1395182 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1395459.875000 Penalty: 4659.668457
	Iteration 10Q: 3 clusters Score -1395460 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1395658.625000 Penalty: 4659.668457
	Iteration 11Q: 3 clusters Score -1395659 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1395798.375000 Penalty: 4659.668457
	Iteration 12Q: 3 clusters Score -1395798 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1395897.750000 Penalty: 4659.668457
	Iteration 13Q: 3 clusters Score -1395898 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1395953.875000 Penalty: 4659.668457
	Iteration 14Q: 3 clusters Score -1395954 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1395998.500000 Penalty: 4659.668457
	Iteration 15Q: 3 clusters Score -1395998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1396026.500000 Penalty: 4659.668457
	Iteration 16Q: 3 clusters Score -1396026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1396057.500000 Penalty: 4659.668457
	Iteration 17Q: 3 clusters Score -1396058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1396076.250000 Penalty: 4659.668457
	Iteration 18Q: 3 clusters Score -1396076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1396098.625000 Penalty: 4659.668457
	Iteration 19Q: 3 clusters Score -1396099 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1396114.375000 Penalty: 4659.668457
	Iteration 20F: 3 clusters Score -1396114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1396126.125000 Penalty: 4659.668457
	Iteration 21Q: 3 clusters Score -1396126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1396136.000000 Penalty: 4659.668457
	Iteration 22Q: 3 clusters Score -1396136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1396146.500000 Penalty: 4659.668457
	Iteration 23Q: 3 clusters Score -1396146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1396151.500000 Penalty: 4659.668457
	Iteration 24Q: 3 clusters Score -1396152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1396154.500000 Penalty: 4659.668457
	Iteration 25Q: 3 clusters Score -1396154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1396158.000000 Penalty: 4659.668457
	Iteration 26Q: 3 clusters Score -1396158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1396163.875000 Penalty: 4659.668457
	Iteration 27Q: 3 clusters Score -1396164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1396164.500000 Penalty: 4659.668457
	Iteration 28Q: 3 clusters Score -1396164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1396166.375000 Penalty: 4659.668457
	Iteration 29Q: 3 clusters Score -1396166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1396172.250000 Penalty: 4659.668457
	Iteration 30Q: 3 clusters Score -1396172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1396179.125000 Penalty: 4659.668457
	Iteration 31Q: 3 clusters Score -1396179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1396178.000000 Penalty: 4659.668457
	Iteration 32Q: 3 clusters Score -1396178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1396179.875000 Penalty: 4659.668457
	Iteration 33Q: 3 clusters Score -1396180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1396181.500000 Penalty: 4659.668457
	Iteration 34Q: 3 clusters Score -1396182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1396182.500000 Penalty: 4659.668457
	Iteration 35Q: 3 clusters Score -1396182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1396181.500000 Penalty: 4659.668457
	Iteration 36Q: 3 clusters Score -1396182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1396182.125000 Penalty: 4659.668457
	Iteration 37Q: 3 clusters Score -1396182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1396181.625000 Penalty: 4659.668457
	Iteration 38Q: 3 clusters Score -1396182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1396181.125000 Penalty: 4659.668457
	Iteration 39Q: 3 clusters Score -1396181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1396181.125000 Penalty: 4659.668457
	Iteration 40F: 3 clusters Score -1396181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Entering Unmasked Estep 
Score: -6238163.000000 Penalty: 2696.841553
	Iteration 0F: 2 clusters Score -6238163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -6202670.000000 Penalty: 5393.683105
	Iteration 0F: 3 clusters Score -6202670 nChanged 24400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -6216498.500000 Penalty: 5393.683105
	Iteration 1F: 3 clusters Score -6216498 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -6217788.000000 Penalty: 5393.683105
	Iteration 2Q: 3 clusters Score -6217788 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -6219518.000000 Penalty: 5393.683105
	Iteration 3F: 3 clusters Score -6219518 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -6221678.000000 Penalty: 5393.683105
	Iteration 4F: 3 clusters Score -6221678 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -6224057.000000 Penalty: 5393.683105
	Iteration 5F: 3 clusters Score -6224057 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -6226395.000000 Penalty: 5393.683105
	Iteration 6F: 3 clusters Score -6226395 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -6228393.000000 Penalty: 5393.683105
	Iteration 7F: 3 clusters Score -6228393 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -6229965.500000 Penalty: 5393.683105
	Iteration 8F: 3 clusters Score -6229966 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -6231124.500000 Penalty: 5393.683105
	Iteration 9Q: 3 clusters Score -6231124 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -6231880.000000 Penalty: 5393.683105
	Iteration 10Q: 3 clusters Score -6231880 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -6232510.500000 Penalty: 5393.683105
	Iteration 11Q: 3 clusters Score -6232510 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -6233038.500000 Penalty: 5393.683105
	Iteration 12Q: 3 clusters Score -6233038 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -6233415.500000 Penalty: 5393.683105
	Iteration 13Q: 3 clusters Score -6233416 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -6233797.000000 Penalty: 5393.683105
	Iteration 14Q: 3 clusters Score -6233797 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -6234207.000000 Penalty: 5393.683105
	Iteration 15Q: 3 clusters Score -6234207 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -6234606.000000 Penalty: 5393.683105
	Iteration 16Q: 3 clusters Score -6234606 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -6235043.000000 Penalty: 5393.683105
	Iteration 17Q: 3 clusters Score -6235043 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -6235378.000000 Penalty: 5393.683105
	Iteration 18Q: 3 clusters Score -6235378 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -6235680.000000 Penalty: 5393.683105
	Iteration 19Q: 3 clusters Score -6235680 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -6235915.500000 Penalty: 5393.683105
	Iteration 20F: 3 clusters Score -6235916 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -6236171.000000 Penalty: 5393.683105
	Iteration 21Q: 3 clusters Score -6236171 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -6236377.500000 Penalty: 5393.683105
	Iteration 22Q: 3 clusters Score -6236378 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -6236537.000000 Penalty: 5393.683105
	Iteration 23Q: 3 clusters Score -6236537 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -6236733.000000 Penalty: 5393.683105
	Iteration 24Q: 3 clusters Score -6236733 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -6236859.500000 Penalty: 5393.683105
	Iteration 25Q: 3 clusters Score -6236860 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -6236985.500000 Penalty: 5393.683105
	Iteration 26Q: 3 clusters Score -6236986 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -6237069.500000 Penalty: 5393.683105
	Iteration 27Q: 3 clusters Score -6237070 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -6237160.500000 Penalty: 5393.683105
	Iteration 28Q: 3 clusters Score -6237160 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -6237250.000000 Penalty: 5393.683105
	Iteration 29Q: 3 clusters Score -6237250 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -6237324.000000 Penalty: 5393.683105
	Iteration 30Q: 3 clusters Score -6237324 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -6237344.500000 Penalty: 5393.683105
	Iteration 31Q: 3 clusters Score -6237344 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -6237367.500000 Penalty: 5393.683105
	Iteration 32Q: 3 clusters Score -6237368 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -6237396.500000 Penalty: 5393.683105
	Iteration 33Q: 3 clusters Score -6237396 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -6237417.500000 Penalty: 5393.683105
	Iteration 34Q: 3 clusters Score -6237418 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -6237430.000000 Penalty: 5393.683105
	Iteration 35Q: 3 clusters Score -6237430 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -6237471.000000 Penalty: 5393.683105
	Iteration 36Q: 3 clusters Score -6237471 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -6237475.000000 Penalty: 5393.683105
	Iteration 37Q: 3 clusters Score -6237475 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -6237489.000000 Penalty: 5393.683105
	Iteration 38Q: 3 clusters Score -6237489 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -6237493.000000 Penalty: 5393.683105
	Iteration 39Q: 3 clusters Score -6237493 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -6237505.000000 Penalty: 5393.683105
	Iteration 40F: 3 clusters Score -6237505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -6237508.500000 Penalty: 5393.683105
	Iteration 41Q: 3 clusters Score -6237508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -6237522.500000 Penalty: 5393.683105
	Iteration 42Q: 3 clusters Score -6237522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -6237521.500000 Penalty: 5393.683105
	Iteration 43Q: 3 clusters Score -6237522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -6237517.500000 Penalty: 5393.683105
	Iteration 44Q: 3 clusters Score -6237518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -6237534.500000 Penalty: 5393.683105
	Iteration 45Q: 3 clusters Score -6237534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -6237537.000000 Penalty: 5393.683105
	Iteration 46Q: 3 clusters Score -6237537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -6237542.000000 Penalty: 5393.683105
	Iteration 47Q: 3 clusters Score -6237542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -6237538.000000 Penalty: 5393.683105
	Iteration 48Q: 3 clusters Score -6237538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -6237529.000000 Penalty: 5393.683105
	Iteration 49Q: 3 clusters Score -6237529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -6237524.500000 Penalty: 5393.683105
	Iteration 50Q: 3 clusters Score -6237524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -6237523.500000 Penalty: 5393.683105
	Iteration 51Q: 3 clusters Score -6237524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -6237522.000000 Penalty: 5393.683105
	Iteration 52Q: 3 clusters Score -6237522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -6237524.500000 Penalty: 5393.683105
	Iteration 53Q: 3 clusters Score -6237524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -6237525.500000 Penalty: 5393.683105
	Iteration 54Q: 3 clusters Score -6237526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -6237518.500000 Penalty: 5393.683105
	Iteration 55Q: 3 clusters Score -6237518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -6237523.000000 Penalty: 5393.683105
	Iteration 56Q: 3 clusters Score -6237523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -6237529.000000 Penalty: 5393.683105
	Iteration 57Q: 3 clusters Score -6237529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -6237523.000000 Penalty: 5393.683105
	Iteration 58Q: 3 clusters Score -6237523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -6237525.000000 Penalty: 5393.683105
	Iteration 59Q: 3 clusters Score -6237525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -6237525.000000 Penalty: 5393.683105
	Iteration 60F: 3 clusters Score -6237525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215784 members 
Mstep: Class 2 contains 60645 members 
Mstep: Class 3 contains 9337 members 
Mstep: Class 4 contains 51131 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34722 members 
Mstep: Class 8 contains 14546 members 
Mstep: Class 9 contains 19861 members 
Mstep: Class 10 contains 35022 members 
Mstep: Class 11 contains 44271 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65325 members 
Mstep: Class 15 contains 163192 members 
Mstep: Class 16 contains 94550 members 
Mstep: Class 17 contains 4711 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 179713 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 214713 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 52805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038112.000000 Penalty: 97997.882812
Iteration 239Q: 29 clusters Score -1.560381e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215804 members 
Mstep: Class 2 contains 60620 members 
Mstep: Class 3 contains 9332 members 
Mstep: Class 4 contains 51154 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34722 members 
Mstep: Class 8 contains 14545 members 
Mstep: Class 9 contains 19863 members 
Mstep: Class 10 contains 35022 members 
Mstep: Class 11 contains 44270 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65328 members 
Mstep: Class 15 contains 163192 members 
Mstep: Class 16 contains 94547 members 
Mstep: Class 17 contains 4712 members 
Mstep: Class 18 contains 3945 members 
Mstep: Class 19 contains 179705 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 214693 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 12028 members 
Mstep: Class 28 contains 52812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038304.000000 Penalty: 97997.882812
Iteration 240F: 29 clusters Score -1.560383e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215817 members 
Mstep: Class 2 contains 60604 members 
Mstep: Class 3 contains 9333 members 
Mstep: Class 4 contains 51168 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34721 members 
Mstep: Class 8 contains 14545 members 
Mstep: Class 9 contains 19865 members 
Mstep: Class 10 contains 35016 members 
Mstep: Class 11 contains 44272 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65326 members 
Mstep: Class 15 contains 163194 members 
Mstep: Class 16 contains 94546 members 
Mstep: Class 17 contains 4712 members 
Mstep: Class 18 contains 3945 members 
Mstep: Class 19 contains 179705 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 214674 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 12036 members 
Mstep: Class 28 contains 52816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038400.000000 Penalty: 97997.882812
Iteration 241Q: 29 clusters Score -1.560384e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215823 members 
Mstep: Class 2 contains 60585 members 
Mstep: Class 3 contains 9333 members 
Mstep: Class 4 contains 51184 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34720 members 
Mstep: Class 8 contains 14545 members 
Mstep: Class 9 contains 19869 members 
Mstep: Class 10 contains 35015 members 
Mstep: Class 11 contains 44274 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65326 members 
Mstep: Class 15 contains 163195 members 
Mstep: Class 16 contains 94544 members 
Mstep: Class 17 contains 4712 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 179700 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 214663 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 12042 members 
Mstep: Class 28 contains 52821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038208.000000 Penalty: 97997.882812
Iteration 242Q: 29 clusters Score -1.560382e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215834 members 
Mstep: Class 2 contains 60563 members 
Mstep: Class 3 contains 9334 members 
Mstep: Class 4 contains 51204 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34720 members 
Mstep: Class 8 contains 14548 members 
Mstep: Class 9 contains 19866 members 
Mstep: Class 10 contains 35008 members 
Mstep: Class 11 contains 44272 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65328 members 
Mstep: Class 15 contains 163194 members 
Mstep: Class 16 contains 94542 members 
Mstep: Class 17 contains 4713 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 179705 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 214648 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 12043 members 
Mstep: Class 28 contains 52829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038144.000000 Penalty: 97997.882812
Iteration 243Q: 29 clusters Score -1.560381e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215850 members 
Mstep: Class 2 contains 60542 members 
Mstep: Class 3 contains 9336 members 
Mstep: Class 4 contains 51213 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34719 members 
Mstep: Class 8 contains 14550 members 
Mstep: Class 9 contains 19866 members 
Mstep: Class 10 contains 35003 members 
Mstep: Class 11 contains 44271 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65329 members 
Mstep: Class 15 contains 163194 members 
Mstep: Class 16 contains 94543 members 
Mstep: Class 17 contains 4712 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 179702 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214638 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 12049 members 
Mstep: Class 28 contains 52831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038320.000000 Penalty: 97997.882812
Iteration 244Q: 29 clusters Score -1.560383e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215862 members 
Mstep: Class 2 contains 60524 members 
Mstep: Class 3 contains 9339 members 
Mstep: Class 4 contains 51225 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34720 members 
Mstep: Class 8 contains 14550 members 
Mstep: Class 9 contains 19864 members 
Mstep: Class 10 contains 35000 members 
Mstep: Class 11 contains 44271 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65327 members 
Mstep: Class 15 contains 163191 members 
Mstep: Class 16 contains 94543 members 
Mstep: Class 17 contains 4711 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 179705 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214629 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 12054 members 
Mstep: Class 28 contains 52832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038208.000000 Penalty: 97997.882812
Iteration 245Q: 29 clusters Score -1.560382e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215875 members 
Mstep: Class 2 contains 60511 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 51239 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34723 members 
Mstep: Class 8 contains 14550 members 
Mstep: Class 9 contains 19863 members 
Mstep: Class 10 contains 34996 members 
Mstep: Class 11 contains 44270 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65322 members 
Mstep: Class 15 contains 163193 members 
Mstep: Class 16 contains 94542 members 
Mstep: Class 17 contains 4710 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 179700 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214617 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12059 members 
Mstep: Class 28 contains 52835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038160.000000 Penalty: 97997.882812
Iteration 246Q: 29 clusters Score -1.560382e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215883 members 
Mstep: Class 2 contains 60497 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51261 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34723 members 
Mstep: Class 8 contains 14552 members 
Mstep: Class 9 contains 19862 members 
Mstep: Class 10 contains 34996 members 
Mstep: Class 11 contains 44269 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65320 members 
Mstep: Class 15 contains 163196 members 
Mstep: Class 16 contains 94542 members 
Mstep: Class 17 contains 4710 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 179699 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214594 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12066 members 
Mstep: Class 28 contains 52836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038272.000000 Penalty: 97997.882812
Iteration 247Q: 29 clusters Score -1.560383e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215883 members 
Mstep: Class 2 contains 60488 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51281 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34725 members 
Mstep: Class 8 contains 14553 members 
Mstep: Class 9 contains 19862 members 
Mstep: Class 10 contains 34999 members 
Mstep: Class 11 contains 44270 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65320 members 
Mstep: Class 15 contains 163198 members 
Mstep: Class 16 contains 94542 members 
Mstep: Class 17 contains 4710 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 179696 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214574 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12070 members 
Mstep: Class 28 contains 52835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038160.000000 Penalty: 97997.882812
Iteration 248Q: 29 clusters Score -1.560382e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215888 members 
Mstep: Class 2 contains 60473 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51298 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34726 members 
Mstep: Class 8 contains 14555 members 
Mstep: Class 9 contains 19857 members 
Mstep: Class 10 contains 34996 members 
Mstep: Class 11 contains 44271 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65320 members 
Mstep: Class 15 contains 163204 members 
Mstep: Class 16 contains 94543 members 
Mstep: Class 17 contains 4709 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 179698 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214558 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12075 members 
Mstep: Class 28 contains 52835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038192.000000 Penalty: 97997.882812
Iteration 249Q: 29 clusters Score -1.560382e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215894 members 
Mstep: Class 2 contains 60458 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51310 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34727 members 
Mstep: Class 8 contains 14556 members 
Mstep: Class 9 contains 19857 members 
Mstep: Class 10 contains 34996 members 
Mstep: Class 11 contains 44269 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65319 members 
Mstep: Class 15 contains 163207 members 
Mstep: Class 16 contains 94543 members 
Mstep: Class 17 contains 4707 members 
Mstep: Class 18 contains 3945 members 
Mstep: Class 19 contains 179699 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214547 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038288.000000 Penalty: 97997.882812
Iteration 250Q: 29 clusters Score -1.560383e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215897 members 
Mstep: Class 2 contains 60447 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51331 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20599 members 
Mstep: Class 7 contains 34728 members 
Mstep: Class 8 contains 14557 members 
Mstep: Class 9 contains 19855 members 
Mstep: Class 10 contains 34998 members 
Mstep: Class 11 contains 44269 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65320 members 
Mstep: Class 15 contains 163208 members 
Mstep: Class 16 contains 94545 members 
Mstep: Class 17 contains 4706 members 
Mstep: Class 18 contains 3947 members 
Mstep: Class 19 contains 179702 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214522 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12081 members 
Mstep: Class 28 contains 52836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038384.000000 Penalty: 97997.882812
Iteration 251Q: 29 clusters Score -1.560384e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215895 members 
Mstep: Class 2 contains 60438 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51356 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20599 members 
Mstep: Class 7 contains 34726 members 
Mstep: Class 8 contains 14559 members 
Mstep: Class 9 contains 19855 members 
Mstep: Class 10 contains 34997 members 
Mstep: Class 11 contains 44271 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65324 members 
Mstep: Class 15 contains 163211 members 
Mstep: Class 16 contains 94545 members 
Mstep: Class 17 contains 4706 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179701 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214501 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12079 members 
Mstep: Class 28 contains 52836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038432.000000 Penalty: 97997.882812
Iteration 252Q: 29 clusters Score -1.560384e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215898 members 
Mstep: Class 2 contains 60426 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51380 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34725 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19853 members 
Mstep: Class 10 contains 34997 members 
Mstep: Class 11 contains 44269 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65326 members 
Mstep: Class 15 contains 163215 members 
Mstep: Class 16 contains 94545 members 
Mstep: Class 17 contains 4706 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 179698 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214484 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12078 members 
Mstep: Class 28 contains 52837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038592.000000 Penalty: 97997.882812
Iteration 253Q: 29 clusters Score -1.560386e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215903 members 
Mstep: Class 2 contains 60417 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51414 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34724 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19852 members 
Mstep: Class 10 contains 34998 members 
Mstep: Class 11 contains 44268 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65327 members 
Mstep: Class 15 contains 163213 members 
Mstep: Class 16 contains 94544 members 
Mstep: Class 17 contains 4706 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 179694 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214459 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038480.000000 Penalty: 97997.882812
Iteration 254Q: 29 clusters Score -1.560385e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215908 members 
Mstep: Class 2 contains 60408 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51442 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34725 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19851 members 
Mstep: Class 10 contains 34999 members 
Mstep: Class 11 contains 44268 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65327 members 
Mstep: Class 15 contains 163207 members 
Mstep: Class 16 contains 94543 members 
Mstep: Class 17 contains 4706 members 
Mstep: Class 18 contains 3953 members 
Mstep: Class 19 contains 179695 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214441 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038656.000000 Penalty: 97997.882812
Iteration 255Q: 29 clusters Score -1.560387e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215906 members 
Mstep: Class 2 contains 60395 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51464 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34725 members 
Mstep: Class 8 contains 14563 members 
Mstep: Class 9 contains 19850 members 
Mstep: Class 10 contains 34999 members 
Mstep: Class 11 contains 44267 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65334 members 
Mstep: Class 15 contains 163208 members 
Mstep: Class 16 contains 94543 members 
Mstep: Class 17 contains 4705 members 
Mstep: Class 18 contains 3954 members 
Mstep: Class 19 contains 179699 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214423 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038656.000000 Penalty: 97997.882812
Iteration 256Q: 29 clusters Score -1.560387e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215906 members 
Mstep: Class 2 contains 60380 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51492 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34725 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19849 members 
Mstep: Class 10 contains 34998 members 
Mstep: Class 11 contains 44266 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65339 members 
Mstep: Class 15 contains 163209 members 
Mstep: Class 16 contains 94544 members 
Mstep: Class 17 contains 4704 members 
Mstep: Class 18 contains 3955 members 
Mstep: Class 19 contains 179701 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214403 members 
Mstep: Class 25 contains 5818 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038672.000000 Penalty: 97997.882812
Iteration 257Q: 29 clusters Score -1.560387e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215905 members 
Mstep: Class 2 contains 60373 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51534 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34724 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19849 members 
Mstep: Class 10 contains 34996 members 
Mstep: Class 11 contains 44266 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65339 members 
Mstep: Class 15 contains 163206 members 
Mstep: Class 16 contains 94546 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 3956 members 
Mstep: Class 19 contains 179699 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214373 members 
Mstep: Class 25 contains 5818 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038608.000000 Penalty: 97997.882812
Iteration 258Q: 29 clusters Score -1.560386e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215902 members 
Mstep: Class 2 contains 60371 members 
Mstep: Class 3 contains 9339 members 
Mstep: Class 4 contains 51567 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34725 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19850 members 
Mstep: Class 10 contains 34994 members 
Mstep: Class 11 contains 44266 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65339 members 
Mstep: Class 15 contains 163207 members 
Mstep: Class 16 contains 94544 members 
Mstep: Class 17 contains 4701 members 
Mstep: Class 18 contains 3956 members 
Mstep: Class 19 contains 179697 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214348 members 
Mstep: Class 25 contains 5818 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038752.000000 Penalty: 97997.882812
Iteration 259Q: 29 clusters Score -1.560388e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215904 members 
Mstep: Class 2 contains 60363 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 51601 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34723 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19850 members 
Mstep: Class 10 contains 34995 members 
Mstep: Class 11 contains 44264 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65338 members 
Mstep: Class 15 contains 163206 members 
Mstep: Class 16 contains 94544 members 
Mstep: Class 17 contains 4698 members 
Mstep: Class 18 contains 3956 members 
Mstep: Class 19 contains 179697 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214324 members 
Mstep: Class 25 contains 5818 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038720.000000 Penalty: 97997.882812
Iteration 260F: 29 clusters Score -1.560387e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215905 members 
Mstep: Class 2 contains 60350 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 51638 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34723 members 
Mstep: Class 8 contains 14561 members 
Mstep: Class 9 contains 19850 members 
Mstep: Class 10 contains 34996 members 
Mstep: Class 11 contains 44264 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65339 members 
Mstep: Class 15 contains 163210 members 
Mstep: Class 16 contains 94545 members 
Mstep: Class 17 contains 4694 members 
Mstep: Class 18 contains 3957 members 
Mstep: Class 19 contains 179694 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214297 members 
Mstep: Class 25 contains 5818 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038608.000000 Penalty: 97997.882812
Iteration 261Q: 29 clusters Score -1.560386e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215908 members 
Mstep: Class 2 contains 60342 members 
Mstep: Class 3 contains 9342 members 
Mstep: Class 4 contains 51678 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34722 members 
Mstep: Class 8 contains 14560 members 
Mstep: Class 9 contains 19849 members 
Mstep: Class 10 contains 34991 members 
Mstep: Class 11 contains 44262 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65342 members 
Mstep: Class 15 contains 163212 members 
Mstep: Class 16 contains 94545 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3956 members 
Mstep: Class 19 contains 179691 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214269 members 
Mstep: Class 25 contains 5819 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038672.000000 Penalty: 97997.882812
Iteration 262Q: 29 clusters Score -1.560387e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215909 members 
Mstep: Class 2 contains 60334 members 
Mstep: Class 3 contains 9342 members 
Mstep: Class 4 contains 51714 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34724 members 
Mstep: Class 8 contains 14560 members 
Mstep: Class 9 contains 19850 members 
Mstep: Class 10 contains 34991 members 
Mstep: Class 11 contains 44258 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65342 members 
Mstep: Class 15 contains 163211 members 
Mstep: Class 16 contains 94544 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3955 members 
Mstep: Class 19 contains 179687 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214245 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038768.000000 Penalty: 97997.882812
Iteration 263Q: 29 clusters Score -1.560388e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215902 members 
Mstep: Class 2 contains 60330 members 
Mstep: Class 3 contains 9342 members 
Mstep: Class 4 contains 51767 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34725 members 
Mstep: Class 8 contains 14560 members 
Mstep: Class 9 contains 19851 members 
Mstep: Class 10 contains 34989 members 
Mstep: Class 11 contains 44262 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65343 members 
Mstep: Class 15 contains 163210 members 
Mstep: Class 16 contains 94543 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3953 members 
Mstep: Class 19 contains 179685 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214205 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038800.000000 Penalty: 97997.882812
Iteration 264Q: 29 clusters Score -1.560388e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215891 members 
Mstep: Class 2 contains 60320 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 51820 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34730 members 
Mstep: Class 8 contains 14559 members 
Mstep: Class 9 contains 19850 members 
Mstep: Class 10 contains 34987 members 
Mstep: Class 11 contains 44266 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65344 members 
Mstep: Class 15 contains 163211 members 
Mstep: Class 16 contains 94544 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3953 members 
Mstep: Class 19 contains 179685 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214164 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038720.000000 Penalty: 97997.882812
Iteration 265Q: 29 clusters Score -1.560387e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215888 members 
Mstep: Class 2 contains 60308 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51864 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34730 members 
Mstep: Class 8 contains 14559 members 
Mstep: Class 9 contains 19850 members 
Mstep: Class 10 contains 34988 members 
Mstep: Class 11 contains 44270 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65346 members 
Mstep: Class 15 contains 163214 members 
Mstep: Class 16 contains 94543 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 179679 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214137 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12079 members 
Mstep: Class 28 contains 52847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038672.000000 Penalty: 97997.882812
Iteration 266Q: 29 clusters Score -1.560387e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215889 members 
Mstep: Class 2 contains 60296 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 51894 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34731 members 
Mstep: Class 8 contains 14558 members 
Mstep: Class 9 contains 19851 members 
Mstep: Class 10 contains 34988 members 
Mstep: Class 11 contains 44273 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65350 members 
Mstep: Class 15 contains 163216 members 
Mstep: Class 16 contains 94543 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 179673 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214115 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12078 members 
Mstep: Class 28 contains 52846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038688.000000 Penalty: 97997.882812
Iteration 267Q: 29 clusters Score -1.560387e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215888 members 
Mstep: Class 2 contains 60282 members 
Mstep: Class 3 contains 9342 members 
Mstep: Class 4 contains 51929 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20593 members 
Mstep: Class 7 contains 34730 members 
Mstep: Class 8 contains 14558 members 
Mstep: Class 9 contains 19853 members 
Mstep: Class 10 contains 34985 members 
Mstep: Class 11 contains 44277 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65353 members 
Mstep: Class 15 contains 163214 members 
Mstep: Class 16 contains 94545 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 179670 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214094 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12078 members 
Mstep: Class 28 contains 52845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038800.000000 Penalty: 97997.882812
Iteration 268Q: 29 clusters Score -1.560388e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215892 members 
Mstep: Class 2 contains 60270 members 
Mstep: Class 3 contains 9342 members 
Mstep: Class 4 contains 51963 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20593 members 
Mstep: Class 7 contains 34730 members 
Mstep: Class 8 contains 14560 members 
Mstep: Class 9 contains 19855 members 
Mstep: Class 10 contains 34979 members 
Mstep: Class 11 contains 44275 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65354 members 
Mstep: Class 15 contains 163211 members 
Mstep: Class 16 contains 94546 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 179669 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214076 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 52844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038864.000000 Penalty: 97997.882812
Iteration 269Q: 29 clusters Score -1.560389e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215895 members 
Mstep: Class 2 contains 60257 members 
Mstep: Class 3 contains 9342 members 
Mstep: Class 4 contains 51994 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20593 members 
Mstep: Class 7 contains 34731 members 
Mstep: Class 8 contains 14561 members 
Mstep: Class 9 contains 19856 members 
Mstep: Class 10 contains 34978 members 
Mstep: Class 11 contains 44276 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65354 members 
Mstep: Class 15 contains 163208 members 
Mstep: Class 16 contains 94546 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 179669 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214059 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12075 members 
Mstep: Class 28 contains 52843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038816.000000 Penalty: 97997.882812
Iteration 270Q: 29 clusters Score -1.560388e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215901 members 
Mstep: Class 2 contains 60245 members 
Mstep: Class 3 contains 9343 members 
Mstep: Class 4 contains 52016 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 20593 members 
Mstep: Class 7 contains 34728 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19855 members 
Mstep: Class 10 contains 34979 members 
Mstep: Class 11 contains 44276 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65353 members 
Mstep: Class 15 contains 163205 members 
Mstep: Class 16 contains 94547 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 179666 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214051 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12075 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038768.000000 Penalty: 97997.882812
Iteration 271Q: 29 clusters Score -1.560388e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215906 members 
Mstep: Class 2 contains 60235 members 
Mstep: Class 3 contains 9342 members 
Mstep: Class 4 contains 52031 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34730 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19852 members 
Mstep: Class 10 contains 34978 members 
Mstep: Class 11 contains 44275 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65355 members 
Mstep: Class 15 contains 163205 members 
Mstep: Class 16 contains 94548 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 179666 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214042 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12075 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038832.000000 Penalty: 97997.882812
Iteration 272Q: 29 clusters Score -1.560388e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215919 members 
Mstep: Class 2 contains 60227 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 52036 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34729 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19847 members 
Mstep: Class 10 contains 34976 members 
Mstep: Class 11 contains 44276 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65356 members 
Mstep: Class 15 contains 163206 members 
Mstep: Class 16 contains 94547 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 179664 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214040 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12076 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038768.000000 Penalty: 97997.882812
Iteration 273Q: 29 clusters Score -1.560388e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215921 members 
Mstep: Class 2 contains 60222 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 52049 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34728 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34974 members 
Mstep: Class 11 contains 44276 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65357 members 
Mstep: Class 15 contains 163208 members 
Mstep: Class 16 contains 94548 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179669 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214031 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12075 members 
Mstep: Class 28 contains 52839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038816.000000 Penalty: 97997.882812
Iteration 274Q: 29 clusters Score -1.560388e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215927 members 
Mstep: Class 2 contains 60213 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 52052 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 34727 members 
Mstep: Class 8 contains 14563 members 
Mstep: Class 9 contains 19845 members 
Mstep: Class 10 contains 34972 members 
Mstep: Class 11 contains 44276 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65356 members 
Mstep: Class 15 contains 163208 members 
Mstep: Class 16 contains 94548 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179672 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214031 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12075 members 
Mstep: Class 28 contains 52839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038832.000000 Penalty: 97997.882812
Iteration 275Q: 29 clusters Score -1.560388e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215935 members 
Mstep: Class 2 contains 60199 members 
Mstep: Class 3 contains 9343 members 
Mstep: Class 4 contains 52059 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20595 members 
Mstep: Class 7 contains 34728 members 
Mstep: Class 8 contains 14563 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34972 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65359 members 
Mstep: Class 15 contains 163207 members 
Mstep: Class 16 contains 94548 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179672 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214022 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12075 members 
Mstep: Class 28 contains 52837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038880.000000 Penalty: 97997.882812
Iteration 276Q: 29 clusters Score -1.560389e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215940 members 
Mstep: Class 2 contains 60189 members 
Mstep: Class 3 contains 9344 members 
Mstep: Class 4 contains 52063 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34731 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34971 members 
Mstep: Class 11 contains 44277 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65360 members 
Mstep: Class 15 contains 163205 members 
Mstep: Class 16 contains 94548 members 
Mstep: Class 17 contains 4698 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179670 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214023 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12075 members 
Mstep: Class 28 contains 52837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038816.000000 Penalty: 97997.882812
Iteration 277Q: 29 clusters Score -1.560388e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215952 members 
Mstep: Class 2 contains 60173 members 
Mstep: Class 3 contains 9344 members 
Mstep: Class 4 contains 52071 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34733 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34969 members 
Mstep: Class 11 contains 44274 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65363 members 
Mstep: Class 15 contains 163207 members 
Mstep: Class 16 contains 94547 members 
Mstep: Class 17 contains 4700 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179669 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214017 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12075 members 
Mstep: Class 28 contains 52837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038800.000000 Penalty: 97997.882812
Iteration 278Q: 29 clusters Score -1.560388e+08 nChanged 41
Entering ConstructFrom: 
Score: -156038800.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (215961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215961 members 
Entering Unmasked Estep 
Score: -25546136.000000 Penalty: 3046.147461
	Iteration 0F: 2 clusters Score -2.554614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108276 members 
Mstep: Class 2 contains 107685 members 
Entering Unmasked Estep 
Score: -25410474.000000 Penalty: 6092.294922
	Iteration 0F: 3 clusters Score -2.541047e+07 nChanged 104012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113850 members 
Mstep: Class 2 contains 102111 members 
Entering Unmasked Estep 
Score: -25471198.000000 Penalty: 6092.294922
	Iteration 1F: 3 clusters Score -2.54712e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117411 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -25472994.000000 Penalty: 6092.294922
	Iteration 2Q: 3 clusters Score -2.547299e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123041 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -25475582.000000 Penalty: 6092.294922
	Iteration 3Q: 3 clusters Score -2.547558e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131664 members 
Mstep: Class 2 contains 84297 members 
Entering Unmasked Estep 
Score: -25479768.000000 Penalty: 6092.294922
	Iteration 4Q: 3 clusters Score -2.547977e+07 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144133 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -25487804.000000 Penalty: 6092.294922
	Iteration 5F: 3 clusters Score -2.54878e+07 nChanged 17002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160689 members 
Mstep: Class 2 contains 55272 members 
Entering Unmasked Estep 
Score: -25500470.000000 Penalty: 6092.294922
	Iteration 6F: 3 clusters Score -2.550047e+07 nChanged 18805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179296 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -25516702.000000 Penalty: 6092.294922
	Iteration 7F: 3 clusters Score -2.55167e+07 nChanged 15812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195004 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -25530040.000000 Penalty: 6092.294922
	Iteration 8F: 3 clusters Score -2.553004e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204187 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -25537640.000000 Penalty: 6092.294922
	Iteration 9Q: 3 clusters Score -2.553764e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208240 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -25541650.000000 Penalty: 6092.294922
	Iteration 10Q: 3 clusters Score -2.554165e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209627 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -25543426.000000 Penalty: 6092.294922
	Iteration 11Q: 3 clusters Score -2.554343e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210067 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -25544382.000000 Penalty: 6092.294922
	Iteration 12Q: 3 clusters Score -2.554438e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210226 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -25544760.000000 Penalty: 6092.294922
	Iteration 13Q: 3 clusters Score -2.554476e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210304 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -25544864.000000 Penalty: 6092.294922
	Iteration 14Q: 3 clusters Score -2.554486e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210347 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -25544902.000000 Penalty: 6092.294922
	Iteration 15Q: 3 clusters Score -2.55449e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210358 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -25544916.000000 Penalty: 6092.294922
	Iteration 16Q: 3 clusters Score -2.554492e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210381 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -25544894.000000 Penalty: 6092.294922
	Iteration 17Q: 3 clusters Score -2.554489e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210406 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -25544906.000000 Penalty: 6092.294922
	Iteration 18Q: 3 clusters Score -2.554491e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210416 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -25544892.000000 Penalty: 6092.294922
	Iteration 19Q: 3 clusters Score -2.554489e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210419 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -25544880.000000 Penalty: 6092.294922
	Iteration 20F: 3 clusters Score -2.554488e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210421 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -25544892.000000 Penalty: 6092.294922
	Iteration 21Q: 3 clusters Score -2.554489e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210417 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -25544908.000000 Penalty: 6092.294922
	Iteration 22Q: 3 clusters Score -2.554491e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210422 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -25544930.000000 Penalty: 6092.294922
	Iteration 23Q: 3 clusters Score -2.554493e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210422 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -25544924.000000 Penalty: 6092.294922
	Iteration 24Q: 3 clusters Score -2.554492e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210421 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -25544930.000000 Penalty: 6092.294922
	Iteration 25Q: 3 clusters Score -2.554493e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210417 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -25544950.000000 Penalty: 6092.294922
	Iteration 26Q: 3 clusters Score -2.554495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210414 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -25544944.000000 Penalty: 6092.294922
	Iteration 27Q: 3 clusters Score -2.554494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210407 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -25544986.000000 Penalty: 6092.294922
	Iteration 28Q: 3 clusters Score -2.554499e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210409 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -25544982.000000 Penalty: 6092.294922
	Iteration 29Q: 3 clusters Score -2.554498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210402 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -25544964.000000 Penalty: 6092.294922
	Iteration 30Q: 3 clusters Score -2.554496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210396 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -25544968.000000 Penalty: 6092.294922
	Iteration 31Q: 3 clusters Score -2.554497e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210397 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -25544976.000000 Penalty: 6092.294922
	Iteration 32Q: 3 clusters Score -2.554498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210393 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -25544984.000000 Penalty: 6092.294922
	Iteration 33Q: 3 clusters Score -2.554498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210388 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -25544974.000000 Penalty: 6092.294922
	Iteration 34Q: 3 clusters Score -2.554497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210386 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -25544996.000000 Penalty: 6092.294922
	Iteration 35Q: 3 clusters Score -2.5545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210379 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -25545004.000000 Penalty: 6092.294922
	Iteration 36Q: 3 clusters Score -2.5545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210379 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -25544996.000000 Penalty: 6092.294922
	Iteration 37Q: 3 clusters Score -2.5545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210372 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -25544988.000000 Penalty: 6092.294922
	Iteration 38Q: 3 clusters Score -2.554499e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210370 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -25545010.000000 Penalty: 6092.294922
	Iteration 39Q: 3 clusters Score -2.554501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210365 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -25545002.000000 Penalty: 6092.294922
	Iteration 40F: 3 clusters Score -2.5545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210357 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -25545002.000000 Penalty: 6092.294922
	Iteration 41Q: 3 clusters Score -2.5545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210351 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -25544984.000000 Penalty: 6092.294922
	Iteration 42Q: 3 clusters Score -2.554498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210350 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -25544992.000000 Penalty: 6092.294922
	Iteration 43Q: 3 clusters Score -2.554499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210348 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -25544988.000000 Penalty: 6092.294922
	Iteration 44Q: 3 clusters Score -2.554499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210346 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -25544992.000000 Penalty: 6092.294922
	Iteration 45Q: 3 clusters Score -2.554499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210345 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -25544996.000000 Penalty: 6092.294922
	Iteration 46Q: 3 clusters Score -2.5545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210343 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -25545004.000000 Penalty: 6092.294922
	Iteration 47Q: 3 clusters Score -2.5545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210341 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -25544990.000000 Penalty: 6092.294922
	Iteration 48Q: 3 clusters Score -2.554499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210338 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -25545004.000000 Penalty: 6092.294922
	Iteration 49Q: 3 clusters Score -2.5545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210339 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -25545000.000000 Penalty: 6092.294922
	Iteration 50Q: 3 clusters Score -2.5545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210337 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -25545002.000000 Penalty: 6092.294922
	Iteration 51Q: 3 clusters Score -2.5545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210336 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -25544992.000000 Penalty: 6092.294922
	Iteration 52Q: 3 clusters Score -2.554499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210335 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -25544986.000000 Penalty: 6092.294922
	Iteration 53Q: 3 clusters Score -2.554499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210335 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -25544986.000000 Penalty: 6092.294922
	Iteration 54F: 3 clusters Score -2.554499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Entering Unmasked Estep 
Score: -7156517.500000 Penalty: 2729.156494
	Iteration 0F: 2 clusters Score -7156518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -7116296.500000 Penalty: 5458.312988
	Iteration 0F: 3 clusters Score -7116296 nChanged 27989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -7131817.000000 Penalty: 5458.312988
	Iteration 1F: 3 clusters Score -7131817 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -7132708.000000 Penalty: 5458.312988
	Iteration 2Q: 3 clusters Score -7132708 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -7133859.000000 Penalty: 5458.312988
	Iteration 3Q: 3 clusters Score -7133859 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -7135696.500000 Penalty: 5458.312988
	Iteration 4F: 3 clusters Score -7135696 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -7138689.500000 Penalty: 5458.312988
	Iteration 5F: 3 clusters Score -7138690 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -7142828.000000 Penalty: 5458.312988
	Iteration 6F: 3 clusters Score -7142828 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -7147274.500000 Penalty: 5458.312988
	Iteration 7F: 3 clusters Score -7147274 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -7150509.500000 Penalty: 5458.312988
	Iteration 8F: 3 clusters Score -7150510 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -7152075.000000 Penalty: 5458.312988
	Iteration 9Q: 3 clusters Score -7152075 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -7152712.000000 Penalty: 5458.312988
	Iteration 10Q: 3 clusters Score -7152712 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -7152984.000000 Penalty: 5458.312988
	Iteration 11Q: 3 clusters Score -7152984 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -7153139.500000 Penalty: 5458.312988
	Iteration 12Q: 3 clusters Score -7153140 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -7153270.000000 Penalty: 5458.312988
	Iteration 13Q: 3 clusters Score -7153270 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -7153370.500000 Penalty: 5458.312988
	Iteration 14Q: 3 clusters Score -7153370 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -7153446.500000 Penalty: 5458.312988
	Iteration 15Q: 3 clusters Score -7153446 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -7153540.000000 Penalty: 5458.312988
	Iteration 16Q: 3 clusters Score -7153540 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -7153625.500000 Penalty: 5458.312988
	Iteration 17Q: 3 clusters Score -7153626 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -7153706.500000 Penalty: 5458.312988
	Iteration 18Q: 3 clusters Score -7153706 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -7153746.500000 Penalty: 5458.312988
	Iteration 19Q: 3 clusters Score -7153746 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -7153803.000000 Penalty: 5458.312988
	Iteration 20F: 3 clusters Score -7153803 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -7153859.500000 Penalty: 5458.312988
	Iteration 21Q: 3 clusters Score -7153860 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -7153912.000000 Penalty: 5458.312988
	Iteration 22Q: 3 clusters Score -7153912 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -7153959.000000 Penalty: 5458.312988
	Iteration 23Q: 3 clusters Score -7153959 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -7154009.000000 Penalty: 5458.312988
	Iteration 24Q: 3 clusters Score -7154009 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -7154058.500000 Penalty: 5458.312988
	Iteration 25Q: 3 clusters Score -7154058 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -7154116.000000 Penalty: 5458.312988
	Iteration 26Q: 3 clusters Score -7154116 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -7154156.000000 Penalty: 5458.312988
	Iteration 27Q: 3 clusters Score -7154156 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -7154201.000000 Penalty: 5458.312988
	Iteration 28Q: 3 clusters Score -7154201 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -7154238.000000 Penalty: 5458.312988
	Iteration 29Q: 3 clusters Score -7154238 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -7154226.000000 Penalty: 5458.312988
	Iteration 30Q: 3 clusters Score -7154226 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -7154260.500000 Penalty: 5458.312988
	Iteration 31Q: 3 clusters Score -7154260 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -7154290.500000 Penalty: 5458.312988
	Iteration 32Q: 3 clusters Score -7154290 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -7154330.500000 Penalty: 5458.312988
	Iteration 33Q: 3 clusters Score -7154330 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -7154360.000000 Penalty: 5458.312988
	Iteration 34Q: 3 clusters Score -7154360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -7154376.500000 Penalty: 5458.312988
	Iteration 35Q: 3 clusters Score -7154376 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -7154381.000000 Penalty: 5458.312988
	Iteration 36Q: 3 clusters Score -7154381 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -7154413.000000 Penalty: 5458.312988
	Iteration 37Q: 3 clusters Score -7154413 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -7154420.000000 Penalty: 5458.312988
	Iteration 38Q: 3 clusters Score -7154420 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -7154440.500000 Penalty: 5458.312988
	Iteration 39Q: 3 clusters Score -7154440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -7154447.000000 Penalty: 5458.312988
	Iteration 40F: 3 clusters Score -7154447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -7154475.000000 Penalty: 5458.312988
	Iteration 41Q: 3 clusters Score -7154475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -7154471.000000 Penalty: 5458.312988
	Iteration 42Q: 3 clusters Score -7154471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -7154489.000000 Penalty: 5458.312988
	Iteration 43Q: 3 clusters Score -7154489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -7154501.000000 Penalty: 5458.312988
	Iteration 44Q: 3 clusters Score -7154501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -7154506.000000 Penalty: 5458.312988
	Iteration 45Q: 3 clusters Score -7154506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -7154502.500000 Penalty: 5458.312988
	Iteration 46Q: 3 clusters Score -7154502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -7154508.000000 Penalty: 5458.312988
	Iteration 47Q: 3 clusters Score -7154508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -7154509.000000 Penalty: 5458.312988
	Iteration 48Q: 3 clusters Score -7154509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -7154512.000000 Penalty: 5458.312988
	Iteration 49Q: 3 clusters Score -7154512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56847 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7154516.000000 Penalty: 5458.312988
	Iteration 50Q: 3 clusters Score -7154516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7154519.000000 Penalty: 5458.312988
	Iteration 51Q: 3 clusters Score -7154519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -7154519.000000 Penalty: 5458.312988
	Iteration 52Q: 3 clusters Score -7154519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -7154519.500000 Penalty: 5458.312988
	Iteration 53Q: 3 clusters Score -7154520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -7154510.500000 Penalty: 5458.312988
	Iteration 54Q: 3 clusters Score -7154510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7154516.500000 Penalty: 5458.312988
	Iteration 55Q: 3 clusters Score -7154516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -7154516.000000 Penalty: 5458.312988
	Iteration 56Q: 3 clusters Score -7154516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -7154512.000000 Penalty: 5458.312988
	Iteration 57Q: 3 clusters Score -7154512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -7154507.000000 Penalty: 5458.312988
	Iteration 58Q: 3 clusters Score -7154507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -7154515.500000 Penalty: 5458.312988
	Iteration 59Q: 3 clusters Score -7154516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -7154508.500000 Penalty: 5458.312988
	Iteration 60F: 3 clusters Score -7154508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Entering Unmasked Estep 
Score: -1007089.625000 Penalty: 2267.364014
	Iteration 0F: 2 clusters Score -1007090 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 4641 members 
Entering Unmasked Estep 
Score: -999793.875000 Penalty: 4534.728027
	Iteration 0F: 3 clusters Score -999793.9 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1001995.187500 Penalty: 4534.728027
	Iteration 1F: 3 clusters Score -1001995 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1002468.562500 Penalty: 4534.728027
	Iteration 2F: 3 clusters Score -1002469 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1002955.375000 Penalty: 4534.728027
	Iteration 3F: 3 clusters Score -1002955 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1003475.687500 Penalty: 4534.728027
	Iteration 4F: 3 clusters Score -1003476 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1003885.500000 Penalty: 4534.728027
	Iteration 5F: 3 clusters Score -1003886 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1004192.437500 Penalty: 4534.728027
	Iteration 6F: 3 clusters Score -1004192 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1004440.250000 Penalty: 4534.728027
	Iteration 7Q: 3 clusters Score -1004440 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1004646.437500 Penalty: 4534.728027
	Iteration 8Q: 3 clusters Score -1004646 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1004811.875000 Penalty: 4534.728027
	Iteration 9Q: 3 clusters Score -1004812 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1004959.875000 Penalty: 4534.728027
	Iteration 10Q: 3 clusters Score -1004960 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1005101.812500 Penalty: 4534.728027
	Iteration 11Q: 3 clusters Score -1005102 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1005246.750000 Penalty: 4534.728027
	Iteration 12Q: 3 clusters Score -1005247 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1005390.687500 Penalty: 4534.728027
	Iteration 13Q: 3 clusters Score -1005391 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1005529.250000 Penalty: 4534.728027
	Iteration 14Q: 3 clusters Score -1005529 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1005667.687500 Penalty: 4534.728027
	Iteration 15Q: 3 clusters Score -1005668 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1005771.250000 Penalty: 4534.728027
	Iteration 16Q: 3 clusters Score -1005771 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1005857.500000 Penalty: 4534.728027
	Iteration 17Q: 3 clusters Score -1005858 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1005929.875000 Penalty: 4534.728027
	Iteration 18Q: 3 clusters Score -1005930 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1005975.062500 Penalty: 4534.728027
	Iteration 19Q: 3 clusters Score -1005975 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1006006.375000 Penalty: 4534.728027
	Iteration 20F: 3 clusters Score -1006006 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1006030.812500 Penalty: 4534.728027
	Iteration 21Q: 3 clusters Score -1006031 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1006048.375000 Penalty: 4534.728027
	Iteration 22Q: 3 clusters Score -1006048 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1006068.187500 Penalty: 4534.728027
	Iteration 23Q: 3 clusters Score -1006068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1006091.187500 Penalty: 4534.728027
	Iteration 24Q: 3 clusters Score -1006091 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1006109.062500 Penalty: 4534.728027
	Iteration 25Q: 3 clusters Score -1006109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1006130.500000 Penalty: 4534.728027
	Iteration 26Q: 3 clusters Score -1006130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1006151.375000 Penalty: 4534.728027
	Iteration 27Q: 3 clusters Score -1006151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1006167.375000 Penalty: 4534.728027
	Iteration 28Q: 3 clusters Score -1006167 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1006181.375000 Penalty: 4534.728027
	Iteration 29Q: 3 clusters Score -1006181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1006194.875000 Penalty: 4534.728027
	Iteration 30Q: 3 clusters Score -1006195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1006204.625000 Penalty: 4534.728027
	Iteration 31Q: 3 clusters Score -1006205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1006208.687500 Penalty: 4534.728027
	Iteration 32Q: 3 clusters Score -1006209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1006210.562500 Penalty: 4534.728027
	Iteration 33Q: 3 clusters Score -1006211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1006216.312500 Penalty: 4534.728027
	Iteration 34Q: 3 clusters Score -1006216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1006219.625000 Penalty: 4534.728027
	Iteration 35Q: 3 clusters Score -1006220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1006221.687500 Penalty: 4534.728027
	Iteration 36Q: 3 clusters Score -1006222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1006222.312500 Penalty: 4534.728027
	Iteration 37Q: 3 clusters Score -1006222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1006225.937500 Penalty: 4534.728027
	Iteration 38Q: 3 clusters Score -1006226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1006225.187500 Penalty: 4534.728027
	Iteration 39Q: 3 clusters Score -1006225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1006225.437500 Penalty: 4534.728027
	Iteration 40F: 3 clusters Score -1006225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1006226.562500 Penalty: 4534.728027
	Iteration 41Q: 3 clusters Score -1006227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1006226.562500 Penalty: 4534.728027
	Iteration 42F: 3 clusters Score -1006227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Entering Unmasked Estep 
Score: -6246614.500000 Penalty: 2693.408447
	Iteration 0F: 2 clusters Score -6246614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -6211624.000000 Penalty: 5386.816895
	Iteration 0F: 3 clusters Score -6211624 nChanged 23914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -6224674.500000 Penalty: 5386.816895
	Iteration 1F: 3 clusters Score -6224674 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -6225151.500000 Penalty: 5386.816895
	Iteration 2Q: 3 clusters Score -6225152 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -6225618.000000 Penalty: 5386.816895
	Iteration 3Q: 3 clusters Score -6225618 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -6226139.500000 Penalty: 5386.816895
	Iteration 4Q: 3 clusters Score -6226140 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -6226650.500000 Penalty: 5386.816895
	Iteration 5Q: 3 clusters Score -6226650 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -6227310.000000 Penalty: 5386.816895
	Iteration 6Q: 3 clusters Score -6227310 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -6228233.500000 Penalty: 5386.816895
	Iteration 7Q: 3 clusters Score -6228234 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -6229667.500000 Penalty: 5386.816895
	Iteration 8F: 3 clusters Score -6229668 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -6231859.500000 Penalty: 5386.816895
	Iteration 9F: 3 clusters Score -6231860 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -6234764.500000 Penalty: 5386.816895
	Iteration 10F: 3 clusters Score -6234764 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -6237958.000000 Penalty: 5386.816895
	Iteration 11F: 3 clusters Score -6237958 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -6240565.000000 Penalty: 5386.816895
	Iteration 12F: 3 clusters Score -6240565 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6242248.000000 Penalty: 5386.816895
	Iteration 13Q: 3 clusters Score -6242248 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6243166.000000 Penalty: 5386.816895
	Iteration 14Q: 3 clusters Score -6243166 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6243562.500000 Penalty: 5386.816895
	Iteration 15Q: 3 clusters Score -6243562 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6243778.500000 Penalty: 5386.816895
	Iteration 16Q: 3 clusters Score -6243778 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6243955.000000 Penalty: 5386.816895
	Iteration 17Q: 3 clusters Score -6243955 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6244029.500000 Penalty: 5386.816895
	Iteration 18Q: 3 clusters Score -6244030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6244079.000000 Penalty: 5386.816895
	Iteration 19Q: 3 clusters Score -6244079 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6244114.000000 Penalty: 5386.816895
	Iteration 20F: 3 clusters Score -6244114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6244158.000000 Penalty: 5386.816895
	Iteration 21Q: 3 clusters Score -6244158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6244168.500000 Penalty: 5386.816895
	Iteration 22Q: 3 clusters Score -6244168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6244175.000000 Penalty: 5386.816895
	Iteration 23Q: 3 clusters Score -6244175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6244183.500000 Penalty: 5386.816895
	Iteration 24Q: 3 clusters Score -6244184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6244193.500000 Penalty: 5386.816895
	Iteration 25Q: 3 clusters Score -6244194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6244193.000000 Penalty: 5386.816895
	Iteration 26Q: 3 clusters Score -6244193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6244190.000000 Penalty: 5386.816895
	Iteration 27Q: 3 clusters Score -6244190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6244190.000000 Penalty: 5386.816895
	Iteration 28F: 3 clusters Score -6244190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Entering Unmasked Estep 
Score: -739273.812500 Penalty: 2168.791016
	Iteration 0F: 2 clusters Score -739273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -733902.750000 Penalty: 4337.582031
	Iteration 0F: 3 clusters Score -733902.8 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -735344.875000 Penalty: 4337.582031
	Iteration 1F: 3 clusters Score -735344.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -735646.875000 Penalty: 4337.582031
	Iteration 2F: 3 clusters Score -735646.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -735870.875000 Penalty: 4337.582031
	Iteration 3F: 3 clusters Score -735870.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -736003.187500 Penalty: 4337.582031
	Iteration 4Q: 3 clusters Score -736003.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -736123.500000 Penalty: 4337.582031
	Iteration 5Q: 3 clusters Score -736123.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -736230.250000 Penalty: 4337.582031
	Iteration 6Q: 3 clusters Score -736230.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -736339.125000 Penalty: 4337.582031
	Iteration 7Q: 3 clusters Score -736339.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -736431.812500 Penalty: 4337.582031
	Iteration 8Q: 3 clusters Score -736431.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -736514.062500 Penalty: 4337.582031
	Iteration 9Q: 3 clusters Score -736514.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -736597.750000 Penalty: 4337.582031
	Iteration 10Q: 3 clusters Score -736597.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -736677.375000 Penalty: 4337.582031
	Iteration 11Q: 3 clusters Score -736677.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -736759.750000 Penalty: 4337.582031
	Iteration 12Q: 3 clusters Score -736759.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -736831.250000 Penalty: 4337.582031
	Iteration 13Q: 3 clusters Score -736831.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -736894.875000 Penalty: 4337.582031
	Iteration 14Q: 3 clusters Score -736894.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -736954.687500 Penalty: 4337.582031
	Iteration 15Q: 3 clusters Score -736954.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -737013.312500 Penalty: 4337.582031
	Iteration 16Q: 3 clusters Score -737013.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -737067.625000 Penalty: 4337.582031
	Iteration 17Q: 3 clusters Score -737067.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -737107.812500 Penalty: 4337.582031
	Iteration 18Q: 3 clusters Score -737107.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -737139.812500 Penalty: 4337.582031
	Iteration 19Q: 3 clusters Score -737139.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -737168.062500 Penalty: 4337.582031
	Iteration 20F: 3 clusters Score -737168.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -737197.187500 Penalty: 4337.582031
	Iteration 21Q: 3 clusters Score -737197.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -737226.125000 Penalty: 4337.582031
	Iteration 22Q: 3 clusters Score -737226.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -737254.937500 Penalty: 4337.582031
	Iteration 23Q: 3 clusters Score -737254.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -737283.937500 Penalty: 4337.582031
	Iteration 24Q: 3 clusters Score -737283.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -737308.375000 Penalty: 4337.582031
	Iteration 25Q: 3 clusters Score -737308.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -737334.125000 Penalty: 4337.582031
	Iteration 26Q: 3 clusters Score -737334.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -737356.750000 Penalty: 4337.582031
	Iteration 27Q: 3 clusters Score -737356.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -737380.625000 Penalty: 4337.582031
	Iteration 28Q: 3 clusters Score -737380.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -737407.250000 Penalty: 4337.582031
	Iteration 29Q: 3 clusters Score -737407.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -737430.687500 Penalty: 4337.582031
	Iteration 30Q: 3 clusters Score -737430.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -737457.000000 Penalty: 4337.582031
	Iteration 31Q: 3 clusters Score -737457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -737482.375000 Penalty: 4337.582031
	Iteration 32Q: 3 clusters Score -737482.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -737493.562500 Penalty: 4337.582031
	Iteration 33Q: 3 clusters Score -737493.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -737506.875000 Penalty: 4337.582031
	Iteration 34Q: 3 clusters Score -737506.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -737517.062500 Penalty: 4337.582031
	Iteration 35Q: 3 clusters Score -737517.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -737526.812500 Penalty: 4337.582031
	Iteration 36Q: 3 clusters Score -737526.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -737533.000000 Penalty: 4337.582031
	Iteration 37Q: 3 clusters Score -737533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -737537.625000 Penalty: 4337.582031
	Iteration 38Q: 3 clusters Score -737537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -737542.937500 Penalty: 4337.582031
	Iteration 39Q: 3 clusters Score -737542.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -737546.187500 Penalty: 4337.582031
	Iteration 40F: 3 clusters Score -737546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -737547.687500 Penalty: 4337.582031
	Iteration 41Q: 3 clusters Score -737547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -737549.125000 Penalty: 4337.582031
	Iteration 42Q: 3 clusters Score -737549.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -737549.125000 Penalty: 4337.582031
	Iteration 43F: 3 clusters Score -737549.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Entering Unmasked Estep 
Score: -2414419.000000 Penalty: 2463.347168
	Iteration 0F: 2 clusters Score -2414419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2399999.500000 Penalty: 4926.694336
	Iteration 0F: 3 clusters Score -2400000 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2404895.750000 Penalty: 4926.694336
	Iteration 1F: 3 clusters Score -2404896 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2405337.000000 Penalty: 4926.694336
	Iteration 2F: 3 clusters Score -2405337 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2405696.500000 Penalty: 4926.694336
	Iteration 3Q: 3 clusters Score -2405696 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2406025.500000 Penalty: 4926.694336
	Iteration 4Q: 3 clusters Score -2406026 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2406329.500000 Penalty: 4926.694336
	Iteration 5Q: 3 clusters Score -2406330 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2406681.750000 Penalty: 4926.694336
	Iteration 6Q: 3 clusters Score -2406682 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2407090.250000 Penalty: 4926.694336
	Iteration 7Q: 3 clusters Score -2407090 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2407571.500000 Penalty: 4926.694336
	Iteration 8Q: 3 clusters Score -2407572 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2408153.500000 Penalty: 4926.694336
	Iteration 9Q: 3 clusters Score -2408154 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2408877.750000 Penalty: 4926.694336
	Iteration 10Q: 3 clusters Score -2408878 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2409704.250000 Penalty: 4926.694336
	Iteration 11Q: 3 clusters Score -2409704 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2410718.000000 Penalty: 4926.694336
	Iteration 12Q: 3 clusters Score -2410718 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2411732.250000 Penalty: 4926.694336
	Iteration 13Q: 3 clusters Score -2411732 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2412515.500000 Penalty: 4926.694336
	Iteration 14Q: 3 clusters Score -2412516 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2412995.000000 Penalty: 4926.694336
	Iteration 15Q: 3 clusters Score -2412995 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2413347.500000 Penalty: 4926.694336
	Iteration 16Q: 3 clusters Score -2413348 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2413570.250000 Penalty: 4926.694336
	Iteration 17Q: 3 clusters Score -2413570 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2413754.500000 Penalty: 4926.694336
	Iteration 18Q: 3 clusters Score -2413754 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2413863.750000 Penalty: 4926.694336
	Iteration 19Q: 3 clusters Score -2413864 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2413939.750000 Penalty: 4926.694336
	Iteration 20F: 3 clusters Score -2413940 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2413998.750000 Penalty: 4926.694336
	Iteration 21Q: 3 clusters Score -2413999 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2414025.250000 Penalty: 4926.694336
	Iteration 22Q: 3 clusters Score -2414025 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2414046.750000 Penalty: 4926.694336
	Iteration 23Q: 3 clusters Score -2414047 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2414072.250000 Penalty: 4926.694336
	Iteration 24Q: 3 clusters Score -2414072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2414086.250000 Penalty: 4926.694336
	Iteration 25Q: 3 clusters Score -2414086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2414093.500000 Penalty: 4926.694336
	Iteration 26Q: 3 clusters Score -2414094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2414103.500000 Penalty: 4926.694336
	Iteration 27Q: 3 clusters Score -2414104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2414113.250000 Penalty: 4926.694336
	Iteration 28Q: 3 clusters Score -2414113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2414113.000000 Penalty: 4926.694336
	Iteration 29Q: 3 clusters Score -2414113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2414116.000000 Penalty: 4926.694336
	Iteration 30Q: 3 clusters Score -2414116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2414121.250000 Penalty: 4926.694336
	Iteration 31Q: 3 clusters Score -2414121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2414122.250000 Penalty: 4926.694336
	Iteration 32Q: 3 clusters Score -2414122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2414123.750000 Penalty: 4926.694336
	Iteration 33Q: 3 clusters Score -2414124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2414123.000000 Penalty: 4926.694336
	Iteration 34Q: 3 clusters Score -2414123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2414128.750000 Penalty: 4926.694336
	Iteration 35Q: 3 clusters Score -2414129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2414130.000000 Penalty: 4926.694336
	Iteration 36Q: 3 clusters Score -2414130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2414130.250000 Penalty: 4926.694336
	Iteration 37Q: 3 clusters Score -2414130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2414131.000000 Penalty: 4926.694336
	Iteration 38Q: 3 clusters Score -2414131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2414134.500000 Penalty: 4926.694336
	Iteration 39Q: 3 clusters Score -2414134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2414131.750000 Penalty: 4926.694336
	Iteration 40F: 3 clusters Score -2414132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2414131.750000 Penalty: 4926.694336
	Iteration 41Q: 3 clusters Score -2414132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2414134.000000 Penalty: 4926.694336
	Iteration 42Q: 3 clusters Score -2414134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2414134.000000 Penalty: 4926.694336
	Iteration 43Q: 3 clusters Score -2414134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2414131.500000 Penalty: 4926.694336
	Iteration 44Q: 3 clusters Score -2414132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2414131.500000 Penalty: 4926.694336
	Iteration 45F: 3 clusters Score -2414132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Entering Unmasked Estep 
Score: -4157220.250000 Penalty: 2592.957520
	Iteration 0F: 2 clusters Score -4157220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -4133643.250000 Penalty: 5185.915039
	Iteration 0F: 3 clusters Score -4133643 nChanged 15733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -4142153.500000 Penalty: 5185.915039
	Iteration 1F: 3 clusters Score -4142154 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -4142642.000000 Penalty: 5185.915039
	Iteration 2Q: 3 clusters Score -4142642 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -4143105.250000 Penalty: 5185.915039
	Iteration 3Q: 3 clusters Score -4143105 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4143590.750000 Penalty: 5185.915039
	Iteration 4Q: 3 clusters Score -4143591 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4144194.750000 Penalty: 5185.915039
	Iteration 5Q: 3 clusters Score -4144195 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -4144852.500000 Penalty: 5185.915039
	Iteration 6Q: 3 clusters Score -4144852 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -4145758.500000 Penalty: 5185.915039
	Iteration 7Q: 3 clusters Score -4145758 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -4146884.500000 Penalty: 5185.915039
	Iteration 8F: 3 clusters Score -4146884 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -4148251.500000 Penalty: 5185.915039
	Iteration 9F: 3 clusters Score -4148252 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -4149799.750000 Penalty: 5185.915039
	Iteration 10F: 3 clusters Score -4149800 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -4151244.000000 Penalty: 5185.915039
	Iteration 11F: 3 clusters Score -4151244 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -4152136.500000 Penalty: 5185.915039
	Iteration 12Q: 3 clusters Score -4152136 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -4152623.000000 Penalty: 5185.915039
	Iteration 13Q: 3 clusters Score -4152623 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -4152890.000000 Penalty: 5185.915039
	Iteration 14Q: 3 clusters Score -4152890 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -4153051.250000 Penalty: 5185.915039
	Iteration 15Q: 3 clusters Score -4153051 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -4153208.750000 Penalty: 5185.915039
	Iteration 16Q: 3 clusters Score -4153209 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -4153325.250000 Penalty: 5185.915039
	Iteration 17Q: 3 clusters Score -4153325 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -4153426.500000 Penalty: 5185.915039
	Iteration 18Q: 3 clusters Score -4153426 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -4153525.750000 Penalty: 5185.915039
	Iteration 19Q: 3 clusters Score -4153526 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -4153621.500000 Penalty: 5185.915039
	Iteration 20F: 3 clusters Score -4153622 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -4153732.000000 Penalty: 5185.915039
	Iteration 21Q: 3 clusters Score -4153732 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -4153878.750000 Penalty: 5185.915039
	Iteration 22Q: 3 clusters Score -4153879 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -4153973.750000 Penalty: 5185.915039
	Iteration 23Q: 3 clusters Score -4153974 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -4154094.500000 Penalty: 5185.915039
	Iteration 24Q: 3 clusters Score -4154094 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4154242.000000 Penalty: 5185.915039
	Iteration 25Q: 3 clusters Score -4154242 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4154363.500000 Penalty: 5185.915039
	Iteration 26Q: 3 clusters Score -4154364 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4154463.250000 Penalty: 5185.915039
	Iteration 27Q: 3 clusters Score -4154463 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -4154550.750000 Penalty: 5185.915039
	Iteration 28Q: 3 clusters Score -4154551 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -4154655.500000 Penalty: 5185.915039
	Iteration 29Q: 3 clusters Score -4154656 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -4154719.500000 Penalty: 5185.915039
	Iteration 30Q: 3 clusters Score -4154720 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4154797.250000 Penalty: 5185.915039
	Iteration 31Q: 3 clusters Score -4154797 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4154900.250000 Penalty: 5185.915039
	Iteration 32Q: 3 clusters Score -4154900 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4154997.250000 Penalty: 5185.915039
	Iteration 33Q: 3 clusters Score -4154997 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4155061.250000 Penalty: 5185.915039
	Iteration 34Q: 3 clusters Score -4155061 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4155119.250000 Penalty: 5185.915039
	Iteration 35Q: 3 clusters Score -4155119 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4155159.250000 Penalty: 5185.915039
	Iteration 36Q: 3 clusters Score -4155159 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4155195.500000 Penalty: 5185.915039
	Iteration 37Q: 3 clusters Score -4155196 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4155220.000000 Penalty: 5185.915039
	Iteration 38Q: 3 clusters Score -4155220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4155244.750000 Penalty: 5185.915039
	Iteration 39Q: 3 clusters Score -4155245 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4155275.500000 Penalty: 5185.915039
	Iteration 40F: 3 clusters Score -4155276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4155292.000000 Penalty: 5185.915039
	Iteration 41Q: 3 clusters Score -4155292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4155320.250000 Penalty: 5185.915039
	Iteration 42Q: 3 clusters Score -4155320 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4155345.000000 Penalty: 5185.915039
	Iteration 43Q: 3 clusters Score -4155345 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4155360.500000 Penalty: 5185.915039
	Iteration 44Q: 3 clusters Score -4155360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4155386.750000 Penalty: 5185.915039
	Iteration 45Q: 3 clusters Score -4155387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4155404.000000 Penalty: 5185.915039
	Iteration 46Q: 3 clusters Score -4155404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4155412.250000 Penalty: 5185.915039
	Iteration 47Q: 3 clusters Score -4155412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4155427.250000 Penalty: 5185.915039
	Iteration 48Q: 3 clusters Score -4155427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4155425.000000 Penalty: 5185.915039
	Iteration 49Q: 3 clusters Score -4155425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4155431.500000 Penalty: 5185.915039
	Iteration 50Q: 3 clusters Score -4155432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4155437.000000 Penalty: 5185.915039
	Iteration 51Q: 3 clusters Score -4155437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4155438.750000 Penalty: 5185.915039
	Iteration 52Q: 3 clusters Score -4155439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4155437.500000 Penalty: 5185.915039
	Iteration 53Q: 3 clusters Score -4155438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4155444.250000 Penalty: 5185.915039
	Iteration 54Q: 3 clusters Score -4155444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4155443.500000 Penalty: 5185.915039
	Iteration 55Q: 3 clusters Score -4155444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4155445.000000 Penalty: 5185.915039
	Iteration 56Q: 3 clusters Score -4155445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4155444.000000 Penalty: 5185.915039
	Iteration 57Q: 3 clusters Score -4155444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4155439.000000 Penalty: 5185.915039
	Iteration 58Q: 3 clusters Score -4155439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4155444.000000 Penalty: 5185.915039
	Iteration 59Q: 3 clusters Score -4155444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4155444.500000 Penalty: 5185.915039
	Iteration 60F: 3 clusters Score -4155444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4155448.250000 Penalty: 5185.915039
	Iteration 61Q: 3 clusters Score -4155448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4155449.750000 Penalty: 5185.915039
	Iteration 62Q: 3 clusters Score -4155450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4155452.500000 Penalty: 5185.915039
	Iteration 63Q: 3 clusters Score -4155452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4155448.250000 Penalty: 5185.915039
	Iteration 64Q: 3 clusters Score -4155448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4155448.250000 Penalty: 5185.915039
	Iteration 65F: 3 clusters Score -4155448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Entering Unmasked Estep 
Score: -1709383.125000 Penalty: 2377.370117
	Iteration 0F: 2 clusters Score -1709383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1698731.125000 Penalty: 4754.740234
	Iteration 0F: 3 clusters Score -1698731 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1702197.375000 Penalty: 4754.740234
	Iteration 1F: 3 clusters Score -1702197 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1702685.125000 Penalty: 4754.740234
	Iteration 2F: 3 clusters Score -1702685 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1703170.875000 Penalty: 4754.740234
	Iteration 3F: 3 clusters Score -1703171 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1703651.625000 Penalty: 4754.740234
	Iteration 4F: 3 clusters Score -1703652 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1704139.000000 Penalty: 4754.740234
	Iteration 5F: 3 clusters Score -1704139 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1704700.000000 Penalty: 4754.740234
	Iteration 6F: 3 clusters Score -1704700 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1705290.000000 Penalty: 4754.740234
	Iteration 7F: 3 clusters Score -1705290 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1705833.125000 Penalty: 4754.740234
	Iteration 8Q: 3 clusters Score -1705833 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1706344.750000 Penalty: 4754.740234
	Iteration 9Q: 3 clusters Score -1706345 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1706733.125000 Penalty: 4754.740234
	Iteration 10Q: 3 clusters Score -1706733 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1707023.500000 Penalty: 4754.740234
	Iteration 11Q: 3 clusters Score -1707024 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1707250.625000 Penalty: 4754.740234
	Iteration 12Q: 3 clusters Score -1707251 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1707381.875000 Penalty: 4754.740234
	Iteration 13Q: 3 clusters Score -1707382 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1707483.125000 Penalty: 4754.740234
	Iteration 14Q: 3 clusters Score -1707483 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1707535.375000 Penalty: 4754.740234
	Iteration 15Q: 3 clusters Score -1707535 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1707573.000000 Penalty: 4754.740234
	Iteration 16Q: 3 clusters Score -1707573 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1707602.625000 Penalty: 4754.740234
	Iteration 17Q: 3 clusters Score -1707603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1707611.875000 Penalty: 4754.740234
	Iteration 18Q: 3 clusters Score -1707612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1707625.500000 Penalty: 4754.740234
	Iteration 19Q: 3 clusters Score -1707626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1707644.875000 Penalty: 4754.740234
	Iteration 20F: 3 clusters Score -1707645 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1707658.000000 Penalty: 4754.740234
	Iteration 21Q: 3 clusters Score -1707658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1707669.125000 Penalty: 4754.740234
	Iteration 22Q: 3 clusters Score -1707669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1707675.125000 Penalty: 4754.740234
	Iteration 23Q: 3 clusters Score -1707675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1707681.250000 Penalty: 4754.740234
	Iteration 24Q: 3 clusters Score -1707681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1707679.375000 Penalty: 4754.740234
	Iteration 25Q: 3 clusters Score -1707679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1707689.000000 Penalty: 4754.740234
	Iteration 26Q: 3 clusters Score -1707689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1707688.375000 Penalty: 4754.740234
	Iteration 27Q: 3 clusters Score -1707688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1707687.125000 Penalty: 4754.740234
	Iteration 28Q: 3 clusters Score -1707687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1707687.000000 Penalty: 4754.740234
	Iteration 29Q: 3 clusters Score -1707687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1707689.375000 Penalty: 4754.740234
	Iteration 30Q: 3 clusters Score -1707689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1707692.875000 Penalty: 4754.740234
	Iteration 31Q: 3 clusters Score -1707693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1707694.875000 Penalty: 4754.740234
	Iteration 32Q: 3 clusters Score -1707695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1707703.375000 Penalty: 4754.740234
	Iteration 33Q: 3 clusters Score -1707703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1707704.875000 Penalty: 4754.740234
	Iteration 34Q: 3 clusters Score -1707705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1707712.250000 Penalty: 4754.740234
	Iteration 35Q: 3 clusters Score -1707712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1707711.250000 Penalty: 4754.740234
	Iteration 36Q: 3 clusters Score -1707711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1707709.375000 Penalty: 4754.740234
	Iteration 37Q: 3 clusters Score -1707709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1707711.000000 Penalty: 4754.740234
	Iteration 38Q: 3 clusters Score -1707711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1707710.000000 Penalty: 4754.740234
	Iteration 39Q: 3 clusters Score -1707710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1707710.875000 Penalty: 4754.740234
	Iteration 40F: 3 clusters Score -1707711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1707708.750000 Penalty: 4754.740234
	Iteration 41Q: 3 clusters Score -1707709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1707708.750000 Penalty: 4754.740234
	Iteration 42F: 3 clusters Score -1707709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Entering Unmasked Estep 
Score: -2342359.500000 Penalty: 2454.147949
	Iteration 0F: 2 clusters Score -2342360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2328373.500000 Penalty: 4908.295898
	Iteration 0F: 3 clusters Score -2328374 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2333156.750000 Penalty: 4908.295898
	Iteration 1F: 3 clusters Score -2333157 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2333618.750000 Penalty: 4908.295898
	Iteration 2F: 3 clusters Score -2333619 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2334027.250000 Penalty: 4908.295898
	Iteration 3Q: 3 clusters Score -2334027 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2334426.750000 Penalty: 4908.295898
	Iteration 4Q: 3 clusters Score -2334427 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2334842.500000 Penalty: 4908.295898
	Iteration 5Q: 3 clusters Score -2334842 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2335350.000000 Penalty: 4908.295898
	Iteration 6Q: 3 clusters Score -2335350 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2335932.500000 Penalty: 4908.295898
	Iteration 7Q: 3 clusters Score -2335932 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2336592.500000 Penalty: 4908.295898
	Iteration 8Q: 3 clusters Score -2336592 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2337255.000000 Penalty: 4908.295898
	Iteration 9Q: 3 clusters Score -2337255 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2337884.000000 Penalty: 4908.295898
	Iteration 10Q: 3 clusters Score -2337884 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2338403.250000 Penalty: 4908.295898
	Iteration 11Q: 3 clusters Score -2338403 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2338815.000000 Penalty: 4908.295898
	Iteration 12Q: 3 clusters Score -2338815 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2339142.500000 Penalty: 4908.295898
	Iteration 13Q: 3 clusters Score -2339142 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2339392.500000 Penalty: 4908.295898
	Iteration 14Q: 3 clusters Score -2339392 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2339636.750000 Penalty: 4908.295898
	Iteration 15Q: 3 clusters Score -2339637 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2339889.500000 Penalty: 4908.295898
	Iteration 16Q: 3 clusters Score -2339890 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2340142.000000 Penalty: 4908.295898
	Iteration 17Q: 3 clusters Score -2340142 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2340357.000000 Penalty: 4908.295898
	Iteration 18Q: 3 clusters Score -2340357 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2340569.000000 Penalty: 4908.295898
	Iteration 19Q: 3 clusters Score -2340569 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2340744.000000 Penalty: 4908.295898
	Iteration 20F: 3 clusters Score -2340744 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2340875.500000 Penalty: 4908.295898
	Iteration 21Q: 3 clusters Score -2340876 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2340961.500000 Penalty: 4908.295898
	Iteration 22Q: 3 clusters Score -2340962 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2341027.500000 Penalty: 4908.295898
	Iteration 23Q: 3 clusters Score -2341028 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2341090.250000 Penalty: 4908.295898
	Iteration 24Q: 3 clusters Score -2341090 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2341122.750000 Penalty: 4908.295898
	Iteration 25Q: 3 clusters Score -2341123 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2341152.000000 Penalty: 4908.295898
	Iteration 26Q: 3 clusters Score -2341152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2341168.250000 Penalty: 4908.295898
	Iteration 27Q: 3 clusters Score -2341168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2341183.750000 Penalty: 4908.295898
	Iteration 28Q: 3 clusters Score -2341184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2341192.500000 Penalty: 4908.295898
	Iteration 29Q: 3 clusters Score -2341192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2341199.000000 Penalty: 4908.295898
	Iteration 30Q: 3 clusters Score -2341199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2341198.000000 Penalty: 4908.295898
	Iteration 31Q: 3 clusters Score -2341198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2341198.500000 Penalty: 4908.295898
	Iteration 32Q: 3 clusters Score -2341198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2341205.500000 Penalty: 4908.295898
	Iteration 33Q: 3 clusters Score -2341206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2341208.000000 Penalty: 4908.295898
	Iteration 34Q: 3 clusters Score -2341208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2341200.750000 Penalty: 4908.295898
	Iteration 35Q: 3 clusters Score -2341201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2341203.250000 Penalty: 4908.295898
	Iteration 36Q: 3 clusters Score -2341203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2341208.500000 Penalty: 4908.295898
	Iteration 37Q: 3 clusters Score -2341208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2341204.750000 Penalty: 4908.295898
	Iteration 38Q: 3 clusters Score -2341205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2341207.500000 Penalty: 4908.295898
	Iteration 39Q: 3 clusters Score -2341208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2341206.750000 Penalty: 4908.295898
	Iteration 40F: 3 clusters Score -2341207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2341211.000000 Penalty: 4908.295898
	Iteration 41Q: 3 clusters Score -2341211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2341207.250000 Penalty: 4908.295898
	Iteration 42Q: 3 clusters Score -2341207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2341210.750000 Penalty: 4908.295898
	Iteration 43Q: 3 clusters Score -2341211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2341209.500000 Penalty: 4908.295898
	Iteration 44Q: 3 clusters Score -2341210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2341209.750000 Penalty: 4908.295898
	Iteration 45Q: 3 clusters Score -2341210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2341213.500000 Penalty: 4908.295898
	Iteration 46Q: 3 clusters Score -2341214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2341213.000000 Penalty: 4908.295898
	Iteration 47Q: 3 clusters Score -2341213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2341212.250000 Penalty: 4908.295898
	Iteration 48Q: 3 clusters Score -2341212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2341211.500000 Penalty: 4908.295898
	Iteration 49Q: 3 clusters Score -2341212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2341216.500000 Penalty: 4908.295898
	Iteration 50Q: 3 clusters Score -2341216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2341217.250000 Penalty: 4908.295898
	Iteration 51Q: 3 clusters Score -2341217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2341214.250000 Penalty: 4908.295898
	Iteration 52Q: 3 clusters Score -2341214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2341213.750000 Penalty: 4908.295898
	Iteration 53Q: 3 clusters Score -2341214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2341214.500000 Penalty: 4908.295898
	Iteration 54Q: 3 clusters Score -2341214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2341216.000000 Penalty: 4908.295898
	Iteration 55Q: 3 clusters Score -2341216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2341219.000000 Penalty: 4908.295898
	Iteration 56Q: 3 clusters Score -2341219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2341218.000000 Penalty: 4908.295898
	Iteration 57Q: 3 clusters Score -2341218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2341213.250000 Penalty: 4908.295898
	Iteration 58Q: 3 clusters Score -2341213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2341213.500000 Penalty: 4908.295898
	Iteration 59Q: 3 clusters Score -2341214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2341214.250000 Penalty: 4908.295898
	Iteration 60F: 3 clusters Score -2341214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2341214.250000 Penalty: 4908.295898
	Iteration 61Q: 3 clusters Score -2341214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2341214.000000 Penalty: 4908.295898
	Iteration 62Q: 3 clusters Score -2341214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2341214.000000 Penalty: 4908.295898
	Iteration 63F: 3 clusters Score -2341214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Entering Unmasked Estep 
Score: -4200105.000000 Penalty: 2594.629883
	Iteration 0F: 2 clusters Score -4200105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -4176232.250000 Penalty: 5189.259766
	Iteration 0F: 3 clusters Score -4176232 nChanged 15998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -4184949.500000 Penalty: 5189.259766
	Iteration 1F: 3 clusters Score -4184950 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -4185498.250000 Penalty: 5189.259766
	Iteration 2Q: 3 clusters Score -4185498 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -4186024.500000 Penalty: 5189.259766
	Iteration 3Q: 3 clusters Score -4186024 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -4186482.250000 Penalty: 5189.259766
	Iteration 4Q: 3 clusters Score -4186482 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4187025.750000 Penalty: 5189.259766
	Iteration 5Q: 3 clusters Score -4187026 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -4187618.000000 Penalty: 5189.259766
	Iteration 6Q: 3 clusters Score -4187618 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -4188353.750000 Penalty: 5189.259766
	Iteration 7Q: 3 clusters Score -4188354 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -4189313.750000 Penalty: 5189.259766
	Iteration 8Q: 3 clusters Score -4189314 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -4190398.250000 Penalty: 5189.259766
	Iteration 9F: 3 clusters Score -4190398 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -4191583.000000 Penalty: 5189.259766
	Iteration 10F: 3 clusters Score -4191583 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -4192547.750000 Penalty: 5189.259766
	Iteration 11F: 3 clusters Score -4192548 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -4193221.000000 Penalty: 5189.259766
	Iteration 12Q: 3 clusters Score -4193221 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -4193566.250000 Penalty: 5189.259766
	Iteration 13Q: 3 clusters Score -4193566 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -4193731.750000 Penalty: 5189.259766
	Iteration 14Q: 3 clusters Score -4193732 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4193872.500000 Penalty: 5189.259766
	Iteration 15Q: 3 clusters Score -4193872 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4193983.000000 Penalty: 5189.259766
	Iteration 16Q: 3 clusters Score -4193983 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -4194082.500000 Penalty: 5189.259766
	Iteration 17Q: 3 clusters Score -4194082 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4194171.500000 Penalty: 5189.259766
	Iteration 18Q: 3 clusters Score -4194172 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4194282.750000 Penalty: 5189.259766
	Iteration 19Q: 3 clusters Score -4194283 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4194397.000000 Penalty: 5189.259766
	Iteration 20F: 3 clusters Score -4194397 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4194500.500000 Penalty: 5189.259766
	Iteration 21Q: 3 clusters Score -4194500 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -4194583.000000 Penalty: 5189.259766
	Iteration 22Q: 3 clusters Score -4194583 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -4194652.000000 Penalty: 5189.259766
	Iteration 23Q: 3 clusters Score -4194652 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -4194745.500000 Penalty: 5189.259766
	Iteration 24Q: 3 clusters Score -4194746 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -4194818.000000 Penalty: 5189.259766
	Iteration 25Q: 3 clusters Score -4194818 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -4194877.500000 Penalty: 5189.259766
	Iteration 26Q: 3 clusters Score -4194878 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -4194954.500000 Penalty: 5189.259766
	Iteration 27Q: 3 clusters Score -4194954 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4195088.500000 Penalty: 5189.259766
	Iteration 28Q: 3 clusters Score -4195088 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -4195184.500000 Penalty: 5189.259766
	Iteration 29Q: 3 clusters Score -4195184 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -4195267.500000 Penalty: 5189.259766
	Iteration 30Q: 3 clusters Score -4195268 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4195353.500000 Penalty: 5189.259766
	Iteration 31Q: 3 clusters Score -4195354 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -4195480.500000 Penalty: 5189.259766
	Iteration 32Q: 3 clusters Score -4195480 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -4195571.500000 Penalty: 5189.259766
	Iteration 33Q: 3 clusters Score -4195572 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -4195688.000000 Penalty: 5189.259766
	Iteration 34Q: 3 clusters Score -4195688 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -4195807.000000 Penalty: 5189.259766
	Iteration 35Q: 3 clusters Score -4195807 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -4195906.500000 Penalty: 5189.259766
	Iteration 36Q: 3 clusters Score -4195906 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -4196011.000000 Penalty: 5189.259766
	Iteration 37Q: 3 clusters Score -4196011 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -4196142.500000 Penalty: 5189.259766
	Iteration 38Q: 3 clusters Score -4196142 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -4196259.500000 Penalty: 5189.259766
	Iteration 39Q: 3 clusters Score -4196260 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -4196386.000000 Penalty: 5189.259766
	Iteration 40F: 3 clusters Score -4196386 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -4196511.000000 Penalty: 5189.259766
	Iteration 41Q: 3 clusters Score -4196511 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -4196602.500000 Penalty: 5189.259766
	Iteration 42Q: 3 clusters Score -4196602 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -4196692.000000 Penalty: 5189.259766
	Iteration 43Q: 3 clusters Score -4196692 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4196770.000000 Penalty: 5189.259766
	Iteration 44Q: 3 clusters Score -4196770 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -4196839.000000 Penalty: 5189.259766
	Iteration 45Q: 3 clusters Score -4196839 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4196924.500000 Penalty: 5189.259766
	Iteration 46Q: 3 clusters Score -4196924 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -4197000.000000 Penalty: 5189.259766
	Iteration 47Q: 3 clusters Score -4197000 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -4197071.500000 Penalty: 5189.259766
	Iteration 48Q: 3 clusters Score -4197072 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -4197114.000000 Penalty: 5189.259766
	Iteration 49Q: 3 clusters Score -4197114 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -4197179.000000 Penalty: 5189.259766
	Iteration 50Q: 3 clusters Score -4197179 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -4197257.500000 Penalty: 5189.259766
	Iteration 51Q: 3 clusters Score -4197258 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -4197324.000000 Penalty: 5189.259766
	Iteration 52Q: 3 clusters Score -4197324 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -4197389.000000 Penalty: 5189.259766
	Iteration 53Q: 3 clusters Score -4197389 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -4197444.000000 Penalty: 5189.259766
	Iteration 54Q: 3 clusters Score -4197444 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -4197501.500000 Penalty: 5189.259766
	Iteration 55Q: 3 clusters Score -4197502 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -4197550.000000 Penalty: 5189.259766
	Iteration 56Q: 3 clusters Score -4197550 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -4197582.000000 Penalty: 5189.259766
	Iteration 57Q: 3 clusters Score -4197582 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -4197612.500000 Penalty: 5189.259766
	Iteration 58Q: 3 clusters Score -4197612 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -4197653.000000 Penalty: 5189.259766
	Iteration 59Q: 3 clusters Score -4197653 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -4197691.500000 Penalty: 5189.259766
	Iteration 60F: 3 clusters Score -4197692 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4197725.000000 Penalty: 5189.259766
	Iteration 61Q: 3 clusters Score -4197725 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4197750.500000 Penalty: 5189.259766
	Iteration 62Q: 3 clusters Score -4197750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4197784.500000 Penalty: 5189.259766
	Iteration 63Q: 3 clusters Score -4197784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4197816.000000 Penalty: 5189.259766
	Iteration 64Q: 3 clusters Score -4197816 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -4197823.000000 Penalty: 5189.259766
	Iteration 65Q: 3 clusters Score -4197823 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -4197851.500000 Penalty: 5189.259766
	Iteration 66Q: 3 clusters Score -4197852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -4197859.000000 Penalty: 5189.259766
	Iteration 67Q: 3 clusters Score -4197859 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -4197878.000000 Penalty: 5189.259766
	Iteration 68Q: 3 clusters Score -4197878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4197881.000000 Penalty: 5189.259766
	Iteration 69Q: 3 clusters Score -4197881 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4197912.500000 Penalty: 5189.259766
	Iteration 70Q: 3 clusters Score -4197912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4197906.500000 Penalty: 5189.259766
	Iteration 71Q: 3 clusters Score -4197906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4197924.000000 Penalty: 5189.259766
	Iteration 72Q: 3 clusters Score -4197924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4197934.500000 Penalty: 5189.259766
	Iteration 73Q: 3 clusters Score -4197934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -4197941.500000 Penalty: 5189.259766
	Iteration 74Q: 3 clusters Score -4197942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4197951.000000 Penalty: 5189.259766
	Iteration 75Q: 3 clusters Score -4197951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4197949.500000 Penalty: 5189.259766
	Iteration 76Q: 3 clusters Score -4197950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4197961.000000 Penalty: 5189.259766
	Iteration 77Q: 3 clusters Score -4197961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4197957.500000 Penalty: 5189.259766
	Iteration 78Q: 3 clusters Score -4197958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -4197959.000000 Penalty: 5189.259766
	Iteration 79Q: 3 clusters Score -4197959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -4197965.500000 Penalty: 5189.259766
	Iteration 80F: 3 clusters Score -4197966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4197973.000000 Penalty: 5189.259766
	Iteration 81Q: 3 clusters Score -4197973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -4197968.500000 Penalty: 5189.259766
	Iteration 82Q: 3 clusters Score -4197968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4197972.000000 Penalty: 5189.259766
	Iteration 83Q: 3 clusters Score -4197972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -4197971.500000 Penalty: 5189.259766
	Iteration 84Q: 3 clusters Score -4197972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -4197971.500000 Penalty: 5189.259766
	Iteration 85Q: 3 clusters Score -4197972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -4197981.000000 Penalty: 5189.259766
	Iteration 86Q: 3 clusters Score -4197981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -4197976.500000 Penalty: 5189.259766
	Iteration 87Q: 3 clusters Score -4197976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -4197978.000000 Penalty: 5189.259766
	Iteration 88Q: 3 clusters Score -4197978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -4197976.000000 Penalty: 5189.259766
	Iteration 89Q: 3 clusters Score -4197976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -4197979.000000 Penalty: 5189.259766
	Iteration 90Q: 3 clusters Score -4197979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -4197976.500000 Penalty: 5189.259766
	Iteration 91Q: 3 clusters Score -4197976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -4197992.000000 Penalty: 5189.259766
	Iteration 92Q: 3 clusters Score -4197992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -4197985.000000 Penalty: 5189.259766
	Iteration 93Q: 3 clusters Score -4197985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -4197990.000000 Penalty: 5189.259766
	Iteration 94Q: 3 clusters Score -4197990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -4197988.000000 Penalty: 5189.259766
	Iteration 95Q: 3 clusters Score -4197988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -4197986.500000 Penalty: 5189.259766
	Iteration 96Q: 3 clusters Score -4197986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -4197985.500000 Penalty: 5189.259766
	Iteration 97Q: 3 clusters Score -4197986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4197983.000000 Penalty: 5189.259766
	Iteration 98Q: 3 clusters Score -4197983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4197985.000000 Penalty: 5189.259766
	Iteration 99Q: 3 clusters Score -4197985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4197985.500000 Penalty: 5189.259766
	Iteration 100F: 3 clusters Score -4197986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4197986.000000 Penalty: 5189.259766
	Iteration 101Q: 3 clusters Score -4197986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4197988.000000 Penalty: 5189.259766
	Iteration 102Q: 3 clusters Score -4197988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4197985.500000 Penalty: 5189.259766
	Iteration 103Q: 3 clusters Score -4197986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -4197985.000000 Penalty: 5189.259766
	Iteration 104Q: 3 clusters Score -4197985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -4197985.000000 Penalty: 5189.259766
	Iteration 105F: 3 clusters Score -4197985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Entering Unmasked Estep 
Score: -5107192.500000 Penalty: 2653.147461
	Iteration 0F: 2 clusters Score -5107192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -5077245.000000 Penalty: 5306.294922
	Iteration 0F: 3 clusters Score -5077245 nChanged 20500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -5088724.000000 Penalty: 5306.294922
	Iteration 1F: 3 clusters Score -5088724 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -5089638.500000 Penalty: 5306.294922
	Iteration 2F: 3 clusters Score -5089638 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -5091030.500000 Penalty: 5306.294922
	Iteration 3F: 3 clusters Score -5091030 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -5093233.500000 Penalty: 5306.294922
	Iteration 4F: 3 clusters Score -5093234 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -5096227.500000 Penalty: 5306.294922
	Iteration 5F: 3 clusters Score -5096228 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -5099608.500000 Penalty: 5306.294922
	Iteration 6F: 3 clusters Score -5099608 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -5102429.500000 Penalty: 5306.294922
	Iteration 7F: 3 clusters Score -5102430 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -5103984.500000 Penalty: 5306.294922
	Iteration 8Q: 3 clusters Score -5103984 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -5104526.500000 Penalty: 5306.294922
	Iteration 9Q: 3 clusters Score -5104526 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5104749.000000 Penalty: 5306.294922
	Iteration 10Q: 3 clusters Score -5104749 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -5104837.500000 Penalty: 5306.294922
	Iteration 11Q: 3 clusters Score -5104838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -5104881.000000 Penalty: 5306.294922
	Iteration 12Q: 3 clusters Score -5104881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -5104887.500000 Penalty: 5306.294922
	Iteration 13Q: 3 clusters Score -5104888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -5104893.000000 Penalty: 5306.294922
	Iteration 14Q: 3 clusters Score -5104893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -5104907.000000 Penalty: 5306.294922
	Iteration 15Q: 3 clusters Score -5104907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -5104917.000000 Penalty: 5306.294922
	Iteration 16Q: 3 clusters Score -5104917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -5104913.500000 Penalty: 5306.294922
	Iteration 17Q: 3 clusters Score -5104914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -5104923.000000 Penalty: 5306.294922
	Iteration 18Q: 3 clusters Score -5104923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -5104927.000000 Penalty: 5306.294922
	Iteration 19Q: 3 clusters Score -5104927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -5104927.000000 Penalty: 5306.294922
	Iteration 20F: 3 clusters Score -5104927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Entering Unmasked Estep 
Score: -1162729.875000 Penalty: 2283.020996
	Iteration 0F: 2 clusters Score -1162730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1155127.125000 Penalty: 4566.041992
	Iteration 0F: 3 clusters Score -1155127 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1157418.625000 Penalty: 4566.041992
	Iteration 1F: 3 clusters Score -1157419 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1157834.000000 Penalty: 4566.041992
	Iteration 2F: 3 clusters Score -1157834 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1158230.375000 Penalty: 4566.041992
	Iteration 3F: 3 clusters Score -1158230 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1158601.375000 Penalty: 4566.041992
	Iteration 4F: 3 clusters Score -1158601 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1158969.875000 Penalty: 4566.041992
	Iteration 5F: 3 clusters Score -1158970 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1159358.375000 Penalty: 4566.041992
	Iteration 6F: 3 clusters Score -1159358 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1159735.000000 Penalty: 4566.041992
	Iteration 7F: 3 clusters Score -1159735 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1160087.875000 Penalty: 4566.041992
	Iteration 8F: 3 clusters Score -1160088 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1160392.375000 Penalty: 4566.041992
	Iteration 9Q: 3 clusters Score -1160392 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1160652.500000 Penalty: 4566.041992
	Iteration 10Q: 3 clusters Score -1160652 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1160857.250000 Penalty: 4566.041992
	Iteration 11Q: 3 clusters Score -1160857 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1160993.000000 Penalty: 4566.041992
	Iteration 12Q: 3 clusters Score -1160993 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1161105.125000 Penalty: 4566.041992
	Iteration 13Q: 3 clusters Score -1161105 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1161204.500000 Penalty: 4566.041992
	Iteration 14Q: 3 clusters Score -1161204 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1161292.750000 Penalty: 4566.041992
	Iteration 15Q: 3 clusters Score -1161293 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1161358.500000 Penalty: 4566.041992
	Iteration 16Q: 3 clusters Score -1161358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1161408.375000 Penalty: 4566.041992
	Iteration 17Q: 3 clusters Score -1161408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1161451.750000 Penalty: 4566.041992
	Iteration 18Q: 3 clusters Score -1161452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1161483.000000 Penalty: 4566.041992
	Iteration 19Q: 3 clusters Score -1161483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1161508.625000 Penalty: 4566.041992
	Iteration 20F: 3 clusters Score -1161509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1161534.000000 Penalty: 4566.041992
	Iteration 21Q: 3 clusters Score -1161534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1161546.125000 Penalty: 4566.041992
	Iteration 22Q: 3 clusters Score -1161546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1161546.875000 Penalty: 4566.041992
	Iteration 23Q: 3 clusters Score -1161547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1161552.250000 Penalty: 4566.041992
	Iteration 24Q: 3 clusters Score -1161552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1161553.000000 Penalty: 4566.041992
	Iteration 25Q: 3 clusters Score -1161553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1161556.500000 Penalty: 4566.041992
	Iteration 26Q: 3 clusters Score -1161556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1161558.500000 Penalty: 4566.041992
	Iteration 27Q: 3 clusters Score -1161558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1161558.500000 Penalty: 4566.041992
	Iteration 28Q: 3 clusters Score -1161558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1161559.250000 Penalty: 4566.041992
	Iteration 29Q: 3 clusters Score -1161559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1161561.125000 Penalty: 4566.041992
	Iteration 30Q: 3 clusters Score -1161561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1161560.875000 Penalty: 4566.041992
	Iteration 31Q: 3 clusters Score -1161561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1161560.875000 Penalty: 4566.041992
	Iteration 32F: 3 clusters Score -1161561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -70588.320312 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -70588.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68992.875000 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -68992.88 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -69491.445312 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -69491.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69600.460938 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -69600.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69649.328125 Penalty: 3291.429688
	Iteration 3Q: 3 clusters Score -69649.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69690.992188 Penalty: 3291.429688
	Iteration 4Q: 3 clusters Score -69690.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69772.890625 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -69772.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69809.500000 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -69809.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -69852.007812 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -69852.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -69886.289062 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -69886.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -69933.562500 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -69933.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -69977.554688 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -69977.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -70031.882812 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -70031.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -70054.617188 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -70054.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -70066.812500 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -70066.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -70088.343750 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -70088.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -70100.960938 Penalty: 3291.429688
	Iteration 15Q: 3 clusters Score -70100.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -70105.632812 Penalty: 3291.429688
	Iteration 16Q: 3 clusters Score -70105.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70106.093750 Penalty: 3291.429688
	Iteration 17Q: 3 clusters Score -70106.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70106.093750 Penalty: 3291.429688
	Iteration 18F: 3 clusters Score -70106.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Entering Unmasked Estep 
Score: -7749021.500000 Penalty: 2749.756104
	Iteration 0F: 2 clusters Score -7749022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -7704828.000000 Penalty: 5499.512207
	Iteration 0F: 3 clusters Score -7704828 nChanged 30529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -7722251.000000 Penalty: 5499.512207
	Iteration 1F: 3 clusters Score -7722251 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -7723292.000000 Penalty: 5499.512207
	Iteration 2Q: 3 clusters Score -7723292 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -7724647.000000 Penalty: 5499.512207
	Iteration 3Q: 3 clusters Score -7724647 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -7726588.000000 Penalty: 5499.512207
	Iteration 4F: 3 clusters Score -7726588 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -7729166.500000 Penalty: 5499.512207
	Iteration 5F: 3 clusters Score -7729166 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -7732010.000000 Penalty: 5499.512207
	Iteration 6F: 3 clusters Score -7732010 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -7735131.500000 Penalty: 5499.512207
	Iteration 7F: 3 clusters Score -7735132 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -7738111.500000 Penalty: 5499.512207
	Iteration 8F: 3 clusters Score -7738112 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -7740734.500000 Penalty: 5499.512207
	Iteration 9F: 3 clusters Score -7740734 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -7742527.500000 Penalty: 5499.512207
	Iteration 10Q: 3 clusters Score -7742528 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -7743914.000000 Penalty: 5499.512207
	Iteration 11Q: 3 clusters Score -7743914 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -7745120.500000 Penalty: 5499.512207
	Iteration 12Q: 3 clusters Score -7745120 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -7746057.500000 Penalty: 5499.512207
	Iteration 13Q: 3 clusters Score -7746058 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -7746732.500000 Penalty: 5499.512207
	Iteration 14Q: 3 clusters Score -7746732 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -7747130.000000 Penalty: 5499.512207
	Iteration 15Q: 3 clusters Score -7747130 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -7747414.000000 Penalty: 5499.512207
	Iteration 16Q: 3 clusters Score -7747414 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -7747649.000000 Penalty: 5499.512207
	Iteration 17Q: 3 clusters Score -7747649 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -7747798.000000 Penalty: 5499.512207
	Iteration 18Q: 3 clusters Score -7747798 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -7747943.000000 Penalty: 5499.512207
	Iteration 19Q: 3 clusters Score -7747943 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -7748054.500000 Penalty: 5499.512207
	Iteration 20F: 3 clusters Score -7748054 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -7748132.000000 Penalty: 5499.512207
	Iteration 21Q: 3 clusters Score -7748132 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -7748185.500000 Penalty: 5499.512207
	Iteration 22Q: 3 clusters Score -7748186 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -7748210.000000 Penalty: 5499.512207
	Iteration 23Q: 3 clusters Score -7748210 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -7748281.500000 Penalty: 5499.512207
	Iteration 24Q: 3 clusters Score -7748282 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -7748296.000000 Penalty: 5499.512207
	Iteration 25Q: 3 clusters Score -7748296 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -7748306.000000 Penalty: 5499.512207
	Iteration 26Q: 3 clusters Score -7748306 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -7748316.500000 Penalty: 5499.512207
	Iteration 27Q: 3 clusters Score -7748316 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -7748299.000000 Penalty: 5499.512207
	Iteration 28Q: 3 clusters Score -7748299 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -7748310.000000 Penalty: 5499.512207
	Iteration 29Q: 3 clusters Score -7748310 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -7748325.500000 Penalty: 5499.512207
	Iteration 30Q: 3 clusters Score -7748326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -7748328.500000 Penalty: 5499.512207
	Iteration 31Q: 3 clusters Score -7748328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -7748339.000000 Penalty: 5499.512207
	Iteration 32Q: 3 clusters Score -7748339 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -7748350.000000 Penalty: 5499.512207
	Iteration 33Q: 3 clusters Score -7748350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 54922 members 
Entering Unmasked Estep 
Score: -7748361.500000 Penalty: 5499.512207
	Iteration 34Q: 3 clusters Score -7748362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -7748355.000000 Penalty: 5499.512207
	Iteration 35Q: 3 clusters Score -7748355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -7748358.000000 Penalty: 5499.512207
	Iteration 36Q: 3 clusters Score -7748358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -7748354.000000 Penalty: 5499.512207
	Iteration 37Q: 3 clusters Score -7748354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -7748360.000000 Penalty: 5499.512207
	Iteration 38Q: 3 clusters Score -7748360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -7748376.000000 Penalty: 5499.512207
	Iteration 39Q: 3 clusters Score -7748376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -7748377.500000 Penalty: 5499.512207
	Iteration 40F: 3 clusters Score -7748378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -7748382.000000 Penalty: 5499.512207
	Iteration 41Q: 3 clusters Score -7748382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -7748375.000000 Penalty: 5499.512207
	Iteration 42Q: 3 clusters Score -7748375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -7748378.000000 Penalty: 5499.512207
	Iteration 43Q: 3 clusters Score -7748378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -7748371.000000 Penalty: 5499.512207
	Iteration 44Q: 3 clusters Score -7748371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -7748377.500000 Penalty: 5499.512207
	Iteration 45Q: 3 clusters Score -7748378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -7748382.000000 Penalty: 5499.512207
	Iteration 46Q: 3 clusters Score -7748382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 55372 members 
Entering Unmasked Estep 
Score: -7748374.000000 Penalty: 5499.512207
	Iteration 47Q: 3 clusters Score -7748374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -7748392.500000 Penalty: 5499.512207
	Iteration 48Q: 3 clusters Score -7748392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -7748381.000000 Penalty: 5499.512207
	Iteration 49Q: 3 clusters Score -7748381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -7748380.500000 Penalty: 5499.512207
	Iteration 50Q: 3 clusters Score -7748380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -7748388.000000 Penalty: 5499.512207
	Iteration 51Q: 3 clusters Score -7748388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -7748390.500000 Penalty: 5499.512207
	Iteration 52Q: 3 clusters Score -7748390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -7748386.500000 Penalty: 5499.512207
	Iteration 53Q: 3 clusters Score -7748386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -7748388.000000 Penalty: 5499.512207
	Iteration 54Q: 3 clusters Score -7748388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -7748380.000000 Penalty: 5499.512207
	Iteration 55Q: 3 clusters Score -7748380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -7748374.500000 Penalty: 5499.512207
	Iteration 56Q: 3 clusters Score -7748374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -7748374.500000 Penalty: 5499.512207
	Iteration 57F: 3 clusters Score -7748374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (163206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163206 members 
Entering Unmasked Estep 
Score: -19440100.000000 Penalty: 2976.686523
	Iteration 0F: 2 clusters Score -1.94401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81925 members 
Mstep: Class 2 contains 81281 members 
Entering Unmasked Estep 
Score: -19332498.000000 Penalty: 5953.373047
	Iteration 0F: 3 clusters Score -1.93325e+07 nChanged 77992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -19377544.000000 Penalty: 5953.373047
	Iteration 1F: 3 clusters Score -1.937754e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -19378718.000000 Penalty: 5953.373047
	Iteration 2Q: 3 clusters Score -1.937872e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -19380450.000000 Penalty: 5953.373047
	Iteration 3Q: 3 clusters Score -1.938045e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98554 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -19383524.000000 Penalty: 5953.373047
	Iteration 4Q: 3 clusters Score -1.938352e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107601 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -19388928.000000 Penalty: 5953.373047
	Iteration 5F: 3 clusters Score -1.938893e+07 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119988 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -19398246.000000 Penalty: 5953.373047
	Iteration 6F: 3 clusters Score -1.939825e+07 nChanged 14306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134210 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -19411116.000000 Penalty: 5953.373047
	Iteration 7F: 3 clusters Score -1.941112e+07 nChanged 12666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146840 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -19423262.000000 Penalty: 5953.373047
	Iteration 8F: 3 clusters Score -1.942326e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155281 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -19431256.000000 Penalty: 5953.373047
	Iteration 9F: 3 clusters Score -1.943126e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159586 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -19435168.000000 Penalty: 5953.373047
	Iteration 10Q: 3 clusters Score -1.943517e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161326 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -19436608.000000 Penalty: 5953.373047
	Iteration 11Q: 3 clusters Score -1.943661e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161981 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -19437132.000000 Penalty: 5953.373047
	Iteration 12Q: 3 clusters Score -1.943713e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162274 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -19437338.000000 Penalty: 5953.373047
	Iteration 13Q: 3 clusters Score -1.943734e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162412 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -19437502.000000 Penalty: 5953.373047
	Iteration 14Q: 3 clusters Score -1.94375e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162490 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -19437624.000000 Penalty: 5953.373047
	Iteration 15Q: 3 clusters Score -1.943762e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162534 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -19437686.000000 Penalty: 5953.373047
	Iteration 16Q: 3 clusters Score -1.943769e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162551 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -19437774.000000 Penalty: 5953.373047
	Iteration 17Q: 3 clusters Score -1.943777e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162573 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -19437818.000000 Penalty: 5953.373047
	Iteration 18Q: 3 clusters Score -1.943782e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162586 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -19437844.000000 Penalty: 5953.373047
	Iteration 19Q: 3 clusters Score -1.943784e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162579 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -19437876.000000 Penalty: 5953.373047
	Iteration 20F: 3 clusters Score -1.943788e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162582 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -19437902.000000 Penalty: 5953.373047
	Iteration 21Q: 3 clusters Score -1.94379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162586 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -19437926.000000 Penalty: 5953.373047
	Iteration 22Q: 3 clusters Score -1.943793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162584 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -19437938.000000 Penalty: 5953.373047
	Iteration 23Q: 3 clusters Score -1.943794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162578 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -19437936.000000 Penalty: 5953.373047
	Iteration 24Q: 3 clusters Score -1.943794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162572 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -19437936.000000 Penalty: 5953.373047
	Iteration 25Q: 3 clusters Score -1.943794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162567 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -19437934.000000 Penalty: 5953.373047
	Iteration 26Q: 3 clusters Score -1.943793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162564 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -19437932.000000 Penalty: 5953.373047
	Iteration 27Q: 3 clusters Score -1.943793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162563 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -19437930.000000 Penalty: 5953.373047
	Iteration 28Q: 3 clusters Score -1.943793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162562 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -19437936.000000 Penalty: 5953.373047
	Iteration 29Q: 3 clusters Score -1.943794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162564 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -19437936.000000 Penalty: 5953.373047
	Iteration 30Q: 3 clusters Score -1.943794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162563 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -19437932.000000 Penalty: 5953.373047
	Iteration 31Q: 3 clusters Score -1.943793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162564 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -19437934.000000 Penalty: 5953.373047
	Iteration 32Q: 3 clusters Score -1.943793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162564 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -19437934.000000 Penalty: 5953.373047
	Iteration 33F: 3 clusters Score -1.943793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Entering Unmasked Estep 
Score: -11293738.000000 Penalty: 2841.299316
	Iteration 0F: 2 clusters Score -1.129374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -11230631.000000 Penalty: 5682.598633
	Iteration 0F: 3 clusters Score -1.123063e+07 nChanged 44459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -11256216.000000 Penalty: 5682.598633
	Iteration 1F: 3 clusters Score -1.125622e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -11256837.000000 Penalty: 5682.598633
	Iteration 2Q: 3 clusters Score -1.125684e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -11257658.000000 Penalty: 5682.598633
	Iteration 3Q: 3 clusters Score -1.125766e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -11258451.000000 Penalty: 5682.598633
	Iteration 4Q: 3 clusters Score -1.125845e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -11259480.000000 Penalty: 5682.598633
	Iteration 5Q: 3 clusters Score -1.125948e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -11260761.000000 Penalty: 5682.598633
	Iteration 6Q: 3 clusters Score -1.126076e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -11262289.000000 Penalty: 5682.598633
	Iteration 7Q: 3 clusters Score -1.126229e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -11263861.000000 Penalty: 5682.598633
	Iteration 8Q: 3 clusters Score -1.126386e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -11265564.000000 Penalty: 5682.598633
	Iteration 9Q: 3 clusters Score -1.126556e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -11267389.000000 Penalty: 5682.598633
	Iteration 10Q: 3 clusters Score -1.126739e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -11269439.000000 Penalty: 5682.598633
	Iteration 11Q: 3 clusters Score -1.126944e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -11271829.000000 Penalty: 5682.598633
	Iteration 12Q: 3 clusters Score -1.127183e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -11274628.000000 Penalty: 5682.598633
	Iteration 13F: 3 clusters Score -1.127463e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
Score: -11277725.000000 Penalty: 5682.598633
	Iteration 14F: 3 clusters Score -1.127772e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -11281071.000000 Penalty: 5682.598633
	Iteration 15F: 3 clusters Score -1.128107e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -11284298.000000 Penalty: 5682.598633
	Iteration 16Q: 3 clusters Score -1.12843e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 87001 members 
Entering Unmasked Estep 
Score: -11286837.000000 Penalty: 5682.598633
	Iteration 17Q: 3 clusters Score -1.128684e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -11288668.000000 Penalty: 5682.598633
	Iteration 18Q: 3 clusters Score -1.128867e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 91394 members 
Entering Unmasked Estep 
Score: -11289781.000000 Penalty: 5682.598633
	Iteration 19Q: 3 clusters Score -1.128978e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -11290363.000000 Penalty: 5682.598633
	Iteration 20F: 3 clusters Score -1.129036e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -11290743.000000 Penalty: 5682.598633
	Iteration 21Q: 3 clusters Score -1.129074e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -11290919.000000 Penalty: 5682.598633
	Iteration 22Q: 3 clusters Score -1.129092e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -11290999.000000 Penalty: 5682.598633
	Iteration 23Q: 3 clusters Score -1.1291e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 93563 members 
Entering Unmasked Estep 
Score: -11291077.000000 Penalty: 5682.598633
	Iteration 24Q: 3 clusters Score -1.129108e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -11291137.000000 Penalty: 5682.598633
	Iteration 25Q: 3 clusters Score -1.129114e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -11291155.000000 Penalty: 5682.598633
	Iteration 26Q: 3 clusters Score -1.129116e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 93737 members 
Entering Unmasked Estep 
Score: -11291181.000000 Penalty: 5682.598633
	Iteration 27Q: 3 clusters Score -1.129118e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 93766 members 
Entering Unmasked Estep 
Score: -11291198.000000 Penalty: 5682.598633
	Iteration 28Q: 3 clusters Score -1.12912e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 93795 members 
Entering Unmasked Estep 
Score: -11291216.000000 Penalty: 5682.598633
	Iteration 29Q: 3 clusters Score -1.129122e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 93811 members 
Entering Unmasked Estep 
Score: -11291227.000000 Penalty: 5682.598633
	Iteration 30Q: 3 clusters Score -1.129123e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 93839 members 
Entering Unmasked Estep 
Score: -11291247.000000 Penalty: 5682.598633
	Iteration 31Q: 3 clusters Score -1.129125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 93854 members 
Entering Unmasked Estep 
Score: -11291247.000000 Penalty: 5682.598633
	Iteration 32Q: 3 clusters Score -1.129125e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 93870 members 
Entering Unmasked Estep 
Score: -11291268.000000 Penalty: 5682.598633
	Iteration 33Q: 3 clusters Score -1.129127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -11291280.000000 Penalty: 5682.598633
	Iteration 34Q: 3 clusters Score -1.129128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 93886 members 
Entering Unmasked Estep 
Score: -11291286.000000 Penalty: 5682.598633
	Iteration 35Q: 3 clusters Score -1.129129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -11291282.000000 Penalty: 5682.598633
	Iteration 36Q: 3 clusters Score -1.129128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 93896 members 
Entering Unmasked Estep 
Score: -11291284.000000 Penalty: 5682.598633
	Iteration 37Q: 3 clusters Score -1.129128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -11291286.000000 Penalty: 5682.598633
	Iteration 38Q: 3 clusters Score -1.129129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 93908 members 
Entering Unmasked Estep 
Score: -11291302.000000 Penalty: 5682.598633
	Iteration 39Q: 3 clusters Score -1.12913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -11291307.000000 Penalty: 5682.598633
	Iteration 40F: 3 clusters Score -1.129131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -11291307.000000 Penalty: 5682.598633
	Iteration 41Q: 3 clusters Score -1.129131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -11291307.000000 Penalty: 5682.598633
	Iteration 42F: 3 clusters Score -1.129131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Entering Unmasked Estep 
Score: -520259.906250 Penalty: 2096.971436
	Iteration 0F: 2 clusters Score -520259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -515891.562500 Penalty: 4193.942871
	Iteration 0F: 3 clusters Score -515891.6 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -517103.000000 Penalty: 4193.942871
	Iteration 1F: 3 clusters Score -517103 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -517585.375000 Penalty: 4193.942871
	Iteration 2F: 3 clusters Score -517585.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -518022.718750 Penalty: 4193.942871
	Iteration 3F: 3 clusters Score -518022.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -518337.187500 Penalty: 4193.942871
	Iteration 4F: 3 clusters Score -518337.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -518557.562500 Penalty: 4193.942871
	Iteration 5F: 3 clusters Score -518557.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -518687.250000 Penalty: 4193.942871
	Iteration 6Q: 3 clusters Score -518687.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -518773.125000 Penalty: 4193.942871
	Iteration 7Q: 3 clusters Score -518773.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -518836.437500 Penalty: 4193.942871
	Iteration 8Q: 3 clusters Score -518836.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -518895.125000 Penalty: 4193.942871
	Iteration 9Q: 3 clusters Score -518895.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -518945.125000 Penalty: 4193.942871
	Iteration 10Q: 3 clusters Score -518945.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -518994.687500 Penalty: 4193.942871
	Iteration 11Q: 3 clusters Score -518994.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -519032.750000 Penalty: 4193.942871
	Iteration 12Q: 3 clusters Score -519032.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -519050.062500 Penalty: 4193.942871
	Iteration 13Q: 3 clusters Score -519050.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -519063.437500 Penalty: 4193.942871
	Iteration 14Q: 3 clusters Score -519063.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -519075.718750 Penalty: 4193.942871
	Iteration 15Q: 3 clusters Score -519075.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -519081.406250 Penalty: 4193.942871
	Iteration 16Q: 3 clusters Score -519081.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -519086.593750 Penalty: 4193.942871
	Iteration 17Q: 3 clusters Score -519086.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -519090.000000 Penalty: 4193.942871
	Iteration 18Q: 3 clusters Score -519090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -519095.875000 Penalty: 4193.942871
	Iteration 19Q: 3 clusters Score -519095.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -519098.468750 Penalty: 4193.942871
	Iteration 20F: 3 clusters Score -519098.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -519100.843750 Penalty: 4193.942871
	Iteration 21Q: 3 clusters Score -519100.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -519101.656250 Penalty: 4193.942871
	Iteration 22Q: 3 clusters Score -519101.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -519102.218750 Penalty: 4193.942871
	Iteration 23Q: 3 clusters Score -519102.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -519104.312500 Penalty: 4193.942871
	Iteration 24Q: 3 clusters Score -519104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -519105.656250 Penalty: 4193.942871
	Iteration 25Q: 3 clusters Score -519105.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -519106.312500 Penalty: 4193.942871
	Iteration 26Q: 3 clusters Score -519106.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -519107.812500 Penalty: 4193.942871
	Iteration 27Q: 3 clusters Score -519107.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -519110.281250 Penalty: 4193.942871
	Iteration 28Q: 3 clusters Score -519110.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -519113.875000 Penalty: 4193.942871
	Iteration 29Q: 3 clusters Score -519113.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -519118.625000 Penalty: 4193.942871
	Iteration 30Q: 3 clusters Score -519118.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -519123.531250 Penalty: 4193.942871
	Iteration 31Q: 3 clusters Score -519123.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -519124.750000 Penalty: 4193.942871
	Iteration 32Q: 3 clusters Score -519124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -519127.281250 Penalty: 4193.942871
	Iteration 33Q: 3 clusters Score -519127.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -519132.250000 Penalty: 4193.942871
	Iteration 34Q: 3 clusters Score -519132.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -519140.250000 Penalty: 4193.942871
	Iteration 35Q: 3 clusters Score -519140.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -519155.187500 Penalty: 4193.942871
	Iteration 36Q: 3 clusters Score -519155.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -519175.250000 Penalty: 4193.942871
	Iteration 37Q: 3 clusters Score -519175.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -519197.125000 Penalty: 4193.942871
	Iteration 38Q: 3 clusters Score -519197.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -519246.593750 Penalty: 4193.942871
	Iteration 39Q: 3 clusters Score -519246.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -519302.875000 Penalty: 4193.942871
	Iteration 40F: 3 clusters Score -519302.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -519334.937500 Penalty: 4193.942871
	Iteration 41Q: 3 clusters Score -519334.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -519349.906250 Penalty: 4193.942871
	Iteration 42Q: 3 clusters Score -519349.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -519358.218750 Penalty: 4193.942871
	Iteration 43Q: 3 clusters Score -519358.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -519362.500000 Penalty: 4193.942871
	Iteration 44Q: 3 clusters Score -519362.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -519365.218750 Penalty: 4193.942871
	Iteration 45Q: 3 clusters Score -519365.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -519366.562500 Penalty: 4193.942871
	Iteration 46Q: 3 clusters Score -519366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -519367.250000 Penalty: 4193.942871
	Iteration 47Q: 3 clusters Score -519367.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -519367.312500 Penalty: 4193.942871
	Iteration 48Q: 3 clusters Score -519367.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -519369.625000 Penalty: 4193.942871
	Iteration 49Q: 3 clusters Score -519369.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -519370.687500 Penalty: 4193.942871
	Iteration 50Q: 3 clusters Score -519370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -519371.750000 Penalty: 4193.942871
	Iteration 51Q: 3 clusters Score -519371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -519372.500000 Penalty: 4193.942871
	Iteration 52Q: 3 clusters Score -519372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -519372.500000 Penalty: 4193.942871
	Iteration 53F: 3 clusters Score -519372.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -455173.156250 Penalty: 2053.741943
	Iteration 0F: 2 clusters Score -455173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -451285.312500 Penalty: 4107.483887
	Iteration 0F: 3 clusters Score -451285.3 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -452143.812500 Penalty: 4107.483887
	Iteration 1F: 3 clusters Score -452143.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -452288.625000 Penalty: 4107.483887
	Iteration 2F: 3 clusters Score -452288.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -452388.343750 Penalty: 4107.483887
	Iteration 3Q: 3 clusters Score -452388.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -452460.718750 Penalty: 4107.483887
	Iteration 4Q: 3 clusters Score -452460.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -452509.281250 Penalty: 4107.483887
	Iteration 5Q: 3 clusters Score -452509.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -452541.406250 Penalty: 4107.483887
	Iteration 6Q: 3 clusters Score -452541.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -452569.218750 Penalty: 4107.483887
	Iteration 7Q: 3 clusters Score -452569.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -452597.156250 Penalty: 4107.483887
	Iteration 8Q: 3 clusters Score -452597.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -452639.875000 Penalty: 4107.483887
	Iteration 9Q: 3 clusters Score -452639.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -452676.187500 Penalty: 4107.483887
	Iteration 10Q: 3 clusters Score -452676.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -452703.656250 Penalty: 4107.483887
	Iteration 11Q: 3 clusters Score -452703.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -452732.875000 Penalty: 4107.483887
	Iteration 12Q: 3 clusters Score -452732.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -452760.687500 Penalty: 4107.483887
	Iteration 13Q: 3 clusters Score -452760.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -452795.031250 Penalty: 4107.483887
	Iteration 14Q: 3 clusters Score -452795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -452834.062500 Penalty: 4107.483887
	Iteration 15Q: 3 clusters Score -452834.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -452871.312500 Penalty: 4107.483887
	Iteration 16Q: 3 clusters Score -452871.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -452899.312500 Penalty: 4107.483887
	Iteration 17Q: 3 clusters Score -452899.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -452923.375000 Penalty: 4107.483887
	Iteration 18Q: 3 clusters Score -452923.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -452945.187500 Penalty: 4107.483887
	Iteration 19Q: 3 clusters Score -452945.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -452960.312500 Penalty: 4107.483887
	Iteration 20F: 3 clusters Score -452960.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -452974.093750 Penalty: 4107.483887
	Iteration 21Q: 3 clusters Score -452974.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -452990.000000 Penalty: 4107.483887
	Iteration 22Q: 3 clusters Score -452990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -453009.875000 Penalty: 4107.483887
	Iteration 23Q: 3 clusters Score -453009.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -453037.031250 Penalty: 4107.483887
	Iteration 24Q: 3 clusters Score -453037 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -453061.562500 Penalty: 4107.483887
	Iteration 25Q: 3 clusters Score -453061.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -453080.875000 Penalty: 4107.483887
	Iteration 26Q: 3 clusters Score -453080.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -453103.968750 Penalty: 4107.483887
	Iteration 27Q: 3 clusters Score -453104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -453130.625000 Penalty: 4107.483887
	Iteration 28Q: 3 clusters Score -453130.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -453160.843750 Penalty: 4107.483887
	Iteration 29Q: 3 clusters Score -453160.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -453205.312500 Penalty: 4107.483887
	Iteration 30Q: 3 clusters Score -453205.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -453253.156250 Penalty: 4107.483887
	Iteration 31Q: 3 clusters Score -453253.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -453298.062500 Penalty: 4107.483887
	Iteration 32Q: 3 clusters Score -453298.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -453347.562500 Penalty: 4107.483887
	Iteration 33Q: 3 clusters Score -453347.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -453405.593750 Penalty: 4107.483887
	Iteration 34Q: 3 clusters Score -453405.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -453480.062500 Penalty: 4107.483887
	Iteration 35Q: 3 clusters Score -453480.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -453554.156250 Penalty: 4107.483887
	Iteration 36Q: 3 clusters Score -453554.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -453615.437500 Penalty: 4107.483887
	Iteration 37Q: 3 clusters Score -453615.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -453651.062500 Penalty: 4107.483887
	Iteration 38Q: 3 clusters Score -453651.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -453671.062500 Penalty: 4107.483887
	Iteration 39Q: 3 clusters Score -453671.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -453688.687500 Penalty: 4107.483887
	Iteration 40F: 3 clusters Score -453688.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -453701.093750 Penalty: 4107.483887
	Iteration 41Q: 3 clusters Score -453701.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -453711.562500 Penalty: 4107.483887
	Iteration 42Q: 3 clusters Score -453711.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -453716.687500 Penalty: 4107.483887
	Iteration 43Q: 3 clusters Score -453716.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -453719.187500 Penalty: 4107.483887
	Iteration 44Q: 3 clusters Score -453719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -453720.375000 Penalty: 4107.483887
	Iteration 45Q: 3 clusters Score -453720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -453721.343750 Penalty: 4107.483887
	Iteration 46Q: 3 clusters Score -453721.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -453722.406250 Penalty: 4107.483887
	Iteration 47Q: 3 clusters Score -453722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -453723.218750 Penalty: 4107.483887
	Iteration 48Q: 3 clusters Score -453723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -453723.218750 Penalty: 4107.483887
	Iteration 49F: 3 clusters Score -453723.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (179668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179668 members 
Entering Unmasked Estep 
Score: -21478438.000000 Penalty: 3000.518555
	Iteration 0F: 2 clusters Score -2.147844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 89751 members 
Entering Unmasked Estep 
Score: -21366242.000000 Penalty: 6001.037109
	Iteration 0F: 3 clusters Score -2.136624e+07 nChanged 86096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -21416684.000000 Penalty: 6001.037109
	Iteration 1F: 3 clusters Score -2.141668e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92665 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -21417994.000000 Penalty: 6001.037109
	Iteration 2Q: 3 clusters Score -2.141799e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95126 members 
Mstep: Class 2 contains 84542 members 
Entering Unmasked Estep 
Score: -21419612.000000 Penalty: 6001.037109
	Iteration 3Q: 3 clusters Score -2.141961e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98890 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -21422092.000000 Penalty: 6001.037109
	Iteration 4Q: 3 clusters Score -2.142209e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104419 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -21425582.000000 Penalty: 6001.037109
	Iteration 5Q: 3 clusters Score -2.142558e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112165 members 
Mstep: Class 2 contains 67503 members 
Entering Unmasked Estep 
Score: -21431090.000000 Penalty: 6001.037109
	Iteration 6F: 3 clusters Score -2.143109e+07 nChanged 12196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122169 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -21438684.000000 Penalty: 6001.037109
	Iteration 7F: 3 clusters Score -2.143868e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133860 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -21448726.000000 Penalty: 6001.037109
	Iteration 8F: 3 clusters Score -2.144873e+07 nChanged 12874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145782 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -21459398.000000 Penalty: 6001.037109
	Iteration 9F: 3 clusters Score -2.14594e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156255 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -21467530.000000 Penalty: 6001.037109
	Iteration 10F: 3 clusters Score -2.146753e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -21472224.000000 Penalty: 6001.037109
	Iteration 11Q: 3 clusters Score -2.147222e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169472 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -21474680.000000 Penalty: 6001.037109
	Iteration 12Q: 3 clusters Score -2.147468e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172494 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -21475782.000000 Penalty: 6001.037109
	Iteration 13Q: 3 clusters Score -2.147578e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174213 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -21476528.000000 Penalty: 6001.037109
	Iteration 14Q: 3 clusters Score -2.147653e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175113 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -21476970.000000 Penalty: 6001.037109
	Iteration 15Q: 3 clusters Score -2.147697e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175600 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -21477242.000000 Penalty: 6001.037109
	Iteration 16Q: 3 clusters Score -2.147724e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175920 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -21477370.000000 Penalty: 6001.037109
	Iteration 17Q: 3 clusters Score -2.147737e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176155 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -21477442.000000 Penalty: 6001.037109
	Iteration 18Q: 3 clusters Score -2.147744e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176301 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -21477490.000000 Penalty: 6001.037109
	Iteration 19Q: 3 clusters Score -2.147749e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176413 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -21477486.000000 Penalty: 6001.037109
	Iteration 20F: 3 clusters Score -2.147749e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176506 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -21477518.000000 Penalty: 6001.037109
	Iteration 21Q: 3 clusters Score -2.147752e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176589 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -21477510.000000 Penalty: 6001.037109
	Iteration 22Q: 3 clusters Score -2.147751e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176656 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -21477520.000000 Penalty: 6001.037109
	Iteration 23Q: 3 clusters Score -2.147752e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176709 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -21477522.000000 Penalty: 6001.037109
	Iteration 24Q: 3 clusters Score -2.147752e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176757 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -21477490.000000 Penalty: 6001.037109
	Iteration 25Q: 3 clusters Score -2.147749e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176788 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -21477478.000000 Penalty: 6001.037109
	Iteration 26Q: 3 clusters Score -2.147748e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176823 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -21477476.000000 Penalty: 6001.037109
	Iteration 27Q: 3 clusters Score -2.147748e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176851 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -21477466.000000 Penalty: 6001.037109
	Iteration 28Q: 3 clusters Score -2.147747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176885 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -21477426.000000 Penalty: 6001.037109
	Iteration 29Q: 3 clusters Score -2.147743e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176918 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -21477414.000000 Penalty: 6001.037109
	Iteration 30Q: 3 clusters Score -2.147741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176932 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -21477396.000000 Penalty: 6001.037109
	Iteration 31Q: 3 clusters Score -2.14774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176945 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -21477384.000000 Penalty: 6001.037109
	Iteration 32Q: 3 clusters Score -2.147738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176952 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -21477396.000000 Penalty: 6001.037109
	Iteration 33Q: 3 clusters Score -2.14774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176959 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -21477382.000000 Penalty: 6001.037109
	Iteration 34Q: 3 clusters Score -2.147738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176969 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -21477386.000000 Penalty: 6001.037109
	Iteration 35Q: 3 clusters Score -2.147739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176981 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -21477394.000000 Penalty: 6001.037109
	Iteration 36Q: 3 clusters Score -2.147739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176991 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -21477374.000000 Penalty: 6001.037109
	Iteration 37Q: 3 clusters Score -2.147737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176997 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -21477370.000000 Penalty: 6001.037109
	Iteration 38Q: 3 clusters Score -2.147737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177003 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -21477388.000000 Penalty: 6001.037109
	Iteration 39Q: 3 clusters Score -2.147739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177009 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -21477390.000000 Penalty: 6001.037109
	Iteration 40F: 3 clusters Score -2.147739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177013 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -21477362.000000 Penalty: 6001.037109
	Iteration 41Q: 3 clusters Score -2.147736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177013 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -21477378.000000 Penalty: 6001.037109
	Iteration 42Q: 3 clusters Score -2.147738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177013 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -21477368.000000 Penalty: 6001.037109
	Iteration 43Q: 3 clusters Score -2.147737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177015 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -21477370.000000 Penalty: 6001.037109
	Iteration 44Q: 3 clusters Score -2.147737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177022 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -21477388.000000 Penalty: 6001.037109
	Iteration 45Q: 3 clusters Score -2.147739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177024 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -21477386.000000 Penalty: 6001.037109
	Iteration 46Q: 3 clusters Score -2.147739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177026 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -21477378.000000 Penalty: 6001.037109
	Iteration 47Q: 3 clusters Score -2.147738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177027 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -21477382.000000 Penalty: 6001.037109
	Iteration 48Q: 3 clusters Score -2.147738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177027 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -21477382.000000 Penalty: 6001.037109
	Iteration 49F: 3 clusters Score -2.147738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -307446.531250 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -307446.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -304410.750000 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -304410.8 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -304965.531250 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -304965.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -305100.687500 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -305100.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -305182.125000 Penalty: 3925.106445
	Iteration 3Q: 3 clusters Score -305182.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -305225.968750 Penalty: 3925.106445
	Iteration 4Q: 3 clusters Score -305226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -305251.468750 Penalty: 3925.106445
	Iteration 5Q: 3 clusters Score -305251.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -305264.281250 Penalty: 3925.106445
	Iteration 6Q: 3 clusters Score -305264.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -305281.343750 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -305281.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -305290.593750 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -305290.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -305297.093750 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -305297.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -305302.250000 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -305302.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -305308.937500 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -305308.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -305311.593750 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -305311.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -305316.250000 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -305316.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -305322.343750 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -305322.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -305328.250000 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -305328.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -305338.468750 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -305338.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -305349.406250 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -305349.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -305355.718750 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -305355.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -305361.968750 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -305362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -305367.843750 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -305367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -305371.375000 Penalty: 3925.106445
	Iteration 21Q: 3 clusters Score -305371.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -305374.968750 Penalty: 3925.106445
	Iteration 22Q: 3 clusters Score -305375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -305381.218750 Penalty: 3925.106445
	Iteration 23Q: 3 clusters Score -305381.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -305384.093750 Penalty: 3925.106445
	Iteration 24Q: 3 clusters Score -305384.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -305388.625000 Penalty: 3925.106445
	Iteration 25Q: 3 clusters Score -305388.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -305393.562500 Penalty: 3925.106445
	Iteration 26Q: 3 clusters Score -305393.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -305397.750000 Penalty: 3925.106445
	Iteration 27Q: 3 clusters Score -305397.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -305400.906250 Penalty: 3925.106445
	Iteration 28Q: 3 clusters Score -305400.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -305403.812500 Penalty: 3925.106445
	Iteration 29Q: 3 clusters Score -305403.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -305406.406250 Penalty: 3925.106445
	Iteration 30Q: 3 clusters Score -305406.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -305408.031250 Penalty: 3925.106445
	Iteration 31Q: 3 clusters Score -305408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -305409.562500 Penalty: 3925.106445
	Iteration 32Q: 3 clusters Score -305409.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -305411.250000 Penalty: 3925.106445
	Iteration 33Q: 3 clusters Score -305411.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -305414.250000 Penalty: 3925.106445
	Iteration 34Q: 3 clusters Score -305414.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -305417.000000 Penalty: 3925.106445
	Iteration 35Q: 3 clusters Score -305417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -305417.406250 Penalty: 3925.106445
	Iteration 36Q: 3 clusters Score -305417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -305418.437500 Penalty: 3925.106445
	Iteration 37Q: 3 clusters Score -305418.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -305419.531250 Penalty: 3925.106445
	Iteration 38Q: 3 clusters Score -305419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -305421.156250 Penalty: 3925.106445
	Iteration 39Q: 3 clusters Score -305421.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -305424.406250 Penalty: 3925.106445
	Iteration 40F: 3 clusters Score -305424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -305424.656250 Penalty: 3925.106445
	Iteration 41Q: 3 clusters Score -305424.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -305424.656250 Penalty: 3925.106445
	Iteration 42F: 3 clusters Score -305424.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -492485.687500 Penalty: 2070.437256
	Iteration 0F: 2 clusters Score -492485.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -488475.687500 Penalty: 4140.874512
	Iteration 0F: 3 clusters Score -488475.7 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -489337.062500 Penalty: 4140.874512
	Iteration 1F: 3 clusters Score -489337.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -489496.031250 Penalty: 4140.874512
	Iteration 2F: 3 clusters Score -489496 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -489608.500000 Penalty: 4140.874512
	Iteration 3Q: 3 clusters Score -489608.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -489681.000000 Penalty: 4140.874512
	Iteration 4Q: 3 clusters Score -489681 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -489722.093750 Penalty: 4140.874512
	Iteration 5Q: 3 clusters Score -489722.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -489753.031250 Penalty: 4140.874512
	Iteration 6Q: 3 clusters Score -489753 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -489777.937500 Penalty: 4140.874512
	Iteration 7Q: 3 clusters Score -489777.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -489803.406250 Penalty: 4140.874512
	Iteration 8Q: 3 clusters Score -489803.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -489827.812500 Penalty: 4140.874512
	Iteration 9Q: 3 clusters Score -489827.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -489850.031250 Penalty: 4140.874512
	Iteration 10Q: 3 clusters Score -489850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -489864.750000 Penalty: 4140.874512
	Iteration 11Q: 3 clusters Score -489864.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -489882.468750 Penalty: 4140.874512
	Iteration 12Q: 3 clusters Score -489882.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -489892.781250 Penalty: 4140.874512
	Iteration 13Q: 3 clusters Score -489892.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -489901.937500 Penalty: 4140.874512
	Iteration 14Q: 3 clusters Score -489901.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -489911.781250 Penalty: 4140.874512
	Iteration 15Q: 3 clusters Score -489911.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -489918.562500 Penalty: 4140.874512
	Iteration 16Q: 3 clusters Score -489918.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -489925.000000 Penalty: 4140.874512
	Iteration 17Q: 3 clusters Score -489925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -489933.281250 Penalty: 4140.874512
	Iteration 18Q: 3 clusters Score -489933.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -489941.250000 Penalty: 4140.874512
	Iteration 19Q: 3 clusters Score -489941.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -489945.156250 Penalty: 4140.874512
	Iteration 20F: 3 clusters Score -489945.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -489952.468750 Penalty: 4140.874512
	Iteration 21Q: 3 clusters Score -489952.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -489957.437500 Penalty: 4140.874512
	Iteration 22Q: 3 clusters Score -489957.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -489960.875000 Penalty: 4140.874512
	Iteration 23Q: 3 clusters Score -489960.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -489964.843750 Penalty: 4140.874512
	Iteration 24Q: 3 clusters Score -489964.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -489969.625000 Penalty: 4140.874512
	Iteration 25Q: 3 clusters Score -489969.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -489976.531250 Penalty: 4140.874512
	Iteration 26Q: 3 clusters Score -489976.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -489981.343750 Penalty: 4140.874512
	Iteration 27Q: 3 clusters Score -489981.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -489983.906250 Penalty: 4140.874512
	Iteration 28Q: 3 clusters Score -489983.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -489991.218750 Penalty: 4140.874512
	Iteration 29Q: 3 clusters Score -489991.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -489996.468750 Penalty: 4140.874512
	Iteration 30Q: 3 clusters Score -489996.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -490002.750000 Penalty: 4140.874512
	Iteration 31Q: 3 clusters Score -490002.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -490005.000000 Penalty: 4140.874512
	Iteration 32Q: 3 clusters Score -490005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -490007.625000 Penalty: 4140.874512
	Iteration 33Q: 3 clusters Score -490007.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -490009.468750 Penalty: 4140.874512
	Iteration 34Q: 3 clusters Score -490009.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -490010.531250 Penalty: 4140.874512
	Iteration 35Q: 3 clusters Score -490010.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -490012.093750 Penalty: 4140.874512
	Iteration 36Q: 3 clusters Score -490012.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -490014.562500 Penalty: 4140.874512
	Iteration 37Q: 3 clusters Score -490014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -490016.000000 Penalty: 4140.874512
	Iteration 38Q: 3 clusters Score -490016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -490016.312500 Penalty: 4140.874512
	Iteration 39Q: 3 clusters Score -490016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -490018.218750 Penalty: 4140.874512
	Iteration 40F: 3 clusters Score -490018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -490018.437500 Penalty: 4140.874512
	Iteration 41Q: 3 clusters Score -490018.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -490019.000000 Penalty: 4140.874512
	Iteration 42Q: 3 clusters Score -490019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -490019.000000 Penalty: 4140.874512
	Iteration 43F: 3 clusters Score -490019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Entering Unmasked Estep 
Score: -566729.437500 Penalty: 2121.226318
	Iteration 0F: 2 clusters Score -566729.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -562071.562500 Penalty: 4242.452637
	Iteration 0F: 3 clusters Score -562071.6 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -563256.062500 Penalty: 4242.452637
	Iteration 1F: 3 clusters Score -563256.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -563591.187500 Penalty: 4242.452637
	Iteration 2F: 3 clusters Score -563591.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -563856.312500 Penalty: 4242.452637
	Iteration 3F: 3 clusters Score -563856.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -564009.000000 Penalty: 4242.452637
	Iteration 4Q: 3 clusters Score -564009 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -564141.562500 Penalty: 4242.452637
	Iteration 5Q: 3 clusters Score -564141.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -564274.250000 Penalty: 4242.452637
	Iteration 6Q: 3 clusters Score -564274.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -564398.687500 Penalty: 4242.452637
	Iteration 7Q: 3 clusters Score -564398.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -564531.500000 Penalty: 4242.452637
	Iteration 8Q: 3 clusters Score -564531.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -564671.187500 Penalty: 4242.452637
	Iteration 9Q: 3 clusters Score -564671.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -564832.687500 Penalty: 4242.452637
	Iteration 10Q: 3 clusters Score -564832.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -565024.312500 Penalty: 4242.452637
	Iteration 11Q: 3 clusters Score -565024.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -565211.687500 Penalty: 4242.452637
	Iteration 12Q: 3 clusters Score -565211.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -565368.687500 Penalty: 4242.452637
	Iteration 13Q: 3 clusters Score -565368.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -565483.312500 Penalty: 4242.452637
	Iteration 14Q: 3 clusters Score -565483.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -565563.937500 Penalty: 4242.452637
	Iteration 15Q: 3 clusters Score -565563.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -565636.937500 Penalty: 4242.452637
	Iteration 16Q: 3 clusters Score -565636.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -565687.000000 Penalty: 4242.452637
	Iteration 17Q: 3 clusters Score -565687 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -565724.000000 Penalty: 4242.452637
	Iteration 18Q: 3 clusters Score -565724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -565752.000000 Penalty: 4242.452637
	Iteration 19Q: 3 clusters Score -565752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -565766.812500 Penalty: 4242.452637
	Iteration 20F: 3 clusters Score -565766.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -565774.500000 Penalty: 4242.452637
	Iteration 21Q: 3 clusters Score -565774.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -565777.500000 Penalty: 4242.452637
	Iteration 22Q: 3 clusters Score -565777.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -565777.437500 Penalty: 4242.452637
	Iteration 23Q: 3 clusters Score -565777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -565778.937500 Penalty: 4242.452637
	Iteration 24Q: 3 clusters Score -565778.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -565780.625000 Penalty: 4242.452637
	Iteration 25Q: 3 clusters Score -565780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -565780.250000 Penalty: 4242.452637
	Iteration 26Q: 3 clusters Score -565780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -565780.687500 Penalty: 4242.452637
	Iteration 27Q: 3 clusters Score -565780.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -565781.125000 Penalty: 4242.452637
	Iteration 28Q: 3 clusters Score -565781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -565781.125000 Penalty: 4242.452637
	Iteration 29F: 3 clusters Score -565781.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Entering Unmasked Estep 
Score: -1115893.875000 Penalty: 2267.125000
	Iteration 0F: 2 clusters Score -1115894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1108604.375000 Penalty: 4534.250000
	Iteration 0F: 3 clusters Score -1108604 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1110789.750000 Penalty: 4534.250000
	Iteration 1F: 3 clusters Score -1110790 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1111092.000000 Penalty: 4534.250000
	Iteration 2F: 3 clusters Score -1111092 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1111345.125000 Penalty: 4534.250000
	Iteration 3F: 3 clusters Score -1111345 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1111601.875000 Penalty: 4534.250000
	Iteration 4Q: 3 clusters Score -1111602 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1111891.250000 Penalty: 4534.250000
	Iteration 5F: 3 clusters Score -1111891 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1112229.250000 Penalty: 4534.250000
	Iteration 6F: 3 clusters Score -1112229 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1112580.875000 Penalty: 4534.250000
	Iteration 7F: 3 clusters Score -1112581 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1112954.000000 Penalty: 4534.250000
	Iteration 8F: 3 clusters Score -1112954 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1113264.750000 Penalty: 4534.250000
	Iteration 9Q: 3 clusters Score -1113265 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1113520.000000 Penalty: 4534.250000
	Iteration 10Q: 3 clusters Score -1113520 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1113684.125000 Penalty: 4534.250000
	Iteration 11Q: 3 clusters Score -1113684 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1113791.375000 Penalty: 4534.250000
	Iteration 12Q: 3 clusters Score -1113791 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1113884.250000 Penalty: 4534.250000
	Iteration 13Q: 3 clusters Score -1113884 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1113949.125000 Penalty: 4534.250000
	Iteration 14Q: 3 clusters Score -1113949 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1113996.625000 Penalty: 4534.250000
	Iteration 15Q: 3 clusters Score -1113997 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1114032.000000 Penalty: 4534.250000
	Iteration 16Q: 3 clusters Score -1114032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1114057.125000 Penalty: 4534.250000
	Iteration 17Q: 3 clusters Score -1114057 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1114080.875000 Penalty: 4534.250000
	Iteration 18Q: 3 clusters Score -1114081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1114096.375000 Penalty: 4534.250000
	Iteration 19Q: 3 clusters Score -1114096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1114112.625000 Penalty: 4534.250000
	Iteration 20F: 3 clusters Score -1114113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1114124.125000 Penalty: 4534.250000
	Iteration 21Q: 3 clusters Score -1114124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1114135.500000 Penalty: 4534.250000
	Iteration 22Q: 3 clusters Score -1114136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1114143.875000 Penalty: 4534.250000
	Iteration 23Q: 3 clusters Score -1114144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1114150.000000 Penalty: 4534.250000
	Iteration 24Q: 3 clusters Score -1114150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1114151.750000 Penalty: 4534.250000
	Iteration 25Q: 3 clusters Score -1114152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1114151.000000 Penalty: 4534.250000
	Iteration 26Q: 3 clusters Score -1114151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1114149.625000 Penalty: 4534.250000
	Iteration 27Q: 3 clusters Score -1114150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1114149.625000 Penalty: 4534.250000
	Iteration 28F: 3 clusters Score -1114150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (214016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214016 members 
Entering Unmasked Estep 
Score: -25607530.000000 Penalty: 3043.903809
	Iteration 0F: 2 clusters Score -2.560753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106762 members 
Mstep: Class 2 contains 107254 members 
Entering Unmasked Estep 
Score: -25490596.000000 Penalty: 6087.807617
	Iteration 0F: 3 clusters Score -2.54906e+07 nChanged 102877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101771 members 
Mstep: Class 2 contains 112245 members 
Entering Unmasked Estep 
Score: -25549868.000000 Penalty: 6087.807617
	Iteration 1F: 3 clusters Score -2.554987e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98893 members 
Mstep: Class 2 contains 115123 members 
Entering Unmasked Estep 
Score: -25551022.000000 Penalty: 6087.807617
	Iteration 2Q: 3 clusters Score -2.555102e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 119788 members 
Entering Unmasked Estep 
Score: -25552504.000000 Penalty: 6087.807617
	Iteration 3Q: 3 clusters Score -2.55525e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86855 members 
Mstep: Class 2 contains 127161 members 
Entering Unmasked Estep 
Score: -25555298.000000 Penalty: 6087.807617
	Iteration 4Q: 3 clusters Score -2.55553e+07 nChanged 11520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75737 members 
Mstep: Class 2 contains 138279 members 
Entering Unmasked Estep 
Score: -25561454.000000 Penalty: 6087.807617
	Iteration 5F: 3 clusters Score -2.556145e+07 nChanged 16270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 154401 members 
Entering Unmasked Estep 
Score: -25571596.000000 Penalty: 6087.807617
	Iteration 6F: 3 clusters Score -2.55716e+07 nChanged 20520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 174887 members 
Entering Unmasked Estep 
Score: -25584090.000000 Penalty: 6087.807617
	Iteration 7F: 3 clusters Score -2.558409e+07 nChanged 19639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 194504 members 
Entering Unmasked Estep 
Score: -25595152.000000 Penalty: 6087.807617
	Iteration 8F: 3 clusters Score -2.559515e+07 nChanged 12480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 206982 members 
Entering Unmasked Estep 
Score: -25601008.000000 Penalty: 6087.807617
	Iteration 9F: 3 clusters Score -2.560101e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 211884 members 
Entering Unmasked Estep 
Score: -25603346.000000 Penalty: 6087.807617
	Iteration 10Q: 3 clusters Score -2.560335e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 213270 members 
Entering Unmasked Estep 
Score: -25604312.000000 Penalty: 6087.807617
	Iteration 11Q: 3 clusters Score -2.560431e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 213594 members 
Entering Unmasked Estep 
Score: -25604654.000000 Penalty: 6087.807617
	Iteration 12Q: 3 clusters Score -2.560465e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 213682 members 
Entering Unmasked Estep 
Score: -25604790.000000 Penalty: 6087.807617
	Iteration 13Q: 3 clusters Score -2.560479e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 213712 members 
Entering Unmasked Estep 
Score: -25604836.000000 Penalty: 6087.807617
	Iteration 14Q: 3 clusters Score -2.560484e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 213720 members 
Entering Unmasked Estep 
Score: -25604892.000000 Penalty: 6087.807617
	Iteration 15Q: 3 clusters Score -2.560489e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 213728 members 
Entering Unmasked Estep 
Score: -25604932.000000 Penalty: 6087.807617
	Iteration 16Q: 3 clusters Score -2.560493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 213729 members 
Entering Unmasked Estep 
Score: -25604938.000000 Penalty: 6087.807617
	Iteration 17Q: 3 clusters Score -2.560494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 213732 members 
Entering Unmasked Estep 
Score: -25604940.000000 Penalty: 6087.807617
	Iteration 18Q: 3 clusters Score -2.560494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 213736 members 
Entering Unmasked Estep 
Score: -25604964.000000 Penalty: 6087.807617
	Iteration 19Q: 3 clusters Score -2.560496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 213740 members 
Entering Unmasked Estep 
Score: -25604962.000000 Penalty: 6087.807617
	Iteration 20F: 3 clusters Score -2.560496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 213744 members 
Entering Unmasked Estep 
Score: -25604984.000000 Penalty: 6087.807617
	Iteration 21Q: 3 clusters Score -2.560498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 213746 members 
Entering Unmasked Estep 
Score: -25604986.000000 Penalty: 6087.807617
	Iteration 22Q: 3 clusters Score -2.560499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 213747 members 
Entering Unmasked Estep 
Score: -25604976.000000 Penalty: 6087.807617
	Iteration 23Q: 3 clusters Score -2.560498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 213748 members 
Entering Unmasked Estep 
Score: -25604988.000000 Penalty: 6087.807617
	Iteration 24Q: 3 clusters Score -2.560499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 213748 members 
Entering Unmasked Estep 
Score: -25604988.000000 Penalty: 6087.807617
	Iteration 25F: 3 clusters Score -2.560499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Entering Unmasked Estep 
Score: -690313.437500 Penalty: 2149.925781
	Iteration 0F: 2 clusters Score -690313.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -685297.187500 Penalty: 4299.851562
	Iteration 0F: 3 clusters Score -685297.2 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -686579.562500 Penalty: 4299.851562
	Iteration 1F: 3 clusters Score -686579.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -686864.000000 Penalty: 4299.851562
	Iteration 2F: 3 clusters Score -686864 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -687083.375000 Penalty: 4299.851562
	Iteration 3F: 3 clusters Score -687083.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -687265.000000 Penalty: 4299.851562
	Iteration 4Q: 3 clusters Score -687265 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -687431.625000 Penalty: 4299.851562
	Iteration 5Q: 3 clusters Score -687431.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -687603.062500 Penalty: 4299.851562
	Iteration 6Q: 3 clusters Score -687603.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -687753.187500 Penalty: 4299.851562
	Iteration 7Q: 3 clusters Score -687753.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -687901.375000 Penalty: 4299.851562
	Iteration 8Q: 3 clusters Score -687901.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -688006.562500 Penalty: 4299.851562
	Iteration 9Q: 3 clusters Score -688006.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -688090.937500 Penalty: 4299.851562
	Iteration 10Q: 3 clusters Score -688090.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -688168.875000 Penalty: 4299.851562
	Iteration 11Q: 3 clusters Score -688168.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -688227.562500 Penalty: 4299.851562
	Iteration 12Q: 3 clusters Score -688227.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -688280.500000 Penalty: 4299.851562
	Iteration 13Q: 3 clusters Score -688280.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -688320.812500 Penalty: 4299.851562
	Iteration 14Q: 3 clusters Score -688320.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -688354.937500 Penalty: 4299.851562
	Iteration 15Q: 3 clusters Score -688354.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -688382.312500 Penalty: 4299.851562
	Iteration 16Q: 3 clusters Score -688382.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -688398.312500 Penalty: 4299.851562
	Iteration 17Q: 3 clusters Score -688398.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -688414.937500 Penalty: 4299.851562
	Iteration 18Q: 3 clusters Score -688414.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -688430.250000 Penalty: 4299.851562
	Iteration 19Q: 3 clusters Score -688430.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -688442.187500 Penalty: 4299.851562
	Iteration 20F: 3 clusters Score -688442.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -688453.062500 Penalty: 4299.851562
	Iteration 21Q: 3 clusters Score -688453.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -688462.312500 Penalty: 4299.851562
	Iteration 22Q: 3 clusters Score -688462.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -688467.750000 Penalty: 4299.851562
	Iteration 23Q: 3 clusters Score -688467.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -688473.875000 Penalty: 4299.851562
	Iteration 24Q: 3 clusters Score -688473.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -688478.250000 Penalty: 4299.851562
	Iteration 25Q: 3 clusters Score -688478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -688481.375000 Penalty: 4299.851562
	Iteration 26Q: 3 clusters Score -688481.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -688485.312500 Penalty: 4299.851562
	Iteration 27Q: 3 clusters Score -688485.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -688487.625000 Penalty: 4299.851562
	Iteration 28Q: 3 clusters Score -688487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -688487.500000 Penalty: 4299.851562
	Iteration 29Q: 3 clusters Score -688487.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -688487.500000 Penalty: 4299.851562
	Iteration 30F: 3 clusters Score -688487.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Entering Unmasked Estep 
Score: -576241.687500 Penalty: 2099.490967
	Iteration 0F: 2 clusters Score -576241.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -571865.062500 Penalty: 4198.981934
	Iteration 0F: 3 clusters Score -571865.1 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -572862.187500 Penalty: 4198.981934
	Iteration 1F: 3 clusters Score -572862.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -573059.500000 Penalty: 4198.981934
	Iteration 2F: 3 clusters Score -573059.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -573180.625000 Penalty: 4198.981934
	Iteration 3Q: 3 clusters Score -573180.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -573253.687500 Penalty: 4198.981934
	Iteration 4Q: 3 clusters Score -573253.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -573300.000000 Penalty: 4198.981934
	Iteration 5Q: 3 clusters Score -573300 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -573344.375000 Penalty: 4198.981934
	Iteration 6Q: 3 clusters Score -573344.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -573381.625000 Penalty: 4198.981934
	Iteration 7Q: 3 clusters Score -573381.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -573412.125000 Penalty: 4198.981934
	Iteration 8Q: 3 clusters Score -573412.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -573433.125000 Penalty: 4198.981934
	Iteration 9Q: 3 clusters Score -573433.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -573453.375000 Penalty: 4198.981934
	Iteration 10Q: 3 clusters Score -573453.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -573474.500000 Penalty: 4198.981934
	Iteration 11Q: 3 clusters Score -573474.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -573499.312500 Penalty: 4198.981934
	Iteration 12Q: 3 clusters Score -573499.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -573528.062500 Penalty: 4198.981934
	Iteration 13Q: 3 clusters Score -573528.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -573548.875000 Penalty: 4198.981934
	Iteration 14Q: 3 clusters Score -573548.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -573572.062500 Penalty: 4198.981934
	Iteration 15Q: 3 clusters Score -573572.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -573592.000000 Penalty: 4198.981934
	Iteration 16Q: 3 clusters Score -573592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -573620.625000 Penalty: 4198.981934
	Iteration 17Q: 3 clusters Score -573620.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -573645.312500 Penalty: 4198.981934
	Iteration 18Q: 3 clusters Score -573645.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -573669.312500 Penalty: 4198.981934
	Iteration 19Q: 3 clusters Score -573669.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -573704.500000 Penalty: 4198.981934
	Iteration 20F: 3 clusters Score -573704.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -573725.437500 Penalty: 4198.981934
	Iteration 21Q: 3 clusters Score -573725.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -573750.312500 Penalty: 4198.981934
	Iteration 22Q: 3 clusters Score -573750.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -573774.687500 Penalty: 4198.981934
	Iteration 23Q: 3 clusters Score -573774.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -573811.687500 Penalty: 4198.981934
	Iteration 24Q: 3 clusters Score -573811.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -573856.375000 Penalty: 4198.981934
	Iteration 25Q: 3 clusters Score -573856.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -573912.312500 Penalty: 4198.981934
	Iteration 26Q: 3 clusters Score -573912.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -573964.062500 Penalty: 4198.981934
	Iteration 27Q: 3 clusters Score -573964.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -574032.500000 Penalty: 4198.981934
	Iteration 28Q: 3 clusters Score -574032.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -574106.812500 Penalty: 4198.981934
	Iteration 29Q: 3 clusters Score -574106.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -574169.562500 Penalty: 4198.981934
	Iteration 30Q: 3 clusters Score -574169.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -574226.312500 Penalty: 4198.981934
	Iteration 31Q: 3 clusters Score -574226.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -574270.687500 Penalty: 4198.981934
	Iteration 32Q: 3 clusters Score -574270.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -574310.437500 Penalty: 4198.981934
	Iteration 33Q: 3 clusters Score -574310.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -574339.312500 Penalty: 4198.981934
	Iteration 34Q: 3 clusters Score -574339.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -574364.250000 Penalty: 4198.981934
	Iteration 35Q: 3 clusters Score -574364.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -574385.062500 Penalty: 4198.981934
	Iteration 36Q: 3 clusters Score -574385.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -574402.437500 Penalty: 4198.981934
	Iteration 37Q: 3 clusters Score -574402.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -574415.500000 Penalty: 4198.981934
	Iteration 38Q: 3 clusters Score -574415.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -574427.250000 Penalty: 4198.981934
	Iteration 39Q: 3 clusters Score -574427.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -574437.250000 Penalty: 4198.981934
	Iteration 40F: 3 clusters Score -574437.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -574442.312500 Penalty: 4198.981934
	Iteration 41Q: 3 clusters Score -574442.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -574446.125000 Penalty: 4198.981934
	Iteration 42Q: 3 clusters Score -574446.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -574448.812500 Penalty: 4198.981934
	Iteration 43Q: 3 clusters Score -574448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -574451.500000 Penalty: 4198.981934
	Iteration 44Q: 3 clusters Score -574451.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -574454.375000 Penalty: 4198.981934
	Iteration 45Q: 3 clusters Score -574454.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -574460.625000 Penalty: 4198.981934
	Iteration 46Q: 3 clusters Score -574460.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -574469.687500 Penalty: 4198.981934
	Iteration 47Q: 3 clusters Score -574469.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -574478.062500 Penalty: 4198.981934
	Iteration 48Q: 3 clusters Score -574478.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -574488.250000 Penalty: 4198.981934
	Iteration 49Q: 3 clusters Score -574488.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -574491.437500 Penalty: 4198.981934
	Iteration 50Q: 3 clusters Score -574491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -574492.937500 Penalty: 4198.981934
	Iteration 51Q: 3 clusters Score -574492.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -574495.500000 Penalty: 4198.981934
	Iteration 52Q: 3 clusters Score -574495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -574498.687500 Penalty: 4198.981934
	Iteration 53Q: 3 clusters Score -574498.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -574502.312500 Penalty: 4198.981934
	Iteration 54Q: 3 clusters Score -574502.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -574504.750000 Penalty: 4198.981934
	Iteration 55Q: 3 clusters Score -574504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -574504.750000 Penalty: 4198.981934
	Iteration 56F: 3 clusters Score -574504.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Entering Unmasked Estep 
Score: -1403709.625000 Penalty: 2330.925293
	Iteration 0F: 2 clusters Score -1403710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1394780.250000 Penalty: 4661.850586
	Iteration 0F: 3 clusters Score -1394780 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1397611 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1398227 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1398894.375000 Penalty: 4661.850586
	Iteration 3F: 3 clusters Score -1398894 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1399579.125000 Penalty: 4661.850586
	Iteration 4F: 3 clusters Score -1399579 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1400268.375000 Penalty: 4661.850586
	Iteration 5F: 3 clusters Score -1400268 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1400888.000000 Penalty: 4661.850586
	Iteration 6F: 3 clusters Score -1400888 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1401298.625000 Penalty: 4661.850586
	Iteration 7Q: 3 clusters Score -1401299 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1401540.000000 Penalty: 4661.850586
	Iteration 8Q: 3 clusters Score -1401540 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1401687.750000 Penalty: 4661.850586
	Iteration 9Q: 3 clusters Score -1401688 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1401799.625000 Penalty: 4661.850586
	Iteration 10Q: 3 clusters Score -1401800 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1401897.625000 Penalty: 4661.850586
	Iteration 11Q: 3 clusters Score -1401898 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1401979.750000 Penalty: 4661.850586
	Iteration 12Q: 3 clusters Score -1401980 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1402040.000000 Penalty: 4661.850586
	Iteration 13Q: 3 clusters Score -1402040 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1402084.125000 Penalty: 4661.850586
	Iteration 14Q: 3 clusters Score -1402084 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1402117.375000 Penalty: 4661.850586
	Iteration 15Q: 3 clusters Score -1402117 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1402137.750000 Penalty: 4661.850586
	Iteration 16Q: 3 clusters Score -1402138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1402150.250000 Penalty: 4661.850586
	Iteration 17Q: 3 clusters Score -1402150 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1402166.250000 Penalty: 4661.850586
	Iteration 18Q: 3 clusters Score -1402166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1402183.000000 Penalty: 4661.850586
	Iteration 19Q: 3 clusters Score -1402183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1402196.250000 Penalty: 4661.850586
	Iteration 20F: 3 clusters Score -1402196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1402210.125000 Penalty: 4661.850586
	Iteration 21Q: 3 clusters Score -1402210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1402223.500000 Penalty: 4661.850586
	Iteration 22Q: 3 clusters Score -1402224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1402228.000000 Penalty: 4661.850586
	Iteration 23Q: 3 clusters Score -1402228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1402233.500000 Penalty: 4661.850586
	Iteration 24Q: 3 clusters Score -1402234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1402234.750000 Penalty: 4661.850586
	Iteration 25Q: 3 clusters Score -1402235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1402238.750000 Penalty: 4661.850586
	Iteration 26Q: 3 clusters Score -1402239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1402240.750000 Penalty: 4661.850586
	Iteration 27Q: 3 clusters Score -1402241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1402243.500000 Penalty: 4661.850586
	Iteration 28Q: 3 clusters Score -1402244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1402245.125000 Penalty: 4661.850586
	Iteration 29Q: 3 clusters Score -1402245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1402243.750000 Penalty: 4661.850586
	Iteration 30Q: 3 clusters Score -1402244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1402243.875000 Penalty: 4661.850586
	Iteration 31Q: 3 clusters Score -1402244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1402245.000000 Penalty: 4661.850586
	Iteration 32Q: 3 clusters Score -1402245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1402248.250000 Penalty: 4661.850586
	Iteration 33Q: 3 clusters Score -1402248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1402247.375000 Penalty: 4661.850586
	Iteration 34Q: 3 clusters Score -1402247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1402248.500000 Penalty: 4661.850586
	Iteration 35Q: 3 clusters Score -1402248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1402248.250000 Penalty: 4661.850586
	Iteration 36Q: 3 clusters Score -1402248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1402249.250000 Penalty: 4661.850586
	Iteration 37Q: 3 clusters Score -1402249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1402250.375000 Penalty: 4661.850586
	Iteration 38Q: 3 clusters Score -1402250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1402251.500000 Penalty: 4661.850586
	Iteration 39Q: 3 clusters Score -1402252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1402249.875000 Penalty: 4661.850586
	Iteration 40F: 3 clusters Score -1402250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1402250.750000 Penalty: 4661.850586
	Iteration 41Q: 3 clusters Score -1402251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1402253.000000 Penalty: 4661.850586
	Iteration 42Q: 3 clusters Score -1402253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1402255.375000 Penalty: 4661.850586
	Iteration 43Q: 3 clusters Score -1402255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1402254.000000 Penalty: 4661.850586
	Iteration 44Q: 3 clusters Score -1402254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1402256.625000 Penalty: 4661.850586
	Iteration 45Q: 3 clusters Score -1402257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1402259.125000 Penalty: 4661.850586
	Iteration 46Q: 3 clusters Score -1402259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1402258.375000 Penalty: 4661.850586
	Iteration 47Q: 3 clusters Score -1402258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1402262.250000 Penalty: 4661.850586
	Iteration 48Q: 3 clusters Score -1402262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1402261.250000 Penalty: 4661.850586
	Iteration 49Q: 3 clusters Score -1402261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1402264.875000 Penalty: 4661.850586
	Iteration 50Q: 3 clusters Score -1402265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1402266.500000 Penalty: 4661.850586
	Iteration 51Q: 3 clusters Score -1402266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1402268.375000 Penalty: 4661.850586
	Iteration 52Q: 3 clusters Score -1402268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1402265.875000 Penalty: 4661.850586
	Iteration 53Q: 3 clusters Score -1402266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1402269.125000 Penalty: 4661.850586
	Iteration 54Q: 3 clusters Score -1402269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1402272.250000 Penalty: 4661.850586
	Iteration 55Q: 3 clusters Score -1402272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1402276.875000 Penalty: 4661.850586
	Iteration 56Q: 3 clusters Score -1402277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1402275.125000 Penalty: 4661.850586
	Iteration 57Q: 3 clusters Score -1402275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1402279.125000 Penalty: 4661.850586
	Iteration 58Q: 3 clusters Score -1402279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1402280.625000 Penalty: 4661.850586
	Iteration 59Q: 3 clusters Score -1402281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1402288.875000 Penalty: 4661.850586
	Iteration 60F: 3 clusters Score -1402289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1402287.750000 Penalty: 4661.850586
	Iteration 61Q: 3 clusters Score -1402288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1402288.750000 Penalty: 4661.850586
	Iteration 62Q: 3 clusters Score -1402289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1402290.000000 Penalty: 4661.850586
	Iteration 63Q: 3 clusters Score -1402290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1402294.875000 Penalty: 4661.850586
	Iteration 64Q: 3 clusters Score -1402295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1402295.000000 Penalty: 4661.850586
	Iteration 65Q: 3 clusters Score -1402295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1402299.125000 Penalty: 4661.850586
	Iteration 66Q: 3 clusters Score -1402299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1402300.750000 Penalty: 4661.850586
	Iteration 67Q: 3 clusters Score -1402301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1402302.625000 Penalty: 4661.850586
	Iteration 68Q: 3 clusters Score -1402303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1402309.000000 Penalty: 4661.850586
	Iteration 69Q: 3 clusters Score -1402309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1402310.125000 Penalty: 4661.850586
	Iteration 70Q: 3 clusters Score -1402310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1402320.250000 Penalty: 4661.850586
	Iteration 71Q: 3 clusters Score -1402320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1402326.375000 Penalty: 4661.850586
	Iteration 72Q: 3 clusters Score -1402326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1402330.000000 Penalty: 4661.850586
	Iteration 73Q: 3 clusters Score -1402330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1402334.875000 Penalty: 4661.850586
	Iteration 74Q: 3 clusters Score -1402335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1402340.125000 Penalty: 4661.850586
	Iteration 75Q: 3 clusters Score -1402340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1402341.625000 Penalty: 4661.850586
	Iteration 76Q: 3 clusters Score -1402342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1402346.000000 Penalty: 4661.850586
	Iteration 77Q: 3 clusters Score -1402346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1402345.000000 Penalty: 4661.850586
	Iteration 78Q: 3 clusters Score -1402345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1402347.125000 Penalty: 4661.850586
	Iteration 79Q: 3 clusters Score -1402347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1402352.250000 Penalty: 4661.850586
	Iteration 80F: 3 clusters Score -1402352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1402350.375000 Penalty: 4661.850586
	Iteration 81Q: 3 clusters Score -1402350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1402352.000000 Penalty: 4661.850586
	Iteration 82Q: 3 clusters Score -1402352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1402349.000000 Penalty: 4661.850586
	Iteration 83Q: 3 clusters Score -1402349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1402353.750000 Penalty: 4661.850586
	Iteration 84Q: 3 clusters Score -1402354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1402355.500000 Penalty: 4661.850586
	Iteration 85Q: 3 clusters Score -1402356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1402353.500000 Penalty: 4661.850586
	Iteration 86Q: 3 clusters Score -1402354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1402353.500000 Penalty: 4661.850586
	Iteration 87Q: 3 clusters Score -1402354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1402356.125000 Penalty: 4661.850586
	Iteration 88Q: 3 clusters Score -1402356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1402354.875000 Penalty: 4661.850586
	Iteration 89Q: 3 clusters Score -1402355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1402356.750000 Penalty: 4661.850586
	Iteration 90Q: 3 clusters Score -1402357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1402358.000000 Penalty: 4661.850586
	Iteration 91Q: 3 clusters Score -1402358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1402356.750000 Penalty: 4661.850586
	Iteration 92Q: 3 clusters Score -1402357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1402356.500000 Penalty: 4661.850586
	Iteration 93Q: 3 clusters Score -1402356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1402357.375000 Penalty: 4661.850586
	Iteration 94Q: 3 clusters Score -1402357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1402357.375000 Penalty: 4661.850586
	Iteration 95F: 3 clusters Score -1402357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Entering Unmasked Estep 
Score: -6241954.500000 Penalty: 2696.991699
	Iteration 0F: 2 clusters Score -6241954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -6206229.500000 Penalty: 5393.983398
	Iteration 0F: 3 clusters Score -6206230 nChanged 24577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -6220254.500000 Penalty: 5393.983398
	Iteration 1F: 3 clusters Score -6220254 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -6221134.000000 Penalty: 5393.983398
	Iteration 2Q: 3 clusters Score -6221134 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -6222221.500000 Penalty: 5393.983398
	Iteration 3Q: 3 clusters Score -6222222 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -6223512.000000 Penalty: 5393.983398
	Iteration 4Q: 3 clusters Score -6223512 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -6225169.000000 Penalty: 5393.983398
	Iteration 5F: 3 clusters Score -6225169 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -6226988.000000 Penalty: 5393.983398
	Iteration 6F: 3 clusters Score -6226988 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -6228921.500000 Penalty: 5393.983398
	Iteration 7F: 3 clusters Score -6228922 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -6230905.500000 Penalty: 5393.983398
	Iteration 8F: 3 clusters Score -6230906 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -6232659.000000 Penalty: 5393.983398
	Iteration 9Q: 3 clusters Score -6232659 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -6233801.500000 Penalty: 5393.983398
	Iteration 10Q: 3 clusters Score -6233802 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -6234544.000000 Penalty: 5393.983398
	Iteration 11Q: 3 clusters Score -6234544 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -6235082.500000 Penalty: 5393.983398
	Iteration 12Q: 3 clusters Score -6235082 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -6235590.500000 Penalty: 5393.983398
	Iteration 13Q: 3 clusters Score -6235590 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -6236058.500000 Penalty: 5393.983398
	Iteration 14Q: 3 clusters Score -6236058 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -6236443.000000 Penalty: 5393.983398
	Iteration 15Q: 3 clusters Score -6236443 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -6236838.500000 Penalty: 5393.983398
	Iteration 16Q: 3 clusters Score -6236838 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -6237122.000000 Penalty: 5393.983398
	Iteration 17Q: 3 clusters Score -6237122 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -6237339.500000 Penalty: 5393.983398
	Iteration 18Q: 3 clusters Score -6237340 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -6237594.500000 Penalty: 5393.983398
	Iteration 19Q: 3 clusters Score -6237594 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -6237848.500000 Penalty: 5393.983398
	Iteration 20F: 3 clusters Score -6237848 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -6238021.500000 Penalty: 5393.983398
	Iteration 21Q: 3 clusters Score -6238022 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -6238240.000000 Penalty: 5393.983398
	Iteration 22Q: 3 clusters Score -6238240 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -6238439.500000 Penalty: 5393.983398
	Iteration 23Q: 3 clusters Score -6238440 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -6238660.000000 Penalty: 5393.983398
	Iteration 24Q: 3 clusters Score -6238660 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -6238812.000000 Penalty: 5393.983398
	Iteration 25Q: 3 clusters Score -6238812 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -6238916.500000 Penalty: 5393.983398
	Iteration 26Q: 3 clusters Score -6238916 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -6239035.500000 Penalty: 5393.983398
	Iteration 27Q: 3 clusters Score -6239036 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -6239128.500000 Penalty: 5393.983398
	Iteration 28Q: 3 clusters Score -6239128 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6239207.000000 Penalty: 5393.983398
	Iteration 29Q: 3 clusters Score -6239207 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -6239287.000000 Penalty: 5393.983398
	Iteration 30Q: 3 clusters Score -6239287 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -6239348.500000 Penalty: 5393.983398
	Iteration 31Q: 3 clusters Score -6239348 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6239411.500000 Penalty: 5393.983398
	Iteration 32Q: 3 clusters Score -6239412 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6239465.500000 Penalty: 5393.983398
	Iteration 33Q: 3 clusters Score -6239466 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6239521.500000 Penalty: 5393.983398
	Iteration 34Q: 3 clusters Score -6239522 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6239556.500000 Penalty: 5393.983398
	Iteration 35Q: 3 clusters Score -6239556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6239609.000000 Penalty: 5393.983398
	Iteration 36Q: 3 clusters Score -6239609 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6239626.000000 Penalty: 5393.983398
	Iteration 37Q: 3 clusters Score -6239626 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6239651.000000 Penalty: 5393.983398
	Iteration 38Q: 3 clusters Score -6239651 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6239681.500000 Penalty: 5393.983398
	Iteration 39Q: 3 clusters Score -6239682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6239696.500000 Penalty: 5393.983398
	Iteration 40F: 3 clusters Score -6239696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6239711.500000 Penalty: 5393.983398
	Iteration 41Q: 3 clusters Score -6239712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6239716.000000 Penalty: 5393.983398
	Iteration 42Q: 3 clusters Score -6239716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6239728.000000 Penalty: 5393.983398
	Iteration 43Q: 3 clusters Score -6239728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6239738.000000 Penalty: 5393.983398
	Iteration 44Q: 3 clusters Score -6239738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6239750.500000 Penalty: 5393.983398
	Iteration 45Q: 3 clusters Score -6239750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6239758.500000 Penalty: 5393.983398
	Iteration 46Q: 3 clusters Score -6239758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6239770.000000 Penalty: 5393.983398
	Iteration 47Q: 3 clusters Score -6239770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6239781.000000 Penalty: 5393.983398
	Iteration 48Q: 3 clusters Score -6239781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6239780.500000 Penalty: 5393.983398
	Iteration 49Q: 3 clusters Score -6239780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6239790.000000 Penalty: 5393.983398
	Iteration 50Q: 3 clusters Score -6239790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6239783.000000 Penalty: 5393.983398
	Iteration 51Q: 3 clusters Score -6239783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6239786.500000 Penalty: 5393.983398
	Iteration 52Q: 3 clusters Score -6239786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6239794.000000 Penalty: 5393.983398
	Iteration 53Q: 3 clusters Score -6239794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6239794.500000 Penalty: 5393.983398
	Iteration 54Q: 3 clusters Score -6239794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6239795.500000 Penalty: 5393.983398
	Iteration 55Q: 3 clusters Score -6239796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6239794.500000 Penalty: 5393.983398
	Iteration 56Q: 3 clusters Score -6239794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6239805.500000 Penalty: 5393.983398
	Iteration 57Q: 3 clusters Score -6239806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6239801.000000 Penalty: 5393.983398
	Iteration 58Q: 3 clusters Score -6239801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6239809.000000 Penalty: 5393.983398
	Iteration 59Q: 3 clusters Score -6239809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6239805.500000 Penalty: 5393.983398
	Iteration 60F: 3 clusters Score -6239806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6239804.000000 Penalty: 5393.983398
	Iteration 61Q: 3 clusters Score -6239804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6239805.500000 Penalty: 5393.983398
	Iteration 62Q: 3 clusters Score -6239806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6239805.500000 Penalty: 5393.983398
	Iteration 63F: 3 clusters Score -6239806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215961 members 
Mstep: Class 2 contains 60154 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52079 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34734 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34969 members 
Mstep: Class 11 contains 44275 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65364 members 
Mstep: Class 15 contains 163206 members 
Mstep: Class 16 contains 94547 members 
Mstep: Class 17 contains 4701 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179668 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214016 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12075 members 
Mstep: Class 28 contains 52837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038864.000000 Penalty: 97997.882812
Iteration 279Q: 29 clusters Score -1.560389e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215960 members 
Mstep: Class 2 contains 60148 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52090 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34970 members 
Mstep: Class 11 contains 44275 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65367 members 
Mstep: Class 15 contains 163200 members 
Mstep: Class 16 contains 94548 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179665 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214011 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12075 members 
Mstep: Class 28 contains 52838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038832.000000 Penalty: 97997.882812
Iteration 280F: 29 clusters Score -1.560388e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215964 members 
Mstep: Class 2 contains 60143 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52094 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34970 members 
Mstep: Class 11 contains 44274 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65367 members 
Mstep: Class 15 contains 163197 members 
Mstep: Class 16 contains 94549 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179665 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214011 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12074 members 
Mstep: Class 28 contains 52838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038848.000000 Penalty: 97997.882812
Iteration 281Q: 29 clusters Score -1.560388e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215968 members 
Mstep: Class 2 contains 60140 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52095 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34737 members 
Mstep: Class 8 contains 14563 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34970 members 
Mstep: Class 11 contains 44274 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65367 members 
Mstep: Class 15 contains 163196 members 
Mstep: Class 16 contains 94549 members 
Mstep: Class 17 contains 4704 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179665 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214009 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12073 members 
Mstep: Class 28 contains 52839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038880.000000 Penalty: 97997.882812
Iteration 282Q: 29 clusters Score -1.560389e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215971 members 
Mstep: Class 2 contains 60135 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 52096 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 34737 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34970 members 
Mstep: Class 11 contains 44274 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65366 members 
Mstep: Class 15 contains 163194 members 
Mstep: Class 16 contains 94549 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179663 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214013 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12073 members 
Mstep: Class 28 contains 52840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038832.000000 Penalty: 97997.882812
Iteration 283Q: 29 clusters Score -1.560388e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215979 members 
Mstep: Class 2 contains 60127 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 52097 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34737 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34970 members 
Mstep: Class 11 contains 44274 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65366 members 
Mstep: Class 15 contains 163194 members 
Mstep: Class 16 contains 94549 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179663 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214013 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12070 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038896.000000 Penalty: 97997.882812
Iteration 284Q: 29 clusters Score -1.560389e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215981 members 
Mstep: Class 2 contains 60124 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52098 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34737 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34971 members 
Mstep: Class 11 contains 44273 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65364 members 
Mstep: Class 15 contains 163195 members 
Mstep: Class 16 contains 94549 members 
Mstep: Class 17 contains 4700 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179663 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214014 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12073 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038944.000000 Penalty: 97997.882812
Iteration 285Q: 29 clusters Score -1.560389e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215980 members 
Mstep: Class 2 contains 60120 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52100 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34737 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34972 members 
Mstep: Class 11 contains 44274 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65363 members 
Mstep: Class 15 contains 163197 members 
Mstep: Class 16 contains 94549 members 
Mstep: Class 17 contains 4698 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179663 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214013 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12075 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038944.000000 Penalty: 97997.882812
Iteration 286Q: 29 clusters Score -1.560389e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215983 members 
Mstep: Class 2 contains 60111 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52101 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34737 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34972 members 
Mstep: Class 11 contains 44275 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65363 members 
Mstep: Class 15 contains 163196 members 
Mstep: Class 16 contains 94551 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179663 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214016 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12076 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038880.000000 Penalty: 97997.882812
Iteration 287Q: 29 clusters Score -1.560389e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215990 members 
Mstep: Class 2 contains 60106 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52101 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34737 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34972 members 
Mstep: Class 11 contains 44276 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65363 members 
Mstep: Class 15 contains 163195 members 
Mstep: Class 16 contains 94551 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179663 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214016 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038896.000000 Penalty: 97997.882812
Iteration 288Q: 29 clusters Score -1.560389e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215992 members 
Mstep: Class 2 contains 60102 members 
Mstep: Class 3 contains 9344 members 
Mstep: Class 4 contains 52101 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34737 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 34974 members 
Mstep: Class 11 contains 44276 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65363 members 
Mstep: Class 15 contains 163196 members 
Mstep: Class 16 contains 94551 members 
Mstep: Class 17 contains 4692 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179663 members 
Mstep: Class 20 contains 2737 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214015 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 52843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038912.000000 Penalty: 97997.882812
Iteration 289Q: 29 clusters Score -1.560389e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215999 members 
Mstep: Class 2 contains 60097 members 
Mstep: Class 3 contains 9342 members 
Mstep: Class 4 contains 52102 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 34737 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19845 members 
Mstep: Class 10 contains 34973 members 
Mstep: Class 11 contains 44276 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65364 members 
Mstep: Class 15 contains 163196 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179663 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214014 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 52843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038848.000000 Penalty: 97997.882812
Iteration 290Q: 29 clusters Score -1.560388e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216000 members 
Mstep: Class 2 contains 60094 members 
Mstep: Class 3 contains 9343 members 
Mstep: Class 4 contains 52102 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34973 members 
Mstep: Class 11 contains 44275 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65364 members 
Mstep: Class 15 contains 163196 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179663 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214014 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038864.000000 Penalty: 97997.882812
Iteration 291Q: 29 clusters Score -1.560389e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216000 members 
Mstep: Class 2 contains 60094 members 
Mstep: Class 3 contains 9344 members 
Mstep: Class 4 contains 52102 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34971 members 
Mstep: Class 11 contains 44277 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65364 members 
Mstep: Class 15 contains 163196 members 
Mstep: Class 16 contains 94551 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179663 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214015 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038912.000000 Penalty: 97997.882812
Iteration 292Q: 29 clusters Score -1.560389e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215999 members 
Mstep: Class 2 contains 60092 members 
Mstep: Class 3 contains 9344 members 
Mstep: Class 4 contains 52102 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34970 members 
Mstep: Class 11 contains 44279 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65365 members 
Mstep: Class 15 contains 163197 members 
Mstep: Class 16 contains 94551 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179662 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214016 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038912.000000 Penalty: 97997.882812
Iteration 293Q: 29 clusters Score -1.560389e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215999 members 
Mstep: Class 2 contains 60090 members 
Mstep: Class 3 contains 9344 members 
Mstep: Class 4 contains 52102 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34969 members 
Mstep: Class 11 contains 44279 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65364 members 
Mstep: Class 15 contains 163197 members 
Mstep: Class 16 contains 94551 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179661 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214020 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12078 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038928.000000 Penalty: 97997.882812
Iteration 294Q: 29 clusters Score -1.560389e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215999 members 
Mstep: Class 2 contains 60091 members 
Mstep: Class 3 contains 9344 members 
Mstep: Class 4 contains 52103 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34968 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65363 members 
Mstep: Class 15 contains 163196 members 
Mstep: Class 16 contains 94551 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179659 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214023 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12079 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038880.000000 Penalty: 97997.882812
Iteration 295Q: 29 clusters Score -1.560389e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215996 members 
Mstep: Class 2 contains 60091 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52103 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34968 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65362 members 
Mstep: Class 15 contains 163198 members 
Mstep: Class 16 contains 94551 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179658 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214025 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12079 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038896.000000 Penalty: 97997.882812
Iteration 296Q: 29 clusters Score -1.560389e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215997 members 
Mstep: Class 2 contains 60088 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 52103 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34968 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65363 members 
Mstep: Class 15 contains 163198 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179658 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214025 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12078 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038928.000000 Penalty: 97997.882812
Iteration 297Q: 29 clusters Score -1.560389e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215996 members 
Mstep: Class 2 contains 60087 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 52103 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34967 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65364 members 
Mstep: Class 15 contains 163199 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179658 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214026 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12078 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038960.000000 Penalty: 97997.882812
Iteration 298Q: 29 clusters Score -1.56039e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215997 members 
Mstep: Class 2 contains 60083 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52104 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34967 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65367 members 
Mstep: Class 15 contains 163200 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179658 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214025 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12078 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038912.000000 Penalty: 97997.882812
Iteration 299Q: 29 clusters Score -1.560389e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215999 members 
Mstep: Class 2 contains 60076 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52106 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34966 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65371 members 
Mstep: Class 15 contains 163200 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179657 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214026 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12078 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038832.000000 Penalty: 97997.882812
Iteration 300F: 29 clusters Score -1.560388e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215998 members 
Mstep: Class 2 contains 60074 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52109 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34967 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65372 members 
Mstep: Class 15 contains 163200 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179654 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214027 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12078 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038816.000000 Penalty: 97997.882812
Iteration 301Q: 29 clusters Score -1.560388e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216003 members 
Mstep: Class 2 contains 60067 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52110 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34968 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65374 members 
Mstep: Class 15 contains 163200 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179654 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214025 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12078 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038816.000000 Penalty: 97997.882812
Iteration 302Q: 29 clusters Score -1.560388e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216006 members 
Mstep: Class 2 contains 60062 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52110 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34968 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65374 members 
Mstep: Class 15 contains 163200 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179656 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214024 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12079 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038784.000000 Penalty: 97997.882812
Iteration 303Q: 29 clusters Score -1.560388e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216005 members 
Mstep: Class 2 contains 60060 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52109 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34968 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65377 members 
Mstep: Class 15 contains 163200 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179657 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214023 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038816.000000 Penalty: 97997.882812
Iteration 304Q: 29 clusters Score -1.560388e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216006 members 
Mstep: Class 2 contains 60059 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52110 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 34969 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65376 members 
Mstep: Class 15 contains 163200 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179657 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214022 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038864.000000 Penalty: 97997.882812
Iteration 305Q: 29 clusters Score -1.560389e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216008 members 
Mstep: Class 2 contains 60058 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52110 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19843 members 
Mstep: Class 10 contains 34970 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65376 members 
Mstep: Class 15 contains 163201 members 
Mstep: Class 16 contains 94551 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179658 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214020 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038848.000000 Penalty: 97997.882812
Iteration 306Q: 29 clusters Score -1.560388e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216010 members 
Mstep: Class 2 contains 60057 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52110 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19843 members 
Mstep: Class 10 contains 34969 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65376 members 
Mstep: Class 15 contains 163202 members 
Mstep: Class 16 contains 94551 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179657 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214020 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038848.000000 Penalty: 97997.882812
Iteration 307Q: 29 clusters Score -1.560388e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216009 members 
Mstep: Class 2 contains 60057 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52110 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19843 members 
Mstep: Class 10 contains 34968 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65376 members 
Mstep: Class 15 contains 163202 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179658 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214020 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038816.000000 Penalty: 97997.882812
Iteration 308Q: 29 clusters Score -1.560388e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216011 members 
Mstep: Class 2 contains 60056 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52110 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19843 members 
Mstep: Class 10 contains 34967 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65376 members 
Mstep: Class 15 contains 163202 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179658 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214020 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038832.000000 Penalty: 97997.882812
Iteration 309Q: 29 clusters Score -1.560388e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216011 members 
Mstep: Class 2 contains 60055 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52110 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19843 members 
Mstep: Class 10 contains 34968 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65376 members 
Mstep: Class 15 contains 163202 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179658 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214020 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038848.000000 Penalty: 97997.882812
Iteration 310Q: 29 clusters Score -1.560388e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216011 members 
Mstep: Class 2 contains 60055 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 52110 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 34738 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 19843 members 
Mstep: Class 10 contains 34968 members 
Mstep: Class 11 contains 44278 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 65376 members 
Mstep: Class 15 contains 163202 members 
Mstep: Class 16 contains 94552 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 179658 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 214020 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038848.000000 Penalty: 97997.882812
Iteration 311F: 29 clusters Score -1.560388e+08 nChanged 0
Entering ConstructFrom: 
Score: -156038848.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (216011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216011 members 
Entering Unmasked Estep 
Score: -25552044.000000 Penalty: 3046.205078
	Iteration 0F: 2 clusters Score -2.555204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108341 members 
Mstep: Class 2 contains 107670 members 
Entering Unmasked Estep 
Score: -25416224.000000 Penalty: 6092.410156
	Iteration 0F: 3 clusters Score -2.541622e+07 nChanged 103947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115292 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
Score: -25478668.000000 Penalty: 6092.410156
	Iteration 1F: 3 clusters Score -2.547867e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119792 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -25481670.000000 Penalty: 6092.410156
	Iteration 2Q: 3 clusters Score -2.548167e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126521 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -25486726.000000 Penalty: 6092.410156
	Iteration 3Q: 3 clusters Score -2.548673e+07 nChanged 12909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135868 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -25494662.000000 Penalty: 6092.410156
	Iteration 4F: 3 clusters Score -2.549466e+07 nChanged 14788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147460 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -25505308.000000 Penalty: 6092.410156
	Iteration 5F: 3 clusters Score -2.550531e+07 nChanged 15025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159959 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -25515996.000000 Penalty: 6092.410156
	Iteration 6F: 3 clusters Score -2.5516e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171416 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -25526228.000000 Penalty: 6092.410156
	Iteration 7F: 3 clusters Score -2.552623e+07 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180487 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -25534900.000000 Penalty: 6092.410156
	Iteration 8Q: 3 clusters Score -2.55349e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186779 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -25541004.000000 Penalty: 6092.410156
	Iteration 9Q: 3 clusters Score -2.5541e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190915 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -25544420.000000 Penalty: 6092.410156
	Iteration 10Q: 3 clusters Score -2.554442e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194056 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -25546396.000000 Penalty: 6092.410156
	Iteration 11Q: 3 clusters Score -2.55464e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196559 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -25547832.000000 Penalty: 6092.410156
	Iteration 12Q: 3 clusters Score -2.554783e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198642 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -25548742.000000 Penalty: 6092.410156
	Iteration 13Q: 3 clusters Score -2.554874e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200400 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -25549528.000000 Penalty: 6092.410156
	Iteration 14Q: 3 clusters Score -2.554953e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201860 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -25550054.000000 Penalty: 6092.410156
	Iteration 15Q: 3 clusters Score -2.555005e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203103 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -25550356.000000 Penalty: 6092.410156
	Iteration 16Q: 3 clusters Score -2.555036e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204151 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -25550692.000000 Penalty: 6092.410156
	Iteration 17Q: 3 clusters Score -2.555069e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204945 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -25550712.000000 Penalty: 6092.410156
	Iteration 18Q: 3 clusters Score -2.555071e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205569 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -25550962.000000 Penalty: 6092.410156
	Iteration 19Q: 3 clusters Score -2.555096e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206082 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -25551116.000000 Penalty: 6092.410156
	Iteration 20F: 3 clusters Score -2.555112e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206496 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -25551132.000000 Penalty: 6092.410156
	Iteration 21Q: 3 clusters Score -2.555113e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206812 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -25551230.000000 Penalty: 6092.410156
	Iteration 22Q: 3 clusters Score -2.555123e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207067 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -25551218.000000 Penalty: 6092.410156
	Iteration 23Q: 3 clusters Score -2.555122e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207305 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -25551218.000000 Penalty: 6092.410156
	Iteration 24Q: 3 clusters Score -2.555122e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207499 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -25551148.000000 Penalty: 6092.410156
	Iteration 25Q: 3 clusters Score -2.555115e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207669 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -25551170.000000 Penalty: 6092.410156
	Iteration 26Q: 3 clusters Score -2.555117e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207827 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -25551214.000000 Penalty: 6092.410156
	Iteration 27Q: 3 clusters Score -2.555121e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207978 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -25551238.000000 Penalty: 6092.410156
	Iteration 28Q: 3 clusters Score -2.555124e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208092 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -25551296.000000 Penalty: 6092.410156
	Iteration 29Q: 3 clusters Score -2.55513e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208196 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -25551320.000000 Penalty: 6092.410156
	Iteration 30Q: 3 clusters Score -2.555132e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208301 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -25551276.000000 Penalty: 6092.410156
	Iteration 31Q: 3 clusters Score -2.555128e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208405 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -25551276.000000 Penalty: 6092.410156
	Iteration 32Q: 3 clusters Score -2.555128e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208512 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -25551302.000000 Penalty: 6092.410156
	Iteration 33Q: 3 clusters Score -2.55513e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208598 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -25551314.000000 Penalty: 6092.410156
	Iteration 34Q: 3 clusters Score -2.555131e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208669 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -25551340.000000 Penalty: 6092.410156
	Iteration 35Q: 3 clusters Score -2.555134e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208737 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -25551354.000000 Penalty: 6092.410156
	Iteration 36Q: 3 clusters Score -2.555135e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208802 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -25551354.000000 Penalty: 6092.410156
	Iteration 37Q: 3 clusters Score -2.555135e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208870 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -25551380.000000 Penalty: 6092.410156
	Iteration 38Q: 3 clusters Score -2.555138e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208927 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -25551380.000000 Penalty: 6092.410156
	Iteration 39Q: 3 clusters Score -2.555138e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208976 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -25551390.000000 Penalty: 6092.410156
	Iteration 40F: 3 clusters Score -2.555139e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209031 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -25551392.000000 Penalty: 6092.410156
	Iteration 41Q: 3 clusters Score -2.555139e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209088 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -25551388.000000 Penalty: 6092.410156
	Iteration 42Q: 3 clusters Score -2.555139e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209124 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -25551372.000000 Penalty: 6092.410156
	Iteration 43Q: 3 clusters Score -2.555137e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209171 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -25551400.000000 Penalty: 6092.410156
	Iteration 44Q: 3 clusters Score -2.55514e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209204 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -25551384.000000 Penalty: 6092.410156
	Iteration 45Q: 3 clusters Score -2.555138e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209232 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -25551394.000000 Penalty: 6092.410156
	Iteration 46Q: 3 clusters Score -2.555139e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209264 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -25551436.000000 Penalty: 6092.410156
	Iteration 47Q: 3 clusters Score -2.555144e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209293 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -25551418.000000 Penalty: 6092.410156
	Iteration 48Q: 3 clusters Score -2.555142e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209318 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -25551426.000000 Penalty: 6092.410156
	Iteration 49Q: 3 clusters Score -2.555143e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209342 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -25551410.000000 Penalty: 6092.410156
	Iteration 50Q: 3 clusters Score -2.555141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209359 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -25551412.000000 Penalty: 6092.410156
	Iteration 51Q: 3 clusters Score -2.555141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209377 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -25551372.000000 Penalty: 6092.410156
	Iteration 52Q: 3 clusters Score -2.555137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209393 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -25551378.000000 Penalty: 6092.410156
	Iteration 53Q: 3 clusters Score -2.555138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209410 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -25551364.000000 Penalty: 6092.410156
	Iteration 54Q: 3 clusters Score -2.555136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209424 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -25551358.000000 Penalty: 6092.410156
	Iteration 55Q: 3 clusters Score -2.555136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209433 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -25551364.000000 Penalty: 6092.410156
	Iteration 56Q: 3 clusters Score -2.555136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209441 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -25551382.000000 Penalty: 6092.410156
	Iteration 57Q: 3 clusters Score -2.555138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209455 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -25551410.000000 Penalty: 6092.410156
	Iteration 58Q: 3 clusters Score -2.555141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209473 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -25551394.000000 Penalty: 6092.410156
	Iteration 59Q: 3 clusters Score -2.555139e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209496 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -25551402.000000 Penalty: 6092.410156
	Iteration 60F: 3 clusters Score -2.55514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209515 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -25551388.000000 Penalty: 6092.410156
	Iteration 61Q: 3 clusters Score -2.555139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209531 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -25551378.000000 Penalty: 6092.410156
	Iteration 62Q: 3 clusters Score -2.555138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209544 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -25551386.000000 Penalty: 6092.410156
	Iteration 63Q: 3 clusters Score -2.555139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209559 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -25551376.000000 Penalty: 6092.410156
	Iteration 64Q: 3 clusters Score -2.555138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209569 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -25551376.000000 Penalty: 6092.410156
	Iteration 65Q: 3 clusters Score -2.555138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209580 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -25551384.000000 Penalty: 6092.410156
	Iteration 66Q: 3 clusters Score -2.555138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209594 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -25551370.000000 Penalty: 6092.410156
	Iteration 67Q: 3 clusters Score -2.555137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209607 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -25551372.000000 Penalty: 6092.410156
	Iteration 68Q: 3 clusters Score -2.555137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209614 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -25551364.000000 Penalty: 6092.410156
	Iteration 69Q: 3 clusters Score -2.555136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209615 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -25551374.000000 Penalty: 6092.410156
	Iteration 70Q: 3 clusters Score -2.555137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209616 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -25551368.000000 Penalty: 6092.410156
	Iteration 71Q: 3 clusters Score -2.555137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209617 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -25551372.000000 Penalty: 6092.410156
	Iteration 72Q: 3 clusters Score -2.555137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209618 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -25551378.000000 Penalty: 6092.410156
	Iteration 73Q: 3 clusters Score -2.555138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209619 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -25551368.000000 Penalty: 6092.410156
	Iteration 74Q: 3 clusters Score -2.555137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209624 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -25551376.000000 Penalty: 6092.410156
	Iteration 75Q: 3 clusters Score -2.555138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209628 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -25551374.000000 Penalty: 6092.410156
	Iteration 76Q: 3 clusters Score -2.555137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209630 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -25551388.000000 Penalty: 6092.410156
	Iteration 77Q: 3 clusters Score -2.555139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209632 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -25551382.000000 Penalty: 6092.410156
	Iteration 78Q: 3 clusters Score -2.555138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209634 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -25551380.000000 Penalty: 6092.410156
	Iteration 79Q: 3 clusters Score -2.555138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209637 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -25551384.000000 Penalty: 6092.410156
	Iteration 80F: 3 clusters Score -2.555138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209638 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -25551394.000000 Penalty: 6092.410156
	Iteration 81Q: 3 clusters Score -2.555139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209640 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -25551396.000000 Penalty: 6092.410156
	Iteration 82Q: 3 clusters Score -2.55514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209642 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -25551388.000000 Penalty: 6092.410156
	Iteration 83Q: 3 clusters Score -2.555139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209643 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -25551384.000000 Penalty: 6092.410156
	Iteration 84Q: 3 clusters Score -2.555138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209647 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -25551382.000000 Penalty: 6092.410156
	Iteration 85Q: 3 clusters Score -2.555138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209651 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -25551374.000000 Penalty: 6092.410156
	Iteration 86Q: 3 clusters Score -2.555137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209655 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -25551366.000000 Penalty: 6092.410156
	Iteration 87Q: 3 clusters Score -2.555137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209659 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -25551378.000000 Penalty: 6092.410156
	Iteration 88Q: 3 clusters Score -2.555138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209661 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -25551372.000000 Penalty: 6092.410156
	Iteration 89Q: 3 clusters Score -2.555137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209664 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -25551392.000000 Penalty: 6092.410156
	Iteration 90Q: 3 clusters Score -2.555139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209671 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -25551378.000000 Penalty: 6092.410156
	Iteration 91Q: 3 clusters Score -2.555138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209676 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -25551370.000000 Penalty: 6092.410156
	Iteration 92Q: 3 clusters Score -2.555137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209682 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -25551378.000000 Penalty: 6092.410156
	Iteration 93Q: 3 clusters Score -2.555138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209687 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -25551378.000000 Penalty: 6092.410156
	Iteration 94Q: 3 clusters Score -2.555138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209694 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -25551392.000000 Penalty: 6092.410156
	Iteration 95Q: 3 clusters Score -2.555139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209699 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -25551394.000000 Penalty: 6092.410156
	Iteration 96Q: 3 clusters Score -2.555139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209701 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -25551390.000000 Penalty: 6092.410156
	Iteration 97Q: 3 clusters Score -2.555139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209702 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -25551406.000000 Penalty: 6092.410156
	Iteration 98Q: 3 clusters Score -2.555141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209704 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -25551406.000000 Penalty: 6092.410156
	Iteration 99Q: 3 clusters Score -2.555141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209705 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -25551406.000000 Penalty: 6092.410156
	Iteration 100F: 3 clusters Score -2.555141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209707 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -25551406.000000 Penalty: 6092.410156
	Iteration 101Q: 3 clusters Score -2.555141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209708 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -25551410.000000 Penalty: 6092.410156
	Iteration 102Q: 3 clusters Score -2.555141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209708 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -25551410.000000 Penalty: 6092.410156
	Iteration 103F: 3 clusters Score -2.555141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60055 members 
Entering Unmasked Estep 
Score: -7144663.000000 Penalty: 2728.748047
	Iteration 0F: 2 clusters Score -7144663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -7104514.000000 Penalty: 5457.496094
	Iteration 0F: 3 clusters Score -7104514 nChanged 27893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -7120529.500000 Penalty: 5457.496094
	Iteration 1F: 3 clusters Score -7120530 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -7121607.000000 Penalty: 5457.496094
	Iteration 2Q: 3 clusters Score -7121607 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -7123129.500000 Penalty: 5457.496094
	Iteration 3F: 3 clusters Score -7123130 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -7125199.000000 Penalty: 5457.496094
	Iteration 4F: 3 clusters Score -7125199 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -7127992.500000 Penalty: 5457.496094
	Iteration 5F: 3 clusters Score -7127992 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -7131222.000000 Penalty: 5457.496094
	Iteration 6F: 3 clusters Score -7131222 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -7134212.000000 Penalty: 5457.496094
	Iteration 7F: 3 clusters Score -7134212 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -7136534.500000 Penalty: 5457.496094
	Iteration 8F: 3 clusters Score -7136534 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -7137790.500000 Penalty: 5457.496094
	Iteration 9Q: 3 clusters Score -7137790 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -7138482.500000 Penalty: 5457.496094
	Iteration 10Q: 3 clusters Score -7138482 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -7138837.000000 Penalty: 5457.496094
	Iteration 11Q: 3 clusters Score -7138837 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -7138976.500000 Penalty: 5457.496094
	Iteration 12Q: 3 clusters Score -7138976 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -7139092.000000 Penalty: 5457.496094
	Iteration 13Q: 3 clusters Score -7139092 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -7139143.000000 Penalty: 5457.496094
	Iteration 14Q: 3 clusters Score -7139143 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -7139208.000000 Penalty: 5457.496094
	Iteration 15Q: 3 clusters Score -7139208 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -7139259.500000 Penalty: 5457.496094
	Iteration 16Q: 3 clusters Score -7139260 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -7139324.500000 Penalty: 5457.496094
	Iteration 17Q: 3 clusters Score -7139324 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -7139376.000000 Penalty: 5457.496094
	Iteration 18Q: 3 clusters Score -7139376 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -7139427.500000 Penalty: 5457.496094
	Iteration 19Q: 3 clusters Score -7139428 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -7139500.500000 Penalty: 5457.496094
	Iteration 20F: 3 clusters Score -7139500 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -7139548.000000 Penalty: 5457.496094
	Iteration 21Q: 3 clusters Score -7139548 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -7139610.000000 Penalty: 5457.496094
	Iteration 22Q: 3 clusters Score -7139610 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -7139677.500000 Penalty: 5457.496094
	Iteration 23Q: 3 clusters Score -7139678 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -7139761.000000 Penalty: 5457.496094
	Iteration 24Q: 3 clusters Score -7139761 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -7139846.500000 Penalty: 5457.496094
	Iteration 25Q: 3 clusters Score -7139846 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -7139914.500000 Penalty: 5457.496094
	Iteration 26Q: 3 clusters Score -7139914 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -7139972.000000 Penalty: 5457.496094
	Iteration 27Q: 3 clusters Score -7139972 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -7140031.000000 Penalty: 5457.496094
	Iteration 28Q: 3 clusters Score -7140031 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -7140067.000000 Penalty: 5457.496094
	Iteration 29Q: 3 clusters Score -7140067 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -7140146.500000 Penalty: 5457.496094
	Iteration 30Q: 3 clusters Score -7140146 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -7140196.500000 Penalty: 5457.496094
	Iteration 31Q: 3 clusters Score -7140196 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -7140269.500000 Penalty: 5457.496094
	Iteration 32Q: 3 clusters Score -7140270 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -7140325.500000 Penalty: 5457.496094
	Iteration 33Q: 3 clusters Score -7140326 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -7140376.500000 Penalty: 5457.496094
	Iteration 34Q: 3 clusters Score -7140376 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -7140445.000000 Penalty: 5457.496094
	Iteration 35Q: 3 clusters Score -7140445 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -7140493.000000 Penalty: 5457.496094
	Iteration 36Q: 3 clusters Score -7140493 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -7140558.000000 Penalty: 5457.496094
	Iteration 37Q: 3 clusters Score -7140558 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -7140588.500000 Penalty: 5457.496094
	Iteration 38Q: 3 clusters Score -7140588 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -7140650.000000 Penalty: 5457.496094
	Iteration 39Q: 3 clusters Score -7140650 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -7140654.500000 Penalty: 5457.496094
	Iteration 40F: 3 clusters Score -7140654 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -7140717.500000 Penalty: 5457.496094
	Iteration 41Q: 3 clusters Score -7140718 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -7140773.500000 Penalty: 5457.496094
	Iteration 42Q: 3 clusters Score -7140774 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -7140840.500000 Penalty: 5457.496094
	Iteration 43Q: 3 clusters Score -7140840 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -7140892.500000 Penalty: 5457.496094
	Iteration 44Q: 3 clusters Score -7140892 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -7140938.500000 Penalty: 5457.496094
	Iteration 45Q: 3 clusters Score -7140938 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -7140984.500000 Penalty: 5457.496094
	Iteration 46Q: 3 clusters Score -7140984 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -7141017.500000 Penalty: 5457.496094
	Iteration 47Q: 3 clusters Score -7141018 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7141047 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -7141117.000000 Penalty: 5457.496094
	Iteration 49Q: 3 clusters Score -7141117 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -7141151.000000 Penalty: 5457.496094
	Iteration 50Q: 3 clusters Score -7141151 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -7141208.500000 Penalty: 5457.496094
	Iteration 51Q: 3 clusters Score -7141208 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -7141235.500000 Penalty: 5457.496094
	Iteration 52Q: 3 clusters Score -7141236 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -7141285.000000 Penalty: 5457.496094
	Iteration 53Q: 3 clusters Score -7141285 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -7141332.500000 Penalty: 5457.496094
	Iteration 54Q: 3 clusters Score -7141332 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -7141388.500000 Penalty: 5457.496094
	Iteration 55Q: 3 clusters Score -7141388 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -7141441.500000 Penalty: 5457.496094
	Iteration 56Q: 3 clusters Score -7141442 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7141435 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -7141474.500000 Penalty: 5457.496094
	Iteration 58Q: 3 clusters Score -7141474 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -7141491.500000 Penalty: 5457.496094
	Iteration 59Q: 3 clusters Score -7141492 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -7141490.000000 Penalty: 5457.496094
	Iteration 60F: 3 clusters Score -7141490 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -7141497.000000 Penalty: 5457.496094
	Iteration 61Q: 3 clusters Score -7141497 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -7141533.000000 Penalty: 5457.496094
	Iteration 62Q: 3 clusters Score -7141533 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -7141557.500000 Penalty: 5457.496094
	Iteration 63Q: 3 clusters Score -7141558 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -7141562.000000 Penalty: 5457.496094
	Iteration 64Q: 3 clusters Score -7141562 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -7141589.500000 Penalty: 5457.496094
	Iteration 65Q: 3 clusters Score -7141590 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -7141618.000000 Penalty: 5457.496094
	Iteration 66Q: 3 clusters Score -7141618 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7141633 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -7141666.000000 Penalty: 5457.496094
	Iteration 68Q: 3 clusters Score -7141666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7141690 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -7141693.000000 Penalty: 5457.496094
	Iteration 70Q: 3 clusters Score -7141693 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -7141704.500000 Penalty: 5457.496094
	Iteration 71Q: 3 clusters Score -7141704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -7141721.500000 Penalty: 5457.496094
	Iteration 72Q: 3 clusters Score -7141722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -7141731.500000 Penalty: 5457.496094
	Iteration 73Q: 3 clusters Score -7141732 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7141733 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -7141749.000000 Penalty: 5457.496094
	Iteration 75Q: 3 clusters Score -7141749 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7141751 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7141753 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -7141760.500000 Penalty: 5457.496094
	Iteration 78Q: 3 clusters Score -7141760 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -7141785.500000 Penalty: 5457.496094
	Iteration 79Q: 3 clusters Score -7141786 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -7141806.000000 Penalty: 5457.496094
	Iteration 80F: 3 clusters Score -7141806 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -7141823.000000 Penalty: 5457.496094
	Iteration 81Q: 3 clusters Score -7141823 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -7141840.000000 Penalty: 5457.496094
	Iteration 82Q: 3 clusters Score -7141840 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -7141864.000000 Penalty: 5457.496094
	Iteration 83Q: 3 clusters Score -7141864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -7141893.500000 Penalty: 5457.496094
	Iteration 84Q: 3 clusters Score -7141894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -7141881.500000 Penalty: 5457.496094
	Iteration 85Q: 3 clusters Score -7141882 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -7141915.000000 Penalty: 5457.496094
	Iteration 86Q: 3 clusters Score -7141915 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -7141921.500000 Penalty: 5457.496094
	Iteration 87Q: 3 clusters Score -7141922 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -7141983.000000 Penalty: 5457.496094
	Iteration 88Q: 3 clusters Score -7141983 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7141990 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7141992 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7141992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -7142027.500000 Penalty: 5457.496094
	Iteration 92Q: 3 clusters Score -7142028 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7142036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7142057 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -7142063.500000 Penalty: 5457.496094
	Iteration 95Q: 3 clusters Score -7142064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7142096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7142101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7142127 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -7142132.500000 Penalty: 5457.496094
	Iteration 99Q: 3 clusters Score -7142132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -7142138.500000 Penalty: 5457.496094
	Iteration 100F: 3 clusters Score -7142138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 56539 members 
Entering Unmasked Estep 
Score: -7142146.000000 Penalty: 5457.496094
	Iteration 101Q: 3 clusters Score -7142146 nChanged 55
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Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -7142155.000000 Penalty: 5457.496094
	Iteration 102Q: 3 clusters Score -7142155 nChanged 52
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Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7142168 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7142156 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -7142165.500000 Penalty: 5457.496094
	Iteration 105Q: 3 clusters Score -7142166 nChanged 59
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Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -7142183.500000 Penalty: 5457.496094
	Iteration 106Q: 3 clusters Score -7142184 nChanged 59
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Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7142208 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -7142231.500000 Penalty: 5457.496094
	Iteration 108Q: 3 clusters Score -7142232 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -7142249.000000 Penalty: 5457.496094
	Iteration 109Q: 3 clusters Score -7142249 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7142258 nChanged 48
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Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -7142262.500000 Penalty: 5457.496094
	Iteration 111Q: 3 clusters Score -7142262 nChanged 44
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Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7142258 nChanged 40
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Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7142266 nChanged 41
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Mstep: Class 1 contains 2901 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7142262 nChanged 40
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Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7142266 nChanged 34
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Entering Unmasked Estep 
Score: -7142282.500000 Penalty: 5457.496094
	Iteration 116Q: 3 clusters Score -7142282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -7142296.000000 Penalty: 5457.496094
	Iteration 117Q: 3 clusters Score -7142296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -7142296.500000 Penalty: 5457.496094
	Iteration 118Q: 3 clusters Score -7142296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -7142308.500000 Penalty: 5457.496094
	Iteration 119Q: 3 clusters Score -7142308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -7142310.500000 Penalty: 5457.496094
	Iteration 120F: 3 clusters Score -7142310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -7142303.500000 Penalty: 5457.496094
	Iteration 121Q: 3 clusters Score -7142304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -7142310.000000 Penalty: 5457.496094
	Iteration 122Q: 3 clusters Score -7142310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -7142322.500000 Penalty: 5457.496094
	Iteration 123Q: 3 clusters Score -7142322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -7142318.000000 Penalty: 5457.496094
	Iteration 124Q: 3 clusters Score -7142318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -7142327.500000 Penalty: 5457.496094
	Iteration 125Q: 3 clusters Score -7142328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -7142337.000000 Penalty: 5457.496094
	Iteration 126Q: 3 clusters Score -7142337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -7142335.000000 Penalty: 5457.496094
	Iteration 127Q: 3 clusters Score -7142335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -7142332.500000 Penalty: 5457.496094
	Iteration 128Q: 3 clusters Score -7142332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -7142329.500000 Penalty: 5457.496094
	Iteration 129Q: 3 clusters Score -7142330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -7142337.000000 Penalty: 5457.496094
	Iteration 130Q: 3 clusters Score -7142337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 57605 members 
Entering Unmasked Estep 
Score: -7142336.000000 Penalty: 5457.496094
	Iteration 131Q: 3 clusters Score -7142336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -7142333.000000 Penalty: 5457.496094
	Iteration 132Q: 3 clusters Score -7142333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -7142344.000000 Penalty: 5457.496094
	Iteration 133Q: 3 clusters Score -7142344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -7142353.500000 Penalty: 5457.496094
	Iteration 134Q: 3 clusters Score -7142354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
Score: -7142361.500000 Penalty: 5457.496094
	Iteration 135Q: 3 clusters Score -7142362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -7142369.500000 Penalty: 5457.496094
	Iteration 136Q: 3 clusters Score -7142370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -7142360.500000 Penalty: 5457.496094
	Iteration 137Q: 3 clusters Score -7142360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -7142365.500000 Penalty: 5457.496094
	Iteration 138Q: 3 clusters Score -7142366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -7142358.500000 Penalty: 5457.496094
	Iteration 139Q: 3 clusters Score -7142358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -7142354.500000 Penalty: 5457.496094
	Iteration 140F: 3 clusters Score -7142354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -7142362.500000 Penalty: 5457.496094
	Iteration 141Q: 3 clusters Score -7142362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -7142357.500000 Penalty: 5457.496094
	Iteration 142Q: 3 clusters Score -7142358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -7142367.000000 Penalty: 5457.496094
	Iteration 143Q: 3 clusters Score -7142367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -7142377.000000 Penalty: 5457.496094
	Iteration 144Q: 3 clusters Score -7142377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -7142392.000000 Penalty: 5457.496094
	Iteration 145Q: 3 clusters Score -7142392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -7142385.500000 Penalty: 5457.496094
	Iteration 146Q: 3 clusters Score -7142386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -7142384.500000 Penalty: 5457.496094
	Iteration 147Q: 3 clusters Score -7142384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -7142395.000000 Penalty: 5457.496094
	Iteration 148Q: 3 clusters Score -7142395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -7142398.000000 Penalty: 5457.496094
	Iteration 149Q: 3 clusters Score -7142398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -7142396.500000 Penalty: 5457.496094
	Iteration 150Q: 3 clusters Score -7142396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -7142401.500000 Penalty: 5457.496094
	Iteration 151Q: 3 clusters Score -7142402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -7142405.000000 Penalty: 5457.496094
	Iteration 152Q: 3 clusters Score -7142405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -7142419.500000 Penalty: 5457.496094
	Iteration 153Q: 3 clusters Score -7142420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -7142424.500000 Penalty: 5457.496094
	Iteration 154Q: 3 clusters Score -7142424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 57996 members 
Entering Unmasked Estep 
Score: -7142434.500000 Penalty: 5457.496094
	Iteration 155Q: 3 clusters Score -7142434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -7142440.000000 Penalty: 5457.496094
	Iteration 156Q: 3 clusters Score -7142440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -7142448.500000 Penalty: 5457.496094
	Iteration 157Q: 3 clusters Score -7142448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -7142439.500000 Penalty: 5457.496094
	Iteration 158Q: 3 clusters Score -7142440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -7142456.000000 Penalty: 5457.496094
	Iteration 159Q: 3 clusters Score -7142456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -7142453.000000 Penalty: 5457.496094
	Iteration 160F: 3 clusters Score -7142453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -7142467.000000 Penalty: 5457.496094
	Iteration 161Q: 3 clusters Score -7142467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -7142474.000000 Penalty: 5457.496094
	Iteration 162Q: 3 clusters Score -7142474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -7142477.500000 Penalty: 5457.496094
	Iteration 163Q: 3 clusters Score -7142478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -7142482.000000 Penalty: 5457.496094
	Iteration 164Q: 3 clusters Score -7142482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -7142487.500000 Penalty: 5457.496094
	Iteration 165Q: 3 clusters Score -7142488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -7142491.500000 Penalty: 5457.496094
	Iteration 166Q: 3 clusters Score -7142492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
Score: -7142496.500000 Penalty: 5457.496094
	Iteration 167Q: 3 clusters Score -7142496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -7142503.000000 Penalty: 5457.496094
	Iteration 168Q: 3 clusters Score -7142503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -7142504.500000 Penalty: 5457.496094
	Iteration 169Q: 3 clusters Score -7142504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
Score: -7142503.500000 Penalty: 5457.496094
	Iteration 170Q: 3 clusters Score -7142504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -7142502.500000 Penalty: 5457.496094
	Iteration 171Q: 3 clusters Score -7142502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -7142497.500000 Penalty: 5457.496094
	Iteration 172Q: 3 clusters Score -7142498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -7142497.500000 Penalty: 5457.496094
	Iteration 173Q: 3 clusters Score -7142498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -7142503.500000 Penalty: 5457.496094
	Iteration 174Q: 3 clusters Score -7142504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -7142504.500000 Penalty: 5457.496094
	Iteration 175Q: 3 clusters Score -7142504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -7142512.000000 Penalty: 5457.496094
	Iteration 176Q: 3 clusters Score -7142512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -7142506.000000 Penalty: 5457.496094
	Iteration 177Q: 3 clusters Score -7142506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -7142513.500000 Penalty: 5457.496094
	Iteration 178Q: 3 clusters Score -7142514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -7142514.000000 Penalty: 5457.496094
	Iteration 179Q: 3 clusters Score -7142514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -7142523.000000 Penalty: 5457.496094
	Iteration 180F: 3 clusters Score -7142523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -7142519.500000 Penalty: 5457.496094
	Iteration 181Q: 3 clusters Score -7142520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -7142523.000000 Penalty: 5457.496094
	Iteration 182Q: 3 clusters Score -7142523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 58215 members 
Entering Unmasked Estep 
Score: -7142521.500000 Penalty: 5457.496094
	Iteration 183Q: 3 clusters Score -7142522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -7142518.000000 Penalty: 5457.496094
	Iteration 184Q: 3 clusters Score -7142518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -7142515.500000 Penalty: 5457.496094
	Iteration 185Q: 3 clusters Score -7142516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -7142516.000000 Penalty: 5457.496094
	Iteration 186Q: 3 clusters Score -7142516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -7142517.000000 Penalty: 5457.496094
	Iteration 187Q: 3 clusters Score -7142517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -7142513.500000 Penalty: 5457.496094
	Iteration 188Q: 3 clusters Score -7142514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -7142521.500000 Penalty: 5457.496094
	Iteration 189Q: 3 clusters Score -7142522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -7142527.000000 Penalty: 5457.496094
	Iteration 190Q: 3 clusters Score -7142527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -7142519.000000 Penalty: 5457.496094
	Iteration 191Q: 3 clusters Score -7142519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -7142522.000000 Penalty: 5457.496094
	Iteration 192Q: 3 clusters Score -7142522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -7142525.000000 Penalty: 5457.496094
	Iteration 193Q: 3 clusters Score -7142525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -7142520.000000 Penalty: 5457.496094
	Iteration 194Q: 3 clusters Score -7142520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -7142524.000000 Penalty: 5457.496094
	Iteration 195Q: 3 clusters Score -7142524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -7142524.000000 Penalty: 5457.496094
	Iteration 196Q: 3 clusters Score -7142524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -7142522.000000 Penalty: 5457.496094
	Iteration 197Q: 3 clusters Score -7142522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 58258 members 
Entering Unmasked Estep 
Score: -7142524.500000 Penalty: 5457.496094
	Iteration 198Q: 3 clusters Score -7142524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -7142525.000000 Penalty: 5457.496094
	Iteration 199Q: 3 clusters Score -7142525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -7142529.000000 Penalty: 5457.496094
	Iteration 200F: 3 clusters Score -7142529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -7142529.500000 Penalty: 5457.496094
	Iteration 201Q: 3 clusters Score -7142530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -7142529.500000 Penalty: 5457.496094
	Iteration 202F: 3 clusters Score -7142530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Entering Unmasked Estep 
Score: -1007097.375000 Penalty: 2267.364014
	Iteration 0F: 2 clusters Score -1007097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -999747.687500 Penalty: 4534.728027
	Iteration 0F: 3 clusters Score -999747.7 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1002114.312500 Penalty: 4534.728027
	Iteration 1F: 3 clusters Score -1002114 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1002750.687500 Penalty: 4534.728027
	Iteration 2F: 3 clusters Score -1002751 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1003361.562500 Penalty: 4534.728027
	Iteration 3F: 3 clusters Score -1003362 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1003908.937500 Penalty: 4534.728027
	Iteration 4F: 3 clusters Score -1003909 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1004389.062500 Penalty: 4534.728027
	Iteration 5F: 3 clusters Score -1004389 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1004761.250000 Penalty: 4534.728027
	Iteration 6F: 3 clusters Score -1004761 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1005061.937500 Penalty: 4534.728027
	Iteration 7Q: 3 clusters Score -1005062 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1005282.750000 Penalty: 4534.728027
	Iteration 8Q: 3 clusters Score -1005283 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1005454.937500 Penalty: 4534.728027
	Iteration 9Q: 3 clusters Score -1005455 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1005585.562500 Penalty: 4534.728027
	Iteration 10Q: 3 clusters Score -1005586 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1005666.625000 Penalty: 4534.728027
	Iteration 11Q: 3 clusters Score -1005667 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1005727.437500 Penalty: 4534.728027
	Iteration 12Q: 3 clusters Score -1005727 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1005776.500000 Penalty: 4534.728027
	Iteration 13Q: 3 clusters Score -1005776 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1005805.750000 Penalty: 4534.728027
	Iteration 14Q: 3 clusters Score -1005806 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1005836.000000 Penalty: 4534.728027
	Iteration 15Q: 3 clusters Score -1005836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1005864.687500 Penalty: 4534.728027
	Iteration 16Q: 3 clusters Score -1005865 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1005887.687500 Penalty: 4534.728027
	Iteration 17Q: 3 clusters Score -1005888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1005903.187500 Penalty: 4534.728027
	Iteration 18Q: 3 clusters Score -1005903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1005916.562500 Penalty: 4534.728027
	Iteration 19Q: 3 clusters Score -1005917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1005928.937500 Penalty: 4534.728027
	Iteration 20F: 3 clusters Score -1005929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1005939.125000 Penalty: 4534.728027
	Iteration 21Q: 3 clusters Score -1005939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1005947.875000 Penalty: 4534.728027
	Iteration 22Q: 3 clusters Score -1005948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1005958.375000 Penalty: 4534.728027
	Iteration 23Q: 3 clusters Score -1005958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1005967.500000 Penalty: 4534.728027
	Iteration 24Q: 3 clusters Score -1005968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1005971.562500 Penalty: 4534.728027
	Iteration 25Q: 3 clusters Score -1005972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1005978.500000 Penalty: 4534.728027
	Iteration 26Q: 3 clusters Score -1005978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1005982.375000 Penalty: 4534.728027
	Iteration 27Q: 3 clusters Score -1005982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1005987.875000 Penalty: 4534.728027
	Iteration 28Q: 3 clusters Score -1005988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1005995.812500 Penalty: 4534.728027
	Iteration 29Q: 3 clusters Score -1005996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1006000.937500 Penalty: 4534.728027
	Iteration 30Q: 3 clusters Score -1006001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1006003.437500 Penalty: 4534.728027
	Iteration 31Q: 3 clusters Score -1006003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1006007.562500 Penalty: 4534.728027
	Iteration 32Q: 3 clusters Score -1006008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1006008.437500 Penalty: 4534.728027
	Iteration 33Q: 3 clusters Score -1006008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1006009.937500 Penalty: 4534.728027
	Iteration 34Q: 3 clusters Score -1006010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1006011.000000 Penalty: 4534.728027
	Iteration 35Q: 3 clusters Score -1006011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1006012.562500 Penalty: 4534.728027
	Iteration 36Q: 3 clusters Score -1006013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1006014.937500 Penalty: 4534.728027
	Iteration 37Q: 3 clusters Score -1006015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1006014.312500 Penalty: 4534.728027
	Iteration 38Q: 3 clusters Score -1006014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1006015.187500 Penalty: 4534.728027
	Iteration 39Q: 3 clusters Score -1006015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1006017.625000 Penalty: 4534.728027
	Iteration 40F: 3 clusters Score -1006018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1006020.062500 Penalty: 4534.728027
	Iteration 41Q: 3 clusters Score -1006020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1006019.062500 Penalty: 4534.728027
	Iteration 42Q: 3 clusters Score -1006019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1006021.875000 Penalty: 4534.728027
	Iteration 43Q: 3 clusters Score -1006022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1006019.937500 Penalty: 4534.728027
	Iteration 44Q: 3 clusters Score -1006020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1006019.937500 Penalty: 4534.728027
	Iteration 45F: 3 clusters Score -1006020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Entering Unmasked Estep 
Score: -6250319.000000 Penalty: 2693.555908
	Iteration 0F: 2 clusters Score -6250319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -6215501.500000 Penalty: 5387.111816
	Iteration 0F: 3 clusters Score -6215502 nChanged 24124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -6228623.000000 Penalty: 5387.111816
	Iteration 1F: 3 clusters Score -6228623 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -6229094.000000 Penalty: 5387.111816
	Iteration 2Q: 3 clusters Score -6229094 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -6229544.500000 Penalty: 5387.111816
	Iteration 3Q: 3 clusters Score -6229544 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -6230016.000000 Penalty: 5387.111816
	Iteration 4Q: 3 clusters Score -6230016 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -6230707.000000 Penalty: 5387.111816
	Iteration 5Q: 3 clusters Score -6230707 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -6231642.500000 Penalty: 5387.111816
	Iteration 6Q: 3 clusters Score -6231642 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -6233040.500000 Penalty: 5387.111816
	Iteration 7F: 3 clusters Score -6233040 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -6235131.500000 Penalty: 5387.111816
	Iteration 8F: 3 clusters Score -6235132 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -6237834.500000 Penalty: 5387.111816
	Iteration 9F: 3 clusters Score -6237834 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -6240859.000000 Penalty: 5387.111816
	Iteration 10F: 3 clusters Score -6240859 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -6243552.500000 Penalty: 5387.111816
	Iteration 11F: 3 clusters Score -6243552 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -6245542.000000 Penalty: 5387.111816
	Iteration 12Q: 3 clusters Score -6245542 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -6246908.500000 Penalty: 5387.111816
	Iteration 13Q: 3 clusters Score -6246908 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -6247730.500000 Penalty: 5387.111816
	Iteration 14Q: 3 clusters Score -6247730 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6248089.000000 Penalty: 5387.111816
	Iteration 15Q: 3 clusters Score -6248089 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6248228.000000 Penalty: 5387.111816
	Iteration 16Q: 3 clusters Score -6248228 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -6248306.000000 Penalty: 5387.111816
	Iteration 17Q: 3 clusters Score -6248306 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -6248357.500000 Penalty: 5387.111816
	Iteration 18Q: 3 clusters Score -6248358 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -6248379.000000 Penalty: 5387.111816
	Iteration 19Q: 3 clusters Score -6248379 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -6248392.500000 Penalty: 5387.111816
	Iteration 20F: 3 clusters Score -6248392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -6248415.000000 Penalty: 5387.111816
	Iteration 21Q: 3 clusters Score -6248415 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -6248432.500000 Penalty: 5387.111816
	Iteration 22Q: 3 clusters Score -6248432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6248437.000000 Penalty: 5387.111816
	Iteration 23Q: 3 clusters Score -6248437 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -6248440.000000 Penalty: 5387.111816
	Iteration 24Q: 3 clusters Score -6248440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6248436.500000 Penalty: 5387.111816
	Iteration 25Q: 3 clusters Score -6248436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6248443.000000 Penalty: 5387.111816
	Iteration 26Q: 3 clusters Score -6248443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -6248459.500000 Penalty: 5387.111816
	Iteration 27Q: 3 clusters Score -6248460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -6248461.500000 Penalty: 5387.111816
	Iteration 28Q: 3 clusters Score -6248462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -6248474.000000 Penalty: 5387.111816
	Iteration 29Q: 3 clusters Score -6248474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -6248475.000000 Penalty: 5387.111816
	Iteration 30Q: 3 clusters Score -6248475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -6248483.500000 Penalty: 5387.111816
	Iteration 31Q: 3 clusters Score -6248484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -6248472.000000 Penalty: 5387.111816
	Iteration 32Q: 3 clusters Score -6248472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -6248477.500000 Penalty: 5387.111816
	Iteration 33Q: 3 clusters Score -6248478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6248481.500000 Penalty: 5387.111816
	Iteration 34Q: 3 clusters Score -6248482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6248481.000000 Penalty: 5387.111816
	Iteration 35Q: 3 clusters Score -6248481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -6248482.500000 Penalty: 5387.111816
	Iteration 36Q: 3 clusters Score -6248482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -6248487.000000 Penalty: 5387.111816
	Iteration 37Q: 3 clusters Score -6248487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6248491.500000 Penalty: 5387.111816
	Iteration 38Q: 3 clusters Score -6248492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6248497.500000 Penalty: 5387.111816
	Iteration 39Q: 3 clusters Score -6248498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -6248496.500000 Penalty: 5387.111816
	Iteration 40F: 3 clusters Score -6248496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6248500.500000 Penalty: 5387.111816
	Iteration 41Q: 3 clusters Score -6248500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6248500.500000 Penalty: 5387.111816
	Iteration 42F: 3 clusters Score -6248500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Entering Unmasked Estep 
Score: -739273.812500 Penalty: 2168.791016
	Iteration 0F: 2 clusters Score -739273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -734002.500000 Penalty: 4337.582031
	Iteration 0F: 3 clusters Score -734002.5 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -735409.375000 Penalty: 4337.582031
	Iteration 1F: 3 clusters Score -735409.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -735639.312500 Penalty: 4337.582031
	Iteration 2F: 3 clusters Score -735639.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -735780.812500 Penalty: 4337.582031
	Iteration 3Q: 3 clusters Score -735780.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -735881.312500 Penalty: 4337.582031
	Iteration 4Q: 3 clusters Score -735881.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -735968.125000 Penalty: 4337.582031
	Iteration 5Q: 3 clusters Score -735968.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -736031.000000 Penalty: 4337.582031
	Iteration 6Q: 3 clusters Score -736031 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -736076.375000 Penalty: 4337.582031
	Iteration 7Q: 3 clusters Score -736076.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -736121.562500 Penalty: 4337.582031
	Iteration 8Q: 3 clusters Score -736121.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -736169.375000 Penalty: 4337.582031
	Iteration 9Q: 3 clusters Score -736169.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -736230.062500 Penalty: 4337.582031
	Iteration 10Q: 3 clusters Score -736230.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -736290.625000 Penalty: 4337.582031
	Iteration 11Q: 3 clusters Score -736290.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -736364.437500 Penalty: 4337.582031
	Iteration 12Q: 3 clusters Score -736364.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -736452.812500 Penalty: 4337.582031
	Iteration 13Q: 3 clusters Score -736452.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -736559.687500 Penalty: 4337.582031
	Iteration 14Q: 3 clusters Score -736559.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -736673.312500 Penalty: 4337.582031
	Iteration 15Q: 3 clusters Score -736673.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -736790.625000 Penalty: 4337.582031
	Iteration 16Q: 3 clusters Score -736790.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -736902.562500 Penalty: 4337.582031
	Iteration 17Q: 3 clusters Score -736902.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -737005.125000 Penalty: 4337.582031
	Iteration 18Q: 3 clusters Score -737005.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -737083.062500 Penalty: 4337.582031
	Iteration 19Q: 3 clusters Score -737083.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -737150.687500 Penalty: 4337.582031
	Iteration 20F: 3 clusters Score -737150.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -737216.562500 Penalty: 4337.582031
	Iteration 21Q: 3 clusters Score -737216.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -737270.500000 Penalty: 4337.582031
	Iteration 22Q: 3 clusters Score -737270.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -737300.000000 Penalty: 4337.582031
	Iteration 23Q: 3 clusters Score -737300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -737332.500000 Penalty: 4337.582031
	Iteration 24Q: 3 clusters Score -737332.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -737358.812500 Penalty: 4337.582031
	Iteration 25Q: 3 clusters Score -737358.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -737384.187500 Penalty: 4337.582031
	Iteration 26Q: 3 clusters Score -737384.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -737404.625000 Penalty: 4337.582031
	Iteration 27Q: 3 clusters Score -737404.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -737425.312500 Penalty: 4337.582031
	Iteration 28Q: 3 clusters Score -737425.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -737444.125000 Penalty: 4337.582031
	Iteration 29Q: 3 clusters Score -737444.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -737459.312500 Penalty: 4337.582031
	Iteration 30Q: 3 clusters Score -737459.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -737473.187500 Penalty: 4337.582031
	Iteration 31Q: 3 clusters Score -737473.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -737486.687500 Penalty: 4337.582031
	Iteration 32Q: 3 clusters Score -737486.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -737499.062500 Penalty: 4337.582031
	Iteration 33Q: 3 clusters Score -737499.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -737513.875000 Penalty: 4337.582031
	Iteration 34Q: 3 clusters Score -737513.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -737521.875000 Penalty: 4337.582031
	Iteration 35Q: 3 clusters Score -737521.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -737531.125000 Penalty: 4337.582031
	Iteration 36Q: 3 clusters Score -737531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -737535.187500 Penalty: 4337.582031
	Iteration 37Q: 3 clusters Score -737535.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -737538.812500 Penalty: 4337.582031
	Iteration 38Q: 3 clusters Score -737538.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -737542.000000 Penalty: 4337.582031
	Iteration 39Q: 3 clusters Score -737542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -737547.312500 Penalty: 4337.582031
	Iteration 40F: 3 clusters Score -737547.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -737551.750000 Penalty: 4337.582031
	Iteration 41Q: 3 clusters Score -737551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -737556.437500 Penalty: 4337.582031
	Iteration 42Q: 3 clusters Score -737556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -737556.312500 Penalty: 4337.582031
	Iteration 43Q: 3 clusters Score -737556.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -737556.312500 Penalty: 4337.582031
	Iteration 44F: 3 clusters Score -737556.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Entering Unmasked Estep 
Score: -2414627.750000 Penalty: 2463.371338
	Iteration 0F: 2 clusters Score -2414628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2400223.750000 Penalty: 4926.742676
	Iteration 0F: 3 clusters Score -2400224 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2405182.000000 Penalty: 4926.742676
	Iteration 1F: 3 clusters Score -2405182 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2405651.500000 Penalty: 4926.742676
	Iteration 2F: 3 clusters Score -2405652 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2406100.250000 Penalty: 4926.742676
	Iteration 3F: 3 clusters Score -2406100 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2406532.750000 Penalty: 4926.742676
	Iteration 4Q: 3 clusters Score -2406533 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2406979.000000 Penalty: 4926.742676
	Iteration 5Q: 3 clusters Score -2406979 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2407481.500000 Penalty: 4926.742676
	Iteration 6F: 3 clusters Score -2407482 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2408012.250000 Penalty: 4926.742676
	Iteration 7Q: 3 clusters Score -2408012 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2408569.500000 Penalty: 4926.742676
	Iteration 8Q: 3 clusters Score -2408570 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2409107.500000 Penalty: 4926.742676
	Iteration 9Q: 3 clusters Score -2409108 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2409677.000000 Penalty: 4926.742676
	Iteration 10Q: 3 clusters Score -2409677 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2410160.000000 Penalty: 4926.742676
	Iteration 11Q: 3 clusters Score -2410160 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2410643.750000 Penalty: 4926.742676
	Iteration 12Q: 3 clusters Score -2410644 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2411097.500000 Penalty: 4926.742676
	Iteration 13Q: 3 clusters Score -2411098 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2411507.250000 Penalty: 4926.742676
	Iteration 14Q: 3 clusters Score -2411507 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2411845.750000 Penalty: 4926.742676
	Iteration 15Q: 3 clusters Score -2411846 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2412090.250000 Penalty: 4926.742676
	Iteration 16Q: 3 clusters Score -2412090 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2412286.250000 Penalty: 4926.742676
	Iteration 17Q: 3 clusters Score -2412286 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2412404.500000 Penalty: 4926.742676
	Iteration 18Q: 3 clusters Score -2412404 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2412474.000000 Penalty: 4926.742676
	Iteration 19Q: 3 clusters Score -2412474 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2412526.500000 Penalty: 4926.742676
	Iteration 20F: 3 clusters Score -2412526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2412559.750000 Penalty: 4926.742676
	Iteration 21Q: 3 clusters Score -2412560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2412585.000000 Penalty: 4926.742676
	Iteration 22Q: 3 clusters Score -2412585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2412597.000000 Penalty: 4926.742676
	Iteration 23Q: 3 clusters Score -2412597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2412610.250000 Penalty: 4926.742676
	Iteration 24Q: 3 clusters Score -2412610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2412619.750000 Penalty: 4926.742676
	Iteration 25Q: 3 clusters Score -2412620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2412626.000000 Penalty: 4926.742676
	Iteration 26Q: 3 clusters Score -2412626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2412638.500000 Penalty: 4926.742676
	Iteration 27Q: 3 clusters Score -2412638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2412642.500000 Penalty: 4926.742676
	Iteration 28Q: 3 clusters Score -2412642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2412641.750000 Penalty: 4926.742676
	Iteration 29Q: 3 clusters Score -2412642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2412650.250000 Penalty: 4926.742676
	Iteration 30Q: 3 clusters Score -2412650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2412653.250000 Penalty: 4926.742676
	Iteration 31Q: 3 clusters Score -2412653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2412658.250000 Penalty: 4926.742676
	Iteration 32Q: 3 clusters Score -2412658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2412661.000000 Penalty: 4926.742676
	Iteration 33Q: 3 clusters Score -2412661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2412664.500000 Penalty: 4926.742676
	Iteration 34Q: 3 clusters Score -2412664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2412670.000000 Penalty: 4926.742676
	Iteration 35Q: 3 clusters Score -2412670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2412666.000000 Penalty: 4926.742676
	Iteration 36Q: 3 clusters Score -2412666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2412668.750000 Penalty: 4926.742676
	Iteration 37Q: 3 clusters Score -2412669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2412668.250000 Penalty: 4926.742676
	Iteration 38Q: 3 clusters Score -2412668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2412670.250000 Penalty: 4926.742676
	Iteration 39Q: 3 clusters Score -2412670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2412673.500000 Penalty: 4926.742676
	Iteration 40F: 3 clusters Score -2412674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2412678.250000 Penalty: 4926.742676
	Iteration 41Q: 3 clusters Score -2412678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2412675.500000 Penalty: 4926.742676
	Iteration 42Q: 3 clusters Score -2412676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2412681.750000 Penalty: 4926.742676
	Iteration 43Q: 3 clusters Score -2412682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2412685.750000 Penalty: 4926.742676
	Iteration 44Q: 3 clusters Score -2412686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2412688.750000 Penalty: 4926.742676
	Iteration 45Q: 3 clusters Score -2412689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2412691.250000 Penalty: 4926.742676
	Iteration 46Q: 3 clusters Score -2412691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2412692.250000 Penalty: 4926.742676
	Iteration 47Q: 3 clusters Score -2412692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2412694.000000 Penalty: 4926.742676
	Iteration 48Q: 3 clusters Score -2412694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2412700.000000 Penalty: 4926.742676
	Iteration 49Q: 3 clusters Score -2412700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2412702.500000 Penalty: 4926.742676
	Iteration 50Q: 3 clusters Score -2412702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2412703.750000 Penalty: 4926.742676
	Iteration 51Q: 3 clusters Score -2412704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2412704.750000 Penalty: 4926.742676
	Iteration 52Q: 3 clusters Score -2412705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2412707.000000 Penalty: 4926.742676
	Iteration 53Q: 3 clusters Score -2412707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2412706.000000 Penalty: 4926.742676
	Iteration 54Q: 3 clusters Score -2412706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2412708.250000 Penalty: 4926.742676
	Iteration 55Q: 3 clusters Score -2412708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2412716.750000 Penalty: 4926.742676
	Iteration 56Q: 3 clusters Score -2412717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2412715.500000 Penalty: 4926.742676
	Iteration 57Q: 3 clusters Score -2412716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2412717.000000 Penalty: 4926.742676
	Iteration 58Q: 3 clusters Score -2412717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2412717.000000 Penalty: 4926.742676
	Iteration 59F: 3 clusters Score -2412717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Entering Unmasked Estep 
Score: -4157702.750000 Penalty: 2592.986084
	Iteration 0F: 2 clusters Score -4157703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4134126.000000 Penalty: 5185.972168
	Iteration 0F: 3 clusters Score -4134126 nChanged 15738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4142779.750000 Penalty: 5185.972168
	Iteration 1F: 3 clusters Score -4142780 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4143496.500000 Penalty: 5185.972168
	Iteration 2Q: 3 clusters Score -4143496 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -4144335.750000 Penalty: 5185.972168
	Iteration 3F: 3 clusters Score -4144336 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -4145229.000000 Penalty: 5185.972168
	Iteration 4F: 3 clusters Score -4145229 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4146265.000000 Penalty: 5185.972168
	Iteration 5F: 3 clusters Score -4146265 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -4147434.250000 Penalty: 5185.972168
	Iteration 6F: 3 clusters Score -4147434 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4148608.500000 Penalty: 5185.972168
	Iteration 7F: 3 clusters Score -4148608 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4149740.250000 Penalty: 5185.972168
	Iteration 8F: 3 clusters Score -4149740 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -4150603.000000 Penalty: 5185.972168
	Iteration 9Q: 3 clusters Score -4150603 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -4151226.500000 Penalty: 5185.972168
	Iteration 10Q: 3 clusters Score -4151226 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4151630.500000 Penalty: 5185.972168
	Iteration 11Q: 3 clusters Score -4151630 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -4151905.250000 Penalty: 5185.972168
	Iteration 12Q: 3 clusters Score -4151905 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -4152057.500000 Penalty: 5185.972168
	Iteration 13Q: 3 clusters Score -4152058 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -4152178.500000 Penalty: 5185.972168
	Iteration 14Q: 3 clusters Score -4152178 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4152266.500000 Penalty: 5185.972168
	Iteration 15Q: 3 clusters Score -4152266 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -4152339.750000 Penalty: 5185.972168
	Iteration 16Q: 3 clusters Score -4152340 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -4152365.750000 Penalty: 5185.972168
	Iteration 17Q: 3 clusters Score -4152366 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -4152383.750000 Penalty: 5185.972168
	Iteration 18Q: 3 clusters Score -4152384 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -4152403.000000 Penalty: 5185.972168
	Iteration 19Q: 3 clusters Score -4152403 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -4152425.000000 Penalty: 5185.972168
	Iteration 20F: 3 clusters Score -4152425 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -4152450.500000 Penalty: 5185.972168
	Iteration 21Q: 3 clusters Score -4152450 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4152475.750000 Penalty: 5185.972168
	Iteration 22Q: 3 clusters Score -4152476 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4152497.250000 Penalty: 5185.972168
	Iteration 23Q: 3 clusters Score -4152497 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -4152509.500000 Penalty: 5185.972168
	Iteration 24Q: 3 clusters Score -4152510 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4152532.000000 Penalty: 5185.972168
	Iteration 25Q: 3 clusters Score -4152532 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -4152557.250000 Penalty: 5185.972168
	Iteration 26Q: 3 clusters Score -4152557 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -4152579.750000 Penalty: 5185.972168
	Iteration 27Q: 3 clusters Score -4152580 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -4152596.250000 Penalty: 5185.972168
	Iteration 28Q: 3 clusters Score -4152596 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -4152634.250000 Penalty: 5185.972168
	Iteration 29Q: 3 clusters Score -4152634 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4152655.750000 Penalty: 5185.972168
	Iteration 30Q: 3 clusters Score -4152656 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -4152675.000000 Penalty: 5185.972168
	Iteration 31Q: 3 clusters Score -4152675 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -4152709.000000 Penalty: 5185.972168
	Iteration 32Q: 3 clusters Score -4152709 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4152730.250000 Penalty: 5185.972168
	Iteration 33Q: 3 clusters Score -4152730 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -4152761.000000 Penalty: 5185.972168
	Iteration 34Q: 3 clusters Score -4152761 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -4152790.750000 Penalty: 5185.972168
	Iteration 35Q: 3 clusters Score -4152791 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -4152819.250000 Penalty: 5185.972168
	Iteration 36Q: 3 clusters Score -4152819 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -4152861.750000 Penalty: 5185.972168
	Iteration 37Q: 3 clusters Score -4152862 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -4152901.250000 Penalty: 5185.972168
	Iteration 38Q: 3 clusters Score -4152901 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -4152940.750000 Penalty: 5185.972168
	Iteration 39Q: 3 clusters Score -4152941 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -4152953.250000 Penalty: 5185.972168
	Iteration 40F: 3 clusters Score -4152953 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -4152978.500000 Penalty: 5185.972168
	Iteration 41Q: 3 clusters Score -4152978 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4153021.250000 Penalty: 5185.972168
	Iteration 42Q: 3 clusters Score -4153021 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -4153050.000000 Penalty: 5185.972168
	Iteration 43Q: 3 clusters Score -4153050 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -4153091.500000 Penalty: 5185.972168
	Iteration 44Q: 3 clusters Score -4153092 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -4153153.250000 Penalty: 5185.972168
	Iteration 45Q: 3 clusters Score -4153153 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -4153197.750000 Penalty: 5185.972168
	Iteration 46Q: 3 clusters Score -4153198 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4153225.750000 Penalty: 5185.972168
	Iteration 47Q: 3 clusters Score -4153226 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -4153269.000000 Penalty: 5185.972168
	Iteration 48Q: 3 clusters Score -4153269 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -4153325.750000 Penalty: 5185.972168
	Iteration 49Q: 3 clusters Score -4153326 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -4153359.250000 Penalty: 5185.972168
	Iteration 50Q: 3 clusters Score -4153359 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -4153418.250000 Penalty: 5185.972168
	Iteration 51Q: 3 clusters Score -4153418 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -4153472.250000 Penalty: 5185.972168
	Iteration 52Q: 3 clusters Score -4153472 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -4153534.000000 Penalty: 5185.972168
	Iteration 53Q: 3 clusters Score -4153534 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -4153589.000000 Penalty: 5185.972168
	Iteration 54Q: 3 clusters Score -4153589 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -4153667.750000 Penalty: 5185.972168
	Iteration 55Q: 3 clusters Score -4153668 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -4153737.750000 Penalty: 5185.972168
	Iteration 56Q: 3 clusters Score -4153738 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -4153801.500000 Penalty: 5185.972168
	Iteration 57Q: 3 clusters Score -4153802 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -4153905.250000 Penalty: 5185.972168
	Iteration 58Q: 3 clusters Score -4153905 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -4153992.500000 Penalty: 5185.972168
	Iteration 59Q: 3 clusters Score -4153992 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -4154082.000000 Penalty: 5185.972168
	Iteration 60F: 3 clusters Score -4154082 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -4154175.250000 Penalty: 5185.972168
	Iteration 61Q: 3 clusters Score -4154175 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -4154288.500000 Penalty: 5185.972168
	Iteration 62Q: 3 clusters Score -4154288 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -4154395.000000 Penalty: 5185.972168
	Iteration 63Q: 3 clusters Score -4154395 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -4154531.250000 Penalty: 5185.972168
	Iteration 64Q: 3 clusters Score -4154531 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -4154679.750000 Penalty: 5185.972168
	Iteration 65Q: 3 clusters Score -4154680 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4154787.750000 Penalty: 5185.972168
	Iteration 66Q: 3 clusters Score -4154788 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -4154909.250000 Penalty: 5185.972168
	Iteration 67Q: 3 clusters Score -4154909 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -4155001.000000 Penalty: 5185.972168
	Iteration 68Q: 3 clusters Score -4155001 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -4155114.000000 Penalty: 5185.972168
	Iteration 69Q: 3 clusters Score -4155114 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4155170.750000 Penalty: 5185.972168
	Iteration 70Q: 3 clusters Score -4155171 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4155276.000000 Penalty: 5185.972168
	Iteration 71Q: 3 clusters Score -4155276 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4155364.750000 Penalty: 5185.972168
	Iteration 72Q: 3 clusters Score -4155365 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -4155457.250000 Penalty: 5185.972168
	Iteration 73Q: 3 clusters Score -4155457 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4155538.000000 Penalty: 5185.972168
	Iteration 74Q: 3 clusters Score -4155538 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4155595.250000 Penalty: 5185.972168
	Iteration 75Q: 3 clusters Score -4155595 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4155629.500000 Penalty: 5185.972168
	Iteration 76Q: 3 clusters Score -4155630 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4155668.250000 Penalty: 5185.972168
	Iteration 77Q: 3 clusters Score -4155668 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4155689.750000 Penalty: 5185.972168
	Iteration 78Q: 3 clusters Score -4155690 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4155719.250000 Penalty: 5185.972168
	Iteration 79Q: 3 clusters Score -4155719 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4155747.750000 Penalty: 5185.972168
	Iteration 80F: 3 clusters Score -4155748 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4155775.500000 Penalty: 5185.972168
	Iteration 81Q: 3 clusters Score -4155776 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4155798.000000 Penalty: 5185.972168
	Iteration 82Q: 3 clusters Score -4155798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4155819.500000 Penalty: 5185.972168
	Iteration 83Q: 3 clusters Score -4155820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4155825.000000 Penalty: 5185.972168
	Iteration 84Q: 3 clusters Score -4155825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4155854.500000 Penalty: 5185.972168
	Iteration 85Q: 3 clusters Score -4155854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4155866.500000 Penalty: 5185.972168
	Iteration 86Q: 3 clusters Score -4155866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4155872.250000 Penalty: 5185.972168
	Iteration 87Q: 3 clusters Score -4155872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4155876.250000 Penalty: 5185.972168
	Iteration 88Q: 3 clusters Score -4155876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4155887.250000 Penalty: 5185.972168
	Iteration 89Q: 3 clusters Score -4155887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4155893.250000 Penalty: 5185.972168
	Iteration 90Q: 3 clusters Score -4155893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4155896.000000 Penalty: 5185.972168
	Iteration 91Q: 3 clusters Score -4155896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4155907.750000 Penalty: 5185.972168
	Iteration 92Q: 3 clusters Score -4155908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4155909.750000 Penalty: 5185.972168
	Iteration 93Q: 3 clusters Score -4155910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4155915.500000 Penalty: 5185.972168
	Iteration 94Q: 3 clusters Score -4155916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4155925.500000 Penalty: 5185.972168
	Iteration 95Q: 3 clusters Score -4155926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4155935.500000 Penalty: 5185.972168
	Iteration 96Q: 3 clusters Score -4155936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4155932.500000 Penalty: 5185.972168
	Iteration 97Q: 3 clusters Score -4155932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4155935.750000 Penalty: 5185.972168
	Iteration 98Q: 3 clusters Score -4155936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4155941.500000 Penalty: 5185.972168
	Iteration 99Q: 3 clusters Score -4155942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4155939.000000 Penalty: 5185.972168
	Iteration 100F: 3 clusters Score -4155939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4155950.250000 Penalty: 5185.972168
	Iteration 101Q: 3 clusters Score -4155950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4155951.750000 Penalty: 5185.972168
	Iteration 102Q: 3 clusters Score -4155952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4155953.000000 Penalty: 5185.972168
	Iteration 103Q: 3 clusters Score -4155953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4155954.000000 Penalty: 5185.972168
	Iteration 104Q: 3 clusters Score -4155954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4155958.000000 Penalty: 5185.972168
	Iteration 105Q: 3 clusters Score -4155958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4155964.500000 Penalty: 5185.972168
	Iteration 106Q: 3 clusters Score -4155964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4155977.250000 Penalty: 5185.972168
	Iteration 107Q: 3 clusters Score -4155977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4155978.250000 Penalty: 5185.972168
	Iteration 108Q: 3 clusters Score -4155978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4155978.750000 Penalty: 5185.972168
	Iteration 109Q: 3 clusters Score -4155979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4155982.250000 Penalty: 5185.972168
	Iteration 110Q: 3 clusters Score -4155982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4155985.000000 Penalty: 5185.972168
	Iteration 111Q: 3 clusters Score -4155985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4155991.000000 Penalty: 5185.972168
	Iteration 112Q: 3 clusters Score -4155991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4155991.500000 Penalty: 5185.972168
	Iteration 113Q: 3 clusters Score -4155992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4155988.500000 Penalty: 5185.972168
	Iteration 114Q: 3 clusters Score -4155988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4155993.250000 Penalty: 5185.972168
	Iteration 115Q: 3 clusters Score -4155993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4155991.000000 Penalty: 5185.972168
	Iteration 116Q: 3 clusters Score -4155991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4155993.250000 Penalty: 5185.972168
	Iteration 117Q: 3 clusters Score -4155993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4155990.250000 Penalty: 5185.972168
	Iteration 118Q: 3 clusters Score -4155990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4155992.750000 Penalty: 5185.972168
	Iteration 119Q: 3 clusters Score -4155993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4155999.250000 Penalty: 5185.972168
	Iteration 120F: 3 clusters Score -4155999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4156002.000000 Penalty: 5185.972168
	Iteration 121Q: 3 clusters Score -4156002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4156001.250000 Penalty: 5185.972168
	Iteration 122Q: 3 clusters Score -4156001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4156000.250000 Penalty: 5185.972168
	Iteration 123Q: 3 clusters Score -4156000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4155996.750000 Penalty: 5185.972168
	Iteration 124Q: 3 clusters Score -4155997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4155996.750000 Penalty: 5185.972168
	Iteration 125F: 3 clusters Score -4155997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Entering Unmasked Estep 
Score: -1709626.375000 Penalty: 2377.404541
	Iteration 0F: 2 clusters Score -1709626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1699131.875000 Penalty: 4754.809082
	Iteration 0F: 3 clusters Score -1699132 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1702465.875000 Penalty: 4754.809082
	Iteration 1F: 3 clusters Score -1702466 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1702879.000000 Penalty: 4754.809082
	Iteration 2F: 3 clusters Score -1702879 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1703233.750000 Penalty: 4754.809082
	Iteration 3F: 3 clusters Score -1703234 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1703560.500000 Penalty: 4754.809082
	Iteration 4Q: 3 clusters Score -1703560 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1703862.500000 Penalty: 4754.809082
	Iteration 5Q: 3 clusters Score -1703862 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1704193.875000 Penalty: 4754.809082
	Iteration 6Q: 3 clusters Score -1704194 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1704561.625000 Penalty: 4754.809082
	Iteration 7Q: 3 clusters Score -1704562 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1705021.250000 Penalty: 4754.809082
	Iteration 8Q: 3 clusters Score -1705021 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1705468.250000 Penalty: 4754.809082
	Iteration 9Q: 3 clusters Score -1705468 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1705836.750000 Penalty: 4754.809082
	Iteration 10Q: 3 clusters Score -1705837 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1706129.750000 Penalty: 4754.809082
	Iteration 11Q: 3 clusters Score -1706130 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1706339.500000 Penalty: 4754.809082
	Iteration 12Q: 3 clusters Score -1706340 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1706478.125000 Penalty: 4754.809082
	Iteration 13Q: 3 clusters Score -1706478 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1706559.125000 Penalty: 4754.809082
	Iteration 14Q: 3 clusters Score -1706559 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1706626.375000 Penalty: 4754.809082
	Iteration 15Q: 3 clusters Score -1706626 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1706675.875000 Penalty: 4754.809082
	Iteration 16Q: 3 clusters Score -1706676 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1706716.000000 Penalty: 4754.809082
	Iteration 17Q: 3 clusters Score -1706716 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1706763.500000 Penalty: 4754.809082
	Iteration 18Q: 3 clusters Score -1706764 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1706795.750000 Penalty: 4754.809082
	Iteration 19Q: 3 clusters Score -1706796 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1706836.125000 Penalty: 4754.809082
	Iteration 20F: 3 clusters Score -1706836 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1706861.250000 Penalty: 4754.809082
	Iteration 21Q: 3 clusters Score -1706861 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1706873.125000 Penalty: 4754.809082
	Iteration 22Q: 3 clusters Score -1706873 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1706891.250000 Penalty: 4754.809082
	Iteration 23Q: 3 clusters Score -1706891 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1706918.875000 Penalty: 4754.809082
	Iteration 24Q: 3 clusters Score -1706919 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1706943.625000 Penalty: 4754.809082
	Iteration 25Q: 3 clusters Score -1706944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1706961.500000 Penalty: 4754.809082
	Iteration 26Q: 3 clusters Score -1706962 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1706982.625000 Penalty: 4754.809082
	Iteration 27Q: 3 clusters Score -1706983 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1706995.125000 Penalty: 4754.809082
	Iteration 28Q: 3 clusters Score -1706995 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1707018.625000 Penalty: 4754.809082
	Iteration 29Q: 3 clusters Score -1707019 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1707044.000000 Penalty: 4754.809082
	Iteration 30Q: 3 clusters Score -1707044 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1707060.250000 Penalty: 4754.809082
	Iteration 31Q: 3 clusters Score -1707060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1707080.875000 Penalty: 4754.809082
	Iteration 32Q: 3 clusters Score -1707081 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1707108.000000 Penalty: 4754.809082
	Iteration 33Q: 3 clusters Score -1707108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1707123.500000 Penalty: 4754.809082
	Iteration 34Q: 3 clusters Score -1707124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1707138.625000 Penalty: 4754.809082
	Iteration 35Q: 3 clusters Score -1707139 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1707156.125000 Penalty: 4754.809082
	Iteration 36Q: 3 clusters Score -1707156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1707177.125000 Penalty: 4754.809082
	Iteration 37Q: 3 clusters Score -1707177 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1707198.625000 Penalty: 4754.809082
	Iteration 38Q: 3 clusters Score -1707199 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1707217.000000 Penalty: 4754.809082
	Iteration 39Q: 3 clusters Score -1707217 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1707239.250000 Penalty: 4754.809082
	Iteration 40F: 3 clusters Score -1707239 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1707264.125000 Penalty: 4754.809082
	Iteration 41Q: 3 clusters Score -1707264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1707284.000000 Penalty: 4754.809082
	Iteration 42Q: 3 clusters Score -1707284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1707303.500000 Penalty: 4754.809082
	Iteration 43Q: 3 clusters Score -1707304 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1707319.125000 Penalty: 4754.809082
	Iteration 44Q: 3 clusters Score -1707319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1707339.500000 Penalty: 4754.809082
	Iteration 45Q: 3 clusters Score -1707340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1707348.000000 Penalty: 4754.809082
	Iteration 46Q: 3 clusters Score -1707348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1707370.500000 Penalty: 4754.809082
	Iteration 47Q: 3 clusters Score -1707370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1707391.500000 Penalty: 4754.809082
	Iteration 48Q: 3 clusters Score -1707392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1707401.625000 Penalty: 4754.809082
	Iteration 49Q: 3 clusters Score -1707402 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1707419.625000 Penalty: 4754.809082
	Iteration 50Q: 3 clusters Score -1707420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1707435.125000 Penalty: 4754.809082
	Iteration 51Q: 3 clusters Score -1707435 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1707448.625000 Penalty: 4754.809082
	Iteration 52Q: 3 clusters Score -1707449 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1707459.250000 Penalty: 4754.809082
	Iteration 53Q: 3 clusters Score -1707459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1707470.500000 Penalty: 4754.809082
	Iteration 54Q: 3 clusters Score -1707470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1707482.625000 Penalty: 4754.809082
	Iteration 55Q: 3 clusters Score -1707483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1707487.125000 Penalty: 4754.809082
	Iteration 56Q: 3 clusters Score -1707487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1707499.125000 Penalty: 4754.809082
	Iteration 57Q: 3 clusters Score -1707499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1707512.250000 Penalty: 4754.809082
	Iteration 58Q: 3 clusters Score -1707512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1707516.000000 Penalty: 4754.809082
	Iteration 59Q: 3 clusters Score -1707516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1707526.375000 Penalty: 4754.809082
	Iteration 60F: 3 clusters Score -1707526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1707536.375000 Penalty: 4754.809082
	Iteration 61Q: 3 clusters Score -1707536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1707546.625000 Penalty: 4754.809082
	Iteration 62Q: 3 clusters Score -1707547 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1707558.625000 Penalty: 4754.809082
	Iteration 63Q: 3 clusters Score -1707559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1707568.375000 Penalty: 4754.809082
	Iteration 64Q: 3 clusters Score -1707568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1707570.125000 Penalty: 4754.809082
	Iteration 65Q: 3 clusters Score -1707570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1707583.125000 Penalty: 4754.809082
	Iteration 66Q: 3 clusters Score -1707583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1707589.375000 Penalty: 4754.809082
	Iteration 67Q: 3 clusters Score -1707589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1707590.250000 Penalty: 4754.809082
	Iteration 68Q: 3 clusters Score -1707590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1707594.375000 Penalty: 4754.809082
	Iteration 69Q: 3 clusters Score -1707594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1707595.375000 Penalty: 4754.809082
	Iteration 70Q: 3 clusters Score -1707595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1707597.125000 Penalty: 4754.809082
	Iteration 71Q: 3 clusters Score -1707597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1707600.000000 Penalty: 4754.809082
	Iteration 72Q: 3 clusters Score -1707600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1707606.625000 Penalty: 4754.809082
	Iteration 73Q: 3 clusters Score -1707607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1707611.125000 Penalty: 4754.809082
	Iteration 74Q: 3 clusters Score -1707611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1707611.125000 Penalty: 4754.809082
	Iteration 75Q: 3 clusters Score -1707611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1707610.875000 Penalty: 4754.809082
	Iteration 76Q: 3 clusters Score -1707611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1707614.250000 Penalty: 4754.809082
	Iteration 77Q: 3 clusters Score -1707614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1707618.625000 Penalty: 4754.809082
	Iteration 78Q: 3 clusters Score -1707619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1707618.000000 Penalty: 4754.809082
	Iteration 79Q: 3 clusters Score -1707618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1707616.625000 Penalty: 4754.809082
	Iteration 80F: 3 clusters Score -1707617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1707616.625000 Penalty: 4754.809082
	Iteration 81Q: 3 clusters Score -1707617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1707617.000000 Penalty: 4754.809082
	Iteration 82Q: 3 clusters Score -1707617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1707616.500000 Penalty: 4754.809082
	Iteration 83Q: 3 clusters Score -1707616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1707614.375000 Penalty: 4754.809082
	Iteration 84Q: 3 clusters Score -1707614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1707614.375000 Penalty: 4754.809082
	Iteration 85F: 3 clusters Score -1707614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Entering Unmasked Estep 
Score: -2342009.750000 Penalty: 2454.110596
	Iteration 0F: 2 clusters Score -2342010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2327946.250000 Penalty: 4908.221191
	Iteration 0F: 3 clusters Score -2327946 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2332546.750000 Penalty: 4908.221191
	Iteration 1F: 3 clusters Score -2332547 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2332953.250000 Penalty: 4908.221191
	Iteration 2F: 3 clusters Score -2332953 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2333335.500000 Penalty: 4908.221191
	Iteration 3Q: 3 clusters Score -2333336 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2333688.500000 Penalty: 4908.221191
	Iteration 4Q: 3 clusters Score -2333688 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2334007.500000 Penalty: 4908.221191
	Iteration 5Q: 3 clusters Score -2334008 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2334348.250000 Penalty: 4908.221191
	Iteration 6Q: 3 clusters Score -2334348 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2334705.750000 Penalty: 4908.221191
	Iteration 7Q: 3 clusters Score -2334706 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2335079.750000 Penalty: 4908.221191
	Iteration 8Q: 3 clusters Score -2335080 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2335422.000000 Penalty: 4908.221191
	Iteration 9Q: 3 clusters Score -2335422 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2335816.500000 Penalty: 4908.221191
	Iteration 10Q: 3 clusters Score -2335816 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2336218.250000 Penalty: 4908.221191
	Iteration 11Q: 3 clusters Score -2336218 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2336666.000000 Penalty: 4908.221191
	Iteration 12Q: 3 clusters Score -2336666 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2337106.500000 Penalty: 4908.221191
	Iteration 13Q: 3 clusters Score -2337106 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2337465.500000 Penalty: 4908.221191
	Iteration 14Q: 3 clusters Score -2337466 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2337673.750000 Penalty: 4908.221191
	Iteration 15Q: 3 clusters Score -2337674 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2337815.000000 Penalty: 4908.221191
	Iteration 16Q: 3 clusters Score -2337815 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2337920.750000 Penalty: 4908.221191
	Iteration 17Q: 3 clusters Score -2337921 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2338025.750000 Penalty: 4908.221191
	Iteration 18Q: 3 clusters Score -2338026 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2338131.250000 Penalty: 4908.221191
	Iteration 19Q: 3 clusters Score -2338131 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2338207.250000 Penalty: 4908.221191
	Iteration 20F: 3 clusters Score -2338207 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2338303.250000 Penalty: 4908.221191
	Iteration 21Q: 3 clusters Score -2338303 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2338379.500000 Penalty: 4908.221191
	Iteration 22Q: 3 clusters Score -2338380 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2338460.250000 Penalty: 4908.221191
	Iteration 23Q: 3 clusters Score -2338460 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2338530.750000 Penalty: 4908.221191
	Iteration 24Q: 3 clusters Score -2338531 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2338609.500000 Penalty: 4908.221191
	Iteration 25Q: 3 clusters Score -2338610 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2338705.500000 Penalty: 4908.221191
	Iteration 26Q: 3 clusters Score -2338706 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2338808.500000 Penalty: 4908.221191
	Iteration 27Q: 3 clusters Score -2338808 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2338896.750000 Penalty: 4908.221191
	Iteration 28Q: 3 clusters Score -2338897 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2338981.000000 Penalty: 4908.221191
	Iteration 29Q: 3 clusters Score -2338981 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2339068.250000 Penalty: 4908.221191
	Iteration 30Q: 3 clusters Score -2339068 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2339158.500000 Penalty: 4908.221191
	Iteration 31Q: 3 clusters Score -2339158 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2339229.000000 Penalty: 4908.221191
	Iteration 32Q: 3 clusters Score -2339229 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2339301.750000 Penalty: 4908.221191
	Iteration 33Q: 3 clusters Score -2339302 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2339368.000000 Penalty: 4908.221191
	Iteration 34Q: 3 clusters Score -2339368 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2339439.750000 Penalty: 4908.221191
	Iteration 35Q: 3 clusters Score -2339440 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2339498.000000 Penalty: 4908.221191
	Iteration 36Q: 3 clusters Score -2339498 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2339547.500000 Penalty: 4908.221191
	Iteration 37Q: 3 clusters Score -2339548 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2339602.250000 Penalty: 4908.221191
	Iteration 38Q: 3 clusters Score -2339602 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2339665.000000 Penalty: 4908.221191
	Iteration 39Q: 3 clusters Score -2339665 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2339717.250000 Penalty: 4908.221191
	Iteration 40F: 3 clusters Score -2339717 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2339751.750000 Penalty: 4908.221191
	Iteration 41Q: 3 clusters Score -2339752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2339780.000000 Penalty: 4908.221191
	Iteration 42Q: 3 clusters Score -2339780 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2339805.250000 Penalty: 4908.221191
	Iteration 43Q: 3 clusters Score -2339805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2339832.000000 Penalty: 4908.221191
	Iteration 44Q: 3 clusters Score -2339832 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2339858.750000 Penalty: 4908.221191
	Iteration 45Q: 3 clusters Score -2339859 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2339875.250000 Penalty: 4908.221191
	Iteration 46Q: 3 clusters Score -2339875 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2339901.250000 Penalty: 4908.221191
	Iteration 47Q: 3 clusters Score -2339901 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2339920.000000 Penalty: 4908.221191
	Iteration 48Q: 3 clusters Score -2339920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2339933.250000 Penalty: 4908.221191
	Iteration 49Q: 3 clusters Score -2339933 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2339955.500000 Penalty: 4908.221191
	Iteration 50Q: 3 clusters Score -2339956 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2339972.000000 Penalty: 4908.221191
	Iteration 51Q: 3 clusters Score -2339972 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2339987.750000 Penalty: 4908.221191
	Iteration 52Q: 3 clusters Score -2339988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2340011.000000 Penalty: 4908.221191
	Iteration 53Q: 3 clusters Score -2340011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2340022.000000 Penalty: 4908.221191
	Iteration 54Q: 3 clusters Score -2340022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2340038.500000 Penalty: 4908.221191
	Iteration 55Q: 3 clusters Score -2340038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2340048.750000 Penalty: 4908.221191
	Iteration 56Q: 3 clusters Score -2340049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2340054.000000 Penalty: 4908.221191
	Iteration 57Q: 3 clusters Score -2340054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2340061.500000 Penalty: 4908.221191
	Iteration 58Q: 3 clusters Score -2340062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2340066.750000 Penalty: 4908.221191
	Iteration 59Q: 3 clusters Score -2340067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2340069.500000 Penalty: 4908.221191
	Iteration 60F: 3 clusters Score -2340070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2340074.000000 Penalty: 4908.221191
	Iteration 61Q: 3 clusters Score -2340074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2340077.750000 Penalty: 4908.221191
	Iteration 62Q: 3 clusters Score -2340078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2340076.750000 Penalty: 4908.221191
	Iteration 63Q: 3 clusters Score -2340077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2340078.000000 Penalty: 4908.221191
	Iteration 64Q: 3 clusters Score -2340078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2340077.000000 Penalty: 4908.221191
	Iteration 65Q: 3 clusters Score -2340077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2340081.250000 Penalty: 4908.221191
	Iteration 66Q: 3 clusters Score -2340081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2340082.500000 Penalty: 4908.221191
	Iteration 67Q: 3 clusters Score -2340082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2340083.500000 Penalty: 4908.221191
	Iteration 68Q: 3 clusters Score -2340084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2340082.750000 Penalty: 4908.221191
	Iteration 69Q: 3 clusters Score -2340083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2340079.500000 Penalty: 4908.221191
	Iteration 70Q: 3 clusters Score -2340080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2340082.000000 Penalty: 4908.221191
	Iteration 71Q: 3 clusters Score -2340082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2340087.250000 Penalty: 4908.221191
	Iteration 72Q: 3 clusters Score -2340087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2340086.500000 Penalty: 4908.221191
	Iteration 73Q: 3 clusters Score -2340086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2340088.750000 Penalty: 4908.221191
	Iteration 74Q: 3 clusters Score -2340089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2340091.000000 Penalty: 4908.221191
	Iteration 75Q: 3 clusters Score -2340091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2340088.500000 Penalty: 4908.221191
	Iteration 76Q: 3 clusters Score -2340088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2340088.500000 Penalty: 4908.221191
	Iteration 77F: 3 clusters Score -2340088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Entering Unmasked Estep 
Score: -4200001.500000 Penalty: 2594.622803
	Iteration 0F: 2 clusters Score -4200002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -4176279.500000 Penalty: 5189.245605
	Iteration 0F: 3 clusters Score -4176280 nChanged 15896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -4184932.750000 Penalty: 5189.245605
	Iteration 1F: 3 clusters Score -4184933 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -4185433.000000 Penalty: 5189.245605
	Iteration 2Q: 3 clusters Score -4185433 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4185892.500000 Penalty: 5189.245605
	Iteration 3Q: 3 clusters Score -4185892 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -4186362.250000 Penalty: 5189.245605
	Iteration 4Q: 3 clusters Score -4186362 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4187015.500000 Penalty: 5189.245605
	Iteration 5Q: 3 clusters Score -4187016 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -4187839.500000 Penalty: 5189.245605
	Iteration 6Q: 3 clusters Score -4187840 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -4188959.750000 Penalty: 5189.245605
	Iteration 7F: 3 clusters Score -4188960 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -4190435.750000 Penalty: 5189.245605
	Iteration 8F: 3 clusters Score -4190436 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -4191990.250000 Penalty: 5189.245605
	Iteration 9F: 3 clusters Score -4191990 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -4193388.750000 Penalty: 5189.245605
	Iteration 10F: 3 clusters Score -4193389 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -4194376.500000 Penalty: 5189.245605
	Iteration 11Q: 3 clusters Score -4194376 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -4194987.000000 Penalty: 5189.245605
	Iteration 12Q: 3 clusters Score -4194987 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -4195399.000000 Penalty: 5189.245605
	Iteration 13Q: 3 clusters Score -4195399 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -4195659.000000 Penalty: 5189.245605
	Iteration 14Q: 3 clusters Score -4195659 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -4195877.000000 Penalty: 5189.245605
	Iteration 15Q: 3 clusters Score -4195877 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -4196057.000000 Penalty: 5189.245605
	Iteration 16Q: 3 clusters Score -4196057 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -4196223.000000 Penalty: 5189.245605
	Iteration 17Q: 3 clusters Score -4196223 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -4196375.500000 Penalty: 5189.245605
	Iteration 18Q: 3 clusters Score -4196376 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -4196505.000000 Penalty: 5189.245605
	Iteration 19Q: 3 clusters Score -4196505 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4196627.500000 Penalty: 5189.245605
	Iteration 20F: 3 clusters Score -4196628 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -4196743.000000 Penalty: 5189.245605
	Iteration 21Q: 3 clusters Score -4196743 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -4196861.500000 Penalty: 5189.245605
	Iteration 22Q: 3 clusters Score -4196862 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -4196972.000000 Penalty: 5189.245605
	Iteration 23Q: 3 clusters Score -4196972 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -4197063.500000 Penalty: 5189.245605
	Iteration 24Q: 3 clusters Score -4197064 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -4197153.500000 Penalty: 5189.245605
	Iteration 25Q: 3 clusters Score -4197154 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -4197229.500000 Penalty: 5189.245605
	Iteration 26Q: 3 clusters Score -4197230 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4197296.000000 Penalty: 5189.245605
	Iteration 27Q: 3 clusters Score -4197296 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -4197344.500000 Penalty: 5189.245605
	Iteration 28Q: 3 clusters Score -4197344 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -4197408.500000 Penalty: 5189.245605
	Iteration 29Q: 3 clusters Score -4197408 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4197473.500000 Penalty: 5189.245605
	Iteration 30Q: 3 clusters Score -4197474 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -4197531.500000 Penalty: 5189.245605
	Iteration 31Q: 3 clusters Score -4197532 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4197571.500000 Penalty: 5189.245605
	Iteration 32Q: 3 clusters Score -4197572 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4197613.500000 Penalty: 5189.245605
	Iteration 33Q: 3 clusters Score -4197614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -4197630.500000 Penalty: 5189.245605
	Iteration 34Q: 3 clusters Score -4197630 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -4197657.500000 Penalty: 5189.245605
	Iteration 35Q: 3 clusters Score -4197658 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -4197672.000000 Penalty: 5189.245605
	Iteration 36Q: 3 clusters Score -4197672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -4197686.000000 Penalty: 5189.245605
	Iteration 37Q: 3 clusters Score -4197686 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4197694.000000 Penalty: 5189.245605
	Iteration 38Q: 3 clusters Score -4197694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4197714.500000 Penalty: 5189.245605
	Iteration 39Q: 3 clusters Score -4197714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -4197726.500000 Penalty: 5189.245605
	Iteration 40F: 3 clusters Score -4197726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -4197750.500000 Penalty: 5189.245605
	Iteration 41Q: 3 clusters Score -4197750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -4197759.000000 Penalty: 5189.245605
	Iteration 42Q: 3 clusters Score -4197759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4197779.000000 Penalty: 5189.245605
	Iteration 43Q: 3 clusters Score -4197779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4197801.500000 Penalty: 5189.245605
	Iteration 44Q: 3 clusters Score -4197802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -4197802.500000 Penalty: 5189.245605
	Iteration 45Q: 3 clusters Score -4197802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -4197814.500000 Penalty: 5189.245605
	Iteration 46Q: 3 clusters Score -4197814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -4197827.000000 Penalty: 5189.245605
	Iteration 47Q: 3 clusters Score -4197827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -4197835.500000 Penalty: 5189.245605
	Iteration 48Q: 3 clusters Score -4197836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4197836.000000 Penalty: 5189.245605
	Iteration 49Q: 3 clusters Score -4197836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4197843.000000 Penalty: 5189.245605
	Iteration 50Q: 3 clusters Score -4197843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -4197853.000000 Penalty: 5189.245605
	Iteration 51Q: 3 clusters Score -4197853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4197859.000000 Penalty: 5189.245605
	Iteration 52Q: 3 clusters Score -4197859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4197858.000000 Penalty: 5189.245605
	Iteration 53Q: 3 clusters Score -4197858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4197865.000000 Penalty: 5189.245605
	Iteration 54Q: 3 clusters Score -4197865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -4197874.500000 Penalty: 5189.245605
	Iteration 55Q: 3 clusters Score -4197874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4197881.500000 Penalty: 5189.245605
	Iteration 56Q: 3 clusters Score -4197882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -4197879.000000 Penalty: 5189.245605
	Iteration 57Q: 3 clusters Score -4197879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -4197880.500000 Penalty: 5189.245605
	Iteration 58Q: 3 clusters Score -4197880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4197882.500000 Penalty: 5189.245605
	Iteration 59Q: 3 clusters Score -4197882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4197888.000000 Penalty: 5189.245605
	Iteration 60F: 3 clusters Score -4197888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -4197889.000000 Penalty: 5189.245605
	Iteration 61Q: 3 clusters Score -4197889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4197891.000000 Penalty: 5189.245605
	Iteration 62Q: 3 clusters Score -4197891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -4197884.500000 Penalty: 5189.245605
	Iteration 63Q: 3 clusters Score -4197884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -4197886.500000 Penalty: 5189.245605
	Iteration 64Q: 3 clusters Score -4197886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4197892.000000 Penalty: 5189.245605
	Iteration 65Q: 3 clusters Score -4197892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -4197899.500000 Penalty: 5189.245605
	Iteration 66Q: 3 clusters Score -4197900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -4197898.000000 Penalty: 5189.245605
	Iteration 67Q: 3 clusters Score -4197898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4197907.500000 Penalty: 5189.245605
	Iteration 68Q: 3 clusters Score -4197908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -4197905.500000 Penalty: 5189.245605
	Iteration 69Q: 3 clusters Score -4197906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -4197902.500000 Penalty: 5189.245605
	Iteration 70Q: 3 clusters Score -4197902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4197897.500000 Penalty: 5189.245605
	Iteration 71Q: 3 clusters Score -4197898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -4197902.000000 Penalty: 5189.245605
	Iteration 72Q: 3 clusters Score -4197902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -4197905.000000 Penalty: 5189.245605
	Iteration 73Q: 3 clusters Score -4197905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -4197911.000000 Penalty: 5189.245605
	Iteration 74Q: 3 clusters Score -4197911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4197916.000000 Penalty: 5189.245605
	Iteration 75Q: 3 clusters Score -4197916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -4197916.000000 Penalty: 5189.245605
	Iteration 76Q: 3 clusters Score -4197916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -4197911.500000 Penalty: 5189.245605
	Iteration 77Q: 3 clusters Score -4197912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -4197917.500000 Penalty: 5189.245605
	Iteration 78Q: 3 clusters Score -4197918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -4197916.500000 Penalty: 5189.245605
	Iteration 79Q: 3 clusters Score -4197916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4197913.500000 Penalty: 5189.245605
	Iteration 80F: 3 clusters Score -4197914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -4197911.000000 Penalty: 5189.245605
	Iteration 81Q: 3 clusters Score -4197911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4197912.500000 Penalty: 5189.245605
	Iteration 82Q: 3 clusters Score -4197912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4197916.000000 Penalty: 5189.245605
	Iteration 83Q: 3 clusters Score -4197916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4197912.500000 Penalty: 5189.245605
	Iteration 84Q: 3 clusters Score -4197912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4197912.500000 Penalty: 5189.245605
	Iteration 85F: 3 clusters Score -4197912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Entering Unmasked Estep 
Score: -5107574.000000 Penalty: 2653.164307
	Iteration 0F: 2 clusters Score -5107574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -5077711.000000 Penalty: 5306.328613
	Iteration 0F: 3 clusters Score -5077711 nChanged 20229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -5089151.500000 Penalty: 5306.328613
	Iteration 1F: 3 clusters Score -5089152 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -5089812.500000 Penalty: 5306.328613
	Iteration 2Q: 3 clusters Score -5089812 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5090456.500000 Penalty: 5306.328613
	Iteration 3Q: 3 clusters Score -5090456 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -5091088.000000 Penalty: 5306.328613
	Iteration 4Q: 3 clusters Score -5091088 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -5091704.500000 Penalty: 5306.328613
	Iteration 5Q: 3 clusters Score -5091704 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5092393.000000 Penalty: 5306.328613
	Iteration 6Q: 3 clusters Score -5092393 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -5093182.500000 Penalty: 5306.328613
	Iteration 7Q: 3 clusters Score -5093182 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -5094060.000000 Penalty: 5306.328613
	Iteration 8Q: 3 clusters Score -5094060 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -5095072.000000 Penalty: 5306.328613
	Iteration 9Q: 3 clusters Score -5095072 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -5096178.500000 Penalty: 5306.328613
	Iteration 10Q: 3 clusters Score -5096178 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -5097278.500000 Penalty: 5306.328613
	Iteration 11Q: 3 clusters Score -5097278 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -5098193.000000 Penalty: 5306.328613
	Iteration 12Q: 3 clusters Score -5098193 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -5098864.000000 Penalty: 5306.328613
	Iteration 13Q: 3 clusters Score -5098864 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -5099257.500000 Penalty: 5306.328613
	Iteration 14Q: 3 clusters Score -5099258 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -5099566.500000 Penalty: 5306.328613
	Iteration 15Q: 3 clusters Score -5099566 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -5099834.500000 Penalty: 5306.328613
	Iteration 16Q: 3 clusters Score -5099834 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -5100079.500000 Penalty: 5306.328613
	Iteration 17Q: 3 clusters Score -5100080 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -5100327.500000 Penalty: 5306.328613
	Iteration 18Q: 3 clusters Score -5100328 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -5100603.000000 Penalty: 5306.328613
	Iteration 19Q: 3 clusters Score -5100603 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -5100888.500000 Penalty: 5306.328613
	Iteration 20F: 3 clusters Score -5100888 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -5101199.000000 Penalty: 5306.328613
	Iteration 21Q: 3 clusters Score -5101199 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -5101497.500000 Penalty: 5306.328613
	Iteration 22Q: 3 clusters Score -5101498 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -5101746.000000 Penalty: 5306.328613
	Iteration 23Q: 3 clusters Score -5101746 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -5101949.500000 Penalty: 5306.328613
	Iteration 24Q: 3 clusters Score -5101950 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -5102147.500000 Penalty: 5306.328613
	Iteration 25Q: 3 clusters Score -5102148 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -5102347.500000 Penalty: 5306.328613
	Iteration 26Q: 3 clusters Score -5102348 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -5102533.000000 Penalty: 5306.328613
	Iteration 27Q: 3 clusters Score -5102533 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -5102684.000000 Penalty: 5306.328613
	Iteration 28Q: 3 clusters Score -5102684 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -5102849.000000 Penalty: 5306.328613
	Iteration 29Q: 3 clusters Score -5102849 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -5102965.000000 Penalty: 5306.328613
	Iteration 30Q: 3 clusters Score -5102965 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -5103143.500000 Penalty: 5306.328613
	Iteration 31Q: 3 clusters Score -5103144 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5103299.500000 Penalty: 5306.328613
	Iteration 32Q: 3 clusters Score -5103300 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -5103469.500000 Penalty: 5306.328613
	Iteration 33Q: 3 clusters Score -5103470 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -5103625.500000 Penalty: 5306.328613
	Iteration 34Q: 3 clusters Score -5103626 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5103777.000000 Penalty: 5306.328613
	Iteration 35Q: 3 clusters Score -5103777 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5103977.000000 Penalty: 5306.328613
	Iteration 36Q: 3 clusters Score -5103977 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5104100.000000 Penalty: 5306.328613
	Iteration 37Q: 3 clusters Score -5104100 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5104243.000000 Penalty: 5306.328613
	Iteration 38Q: 3 clusters Score -5104243 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5104387.000000 Penalty: 5306.328613
	Iteration 39Q: 3 clusters Score -5104387 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5104487.500000 Penalty: 5306.328613
	Iteration 40F: 3 clusters Score -5104488 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5104588.000000 Penalty: 5306.328613
	Iteration 41Q: 3 clusters Score -5104588 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5104702.500000 Penalty: 5306.328613
	Iteration 42Q: 3 clusters Score -5104702 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5104824.000000 Penalty: 5306.328613
	Iteration 43Q: 3 clusters Score -5104824 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5104906.000000 Penalty: 5306.328613
	Iteration 44Q: 3 clusters Score -5104906 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5104983.000000 Penalty: 5306.328613
	Iteration 45Q: 3 clusters Score -5104983 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5105066.500000 Penalty: 5306.328613
	Iteration 46Q: 3 clusters Score -5105066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5105143.500000 Penalty: 5306.328613
	Iteration 47Q: 3 clusters Score -5105144 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5105183.500000 Penalty: 5306.328613
	Iteration 48Q: 3 clusters Score -5105184 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5105234.000000 Penalty: 5306.328613
	Iteration 49Q: 3 clusters Score -5105234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5105271.000000 Penalty: 5306.328613
	Iteration 50Q: 3 clusters Score -5105271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5105298.500000 Penalty: 5306.328613
	Iteration 51Q: 3 clusters Score -5105298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5105328.500000 Penalty: 5306.328613
	Iteration 52Q: 3 clusters Score -5105328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5105346.500000 Penalty: 5306.328613
	Iteration 53Q: 3 clusters Score -5105346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5105361.000000 Penalty: 5306.328613
	Iteration 54Q: 3 clusters Score -5105361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5105362.500000 Penalty: 5306.328613
	Iteration 55Q: 3 clusters Score -5105362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5105373.500000 Penalty: 5306.328613
	Iteration 56Q: 3 clusters Score -5105374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5105383.000000 Penalty: 5306.328613
	Iteration 57Q: 3 clusters Score -5105383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5105384.000000 Penalty: 5306.328613
	Iteration 58Q: 3 clusters Score -5105384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5105383.500000 Penalty: 5306.328613
	Iteration 59Q: 3 clusters Score -5105384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5105383.000000 Penalty: 5306.328613
	Iteration 60F: 3 clusters Score -5105383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5105386.500000 Penalty: 5306.328613
	Iteration 61Q: 3 clusters Score -5105386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5105388.500000 Penalty: 5306.328613
	Iteration 62Q: 3 clusters Score -5105388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5105388.000000 Penalty: 5306.328613
	Iteration 63Q: 3 clusters Score -5105388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5105400.500000 Penalty: 5306.328613
	Iteration 64Q: 3 clusters Score -5105400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5105399.000000 Penalty: 5306.328613
	Iteration 65Q: 3 clusters Score -5105399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5105400.500000 Penalty: 5306.328613
	Iteration 66Q: 3 clusters Score -5105400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5105401.500000 Penalty: 5306.328613
	Iteration 67Q: 3 clusters Score -5105402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5105399.000000 Penalty: 5306.328613
	Iteration 68Q: 3 clusters Score -5105399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5105401.000000 Penalty: 5306.328613
	Iteration 69Q: 3 clusters Score -5105401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5105399.000000 Penalty: 5306.328613
	Iteration 70Q: 3 clusters Score -5105399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5105401.500000 Penalty: 5306.328613
	Iteration 71Q: 3 clusters Score -5105402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5105406.000000 Penalty: 5306.328613
	Iteration 72Q: 3 clusters Score -5105406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5105416.000000 Penalty: 5306.328613
	Iteration 73Q: 3 clusters Score -5105416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5105419.000000 Penalty: 5306.328613
	Iteration 74Q: 3 clusters Score -5105419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5105425.500000 Penalty: 5306.328613
	Iteration 75Q: 3 clusters Score -5105426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5105428.500000 Penalty: 5306.328613
	Iteration 76Q: 3 clusters Score -5105428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5105422.500000 Penalty: 5306.328613
	Iteration 77Q: 3 clusters Score -5105422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5105427.000000 Penalty: 5306.328613
	Iteration 78Q: 3 clusters Score -5105427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5105427.000000 Penalty: 5306.328613
	Iteration 79Q: 3 clusters Score -5105427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5105427.000000 Penalty: 5306.328613
	Iteration 80F: 3 clusters Score -5105427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Entering Unmasked Estep 
Score: -1162729.875000 Penalty: 2283.020996
	Iteration 0F: 2 clusters Score -1162730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1155040.125000 Penalty: 4566.041992
	Iteration 0F: 3 clusters Score -1155040 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1157339.125000 Penalty: 4566.041992
	Iteration 1F: 3 clusters Score -1157339 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1157696.250000 Penalty: 4566.041992
	Iteration 2F: 3 clusters Score -1157696 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1157939.250000 Penalty: 4566.041992
	Iteration 3F: 3 clusters Score -1157939 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1158134.000000 Penalty: 4566.041992
	Iteration 4Q: 3 clusters Score -1158134 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1158316.875000 Penalty: 4566.041992
	Iteration 5Q: 3 clusters Score -1158317 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1158500.125000 Penalty: 4566.041992
	Iteration 6Q: 3 clusters Score -1158500 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1158673.000000 Penalty: 4566.041992
	Iteration 7Q: 3 clusters Score -1158673 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1158845.500000 Penalty: 4566.041992
	Iteration 8Q: 3 clusters Score -1158846 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1159039.625000 Penalty: 4566.041992
	Iteration 9Q: 3 clusters Score -1159040 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1159237.500000 Penalty: 4566.041992
	Iteration 10Q: 3 clusters Score -1159238 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1159450.000000 Penalty: 4566.041992
	Iteration 11Q: 3 clusters Score -1159450 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1159652.000000 Penalty: 4566.041992
	Iteration 12Q: 3 clusters Score -1159652 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1159846.125000 Penalty: 4566.041992
	Iteration 13Q: 3 clusters Score -1159846 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1160085.750000 Penalty: 4566.041992
	Iteration 14Q: 3 clusters Score -1160086 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1160307.500000 Penalty: 4566.041992
	Iteration 15Q: 3 clusters Score -1160308 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1160469.625000 Penalty: 4566.041992
	Iteration 16Q: 3 clusters Score -1160470 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1160592.000000 Penalty: 4566.041992
	Iteration 17Q: 3 clusters Score -1160592 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1160658.750000 Penalty: 4566.041992
	Iteration 18Q: 3 clusters Score -1160659 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1160717.375000 Penalty: 4566.041992
	Iteration 19Q: 3 clusters Score -1160717 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1160757.000000 Penalty: 4566.041992
	Iteration 20F: 3 clusters Score -1160757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1160785.000000 Penalty: 4566.041992
	Iteration 21Q: 3 clusters Score -1160785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1160807.375000 Penalty: 4566.041992
	Iteration 22Q: 3 clusters Score -1160807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1160815.750000 Penalty: 4566.041992
	Iteration 23Q: 3 clusters Score -1160816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1160838.875000 Penalty: 4566.041992
	Iteration 24Q: 3 clusters Score -1160839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1160849.000000 Penalty: 4566.041992
	Iteration 25Q: 3 clusters Score -1160849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1160858.125000 Penalty: 4566.041992
	Iteration 26Q: 3 clusters Score -1160858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1160862.375000 Penalty: 4566.041992
	Iteration 27Q: 3 clusters Score -1160862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1160865.000000 Penalty: 4566.041992
	Iteration 28Q: 3 clusters Score -1160865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1160867.750000 Penalty: 4566.041992
	Iteration 29Q: 3 clusters Score -1160868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1160869.875000 Penalty: 4566.041992
	Iteration 30Q: 3 clusters Score -1160870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1160870.500000 Penalty: 4566.041992
	Iteration 31Q: 3 clusters Score -1160870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1160874.125000 Penalty: 4566.041992
	Iteration 32Q: 3 clusters Score -1160874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1160878.000000 Penalty: 4566.041992
	Iteration 33Q: 3 clusters Score -1160878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1160879.875000 Penalty: 4566.041992
	Iteration 34Q: 3 clusters Score -1160880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1160881.500000 Penalty: 4566.041992
	Iteration 35Q: 3 clusters Score -1160882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1160882.000000 Penalty: 4566.041992
	Iteration 36Q: 3 clusters Score -1160882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1160881.750000 Penalty: 4566.041992
	Iteration 37Q: 3 clusters Score -1160882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1160881.125000 Penalty: 4566.041992
	Iteration 38Q: 3 clusters Score -1160881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1160881.125000 Penalty: 4566.041992
	Iteration 39F: 3 clusters Score -1160881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -70588.320312 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -70588.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68952.703125 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -68952.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69420.234375 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -69420.23 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69622.179688 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -69622.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69692.648438 Penalty: 3291.429688
	Iteration 3Q: 3 clusters Score -69692.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69732.609375 Penalty: 3291.429688
	Iteration 4Q: 3 clusters Score -69732.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -69764.875000 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -69764.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69800.265625 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -69800.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69812.585938 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -69812.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69825.648438 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -69825.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69845.593750 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -69845.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69861.867188 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -69861.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69871.593750 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -69871.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69882.484375 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -69882.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69891.242188 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -69891.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -69919.890625 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -69919.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69954.070312 Penalty: 3291.429688
	Iteration 15Q: 3 clusters Score -69954.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -70017.218750 Penalty: 3291.429688
	Iteration 16Q: 3 clusters Score -70017.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70050.289062 Penalty: 3291.429688
	Iteration 17Q: 3 clusters Score -70050.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70082.859375 Penalty: 3291.429688
	Iteration 18Q: 3 clusters Score -70082.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -70102.429688 Penalty: 3291.429688
	Iteration 19Q: 3 clusters Score -70102.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -70114.281250 Penalty: 3291.429688
	Iteration 20F: 3 clusters Score -70114.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -70120.187500 Penalty: 3291.429688
	Iteration 21Q: 3 clusters Score -70120.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -70131.921875 Penalty: 3291.429688
	Iteration 22Q: 3 clusters Score -70131.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70144.773438 Penalty: 3291.429688
	Iteration 23Q: 3 clusters Score -70144.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -70149.570312 Penalty: 3291.429688
	Iteration 24Q: 3 clusters Score -70149.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -70149.570312 Penalty: 3291.429688
	Iteration 25F: 3 clusters Score -70149.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Entering Unmasked Estep 
Score: -7750478.000000 Penalty: 2749.801758
	Iteration 0F: 2 clusters Score -7750478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -7706685.000000 Penalty: 5499.603516
	Iteration 0F: 3 clusters Score -7706685 nChanged 30466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -7723820.500000 Penalty: 5499.603516
	Iteration 1F: 3 clusters Score -7723820 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -7724787.000000 Penalty: 5499.603516
	Iteration 2Q: 3 clusters Score -7724787 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -7725958.500000 Penalty: 5499.603516
	Iteration 3Q: 3 clusters Score -7725958 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -7727493.500000 Penalty: 5499.603516
	Iteration 4Q: 3 clusters Score -7727494 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -7729283.500000 Penalty: 5499.603516
	Iteration 5F: 3 clusters Score -7729284 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -7731334.500000 Penalty: 5499.603516
	Iteration 6F: 3 clusters Score -7731334 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -7733637.000000 Penalty: 5499.603516
	Iteration 7F: 3 clusters Score -7733637 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -7736346.000000 Penalty: 5499.603516
	Iteration 8F: 3 clusters Score -7736346 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -7739024.500000 Penalty: 5499.603516
	Iteration 9F: 3 clusters Score -7739024 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -7741601.500000 Penalty: 5499.603516
	Iteration 10F: 3 clusters Score -7741602 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -7743906.500000 Penalty: 5499.603516
	Iteration 11Q: 3 clusters Score -7743906 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -7745629.000000 Penalty: 5499.603516
	Iteration 12Q: 3 clusters Score -7745629 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -7746679.000000 Penalty: 5499.603516
	Iteration 13Q: 3 clusters Score -7746679 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7747317.500000 Penalty: 5499.603516
	Iteration 14Q: 3 clusters Score -7747318 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7747725.500000 Penalty: 5499.603516
	Iteration 15Q: 3 clusters Score -7747726 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7747987.500000 Penalty: 5499.603516
	Iteration 16Q: 3 clusters Score -7747988 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7748168.000000 Penalty: 5499.603516
	Iteration 17Q: 3 clusters Score -7748168 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7748277.000000 Penalty: 5499.603516
	Iteration 18Q: 3 clusters Score -7748277 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7748377.500000 Penalty: 5499.603516
	Iteration 19Q: 3 clusters Score -7748378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7748452.500000 Penalty: 5499.603516
	Iteration 20F: 3 clusters Score -7748452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7748504.000000 Penalty: 5499.603516
	Iteration 21Q: 3 clusters Score -7748504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7748535.500000 Penalty: 5499.603516
	Iteration 22Q: 3 clusters Score -7748536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64772 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7748549.500000 Penalty: 5499.603516
	Iteration 23Q: 3 clusters Score -7748550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7748555.000000 Penalty: 5499.603516
	Iteration 24Q: 3 clusters Score -7748555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7748562.500000 Penalty: 5499.603516
	Iteration 25Q: 3 clusters Score -7748562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64764 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7748573.500000 Penalty: 5499.603516
	Iteration 26Q: 3 clusters Score -7748574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7748577.000000 Penalty: 5499.603516
	Iteration 27Q: 3 clusters Score -7748577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7748578.500000 Penalty: 5499.603516
	Iteration 28Q: 3 clusters Score -7748578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7748587.500000 Penalty: 5499.603516
	Iteration 29Q: 3 clusters Score -7748588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7748592.500000 Penalty: 5499.603516
	Iteration 30Q: 3 clusters Score -7748592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64764 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7748595.000000 Penalty: 5499.603516
	Iteration 31Q: 3 clusters Score -7748595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7748595.000000 Penalty: 5499.603516
	Iteration 32Q: 3 clusters Score -7748595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7748597.000000 Penalty: 5499.603516
	Iteration 33Q: 3 clusters Score -7748597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7748599.500000 Penalty: 5499.603516
	Iteration 34Q: 3 clusters Score -7748600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7748604.500000 Penalty: 5499.603516
	Iteration 35Q: 3 clusters Score -7748604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7748605.500000 Penalty: 5499.603516
	Iteration 36Q: 3 clusters Score -7748606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7748605.500000 Penalty: 5499.603516
	Iteration 37F: 3 clusters Score -7748606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (163202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163202 members 
Entering Unmasked Estep 
Score: -19439670.000000 Penalty: 2976.680420
	Iteration 0F: 2 clusters Score -1.943967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81318 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -19331554.000000 Penalty: 5953.360840
	Iteration 0F: 3 clusters Score -1.933155e+07 nChanged 78164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 86058 members 
Entering Unmasked Estep 
Score: -19377128.000000 Penalty: 5953.360840
	Iteration 1F: 3 clusters Score -1.937713e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74032 members 
Mstep: Class 2 contains 89170 members 
Entering Unmasked Estep 
Score: -19378482.000000 Penalty: 5953.360840
	Iteration 2Q: 3 clusters Score -1.937848e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 93954 members 
Entering Unmasked Estep 
Score: -19380218.000000 Penalty: 5953.360840
	Iteration 3Q: 3 clusters Score -1.938022e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 101131 members 
Entering Unmasked Estep 
Score: -19383676.000000 Penalty: 5953.360840
	Iteration 4Q: 3 clusters Score -1.938368e+07 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 111616 members 
Entering Unmasked Estep 
Score: -19390190.000000 Penalty: 5953.360840
	Iteration 5F: 3 clusters Score -1.939019e+07 nChanged 14020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 125554 members 
Entering Unmasked Estep 
Score: -19401624.000000 Penalty: 5953.360840
	Iteration 6F: 3 clusters Score -1.940162e+07 nChanged 15290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 140816 members 
Entering Unmasked Estep 
Score: -19416076.000000 Penalty: 5953.360840
	Iteration 7F: 3 clusters Score -1.941608e+07 nChanged 12454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 153260 members 
Entering Unmasked Estep 
Score: -19428630.000000 Penalty: 5953.360840
	Iteration 8F: 3 clusters Score -1.942863e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 159730 members 
Entering Unmasked Estep 
Score: -19434558.000000 Penalty: 5953.360840
	Iteration 9Q: 3 clusters Score -1.943456e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 161908 members 
Entering Unmasked Estep 
Score: -19436428.000000 Penalty: 5953.360840
	Iteration 10Q: 3 clusters Score -1.943643e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 162518 members 
Entering Unmasked Estep 
Score: -19436940.000000 Penalty: 5953.360840
	Iteration 11Q: 3 clusters Score -1.943694e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 162673 members 
Entering Unmasked Estep 
Score: -19437082.000000 Penalty: 5953.360840
	Iteration 12Q: 3 clusters Score -1.943708e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 162743 members 
Entering Unmasked Estep 
Score: -19437174.000000 Penalty: 5953.360840
	Iteration 13Q: 3 clusters Score -1.943717e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 162772 members 
Entering Unmasked Estep 
Score: -19437202.000000 Penalty: 5953.360840
	Iteration 14Q: 3 clusters Score -1.94372e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 162786 members 
Entering Unmasked Estep 
Score: -19437218.000000 Penalty: 5953.360840
	Iteration 15Q: 3 clusters Score -1.943722e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 162800 members 
Entering Unmasked Estep 
Score: -19437208.000000 Penalty: 5953.360840
	Iteration 16Q: 3 clusters Score -1.943721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 162809 members 
Entering Unmasked Estep 
Score: -19437238.000000 Penalty: 5953.360840
	Iteration 17Q: 3 clusters Score -1.943724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 162812 members 
Entering Unmasked Estep 
Score: -19437230.000000 Penalty: 5953.360840
	Iteration 18Q: 3 clusters Score -1.943723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 162811 members 
Entering Unmasked Estep 
Score: -19437240.000000 Penalty: 5953.360840
	Iteration 19Q: 3 clusters Score -1.943724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 162816 members 
Entering Unmasked Estep 
Score: -19437258.000000 Penalty: 5953.360840
	Iteration 20F: 3 clusters Score -1.943726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 162821 members 
Entering Unmasked Estep 
Score: -19437274.000000 Penalty: 5953.360840
	Iteration 21Q: 3 clusters Score -1.943727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 162823 members 
Entering Unmasked Estep 
Score: -19437260.000000 Penalty: 5953.360840
	Iteration 22Q: 3 clusters Score -1.943726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 162824 members 
Entering Unmasked Estep 
Score: -19437256.000000 Penalty: 5953.360840
	Iteration 23Q: 3 clusters Score -1.943726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 162824 members 
Entering Unmasked Estep 
Score: -19437254.000000 Penalty: 5953.360840
	Iteration 24Q: 3 clusters Score -1.943725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 162824 members 
Entering Unmasked Estep 
Score: -19437274.000000 Penalty: 5953.360840
	Iteration 25Q: 3 clusters Score -1.943727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 162824 members 
Entering Unmasked Estep 
Score: -19437262.000000 Penalty: 5953.360840
	Iteration 26Q: 3 clusters Score -1.943726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 162824 members 
Entering Unmasked Estep 
Score: -19437262.000000 Penalty: 5953.360840
	Iteration 27F: 3 clusters Score -1.943726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Entering Unmasked Estep 
Score: -11294317.000000 Penalty: 2841.312500
	Iteration 0F: 2 clusters Score -1.129432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -11231154.000000 Penalty: 5682.625000
	Iteration 0F: 3 clusters Score -1.123115e+07 nChanged 44627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -11256690.000000 Penalty: 5682.625000
	Iteration 1F: 3 clusters Score -1.125669e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -11257421.000000 Penalty: 5682.625000
	Iteration 2Q: 3 clusters Score -1.125742e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -11258264.000000 Penalty: 5682.625000
	Iteration 3Q: 3 clusters Score -1.125826e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -11259080.000000 Penalty: 5682.625000
	Iteration 4Q: 3 clusters Score -1.125908e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -11260034.000000 Penalty: 5682.625000
	Iteration 5Q: 3 clusters Score -1.126003e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -11261271.000000 Penalty: 5682.625000
	Iteration 6Q: 3 clusters Score -1.126127e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -11262830.000000 Penalty: 5682.625000
	Iteration 7Q: 3 clusters Score -1.126283e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -11264617.000000 Penalty: 5682.625000
	Iteration 8Q: 3 clusters Score -1.126462e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -11267031.000000 Penalty: 5682.625000
	Iteration 9F: 3 clusters Score -1.126703e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61906 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -11269647.000000 Penalty: 5682.625000
	Iteration 10F: 3 clusters Score -1.126965e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -11272723.000000 Penalty: 5682.625000
	Iteration 11F: 3 clusters Score -1.127272e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -11276153.000000 Penalty: 5682.625000
	Iteration 12F: 3 clusters Score -1.127615e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75707 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -11279387.000000 Penalty: 5682.625000
	Iteration 13Q: 3 clusters Score -1.127939e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -11282591.000000 Penalty: 5682.625000
	Iteration 14Q: 3 clusters Score -1.128259e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83080 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -11285221.000000 Penalty: 5682.625000
	Iteration 15Q: 3 clusters Score -1.128522e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -11287338.000000 Penalty: 5682.625000
	Iteration 16Q: 3 clusters Score -1.128734e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -11288609.000000 Penalty: 5682.625000
	Iteration 17Q: 3 clusters Score -1.128861e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88162 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -11289365.000000 Penalty: 5682.625000
	Iteration 18Q: 3 clusters Score -1.128936e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -11289898.000000 Penalty: 5682.625000
	Iteration 19Q: 3 clusters Score -1.12899e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89735 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -11290319.000000 Penalty: 5682.625000
	Iteration 20F: 3 clusters Score -1.129032e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -11290589.000000 Penalty: 5682.625000
	Iteration 21Q: 3 clusters Score -1.129059e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -11290801.000000 Penalty: 5682.625000
	Iteration 22Q: 3 clusters Score -1.12908e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -11290998.000000 Penalty: 5682.625000
	Iteration 23Q: 3 clusters Score -1.1291e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -11291162.000000 Penalty: 5682.625000
	Iteration 24Q: 3 clusters Score -1.129116e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91892 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -11291284.000000 Penalty: 5682.625000
	Iteration 25Q: 3 clusters Score -1.129128e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92142 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -11291371.000000 Penalty: 5682.625000
	Iteration 26Q: 3 clusters Score -1.129137e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -11291478.000000 Penalty: 5682.625000
	Iteration 27Q: 3 clusters Score -1.129148e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92565 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -11291587.000000 Penalty: 5682.625000
	Iteration 28Q: 3 clusters Score -1.129159e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92725 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -11291597.000000 Penalty: 5682.625000
	Iteration 29Q: 3 clusters Score -1.12916e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -11291685.000000 Penalty: 5682.625000
	Iteration 30Q: 3 clusters Score -1.129168e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -11291703.000000 Penalty: 5682.625000
	Iteration 31Q: 3 clusters Score -1.12917e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -11291735.000000 Penalty: 5682.625000
	Iteration 32Q: 3 clusters Score -1.129174e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93110 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11291756.000000 Penalty: 5682.625000
	Iteration 33Q: 3 clusters Score -1.129176e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93166 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11291784.000000 Penalty: 5682.625000
	Iteration 34Q: 3 clusters Score -1.129178e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93215 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11291805.000000 Penalty: 5682.625000
	Iteration 35Q: 3 clusters Score -1.12918e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93253 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -11291804.000000 Penalty: 5682.625000
	Iteration 36Q: 3 clusters Score -1.12918e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93280 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -11291796.000000 Penalty: 5682.625000
	Iteration 37Q: 3 clusters Score -1.12918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11291810.000000 Penalty: 5682.625000
	Iteration 38Q: 3 clusters Score -1.129181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11291811.000000 Penalty: 5682.625000
	Iteration 39Q: 3 clusters Score -1.129181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -11291819.000000 Penalty: 5682.625000
	Iteration 40F: 3 clusters Score -1.129182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93333 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -11291805.000000 Penalty: 5682.625000
	Iteration 41Q: 3 clusters Score -1.12918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93341 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -11291812.000000 Penalty: 5682.625000
	Iteration 42Q: 3 clusters Score -1.129181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11291815.000000 Penalty: 5682.625000
	Iteration 43Q: 3 clusters Score -1.129182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93360 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11291809.000000 Penalty: 5682.625000
	Iteration 44Q: 3 clusters Score -1.129181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93366 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -11291806.000000 Penalty: 5682.625000
	Iteration 45Q: 3 clusters Score -1.129181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11291826.000000 Penalty: 5682.625000
	Iteration 46Q: 3 clusters Score -1.129183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93381 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11291831.000000 Penalty: 5682.625000
	Iteration 47Q: 3 clusters Score -1.129183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93392 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11291821.000000 Penalty: 5682.625000
	Iteration 48Q: 3 clusters Score -1.129182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11291827.000000 Penalty: 5682.625000
	Iteration 49Q: 3 clusters Score -1.129183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93405 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -11291831.000000 Penalty: 5682.625000
	Iteration 50Q: 3 clusters Score -1.129183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -11291833.000000 Penalty: 5682.625000
	Iteration 51Q: 3 clusters Score -1.129183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -11291833.000000 Penalty: 5682.625000
	Iteration 52Q: 3 clusters Score -1.129183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11291839.000000 Penalty: 5682.625000
	Iteration 53Q: 3 clusters Score -1.129184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93415 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11291841.000000 Penalty: 5682.625000
	Iteration 54Q: 3 clusters Score -1.129184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93422 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -11291841.000000 Penalty: 5682.625000
	Iteration 55Q: 3 clusters Score -1.129184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -11291842.000000 Penalty: 5682.625000
	Iteration 56Q: 3 clusters Score -1.129184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11291840.000000 Penalty: 5682.625000
	Iteration 57Q: 3 clusters Score -1.129184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11291844.000000 Penalty: 5682.625000
	Iteration 58Q: 3 clusters Score -1.129184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -11291838.000000 Penalty: 5682.625000
	Iteration 59Q: 3 clusters Score -1.129184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93452 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -11291830.000000 Penalty: 5682.625000
	Iteration 60F: 3 clusters Score -1.129183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93457 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11291848.000000 Penalty: 5682.625000
	Iteration 61Q: 3 clusters Score -1.129185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93459 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -11291843.000000 Penalty: 5682.625000
	Iteration 62Q: 3 clusters Score -1.129184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93461 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -11291840.000000 Penalty: 5682.625000
	Iteration 63Q: 3 clusters Score -1.129184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93465 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -11291844.000000 Penalty: 5682.625000
	Iteration 64Q: 3 clusters Score -1.129184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93468 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11291844.000000 Penalty: 5682.625000
	Iteration 65Q: 3 clusters Score -1.129184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11291843.000000 Penalty: 5682.625000
	Iteration 66Q: 3 clusters Score -1.129184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11291843.000000 Penalty: 5682.625000
	Iteration 67F: 3 clusters Score -1.129184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Entering Unmasked Estep 
Score: -519603.250000 Penalty: 2096.654785
	Iteration 0F: 2 clusters Score -519603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -515253.406250 Penalty: 4193.309570
	Iteration 0F: 3 clusters Score -515253.4 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -516544.562500 Penalty: 4193.309570
	Iteration 1F: 3 clusters Score -516544.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -517090.218750 Penalty: 4193.309570
	Iteration 2F: 3 clusters Score -517090.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -517553.875000 Penalty: 4193.309570
	Iteration 3F: 3 clusters Score -517553.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -517890.906250 Penalty: 4193.309570
	Iteration 4F: 3 clusters Score -517890.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -518105.843750 Penalty: 4193.309570
	Iteration 5Q: 3 clusters Score -518105.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -518234.718750 Penalty: 4193.309570
	Iteration 6Q: 3 clusters Score -518234.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -518325.750000 Penalty: 4193.309570
	Iteration 7Q: 3 clusters Score -518325.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -518410.718750 Penalty: 4193.309570
	Iteration 8Q: 3 clusters Score -518410.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -518462.343750 Penalty: 4193.309570
	Iteration 9Q: 3 clusters Score -518462.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -518495.125000 Penalty: 4193.309570
	Iteration 10Q: 3 clusters Score -518495.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -518513.156250 Penalty: 4193.309570
	Iteration 11Q: 3 clusters Score -518513.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -518524.406250 Penalty: 4193.309570
	Iteration 12Q: 3 clusters Score -518524.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -518531.187500 Penalty: 4193.309570
	Iteration 13Q: 3 clusters Score -518531.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -518539.218750 Penalty: 4193.309570
	Iteration 14Q: 3 clusters Score -518539.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -518543.968750 Penalty: 4193.309570
	Iteration 15Q: 3 clusters Score -518544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -518552.687500 Penalty: 4193.309570
	Iteration 16Q: 3 clusters Score -518552.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -518559.906250 Penalty: 4193.309570
	Iteration 17Q: 3 clusters Score -518559.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -518563.250000 Penalty: 4193.309570
	Iteration 18Q: 3 clusters Score -518563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -518566.062500 Penalty: 4193.309570
	Iteration 19Q: 3 clusters Score -518566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -518568.031250 Penalty: 4193.309570
	Iteration 20F: 3 clusters Score -518568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -518570.187500 Penalty: 4193.309570
	Iteration 21Q: 3 clusters Score -518570.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -518571.718750 Penalty: 4193.309570
	Iteration 22Q: 3 clusters Score -518571.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -518573.437500 Penalty: 4193.309570
	Iteration 23Q: 3 clusters Score -518573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -518573.437500 Penalty: 4193.309570
	Iteration 24Q: 3 clusters Score -518573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -518572.812500 Penalty: 4193.309570
	Iteration 25Q: 3 clusters Score -518572.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -518572.812500 Penalty: 4193.309570
	Iteration 26F: 3 clusters Score -518572.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -455173.156250 Penalty: 2053.741943
	Iteration 0F: 2 clusters Score -455173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -451310.812500 Penalty: 4107.483887
	Iteration 0F: 3 clusters Score -451310.8 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -452187.218750 Penalty: 4107.483887
	Iteration 1F: 3 clusters Score -452187.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -452390.125000 Penalty: 4107.483887
	Iteration 2F: 3 clusters Score -452390.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -452474.718750 Penalty: 4107.483887
	Iteration 3Q: 3 clusters Score -452474.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -452539.250000 Penalty: 4107.483887
	Iteration 4Q: 3 clusters Score -452539.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -452575.781250 Penalty: 4107.483887
	Iteration 5Q: 3 clusters Score -452575.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -452599.343750 Penalty: 4107.483887
	Iteration 6Q: 3 clusters Score -452599.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -452632.718750 Penalty: 4107.483887
	Iteration 7Q: 3 clusters Score -452632.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -452667.875000 Penalty: 4107.483887
	Iteration 8Q: 3 clusters Score -452667.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -452695.656250 Penalty: 4107.483887
	Iteration 9Q: 3 clusters Score -452695.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -452719.062500 Penalty: 4107.483887
	Iteration 10Q: 3 clusters Score -452719.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -452747.125000 Penalty: 4107.483887
	Iteration 11Q: 3 clusters Score -452747.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -452779.906250 Penalty: 4107.483887
	Iteration 12Q: 3 clusters Score -452779.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -452815.250000 Penalty: 4107.483887
	Iteration 13Q: 3 clusters Score -452815.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -452845.093750 Penalty: 4107.483887
	Iteration 14Q: 3 clusters Score -452845.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -452882.343750 Penalty: 4107.483887
	Iteration 15Q: 3 clusters Score -452882.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -452915.031250 Penalty: 4107.483887
	Iteration 16Q: 3 clusters Score -452915 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -452951.468750 Penalty: 4107.483887
	Iteration 17Q: 3 clusters Score -452951.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -452985.750000 Penalty: 4107.483887
	Iteration 18Q: 3 clusters Score -452985.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -453021.375000 Penalty: 4107.483887
	Iteration 19Q: 3 clusters Score -453021.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -453050.687500 Penalty: 4107.483887
	Iteration 20F: 3 clusters Score -453050.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -453083.906250 Penalty: 4107.483887
	Iteration 21Q: 3 clusters Score -453083.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -453118.406250 Penalty: 4107.483887
	Iteration 22Q: 3 clusters Score -453118.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -453150.562500 Penalty: 4107.483887
	Iteration 23Q: 3 clusters Score -453150.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -453189.875000 Penalty: 4107.483887
	Iteration 24Q: 3 clusters Score -453189.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -453224.625000 Penalty: 4107.483887
	Iteration 25Q: 3 clusters Score -453224.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -453261.843750 Penalty: 4107.483887
	Iteration 26Q: 3 clusters Score -453261.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -453295.812500 Penalty: 4107.483887
	Iteration 27Q: 3 clusters Score -453295.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -453327.187500 Penalty: 4107.483887
	Iteration 28Q: 3 clusters Score -453327.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -453355.562500 Penalty: 4107.483887
	Iteration 29Q: 3 clusters Score -453355.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -453389.250000 Penalty: 4107.483887
	Iteration 30Q: 3 clusters Score -453389.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -453419.968750 Penalty: 4107.483887
	Iteration 31Q: 3 clusters Score -453420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -453443.687500 Penalty: 4107.483887
	Iteration 32Q: 3 clusters Score -453443.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -453464.406250 Penalty: 4107.483887
	Iteration 33Q: 3 clusters Score -453464.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -453485.062500 Penalty: 4107.483887
	Iteration 34Q: 3 clusters Score -453485.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -453504.937500 Penalty: 4107.483887
	Iteration 35Q: 3 clusters Score -453504.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -453519.093750 Penalty: 4107.483887
	Iteration 36Q: 3 clusters Score -453519.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -453537.093750 Penalty: 4107.483887
	Iteration 37Q: 3 clusters Score -453537.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -453555.812500 Penalty: 4107.483887
	Iteration 38Q: 3 clusters Score -453555.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -453565.937500 Penalty: 4107.483887
	Iteration 39Q: 3 clusters Score -453565.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -453574.125000 Penalty: 4107.483887
	Iteration 40F: 3 clusters Score -453574.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -453582.718750 Penalty: 4107.483887
	Iteration 41Q: 3 clusters Score -453582.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -453592.687500 Penalty: 4107.483887
	Iteration 42Q: 3 clusters Score -453592.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -453606.375000 Penalty: 4107.483887
	Iteration 43Q: 3 clusters Score -453606.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -453619.156250 Penalty: 4107.483887
	Iteration 44Q: 3 clusters Score -453619.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -453632.093750 Penalty: 4107.483887
	Iteration 45Q: 3 clusters Score -453632.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -453646.531250 Penalty: 4107.483887
	Iteration 46Q: 3 clusters Score -453646.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -453660.562500 Penalty: 4107.483887
	Iteration 47Q: 3 clusters Score -453660.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -453678.406250 Penalty: 4107.483887
	Iteration 48Q: 3 clusters Score -453678.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -453690.937500 Penalty: 4107.483887
	Iteration 49Q: 3 clusters Score -453690.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -453702.125000 Penalty: 4107.483887
	Iteration 50Q: 3 clusters Score -453702.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -453715.875000 Penalty: 4107.483887
	Iteration 51Q: 3 clusters Score -453715.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -453736.625000 Penalty: 4107.483887
	Iteration 52Q: 3 clusters Score -453736.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -453753.875000 Penalty: 4107.483887
	Iteration 53Q: 3 clusters Score -453753.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -453772.281250 Penalty: 4107.483887
	Iteration 54Q: 3 clusters Score -453772.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -453788.125000 Penalty: 4107.483887
	Iteration 55Q: 3 clusters Score -453788.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -453802.875000 Penalty: 4107.483887
	Iteration 56Q: 3 clusters Score -453802.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -453818.250000 Penalty: 4107.483887
	Iteration 57Q: 3 clusters Score -453818.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -453832.312500 Penalty: 4107.483887
	Iteration 58Q: 3 clusters Score -453832.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -453850.437500 Penalty: 4107.483887
	Iteration 59Q: 3 clusters Score -453850.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -453861.187500 Penalty: 4107.483887
	Iteration 60F: 3 clusters Score -453861.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -453869.218750 Penalty: 4107.483887
	Iteration 61Q: 3 clusters Score -453869.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -453874.906250 Penalty: 4107.483887
	Iteration 62Q: 3 clusters Score -453874.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -453879.843750 Penalty: 4107.483887
	Iteration 63Q: 3 clusters Score -453879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -453882.687500 Penalty: 4107.483887
	Iteration 64Q: 3 clusters Score -453882.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -453885.343750 Penalty: 4107.483887
	Iteration 65Q: 3 clusters Score -453885.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -453889.906250 Penalty: 4107.483887
	Iteration 66Q: 3 clusters Score -453889.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -453893.218750 Penalty: 4107.483887
	Iteration 67Q: 3 clusters Score -453893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -453894.375000 Penalty: 4107.483887
	Iteration 68Q: 3 clusters Score -453894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -453894.500000 Penalty: 4107.483887
	Iteration 69Q: 3 clusters Score -453894.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -453895.343750 Penalty: 4107.483887
	Iteration 70Q: 3 clusters Score -453895.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -453895.343750 Penalty: 4107.483887
	Iteration 71F: 3 clusters Score -453895.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (179658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179658 members 
Entering Unmasked Estep 
Score: -21477240.000000 Penalty: 3000.504883
	Iteration 0F: 2 clusters Score -2.147724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89855 members 
Mstep: Class 2 contains 89803 members 
Entering Unmasked Estep 
Score: -21365308.000000 Penalty: 6001.009766
	Iteration 0F: 3 clusters Score -2.136531e+07 nChanged 86142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 89109 members 
Entering Unmasked Estep 
Score: -21414662.000000 Penalty: 6001.009766
	Iteration 1F: 3 clusters Score -2.141466e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -21415280.000000 Penalty: 6001.009766
	Iteration 2Q: 3 clusters Score -2.141528e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -21415848.000000 Penalty: 6001.009766
	Iteration 3Q: 3 clusters Score -2.141585e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93358 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -21416586.000000 Penalty: 6001.009766
	Iteration 4Q: 3 clusters Score -2.141659e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95604 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -21417576.000000 Penalty: 6001.009766
	Iteration 5Q: 3 clusters Score -2.141758e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99035 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -21418694.000000 Penalty: 6001.009766
	Iteration 6Q: 3 clusters Score -2.141869e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104317 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -21420698.000000 Penalty: 6001.009766
	Iteration 7Q: 3 clusters Score -2.14207e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112147 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -21424564.000000 Penalty: 6001.009766
	Iteration 8Q: 3 clusters Score -2.142456e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123225 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -21431882.000000 Penalty: 6001.009766
	Iteration 9F: 3 clusters Score -2.143188e+07 nChanged 14461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137526 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -21443302.000000 Penalty: 6001.009766
	Iteration 10F: 3 clusters Score -2.14433e+07 nChanged 15795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153249 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -21457346.000000 Penalty: 6001.009766
	Iteration 11F: 3 clusters Score -2.145735e+07 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166463 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -21467386.000000 Penalty: 6001.009766
	Iteration 12F: 3 clusters Score -2.146739e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173924 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -21472082.000000 Penalty: 6001.009766
	Iteration 13Q: 3 clusters Score -2.147208e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177010 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -21473864.000000 Penalty: 6001.009766
	Iteration 14Q: 3 clusters Score -2.147386e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178137 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -21474522.000000 Penalty: 6001.009766
	Iteration 15Q: 3 clusters Score -2.147452e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178562 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -21474780.000000 Penalty: 6001.009766
	Iteration 16Q: 3 clusters Score -2.147478e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178740 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -21474906.000000 Penalty: 6001.009766
	Iteration 17Q: 3 clusters Score -2.147491e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178806 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -21475004.000000 Penalty: 6001.009766
	Iteration 18Q: 3 clusters Score -2.1475e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178831 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -21475032.000000 Penalty: 6001.009766
	Iteration 19Q: 3 clusters Score -2.147503e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178851 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -21475062.000000 Penalty: 6001.009766
	Iteration 20F: 3 clusters Score -2.147506e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178862 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -21475090.000000 Penalty: 6001.009766
	Iteration 21Q: 3 clusters Score -2.147509e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178873 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -21475122.000000 Penalty: 6001.009766
	Iteration 22Q: 3 clusters Score -2.147512e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178893 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -21475146.000000 Penalty: 6001.009766
	Iteration 23Q: 3 clusters Score -2.147515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178902 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -21475154.000000 Penalty: 6001.009766
	Iteration 24Q: 3 clusters Score -2.147515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178913 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21475154.000000 Penalty: 6001.009766
	Iteration 25Q: 3 clusters Score -2.147515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178919 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21475150.000000 Penalty: 6001.009766
	Iteration 26Q: 3 clusters Score -2.147515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178921 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -21475166.000000 Penalty: 6001.009766
	Iteration 27Q: 3 clusters Score -2.147517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178918 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -21475164.000000 Penalty: 6001.009766
	Iteration 28Q: 3 clusters Score -2.147516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178916 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21475170.000000 Penalty: 6001.009766
	Iteration 29Q: 3 clusters Score -2.147517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178915 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -21475176.000000 Penalty: 6001.009766
	Iteration 30Q: 3 clusters Score -2.147518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178915 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -21475176.000000 Penalty: 6001.009766
	Iteration 31F: 3 clusters Score -2.147518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -307530.062500 Penalty: 1962.643921
	Iteration 0F: 2 clusters Score -307530.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -304443.562500 Penalty: 3925.287842
	Iteration 0F: 3 clusters Score -304443.6 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -305048.875000 Penalty: 3925.287842
	Iteration 1F: 3 clusters Score -305048.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -305204.031250 Penalty: 3925.287842
	Iteration 2F: 3 clusters Score -305204 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -305285.500000 Penalty: 3925.287842
	Iteration 3Q: 3 clusters Score -305285.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -305334.812500 Penalty: 3925.287842
	Iteration 4Q: 3 clusters Score -305334.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -305370.531250 Penalty: 3925.287842
	Iteration 5Q: 3 clusters Score -305370.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -305406.406250 Penalty: 3925.287842
	Iteration 6Q: 3 clusters Score -305406.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -305430.812500 Penalty: 3925.287842
	Iteration 7Q: 3 clusters Score -305430.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -305449.562500 Penalty: 3925.287842
	Iteration 8Q: 3 clusters Score -305449.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -305464.031250 Penalty: 3925.287842
	Iteration 9Q: 3 clusters Score -305464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -305476.937500 Penalty: 3925.287842
	Iteration 10Q: 3 clusters Score -305476.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -305488.343750 Penalty: 3925.287842
	Iteration 11Q: 3 clusters Score -305488.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -305496.343750 Penalty: 3925.287842
	Iteration 12Q: 3 clusters Score -305496.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -305504.218750 Penalty: 3925.287842
	Iteration 13Q: 3 clusters Score -305504.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -305512.468750 Penalty: 3925.287842
	Iteration 14Q: 3 clusters Score -305512.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -305519.531250 Penalty: 3925.287842
	Iteration 15Q: 3 clusters Score -305519.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -305522.625000 Penalty: 3925.287842
	Iteration 16Q: 3 clusters Score -305522.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -305526.343750 Penalty: 3925.287842
	Iteration 17Q: 3 clusters Score -305526.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -305528.187500 Penalty: 3925.287842
	Iteration 18Q: 3 clusters Score -305528.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -305531.218750 Penalty: 3925.287842
	Iteration 19Q: 3 clusters Score -305531.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -305533.468750 Penalty: 3925.287842
	Iteration 20F: 3 clusters Score -305533.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -305536.187500 Penalty: 3925.287842
	Iteration 21Q: 3 clusters Score -305536.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -305539.687500 Penalty: 3925.287842
	Iteration 22Q: 3 clusters Score -305539.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -305540.468750 Penalty: 3925.287842
	Iteration 23Q: 3 clusters Score -305540.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -305542.218750 Penalty: 3925.287842
	Iteration 24Q: 3 clusters Score -305542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -305542.843750 Penalty: 3925.287842
	Iteration 25Q: 3 clusters Score -305542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -305543.531250 Penalty: 3925.287842
	Iteration 26Q: 3 clusters Score -305543.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -305544.031250 Penalty: 3925.287842
	Iteration 27Q: 3 clusters Score -305544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -305548.031250 Penalty: 3925.287842
	Iteration 28Q: 3 clusters Score -305548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -305551.750000 Penalty: 3925.287842
	Iteration 29Q: 3 clusters Score -305551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -305553.093750 Penalty: 3925.287842
	Iteration 30Q: 3 clusters Score -305553.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -305554.812500 Penalty: 3925.287842
	Iteration 31Q: 3 clusters Score -305554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -305556.312500 Penalty: 3925.287842
	Iteration 32Q: 3 clusters Score -305556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -305557.562500 Penalty: 3925.287842
	Iteration 33Q: 3 clusters Score -305557.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -305561.250000 Penalty: 3925.287842
	Iteration 34Q: 3 clusters Score -305561.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -305563.656250 Penalty: 3925.287842
	Iteration 35Q: 3 clusters Score -305563.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -305566.093750 Penalty: 3925.287842
	Iteration 36Q: 3 clusters Score -305566.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -305568.781250 Penalty: 3925.287842
	Iteration 37Q: 3 clusters Score -305568.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -305570.718750 Penalty: 3925.287842
	Iteration 38Q: 3 clusters Score -305570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -305571.250000 Penalty: 3925.287842
	Iteration 39Q: 3 clusters Score -305571.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -305572.156250 Penalty: 3925.287842
	Iteration 40F: 3 clusters Score -305572.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -305572.781250 Penalty: 3925.287842
	Iteration 41Q: 3 clusters Score -305572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -305573.312500 Penalty: 3925.287842
	Iteration 42Q: 3 clusters Score -305573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -305573.843750 Penalty: 3925.287842
	Iteration 43Q: 3 clusters Score -305573.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -305573.843750 Penalty: 3925.287842
	Iteration 44F: 3 clusters Score -305573.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -492485.687500 Penalty: 2070.437256
	Iteration 0F: 2 clusters Score -492485.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -488431.593750 Penalty: 4140.874512
	Iteration 0F: 3 clusters Score -488431.6 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -489325.562500 Penalty: 4140.874512
	Iteration 1F: 3 clusters Score -489325.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -489514.812500 Penalty: 4140.874512
	Iteration 2F: 3 clusters Score -489514.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -489622.031250 Penalty: 4140.874512
	Iteration 3Q: 3 clusters Score -489622 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -489704.906250 Penalty: 4140.874512
	Iteration 4Q: 3 clusters Score -489704.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -489766.906250 Penalty: 4140.874512
	Iteration 5Q: 3 clusters Score -489766.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -489810.781250 Penalty: 4140.874512
	Iteration 6Q: 3 clusters Score -489810.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -489841.562500 Penalty: 4140.874512
	Iteration 7Q: 3 clusters Score -489841.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -489866.531250 Penalty: 4140.874512
	Iteration 8Q: 3 clusters Score -489866.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -489886.218750 Penalty: 4140.874512
	Iteration 9Q: 3 clusters Score -489886.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -489905.000000 Penalty: 4140.874512
	Iteration 10Q: 3 clusters Score -489905 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -489924.843750 Penalty: 4140.874512
	Iteration 11Q: 3 clusters Score -489924.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -489951.031250 Penalty: 4140.874512
	Iteration 12Q: 3 clusters Score -489951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -489975.718750 Penalty: 4140.874512
	Iteration 13Q: 3 clusters Score -489975.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -489990.343750 Penalty: 4140.874512
	Iteration 14Q: 3 clusters Score -489990.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -490011.031250 Penalty: 4140.874512
	Iteration 15Q: 3 clusters Score -490011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -490026.593750 Penalty: 4140.874512
	Iteration 16Q: 3 clusters Score -490026.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -490050.375000 Penalty: 4140.874512
	Iteration 17Q: 3 clusters Score -490050.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -490074.000000 Penalty: 4140.874512
	Iteration 18Q: 3 clusters Score -490074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -490093.687500 Penalty: 4140.874512
	Iteration 19Q: 3 clusters Score -490093.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -490109.812500 Penalty: 4140.874512
	Iteration 20F: 3 clusters Score -490109.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -490120.312500 Penalty: 4140.874512
	Iteration 21Q: 3 clusters Score -490120.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -490129.218750 Penalty: 4140.874512
	Iteration 22Q: 3 clusters Score -490129.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -490138.437500 Penalty: 4140.874512
	Iteration 23Q: 3 clusters Score -490138.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -490148.468750 Penalty: 4140.874512
	Iteration 24Q: 3 clusters Score -490148.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -490158.406250 Penalty: 4140.874512
	Iteration 25Q: 3 clusters Score -490158.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -490169.250000 Penalty: 4140.874512
	Iteration 26Q: 3 clusters Score -490169.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -490178.343750 Penalty: 4140.874512
	Iteration 27Q: 3 clusters Score -490178.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -490182.468750 Penalty: 4140.874512
	Iteration 28Q: 3 clusters Score -490182.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -490187.187500 Penalty: 4140.874512
	Iteration 29Q: 3 clusters Score -490187.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -490194.562500 Penalty: 4140.874512
	Iteration 30Q: 3 clusters Score -490194.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -490201.875000 Penalty: 4140.874512
	Iteration 31Q: 3 clusters Score -490201.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -490209.187500 Penalty: 4140.874512
	Iteration 32Q: 3 clusters Score -490209.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -490216.031250 Penalty: 4140.874512
	Iteration 33Q: 3 clusters Score -490216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -490222.968750 Penalty: 4140.874512
	Iteration 34Q: 3 clusters Score -490223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -490231.531250 Penalty: 4140.874512
	Iteration 35Q: 3 clusters Score -490231.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -490239.843750 Penalty: 4140.874512
	Iteration 36Q: 3 clusters Score -490239.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -490252.656250 Penalty: 4140.874512
	Iteration 37Q: 3 clusters Score -490252.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -490269.937500 Penalty: 4140.874512
	Iteration 38Q: 3 clusters Score -490269.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -490288.375000 Penalty: 4140.874512
	Iteration 39Q: 3 clusters Score -490288.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -490305.750000 Penalty: 4140.874512
	Iteration 40F: 3 clusters Score -490305.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -490332.156250 Penalty: 4140.874512
	Iteration 41Q: 3 clusters Score -490332.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -490356.875000 Penalty: 4140.874512
	Iteration 42Q: 3 clusters Score -490356.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -490378.593750 Penalty: 4140.874512
	Iteration 43Q: 3 clusters Score -490378.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -490400.687500 Penalty: 4140.874512
	Iteration 44Q: 3 clusters Score -490400.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -490418.468750 Penalty: 4140.874512
	Iteration 45Q: 3 clusters Score -490418.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -490432.562500 Penalty: 4140.874512
	Iteration 46Q: 3 clusters Score -490432.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -490445.937500 Penalty: 4140.874512
	Iteration 47Q: 3 clusters Score -490445.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -490460.093750 Penalty: 4140.874512
	Iteration 48Q: 3 clusters Score -490460.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -490473.968750 Penalty: 4140.874512
	Iteration 49Q: 3 clusters Score -490474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -490490.687500 Penalty: 4140.874512
	Iteration 50Q: 3 clusters Score -490490.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -490504.156250 Penalty: 4140.874512
	Iteration 51Q: 3 clusters Score -490504.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -490518.656250 Penalty: 4140.874512
	Iteration 52Q: 3 clusters Score -490518.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -490537.812500 Penalty: 4140.874512
	Iteration 53Q: 3 clusters Score -490537.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -490555.906250 Penalty: 4140.874512
	Iteration 54Q: 3 clusters Score -490555.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -490577.000000 Penalty: 4140.874512
	Iteration 55Q: 3 clusters Score -490577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -490596.218750 Penalty: 4140.874512
	Iteration 56Q: 3 clusters Score -490596.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -490614.906250 Penalty: 4140.874512
	Iteration 57Q: 3 clusters Score -490614.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -490629.250000 Penalty: 4140.874512
	Iteration 58Q: 3 clusters Score -490629.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -490640.281250 Penalty: 4140.874512
	Iteration 59Q: 3 clusters Score -490640.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -490649.093750 Penalty: 4140.874512
	Iteration 60F: 3 clusters Score -490649.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -490656.968750 Penalty: 4140.874512
	Iteration 61Q: 3 clusters Score -490657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -490662.187500 Penalty: 4140.874512
	Iteration 62Q: 3 clusters Score -490662.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -490668.718750 Penalty: 4140.874512
	Iteration 63Q: 3 clusters Score -490668.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -490682.125000 Penalty: 4140.874512
	Iteration 64Q: 3 clusters Score -490682.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -490692.937500 Penalty: 4140.874512
	Iteration 65Q: 3 clusters Score -490692.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -490703.968750 Penalty: 4140.874512
	Iteration 66Q: 3 clusters Score -490704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -490716.750000 Penalty: 4140.874512
	Iteration 67Q: 3 clusters Score -490716.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -490725.093750 Penalty: 4140.874512
	Iteration 68Q: 3 clusters Score -490725.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -490731.875000 Penalty: 4140.874512
	Iteration 69Q: 3 clusters Score -490731.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -490736.062500 Penalty: 4140.874512
	Iteration 70Q: 3 clusters Score -490736.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -490744.781250 Penalty: 4140.874512
	Iteration 71Q: 3 clusters Score -490744.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -490748.718750 Penalty: 4140.874512
	Iteration 72Q: 3 clusters Score -490748.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -490752.781250 Penalty: 4140.874512
	Iteration 73Q: 3 clusters Score -490752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -490756.125000 Penalty: 4140.874512
	Iteration 74Q: 3 clusters Score -490756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -490758.437500 Penalty: 4140.874512
	Iteration 75Q: 3 clusters Score -490758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -490757.593750 Penalty: 4140.874512
	Iteration 76Q: 3 clusters Score -490757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -490758.875000 Penalty: 4140.874512
	Iteration 77Q: 3 clusters Score -490758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -490760.031250 Penalty: 4140.874512
	Iteration 78Q: 3 clusters Score -490760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -490760.031250 Penalty: 4140.874512
	Iteration 79F: 3 clusters Score -490760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Entering Unmasked Estep 
Score: -566627.187500 Penalty: 2121.178711
	Iteration 0F: 2 clusters Score -566627.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -562040.375000 Penalty: 4242.357422
	Iteration 0F: 3 clusters Score -562040.4 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -563380.562500 Penalty: 4242.357422
	Iteration 1F: 3 clusters Score -563380.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -563840.375000 Penalty: 4242.357422
	Iteration 2F: 3 clusters Score -563840.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -564212.437500 Penalty: 4242.357422
	Iteration 3F: 3 clusters Score -564212.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -564504.562500 Penalty: 4242.357422
	Iteration 4F: 3 clusters Score -564504.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -564702.937500 Penalty: 4242.357422
	Iteration 5F: 3 clusters Score -564702.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -564861.062500 Penalty: 4242.357422
	Iteration 6Q: 3 clusters Score -564861.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -564975.875000 Penalty: 4242.357422
	Iteration 7Q: 3 clusters Score -564975.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -565082.500000 Penalty: 4242.357422
	Iteration 8Q: 3 clusters Score -565082.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -565171.812500 Penalty: 4242.357422
	Iteration 9Q: 3 clusters Score -565171.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -565253.500000 Penalty: 4242.357422
	Iteration 10Q: 3 clusters Score -565253.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -565329.437500 Penalty: 4242.357422
	Iteration 11Q: 3 clusters Score -565329.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -565402.750000 Penalty: 4242.357422
	Iteration 12Q: 3 clusters Score -565402.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -565453.312500 Penalty: 4242.357422
	Iteration 13Q: 3 clusters Score -565453.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -565489.687500 Penalty: 4242.357422
	Iteration 14Q: 3 clusters Score -565489.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -565523.437500 Penalty: 4242.357422
	Iteration 15Q: 3 clusters Score -565523.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -565557.375000 Penalty: 4242.357422
	Iteration 16Q: 3 clusters Score -565557.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -565580.125000 Penalty: 4242.357422
	Iteration 17Q: 3 clusters Score -565580.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -565595.437500 Penalty: 4242.357422
	Iteration 18Q: 3 clusters Score -565595.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -565606.875000 Penalty: 4242.357422
	Iteration 19Q: 3 clusters Score -565606.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -565613.500000 Penalty: 4242.357422
	Iteration 20F: 3 clusters Score -565613.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -565617.937500 Penalty: 4242.357422
	Iteration 21Q: 3 clusters Score -565617.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -565623.687500 Penalty: 4242.357422
	Iteration 22Q: 3 clusters Score -565623.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -565627.937500 Penalty: 4242.357422
	Iteration 23Q: 3 clusters Score -565627.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -565632.000000 Penalty: 4242.357422
	Iteration 24Q: 3 clusters Score -565632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -565634.250000 Penalty: 4242.357422
	Iteration 25Q: 3 clusters Score -565634.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -565635.812500 Penalty: 4242.357422
	Iteration 26Q: 3 clusters Score -565635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -565635.562500 Penalty: 4242.357422
	Iteration 27Q: 3 clusters Score -565635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -565636.875000 Penalty: 4242.357422
	Iteration 28Q: 3 clusters Score -565636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -565637.500000 Penalty: 4242.357422
	Iteration 29Q: 3 clusters Score -565637.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -565638.437500 Penalty: 4242.357422
	Iteration 30Q: 3 clusters Score -565638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -565638.562500 Penalty: 4242.357422
	Iteration 31Q: 3 clusters Score -565638.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -565639.500000 Penalty: 4242.357422
	Iteration 32Q: 3 clusters Score -565639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -565640.812500 Penalty: 4242.357422
	Iteration 33Q: 3 clusters Score -565640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -565641.125000 Penalty: 4242.357422
	Iteration 34Q: 3 clusters Score -565641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -565641.062500 Penalty: 4242.357422
	Iteration 35Q: 3 clusters Score -565641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -565641.812500 Penalty: 4242.357422
	Iteration 36Q: 3 clusters Score -565641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -565641.812500 Penalty: 4242.357422
	Iteration 37Q: 3 clusters Score -565641.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -565641.625000 Penalty: 4242.357422
	Iteration 38Q: 3 clusters Score -565641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -565641.250000 Penalty: 4242.357422
	Iteration 39Q: 3 clusters Score -565641.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -565643.062500 Penalty: 4242.357422
	Iteration 40F: 3 clusters Score -565643.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Entering Unmasked Estep 
Score: -1115893.875000 Penalty: 2267.125000
	Iteration 0F: 2 clusters Score -1115894 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 4632 members 
Entering Unmasked Estep 
Score: -1108614.125000 Penalty: 4534.250000
	Iteration 0F: 3 clusters Score -1108614 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1110675.875000 Penalty: 4534.250000
	Iteration 1F: 3 clusters Score -1110676 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1110980.375000 Penalty: 4534.250000
	Iteration 2F: 3 clusters Score -1110980 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1111157.375000 Penalty: 4534.250000
	Iteration 3Q: 3 clusters Score -1111157 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1111267.125000 Penalty: 4534.250000
	Iteration 4Q: 3 clusters Score -1111267 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1111360.875000 Penalty: 4534.250000
	Iteration 5Q: 3 clusters Score -1111361 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1111452.125000 Penalty: 4534.250000
	Iteration 6Q: 3 clusters Score -1111452 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1111537.375000 Penalty: 4534.250000
	Iteration 7Q: 3 clusters Score -1111537 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1111640.625000 Penalty: 4534.250000
	Iteration 8Q: 3 clusters Score -1111641 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1111739.500000 Penalty: 4534.250000
	Iteration 9Q: 3 clusters Score -1111740 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1111832.000000 Penalty: 4534.250000
	Iteration 10Q: 3 clusters Score -1111832 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1111923.250000 Penalty: 4534.250000
	Iteration 11Q: 3 clusters Score -1111923 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1112019.125000 Penalty: 4534.250000
	Iteration 12Q: 3 clusters Score -1112019 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1112113.625000 Penalty: 4534.250000
	Iteration 13Q: 3 clusters Score -1112114 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1112201.625000 Penalty: 4534.250000
	Iteration 14Q: 3 clusters Score -1112202 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1112285.250000 Penalty: 4534.250000
	Iteration 15Q: 3 clusters Score -1112285 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1112358.875000 Penalty: 4534.250000
	Iteration 16Q: 3 clusters Score -1112359 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1112434.875000 Penalty: 4534.250000
	Iteration 17Q: 3 clusters Score -1112435 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1112501.375000 Penalty: 4534.250000
	Iteration 18Q: 3 clusters Score -1112501 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1112568.875000 Penalty: 4534.250000
	Iteration 19Q: 3 clusters Score -1112569 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1112642.250000 Penalty: 4534.250000
	Iteration 20F: 3 clusters Score -1112642 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1112715.875000 Penalty: 4534.250000
	Iteration 21Q: 3 clusters Score -1112716 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1112795.500000 Penalty: 4534.250000
	Iteration 22Q: 3 clusters Score -1112796 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1112866.500000 Penalty: 4534.250000
	Iteration 23Q: 3 clusters Score -1112866 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1112948.500000 Penalty: 4534.250000
	Iteration 24Q: 3 clusters Score -1112948 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1113044.250000 Penalty: 4534.250000
	Iteration 25Q: 3 clusters Score -1113044 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1113144.875000 Penalty: 4534.250000
	Iteration 26Q: 3 clusters Score -1113145 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1113235.625000 Penalty: 4534.250000
	Iteration 27Q: 3 clusters Score -1113236 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1113332.375000 Penalty: 4534.250000
	Iteration 28Q: 3 clusters Score -1113332 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1113423.375000 Penalty: 4534.250000
	Iteration 29Q: 3 clusters Score -1113423 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1113505.875000 Penalty: 4534.250000
	Iteration 30Q: 3 clusters Score -1113506 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1113601.500000 Penalty: 4534.250000
	Iteration 31Q: 3 clusters Score -1113602 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1113692.125000 Penalty: 4534.250000
	Iteration 32Q: 3 clusters Score -1113692 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1113775.875000 Penalty: 4534.250000
	Iteration 33Q: 3 clusters Score -1113776 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1113851.750000 Penalty: 4534.250000
	Iteration 34Q: 3 clusters Score -1113852 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1113918.250000 Penalty: 4534.250000
	Iteration 35Q: 3 clusters Score -1113918 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1113966.375000 Penalty: 4534.250000
	Iteration 36Q: 3 clusters Score -1113966 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1114003.750000 Penalty: 4534.250000
	Iteration 37Q: 3 clusters Score -1114004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1114036.375000 Penalty: 4534.250000
	Iteration 38Q: 3 clusters Score -1114036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1114056.625000 Penalty: 4534.250000
	Iteration 39Q: 3 clusters Score -1114057 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1114074.750000 Penalty: 4534.250000
	Iteration 40F: 3 clusters Score -1114075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1114081.625000 Penalty: 4534.250000
	Iteration 41Q: 3 clusters Score -1114082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1114092.375000 Penalty: 4534.250000
	Iteration 42Q: 3 clusters Score -1114092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1114100.625000 Penalty: 4534.250000
	Iteration 43Q: 3 clusters Score -1114101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1114105.750000 Penalty: 4534.250000
	Iteration 44Q: 3 clusters Score -1114106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1114113.625000 Penalty: 4534.250000
	Iteration 45Q: 3 clusters Score -1114114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1114114.250000 Penalty: 4534.250000
	Iteration 46Q: 3 clusters Score -1114114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1114123.250000 Penalty: 4534.250000
	Iteration 47Q: 3 clusters Score -1114123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1114129.875000 Penalty: 4534.250000
	Iteration 48Q: 3 clusters Score -1114130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1114135.500000 Penalty: 4534.250000
	Iteration 49Q: 3 clusters Score -1114136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1114141.250000 Penalty: 4534.250000
	Iteration 50Q: 3 clusters Score -1114141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1114142.125000 Penalty: 4534.250000
	Iteration 51Q: 3 clusters Score -1114142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1114142.625000 Penalty: 4534.250000
	Iteration 52Q: 3 clusters Score -1114143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1114147.625000 Penalty: 4534.250000
	Iteration 53Q: 3 clusters Score -1114148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1114149.250000 Penalty: 4534.250000
	Iteration 54Q: 3 clusters Score -1114149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1114153.375000 Penalty: 4534.250000
	Iteration 55Q: 3 clusters Score -1114153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1114153.750000 Penalty: 4534.250000
	Iteration 56Q: 3 clusters Score -1114154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1114154.250000 Penalty: 4534.250000
	Iteration 57Q: 3 clusters Score -1114154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1114153.375000 Penalty: 4534.250000
	Iteration 58Q: 3 clusters Score -1114153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1114155.000000 Penalty: 4534.250000
	Iteration 59Q: 3 clusters Score -1114155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1114156.875000 Penalty: 4534.250000
	Iteration 60F: 3 clusters Score -1114157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1114159.000000 Penalty: 4534.250000
	Iteration 61Q: 3 clusters Score -1114159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1114158.500000 Penalty: 4534.250000
	Iteration 62Q: 3 clusters Score -1114158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1114158.375000 Penalty: 4534.250000
	Iteration 63Q: 3 clusters Score -1114158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1114158.375000 Penalty: 4534.250000
	Iteration 64F: 3 clusters Score -1114158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (214020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214020 members 
Entering Unmasked Estep 
Score: -25607994.000000 Penalty: 3043.908447
	Iteration 0F: 2 clusters Score -2.560799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106826 members 
Mstep: Class 2 contains 107194 members 
Entering Unmasked Estep 
Score: -25490962.000000 Penalty: 6087.816895
	Iteration 0F: 3 clusters Score -2.549096e+07 nChanged 102800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104164 members 
Mstep: Class 2 contains 109856 members 
Entering Unmasked Estep 
Score: -25551474.000000 Penalty: 6087.816895
	Iteration 1F: 3 clusters Score -2.555147e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 111651 members 
Entering Unmasked Estep 
Score: -25552770.000000 Penalty: 6087.816895
	Iteration 2Q: 3 clusters Score -2.555277e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 114702 members 
Entering Unmasked Estep 
Score: -25554752.000000 Penalty: 6087.816895
	Iteration 3Q: 3 clusters Score -2.555475e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94454 members 
Mstep: Class 2 contains 119566 members 
Entering Unmasked Estep 
Score: -25557676.000000 Penalty: 6087.816895
	Iteration 4Q: 3 clusters Score -2.555768e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 127096 members 
Entering Unmasked Estep 
Score: -25562282.000000 Penalty: 6087.816895
	Iteration 5Q: 3 clusters Score -2.556228e+07 nChanged 13213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76047 members 
Mstep: Class 2 contains 137973 members 
Entering Unmasked Estep 
Score: -25569740.000000 Penalty: 6087.816895
	Iteration 6F: 3 clusters Score -2.556974e+07 nChanged 15855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 152104 members 
Entering Unmasked Estep 
Score: -25580536.000000 Penalty: 6087.816895
	Iteration 7F: 3 clusters Score -2.558054e+07 nChanged 17173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 168041 members 
Entering Unmasked Estep 
Score: -25591208.000000 Penalty: 6087.816895
	Iteration 8F: 3 clusters Score -2.559121e+07 nChanged 14762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 181831 members 
Entering Unmasked Estep 
Score: -25599870.000000 Penalty: 6087.816895
	Iteration 9F: 3 clusters Score -2.559987e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 191232 members 
Entering Unmasked Estep 
Score: -25604858.000000 Penalty: 6087.816895
	Iteration 10Q: 3 clusters Score -2.560486e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 196622 members 
Entering Unmasked Estep 
Score: -25606726.000000 Penalty: 6087.816895
	Iteration 11Q: 3 clusters Score -2.560673e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 199898 members 
Entering Unmasked Estep 
Score: -25607476.000000 Penalty: 6087.816895
	Iteration 12Q: 3 clusters Score -2.560748e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 202187 members 
Entering Unmasked Estep 
Score: -25607660.000000 Penalty: 6087.816895
	Iteration 13Q: 3 clusters Score -2.560766e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 203953 members 
Entering Unmasked Estep 
Score: -25607754.000000 Penalty: 6087.816895
	Iteration 14Q: 3 clusters Score -2.560775e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 205374 members 
Entering Unmasked Estep 
Score: -25607820.000000 Penalty: 6087.816895
	Iteration 15Q: 3 clusters Score -2.560782e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 206554 members 
Entering Unmasked Estep 
Score: -25607782.000000 Penalty: 6087.816895
	Iteration 16Q: 3 clusters Score -2.560778e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 207523 members 
Entering Unmasked Estep 
Score: -25607740.000000 Penalty: 6087.816895
	Iteration 17Q: 3 clusters Score -2.560774e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 208301 members 
Entering Unmasked Estep 
Score: -25607682.000000 Penalty: 6087.816895
	Iteration 18Q: 3 clusters Score -2.560768e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 208942 members 
Entering Unmasked Estep 
Score: -25607746.000000 Penalty: 6087.816895
	Iteration 19Q: 3 clusters Score -2.560775e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 209468 members 
Entering Unmasked Estep 
Score: -25607852.000000 Penalty: 6087.816895
	Iteration 20F: 3 clusters Score -2.560785e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 209889 members 
Entering Unmasked Estep 
Score: -25607866.000000 Penalty: 6087.816895
	Iteration 21Q: 3 clusters Score -2.560787e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 210253 members 
Entering Unmasked Estep 
Score: -25607878.000000 Penalty: 6087.816895
	Iteration 22Q: 3 clusters Score -2.560788e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 210545 members 
Entering Unmasked Estep 
Score: -25607836.000000 Penalty: 6087.816895
	Iteration 23Q: 3 clusters Score -2.560784e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 210775 members 
Entering Unmasked Estep 
Score: -25607796.000000 Penalty: 6087.816895
	Iteration 24Q: 3 clusters Score -2.56078e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 210954 members 
Entering Unmasked Estep 
Score: -25607800.000000 Penalty: 6087.816895
	Iteration 25Q: 3 clusters Score -2.56078e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 211088 members 
Entering Unmasked Estep 
Score: -25607764.000000 Penalty: 6087.816895
	Iteration 26Q: 3 clusters Score -2.560776e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 211186 members 
Entering Unmasked Estep 
Score: -25607736.000000 Penalty: 6087.816895
	Iteration 27Q: 3 clusters Score -2.560774e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 211268 members 
Entering Unmasked Estep 
Score: -25607716.000000 Penalty: 6087.816895
	Iteration 28Q: 3 clusters Score -2.560772e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 211339 members 
Entering Unmasked Estep 
Score: -25607658.000000 Penalty: 6087.816895
	Iteration 29Q: 3 clusters Score -2.560766e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 211407 members 
Entering Unmasked Estep 
Score: -25607656.000000 Penalty: 6087.816895
	Iteration 30Q: 3 clusters Score -2.560766e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 211467 members 
Entering Unmasked Estep 
Score: -25607678.000000 Penalty: 6087.816895
	Iteration 31Q: 3 clusters Score -2.560768e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 211522 members 
Entering Unmasked Estep 
Score: -25607626.000000 Penalty: 6087.816895
	Iteration 32Q: 3 clusters Score -2.560763e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 211574 members 
Entering Unmasked Estep 
Score: -25607622.000000 Penalty: 6087.816895
	Iteration 33Q: 3 clusters Score -2.560762e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 211618 members 
Entering Unmasked Estep 
Score: -25607598.000000 Penalty: 6087.816895
	Iteration 34Q: 3 clusters Score -2.56076e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 211656 members 
Entering Unmasked Estep 
Score: -25607606.000000 Penalty: 6087.816895
	Iteration 35Q: 3 clusters Score -2.560761e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 211691 members 
Entering Unmasked Estep 
Score: -25607588.000000 Penalty: 6087.816895
	Iteration 36Q: 3 clusters Score -2.560759e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 211723 members 
Entering Unmasked Estep 
Score: -25607512.000000 Penalty: 6087.816895
	Iteration 37Q: 3 clusters Score -2.560751e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 211752 members 
Entering Unmasked Estep 
Score: -25607520.000000 Penalty: 6087.816895
	Iteration 38Q: 3 clusters Score -2.560752e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 211778 members 
Entering Unmasked Estep 
Score: -25607534.000000 Penalty: 6087.816895
	Iteration 39Q: 3 clusters Score -2.560753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 211792 members 
Entering Unmasked Estep 
Score: -25607540.000000 Penalty: 6087.816895
	Iteration 40F: 3 clusters Score -2.560754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 211810 members 
Entering Unmasked Estep 
Score: -25607528.000000 Penalty: 6087.816895
	Iteration 41Q: 3 clusters Score -2.560753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 211817 members 
Entering Unmasked Estep 
Score: -25607514.000000 Penalty: 6087.816895
	Iteration 42Q: 3 clusters Score -2.560751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 211826 members 
Entering Unmasked Estep 
Score: -25607518.000000 Penalty: 6087.816895
	Iteration 43Q: 3 clusters Score -2.560752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 211832 members 
Entering Unmasked Estep 
Score: -25607514.000000 Penalty: 6087.816895
	Iteration 44Q: 3 clusters Score -2.560751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 211839 members 
Entering Unmasked Estep 
Score: -25607514.000000 Penalty: 6087.816895
	Iteration 45Q: 3 clusters Score -2.560751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 211854 members 
Entering Unmasked Estep 
Score: -25607518.000000 Penalty: 6087.816895
	Iteration 46Q: 3 clusters Score -2.560752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 211864 members 
Entering Unmasked Estep 
Score: -25607540.000000 Penalty: 6087.816895
	Iteration 47Q: 3 clusters Score -2.560754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 211868 members 
Entering Unmasked Estep 
Score: -25607528.000000 Penalty: 6087.816895
	Iteration 48Q: 3 clusters Score -2.560753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 211870 members 
Entering Unmasked Estep 
Score: -25607532.000000 Penalty: 6087.816895
	Iteration 49Q: 3 clusters Score -2.560753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 211872 members 
Entering Unmasked Estep 
Score: -25607516.000000 Penalty: 6087.816895
	Iteration 50Q: 3 clusters Score -2.560752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 211873 members 
Entering Unmasked Estep 
Score: -25607516.000000 Penalty: 6087.816895
	Iteration 51Q: 3 clusters Score -2.560752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 211874 members 
Entering Unmasked Estep 
Score: -25607516.000000 Penalty: 6087.816895
	Iteration 52Q: 3 clusters Score -2.560752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 211875 members 
Entering Unmasked Estep 
Score: -25607520.000000 Penalty: 6087.816895
	Iteration 53Q: 3 clusters Score -2.560752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 211876 members 
Entering Unmasked Estep 
Score: -25607516.000000 Penalty: 6087.816895
	Iteration 54Q: 3 clusters Score -2.560752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 211876 members 
Entering Unmasked Estep 
Score: -25607514.000000 Penalty: 6087.816895
	Iteration 55Q: 3 clusters Score -2.560751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 211877 members 
Entering Unmasked Estep 
Score: -25607522.000000 Penalty: 6087.816895
	Iteration 56Q: 3 clusters Score -2.560752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 211879 members 
Entering Unmasked Estep 
Score: -25607522.000000 Penalty: 6087.816895
	Iteration 57Q: 3 clusters Score -2.560752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 211883 members 
Entering Unmasked Estep 
Score: -25607518.000000 Penalty: 6087.816895
	Iteration 58Q: 3 clusters Score -2.560752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 211888 members 
Entering Unmasked Estep 
Score: -25607536.000000 Penalty: 6087.816895
	Iteration 59Q: 3 clusters Score -2.560754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 211893 members 
Entering Unmasked Estep 
Score: -25607532.000000 Penalty: 6087.816895
	Iteration 60F: 3 clusters Score -2.560753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 211898 members 
Entering Unmasked Estep 
Score: -25607526.000000 Penalty: 6087.816895
	Iteration 61Q: 3 clusters Score -2.560753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 211902 members 
Entering Unmasked Estep 
Score: -25607528.000000 Penalty: 6087.816895
	Iteration 62Q: 3 clusters Score -2.560753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 211903 members 
Entering Unmasked Estep 
Score: -25607530.000000 Penalty: 6087.816895
	Iteration 63Q: 3 clusters Score -2.560753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 211903 members 
Entering Unmasked Estep 
Score: -25607530.000000 Penalty: 6087.816895
	Iteration 64F: 3 clusters Score -2.560753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Entering Unmasked Estep 
Score: -690313.437500 Penalty: 2149.925781
	Iteration 0F: 2 clusters Score -690313.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -685294.250000 Penalty: 4299.851562
	Iteration 0F: 3 clusters Score -685294.2 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -686544.937500 Penalty: 4299.851562
	Iteration 1F: 3 clusters Score -686544.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -686762.625000 Penalty: 4299.851562
	Iteration 2F: 3 clusters Score -686762.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -686901.937500 Penalty: 4299.851562
	Iteration 3F: 3 clusters Score -686901.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -687002.937500 Penalty: 4299.851562
	Iteration 4Q: 3 clusters Score -687002.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -687092.625000 Penalty: 4299.851562
	Iteration 5Q: 3 clusters Score -687092.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -687160.000000 Penalty: 4299.851562
	Iteration 6Q: 3 clusters Score -687160 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -687215.500000 Penalty: 4299.851562
	Iteration 7Q: 3 clusters Score -687215.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -687277.937500 Penalty: 4299.851562
	Iteration 8Q: 3 clusters Score -687277.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -687341.812500 Penalty: 4299.851562
	Iteration 9Q: 3 clusters Score -687341.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -687413.750000 Penalty: 4299.851562
	Iteration 10Q: 3 clusters Score -687413.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -687484.375000 Penalty: 4299.851562
	Iteration 11Q: 3 clusters Score -687484.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -687553.312500 Penalty: 4299.851562
	Iteration 12Q: 3 clusters Score -687553.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -687629.812500 Penalty: 4299.851562
	Iteration 13Q: 3 clusters Score -687629.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -687710.875000 Penalty: 4299.851562
	Iteration 14Q: 3 clusters Score -687710.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -687791.125000 Penalty: 4299.851562
	Iteration 15Q: 3 clusters Score -687791.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -687864.812500 Penalty: 4299.851562
	Iteration 16Q: 3 clusters Score -687864.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -687926.125000 Penalty: 4299.851562
	Iteration 17Q: 3 clusters Score -687926.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -687985.187500 Penalty: 4299.851562
	Iteration 18Q: 3 clusters Score -687985.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -688037.812500 Penalty: 4299.851562
	Iteration 19Q: 3 clusters Score -688037.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -688087.187500 Penalty: 4299.851562
	Iteration 20F: 3 clusters Score -688087.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -688143.625000 Penalty: 4299.851562
	Iteration 21Q: 3 clusters Score -688143.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -688192.250000 Penalty: 4299.851562
	Iteration 22Q: 3 clusters Score -688192.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -688226.812500 Penalty: 4299.851562
	Iteration 23Q: 3 clusters Score -688226.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -688257.500000 Penalty: 4299.851562
	Iteration 24Q: 3 clusters Score -688257.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -688276.375000 Penalty: 4299.851562
	Iteration 25Q: 3 clusters Score -688276.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -688303.250000 Penalty: 4299.851562
	Iteration 26Q: 3 clusters Score -688303.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -688316.875000 Penalty: 4299.851562
	Iteration 27Q: 3 clusters Score -688316.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -688329.375000 Penalty: 4299.851562
	Iteration 28Q: 3 clusters Score -688329.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -688335.687500 Penalty: 4299.851562
	Iteration 29Q: 3 clusters Score -688335.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -688339.687500 Penalty: 4299.851562
	Iteration 30Q: 3 clusters Score -688339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -688340.000000 Penalty: 4299.851562
	Iteration 31Q: 3 clusters Score -688340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -688343.562500 Penalty: 4299.851562
	Iteration 32Q: 3 clusters Score -688343.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -688347.625000 Penalty: 4299.851562
	Iteration 33Q: 3 clusters Score -688347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -688349.125000 Penalty: 4299.851562
	Iteration 34Q: 3 clusters Score -688349.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -688352.500000 Penalty: 4299.851562
	Iteration 35Q: 3 clusters Score -688352.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -688357.187500 Penalty: 4299.851562
	Iteration 36Q: 3 clusters Score -688357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -688359.625000 Penalty: 4299.851562
	Iteration 37Q: 3 clusters Score -688359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -688360.125000 Penalty: 4299.851562
	Iteration 38Q: 3 clusters Score -688360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -688361.062500 Penalty: 4299.851562
	Iteration 39Q: 3 clusters Score -688361.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -688362.437500 Penalty: 4299.851562
	Iteration 40F: 3 clusters Score -688362.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Entering Unmasked Estep 
Score: -576241.687500 Penalty: 2099.490967
	Iteration 0F: 2 clusters Score -576241.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -571913.625000 Penalty: 4198.981934
	Iteration 0F: 3 clusters Score -571913.6 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -572929.187500 Penalty: 4198.981934
	Iteration 1F: 3 clusters Score -572929.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -573150.250000 Penalty: 4198.981934
	Iteration 2F: 3 clusters Score -573150.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -573279.500000 Penalty: 4198.981934
	Iteration 3F: 3 clusters Score -573279.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -573373.625000 Penalty: 4198.981934
	Iteration 4Q: 3 clusters Score -573373.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -573440.750000 Penalty: 4198.981934
	Iteration 5Q: 3 clusters Score -573440.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -573512.000000 Penalty: 4198.981934
	Iteration 6Q: 3 clusters Score -573512 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -573589.812500 Penalty: 4198.981934
	Iteration 7Q: 3 clusters Score -573589.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -573666.687500 Penalty: 4198.981934
	Iteration 8Q: 3 clusters Score -573666.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -573738.750000 Penalty: 4198.981934
	Iteration 9Q: 3 clusters Score -573738.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -573823.875000 Penalty: 4198.981934
	Iteration 10Q: 3 clusters Score -573823.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -573929.687500 Penalty: 4198.981934
	Iteration 11Q: 3 clusters Score -573929.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -574023.312500 Penalty: 4198.981934
	Iteration 12Q: 3 clusters Score -574023.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -574110.000000 Penalty: 4198.981934
	Iteration 13Q: 3 clusters Score -574110 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -574197.875000 Penalty: 4198.981934
	Iteration 14Q: 3 clusters Score -574197.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -574272.437500 Penalty: 4198.981934
	Iteration 15Q: 3 clusters Score -574272.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -574345.062500 Penalty: 4198.981934
	Iteration 16Q: 3 clusters Score -574345.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -574388.000000 Penalty: 4198.981934
	Iteration 17Q: 3 clusters Score -574388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -574419.312500 Penalty: 4198.981934
	Iteration 18Q: 3 clusters Score -574419.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -574442.750000 Penalty: 4198.981934
	Iteration 19Q: 3 clusters Score -574442.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -574464.812500 Penalty: 4198.981934
	Iteration 20F: 3 clusters Score -574464.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -574478.062500 Penalty: 4198.981934
	Iteration 21Q: 3 clusters Score -574478.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -574485.250000 Penalty: 4198.981934
	Iteration 22Q: 3 clusters Score -574485.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -574495.312500 Penalty: 4198.981934
	Iteration 23Q: 3 clusters Score -574495.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -574503.125000 Penalty: 4198.981934
	Iteration 24Q: 3 clusters Score -574503.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -574511.500000 Penalty: 4198.981934
	Iteration 25Q: 3 clusters Score -574511.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -574518.312500 Penalty: 4198.981934
	Iteration 26Q: 3 clusters Score -574518.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -574523.625000 Penalty: 4198.981934
	Iteration 27Q: 3 clusters Score -574523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -574530.187500 Penalty: 4198.981934
	Iteration 28Q: 3 clusters Score -574530.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -574536.687500 Penalty: 4198.981934
	Iteration 29Q: 3 clusters Score -574536.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -574540.437500 Penalty: 4198.981934
	Iteration 30Q: 3 clusters Score -574540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -574541.625000 Penalty: 4198.981934
	Iteration 31Q: 3 clusters Score -574541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -574541.750000 Penalty: 4198.981934
	Iteration 32Q: 3 clusters Score -574541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -574541.750000 Penalty: 4198.981934
	Iteration 33F: 3 clusters Score -574541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Entering Unmasked Estep 
Score: -1404311.375000 Penalty: 2331.028076
	Iteration 0F: 2 clusters Score -1404311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1395351.375000 Penalty: 4662.056152
	Iteration 0F: 3 clusters Score -1395351 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1398293.625000 Penalty: 4662.056152
	Iteration 1F: 3 clusters Score -1398294 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1398803.000000 Penalty: 4662.056152
	Iteration 2F: 3 clusters Score -1398803 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1399226.625000 Penalty: 4662.056152
	Iteration 3F: 3 clusters Score -1399227 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1399659.125000 Penalty: 4662.056152
	Iteration 4F: 3 clusters Score -1399659 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1400120.375000 Penalty: 4662.056152
	Iteration 5F: 3 clusters Score -1400120 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1400608.500000 Penalty: 4662.056152
	Iteration 6F: 3 clusters Score -1400608 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1401046.000000 Penalty: 4662.056152
	Iteration 7F: 3 clusters Score -1401046 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1401387.375000 Penalty: 4662.056152
	Iteration 8Q: 3 clusters Score -1401387 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1401682.750000 Penalty: 4662.056152
	Iteration 9Q: 3 clusters Score -1401683 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1401925.000000 Penalty: 4662.056152
	Iteration 10Q: 3 clusters Score -1401925 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1402139.000000 Penalty: 4662.056152
	Iteration 11Q: 3 clusters Score -1402139 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1402314.875000 Penalty: 4662.056152
	Iteration 12Q: 3 clusters Score -1402315 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1402441.000000 Penalty: 4662.056152
	Iteration 13Q: 3 clusters Score -1402441 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1402542.750000 Penalty: 4662.056152
	Iteration 14Q: 3 clusters Score -1402543 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1402628.625000 Penalty: 4662.056152
	Iteration 15Q: 3 clusters Score -1402629 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1402702.375000 Penalty: 4662.056152
	Iteration 16Q: 3 clusters Score -1402702 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1402745.625000 Penalty: 4662.056152
	Iteration 17Q: 3 clusters Score -1402746 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1402772.250000 Penalty: 4662.056152
	Iteration 18Q: 3 clusters Score -1402772 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1402798.125000 Penalty: 4662.056152
	Iteration 19Q: 3 clusters Score -1402798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1402822.500000 Penalty: 4662.056152
	Iteration 20F: 3 clusters Score -1402822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1402831.750000 Penalty: 4662.056152
	Iteration 21Q: 3 clusters Score -1402832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1402838.000000 Penalty: 4662.056152
	Iteration 22Q: 3 clusters Score -1402838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1402844.250000 Penalty: 4662.056152
	Iteration 23Q: 3 clusters Score -1402844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1402851.375000 Penalty: 4662.056152
	Iteration 24Q: 3 clusters Score -1402851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1402860.000000 Penalty: 4662.056152
	Iteration 25Q: 3 clusters Score -1402860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1402865.625000 Penalty: 4662.056152
	Iteration 26Q: 3 clusters Score -1402866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1402870.375000 Penalty: 4662.056152
	Iteration 27Q: 3 clusters Score -1402870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1402875.500000 Penalty: 4662.056152
	Iteration 28Q: 3 clusters Score -1402876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1402875.250000 Penalty: 4662.056152
	Iteration 29Q: 3 clusters Score -1402875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1402877.250000 Penalty: 4662.056152
	Iteration 30Q: 3 clusters Score -1402877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1402879.500000 Penalty: 4662.056152
	Iteration 31Q: 3 clusters Score -1402880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1402883.375000 Penalty: 4662.056152
	Iteration 32Q: 3 clusters Score -1402883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1402885.250000 Penalty: 4662.056152
	Iteration 33Q: 3 clusters Score -1402885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1402885.250000 Penalty: 4662.056152
	Iteration 34F: 3 clusters Score -1402885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Entering Unmasked Estep 
Score: -6242529.500000 Penalty: 2697.015381
	Iteration 0F: 2 clusters Score -6242530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -6207043.500000 Penalty: 5394.030762
	Iteration 0F: 3 clusters Score -6207044 nChanged 24369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -6220792.500000 Penalty: 5394.030762
	Iteration 1F: 3 clusters Score -6220792 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -6221911.000000 Penalty: 5394.030762
	Iteration 2Q: 3 clusters Score -6221911 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -6223509.500000 Penalty: 5394.030762
	Iteration 3F: 3 clusters Score -6223510 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -6225549.000000 Penalty: 5394.030762
	Iteration 4F: 3 clusters Score -6225549 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -6228005.000000 Penalty: 5394.030762
	Iteration 5F: 3 clusters Score -6228005 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -6230650.500000 Penalty: 5394.030762
	Iteration 6F: 3 clusters Score -6230650 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -6232851.000000 Penalty: 5394.030762
	Iteration 7F: 3 clusters Score -6232851 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -6234593.500000 Penalty: 5394.030762
	Iteration 8F: 3 clusters Score -6234594 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -6235783.500000 Penalty: 5394.030762
	Iteration 9Q: 3 clusters Score -6235784 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -6236811.500000 Penalty: 5394.030762
	Iteration 10Q: 3 clusters Score -6236812 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -6237550.000000 Penalty: 5394.030762
	Iteration 11Q: 3 clusters Score -6237550 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -6238133.500000 Penalty: 5394.030762
	Iteration 12Q: 3 clusters Score -6238134 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -6238542.000000 Penalty: 5394.030762
	Iteration 13Q: 3 clusters Score -6238542 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -6238939.000000 Penalty: 5394.030762
	Iteration 14Q: 3 clusters Score -6238939 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -6239277.000000 Penalty: 5394.030762
	Iteration 15Q: 3 clusters Score -6239277 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -6239608.500000 Penalty: 5394.030762
	Iteration 16Q: 3 clusters Score -6239608 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -6239957.500000 Penalty: 5394.030762
	Iteration 17Q: 3 clusters Score -6239958 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -6240273.000000 Penalty: 5394.030762
	Iteration 18Q: 3 clusters Score -6240273 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -6240478.500000 Penalty: 5394.030762
	Iteration 19Q: 3 clusters Score -6240478 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -6240672.000000 Penalty: 5394.030762
	Iteration 20F: 3 clusters Score -6240672 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -6240850.500000 Penalty: 5394.030762
	Iteration 21Q: 3 clusters Score -6240850 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -6241038.000000 Penalty: 5394.030762
	Iteration 22Q: 3 clusters Score -6241038 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -6241164.500000 Penalty: 5394.030762
	Iteration 23Q: 3 clusters Score -6241164 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -6241291.000000 Penalty: 5394.030762
	Iteration 24Q: 3 clusters Score -6241291 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -6241418.000000 Penalty: 5394.030762
	Iteration 25Q: 3 clusters Score -6241418 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -6241488.500000 Penalty: 5394.030762
	Iteration 26Q: 3 clusters Score -6241488 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -6241567.000000 Penalty: 5394.030762
	Iteration 27Q: 3 clusters Score -6241567 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -6241652.000000 Penalty: 5394.030762
	Iteration 28Q: 3 clusters Score -6241652 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -6241712.500000 Penalty: 5394.030762
	Iteration 29Q: 3 clusters Score -6241712 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -6241759.000000 Penalty: 5394.030762
	Iteration 30Q: 3 clusters Score -6241759 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -6241769.000000 Penalty: 5394.030762
	Iteration 31Q: 3 clusters Score -6241769 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -6241787.500000 Penalty: 5394.030762
	Iteration 32Q: 3 clusters Score -6241788 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -6241776.000000 Penalty: 5394.030762
	Iteration 33Q: 3 clusters Score -6241776 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -6241799.500000 Penalty: 5394.030762
	Iteration 34Q: 3 clusters Score -6241800 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -6241816.500000 Penalty: 5394.030762
	Iteration 35Q: 3 clusters Score -6241816 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -6241835.500000 Penalty: 5394.030762
	Iteration 36Q: 3 clusters Score -6241836 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -6241841.500000 Penalty: 5394.030762
	Iteration 37Q: 3 clusters Score -6241842 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -6241863.000000 Penalty: 5394.030762
	Iteration 38Q: 3 clusters Score -6241863 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -6241854.000000 Penalty: 5394.030762
	Iteration 39Q: 3 clusters Score -6241854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -6241859.500000 Penalty: 5394.030762
	Iteration 40F: 3 clusters Score -6241860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -6241873.500000 Penalty: 5394.030762
	Iteration 41Q: 3 clusters Score -6241874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -6241875.500000 Penalty: 5394.030762
	Iteration 42Q: 3 clusters Score -6241876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -6241871.500000 Penalty: 5394.030762
	Iteration 43Q: 3 clusters Score -6241872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -6241887.000000 Penalty: 5394.030762
	Iteration 44Q: 3 clusters Score -6241887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -6241896.000000 Penalty: 5394.030762
	Iteration 45Q: 3 clusters Score -6241896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -6241900.500000 Penalty: 5394.030762
	Iteration 46Q: 3 clusters Score -6241900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -6241897.000000 Penalty: 5394.030762
	Iteration 47Q: 3 clusters Score -6241897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -6241888.000000 Penalty: 5394.030762
	Iteration 48Q: 3 clusters Score -6241888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -6241882.000000 Penalty: 5394.030762
	Iteration 49Q: 3 clusters Score -6241882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -6241880.000000 Penalty: 5394.030762
	Iteration 50Q: 3 clusters Score -6241880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -6241887.500000 Penalty: 5394.030762
	Iteration 51Q: 3 clusters Score -6241888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -6241901.500000 Penalty: 5394.030762
	Iteration 52Q: 3 clusters Score -6241902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -6241898.000000 Penalty: 5394.030762
	Iteration 53Q: 3 clusters Score -6241898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -6241904.500000 Penalty: 5394.030762
	Iteration 54Q: 3 clusters Score -6241904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -6241902.500000 Penalty: 5394.030762
	Iteration 55Q: 3 clusters Score -6241902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -6241906.500000 Penalty: 5394.030762
	Iteration 56Q: 3 clusters Score -6241906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -6241906.000000 Penalty: 5394.030762
	Iteration 57Q: 3 clusters Score -6241906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -6241905.500000 Penalty: 5394.030762
	Iteration 58Q: 3 clusters Score -6241906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -6241905.000000 Penalty: 5394.030762
	Iteration 59Q: 3 clusters Score -6241905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -6241903.000000 Penalty: 5394.030762
	Iteration 60F: 3 clusters Score -6241903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -6241910.500000 Penalty: 5394.030762
	Iteration 61Q: 3 clusters Score -6241910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -6241911.000000 Penalty: 5394.030762
	Iteration 62Q: 3 clusters Score -6241911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -6241911.500000 Penalty: 5394.030762
	Iteration 63Q: 3 clusters Score -6241912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -6241907.000000 Penalty: 5394.030762
	Iteration 64Q: 3 clusters Score -6241907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -6241908.000000 Penalty: 5394.030762
	Iteration 65Q: 3 clusters Score -6241908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -6241908.000000 Penalty: 5394.030762
	Iteration 66F: 3 clusters Score -6241908 nChanged 0
--- Evaluating fit on full set of 4037800 points ---
Entering Unmasked Estep 
Score: -478453312.000000 Penalty: 105626.640625
20->29 Clusters: Score -478453312.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1345933 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 67262 members 
Mstep: Class 3 contains 66817 members 
Mstep: Class 4 contains 67398 members 
Mstep: Class 5 contains 67552 members 
Mstep: Class 6 contains 67180 members 
Mstep: Class 7 contains 67624 members 
Mstep: Class 8 contains 67371 members 
Mstep: Class 9 contains 67173 members 
Mstep: Class 10 contains 67358 members 
Mstep: Class 11 contains 66895 members 
Mstep: Class 12 contains 67332 members 
Mstep: Class 13 contains 67129 members 
Mstep: Class 14 contains 67571 members 
Mstep: Class 15 contains 67585 members 
Mstep: Class 16 contains 67488 members 
Mstep: Class 17 contains 66825 members 
Mstep: Class 18 contains 67769 members 
Mstep: Class 19 contains 66849 members 
Mstep: Class 20 contains 67135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 556.101074 but Gain 3499.921875
Score: -149956400.000000 Penalty: 66498.562500
Iteration 0F: 20 clusters Score -1.499564e+08 nChanged 1271953
Entering Unmasked Mstep 
Mstep: Class 0 contains 1435 members 
Mstep: Class 1 contains 145131 members 
Mstep: Class 2 contains 50957 members 
Mstep: Class 3 contains 128831 members 
Mstep: Class 4 contains 181820 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 120465 members 
Mstep: Class 7 contains 152434 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 68383 members 
Mstep: Class 10 contains 35452 members 
Mstep: Class 11 contains 14256 members 
Mstep: Class 12 contains 29649 members 
Mstep: Class 13 contains 95699 members 
Mstep: Class 14 contains 26115 members 
Mstep: Class 15 contains 69222 members 
Mstep: Class 16 contains 28906 members 
Mstep: Class 18 contains 53071 members 
Mstep: Class 19 contains 47000 members 
Mstep: Class 20 contains 35681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153776112.000000 Penalty: 66498.562500
Iteration 1F: 20 clusters Score -1.537761e+08 nChanged 483172
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 195991 members 
Mstep: Class 2 contains 28547 members 
Mstep: Class 3 contains 145961 members 
Mstep: Class 4 contains 212240 members 
Mstep: Class 5 contains 20832 members 
Mstep: Class 6 contains 108973 members 
Mstep: Class 7 contains 147039 members 
Mstep: Class 8 contains 28947 members 
Mstep: Class 9 contains 71121 members 
Mstep: Class 10 contains 20456 members 
Mstep: Class 11 contains 8809 members 
Mstep: Class 12 contains 28392 members 
Mstep: Class 13 contains 93449 members 
Mstep: Class 14 contains 19778 members 
Mstep: Class 15 contains 88500 members 
Mstep: Class 16 contains 20236 members 
Mstep: Class 18 contains 47213 members 
Mstep: Class 19 contains 41140 members 
Mstep: Class 20 contains 17834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154623280.000000 Penalty: 66498.562500
Iteration 2F: 20 clusters Score -1.546233e+08 nChanged 351458
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 222673 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 168071 members 
Mstep: Class 4 contains 211812 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 92365 members 
Mstep: Class 7 contains 148784 members 
Mstep: Class 8 contains 28932 members 
Mstep: Class 9 contains 76538 members 
Mstep: Class 10 contains 9029 members 
Mstep: Class 11 contains 9495 members 
Mstep: Class 12 contains 36812 members 
Mstep: Class 13 contains 85832 members 
Mstep: Class 14 contains 17288 members 
Mstep: Class 15 contains 107008 members 
Mstep: Class 16 contains 17998 members 
Mstep: Class 18 contains 37784 members 
Mstep: Class 19 contains 39656 members 
Mstep: Class 20 contains 6883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155041648.000000 Penalty: 66498.562500
Iteration 3F: 20 clusters Score -1.550416e+08 nChanged 262015
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 221507 members 
Mstep: Class 2 contains 8769 members 
Mstep: Class 3 contains 196740 members 
Mstep: Class 4 contains 199214 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 75311 members 
Mstep: Class 7 contains 154489 members 
Mstep: Class 8 contains 31537 members 
Mstep: Class 9 contains 84841 members 
Mstep: Class 10 contains 6046 members 
Mstep: Class 11 contains 12569 members 
Mstep: Class 12 contains 50244 members 
Mstep: Class 13 contains 82007 members 
Mstep: Class 14 contains 16368 members 
Mstep: Class 15 contains 111066 members 
Mstep: Class 16 contains 13720 members 
Mstep: Class 18 contains 30282 members 
Mstep: Class 19 contains 39504 members 
Mstep: Class 20 contains 3364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155291360.000000 Penalty: 66498.562500
Iteration 4F: 20 clusters Score -1.552914e+08 nChanged 200841
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 206142 members 
Mstep: Class 2 contains 5450 members 
Mstep: Class 3 contains 221460 members 
Mstep: Class 4 contains 190256 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 60853 members 
Mstep: Class 7 contains 164187 members 
Mstep: Class 8 contains 35673 members 
Mstep: Class 9 contains 90634 members 
Mstep: Class 10 contains 5523 members 
Mstep: Class 11 contains 16724 members 
Mstep: Class 12 contains 61171 members 
Mstep: Class 13 contains 81249 members 
Mstep: Class 14 contains 15317 members 
Mstep: Class 15 contains 109483 members 
Mstep: Class 16 contains 9837 members 
Mstep: Class 18 contains 25335 members 
Mstep: Class 19 contains 37759 members 
Mstep: Class 20 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155461056.000000 Penalty: 66498.562500
Iteration 5F: 20 clusters Score -1.554611e+08 nChanged 155507
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 194384 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 232982 members 
Mstep: Class 4 contains 186247 members 
Mstep: Class 5 contains 4585 members 
Mstep: Class 6 contains 50715 members 
Mstep: Class 7 contains 178059 members 
Mstep: Class 8 contains 39426 members 
Mstep: Class 9 contains 91645 members 
Mstep: Class 10 contains 5485 members 
Mstep: Class 11 contains 19779 members 
Mstep: Class 12 contains 67122 members 
Mstep: Class 13 contains 81481 members 
Mstep: Class 14 contains 14065 members 
Mstep: Class 15 contains 106633 members 
Mstep: Class 16 contains 7501 members 
Mstep: Class 18 contains 21545 members 
Mstep: Class 19 contains 36441 members 
Mstep: Class 20 contains 3740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155580640.000000 Penalty: 66498.562500
Iteration 6F: 20 clusters Score -1.555806e+08 nChanged 123707
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 188449 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 234337 members 
Mstep: Class 4 contains 184109 members 
Mstep: Class 5 contains 4515 members 
Mstep: Class 6 contains 44544 members 
Mstep: Class 7 contains 194945 members 
Mstep: Class 8 contains 42582 members 
Mstep: Class 9 contains 88374 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 21231 members 
Mstep: Class 12 contains 69420 members 
Mstep: Class 13 contains 82033 members 
Mstep: Class 14 contains 13163 members 
Mstep: Class 15 contains 103986 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 18 contains 18458 members 
Mstep: Class 19 contains 35767 members 
Mstep: Class 20 contains 4526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155668128.000000 Penalty: 66498.562500
Iteration 7F: 20 clusters Score -1.556681e+08 nChanged 104198
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 185116 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 231220 members 
Mstep: Class 4 contains 180749 members 
Mstep: Class 5 contains 4857 members 
Mstep: Class 6 contains 40825 members 
Mstep: Class 7 contains 213117 members 
Mstep: Class 8 contains 45406 members 
Mstep: Class 9 contains 81999 members 
Mstep: Class 10 contains 5553 members 
Mstep: Class 11 contains 21746 members 
Mstep: Class 12 contains 70349 members 
Mstep: Class 13 contains 83328 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 101828 members 
Mstep: Class 16 contains 5882 members 
Mstep: Class 18 contains 16109 members 
Mstep: Class 19 contains 36048 members 
Mstep: Class 20 contains 5538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155737264.000000 Penalty: 66498.562500
Iteration 8F: 20 clusters Score -1.557373e+08 nChanged 88950
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 185544 members 
Mstep: Class 2 contains 3557 members 
Mstep: Class 3 contains 227213 members 
Mstep: Class 4 contains 175507 members 
Mstep: Class 5 contains 5478 members 
Mstep: Class 6 contains 38327 members 
Mstep: Class 7 contains 226906 members 
Mstep: Class 8 contains 48120 members 
Mstep: Class 9 contains 74458 members 
Mstep: Class 10 contains 5587 members 
Mstep: Class 11 contains 21875 members 
Mstep: Class 12 contains 70920 members 
Mstep: Class 13 contains 85368 members 
Mstep: Class 14 contains 12823 members 
Mstep: Class 15 contains 100173 members 
Mstep: Class 16 contains 5686 members 
Mstep: Class 18 contains 14747 members 
Mstep: Class 19 contains 36959 members 
Mstep: Class 20 contains 6656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155787024.000000 Penalty: 66498.562500
Iteration 9F: 20 clusters Score -1.55787e+08 nChanged 73448
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 189139 members 
Mstep: Class 2 contains 3919 members 
Mstep: Class 3 contains 223353 members 
Mstep: Class 4 contains 170910 members 
Mstep: Class 5 contains 6338 members 
Mstep: Class 6 contains 36535 members 
Mstep: Class 7 contains 232989 members 
Mstep: Class 8 contains 50680 members 
Mstep: Class 9 contains 67284 members 
Mstep: Class 10 contains 5612 members 
Mstep: Class 11 contains 21960 members 
Mstep: Class 12 contains 71171 members 
Mstep: Class 13 contains 88133 members 
Mstep: Class 14 contains 13012 members 
Mstep: Class 15 contains 99045 members 
Mstep: Class 16 contains 5631 members 
Mstep: Class 18 contains 14212 members 
Mstep: Class 19 contains 38222 members 
Mstep: Class 20 contains 7759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155819776.000000 Penalty: 66498.562500
Iteration 10F: 20 clusters Score -1.558198e+08 nChanged 59011
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 193789 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 220161 members 
Mstep: Class 4 contains 167970 members 
Mstep: Class 5 contains 7396 members 
Mstep: Class 6 contains 35251 members 
Mstep: Class 7 contains 232483 members 
Mstep: Class 8 contains 53084 members 
Mstep: Class 9 contains 60799 members 
Mstep: Class 10 contains 5636 members 
Mstep: Class 11 contains 21879 members 
Mstep: Class 12 contains 71237 members 
Mstep: Class 13 contains 91789 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 98279 members 
Mstep: Class 16 contains 5659 members 
Mstep: Class 18 contains 14240 members 
Mstep: Class 19 contains 39885 members 
Mstep: Class 20 contains 8660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155844112.000000 Penalty: 66498.562500
Iteration 11Q: 20 clusters Score -1.558441e+08 nChanged 47610
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 197909 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 218019 members 
Mstep: Class 4 contains 166034 members 
Mstep: Class 5 contains 8703 members 
Mstep: Class 6 contains 34327 members 
Mstep: Class 7 contains 228384 members 
Mstep: Class 8 contains 55172 members 
Mstep: Class 9 contains 55271 members 
Mstep: Class 10 contains 5663 members 
Mstep: Class 11 contains 21809 members 
Mstep: Class 12 contains 71072 members 
Mstep: Class 13 contains 95925 members 
Mstep: Class 14 contains 13363 members 
Mstep: Class 15 contains 97788 members 
Mstep: Class 16 contains 5756 members 
Mstep: Class 18 contains 14577 members 
Mstep: Class 19 contains 41720 members 
Mstep: Class 20 contains 9371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155862576.000000 Penalty: 66498.562500
Iteration 12Q: 20 clusters Score -1.558626e+08 nChanged 38969
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 201136 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 216473 members 
Mstep: Class 4 contains 165349 members 
Mstep: Class 5 contains 10104 members 
Mstep: Class 6 contains 33684 members 
Mstep: Class 7 contains 222516 members 
Mstep: Class 8 contains 56936 members 
Mstep: Class 9 contains 50638 members 
Mstep: Class 10 contains 5684 members 
Mstep: Class 11 contains 21729 members 
Mstep: Class 12 contains 70475 members 
Mstep: Class 13 contains 100283 members 
Mstep: Class 14 contains 13339 members 
Mstep: Class 15 contains 97490 members 
Mstep: Class 16 contains 5936 members 
Mstep: Class 18 contains 15125 members 
Mstep: Class 19 contains 43541 members 
Mstep: Class 20 contains 9885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155877072.000000 Penalty: 66498.562500
Iteration 13Q: 20 clusters Score -1.558771e+08 nChanged 32846
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 203423 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 215327 members 
Mstep: Class 4 contains 164995 members 
Mstep: Class 5 contains 11626 members 
Mstep: Class 6 contains 33149 members 
Mstep: Class 7 contains 216287 members 
Mstep: Class 8 contains 58344 members 
Mstep: Class 9 contains 46602 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 21644 members 
Mstep: Class 12 contains 69728 members 
Mstep: Class 13 contains 105010 members 
Mstep: Class 14 contains 13200 members 
Mstep: Class 15 contains 97347 members 
Mstep: Class 16 contains 6072 members 
Mstep: Class 18 contains 15709 members 
Mstep: Class 19 contains 45456 members 
Mstep: Class 20 contains 10259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155886896.000000 Penalty: 66498.562500
Iteration 14Q: 20 clusters Score -1.558869e+08 nChanged 28353
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 204855 members 
Mstep: Class 2 contains 6436 members 
Mstep: Class 3 contains 214306 members 
Mstep: Class 4 contains 165221 members 
Mstep: Class 5 contains 13102 members 
Mstep: Class 6 contains 32701 members 
Mstep: Class 7 contains 210342 members 
Mstep: Class 8 contains 59426 members 
Mstep: Class 9 contains 43111 members 
Mstep: Class 10 contains 5712 members 
Mstep: Class 11 contains 21557 members 
Mstep: Class 12 contains 68923 members 
Mstep: Class 13 contains 109881 members 
Mstep: Class 14 contains 12963 members 
Mstep: Class 15 contains 97246 members 
Mstep: Class 16 contains 6116 members 
Mstep: Class 18 contains 16164 members 
Mstep: Class 19 contains 47308 members 
Mstep: Class 20 contains 10534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155895072.000000 Penalty: 66498.562500
Iteration 15Q: 20 clusters Score -1.558951e+08 nChanged 24587
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 205596 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 213374 members 
Mstep: Class 4 contains 165665 members 
Mstep: Class 5 contains 14348 members 
Mstep: Class 6 contains 32367 members 
Mstep: Class 7 contains 204814 members 
Mstep: Class 8 contains 60358 members 
Mstep: Class 9 contains 40227 members 
Mstep: Class 10 contains 5717 members 
Mstep: Class 11 contains 21484 members 
Mstep: Class 12 contains 68101 members 
Mstep: Class 13 contains 114891 members 
Mstep: Class 14 contains 12595 members 
Mstep: Class 15 contains 97197 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 18 contains 16499 members 
Mstep: Class 19 contains 49065 members 
Mstep: Class 20 contains 10738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155901456.000000 Penalty: 66498.562500
Iteration 16Q: 20 clusters Score -1.559015e+08 nChanged 22074
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 205718 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 212466 members 
Mstep: Class 4 contains 165912 members 
Mstep: Class 5 contains 15386 members 
Mstep: Class 6 contains 32068 members 
Mstep: Class 7 contains 199960 members 
Mstep: Class 8 contains 61062 members 
Mstep: Class 9 contains 37777 members 
Mstep: Class 10 contains 5721 members 
Mstep: Class 11 contains 21421 members 
Mstep: Class 12 contains 67290 members 
Mstep: Class 13 contains 120373 members 
Mstep: Class 14 contains 12203 members 
Mstep: Class 15 contains 97151 members 
Mstep: Class 16 contains 6125 members 
Mstep: Class 18 contains 16753 members 
Mstep: Class 19 contains 50691 members 
Mstep: Class 20 contains 10886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155907616.000000 Penalty: 66498.562500
Iteration 17Q: 20 clusters Score -1.559076e+08 nChanged 20206
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 205419 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 211515 members 
Mstep: Class 4 contains 165959 members 
Mstep: Class 5 contains 16270 members 
Mstep: Class 6 contains 31819 members 
Mstep: Class 7 contains 195680 members 
Mstep: Class 8 contains 61562 members 
Mstep: Class 9 contains 35756 members 
Mstep: Class 10 contains 5721 members 
Mstep: Class 11 contains 21372 members 
Mstep: Class 12 contains 66518 members 
Mstep: Class 13 contains 126104 members 
Mstep: Class 14 contains 11733 members 
Mstep: Class 15 contains 97124 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 18 contains 16968 members 
Mstep: Class 19 contains 52098 members 
Mstep: Class 20 contains 11034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155912096.000000 Penalty: 66498.562500
Iteration 18Q: 20 clusters Score -1.559121e+08 nChanged 18561
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 204914 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 210430 members 
Mstep: Class 4 contains 165981 members 
Mstep: Class 5 contains 16957 members 
Mstep: Class 6 contains 31597 members 
Mstep: Class 7 contains 191936 members 
Mstep: Class 8 contains 61946 members 
Mstep: Class 9 contains 34000 members 
Mstep: Class 10 contains 5721 members 
Mstep: Class 11 contains 21319 members 
Mstep: Class 12 contains 65753 members 
Mstep: Class 13 contains 131949 members 
Mstep: Class 14 contains 11300 members 
Mstep: Class 15 contains 97095 members 
Mstep: Class 16 contains 6099 members 
Mstep: Class 18 contains 17127 members 
Mstep: Class 19 contains 53334 members 
Mstep: Class 20 contains 11170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155915248.000000 Penalty: 66498.562500
Iteration 19Q: 20 clusters Score -1.559152e+08 nChanged 17203
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 204183 members 
Mstep: Class 2 contains 7406 members 
Mstep: Class 3 contains 209307 members 
Mstep: Class 4 contains 165850 members 
Mstep: Class 5 contains 17538 members 
Mstep: Class 6 contains 31422 members 
Mstep: Class 7 contains 188632 members 
Mstep: Class 8 contains 62124 members 
Mstep: Class 9 contains 32509 members 
Mstep: Class 10 contains 5720 members 
Mstep: Class 11 contains 21279 members 
Mstep: Class 12 contains 65014 members 
Mstep: Class 13 contains 137888 members 
Mstep: Class 14 contains 10872 members 
Mstep: Class 15 contains 97088 members 
Mstep: Class 16 contains 6073 members 
Mstep: Class 18 contains 17253 members 
Mstep: Class 19 contains 54405 members 
Mstep: Class 20 contains 11341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155918544.000000 Penalty: 66498.562500
Iteration 20F: 20 clusters Score -1.559185e+08 nChanged 16489
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 203127 members 
Mstep: Class 2 contains 7569 members 
Mstep: Class 3 contains 208126 members 
Mstep: Class 4 contains 165743 members 
Mstep: Class 5 contains 18079 members 
Mstep: Class 6 contains 31235 members 
Mstep: Class 7 contains 185462 members 
Mstep: Class 8 contains 62145 members 
Mstep: Class 9 contains 31277 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 21225 members 
Mstep: Class 12 contains 64350 members 
Mstep: Class 13 contains 144174 members 
Mstep: Class 14 contains 10486 members 
Mstep: Class 15 contains 97079 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 18 contains 17311 members 
Mstep: Class 19 contains 55234 members 
Mstep: Class 20 contains 11475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155922048.000000 Penalty: 66498.562500
Iteration 21Q: 20 clusters Score -1.55922e+08 nChanged 16692
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 201681 members 
Mstep: Class 2 contains 7640 members 
Mstep: Class 3 contains 206817 members 
Mstep: Class 4 contains 164912 members 
Mstep: Class 5 contains 18494 members 
Mstep: Class 6 contains 31061 members 
Mstep: Class 7 contains 182412 members 
Mstep: Class 8 contains 62077 members 
Mstep: Class 9 contains 30357 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 21155 members 
Mstep: Class 12 contains 63750 members 
Mstep: Class 13 contains 151615 members 
Mstep: Class 14 contains 10111 members 
Mstep: Class 15 contains 97080 members 
Mstep: Class 16 contains 6078 members 
Mstep: Class 18 contains 17353 members 
Mstep: Class 19 contains 55963 members 
Mstep: Class 20 contains 11630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155926192.000000 Penalty: 66498.562500
Iteration 22Q: 20 clusters Score -1.559262e+08 nChanged 17975
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 199583 members 
Mstep: Class 2 contains 7724 members 
Mstep: Class 3 contains 205434 members 
Mstep: Class 4 contains 163218 members 
Mstep: Class 5 contains 18813 members 
Mstep: Class 6 contains 30889 members 
Mstep: Class 7 contains 179218 members 
Mstep: Class 8 contains 61971 members 
Mstep: Class 9 contains 29662 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 21112 members 
Mstep: Class 12 contains 63228 members 
Mstep: Class 13 contains 160690 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 97067 members 
Mstep: Class 16 contains 6066 members 
Mstep: Class 18 contains 17413 members 
Mstep: Class 19 contains 56534 members 
Mstep: Class 20 contains 11762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155931648.000000 Penalty: 66498.562500
Iteration 23Q: 20 clusters Score -1.559316e+08 nChanged 21098
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 196739 members 
Mstep: Class 2 contains 7789 members 
Mstep: Class 3 contains 203784 members 
Mstep: Class 4 contains 159975 members 
Mstep: Class 5 contains 19031 members 
Mstep: Class 6 contains 30751 members 
Mstep: Class 7 contains 175985 members 
Mstep: Class 8 contains 62026 members 
Mstep: Class 9 contains 29124 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 21052 members 
Mstep: Class 12 contains 62805 members 
Mstep: Class 13 contains 172154 members 
Mstep: Class 14 contains 9529 members 
Mstep: Class 15 contains 97056 members 
Mstep: Class 16 contains 6046 members 
Mstep: Class 18 contains 17463 members 
Mstep: Class 19 contains 56992 members 
Mstep: Class 20 contains 11887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155934608.000000 Penalty: 66498.562500
Iteration 24Q: 20 clusters Score -1.559346e+08 nChanged 25474
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 192962 members 
Mstep: Class 2 contains 7859 members 
Mstep: Class 3 contains 202004 members 
Mstep: Class 4 contains 155171 members 
Mstep: Class 5 contains 19174 members 
Mstep: Class 6 contains 30642 members 
Mstep: Class 7 contains 172687 members 
Mstep: Class 8 contains 62248 members 
Mstep: Class 9 contains 28727 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 21012 members 
Mstep: Class 12 contains 62494 members 
Mstep: Class 13 contains 185945 members 
Mstep: Class 14 contains 9303 members 
Mstep: Class 15 contains 97031 members 
Mstep: Class 16 contains 6044 members 
Mstep: Class 18 contains 17464 members 
Mstep: Class 19 contains 57406 members 
Mstep: Class 20 contains 12013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155938368.000000 Penalty: 66498.562500
Iteration 25Q: 20 clusters Score -1.559384e+08 nChanged 29901
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 188322 members 
Mstep: Class 2 contains 7927 members 
Mstep: Class 3 contains 200124 members 
Mstep: Class 4 contains 148432 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 30543 members 
Mstep: Class 7 contains 169425 members 
Mstep: Class 8 contains 62490 members 
Mstep: Class 9 contains 28320 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 20982 members 
Mstep: Class 12 contains 62421 members 
Mstep: Class 13 contains 202396 members 
Mstep: Class 14 contains 9131 members 
Mstep: Class 15 contains 96973 members 
Mstep: Class 16 contains 6030 members 
Mstep: Class 18 contains 17456 members 
Mstep: Class 19 contains 57843 members 
Mstep: Class 20 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155939264.000000 Penalty: 66498.562500
Iteration 26Q: 20 clusters Score -1.559393e+08 nChanged 36779
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 182802 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 198139 members 
Mstep: Class 4 contains 139904 members 
Mstep: Class 5 contains 19234 members 
Mstep: Class 6 contains 30465 members 
Mstep: Class 7 contains 166408 members 
Mstep: Class 8 contains 62802 members 
Mstep: Class 9 contains 28066 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 20996 members 
Mstep: Class 12 contains 62589 members 
Mstep: Class 13 contains 220783 members 
Mstep: Class 14 contains 8995 members 
Mstep: Class 15 contains 96870 members 
Mstep: Class 16 contains 6037 members 
Mstep: Class 18 contains 17467 members 
Mstep: Class 19 contains 58319 members 
Mstep: Class 20 contains 12334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155937568.000000 Penalty: 66498.562500
Iteration 27Q: 20 clusters Score -1.559376e+08 nChanged 37331
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 178556 members 
Mstep: Class 2 contains 8046 members 
Mstep: Class 3 contains 196874 members 
Mstep: Class 4 contains 132633 members 
Mstep: Class 5 contains 19311 members 
Mstep: Class 6 contains 30402 members 
Mstep: Class 7 contains 164407 members 
Mstep: Class 8 contains 63000 members 
Mstep: Class 9 contains 27893 members 
Mstep: Class 10 contains 5715 members 
Mstep: Class 11 contains 21013 members 
Mstep: Class 12 contains 63147 members 
Mstep: Class 13 contains 234371 members 
Mstep: Class 14 contains 8920 members 
Mstep: Class 15 contains 96842 members 
Mstep: Class 16 contains 6042 members 
Mstep: Class 18 contains 17450 members 
Mstep: Class 19 contains 58806 members 
Mstep: Class 20 contains 12476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155933664.000000 Penalty: 66498.562500
Iteration 28Q: 20 clusters Score -1.559337e+08 nChanged 30971
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177179 members 
Mstep: Class 2 contains 8107 members 
Mstep: Class 3 contains 196666 members 
Mstep: Class 4 contains 128543 members 
Mstep: Class 5 contains 19358 members 
Mstep: Class 6 contains 30353 members 
Mstep: Class 7 contains 163735 members 
Mstep: Class 8 contains 63110 members 
Mstep: Class 9 contains 27648 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 21055 members 
Mstep: Class 12 contains 64007 members 
Mstep: Class 13 contains 239274 members 
Mstep: Class 14 contains 8873 members 
Mstep: Class 15 contains 96819 members 
Mstep: Class 16 contains 6056 members 
Mstep: Class 18 contains 17441 members 
Mstep: Class 19 contains 59321 members 
Mstep: Class 20 contains 12643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155931440.000000 Penalty: 66498.562500
Iteration 29Q: 20 clusters Score -1.559314e+08 nChanged 23944
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 178064 members 
Mstep: Class 2 contains 8173 members 
Mstep: Class 3 contains 196987 members 
Mstep: Class 4 contains 127461 members 
Mstep: Class 5 contains 19424 members 
Mstep: Class 6 contains 30321 members 
Mstep: Class 7 contains 163805 members 
Mstep: Class 8 contains 63116 members 
Mstep: Class 9 contains 27422 members 
Mstep: Class 10 contains 5713 members 
Mstep: Class 11 contains 21089 members 
Mstep: Class 12 contains 64878 members 
Mstep: Class 13 contains 237675 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 96805 members 
Mstep: Class 16 contains 6064 members 
Mstep: Class 18 contains 17463 members 
Mstep: Class 19 contains 59824 members 
Mstep: Class 20 contains 12769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155931328.000000 Penalty: 66498.562500
Iteration 30Q: 20 clusters Score -1.559313e+08 nChanged 18869
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 180172 members 
Mstep: Class 2 contains 8230 members 
Mstep: Class 3 contains 197510 members 
Mstep: Class 4 contains 128558 members 
Mstep: Class 5 contains 19524 members 
Mstep: Class 6 contains 30261 members 
Mstep: Class 7 contains 164191 members 
Mstep: Class 8 contains 62971 members 
Mstep: Class 9 contains 27125 members 
Mstep: Class 10 contains 5714 members 
Mstep: Class 11 contains 21103 members 
Mstep: Class 12 contains 65588 members 
Mstep: Class 13 contains 232630 members 
Mstep: Class 14 contains 8824 members 
Mstep: Class 15 contains 96808 members 
Mstep: Class 16 contains 6091 members 
Mstep: Class 18 contains 17476 members 
Mstep: Class 19 contains 60248 members 
Mstep: Class 20 contains 12880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155934608.000000 Penalty: 66498.562500
Iteration 31Q: 20 clusters Score -1.559346e+08 nChanged 16003
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 182730 members 
Mstep: Class 2 contains 8280 members 
Mstep: Class 3 contains 198077 members 
Mstep: Class 4 contains 131104 members 
Mstep: Class 5 contains 19591 members 
Mstep: Class 6 contains 30210 members 
Mstep: Class 7 contains 164565 members 
Mstep: Class 8 contains 62687 members 
Mstep: Class 9 contains 26812 members 
Mstep: Class 10 contains 5711 members 
Mstep: Class 11 contains 21109 members 
Mstep: Class 12 contains 66200 members 
Mstep: Class 13 contains 226086 members 
Mstep: Class 14 contains 8790 members 
Mstep: Class 15 contains 96757 members 
Mstep: Class 16 contains 6131 members 
Mstep: Class 18 contains 17462 members 
Mstep: Class 19 contains 60617 members 
Mstep: Class 20 contains 12985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155936592.000000 Penalty: 66498.562500
Iteration 32Q: 20 clusters Score -1.559366e+08 nChanged 14814
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 185294 members 
Mstep: Class 2 contains 8337 members 
Mstep: Class 3 contains 198613 members 
Mstep: Class 4 contains 134798 members 
Mstep: Class 5 contains 19689 members 
Mstep: Class 6 contains 30178 members 
Mstep: Class 7 contains 164772 members 
Mstep: Class 8 contains 62362 members 
Mstep: Class 9 contains 26565 members 
Mstep: Class 10 contains 5711 members 
Mstep: Class 11 contains 21101 members 
Mstep: Class 12 contains 66614 members 
Mstep: Class 13 contains 218831 members 
Mstep: Class 14 contains 8747 members 
Mstep: Class 15 contains 96726 members 
Mstep: Class 16 contains 6151 members 
Mstep: Class 18 contains 17432 members 
Mstep: Class 19 contains 60924 members 
Mstep: Class 20 contains 13059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155940016.000000 Penalty: 66498.562500
Iteration 33Q: 20 clusters Score -1.5594e+08 nChanged 13777
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 187566 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 199011 members 
Mstep: Class 4 contains 139264 members 
Mstep: Class 5 contains 19777 members 
Mstep: Class 6 contains 30148 members 
Mstep: Class 7 contains 164762 members 
Mstep: Class 8 contains 61898 members 
Mstep: Class 9 contains 26305 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 21086 members 
Mstep: Class 12 contains 66879 members 
Mstep: Class 13 contains 211790 members 
Mstep: Class 14 contains 8715 members 
Mstep: Class 15 contains 96714 members 
Mstep: Class 16 contains 6163 members 
Mstep: Class 18 contains 17391 members 
Mstep: Class 19 contains 61226 members 
Mstep: Class 20 contains 13122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155943456.000000 Penalty: 66498.562500
Iteration 34Q: 20 clusters Score -1.559435e+08 nChanged 13105
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 189330 members 
Mstep: Class 2 contains 8412 members 
Mstep: Class 3 contains 199325 members 
Mstep: Class 4 contains 144383 members 
Mstep: Class 5 contains 19864 members 
Mstep: Class 6 contains 30137 members 
Mstep: Class 7 contains 164718 members 
Mstep: Class 8 contains 61281 members 
Mstep: Class 9 contains 26013 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 21074 members 
Mstep: Class 12 contains 67026 members 
Mstep: Class 13 contains 204998 members 
Mstep: Class 14 contains 8684 members 
Mstep: Class 15 contains 96659 members 
Mstep: Class 16 contains 6172 members 
Mstep: Class 18 contains 17353 members 
Mstep: Class 19 contains 61570 members 
Mstep: Class 20 contains 13189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155946272.000000 Penalty: 66498.562500
Iteration 35Q: 20 clusters Score -1.559463e+08 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 190701 members 
Mstep: Class 2 contains 8459 members 
Mstep: Class 3 contains 199537 members 
Mstep: Class 4 contains 149760 members 
Mstep: Class 5 contains 19941 members 
Mstep: Class 6 contains 30115 members 
Mstep: Class 7 contains 164470 members 
Mstep: Class 8 contains 60651 members 
Mstep: Class 9 contains 25716 members 
Mstep: Class 10 contains 5713 members 
Mstep: Class 11 contains 21051 members 
Mstep: Class 12 contains 67105 members 
Mstep: Class 13 contains 198802 members 
Mstep: Class 14 contains 8665 members 
Mstep: Class 15 contains 96623 members 
Mstep: Class 16 contains 6170 members 
Mstep: Class 18 contains 17321 members 
Mstep: Class 19 contains 61866 members 
Mstep: Class 20 contains 13238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155950352.000000 Penalty: 66498.562500
Iteration 36Q: 20 clusters Score -1.559504e+08 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 191601 members 
Mstep: Class 2 contains 8513 members 
Mstep: Class 3 contains 199629 members 
Mstep: Class 4 contains 155022 members 
Mstep: Class 5 contains 20014 members 
Mstep: Class 6 contains 30099 members 
Mstep: Class 7 contains 164121 members 
Mstep: Class 8 contains 59996 members 
Mstep: Class 9 contains 25403 members 
Mstep: Class 10 contains 5714 members 
Mstep: Class 11 contains 21020 members 
Mstep: Class 12 contains 67018 members 
Mstep: Class 13 contains 193598 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 96598 members 
Mstep: Class 16 contains 6176 members 
Mstep: Class 18 contains 17306 members 
Mstep: Class 19 contains 62151 members 
Mstep: Class 20 contains 13279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155954624.000000 Penalty: 66498.562500
Iteration 37Q: 20 clusters Score -1.559546e+08 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 192066 members 
Mstep: Class 2 contains 8550 members 
Mstep: Class 3 contains 199595 members 
Mstep: Class 4 contains 160029 members 
Mstep: Class 5 contains 20071 members 
Mstep: Class 6 contains 30081 members 
Mstep: Class 7 contains 163724 members 
Mstep: Class 8 contains 59346 members 
Mstep: Class 9 contains 25093 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 20991 members 
Mstep: Class 12 contains 66938 members 
Mstep: Class 13 contains 189192 members 
Mstep: Class 14 contains 8634 members 
Mstep: Class 15 contains 96571 members 
Mstep: Class 16 contains 6179 members 
Mstep: Class 18 contains 17302 members 
Mstep: Class 19 contains 62470 members 
Mstep: Class 20 contains 13356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155957680.000000 Penalty: 66498.562500
Iteration 38Q: 20 clusters Score -1.559577e+08 nChanged 10900
Entering ConstructFrom: 
Score: -155957680.000000 Penalty: 66498.562500
Entering ConstructFrom: 
Trying to split cluster 1 (192122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192122 members 
Entering Unmasked Estep 
Score: -22942028.000000 Penalty: 3017.139648
	Iteration 0F: 2 clusters Score -2.294203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 95915 members 
Entering Unmasked Estep 
Score: -22826994.000000 Penalty: 6034.279297
	Iteration 0F: 3 clusters Score -2.282699e+07 nChanged 92214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 90107 members 
Entering Unmasked Estep 
Score: -22882106.000000 Penalty: 6034.279297
	Iteration 1F: 3 clusters Score -2.288211e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105500 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -22884476.000000 Penalty: 6034.279297
	Iteration 2Q: 3 clusters Score -2.288448e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 81201 members 
Entering Unmasked Estep 
Score: -22888694.000000 Penalty: 6034.279297
	Iteration 3Q: 3 clusters Score -2.288869e+07 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118943 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -22895252.000000 Penalty: 6034.279297
	Iteration 4F: 3 clusters Score -2.289525e+07 nChanged 14500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129561 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -22905472.000000 Penalty: 6034.279297
	Iteration 5F: 3 clusters Score -2.290547e+07 nChanged 15416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141689 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -22917988.000000 Penalty: 6034.279297
	Iteration 6F: 3 clusters Score -2.291799e+07 nChanged 13836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153235 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -22928726.000000 Penalty: 6034.279297
	Iteration 7F: 3 clusters Score -2.292873e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -22935688.000000 Penalty: 6034.279297
	Iteration 8F: 3 clusters Score -2.293569e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169983 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -22939344.000000 Penalty: 6034.279297
	Iteration 9Q: 3 clusters Score -2.293934e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175085 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -22941018.000000 Penalty: 6034.279297
	Iteration 10Q: 3 clusters Score -2.294102e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178720 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -22941806.000000 Penalty: 6034.279297
	Iteration 11Q: 3 clusters Score -2.294181e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181452 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -22942292.000000 Penalty: 6034.279297
	Iteration 12Q: 3 clusters Score -2.294229e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183546 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -22942426.000000 Penalty: 6034.279297
	Iteration 13Q: 3 clusters Score -2.294243e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185067 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -22942404.000000 Penalty: 6034.279297
	Iteration 14Q: 3 clusters Score -2.29424e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186252 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -22942136.000000 Penalty: 6034.279297
	Iteration 15Q: 3 clusters Score -2.294214e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187122 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -22942074.000000 Penalty: 6034.279297
	Iteration 16Q: 3 clusters Score -2.294207e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187823 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -22941940.000000 Penalty: 6034.279297
	Iteration 17Q: 3 clusters Score -2.294194e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188363 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -22941980.000000 Penalty: 6034.279297
	Iteration 18Q: 3 clusters Score -2.294198e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188762 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -22941902.000000 Penalty: 6034.279297
	Iteration 19Q: 3 clusters Score -2.29419e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189093 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -22941826.000000 Penalty: 6034.279297
	Iteration 20F: 3 clusters Score -2.294183e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189335 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -22941746.000000 Penalty: 6034.279297
	Iteration 21Q: 3 clusters Score -2.294175e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189531 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -22941630.000000 Penalty: 6034.279297
	Iteration 22Q: 3 clusters Score -2.294163e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189675 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -22941614.000000 Penalty: 6034.279297
	Iteration 23Q: 3 clusters Score -2.294161e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189789 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -22941564.000000 Penalty: 6034.279297
	Iteration 24Q: 3 clusters Score -2.294156e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189885 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -22941542.000000 Penalty: 6034.279297
	Iteration 25Q: 3 clusters Score -2.294154e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189965 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -22941526.000000 Penalty: 6034.279297
	Iteration 26Q: 3 clusters Score -2.294153e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190034 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -22941494.000000 Penalty: 6034.279297
	Iteration 27Q: 3 clusters Score -2.294149e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190085 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -22941468.000000 Penalty: 6034.279297
	Iteration 28Q: 3 clusters Score -2.294147e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190132 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -22941394.000000 Penalty: 6034.279297
	Iteration 29Q: 3 clusters Score -2.294139e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190170 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -22941398.000000 Penalty: 6034.279297
	Iteration 30Q: 3 clusters Score -2.29414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190197 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -22941374.000000 Penalty: 6034.279297
	Iteration 31Q: 3 clusters Score -2.294137e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190210 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -22941396.000000 Penalty: 6034.279297
	Iteration 32Q: 3 clusters Score -2.29414e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190228 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -22941366.000000 Penalty: 6034.279297
	Iteration 33Q: 3 clusters Score -2.294137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190244 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -22941374.000000 Penalty: 6034.279297
	Iteration 34Q: 3 clusters Score -2.294137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190254 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -22941376.000000 Penalty: 6034.279297
	Iteration 35Q: 3 clusters Score -2.294138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190270 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -22941342.000000 Penalty: 6034.279297
	Iteration 36Q: 3 clusters Score -2.294134e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190282 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -22941344.000000 Penalty: 6034.279297
	Iteration 37Q: 3 clusters Score -2.294134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190294 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -22941354.000000 Penalty: 6034.279297
	Iteration 38Q: 3 clusters Score -2.294135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190302 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -22941352.000000 Penalty: 6034.279297
	Iteration 39Q: 3 clusters Score -2.294135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190304 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -22941352.000000 Penalty: 6034.279297
	Iteration 40F: 3 clusters Score -2.294135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190306 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -22941344.000000 Penalty: 6034.279297
	Iteration 41Q: 3 clusters Score -2.294134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190309 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -22941346.000000 Penalty: 6034.279297
	Iteration 42Q: 3 clusters Score -2.294135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190310 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -22941352.000000 Penalty: 6034.279297
	Iteration 43Q: 3 clusters Score -2.294135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190315 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -22941330.000000 Penalty: 6034.279297
	Iteration 44Q: 3 clusters Score -2.294133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190317 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -22941348.000000 Penalty: 6034.279297
	Iteration 45Q: 3 clusters Score -2.294135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190320 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -22941340.000000 Penalty: 6034.279297
	Iteration 46Q: 3 clusters Score -2.294134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190323 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -22941344.000000 Penalty: 6034.279297
	Iteration 47Q: 3 clusters Score -2.294134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190323 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -22941344.000000 Penalty: 6034.279297
	Iteration 48F: 3 clusters Score -2.294134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Entering Unmasked Estep 
Score: -942002.562500 Penalty: 2246.616211
	Iteration 0F: 2 clusters Score -942002.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -935279.812500 Penalty: 4493.232422
	Iteration 0F: 3 clusters Score -935279.8 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -937265.687500 Penalty: 4493.232422
	Iteration 1F: 3 clusters Score -937265.7 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -937719.062500 Penalty: 4493.232422
	Iteration 2F: 3 clusters Score -937719.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -938134.187500 Penalty: 4493.232422
	Iteration 3F: 3 clusters Score -938134.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -938569.875000 Penalty: 4493.232422
	Iteration 4F: 3 clusters Score -938569.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -938917.937500 Penalty: 4493.232422
	Iteration 5F: 3 clusters Score -938917.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -939153.062500 Penalty: 4493.232422
	Iteration 6Q: 3 clusters Score -939153.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -939314.437500 Penalty: 4493.232422
	Iteration 7Q: 3 clusters Score -939314.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -939431.750000 Penalty: 4493.232422
	Iteration 8Q: 3 clusters Score -939431.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -939519.000000 Penalty: 4493.232422
	Iteration 9Q: 3 clusters Score -939519 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -939610.312500 Penalty: 4493.232422
	Iteration 10Q: 3 clusters Score -939610.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -939706.562500 Penalty: 4493.232422
	Iteration 11Q: 3 clusters Score -939706.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -939800.312500 Penalty: 4493.232422
	Iteration 12Q: 3 clusters Score -939800.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -939857.000000 Penalty: 4493.232422
	Iteration 13Q: 3 clusters Score -939857 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -939922.687500 Penalty: 4493.232422
	Iteration 14Q: 3 clusters Score -939922.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -939976.875000 Penalty: 4493.232422
	Iteration 15Q: 3 clusters Score -939976.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -940016.875000 Penalty: 4493.232422
	Iteration 16Q: 3 clusters Score -940016.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -940067.375000 Penalty: 4493.232422
	Iteration 17Q: 3 clusters Score -940067.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -940111.562500 Penalty: 4493.232422
	Iteration 18Q: 3 clusters Score -940111.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -940173.375000 Penalty: 4493.232422
	Iteration 19Q: 3 clusters Score -940173.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -940273.562500 Penalty: 4493.232422
	Iteration 20F: 3 clusters Score -940273.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -940376.187500 Penalty: 4493.232422
	Iteration 21Q: 3 clusters Score -940376.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -940487.000000 Penalty: 4493.232422
	Iteration 22Q: 3 clusters Score -940487 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -940606.437500 Penalty: 4493.232422
	Iteration 23Q: 3 clusters Score -940606.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -940712.250000 Penalty: 4493.232422
	Iteration 24Q: 3 clusters Score -940712.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -940791.187500 Penalty: 4493.232422
	Iteration 25Q: 3 clusters Score -940791.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -940857.562500 Penalty: 4493.232422
	Iteration 26Q: 3 clusters Score -940857.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -940922.812500 Penalty: 4493.232422
	Iteration 27Q: 3 clusters Score -940922.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -940981.125000 Penalty: 4493.232422
	Iteration 28Q: 3 clusters Score -940981.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -941038.437500 Penalty: 4493.232422
	Iteration 29Q: 3 clusters Score -941038.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -941096.500000 Penalty: 4493.232422
	Iteration 30Q: 3 clusters Score -941096.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -941139.500000 Penalty: 4493.232422
	Iteration 31Q: 3 clusters Score -941139.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -941180.812500 Penalty: 4493.232422
	Iteration 32Q: 3 clusters Score -941180.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -941215.625000 Penalty: 4493.232422
	Iteration 33Q: 3 clusters Score -941215.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -941245.687500 Penalty: 4493.232422
	Iteration 34Q: 3 clusters Score -941245.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -941268.500000 Penalty: 4493.232422
	Iteration 35Q: 3 clusters Score -941268.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -941294.375000 Penalty: 4493.232422
	Iteration 36Q: 3 clusters Score -941294.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -941334.812500 Penalty: 4493.232422
	Iteration 37Q: 3 clusters Score -941334.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -941376.500000 Penalty: 4493.232422
	Iteration 38Q: 3 clusters Score -941376.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -941426.187500 Penalty: 4493.232422
	Iteration 39Q: 3 clusters Score -941426.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -941518.500000 Penalty: 4493.232422
	Iteration 40F: 3 clusters Score -941518.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -941592.250000 Penalty: 4493.232422
	Iteration 41Q: 3 clusters Score -941592.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -941661.687500 Penalty: 4493.232422
	Iteration 42Q: 3 clusters Score -941661.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -941711.187500 Penalty: 4493.232422
	Iteration 43Q: 3 clusters Score -941711.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -941757.187500 Penalty: 4493.232422
	Iteration 44Q: 3 clusters Score -941757.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -941819.562500 Penalty: 4493.232422
	Iteration 45Q: 3 clusters Score -941819.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -941935.187500 Penalty: 4493.232422
	Iteration 46Q: 3 clusters Score -941935.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -942052.187500 Penalty: 4493.232422
	Iteration 47Q: 3 clusters Score -942052.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -942105.375000 Penalty: 4493.232422
	Iteration 48Q: 3 clusters Score -942105.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -942139.937500 Penalty: 4493.232422
	Iteration 49Q: 3 clusters Score -942139.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -942153.312500 Penalty: 4493.232422
	Iteration 50Q: 3 clusters Score -942153.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -942163.812500 Penalty: 4493.232422
	Iteration 51Q: 3 clusters Score -942163.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -942175.000000 Penalty: 4493.232422
	Iteration 52Q: 3 clusters Score -942175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -942188.312500 Penalty: 4493.232422
	Iteration 53Q: 3 clusters Score -942188.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -942199.125000 Penalty: 4493.232422
	Iteration 54Q: 3 clusters Score -942199.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -942202.937500 Penalty: 4493.232422
	Iteration 55Q: 3 clusters Score -942202.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -942209.125000 Penalty: 4493.232422
	Iteration 56Q: 3 clusters Score -942209.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -942214.312500 Penalty: 4493.232422
	Iteration 57Q: 3 clusters Score -942214.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -942216.812500 Penalty: 4493.232422
	Iteration 58Q: 3 clusters Score -942216.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -942222.625000 Penalty: 4493.232422
	Iteration 59Q: 3 clusters Score -942222.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -942227.125000 Penalty: 4493.232422
	Iteration 60F: 3 clusters Score -942227.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -942232.625000 Penalty: 4493.232422
	Iteration 61Q: 3 clusters Score -942232.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -942235.437500 Penalty: 4493.232422
	Iteration 62Q: 3 clusters Score -942235.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -942241.312500 Penalty: 4493.232422
	Iteration 63Q: 3 clusters Score -942241.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -942242.375000 Penalty: 4493.232422
	Iteration 64Q: 3 clusters Score -942242.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -942244.562500 Penalty: 4493.232422
	Iteration 65Q: 3 clusters Score -942244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -942247.562500 Penalty: 4493.232422
	Iteration 66Q: 3 clusters Score -942247.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -942251.500000 Penalty: 4493.232422
	Iteration 67Q: 3 clusters Score -942251.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -942258.000000 Penalty: 4493.232422
	Iteration 68Q: 3 clusters Score -942258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -942260.562500 Penalty: 4493.232422
	Iteration 69Q: 3 clusters Score -942260.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -942264.312500 Penalty: 4493.232422
	Iteration 70Q: 3 clusters Score -942264.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -942272.812500 Penalty: 4493.232422
	Iteration 71Q: 3 clusters Score -942272.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -942277.687500 Penalty: 4493.232422
	Iteration 72Q: 3 clusters Score -942277.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -942283.750000 Penalty: 4493.232422
	Iteration 73Q: 3 clusters Score -942283.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -942289.875000 Penalty: 4493.232422
	Iteration 74Q: 3 clusters Score -942289.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -942293.750000 Penalty: 4493.232422
	Iteration 75Q: 3 clusters Score -942293.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -942300.750000 Penalty: 4493.232422
	Iteration 76Q: 3 clusters Score -942300.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -942306.062500 Penalty: 4493.232422
	Iteration 77Q: 3 clusters Score -942306.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -942313.812500 Penalty: 4493.232422
	Iteration 78Q: 3 clusters Score -942313.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -942318.750000 Penalty: 4493.232422
	Iteration 79Q: 3 clusters Score -942318.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -942323.000000 Penalty: 4493.232422
	Iteration 80F: 3 clusters Score -942323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -942323.375000 Penalty: 4493.232422
	Iteration 81Q: 3 clusters Score -942323.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -942328.875000 Penalty: 4493.232422
	Iteration 82Q: 3 clusters Score -942328.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -942332.437500 Penalty: 4493.232422
	Iteration 83Q: 3 clusters Score -942332.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -942336.625000 Penalty: 4493.232422
	Iteration 84Q: 3 clusters Score -942336.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -942340.312500 Penalty: 4493.232422
	Iteration 85Q: 3 clusters Score -942340.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -942339.062500 Penalty: 4493.232422
	Iteration 86Q: 3 clusters Score -942339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -942340.375000 Penalty: 4493.232422
	Iteration 87Q: 3 clusters Score -942340.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -942342.437500 Penalty: 4493.232422
	Iteration 88Q: 3 clusters Score -942342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -942344.312500 Penalty: 4493.232422
	Iteration 89Q: 3 clusters Score -942344.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -942345.937500 Penalty: 4493.232422
	Iteration 90Q: 3 clusters Score -942345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -942347.062500 Penalty: 4493.232422
	Iteration 91Q: 3 clusters Score -942347.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -942349.562500 Penalty: 4493.232422
	Iteration 92Q: 3 clusters Score -942349.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -942351.500000 Penalty: 4493.232422
	Iteration 93Q: 3 clusters Score -942351.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -942353.187500 Penalty: 4493.232422
	Iteration 94Q: 3 clusters Score -942353.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -942356.187500 Penalty: 4493.232422
	Iteration 95Q: 3 clusters Score -942356.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -942355.562500 Penalty: 4493.232422
	Iteration 96Q: 3 clusters Score -942355.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -942358.000000 Penalty: 4493.232422
	Iteration 97Q: 3 clusters Score -942358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -942359.125000 Penalty: 4493.232422
	Iteration 98Q: 3 clusters Score -942359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -942360.312500 Penalty: 4493.232422
	Iteration 99Q: 3 clusters Score -942360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -942360.187500 Penalty: 4493.232422
	Iteration 100F: 3 clusters Score -942360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -942360.812500 Penalty: 4493.232422
	Iteration 101Q: 3 clusters Score -942360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -942362.187500 Penalty: 4493.232422
	Iteration 102Q: 3 clusters Score -942362.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -942364.687500 Penalty: 4493.232422
	Iteration 103Q: 3 clusters Score -942364.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -942366.375000 Penalty: 4493.232422
	Iteration 104Q: 3 clusters Score -942366.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -942366.937500 Penalty: 4493.232422
	Iteration 105Q: 3 clusters Score -942366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -942366.750000 Penalty: 4493.232422
	Iteration 106Q: 3 clusters Score -942366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -942366.812500 Penalty: 4493.232422
	Iteration 107Q: 3 clusters Score -942366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -942365.875000 Penalty: 4493.232422
	Iteration 108Q: 3 clusters Score -942365.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -942368.062500 Penalty: 4493.232422
	Iteration 109Q: 3 clusters Score -942368.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -942369.375000 Penalty: 4493.232422
	Iteration 110Q: 3 clusters Score -942369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -942368.562500 Penalty: 4493.232422
	Iteration 111Q: 3 clusters Score -942368.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -942370.500000 Penalty: 4493.232422
	Iteration 112Q: 3 clusters Score -942370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -942371.625000 Penalty: 4493.232422
	Iteration 113Q: 3 clusters Score -942371.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -942371.625000 Penalty: 4493.232422
	Iteration 114F: 3 clusters Score -942371.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 199496 members 
Mstep: Class 4 contains 164534 members 
Mstep: Class 5 contains 20152 members 
Mstep: Class 6 contains 30074 members 
Mstep: Class 7 contains 163280 members 
Mstep: Class 8 contains 58723 members 
Mstep: Class 9 contains 24770 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 20963 members 
Mstep: Class 12 contains 66877 members 
Mstep: Class 13 contains 185620 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 96559 members 
Mstep: Class 16 contains 6170 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 17308 members 
Mstep: Class 19 contains 62846 members 
Mstep: Class 20 contains 13476 members 
Entering Unmasked Estep 
Score: -155957728.000000 Penalty: 69998.484375
Splitting cluster 2 changes total score from -155957680.000000 to -155957728.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 3 (199496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199496 members 
Entering Unmasked Estep 
Score: -23732506.000000 Penalty: 3026.480225
	Iteration 0F: 2 clusters Score -2.373251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99370 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -23614422.000000 Penalty: 6052.960449
	Iteration 0F: 3 clusters Score -2.361442e+07 nChanged 96017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93925 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -23671094.000000 Penalty: 6052.960449
	Iteration 1F: 3 clusters Score -2.367109e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 108246 members 
Entering Unmasked Estep 
Score: -23672944.000000 Penalty: 6052.960449
	Iteration 2Q: 3 clusters Score -2.367294e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 112182 members 
Entering Unmasked Estep 
Score: -23675688.000000 Penalty: 6052.960449
	Iteration 3Q: 3 clusters Score -2.367569e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 117840 members 
Entering Unmasked Estep 
Score: -23679642.000000 Penalty: 6052.960449
	Iteration 4Q: 3 clusters Score -2.367964e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 125478 members 
Entering Unmasked Estep 
Score: -23685148.000000 Penalty: 6052.960449
	Iteration 5Q: 3 clusters Score -2.368515e+07 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 135648 members 
Entering Unmasked Estep 
Score: -23693112.000000 Penalty: 6052.960449
	Iteration 6F: 3 clusters Score -2.369311e+07 nChanged 13475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 148331 members 
Entering Unmasked Estep 
Score: -23703384.000000 Penalty: 6052.960449
	Iteration 7F: 3 clusters Score -2.370338e+07 nChanged 14186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 162019 members 
Entering Unmasked Estep 
Score: -23713646.000000 Penalty: 6052.960449
	Iteration 8F: 3 clusters Score -2.371365e+07 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 173883 members 
Entering Unmasked Estep 
Score: -23721240.000000 Penalty: 6052.960449
	Iteration 9F: 3 clusters Score -2.372124e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 182390 members 
Entering Unmasked Estep 
Score: -23725558.000000 Penalty: 6052.960449
	Iteration 10Q: 3 clusters Score -2.372556e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 187579 members 
Entering Unmasked Estep 
Score: -23727828.000000 Penalty: 6052.960449
	Iteration 11Q: 3 clusters Score -2.372783e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 190490 members 
Entering Unmasked Estep 
Score: -23729116.000000 Penalty: 6052.960449
	Iteration 12Q: 3 clusters Score -2.372912e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 192170 members 
Entering Unmasked Estep 
Score: -23729836.000000 Penalty: 6052.960449
	Iteration 13Q: 3 clusters Score -2.372984e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 193248 members 
Entering Unmasked Estep 
Score: -23730104.000000 Penalty: 6052.960449
	Iteration 14Q: 3 clusters Score -2.37301e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 193974 members 
Entering Unmasked Estep 
Score: -23730338.000000 Penalty: 6052.960449
	Iteration 15Q: 3 clusters Score -2.373034e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 194486 members 
Entering Unmasked Estep 
Score: -23730442.000000 Penalty: 6052.960449
	Iteration 16Q: 3 clusters Score -2.373044e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 194864 members 
Entering Unmasked Estep 
Score: -23730464.000000 Penalty: 6052.960449
	Iteration 17Q: 3 clusters Score -2.373046e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 195124 members 
Entering Unmasked Estep 
Score: -23730476.000000 Penalty: 6052.960449
	Iteration 18Q: 3 clusters Score -2.373048e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 195315 members 
Entering Unmasked Estep 
Score: -23730496.000000 Penalty: 6052.960449
	Iteration 19Q: 3 clusters Score -2.37305e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 195468 members 
Entering Unmasked Estep 
Score: -23730474.000000 Penalty: 6052.960449
	Iteration 20F: 3 clusters Score -2.373047e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 195583 members 
Entering Unmasked Estep 
Score: -23730484.000000 Penalty: 6052.960449
	Iteration 21Q: 3 clusters Score -2.373048e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 195683 members 
Entering Unmasked Estep 
Score: -23730534.000000 Penalty: 6052.960449
	Iteration 22Q: 3 clusters Score -2.373053e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 195783 members 
Entering Unmasked Estep 
Score: -23730490.000000 Penalty: 6052.960449
	Iteration 23Q: 3 clusters Score -2.373049e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 195865 members 
Entering Unmasked Estep 
Score: -23730492.000000 Penalty: 6052.960449
	Iteration 24Q: 3 clusters Score -2.373049e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 195920 members 
Entering Unmasked Estep 
Score: -23730538.000000 Penalty: 6052.960449
	Iteration 25Q: 3 clusters Score -2.373054e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 195977 members 
Entering Unmasked Estep 
Score: -23730564.000000 Penalty: 6052.960449
	Iteration 26Q: 3 clusters Score -2.373056e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 196029 members 
Entering Unmasked Estep 
Score: -23730560.000000 Penalty: 6052.960449
	Iteration 27Q: 3 clusters Score -2.373056e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 196066 members 
Entering Unmasked Estep 
Score: -23730566.000000 Penalty: 6052.960449
	Iteration 28Q: 3 clusters Score -2.373057e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 196108 members 
Entering Unmasked Estep 
Score: -23730568.000000 Penalty: 6052.960449
	Iteration 29Q: 3 clusters Score -2.373057e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 196140 members 
Entering Unmasked Estep 
Score: -23730586.000000 Penalty: 6052.960449
	Iteration 30Q: 3 clusters Score -2.373059e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 196174 members 
Entering Unmasked Estep 
Score: -23730580.000000 Penalty: 6052.960449
	Iteration 31Q: 3 clusters Score -2.373058e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 196198 members 
Entering Unmasked Estep 
Score: -23730616.000000 Penalty: 6052.960449
	Iteration 32Q: 3 clusters Score -2.373062e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 196225 members 
Entering Unmasked Estep 
Score: -23730608.000000 Penalty: 6052.960449
	Iteration 33Q: 3 clusters Score -2.373061e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 196254 members 
Entering Unmasked Estep 
Score: -23730604.000000 Penalty: 6052.960449
	Iteration 34Q: 3 clusters Score -2.37306e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 196281 members 
Entering Unmasked Estep 
Score: -23730618.000000 Penalty: 6052.960449
	Iteration 35Q: 3 clusters Score -2.373062e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 196299 members 
Entering Unmasked Estep 
Score: -23730636.000000 Penalty: 6052.960449
	Iteration 36Q: 3 clusters Score -2.373064e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 196325 members 
Entering Unmasked Estep 
Score: -23730620.000000 Penalty: 6052.960449
	Iteration 37Q: 3 clusters Score -2.373062e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 196349 members 
Entering Unmasked Estep 
Score: -23730638.000000 Penalty: 6052.960449
	Iteration 38Q: 3 clusters Score -2.373064e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 196368 members 
Entering Unmasked Estep 
Score: -23730644.000000 Penalty: 6052.960449
	Iteration 39Q: 3 clusters Score -2.373064e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 196395 members 
Entering Unmasked Estep 
Score: -23730630.000000 Penalty: 6052.960449
	Iteration 40F: 3 clusters Score -2.373063e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 196412 members 
Entering Unmasked Estep 
Score: -23730654.000000 Penalty: 6052.960449
	Iteration 41Q: 3 clusters Score -2.373065e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 196442 members 
Entering Unmasked Estep 
Score: -23730696.000000 Penalty: 6052.960449
	Iteration 42Q: 3 clusters Score -2.37307e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 196462 members 
Entering Unmasked Estep 
Score: -23730710.000000 Penalty: 6052.960449
	Iteration 43Q: 3 clusters Score -2.373071e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 196476 members 
Entering Unmasked Estep 
Score: -23730692.000000 Penalty: 6052.960449
	Iteration 44Q: 3 clusters Score -2.373069e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 196482 members 
Entering Unmasked Estep 
Score: -23730704.000000 Penalty: 6052.960449
	Iteration 45Q: 3 clusters Score -2.37307e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 196490 members 
Entering Unmasked Estep 
Score: -23730706.000000 Penalty: 6052.960449
	Iteration 46Q: 3 clusters Score -2.373071e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 196502 members 
Entering Unmasked Estep 
Score: -23730704.000000 Penalty: 6052.960449
	Iteration 47Q: 3 clusters Score -2.37307e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 196515 members 
Entering Unmasked Estep 
Score: -23730712.000000 Penalty: 6052.960449
	Iteration 48Q: 3 clusters Score -2.373071e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 196518 members 
Entering Unmasked Estep 
Score: -23730714.000000 Penalty: 6052.960449
	Iteration 49Q: 3 clusters Score -2.373071e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 196523 members 
Entering Unmasked Estep 
Score: -23730706.000000 Penalty: 6052.960449
	Iteration 50Q: 3 clusters Score -2.373071e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 196542 members 
Entering Unmasked Estep 
Score: -23730712.000000 Penalty: 6052.960449
	Iteration 51Q: 3 clusters Score -2.373071e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 196557 members 
Entering Unmasked Estep 
Score: -23730718.000000 Penalty: 6052.960449
	Iteration 52Q: 3 clusters Score -2.373072e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 196583 members 
Entering Unmasked Estep 
Score: -23730740.000000 Penalty: 6052.960449
	Iteration 53Q: 3 clusters Score -2.373074e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 196593 members 
Entering Unmasked Estep 
Score: -23730716.000000 Penalty: 6052.960449
	Iteration 54Q: 3 clusters Score -2.373072e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 196601 members 
Entering Unmasked Estep 
Score: -23730742.000000 Penalty: 6052.960449
	Iteration 55Q: 3 clusters Score -2.373074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 196610 members 
Entering Unmasked Estep 
Score: -23730742.000000 Penalty: 6052.960449
	Iteration 56Q: 3 clusters Score -2.373074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 196624 members 
Entering Unmasked Estep 
Score: -23730758.000000 Penalty: 6052.960449
	Iteration 57Q: 3 clusters Score -2.373076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 196639 members 
Entering Unmasked Estep 
Score: -23730758.000000 Penalty: 6052.960449
	Iteration 58Q: 3 clusters Score -2.373076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 196643 members 
Entering Unmasked Estep 
Score: -23730768.000000 Penalty: 6052.960449
	Iteration 59Q: 3 clusters Score -2.373077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 196649 members 
Entering Unmasked Estep 
Score: -23730792.000000 Penalty: 6052.960449
	Iteration 60F: 3 clusters Score -2.373079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 196655 members 
Entering Unmasked Estep 
Score: -23730782.000000 Penalty: 6052.960449
	Iteration 61Q: 3 clusters Score -2.373078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 196659 members 
Entering Unmasked Estep 
Score: -23730784.000000 Penalty: 6052.960449
	Iteration 62Q: 3 clusters Score -2.373078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 196666 members 
Entering Unmasked Estep 
Score: -23730778.000000 Penalty: 6052.960449
	Iteration 63Q: 3 clusters Score -2.373078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 196665 members 
Entering Unmasked Estep 
Score: -23730786.000000 Penalty: 6052.960449
	Iteration 64Q: 3 clusters Score -2.373079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 196660 members 
Entering Unmasked Estep 
Score: -23730786.000000 Penalty: 6052.960449
	Iteration 65Q: 3 clusters Score -2.373079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 196664 members 
Entering Unmasked Estep 
Score: -23730776.000000 Penalty: 6052.960449
	Iteration 66Q: 3 clusters Score -2.373078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 196668 members 
Entering Unmasked Estep 
Score: -23730772.000000 Penalty: 6052.960449
	Iteration 67Q: 3 clusters Score -2.373077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 196673 members 
Entering Unmasked Estep 
Score: -23730782.000000 Penalty: 6052.960449
	Iteration 68Q: 3 clusters Score -2.373078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 196675 members 
Entering Unmasked Estep 
Score: -23730784.000000 Penalty: 6052.960449
	Iteration 69Q: 3 clusters Score -2.373078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 196673 members 
Entering Unmasked Estep 
Score: -23730790.000000 Penalty: 6052.960449
	Iteration 70Q: 3 clusters Score -2.373079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 196677 members 
Entering Unmasked Estep 
Score: -23730776.000000 Penalty: 6052.960449
	Iteration 71Q: 3 clusters Score -2.373078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 196681 members 
Entering Unmasked Estep 
Score: -23730796.000000 Penalty: 6052.960449
	Iteration 72Q: 3 clusters Score -2.37308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 196682 members 
Entering Unmasked Estep 
Score: -23730794.000000 Penalty: 6052.960449
	Iteration 73Q: 3 clusters Score -2.373079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 196683 members 
Entering Unmasked Estep 
Score: -23730780.000000 Penalty: 6052.960449
	Iteration 74Q: 3 clusters Score -2.373078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 196688 members 
Entering Unmasked Estep 
Score: -23730766.000000 Penalty: 6052.960449
	Iteration 75Q: 3 clusters Score -2.373077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 196692 members 
Entering Unmasked Estep 
Score: -23730784.000000 Penalty: 6052.960449
	Iteration 76Q: 3 clusters Score -2.373078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 196692 members 
Entering Unmasked Estep 
Score: -23730806.000000 Penalty: 6052.960449
	Iteration 77Q: 3 clusters Score -2.373081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 196694 members 
Entering Unmasked Estep 
Score: -23730796.000000 Penalty: 6052.960449
	Iteration 78Q: 3 clusters Score -2.37308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 196692 members 
Entering Unmasked Estep 
Score: -23730786.000000 Penalty: 6052.960449
	Iteration 79Q: 3 clusters Score -2.373079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 196694 members 
Entering Unmasked Estep 
Score: -23730790.000000 Penalty: 6052.960449
	Iteration 80F: 3 clusters Score -2.373079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 196695 members 
Entering Unmasked Estep 
Score: -23730790.000000 Penalty: 6052.960449
	Iteration 81Q: 3 clusters Score -2.373079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 196700 members 
Entering Unmasked Estep 
Score: -23730792.000000 Penalty: 6052.960449
	Iteration 82Q: 3 clusters Score -2.373079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 196703 members 
Entering Unmasked Estep 
Score: -23730792.000000 Penalty: 6052.960449
	Iteration 83Q: 3 clusters Score -2.373079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 196707 members 
Entering Unmasked Estep 
Score: -23730776.000000 Penalty: 6052.960449
	Iteration 84Q: 3 clusters Score -2.373078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 196714 members 
Entering Unmasked Estep 
Score: -23730786.000000 Penalty: 6052.960449
	Iteration 85Q: 3 clusters Score -2.373079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 196717 members 
Entering Unmasked Estep 
Score: -23730794.000000 Penalty: 6052.960449
	Iteration 86Q: 3 clusters Score -2.373079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 196717 members 
Entering Unmasked Estep 
Score: -23730792.000000 Penalty: 6052.960449
	Iteration 87Q: 3 clusters Score -2.373079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 196713 members 
Entering Unmasked Estep 
Score: -23730790.000000 Penalty: 6052.960449
	Iteration 88Q: 3 clusters Score -2.373079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 196712 members 
Entering Unmasked Estep 
Score: -23730788.000000 Penalty: 6052.960449
	Iteration 89Q: 3 clusters Score -2.373079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 196715 members 
Entering Unmasked Estep 
Score: -23730780.000000 Penalty: 6052.960449
	Iteration 90Q: 3 clusters Score -2.373078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 196715 members 
Entering Unmasked Estep 
Score: -23730764.000000 Penalty: 6052.960449
	Iteration 91Q: 3 clusters Score -2.373076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 196717 members 
Entering Unmasked Estep 
Score: -23730772.000000 Penalty: 6052.960449
	Iteration 92Q: 3 clusters Score -2.373077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 196721 members 
Entering Unmasked Estep 
Score: -23730780.000000 Penalty: 6052.960449
	Iteration 93Q: 3 clusters Score -2.373078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 196722 members 
Entering Unmasked Estep 
Score: -23730776.000000 Penalty: 6052.960449
	Iteration 94Q: 3 clusters Score -2.373078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 196722 members 
Entering Unmasked Estep 
Score: -23730778.000000 Penalty: 6052.960449
	Iteration 95Q: 3 clusters Score -2.373078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 196724 members 
Entering Unmasked Estep 
Score: -23730790.000000 Penalty: 6052.960449
	Iteration 96Q: 3 clusters Score -2.373079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 196724 members 
Entering Unmasked Estep 
Score: -23730778.000000 Penalty: 6052.960449
	Iteration 97Q: 3 clusters Score -2.373078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 196726 members 
Entering Unmasked Estep 
Score: -23730784.000000 Penalty: 6052.960449
	Iteration 98Q: 3 clusters Score -2.373078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 196726 members 
Entering Unmasked Estep 
Score: -23730792.000000 Penalty: 6052.960449
	Iteration 99Q: 3 clusters Score -2.373079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 196725 members 
Entering Unmasked Estep 
Score: -23730826.000000 Penalty: 6052.960449
	Iteration 100F: 3 clusters Score -2.373083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 196726 members 
Entering Unmasked Estep 
Score: -23730816.000000 Penalty: 6052.960449
	Iteration 101Q: 3 clusters Score -2.373082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 196726 members 
Entering Unmasked Estep 
Score: -23730808.000000 Penalty: 6052.960449
	Iteration 102Q: 3 clusters Score -2.373081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 196730 members 
Entering Unmasked Estep 
Score: -23730812.000000 Penalty: 6052.960449
	Iteration 103Q: 3 clusters Score -2.373081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 196729 members 
Entering Unmasked Estep 
Score: -23730812.000000 Penalty: 6052.960449
	Iteration 104Q: 3 clusters Score -2.373081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 196734 members 
Entering Unmasked Estep 
Score: -23730826.000000 Penalty: 6052.960449
	Iteration 105Q: 3 clusters Score -2.373083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 196736 members 
Entering Unmasked Estep 
Score: -23730814.000000 Penalty: 6052.960449
	Iteration 106Q: 3 clusters Score -2.373081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 196740 members 
Entering Unmasked Estep 
Score: -23730830.000000 Penalty: 6052.960449
	Iteration 107Q: 3 clusters Score -2.373083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 196749 members 
Entering Unmasked Estep 
Score: -23730804.000000 Penalty: 6052.960449
	Iteration 108Q: 3 clusters Score -2.37308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 196751 members 
Entering Unmasked Estep 
Score: -23730814.000000 Penalty: 6052.960449
	Iteration 109Q: 3 clusters Score -2.373081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 196755 members 
Entering Unmasked Estep 
Score: -23730804.000000 Penalty: 6052.960449
	Iteration 110Q: 3 clusters Score -2.37308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 196756 members 
Entering Unmasked Estep 
Score: -23730808.000000 Penalty: 6052.960449
	Iteration 111Q: 3 clusters Score -2.373081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 196758 members 
Entering Unmasked Estep 
Score: -23730808.000000 Penalty: 6052.960449
	Iteration 112Q: 3 clusters Score -2.373081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 196756 members 
Entering Unmasked Estep 
Score: -23730818.000000 Penalty: 6052.960449
	Iteration 113Q: 3 clusters Score -2.373082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 196759 members 
Entering Unmasked Estep 
Score: -23730822.000000 Penalty: 6052.960449
	Iteration 114Q: 3 clusters Score -2.373082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 196759 members 
Entering Unmasked Estep 
Score: -23730804.000000 Penalty: 6052.960449
	Iteration 115Q: 3 clusters Score -2.37308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 196760 members 
Entering Unmasked Estep 
Score: -23730810.000000 Penalty: 6052.960449
	Iteration 116Q: 3 clusters Score -2.373081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 196762 members 
Entering Unmasked Estep 
Score: -23730804.000000 Penalty: 6052.960449
	Iteration 117Q: 3 clusters Score -2.37308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 196766 members 
Entering Unmasked Estep 
Score: -23730784.000000 Penalty: 6052.960449
	Iteration 118Q: 3 clusters Score -2.373078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 196767 members 
Entering Unmasked Estep 
Score: -23730796.000000 Penalty: 6052.960449
	Iteration 119Q: 3 clusters Score -2.37308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 196770 members 
Entering Unmasked Estep 
Score: -23730802.000000 Penalty: 6052.960449
	Iteration 120F: 3 clusters Score -2.37308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 196772 members 
Entering Unmasked Estep 
Score: -23730802.000000 Penalty: 6052.960449
	Iteration 121Q: 3 clusters Score -2.37308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 196772 members 
Entering Unmasked Estep 
Score: -23730796.000000 Penalty: 6052.960449
	Iteration 122Q: 3 clusters Score -2.37308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 196773 members 
Entering Unmasked Estep 
Score: -23730806.000000 Penalty: 6052.960449
	Iteration 123Q: 3 clusters Score -2.373081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 196773 members 
Entering Unmasked Estep 
Score: -23730794.000000 Penalty: 6052.960449
	Iteration 124Q: 3 clusters Score -2.373079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 196773 members 
Entering Unmasked Estep 
Score: -23730802.000000 Penalty: 6052.960449
	Iteration 125Q: 3 clusters Score -2.37308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 196772 members 
Entering Unmasked Estep 
Score: -23730806.000000 Penalty: 6052.960449
	Iteration 126Q: 3 clusters Score -2.373081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 196770 members 
Entering Unmasked Estep 
Score: -23730806.000000 Penalty: 6052.960449
	Iteration 127Q: 3 clusters Score -2.373081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 196770 members 
Entering Unmasked Estep 
Score: -23730806.000000 Penalty: 6052.960449
	Iteration 128F: 3 clusters Score -2.373081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (164534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164534 members 
Entering Unmasked Estep 
Score: -19514262.000000 Penalty: 2978.696533
	Iteration 0F: 2 clusters Score -1.951426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -19405900.000000 Penalty: 5957.393066
	Iteration 0F: 3 clusters Score -1.94059e+07 nChanged 78830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79155 members 
Mstep: Class 2 contains 85379 members 
Entering Unmasked Estep 
Score: -19452292.000000 Penalty: 5957.393066
	Iteration 1F: 3 clusters Score -1.945229e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 87151 members 
Entering Unmasked Estep 
Score: -19453898.000000 Penalty: 5957.393066
	Iteration 2Q: 3 clusters Score -1.94539e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 89712 members 
Entering Unmasked Estep 
Score: -19455924.000000 Penalty: 5957.393066
	Iteration 3Q: 3 clusters Score -1.945592e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -19458914.000000 Penalty: 5957.393066
	Iteration 4Q: 3 clusters Score -1.945891e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -19463458.000000 Penalty: 5957.393066
	Iteration 5Q: 3 clusters Score -1.946346e+07 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 104965 members 
Entering Unmasked Estep 
Score: -19469692.000000 Penalty: 5957.393066
	Iteration 6F: 3 clusters Score -1.946969e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 112421 members 
Entering Unmasked Estep 
Score: -19477530.000000 Penalty: 5957.393066
	Iteration 7F: 3 clusters Score -1.947753e+07 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 119970 members 
Entering Unmasked Estep 
Score: -19485920.000000 Penalty: 5957.393066
	Iteration 8F: 3 clusters Score -1.948592e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 126414 members 
Entering Unmasked Estep 
Score: -19492708.000000 Penalty: 5957.393066
	Iteration 9F: 3 clusters Score -1.949271e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 131422 members 
Entering Unmasked Estep 
Score: -19497662.000000 Penalty: 5957.393066
	Iteration 10Q: 3 clusters Score -1.949766e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 135418 members 
Entering Unmasked Estep 
Score: -19500874.000000 Penalty: 5957.393066
	Iteration 11Q: 3 clusters Score -1.950087e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 138717 members 
Entering Unmasked Estep 
Score: -19503128.000000 Penalty: 5957.393066
	Iteration 12Q: 3 clusters Score -1.950313e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 141558 members 
Entering Unmasked Estep 
Score: -19504724.000000 Penalty: 5957.393066
	Iteration 13Q: 3 clusters Score -1.950472e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 144044 members 
Entering Unmasked Estep 
Score: -19506080.000000 Penalty: 5957.393066
	Iteration 14Q: 3 clusters Score -1.950608e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 146301 members 
Entering Unmasked Estep 
Score: -19507286.000000 Penalty: 5957.393066
	Iteration 15Q: 3 clusters Score -1.950729e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 148178 members 
Entering Unmasked Estep 
Score: -19508348.000000 Penalty: 5957.393066
	Iteration 16Q: 3 clusters Score -1.950835e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 149822 members 
Entering Unmasked Estep 
Score: -19509278.000000 Penalty: 5957.393066
	Iteration 17Q: 3 clusters Score -1.950928e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 151277 members 
Entering Unmasked Estep 
Score: -19510006.000000 Penalty: 5957.393066
	Iteration 18Q: 3 clusters Score -1.951001e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 152502 members 
Entering Unmasked Estep 
Score: -19510512.000000 Penalty: 5957.393066
	Iteration 19Q: 3 clusters Score -1.951051e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -19510988.000000 Penalty: 5957.393066
	Iteration 20F: 3 clusters Score -1.951099e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 154364 members 
Entering Unmasked Estep 
Score: -19511184.000000 Penalty: 5957.393066
	Iteration 21Q: 3 clusters Score -1.951118e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 155054 members 
Entering Unmasked Estep 
Score: -19511360.000000 Penalty: 5957.393066
	Iteration 22Q: 3 clusters Score -1.951136e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 155680 members 
Entering Unmasked Estep 
Score: -19511462.000000 Penalty: 5957.393066
	Iteration 23Q: 3 clusters Score -1.951146e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 156246 members 
Entering Unmasked Estep 
Score: -19511576.000000 Penalty: 5957.393066
	Iteration 24Q: 3 clusters Score -1.951158e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 156719 members 
Entering Unmasked Estep 
Score: -19511712.000000 Penalty: 5957.393066
	Iteration 25Q: 3 clusters Score -1.951171e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 157132 members 
Entering Unmasked Estep 
Score: -19511782.000000 Penalty: 5957.393066
	Iteration 26Q: 3 clusters Score -1.951178e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 157501 members 
Entering Unmasked Estep 
Score: -19511872.000000 Penalty: 5957.393066
	Iteration 27Q: 3 clusters Score -1.951187e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 157822 members 
Entering Unmasked Estep 
Score: -19511926.000000 Penalty: 5957.393066
	Iteration 28Q: 3 clusters Score -1.951193e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 158097 members 
Entering Unmasked Estep 
Score: -19511930.000000 Penalty: 5957.393066
	Iteration 29Q: 3 clusters Score -1.951193e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 158342 members 
Entering Unmasked Estep 
Score: -19511958.000000 Penalty: 5957.393066
	Iteration 30Q: 3 clusters Score -1.951196e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 158538 members 
Entering Unmasked Estep 
Score: -19512000.000000 Penalty: 5957.393066
	Iteration 31Q: 3 clusters Score -1.9512e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 158741 members 
Entering Unmasked Estep 
Score: -19512054.000000 Penalty: 5957.393066
	Iteration 32Q: 3 clusters Score -1.951205e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 158931 members 
Entering Unmasked Estep 
Score: -19512080.000000 Penalty: 5957.393066
	Iteration 33Q: 3 clusters Score -1.951208e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 159117 members 
Entering Unmasked Estep 
Score: -19512098.000000 Penalty: 5957.393066
	Iteration 34Q: 3 clusters Score -1.95121e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 159289 members 
Entering Unmasked Estep 
Score: -19512086.000000 Penalty: 5957.393066
	Iteration 35Q: 3 clusters Score -1.951209e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 159461 members 
Entering Unmasked Estep 
Score: -19512148.000000 Penalty: 5957.393066
	Iteration 36Q: 3 clusters Score -1.951215e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 159632 members 
Entering Unmasked Estep 
Score: -19512232.000000 Penalty: 5957.393066
	Iteration 37Q: 3 clusters Score -1.951223e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 159801 members 
Entering Unmasked Estep 
Score: -19512228.000000 Penalty: 5957.393066
	Iteration 38Q: 3 clusters Score -1.951223e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 159948 members 
Entering Unmasked Estep 
Score: -19512224.000000 Penalty: 5957.393066
	Iteration 39Q: 3 clusters Score -1.951222e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 160080 members 
Entering Unmasked Estep 
Score: -19512270.000000 Penalty: 5957.393066
	Iteration 40F: 3 clusters Score -1.951227e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 160190 members 
Entering Unmasked Estep 
Score: -19512298.000000 Penalty: 5957.393066
	Iteration 41Q: 3 clusters Score -1.95123e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 160314 members 
Entering Unmasked Estep 
Score: -19512392.000000 Penalty: 5957.393066
	Iteration 42Q: 3 clusters Score -1.951239e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 160410 members 
Entering Unmasked Estep 
Score: -19512410.000000 Penalty: 5957.393066
	Iteration 43Q: 3 clusters Score -1.951241e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 160488 members 
Entering Unmasked Estep 
Score: -19512454.000000 Penalty: 5957.393066
	Iteration 44Q: 3 clusters Score -1.951245e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 160553 members 
Entering Unmasked Estep 
Score: -19512436.000000 Penalty: 5957.393066
	Iteration 45Q: 3 clusters Score -1.951244e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 160611 members 
Entering Unmasked Estep 
Score: -19512456.000000 Penalty: 5957.393066
	Iteration 46Q: 3 clusters Score -1.951246e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 160659 members 
Entering Unmasked Estep 
Score: -19512462.000000 Penalty: 5957.393066
	Iteration 47Q: 3 clusters Score -1.951246e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 160696 members 
Entering Unmasked Estep 
Score: -19512464.000000 Penalty: 5957.393066
	Iteration 48Q: 3 clusters Score -1.951246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 160727 members 
Entering Unmasked Estep 
Score: -19512496.000000 Penalty: 5957.393066
	Iteration 49Q: 3 clusters Score -1.95125e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 160763 members 
Entering Unmasked Estep 
Score: -19512486.000000 Penalty: 5957.393066
	Iteration 50Q: 3 clusters Score -1.951249e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 160791 members 
Entering Unmasked Estep 
Score: -19512474.000000 Penalty: 5957.393066
	Iteration 51Q: 3 clusters Score -1.951247e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 160826 members 
Entering Unmasked Estep 
Score: -19512486.000000 Penalty: 5957.393066
	Iteration 52Q: 3 clusters Score -1.951249e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 160858 members 
Entering Unmasked Estep 
Score: -19512470.000000 Penalty: 5957.393066
	Iteration 53Q: 3 clusters Score -1.951247e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 160887 members 
Entering Unmasked Estep 
Score: -19512476.000000 Penalty: 5957.393066
	Iteration 54Q: 3 clusters Score -1.951248e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 160919 members 
Entering Unmasked Estep 
Score: -19512496.000000 Penalty: 5957.393066
	Iteration 55Q: 3 clusters Score -1.95125e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 160944 members 
Entering Unmasked Estep 
Score: -19512500.000000 Penalty: 5957.393066
	Iteration 56Q: 3 clusters Score -1.95125e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 160980 members 
Entering Unmasked Estep 
Score: -19512522.000000 Penalty: 5957.393066
	Iteration 57Q: 3 clusters Score -1.951252e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 161011 members 
Entering Unmasked Estep 
Score: -19512492.000000 Penalty: 5957.393066
	Iteration 58Q: 3 clusters Score -1.951249e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 161046 members 
Entering Unmasked Estep 
Score: -19512492.000000 Penalty: 5957.393066
	Iteration 59Q: 3 clusters Score -1.951249e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 161075 members 
Entering Unmasked Estep 
Score: -19512522.000000 Penalty: 5957.393066
	Iteration 60F: 3 clusters Score -1.951252e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 161101 members 
Entering Unmasked Estep 
Score: -19512510.000000 Penalty: 5957.393066
	Iteration 61Q: 3 clusters Score -1.951251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 161127 members 
Entering Unmasked Estep 
Score: -19512494.000000 Penalty: 5957.393066
	Iteration 62Q: 3 clusters Score -1.951249e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 161150 members 
Entering Unmasked Estep 
Score: -19512510.000000 Penalty: 5957.393066
	Iteration 63Q: 3 clusters Score -1.951251e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 161170 members 
Entering Unmasked Estep 
Score: -19512492.000000 Penalty: 5957.393066
	Iteration 64Q: 3 clusters Score -1.951249e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 161187 members 
Entering Unmasked Estep 
Score: -19512490.000000 Penalty: 5957.393066
	Iteration 65Q: 3 clusters Score -1.951249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 161199 members 
Entering Unmasked Estep 
Score: -19512480.000000 Penalty: 5957.393066
	Iteration 66Q: 3 clusters Score -1.951248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 161212 members 
Entering Unmasked Estep 
Score: -19512474.000000 Penalty: 5957.393066
	Iteration 67Q: 3 clusters Score -1.951247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 161223 members 
Entering Unmasked Estep 
Score: -19512474.000000 Penalty: 5957.393066
	Iteration 68Q: 3 clusters Score -1.951247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 161237 members 
Entering Unmasked Estep 
Score: -19512468.000000 Penalty: 5957.393066
	Iteration 69Q: 3 clusters Score -1.951247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 161252 members 
Entering Unmasked Estep 
Score: -19512456.000000 Penalty: 5957.393066
	Iteration 70Q: 3 clusters Score -1.951246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 161269 members 
Entering Unmasked Estep 
Score: -19512440.000000 Penalty: 5957.393066
	Iteration 71Q: 3 clusters Score -1.951244e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 161289 members 
Entering Unmasked Estep 
Score: -19512448.000000 Penalty: 5957.393066
	Iteration 72Q: 3 clusters Score -1.951245e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 161313 members 
Entering Unmasked Estep 
Score: -19512478.000000 Penalty: 5957.393066
	Iteration 73Q: 3 clusters Score -1.951248e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 161343 members 
Entering Unmasked Estep 
Score: -19512482.000000 Penalty: 5957.393066
	Iteration 74Q: 3 clusters Score -1.951248e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 161377 members 
Entering Unmasked Estep 
Score: -19512464.000000 Penalty: 5957.393066
	Iteration 75Q: 3 clusters Score -1.951246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 161402 members 
Entering Unmasked Estep 
Score: -19512476.000000 Penalty: 5957.393066
	Iteration 76Q: 3 clusters Score -1.951248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 161421 members 
Entering Unmasked Estep 
Score: -19512480.000000 Penalty: 5957.393066
	Iteration 77Q: 3 clusters Score -1.951248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 161448 members 
Entering Unmasked Estep 
Score: -19512508.000000 Penalty: 5957.393066
	Iteration 78Q: 3 clusters Score -1.951251e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 161467 members 
Entering Unmasked Estep 
Score: -19512496.000000 Penalty: 5957.393066
	Iteration 79Q: 3 clusters Score -1.95125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 161486 members 
Entering Unmasked Estep 
Score: -19512506.000000 Penalty: 5957.393066
	Iteration 80F: 3 clusters Score -1.951251e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 161506 members 
Entering Unmasked Estep 
Score: -19512514.000000 Penalty: 5957.393066
	Iteration 81Q: 3 clusters Score -1.951251e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 161526 members 
Entering Unmasked Estep 
Score: -19512540.000000 Penalty: 5957.393066
	Iteration 82Q: 3 clusters Score -1.951254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 161535 members 
Entering Unmasked Estep 
Score: -19512542.000000 Penalty: 5957.393066
	Iteration 83Q: 3 clusters Score -1.951254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 161541 members 
Entering Unmasked Estep 
Score: -19512550.000000 Penalty: 5957.393066
	Iteration 84Q: 3 clusters Score -1.951255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 161550 members 
Entering Unmasked Estep 
Score: -19512544.000000 Penalty: 5957.393066
	Iteration 85Q: 3 clusters Score -1.951254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 161560 members 
Entering Unmasked Estep 
Score: -19512538.000000 Penalty: 5957.393066
	Iteration 86Q: 3 clusters Score -1.951254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 161565 members 
Entering Unmasked Estep 
Score: -19512536.000000 Penalty: 5957.393066
	Iteration 87Q: 3 clusters Score -1.951254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 161566 members 
Entering Unmasked Estep 
Score: -19512570.000000 Penalty: 5957.393066
	Iteration 88Q: 3 clusters Score -1.951257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 161571 members 
Entering Unmasked Estep 
Score: -19512560.000000 Penalty: 5957.393066
	Iteration 89Q: 3 clusters Score -1.951256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 161580 members 
Entering Unmasked Estep 
Score: -19512542.000000 Penalty: 5957.393066
	Iteration 90Q: 3 clusters Score -1.951254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 161590 members 
Entering Unmasked Estep 
Score: -19512524.000000 Penalty: 5957.393066
	Iteration 91Q: 3 clusters Score -1.951252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 161600 members 
Entering Unmasked Estep 
Score: -19512522.000000 Penalty: 5957.393066
	Iteration 92Q: 3 clusters Score -1.951252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 161606 members 
Entering Unmasked Estep 
Score: -19512520.000000 Penalty: 5957.393066
	Iteration 93Q: 3 clusters Score -1.951252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 161609 members 
Entering Unmasked Estep 
Score: -19512500.000000 Penalty: 5957.393066
	Iteration 94Q: 3 clusters Score -1.95125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 161615 members 
Entering Unmasked Estep 
Score: -19512514.000000 Penalty: 5957.393066
	Iteration 95Q: 3 clusters Score -1.951251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 161620 members 
Entering Unmasked Estep 
Score: -19512522.000000 Penalty: 5957.393066
	Iteration 96Q: 3 clusters Score -1.951252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 161626 members 
Entering Unmasked Estep 
Score: -19512514.000000 Penalty: 5957.393066
	Iteration 97Q: 3 clusters Score -1.951251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 161634 members 
Entering Unmasked Estep 
Score: -19512518.000000 Penalty: 5957.393066
	Iteration 98Q: 3 clusters Score -1.951252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 161637 members 
Entering Unmasked Estep 
Score: -19512526.000000 Penalty: 5957.393066
	Iteration 99Q: 3 clusters Score -1.951253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 161647 members 
Entering Unmasked Estep 
Score: -19512526.000000 Penalty: 5957.393066
	Iteration 100F: 3 clusters Score -1.951253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 161655 members 
Entering Unmasked Estep 
Score: -19512522.000000 Penalty: 5957.393066
	Iteration 101Q: 3 clusters Score -1.951252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 161659 members 
Entering Unmasked Estep 
Score: -19512534.000000 Penalty: 5957.393066
	Iteration 102Q: 3 clusters Score -1.951253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 161662 members 
Entering Unmasked Estep 
Score: -19512530.000000 Penalty: 5957.393066
	Iteration 103Q: 3 clusters Score -1.951253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 161665 members 
Entering Unmasked Estep 
Score: -19512524.000000 Penalty: 5957.393066
	Iteration 104Q: 3 clusters Score -1.951252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 161665 members 
Entering Unmasked Estep 
Score: -19512534.000000 Penalty: 5957.393066
	Iteration 105Q: 3 clusters Score -1.951253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 161669 members 
Entering Unmasked Estep 
Score: -19512514.000000 Penalty: 5957.393066
	Iteration 106Q: 3 clusters Score -1.951251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 161674 members 
Entering Unmasked Estep 
Score: -19512520.000000 Penalty: 5957.393066
	Iteration 107Q: 3 clusters Score -1.951252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 161678 members 
Entering Unmasked Estep 
Score: -19512528.000000 Penalty: 5957.393066
	Iteration 108Q: 3 clusters Score -1.951253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 161682 members 
Entering Unmasked Estep 
Score: -19512514.000000 Penalty: 5957.393066
	Iteration 109Q: 3 clusters Score -1.951251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 161687 members 
Entering Unmasked Estep 
Score: -19512530.000000 Penalty: 5957.393066
	Iteration 110Q: 3 clusters Score -1.951253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 161691 members 
Entering Unmasked Estep 
Score: -19512534.000000 Penalty: 5957.393066
	Iteration 111Q: 3 clusters Score -1.951253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 161695 members 
Entering Unmasked Estep 
Score: -19512534.000000 Penalty: 5957.393066
	Iteration 112Q: 3 clusters Score -1.951253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 161702 members 
Entering Unmasked Estep 
Score: -19512532.000000 Penalty: 5957.393066
	Iteration 113Q: 3 clusters Score -1.951253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 161709 members 
Entering Unmasked Estep 
Score: -19512512.000000 Penalty: 5957.393066
	Iteration 114Q: 3 clusters Score -1.951251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 161715 members 
Entering Unmasked Estep 
Score: -19512528.000000 Penalty: 5957.393066
	Iteration 115Q: 3 clusters Score -1.951253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 161721 members 
Entering Unmasked Estep 
Score: -19512526.000000 Penalty: 5957.393066
	Iteration 116Q: 3 clusters Score -1.951253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 161724 members 
Entering Unmasked Estep 
Score: -19512520.000000 Penalty: 5957.393066
	Iteration 117Q: 3 clusters Score -1.951252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 161730 members 
Entering Unmasked Estep 
Score: -19512530.000000 Penalty: 5957.393066
	Iteration 118Q: 3 clusters Score -1.951253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 161734 members 
Entering Unmasked Estep 
Score: -19512532.000000 Penalty: 5957.393066
	Iteration 119Q: 3 clusters Score -1.951253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 161738 members 
Entering Unmasked Estep 
Score: -19512526.000000 Penalty: 5957.393066
	Iteration 120F: 3 clusters Score -1.951253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 161740 members 
Entering Unmasked Estep 
Score: -19512534.000000 Penalty: 5957.393066
	Iteration 121Q: 3 clusters Score -1.951253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 161741 members 
Entering Unmasked Estep 
Score: -19512528.000000 Penalty: 5957.393066
	Iteration 122Q: 3 clusters Score -1.951253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 161742 members 
Entering Unmasked Estep 
Score: -19512526.000000 Penalty: 5957.393066
	Iteration 123Q: 3 clusters Score -1.951253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 161742 members 
Entering Unmasked Estep 
Score: -19512526.000000 Penalty: 5957.393066
	Iteration 124F: 3 clusters Score -1.951253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Entering Unmasked Estep 
Score: -2373246.000000 Penalty: 2457.942383
	Iteration 0F: 2 clusters Score -2373246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2358983.250000 Penalty: 4915.884766
	Iteration 0F: 3 clusters Score -2358983 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2364008.250000 Penalty: 4915.884766
	Iteration 1F: 3 clusters Score -2364008 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2364464.750000 Penalty: 4915.884766
	Iteration 2F: 3 clusters Score -2364465 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2364918.000000 Penalty: 4915.884766
	Iteration 3F: 3 clusters Score -2364918 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2365428.250000 Penalty: 4915.884766
	Iteration 4Q: 3 clusters Score -2365428 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2366035.250000 Penalty: 4915.884766
	Iteration 5F: 3 clusters Score -2366035 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2366742.750000 Penalty: 4915.884766
	Iteration 6F: 3 clusters Score -2366743 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2367435.250000 Penalty: 4915.884766
	Iteration 7F: 3 clusters Score -2367435 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2367995.250000 Penalty: 4915.884766
	Iteration 8F: 3 clusters Score -2367995 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2368455.750000 Penalty: 4915.884766
	Iteration 9Q: 3 clusters Score -2368456 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2368812.750000 Penalty: 4915.884766
	Iteration 10Q: 3 clusters Score -2368813 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2369034.000000 Penalty: 4915.884766
	Iteration 11Q: 3 clusters Score -2369034 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2369180.250000 Penalty: 4915.884766
	Iteration 12Q: 3 clusters Score -2369180 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2369261.000000 Penalty: 4915.884766
	Iteration 13Q: 3 clusters Score -2369261 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2369318.250000 Penalty: 4915.884766
	Iteration 14Q: 3 clusters Score -2369318 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2369378.500000 Penalty: 4915.884766
	Iteration 15Q: 3 clusters Score -2369378 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2369425.750000 Penalty: 4915.884766
	Iteration 16Q: 3 clusters Score -2369426 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2369475.000000 Penalty: 4915.884766
	Iteration 17Q: 3 clusters Score -2369475 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2369527.750000 Penalty: 4915.884766
	Iteration 18Q: 3 clusters Score -2369528 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2369592.250000 Penalty: 4915.884766
	Iteration 19Q: 3 clusters Score -2369592 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2369690.750000 Penalty: 4915.884766
	Iteration 20F: 3 clusters Score -2369691 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2369795.250000 Penalty: 4915.884766
	Iteration 21Q: 3 clusters Score -2369795 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2369986.250000 Penalty: 4915.884766
	Iteration 22Q: 3 clusters Score -2369986 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2370205.750000 Penalty: 4915.884766
	Iteration 23Q: 3 clusters Score -2370206 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2370453.250000 Penalty: 4915.884766
	Iteration 24Q: 3 clusters Score -2370453 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2370707.250000 Penalty: 4915.884766
	Iteration 25Q: 3 clusters Score -2370707 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2370936.000000 Penalty: 4915.884766
	Iteration 26Q: 3 clusters Score -2370936 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2371133.500000 Penalty: 4915.884766
	Iteration 27Q: 3 clusters Score -2371134 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2371309.250000 Penalty: 4915.884766
	Iteration 28Q: 3 clusters Score -2371309 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2371482.000000 Penalty: 4915.884766
	Iteration 29Q: 3 clusters Score -2371482 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2371636.000000 Penalty: 4915.884766
	Iteration 30Q: 3 clusters Score -2371636 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2371745.250000 Penalty: 4915.884766
	Iteration 31Q: 3 clusters Score -2371745 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2371831.000000 Penalty: 4915.884766
	Iteration 32Q: 3 clusters Score -2371831 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2371875.000000 Penalty: 4915.884766
	Iteration 33Q: 3 clusters Score -2371875 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2371905.750000 Penalty: 4915.884766
	Iteration 34Q: 3 clusters Score -2371906 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2371936.500000 Penalty: 4915.884766
	Iteration 35Q: 3 clusters Score -2371936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2371957.500000 Penalty: 4915.884766
	Iteration 36Q: 3 clusters Score -2371958 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2371969.500000 Penalty: 4915.884766
	Iteration 37Q: 3 clusters Score -2371970 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2371980.250000 Penalty: 4915.884766
	Iteration 38Q: 3 clusters Score -2371980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2371991.000000 Penalty: 4915.884766
	Iteration 39Q: 3 clusters Score -2371991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2372008.750000 Penalty: 4915.884766
	Iteration 40F: 3 clusters Score -2372009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2372002.250000 Penalty: 4915.884766
	Iteration 41Q: 3 clusters Score -2372002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2372005.000000 Penalty: 4915.884766
	Iteration 42Q: 3 clusters Score -2372005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2372006.250000 Penalty: 4915.884766
	Iteration 43Q: 3 clusters Score -2372006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2372008.750000 Penalty: 4915.884766
	Iteration 44Q: 3 clusters Score -2372009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2372007.000000 Penalty: 4915.884766
	Iteration 45Q: 3 clusters Score -2372007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2372013.500000 Penalty: 4915.884766
	Iteration 46Q: 3 clusters Score -2372014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2372006.250000 Penalty: 4915.884766
	Iteration 47Q: 3 clusters Score -2372006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2372004.250000 Penalty: 4915.884766
	Iteration 48Q: 3 clusters Score -2372004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2372009.250000 Penalty: 4915.884766
	Iteration 49Q: 3 clusters Score -2372009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2372014.750000 Penalty: 4915.884766
	Iteration 50Q: 3 clusters Score -2372015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2372010.250000 Penalty: 4915.884766
	Iteration 51Q: 3 clusters Score -2372010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2372013.000000 Penalty: 4915.884766
	Iteration 52Q: 3 clusters Score -2372013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2372014.250000 Penalty: 4915.884766
	Iteration 53Q: 3 clusters Score -2372014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2372022.250000 Penalty: 4915.884766
	Iteration 54Q: 3 clusters Score -2372022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2372019.750000 Penalty: 4915.884766
	Iteration 55Q: 3 clusters Score -2372020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2372019.250000 Penalty: 4915.884766
	Iteration 56Q: 3 clusters Score -2372019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2372015.750000 Penalty: 4915.884766
	Iteration 57Q: 3 clusters Score -2372016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2372019.750000 Penalty: 4915.884766
	Iteration 58Q: 3 clusters Score -2372020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2372024.000000 Penalty: 4915.884766
	Iteration 59Q: 3 clusters Score -2372024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2372028.500000 Penalty: 4915.884766
	Iteration 60F: 3 clusters Score -2372028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2372025.500000 Penalty: 4915.884766
	Iteration 61Q: 3 clusters Score -2372026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2372026.750000 Penalty: 4915.884766
	Iteration 62Q: 3 clusters Score -2372027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2372027.750000 Penalty: 4915.884766
	Iteration 63Q: 3 clusters Score -2372028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2372026.750000 Penalty: 4915.884766
	Iteration 64Q: 3 clusters Score -2372027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2372032.000000 Penalty: 4915.884766
	Iteration 65Q: 3 clusters Score -2372032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2372029.500000 Penalty: 4915.884766
	Iteration 66Q: 3 clusters Score -2372030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2372025.250000 Penalty: 4915.884766
	Iteration 67Q: 3 clusters Score -2372025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2372026.750000 Penalty: 4915.884766
	Iteration 68Q: 3 clusters Score -2372027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2372026.500000 Penalty: 4915.884766
	Iteration 69Q: 3 clusters Score -2372026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2372024.750000 Penalty: 4915.884766
	Iteration 70Q: 3 clusters Score -2372025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2372027.750000 Penalty: 4915.884766
	Iteration 71Q: 3 clusters Score -2372028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2372027.750000 Penalty: 4915.884766
	Iteration 72F: 3 clusters Score -2372028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Entering Unmasked Estep 
Score: -3463728.750000 Penalty: 2557.231445
	Iteration 0F: 2 clusters Score -3463729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3443125.250000 Penalty: 5114.462891
	Iteration 0F: 3 clusters Score -3443125 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3451059.500000 Penalty: 5114.462891
	Iteration 1F: 3 clusters Score -3451060 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3452207.500000 Penalty: 5114.462891
	Iteration 2F: 3 clusters Score -3452208 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3454011.000000 Penalty: 5114.462891
	Iteration 3F: 3 clusters Score -3454011 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3456489.250000 Penalty: 5114.462891
	Iteration 4F: 3 clusters Score -3456489 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3459630.000000 Penalty: 5114.462891
	Iteration 5F: 3 clusters Score -3459630 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3462719.750000 Penalty: 5114.462891
	Iteration 6F: 3 clusters Score -3462720 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3464775.250000 Penalty: 5114.462891
	Iteration 7F: 3 clusters Score -3464775 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3465742.750000 Penalty: 5114.462891
	Iteration 8Q: 3 clusters Score -3465743 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3466386.500000 Penalty: 5114.462891
	Iteration 9Q: 3 clusters Score -3466386 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3466925.500000 Penalty: 5114.462891
	Iteration 10Q: 3 clusters Score -3466926 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -3467300.750000 Penalty: 5114.462891
	Iteration 11Q: 3 clusters Score -3467301 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3467488.500000 Penalty: 5114.462891
	Iteration 12Q: 3 clusters Score -3467488 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3467572.250000 Penalty: 5114.462891
	Iteration 13Q: 3 clusters Score -3467572 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3467633.250000 Penalty: 5114.462891
	Iteration 14Q: 3 clusters Score -3467633 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3467682.750000 Penalty: 5114.462891
	Iteration 15Q: 3 clusters Score -3467683 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -3467700.000000 Penalty: 5114.462891
	Iteration 16Q: 3 clusters Score -3467700 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3467722.500000 Penalty: 5114.462891
	Iteration 17Q: 3 clusters Score -3467722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -3467735.000000 Penalty: 5114.462891
	Iteration 18Q: 3 clusters Score -3467735 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3467747.000000 Penalty: 5114.462891
	Iteration 19Q: 3 clusters Score -3467747 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3467756.750000 Penalty: 5114.462891
	Iteration 20F: 3 clusters Score -3467757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -3467770.500000 Penalty: 5114.462891
	Iteration 21Q: 3 clusters Score -3467770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3467791.000000 Penalty: 5114.462891
	Iteration 22Q: 3 clusters Score -3467791 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3467789.000000 Penalty: 5114.462891
	Iteration 23Q: 3 clusters Score -3467789 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3467800.000000 Penalty: 5114.462891
	Iteration 24Q: 3 clusters Score -3467800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -3467823.000000 Penalty: 5114.462891
	Iteration 25Q: 3 clusters Score -3467823 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3467842.000000 Penalty: 5114.462891
	Iteration 26Q: 3 clusters Score -3467842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3467852.000000 Penalty: 5114.462891
	Iteration 27Q: 3 clusters Score -3467852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3467855.250000 Penalty: 5114.462891
	Iteration 28Q: 3 clusters Score -3467855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3467867.500000 Penalty: 5114.462891
	Iteration 29Q: 3 clusters Score -3467868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3467863.250000 Penalty: 5114.462891
	Iteration 30Q: 3 clusters Score -3467863 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3467868.750000 Penalty: 5114.462891
	Iteration 31Q: 3 clusters Score -3467869 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3467880.000000 Penalty: 5114.462891
	Iteration 32Q: 3 clusters Score -3467880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3467879.750000 Penalty: 5114.462891
	Iteration 33Q: 3 clusters Score -3467880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3467889.250000 Penalty: 5114.462891
	Iteration 34Q: 3 clusters Score -3467889 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3467895.750000 Penalty: 5114.462891
	Iteration 35Q: 3 clusters Score -3467896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3467904.250000 Penalty: 5114.462891
	Iteration 36Q: 3 clusters Score -3467904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3467912.500000 Penalty: 5114.462891
	Iteration 37Q: 3 clusters Score -3467912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3467917.250000 Penalty: 5114.462891
	Iteration 38Q: 3 clusters Score -3467917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3467920.250000 Penalty: 5114.462891
	Iteration 39Q: 3 clusters Score -3467920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3467923.250000 Penalty: 5114.462891
	Iteration 40F: 3 clusters Score -3467923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3467930.250000 Penalty: 5114.462891
	Iteration 41Q: 3 clusters Score -3467930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3467927.500000 Penalty: 5114.462891
	Iteration 42Q: 3 clusters Score -3467928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3467927.000000 Penalty: 5114.462891
	Iteration 43Q: 3 clusters Score -3467927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3467927.000000 Penalty: 5114.462891
	Iteration 44Q: 3 clusters Score -3467927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3467927.750000 Penalty: 5114.462891
	Iteration 45Q: 3 clusters Score -3467928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3467933.000000 Penalty: 5114.462891
	Iteration 46Q: 3 clusters Score -3467933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3467933.250000 Penalty: 5114.462891
	Iteration 47Q: 3 clusters Score -3467933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3467938.500000 Penalty: 5114.462891
	Iteration 48Q: 3 clusters Score -3467938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3467939.000000 Penalty: 5114.462891
	Iteration 49Q: 3 clusters Score -3467939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3467940.750000 Penalty: 5114.462891
	Iteration 50Q: 3 clusters Score -3467941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3467939.000000 Penalty: 5114.462891
	Iteration 51Q: 3 clusters Score -3467939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3467942.250000 Penalty: 5114.462891
	Iteration 52Q: 3 clusters Score -3467942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3467941.750000 Penalty: 5114.462891
	Iteration 53Q: 3 clusters Score -3467942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3467943.500000 Penalty: 5114.462891
	Iteration 54Q: 3 clusters Score -3467944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3467945.750000 Penalty: 5114.462891
	Iteration 55Q: 3 clusters Score -3467946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3467943.000000 Penalty: 5114.462891
	Iteration 56Q: 3 clusters Score -3467943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3467945.500000 Penalty: 5114.462891
	Iteration 57Q: 3 clusters Score -3467946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3467943.500000 Penalty: 5114.462891
	Iteration 58Q: 3 clusters Score -3467944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3467943.500000 Penalty: 5114.462891
	Iteration 59F: 3 clusters Score -3467944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 199496 members 
Mstep: Class 4 contains 164534 members 
Mstep: Class 5 contains 20152 members 
Mstep: Class 6 contains 13993 members 
Mstep: Class 7 contains 163280 members 
Mstep: Class 8 contains 58723 members 
Mstep: Class 9 contains 24770 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 20963 members 
Mstep: Class 12 contains 66877 members 
Mstep: Class 13 contains 185620 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 96559 members 
Mstep: Class 16 contains 6170 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 17308 members 
Mstep: Class 19 contains 62846 members 
Mstep: Class 20 contains 13476 members 
Mstep: Class 21 contains 16081 members 
Entering Unmasked Estep 
Score: -155960944.000000 Penalty: 73498.414062
Splitting cluster 6 changes total score from -155957680.000000 to -155960944.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (163280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163280 members 
Entering Unmasked Estep 
Score: -19440622.000000 Penalty: 2976.798828
	Iteration 0F: 2 clusters Score -1.944062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 81890 members 
Entering Unmasked Estep 
Score: -19332742.000000 Penalty: 5953.597656
	Iteration 0F: 3 clusters Score -1.933274e+07 nChanged 78231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 87437 members 
Entering Unmasked Estep 
Score: -19378814.000000 Penalty: 5953.597656
	Iteration 1F: 3 clusters Score -1.937881e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72386 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -19380754.000000 Penalty: 5953.597656
	Iteration 2Q: 3 clusters Score -1.938075e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
Score: -19383846.000000 Penalty: 5953.597656
	Iteration 3Q: 3 clusters Score -1.938385e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 103234 members 
Entering Unmasked Estep 
Score: -19388080.000000 Penalty: 5953.597656
	Iteration 4F: 3 clusters Score -1.938808e+07 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 112969 members 
Entering Unmasked Estep 
Score: -19394920.000000 Penalty: 5953.597656
	Iteration 5F: 3 clusters Score -1.939492e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 124900 members 
Entering Unmasked Estep 
Score: -19404216.000000 Penalty: 5953.597656
	Iteration 6F: 3 clusters Score -1.940422e+07 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 137700 members 
Entering Unmasked Estep 
Score: -19416002.000000 Penalty: 5953.597656
	Iteration 7F: 3 clusters Score -1.9416e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 149033 members 
Entering Unmasked Estep 
Score: -19426984.000000 Penalty: 5953.597656
	Iteration 8F: 3 clusters Score -1.942698e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 156734 members 
Entering Unmasked Estep 
Score: -19433846.000000 Penalty: 5953.597656
	Iteration 9Q: 3 clusters Score -1.943385e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 160594 members 
Entering Unmasked Estep 
Score: -19436654.000000 Penalty: 5953.597656
	Iteration 10Q: 3 clusters Score -1.943665e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 162006 members 
Entering Unmasked Estep 
Score: -19437604.000000 Penalty: 5953.597656
	Iteration 11Q: 3 clusters Score -1.94376e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 162468 members 
Entering Unmasked Estep 
Score: -19437956.000000 Penalty: 5953.597656
	Iteration 12Q: 3 clusters Score -1.943796e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 162617 members 
Entering Unmasked Estep 
Score: -19438072.000000 Penalty: 5953.597656
	Iteration 13Q: 3 clusters Score -1.943807e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 162688 members 
Entering Unmasked Estep 
Score: -19438142.000000 Penalty: 5953.597656
	Iteration 14Q: 3 clusters Score -1.943814e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 162714 members 
Entering Unmasked Estep 
Score: -19438180.000000 Penalty: 5953.597656
	Iteration 15Q: 3 clusters Score -1.943818e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 162724 members 
Entering Unmasked Estep 
Score: -19438192.000000 Penalty: 5953.597656
	Iteration 16Q: 3 clusters Score -1.943819e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 162739 members 
Entering Unmasked Estep 
Score: -19438220.000000 Penalty: 5953.597656
	Iteration 17Q: 3 clusters Score -1.943822e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 162751 members 
Entering Unmasked Estep 
Score: -19438252.000000 Penalty: 5953.597656
	Iteration 18Q: 3 clusters Score -1.943825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 162760 members 
Entering Unmasked Estep 
Score: -19438282.000000 Penalty: 5953.597656
	Iteration 19Q: 3 clusters Score -1.943828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 162769 members 
Entering Unmasked Estep 
Score: -19438318.000000 Penalty: 5953.597656
	Iteration 20F: 3 clusters Score -1.943832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 162774 members 
Entering Unmasked Estep 
Score: -19438320.000000 Penalty: 5953.597656
	Iteration 21Q: 3 clusters Score -1.943832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 162777 members 
Entering Unmasked Estep 
Score: -19438328.000000 Penalty: 5953.597656
	Iteration 22Q: 3 clusters Score -1.943833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 162777 members 
Entering Unmasked Estep 
Score: -19438348.000000 Penalty: 5953.597656
	Iteration 23Q: 3 clusters Score -1.943835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 162782 members 
Entering Unmasked Estep 
Score: -19438348.000000 Penalty: 5953.597656
	Iteration 24Q: 3 clusters Score -1.943835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 162783 members 
Entering Unmasked Estep 
Score: -19438362.000000 Penalty: 5953.597656
	Iteration 25Q: 3 clusters Score -1.943836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 162787 members 
Entering Unmasked Estep 
Score: -19438368.000000 Penalty: 5953.597656
	Iteration 26Q: 3 clusters Score -1.943837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 162791 members 
Entering Unmasked Estep 
Score: -19438358.000000 Penalty: 5953.597656
	Iteration 27Q: 3 clusters Score -1.943836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 162795 members 
Entering Unmasked Estep 
Score: -19438368.000000 Penalty: 5953.597656
	Iteration 28Q: 3 clusters Score -1.943837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 162794 members 
Entering Unmasked Estep 
Score: -19438370.000000 Penalty: 5953.597656
	Iteration 29Q: 3 clusters Score -1.943837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 162795 members 
Entering Unmasked Estep 
Score: -19438374.000000 Penalty: 5953.597656
	Iteration 30Q: 3 clusters Score -1.943837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 162791 members 
Entering Unmasked Estep 
Score: -19438380.000000 Penalty: 5953.597656
	Iteration 31Q: 3 clusters Score -1.943838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 162792 members 
Entering Unmasked Estep 
Score: -19438380.000000 Penalty: 5953.597656
	Iteration 32Q: 3 clusters Score -1.943838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 162792 members 
Entering Unmasked Estep 
Score: -19438376.000000 Penalty: 5953.597656
	Iteration 33Q: 3 clusters Score -1.943838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 162791 members 
Entering Unmasked Estep 
Score: -19438400.000000 Penalty: 5953.597656
	Iteration 34Q: 3 clusters Score -1.94384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 162790 members 
Entering Unmasked Estep 
Score: -19438386.000000 Penalty: 5953.597656
	Iteration 35Q: 3 clusters Score -1.943839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 162790 members 
Entering Unmasked Estep 
Score: -19438386.000000 Penalty: 5953.597656
	Iteration 36F: 3 clusters Score -1.943839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (58723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Entering Unmasked Estep 
Score: -6917910.000000 Penalty: 2723.185547
	Iteration 0F: 2 clusters Score -6917910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -6878723.000000 Penalty: 5446.371094
	Iteration 0F: 3 clusters Score -6878723 nChanged 27121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -6894421.500000 Penalty: 5446.371094
	Iteration 1F: 3 clusters Score -6894422 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -6895381.000000 Penalty: 5446.371094
	Iteration 2Q: 3 clusters Score -6895381 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -6896650.000000 Penalty: 5446.371094
	Iteration 3Q: 3 clusters Score -6896650 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -6898124.500000 Penalty: 5446.371094
	Iteration 4F: 3 clusters Score -6898124 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -6899988.500000 Penalty: 5446.371094
	Iteration 5F: 3 clusters Score -6899988 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -6901895.000000 Penalty: 5446.371094
	Iteration 6F: 3 clusters Score -6901895 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -6903752.500000 Penalty: 5446.371094
	Iteration 7F: 3 clusters Score -6903752 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -6905396.000000 Penalty: 5446.371094
	Iteration 8F: 3 clusters Score -6905396 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6906587.500000 Penalty: 5446.371094
	Iteration 9Q: 3 clusters Score -6906588 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -6907456.000000 Penalty: 5446.371094
	Iteration 10Q: 3 clusters Score -6907456 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -6907868.500000 Penalty: 5446.371094
	Iteration 11Q: 3 clusters Score -6907868 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -6908149.500000 Penalty: 5446.371094
	Iteration 12Q: 3 clusters Score -6908150 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -6908392.500000 Penalty: 5446.371094
	Iteration 13Q: 3 clusters Score -6908392 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -6908569.500000 Penalty: 5446.371094
	Iteration 14Q: 3 clusters Score -6908570 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -6908793.000000 Penalty: 5446.371094
	Iteration 15Q: 3 clusters Score -6908793 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -6909045.500000 Penalty: 5446.371094
	Iteration 16Q: 3 clusters Score -6909046 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -6909331.500000 Penalty: 5446.371094
	Iteration 17Q: 3 clusters Score -6909332 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -6909764.000000 Penalty: 5446.371094
	Iteration 18Q: 3 clusters Score -6909764 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -6910296.500000 Penalty: 5446.371094
	Iteration 19Q: 3 clusters Score -6910296 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -6910912.500000 Penalty: 5446.371094
	Iteration 20F: 3 clusters Score -6910912 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -6911620.000000 Penalty: 5446.371094
	Iteration 21Q: 3 clusters Score -6911620 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -6912355.000000 Penalty: 5446.371094
	Iteration 22Q: 3 clusters Score -6912355 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -6912977.500000 Penalty: 5446.371094
	Iteration 23Q: 3 clusters Score -6912978 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -6913574.500000 Penalty: 5446.371094
	Iteration 24Q: 3 clusters Score -6913574 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -6914055.000000 Penalty: 5446.371094
	Iteration 25Q: 3 clusters Score -6914055 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -6914517.500000 Penalty: 5446.371094
	Iteration 26Q: 3 clusters Score -6914518 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -6914993.000000 Penalty: 5446.371094
	Iteration 27Q: 3 clusters Score -6914993 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -6915388.500000 Penalty: 5446.371094
	Iteration 28Q: 3 clusters Score -6915388 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -6915807.000000 Penalty: 5446.371094
	Iteration 29Q: 3 clusters Score -6915807 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -6916283.000000 Penalty: 5446.371094
	Iteration 30Q: 3 clusters Score -6916283 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -6916839.500000 Penalty: 5446.371094
	Iteration 31Q: 3 clusters Score -6916840 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -6917456.000000 Penalty: 5446.371094
	Iteration 32Q: 3 clusters Score -6917456 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -6918122.500000 Penalty: 5446.371094
	Iteration 33Q: 3 clusters Score -6918122 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -6918667.000000 Penalty: 5446.371094
	Iteration 34Q: 3 clusters Score -6918667 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -6919057.500000 Penalty: 5446.371094
	Iteration 35Q: 3 clusters Score -6919058 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -6919356.000000 Penalty: 5446.371094
	Iteration 36Q: 3 clusters Score -6919356 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -6919537.000000 Penalty: 5446.371094
	Iteration 37Q: 3 clusters Score -6919537 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -6919668.500000 Penalty: 5446.371094
	Iteration 38Q: 3 clusters Score -6919668 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -6919810.500000 Penalty: 5446.371094
	Iteration 39Q: 3 clusters Score -6919810 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -6920482.500000 Penalty: 5446.371094
	Iteration 40F: 3 clusters Score -6920482 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -6920939.000000 Penalty: 5446.371094
	Iteration 41Q: 3 clusters Score -6920939 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -6921131.500000 Penalty: 5446.371094
	Iteration 42Q: 3 clusters Score -6921132 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -6921219.000000 Penalty: 5446.371094
	Iteration 43Q: 3 clusters Score -6921219 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -6921300.000000 Penalty: 5446.371094
	Iteration 44Q: 3 clusters Score -6921300 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -6921340.500000 Penalty: 5446.371094
	Iteration 45Q: 3 clusters Score -6921340 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -6921353.500000 Penalty: 5446.371094
	Iteration 46Q: 3 clusters Score -6921354 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -6921343.000000 Penalty: 5446.371094
	Iteration 47Q: 3 clusters Score -6921343 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -6921355.000000 Penalty: 5446.371094
	Iteration 48Q: 3 clusters Score -6921355 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -6921345.000000 Penalty: 5446.371094
	Iteration 49Q: 3 clusters Score -6921345 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -6921337.000000 Penalty: 5446.371094
	Iteration 50Q: 3 clusters Score -6921337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -6921357.000000 Penalty: 5446.371094
	Iteration 51Q: 3 clusters Score -6921357 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -6921360.500000 Penalty: 5446.371094
	Iteration 52Q: 3 clusters Score -6921360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -6921375.000000 Penalty: 5446.371094
	Iteration 53Q: 3 clusters Score -6921375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -6921362.000000 Penalty: 5446.371094
	Iteration 54Q: 3 clusters Score -6921362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -6921362.000000 Penalty: 5446.371094
	Iteration 55Q: 3 clusters Score -6921362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -6921360.500000 Penalty: 5446.371094
	Iteration 56Q: 3 clusters Score -6921360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -6921372.000000 Penalty: 5446.371094
	Iteration 57Q: 3 clusters Score -6921372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -6921365.000000 Penalty: 5446.371094
	Iteration 58Q: 3 clusters Score -6921365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -6921352.000000 Penalty: 5446.371094
	Iteration 59Q: 3 clusters Score -6921352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -6921369.000000 Penalty: 5446.371094
	Iteration 60F: 3 clusters Score -6921369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -6921361.000000 Penalty: 5446.371094
	Iteration 61Q: 3 clusters Score -6921361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -6921354.500000 Penalty: 5446.371094
	Iteration 62Q: 3 clusters Score -6921354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -6921355.000000 Penalty: 5446.371094
	Iteration 63Q: 3 clusters Score -6921355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -6921356.000000 Penalty: 5446.371094
	Iteration 64Q: 3 clusters Score -6921356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -6921360.000000 Penalty: 5446.371094
	Iteration 65Q: 3 clusters Score -6921360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -6921360.000000 Penalty: 5446.371094
	Iteration 66Q: 3 clusters Score -6921360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -6921364.500000 Penalty: 5446.371094
	Iteration 67Q: 3 clusters Score -6921364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -6921363.500000 Penalty: 5446.371094
	Iteration 68Q: 3 clusters Score -6921364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -6921371.000000 Penalty: 5446.371094
	Iteration 69Q: 3 clusters Score -6921371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -6921366.500000 Penalty: 5446.371094
	Iteration 70Q: 3 clusters Score -6921366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -6921368.500000 Penalty: 5446.371094
	Iteration 71Q: 3 clusters Score -6921368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -6921367.000000 Penalty: 5446.371094
	Iteration 72Q: 3 clusters Score -6921367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -6921367.500000 Penalty: 5446.371094
	Iteration 73Q: 3 clusters Score -6921368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -6921368.500000 Penalty: 5446.371094
	Iteration 74Q: 3 clusters Score -6921368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -6921368.000000 Penalty: 5446.371094
	Iteration 75Q: 3 clusters Score -6921368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -6921368.500000 Penalty: 5446.371094
	Iteration 76Q: 3 clusters Score -6921368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -6921366.000000 Penalty: 5446.371094
	Iteration 77Q: 3 clusters Score -6921366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -6921362.500000 Penalty: 5446.371094
	Iteration 78Q: 3 clusters Score -6921362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -6921361.000000 Penalty: 5446.371094
	Iteration 79Q: 3 clusters Score -6921361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -6921361.000000 Penalty: 5446.371094
	Iteration 80F: 3 clusters Score -6921361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 199496 members 
Mstep: Class 4 contains 164534 members 
Mstep: Class 5 contains 20152 members 
Mstep: Class 6 contains 13993 members 
Mstep: Class 7 contains 163280 members 
Mstep: Class 8 contains 18381 members 
Mstep: Class 9 contains 24770 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 20963 members 
Mstep: Class 12 contains 66877 members 
Mstep: Class 13 contains 185620 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 96559 members 
Mstep: Class 16 contains 6170 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 17308 members 
Mstep: Class 19 contains 62846 members 
Mstep: Class 20 contains 13476 members 
Mstep: Class 21 contains 16081 members 
Mstep: Class 22 contains 40342 members 
Entering Unmasked Estep 
Score: -155963696.000000 Penalty: 76998.335938
Splitting cluster 8 changes total score from -155957680.000000 to -155963696.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (24770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Entering Unmasked Estep 
Score: -2972577.500000 Penalty: 2509.112305
	Iteration 0F: 2 clusters Score -2972578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2955345.000000 Penalty: 5018.224609
	Iteration 0F: 3 clusters Score -2955345 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2961317.250000 Penalty: 5018.224609
	Iteration 1F: 3 clusters Score -2961317 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2961729.250000 Penalty: 5018.224609
	Iteration 2Q: 3 clusters Score -2961729 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2962050.500000 Penalty: 5018.224609
	Iteration 3Q: 3 clusters Score -2962050 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2962413.500000 Penalty: 5018.224609
	Iteration 4Q: 3 clusters Score -2962414 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2962754.750000 Penalty: 5018.224609
	Iteration 5Q: 3 clusters Score -2962755 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2963188.250000 Penalty: 5018.224609
	Iteration 6Q: 3 clusters Score -2963188 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2963702.250000 Penalty: 5018.224609
	Iteration 7Q: 3 clusters Score -2963702 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2964345.250000 Penalty: 5018.224609
	Iteration 8Q: 3 clusters Score -2964345 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2965116.500000 Penalty: 5018.224609
	Iteration 9Q: 3 clusters Score -2965116 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2966024.500000 Penalty: 5018.224609
	Iteration 10F: 3 clusters Score -2966024 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2966968.750000 Penalty: 5018.224609
	Iteration 11F: 3 clusters Score -2966969 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2967845.500000 Penalty: 5018.224609
	Iteration 12Q: 3 clusters Score -2967846 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2968628.500000 Penalty: 5018.224609
	Iteration 13Q: 3 clusters Score -2968628 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2969208.000000 Penalty: 5018.224609
	Iteration 14Q: 3 clusters Score -2969208 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2969706.000000 Penalty: 5018.224609
	Iteration 15Q: 3 clusters Score -2969706 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2970130.750000 Penalty: 5018.224609
	Iteration 16Q: 3 clusters Score -2970131 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -2970475.250000 Penalty: 5018.224609
	Iteration 17Q: 3 clusters Score -2970475 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2970816.750000 Penalty: 5018.224609
	Iteration 18Q: 3 clusters Score -2970817 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2971097.000000 Penalty: 5018.224609
	Iteration 19Q: 3 clusters Score -2971097 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2971410.500000 Penalty: 5018.224609
	Iteration 20F: 3 clusters Score -2971410 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -2971753.750000 Penalty: 5018.224609
	Iteration 21Q: 3 clusters Score -2971754 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2972172.250000 Penalty: 5018.224609
	Iteration 22Q: 3 clusters Score -2972172 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2972539.500000 Penalty: 5018.224609
	Iteration 23Q: 3 clusters Score -2972540 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2972767.500000 Penalty: 5018.224609
	Iteration 24Q: 3 clusters Score -2972768 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -2972891.500000 Penalty: 5018.224609
	Iteration 25Q: 3 clusters Score -2972892 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2972956.750000 Penalty: 5018.224609
	Iteration 26Q: 3 clusters Score -2972957 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2972993.250000 Penalty: 5018.224609
	Iteration 27Q: 3 clusters Score -2972993 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2973018.500000 Penalty: 5018.224609
	Iteration 28Q: 3 clusters Score -2973018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2973030.750000 Penalty: 5018.224609
	Iteration 29Q: 3 clusters Score -2973031 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2973045.500000 Penalty: 5018.224609
	Iteration 30Q: 3 clusters Score -2973046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2973050.750000 Penalty: 5018.224609
	Iteration 31Q: 3 clusters Score -2973051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2973061.000000 Penalty: 5018.224609
	Iteration 32Q: 3 clusters Score -2973061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2973062.000000 Penalty: 5018.224609
	Iteration 33Q: 3 clusters Score -2973062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2973071.250000 Penalty: 5018.224609
	Iteration 34Q: 3 clusters Score -2973071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2973073.500000 Penalty: 5018.224609
	Iteration 35Q: 3 clusters Score -2973074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2973072.500000 Penalty: 5018.224609
	Iteration 36Q: 3 clusters Score -2973072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2973078.750000 Penalty: 5018.224609
	Iteration 37Q: 3 clusters Score -2973079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2973075.250000 Penalty: 5018.224609
	Iteration 38Q: 3 clusters Score -2973075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2973086.750000 Penalty: 5018.224609
	Iteration 39Q: 3 clusters Score -2973087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2973110.500000 Penalty: 5018.224609
	Iteration 40F: 3 clusters Score -2973110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2973131.500000 Penalty: 5018.224609
	Iteration 41Q: 3 clusters Score -2973132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2973139.250000 Penalty: 5018.224609
	Iteration 42Q: 3 clusters Score -2973139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2973140.750000 Penalty: 5018.224609
	Iteration 43Q: 3 clusters Score -2973141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2973141.000000 Penalty: 5018.224609
	Iteration 44Q: 3 clusters Score -2973141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -2973143.500000 Penalty: 5018.224609
	Iteration 45Q: 3 clusters Score -2973144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2973143.250000 Penalty: 5018.224609
	Iteration 46Q: 3 clusters Score -2973143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2973143.000000 Penalty: 5018.224609
	Iteration 47Q: 3 clusters Score -2973143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2973146.500000 Penalty: 5018.224609
	Iteration 48Q: 3 clusters Score -2973146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2973144.250000 Penalty: 5018.224609
	Iteration 49Q: 3 clusters Score -2973144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2973147.500000 Penalty: 5018.224609
	Iteration 50Q: 3 clusters Score -2973148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2973146.250000 Penalty: 5018.224609
	Iteration 51Q: 3 clusters Score -2973146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2973146.750000 Penalty: 5018.224609
	Iteration 52Q: 3 clusters Score -2973147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2973146.250000 Penalty: 5018.224609
	Iteration 53Q: 3 clusters Score -2973146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2973146.750000 Penalty: 5018.224609
	Iteration 54Q: 3 clusters Score -2973147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2973144.500000 Penalty: 5018.224609
	Iteration 55Q: 3 clusters Score -2973144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2973144.500000 Penalty: 5018.224609
	Iteration 56F: 3 clusters Score -2973144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 199496 members 
Mstep: Class 4 contains 164534 members 
Mstep: Class 5 contains 20152 members 
Mstep: Class 6 contains 13993 members 
Mstep: Class 7 contains 163280 members 
Mstep: Class 8 contains 18381 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 20963 members 
Mstep: Class 12 contains 66877 members 
Mstep: Class 13 contains 185620 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 96559 members 
Mstep: Class 16 contains 6170 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 17308 members 
Mstep: Class 19 contains 62846 members 
Mstep: Class 20 contains 13476 members 
Mstep: Class 21 contains 16081 members 
Mstep: Class 22 contains 40342 members 
Mstep: Class 23 contains 21144 members 
Entering Unmasked Estep 
Score: -155963040.000000 Penalty: 80498.257812
Splitting cluster 9 changes total score from -155957680.000000 to -155963040.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (5716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Entering Unmasked Estep 
Score: -602602.750000 Penalty: 2145.454102
	Iteration 0F: 2 clusters Score -602602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -598169.812500 Penalty: 4290.908203
	Iteration 0F: 3 clusters Score -598169.8 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -605155.375000 Penalty: 4290.908203
	Iteration 1F: 3 clusters Score -605155.4 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -608599.625000 Penalty: 4290.908203
	Iteration 2F: 3 clusters Score -608599.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -609077.437500 Penalty: 4290.908203
	Iteration 3F: 3 clusters Score -609077.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -609161.875000 Penalty: 4290.908203
	Iteration 4Q: 3 clusters Score -609161.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -609183.250000 Penalty: 4290.908203
	Iteration 5Q: 3 clusters Score -609183.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -609189.687500 Penalty: 4290.908203
	Iteration 6Q: 3 clusters Score -609189.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -609195.062500 Penalty: 4290.908203
	Iteration 7Q: 3 clusters Score -609195.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -609199.187500 Penalty: 4290.908203
	Iteration 8Q: 3 clusters Score -609199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -609200.562500 Penalty: 4290.908203
	Iteration 9Q: 3 clusters Score -609200.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -609200.312500 Penalty: 4290.908203
	Iteration 10Q: 3 clusters Score -609200.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -609200.312500 Penalty: 4290.908203
	Iteration 11F: 3 clusters Score -609200.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 199496 members 
Mstep: Class 4 contains 164534 members 
Mstep: Class 5 contains 20152 members 
Mstep: Class 6 contains 13993 members 
Mstep: Class 7 contains 163280 members 
Mstep: Class 8 contains 18381 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 20963 members 
Mstep: Class 12 contains 66877 members 
Mstep: Class 13 contains 185620 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 96559 members 
Mstep: Class 16 contains 6170 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 17308 members 
Mstep: Class 19 contains 62846 members 
Mstep: Class 20 contains 13476 members 
Mstep: Class 21 contains 16081 members 
Mstep: Class 22 contains 40342 members 
Mstep: Class 23 contains 21144 members 
Mstep: Class 24 contains 4804 members 
Entering Unmasked Estep 
Score: -155969328.000000 Penalty: 83998.187500
Splitting cluster 10 changes total score from -155957680.000000 to -155969328.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (20963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Entering Unmasked Estep 
Score: -2454710.500000 Penalty: 2467.727539
	Iteration 0F: 2 clusters Score -2454710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2440085.250000 Penalty: 4935.455078
	Iteration 0F: 3 clusters Score -2440085 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2444978.250000 Penalty: 4935.455078
	Iteration 1F: 3 clusters Score -2444978 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2445332.500000 Penalty: 4935.455078
	Iteration 2F: 3 clusters Score -2445332 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2445613.500000 Penalty: 4935.455078
	Iteration 3Q: 3 clusters Score -2445614 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2445870.250000 Penalty: 4935.455078
	Iteration 4Q: 3 clusters Score -2445870 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2446133.000000 Penalty: 4935.455078
	Iteration 5Q: 3 clusters Score -2446133 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2446392.250000 Penalty: 4935.455078
	Iteration 6Q: 3 clusters Score -2446392 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2446653.000000 Penalty: 4935.455078
	Iteration 7Q: 3 clusters Score -2446653 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2446984.250000 Penalty: 4935.455078
	Iteration 8Q: 3 clusters Score -2446984 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2447319.000000 Penalty: 4935.455078
	Iteration 9Q: 3 clusters Score -2447319 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2447662.250000 Penalty: 4935.455078
	Iteration 10Q: 3 clusters Score -2447662 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2448027.250000 Penalty: 4935.455078
	Iteration 11Q: 3 clusters Score -2448027 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2448434.750000 Penalty: 4935.455078
	Iteration 12Q: 3 clusters Score -2448435 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2448814.750000 Penalty: 4935.455078
	Iteration 13Q: 3 clusters Score -2448815 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2449174.500000 Penalty: 4935.455078
	Iteration 14Q: 3 clusters Score -2449174 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2449574.000000 Penalty: 4935.455078
	Iteration 15Q: 3 clusters Score -2449574 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2449972.250000 Penalty: 4935.455078
	Iteration 16Q: 3 clusters Score -2449972 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2450348.000000 Penalty: 4935.455078
	Iteration 17Q: 3 clusters Score -2450348 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2450687.000000 Penalty: 4935.455078
	Iteration 18Q: 3 clusters Score -2450687 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2451005.000000 Penalty: 4935.455078
	Iteration 19Q: 3 clusters Score -2451005 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2451273.250000 Penalty: 4935.455078
	Iteration 20F: 3 clusters Score -2451273 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2451511.750000 Penalty: 4935.455078
	Iteration 21Q: 3 clusters Score -2451512 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2451724.500000 Penalty: 4935.455078
	Iteration 22Q: 3 clusters Score -2451724 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2451917.750000 Penalty: 4935.455078
	Iteration 23Q: 3 clusters Score -2451918 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2452078.750000 Penalty: 4935.455078
	Iteration 24Q: 3 clusters Score -2452079 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2452187.000000 Penalty: 4935.455078
	Iteration 25Q: 3 clusters Score -2452187 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2452277.750000 Penalty: 4935.455078
	Iteration 26Q: 3 clusters Score -2452278 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2452337.000000 Penalty: 4935.455078
	Iteration 27Q: 3 clusters Score -2452337 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2452391.250000 Penalty: 4935.455078
	Iteration 28Q: 3 clusters Score -2452391 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2452432.000000 Penalty: 4935.455078
	Iteration 29Q: 3 clusters Score -2452432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2452468.250000 Penalty: 4935.455078
	Iteration 30Q: 3 clusters Score -2452468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2452493.500000 Penalty: 4935.455078
	Iteration 31Q: 3 clusters Score -2452494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2452513.000000 Penalty: 4935.455078
	Iteration 32Q: 3 clusters Score -2452513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2452531.000000 Penalty: 4935.455078
	Iteration 33Q: 3 clusters Score -2452531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2452545.500000 Penalty: 4935.455078
	Iteration 34Q: 3 clusters Score -2452546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2452561.500000 Penalty: 4935.455078
	Iteration 35Q: 3 clusters Score -2452562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2452572.750000 Penalty: 4935.455078
	Iteration 36Q: 3 clusters Score -2452573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2452585.000000 Penalty: 4935.455078
	Iteration 37Q: 3 clusters Score -2452585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2452597.500000 Penalty: 4935.455078
	Iteration 38Q: 3 clusters Score -2452598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2452598.500000 Penalty: 4935.455078
	Iteration 39Q: 3 clusters Score -2452598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2452602.750000 Penalty: 4935.455078
	Iteration 40F: 3 clusters Score -2452603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2452605.500000 Penalty: 4935.455078
	Iteration 41Q: 3 clusters Score -2452606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2452610.500000 Penalty: 4935.455078
	Iteration 42Q: 3 clusters Score -2452610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2452615.250000 Penalty: 4935.455078
	Iteration 43Q: 3 clusters Score -2452615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2452614.500000 Penalty: 4935.455078
	Iteration 44Q: 3 clusters Score -2452614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2452616.000000 Penalty: 4935.455078
	Iteration 45Q: 3 clusters Score -2452616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2452619.500000 Penalty: 4935.455078
	Iteration 46Q: 3 clusters Score -2452620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2452622.000000 Penalty: 4935.455078
	Iteration 47Q: 3 clusters Score -2452622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2452622.500000 Penalty: 4935.455078
	Iteration 48Q: 3 clusters Score -2452622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2452619.500000 Penalty: 4935.455078
	Iteration 49Q: 3 clusters Score -2452620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2452619.500000 Penalty: 4935.455078
	Iteration 50F: 3 clusters Score -2452620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Entering Unmasked Estep 
Score: -7750223.500000 Penalty: 2755.431396
	Iteration 0F: 2 clusters Score -7750224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -7705491.500000 Penalty: 5510.862793
	Iteration 0F: 3 clusters Score -7705492 nChanged 31147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -7723861.500000 Penalty: 5510.862793
	Iteration 1F: 3 clusters Score -7723862 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -7725569.000000 Penalty: 5510.862793
	Iteration 2F: 3 clusters Score -7725569 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -7727827.000000 Penalty: 5510.862793
	Iteration 3F: 3 clusters Score -7727827 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -7730346.000000 Penalty: 5510.862793
	Iteration 4F: 3 clusters Score -7730346 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -7732965.500000 Penalty: 5510.862793
	Iteration 5F: 3 clusters Score -7732966 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -7734951.000000 Penalty: 5510.862793
	Iteration 6F: 3 clusters Score -7734951 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -7736374.000000 Penalty: 5510.862793
	Iteration 7Q: 3 clusters Score -7736374 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -7737465.000000 Penalty: 5510.862793
	Iteration 8Q: 3 clusters Score -7737465 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -7738271.500000 Penalty: 5510.862793
	Iteration 9Q: 3 clusters Score -7738272 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -7739098.500000 Penalty: 5510.862793
	Iteration 10Q: 3 clusters Score -7739098 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -7739919.000000 Penalty: 5510.862793
	Iteration 11Q: 3 clusters Score -7739919 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -7740892.500000 Penalty: 5510.862793
	Iteration 12Q: 3 clusters Score -7740892 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -7742069.000000 Penalty: 5510.862793
	Iteration 13Q: 3 clusters Score -7742069 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -7743320.500000 Penalty: 5510.862793
	Iteration 14Q: 3 clusters Score -7743320 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -7744817.500000 Penalty: 5510.862793
	Iteration 15Q: 3 clusters Score -7744818 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -7746080.000000 Penalty: 5510.862793
	Iteration 16Q: 3 clusters Score -7746080 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -7747031.500000 Penalty: 5510.862793
	Iteration 17Q: 3 clusters Score -7747032 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -7747672.500000 Penalty: 5510.862793
	Iteration 18Q: 3 clusters Score -7747672 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -7748069.500000 Penalty: 5510.862793
	Iteration 19Q: 3 clusters Score -7748070 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -7748286.000000 Penalty: 5510.862793
	Iteration 20F: 3 clusters Score -7748286 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62479 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -7748432.000000 Penalty: 5510.862793
	Iteration 21Q: 3 clusters Score -7748432 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -7748564.500000 Penalty: 5510.862793
	Iteration 22Q: 3 clusters Score -7748564 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -7748674.500000 Penalty: 5510.862793
	Iteration 23Q: 3 clusters Score -7748674 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -7748770.000000 Penalty: 5510.862793
	Iteration 24Q: 3 clusters Score -7748770 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -7748857.500000 Penalty: 5510.862793
	Iteration 25Q: 3 clusters Score -7748858 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -7748885.000000 Penalty: 5510.862793
	Iteration 26Q: 3 clusters Score -7748885 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -7748906.000000 Penalty: 5510.862793
	Iteration 27Q: 3 clusters Score -7748906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -7748920.000000 Penalty: 5510.862793
	Iteration 28Q: 3 clusters Score -7748920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -7748924.000000 Penalty: 5510.862793
	Iteration 29Q: 3 clusters Score -7748924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -7748925.500000 Penalty: 5510.862793
	Iteration 30Q: 3 clusters Score -7748926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -7748934.000000 Penalty: 5510.862793
	Iteration 31Q: 3 clusters Score -7748934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -7748959.000000 Penalty: 5510.862793
	Iteration 32Q: 3 clusters Score -7748959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -7748974.000000 Penalty: 5510.862793
	Iteration 33Q: 3 clusters Score -7748974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63645 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -7748984.500000 Penalty: 5510.862793
	Iteration 34Q: 3 clusters Score -7748984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -7748995.500000 Penalty: 5510.862793
	Iteration 35Q: 3 clusters Score -7748996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -7749004.000000 Penalty: 5510.862793
	Iteration 36Q: 3 clusters Score -7749004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -7749006.000000 Penalty: 5510.862793
	Iteration 37Q: 3 clusters Score -7749006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7749015.000000 Penalty: 5510.862793
	Iteration 38Q: 3 clusters Score -7749015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -7749015.500000 Penalty: 5510.862793
	Iteration 39Q: 3 clusters Score -7749016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -7749016.000000 Penalty: 5510.862793
	Iteration 40F: 3 clusters Score -7749016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -7749022.500000 Penalty: 5510.862793
	Iteration 41Q: 3 clusters Score -7749022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7749018.500000 Penalty: 5510.862793
	Iteration 42Q: 3 clusters Score -7749018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -7749019.000000 Penalty: 5510.862793
	Iteration 43Q: 3 clusters Score -7749019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -7749019.500000 Penalty: 5510.862793
	Iteration 44Q: 3 clusters Score -7749020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -7749018.500000 Penalty: 5510.862793
	Iteration 45Q: 3 clusters Score -7749018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -7749030.500000 Penalty: 5510.862793
	Iteration 46Q: 3 clusters Score -7749030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -7749031.000000 Penalty: 5510.862793
	Iteration 47Q: 3 clusters Score -7749031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -7749026.500000 Penalty: 5510.862793
	Iteration 48Q: 3 clusters Score -7749026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -7749026.000000 Penalty: 5510.862793
	Iteration 49Q: 3 clusters Score -7749026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -7749026.000000 Penalty: 5510.862793
	Iteration 50Q: 3 clusters Score -7749026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7749029.500000 Penalty: 5510.862793
	Iteration 51Q: 3 clusters Score -7749030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7749027.500000 Penalty: 5510.862793
	Iteration 52Q: 3 clusters Score -7749028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -7749024.000000 Penalty: 5510.862793
	Iteration 53Q: 3 clusters Score -7749024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7749015.000000 Penalty: 5510.862793
	Iteration 54Q: 3 clusters Score -7749015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7749015.000000 Penalty: 5510.862793
	Iteration 55F: 3 clusters Score -7749015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (185620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185620 members 
Entering Unmasked Estep 
Score: -22151572.000000 Penalty: 3008.601074
	Iteration 0F: 2 clusters Score -2.215157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 92512 members 
Entering Unmasked Estep 
Score: -22033738.000000 Penalty: 6017.202148
	Iteration 0F: 3 clusters Score -2.203374e+07 nChanged 89480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 87606 members 
Entering Unmasked Estep 
Score: -22086112.000000 Penalty: 6017.202148
	Iteration 1F: 3 clusters Score -2.208611e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101542 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -22087448.000000 Penalty: 6017.202148
	Iteration 2Q: 3 clusters Score -2.208745e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107056 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -22089712.000000 Penalty: 6017.202148
	Iteration 3Q: 3 clusters Score -2.208971e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115428 members 
Mstep: Class 2 contains 70192 members 
Entering Unmasked Estep 
Score: -22093918.000000 Penalty: 6017.202148
	Iteration 4Q: 3 clusters Score -2.209392e+07 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127460 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -22101138.000000 Penalty: 6017.202148
	Iteration 5F: 3 clusters Score -2.210114e+07 nChanged 15989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143297 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -22114298.000000 Penalty: 6017.202148
	Iteration 6F: 3 clusters Score -2.21143e+07 nChanged 17257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160520 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -22130050.000000 Penalty: 6017.202148
	Iteration 7F: 3 clusters Score -2.213005e+07 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174429 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -22141040.000000 Penalty: 6017.202148
	Iteration 8F: 3 clusters Score -2.214104e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181740 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -22146450.000000 Penalty: 6017.202148
	Iteration 9Q: 3 clusters Score -2.214645e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184294 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -22148072.000000 Penalty: 6017.202148
	Iteration 10Q: 3 clusters Score -2.214807e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185021 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -22148600.000000 Penalty: 6017.202148
	Iteration 11Q: 3 clusters Score -2.21486e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185203 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -22148750.000000 Penalty: 6017.202148
	Iteration 12Q: 3 clusters Score -2.214875e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185262 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22148842.000000 Penalty: 6017.202148
	Iteration 13Q: 3 clusters Score -2.214884e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185293 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22148888.000000 Penalty: 6017.202148
	Iteration 14Q: 3 clusters Score -2.214889e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185311 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -22148912.000000 Penalty: 6017.202148
	Iteration 15Q: 3 clusters Score -2.214891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185325 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22148944.000000 Penalty: 6017.202148
	Iteration 16Q: 3 clusters Score -2.214894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185335 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22148956.000000 Penalty: 6017.202148
	Iteration 17Q: 3 clusters Score -2.214896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185331 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22148988.000000 Penalty: 6017.202148
	Iteration 18Q: 3 clusters Score -2.214899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185337 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -22148990.000000 Penalty: 6017.202148
	Iteration 19Q: 3 clusters Score -2.214899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185340 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -22149000.000000 Penalty: 6017.202148
	Iteration 20F: 3 clusters Score -2.2149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185341 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22148996.000000 Penalty: 6017.202148
	Iteration 21Q: 3 clusters Score -2.2149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185344 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22149008.000000 Penalty: 6017.202148
	Iteration 22Q: 3 clusters Score -2.214901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185347 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22149014.000000 Penalty: 6017.202148
	Iteration 23Q: 3 clusters Score -2.214901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185347 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22149020.000000 Penalty: 6017.202148
	Iteration 24Q: 3 clusters Score -2.214902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185345 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22149038.000000 Penalty: 6017.202148
	Iteration 25Q: 3 clusters Score -2.214904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185343 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22149046.000000 Penalty: 6017.202148
	Iteration 26Q: 3 clusters Score -2.214905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185343 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22149046.000000 Penalty: 6017.202148
	Iteration 27F: 3 clusters Score -2.214905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Entering Unmasked Estep 
Score: -1029857.375000 Penalty: 2247.422607
	Iteration 0F: 2 clusters Score -1029857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1023086.000000 Penalty: 4494.845215
	Iteration 0F: 3 clusters Score -1023086 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1025012.375000 Penalty: 4494.845215
	Iteration 1F: 3 clusters Score -1025012 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1025335.500000 Penalty: 4494.845215
	Iteration 2F: 3 clusters Score -1025336 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1025576.937500 Penalty: 4494.845215
	Iteration 3F: 3 clusters Score -1025577 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1025774.000000 Penalty: 4494.845215
	Iteration 4Q: 3 clusters Score -1025774 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1025950.562500 Penalty: 4494.845215
	Iteration 5Q: 3 clusters Score -1025951 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1026133.250000 Penalty: 4494.845215
	Iteration 6Q: 3 clusters Score -1026133 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1026337.625000 Penalty: 4494.845215
	Iteration 7Q: 3 clusters Score -1026338 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1026568.750000 Penalty: 4494.845215
	Iteration 8Q: 3 clusters Score -1026569 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1026809.500000 Penalty: 4494.845215
	Iteration 9Q: 3 clusters Score -1026810 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1027041.437500 Penalty: 4494.845215
	Iteration 10Q: 3 clusters Score -1027041 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1027263.000000 Penalty: 4494.845215
	Iteration 11Q: 3 clusters Score -1027263 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1027426.500000 Penalty: 4494.845215
	Iteration 12Q: 3 clusters Score -1027426 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1027561.750000 Penalty: 4494.845215
	Iteration 13Q: 3 clusters Score -1027562 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1027679.250000 Penalty: 4494.845215
	Iteration 14Q: 3 clusters Score -1027679 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1027758.125000 Penalty: 4494.845215
	Iteration 15Q: 3 clusters Score -1027758 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1027823.062500 Penalty: 4494.845215
	Iteration 16Q: 3 clusters Score -1027823 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1027870.312500 Penalty: 4494.845215
	Iteration 17Q: 3 clusters Score -1027870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1027907.562500 Penalty: 4494.845215
	Iteration 18Q: 3 clusters Score -1027908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1027937.875000 Penalty: 4494.845215
	Iteration 19Q: 3 clusters Score -1027938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1027969.437500 Penalty: 4494.845215
	Iteration 20F: 3 clusters Score -1027969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1027993.250000 Penalty: 4494.845215
	Iteration 21Q: 3 clusters Score -1027993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1028017.500000 Penalty: 4494.845215
	Iteration 22Q: 3 clusters Score -1028018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1028030.437500 Penalty: 4494.845215
	Iteration 23Q: 3 clusters Score -1028030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1028035.125000 Penalty: 4494.845215
	Iteration 24Q: 3 clusters Score -1028035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1028050.437500 Penalty: 4494.845215
	Iteration 25Q: 3 clusters Score -1028050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1028062.625000 Penalty: 4494.845215
	Iteration 26Q: 3 clusters Score -1028063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1028074.187500 Penalty: 4494.845215
	Iteration 27Q: 3 clusters Score -1028074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1028088.000000 Penalty: 4494.845215
	Iteration 28Q: 3 clusters Score -1028088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1028093.625000 Penalty: 4494.845215
	Iteration 29Q: 3 clusters Score -1028094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1028100.562500 Penalty: 4494.845215
	Iteration 30Q: 3 clusters Score -1028101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1028105.937500 Penalty: 4494.845215
	Iteration 31Q: 3 clusters Score -1028106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1028108.187500 Penalty: 4494.845215
	Iteration 32Q: 3 clusters Score -1028108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1028108.937500 Penalty: 4494.845215
	Iteration 33Q: 3 clusters Score -1028109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1028108.937500 Penalty: 4494.845215
	Iteration 34F: 3 clusters Score -1028109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96559 members 
Entering Unmasked Estep 
Score: -11520325.000000 Penalty: 2846.521484
	Iteration 0F: 2 clusters Score -1.152032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -11455478.000000 Penalty: 5693.042969
	Iteration 0F: 3 clusters Score -1.145548e+07 nChanged 45603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -11481437.000000 Penalty: 5693.042969
	Iteration 1F: 3 clusters Score -1.148144e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -11482256.000000 Penalty: 5693.042969
	Iteration 2Q: 3 clusters Score -1.148226e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -11483513.000000 Penalty: 5693.042969
	Iteration 3Q: 3 clusters Score -1.148351e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -11484797.000000 Penalty: 5693.042969
	Iteration 4Q: 3 clusters Score -1.14848e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -11486668.000000 Penalty: 5693.042969
	Iteration 5Q: 3 clusters Score -1.148667e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -11489407.000000 Penalty: 5693.042969
	Iteration 6F: 3 clusters Score -1.148941e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -11493352.000000 Penalty: 5693.042969
	Iteration 7F: 3 clusters Score -1.149335e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -11498486.000000 Penalty: 5693.042969
	Iteration 8F: 3 clusters Score -1.149849e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77554 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -11504278.000000 Penalty: 5693.042969
	Iteration 9F: 3 clusters Score -1.150428e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83626 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -11509268.000000 Penalty: 5693.042969
	Iteration 10F: 3 clusters Score -1.150927e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -11513167.000000 Penalty: 5693.042969
	Iteration 11Q: 3 clusters Score -1.151317e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -11515556.000000 Penalty: 5693.042969
	Iteration 12Q: 3 clusters Score -1.151556e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93227 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -11516905.000000 Penalty: 5693.042969
	Iteration 13Q: 3 clusters Score -1.15169e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -11517445.000000 Penalty: 5693.042969
	Iteration 14Q: 3 clusters Score -1.151744e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -11517761.000000 Penalty: 5693.042969
	Iteration 15Q: 3 clusters Score -1.151776e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -11517920.000000 Penalty: 5693.042969
	Iteration 16Q: 3 clusters Score -1.151792e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -11518027.000000 Penalty: 5693.042969
	Iteration 17Q: 3 clusters Score -1.151803e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95346 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -11518086.000000 Penalty: 5693.042969
	Iteration 18Q: 3 clusters Score -1.151809e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95408 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11518150.000000 Penalty: 5693.042969
	Iteration 19Q: 3 clusters Score -1.151815e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11518136.000000 Penalty: 5693.042969
	Iteration 20F: 3 clusters Score -1.151814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95475 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11518166.000000 Penalty: 5693.042969
	Iteration 21Q: 3 clusters Score -1.151817e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95495 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11518171.000000 Penalty: 5693.042969
	Iteration 22Q: 3 clusters Score -1.151817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11518175.000000 Penalty: 5693.042969
	Iteration 23Q: 3 clusters Score -1.151818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95525 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11518202.000000 Penalty: 5693.042969
	Iteration 24Q: 3 clusters Score -1.15182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95539 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11518195.000000 Penalty: 5693.042969
	Iteration 25Q: 3 clusters Score -1.15182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95547 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11518196.000000 Penalty: 5693.042969
	Iteration 26Q: 3 clusters Score -1.15182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95553 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11518208.000000 Penalty: 5693.042969
	Iteration 27Q: 3 clusters Score -1.151821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95555 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11518214.000000 Penalty: 5693.042969
	Iteration 28Q: 3 clusters Score -1.151821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95561 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11518213.000000 Penalty: 5693.042969
	Iteration 29Q: 3 clusters Score -1.151821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11518213.000000 Penalty: 5693.042969
	Iteration 30Q: 3 clusters Score -1.151821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11518208.000000 Penalty: 5693.042969
	Iteration 31Q: 3 clusters Score -1.151821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95577 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -11518211.000000 Penalty: 5693.042969
	Iteration 32Q: 3 clusters Score -1.151821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -11518205.000000 Penalty: 5693.042969
	Iteration 33Q: 3 clusters Score -1.15182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95584 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -11518198.000000 Penalty: 5693.042969
	Iteration 34Q: 3 clusters Score -1.15182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11518210.000000 Penalty: 5693.042969
	Iteration 35Q: 3 clusters Score -1.151821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95589 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -11518219.000000 Penalty: 5693.042969
	Iteration 36Q: 3 clusters Score -1.151822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95589 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -11518210.000000 Penalty: 5693.042969
	Iteration 37Q: 3 clusters Score -1.151821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -11518215.000000 Penalty: 5693.042969
	Iteration 38Q: 3 clusters Score -1.151822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -11518217.000000 Penalty: 5693.042969
	Iteration 39Q: 3 clusters Score -1.151822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11518224.000000 Penalty: 5693.042969
	Iteration 40F: 3 clusters Score -1.151822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -11518222.000000 Penalty: 5693.042969
	Iteration 41Q: 3 clusters Score -1.151822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -11518222.000000 Penalty: 5693.042969
	Iteration 42F: 3 clusters Score -1.151822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -677339.375000 Penalty: 2164.408691
	Iteration 0F: 2 clusters Score -677339.4 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 3090 members 
Entering Unmasked Estep 
Score: -672112.750000 Penalty: 4328.817383
	Iteration 0F: 3 clusters Score -672112.8 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -673741.375000 Penalty: 4328.817383
	Iteration 1F: 3 clusters Score -673741.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -674306.687500 Penalty: 4328.817383
	Iteration 2F: 3 clusters Score -674306.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -674976.812500 Penalty: 4328.817383
	Iteration 3F: 3 clusters Score -674976.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -675659.937500 Penalty: 4328.817383
	Iteration 4F: 3 clusters Score -675659.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -676181.562500 Penalty: 4328.817383
	Iteration 5F: 3 clusters Score -676181.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -676481.250000 Penalty: 4328.817383
	Iteration 6F: 3 clusters Score -676481.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -676640.375000 Penalty: 4328.817383
	Iteration 7Q: 3 clusters Score -676640.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -676797.250000 Penalty: 4328.817383
	Iteration 8Q: 3 clusters Score -676797.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -677042.937500 Penalty: 4328.817383
	Iteration 9Q: 3 clusters Score -677042.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -677232.625000 Penalty: 4328.817383
	Iteration 10Q: 3 clusters Score -677232.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -677344.062500 Penalty: 4328.817383
	Iteration 11Q: 3 clusters Score -677344.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -677397.437500 Penalty: 4328.817383
	Iteration 12Q: 3 clusters Score -677397.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -677431.687500 Penalty: 4328.817383
	Iteration 13Q: 3 clusters Score -677431.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -677456.000000 Penalty: 4328.817383
	Iteration 14Q: 3 clusters Score -677456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -677472.187500 Penalty: 4328.817383
	Iteration 15Q: 3 clusters Score -677472.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -677482.437500 Penalty: 4328.817383
	Iteration 16Q: 3 clusters Score -677482.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -677492.000000 Penalty: 4328.817383
	Iteration 17Q: 3 clusters Score -677492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -677497.375000 Penalty: 4328.817383
	Iteration 18Q: 3 clusters Score -677497.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -677498.937500 Penalty: 4328.817383
	Iteration 19Q: 3 clusters Score -677498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -677500.000000 Penalty: 4328.817383
	Iteration 20F: 3 clusters Score -677500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -677499.875000 Penalty: 4328.817383
	Iteration 21Q: 3 clusters Score -677499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -677499.875000 Penalty: 4328.817383
	Iteration 22F: 3 clusters Score -677499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 199496 members 
Mstep: Class 4 contains 164534 members 
Mstep: Class 5 contains 20152 members 
Mstep: Class 6 contains 13993 members 
Mstep: Class 7 contains 163280 members 
Mstep: Class 8 contains 18381 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 20963 members 
Mstep: Class 12 contains 66877 members 
Mstep: Class 13 contains 185620 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 96559 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 17308 members 
Mstep: Class 19 contains 62846 members 
Mstep: Class 20 contains 13476 members 
Mstep: Class 21 contains 16081 members 
Mstep: Class 22 contains 40342 members 
Mstep: Class 23 contains 21144 members 
Mstep: Class 24 contains 4804 members 
Mstep: Class 25 contains 2327 members 
Entering Unmasked Estep 
Score: -155968304.000000 Penalty: 87498.109375
Splitting cluster 16 changes total score from -155957680.000000 to -155968304.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (17308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Entering Unmasked Estep 
Score: -1997201.250000 Penalty: 2420.213379
	Iteration 0F: 2 clusters Score -1997201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1984823.375000 Penalty: 4840.426758
	Iteration 0F: 3 clusters Score -1984823 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1989079.250000 Penalty: 4840.426758
	Iteration 1F: 3 clusters Score -1989079 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1989770.500000 Penalty: 4840.426758
	Iteration 2F: 3 clusters Score -1989770 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1990529.875000 Penalty: 4840.426758
	Iteration 3F: 3 clusters Score -1990530 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1991534.375000 Penalty: 4840.426758
	Iteration 4F: 3 clusters Score -1991534 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1992606.125000 Penalty: 4840.426758
	Iteration 5F: 3 clusters Score -1992606 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1993724.625000 Penalty: 4840.426758
	Iteration 6F: 3 clusters Score -1993725 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1994525.125000 Penalty: 4840.426758
	Iteration 7F: 3 clusters Score -1994525 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1995042.625000 Penalty: 4840.426758
	Iteration 8Q: 3 clusters Score -1995043 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1995364.375000 Penalty: 4840.426758
	Iteration 9Q: 3 clusters Score -1995364 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1995572.875000 Penalty: 4840.426758
	Iteration 10Q: 3 clusters Score -1995573 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1995724.125000 Penalty: 4840.426758
	Iteration 11Q: 3 clusters Score -1995724 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1995837.250000 Penalty: 4840.426758
	Iteration 12Q: 3 clusters Score -1995837 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1995938.875000 Penalty: 4840.426758
	Iteration 13Q: 3 clusters Score -1995939 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1996023.750000 Penalty: 4840.426758
	Iteration 14Q: 3 clusters Score -1996024 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1996120.875000 Penalty: 4840.426758
	Iteration 15Q: 3 clusters Score -1996121 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1996205.250000 Penalty: 4840.426758
	Iteration 16Q: 3 clusters Score -1996205 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1996324.500000 Penalty: 4840.426758
	Iteration 17Q: 3 clusters Score -1996324 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1996436.125000 Penalty: 4840.426758
	Iteration 18Q: 3 clusters Score -1996436 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1996545.375000 Penalty: 4840.426758
	Iteration 19Q: 3 clusters Score -1996545 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1996677.250000 Penalty: 4840.426758
	Iteration 20F: 3 clusters Score -1996677 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1996827.875000 Penalty: 4840.426758
	Iteration 21Q: 3 clusters Score -1996828 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1996938.250000 Penalty: 4840.426758
	Iteration 22Q: 3 clusters Score -1996938 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1997000.000000 Penalty: 4840.426758
	Iteration 23Q: 3 clusters Score -1997000 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1997034.250000 Penalty: 4840.426758
	Iteration 24Q: 3 clusters Score -1997034 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1997049.125000 Penalty: 4840.426758
	Iteration 25Q: 3 clusters Score -1997049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1997063.875000 Penalty: 4840.426758
	Iteration 26Q: 3 clusters Score -1997064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1997069.875000 Penalty: 4840.426758
	Iteration 27Q: 3 clusters Score -1997070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1997077.625000 Penalty: 4840.426758
	Iteration 28Q: 3 clusters Score -1997078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1997075.750000 Penalty: 4840.426758
	Iteration 29Q: 3 clusters Score -1997076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1997076.250000 Penalty: 4840.426758
	Iteration 30Q: 3 clusters Score -1997076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1997077.000000 Penalty: 4840.426758
	Iteration 31Q: 3 clusters Score -1997077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1997073.375000 Penalty: 4840.426758
	Iteration 32Q: 3 clusters Score -1997073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1997075.375000 Penalty: 4840.426758
	Iteration 33Q: 3 clusters Score -1997075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1997076.000000 Penalty: 4840.426758
	Iteration 34Q: 3 clusters Score -1997076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1997074.750000 Penalty: 4840.426758
	Iteration 35Q: 3 clusters Score -1997075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1997075.500000 Penalty: 4840.426758
	Iteration 36Q: 3 clusters Score -1997076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1997075.500000 Penalty: 4840.426758
	Iteration 37F: 3 clusters Score -1997076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Entering Unmasked Estep 
Score: -7455842.500000 Penalty: 2740.013916
	Iteration 0F: 2 clusters Score -7455842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -7413757.500000 Penalty: 5480.027832
	Iteration 0F: 3 clusters Score -7413758 nChanged 29184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -7430546.500000 Penalty: 5480.027832
	Iteration 1F: 3 clusters Score -7430546 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -7431962.500000 Penalty: 5480.027832
	Iteration 2F: 3 clusters Score -7431962 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -7434146.500000 Penalty: 5480.027832
	Iteration 3F: 3 clusters Score -7434146 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -7437384.000000 Penalty: 5480.027832
	Iteration 4F: 3 clusters Score -7437384 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -7441128.000000 Penalty: 5480.027832
	Iteration 5F: 3 clusters Score -7441128 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -7444591.000000 Penalty: 5480.027832
	Iteration 6F: 3 clusters Score -7444591 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -7447422.500000 Penalty: 5480.027832
	Iteration 7F: 3 clusters Score -7447422 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -7449527.000000 Penalty: 5480.027832
	Iteration 8Q: 3 clusters Score -7449527 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -7450756.000000 Penalty: 5480.027832
	Iteration 9Q: 3 clusters Score -7450756 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -7451515.500000 Penalty: 5480.027832
	Iteration 10Q: 3 clusters Score -7451516 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -7452068.500000 Penalty: 5480.027832
	Iteration 11Q: 3 clusters Score -7452068 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -7452453.500000 Penalty: 5480.027832
	Iteration 12Q: 3 clusters Score -7452454 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -7452870.000000 Penalty: 5480.027832
	Iteration 13Q: 3 clusters Score -7452870 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -7453288.000000 Penalty: 5480.027832
	Iteration 14Q: 3 clusters Score -7453288 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -7453675.500000 Penalty: 5480.027832
	Iteration 15Q: 3 clusters Score -7453676 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -7454031.500000 Penalty: 5480.027832
	Iteration 16Q: 3 clusters Score -7454032 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -7454348.500000 Penalty: 5480.027832
	Iteration 17Q: 3 clusters Score -7454348 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -7454613.500000 Penalty: 5480.027832
	Iteration 18Q: 3 clusters Score -7454614 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -7454838.500000 Penalty: 5480.027832
	Iteration 19Q: 3 clusters Score -7454838 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -7455087.000000 Penalty: 5480.027832
	Iteration 20F: 3 clusters Score -7455087 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -7455298.500000 Penalty: 5480.027832
	Iteration 21Q: 3 clusters Score -7455298 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55692 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -7455609.500000 Penalty: 5480.027832
	Iteration 22Q: 3 clusters Score -7455610 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -7456040.000000 Penalty: 5480.027832
	Iteration 23Q: 3 clusters Score -7456040 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -7456609.000000 Penalty: 5480.027832
	Iteration 24Q: 3 clusters Score -7456609 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -7457066.500000 Penalty: 5480.027832
	Iteration 25Q: 3 clusters Score -7457066 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -7457319.000000 Penalty: 5480.027832
	Iteration 26Q: 3 clusters Score -7457319 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -7457449.500000 Penalty: 5480.027832
	Iteration 27Q: 3 clusters Score -7457450 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -7457536.000000 Penalty: 5480.027832
	Iteration 28Q: 3 clusters Score -7457536 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -7457631.000000 Penalty: 5480.027832
	Iteration 29Q: 3 clusters Score -7457631 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -7457657.000000 Penalty: 5480.027832
	Iteration 30Q: 3 clusters Score -7457657 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -7457680.500000 Penalty: 5480.027832
	Iteration 31Q: 3 clusters Score -7457680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -7457683.500000 Penalty: 5480.027832
	Iteration 32Q: 3 clusters Score -7457684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -7457699.500000 Penalty: 5480.027832
	Iteration 33Q: 3 clusters Score -7457700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -7457684.500000 Penalty: 5480.027832
	Iteration 34Q: 3 clusters Score -7457684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -7457682.000000 Penalty: 5480.027832
	Iteration 35Q: 3 clusters Score -7457682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -7457678.000000 Penalty: 5480.027832
	Iteration 36Q: 3 clusters Score -7457678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -7457682.500000 Penalty: 5480.027832
	Iteration 37Q: 3 clusters Score -7457682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -7457689.500000 Penalty: 5480.027832
	Iteration 38Q: 3 clusters Score -7457690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -7457690.500000 Penalty: 5480.027832
	Iteration 39Q: 3 clusters Score -7457690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -7457697.000000 Penalty: 5480.027832
	Iteration 40F: 3 clusters Score -7457697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57984 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -7457697.000000 Penalty: 5480.027832
	Iteration 41Q: 3 clusters Score -7457697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -7457699.500000 Penalty: 5480.027832
	Iteration 42Q: 3 clusters Score -7457700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -7457702.000000 Penalty: 5480.027832
	Iteration 43Q: 3 clusters Score -7457702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -7457685.000000 Penalty: 5480.027832
	Iteration 44Q: 3 clusters Score -7457685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -7457688.000000 Penalty: 5480.027832
	Iteration 45Q: 3 clusters Score -7457688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -7457690.500000 Penalty: 5480.027832
	Iteration 46Q: 3 clusters Score -7457690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -7457675.000000 Penalty: 5480.027832
	Iteration 47Q: 3 clusters Score -7457675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -7457676.000000 Penalty: 5480.027832
	Iteration 48Q: 3 clusters Score -7457676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -7457683.500000 Penalty: 5480.027832
	Iteration 49Q: 3 clusters Score -7457684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -7457688.500000 Penalty: 5480.027832
	Iteration 50Q: 3 clusters Score -7457688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -7457690.000000 Penalty: 5480.027832
	Iteration 51Q: 3 clusters Score -7457690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -7457684.000000 Penalty: 5480.027832
	Iteration 52Q: 3 clusters Score -7457684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -7457684.000000 Penalty: 5480.027832
	Iteration 53F: 3 clusters Score -7457684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 199496 members 
Mstep: Class 4 contains 164534 members 
Mstep: Class 5 contains 20152 members 
Mstep: Class 6 contains 13993 members 
Mstep: Class 7 contains 163280 members 
Mstep: Class 8 contains 18381 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 20963 members 
Mstep: Class 12 contains 66877 members 
Mstep: Class 13 contains 185620 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 96559 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 17308 members 
Mstep: Class 19 contains 58017 members 
Mstep: Class 20 contains 13476 members 
Mstep: Class 21 contains 16081 members 
Mstep: Class 22 contains 40342 members 
Mstep: Class 23 contains 21144 members 
Mstep: Class 24 contains 4804 members 
Mstep: Class 25 contains 2327 members 
Mstep: Class 26 contains 4829 members 
Entering Unmasked Estep 
Score: -155969824.000000 Penalty: 90998.031250
Splitting cluster 19 changes total score from -155957680.000000 to -155969824.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (13476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Entering Unmasked Estep 
Score: -1562002.250000 Penalty: 2358.149170
	Iteration 0F: 2 clusters Score -1562002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1552140.875000 Penalty: 4716.298340
	Iteration 0F: 3 clusters Score -1552141 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1555371.750000 Penalty: 4716.298340
	Iteration 1F: 3 clusters Score -1555372 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1556065.625000 Penalty: 4716.298340
	Iteration 2F: 3 clusters Score -1556066 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1556836.250000 Penalty: 4716.298340
	Iteration 3F: 3 clusters Score -1556836 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1557642.250000 Penalty: 4716.298340
	Iteration 4F: 3 clusters Score -1557642 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1558278.500000 Penalty: 4716.298340
	Iteration 5F: 3 clusters Score -1558278 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1558829.375000 Penalty: 4716.298340
	Iteration 6F: 3 clusters Score -1558829 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1559273.500000 Penalty: 4716.298340
	Iteration 7F: 3 clusters Score -1559274 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1559610.625000 Penalty: 4716.298340
	Iteration 8Q: 3 clusters Score -1559611 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1559912.625000 Penalty: 4716.298340
	Iteration 9Q: 3 clusters Score -1559913 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1560111.625000 Penalty: 4716.298340
	Iteration 10Q: 3 clusters Score -1560112 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1560234.625000 Penalty: 4716.298340
	Iteration 11Q: 3 clusters Score -1560235 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1560339.000000 Penalty: 4716.298340
	Iteration 12Q: 3 clusters Score -1560339 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1560382.625000 Penalty: 4716.298340
	Iteration 13Q: 3 clusters Score -1560383 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1560411.375000 Penalty: 4716.298340
	Iteration 14Q: 3 clusters Score -1560411 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1560434.125000 Penalty: 4716.298340
	Iteration 15Q: 3 clusters Score -1560434 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1560465.500000 Penalty: 4716.298340
	Iteration 16Q: 3 clusters Score -1560466 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1560486.000000 Penalty: 4716.298340
	Iteration 17Q: 3 clusters Score -1560486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1560510.375000 Penalty: 4716.298340
	Iteration 18Q: 3 clusters Score -1560510 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1560532.750000 Penalty: 4716.298340
	Iteration 19Q: 3 clusters Score -1560533 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1560550.250000 Penalty: 4716.298340
	Iteration 20F: 3 clusters Score -1560550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1560565.125000 Penalty: 4716.298340
	Iteration 21Q: 3 clusters Score -1560565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1560569.500000 Penalty: 4716.298340
	Iteration 22Q: 3 clusters Score -1560570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1560580.500000 Penalty: 4716.298340
	Iteration 23Q: 3 clusters Score -1560580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1560584.000000 Penalty: 4716.298340
	Iteration 24Q: 3 clusters Score -1560584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1560590.250000 Penalty: 4716.298340
	Iteration 25Q: 3 clusters Score -1560590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1560593.125000 Penalty: 4716.298340
	Iteration 26Q: 3 clusters Score -1560593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1560598.125000 Penalty: 4716.298340
	Iteration 27Q: 3 clusters Score -1560598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1560601.625000 Penalty: 4716.298340
	Iteration 28Q: 3 clusters Score -1560602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1560604.375000 Penalty: 4716.298340
	Iteration 29Q: 3 clusters Score -1560604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1560612.250000 Penalty: 4716.298340
	Iteration 30Q: 3 clusters Score -1560612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1560615.250000 Penalty: 4716.298340
	Iteration 31Q: 3 clusters Score -1560615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1560621.875000 Penalty: 4716.298340
	Iteration 32Q: 3 clusters Score -1560622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1560628.750000 Penalty: 4716.298340
	Iteration 33Q: 3 clusters Score -1560629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1560635.125000 Penalty: 4716.298340
	Iteration 34Q: 3 clusters Score -1560635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1560638.750000 Penalty: 4716.298340
	Iteration 35Q: 3 clusters Score -1560639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1560647.750000 Penalty: 4716.298340
	Iteration 36Q: 3 clusters Score -1560648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1560650.125000 Penalty: 4716.298340
	Iteration 37Q: 3 clusters Score -1560650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1560659.250000 Penalty: 4716.298340
	Iteration 38Q: 3 clusters Score -1560659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1560666.875000 Penalty: 4716.298340
	Iteration 39Q: 3 clusters Score -1560667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1560668.125000 Penalty: 4716.298340
	Iteration 40F: 3 clusters Score -1560668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1560672.125000 Penalty: 4716.298340
	Iteration 41Q: 3 clusters Score -1560672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1560675.125000 Penalty: 4716.298340
	Iteration 42Q: 3 clusters Score -1560675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1560673.750000 Penalty: 4716.298340
	Iteration 43Q: 3 clusters Score -1560674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1560674.125000 Penalty: 4716.298340
	Iteration 44Q: 3 clusters Score -1560674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1560682.000000 Penalty: 4716.298340
	Iteration 45Q: 3 clusters Score -1560682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1560679.375000 Penalty: 4716.298340
	Iteration 46Q: 3 clusters Score -1560679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1560687.375000 Penalty: 4716.298340
	Iteration 47Q: 3 clusters Score -1560687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1560694.500000 Penalty: 4716.298340
	Iteration 48Q: 3 clusters Score -1560694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1560700.750000 Penalty: 4716.298340
	Iteration 49Q: 3 clusters Score -1560701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1560711.250000 Penalty: 4716.298340
	Iteration 50Q: 3 clusters Score -1560711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1560715.500000 Penalty: 4716.298340
	Iteration 51Q: 3 clusters Score -1560716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1560719.375000 Penalty: 4716.298340
	Iteration 52Q: 3 clusters Score -1560719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1560725.750000 Penalty: 4716.298340
	Iteration 53Q: 3 clusters Score -1560726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1560733.000000 Penalty: 4716.298340
	Iteration 54Q: 3 clusters Score -1560733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1560740.625000 Penalty: 4716.298340
	Iteration 55Q: 3 clusters Score -1560741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1560735.625000 Penalty: 4716.298340
	Iteration 56Q: 3 clusters Score -1560736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1560742.500000 Penalty: 4716.298340
	Iteration 57Q: 3 clusters Score -1560742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1560750.500000 Penalty: 4716.298340
	Iteration 58Q: 3 clusters Score -1560750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1560752.500000 Penalty: 4716.298340
	Iteration 59Q: 3 clusters Score -1560752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1560761.250000 Penalty: 4716.298340
	Iteration 60F: 3 clusters Score -1560761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1560771.125000 Penalty: 4716.298340
	Iteration 61Q: 3 clusters Score -1560771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1560777.000000 Penalty: 4716.298340
	Iteration 62Q: 3 clusters Score -1560777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1560781.375000 Penalty: 4716.298340
	Iteration 63Q: 3 clusters Score -1560781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1560785.625000 Penalty: 4716.298340
	Iteration 64Q: 3 clusters Score -1560786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1560788.500000 Penalty: 4716.298340
	Iteration 65Q: 3 clusters Score -1560788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1560794.875000 Penalty: 4716.298340
	Iteration 66Q: 3 clusters Score -1560795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1560801.375000 Penalty: 4716.298340
	Iteration 67Q: 3 clusters Score -1560801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1560803.750000 Penalty: 4716.298340
	Iteration 68Q: 3 clusters Score -1560804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1560805.250000 Penalty: 4716.298340
	Iteration 69Q: 3 clusters Score -1560805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1560810.250000 Penalty: 4716.298340
	Iteration 70Q: 3 clusters Score -1560810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1560817.125000 Penalty: 4716.298340
	Iteration 71Q: 3 clusters Score -1560817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1560824.875000 Penalty: 4716.298340
	Iteration 72Q: 3 clusters Score -1560825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1560827.375000 Penalty: 4716.298340
	Iteration 73Q: 3 clusters Score -1560827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1560830.125000 Penalty: 4716.298340
	Iteration 74Q: 3 clusters Score -1560830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1560831.500000 Penalty: 4716.298340
	Iteration 75Q: 3 clusters Score -1560832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1560833.250000 Penalty: 4716.298340
	Iteration 76Q: 3 clusters Score -1560833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1560835.750000 Penalty: 4716.298340
	Iteration 77Q: 3 clusters Score -1560836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1560837.500000 Penalty: 4716.298340
	Iteration 78Q: 3 clusters Score -1560838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1560837.125000 Penalty: 4716.298340
	Iteration 79Q: 3 clusters Score -1560837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1560839.250000 Penalty: 4716.298340
	Iteration 80F: 3 clusters Score -1560839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1560844.250000 Penalty: 4716.298340
	Iteration 81Q: 3 clusters Score -1560844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1560842.500000 Penalty: 4716.298340
	Iteration 82Q: 3 clusters Score -1560842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1560843.875000 Penalty: 4716.298340
	Iteration 83Q: 3 clusters Score -1560844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1560842.250000 Penalty: 4716.298340
	Iteration 84Q: 3 clusters Score -1560842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1560843.250000 Penalty: 4716.298340
	Iteration 85Q: 3 clusters Score -1560843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1560843.250000 Penalty: 4716.298340
	Iteration 86F: 3 clusters Score -1560843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 199496 members 
Mstep: Class 4 contains 164534 members 
Mstep: Class 5 contains 20152 members 
Mstep: Class 6 contains 13993 members 
Mstep: Class 7 contains 163280 members 
Mstep: Class 8 contains 18381 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 20963 members 
Mstep: Class 12 contains 66877 members 
Mstep: Class 13 contains 185620 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 96559 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 18 contains 17308 members 
Mstep: Class 19 contains 58017 members 
Mstep: Class 20 contains 13476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155979024.000000 Penalty: 90998.031250
Iteration 39Q: 27 clusters Score -1.55979e+08 nChanged 23158
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 192210 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 199874 members 
Mstep: Class 4 contains 169413 members 
Mstep: Class 5 contains 20288 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 163593 members 
Mstep: Class 8 contains 18454 members 
Mstep: Class 9 contains 3899 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21015 members 
Mstep: Class 12 contains 66699 members 
Mstep: Class 13 contains 183864 members 
Mstep: Class 14 contains 8613 members 
Mstep: Class 15 contains 96578 members 
Mstep: Class 16 contains 4288 members 
Mstep: Class 17 contains 6390 members 
Mstep: Class 18 contains 17431 members 
Mstep: Class 19 contains 57967 members 
Mstep: Class 20 contains 13374 members 
Mstep: Class 21 contains 15617 members 
Mstep: Class 22 contains 37872 members 
Mstep: Class 23 contains 19399 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 2195 members 
Mstep: Class 26 contains 4821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155990496.000000 Penalty: 90998.031250
Iteration 40F: 27 clusters Score -1.559905e+08 nChanged 23465
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189997 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 198899 members 
Mstep: Class 4 contains 171846 members 
Mstep: Class 5 contains 20275 members 
Mstep: Class 6 contains 13569 members 
Mstep: Class 7 contains 162182 members 
Mstep: Class 8 contains 18079 members 
Mstep: Class 9 contains 4342 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 20875 members 
Mstep: Class 12 contains 66508 members 
Mstep: Class 13 contains 185537 members 
Mstep: Class 14 contains 8605 members 
Mstep: Class 15 contains 96398 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 6297 members 
Mstep: Class 18 contains 17336 members 
Mstep: Class 19 contains 57501 members 
Mstep: Class 20 contains 13157 members 
Mstep: Class 21 contains 15981 members 
Mstep: Class 22 contains 37703 members 
Mstep: Class 23 contains 19950 members 
Mstep: Class 24 contains 4968 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 4851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155995424.000000 Penalty: 90998.031250
Iteration 41Q: 27 clusters Score -1.559954e+08 nChanged 16934
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 188367 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 198137 members 
Mstep: Class 4 contains 174294 members 
Mstep: Class 5 contains 20268 members 
Mstep: Class 6 contains 13499 members 
Mstep: Class 7 contains 161077 members 
Mstep: Class 8 contains 17699 members 
Mstep: Class 9 contains 4864 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 20792 members 
Mstep: Class 12 contains 66538 members 
Mstep: Class 13 contains 186222 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 96331 members 
Mstep: Class 16 contains 4918 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 17285 members 
Mstep: Class 19 contains 56953 members 
Mstep: Class 20 contains 12956 members 
Mstep: Class 21 contains 16116 members 
Mstep: Class 22 contains 37485 members 
Mstep: Class 23 contains 20502 members 
Mstep: Class 24 contains 5022 members 
Mstep: Class 25 contains 2689 members 
Mstep: Class 26 contains 4899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155998816.000000 Penalty: 90998.031250
Iteration 42Q: 27 clusters Score -1.559988e+08 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 187000 members 
Mstep: Class 2 contains 3430 members 
Mstep: Class 3 contains 197490 members 
Mstep: Class 4 contains 176799 members 
Mstep: Class 5 contains 20262 members 
Mstep: Class 6 contains 13450 members 
Mstep: Class 7 contains 160236 members 
Mstep: Class 8 contains 17292 members 
Mstep: Class 9 contains 5412 members 
Mstep: Class 10 contains 867 members 
Mstep: Class 11 contains 20742 members 
Mstep: Class 12 contains 66663 members 
Mstep: Class 13 contains 186210 members 
Mstep: Class 14 contains 8638 members 
Mstep: Class 15 contains 96291 members 
Mstep: Class 16 contains 5138 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 17241 members 
Mstep: Class 19 contains 56379 members 
Mstep: Class 20 contains 12770 members 
Mstep: Class 21 contains 16184 members 
Mstep: Class 22 contains 37258 members 
Mstep: Class 23 contains 21128 members 
Mstep: Class 24 contains 5048 members 
Mstep: Class 25 contains 2877 members 
Mstep: Class 26 contains 4979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156001696.000000 Penalty: 90998.031250
Iteration 43Q: 27 clusters Score -1.560017e+08 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 185904 members 
Mstep: Class 2 contains 3514 members 
Mstep: Class 3 contains 197040 members 
Mstep: Class 4 contains 179333 members 
Mstep: Class 5 contains 20259 members 
Mstep: Class 6 contains 13412 members 
Mstep: Class 7 contains 159523 members 
Mstep: Class 8 contains 16936 members 
Mstep: Class 9 contains 6026 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 20714 members 
Mstep: Class 12 contains 66850 members 
Mstep: Class 13 contains 185494 members 
Mstep: Class 14 contains 8660 members 
Mstep: Class 15 contains 96260 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 6099 members 
Mstep: Class 18 contains 17201 members 
Mstep: Class 19 contains 55837 members 
Mstep: Class 20 contains 12560 members 
Mstep: Class 21 contains 16206 members 
Mstep: Class 22 contains 37038 members 
Mstep: Class 23 contains 21756 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 5052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156003264.000000 Penalty: 90998.031250
Iteration 44Q: 27 clusters Score -1.560033e+08 nChanged 10779
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 185061 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 196763 members 
Mstep: Class 4 contains 181846 members 
Mstep: Class 5 contains 20252 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 158988 members 
Mstep: Class 8 contains 16562 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 848 members 
Mstep: Class 11 contains 20705 members 
Mstep: Class 12 contains 67051 members 
Mstep: Class 13 contains 184233 members 
Mstep: Class 14 contains 8684 members 
Mstep: Class 15 contains 96248 members 
Mstep: Class 16 contains 5424 members 
Mstep: Class 17 contains 6072 members 
Mstep: Class 18 contains 17137 members 
Mstep: Class 19 contains 55320 members 
Mstep: Class 20 contains 12366 members 
Mstep: Class 21 contains 16234 members 
Mstep: Class 22 contains 36837 members 
Mstep: Class 23 contains 22390 members 
Mstep: Class 24 contains 5071 members 
Mstep: Class 25 contains 3121 members 
Mstep: Class 26 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156005136.000000 Penalty: 90998.031250
Iteration 45Q: 27 clusters Score -1.560051e+08 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 184320 members 
Mstep: Class 2 contains 3614 members 
Mstep: Class 3 contains 196488 members 
Mstep: Class 4 contains 184220 members 
Mstep: Class 5 contains 20216 members 
Mstep: Class 6 contains 13351 members 
Mstep: Class 7 contains 158563 members 
Mstep: Class 8 contains 16190 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 20691 members 
Mstep: Class 12 contains 67240 members 
Mstep: Class 13 contains 182879 members 
Mstep: Class 14 contains 8710 members 
Mstep: Class 15 contains 96211 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 6071 members 
Mstep: Class 18 contains 17098 members 
Mstep: Class 19 contains 54823 members 
Mstep: Class 20 contains 12195 members 
Mstep: Class 21 contains 16254 members 
Mstep: Class 22 contains 36673 members 
Mstep: Class 23 contains 23017 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 5215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156007360.000000 Penalty: 90998.031250
Iteration 46Q: 27 clusters Score -1.560074e+08 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 183663 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 3 contains 196237 members 
Mstep: Class 4 contains 186324 members 
Mstep: Class 5 contains 20179 members 
Mstep: Class 6 contains 13320 members 
Mstep: Class 7 contains 158204 members 
Mstep: Class 8 contains 15849 members 
Mstep: Class 9 contains 7762 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 20680 members 
Mstep: Class 12 contains 67492 members 
Mstep: Class 13 contains 181553 members 
Mstep: Class 14 contains 8748 members 
Mstep: Class 15 contains 96191 members 
Mstep: Class 16 contains 5665 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 17069 members 
Mstep: Class 19 contains 54395 members 
Mstep: Class 20 contains 12039 members 
Mstep: Class 21 contains 16271 members 
Mstep: Class 22 contains 36527 members 
Mstep: Class 23 contains 23602 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156009152.000000 Penalty: 90998.031250
Iteration 47Q: 27 clusters Score -1.560092e+08 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 183058 members 
Mstep: Class 2 contains 3663 members 
Mstep: Class 3 contains 195995 members 
Mstep: Class 4 contains 188267 members 
Mstep: Class 5 contains 20142 members 
Mstep: Class 6 contains 13290 members 
Mstep: Class 7 contains 157851 members 
Mstep: Class 8 contains 15543 members 
Mstep: Class 9 contains 8199 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 20685 members 
Mstep: Class 12 contains 67712 members 
Mstep: Class 13 contains 180383 members 
Mstep: Class 14 contains 8770 members 
Mstep: Class 15 contains 96173 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 17 contains 6034 members 
Mstep: Class 18 contains 17050 members 
Mstep: Class 19 contains 54058 members 
Mstep: Class 20 contains 11866 members 
Mstep: Class 21 contains 16282 members 
Mstep: Class 22 contains 36409 members 
Mstep: Class 23 contains 24142 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3273 members 
Mstep: Class 26 contains 5385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156010464.000000 Penalty: 90998.031250
Iteration 48Q: 27 clusters Score -1.560105e+08 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 182457 members 
Mstep: Class 2 contains 3672 members 
Mstep: Class 3 contains 195845 members 
Mstep: Class 4 contains 189909 members 
Mstep: Class 5 contains 20066 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 157559 members 
Mstep: Class 8 contains 15238 members 
Mstep: Class 9 contains 8624 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 20684 members 
Mstep: Class 12 contains 67930 members 
Mstep: Class 13 contains 179291 members 
Mstep: Class 14 contains 8798 members 
Mstep: Class 15 contains 96162 members 
Mstep: Class 16 contains 5856 members 
Mstep: Class 17 contains 6037 members 
Mstep: Class 18 contains 17046 members 
Mstep: Class 19 contains 53782 members 
Mstep: Class 20 contains 11722 members 
Mstep: Class 21 contains 16288 members 
Mstep: Class 22 contains 36293 members 
Mstep: Class 23 contains 24705 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 3310 members 
Mstep: Class 26 contains 5443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156012080.000000 Penalty: 90998.031250
Iteration 49Q: 27 clusters Score -1.560121e+08 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 181860 members 
Mstep: Class 2 contains 3683 members 
Mstep: Class 3 contains 195750 members 
Mstep: Class 4 contains 191214 members 
Mstep: Class 5 contains 19988 members 
Mstep: Class 6 contains 13270 members 
Mstep: Class 7 contains 157407 members 
Mstep: Class 8 contains 14940 members 
Mstep: Class 9 contains 9039 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 20675 members 
Mstep: Class 12 contains 68200 members 
Mstep: Class 13 contains 178313 members 
Mstep: Class 14 contains 8819 members 
Mstep: Class 15 contains 96155 members 
Mstep: Class 16 contains 5947 members 
Mstep: Class 17 contains 6057 members 
Mstep: Class 18 contains 17041 members 
Mstep: Class 19 contains 53533 members 
Mstep: Class 20 contains 11586 members 
Mstep: Class 21 contains 16295 members 
Mstep: Class 22 contains 36182 members 
Mstep: Class 23 contains 25194 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 3346 members 
Mstep: Class 26 contains 5505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156012912.000000 Penalty: 90998.031250
Iteration 50Q: 27 clusters Score -1.560129e+08 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 181281 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 3 contains 195660 members 
Mstep: Class 4 contains 192286 members 
Mstep: Class 5 contains 19941 members 
Mstep: Class 6 contains 13258 members 
Mstep: Class 7 contains 157293 members 
Mstep: Class 8 contains 14645 members 
Mstep: Class 9 contains 9383 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 20677 members 
Mstep: Class 12 contains 68520 members 
Mstep: Class 13 contains 177490 members 
Mstep: Class 14 contains 8824 members 
Mstep: Class 15 contains 96139 members 
Mstep: Class 16 contains 6025 members 
Mstep: Class 17 contains 6058 members 
Mstep: Class 18 contains 17029 members 
Mstep: Class 19 contains 53333 members 
Mstep: Class 20 contains 11468 members 
Mstep: Class 21 contains 16305 members 
Mstep: Class 22 contains 36063 members 
Mstep: Class 23 contains 25688 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 3368 members 
Mstep: Class 26 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013792.000000 Penalty: 90998.031250
Iteration 51Q: 27 clusters Score -1.560138e+08 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 180703 members 
Mstep: Class 2 contains 3708 members 
Mstep: Class 3 contains 195592 members 
Mstep: Class 4 contains 193043 members 
Mstep: Class 5 contains 19916 members 
Mstep: Class 6 contains 13248 members 
Mstep: Class 7 contains 157226 members 
Mstep: Class 8 contains 14337 members 
Mstep: Class 9 contains 9671 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 20680 members 
Mstep: Class 12 contains 68849 members 
Mstep: Class 13 contains 176887 members 
Mstep: Class 14 contains 8837 members 
Mstep: Class 15 contains 96111 members 
Mstep: Class 16 contains 6102 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 17016 members 
Mstep: Class 19 contains 53166 members 
Mstep: Class 20 contains 11365 members 
Mstep: Class 21 contains 16319 members 
Mstep: Class 22 contains 35969 members 
Mstep: Class 23 contains 26156 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 3403 members 
Mstep: Class 26 contains 5618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156014208.000000 Penalty: 90998.031250
Iteration 52Q: 27 clusters Score -1.560142e+08 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 180157 members 
Mstep: Class 2 contains 3706 members 
Mstep: Class 3 contains 195520 members 
Mstep: Class 4 contains 193508 members 
Mstep: Class 5 contains 19871 members 
Mstep: Class 6 contains 13238 members 
Mstep: Class 7 contains 157158 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 9894 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 20676 members 
Mstep: Class 12 contains 69181 members 
Mstep: Class 13 contains 176564 members 
Mstep: Class 14 contains 8848 members 
Mstep: Class 15 contains 96096 members 
Mstep: Class 16 contains 6179 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 18 contains 17006 members 
Mstep: Class 19 contains 53056 members 
Mstep: Class 20 contains 11298 members 
Mstep: Class 21 contains 16316 members 
Mstep: Class 22 contains 35883 members 
Mstep: Class 23 contains 26656 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 3435 members 
Mstep: Class 26 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156014768.000000 Penalty: 90998.031250
Iteration 53Q: 27 clusters Score -1.560148e+08 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 179610 members 
Mstep: Class 2 contains 3705 members 
Mstep: Class 3 contains 195432 members 
Mstep: Class 4 contains 193649 members 
Mstep: Class 5 contains 19823 members 
Mstep: Class 6 contains 13222 members 
Mstep: Class 7 contains 157108 members 
Mstep: Class 8 contains 13728 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 20679 members 
Mstep: Class 12 contains 69520 members 
Mstep: Class 13 contains 176492 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 96103 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 6068 members 
Mstep: Class 18 contains 16986 members 
Mstep: Class 19 contains 53004 members 
Mstep: Class 20 contains 11234 members 
Mstep: Class 21 contains 16310 members 
Mstep: Class 22 contains 35812 members 
Mstep: Class 23 contains 27147 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 3482 members 
Mstep: Class 26 contains 5693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156015680.000000 Penalty: 90998.031250
Iteration 54Q: 27 clusters Score -1.560157e+08 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 179058 members 
Mstep: Class 2 contains 3696 members 
Mstep: Class 3 contains 195368 members 
Mstep: Class 4 contains 193763 members 
Mstep: Class 5 contains 19764 members 
Mstep: Class 6 contains 13207 members 
Mstep: Class 7 contains 157132 members 
Mstep: Class 8 contains 13416 members 
Mstep: Class 9 contains 10284 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 20675 members 
Mstep: Class 12 contains 69832 members 
Mstep: Class 13 contains 176472 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 96103 members 
Mstep: Class 16 contains 6300 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 16981 members 
Mstep: Class 19 contains 52977 members 
Mstep: Class 20 contains 11165 members 
Mstep: Class 21 contains 16303 members 
Mstep: Class 22 contains 35732 members 
Mstep: Class 23 contains 27602 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 3518 members 
Mstep: Class 26 contains 5718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156016144.000000 Penalty: 90998.031250
Iteration 55Q: 27 clusters Score -1.560161e+08 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 178432 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 195307 members 
Mstep: Class 4 contains 193805 members 
Mstep: Class 5 contains 19692 members 
Mstep: Class 6 contains 13194 members 
Mstep: Class 7 contains 157146 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 10431 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 20672 members 
Mstep: Class 12 contains 70136 members 
Mstep: Class 13 contains 176574 members 
Mstep: Class 14 contains 8883 members 
Mstep: Class 15 contains 96093 members 
Mstep: Class 16 contains 6358 members 
Mstep: Class 17 contains 6058 members 
Mstep: Class 18 contains 16978 members 
Mstep: Class 19 contains 52955 members 
Mstep: Class 20 contains 11120 members 
Mstep: Class 21 contains 16309 members 
Mstep: Class 22 contains 35676 members 
Mstep: Class 23 contains 28082 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3553 members 
Mstep: Class 26 contains 5742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156016784.000000 Penalty: 90998.031250
Iteration 56Q: 27 clusters Score -1.560168e+08 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 177798 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 195256 members 
Mstep: Class 4 contains 193722 members 
Mstep: Class 5 contains 19620 members 
Mstep: Class 6 contains 13184 members 
Mstep: Class 7 contains 157159 members 
Mstep: Class 8 contains 12813 members 
Mstep: Class 9 contains 10569 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 20672 members 
Mstep: Class 12 contains 70459 members 
Mstep: Class 13 contains 176794 members 
Mstep: Class 14 contains 8901 members 
Mstep: Class 15 contains 96109 members 
Mstep: Class 16 contains 6424 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 16974 members 
Mstep: Class 19 contains 52953 members 
Mstep: Class 20 contains 11078 members 
Mstep: Class 21 contains 16303 members 
Mstep: Class 22 contains 35603 members 
Mstep: Class 23 contains 28540 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 3582 members 
Mstep: Class 26 contains 5759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156017008.000000 Penalty: 90998.031250
Iteration 57Q: 27 clusters Score -1.56017e+08 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 177192 members 
Mstep: Class 2 contains 3658 members 
Mstep: Class 3 contains 195190 members 
Mstep: Class 4 contains 193527 members 
Mstep: Class 5 contains 19576 members 
Mstep: Class 6 contains 13170 members 
Mstep: Class 7 contains 157189 members 
Mstep: Class 8 contains 12544 members 
Mstep: Class 9 contains 10690 members 
Mstep: Class 10 contains 838 members 
Mstep: Class 11 contains 20676 members 
Mstep: Class 12 contains 70795 members 
Mstep: Class 13 contains 177033 members 
Mstep: Class 14 contains 8905 members 
Mstep: Class 15 contains 96129 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 16981 members 
Mstep: Class 19 contains 52940 members 
Mstep: Class 20 contains 11054 members 
Mstep: Class 21 contains 16301 members 
Mstep: Class 22 contains 35577 members 
Mstep: Class 23 contains 28964 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3598 members 
Mstep: Class 26 contains 5781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156017104.000000 Penalty: 90998.031250
Iteration 58Q: 27 clusters Score -1.560171e+08 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 176549 members 
Mstep: Class 2 contains 3647 members 
Mstep: Class 3 contains 195170 members 
Mstep: Class 4 contains 193335 members 
Mstep: Class 5 contains 19526 members 
Mstep: Class 6 contains 13160 members 
Mstep: Class 7 contains 157271 members 
Mstep: Class 8 contains 12272 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 838 members 
Mstep: Class 11 contains 20685 members 
Mstep: Class 12 contains 71125 members 
Mstep: Class 13 contains 177186 members 
Mstep: Class 14 contains 8901 members 
Mstep: Class 15 contains 96140 members 
Mstep: Class 16 contains 6546 members 
Mstep: Class 17 contains 6039 members 
Mstep: Class 18 contains 16981 members 
Mstep: Class 19 contains 52936 members 
Mstep: Class 20 contains 11027 members 
Mstep: Class 21 contains 16306 members 
Mstep: Class 22 contains 35560 members 
Mstep: Class 23 contains 29426 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 3612 members 
Mstep: Class 26 contains 5804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156018144.000000 Penalty: 90998.031250
Iteration 59Q: 27 clusters Score -1.560181e+08 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 175963 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 195200 members 
Mstep: Class 4 contains 193113 members 
Mstep: Class 5 contains 19458 members 
Mstep: Class 6 contains 13141 members 
Mstep: Class 7 contains 157372 members 
Mstep: Class 8 contains 11998 members 
Mstep: Class 9 contains 10875 members 
Mstep: Class 10 contains 838 members 
Mstep: Class 11 contains 20702 members 
Mstep: Class 12 contains 71476 members 
Mstep: Class 13 contains 177240 members 
Mstep: Class 14 contains 8903 members 
Mstep: Class 15 contains 96154 members 
Mstep: Class 16 contains 6599 members 
Mstep: Class 17 contains 6024 members 
Mstep: Class 18 contains 16985 members 
Mstep: Class 19 contains 52954 members 
Mstep: Class 20 contains 10983 members 
Mstep: Class 21 contains 16310 members 
Mstep: Class 22 contains 35554 members 
Mstep: Class 23 contains 29915 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 3620 members 
Mstep: Class 26 contains 5825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156018832.000000 Penalty: 90998.031250
Iteration 60F: 27 clusters Score -1.560188e+08 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 175444 members 
Mstep: Class 2 contains 3633 members 
Mstep: Class 3 contains 195254 members 
Mstep: Class 4 contains 192985 members 
Mstep: Class 5 contains 19389 members 
Mstep: Class 6 contains 13123 members 
Mstep: Class 7 contains 157448 members 
Mstep: Class 8 contains 11709 members 
Mstep: Class 9 contains 11192 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 20706 members 
Mstep: Class 12 contains 71771 members 
Mstep: Class 13 contains 177243 members 
Mstep: Class 14 contains 8900 members 
Mstep: Class 15 contains 96130 members 
Mstep: Class 16 contains 6664 members 
Mstep: Class 17 contains 6013 members 
Mstep: Class 18 contains 16990 members 
Mstep: Class 19 contains 52756 members 
Mstep: Class 20 contains 10906 members 
Mstep: Class 21 contains 16312 members 
Mstep: Class 22 contains 35550 members 
Mstep: Class 23 contains 30408 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 3636 members 
Mstep: Class 26 contains 5837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156019568.000000 Penalty: 90998.031250
Iteration 61Q: 27 clusters Score -1.560196e+08 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 174913 members 
Mstep: Class 2 contains 3625 members 
Mstep: Class 3 contains 195333 members 
Mstep: Class 4 contains 192810 members 
Mstep: Class 5 contains 19306 members 
Mstep: Class 6 contains 13102 members 
Mstep: Class 7 contains 157497 members 
Mstep: Class 8 contains 11436 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 20708 members 
Mstep: Class 12 contains 72083 members 
Mstep: Class 13 contains 177278 members 
Mstep: Class 14 contains 8896 members 
Mstep: Class 15 contains 96118 members 
Mstep: Class 16 contains 6723 members 
Mstep: Class 17 contains 6013 members 
Mstep: Class 18 contains 16986 members 
Mstep: Class 19 contains 52594 members 
Mstep: Class 20 contains 10842 members 
Mstep: Class 21 contains 16319 members 
Mstep: Class 22 contains 35545 members 
Mstep: Class 23 contains 30878 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3650 members 
Mstep: Class 26 contains 5856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156020032.000000 Penalty: 90998.031250
Iteration 62Q: 27 clusters Score -1.5602e+08 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 174358 members 
Mstep: Class 2 contains 3616 members 
Mstep: Class 3 contains 195403 members 
Mstep: Class 4 contains 192717 members 
Mstep: Class 5 contains 19230 members 
Mstep: Class 6 contains 13087 members 
Mstep: Class 7 contains 157570 members 
Mstep: Class 8 contains 11162 members 
Mstep: Class 9 contains 11755 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 20719 members 
Mstep: Class 12 contains 72358 members 
Mstep: Class 13 contains 177326 members 
Mstep: Class 14 contains 8901 members 
Mstep: Class 15 contains 96119 members 
Mstep: Class 16 contains 6778 members 
Mstep: Class 17 contains 5996 members 
Mstep: Class 18 contains 16975 members 
Mstep: Class 19 contains 52429 members 
Mstep: Class 20 contains 10777 members 
Mstep: Class 21 contains 16319 members 
Mstep: Class 22 contains 35531 members 
Mstep: Class 23 contains 31337 members 
Mstep: Class 24 contains 5098 members 
Mstep: Class 25 contains 3662 members 
Mstep: Class 26 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156020608.000000 Penalty: 90998.031250
Iteration 63Q: 27 clusters Score -1.560206e+08 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 173790 members 
Mstep: Class 2 contains 3615 members 
Mstep: Class 3 contains 195486 members 
Mstep: Class 4 contains 192671 members 
Mstep: Class 5 contains 19169 members 
Mstep: Class 6 contains 13086 members 
Mstep: Class 7 contains 157613 members 
Mstep: Class 8 contains 10886 members 
Mstep: Class 9 contains 11999 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 72659 members 
Mstep: Class 13 contains 177262 members 
Mstep: Class 14 contains 8904 members 
Mstep: Class 15 contains 96128 members 
Mstep: Class 16 contains 6827 members 
Mstep: Class 17 contains 6002 members 
Mstep: Class 18 contains 16970 members 
Mstep: Class 19 contains 52298 members 
Mstep: Class 20 contains 10701 members 
Mstep: Class 21 contains 16314 members 
Mstep: Class 22 contains 35498 members 
Mstep: Class 23 contains 31827 members 
Mstep: Class 24 contains 5099 members 
Mstep: Class 25 contains 3673 members 
Mstep: Class 26 contains 5897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156020848.000000 Penalty: 90998.031250
Iteration 64Q: 27 clusters Score -1.560208e+08 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 173322 members 
Mstep: Class 2 contains 3614 members 
Mstep: Class 3 contains 195546 members 
Mstep: Class 4 contains 192693 members 
Mstep: Class 5 contains 19080 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 157647 members 
Mstep: Class 8 contains 10627 members 
Mstep: Class 9 contains 12198 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 20727 members 
Mstep: Class 12 contains 72957 members 
Mstep: Class 13 contains 177062 members 
Mstep: Class 14 contains 8907 members 
Mstep: Class 15 contains 96140 members 
Mstep: Class 16 contains 6875 members 
Mstep: Class 17 contains 6002 members 
Mstep: Class 18 contains 16965 members 
Mstep: Class 19 contains 52213 members 
Mstep: Class 20 contains 10636 members 
Mstep: Class 21 contains 16315 members 
Mstep: Class 22 contains 35482 members 
Mstep: Class 23 contains 32313 members 
Mstep: Class 24 contains 5100 members 
Mstep: Class 25 contains 3687 members 
Mstep: Class 26 contains 5916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156021312.000000 Penalty: 90998.031250
Iteration 65Q: 27 clusters Score -1.560213e+08 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 172855 members 
Mstep: Class 2 contains 3609 members 
Mstep: Class 3 contains 195647 members 
Mstep: Class 4 contains 192739 members 
Mstep: Class 5 contains 19004 members 
Mstep: Class 6 contains 13064 members 
Mstep: Class 7 contains 157669 members 
Mstep: Class 8 contains 10384 members 
Mstep: Class 9 contains 12410 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 20738 members 
Mstep: Class 12 contains 73254 members 
Mstep: Class 13 contains 176832 members 
Mstep: Class 14 contains 8903 members 
Mstep: Class 15 contains 96147 members 
Mstep: Class 16 contains 6921 members 
Mstep: Class 17 contains 5998 members 
Mstep: Class 18 contains 16973 members 
Mstep: Class 19 contains 52132 members 
Mstep: Class 20 contains 10547 members 
Mstep: Class 21 contains 16318 members 
Mstep: Class 22 contains 35459 members 
Mstep: Class 23 contains 32770 members 
Mstep: Class 24 contains 5100 members 
Mstep: Class 25 contains 3688 members 
Mstep: Class 26 contains 5940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156021552.000000 Penalty: 90998.031250
Iteration 66Q: 27 clusters Score -1.560216e+08 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 172392 members 
Mstep: Class 2 contains 3610 members 
Mstep: Class 3 contains 195745 members 
Mstep: Class 4 contains 192822 members 
Mstep: Class 5 contains 18933 members 
Mstep: Class 6 contains 13058 members 
Mstep: Class 7 contains 157706 members 
Mstep: Class 8 contains 10152 members 
Mstep: Class 9 contains 12574 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 20742 members 
Mstep: Class 12 contains 73509 members 
Mstep: Class 13 contains 176639 members 
Mstep: Class 14 contains 8898 members 
Mstep: Class 15 contains 96142 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 5993 members 
Mstep: Class 18 contains 16981 members 
Mstep: Class 19 contains 52061 members 
Mstep: Class 20 contains 10488 members 
Mstep: Class 21 contains 16313 members 
Mstep: Class 22 contains 35436 members 
Mstep: Class 23 contains 33181 members 
Mstep: Class 24 contains 5101 members 
Mstep: Class 25 contains 3691 members 
Mstep: Class 26 contains 5957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156021552.000000 Penalty: 90998.031250
Iteration 67Q: 27 clusters Score -1.560216e+08 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 171942 members 
Mstep: Class 2 contains 3614 members 
Mstep: Class 3 contains 195835 members 
Mstep: Class 4 contains 192978 members 
Mstep: Class 5 contains 18883 members 
Mstep: Class 6 contains 13047 members 
Mstep: Class 7 contains 157733 members 
Mstep: Class 8 contains 9934 members 
Mstep: Class 9 contains 12713 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 20746 members 
Mstep: Class 12 contains 73776 members 
Mstep: Class 13 contains 176347 members 
Mstep: Class 14 contains 8893 members 
Mstep: Class 15 contains 96148 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 6003 members 
Mstep: Class 18 contains 16990 members 
Mstep: Class 19 contains 52011 members 
Mstep: Class 20 contains 10403 members 
Mstep: Class 21 contains 16307 members 
Mstep: Class 22 contains 35417 members 
Mstep: Class 23 contains 33590 members 
Mstep: Class 24 contains 5103 members 
Mstep: Class 25 contains 3688 members 
Mstep: Class 26 contains 5967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156022128.000000 Penalty: 90998.031250
Iteration 68Q: 27 clusters Score -1.560221e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 171531 members 
Mstep: Class 2 contains 3610 members 
Mstep: Class 3 contains 195910 members 
Mstep: Class 4 contains 193154 members 
Mstep: Class 5 contains 18812 members 
Mstep: Class 6 contains 13034 members 
Mstep: Class 7 contains 157771 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 12830 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 74031 members 
Mstep: Class 13 contains 176070 members 
Mstep: Class 14 contains 8883 members 
Mstep: Class 15 contains 96154 members 
Mstep: Class 16 contains 7088 members 
Mstep: Class 17 contains 6008 members 
Mstep: Class 18 contains 16988 members 
Mstep: Class 19 contains 51988 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 16304 members 
Mstep: Class 22 contains 35392 members 
Mstep: Class 23 contains 33968 members 
Mstep: Class 24 contains 5105 members 
Mstep: Class 25 contains 3696 members 
Mstep: Class 26 contains 5976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156022384.000000 Penalty: 90998.031250
Iteration 69Q: 27 clusters Score -1.560224e+08 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 171228 members 
Mstep: Class 2 contains 3611 members 
Mstep: Class 3 contains 196004 members 
Mstep: Class 4 contains 193403 members 
Mstep: Class 5 contains 18762 members 
Mstep: Class 6 contains 13020 members 
Mstep: Class 7 contains 157798 members 
Mstep: Class 8 contains 9539 members 
Mstep: Class 9 contains 12919 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 20749 members 
Mstep: Class 12 contains 74204 members 
Mstep: Class 13 contains 175645 members 
Mstep: Class 14 contains 8878 members 
Mstep: Class 15 contains 96139 members 
Mstep: Class 16 contains 7173 members 
Mstep: Class 17 contains 6001 members 
Mstep: Class 18 contains 16989 members 
Mstep: Class 19 contains 51960 members 
Mstep: Class 20 contains 10276 members 
Mstep: Class 21 contains 16305 members 
Mstep: Class 22 contains 35370 members 
Mstep: Class 23 contains 34349 members 
Mstep: Class 24 contains 5105 members 
Mstep: Class 25 contains 3696 members 
Mstep: Class 26 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156022976.000000 Penalty: 90998.031250
Iteration 70Q: 27 clusters Score -1.56023e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170983 members 
Mstep: Class 2 contains 3596 members 
Mstep: Class 3 contains 196127 members 
Mstep: Class 4 contains 193608 members 
Mstep: Class 5 contains 18721 members 
Mstep: Class 6 contains 13012 members 
Mstep: Class 7 contains 157809 members 
Mstep: Class 8 contains 9344 members 
Mstep: Class 9 contains 12993 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 20753 members 
Mstep: Class 12 contains 74406 members 
Mstep: Class 13 contains 175170 members 
Mstep: Class 14 contains 8874 members 
Mstep: Class 15 contains 96134 members 
Mstep: Class 16 contains 7234 members 
Mstep: Class 17 contains 6000 members 
Mstep: Class 18 contains 16994 members 
Mstep: Class 19 contains 51959 members 
Mstep: Class 20 contains 10233 members 
Mstep: Class 21 contains 16307 members 
Mstep: Class 22 contains 35343 members 
Mstep: Class 23 contains 34717 members 
Mstep: Class 24 contains 5105 members 
Mstep: Class 25 contains 3699 members 
Mstep: Class 26 contains 5982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156023264.000000 Penalty: 90998.031250
Iteration 71Q: 27 clusters Score -1.560233e+08 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170781 members 
Mstep: Class 2 contains 3596 members 
Mstep: Class 3 contains 196244 members 
Mstep: Class 4 contains 193823 members 
Mstep: Class 5 contains 18676 members 
Mstep: Class 6 contains 13013 members 
Mstep: Class 7 contains 157837 members 
Mstep: Class 8 contains 9141 members 
Mstep: Class 9 contains 13074 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 20755 members 
Mstep: Class 12 contains 74627 members 
Mstep: Class 13 contains 174605 members 
Mstep: Class 14 contains 8873 members 
Mstep: Class 15 contains 96142 members 
Mstep: Class 16 contains 7277 members 
Mstep: Class 17 contains 5993 members 
Mstep: Class 18 contains 17006 members 
Mstep: Class 19 contains 51949 members 
Mstep: Class 20 contains 10186 members 
Mstep: Class 21 contains 16306 members 
Mstep: Class 22 contains 35319 members 
Mstep: Class 23 contains 35089 members 
Mstep: Class 24 contains 5104 members 
Mstep: Class 25 contains 3701 members 
Mstep: Class 26 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156023632.000000 Penalty: 90998.031250
Iteration 72Q: 27 clusters Score -1.560236e+08 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170624 members 
Mstep: Class 2 contains 3603 members 
Mstep: Class 3 contains 196380 members 
Mstep: Class 4 contains 194036 members 
Mstep: Class 5 contains 18631 members 
Mstep: Class 6 contains 13013 members 
Mstep: Class 7 contains 157885 members 
Mstep: Class 8 contains 8934 members 
Mstep: Class 9 contains 13156 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 20755 members 
Mstep: Class 12 contains 74890 members 
Mstep: Class 13 contains 173952 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 96150 members 
Mstep: Class 16 contains 7316 members 
Mstep: Class 17 contains 5990 members 
Mstep: Class 18 contains 17015 members 
Mstep: Class 19 contains 51933 members 
Mstep: Class 20 contains 10138 members 
Mstep: Class 21 contains 16295 members 
Mstep: Class 22 contains 35280 members 
Mstep: Class 23 contains 35450 members 
Mstep: Class 24 contains 5104 members 
Mstep: Class 25 contains 3713 members 
Mstep: Class 26 contains 5989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156023520.000000 Penalty: 90998.031250
Iteration 73Q: 27 clusters Score -1.560235e+08 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170469 members 
Mstep: Class 2 contains 3601 members 
Mstep: Class 3 contains 196542 members 
Mstep: Class 4 contains 194211 members 
Mstep: Class 5 contains 18581 members 
Mstep: Class 6 contains 13012 members 
Mstep: Class 7 contains 157992 members 
Mstep: Class 8 contains 8720 members 
Mstep: Class 9 contains 13240 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 20760 members 
Mstep: Class 12 contains 75176 members 
Mstep: Class 13 contains 173254 members 
Mstep: Class 14 contains 8870 members 
Mstep: Class 15 contains 96160 members 
Mstep: Class 16 contains 7347 members 
Mstep: Class 17 contains 5990 members 
Mstep: Class 18 contains 17022 members 
Mstep: Class 19 contains 51915 members 
Mstep: Class 20 contains 10091 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 35248 members 
Mstep: Class 23 contains 35796 members 
Mstep: Class 24 contains 5103 members 
Mstep: Class 25 contains 3718 members 
Mstep: Class 26 contains 5992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156023968.000000 Penalty: 90998.031250
Iteration 74Q: 27 clusters Score -1.56024e+08 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170381 members 
Mstep: Class 2 contains 3602 members 
Mstep: Class 3 contains 196671 members 
Mstep: Class 4 contains 194421 members 
Mstep: Class 5 contains 18545 members 
Mstep: Class 6 contains 13018 members 
Mstep: Class 7 contains 158086 members 
Mstep: Class 8 contains 8514 members 
Mstep: Class 9 contains 13294 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 20766 members 
Mstep: Class 12 contains 75488 members 
Mstep: Class 13 contains 172468 members 
Mstep: Class 14 contains 8867 members 
Mstep: Class 15 contains 96178 members 
Mstep: Class 16 contains 7377 members 
Mstep: Class 17 contains 5996 members 
Mstep: Class 18 contains 17027 members 
Mstep: Class 19 contains 51900 members 
Mstep: Class 20 contains 10053 members 
Mstep: Class 21 contains 16283 members 
Mstep: Class 22 contains 35228 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 5100 members 
Mstep: Class 25 contains 3715 members 
Mstep: Class 26 contains 5997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156024080.000000 Penalty: 90998.031250
Iteration 75Q: 27 clusters Score -1.560241e+08 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170300 members 
Mstep: Class 2 contains 3610 members 
Mstep: Class 3 contains 196773 members 
Mstep: Class 4 contains 194657 members 
Mstep: Class 5 contains 18518 members 
Mstep: Class 6 contains 13016 members 
Mstep: Class 7 contains 158143 members 
Mstep: Class 8 contains 8307 members 
Mstep: Class 9 contains 13349 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 75764 members 
Mstep: Class 13 contains 171691 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 96197 members 
Mstep: Class 16 contains 7420 members 
Mstep: Class 17 contains 5999 members 
Mstep: Class 18 contains 17034 members 
Mstep: Class 19 contains 51905 members 
Mstep: Class 20 contains 10008 members 
Mstep: Class 21 contains 16278 members 
Mstep: Class 22 contains 35218 members 
Mstep: Class 23 contains 36474 members 
Mstep: Class 24 contains 5100 members 
Mstep: Class 25 contains 3712 members 
Mstep: Class 26 contains 6004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156024416.000000 Penalty: 90998.031250
Iteration 76Q: 27 clusters Score -1.560244e+08 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170164 members 
Mstep: Class 2 contains 3624 members 
Mstep: Class 3 contains 196903 members 
Mstep: Class 4 contains 194872 members 
Mstep: Class 5 contains 18487 members 
Mstep: Class 6 contains 13020 members 
Mstep: Class 7 contains 158199 members 
Mstep: Class 8 contains 8073 members 
Mstep: Class 9 contains 13400 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 20775 members 
Mstep: Class 12 contains 76057 members 
Mstep: Class 13 contains 170938 members 
Mstep: Class 14 contains 8852 members 
Mstep: Class 15 contains 96221 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 6003 members 
Mstep: Class 18 contains 17040 members 
Mstep: Class 19 contains 51919 members 
Mstep: Class 20 contains 9986 members 
Mstep: Class 21 contains 16269 members 
Mstep: Class 22 contains 35193 members 
Mstep: Class 23 contains 36842 members 
Mstep: Class 24 contains 5099 members 
Mstep: Class 25 contains 3711 members 
Mstep: Class 26 contains 6009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156024736.000000 Penalty: 90998.031250
Iteration 77Q: 27 clusters Score -1.560247e+08 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170020 members 
Mstep: Class 2 contains 3633 members 
Mstep: Class 3 contains 197020 members 
Mstep: Class 4 contains 195066 members 
Mstep: Class 5 contains 18452 members 
Mstep: Class 6 contains 13023 members 
Mstep: Class 7 contains 158274 members 
Mstep: Class 8 contains 7834 members 
Mstep: Class 9 contains 13460 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 20786 members 
Mstep: Class 12 contains 76313 members 
Mstep: Class 13 contains 170268 members 
Mstep: Class 14 contains 8841 members 
Mstep: Class 15 contains 96234 members 
Mstep: Class 16 contains 7482 members 
Mstep: Class 17 contains 5999 members 
Mstep: Class 18 contains 17049 members 
Mstep: Class 19 contains 51939 members 
Mstep: Class 20 contains 9954 members 
Mstep: Class 21 contains 16262 members 
Mstep: Class 22 contains 35163 members 
Mstep: Class 23 contains 37212 members 
Mstep: Class 24 contains 5099 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 6012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156025168.000000 Penalty: 90998.031250
Iteration 78Q: 27 clusters Score -1.560252e+08 nChanged 3433
Entering ConstructFrom: 
Score: -156025168.000000 Penalty: 90998.031250
Entering ConstructFrom: 
Trying to split cluster 1 (169868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169868 members 
Entering Unmasked Estep 
Score: -20296210.000000 Penalty: 2986.608643
	Iteration 0F: 2 clusters Score -2.029621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85168 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -20187746.000000 Penalty: 5973.217285
	Iteration 0F: 3 clusters Score -2.018775e+07 nChanged 81171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -20235818.000000 Penalty: 5973.217285
	Iteration 1F: 3 clusters Score -2.023582e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92495 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -20237502.000000 Penalty: 5973.217285
	Iteration 2Q: 3 clusters Score -2.02375e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -20240030.000000 Penalty: 5973.217285
	Iteration 3Q: 3 clusters Score -2.024003e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103106 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -20244300.000000 Penalty: 5973.217285
	Iteration 4F: 3 clusters Score -2.02443e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -20250238.000000 Penalty: 5973.217285
	Iteration 5F: 3 clusters Score -2.025024e+07 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122322 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -20258300.000000 Penalty: 5973.217285
	Iteration 6F: 3 clusters Score -2.02583e+07 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134353 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -20268524.000000 Penalty: 5973.217285
	Iteration 7F: 3 clusters Score -2.026852e+07 nChanged 12130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146311 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -20278498.000000 Penalty: 5973.217285
	Iteration 8F: 3 clusters Score -2.02785e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156335 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -20286084.000000 Penalty: 5973.217285
	Iteration 9F: 3 clusters Score -2.028608e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162922 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -20290496.000000 Penalty: 5973.217285
	Iteration 10Q: 3 clusters Score -2.02905e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166503 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -20292308.000000 Penalty: 5973.217285
	Iteration 11Q: 3 clusters Score -2.029231e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168133 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -20293022.000000 Penalty: 5973.217285
	Iteration 12Q: 3 clusters Score -2.029302e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168845 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -20293460.000000 Penalty: 5973.217285
	Iteration 13Q: 3 clusters Score -2.029346e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169140 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -20293616.000000 Penalty: 5973.217285
	Iteration 14Q: 3 clusters Score -2.029362e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169268 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20293686.000000 Penalty: 5973.217285
	Iteration 15Q: 3 clusters Score -2.029369e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169333 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -20293736.000000 Penalty: 5973.217285
	Iteration 16Q: 3 clusters Score -2.029374e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169368 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -20293764.000000 Penalty: 5973.217285
	Iteration 17Q: 3 clusters Score -2.029376e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169388 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -20293780.000000 Penalty: 5973.217285
	Iteration 18Q: 3 clusters Score -2.029378e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169405 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -20293780.000000 Penalty: 5973.217285
	Iteration 19Q: 3 clusters Score -2.029378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169418 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -20293786.000000 Penalty: 5973.217285
	Iteration 20F: 3 clusters Score -2.029379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169424 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -20293788.000000 Penalty: 5973.217285
	Iteration 21Q: 3 clusters Score -2.029379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169429 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20293786.000000 Penalty: 5973.217285
	Iteration 22Q: 3 clusters Score -2.029379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169433 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20293778.000000 Penalty: 5973.217285
	Iteration 23Q: 3 clusters Score -2.029378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169434 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -20293774.000000 Penalty: 5973.217285
	Iteration 24Q: 3 clusters Score -2.029377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169433 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20293780.000000 Penalty: 5973.217285
	Iteration 25Q: 3 clusters Score -2.029378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169434 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -20293776.000000 Penalty: 5973.217285
	Iteration 26Q: 3 clusters Score -2.029378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169434 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -20293776.000000 Penalty: 5973.217285
	Iteration 27F: 3 clusters Score -2.029378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Entering Unmasked Estep 
Score: -425846.781250 Penalty: 2033.262695
	Iteration 0F: 2 clusters Score -425846.8 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 1846 members 
Entering Unmasked Estep 
Score: -422137.562500 Penalty: 4066.525391
	Iteration 0F: 3 clusters Score -422137.6 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -422923.656250 Penalty: 4066.525391
	Iteration 1F: 3 clusters Score -422923.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -423121.781250 Penalty: 4066.525391
	Iteration 2F: 3 clusters Score -423121.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -423235.843750 Penalty: 4066.525391
	Iteration 3Q: 3 clusters Score -423235.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -423300.031250 Penalty: 4066.525391
	Iteration 4Q: 3 clusters Score -423300 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -423370.531250 Penalty: 4066.525391
	Iteration 5Q: 3 clusters Score -423370.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -423432.843750 Penalty: 4066.525391
	Iteration 6Q: 3 clusters Score -423432.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -423485.031250 Penalty: 4066.525391
	Iteration 7Q: 3 clusters Score -423485 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -423529.750000 Penalty: 4066.525391
	Iteration 8Q: 3 clusters Score -423529.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -423571.375000 Penalty: 4066.525391
	Iteration 9Q: 3 clusters Score -423571.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -423602.718750 Penalty: 4066.525391
	Iteration 10Q: 3 clusters Score -423602.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -423655.343750 Penalty: 4066.525391
	Iteration 11Q: 3 clusters Score -423655.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -423700.875000 Penalty: 4066.525391
	Iteration 12Q: 3 clusters Score -423700.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -423735.531250 Penalty: 4066.525391
	Iteration 13Q: 3 clusters Score -423735.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -423765.968750 Penalty: 4066.525391
	Iteration 14Q: 3 clusters Score -423766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -423804.281250 Penalty: 4066.525391
	Iteration 15Q: 3 clusters Score -423804.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -423844.625000 Penalty: 4066.525391
	Iteration 16Q: 3 clusters Score -423844.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -423876.968750 Penalty: 4066.525391
	Iteration 17Q: 3 clusters Score -423877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -423899.187500 Penalty: 4066.525391
	Iteration 18Q: 3 clusters Score -423899.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -423920.187500 Penalty: 4066.525391
	Iteration 19Q: 3 clusters Score -423920.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -423937.062500 Penalty: 4066.525391
	Iteration 20F: 3 clusters Score -423937.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -423955.687500 Penalty: 4066.525391
	Iteration 21Q: 3 clusters Score -423955.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -423965.406250 Penalty: 4066.525391
	Iteration 22Q: 3 clusters Score -423965.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -423971.062500 Penalty: 4066.525391
	Iteration 23Q: 3 clusters Score -423971.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -423975.812500 Penalty: 4066.525391
	Iteration 24Q: 3 clusters Score -423975.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -423979.187500 Penalty: 4066.525391
	Iteration 25Q: 3 clusters Score -423979.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -423981.187500 Penalty: 4066.525391
	Iteration 26Q: 3 clusters Score -423981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -423982.750000 Penalty: 4066.525391
	Iteration 27Q: 3 clusters Score -423982.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -423985.343750 Penalty: 4066.525391
	Iteration 28Q: 3 clusters Score -423985.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -423987.750000 Penalty: 4066.525391
	Iteration 29Q: 3 clusters Score -423987.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -423988.875000 Penalty: 4066.525391
	Iteration 30Q: 3 clusters Score -423988.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -423991.593750 Penalty: 4066.525391
	Iteration 31Q: 3 clusters Score -423991.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -423992.875000 Penalty: 4066.525391
	Iteration 32Q: 3 clusters Score -423992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -423992.656250 Penalty: 4066.525391
	Iteration 33Q: 3 clusters Score -423992.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -423992.656250 Penalty: 4066.525391
	Iteration 34F: 3 clusters Score -423992.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (197132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197132 members 
Entering Unmasked Estep 
Score: -23460768.000000 Penalty: 3023.523926
	Iteration 0F: 2 clusters Score -2.346077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98627 members 
Mstep: Class 2 contains 98505 members 
Entering Unmasked Estep 
Score: -23343922.000000 Penalty: 6047.047852
	Iteration 0F: 3 clusters Score -2.334392e+07 nChanged 94869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99040 members 
Mstep: Class 2 contains 98092 members 
Entering Unmasked Estep 
Score: -23399480.000000 Penalty: 6047.047852
	Iteration 1F: 3 clusters Score -2.339948e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -23400850.000000 Penalty: 6047.047852
	Iteration 2Q: 3 clusters Score -2.340085e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99747 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -23402578.000000 Penalty: 6047.047852
	Iteration 3Q: 3 clusters Score -2.340258e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 96970 members 
Entering Unmasked Estep 
Score: -23404736.000000 Penalty: 6047.047852
	Iteration 4Q: 3 clusters Score -2.340474e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100571 members 
Mstep: Class 2 contains 96561 members 
Entering Unmasked Estep 
Score: -23408290.000000 Penalty: 6047.047852
	Iteration 5Q: 3 clusters Score -2.340829e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100959 members 
Mstep: Class 2 contains 96173 members 
Entering Unmasked Estep 
Score: -23412942.000000 Penalty: 6047.047852
	Iteration 6Q: 3 clusters Score -2.341294e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101006 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -23419340.000000 Penalty: 6047.047852
	Iteration 7F: 3 clusters Score -2.341934e+07 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100563 members 
Mstep: Class 2 contains 96569 members 
Entering Unmasked Estep 
Score: -23427606.000000 Penalty: 6047.047852
	Iteration 8F: 3 clusters Score -2.342761e+07 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99916 members 
Mstep: Class 2 contains 97216 members 
Entering Unmasked Estep 
Score: -23437714.000000 Penalty: 6047.047852
	Iteration 9F: 3 clusters Score -2.343771e+07 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 97805 members 
Entering Unmasked Estep 
Score: -23445918.000000 Penalty: 6047.047852
	Iteration 10F: 3 clusters Score -2.344592e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98921 members 
Mstep: Class 2 contains 98211 members 
Entering Unmasked Estep 
Score: -23450256.000000 Penalty: 6047.047852
	Iteration 11Q: 3 clusters Score -2.345026e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -23452164.000000 Penalty: 6047.047852
	Iteration 12Q: 3 clusters Score -2.345216e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98544 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -23452894.000000 Penalty: 6047.047852
	Iteration 13Q: 3 clusters Score -2.345289e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98400 members 
Mstep: Class 2 contains 98732 members 
Entering Unmasked Estep 
Score: -23453608.000000 Penalty: 6047.047852
	Iteration 14Q: 3 clusters Score -2.345361e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98297 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
Score: -23454080.000000 Penalty: 6047.047852
	Iteration 15Q: 3 clusters Score -2.345408e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 98979 members 
Entering Unmasked Estep 
Score: -23454320.000000 Penalty: 6047.047852
	Iteration 16Q: 3 clusters Score -2.345432e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98021 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -23454720.000000 Penalty: 6047.047852
	Iteration 17Q: 3 clusters Score -2.345472e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97949 members 
Mstep: Class 2 contains 99183 members 
Entering Unmasked Estep 
Score: -23454978.000000 Penalty: 6047.047852
	Iteration 18Q: 3 clusters Score -2.345498e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 99263 members 
Entering Unmasked Estep 
Score: -23455196.000000 Penalty: 6047.047852
	Iteration 19Q: 3 clusters Score -2.34552e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Mstep: Class 2 contains 99262 members 
Entering Unmasked Estep 
Score: -23455370.000000 Penalty: 6047.047852
	Iteration 20F: 3 clusters Score -2.345537e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 99275 members 
Entering Unmasked Estep 
Score: -23455574.000000 Penalty: 6047.047852
	Iteration 21Q: 3 clusters Score -2.345557e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97881 members 
Mstep: Class 2 contains 99251 members 
Entering Unmasked Estep 
Score: -23455692.000000 Penalty: 6047.047852
	Iteration 22Q: 3 clusters Score -2.345569e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97889 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -23455670.000000 Penalty: 6047.047852
	Iteration 23Q: 3 clusters Score -2.345567e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 99247 members 
Entering Unmasked Estep 
Score: -23455766.000000 Penalty: 6047.047852
	Iteration 24Q: 3 clusters Score -2.345577e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97872 members 
Mstep: Class 2 contains 99260 members 
Entering Unmasked Estep 
Score: -23455834.000000 Penalty: 6047.047852
	Iteration 25Q: 3 clusters Score -2.345583e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97835 members 
Mstep: Class 2 contains 99297 members 
Entering Unmasked Estep 
Score: -23455848.000000 Penalty: 6047.047852
	Iteration 26Q: 3 clusters Score -2.345585e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97795 members 
Mstep: Class 2 contains 99337 members 
Entering Unmasked Estep 
Score: -23455856.000000 Penalty: 6047.047852
	Iteration 27Q: 3 clusters Score -2.345586e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97741 members 
Mstep: Class 2 contains 99391 members 
Entering Unmasked Estep 
Score: -23455866.000000 Penalty: 6047.047852
	Iteration 28Q: 3 clusters Score -2.345587e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97670 members 
Mstep: Class 2 contains 99462 members 
Entering Unmasked Estep 
Score: -23455864.000000 Penalty: 6047.047852
	Iteration 29Q: 3 clusters Score -2.345586e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97566 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -23455968.000000 Penalty: 6047.047852
	Iteration 30Q: 3 clusters Score -2.345597e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97493 members 
Mstep: Class 2 contains 99639 members 
Entering Unmasked Estep 
Score: -23456030.000000 Penalty: 6047.047852
	Iteration 31Q: 3 clusters Score -2.345603e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 99705 members 
Entering Unmasked Estep 
Score: -23456052.000000 Penalty: 6047.047852
	Iteration 32Q: 3 clusters Score -2.345605e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97356 members 
Mstep: Class 2 contains 99776 members 
Entering Unmasked Estep 
Score: -23456116.000000 Penalty: 6047.047852
	Iteration 33Q: 3 clusters Score -2.345612e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97279 members 
Mstep: Class 2 contains 99853 members 
Entering Unmasked Estep 
Score: -23456040.000000 Penalty: 6047.047852
	Iteration 34Q: 3 clusters Score -2.345604e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 99908 members 
Entering Unmasked Estep 
Score: -23456040.000000 Penalty: 6047.047852
	Iteration 35Q: 3 clusters Score -2.345604e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97145 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -23456054.000000 Penalty: 6047.047852
	Iteration 36Q: 3 clusters Score -2.345605e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 100066 members 
Entering Unmasked Estep 
Score: -23456076.000000 Penalty: 6047.047852
	Iteration 37Q: 3 clusters Score -2.345608e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96988 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
Score: -23456094.000000 Penalty: 6047.047852
	Iteration 38Q: 3 clusters Score -2.345609e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 100236 members 
Entering Unmasked Estep 
Score: -23456136.000000 Penalty: 6047.047852
	Iteration 39Q: 3 clusters Score -2.345614e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96786 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -23456172.000000 Penalty: 6047.047852
	Iteration 40F: 3 clusters Score -2.345617e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96665 members 
Mstep: Class 2 contains 100467 members 
Entering Unmasked Estep 
Score: -23456150.000000 Penalty: 6047.047852
	Iteration 41Q: 3 clusters Score -2.345615e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 100587 members 
Entering Unmasked Estep 
Score: -23456196.000000 Penalty: 6047.047852
	Iteration 42Q: 3 clusters Score -2.34562e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96429 members 
Mstep: Class 2 contains 100703 members 
Entering Unmasked Estep 
Score: -23456210.000000 Penalty: 6047.047852
	Iteration 43Q: 3 clusters Score -2.345621e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96313 members 
Mstep: Class 2 contains 100819 members 
Entering Unmasked Estep 
Score: -23456182.000000 Penalty: 6047.047852
	Iteration 44Q: 3 clusters Score -2.345618e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -23456182.000000 Penalty: 6047.047852
	Iteration 45Q: 3 clusters Score -2.345618e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96088 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -23456170.000000 Penalty: 6047.047852
	Iteration 46Q: 3 clusters Score -2.345617e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95953 members 
Mstep: Class 2 contains 101179 members 
Entering Unmasked Estep 
Score: -23456270.000000 Penalty: 6047.047852
	Iteration 47Q: 3 clusters Score -2.345627e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 101311 members 
Entering Unmasked Estep 
Score: -23456218.000000 Penalty: 6047.047852
	Iteration 48Q: 3 clusters Score -2.345622e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95702 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -23456280.000000 Penalty: 6047.047852
	Iteration 49Q: 3 clusters Score -2.345628e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 101566 members 
Entering Unmasked Estep 
Score: -23456288.000000 Penalty: 6047.047852
	Iteration 50Q: 3 clusters Score -2.345629e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95440 members 
Mstep: Class 2 contains 101692 members 
Entering Unmasked Estep 
Score: -23456294.000000 Penalty: 6047.047852
	Iteration 51Q: 3 clusters Score -2.345629e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95309 members 
Mstep: Class 2 contains 101823 members 
Entering Unmasked Estep 
Score: -23456324.000000 Penalty: 6047.047852
	Iteration 52Q: 3 clusters Score -2.345632e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95155 members 
Mstep: Class 2 contains 101977 members 
Entering Unmasked Estep 
Score: -23456294.000000 Penalty: 6047.047852
	Iteration 53Q: 3 clusters Score -2.345629e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 102138 members 
Entering Unmasked Estep 
Score: -23456292.000000 Penalty: 6047.047852
	Iteration 54Q: 3 clusters Score -2.345629e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -23456320.000000 Penalty: 6047.047852
	Iteration 55Q: 3 clusters Score -2.345632e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94726 members 
Mstep: Class 2 contains 102406 members 
Entering Unmasked Estep 
Score: -23456316.000000 Penalty: 6047.047852
	Iteration 56Q: 3 clusters Score -2.345632e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94586 members 
Mstep: Class 2 contains 102546 members 
Entering Unmasked Estep 
Score: -23456358.000000 Penalty: 6047.047852
	Iteration 57Q: 3 clusters Score -2.345636e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94454 members 
Mstep: Class 2 contains 102678 members 
Entering Unmasked Estep 
Score: -23456378.000000 Penalty: 6047.047852
	Iteration 58Q: 3 clusters Score -2.345638e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94296 members 
Mstep: Class 2 contains 102836 members 
Entering Unmasked Estep 
Score: -23456386.000000 Penalty: 6047.047852
	Iteration 59Q: 3 clusters Score -2.345639e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94144 members 
Mstep: Class 2 contains 102988 members 
Entering Unmasked Estep 
Score: -23456354.000000 Penalty: 6047.047852
	Iteration 60F: 3 clusters Score -2.345635e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 103143 members 
Entering Unmasked Estep 
Score: -23456342.000000 Penalty: 6047.047852
	Iteration 61Q: 3 clusters Score -2.345634e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93839 members 
Mstep: Class 2 contains 103293 members 
Entering Unmasked Estep 
Score: -23456356.000000 Penalty: 6047.047852
	Iteration 62Q: 3 clusters Score -2.345636e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 103452 members 
Entering Unmasked Estep 
Score: -23456320.000000 Penalty: 6047.047852
	Iteration 63Q: 3 clusters Score -2.345632e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93519 members 
Mstep: Class 2 contains 103613 members 
Entering Unmasked Estep 
Score: -23456362.000000 Penalty: 6047.047852
	Iteration 64Q: 3 clusters Score -2.345636e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93366 members 
Mstep: Class 2 contains 103766 members 
Entering Unmasked Estep 
Score: -23456326.000000 Penalty: 6047.047852
	Iteration 65Q: 3 clusters Score -2.345633e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 103924 members 
Entering Unmasked Estep 
Score: -23456362.000000 Penalty: 6047.047852
	Iteration 66Q: 3 clusters Score -2.345636e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 104095 members 
Entering Unmasked Estep 
Score: -23456398.000000 Penalty: 6047.047852
	Iteration 67Q: 3 clusters Score -2.34564e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 104247 members 
Entering Unmasked Estep 
Score: -23456352.000000 Penalty: 6047.047852
	Iteration 68Q: 3 clusters Score -2.345635e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 104377 members 
Entering Unmasked Estep 
Score: -23456364.000000 Penalty: 6047.047852
	Iteration 69Q: 3 clusters Score -2.345636e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92634 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -23456404.000000 Penalty: 6047.047852
	Iteration 70Q: 3 clusters Score -2.34564e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 104620 members 
Entering Unmasked Estep 
Score: -23456346.000000 Penalty: 6047.047852
	Iteration 71Q: 3 clusters Score -2.345635e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92393 members 
Mstep: Class 2 contains 104739 members 
Entering Unmasked Estep 
Score: -23456332.000000 Penalty: 6047.047852
	Iteration 72Q: 3 clusters Score -2.345633e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92289 members 
Mstep: Class 2 contains 104843 members 
Entering Unmasked Estep 
Score: -23456334.000000 Penalty: 6047.047852
	Iteration 73Q: 3 clusters Score -2.345633e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92199 members 
Mstep: Class 2 contains 104933 members 
Entering Unmasked Estep 
Score: -23456316.000000 Penalty: 6047.047852
	Iteration 74Q: 3 clusters Score -2.345632e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92111 members 
Mstep: Class 2 contains 105021 members 
Entering Unmasked Estep 
Score: -23456318.000000 Penalty: 6047.047852
	Iteration 75Q: 3 clusters Score -2.345632e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 105098 members 
Entering Unmasked Estep 
Score: -23456324.000000 Penalty: 6047.047852
	Iteration 76Q: 3 clusters Score -2.345632e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91953 members 
Mstep: Class 2 contains 105179 members 
Entering Unmasked Estep 
Score: -23456300.000000 Penalty: 6047.047852
	Iteration 77Q: 3 clusters Score -2.34563e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 105267 members 
Entering Unmasked Estep 
Score: -23456312.000000 Penalty: 6047.047852
	Iteration 78Q: 3 clusters Score -2.345631e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91758 members 
Mstep: Class 2 contains 105374 members 
Entering Unmasked Estep 
Score: -23456292.000000 Penalty: 6047.047852
	Iteration 79Q: 3 clusters Score -2.345629e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 105483 members 
Entering Unmasked Estep 
Score: -23456278.000000 Penalty: 6047.047852
	Iteration 80F: 3 clusters Score -2.345628e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 105596 members 
Entering Unmasked Estep 
Score: -23456242.000000 Penalty: 6047.047852
	Iteration 81Q: 3 clusters Score -2.345624e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Mstep: Class 2 contains 105709 members 
Entering Unmasked Estep 
Score: -23456266.000000 Penalty: 6047.047852
	Iteration 82Q: 3 clusters Score -2.345627e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91298 members 
Mstep: Class 2 contains 105834 members 
Entering Unmasked Estep 
Score: -23456286.000000 Penalty: 6047.047852
	Iteration 83Q: 3 clusters Score -2.345629e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 105943 members 
Entering Unmasked Estep 
Score: -23456268.000000 Penalty: 6047.047852
	Iteration 84Q: 3 clusters Score -2.345627e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91065 members 
Mstep: Class 2 contains 106067 members 
Entering Unmasked Estep 
Score: -23456284.000000 Penalty: 6047.047852
	Iteration 85Q: 3 clusters Score -2.345628e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90927 members 
Mstep: Class 2 contains 106205 members 
Entering Unmasked Estep 
Score: -23456282.000000 Penalty: 6047.047852
	Iteration 86Q: 3 clusters Score -2.345628e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 106359 members 
Entering Unmasked Estep 
Score: -23456334.000000 Penalty: 6047.047852
	Iteration 87Q: 3 clusters Score -2.345633e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Mstep: Class 2 contains 106520 members 
Entering Unmasked Estep 
Score: -23456370.000000 Penalty: 6047.047852
	Iteration 88Q: 3 clusters Score -2.345637e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 106702 members 
Entering Unmasked Estep 
Score: -23456406.000000 Penalty: 6047.047852
	Iteration 89Q: 3 clusters Score -2.345641e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90260 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -23456442.000000 Penalty: 6047.047852
	Iteration 90Q: 3 clusters Score -2.345644e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 107041 members 
Entering Unmasked Estep 
Score: -23456394.000000 Penalty: 6047.047852
	Iteration 91Q: 3 clusters Score -2.345639e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 107219 members 
Entering Unmasked Estep 
Score: -23456388.000000 Penalty: 6047.047852
	Iteration 92Q: 3 clusters Score -2.345639e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 107389 members 
Entering Unmasked Estep 
Score: -23456442.000000 Penalty: 6047.047852
	Iteration 93Q: 3 clusters Score -2.345644e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89572 members 
Mstep: Class 2 contains 107560 members 
Entering Unmasked Estep 
Score: -23456464.000000 Penalty: 6047.047852
	Iteration 94Q: 3 clusters Score -2.345646e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89396 members 
Mstep: Class 2 contains 107736 members 
Entering Unmasked Estep 
Score: -23456448.000000 Penalty: 6047.047852
	Iteration 95Q: 3 clusters Score -2.345645e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 107907 members 
Entering Unmasked Estep 
Score: -23456386.000000 Penalty: 6047.047852
	Iteration 96Q: 3 clusters Score -2.345639e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 108075 members 
Entering Unmasked Estep 
Score: -23456344.000000 Penalty: 6047.047852
	Iteration 97Q: 3 clusters Score -2.345634e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88857 members 
Mstep: Class 2 contains 108275 members 
Entering Unmasked Estep 
Score: -23456406.000000 Penalty: 6047.047852
	Iteration 98Q: 3 clusters Score -2.345641e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 108475 members 
Entering Unmasked Estep 
Score: -23456376.000000 Penalty: 6047.047852
	Iteration 99Q: 3 clusters Score -2.345638e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 108697 members 
Entering Unmasked Estep 
Score: -23456370.000000 Penalty: 6047.047852
	Iteration 100F: 3 clusters Score -2.345637e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88174 members 
Mstep: Class 2 contains 108958 members 
Entering Unmasked Estep 
Score: -23456362.000000 Penalty: 6047.047852
	Iteration 101Q: 3 clusters Score -2.345636e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 109242 members 
Entering Unmasked Estep 
Score: -23456418.000000 Penalty: 6047.047852
	Iteration 102Q: 3 clusters Score -2.345642e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87589 members 
Mstep: Class 2 contains 109543 members 
Entering Unmasked Estep 
Score: -23456362.000000 Penalty: 6047.047852
	Iteration 103Q: 3 clusters Score -2.345636e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 109851 members 
Entering Unmasked Estep 
Score: -23456328.000000 Penalty: 6047.047852
	Iteration 104Q: 3 clusters Score -2.345633e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86932 members 
Mstep: Class 2 contains 110200 members 
Entering Unmasked Estep 
Score: -23456322.000000 Penalty: 6047.047852
	Iteration 105Q: 3 clusters Score -2.345632e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 110523 members 
Entering Unmasked Estep 
Score: -23456342.000000 Penalty: 6047.047852
	Iteration 106Q: 3 clusters Score -2.345634e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86285 members 
Mstep: Class 2 contains 110847 members 
Entering Unmasked Estep 
Score: -23456334.000000 Penalty: 6047.047852
	Iteration 107Q: 3 clusters Score -2.345633e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 111203 members 
Entering Unmasked Estep 
Score: -23456324.000000 Penalty: 6047.047852
	Iteration 108Q: 3 clusters Score -2.345632e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85537 members 
Mstep: Class 2 contains 111595 members 
Entering Unmasked Estep 
Score: -23456340.000000 Penalty: 6047.047852
	Iteration 109Q: 3 clusters Score -2.345634e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 112002 members 
Entering Unmasked Estep 
Score: -23456374.000000 Penalty: 6047.047852
	Iteration 110Q: 3 clusters Score -2.345637e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84699 members 
Mstep: Class 2 contains 112433 members 
Entering Unmasked Estep 
Score: -23456458.000000 Penalty: 6047.047852
	Iteration 111Q: 3 clusters Score -2.345646e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 112887 members 
Entering Unmasked Estep 
Score: -23456508.000000 Penalty: 6047.047852
	Iteration 112Q: 3 clusters Score -2.345651e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 113343 members 
Entering Unmasked Estep 
Score: -23456488.000000 Penalty: 6047.047852
	Iteration 113Q: 3 clusters Score -2.345649e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 113798 members 
Entering Unmasked Estep 
Score: -23456508.000000 Penalty: 6047.047852
	Iteration 114Q: 3 clusters Score -2.345651e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 114258 members 
Entering Unmasked Estep 
Score: -23456526.000000 Penalty: 6047.047852
	Iteration 115Q: 3 clusters Score -2.345653e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 114764 members 
Entering Unmasked Estep 
Score: -23456568.000000 Penalty: 6047.047852
	Iteration 116Q: 3 clusters Score -2.345657e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 115276 members 
Entering Unmasked Estep 
Score: -23456678.000000 Penalty: 6047.047852
	Iteration 117Q: 3 clusters Score -2.345668e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81342 members 
Mstep: Class 2 contains 115790 members 
Entering Unmasked Estep 
Score: -23456690.000000 Penalty: 6047.047852
	Iteration 118Q: 3 clusters Score -2.345669e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 116328 members 
Entering Unmasked Estep 
Score: -23456728.000000 Penalty: 6047.047852
	Iteration 119Q: 3 clusters Score -2.345673e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 116882 members 
Entering Unmasked Estep 
Score: -23456800.000000 Penalty: 6047.047852
	Iteration 120F: 3 clusters Score -2.34568e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79668 members 
Mstep: Class 2 contains 117464 members 
Entering Unmasked Estep 
Score: -23456810.000000 Penalty: 6047.047852
	Iteration 121Q: 3 clusters Score -2.345681e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 118051 members 
Entering Unmasked Estep 
Score: -23456830.000000 Penalty: 6047.047852
	Iteration 122Q: 3 clusters Score -2.345683e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 118675 members 
Entering Unmasked Estep 
Score: -23456858.000000 Penalty: 6047.047852
	Iteration 123Q: 3 clusters Score -2.345686e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 119331 members 
Entering Unmasked Estep 
Score: -23456928.000000 Penalty: 6047.047852
	Iteration 124Q: 3 clusters Score -2.345693e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 119983 members 
Entering Unmasked Estep 
Score: -23456950.000000 Penalty: 6047.047852
	Iteration 125Q: 3 clusters Score -2.345695e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76445 members 
Mstep: Class 2 contains 120687 members 
Entering Unmasked Estep 
Score: -23456988.000000 Penalty: 6047.047852
	Iteration 126Q: 3 clusters Score -2.345699e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 121416 members 
Entering Unmasked Estep 
Score: -23457058.000000 Penalty: 6047.047852
	Iteration 127Q: 3 clusters Score -2.345706e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 122134 members 
Entering Unmasked Estep 
Score: -23457100.000000 Penalty: 6047.047852
	Iteration 128Q: 3 clusters Score -2.34571e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 122886 members 
Entering Unmasked Estep 
Score: -23457118.000000 Penalty: 6047.047852
	Iteration 129Q: 3 clusters Score -2.345712e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73493 members 
Mstep: Class 2 contains 123639 members 
Entering Unmasked Estep 
Score: -23457216.000000 Penalty: 6047.047852
	Iteration 130Q: 3 clusters Score -2.345722e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -23457150.000000 Penalty: 6047.047852
	Iteration 131Q: 3 clusters Score -2.345715e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 125292 members 
Entering Unmasked Estep 
Score: -23457152.000000 Penalty: 6047.047852
	Iteration 132Q: 3 clusters Score -2.345715e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 126155 members 
Entering Unmasked Estep 
Score: -23457212.000000 Penalty: 6047.047852
	Iteration 133Q: 3 clusters Score -2.345721e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70093 members 
Mstep: Class 2 contains 127039 members 
Entering Unmasked Estep 
Score: -23457258.000000 Penalty: 6047.047852
	Iteration 134Q: 3 clusters Score -2.345726e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 127976 members 
Entering Unmasked Estep 
Score: -23457312.000000 Penalty: 6047.047852
	Iteration 135Q: 3 clusters Score -2.345731e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 128912 members 
Entering Unmasked Estep 
Score: -23457438.000000 Penalty: 6047.047852
	Iteration 136Q: 3 clusters Score -2.345744e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 129869 members 
Entering Unmasked Estep 
Score: -23457542.000000 Penalty: 6047.047852
	Iteration 137Q: 3 clusters Score -2.345754e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66290 members 
Mstep: Class 2 contains 130842 members 
Entering Unmasked Estep 
Score: -23457598.000000 Penalty: 6047.047852
	Iteration 138Q: 3 clusters Score -2.34576e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 131829 members 
Entering Unmasked Estep 
Score: -23457720.000000 Penalty: 6047.047852
	Iteration 139Q: 3 clusters Score -2.345772e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64220 members 
Mstep: Class 2 contains 132912 members 
Entering Unmasked Estep 
Score: -23457850.000000 Penalty: 6047.047852
	Iteration 140F: 3 clusters Score -2.345785e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 134098 members 
Entering Unmasked Estep 
Score: -23458030.000000 Penalty: 6047.047852
	Iteration 141Q: 3 clusters Score -2.345803e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 135291 members 
Entering Unmasked Estep 
Score: -23458120.000000 Penalty: 6047.047852
	Iteration 142Q: 3 clusters Score -2.345812e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 136595 members 
Entering Unmasked Estep 
Score: -23458360.000000 Penalty: 6047.047852
	Iteration 143Q: 3 clusters Score -2.345836e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 137960 members 
Entering Unmasked Estep 
Score: -23458600.000000 Penalty: 6047.047852
	Iteration 144Q: 3 clusters Score -2.34586e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 139377 members 
Entering Unmasked Estep 
Score: -23458778.000000 Penalty: 6047.047852
	Iteration 145Q: 3 clusters Score -2.345878e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 140870 members 
Entering Unmasked Estep 
Score: -23459034.000000 Penalty: 6047.047852
	Iteration 146Q: 3 clusters Score -2.345903e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 142447 members 
Entering Unmasked Estep 
Score: -23459174.000000 Penalty: 6047.047852
	Iteration 147Q: 3 clusters Score -2.345917e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52971 members 
Mstep: Class 2 contains 144161 members 
Entering Unmasked Estep 
Score: -23459508.000000 Penalty: 6047.047852
	Iteration 148Q: 3 clusters Score -2.345951e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 145993 members 
Entering Unmasked Estep 
Score: -23459750.000000 Penalty: 6047.047852
	Iteration 149Q: 3 clusters Score -2.345975e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 147925 members 
Entering Unmasked Estep 
Score: -23459980.000000 Penalty: 6047.047852
	Iteration 150Q: 3 clusters Score -2.345998e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 149926 members 
Entering Unmasked Estep 
Score: -23460148.000000 Penalty: 6047.047852
	Iteration 151Q: 3 clusters Score -2.346015e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -23460478.000000 Penalty: 6047.047852
	Iteration 152Q: 3 clusters Score -2.346048e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 154323 members 
Entering Unmasked Estep 
Score: -23460810.000000 Penalty: 6047.047852
	Iteration 153Q: 3 clusters Score -2.346081e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 156633 members 
Entering Unmasked Estep 
Score: -23460884.000000 Penalty: 6047.047852
	Iteration 154Q: 3 clusters Score -2.346088e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 159014 members 
Entering Unmasked Estep 
Score: -23460858.000000 Penalty: 6047.047852
	Iteration 155Q: 3 clusters Score -2.346086e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 161382 members 
Entering Unmasked Estep 
Score: -23461030.000000 Penalty: 6047.047852
	Iteration 156Q: 3 clusters Score -2.346103e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 163699 members 
Entering Unmasked Estep 
Score: -23461344.000000 Penalty: 6047.047852
	Iteration 157Q: 3 clusters Score -2.346134e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 166016 members 
Entering Unmasked Estep 
Score: -23461464.000000 Penalty: 6047.047852
	Iteration 158Q: 3 clusters Score -2.346146e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 168160 members 
Entering Unmasked Estep 
Score: -23461440.000000 Penalty: 6047.047852
	Iteration 159Q: 3 clusters Score -2.346144e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 170269 members 
Entering Unmasked Estep 
Score: -23461452.000000 Penalty: 6047.047852
	Iteration 160F: 3 clusters Score -2.346145e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 172343 members 
Entering Unmasked Estep 
Score: -23461394.000000 Penalty: 6047.047852
	Iteration 161Q: 3 clusters Score -2.346139e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 174282 members 
Entering Unmasked Estep 
Score: -23461280.000000 Penalty: 6047.047852
	Iteration 162Q: 3 clusters Score -2.346128e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 176063 members 
Entering Unmasked Estep 
Score: -23461210.000000 Penalty: 6047.047852
	Iteration 163Q: 3 clusters Score -2.346121e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 177623 members 
Entering Unmasked Estep 
Score: -23461110.000000 Penalty: 6047.047852
	Iteration 164Q: 3 clusters Score -2.346111e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 179014 members 
Entering Unmasked Estep 
Score: -23460962.000000 Penalty: 6047.047852
	Iteration 165Q: 3 clusters Score -2.346096e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 180289 members 
Entering Unmasked Estep 
Score: -23460976.000000 Penalty: 6047.047852
	Iteration 166Q: 3 clusters Score -2.346098e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 181497 members 
Entering Unmasked Estep 
Score: -23460858.000000 Penalty: 6047.047852
	Iteration 167Q: 3 clusters Score -2.346086e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 182533 members 
Entering Unmasked Estep 
Score: -23460742.000000 Penalty: 6047.047852
	Iteration 168Q: 3 clusters Score -2.346074e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 183445 members 
Entering Unmasked Estep 
Score: -23460736.000000 Penalty: 6047.047852
	Iteration 169Q: 3 clusters Score -2.346074e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 184304 members 
Entering Unmasked Estep 
Score: -23460612.000000 Penalty: 6047.047852
	Iteration 170Q: 3 clusters Score -2.346061e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 185059 members 
Entering Unmasked Estep 
Score: -23460450.000000 Penalty: 6047.047852
	Iteration 171Q: 3 clusters Score -2.346045e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 185747 members 
Entering Unmasked Estep 
Score: -23460354.000000 Penalty: 6047.047852
	Iteration 172Q: 3 clusters Score -2.346035e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 186379 members 
Entering Unmasked Estep 
Score: -23460330.000000 Penalty: 6047.047852
	Iteration 173Q: 3 clusters Score -2.346033e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 186956 members 
Entering Unmasked Estep 
Score: -23460382.000000 Penalty: 6047.047852
	Iteration 174Q: 3 clusters Score -2.346038e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 187464 members 
Entering Unmasked Estep 
Score: -23460444.000000 Penalty: 6047.047852
	Iteration 175Q: 3 clusters Score -2.346044e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 187899 members 
Entering Unmasked Estep 
Score: -23460388.000000 Penalty: 6047.047852
	Iteration 176Q: 3 clusters Score -2.346039e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 188287 members 
Entering Unmasked Estep 
Score: -23460372.000000 Penalty: 6047.047852
	Iteration 177Q: 3 clusters Score -2.346037e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 188671 members 
Entering Unmasked Estep 
Score: -23460426.000000 Penalty: 6047.047852
	Iteration 178Q: 3 clusters Score -2.346043e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 189007 members 
Entering Unmasked Estep 
Score: -23460408.000000 Penalty: 6047.047852
	Iteration 179Q: 3 clusters Score -2.346041e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 189288 members 
Entering Unmasked Estep 
Score: -23460354.000000 Penalty: 6047.047852
	Iteration 180F: 3 clusters Score -2.346035e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 189568 members 
Entering Unmasked Estep 
Score: -23460410.000000 Penalty: 6047.047852
	Iteration 181Q: 3 clusters Score -2.346041e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 189813 members 
Entering Unmasked Estep 
Score: -23460388.000000 Penalty: 6047.047852
	Iteration 182Q: 3 clusters Score -2.346039e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 190033 members 
Entering Unmasked Estep 
Score: -23460374.000000 Penalty: 6047.047852
	Iteration 183Q: 3 clusters Score -2.346037e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 190220 members 
Entering Unmasked Estep 
Score: -23460376.000000 Penalty: 6047.047852
	Iteration 184Q: 3 clusters Score -2.346038e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 190402 members 
Entering Unmasked Estep 
Score: -23460388.000000 Penalty: 6047.047852
	Iteration 185Q: 3 clusters Score -2.346039e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 190554 members 
Entering Unmasked Estep 
Score: -23460394.000000 Penalty: 6047.047852
	Iteration 186Q: 3 clusters Score -2.346039e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 190696 members 
Entering Unmasked Estep 
Score: -23460432.000000 Penalty: 6047.047852
	Iteration 187Q: 3 clusters Score -2.346043e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 190829 members 
Entering Unmasked Estep 
Score: -23460398.000000 Penalty: 6047.047852
	Iteration 188Q: 3 clusters Score -2.34604e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 190963 members 
Entering Unmasked Estep 
Score: -23460434.000000 Penalty: 6047.047852
	Iteration 189Q: 3 clusters Score -2.346043e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 191078 members 
Entering Unmasked Estep 
Score: -23460398.000000 Penalty: 6047.047852
	Iteration 190Q: 3 clusters Score -2.34604e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 191198 members 
Entering Unmasked Estep 
Score: -23460390.000000 Penalty: 6047.047852
	Iteration 191Q: 3 clusters Score -2.346039e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 191326 members 
Entering Unmasked Estep 
Score: -23460388.000000 Penalty: 6047.047852
	Iteration 192Q: 3 clusters Score -2.346039e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 191434 members 
Entering Unmasked Estep 
Score: -23460394.000000 Penalty: 6047.047852
	Iteration 193Q: 3 clusters Score -2.346039e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 191520 members 
Entering Unmasked Estep 
Score: -23460410.000000 Penalty: 6047.047852
	Iteration 194Q: 3 clusters Score -2.346041e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 191601 members 
Entering Unmasked Estep 
Score: -23460430.000000 Penalty: 6047.047852
	Iteration 195Q: 3 clusters Score -2.346043e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 191664 members 
Entering Unmasked Estep 
Score: -23460412.000000 Penalty: 6047.047852
	Iteration 196Q: 3 clusters Score -2.346041e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 191715 members 
Entering Unmasked Estep 
Score: -23460380.000000 Penalty: 6047.047852
	Iteration 197Q: 3 clusters Score -2.346038e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 191778 members 
Entering Unmasked Estep 
Score: -23460360.000000 Penalty: 6047.047852
	Iteration 198Q: 3 clusters Score -2.346036e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 191835 members 
Entering Unmasked Estep 
Score: -23460336.000000 Penalty: 6047.047852
	Iteration 199Q: 3 clusters Score -2.346034e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 191894 members 
Entering Unmasked Estep 
Score: -23460336.000000 Penalty: 6047.047852
	Iteration 200F: 3 clusters Score -2.346034e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 191948 members 
Entering Unmasked Estep 
Score: -23460330.000000 Penalty: 6047.047852
	Iteration 201Q: 3 clusters Score -2.346033e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 191997 members 
Entering Unmasked Estep 
Score: -23460312.000000 Penalty: 6047.047852
	Iteration 202Q: 3 clusters Score -2.346031e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 192046 members 
Entering Unmasked Estep 
Score: -23460330.000000 Penalty: 6047.047852
	Iteration 203Q: 3 clusters Score -2.346033e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 192098 members 
Entering Unmasked Estep 
Score: -23460312.000000 Penalty: 6047.047852
	Iteration 204Q: 3 clusters Score -2.346031e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 192139 members 
Entering Unmasked Estep 
Score: -23460316.000000 Penalty: 6047.047852
	Iteration 205Q: 3 clusters Score -2.346032e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 192196 members 
Entering Unmasked Estep 
Score: -23460344.000000 Penalty: 6047.047852
	Iteration 206Q: 3 clusters Score -2.346034e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 192248 members 
Entering Unmasked Estep 
Score: -23460404.000000 Penalty: 6047.047852
	Iteration 207Q: 3 clusters Score -2.34604e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 192304 members 
Entering Unmasked Estep 
Score: -23460378.000000 Penalty: 6047.047852
	Iteration 208Q: 3 clusters Score -2.346038e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 192368 members 
Entering Unmasked Estep 
Score: -23460354.000000 Penalty: 6047.047852
	Iteration 209Q: 3 clusters Score -2.346035e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 192424 members 
Entering Unmasked Estep 
Score: -23460344.000000 Penalty: 6047.047852
	Iteration 210Q: 3 clusters Score -2.346034e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 192486 members 
Entering Unmasked Estep 
Score: -23460320.000000 Penalty: 6047.047852
	Iteration 211Q: 3 clusters Score -2.346032e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 192539 members 
Entering Unmasked Estep 
Score: -23460366.000000 Penalty: 6047.047852
	Iteration 212Q: 3 clusters Score -2.346037e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 192605 members 
Entering Unmasked Estep 
Score: -23460360.000000 Penalty: 6047.047852
	Iteration 213Q: 3 clusters Score -2.346036e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 192656 members 
Entering Unmasked Estep 
Score: -23460322.000000 Penalty: 6047.047852
	Iteration 214Q: 3 clusters Score -2.346032e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 192693 members 
Entering Unmasked Estep 
Score: -23460324.000000 Penalty: 6047.047852
	Iteration 215Q: 3 clusters Score -2.346032e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 192724 members 
Entering Unmasked Estep 
Score: -23460344.000000 Penalty: 6047.047852
	Iteration 216Q: 3 clusters Score -2.346034e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 192753 members 
Entering Unmasked Estep 
Score: -23460346.000000 Penalty: 6047.047852
	Iteration 217Q: 3 clusters Score -2.346035e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 192780 members 
Entering Unmasked Estep 
Score: -23460326.000000 Penalty: 6047.047852
	Iteration 218Q: 3 clusters Score -2.346033e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 192811 members 
Entering Unmasked Estep 
Score: -23460328.000000 Penalty: 6047.047852
	Iteration 219Q: 3 clusters Score -2.346033e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 192842 members 
Entering Unmasked Estep 
Score: -23460366.000000 Penalty: 6047.047852
	Iteration 220F: 3 clusters Score -2.346037e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 192867 members 
Entering Unmasked Estep 
Score: -23460374.000000 Penalty: 6047.047852
	Iteration 221Q: 3 clusters Score -2.346037e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 192900 members 
Entering Unmasked Estep 
Score: -23460400.000000 Penalty: 6047.047852
	Iteration 222Q: 3 clusters Score -2.34604e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 192930 members 
Entering Unmasked Estep 
Score: -23460418.000000 Penalty: 6047.047852
	Iteration 223Q: 3 clusters Score -2.346042e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 192952 members 
Entering Unmasked Estep 
Score: -23460390.000000 Penalty: 6047.047852
	Iteration 224Q: 3 clusters Score -2.346039e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 192985 members 
Entering Unmasked Estep 
Score: -23460448.000000 Penalty: 6047.047852
	Iteration 225Q: 3 clusters Score -2.346045e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 193033 members 
Entering Unmasked Estep 
Score: -23460462.000000 Penalty: 6047.047852
	Iteration 226Q: 3 clusters Score -2.346046e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 193084 members 
Entering Unmasked Estep 
Score: -23460502.000000 Penalty: 6047.047852
	Iteration 227Q: 3 clusters Score -2.34605e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 193168 members 
Entering Unmasked Estep 
Score: -23460624.000000 Penalty: 6047.047852
	Iteration 228Q: 3 clusters Score -2.346062e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 193267 members 
Entering Unmasked Estep 
Score: -23460792.000000 Penalty: 6047.047852
	Iteration 229Q: 3 clusters Score -2.346079e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 193353 members 
Entering Unmasked Estep 
Score: -23460964.000000 Penalty: 6047.047852
	Iteration 230Q: 3 clusters Score -2.346096e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 193373 members 
Entering Unmasked Estep 
Score: -23461192.000000 Penalty: 6047.047852
	Iteration 231Q: 3 clusters Score -2.346119e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 193376 members 
Entering Unmasked Estep 
Score: -23461432.000000 Penalty: 6047.047852
	Iteration 232Q: 3 clusters Score -2.346143e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 193349 members 
Entering Unmasked Estep 
Score: -23461572.000000 Penalty: 6047.047852
	Iteration 233Q: 3 clusters Score -2.346157e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 193295 members 
Entering Unmasked Estep 
Score: -23461672.000000 Penalty: 6047.047852
	Iteration 234Q: 3 clusters Score -2.346167e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 193242 members 
Entering Unmasked Estep 
Score: -23461712.000000 Penalty: 6047.047852
	Iteration 235Q: 3 clusters Score -2.346171e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 193185 members 
Entering Unmasked Estep 
Score: -23461736.000000 Penalty: 6047.047852
	Iteration 236Q: 3 clusters Score -2.346174e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 193153 members 
Entering Unmasked Estep 
Score: -23461722.000000 Penalty: 6047.047852
	Iteration 237Q: 3 clusters Score -2.346172e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 193127 members 
Entering Unmasked Estep 
Score: -23461712.000000 Penalty: 6047.047852
	Iteration 238Q: 3 clusters Score -2.346171e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 193107 members 
Entering Unmasked Estep 
Score: -23461736.000000 Penalty: 6047.047852
	Iteration 239Q: 3 clusters Score -2.346174e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 193083 members 
Entering Unmasked Estep 
Score: -23461772.000000 Penalty: 6047.047852
	Iteration 240F: 3 clusters Score -2.346177e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 193062 members 
Entering Unmasked Estep 
Score: -23461774.000000 Penalty: 6047.047852
	Iteration 241Q: 3 clusters Score -2.346177e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 193039 members 
Entering Unmasked Estep 
Score: -23461804.000000 Penalty: 6047.047852
	Iteration 242Q: 3 clusters Score -2.34618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 193022 members 
Entering Unmasked Estep 
Score: -23461810.000000 Penalty: 6047.047852
	Iteration 243Q: 3 clusters Score -2.346181e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 193000 members 
Entering Unmasked Estep 
Score: -23461802.000000 Penalty: 6047.047852
	Iteration 244Q: 3 clusters Score -2.34618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 192981 members 
Entering Unmasked Estep 
Score: -23461814.000000 Penalty: 6047.047852
	Iteration 245Q: 3 clusters Score -2.346181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 192972 members 
Entering Unmasked Estep 
Score: -23461828.000000 Penalty: 6047.047852
	Iteration 246Q: 3 clusters Score -2.346183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 192965 members 
Entering Unmasked Estep 
Score: -23461824.000000 Penalty: 6047.047852
	Iteration 247Q: 3 clusters Score -2.346182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 192960 members 
Entering Unmasked Estep 
Score: -23461826.000000 Penalty: 6047.047852
	Iteration 248Q: 3 clusters Score -2.346183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 192950 members 
Entering Unmasked Estep 
Score: -23461836.000000 Penalty: 6047.047852
	Iteration 249Q: 3 clusters Score -2.346184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 192943 members 
Entering Unmasked Estep 
Score: -23461846.000000 Penalty: 6047.047852
	Iteration 250Q: 3 clusters Score -2.346185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 192939 members 
Entering Unmasked Estep 
Score: -23461836.000000 Penalty: 6047.047852
	Iteration 251Q: 3 clusters Score -2.346184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 192939 members 
Entering Unmasked Estep 
Score: -23461842.000000 Penalty: 6047.047852
	Iteration 252Q: 3 clusters Score -2.346184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 192938 members 
Entering Unmasked Estep 
Score: -23461844.000000 Penalty: 6047.047852
	Iteration 253Q: 3 clusters Score -2.346184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 192936 members 
Entering Unmasked Estep 
Score: -23461836.000000 Penalty: 6047.047852
	Iteration 254Q: 3 clusters Score -2.346184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 192934 members 
Entering Unmasked Estep 
Score: -23461864.000000 Penalty: 6047.047852
	Iteration 255Q: 3 clusters Score -2.346186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 192933 members 
Entering Unmasked Estep 
Score: -23461856.000000 Penalty: 6047.047852
	Iteration 256Q: 3 clusters Score -2.346186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 192933 members 
Entering Unmasked Estep 
Score: -23461844.000000 Penalty: 6047.047852
	Iteration 257Q: 3 clusters Score -2.346184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 192933 members 
Entering Unmasked Estep 
Score: -23461844.000000 Penalty: 6047.047852
	Iteration 258F: 3 clusters Score -2.346184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169868 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 4199 members 
Mstep: Class 4 contains 195313 members 
Mstep: Class 5 contains 18427 members 
Mstep: Class 6 contains 13020 members 
Mstep: Class 7 contains 158380 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 13499 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 20802 members 
Mstep: Class 12 contains 76543 members 
Mstep: Class 13 contains 169587 members 
Mstep: Class 14 contains 8837 members 
Mstep: Class 15 contains 96246 members 
Mstep: Class 16 contains 7522 members 
Mstep: Class 17 contains 5996 members 
Mstep: Class 18 contains 17062 members 
Mstep: Class 19 contains 51953 members 
Mstep: Class 20 contains 9912 members 
Mstep: Class 21 contains 16257 members 
Mstep: Class 22 contains 35129 members 
Mstep: Class 23 contains 37549 members 
Mstep: Class 24 contains 5099 members 
Mstep: Class 25 contains 3708 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 192933 members 
Entering Unmasked Estep 
Score: -156026864.000000 Penalty: 94497.960938
Splitting cluster 3 changes total score from -156025168.000000 to -156026864.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 4 (195313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195313 members 
Entering Unmasked Estep 
Score: -23146268.000000 Penalty: 3021.224854
	Iteration 0F: 2 clusters Score -2.314627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97783 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -23024062.000000 Penalty: 6042.449707
	Iteration 0F: 3 clusters Score -2.302406e+07 nChanged 93812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96729 members 
Mstep: Class 2 contains 98584 members 
Entering Unmasked Estep 
Score: -23080534.000000 Penalty: 6042.449707
	Iteration 1F: 3 clusters Score -2.308053e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95793 members 
Mstep: Class 2 contains 99520 members 
Entering Unmasked Estep 
Score: -23082836.000000 Penalty: 6042.449707
	Iteration 2Q: 3 clusters Score -2.308284e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94486 members 
Mstep: Class 2 contains 100827 members 
Entering Unmasked Estep 
Score: -23085780.000000 Penalty: 6042.449707
	Iteration 3Q: 3 clusters Score -2.308578e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 102444 members 
Entering Unmasked Estep 
Score: -23089546.000000 Penalty: 6042.449707
	Iteration 4Q: 3 clusters Score -2.308955e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90624 members 
Mstep: Class 2 contains 104689 members 
Entering Unmasked Estep 
Score: -23094730.000000 Penalty: 6042.449707
	Iteration 5F: 3 clusters Score -2.309473e+07 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 107441 members 
Entering Unmasked Estep 
Score: -23101316.000000 Penalty: 6042.449707
	Iteration 6F: 3 clusters Score -2.310132e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 110625 members 
Entering Unmasked Estep 
Score: -23109886.000000 Penalty: 6042.449707
	Iteration 7F: 3 clusters Score -2.310989e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 113821 members 
Entering Unmasked Estep 
Score: -23118284.000000 Penalty: 6042.449707
	Iteration 8F: 3 clusters Score -2.311828e+07 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 116398 members 
Entering Unmasked Estep 
Score: -23124228.000000 Penalty: 6042.449707
	Iteration 9F: 3 clusters Score -2.312423e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 118552 members 
Entering Unmasked Estep 
Score: -23127206.000000 Penalty: 6042.449707
	Iteration 10Q: 3 clusters Score -2.312721e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 120467 members 
Entering Unmasked Estep 
Score: -23128540.000000 Penalty: 6042.449707
	Iteration 11Q: 3 clusters Score -2.312854e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 122401 members 
Entering Unmasked Estep 
Score: -23129374.000000 Penalty: 6042.449707
	Iteration 12Q: 3 clusters Score -2.312937e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 124432 members 
Entering Unmasked Estep 
Score: -23130116.000000 Penalty: 6042.449707
	Iteration 13Q: 3 clusters Score -2.313012e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 126499 members 
Entering Unmasked Estep 
Score: -23130866.000000 Penalty: 6042.449707
	Iteration 14Q: 3 clusters Score -2.313087e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 128644 members 
Entering Unmasked Estep 
Score: -23131756.000000 Penalty: 6042.449707
	Iteration 15Q: 3 clusters Score -2.313176e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 130890 members 
Entering Unmasked Estep 
Score: -23132746.000000 Penalty: 6042.449707
	Iteration 16Q: 3 clusters Score -2.313275e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 133103 members 
Entering Unmasked Estep 
Score: -23133572.000000 Penalty: 6042.449707
	Iteration 17Q: 3 clusters Score -2.313357e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 135332 members 
Entering Unmasked Estep 
Score: -23134542.000000 Penalty: 6042.449707
	Iteration 18Q: 3 clusters Score -2.313454e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 137508 members 
Entering Unmasked Estep 
Score: -23135612.000000 Penalty: 6042.449707
	Iteration 19Q: 3 clusters Score -2.313561e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 139695 members 
Entering Unmasked Estep 
Score: -23136820.000000 Penalty: 6042.449707
	Iteration 20F: 3 clusters Score -2.313682e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 141844 members 
Entering Unmasked Estep 
Score: -23137896.000000 Penalty: 6042.449707
	Iteration 21Q: 3 clusters Score -2.31379e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 143963 members 
Entering Unmasked Estep 
Score: -23138980.000000 Penalty: 6042.449707
	Iteration 22Q: 3 clusters Score -2.313898e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 146063 members 
Entering Unmasked Estep 
Score: -23139960.000000 Penalty: 6042.449707
	Iteration 23Q: 3 clusters Score -2.313996e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 148183 members 
Entering Unmasked Estep 
Score: -23141082.000000 Penalty: 6042.449707
	Iteration 24Q: 3 clusters Score -2.314108e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 150276 members 
Entering Unmasked Estep 
Score: -23142246.000000 Penalty: 6042.449707
	Iteration 25Q: 3 clusters Score -2.314225e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 152200 members 
Entering Unmasked Estep 
Score: -23143184.000000 Penalty: 6042.449707
	Iteration 26Q: 3 clusters Score -2.314318e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 153994 members 
Entering Unmasked Estep 
Score: -23144010.000000 Penalty: 6042.449707
	Iteration 27Q: 3 clusters Score -2.314401e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 155613 members 
Entering Unmasked Estep 
Score: -23144658.000000 Penalty: 6042.449707
	Iteration 28Q: 3 clusters Score -2.314466e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 157071 members 
Entering Unmasked Estep 
Score: -23145004.000000 Penalty: 6042.449707
	Iteration 29Q: 3 clusters Score -2.3145e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 158387 members 
Entering Unmasked Estep 
Score: -23145294.000000 Penalty: 6042.449707
	Iteration 30Q: 3 clusters Score -2.314529e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 159633 members 
Entering Unmasked Estep 
Score: -23145572.000000 Penalty: 6042.449707
	Iteration 31Q: 3 clusters Score -2.314557e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 160747 members 
Entering Unmasked Estep 
Score: -23145706.000000 Penalty: 6042.449707
	Iteration 32Q: 3 clusters Score -2.314571e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 161748 members 
Entering Unmasked Estep 
Score: -23145750.000000 Penalty: 6042.449707
	Iteration 33Q: 3 clusters Score -2.314575e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 162663 members 
Entering Unmasked Estep 
Score: -23145748.000000 Penalty: 6042.449707
	Iteration 34Q: 3 clusters Score -2.314575e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 163518 members 
Entering Unmasked Estep 
Score: -23145748.000000 Penalty: 6042.449707
	Iteration 35Q: 3 clusters Score -2.314575e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 164316 members 
Entering Unmasked Estep 
Score: -23145778.000000 Penalty: 6042.449707
	Iteration 36Q: 3 clusters Score -2.314578e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 165041 members 
Entering Unmasked Estep 
Score: -23145680.000000 Penalty: 6042.449707
	Iteration 37Q: 3 clusters Score -2.314568e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 165725 members 
Entering Unmasked Estep 
Score: -23145654.000000 Penalty: 6042.449707
	Iteration 38Q: 3 clusters Score -2.314565e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 166346 members 
Entering Unmasked Estep 
Score: -23145618.000000 Penalty: 6042.449707
	Iteration 39Q: 3 clusters Score -2.314562e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 166942 members 
Entering Unmasked Estep 
Score: -23145542.000000 Penalty: 6042.449707
	Iteration 40F: 3 clusters Score -2.314554e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 167527 members 
Entering Unmasked Estep 
Score: -23145402.000000 Penalty: 6042.449707
	Iteration 41Q: 3 clusters Score -2.31454e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 168097 members 
Entering Unmasked Estep 
Score: -23145340.000000 Penalty: 6042.449707
	Iteration 42Q: 3 clusters Score -2.314534e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 168630 members 
Entering Unmasked Estep 
Score: -23145330.000000 Penalty: 6042.449707
	Iteration 43Q: 3 clusters Score -2.314533e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 169184 members 
Entering Unmasked Estep 
Score: -23145404.000000 Penalty: 6042.449707
	Iteration 44Q: 3 clusters Score -2.31454e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 169709 members 
Entering Unmasked Estep 
Score: -23145346.000000 Penalty: 6042.449707
	Iteration 45Q: 3 clusters Score -2.314535e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 170217 members 
Entering Unmasked Estep 
Score: -23145290.000000 Penalty: 6042.449707
	Iteration 46Q: 3 clusters Score -2.314529e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 170704 members 
Entering Unmasked Estep 
Score: -23145218.000000 Penalty: 6042.449707
	Iteration 47Q: 3 clusters Score -2.314522e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 171168 members 
Entering Unmasked Estep 
Score: -23145192.000000 Penalty: 6042.449707
	Iteration 48Q: 3 clusters Score -2.314519e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 171640 members 
Entering Unmasked Estep 
Score: -23145196.000000 Penalty: 6042.449707
	Iteration 49Q: 3 clusters Score -2.31452e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -23145270.000000 Penalty: 6042.449707
	Iteration 50Q: 3 clusters Score -2.314527e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 172580 members 
Entering Unmasked Estep 
Score: -23145284.000000 Penalty: 6042.449707
	Iteration 51Q: 3 clusters Score -2.314528e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 173013 members 
Entering Unmasked Estep 
Score: -23145300.000000 Penalty: 6042.449707
	Iteration 52Q: 3 clusters Score -2.31453e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 173434 members 
Entering Unmasked Estep 
Score: -23145280.000000 Penalty: 6042.449707
	Iteration 53Q: 3 clusters Score -2.314528e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 173871 members 
Entering Unmasked Estep 
Score: -23145306.000000 Penalty: 6042.449707
	Iteration 54Q: 3 clusters Score -2.314531e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 174322 members 
Entering Unmasked Estep 
Score: -23145288.000000 Penalty: 6042.449707
	Iteration 55Q: 3 clusters Score -2.314529e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 174781 members 
Entering Unmasked Estep 
Score: -23145288.000000 Penalty: 6042.449707
	Iteration 56Q: 3 clusters Score -2.314529e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 175207 members 
Entering Unmasked Estep 
Score: -23145268.000000 Penalty: 6042.449707
	Iteration 57Q: 3 clusters Score -2.314527e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 175623 members 
Entering Unmasked Estep 
Score: -23145308.000000 Penalty: 6042.449707
	Iteration 58Q: 3 clusters Score -2.314531e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 176000 members 
Entering Unmasked Estep 
Score: -23145306.000000 Penalty: 6042.449707
	Iteration 59Q: 3 clusters Score -2.314531e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 176386 members 
Entering Unmasked Estep 
Score: -23145340.000000 Penalty: 6042.449707
	Iteration 60F: 3 clusters Score -2.314534e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 176778 members 
Entering Unmasked Estep 
Score: -23145322.000000 Penalty: 6042.449707
	Iteration 61Q: 3 clusters Score -2.314532e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 177168 members 
Entering Unmasked Estep 
Score: -23145348.000000 Penalty: 6042.449707
	Iteration 62Q: 3 clusters Score -2.314535e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 177548 members 
Entering Unmasked Estep 
Score: -23145382.000000 Penalty: 6042.449707
	Iteration 63Q: 3 clusters Score -2.314538e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 177895 members 
Entering Unmasked Estep 
Score: -23145346.000000 Penalty: 6042.449707
	Iteration 64Q: 3 clusters Score -2.314535e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 178223 members 
Entering Unmasked Estep 
Score: -23145304.000000 Penalty: 6042.449707
	Iteration 65Q: 3 clusters Score -2.31453e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 178543 members 
Entering Unmasked Estep 
Score: -23145338.000000 Penalty: 6042.449707
	Iteration 66Q: 3 clusters Score -2.314534e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 178849 members 
Entering Unmasked Estep 
Score: -23145326.000000 Penalty: 6042.449707
	Iteration 67Q: 3 clusters Score -2.314533e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 179183 members 
Entering Unmasked Estep 
Score: -23145262.000000 Penalty: 6042.449707
	Iteration 68Q: 3 clusters Score -2.314526e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 179498 members 
Entering Unmasked Estep 
Score: -23145212.000000 Penalty: 6042.449707
	Iteration 69Q: 3 clusters Score -2.314521e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 179823 members 
Entering Unmasked Estep 
Score: -23145264.000000 Penalty: 6042.449707
	Iteration 70Q: 3 clusters Score -2.314526e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 180131 members 
Entering Unmasked Estep 
Score: -23145246.000000 Penalty: 6042.449707
	Iteration 71Q: 3 clusters Score -2.314525e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 180440 members 
Entering Unmasked Estep 
Score: -23145270.000000 Penalty: 6042.449707
	Iteration 72Q: 3 clusters Score -2.314527e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 180736 members 
Entering Unmasked Estep 
Score: -23145226.000000 Penalty: 6042.449707
	Iteration 73Q: 3 clusters Score -2.314523e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 181051 members 
Entering Unmasked Estep 
Score: -23145178.000000 Penalty: 6042.449707
	Iteration 74Q: 3 clusters Score -2.314518e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 181330 members 
Entering Unmasked Estep 
Score: -23145210.000000 Penalty: 6042.449707
	Iteration 75Q: 3 clusters Score -2.314521e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 181606 members 
Entering Unmasked Estep 
Score: -23145224.000000 Penalty: 6042.449707
	Iteration 76Q: 3 clusters Score -2.314522e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 181855 members 
Entering Unmasked Estep 
Score: -23145250.000000 Penalty: 6042.449707
	Iteration 77Q: 3 clusters Score -2.314525e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 182123 members 
Entering Unmasked Estep 
Score: -23145246.000000 Penalty: 6042.449707
	Iteration 78Q: 3 clusters Score -2.314525e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 182366 members 
Entering Unmasked Estep 
Score: -23145316.000000 Penalty: 6042.449707
	Iteration 79Q: 3 clusters Score -2.314532e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 182601 members 
Entering Unmasked Estep 
Score: -23145282.000000 Penalty: 6042.449707
	Iteration 80F: 3 clusters Score -2.314528e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 182811 members 
Entering Unmasked Estep 
Score: -23145246.000000 Penalty: 6042.449707
	Iteration 81Q: 3 clusters Score -2.314525e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 183027 members 
Entering Unmasked Estep 
Score: -23145226.000000 Penalty: 6042.449707
	Iteration 82Q: 3 clusters Score -2.314523e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 183229 members 
Entering Unmasked Estep 
Score: -23145258.000000 Penalty: 6042.449707
	Iteration 83Q: 3 clusters Score -2.314526e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 183417 members 
Entering Unmasked Estep 
Score: -23145298.000000 Penalty: 6042.449707
	Iteration 84Q: 3 clusters Score -2.31453e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 183605 members 
Entering Unmasked Estep 
Score: -23145326.000000 Penalty: 6042.449707
	Iteration 85Q: 3 clusters Score -2.314533e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 183782 members 
Entering Unmasked Estep 
Score: -23145332.000000 Penalty: 6042.449707
	Iteration 86Q: 3 clusters Score -2.314533e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 183940 members 
Entering Unmasked Estep 
Score: -23145338.000000 Penalty: 6042.449707
	Iteration 87Q: 3 clusters Score -2.314534e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 184101 members 
Entering Unmasked Estep 
Score: -23145374.000000 Penalty: 6042.449707
	Iteration 88Q: 3 clusters Score -2.314537e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 184265 members 
Entering Unmasked Estep 
Score: -23145426.000000 Penalty: 6042.449707
	Iteration 89Q: 3 clusters Score -2.314543e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 184429 members 
Entering Unmasked Estep 
Score: -23145378.000000 Penalty: 6042.449707
	Iteration 90Q: 3 clusters Score -2.314538e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 184581 members 
Entering Unmasked Estep 
Score: -23145350.000000 Penalty: 6042.449707
	Iteration 91Q: 3 clusters Score -2.314535e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 184729 members 
Entering Unmasked Estep 
Score: -23145364.000000 Penalty: 6042.449707
	Iteration 92Q: 3 clusters Score -2.314536e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 184871 members 
Entering Unmasked Estep 
Score: -23145372.000000 Penalty: 6042.449707
	Iteration 93Q: 3 clusters Score -2.314537e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 185007 members 
Entering Unmasked Estep 
Score: -23145388.000000 Penalty: 6042.449707
	Iteration 94Q: 3 clusters Score -2.314539e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 185136 members 
Entering Unmasked Estep 
Score: -23145354.000000 Penalty: 6042.449707
	Iteration 95Q: 3 clusters Score -2.314535e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 185268 members 
Entering Unmasked Estep 
Score: -23145350.000000 Penalty: 6042.449707
	Iteration 96Q: 3 clusters Score -2.314535e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 185394 members 
Entering Unmasked Estep 
Score: -23145372.000000 Penalty: 6042.449707
	Iteration 97Q: 3 clusters Score -2.314537e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 185529 members 
Entering Unmasked Estep 
Score: -23145370.000000 Penalty: 6042.449707
	Iteration 98Q: 3 clusters Score -2.314537e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 185661 members 
Entering Unmasked Estep 
Score: -23145378.000000 Penalty: 6042.449707
	Iteration 99Q: 3 clusters Score -2.314538e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 185788 members 
Entering Unmasked Estep 
Score: -23145372.000000 Penalty: 6042.449707
	Iteration 100F: 3 clusters Score -2.314537e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 185912 members 
Entering Unmasked Estep 
Score: -23145368.000000 Penalty: 6042.449707
	Iteration 101Q: 3 clusters Score -2.314537e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 186064 members 
Entering Unmasked Estep 
Score: -23145376.000000 Penalty: 6042.449707
	Iteration 102Q: 3 clusters Score -2.314538e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 186221 members 
Entering Unmasked Estep 
Score: -23145394.000000 Penalty: 6042.449707
	Iteration 103Q: 3 clusters Score -2.314539e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 186367 members 
Entering Unmasked Estep 
Score: -23145424.000000 Penalty: 6042.449707
	Iteration 104Q: 3 clusters Score -2.314542e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 186511 members 
Entering Unmasked Estep 
Score: -23145410.000000 Penalty: 6042.449707
	Iteration 105Q: 3 clusters Score -2.314541e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 186648 members 
Entering Unmasked Estep 
Score: -23145424.000000 Penalty: 6042.449707
	Iteration 106Q: 3 clusters Score -2.314542e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 186769 members 
Entering Unmasked Estep 
Score: -23145386.000000 Penalty: 6042.449707
	Iteration 107Q: 3 clusters Score -2.314539e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 186877 members 
Entering Unmasked Estep 
Score: -23145436.000000 Penalty: 6042.449707
	Iteration 108Q: 3 clusters Score -2.314544e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 186971 members 
Entering Unmasked Estep 
Score: -23145384.000000 Penalty: 6042.449707
	Iteration 109Q: 3 clusters Score -2.314538e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 187082 members 
Entering Unmasked Estep 
Score: -23145404.000000 Penalty: 6042.449707
	Iteration 110Q: 3 clusters Score -2.31454e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 187175 members 
Entering Unmasked Estep 
Score: -23145372.000000 Penalty: 6042.449707
	Iteration 111Q: 3 clusters Score -2.314537e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 187269 members 
Entering Unmasked Estep 
Score: -23145372.000000 Penalty: 6042.449707
	Iteration 112Q: 3 clusters Score -2.314537e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 187360 members 
Entering Unmasked Estep 
Score: -23145392.000000 Penalty: 6042.449707
	Iteration 113Q: 3 clusters Score -2.314539e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 187448 members 
Entering Unmasked Estep 
Score: -23145392.000000 Penalty: 6042.449707
	Iteration 114Q: 3 clusters Score -2.314539e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 187534 members 
Entering Unmasked Estep 
Score: -23145420.000000 Penalty: 6042.449707
	Iteration 115Q: 3 clusters Score -2.314542e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 187621 members 
Entering Unmasked Estep 
Score: -23145430.000000 Penalty: 6042.449707
	Iteration 116Q: 3 clusters Score -2.314543e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 187709 members 
Entering Unmasked Estep 
Score: -23145394.000000 Penalty: 6042.449707
	Iteration 117Q: 3 clusters Score -2.314539e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 187813 members 
Entering Unmasked Estep 
Score: -23145366.000000 Penalty: 6042.449707
	Iteration 118Q: 3 clusters Score -2.314537e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 187909 members 
Entering Unmasked Estep 
Score: -23145440.000000 Penalty: 6042.449707
	Iteration 119Q: 3 clusters Score -2.314544e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 188021 members 
Entering Unmasked Estep 
Score: -23145404.000000 Penalty: 6042.449707
	Iteration 120F: 3 clusters Score -2.31454e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 188128 members 
Entering Unmasked Estep 
Score: -23145388.000000 Penalty: 6042.449707
	Iteration 121Q: 3 clusters Score -2.314539e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 188222 members 
Entering Unmasked Estep 
Score: -23145410.000000 Penalty: 6042.449707
	Iteration 122Q: 3 clusters Score -2.314541e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 188304 members 
Entering Unmasked Estep 
Score: -23145406.000000 Penalty: 6042.449707
	Iteration 123Q: 3 clusters Score -2.314541e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 188394 members 
Entering Unmasked Estep 
Score: -23145428.000000 Penalty: 6042.449707
	Iteration 124Q: 3 clusters Score -2.314543e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 188487 members 
Entering Unmasked Estep 
Score: -23145368.000000 Penalty: 6042.449707
	Iteration 125Q: 3 clusters Score -2.314537e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 188553 members 
Entering Unmasked Estep 
Score: -23145364.000000 Penalty: 6042.449707
	Iteration 126Q: 3 clusters Score -2.314536e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 188637 members 
Entering Unmasked Estep 
Score: -23145326.000000 Penalty: 6042.449707
	Iteration 127Q: 3 clusters Score -2.314533e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 188713 members 
Entering Unmasked Estep 
Score: -23145354.000000 Penalty: 6042.449707
	Iteration 128Q: 3 clusters Score -2.314535e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 188794 members 
Entering Unmasked Estep 
Score: -23145358.000000 Penalty: 6042.449707
	Iteration 129Q: 3 clusters Score -2.314536e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 188872 members 
Entering Unmasked Estep 
Score: -23145340.000000 Penalty: 6042.449707
	Iteration 130Q: 3 clusters Score -2.314534e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 188943 members 
Entering Unmasked Estep 
Score: -23145334.000000 Penalty: 6042.449707
	Iteration 131Q: 3 clusters Score -2.314533e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 189022 members 
Entering Unmasked Estep 
Score: -23145344.000000 Penalty: 6042.449707
	Iteration 132Q: 3 clusters Score -2.314534e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 189078 members 
Entering Unmasked Estep 
Score: -23145358.000000 Penalty: 6042.449707
	Iteration 133Q: 3 clusters Score -2.314536e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 189143 members 
Entering Unmasked Estep 
Score: -23145346.000000 Penalty: 6042.449707
	Iteration 134Q: 3 clusters Score -2.314535e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 189204 members 
Entering Unmasked Estep 
Score: -23145316.000000 Penalty: 6042.449707
	Iteration 135Q: 3 clusters Score -2.314532e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 189259 members 
Entering Unmasked Estep 
Score: -23145306.000000 Penalty: 6042.449707
	Iteration 136Q: 3 clusters Score -2.314531e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 189317 members 
Entering Unmasked Estep 
Score: -23145280.000000 Penalty: 6042.449707
	Iteration 137Q: 3 clusters Score -2.314528e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 189376 members 
Entering Unmasked Estep 
Score: -23145302.000000 Penalty: 6042.449707
	Iteration 138Q: 3 clusters Score -2.31453e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 189420 members 
Entering Unmasked Estep 
Score: -23145306.000000 Penalty: 6042.449707
	Iteration 139Q: 3 clusters Score -2.314531e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 189466 members 
Entering Unmasked Estep 
Score: -23145274.000000 Penalty: 6042.449707
	Iteration 140F: 3 clusters Score -2.314527e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 189498 members 
Entering Unmasked Estep 
Score: -23145298.000000 Penalty: 6042.449707
	Iteration 141Q: 3 clusters Score -2.31453e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 189515 members 
Entering Unmasked Estep 
Score: -23145310.000000 Penalty: 6042.449707
	Iteration 142Q: 3 clusters Score -2.314531e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 189536 members 
Entering Unmasked Estep 
Score: -23145292.000000 Penalty: 6042.449707
	Iteration 143Q: 3 clusters Score -2.314529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 189559 members 
Entering Unmasked Estep 
Score: -23145312.000000 Penalty: 6042.449707
	Iteration 144Q: 3 clusters Score -2.314531e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 189582 members 
Entering Unmasked Estep 
Score: -23145296.000000 Penalty: 6042.449707
	Iteration 145Q: 3 clusters Score -2.31453e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 189605 members 
Entering Unmasked Estep 
Score: -23145314.000000 Penalty: 6042.449707
	Iteration 146Q: 3 clusters Score -2.314531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 189621 members 
Entering Unmasked Estep 
Score: -23145318.000000 Penalty: 6042.449707
	Iteration 147Q: 3 clusters Score -2.314532e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 189639 members 
Entering Unmasked Estep 
Score: -23145318.000000 Penalty: 6042.449707
	Iteration 148Q: 3 clusters Score -2.314532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 189649 members 
Entering Unmasked Estep 
Score: -23145320.000000 Penalty: 6042.449707
	Iteration 149Q: 3 clusters Score -2.314532e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 189659 members 
Entering Unmasked Estep 
Score: -23145308.000000 Penalty: 6042.449707
	Iteration 150Q: 3 clusters Score -2.314531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 189671 members 
Entering Unmasked Estep 
Score: -23145304.000000 Penalty: 6042.449707
	Iteration 151Q: 3 clusters Score -2.31453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 189683 members 
Entering Unmasked Estep 
Score: -23145282.000000 Penalty: 6042.449707
	Iteration 152Q: 3 clusters Score -2.314528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 189703 members 
Entering Unmasked Estep 
Score: -23145286.000000 Penalty: 6042.449707
	Iteration 153Q: 3 clusters Score -2.314529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 189719 members 
Entering Unmasked Estep 
Score: -23145284.000000 Penalty: 6042.449707
	Iteration 154Q: 3 clusters Score -2.314528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 189744 members 
Entering Unmasked Estep 
Score: -23145294.000000 Penalty: 6042.449707
	Iteration 155Q: 3 clusters Score -2.314529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 189760 members 
Entering Unmasked Estep 
Score: -23145296.000000 Penalty: 6042.449707
	Iteration 156Q: 3 clusters Score -2.31453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 189776 members 
Entering Unmasked Estep 
Score: -23145320.000000 Penalty: 6042.449707
	Iteration 157Q: 3 clusters Score -2.314532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 189789 members 
Entering Unmasked Estep 
Score: -23145304.000000 Penalty: 6042.449707
	Iteration 158Q: 3 clusters Score -2.31453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 189807 members 
Entering Unmasked Estep 
Score: -23145296.000000 Penalty: 6042.449707
	Iteration 159Q: 3 clusters Score -2.31453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 189819 members 
Entering Unmasked Estep 
Score: -23145290.000000 Penalty: 6042.449707
	Iteration 160F: 3 clusters Score -2.314529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 189836 members 
Entering Unmasked Estep 
Score: -23145296.000000 Penalty: 6042.449707
	Iteration 161Q: 3 clusters Score -2.31453e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 189853 members 
Entering Unmasked Estep 
Score: -23145294.000000 Penalty: 6042.449707
	Iteration 162Q: 3 clusters Score -2.314529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 189861 members 
Entering Unmasked Estep 
Score: -23145280.000000 Penalty: 6042.449707
	Iteration 163Q: 3 clusters Score -2.314528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 189881 members 
Entering Unmasked Estep 
Score: -23145276.000000 Penalty: 6042.449707
	Iteration 164Q: 3 clusters Score -2.314528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 189898 members 
Entering Unmasked Estep 
Score: -23145288.000000 Penalty: 6042.449707
	Iteration 165Q: 3 clusters Score -2.314529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 189911 members 
Entering Unmasked Estep 
Score: -23145276.000000 Penalty: 6042.449707
	Iteration 166Q: 3 clusters Score -2.314528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 189929 members 
Entering Unmasked Estep 
Score: -23145290.000000 Penalty: 6042.449707
	Iteration 167Q: 3 clusters Score -2.314529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 189948 members 
Entering Unmasked Estep 
Score: -23145264.000000 Penalty: 6042.449707
	Iteration 168Q: 3 clusters Score -2.314526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 189970 members 
Entering Unmasked Estep 
Score: -23145262.000000 Penalty: 6042.449707
	Iteration 169Q: 3 clusters Score -2.314526e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 189986 members 
Entering Unmasked Estep 
Score: -23145246.000000 Penalty: 6042.449707
	Iteration 170Q: 3 clusters Score -2.314525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 190005 members 
Entering Unmasked Estep 
Score: -23145256.000000 Penalty: 6042.449707
	Iteration 171Q: 3 clusters Score -2.314526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 190022 members 
Entering Unmasked Estep 
Score: -23145266.000000 Penalty: 6042.449707
	Iteration 172Q: 3 clusters Score -2.314527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 190044 members 
Entering Unmasked Estep 
Score: -23145264.000000 Penalty: 6042.449707
	Iteration 173Q: 3 clusters Score -2.314526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 190064 members 
Entering Unmasked Estep 
Score: -23145246.000000 Penalty: 6042.449707
	Iteration 174Q: 3 clusters Score -2.314525e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 190083 members 
Entering Unmasked Estep 
Score: -23145242.000000 Penalty: 6042.449707
	Iteration 175Q: 3 clusters Score -2.314524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 190098 members 
Entering Unmasked Estep 
Score: -23145240.000000 Penalty: 6042.449707
	Iteration 176Q: 3 clusters Score -2.314524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 190124 members 
Entering Unmasked Estep 
Score: -23145234.000000 Penalty: 6042.449707
	Iteration 177Q: 3 clusters Score -2.314523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 190149 members 
Entering Unmasked Estep 
Score: -23145222.000000 Penalty: 6042.449707
	Iteration 178Q: 3 clusters Score -2.314522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 190169 members 
Entering Unmasked Estep 
Score: -23145218.000000 Penalty: 6042.449707
	Iteration 179Q: 3 clusters Score -2.314522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 190191 members 
Entering Unmasked Estep 
Score: -23145220.000000 Penalty: 6042.449707
	Iteration 180F: 3 clusters Score -2.314522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 190215 members 
Entering Unmasked Estep 
Score: -23145206.000000 Penalty: 6042.449707
	Iteration 181Q: 3 clusters Score -2.314521e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 190235 members 
Entering Unmasked Estep 
Score: -23145204.000000 Penalty: 6042.449707
	Iteration 182Q: 3 clusters Score -2.31452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 190255 members 
Entering Unmasked Estep 
Score: -23145198.000000 Penalty: 6042.449707
	Iteration 183Q: 3 clusters Score -2.31452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 190274 members 
Entering Unmasked Estep 
Score: -23145178.000000 Penalty: 6042.449707
	Iteration 184Q: 3 clusters Score -2.314518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 190289 members 
Entering Unmasked Estep 
Score: -23145182.000000 Penalty: 6042.449707
	Iteration 185Q: 3 clusters Score -2.314518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 190303 members 
Entering Unmasked Estep 
Score: -23145176.000000 Penalty: 6042.449707
	Iteration 186Q: 3 clusters Score -2.314518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 190314 members 
Entering Unmasked Estep 
Score: -23145186.000000 Penalty: 6042.449707
	Iteration 187Q: 3 clusters Score -2.314519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 190327 members 
Entering Unmasked Estep 
Score: -23145168.000000 Penalty: 6042.449707
	Iteration 188Q: 3 clusters Score -2.314517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 190342 members 
Entering Unmasked Estep 
Score: -23145166.000000 Penalty: 6042.449707
	Iteration 189Q: 3 clusters Score -2.314517e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 190365 members 
Entering Unmasked Estep 
Score: -23145162.000000 Penalty: 6042.449707
	Iteration 190Q: 3 clusters Score -2.314516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 190382 members 
Entering Unmasked Estep 
Score: -23145162.000000 Penalty: 6042.449707
	Iteration 191Q: 3 clusters Score -2.314516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 190390 members 
Entering Unmasked Estep 
Score: -23145162.000000 Penalty: 6042.449707
	Iteration 192Q: 3 clusters Score -2.314516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 190402 members 
Entering Unmasked Estep 
Score: -23145168.000000 Penalty: 6042.449707
	Iteration 193Q: 3 clusters Score -2.314517e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 190414 members 
Entering Unmasked Estep 
Score: -23145170.000000 Penalty: 6042.449707
	Iteration 194Q: 3 clusters Score -2.314517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 190432 members 
Entering Unmasked Estep 
Score: -23145172.000000 Penalty: 6042.449707
	Iteration 195Q: 3 clusters Score -2.314517e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 190453 members 
Entering Unmasked Estep 
Score: -23145160.000000 Penalty: 6042.449707
	Iteration 196Q: 3 clusters Score -2.314516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 190464 members 
Entering Unmasked Estep 
Score: -23145148.000000 Penalty: 6042.449707
	Iteration 197Q: 3 clusters Score -2.314515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 190477 members 
Entering Unmasked Estep 
Score: -23145136.000000 Penalty: 6042.449707
	Iteration 198Q: 3 clusters Score -2.314514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 190484 members 
Entering Unmasked Estep 
Score: -23145144.000000 Penalty: 6042.449707
	Iteration 199Q: 3 clusters Score -2.314514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 190491 members 
Entering Unmasked Estep 
Score: -23145154.000000 Penalty: 6042.449707
	Iteration 200F: 3 clusters Score -2.314515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 190501 members 
Entering Unmasked Estep 
Score: -23145144.000000 Penalty: 6042.449707
	Iteration 201Q: 3 clusters Score -2.314514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 190512 members 
Entering Unmasked Estep 
Score: -23145152.000000 Penalty: 6042.449707
	Iteration 202Q: 3 clusters Score -2.314515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 190529 members 
Entering Unmasked Estep 
Score: -23145136.000000 Penalty: 6042.449707
	Iteration 203Q: 3 clusters Score -2.314514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 190540 members 
Entering Unmasked Estep 
Score: -23145126.000000 Penalty: 6042.449707
	Iteration 204Q: 3 clusters Score -2.314513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 190555 members 
Entering Unmasked Estep 
Score: -23145120.000000 Penalty: 6042.449707
	Iteration 205Q: 3 clusters Score -2.314512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 190577 members 
Entering Unmasked Estep 
Score: -23145124.000000 Penalty: 6042.449707
	Iteration 206Q: 3 clusters Score -2.314512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 190591 members 
Entering Unmasked Estep 
Score: -23145124.000000 Penalty: 6042.449707
	Iteration 207Q: 3 clusters Score -2.314512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 190602 members 
Entering Unmasked Estep 
Score: -23145116.000000 Penalty: 6042.449707
	Iteration 208Q: 3 clusters Score -2.314512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 190612 members 
Entering Unmasked Estep 
Score: -23145104.000000 Penalty: 6042.449707
	Iteration 209Q: 3 clusters Score -2.31451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 190619 members 
Entering Unmasked Estep 
Score: -23145092.000000 Penalty: 6042.449707
	Iteration 210Q: 3 clusters Score -2.314509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 190624 members 
Entering Unmasked Estep 
Score: -23145096.000000 Penalty: 6042.449707
	Iteration 211Q: 3 clusters Score -2.31451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 190628 members 
Entering Unmasked Estep 
Score: -23145088.000000 Penalty: 6042.449707
	Iteration 212Q: 3 clusters Score -2.314509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 190635 members 
Entering Unmasked Estep 
Score: -23145116.000000 Penalty: 6042.449707
	Iteration 213Q: 3 clusters Score -2.314512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 190645 members 
Entering Unmasked Estep 
Score: -23145090.000000 Penalty: 6042.449707
	Iteration 214Q: 3 clusters Score -2.314509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 190649 members 
Entering Unmasked Estep 
Score: -23145092.000000 Penalty: 6042.449707
	Iteration 215Q: 3 clusters Score -2.314509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 190655 members 
Entering Unmasked Estep 
Score: -23145090.000000 Penalty: 6042.449707
	Iteration 216Q: 3 clusters Score -2.314509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 190663 members 
Entering Unmasked Estep 
Score: -23145096.000000 Penalty: 6042.449707
	Iteration 217Q: 3 clusters Score -2.31451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 190676 members 
Entering Unmasked Estep 
Score: -23145074.000000 Penalty: 6042.449707
	Iteration 218Q: 3 clusters Score -2.314507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 190693 members 
Entering Unmasked Estep 
Score: -23145056.000000 Penalty: 6042.449707
	Iteration 219Q: 3 clusters Score -2.314506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 190707 members 
Entering Unmasked Estep 
Score: -23145096.000000 Penalty: 6042.449707
	Iteration 220F: 3 clusters Score -2.31451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 190723 members 
Entering Unmasked Estep 
Score: -23145074.000000 Penalty: 6042.449707
	Iteration 221Q: 3 clusters Score -2.314507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 190739 members 
Entering Unmasked Estep 
Score: -23145096.000000 Penalty: 6042.449707
	Iteration 222Q: 3 clusters Score -2.31451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 190753 members 
Entering Unmasked Estep 
Score: -23145076.000000 Penalty: 6042.449707
	Iteration 223Q: 3 clusters Score -2.314508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 190767 members 
Entering Unmasked Estep 
Score: -23145088.000000 Penalty: 6042.449707
	Iteration 224Q: 3 clusters Score -2.314509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 190780 members 
Entering Unmasked Estep 
Score: -23145086.000000 Penalty: 6042.449707
	Iteration 225Q: 3 clusters Score -2.314509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 190791 members 
Entering Unmasked Estep 
Score: -23145098.000000 Penalty: 6042.449707
	Iteration 226Q: 3 clusters Score -2.31451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 190803 members 
Entering Unmasked Estep 
Score: -23145094.000000 Penalty: 6042.449707
	Iteration 227Q: 3 clusters Score -2.314509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 190812 members 
Entering Unmasked Estep 
Score: -23145078.000000 Penalty: 6042.449707
	Iteration 228Q: 3 clusters Score -2.314508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 190820 members 
Entering Unmasked Estep 
Score: -23145084.000000 Penalty: 6042.449707
	Iteration 229Q: 3 clusters Score -2.314508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 190829 members 
Entering Unmasked Estep 
Score: -23145098.000000 Penalty: 6042.449707
	Iteration 230Q: 3 clusters Score -2.31451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 190838 members 
Entering Unmasked Estep 
Score: -23145106.000000 Penalty: 6042.449707
	Iteration 231Q: 3 clusters Score -2.314511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 190854 members 
Entering Unmasked Estep 
Score: -23145100.000000 Penalty: 6042.449707
	Iteration 232Q: 3 clusters Score -2.31451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 190869 members 
Entering Unmasked Estep 
Score: -23145090.000000 Penalty: 6042.449707
	Iteration 233Q: 3 clusters Score -2.314509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 190884 members 
Entering Unmasked Estep 
Score: -23145086.000000 Penalty: 6042.449707
	Iteration 234Q: 3 clusters Score -2.314509e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 190898 members 
Entering Unmasked Estep 
Score: -23145094.000000 Penalty: 6042.449707
	Iteration 235Q: 3 clusters Score -2.314509e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 190918 members 
Entering Unmasked Estep 
Score: -23145068.000000 Penalty: 6042.449707
	Iteration 236Q: 3 clusters Score -2.314507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 190934 members 
Entering Unmasked Estep 
Score: -23145088.000000 Penalty: 6042.449707
	Iteration 237Q: 3 clusters Score -2.314509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 190947 members 
Entering Unmasked Estep 
Score: -23145100.000000 Penalty: 6042.449707
	Iteration 238Q: 3 clusters Score -2.31451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 190958 members 
Entering Unmasked Estep 
Score: -23145096.000000 Penalty: 6042.449707
	Iteration 239Q: 3 clusters Score -2.31451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 190965 members 
Entering Unmasked Estep 
Score: -23145086.000000 Penalty: 6042.449707
	Iteration 240F: 3 clusters Score -2.314509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 190971 members 
Entering Unmasked Estep 
Score: -23145106.000000 Penalty: 6042.449707
	Iteration 241Q: 3 clusters Score -2.314511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 190976 members 
Entering Unmasked Estep 
Score: -23145108.000000 Penalty: 6042.449707
	Iteration 242Q: 3 clusters Score -2.314511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 190981 members 
Entering Unmasked Estep 
Score: -23145126.000000 Penalty: 6042.449707
	Iteration 243Q: 3 clusters Score -2.314513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 190983 members 
Entering Unmasked Estep 
Score: -23145124.000000 Penalty: 6042.449707
	Iteration 244Q: 3 clusters Score -2.314512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 190982 members 
Entering Unmasked Estep 
Score: -23145128.000000 Penalty: 6042.449707
	Iteration 245Q: 3 clusters Score -2.314513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 190982 members 
Entering Unmasked Estep 
Score: -23145128.000000 Penalty: 6042.449707
	Iteration 246F: 3 clusters Score -2.314513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Entering Unmasked Estep 
Score: -2168926.250000 Penalty: 2435.750000
	Iteration 0F: 2 clusters Score -2168926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2155831.250000 Penalty: 4871.500000
	Iteration 0F: 3 clusters Score -2155831 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2160318.000000 Penalty: 4871.500000
	Iteration 1F: 3 clusters Score -2160318 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2160830.500000 Penalty: 4871.500000
	Iteration 2F: 3 clusters Score -2160830 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2161287.500000 Penalty: 4871.500000
	Iteration 3F: 3 clusters Score -2161288 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2161752.500000 Penalty: 4871.500000
	Iteration 4F: 3 clusters Score -2161752 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2162227.500000 Penalty: 4871.500000
	Iteration 5Q: 3 clusters Score -2162228 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2162736.250000 Penalty: 4871.500000
	Iteration 6F: 3 clusters Score -2162736 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2163317.500000 Penalty: 4871.500000
	Iteration 7F: 3 clusters Score -2163318 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2163976.500000 Penalty: 4871.500000
	Iteration 8F: 3 clusters Score -2163976 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2164550.250000 Penalty: 4871.500000
	Iteration 9Q: 3 clusters Score -2164550 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2165011.500000 Penalty: 4871.500000
	Iteration 10Q: 3 clusters Score -2165012 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2165355.250000 Penalty: 4871.500000
	Iteration 11Q: 3 clusters Score -2165355 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2165554.250000 Penalty: 4871.500000
	Iteration 12Q: 3 clusters Score -2165554 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2165691.000000 Penalty: 4871.500000
	Iteration 13Q: 3 clusters Score -2165691 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2165798.250000 Penalty: 4871.500000
	Iteration 14Q: 3 clusters Score -2165798 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2165887.000000 Penalty: 4871.500000
	Iteration 15Q: 3 clusters Score -2165887 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2165967.750000 Penalty: 4871.500000
	Iteration 16Q: 3 clusters Score -2165968 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2166027.000000 Penalty: 4871.500000
	Iteration 17Q: 3 clusters Score -2166027 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2166096.500000 Penalty: 4871.500000
	Iteration 18Q: 3 clusters Score -2166096 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2166137.750000 Penalty: 4871.500000
	Iteration 19Q: 3 clusters Score -2166138 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2166175.250000 Penalty: 4871.500000
	Iteration 20F: 3 clusters Score -2166175 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2166207.750000 Penalty: 4871.500000
	Iteration 21Q: 3 clusters Score -2166208 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2166240.000000 Penalty: 4871.500000
	Iteration 22Q: 3 clusters Score -2166240 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2166295.250000 Penalty: 4871.500000
	Iteration 23Q: 3 clusters Score -2166295 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2166348.750000 Penalty: 4871.500000
	Iteration 24Q: 3 clusters Score -2166349 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2166417.500000 Penalty: 4871.500000
	Iteration 25Q: 3 clusters Score -2166418 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2166482.750000 Penalty: 4871.500000
	Iteration 26Q: 3 clusters Score -2166483 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2166542.250000 Penalty: 4871.500000
	Iteration 27Q: 3 clusters Score -2166542 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2166612.500000 Penalty: 4871.500000
	Iteration 28Q: 3 clusters Score -2166612 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2166685.250000 Penalty: 4871.500000
	Iteration 29Q: 3 clusters Score -2166685 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2166761.750000 Penalty: 4871.500000
	Iteration 30Q: 3 clusters Score -2166762 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2166845.000000 Penalty: 4871.500000
	Iteration 31Q: 3 clusters Score -2166845 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2166909.750000 Penalty: 4871.500000
	Iteration 32Q: 3 clusters Score -2166910 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2166960.750000 Penalty: 4871.500000
	Iteration 33Q: 3 clusters Score -2166961 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2167008.750000 Penalty: 4871.500000
	Iteration 34Q: 3 clusters Score -2167009 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2167056.000000 Penalty: 4871.500000
	Iteration 35Q: 3 clusters Score -2167056 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2167102.500000 Penalty: 4871.500000
	Iteration 36Q: 3 clusters Score -2167102 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2167120.500000 Penalty: 4871.500000
	Iteration 37Q: 3 clusters Score -2167120 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2167143.250000 Penalty: 4871.500000
	Iteration 38Q: 3 clusters Score -2167143 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2167165.000000 Penalty: 4871.500000
	Iteration 39Q: 3 clusters Score -2167165 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2167174.250000 Penalty: 4871.500000
	Iteration 40F: 3 clusters Score -2167174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2167184.000000 Penalty: 4871.500000
	Iteration 41Q: 3 clusters Score -2167184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2167199.000000 Penalty: 4871.500000
	Iteration 42Q: 3 clusters Score -2167199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2167210.000000 Penalty: 4871.500000
	Iteration 43Q: 3 clusters Score -2167210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2167214.750000 Penalty: 4871.500000
	Iteration 44Q: 3 clusters Score -2167215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2167221.750000 Penalty: 4871.500000
	Iteration 45Q: 3 clusters Score -2167222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2167218.250000 Penalty: 4871.500000
	Iteration 46Q: 3 clusters Score -2167218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2167223.500000 Penalty: 4871.500000
	Iteration 47Q: 3 clusters Score -2167224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2167228.250000 Penalty: 4871.500000
	Iteration 48Q: 3 clusters Score -2167228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2167229.750000 Penalty: 4871.500000
	Iteration 49Q: 3 clusters Score -2167230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2167232.250000 Penalty: 4871.500000
	Iteration 50Q: 3 clusters Score -2167232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2167233.750000 Penalty: 4871.500000
	Iteration 51Q: 3 clusters Score -2167234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2167234.250000 Penalty: 4871.500000
	Iteration 52Q: 3 clusters Score -2167234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2167230.750000 Penalty: 4871.500000
	Iteration 53Q: 3 clusters Score -2167231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2167231.250000 Penalty: 4871.500000
	Iteration 54Q: 3 clusters Score -2167231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2167233.000000 Penalty: 4871.500000
	Iteration 55Q: 3 clusters Score -2167233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2167235.500000 Penalty: 4871.500000
	Iteration 56Q: 3 clusters Score -2167236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2167235.250000 Penalty: 4871.500000
	Iteration 57Q: 3 clusters Score -2167235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2167232.500000 Penalty: 4871.500000
	Iteration 58Q: 3 clusters Score -2167232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2167232.500000 Penalty: 4871.500000
	Iteration 59F: 3 clusters Score -2167232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Entering Unmasked Estep 
Score: -1508400.875000 Penalty: 2349.612061
	Iteration 0F: 2 clusters Score -1508401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1498805.500000 Penalty: 4699.224121
	Iteration 0F: 3 clusters Score -1498806 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1501746.875000 Penalty: 4699.224121
	Iteration 1F: 3 clusters Score -1501747 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1502146.500000 Penalty: 4699.224121
	Iteration 2F: 3 clusters Score -1502146 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1502461.000000 Penalty: 4699.224121
	Iteration 3F: 3 clusters Score -1502461 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1502784.000000 Penalty: 4699.224121
	Iteration 4Q: 3 clusters Score -1502784 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1503143.750000 Penalty: 4699.224121
	Iteration 5Q: 3 clusters Score -1503144 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1503587.375000 Penalty: 4699.224121
	Iteration 6Q: 3 clusters Score -1503587 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1504080.750000 Penalty: 4699.224121
	Iteration 7F: 3 clusters Score -1504081 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1504669.750000 Penalty: 4699.224121
	Iteration 8F: 3 clusters Score -1504670 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1505302.000000 Penalty: 4699.224121
	Iteration 9F: 3 clusters Score -1505302 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1505950.125000 Penalty: 4699.224121
	Iteration 10F: 3 clusters Score -1505950 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1506757.625000 Penalty: 4699.224121
	Iteration 11F: 3 clusters Score -1506758 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1507963.250000 Penalty: 4699.224121
	Iteration 12F: 3 clusters Score -1507963 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1509747.750000 Penalty: 4699.224121
	Iteration 13F: 3 clusters Score -1509748 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1511361.250000 Penalty: 4699.224121
	Iteration 14F: 3 clusters Score -1511361 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1511933.625000 Penalty: 4699.224121
	Iteration 15Q: 3 clusters Score -1511934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1512118.625000 Penalty: 4699.224121
	Iteration 16Q: 3 clusters Score -1512119 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1512206.500000 Penalty: 4699.224121
	Iteration 17Q: 3 clusters Score -1512206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1512238.250000 Penalty: 4699.224121
	Iteration 18Q: 3 clusters Score -1512238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1512252.000000 Penalty: 4699.224121
	Iteration 19Q: 3 clusters Score -1512252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1512260.375000 Penalty: 4699.224121
	Iteration 20F: 3 clusters Score -1512260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1512268.875000 Penalty: 4699.224121
	Iteration 21Q: 3 clusters Score -1512269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1512268.375000 Penalty: 4699.224121
	Iteration 22Q: 3 clusters Score -1512268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1512268.875000 Penalty: 4699.224121
	Iteration 23Q: 3 clusters Score -1512269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1512271.875000 Penalty: 4699.224121
	Iteration 24Q: 3 clusters Score -1512272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1512272.125000 Penalty: 4699.224121
	Iteration 25Q: 3 clusters Score -1512272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1512270.625000 Penalty: 4699.224121
	Iteration 26Q: 3 clusters Score -1512271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1512270.625000 Penalty: 4699.224121
	Iteration 27F: 3 clusters Score -1512271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169868 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 4199 members 
Mstep: Class 4 contains 195313 members 
Mstep: Class 5 contains 18427 members 
Mstep: Class 6 contains 4434 members 
Mstep: Class 7 contains 158380 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 13499 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 20802 members 
Mstep: Class 12 contains 76543 members 
Mstep: Class 13 contains 169587 members 
Mstep: Class 14 contains 8837 members 
Mstep: Class 15 contains 96246 members 
Mstep: Class 16 contains 7522 members 
Mstep: Class 17 contains 5996 members 
Mstep: Class 18 contains 17062 members 
Mstep: Class 19 contains 51953 members 
Mstep: Class 20 contains 9912 members 
Mstep: Class 21 contains 16257 members 
Mstep: Class 22 contains 35129 members 
Mstep: Class 23 contains 37549 members 
Mstep: Class 24 contains 5099 members 
Mstep: Class 25 contains 3708 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 192933 members 
Mstep: Class 28 contains 8586 members 
Entering Unmasked Estep 
Score: -156028976.000000 Penalty: 97997.882812
Splitting cluster 6 changes total score from -156025168.000000 to -156028976.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 7 (158380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158380 members 
Entering Unmasked Estep 
Score: -18878592.000000 Penalty: 2969.242676
	Iteration 0F: 2 clusters Score -1.887859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -18773338.000000 Penalty: 5938.485352
	Iteration 0F: 3 clusters Score -1.877334e+07 nChanged 75621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 85504 members 
Entering Unmasked Estep 
Score: -18817648.000000 Penalty: 5938.485352
	Iteration 1F: 3 clusters Score -1.881765e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68979 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -18819576.000000 Penalty: 5938.485352
	Iteration 2Q: 3 clusters Score -1.881958e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -18822316.000000 Penalty: 5938.485352
	Iteration 3Q: 3 clusters Score -1.882232e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 103836 members 
Entering Unmasked Estep 
Score: -18826892.000000 Penalty: 5938.485352
	Iteration 4F: 3 clusters Score -1.882689e+07 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 115285 members 
Entering Unmasked Estep 
Score: -18835274.000000 Penalty: 5938.485352
	Iteration 5F: 3 clusters Score -1.883527e+07 nChanged 13862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 129035 members 
Entering Unmasked Estep 
Score: -18847512.000000 Penalty: 5938.485352
	Iteration 6F: 3 clusters Score -1.884751e+07 nChanged 13402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 142415 members 
Entering Unmasked Estep 
Score: -18861034.000000 Penalty: 5938.485352
	Iteration 7F: 3 clusters Score -1.886103e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 151910 members 
Entering Unmasked Estep 
Score: -18870306.000000 Penalty: 5938.485352
	Iteration 8F: 3 clusters Score -1.887031e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 156337 members 
Entering Unmasked Estep 
Score: -18874300.000000 Penalty: 5938.485352
	Iteration 9Q: 3 clusters Score -1.88743e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 157690 members 
Entering Unmasked Estep 
Score: -18875404.000000 Penalty: 5938.485352
	Iteration 10Q: 3 clusters Score -1.88754e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 158017 members 
Entering Unmasked Estep 
Score: -18875734.000000 Penalty: 5938.485352
	Iteration 11Q: 3 clusters Score -1.887573e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 158108 members 
Entering Unmasked Estep 
Score: -18875828.000000 Penalty: 5938.485352
	Iteration 12Q: 3 clusters Score -1.887583e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 158139 members 
Entering Unmasked Estep 
Score: -18875866.000000 Penalty: 5938.485352
	Iteration 13Q: 3 clusters Score -1.887587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 158148 members 
Entering Unmasked Estep 
Score: -18875892.000000 Penalty: 5938.485352
	Iteration 14Q: 3 clusters Score -1.887589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 158157 members 
Entering Unmasked Estep 
Score: -18875906.000000 Penalty: 5938.485352
	Iteration 15Q: 3 clusters Score -1.887591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 158158 members 
Entering Unmasked Estep 
Score: -18875924.000000 Penalty: 5938.485352
	Iteration 16Q: 3 clusters Score -1.887592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 158158 members 
Entering Unmasked Estep 
Score: -18875918.000000 Penalty: 5938.485352
	Iteration 17Q: 3 clusters Score -1.887592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 158159 members 
Entering Unmasked Estep 
Score: -18875920.000000 Penalty: 5938.485352
	Iteration 18Q: 3 clusters Score -1.887592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -18875934.000000 Penalty: 5938.485352
	Iteration 19Q: 3 clusters Score -1.887593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 158163 members 
Entering Unmasked Estep 
Score: -18875942.000000 Penalty: 5938.485352
	Iteration 20F: 3 clusters Score -1.887594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 158166 members 
Entering Unmasked Estep 
Score: -18875956.000000 Penalty: 5938.485352
	Iteration 21Q: 3 clusters Score -1.887596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 158166 members 
Entering Unmasked Estep 
Score: -18875950.000000 Penalty: 5938.485352
	Iteration 22Q: 3 clusters Score -1.887595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 158166 members 
Entering Unmasked Estep 
Score: -18875950.000000 Penalty: 5938.485352
	Iteration 23F: 3 clusters Score -1.887595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Entering Unmasked Estep 
Score: -889731.187500 Penalty: 2216.495361
	Iteration 0F: 2 clusters Score -889731.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -883586.437500 Penalty: 4432.990723
	Iteration 0F: 3 clusters Score -883586.4 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -885323.687500 Penalty: 4432.990723
	Iteration 1F: 3 clusters Score -885323.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -885644.562500 Penalty: 4432.990723
	Iteration 2F: 3 clusters Score -885644.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -885892.000000 Penalty: 4432.990723
	Iteration 3F: 3 clusters Score -885892 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -886063.937500 Penalty: 4432.990723
	Iteration 4Q: 3 clusters Score -886063.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -886196.187500 Penalty: 4432.990723
	Iteration 5Q: 3 clusters Score -886196.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -886304.312500 Penalty: 4432.990723
	Iteration 6Q: 3 clusters Score -886304.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -886386.562500 Penalty: 4432.990723
	Iteration 7Q: 3 clusters Score -886386.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -886478.062500 Penalty: 4432.990723
	Iteration 8Q: 3 clusters Score -886478.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -886581.875000 Penalty: 4432.990723
	Iteration 9Q: 3 clusters Score -886581.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -886676.250000 Penalty: 4432.990723
	Iteration 10Q: 3 clusters Score -886676.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -886769.375000 Penalty: 4432.990723
	Iteration 11Q: 3 clusters Score -886769.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -886864.875000 Penalty: 4432.990723
	Iteration 12Q: 3 clusters Score -886864.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -886978.812500 Penalty: 4432.990723
	Iteration 13Q: 3 clusters Score -886978.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -887084.750000 Penalty: 4432.990723
	Iteration 14Q: 3 clusters Score -887084.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -887184.312500 Penalty: 4432.990723
	Iteration 15Q: 3 clusters Score -887184.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -887265.687500 Penalty: 4432.990723
	Iteration 16Q: 3 clusters Score -887265.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -887344.750000 Penalty: 4432.990723
	Iteration 17Q: 3 clusters Score -887344.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -887410.812500 Penalty: 4432.990723
	Iteration 18Q: 3 clusters Score -887410.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -887457.687500 Penalty: 4432.990723
	Iteration 19Q: 3 clusters Score -887457.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -887490.062500 Penalty: 4432.990723
	Iteration 20F: 3 clusters Score -887490.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -887511.312500 Penalty: 4432.990723
	Iteration 21Q: 3 clusters Score -887511.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -887527.750000 Penalty: 4432.990723
	Iteration 22Q: 3 clusters Score -887527.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -887539.000000 Penalty: 4432.990723
	Iteration 23Q: 3 clusters Score -887539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -887552.250000 Penalty: 4432.990723
	Iteration 24Q: 3 clusters Score -887552.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -887565.875000 Penalty: 4432.990723
	Iteration 25Q: 3 clusters Score -887565.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -887579.875000 Penalty: 4432.990723
	Iteration 26Q: 3 clusters Score -887579.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -887590.562500 Penalty: 4432.990723
	Iteration 27Q: 3 clusters Score -887590.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -887599.562500 Penalty: 4432.990723
	Iteration 28Q: 3 clusters Score -887599.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -887604.937500 Penalty: 4432.990723
	Iteration 29Q: 3 clusters Score -887604.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -887611.687500 Penalty: 4432.990723
	Iteration 30Q: 3 clusters Score -887611.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -887612.062500 Penalty: 4432.990723
	Iteration 31Q: 3 clusters Score -887612.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -887615.062500 Penalty: 4432.990723
	Iteration 32Q: 3 clusters Score -887615.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -887619.187500 Penalty: 4432.990723
	Iteration 33Q: 3 clusters Score -887619.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -887619.125000 Penalty: 4432.990723
	Iteration 34Q: 3 clusters Score -887619.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -887627.000000 Penalty: 4432.990723
	Iteration 35Q: 3 clusters Score -887627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -887628.937500 Penalty: 4432.990723
	Iteration 36Q: 3 clusters Score -887628.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -887632.250000 Penalty: 4432.990723
	Iteration 37Q: 3 clusters Score -887632.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -887638.000000 Penalty: 4432.990723
	Iteration 38Q: 3 clusters Score -887638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -887641.437500 Penalty: 4432.990723
	Iteration 39Q: 3 clusters Score -887641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -887644.000000 Penalty: 4432.990723
	Iteration 40F: 3 clusters Score -887644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -887644.375000 Penalty: 4432.990723
	Iteration 41Q: 3 clusters Score -887644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -887645.875000 Penalty: 4432.990723
	Iteration 42Q: 3 clusters Score -887645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -887646.125000 Penalty: 4432.990723
	Iteration 43Q: 3 clusters Score -887646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -887647.250000 Penalty: 4432.990723
	Iteration 44Q: 3 clusters Score -887647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -887646.875000 Penalty: 4432.990723
	Iteration 45Q: 3 clusters Score -887646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -887648.000000 Penalty: 4432.990723
	Iteration 46Q: 3 clusters Score -887648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -887652.062500 Penalty: 4432.990723
	Iteration 47Q: 3 clusters Score -887652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -887653.062500 Penalty: 4432.990723
	Iteration 48Q: 3 clusters Score -887653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -887655.687500 Penalty: 4432.990723
	Iteration 49Q: 3 clusters Score -887655.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -887658.937500 Penalty: 4432.990723
	Iteration 50Q: 3 clusters Score -887658.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -887662.500000 Penalty: 4432.990723
	Iteration 51Q: 3 clusters Score -887662.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -887662.687500 Penalty: 4432.990723
	Iteration 52Q: 3 clusters Score -887662.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -887663.937500 Penalty: 4432.990723
	Iteration 53Q: 3 clusters Score -887663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -887665.437500 Penalty: 4432.990723
	Iteration 54Q: 3 clusters Score -887665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -887665.250000 Penalty: 4432.990723
	Iteration 55Q: 3 clusters Score -887665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -887665.250000 Penalty: 4432.990723
	Iteration 56F: 3 clusters Score -887665.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Entering Unmasked Estep 
Score: -1611632.250000 Penalty: 2358.572021
	Iteration 0F: 2 clusters Score -1611632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1601719.250000 Penalty: 4717.144043
	Iteration 0F: 3 clusters Score -1601719 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1604803.625000 Penalty: 4717.144043
	Iteration 1F: 3 clusters Score -1604804 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1605148.875000 Penalty: 4717.144043
	Iteration 2F: 3 clusters Score -1605149 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1605463.750000 Penalty: 4717.144043
	Iteration 3F: 3 clusters Score -1605464 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1605799.500000 Penalty: 4717.144043
	Iteration 4Q: 3 clusters Score -1605800 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1606138.500000 Penalty: 4717.144043
	Iteration 5Q: 3 clusters Score -1606138 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1606506.000000 Penalty: 4717.144043
	Iteration 6Q: 3 clusters Score -1606506 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1606891.625000 Penalty: 4717.144043
	Iteration 7Q: 3 clusters Score -1606892 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1607290.125000 Penalty: 4717.144043
	Iteration 8Q: 3 clusters Score -1607290 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1607684.375000 Penalty: 4717.144043
	Iteration 9Q: 3 clusters Score -1607684 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1608074.250000 Penalty: 4717.144043
	Iteration 10Q: 3 clusters Score -1608074 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1608367.250000 Penalty: 4717.144043
	Iteration 11Q: 3 clusters Score -1608367 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1608576.125000 Penalty: 4717.144043
	Iteration 12Q: 3 clusters Score -1608576 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1608726.500000 Penalty: 4717.144043
	Iteration 13Q: 3 clusters Score -1608726 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1608832.625000 Penalty: 4717.144043
	Iteration 14Q: 3 clusters Score -1608833 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1608905.625000 Penalty: 4717.144043
	Iteration 15Q: 3 clusters Score -1608906 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1608963.250000 Penalty: 4717.144043
	Iteration 16Q: 3 clusters Score -1608963 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1609009.500000 Penalty: 4717.144043
	Iteration 17Q: 3 clusters Score -1609010 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1609041.375000 Penalty: 4717.144043
	Iteration 18Q: 3 clusters Score -1609041 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1609073.000000 Penalty: 4717.144043
	Iteration 19Q: 3 clusters Score -1609073 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1609099.500000 Penalty: 4717.144043
	Iteration 20F: 3 clusters Score -1609100 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1609121.000000 Penalty: 4717.144043
	Iteration 21Q: 3 clusters Score -1609121 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1609135.625000 Penalty: 4717.144043
	Iteration 22Q: 3 clusters Score -1609136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1609160.250000 Penalty: 4717.144043
	Iteration 23Q: 3 clusters Score -1609160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1609179.875000 Penalty: 4717.144043
	Iteration 24Q: 3 clusters Score -1609180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1609199.875000 Penalty: 4717.144043
	Iteration 25Q: 3 clusters Score -1609200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1609208.875000 Penalty: 4717.144043
	Iteration 26Q: 3 clusters Score -1609209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1609219.375000 Penalty: 4717.144043
	Iteration 27Q: 3 clusters Score -1609219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1609226.875000 Penalty: 4717.144043
	Iteration 28Q: 3 clusters Score -1609227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1609245.000000 Penalty: 4717.144043
	Iteration 29Q: 3 clusters Score -1609245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1609260.000000 Penalty: 4717.144043
	Iteration 30Q: 3 clusters Score -1609260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1609273.250000 Penalty: 4717.144043
	Iteration 31Q: 3 clusters Score -1609273 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1609288.375000 Penalty: 4717.144043
	Iteration 32Q: 3 clusters Score -1609288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1609305.250000 Penalty: 4717.144043
	Iteration 33Q: 3 clusters Score -1609305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1609317.000000 Penalty: 4717.144043
	Iteration 34Q: 3 clusters Score -1609317 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1609332.500000 Penalty: 4717.144043
	Iteration 35Q: 3 clusters Score -1609332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1609346.125000 Penalty: 4717.144043
	Iteration 36Q: 3 clusters Score -1609346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1609361.500000 Penalty: 4717.144043
	Iteration 37Q: 3 clusters Score -1609362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1609365.000000 Penalty: 4717.144043
	Iteration 38Q: 3 clusters Score -1609365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1609381.125000 Penalty: 4717.144043
	Iteration 39Q: 3 clusters Score -1609381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1609388.375000 Penalty: 4717.144043
	Iteration 40F: 3 clusters Score -1609388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1609395.875000 Penalty: 4717.144043
	Iteration 41Q: 3 clusters Score -1609396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1609409.000000 Penalty: 4717.144043
	Iteration 42Q: 3 clusters Score -1609409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1609415.125000 Penalty: 4717.144043
	Iteration 43Q: 3 clusters Score -1609415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1609432.125000 Penalty: 4717.144043
	Iteration 44Q: 3 clusters Score -1609432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1609446.000000 Penalty: 4717.144043
	Iteration 45Q: 3 clusters Score -1609446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1609458.375000 Penalty: 4717.144043
	Iteration 46Q: 3 clusters Score -1609458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1609469.875000 Penalty: 4717.144043
	Iteration 47Q: 3 clusters Score -1609470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1609481.375000 Penalty: 4717.144043
	Iteration 48Q: 3 clusters Score -1609481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1609491.625000 Penalty: 4717.144043
	Iteration 49Q: 3 clusters Score -1609492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1609505.500000 Penalty: 4717.144043
	Iteration 50Q: 3 clusters Score -1609506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1609514.500000 Penalty: 4717.144043
	Iteration 51Q: 3 clusters Score -1609514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1609521.375000 Penalty: 4717.144043
	Iteration 52Q: 3 clusters Score -1609521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1609529.750000 Penalty: 4717.144043
	Iteration 53Q: 3 clusters Score -1609530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1609532.125000 Penalty: 4717.144043
	Iteration 54Q: 3 clusters Score -1609532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1609535.125000 Penalty: 4717.144043
	Iteration 55Q: 3 clusters Score -1609535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1609541.750000 Penalty: 4717.144043
	Iteration 56Q: 3 clusters Score -1609542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1609540.250000 Penalty: 4717.144043
	Iteration 57Q: 3 clusters Score -1609540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1609546.000000 Penalty: 4717.144043
	Iteration 58Q: 3 clusters Score -1609546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1609551.000000 Penalty: 4717.144043
	Iteration 59Q: 3 clusters Score -1609551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1609558.750000 Penalty: 4717.144043
	Iteration 60F: 3 clusters Score -1609559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1609566.500000 Penalty: 4717.144043
	Iteration 61Q: 3 clusters Score -1609566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1609579.000000 Penalty: 4717.144043
	Iteration 62Q: 3 clusters Score -1609579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1609585.375000 Penalty: 4717.144043
	Iteration 63Q: 3 clusters Score -1609585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1609588.000000 Penalty: 4717.144043
	Iteration 64Q: 3 clusters Score -1609588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1609591.625000 Penalty: 4717.144043
	Iteration 65Q: 3 clusters Score -1609592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1609595.625000 Penalty: 4717.144043
	Iteration 66Q: 3 clusters Score -1609596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1609596.250000 Penalty: 4717.144043
	Iteration 67Q: 3 clusters Score -1609596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1609599.625000 Penalty: 4717.144043
	Iteration 68Q: 3 clusters Score -1609600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1609605.625000 Penalty: 4717.144043
	Iteration 69Q: 3 clusters Score -1609606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1609609.125000 Penalty: 4717.144043
	Iteration 70Q: 3 clusters Score -1609609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1609608.875000 Penalty: 4717.144043
	Iteration 71Q: 3 clusters Score -1609609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1609610.000000 Penalty: 4717.144043
	Iteration 72Q: 3 clusters Score -1609610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1609610.500000 Penalty: 4717.144043
	Iteration 73Q: 3 clusters Score -1609610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1609611.250000 Penalty: 4717.144043
	Iteration 74Q: 3 clusters Score -1609611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1609612.000000 Penalty: 4717.144043
	Iteration 75Q: 3 clusters Score -1609612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1609612.000000 Penalty: 4717.144043
	Iteration 76F: 3 clusters Score -1609612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -76556.750000 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -76556.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -74860.023438 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -74860.02 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75310.625000 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -75310.62 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -75600.070312 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -75600.07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75847.992188 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -75847.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75948.359375 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -75948.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76021.960938 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -76021.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76053.023438 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -76053.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76076.257812 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -76076.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76086.546875 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -76086.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76095.695312 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -76095.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76105.476562 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -76105.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76105.476562 Penalty: 3329.023193
	Iteration 11F: 3 clusters Score -76105.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Entering Unmasked Estep 
Score: -2438398.750000 Penalty: 2465.815430
	Iteration 0F: 2 clusters Score -2438399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2423869.000000 Penalty: 4931.630859
	Iteration 0F: 3 clusters Score -2423869 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2428853.750000 Penalty: 4931.630859
	Iteration 1F: 3 clusters Score -2428854 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2429289.000000 Penalty: 4931.630859
	Iteration 2F: 3 clusters Score -2429289 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2429696.750000 Penalty: 4931.630859
	Iteration 3Q: 3 clusters Score -2429697 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2430072.750000 Penalty: 4931.630859
	Iteration 4Q: 3 clusters Score -2430073 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2430414.250000 Penalty: 4931.630859
	Iteration 5Q: 3 clusters Score -2430414 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2430761.500000 Penalty: 4931.630859
	Iteration 6Q: 3 clusters Score -2430762 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2431198.000000 Penalty: 4931.630859
	Iteration 7Q: 3 clusters Score -2431198 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2431723.500000 Penalty: 4931.630859
	Iteration 8Q: 3 clusters Score -2431724 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2432327.000000 Penalty: 4931.630859
	Iteration 9Q: 3 clusters Score -2432327 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2433017.750000 Penalty: 4931.630859
	Iteration 10Q: 3 clusters Score -2433018 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2433741.000000 Penalty: 4931.630859
	Iteration 11Q: 3 clusters Score -2433741 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2434404.000000 Penalty: 4931.630859
	Iteration 12Q: 3 clusters Score -2434404 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2434934.000000 Penalty: 4931.630859
	Iteration 13Q: 3 clusters Score -2434934 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2435333.000000 Penalty: 4931.630859
	Iteration 14Q: 3 clusters Score -2435333 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2435601.750000 Penalty: 4931.630859
	Iteration 15Q: 3 clusters Score -2435602 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2435776.250000 Penalty: 4931.630859
	Iteration 16Q: 3 clusters Score -2435776 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2435883.000000 Penalty: 4931.630859
	Iteration 17Q: 3 clusters Score -2435883 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2435972.250000 Penalty: 4931.630859
	Iteration 18Q: 3 clusters Score -2435972 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2436043.000000 Penalty: 4931.630859
	Iteration 19Q: 3 clusters Score -2436043 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2436091.250000 Penalty: 4931.630859
	Iteration 20F: 3 clusters Score -2436091 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2436132.750000 Penalty: 4931.630859
	Iteration 21Q: 3 clusters Score -2436133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2436179.500000 Penalty: 4931.630859
	Iteration 22Q: 3 clusters Score -2436180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2436203.750000 Penalty: 4931.630859
	Iteration 23Q: 3 clusters Score -2436204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2436221.500000 Penalty: 4931.630859
	Iteration 24Q: 3 clusters Score -2436222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2436235.250000 Penalty: 4931.630859
	Iteration 25Q: 3 clusters Score -2436235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2436251.000000 Penalty: 4931.630859
	Iteration 26Q: 3 clusters Score -2436251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2436254.000000 Penalty: 4931.630859
	Iteration 27Q: 3 clusters Score -2436254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2436264.750000 Penalty: 4931.630859
	Iteration 28Q: 3 clusters Score -2436265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2436275.250000 Penalty: 4931.630859
	Iteration 29Q: 3 clusters Score -2436275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2436284.750000 Penalty: 4931.630859
	Iteration 30Q: 3 clusters Score -2436285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2436286.500000 Penalty: 4931.630859
	Iteration 31Q: 3 clusters Score -2436286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2436298.500000 Penalty: 4931.630859
	Iteration 32Q: 3 clusters Score -2436298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2436301.000000 Penalty: 4931.630859
	Iteration 33Q: 3 clusters Score -2436301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2436306.250000 Penalty: 4931.630859
	Iteration 34Q: 3 clusters Score -2436306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2436306.000000 Penalty: 4931.630859
	Iteration 35Q: 3 clusters Score -2436306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2436306.000000 Penalty: 4931.630859
	Iteration 36F: 3 clusters Score -2436306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76543 members 
Entering Unmasked Estep 
Score: -8915837.000000 Penalty: 2788.910889
	Iteration 0F: 2 clusters Score -8915837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -8864563.000000 Penalty: 5577.821777
	Iteration 0F: 3 clusters Score -8864563 nChanged 35829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -8884392.000000 Penalty: 5577.821777
	Iteration 1F: 3 clusters Score -8884392 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -8884936.000000 Penalty: 5577.821777
	Iteration 2Q: 3 clusters Score -8884936 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -8885598.000000 Penalty: 5577.821777
	Iteration 3Q: 3 clusters Score -8885598 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -8886226.000000 Penalty: 5577.821777
	Iteration 4Q: 3 clusters Score -8886226 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -8886876.000000 Penalty: 5577.821777
	Iteration 5Q: 3 clusters Score -8886876 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -8887709.000000 Penalty: 5577.821777
	Iteration 6Q: 3 clusters Score -8887709 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -8888726.000000 Penalty: 5577.821777
	Iteration 7Q: 3 clusters Score -8888726 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -8889882.000000 Penalty: 5577.821777
	Iteration 8Q: 3 clusters Score -8889882 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -8891338.000000 Penalty: 5577.821777
	Iteration 9Q: 3 clusters Score -8891338 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -8893051.000000 Penalty: 5577.821777
	Iteration 10Q: 3 clusters Score -8893051 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -8894861.000000 Penalty: 5577.821777
	Iteration 11Q: 3 clusters Score -8894861 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -8896838.000000 Penalty: 5577.821777
	Iteration 12Q: 3 clusters Score -8896838 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -8898391.000000 Penalty: 5577.821777
	Iteration 13Q: 3 clusters Score -8898391 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -8899386.000000 Penalty: 5577.821777
	Iteration 14Q: 3 clusters Score -8899386 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -8899907.000000 Penalty: 5577.821777
	Iteration 15Q: 3 clusters Score -8899907 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -8900217.000000 Penalty: 5577.821777
	Iteration 16Q: 3 clusters Score -8900217 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -8900489.000000 Penalty: 5577.821777
	Iteration 17Q: 3 clusters Score -8900489 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -8900684.000000 Penalty: 5577.821777
	Iteration 18Q: 3 clusters Score -8900684 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -8900866.000000 Penalty: 5577.821777
	Iteration 19Q: 3 clusters Score -8900866 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -8901048.000000 Penalty: 5577.821777
	Iteration 20F: 3 clusters Score -8901048 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -8901251.000000 Penalty: 5577.821777
	Iteration 21Q: 3 clusters Score -8901251 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -8901358.000000 Penalty: 5577.821777
	Iteration 22Q: 3 clusters Score -8901358 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -8901376.000000 Penalty: 5577.821777
	Iteration 23Q: 3 clusters Score -8901376 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -8901554.000000 Penalty: 5577.821777
	Iteration 24Q: 3 clusters Score -8901554 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -8901700.000000 Penalty: 5577.821777
	Iteration 25Q: 3 clusters Score -8901700 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -8901768.000000 Penalty: 5577.821777
	Iteration 26Q: 3 clusters Score -8901768 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -8901896.000000 Penalty: 5577.821777
	Iteration 27Q: 3 clusters Score -8901896 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -8902044.000000 Penalty: 5577.821777
	Iteration 28Q: 3 clusters Score -8902044 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -8902150.000000 Penalty: 5577.821777
	Iteration 29Q: 3 clusters Score -8902150 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -8902219.000000 Penalty: 5577.821777
	Iteration 30Q: 3 clusters Score -8902219 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -8902337.000000 Penalty: 5577.821777
	Iteration 31Q: 3 clusters Score -8902337 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -8902439.000000 Penalty: 5577.821777
	Iteration 32Q: 3 clusters Score -8902439 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -8902556.000000 Penalty: 5577.821777
	Iteration 33Q: 3 clusters Score -8902556 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -8902646.000000 Penalty: 5577.821777
	Iteration 34Q: 3 clusters Score -8902646 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -8902757.000000 Penalty: 5577.821777
	Iteration 35Q: 3 clusters Score -8902757 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -8902816.000000 Penalty: 5577.821777
	Iteration 36Q: 3 clusters Score -8902816 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -8902890.000000 Penalty: 5577.821777
	Iteration 37Q: 3 clusters Score -8902890 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -8902936.000000 Penalty: 5577.821777
	Iteration 38Q: 3 clusters Score -8902936 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -8903014.000000 Penalty: 5577.821777
	Iteration 39Q: 3 clusters Score -8903014 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -8903099.000000 Penalty: 5577.821777
	Iteration 40F: 3 clusters Score -8903099 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -8903221.000000 Penalty: 5577.821777
	Iteration 41Q: 3 clusters Score -8903221 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -8903324.000000 Penalty: 5577.821777
	Iteration 42Q: 3 clusters Score -8903324 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -8903439.000000 Penalty: 5577.821777
	Iteration 43Q: 3 clusters Score -8903439 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -8903578.000000 Penalty: 5577.821777
	Iteration 44Q: 3 clusters Score -8903578 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -8903722.000000 Penalty: 5577.821777
	Iteration 45Q: 3 clusters Score -8903722 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -8903992.000000 Penalty: 5577.821777
	Iteration 46Q: 3 clusters Score -8903992 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -8904226.000000 Penalty: 5577.821777
	Iteration 47Q: 3 clusters Score -8904226 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -8904488.000000 Penalty: 5577.821777
	Iteration 48Q: 3 clusters Score -8904488 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -8904722.000000 Penalty: 5577.821777
	Iteration 49Q: 3 clusters Score -8904722 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -8905100.000000 Penalty: 5577.821777
	Iteration 50Q: 3 clusters Score -8905100 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -8905503.000000 Penalty: 5577.821777
	Iteration 51Q: 3 clusters Score -8905503 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -8905937.000000 Penalty: 5577.821777
	Iteration 52Q: 3 clusters Score -8905937 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -8906410.000000 Penalty: 5577.821777
	Iteration 53Q: 3 clusters Score -8906410 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -8906940.000000 Penalty: 5577.821777
	Iteration 54Q: 3 clusters Score -8906940 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -8907433.000000 Penalty: 5577.821777
	Iteration 55Q: 3 clusters Score -8907433 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -8907944.000000 Penalty: 5577.821777
	Iteration 56Q: 3 clusters Score -8907944 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -8908578.000000 Penalty: 5577.821777
	Iteration 57Q: 3 clusters Score -8908578 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -8909163.000000 Penalty: 5577.821777
	Iteration 58Q: 3 clusters Score -8909163 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -8909687.000000 Penalty: 5577.821777
	Iteration 59Q: 3 clusters Score -8909687 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -8910218.000000 Penalty: 5577.821777
	Iteration 60F: 3 clusters Score -8910218 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -8910750.000000 Penalty: 5577.821777
	Iteration 61Q: 3 clusters Score -8910750 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -8911241.000000 Penalty: 5577.821777
	Iteration 62Q: 3 clusters Score -8911241 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -8911674.000000 Penalty: 5577.821777
	Iteration 63Q: 3 clusters Score -8911674 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -8912023.000000 Penalty: 5577.821777
	Iteration 64Q: 3 clusters Score -8912023 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8912298.000000 Penalty: 5577.821777
	Iteration 65Q: 3 clusters Score -8912298 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -8912553.000000 Penalty: 5577.821777
	Iteration 66Q: 3 clusters Score -8912553 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74434 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -8912756.000000 Penalty: 5577.821777
	Iteration 67Q: 3 clusters Score -8912756 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -8912911.000000 Penalty: 5577.821777
	Iteration 68Q: 3 clusters Score -8912911 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8913015.000000 Penalty: 5577.821777
	Iteration 69Q: 3 clusters Score -8913015 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75100 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8913114.000000 Penalty: 5577.821777
	Iteration 70Q: 3 clusters Score -8913114 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75240 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8913191.000000 Penalty: 5577.821777
	Iteration 71Q: 3 clusters Score -8913191 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8913242.000000 Penalty: 5577.821777
	Iteration 72Q: 3 clusters Score -8913242 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75440 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8913297.000000 Penalty: 5577.821777
	Iteration 73Q: 3 clusters Score -8913297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75509 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8913337.000000 Penalty: 5577.821777
	Iteration 74Q: 3 clusters Score -8913337 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8913375.000000 Penalty: 5577.821777
	Iteration 75Q: 3 clusters Score -8913375 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8913423.000000 Penalty: 5577.821777
	Iteration 76Q: 3 clusters Score -8913423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8913446.000000 Penalty: 5577.821777
	Iteration 77Q: 3 clusters Score -8913446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75688 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8913470.000000 Penalty: 5577.821777
	Iteration 78Q: 3 clusters Score -8913470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8913490.000000 Penalty: 5577.821777
	Iteration 79Q: 3 clusters Score -8913490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8913496.000000 Penalty: 5577.821777
	Iteration 80F: 3 clusters Score -8913496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8913502.000000 Penalty: 5577.821777
	Iteration 81Q: 3 clusters Score -8913502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75767 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8913502.000000 Penalty: 5577.821777
	Iteration 82Q: 3 clusters Score -8913502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8913502.000000 Penalty: 5577.821777
	Iteration 83Q: 3 clusters Score -8913502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8913492.000000 Penalty: 5577.821777
	Iteration 84Q: 3 clusters Score -8913492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8913491.000000 Penalty: 5577.821777
	Iteration 85Q: 3 clusters Score -8913491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8913505.000000 Penalty: 5577.821777
	Iteration 86Q: 3 clusters Score -8913505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75805 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8913512.000000 Penalty: 5577.821777
	Iteration 87Q: 3 clusters Score -8913512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8913520.000000 Penalty: 5577.821777
	Iteration 88Q: 3 clusters Score -8913520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75818 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8913516.000000 Penalty: 5577.821777
	Iteration 89Q: 3 clusters Score -8913516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8913513.000000 Penalty: 5577.821777
	Iteration 90Q: 3 clusters Score -8913513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8913526.000000 Penalty: 5577.821777
	Iteration 91Q: 3 clusters Score -8913526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75827 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8913529.000000 Penalty: 5577.821777
	Iteration 92Q: 3 clusters Score -8913529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8913530.000000 Penalty: 5577.821777
	Iteration 93Q: 3 clusters Score -8913530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8913531.000000 Penalty: 5577.821777
	Iteration 94Q: 3 clusters Score -8913531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8913528.000000 Penalty: 5577.821777
	Iteration 95Q: 3 clusters Score -8913528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8913528.000000 Penalty: 5577.821777
	Iteration 96F: 3 clusters Score -8913528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169587 members 
Entering Unmasked Estep 
Score: -20300934.000000 Penalty: 2986.198242
	Iteration 0F: 2 clusters Score -2.030093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 84524 members 
Entering Unmasked Estep 
Score: -20190938.000000 Penalty: 5972.396484
	Iteration 0F: 3 clusters Score -2.019094e+07 nChanged 81325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -20238082.000000 Penalty: 5972.396484
	Iteration 1F: 3 clusters Score -2.023808e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93213 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -20239180.000000 Penalty: 5972.396484
	Iteration 2Q: 3 clusters Score -2.023918e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 71314 members 
Entering Unmasked Estep 
Score: -20241350.000000 Penalty: 5972.396484
	Iteration 3Q: 3 clusters Score -2.024135e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106042 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -20245268.000000 Penalty: 5972.396484
	Iteration 4Q: 3 clusters Score -2.024527e+07 nChanged 11679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117415 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -20252728.000000 Penalty: 5972.396484
	Iteration 5F: 3 clusters Score -2.025273e+07 nChanged 15165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132368 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -20265666.000000 Penalty: 5972.396484
	Iteration 6F: 3 clusters Score -2.026567e+07 nChanged 15971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148237 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -20281452.000000 Penalty: 5972.396484
	Iteration 7F: 3 clusters Score -2.028145e+07 nChanged 11833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160020 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -20291912.000000 Penalty: 5972.396484
	Iteration 8F: 3 clusters Score -2.029191e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165633 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -20296026.000000 Penalty: 5972.396484
	Iteration 9Q: 3 clusters Score -2.029603e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167697 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -20297488.000000 Penalty: 5972.396484
	Iteration 10Q: 3 clusters Score -2.029749e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168340 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -20298148.000000 Penalty: 5972.396484
	Iteration 11Q: 3 clusters Score -2.029815e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168496 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -20298556.000000 Penalty: 5972.396484
	Iteration 12Q: 3 clusters Score -2.029856e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168498 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -20298814.000000 Penalty: 5972.396484
	Iteration 13Q: 3 clusters Score -2.029881e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168458 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -20298976.000000 Penalty: 5972.396484
	Iteration 14Q: 3 clusters Score -2.029898e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168398 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -20299084.000000 Penalty: 5972.396484
	Iteration 15Q: 3 clusters Score -2.029908e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168336 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -20299162.000000 Penalty: 5972.396484
	Iteration 16Q: 3 clusters Score -2.029916e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -20299186.000000 Penalty: 5972.396484
	Iteration 17Q: 3 clusters Score -2.029919e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168205 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -20299222.000000 Penalty: 5972.396484
	Iteration 18Q: 3 clusters Score -2.029922e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168147 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -20299284.000000 Penalty: 5972.396484
	Iteration 19Q: 3 clusters Score -2.029928e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168104 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -20299332.000000 Penalty: 5972.396484
	Iteration 20F: 3 clusters Score -2.029933e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168062 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -20299346.000000 Penalty: 5972.396484
	Iteration 21Q: 3 clusters Score -2.029935e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168026 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -20299366.000000 Penalty: 5972.396484
	Iteration 22Q: 3 clusters Score -2.029937e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167993 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -20299378.000000 Penalty: 5972.396484
	Iteration 23Q: 3 clusters Score -2.029938e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167957 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -20299396.000000 Penalty: 5972.396484
	Iteration 24Q: 3 clusters Score -2.02994e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167925 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -20299406.000000 Penalty: 5972.396484
	Iteration 25Q: 3 clusters Score -2.029941e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167889 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -20299450.000000 Penalty: 5972.396484
	Iteration 26Q: 3 clusters Score -2.029945e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167856 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -20299410.000000 Penalty: 5972.396484
	Iteration 27Q: 3 clusters Score -2.029941e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167819 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -20299468.000000 Penalty: 5972.396484
	Iteration 28Q: 3 clusters Score -2.029947e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167780 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -20299494.000000 Penalty: 5972.396484
	Iteration 29Q: 3 clusters Score -2.029949e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167739 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -20299508.000000 Penalty: 5972.396484
	Iteration 30Q: 3 clusters Score -2.029951e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167693 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -20299536.000000 Penalty: 5972.396484
	Iteration 31Q: 3 clusters Score -2.029954e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167642 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -20299572.000000 Penalty: 5972.396484
	Iteration 32Q: 3 clusters Score -2.029957e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167594 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -20299600.000000 Penalty: 5972.396484
	Iteration 33Q: 3 clusters Score -2.02996e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167547 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -20299616.000000 Penalty: 5972.396484
	Iteration 34Q: 3 clusters Score -2.029962e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167517 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -20299630.000000 Penalty: 5972.396484
	Iteration 35Q: 3 clusters Score -2.029963e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -20299646.000000 Penalty: 5972.396484
	Iteration 36Q: 3 clusters Score -2.029965e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167437 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -20299702.000000 Penalty: 5972.396484
	Iteration 37Q: 3 clusters Score -2.02997e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167395 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -20299696.000000 Penalty: 5972.396484
	Iteration 38Q: 3 clusters Score -2.02997e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167343 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -20299720.000000 Penalty: 5972.396484
	Iteration 39Q: 3 clusters Score -2.029972e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167290 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -20299764.000000 Penalty: 5972.396484
	Iteration 40F: 3 clusters Score -2.029976e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167234 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -20299798.000000 Penalty: 5972.396484
	Iteration 41Q: 3 clusters Score -2.02998e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167180 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -20299814.000000 Penalty: 5972.396484
	Iteration 42Q: 3 clusters Score -2.029981e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167134 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -20299840.000000 Penalty: 5972.396484
	Iteration 43Q: 3 clusters Score -2.029984e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167087 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -20299822.000000 Penalty: 5972.396484
	Iteration 44Q: 3 clusters Score -2.029982e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167029 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -20299866.000000 Penalty: 5972.396484
	Iteration 45Q: 3 clusters Score -2.029987e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166964 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -20299886.000000 Penalty: 5972.396484
	Iteration 46Q: 3 clusters Score -2.029989e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166905 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -20299934.000000 Penalty: 5972.396484
	Iteration 47Q: 3 clusters Score -2.029993e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166847 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -20299900.000000 Penalty: 5972.396484
	Iteration 48Q: 3 clusters Score -2.02999e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166785 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -20299932.000000 Penalty: 5972.396484
	Iteration 49Q: 3 clusters Score -2.029993e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166724 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -20299946.000000 Penalty: 5972.396484
	Iteration 50Q: 3 clusters Score -2.029995e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166672 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -20299968.000000 Penalty: 5972.396484
	Iteration 51Q: 3 clusters Score -2.029997e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166611 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -20300004.000000 Penalty: 5972.396484
	Iteration 52Q: 3 clusters Score -2.03e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166553 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -20300020.000000 Penalty: 5972.396484
	Iteration 53Q: 3 clusters Score -2.030002e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166502 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -20300012.000000 Penalty: 5972.396484
	Iteration 54Q: 3 clusters Score -2.030001e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166458 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -20300030.000000 Penalty: 5972.396484
	Iteration 55Q: 3 clusters Score -2.030003e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166404 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -20300050.000000 Penalty: 5972.396484
	Iteration 56Q: 3 clusters Score -2.030005e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166339 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -20300086.000000 Penalty: 5972.396484
	Iteration 57Q: 3 clusters Score -2.030009e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166278 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -20300146.000000 Penalty: 5972.396484
	Iteration 58Q: 3 clusters Score -2.030015e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166217 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -20300130.000000 Penalty: 5972.396484
	Iteration 59Q: 3 clusters Score -2.030013e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166155 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -20300164.000000 Penalty: 5972.396484
	Iteration 60F: 3 clusters Score -2.030016e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166105 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -20300178.000000 Penalty: 5972.396484
	Iteration 61Q: 3 clusters Score -2.030018e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166070 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -20300198.000000 Penalty: 5972.396484
	Iteration 62Q: 3 clusters Score -2.03002e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166024 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -20300246.000000 Penalty: 5972.396484
	Iteration 63Q: 3 clusters Score -2.030025e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165974 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -20300268.000000 Penalty: 5972.396484
	Iteration 64Q: 3 clusters Score -2.030027e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165925 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -20300264.000000 Penalty: 5972.396484
	Iteration 65Q: 3 clusters Score -2.030026e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165878 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -20300270.000000 Penalty: 5972.396484
	Iteration 66Q: 3 clusters Score -2.030027e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165827 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -20300260.000000 Penalty: 5972.396484
	Iteration 67Q: 3 clusters Score -2.030026e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165779 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -20300318.000000 Penalty: 5972.396484
	Iteration 68Q: 3 clusters Score -2.030032e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165734 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -20300336.000000 Penalty: 5972.396484
	Iteration 69Q: 3 clusters Score -2.030034e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165681 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -20300342.000000 Penalty: 5972.396484
	Iteration 70Q: 3 clusters Score -2.030034e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165634 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -20300360.000000 Penalty: 5972.396484
	Iteration 71Q: 3 clusters Score -2.030036e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165592 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -20300390.000000 Penalty: 5972.396484
	Iteration 72Q: 3 clusters Score -2.030039e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165547 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -20300404.000000 Penalty: 5972.396484
	Iteration 73Q: 3 clusters Score -2.03004e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165498 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -20300448.000000 Penalty: 5972.396484
	Iteration 74Q: 3 clusters Score -2.030045e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165455 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -20300456.000000 Penalty: 5972.396484
	Iteration 75Q: 3 clusters Score -2.030046e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165413 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -20300448.000000 Penalty: 5972.396484
	Iteration 76Q: 3 clusters Score -2.030045e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165366 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -20300482.000000 Penalty: 5972.396484
	Iteration 77Q: 3 clusters Score -2.030048e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165309 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -20300504.000000 Penalty: 5972.396484
	Iteration 78Q: 3 clusters Score -2.03005e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165254 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -20300540.000000 Penalty: 5972.396484
	Iteration 79Q: 3 clusters Score -2.030054e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165195 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -20300576.000000 Penalty: 5972.396484
	Iteration 80F: 3 clusters Score -2.030058e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165154 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -20300626.000000 Penalty: 5972.396484
	Iteration 81Q: 3 clusters Score -2.030063e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165112 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -20300630.000000 Penalty: 5972.396484
	Iteration 82Q: 3 clusters Score -2.030063e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165081 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -20300624.000000 Penalty: 5972.396484
	Iteration 83Q: 3 clusters Score -2.030062e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165042 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -20300636.000000 Penalty: 5972.396484
	Iteration 84Q: 3 clusters Score -2.030064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165006 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -20300632.000000 Penalty: 5972.396484
	Iteration 85Q: 3 clusters Score -2.030063e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164970 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -20300618.000000 Penalty: 5972.396484
	Iteration 86Q: 3 clusters Score -2.030062e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164924 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -20300630.000000 Penalty: 5972.396484
	Iteration 87Q: 3 clusters Score -2.030063e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164882 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -20300618.000000 Penalty: 5972.396484
	Iteration 88Q: 3 clusters Score -2.030062e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164843 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -20300652.000000 Penalty: 5972.396484
	Iteration 89Q: 3 clusters Score -2.030065e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164803 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -20300638.000000 Penalty: 5972.396484
	Iteration 90Q: 3 clusters Score -2.030064e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164763 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -20300652.000000 Penalty: 5972.396484
	Iteration 91Q: 3 clusters Score -2.030065e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164741 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -20300656.000000 Penalty: 5972.396484
	Iteration 92Q: 3 clusters Score -2.030066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164727 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -20300658.000000 Penalty: 5972.396484
	Iteration 93Q: 3 clusters Score -2.030066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164710 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -20300680.000000 Penalty: 5972.396484
	Iteration 94Q: 3 clusters Score -2.030068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164691 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -20300686.000000 Penalty: 5972.396484
	Iteration 95Q: 3 clusters Score -2.030069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164677 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -20300702.000000 Penalty: 5972.396484
	Iteration 96Q: 3 clusters Score -2.03007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164666 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -20300724.000000 Penalty: 5972.396484
	Iteration 97Q: 3 clusters Score -2.030072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164654 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -20300710.000000 Penalty: 5972.396484
	Iteration 98Q: 3 clusters Score -2.030071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164646 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -20300712.000000 Penalty: 5972.396484
	Iteration 99Q: 3 clusters Score -2.030071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164641 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -20300738.000000 Penalty: 5972.396484
	Iteration 100F: 3 clusters Score -2.030074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164637 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -20300742.000000 Penalty: 5972.396484
	Iteration 101Q: 3 clusters Score -2.030074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164632 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -20300752.000000 Penalty: 5972.396484
	Iteration 102Q: 3 clusters Score -2.030075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164628 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -20300756.000000 Penalty: 5972.396484
	Iteration 103Q: 3 clusters Score -2.030076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164620 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -20300760.000000 Penalty: 5972.396484
	Iteration 104Q: 3 clusters Score -2.030076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164615 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -20300768.000000 Penalty: 5972.396484
	Iteration 105Q: 3 clusters Score -2.030077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164610 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -20300776.000000 Penalty: 5972.396484
	Iteration 106Q: 3 clusters Score -2.030078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164601 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -20300770.000000 Penalty: 5972.396484
	Iteration 107Q: 3 clusters Score -2.030077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164592 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -20300794.000000 Penalty: 5972.396484
	Iteration 108Q: 3 clusters Score -2.030079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164573 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -20300758.000000 Penalty: 5972.396484
	Iteration 109Q: 3 clusters Score -2.030076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164559 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -20300784.000000 Penalty: 5972.396484
	Iteration 110Q: 3 clusters Score -2.030078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164533 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -20300784.000000 Penalty: 5972.396484
	Iteration 111Q: 3 clusters Score -2.030078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164513 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -20300792.000000 Penalty: 5972.396484
	Iteration 112Q: 3 clusters Score -2.030079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164494 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -20300778.000000 Penalty: 5972.396484
	Iteration 113Q: 3 clusters Score -2.030078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164472 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -20300796.000000 Penalty: 5972.396484
	Iteration 114Q: 3 clusters Score -2.03008e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164448 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -20300822.000000 Penalty: 5972.396484
	Iteration 115Q: 3 clusters Score -2.030082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164427 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -20300832.000000 Penalty: 5972.396484
	Iteration 116Q: 3 clusters Score -2.030083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164403 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -20300834.000000 Penalty: 5972.396484
	Iteration 117Q: 3 clusters Score -2.030083e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164381 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -20300840.000000 Penalty: 5972.396484
	Iteration 118Q: 3 clusters Score -2.030084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164363 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -20300844.000000 Penalty: 5972.396484
	Iteration 119Q: 3 clusters Score -2.030084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164353 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -20300858.000000 Penalty: 5972.396484
	Iteration 120F: 3 clusters Score -2.030086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164343 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -20300860.000000 Penalty: 5972.396484
	Iteration 121Q: 3 clusters Score -2.030086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164329 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -20300880.000000 Penalty: 5972.396484
	Iteration 122Q: 3 clusters Score -2.030088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164318 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -20300868.000000 Penalty: 5972.396484
	Iteration 123Q: 3 clusters Score -2.030087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -20300884.000000 Penalty: 5972.396484
	Iteration 124Q: 3 clusters Score -2.030088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164303 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -20300888.000000 Penalty: 5972.396484
	Iteration 125Q: 3 clusters Score -2.030089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164294 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -20300894.000000 Penalty: 5972.396484
	Iteration 126Q: 3 clusters Score -2.030089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164289 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -20300892.000000 Penalty: 5972.396484
	Iteration 127Q: 3 clusters Score -2.030089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -20300890.000000 Penalty: 5972.396484
	Iteration 128Q: 3 clusters Score -2.030089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164280 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -20300900.000000 Penalty: 5972.396484
	Iteration 129Q: 3 clusters Score -2.03009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -20300890.000000 Penalty: 5972.396484
	Iteration 130Q: 3 clusters Score -2.030089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164274 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -20300892.000000 Penalty: 5972.396484
	Iteration 131Q: 3 clusters Score -2.030089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164272 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -20300874.000000 Penalty: 5972.396484
	Iteration 132Q: 3 clusters Score -2.030087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164271 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -20300884.000000 Penalty: 5972.396484
	Iteration 133Q: 3 clusters Score -2.030088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164271 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -20300884.000000 Penalty: 5972.396484
	Iteration 134F: 3 clusters Score -2.030088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Entering Unmasked Estep 
Score: -1055906.000000 Penalty: 2253.502197
	Iteration 0F: 2 clusters Score -1055906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1048925.500000 Penalty: 4507.004395
	Iteration 0F: 3 clusters Score -1048926 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1050976.875000 Penalty: 4507.004395
	Iteration 1F: 3 clusters Score -1050977 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1051277.875000 Penalty: 4507.004395
	Iteration 2F: 3 clusters Score -1051278 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1051495.875000 Penalty: 4507.004395
	Iteration 3F: 3 clusters Score -1051496 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1051709.875000 Penalty: 4507.004395
	Iteration 4Q: 3 clusters Score -1051710 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1051938.500000 Penalty: 4507.004395
	Iteration 5Q: 3 clusters Score -1051938 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1052173.625000 Penalty: 4507.004395
	Iteration 6Q: 3 clusters Score -1052174 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1052421.250000 Penalty: 4507.004395
	Iteration 7Q: 3 clusters Score -1052421 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1052689.125000 Penalty: 4507.004395
	Iteration 8Q: 3 clusters Score -1052689 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1052966.500000 Penalty: 4507.004395
	Iteration 9Q: 3 clusters Score -1052966 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1053232.375000 Penalty: 4507.004395
	Iteration 10Q: 3 clusters Score -1053232 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1053482.375000 Penalty: 4507.004395
	Iteration 11Q: 3 clusters Score -1053482 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1053646.375000 Penalty: 4507.004395
	Iteration 12Q: 3 clusters Score -1053646 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1053762.375000 Penalty: 4507.004395
	Iteration 13Q: 3 clusters Score -1053762 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1053838.125000 Penalty: 4507.004395
	Iteration 14Q: 3 clusters Score -1053838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1053905.000000 Penalty: 4507.004395
	Iteration 15Q: 3 clusters Score -1053905 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1053970.250000 Penalty: 4507.004395
	Iteration 16Q: 3 clusters Score -1053970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1054004.125000 Penalty: 4507.004395
	Iteration 17Q: 3 clusters Score -1054004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1054024.875000 Penalty: 4507.004395
	Iteration 18Q: 3 clusters Score -1054025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1054045.750000 Penalty: 4507.004395
	Iteration 19Q: 3 clusters Score -1054046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1054062.625000 Penalty: 4507.004395
	Iteration 20F: 3 clusters Score -1054063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1054075.125000 Penalty: 4507.004395
	Iteration 21Q: 3 clusters Score -1054075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1054082.375000 Penalty: 4507.004395
	Iteration 22Q: 3 clusters Score -1054082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1054089.000000 Penalty: 4507.004395
	Iteration 23Q: 3 clusters Score -1054089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1054094.750000 Penalty: 4507.004395
	Iteration 24Q: 3 clusters Score -1054095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1054095.250000 Penalty: 4507.004395
	Iteration 25Q: 3 clusters Score -1054095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1054095.875000 Penalty: 4507.004395
	Iteration 26Q: 3 clusters Score -1054096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1054095.875000 Penalty: 4507.004395
	Iteration 27F: 3 clusters Score -1054096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96246 members 
Entering Unmasked Estep 
Score: -11483688.000000 Penalty: 2845.716309
	Iteration 0F: 2 clusters Score -1.148369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -11419340.000000 Penalty: 5691.432617
	Iteration 0F: 3 clusters Score -1.141934e+07 nChanged 45420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -11445213.000000 Penalty: 5691.432617
	Iteration 1F: 3 clusters Score -1.144521e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -11446256.000000 Penalty: 5691.432617
	Iteration 2Q: 3 clusters Score -1.144626e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -11447503.000000 Penalty: 5691.432617
	Iteration 3Q: 3 clusters Score -1.14475e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -11449418.000000 Penalty: 5691.432617
	Iteration 4Q: 3 clusters Score -1.144942e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -11452154.000000 Penalty: 5691.432617
	Iteration 5F: 3 clusters Score -1.145215e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64966 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -11456185.000000 Penalty: 5691.432617
	Iteration 6F: 3 clusters Score -1.145618e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71617 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -11461599.000000 Penalty: 5691.432617
	Iteration 7F: 3 clusters Score -1.14616e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78578 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -11467556.000000 Penalty: 5691.432617
	Iteration 8F: 3 clusters Score -1.146756e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -11472987.000000 Penalty: 5691.432617
	Iteration 9F: 3 clusters Score -1.147299e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -11476610.000000 Penalty: 5691.432617
	Iteration 10Q: 3 clusters Score -1.147661e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -11478791.000000 Penalty: 5691.432617
	Iteration 11Q: 3 clusters Score -1.147879e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93545 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -11479966.000000 Penalty: 5691.432617
	Iteration 12Q: 3 clusters Score -1.147997e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -11480564.000000 Penalty: 5691.432617
	Iteration 13Q: 3 clusters Score -1.148056e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -11480862.000000 Penalty: 5691.432617
	Iteration 14Q: 3 clusters Score -1.148086e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95109 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11481025.000000 Penalty: 5691.432617
	Iteration 15Q: 3 clusters Score -1.148102e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95251 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -11481149.000000 Penalty: 5691.432617
	Iteration 16Q: 3 clusters Score -1.148115e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95340 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -11481209.000000 Penalty: 5691.432617
	Iteration 17Q: 3 clusters Score -1.148121e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95403 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11481264.000000 Penalty: 5691.432617
	Iteration 18Q: 3 clusters Score -1.148126e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95452 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -11481289.000000 Penalty: 5691.432617
	Iteration 19Q: 3 clusters Score -1.148129e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11481331.000000 Penalty: 5691.432617
	Iteration 20F: 3 clusters Score -1.148133e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11481349.000000 Penalty: 5691.432617
	Iteration 21Q: 3 clusters Score -1.148135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95519 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -11481347.000000 Penalty: 5691.432617
	Iteration 22Q: 3 clusters Score -1.148135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95530 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11481364.000000 Penalty: 5691.432617
	Iteration 23Q: 3 clusters Score -1.148136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95540 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11481355.000000 Penalty: 5691.432617
	Iteration 24Q: 3 clusters Score -1.148136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95547 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11481371.000000 Penalty: 5691.432617
	Iteration 25Q: 3 clusters Score -1.148137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95553 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11481387.000000 Penalty: 5691.432617
	Iteration 26Q: 3 clusters Score -1.148139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -11481385.000000 Penalty: 5691.432617
	Iteration 27Q: 3 clusters Score -1.148138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95565 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -11481386.000000 Penalty: 5691.432617
	Iteration 28Q: 3 clusters Score -1.148139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95569 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11481390.000000 Penalty: 5691.432617
	Iteration 29Q: 3 clusters Score -1.148139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95575 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -11481398.000000 Penalty: 5691.432617
	Iteration 30Q: 3 clusters Score -1.14814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95582 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11481411.000000 Penalty: 5691.432617
	Iteration 31Q: 3 clusters Score -1.148141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95590 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11481418.000000 Penalty: 5691.432617
	Iteration 32Q: 3 clusters Score -1.148142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -11481427.000000 Penalty: 5691.432617
	Iteration 33Q: 3 clusters Score -1.148143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95604 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11481433.000000 Penalty: 5691.432617
	Iteration 34Q: 3 clusters Score -1.148143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95610 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11481450.000000 Penalty: 5691.432617
	Iteration 35Q: 3 clusters Score -1.148145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95613 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11481465.000000 Penalty: 5691.432617
	Iteration 36Q: 3 clusters Score -1.148146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95618 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -11481470.000000 Penalty: 5691.432617
	Iteration 37Q: 3 clusters Score -1.148147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95623 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11481463.000000 Penalty: 5691.432617
	Iteration 38Q: 3 clusters Score -1.148146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11481472.000000 Penalty: 5691.432617
	Iteration 39Q: 3 clusters Score -1.148147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95630 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -11481469.000000 Penalty: 5691.432617
	Iteration 40F: 3 clusters Score -1.148147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95629 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11481480.000000 Penalty: 5691.432617
	Iteration 41Q: 3 clusters Score -1.148148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95633 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11481478.000000 Penalty: 5691.432617
	Iteration 42Q: 3 clusters Score -1.148148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11481483.000000 Penalty: 5691.432617
	Iteration 43Q: 3 clusters Score -1.148148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11481498.000000 Penalty: 5691.432617
	Iteration 44Q: 3 clusters Score -1.14815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95647 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -11481487.000000 Penalty: 5691.432617
	Iteration 45Q: 3 clusters Score -1.148149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -11481489.000000 Penalty: 5691.432617
	Iteration 46Q: 3 clusters Score -1.148149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95647 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -11481488.000000 Penalty: 5691.432617
	Iteration 47Q: 3 clusters Score -1.148149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11481490.000000 Penalty: 5691.432617
	Iteration 48Q: 3 clusters Score -1.148149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11481490.000000 Penalty: 5691.432617
	Iteration 49F: 3 clusters Score -1.148149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Entering Unmasked Estep 
Score: -851007.062500 Penalty: 2213.545654
	Iteration 0F: 2 clusters Score -851007.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -844966.750000 Penalty: 4427.091309
	Iteration 0F: 3 clusters Score -844966.8 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -846653.000000 Penalty: 4427.091309
	Iteration 1F: 3 clusters Score -846653 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -846949.062500 Penalty: 4427.091309
	Iteration 2F: 3 clusters Score -846949.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -847174.625000 Penalty: 4427.091309
	Iteration 3F: 3 clusters Score -847174.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -847370.812500 Penalty: 4427.091309
	Iteration 4Q: 3 clusters Score -847370.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -847593.500000 Penalty: 4427.091309
	Iteration 5Q: 3 clusters Score -847593.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -847868.187500 Penalty: 4427.091309
	Iteration 6Q: 3 clusters Score -847868.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -848220.812500 Penalty: 4427.091309
	Iteration 7F: 3 clusters Score -848220.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -848759.437500 Penalty: 4427.091309
	Iteration 8F: 3 clusters Score -848759.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -849534.750000 Penalty: 4427.091309
	Iteration 9F: 3 clusters Score -849534.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -850086.562500 Penalty: 4427.091309
	Iteration 10F: 3 clusters Score -850086.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -850347.875000 Penalty: 4427.091309
	Iteration 11Q: 3 clusters Score -850347.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -850466.187500 Penalty: 4427.091309
	Iteration 12Q: 3 clusters Score -850466.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -850526.125000 Penalty: 4427.091309
	Iteration 13Q: 3 clusters Score -850526.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -850559.250000 Penalty: 4427.091309
	Iteration 14Q: 3 clusters Score -850559.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -850578.687500 Penalty: 4427.091309
	Iteration 15Q: 3 clusters Score -850578.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -850596.000000 Penalty: 4427.091309
	Iteration 16Q: 3 clusters Score -850596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -850610.187500 Penalty: 4427.091309
	Iteration 17Q: 3 clusters Score -850610.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -850624.000000 Penalty: 4427.091309
	Iteration 18Q: 3 clusters Score -850624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -850633.875000 Penalty: 4427.091309
	Iteration 19Q: 3 clusters Score -850633.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -850644.687500 Penalty: 4427.091309
	Iteration 20F: 3 clusters Score -850644.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -850666.312500 Penalty: 4427.091309
	Iteration 21Q: 3 clusters Score -850666.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -850685.187500 Penalty: 4427.091309
	Iteration 22Q: 3 clusters Score -850685.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -850702.562500 Penalty: 4427.091309
	Iteration 23Q: 3 clusters Score -850702.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -850725.875000 Penalty: 4427.091309
	Iteration 24Q: 3 clusters Score -850725.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -850744.437500 Penalty: 4427.091309
	Iteration 25Q: 3 clusters Score -850744.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -850767.312500 Penalty: 4427.091309
	Iteration 26Q: 3 clusters Score -850767.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -850805.062500 Penalty: 4427.091309
	Iteration 27Q: 3 clusters Score -850805.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -850859.000000 Penalty: 4427.091309
	Iteration 28Q: 3 clusters Score -850859 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -850899.250000 Penalty: 4427.091309
	Iteration 29Q: 3 clusters Score -850899.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -850919.437500 Penalty: 4427.091309
	Iteration 30Q: 3 clusters Score -850919.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -850928.687500 Penalty: 4427.091309
	Iteration 31Q: 3 clusters Score -850928.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -850933.000000 Penalty: 4427.091309
	Iteration 32Q: 3 clusters Score -850933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -850940.812500 Penalty: 4427.091309
	Iteration 33Q: 3 clusters Score -850940.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -850944.437500 Penalty: 4427.091309
	Iteration 34Q: 3 clusters Score -850944.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -850945.750000 Penalty: 4427.091309
	Iteration 35Q: 3 clusters Score -850945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -850946.750000 Penalty: 4427.091309
	Iteration 36Q: 3 clusters Score -850946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -850949.062500 Penalty: 4427.091309
	Iteration 37Q: 3 clusters Score -850949.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -850949.875000 Penalty: 4427.091309
	Iteration 38Q: 3 clusters Score -850949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -850948.937500 Penalty: 4427.091309
	Iteration 39Q: 3 clusters Score -850948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -850967.500000 Penalty: 4427.091309
	Iteration 40F: 3 clusters Score -850967.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -850982.250000 Penalty: 4427.091309
	Iteration 41Q: 3 clusters Score -850982.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -850986.812500 Penalty: 4427.091309
	Iteration 42Q: 3 clusters Score -850986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -850989.250000 Penalty: 4427.091309
	Iteration 43Q: 3 clusters Score -850989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -850989.187500 Penalty: 4427.091309
	Iteration 44Q: 3 clusters Score -850989.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -850989.375000 Penalty: 4427.091309
	Iteration 45Q: 3 clusters Score -850989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -850991.625000 Penalty: 4427.091309
	Iteration 46Q: 3 clusters Score -850991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -850988.875000 Penalty: 4427.091309
	Iteration 47Q: 3 clusters Score -850988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -850990.062500 Penalty: 4427.091309
	Iteration 48Q: 3 clusters Score -850990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -850990.062500 Penalty: 4427.091309
	Iteration 49F: 3 clusters Score -850990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Entering Unmasked Estep 
Score: -648147.125000 Penalty: 2157.314209
	Iteration 0F: 2 clusters Score -648147.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -642939.750000 Penalty: 4314.628418
	Iteration 0F: 3 clusters Score -642939.8 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -644375.625000 Penalty: 4314.628418
	Iteration 1F: 3 clusters Score -644375.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -644751.125000 Penalty: 4314.628418
	Iteration 2F: 3 clusters Score -644751.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -645118.437500 Penalty: 4314.628418
	Iteration 3F: 3 clusters Score -645118.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -645441.437500 Penalty: 4314.628418
	Iteration 4F: 3 clusters Score -645441.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -645690.000000 Penalty: 4314.628418
	Iteration 5F: 3 clusters Score -645690 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -645873.125000 Penalty: 4314.628418
	Iteration 6Q: 3 clusters Score -645873.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -646024.625000 Penalty: 4314.628418
	Iteration 7Q: 3 clusters Score -646024.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -646153.000000 Penalty: 4314.628418
	Iteration 8Q: 3 clusters Score -646153 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -646250.625000 Penalty: 4314.628418
	Iteration 9Q: 3 clusters Score -646250.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -646340.125000 Penalty: 4314.628418
	Iteration 10Q: 3 clusters Score -646340.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -646435.312500 Penalty: 4314.628418
	Iteration 11Q: 3 clusters Score -646435.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -646520.500000 Penalty: 4314.628418
	Iteration 12Q: 3 clusters Score -646520.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -646600.375000 Penalty: 4314.628418
	Iteration 13Q: 3 clusters Score -646600.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -646664.375000 Penalty: 4314.628418
	Iteration 14Q: 3 clusters Score -646664.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -646712.187500 Penalty: 4314.628418
	Iteration 15Q: 3 clusters Score -646712.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -646768.937500 Penalty: 4314.628418
	Iteration 16Q: 3 clusters Score -646768.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -646820.187500 Penalty: 4314.628418
	Iteration 17Q: 3 clusters Score -646820.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -646858.312500 Penalty: 4314.628418
	Iteration 18Q: 3 clusters Score -646858.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -646884.687500 Penalty: 4314.628418
	Iteration 19Q: 3 clusters Score -646884.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -646908.687500 Penalty: 4314.628418
	Iteration 20F: 3 clusters Score -646908.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -646924.250000 Penalty: 4314.628418
	Iteration 21Q: 3 clusters Score -646924.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -646933.562500 Penalty: 4314.628418
	Iteration 22Q: 3 clusters Score -646933.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -646943.625000 Penalty: 4314.628418
	Iteration 23Q: 3 clusters Score -646943.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -646957.125000 Penalty: 4314.628418
	Iteration 24Q: 3 clusters Score -646957.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -646962.625000 Penalty: 4314.628418
	Iteration 25Q: 3 clusters Score -646962.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -646967.937500 Penalty: 4314.628418
	Iteration 26Q: 3 clusters Score -646967.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -646973.000000 Penalty: 4314.628418
	Iteration 27Q: 3 clusters Score -646973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -646979.562500 Penalty: 4314.628418
	Iteration 28Q: 3 clusters Score -646979.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -646984.250000 Penalty: 4314.628418
	Iteration 29Q: 3 clusters Score -646984.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -646987.187500 Penalty: 4314.628418
	Iteration 30Q: 3 clusters Score -646987.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -646991.500000 Penalty: 4314.628418
	Iteration 31Q: 3 clusters Score -646991.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -646993.125000 Penalty: 4314.628418
	Iteration 32Q: 3 clusters Score -646993.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -646993.562500 Penalty: 4314.628418
	Iteration 33Q: 3 clusters Score -646993.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -646997.312500 Penalty: 4314.628418
	Iteration 34Q: 3 clusters Score -646997.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -647000.125000 Penalty: 4314.628418
	Iteration 35Q: 3 clusters Score -647000.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -647005.062500 Penalty: 4314.628418
	Iteration 36Q: 3 clusters Score -647005.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -647007.812500 Penalty: 4314.628418
	Iteration 37Q: 3 clusters Score -647007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -647013.812500 Penalty: 4314.628418
	Iteration 38Q: 3 clusters Score -647013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -647016.000000 Penalty: 4314.628418
	Iteration 39Q: 3 clusters Score -647016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -647018.687500 Penalty: 4314.628418
	Iteration 40F: 3 clusters Score -647018.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -647021.812500 Penalty: 4314.628418
	Iteration 41Q: 3 clusters Score -647021.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -647025.625000 Penalty: 4314.628418
	Iteration 42Q: 3 clusters Score -647025.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -647028.250000 Penalty: 4314.628418
	Iteration 43Q: 3 clusters Score -647028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -647030.562500 Penalty: 4314.628418
	Iteration 44Q: 3 clusters Score -647030.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -647033.750000 Penalty: 4314.628418
	Iteration 45Q: 3 clusters Score -647033.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -647036.187500 Penalty: 4314.628418
	Iteration 46Q: 3 clusters Score -647036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -647038.562500 Penalty: 4314.628418
	Iteration 47Q: 3 clusters Score -647038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -647038.562500 Penalty: 4314.628418
	Iteration 48Q: 3 clusters Score -647038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -647039.937500 Penalty: 4314.628418
	Iteration 49Q: 3 clusters Score -647039.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -647041.500000 Penalty: 4314.628418
	Iteration 50Q: 3 clusters Score -647041.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -647043.000000 Penalty: 4314.628418
	Iteration 51Q: 3 clusters Score -647043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -647044.062500 Penalty: 4314.628418
	Iteration 52Q: 3 clusters Score -647044.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -647047.187500 Penalty: 4314.628418
	Iteration 53Q: 3 clusters Score -647047.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -647048.500000 Penalty: 4314.628418
	Iteration 54Q: 3 clusters Score -647048.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -647053.125000 Penalty: 4314.628418
	Iteration 55Q: 3 clusters Score -647053.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -647052.750000 Penalty: 4314.628418
	Iteration 56Q: 3 clusters Score -647052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -647055.375000 Penalty: 4314.628418
	Iteration 57Q: 3 clusters Score -647055.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -647056.500000 Penalty: 4314.628418
	Iteration 58Q: 3 clusters Score -647056.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -647058.875000 Penalty: 4314.628418
	Iteration 59Q: 3 clusters Score -647058.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -647061.062500 Penalty: 4314.628418
	Iteration 60F: 3 clusters Score -647061.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -647061.687500 Penalty: 4314.628418
	Iteration 61Q: 3 clusters Score -647061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -647064.000000 Penalty: 4314.628418
	Iteration 62Q: 3 clusters Score -647064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -647063.875000 Penalty: 4314.628418
	Iteration 63Q: 3 clusters Score -647063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -647066.312500 Penalty: 4314.628418
	Iteration 64Q: 3 clusters Score -647066.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -647067.812500 Penalty: 4314.628418
	Iteration 65Q: 3 clusters Score -647067.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -647067.875000 Penalty: 4314.628418
	Iteration 66Q: 3 clusters Score -647067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -647069.500000 Penalty: 4314.628418
	Iteration 67Q: 3 clusters Score -647069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -647069.500000 Penalty: 4314.628418
	Iteration 68Q: 3 clusters Score -647069.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -647069.500000 Penalty: 4314.628418
	Iteration 69F: 3 clusters Score -647069.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Entering Unmasked Estep 
Score: -1972227.750000 Penalty: 2416.663086
	Iteration 0F: 2 clusters Score -1972228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1959936.000000 Penalty: 4833.326172
	Iteration 0F: 3 clusters Score -1959936 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1963934.875000 Penalty: 4833.326172
	Iteration 1F: 3 clusters Score -1963935 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1964519.500000 Penalty: 4833.326172
	Iteration 2F: 3 clusters Score -1964520 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1965058.250000 Penalty: 4833.326172
	Iteration 3F: 3 clusters Score -1965058 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1965551.250000 Penalty: 4833.326172
	Iteration 4F: 3 clusters Score -1965551 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1965955.625000 Penalty: 4833.326172
	Iteration 5Q: 3 clusters Score -1965956 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1966374.625000 Penalty: 4833.326172
	Iteration 6Q: 3 clusters Score -1966375 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1966825.750000 Penalty: 4833.326172
	Iteration 7Q: 3 clusters Score -1966826 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1967315.875000 Penalty: 4833.326172
	Iteration 8Q: 3 clusters Score -1967316 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1967793.125000 Penalty: 4833.326172
	Iteration 9Q: 3 clusters Score -1967793 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1968275.000000 Penalty: 4833.326172
	Iteration 10Q: 3 clusters Score -1968275 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1968700.750000 Penalty: 4833.326172
	Iteration 11Q: 3 clusters Score -1968701 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1969063.000000 Penalty: 4833.326172
	Iteration 12Q: 3 clusters Score -1969063 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1969290.000000 Penalty: 4833.326172
	Iteration 13Q: 3 clusters Score -1969290 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1969451.375000 Penalty: 4833.326172
	Iteration 14Q: 3 clusters Score -1969451 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1969577.875000 Penalty: 4833.326172
	Iteration 15Q: 3 clusters Score -1969578 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1969678.000000 Penalty: 4833.326172
	Iteration 16Q: 3 clusters Score -1969678 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1969746.875000 Penalty: 4833.326172
	Iteration 17Q: 3 clusters Score -1969747 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1969809.375000 Penalty: 4833.326172
	Iteration 18Q: 3 clusters Score -1969809 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1969875.000000 Penalty: 4833.326172
	Iteration 19Q: 3 clusters Score -1969875 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1969931.375000 Penalty: 4833.326172
	Iteration 20F: 3 clusters Score -1969931 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1969979.375000 Penalty: 4833.326172
	Iteration 21Q: 3 clusters Score -1969979 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1970020.125000 Penalty: 4833.326172
	Iteration 22Q: 3 clusters Score -1970020 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1970055.000000 Penalty: 4833.326172
	Iteration 23Q: 3 clusters Score -1970055 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1970087.500000 Penalty: 4833.326172
	Iteration 24Q: 3 clusters Score -1970088 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1970134.500000 Penalty: 4833.326172
	Iteration 25Q: 3 clusters Score -1970134 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1970176.875000 Penalty: 4833.326172
	Iteration 26Q: 3 clusters Score -1970177 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1970223.375000 Penalty: 4833.326172
	Iteration 27Q: 3 clusters Score -1970223 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1970268.375000 Penalty: 4833.326172
	Iteration 28Q: 3 clusters Score -1970268 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1970329.000000 Penalty: 4833.326172
	Iteration 29Q: 3 clusters Score -1970329 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1970393.250000 Penalty: 4833.326172
	Iteration 30Q: 3 clusters Score -1970393 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1970446.875000 Penalty: 4833.326172
	Iteration 31Q: 3 clusters Score -1970447 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1970518.875000 Penalty: 4833.326172
	Iteration 32Q: 3 clusters Score -1970519 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1970590.750000 Penalty: 4833.326172
	Iteration 33Q: 3 clusters Score -1970591 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1970673.875000 Penalty: 4833.326172
	Iteration 34Q: 3 clusters Score -1970674 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1970777.250000 Penalty: 4833.326172
	Iteration 35Q: 3 clusters Score -1970777 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1970898.250000 Penalty: 4833.326172
	Iteration 36Q: 3 clusters Score -1970898 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1971026.625000 Penalty: 4833.326172
	Iteration 37Q: 3 clusters Score -1971027 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1971193.875000 Penalty: 4833.326172
	Iteration 38Q: 3 clusters Score -1971194 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1971369.750000 Penalty: 4833.326172
	Iteration 39Q: 3 clusters Score -1971370 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1971523.500000 Penalty: 4833.326172
	Iteration 40F: 3 clusters Score -1971524 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1971661.000000 Penalty: 4833.326172
	Iteration 41Q: 3 clusters Score -1971661 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1971767.625000 Penalty: 4833.326172
	Iteration 42Q: 3 clusters Score -1971768 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1971839.750000 Penalty: 4833.326172
	Iteration 43Q: 3 clusters Score -1971840 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1971894.750000 Penalty: 4833.326172
	Iteration 44Q: 3 clusters Score -1971895 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1971941.250000 Penalty: 4833.326172
	Iteration 45Q: 3 clusters Score -1971941 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1971960.500000 Penalty: 4833.326172
	Iteration 46Q: 3 clusters Score -1971960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1971981.500000 Penalty: 4833.326172
	Iteration 47Q: 3 clusters Score -1971982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1972002.375000 Penalty: 4833.326172
	Iteration 48Q: 3 clusters Score -1972002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1972016.250000 Penalty: 4833.326172
	Iteration 49Q: 3 clusters Score -1972016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1972026.125000 Penalty: 4833.326172
	Iteration 50Q: 3 clusters Score -1972026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1972036.875000 Penalty: 4833.326172
	Iteration 51Q: 3 clusters Score -1972037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1972036.625000 Penalty: 4833.326172
	Iteration 52Q: 3 clusters Score -1972037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1972042.125000 Penalty: 4833.326172
	Iteration 53Q: 3 clusters Score -1972042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1972047.875000 Penalty: 4833.326172
	Iteration 54Q: 3 clusters Score -1972048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1972056.125000 Penalty: 4833.326172
	Iteration 55Q: 3 clusters Score -1972056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1972062.750000 Penalty: 4833.326172
	Iteration 56Q: 3 clusters Score -1972063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1972073.125000 Penalty: 4833.326172
	Iteration 57Q: 3 clusters Score -1972073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1972093.875000 Penalty: 4833.326172
	Iteration 58Q: 3 clusters Score -1972094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1972116.750000 Penalty: 4833.326172
	Iteration 59Q: 3 clusters Score -1972117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1972136.375000 Penalty: 4833.326172
	Iteration 60F: 3 clusters Score -1972136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1972160.750000 Penalty: 4833.326172
	Iteration 61Q: 3 clusters Score -1972161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1972164.250000 Penalty: 4833.326172
	Iteration 62Q: 3 clusters Score -1972164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1972169.875000 Penalty: 4833.326172
	Iteration 63Q: 3 clusters Score -1972170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1972167.375000 Penalty: 4833.326172
	Iteration 64Q: 3 clusters Score -1972167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1972176.750000 Penalty: 4833.326172
	Iteration 65Q: 3 clusters Score -1972177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1972180.000000 Penalty: 4833.326172
	Iteration 66Q: 3 clusters Score -1972180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1972177.375000 Penalty: 4833.326172
	Iteration 67Q: 3 clusters Score -1972177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1972175.500000 Penalty: 4833.326172
	Iteration 68Q: 3 clusters Score -1972176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1972180.875000 Penalty: 4833.326172
	Iteration 69Q: 3 clusters Score -1972181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1972184.875000 Penalty: 4833.326172
	Iteration 70Q: 3 clusters Score -1972185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1972189.125000 Penalty: 4833.326172
	Iteration 71Q: 3 clusters Score -1972189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1972191.125000 Penalty: 4833.326172
	Iteration 72Q: 3 clusters Score -1972191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1972191.000000 Penalty: 4833.326172
	Iteration 73Q: 3 clusters Score -1972191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1972187.625000 Penalty: 4833.326172
	Iteration 74Q: 3 clusters Score -1972188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1972191.250000 Penalty: 4833.326172
	Iteration 75Q: 3 clusters Score -1972191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1972190.125000 Penalty: 4833.326172
	Iteration 76Q: 3 clusters Score -1972190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1972192.875000 Penalty: 4833.326172
	Iteration 77Q: 3 clusters Score -1972193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1972193.500000 Penalty: 4833.326172
	Iteration 78Q: 3 clusters Score -1972194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1972193.750000 Penalty: 4833.326172
	Iteration 79Q: 3 clusters Score -1972194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1972188.750000 Penalty: 4833.326172
	Iteration 80F: 3 clusters Score -1972189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1972186.625000 Penalty: 4833.326172
	Iteration 81Q: 3 clusters Score -1972187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1972189.000000 Penalty: 4833.326172
	Iteration 82Q: 3 clusters Score -1972189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1972189.000000 Penalty: 4833.326172
	Iteration 83F: 3 clusters Score -1972189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Entering Unmasked Estep 
Score: -6179226.000000 Penalty: 2692.807617
	Iteration 0F: 2 clusters Score -6179226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -6144238.000000 Penalty: 5385.615234
	Iteration 0F: 3 clusters Score -6144238 nChanged 24065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -6157562.000000 Penalty: 5385.615234
	Iteration 1F: 3 clusters Score -6157562 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -6158119.000000 Penalty: 5385.615234
	Iteration 2Q: 3 clusters Score -6158119 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -6158624.000000 Penalty: 5385.615234
	Iteration 3Q: 3 clusters Score -6158624 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -6159119.000000 Penalty: 5385.615234
	Iteration 4Q: 3 clusters Score -6159119 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -6159562.500000 Penalty: 5385.615234
	Iteration 5Q: 3 clusters Score -6159562 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -6160009.500000 Penalty: 5385.615234
	Iteration 6Q: 3 clusters Score -6160010 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -6160533.000000 Penalty: 5385.615234
	Iteration 7Q: 3 clusters Score -6160533 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -6161198.500000 Penalty: 5385.615234
	Iteration 8Q: 3 clusters Score -6161198 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -6162122.000000 Penalty: 5385.615234
	Iteration 9Q: 3 clusters Score -6162122 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -6163437.000000 Penalty: 5385.615234
	Iteration 10Q: 3 clusters Score -6163437 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -6165274.500000 Penalty: 5385.615234
	Iteration 11F: 3 clusters Score -6165274 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -6167591.500000 Penalty: 5385.615234
	Iteration 12F: 3 clusters Score -6167592 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -6170343.500000 Penalty: 5385.615234
	Iteration 13F: 3 clusters Score -6170344 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -6172943.000000 Penalty: 5385.615234
	Iteration 14F: 3 clusters Score -6172943 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -6174753.500000 Penalty: 5385.615234
	Iteration 15Q: 3 clusters Score -6174754 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -6175866.500000 Penalty: 5385.615234
	Iteration 16Q: 3 clusters Score -6175866 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -6176436.500000 Penalty: 5385.615234
	Iteration 17Q: 3 clusters Score -6176436 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -6176740.500000 Penalty: 5385.615234
	Iteration 18Q: 3 clusters Score -6176740 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -6176866.500000 Penalty: 5385.615234
	Iteration 19Q: 3 clusters Score -6176866 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -6176940.500000 Penalty: 5385.615234
	Iteration 20F: 3 clusters Score -6176940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -6177005.000000 Penalty: 5385.615234
	Iteration 21Q: 3 clusters Score -6177005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -6177029.000000 Penalty: 5385.615234
	Iteration 22Q: 3 clusters Score -6177029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -6177051.500000 Penalty: 5385.615234
	Iteration 23Q: 3 clusters Score -6177052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -6177065.500000 Penalty: 5385.615234
	Iteration 24Q: 3 clusters Score -6177066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -6177074.500000 Penalty: 5385.615234
	Iteration 25Q: 3 clusters Score -6177074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -6177071.000000 Penalty: 5385.615234
	Iteration 26Q: 3 clusters Score -6177071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -6177078.000000 Penalty: 5385.615234
	Iteration 27Q: 3 clusters Score -6177078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -6177087.500000 Penalty: 5385.615234
	Iteration 28Q: 3 clusters Score -6177088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -6177082.500000 Penalty: 5385.615234
	Iteration 29Q: 3 clusters Score -6177082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -6177085.000000 Penalty: 5385.615234
	Iteration 30Q: 3 clusters Score -6177085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -6177085.500000 Penalty: 5385.615234
	Iteration 31Q: 3 clusters Score -6177086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -6177085.500000 Penalty: 5385.615234
	Iteration 32F: 3 clusters Score -6177086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Entering Unmasked Estep 
Score: -1145656.875000 Penalty: 2281.972412
	Iteration 0F: 2 clusters Score -1145657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1137996.000000 Penalty: 4563.944824
	Iteration 0F: 3 clusters Score -1137996 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1140261.125000 Penalty: 4563.944824
	Iteration 1F: 3 clusters Score -1140261 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1140695.500000 Penalty: 4563.944824
	Iteration 2F: 3 clusters Score -1140696 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1141093.250000 Penalty: 4563.944824
	Iteration 3F: 3 clusters Score -1141093 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1141449.500000 Penalty: 4563.944824
	Iteration 4F: 3 clusters Score -1141450 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1141788.500000 Penalty: 4563.944824
	Iteration 5F: 3 clusters Score -1141788 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1142135.875000 Penalty: 4563.944824
	Iteration 6Q: 3 clusters Score -1142136 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1142467.500000 Penalty: 4563.944824
	Iteration 7Q: 3 clusters Score -1142468 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1142752.750000 Penalty: 4563.944824
	Iteration 8Q: 3 clusters Score -1142753 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1143069.750000 Penalty: 4563.944824
	Iteration 9Q: 3 clusters Score -1143070 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1143363.375000 Penalty: 4563.944824
	Iteration 10Q: 3 clusters Score -1143363 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1143606.875000 Penalty: 4563.944824
	Iteration 11Q: 3 clusters Score -1143607 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1143782.250000 Penalty: 4563.944824
	Iteration 12Q: 3 clusters Score -1143782 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1143911.250000 Penalty: 4563.944824
	Iteration 13Q: 3 clusters Score -1143911 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1144037.000000 Penalty: 4563.944824
	Iteration 14Q: 3 clusters Score -1144037 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1144146.500000 Penalty: 4563.944824
	Iteration 15Q: 3 clusters Score -1144146 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1144243.000000 Penalty: 4563.944824
	Iteration 16Q: 3 clusters Score -1144243 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1144306.625000 Penalty: 4563.944824
	Iteration 17Q: 3 clusters Score -1144307 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1144359.375000 Penalty: 4563.944824
	Iteration 18Q: 3 clusters Score -1144359 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1144410.750000 Penalty: 4563.944824
	Iteration 19Q: 3 clusters Score -1144411 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1144440.875000 Penalty: 4563.944824
	Iteration 20F: 3 clusters Score -1144441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1144476.500000 Penalty: 4563.944824
	Iteration 21Q: 3 clusters Score -1144476 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1144508.500000 Penalty: 4563.944824
	Iteration 22Q: 3 clusters Score -1144508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1144535.000000 Penalty: 4563.944824
	Iteration 23Q: 3 clusters Score -1144535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1144550.000000 Penalty: 4563.944824
	Iteration 24Q: 3 clusters Score -1144550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1144561.875000 Penalty: 4563.944824
	Iteration 25Q: 3 clusters Score -1144562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1144576.125000 Penalty: 4563.944824
	Iteration 26Q: 3 clusters Score -1144576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1144584.500000 Penalty: 4563.944824
	Iteration 27Q: 3 clusters Score -1144584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1144589.750000 Penalty: 4563.944824
	Iteration 28Q: 3 clusters Score -1144590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1144597.375000 Penalty: 4563.944824
	Iteration 29Q: 3 clusters Score -1144597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1144598.750000 Penalty: 4563.944824
	Iteration 30Q: 3 clusters Score -1144599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1144604.875000 Penalty: 4563.944824
	Iteration 31Q: 3 clusters Score -1144605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1144611.875000 Penalty: 4563.944824
	Iteration 32Q: 3 clusters Score -1144612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1144615.500000 Penalty: 4563.944824
	Iteration 33Q: 3 clusters Score -1144616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1144615.250000 Penalty: 4563.944824
	Iteration 34Q: 3 clusters Score -1144615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1144620.000000 Penalty: 4563.944824
	Iteration 35Q: 3 clusters Score -1144620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1144619.375000 Penalty: 4563.944824
	Iteration 36Q: 3 clusters Score -1144619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1144621.625000 Penalty: 4563.944824
	Iteration 37Q: 3 clusters Score -1144622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1144623.375000 Penalty: 4563.944824
	Iteration 38Q: 3 clusters Score -1144623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1144623.375000 Penalty: 4563.944824
	Iteration 39Q: 3 clusters Score -1144623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1144624.750000 Penalty: 4563.944824
	Iteration 40F: 3 clusters Score -1144625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1144625.125000 Penalty: 4563.944824
	Iteration 41Q: 3 clusters Score -1144625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1144627.375000 Penalty: 4563.944824
	Iteration 42Q: 3 clusters Score -1144627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1144627.750000 Penalty: 4563.944824
	Iteration 43Q: 3 clusters Score -1144628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1144629.250000 Penalty: 4563.944824
	Iteration 44Q: 3 clusters Score -1144629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1144630.500000 Penalty: 4563.944824
	Iteration 45Q: 3 clusters Score -1144630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1144631.500000 Penalty: 4563.944824
	Iteration 46Q: 3 clusters Score -1144632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1144631.500000 Penalty: 4563.944824
	Iteration 47Q: 3 clusters Score -1144632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1144632.250000 Penalty: 4563.944824
	Iteration 48Q: 3 clusters Score -1144632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1144632.500000 Penalty: 4563.944824
	Iteration 49Q: 3 clusters Score -1144632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1144634.875000 Penalty: 4563.944824
	Iteration 50Q: 3 clusters Score -1144635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1144635.375000 Penalty: 4563.944824
	Iteration 51Q: 3 clusters Score -1144635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1144635.500000 Penalty: 4563.944824
	Iteration 52Q: 3 clusters Score -1144636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1144636.375000 Penalty: 4563.944824
	Iteration 53Q: 3 clusters Score -1144636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1144635.875000 Penalty: 4563.944824
	Iteration 54Q: 3 clusters Score -1144636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1144637.250000 Penalty: 4563.944824
	Iteration 55Q: 3 clusters Score -1144637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1144637.250000 Penalty: 4563.944824
	Iteration 56F: 3 clusters Score -1144637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Entering Unmasked Estep 
Score: -1894671.375000 Penalty: 2404.677002
	Iteration 0F: 2 clusters Score -1894671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1882908.875000 Penalty: 4809.354004
	Iteration 0F: 3 clusters Score -1882909 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1886709.125000 Penalty: 4809.354004
	Iteration 1F: 3 clusters Score -1886709 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1887080.375000 Penalty: 4809.354004
	Iteration 2F: 3 clusters Score -1887080 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1887376.625000 Penalty: 4809.354004
	Iteration 3Q: 3 clusters Score -1887377 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1887686.375000 Penalty: 4809.354004
	Iteration 4Q: 3 clusters Score -1887686 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1888041.125000 Penalty: 4809.354004
	Iteration 5Q: 3 clusters Score -1888041 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1888396.625000 Penalty: 4809.354004
	Iteration 6Q: 3 clusters Score -1888397 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1888780.500000 Penalty: 4809.354004
	Iteration 7Q: 3 clusters Score -1888780 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1889173.625000 Penalty: 4809.354004
	Iteration 8Q: 3 clusters Score -1889174 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1889592.375000 Penalty: 4809.354004
	Iteration 9Q: 3 clusters Score -1889592 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1890115.000000 Penalty: 4809.354004
	Iteration 10Q: 3 clusters Score -1890115 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1890676.500000 Penalty: 4809.354004
	Iteration 11F: 3 clusters Score -1890676 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1891289.375000 Penalty: 4809.354004
	Iteration 12F: 3 clusters Score -1891289 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1891843.875000 Penalty: 4809.354004
	Iteration 13Q: 3 clusters Score -1891844 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1892381.625000 Penalty: 4809.354004
	Iteration 14Q: 3 clusters Score -1892382 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1892863.875000 Penalty: 4809.354004
	Iteration 15Q: 3 clusters Score -1892864 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1893273.250000 Penalty: 4809.354004
	Iteration 16Q: 3 clusters Score -1893273 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1893620.250000 Penalty: 4809.354004
	Iteration 17Q: 3 clusters Score -1893620 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1893888.750000 Penalty: 4809.354004
	Iteration 18Q: 3 clusters Score -1893889 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1894124.625000 Penalty: 4809.354004
	Iteration 19Q: 3 clusters Score -1894125 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1894319.500000 Penalty: 4809.354004
	Iteration 20F: 3 clusters Score -1894320 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1894539.750000 Penalty: 4809.354004
	Iteration 21Q: 3 clusters Score -1894540 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1894823.625000 Penalty: 4809.354004
	Iteration 22Q: 3 clusters Score -1894824 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1895227.875000 Penalty: 4809.354004
	Iteration 23Q: 3 clusters Score -1895228 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1895691.375000 Penalty: 4809.354004
	Iteration 24Q: 3 clusters Score -1895691 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1896109.375000 Penalty: 4809.354004
	Iteration 25Q: 3 clusters Score -1896109 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1896283.000000 Penalty: 4809.354004
	Iteration 26Q: 3 clusters Score -1896283 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1896338.625000 Penalty: 4809.354004
	Iteration 27Q: 3 clusters Score -1896339 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1896353.375000 Penalty: 4809.354004
	Iteration 28Q: 3 clusters Score -1896353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1896368.000000 Penalty: 4809.354004
	Iteration 29Q: 3 clusters Score -1896368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1896363.375000 Penalty: 4809.354004
	Iteration 30Q: 3 clusters Score -1896363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1896365.875000 Penalty: 4809.354004
	Iteration 31Q: 3 clusters Score -1896366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1896363.375000 Penalty: 4809.354004
	Iteration 32Q: 3 clusters Score -1896363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1896363.375000 Penalty: 4809.354004
	Iteration 33F: 3 clusters Score -1896363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169868 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 4199 members 
Mstep: Class 4 contains 195313 members 
Mstep: Class 5 contains 18427 members 
Mstep: Class 6 contains 4434 members 
Mstep: Class 7 contains 158380 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 13499 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 20802 members 
Mstep: Class 12 contains 76543 members 
Mstep: Class 13 contains 169587 members 
Mstep: Class 14 contains 8837 members 
Mstep: Class 15 contains 96246 members 
Mstep: Class 16 contains 7522 members 
Mstep: Class 17 contains 5996 members 
Mstep: Class 18 contains 17062 members 
Mstep: Class 19 contains 51953 members 
Mstep: Class 20 contains 9912 members 
Mstep: Class 21 contains 6532 members 
Mstep: Class 22 contains 35129 members 
Mstep: Class 23 contains 37549 members 
Mstep: Class 24 contains 5099 members 
Mstep: Class 25 contains 3708 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 192933 members 
Mstep: Class 28 contains 8586 members 
Mstep: Class 29 contains 9725 members 
Entering Unmasked Estep 
Score: -156029184.000000 Penalty: 101497.804688
Splitting cluster 21 changes total score from -156025168.000000 to -156029184.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (35129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Entering Unmasked Estep 
Score: -4175575.750000 Penalty: 2595.761963
	Iteration 0F: 2 clusters Score -4175576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -4151788.000000 Penalty: 5191.523926
	Iteration 0F: 3 clusters Score -4151788 nChanged 15857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -4160281.750000 Penalty: 5191.523926
	Iteration 1F: 3 clusters Score -4160282 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -4160718.750000 Penalty: 5191.523926
	Iteration 2Q: 3 clusters Score -4160719 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -4161133.500000 Penalty: 5191.523926
	Iteration 3Q: 3 clusters Score -4161134 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -4161576.250000 Penalty: 5191.523926
	Iteration 4Q: 3 clusters Score -4161576 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4162057.250000 Penalty: 5191.523926
	Iteration 5Q: 3 clusters Score -4162057 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4162593.500000 Penalty: 5191.523926
	Iteration 6Q: 3 clusters Score -4162594 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -4163227.250000 Penalty: 5191.523926
	Iteration 7Q: 3 clusters Score -4163227 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4164074.250000 Penalty: 5191.523926
	Iteration 8Q: 3 clusters Score -4164074 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4165110.250000 Penalty: 5191.523926
	Iteration 9F: 3 clusters Score -4165110 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -4166324.000000 Penalty: 5191.523926
	Iteration 10F: 3 clusters Score -4166324 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -4167552.250000 Penalty: 5191.523926
	Iteration 11F: 3 clusters Score -4167552 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -4168610.500000 Penalty: 5191.523926
	Iteration 12Q: 3 clusters Score -4168610 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -4169346.250000 Penalty: 5191.523926
	Iteration 13Q: 3 clusters Score -4169346 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -4169887.000000 Penalty: 5191.523926
	Iteration 14Q: 3 clusters Score -4169887 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -4170282.500000 Penalty: 5191.523926
	Iteration 15Q: 3 clusters Score -4170282 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -4170599.500000 Penalty: 5191.523926
	Iteration 16Q: 3 clusters Score -4170600 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -4170815.250000 Penalty: 5191.523926
	Iteration 17Q: 3 clusters Score -4170815 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -4171054.000000 Penalty: 5191.523926
	Iteration 18Q: 3 clusters Score -4171054 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -4171272.500000 Penalty: 5191.523926
	Iteration 19Q: 3 clusters Score -4171272 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -4171473.000000 Penalty: 5191.523926
	Iteration 20F: 3 clusters Score -4171473 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -4171685.750000 Penalty: 5191.523926
	Iteration 21Q: 3 clusters Score -4171686 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -4171886.500000 Penalty: 5191.523926
	Iteration 22Q: 3 clusters Score -4171886 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -4172113.500000 Penalty: 5191.523926
	Iteration 23Q: 3 clusters Score -4172114 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -4172323.000000 Penalty: 5191.523926
	Iteration 24Q: 3 clusters Score -4172323 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -4172536.500000 Penalty: 5191.523926
	Iteration 25Q: 3 clusters Score -4172536 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -4172731.250000 Penalty: 5191.523926
	Iteration 26Q: 3 clusters Score -4172731 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4172934.250000 Penalty: 5191.523926
	Iteration 27Q: 3 clusters Score -4172934 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4173050.250000 Penalty: 5191.523926
	Iteration 28Q: 3 clusters Score -4173050 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -4173120.000000 Penalty: 5191.523926
	Iteration 29Q: 3 clusters Score -4173120 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -4173212.250000 Penalty: 5191.523926
	Iteration 30Q: 3 clusters Score -4173212 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4173248.750000 Penalty: 5191.523926
	Iteration 31Q: 3 clusters Score -4173249 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -4173307.250000 Penalty: 5191.523926
	Iteration 32Q: 3 clusters Score -4173307 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4173331.000000 Penalty: 5191.523926
	Iteration 33Q: 3 clusters Score -4173331 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4173350.000000 Penalty: 5191.523926
	Iteration 34Q: 3 clusters Score -4173350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -4173384.000000 Penalty: 5191.523926
	Iteration 35Q: 3 clusters Score -4173384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -4173412.000000 Penalty: 5191.523926
	Iteration 36Q: 3 clusters Score -4173412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4173427.500000 Penalty: 5191.523926
	Iteration 37Q: 3 clusters Score -4173428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -4173434.000000 Penalty: 5191.523926
	Iteration 38Q: 3 clusters Score -4173434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -4173451.250000 Penalty: 5191.523926
	Iteration 39Q: 3 clusters Score -4173451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -4173456.750000 Penalty: 5191.523926
	Iteration 40F: 3 clusters Score -4173457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4173454.000000 Penalty: 5191.523926
	Iteration 41Q: 3 clusters Score -4173454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -4173460.000000 Penalty: 5191.523926
	Iteration 42Q: 3 clusters Score -4173460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4173465.750000 Penalty: 5191.523926
	Iteration 43Q: 3 clusters Score -4173466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -4173469.750000 Penalty: 5191.523926
	Iteration 44Q: 3 clusters Score -4173470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4173480.250000 Penalty: 5191.523926
	Iteration 45Q: 3 clusters Score -4173480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4173481.000000 Penalty: 5191.523926
	Iteration 46Q: 3 clusters Score -4173481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -4173484.500000 Penalty: 5191.523926
	Iteration 47Q: 3 clusters Score -4173484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -4173488.250000 Penalty: 5191.523926
	Iteration 48Q: 3 clusters Score -4173488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4173491.250000 Penalty: 5191.523926
	Iteration 49Q: 3 clusters Score -4173491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -4173492.750000 Penalty: 5191.523926
	Iteration 50Q: 3 clusters Score -4173493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -4173494.750000 Penalty: 5191.523926
	Iteration 51Q: 3 clusters Score -4173495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4173493.500000 Penalty: 5191.523926
	Iteration 52Q: 3 clusters Score -4173494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -4173496.000000 Penalty: 5191.523926
	Iteration 53Q: 3 clusters Score -4173496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -4173497.000000 Penalty: 5191.523926
	Iteration 54Q: 3 clusters Score -4173497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -4173497.000000 Penalty: 5191.523926
	Iteration 55Q: 3 clusters Score -4173497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4173497.750000 Penalty: 5191.523926
	Iteration 56Q: 3 clusters Score -4173498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4173497.500000 Penalty: 5191.523926
	Iteration 57Q: 3 clusters Score -4173498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4173495.500000 Penalty: 5191.523926
	Iteration 58Q: 3 clusters Score -4173496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -4173495.000000 Penalty: 5191.523926
	Iteration 59Q: 3 clusters Score -4173495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -4173497.000000 Penalty: 5191.523926
	Iteration 60F: 3 clusters Score -4173497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4173497.750000 Penalty: 5191.523926
	Iteration 61Q: 3 clusters Score -4173498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -4173495.500000 Penalty: 5191.523926
	Iteration 62Q: 3 clusters Score -4173496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -4173500.750000 Penalty: 5191.523926
	Iteration 63Q: 3 clusters Score -4173501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -4173508.250000 Penalty: 5191.523926
	Iteration 64Q: 3 clusters Score -4173508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4173512.500000 Penalty: 5191.523926
	Iteration 65Q: 3 clusters Score -4173512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -4173518.500000 Penalty: 5191.523926
	Iteration 66Q: 3 clusters Score -4173518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -4173519.500000 Penalty: 5191.523926
	Iteration 67Q: 3 clusters Score -4173520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -4173521.750000 Penalty: 5191.523926
	Iteration 68Q: 3 clusters Score -4173522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -4173522.500000 Penalty: 5191.523926
	Iteration 69Q: 3 clusters Score -4173522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -4173518.750000 Penalty: 5191.523926
	Iteration 70Q: 3 clusters Score -4173519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -4173521.250000 Penalty: 5191.523926
	Iteration 71Q: 3 clusters Score -4173521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -4173523.000000 Penalty: 5191.523926
	Iteration 72Q: 3 clusters Score -4173523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4173524.250000 Penalty: 5191.523926
	Iteration 73Q: 3 clusters Score -4173524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -4173528.500000 Penalty: 5191.523926
	Iteration 74Q: 3 clusters Score -4173528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4173530.250000 Penalty: 5191.523926
	Iteration 75Q: 3 clusters Score -4173530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -4173533.500000 Penalty: 5191.523926
	Iteration 76Q: 3 clusters Score -4173534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4173536.750000 Penalty: 5191.523926
	Iteration 77Q: 3 clusters Score -4173537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -4173536.500000 Penalty: 5191.523926
	Iteration 78Q: 3 clusters Score -4173536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4173533.500000 Penalty: 5191.523926
	Iteration 79Q: 3 clusters Score -4173534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -4173537.750000 Penalty: 5191.523926
	Iteration 80F: 3 clusters Score -4173538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Entering Unmasked Estep 
Score: -4493921.000000 Penalty: 2612.283691
	Iteration 0F: 2 clusters Score -4493921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4468486.500000 Penalty: 5224.567383
	Iteration 0F: 3 clusters Score -4468486 nChanged 17102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -4477489.000000 Penalty: 5224.567383
	Iteration 1F: 3 clusters Score -4477489 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -4477910.000000 Penalty: 5224.567383
	Iteration 2Q: 3 clusters Score -4477910 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -4478329.000000 Penalty: 5224.567383
	Iteration 3Q: 3 clusters Score -4478329 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -4478752.500000 Penalty: 5224.567383
	Iteration 4Q: 3 clusters Score -4478752 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -4479162.000000 Penalty: 5224.567383
	Iteration 5Q: 3 clusters Score -4479162 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -4479751.500000 Penalty: 5224.567383
	Iteration 6Q: 3 clusters Score -4479752 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -4480536.500000 Penalty: 5224.567383
	Iteration 7Q: 3 clusters Score -4480536 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -4481640.500000 Penalty: 5224.567383
	Iteration 8F: 3 clusters Score -4481640 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -4482991.000000 Penalty: 5224.567383
	Iteration 9F: 3 clusters Score -4482991 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -4484776.500000 Penalty: 5224.567383
	Iteration 10F: 3 clusters Score -4484776 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -4486751.000000 Penalty: 5224.567383
	Iteration 11F: 3 clusters Score -4486751 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -4488528.500000 Penalty: 5224.567383
	Iteration 12F: 3 clusters Score -4488528 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -4489783.000000 Penalty: 5224.567383
	Iteration 13Q: 3 clusters Score -4489783 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -4490519.000000 Penalty: 5224.567383
	Iteration 14Q: 3 clusters Score -4490519 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -4490937.500000 Penalty: 5224.567383
	Iteration 15Q: 3 clusters Score -4490938 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -4491195.500000 Penalty: 5224.567383
	Iteration 16Q: 3 clusters Score -4491196 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -4491351.000000 Penalty: 5224.567383
	Iteration 17Q: 3 clusters Score -4491351 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -4491452.000000 Penalty: 5224.567383
	Iteration 18Q: 3 clusters Score -4491452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -4491511.000000 Penalty: 5224.567383
	Iteration 19Q: 3 clusters Score -4491511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -4491543.500000 Penalty: 5224.567383
	Iteration 20F: 3 clusters Score -4491544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4491576.500000 Penalty: 5224.567383
	Iteration 21Q: 3 clusters Score -4491576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -4491601.000000 Penalty: 5224.567383
	Iteration 22Q: 3 clusters Score -4491601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -4491617.000000 Penalty: 5224.567383
	Iteration 23Q: 3 clusters Score -4491617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -4491628.000000 Penalty: 5224.567383
	Iteration 24Q: 3 clusters Score -4491628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -4491632.500000 Penalty: 5224.567383
	Iteration 25Q: 3 clusters Score -4491632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -4491633.000000 Penalty: 5224.567383
	Iteration 26Q: 3 clusters Score -4491633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -4491638.500000 Penalty: 5224.567383
	Iteration 27Q: 3 clusters Score -4491638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -4491642.000000 Penalty: 5224.567383
	Iteration 28Q: 3 clusters Score -4491642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -4491645.000000 Penalty: 5224.567383
	Iteration 29Q: 3 clusters Score -4491645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -4491645.000000 Penalty: 5224.567383
	Iteration 30F: 3 clusters Score -4491645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Entering Unmasked Estep 
Score: -557592.812500 Penalty: 2117.126221
	Iteration 0F: 2 clusters Score -557592.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -553040.687500 Penalty: 4234.252441
	Iteration 0F: 3 clusters Score -553040.7 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -554368.375000 Penalty: 4234.252441
	Iteration 1F: 3 clusters Score -554368.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -554721.875000 Penalty: 4234.252441
	Iteration 2F: 3 clusters Score -554721.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -554955.375000 Penalty: 4234.252441
	Iteration 3F: 3 clusters Score -554955.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -555135.625000 Penalty: 4234.252441
	Iteration 4Q: 3 clusters Score -555135.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -555290.375000 Penalty: 4234.252441
	Iteration 5Q: 3 clusters Score -555290.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -555456.750000 Penalty: 4234.252441
	Iteration 6Q: 3 clusters Score -555456.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -555621.312500 Penalty: 4234.252441
	Iteration 7Q: 3 clusters Score -555621.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -555793.125000 Penalty: 4234.252441
	Iteration 8Q: 3 clusters Score -555793.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -555954.937500 Penalty: 4234.252441
	Iteration 9Q: 3 clusters Score -555954.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -556060.312500 Penalty: 4234.252441
	Iteration 10Q: 3 clusters Score -556060.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -556135.062500 Penalty: 4234.252441
	Iteration 11Q: 3 clusters Score -556135.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -556188.250000 Penalty: 4234.252441
	Iteration 12Q: 3 clusters Score -556188.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -556235.375000 Penalty: 4234.252441
	Iteration 13Q: 3 clusters Score -556235.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -556280.687500 Penalty: 4234.252441
	Iteration 14Q: 3 clusters Score -556280.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -556314.937500 Penalty: 4234.252441
	Iteration 15Q: 3 clusters Score -556314.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -556346.500000 Penalty: 4234.252441
	Iteration 16Q: 3 clusters Score -556346.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -556372.250000 Penalty: 4234.252441
	Iteration 17Q: 3 clusters Score -556372.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -556391.812500 Penalty: 4234.252441
	Iteration 18Q: 3 clusters Score -556391.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -556398.687500 Penalty: 4234.252441
	Iteration 19Q: 3 clusters Score -556398.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -556405.000000 Penalty: 4234.252441
	Iteration 20F: 3 clusters Score -556405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -556410.687500 Penalty: 4234.252441
	Iteration 21Q: 3 clusters Score -556410.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -556415.437500 Penalty: 4234.252441
	Iteration 22Q: 3 clusters Score -556415.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -556420.437500 Penalty: 4234.252441
	Iteration 23Q: 3 clusters Score -556420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -556426.812500 Penalty: 4234.252441
	Iteration 24Q: 3 clusters Score -556426.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -556431.250000 Penalty: 4234.252441
	Iteration 25Q: 3 clusters Score -556431.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -556435.625000 Penalty: 4234.252441
	Iteration 26Q: 3 clusters Score -556435.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -556438.687500 Penalty: 4234.252441
	Iteration 27Q: 3 clusters Score -556438.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -556445.250000 Penalty: 4234.252441
	Iteration 28Q: 3 clusters Score -556445.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -556446.875000 Penalty: 4234.252441
	Iteration 29Q: 3 clusters Score -556446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -556448.812500 Penalty: 4234.252441
	Iteration 30Q: 3 clusters Score -556448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -556448.625000 Penalty: 4234.252441
	Iteration 31Q: 3 clusters Score -556448.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -556450.062500 Penalty: 4234.252441
	Iteration 32Q: 3 clusters Score -556450.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -556451.062500 Penalty: 4234.252441
	Iteration 33Q: 3 clusters Score -556451.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -556451.250000 Penalty: 4234.252441
	Iteration 34Q: 3 clusters Score -556451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -556451.125000 Penalty: 4234.252441
	Iteration 35Q: 3 clusters Score -556451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -556451.500000 Penalty: 4234.252441
	Iteration 36Q: 3 clusters Score -556451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -556451.562500 Penalty: 4234.252441
	Iteration 37Q: 3 clusters Score -556451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -556454.187500 Penalty: 4234.252441
	Iteration 38Q: 3 clusters Score -556454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -556453.750000 Penalty: 4234.252441
	Iteration 39Q: 3 clusters Score -556453.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -556453.750000 Penalty: 4234.252441
	Iteration 40F: 3 clusters Score -556453.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Entering Unmasked Estep 
Score: -403178.593750 Penalty: 2038.125610
	Iteration 0F: 2 clusters Score -403178.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -399448.812500 Penalty: 4076.251221
	Iteration 0F: 3 clusters Score -399448.8 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -400263.625000 Penalty: 4076.251221
	Iteration 1F: 3 clusters Score -400263.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -400462.937500 Penalty: 4076.251221
	Iteration 2F: 3 clusters Score -400462.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -400676.843750 Penalty: 4076.251221
	Iteration 3F: 3 clusters Score -400676.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -400901.156250 Penalty: 4076.251221
	Iteration 4F: 3 clusters Score -400901.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -401069.531250 Penalty: 4076.251221
	Iteration 5Q: 3 clusters Score -401069.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -401226.656250 Penalty: 4076.251221
	Iteration 6Q: 3 clusters Score -401226.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -401414.406250 Penalty: 4076.251221
	Iteration 7Q: 3 clusters Score -401414.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -401574.468750 Penalty: 4076.251221
	Iteration 8Q: 3 clusters Score -401574.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -401682.156250 Penalty: 4076.251221
	Iteration 9Q: 3 clusters Score -401682.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -401759.531250 Penalty: 4076.251221
	Iteration 10Q: 3 clusters Score -401759.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -401808.250000 Penalty: 4076.251221
	Iteration 11Q: 3 clusters Score -401808.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -401846.718750 Penalty: 4076.251221
	Iteration 12Q: 3 clusters Score -401846.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -401883.468750 Penalty: 4076.251221
	Iteration 13Q: 3 clusters Score -401883.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -401917.625000 Penalty: 4076.251221
	Iteration 14Q: 3 clusters Score -401917.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -401938.312500 Penalty: 4076.251221
	Iteration 15Q: 3 clusters Score -401938.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -401960.375000 Penalty: 4076.251221
	Iteration 16Q: 3 clusters Score -401960.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -401984.125000 Penalty: 4076.251221
	Iteration 17Q: 3 clusters Score -401984.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -401999.281250 Penalty: 4076.251221
	Iteration 18Q: 3 clusters Score -401999.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -402012.781250 Penalty: 4076.251221
	Iteration 19Q: 3 clusters Score -402012.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -402021.343750 Penalty: 4076.251221
	Iteration 20F: 3 clusters Score -402021.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -402030.875000 Penalty: 4076.251221
	Iteration 21Q: 3 clusters Score -402030.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -402035.343750 Penalty: 4076.251221
	Iteration 22Q: 3 clusters Score -402035.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -402036.000000 Penalty: 4076.251221
	Iteration 23Q: 3 clusters Score -402036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -402036.375000 Penalty: 4076.251221
	Iteration 24Q: 3 clusters Score -402036.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -402036.375000 Penalty: 4076.251221
	Iteration 25F: 3 clusters Score -402036.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Entering Unmasked Estep 
Score: -727397.000000 Penalty: 2158.098877
	Iteration 0F: 2 clusters Score -727397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -722252.812500 Penalty: 4316.197754
	Iteration 0F: 3 clusters Score -722252.8 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -723526.125000 Penalty: 4316.197754
	Iteration 1F: 3 clusters Score -723526.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -723727.437500 Penalty: 4316.197754
	Iteration 2F: 3 clusters Score -723727.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -723846.000000 Penalty: 4316.197754
	Iteration 3Q: 3 clusters Score -723846 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -723921.687500 Penalty: 4316.197754
	Iteration 4Q: 3 clusters Score -723921.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -723984.250000 Penalty: 4316.197754
	Iteration 5Q: 3 clusters Score -723984.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -724040.625000 Penalty: 4316.197754
	Iteration 6Q: 3 clusters Score -724040.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -724099.125000 Penalty: 4316.197754
	Iteration 7Q: 3 clusters Score -724099.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -724150.812500 Penalty: 4316.197754
	Iteration 8Q: 3 clusters Score -724150.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -724193.500000 Penalty: 4316.197754
	Iteration 9Q: 3 clusters Score -724193.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -724232.312500 Penalty: 4316.197754
	Iteration 10Q: 3 clusters Score -724232.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -724279.312500 Penalty: 4316.197754
	Iteration 11Q: 3 clusters Score -724279.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -724325.000000 Penalty: 4316.197754
	Iteration 12Q: 3 clusters Score -724325 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -724374.750000 Penalty: 4316.197754
	Iteration 13Q: 3 clusters Score -724374.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -724426.687500 Penalty: 4316.197754
	Iteration 14Q: 3 clusters Score -724426.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -724483.062500 Penalty: 4316.197754
	Iteration 15Q: 3 clusters Score -724483.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -724549.875000 Penalty: 4316.197754
	Iteration 16Q: 3 clusters Score -724549.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -724636.000000 Penalty: 4316.197754
	Iteration 17Q: 3 clusters Score -724636 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -724722.375000 Penalty: 4316.197754
	Iteration 18Q: 3 clusters Score -724722.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -724804.875000 Penalty: 4316.197754
	Iteration 19Q: 3 clusters Score -724804.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -724886.812500 Penalty: 4316.197754
	Iteration 20F: 3 clusters Score -724886.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -724976.625000 Penalty: 4316.197754
	Iteration 21Q: 3 clusters Score -724976.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -725067.937500 Penalty: 4316.197754
	Iteration 22Q: 3 clusters Score -725067.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -725145.937500 Penalty: 4316.197754
	Iteration 23Q: 3 clusters Score -725145.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -725214.375000 Penalty: 4316.197754
	Iteration 24Q: 3 clusters Score -725214.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -725291.937500 Penalty: 4316.197754
	Iteration 25Q: 3 clusters Score -725291.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -725356.000000 Penalty: 4316.197754
	Iteration 26Q: 3 clusters Score -725356 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -725407.000000 Penalty: 4316.197754
	Iteration 27Q: 3 clusters Score -725407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -725437.750000 Penalty: 4316.197754
	Iteration 28Q: 3 clusters Score -725437.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -725471.562500 Penalty: 4316.197754
	Iteration 29Q: 3 clusters Score -725471.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -725503.687500 Penalty: 4316.197754
	Iteration 30Q: 3 clusters Score -725503.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -725517.000000 Penalty: 4316.197754
	Iteration 31Q: 3 clusters Score -725517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -725525.000000 Penalty: 4316.197754
	Iteration 32Q: 3 clusters Score -725525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -725532.125000 Penalty: 4316.197754
	Iteration 33Q: 3 clusters Score -725532.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -725536.500000 Penalty: 4316.197754
	Iteration 34Q: 3 clusters Score -725536.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -725549.437500 Penalty: 4316.197754
	Iteration 35Q: 3 clusters Score -725549.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -725563.187500 Penalty: 4316.197754
	Iteration 36Q: 3 clusters Score -725563.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -725571.562500 Penalty: 4316.197754
	Iteration 37Q: 3 clusters Score -725571.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -725580.687500 Penalty: 4316.197754
	Iteration 38Q: 3 clusters Score -725580.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -725589.312500 Penalty: 4316.197754
	Iteration 39Q: 3 clusters Score -725589.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -725593.937500 Penalty: 4316.197754
	Iteration 40F: 3 clusters Score -725593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -725596.312500 Penalty: 4316.197754
	Iteration 41Q: 3 clusters Score -725596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -725600.500000 Penalty: 4316.197754
	Iteration 42Q: 3 clusters Score -725600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -725603.875000 Penalty: 4316.197754
	Iteration 43Q: 3 clusters Score -725603.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -725607.000000 Penalty: 4316.197754
	Iteration 44Q: 3 clusters Score -725607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -725607.375000 Penalty: 4316.197754
	Iteration 45Q: 3 clusters Score -725607.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -725609.812500 Penalty: 4316.197754
	Iteration 46Q: 3 clusters Score -725609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -725610.625000 Penalty: 4316.197754
	Iteration 47Q: 3 clusters Score -725610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -725613.250000 Penalty: 4316.197754
	Iteration 48Q: 3 clusters Score -725613.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -725616.500000 Penalty: 4316.197754
	Iteration 49Q: 3 clusters Score -725616.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -725619.062500 Penalty: 4316.197754
	Iteration 50Q: 3 clusters Score -725619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -725621.125000 Penalty: 4316.197754
	Iteration 51Q: 3 clusters Score -725621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -725623.812500 Penalty: 4316.197754
	Iteration 52Q: 3 clusters Score -725623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -725624.625000 Penalty: 4316.197754
	Iteration 53Q: 3 clusters Score -725624.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -725623.937500 Penalty: 4316.197754
	Iteration 54Q: 3 clusters Score -725623.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -725623.937500 Penalty: 4316.197754
	Iteration 55F: 3 clusters Score -725623.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169868 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 4199 members 
Mstep: Class 4 contains 195313 members 
Mstep: Class 5 contains 18427 members 
Mstep: Class 6 contains 4434 members 
Mstep: Class 7 contains 158380 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 13499 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 20802 members 
Mstep: Class 12 contains 76543 members 
Mstep: Class 13 contains 169587 members 
Mstep: Class 14 contains 8837 members 
Mstep: Class 15 contains 96246 members 
Mstep: Class 16 contains 7522 members 
Mstep: Class 17 contains 5996 members 
Mstep: Class 18 contains 17062 members 
Mstep: Class 19 contains 51953 members 
Mstep: Class 20 contains 9912 members 
Mstep: Class 21 contains 6532 members 
Mstep: Class 22 contains 35129 members 
Mstep: Class 23 contains 37549 members 
Mstep: Class 24 contains 5099 members 
Mstep: Class 25 contains 3708 members 
Mstep: Class 26 contains 6015 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 30 clusters Score -1.560313e+08 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169770 members 
Mstep: Class 2 contains 3639 members 
Mstep: Class 3 contains 4680 members 
Mstep: Class 4 contains 195740 members 
Mstep: Class 5 contains 18414 members 
Mstep: Class 6 contains 4516 members 
Mstep: Class 7 contains 158553 members 
Mstep: Class 8 contains 7432 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 20820 members 
Mstep: Class 12 contains 76806 members 
Mstep: Class 13 contains 168924 members 
Mstep: Class 14 contains 8831 members 
Mstep: Class 15 contains 96263 members 
Mstep: Class 16 contains 7571 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 17101 members 
Mstep: Class 19 contains 51979 members 
Mstep: Class 20 contains 9906 members 
Mstep: Class 21 contains 7055 members 
Mstep: Class 22 contains 35098 members 
Mstep: Class 23 contains 37863 members 
Mstep: Class 24 contains 5099 members 
Mstep: Class 25 contains 3752 members 
Mstep: Class 26 contains 6019 members 
Mstep: Class 27 contains 191621 members 
Mstep: Class 28 contains 8529 members 
Mstep: Class 29 contains 9521 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 30 clusters Score -1.560334e+08 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169576 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 4962 members 
Mstep: Class 4 contains 195767 members 
Mstep: Class 5 contains 18370 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 158506 members 
Mstep: Class 8 contains 7257 members 
Mstep: Class 9 contains 13587 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 20822 members 
Mstep: Class 12 contains 77033 members 
Mstep: Class 13 contains 167858 members 
Mstep: Class 14 contains 8828 members 
Mstep: Class 15 contains 96277 members 
Mstep: Class 16 contains 7613 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 16921 members 
Mstep: Class 19 contains 51985 members 
Mstep: Class 20 contains 9870 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 35059 members 
Mstep: Class 23 contains 38109 members 
Mstep: Class 24 contains 5098 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 6028 members 
Mstep: Class 27 contains 192175 members 
Mstep: Class 28 contains 8719 members 
Mstep: Class 29 contains 9611 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 30 clusters Score -1.560342e+08 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169347 members 
Mstep: Class 2 contains 3639 members 
Mstep: Class 3 contains 5273 members 
Mstep: Class 4 contains 195836 members 
Mstep: Class 5 contains 18346 members 
Mstep: Class 6 contains 4452 members 
Mstep: Class 7 contains 158514 members 
Mstep: Class 8 contains 7080 members 
Mstep: Class 9 contains 13629 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 20816 members 
Mstep: Class 12 contains 77291 members 
Mstep: Class 13 contains 166894 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 96300 members 
Mstep: Class 16 contains 7671 members 
Mstep: Class 17 contains 6056 members 
Mstep: Class 18 contains 16787 members 
Mstep: Class 19 contains 51979 members 
Mstep: Class 20 contains 9843 members 
Mstep: Class 21 contains 7297 members 
Mstep: Class 22 contains 35021 members 
Mstep: Class 23 contains 38365 members 
Mstep: Class 24 contains 5100 members 
Mstep: Class 25 contains 3725 members 
Mstep: Class 26 contains 6035 members 
Mstep: Class 27 contains 192601 members 
Mstep: Class 28 contains 8733 members 
Mstep: Class 29 contains 9656 members 
Entering Unmasked Estep 
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Iteration 82Q: 30 clusters Score -1.560345e+08 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169126 members 
Mstep: Class 2 contains 3642 members 
Mstep: Class 3 contains 5550 members 
Mstep: Class 4 contains 195932 members 
Mstep: Class 5 contains 18324 members 
Mstep: Class 6 contains 4443 members 
Mstep: Class 7 contains 158555 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 13670 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20805 members 
Mstep: Class 12 contains 77579 members 
Mstep: Class 13 contains 166005 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 96323 members 
Mstep: Class 16 contains 7713 members 
Mstep: Class 17 contains 6059 members 
Mstep: Class 18 contains 16666 members 
Mstep: Class 19 contains 51984 members 
Mstep: Class 20 contains 9824 members 
Mstep: Class 21 contains 7387 members 
Mstep: Class 22 contains 34996 members 
Mstep: Class 23 contains 38577 members 
Mstep: Class 24 contains 5103 members 
Mstep: Class 25 contains 3722 members 
Mstep: Class 26 contains 6044 members 
Mstep: Class 27 contains 192939 members 
Mstep: Class 28 contains 8719 members 
Mstep: Class 29 contains 9690 members 
Entering Unmasked Estep 
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Iteration 83Q: 30 clusters Score -1.560346e+08 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168944 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 3 contains 5780 members 
Mstep: Class 4 contains 195990 members 
Mstep: Class 5 contains 18290 members 
Mstep: Class 6 contains 4444 members 
Mstep: Class 7 contains 158602 members 
Mstep: Class 8 contains 6741 members 
Mstep: Class 9 contains 13715 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20806 members 
Mstep: Class 12 contains 77863 members 
Mstep: Class 13 contains 165214 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 96348 members 
Mstep: Class 16 contains 7760 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 52001 members 
Mstep: Class 20 contains 9801 members 
Mstep: Class 21 contains 7458 members 
Mstep: Class 22 contains 34965 members 
Mstep: Class 23 contains 38807 members 
Mstep: Class 24 contains 5100 members 
Mstep: Class 25 contains 3718 members 
Mstep: Class 26 contains 6051 members 
Mstep: Class 27 contains 193206 members 
Mstep: Class 28 contains 8689 members 
Mstep: Class 29 contains 9705 members 
Entering Unmasked Estep 
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Iteration 84Q: 30 clusters Score -1.560348e+08 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168759 members 
Mstep: Class 2 contains 3666 members 
Mstep: Class 3 contains 5990 members 
Mstep: Class 4 contains 196165 members 
Mstep: Class 5 contains 18255 members 
Mstep: Class 6 contains 4443 members 
Mstep: Class 7 contains 158630 members 
Mstep: Class 8 contains 6563 members 
Mstep: Class 9 contains 13761 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20808 members 
Mstep: Class 12 contains 78115 members 
Mstep: Class 13 contains 164414 members 
Mstep: Class 14 contains 8810 members 
Mstep: Class 15 contains 96377 members 
Mstep: Class 16 contains 7804 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 16495 members 
Mstep: Class 19 contains 52015 members 
Mstep: Class 20 contains 9782 members 
Mstep: Class 21 contains 7515 members 
Mstep: Class 22 contains 34928 members 
Mstep: Class 23 contains 39045 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 3721 members 
Mstep: Class 26 contains 6059 members 
Mstep: Class 27 contains 193441 members 
Mstep: Class 28 contains 8663 members 
Mstep: Class 29 contains 9725 members 
Entering Unmasked Estep 
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Iteration 85Q: 30 clusters Score -1.560352e+08 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168525 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 6206 members 
Mstep: Class 4 contains 196336 members 
Mstep: Class 5 contains 18215 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 158683 members 
Mstep: Class 8 contains 6401 members 
Mstep: Class 9 contains 13798 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20805 members 
Mstep: Class 12 contains 78408 members 
Mstep: Class 13 contains 163654 members 
Mstep: Class 14 contains 8808 members 
Mstep: Class 15 contains 96390 members 
Mstep: Class 16 contains 7855 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 16385 members 
Mstep: Class 19 contains 52026 members 
Mstep: Class 20 contains 9764 members 
Mstep: Class 21 contains 7567 members 
Mstep: Class 22 contains 34929 members 
Mstep: Class 23 contains 39236 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 3724 members 
Mstep: Class 26 contains 6061 members 
Mstep: Class 27 contains 193690 members 
Mstep: Class 28 contains 8628 members 
Mstep: Class 29 contains 9733 members 
Entering Unmasked Estep 
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Iteration 86Q: 30 clusters Score -1.560353e+08 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168257 members 
Mstep: Class 2 contains 3700 members 
Mstep: Class 3 contains 6418 members 
Mstep: Class 4 contains 196540 members 
Mstep: Class 5 contains 18173 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 158783 members 
Mstep: Class 8 contains 6268 members 
Mstep: Class 9 contains 13840 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20810 members 
Mstep: Class 12 contains 78710 members 
Mstep: Class 13 contains 162936 members 
Mstep: Class 14 contains 8801 members 
Mstep: Class 15 contains 96408 members 
Mstep: Class 16 contains 7898 members 
Mstep: Class 17 contains 6077 members 
Mstep: Class 18 contains 16286 members 
Mstep: Class 19 contains 52037 members 
Mstep: Class 20 contains 9738 members 
Mstep: Class 21 contains 7633 members 
Mstep: Class 22 contains 34916 members 
Mstep: Class 23 contains 39402 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 3721 members 
Mstep: Class 26 contains 6059 members 
Mstep: Class 27 contains 193842 members 
Mstep: Class 28 contains 8586 members 
Mstep: Class 29 contains 9743 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 30 clusters Score -1.560356e+08 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 167996 members 
Mstep: Class 2 contains 3717 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 196729 members 
Mstep: Class 5 contains 18149 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 158847 members 
Mstep: Class 8 contains 6139 members 
Mstep: Class 9 contains 13877 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20811 members 
Mstep: Class 12 contains 79030 members 
Mstep: Class 13 contains 162180 members 
Mstep: Class 14 contains 8795 members 
Mstep: Class 15 contains 96419 members 
Mstep: Class 16 contains 7938 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 16222 members 
Mstep: Class 19 contains 52064 members 
Mstep: Class 20 contains 9726 members 
Mstep: Class 21 contains 7693 members 
Mstep: Class 22 contains 34903 members 
Mstep: Class 23 contains 39585 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 3719 members 
Mstep: Class 26 contains 6062 members 
Mstep: Class 27 contains 194012 members 
Mstep: Class 28 contains 8537 members 
Mstep: Class 29 contains 9754 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 30 clusters Score -1.560353e+08 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 167707 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 6764 members 
Mstep: Class 4 contains 196962 members 
Mstep: Class 5 contains 18131 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 158906 members 
Mstep: Class 8 contains 6020 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20811 members 
Mstep: Class 12 contains 79368 members 
Mstep: Class 13 contains 161442 members 
Mstep: Class 14 contains 8787 members 
Mstep: Class 15 contains 96417 members 
Mstep: Class 16 contains 7974 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 16161 members 
Mstep: Class 19 contains 52092 members 
Mstep: Class 20 contains 9698 members 
Mstep: Class 21 contains 7740 members 
Mstep: Class 22 contains 34885 members 
Mstep: Class 23 contains 39753 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 3717 members 
Mstep: Class 26 contains 6064 members 
Mstep: Class 27 contains 194202 members 
Mstep: Class 28 contains 8493 members 
Mstep: Class 29 contains 9761 members 
Entering Unmasked Estep 
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Score: -156035680.000000 Penalty: 101497.804688
Iteration 89Q: 30 clusters Score -1.560357e+08 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 167393 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 197296 members 
Mstep: Class 5 contains 18109 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 158950 members 
Mstep: Class 8 contains 5892 members 
Mstep: Class 9 contains 13935 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20804 members 
Mstep: Class 12 contains 79713 members 
Mstep: Class 13 contains 160657 members 
Mstep: Class 14 contains 8781 members 
Mstep: Class 15 contains 96418 members 
Mstep: Class 16 contains 8017 members 
Mstep: Class 17 contains 6091 members 
Mstep: Class 18 contains 16103 members 
Mstep: Class 19 contains 52111 members 
Mstep: Class 20 contains 9666 members 
Mstep: Class 21 contains 7783 members 
Mstep: Class 22 contains 34869 members 
Mstep: Class 23 contains 39914 members 
Mstep: Class 24 contains 5098 members 
Mstep: Class 25 contains 3720 members 
Mstep: Class 26 contains 6068 members 
Mstep: Class 27 contains 194437 members 
Mstep: Class 28 contains 8455 members 
Mstep: Class 29 contains 9766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156035536.000000 Penalty: 101497.804688
Iteration 90Q: 30 clusters Score -1.560355e+08 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 167044 members 
Mstep: Class 2 contains 3767 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 197693 members 
Mstep: Class 5 contains 18092 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 158965 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 13966 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20800 members 
Mstep: Class 12 contains 80056 members 
Mstep: Class 13 contains 159935 members 
Mstep: Class 14 contains 8778 members 
Mstep: Class 15 contains 96425 members 
Mstep: Class 16 contains 8066 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 16051 members 
Mstep: Class 19 contains 52129 members 
Mstep: Class 20 contains 9649 members 
Mstep: Class 21 contains 7828 members 
Mstep: Class 22 contains 34853 members 
Mstep: Class 23 contains 40040 members 
Mstep: Class 24 contains 5099 members 
Mstep: Class 25 contains 3732 members 
Mstep: Class 26 contains 6068 members 
Mstep: Class 27 contains 194571 members 
Mstep: Class 28 contains 8424 members 
Mstep: Class 29 contains 9773 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 30 clusters Score -1.560359e+08 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166653 members 
Mstep: Class 2 contains 3784 members 
Mstep: Class 3 contains 7079 members 
Mstep: Class 4 contains 198118 members 
Mstep: Class 5 contains 18059 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 7 contains 159012 members 
Mstep: Class 8 contains 5680 members 
Mstep: Class 9 contains 13999 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20793 members 
Mstep: Class 12 contains 80403 members 
Mstep: Class 13 contains 159274 members 
Mstep: Class 14 contains 8771 members 
Mstep: Class 15 contains 96431 members 
Mstep: Class 16 contains 8114 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 18 contains 15987 members 
Mstep: Class 19 contains 52154 members 
Mstep: Class 20 contains 9633 members 
Mstep: Class 21 contains 7870 members 
Mstep: Class 22 contains 34841 members 
Mstep: Class 23 contains 40148 members 
Mstep: Class 24 contains 5097 members 
Mstep: Class 25 contains 3739 members 
Mstep: Class 26 contains 6068 members 
Mstep: Class 27 contains 194709 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 9776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036592.000000 Penalty: 101497.804688
Iteration 92Q: 30 clusters Score -1.560366e+08 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166230 members 
Mstep: Class 2 contains 3794 members 
Mstep: Class 3 contains 7182 members 
Mstep: Class 4 contains 198564 members 
Mstep: Class 5 contains 18009 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 159106 members 
Mstep: Class 8 contains 5578 members 
Mstep: Class 9 contains 14030 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20793 members 
Mstep: Class 12 contains 80726 members 
Mstep: Class 13 contains 158659 members 
Mstep: Class 14 contains 8764 members 
Mstep: Class 15 contains 96438 members 
Mstep: Class 16 contains 8153 members 
Mstep: Class 17 contains 6110 members 
Mstep: Class 18 contains 15934 members 
Mstep: Class 19 contains 52190 members 
Mstep: Class 20 contains 9615 members 
Mstep: Class 21 contains 7920 members 
Mstep: Class 22 contains 34827 members 
Mstep: Class 23 contains 40240 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 3745 members 
Mstep: Class 26 contains 6067 members 
Mstep: Class 27 contains 194792 members 
Mstep: Class 28 contains 8348 members 
Mstep: Class 29 contains 9776 members 
Entering Unmasked Estep 
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Iteration 93Q: 30 clusters Score -1.560376e+08 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165749 members 
Mstep: Class 2 contains 3809 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 199006 members 
Mstep: Class 5 contains 17970 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 159196 members 
Mstep: Class 8 contains 5486 members 
Mstep: Class 9 contains 14060 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20791 members 
Mstep: Class 12 contains 81110 members 
Mstep: Class 13 contains 158023 members 
Mstep: Class 14 contains 8760 members 
Mstep: Class 15 contains 96453 members 
Mstep: Class 16 contains 8190 members 
Mstep: Class 17 contains 6110 members 
Mstep: Class 18 contains 15891 members 
Mstep: Class 19 contains 52241 members 
Mstep: Class 20 contains 9581 members 
Mstep: Class 21 contains 7980 members 
Mstep: Class 22 contains 34814 members 
Mstep: Class 23 contains 40334 members 
Mstep: Class 24 contains 5095 members 
Mstep: Class 25 contains 3745 members 
Mstep: Class 26 contains 6068 members 
Mstep: Class 27 contains 194860 members 
Mstep: Class 28 contains 8313 members 
Mstep: Class 29 contains 9776 members 
Entering Unmasked Estep 
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Iteration 94Q: 30 clusters Score -1.560383e+08 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165211 members 
Mstep: Class 2 contains 3823 members 
Mstep: Class 3 contains 7389 members 
Mstep: Class 4 contains 199490 members 
Mstep: Class 5 contains 17950 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 159316 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 14086 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20771 members 
Mstep: Class 12 contains 81479 members 
Mstep: Class 13 contains 157342 members 
Mstep: Class 14 contains 8758 members 
Mstep: Class 15 contains 96461 members 
Mstep: Class 16 contains 8237 members 
Mstep: Class 17 contains 6117 members 
Mstep: Class 18 contains 15841 members 
Mstep: Class 19 contains 52299 members 
Mstep: Class 20 contains 9553 members 
Mstep: Class 21 contains 8061 members 
Mstep: Class 22 contains 34825 members 
Mstep: Class 23 contains 40450 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3752 members 
Mstep: Class 26 contains 6068 members 
Mstep: Class 27 contains 194887 members 
Mstep: Class 28 contains 8261 members 
Mstep: Class 29 contains 9778 members 
Entering Unmasked Estep 
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Iteration 95Q: 30 clusters Score -1.560396e+08 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164609 members 
Mstep: Class 2 contains 3835 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 200042 members 
Mstep: Class 5 contains 17950 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 7 contains 159422 members 
Mstep: Class 8 contains 5325 members 
Mstep: Class 9 contains 14109 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20767 members 
Mstep: Class 12 contains 81807 members 
Mstep: Class 13 contains 156679 members 
Mstep: Class 14 contains 8757 members 
Mstep: Class 15 contains 96479 members 
Mstep: Class 16 contains 8286 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 18 contains 15796 members 
Mstep: Class 19 contains 52332 members 
Mstep: Class 20 contains 9524 members 
Mstep: Class 21 contains 8134 members 
Mstep: Class 22 contains 34848 members 
Mstep: Class 23 contains 40578 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3753 members 
Mstep: Class 26 contains 6069 members 
Mstep: Class 27 contains 194917 members 
Mstep: Class 28 contains 8202 members 
Mstep: Class 29 contains 9778 members 
Entering Unmasked Estep 
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Iteration 96Q: 30 clusters Score -1.560407e+08 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163970 members 
Mstep: Class 2 contains 3841 members 
Mstep: Class 3 contains 7556 members 
Mstep: Class 4 contains 200614 members 
Mstep: Class 5 contains 17940 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 159542 members 
Mstep: Class 8 contains 5272 members 
Mstep: Class 9 contains 14126 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20757 members 
Mstep: Class 12 contains 82128 members 
Mstep: Class 13 contains 155933 members 
Mstep: Class 14 contains 8750 members 
Mstep: Class 15 contains 96487 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 15762 members 
Mstep: Class 19 contains 52391 members 
Mstep: Class 20 contains 9503 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 34864 members 
Mstep: Class 23 contains 40716 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3760 members 
Mstep: Class 26 contains 6066 members 
Mstep: Class 27 contains 195040 members 
Mstep: Class 28 contains 8149 members 
Mstep: Class 29 contains 9778 members 
Entering Unmasked Estep 
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Iteration 97Q: 30 clusters Score -1.56041e+08 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163300 members 
Mstep: Class 2 contains 3856 members 
Mstep: Class 3 contains 7626 members 
Mstep: Class 4 contains 201181 members 
Mstep: Class 5 contains 17915 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 159731 members 
Mstep: Class 8 contains 5211 members 
Mstep: Class 9 contains 14136 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20746 members 
Mstep: Class 12 contains 82549 members 
Mstep: Class 13 contains 155111 members 
Mstep: Class 14 contains 8741 members 
Mstep: Class 15 contains 96485 members 
Mstep: Class 16 contains 8376 members 
Mstep: Class 17 contains 6132 members 
Mstep: Class 18 contains 15713 members 
Mstep: Class 19 contains 52422 members 
Mstep: Class 20 contains 9479 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 34910 members 
Mstep: Class 23 contains 40837 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 3763 members 
Mstep: Class 26 contains 6067 members 
Mstep: Class 27 contains 195170 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 9777 members 
Entering Unmasked Estep 
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Iteration 98Q: 30 clusters Score -1.560413e+08 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162572 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 7698 members 
Mstep: Class 4 contains 201773 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 4411 members 
Mstep: Class 7 contains 159899 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 14149 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20740 members 
Mstep: Class 12 contains 82913 members 
Mstep: Class 13 contains 154412 members 
Mstep: Class 14 contains 8734 members 
Mstep: Class 15 contains 96486 members 
Mstep: Class 16 contains 8409 members 
Mstep: Class 17 contains 6136 members 
Mstep: Class 18 contains 15663 members 
Mstep: Class 19 contains 52450 members 
Mstep: Class 20 contains 9454 members 
Mstep: Class 21 contains 8350 members 
Mstep: Class 22 contains 34972 members 
Mstep: Class 23 contains 40924 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 6066 members 
Mstep: Class 27 contains 195279 members 
Mstep: Class 28 contains 8037 members 
Mstep: Class 29 contains 9778 members 
Entering Unmasked Estep 
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Iteration 99Q: 30 clusters Score -1.56042e+08 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161843 members 
Mstep: Class 2 contains 3914 members 
Mstep: Class 3 contains 7774 members 
Mstep: Class 4 contains 202122 members 
Mstep: Class 5 contains 17902 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 159991 members 
Mstep: Class 8 contains 5090 members 
Mstep: Class 9 contains 14172 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20732 members 
Mstep: Class 12 contains 83313 members 
Mstep: Class 13 contains 153848 members 
Mstep: Class 14 contains 8725 members 
Mstep: Class 15 contains 96467 members 
Mstep: Class 16 contains 8451 members 
Mstep: Class 17 contains 6150 members 
Mstep: Class 18 contains 15622 members 
Mstep: Class 19 contains 52495 members 
Mstep: Class 20 contains 9429 members 
Mstep: Class 21 contains 8442 members 
Mstep: Class 22 contains 35016 members 
Mstep: Class 23 contains 41057 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3782 members 
Mstep: Class 26 contains 6066 members 
Mstep: Class 27 contains 195450 members 
Mstep: Class 28 contains 7976 members 
Mstep: Class 29 contains 9777 members 
Entering Unmasked Estep 
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Iteration 100F: 30 clusters Score -1.560435e+08 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161067 members 
Mstep: Class 2 contains 3938 members 
Mstep: Class 3 contains 7848 members 
Mstep: Class 4 contains 202340 members 
Mstep: Class 5 contains 17913 members 
Mstep: Class 6 contains 4408 members 
Mstep: Class 7 contains 160095 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 14187 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20734 members 
Mstep: Class 12 contains 83729 members 
Mstep: Class 13 contains 153393 members 
Mstep: Class 14 contains 8711 members 
Mstep: Class 15 contains 96462 members 
Mstep: Class 16 contains 8511 members 
Mstep: Class 17 contains 6159 members 
Mstep: Class 18 contains 15584 members 
Mstep: Class 19 contains 52544 members 
Mstep: Class 20 contains 9404 members 
Mstep: Class 21 contains 8526 members 
Mstep: Class 22 contains 35062 members 
Mstep: Class 23 contains 41172 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3783 members 
Mstep: Class 26 contains 6068 members 
Mstep: Class 27 contains 195647 members 
Mstep: Class 28 contains 7906 members 
Mstep: Class 29 contains 9780 members 
Entering Unmasked Estep 
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Iteration 101Q: 30 clusters Score -1.56044e+08 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160296 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 7928 members 
Mstep: Class 4 contains 202470 members 
Mstep: Class 5 contains 17928 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 160222 members 
Mstep: Class 8 contains 4999 members 
Mstep: Class 9 contains 14197 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20739 members 
Mstep: Class 12 contains 84130 members 
Mstep: Class 13 contains 153007 members 
Mstep: Class 14 contains 8696 members 
Mstep: Class 15 contains 96457 members 
Mstep: Class 16 contains 8587 members 
Mstep: Class 17 contains 6165 members 
Mstep: Class 18 contains 15538 members 
Mstep: Class 19 contains 52579 members 
Mstep: Class 20 contains 9387 members 
Mstep: Class 21 contains 8642 members 
Mstep: Class 22 contains 35104 members 
Mstep: Class 23 contains 41292 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3785 members 
Mstep: Class 26 contains 6068 members 
Mstep: Class 27 contains 195825 members 
Mstep: Class 28 contains 7831 members 
Mstep: Class 29 contains 9778 members 
Entering Unmasked Estep 
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Iteration 102Q: 30 clusters Score -1.560448e+08 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159515 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 202561 members 
Mstep: Class 5 contains 17923 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 160344 members 
Mstep: Class 8 contains 4959 members 
Mstep: Class 9 contains 14197 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20737 members 
Mstep: Class 12 contains 84569 members 
Mstep: Class 13 contains 152652 members 
Mstep: Class 14 contains 8682 members 
Mstep: Class 15 contains 96464 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 6158 members 
Mstep: Class 18 contains 15497 members 
Mstep: Class 19 contains 52625 members 
Mstep: Class 20 contains 9380 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 35167 members 
Mstep: Class 23 contains 41400 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 3783 members 
Mstep: Class 26 contains 6070 members 
Mstep: Class 27 contains 195986 members 
Mstep: Class 28 contains 7761 members 
Mstep: Class 29 contains 9779 members 
Entering Unmasked Estep 
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Iteration 103Q: 30 clusters Score -1.560451e+08 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158798 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 8114 members 
Mstep: Class 4 contains 202538 members 
Mstep: Class 5 contains 17939 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 7 contains 160432 members 
Mstep: Class 8 contains 4922 members 
Mstep: Class 9 contains 14209 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20728 members 
Mstep: Class 12 contains 85023 members 
Mstep: Class 13 contains 152374 members 
Mstep: Class 14 contains 8665 members 
Mstep: Class 15 contains 96470 members 
Mstep: Class 16 contains 8742 members 
Mstep: Class 17 contains 6150 members 
Mstep: Class 18 contains 15461 members 
Mstep: Class 19 contains 52658 members 
Mstep: Class 20 contains 9369 members 
Mstep: Class 21 contains 8864 members 
Mstep: Class 22 contains 35191 members 
Mstep: Class 23 contains 41496 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 3782 members 
Mstep: Class 26 contains 6071 members 
Mstep: Class 27 contains 196142 members 
Mstep: Class 28 contains 7694 members 
Mstep: Class 29 contains 9783 members 
Entering Unmasked Estep 
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Iteration 104Q: 30 clusters Score -1.560454e+08 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158118 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 8208 members 
Mstep: Class 4 contains 202589 members 
Mstep: Class 5 contains 17952 members 
Mstep: Class 6 contains 4404 members 
Mstep: Class 7 contains 160496 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 14217 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20719 members 
Mstep: Class 12 contains 85455 members 
Mstep: Class 13 contains 152061 members 
Mstep: Class 14 contains 8654 members 
Mstep: Class 15 contains 96481 members 
Mstep: Class 16 contains 8828 members 
Mstep: Class 17 contains 6144 members 
Mstep: Class 18 contains 15409 members 
Mstep: Class 19 contains 52682 members 
Mstep: Class 20 contains 9350 members 
Mstep: Class 21 contains 8986 members 
Mstep: Class 22 contains 35222 members 
Mstep: Class 23 contains 41580 members 
Mstep: Class 24 contains 5095 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 6073 members 
Mstep: Class 27 contains 196272 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 9784 members 
Entering Unmasked Estep 
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Iteration 105Q: 30 clusters Score -1.560461e+08 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157472 members 
Mstep: Class 2 contains 4032 members 
Mstep: Class 3 contains 8291 members 
Mstep: Class 4 contains 202518 members 
Mstep: Class 5 contains 17969 members 
Mstep: Class 6 contains 4404 members 
Mstep: Class 7 contains 160557 members 
Mstep: Class 8 contains 4879 members 
Mstep: Class 9 contains 14226 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20711 members 
Mstep: Class 12 contains 85889 members 
Mstep: Class 13 contains 151768 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 96495 members 
Mstep: Class 16 contains 8916 members 
Mstep: Class 17 contains 6144 members 
Mstep: Class 18 contains 15354 members 
Mstep: Class 19 contains 52705 members 
Mstep: Class 20 contains 9338 members 
Mstep: Class 21 contains 9115 members 
Mstep: Class 22 contains 35262 members 
Mstep: Class 23 contains 41666 members 
Mstep: Class 24 contains 5095 members 
Mstep: Class 25 contains 3788 members 
Mstep: Class 26 contains 6075 members 
Mstep: Class 27 contains 196437 members 
Mstep: Class 28 contains 7572 members 
Mstep: Class 29 contains 9784 members 
Entering Unmasked Estep 
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Iteration 106Q: 30 clusters Score -1.560468e+08 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156863 members 
Mstep: Class 2 contains 4041 members 
Mstep: Class 3 contains 8368 members 
Mstep: Class 4 contains 202427 members 
Mstep: Class 5 contains 17978 members 
Mstep: Class 6 contains 4404 members 
Mstep: Class 7 contains 160594 members 
Mstep: Class 8 contains 4877 members 
Mstep: Class 9 contains 14224 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20707 members 
Mstep: Class 12 contains 86370 members 
Mstep: Class 13 contains 151529 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 96514 members 
Mstep: Class 16 contains 9001 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 15319 members 
Mstep: Class 19 contains 52722 members 
Mstep: Class 20 contains 9319 members 
Mstep: Class 21 contains 9234 members 
Mstep: Class 22 contains 35292 members 
Mstep: Class 23 contains 41741 members 
Mstep: Class 24 contains 5095 members 
Mstep: Class 25 contains 3797 members 
Mstep: Class 26 contains 6078 members 
Mstep: Class 27 contains 196564 members 
Mstep: Class 28 contains 7506 members 
Mstep: Class 29 contains 9786 members 
Entering Unmasked Estep 
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Iteration 107Q: 30 clusters Score -1.560466e+08 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 156298 members 
Mstep: Class 2 contains 4051 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 202315 members 
Mstep: Class 5 contains 17978 members 
Mstep: Class 6 contains 4403 members 
Mstep: Class 7 contains 160615 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 14216 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20710 members 
Mstep: Class 12 contains 86850 members 
Mstep: Class 13 contains 151307 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 96527 members 
Mstep: Class 16 contains 9092 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 15286 members 
Mstep: Class 19 contains 52742 members 
Mstep: Class 20 contains 9305 members 
Mstep: Class 21 contains 9353 members 
Mstep: Class 22 contains 35319 members 
Mstep: Class 23 contains 41804 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3802 members 
Mstep: Class 26 contains 6081 members 
Mstep: Class 27 contains 196675 members 
Mstep: Class 28 contains 7441 members 
Mstep: Class 29 contains 9791 members 
Entering Unmasked Estep 
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Iteration 108Q: 30 clusters Score -1.56047e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155783 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 8518 members 
Mstep: Class 4 contains 202124 members 
Mstep: Class 5 contains 18004 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 7 contains 160655 members 
Mstep: Class 8 contains 4880 members 
Mstep: Class 9 contains 14212 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20714 members 
Mstep: Class 12 contains 87318 members 
Mstep: Class 13 contains 151062 members 
Mstep: Class 14 contains 8616 members 
Mstep: Class 15 contains 96541 members 
Mstep: Class 16 contains 9200 members 
Mstep: Class 17 contains 6110 members 
Mstep: Class 18 contains 15237 members 
Mstep: Class 19 contains 52760 members 
Mstep: Class 20 contains 9302 members 
Mstep: Class 21 contains 9489 members 
Mstep: Class 22 contains 35347 members 
Mstep: Class 23 contains 41853 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3799 members 
Mstep: Class 26 contains 6081 members 
Mstep: Class 27 contains 196777 members 
Mstep: Class 28 contains 7369 members 
Mstep: Class 29 contains 9792 members 
Entering Unmasked Estep 
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Iteration 109Q: 30 clusters Score -1.560475e+08 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 155360 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 8600 members 
Mstep: Class 4 contains 201905 members 
Mstep: Class 5 contains 18015 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 7 contains 160665 members 
Mstep: Class 8 contains 4875 members 
Mstep: Class 9 contains 14214 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20713 members 
Mstep: Class 12 contains 87781 members 
Mstep: Class 13 contains 150845 members 
Mstep: Class 14 contains 8612 members 
Mstep: Class 15 contains 96544 members 
Mstep: Class 16 contains 9290 members 
Mstep: Class 17 contains 6096 members 
Mstep: Class 18 contains 15195 members 
Mstep: Class 19 contains 52762 members 
Mstep: Class 20 contains 9297 members 
Mstep: Class 21 contains 9653 members 
Mstep: Class 22 contains 35380 members 
Mstep: Class 23 contains 41884 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3806 members 
Mstep: Class 26 contains 6083 members 
Mstep: Class 27 contains 196867 members 
Mstep: Class 28 contains 7294 members 
Mstep: Class 29 contains 9795 members 
Entering Unmasked Estep 
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Iteration 110Q: 30 clusters Score -1.560483e+08 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154951 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 8685 members 
Mstep: Class 4 contains 201660 members 
Mstep: Class 5 contains 18023 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 7 contains 160661 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 14218 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20716 members 
Mstep: Class 12 contains 88264 members 
Mstep: Class 13 contains 150629 members 
Mstep: Class 14 contains 8608 members 
Mstep: Class 15 contains 96546 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 15159 members 
Mstep: Class 19 contains 52772 members 
Mstep: Class 20 contains 9292 members 
Mstep: Class 21 contains 9802 members 
Mstep: Class 22 contains 35410 members 
Mstep: Class 23 contains 41919 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3807 members 
Mstep: Class 26 contains 6084 members 
Mstep: Class 27 contains 196980 members 
Mstep: Class 28 contains 7221 members 
Mstep: Class 29 contains 9799 members 
Entering Unmasked Estep 
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Iteration 111Q: 30 clusters Score -1.560487e+08 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154537 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 8766 members 
Mstep: Class 4 contains 201432 members 
Mstep: Class 5 contains 18018 members 
Mstep: Class 6 contains 4402 members 
Mstep: Class 7 contains 160685 members 
Mstep: Class 8 contains 4833 members 
Mstep: Class 9 contains 14212 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20713 members 
Mstep: Class 12 contains 88731 members 
Mstep: Class 13 contains 150465 members 
Mstep: Class 14 contains 8605 members 
Mstep: Class 15 contains 96552 members 
Mstep: Class 16 contains 9444 members 
Mstep: Class 17 contains 6071 members 
Mstep: Class 18 contains 15116 members 
Mstep: Class 19 contains 52771 members 
Mstep: Class 20 contains 9282 members 
Mstep: Class 21 contains 9950 members 
Mstep: Class 22 contains 35440 members 
Mstep: Class 23 contains 41948 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3812 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 197081 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 9799 members 
Entering Unmasked Estep 
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Iteration 112Q: 30 clusters Score -1.560487e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 154190 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 201199 members 
Mstep: Class 5 contains 18022 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 160676 members 
Mstep: Class 8 contains 4802 members 
Mstep: Class 9 contains 14217 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20717 members 
Mstep: Class 12 contains 89168 members 
Mstep: Class 13 contains 150282 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 96571 members 
Mstep: Class 16 contains 9533 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 18 contains 15078 members 
Mstep: Class 19 contains 52757 members 
Mstep: Class 20 contains 9273 members 
Mstep: Class 21 contains 10073 members 
Mstep: Class 22 contains 35471 members 
Mstep: Class 23 contains 41988 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3811 members 
Mstep: Class 26 contains 6084 members 
Mstep: Class 27 contains 197150 members 
Mstep: Class 28 contains 7097 members 
Mstep: Class 29 contains 9799 members 
Entering Unmasked Estep 
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Iteration 113Q: 30 clusters Score -1.560488e+08 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153860 members 
Mstep: Class 2 contains 4149 members 
Mstep: Class 3 contains 8940 members 
Mstep: Class 4 contains 201003 members 
Mstep: Class 5 contains 18029 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 160662 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 14223 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 89574 members 
Mstep: Class 13 contains 150118 members 
Mstep: Class 14 contains 8604 members 
Mstep: Class 15 contains 96573 members 
Mstep: Class 16 contains 9629 members 
Mstep: Class 17 contains 6071 members 
Mstep: Class 18 contains 15041 members 
Mstep: Class 19 contains 52743 members 
Mstep: Class 20 contains 9264 members 
Mstep: Class 21 contains 10175 members 
Mstep: Class 22 contains 35501 members 
Mstep: Class 23 contains 42006 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3813 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 197184 members 
Mstep: Class 28 contains 7062 members 
Mstep: Class 29 contains 9804 members 
Entering Unmasked Estep 
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Iteration 114Q: 30 clusters Score -1.560487e+08 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153532 members 
Mstep: Class 2 contains 4166 members 
Mstep: Class 3 contains 9031 members 
Mstep: Class 4 contains 200729 members 
Mstep: Class 5 contains 18022 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 160680 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 14230 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 90030 members 
Mstep: Class 13 contains 149971 members 
Mstep: Class 14 contains 8605 members 
Mstep: Class 15 contains 96573 members 
Mstep: Class 16 contains 9732 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 15006 members 
Mstep: Class 19 contains 52742 members 
Mstep: Class 20 contains 9256 members 
Mstep: Class 21 contains 10260 members 
Mstep: Class 22 contains 35520 members 
Mstep: Class 23 contains 42018 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3811 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 197212 members 
Mstep: Class 28 contains 7033 members 
Mstep: Class 29 contains 9803 members 
Entering Unmasked Estep 
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Iteration 115Q: 30 clusters Score -1.560493e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153244 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 9103 members 
Mstep: Class 4 contains 200422 members 
Mstep: Class 5 contains 18029 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 160663 members 
Mstep: Class 8 contains 4746 members 
Mstep: Class 9 contains 14240 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20715 members 
Mstep: Class 12 contains 90507 members 
Mstep: Class 13 contains 149858 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 96578 members 
Mstep: Class 16 contains 9833 members 
Mstep: Class 17 contains 6074 members 
Mstep: Class 18 contains 14966 members 
Mstep: Class 19 contains 52751 members 
Mstep: Class 20 contains 9235 members 
Mstep: Class 21 contains 10337 members 
Mstep: Class 22 contains 35520 members 
Mstep: Class 23 contains 42035 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3810 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 197269 members 
Mstep: Class 28 contains 7005 members 
Mstep: Class 29 contains 9804 members 
Entering Unmasked Estep 
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Iteration 116Q: 30 clusters Score -1.560492e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152976 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 9173 members 
Mstep: Class 4 contains 200112 members 
Mstep: Class 5 contains 18033 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 160665 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 14255 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20717 members 
Mstep: Class 12 contains 90977 members 
Mstep: Class 13 contains 149692 members 
Mstep: Class 14 contains 8604 members 
Mstep: Class 15 contains 96582 members 
Mstep: Class 16 contains 9936 members 
Mstep: Class 17 contains 6065 members 
Mstep: Class 18 contains 14944 members 
Mstep: Class 19 contains 52752 members 
Mstep: Class 20 contains 9217 members 
Mstep: Class 21 contains 10407 members 
Mstep: Class 22 contains 35531 members 
Mstep: Class 23 contains 42056 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3816 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 197317 members 
Mstep: Class 28 contains 6983 members 
Mstep: Class 29 contains 9805 members 
Entering Unmasked Estep 
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Iteration 117Q: 30 clusters Score -1.560496e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152762 members 
Mstep: Class 2 contains 4208 members 
Mstep: Class 3 contains 9225 members 
Mstep: Class 4 contains 199807 members 
Mstep: Class 5 contains 18044 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 160633 members 
Mstep: Class 8 contains 4690 members 
Mstep: Class 9 contains 14266 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 91436 members 
Mstep: Class 13 contains 149531 members 
Mstep: Class 14 contains 8602 members 
Mstep: Class 15 contains 96582 members 
Mstep: Class 16 contains 10029 members 
Mstep: Class 17 contains 6056 members 
Mstep: Class 18 contains 14923 members 
Mstep: Class 19 contains 52746 members 
Mstep: Class 20 contains 9208 members 
Mstep: Class 21 contains 10478 members 
Mstep: Class 22 contains 35540 members 
Mstep: Class 23 contains 42074 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3817 members 
Mstep: Class 26 contains 6087 members 
Mstep: Class 27 contains 197382 members 
Mstep: Class 28 contains 6967 members 
Mstep: Class 29 contains 9805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049744.000000 Penalty: 101497.804688
Iteration 118Q: 30 clusters Score -1.560497e+08 nChanged 1875
Entering ConstructFrom: 
Score: -156049744.000000 Penalty: 101497.804688
Entering ConstructFrom: 
Trying to split cluster 1 (152594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152594 members 
Entering Unmasked Estep 
Score: -18231728.000000 Penalty: 2960.012939
	Iteration 0F: 2 clusters Score -1.823173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -18130682.000000 Penalty: 5920.025879
	Iteration 0F: 3 clusters Score -1.813068e+07 nChanged 73120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -18173810.000000 Penalty: 5920.025879
	Iteration 1F: 3 clusters Score -1.817381e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -18176536.000000 Penalty: 5920.025879
	Iteration 2Q: 3 clusters Score -1.817654e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 92316 members 
Entering Unmasked Estep 
Score: -18181704.000000 Penalty: 5920.025879
	Iteration 3F: 3 clusters Score -1.81817e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 101596 members 
Entering Unmasked Estep 
Score: -18190786.000000 Penalty: 5920.025879
	Iteration 4F: 3 clusters Score -1.819079e+07 nChanged 14084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 113004 members 
Entering Unmasked Estep 
Score: -18202802.000000 Penalty: 5920.025879
	Iteration 5F: 3 clusters Score -1.82028e+07 nChanged 12406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 123544 members 
Entering Unmasked Estep 
Score: -18214476.000000 Penalty: 5920.025879
	Iteration 6F: 3 clusters Score -1.821448e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 130843 members 
Entering Unmasked Estep 
Score: -18223216.000000 Penalty: 5920.025879
	Iteration 7F: 3 clusters Score -1.822322e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 134493 members 
Entering Unmasked Estep 
Score: -18227700.000000 Penalty: 5920.025879
	Iteration 8Q: 3 clusters Score -1.82277e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 136332 members 
Entering Unmasked Estep 
Score: -18229216.000000 Penalty: 5920.025879
	Iteration 9Q: 3 clusters Score -1.822922e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 137671 members 
Entering Unmasked Estep 
Score: -18229822.000000 Penalty: 5920.025879
	Iteration 10Q: 3 clusters Score -1.822982e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 138774 members 
Entering Unmasked Estep 
Score: -18230236.000000 Penalty: 5920.025879
	Iteration 11Q: 3 clusters Score -1.823024e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 139732 members 
Entering Unmasked Estep 
Score: -18230594.000000 Penalty: 5920.025879
	Iteration 12Q: 3 clusters Score -1.823059e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 140637 members 
Entering Unmasked Estep 
Score: -18230918.000000 Penalty: 5920.025879
	Iteration 13Q: 3 clusters Score -1.823092e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 141476 members 
Entering Unmasked Estep 
Score: -18231136.000000 Penalty: 5920.025879
	Iteration 14Q: 3 clusters Score -1.823114e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 142189 members 
Entering Unmasked Estep 
Score: -18231268.000000 Penalty: 5920.025879
	Iteration 15Q: 3 clusters Score -1.823127e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 142789 members 
Entering Unmasked Estep 
Score: -18231366.000000 Penalty: 5920.025879
	Iteration 16Q: 3 clusters Score -1.823137e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 143329 members 
Entering Unmasked Estep 
Score: -18231372.000000 Penalty: 5920.025879
	Iteration 17Q: 3 clusters Score -1.823137e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 143798 members 
Entering Unmasked Estep 
Score: -18231400.000000 Penalty: 5920.025879
	Iteration 18Q: 3 clusters Score -1.82314e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 144247 members 
Entering Unmasked Estep 
Score: -18231486.000000 Penalty: 5920.025879
	Iteration 19Q: 3 clusters Score -1.823149e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 144656 members 
Entering Unmasked Estep 
Score: -18231576.000000 Penalty: 5920.025879
	Iteration 20F: 3 clusters Score -1.823158e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 145016 members 
Entering Unmasked Estep 
Score: -18231674.000000 Penalty: 5920.025879
	Iteration 21Q: 3 clusters Score -1.823167e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 145342 members 
Entering Unmasked Estep 
Score: -18231760.000000 Penalty: 5920.025879
	Iteration 22Q: 3 clusters Score -1.823176e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 145621 members 
Entering Unmasked Estep 
Score: -18231790.000000 Penalty: 5920.025879
	Iteration 23Q: 3 clusters Score -1.823179e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 145892 members 
Entering Unmasked Estep 
Score: -18231860.000000 Penalty: 5920.025879
	Iteration 24Q: 3 clusters Score -1.823186e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 146131 members 
Entering Unmasked Estep 
Score: -18231880.000000 Penalty: 5920.025879
	Iteration 25Q: 3 clusters Score -1.823188e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 146344 members 
Entering Unmasked Estep 
Score: -18231882.000000 Penalty: 5920.025879
	Iteration 26Q: 3 clusters Score -1.823188e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 146532 members 
Entering Unmasked Estep 
Score: -18231882.000000 Penalty: 5920.025879
	Iteration 27Q: 3 clusters Score -1.823188e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 146702 members 
Entering Unmasked Estep 
Score: -18231944.000000 Penalty: 5920.025879
	Iteration 28Q: 3 clusters Score -1.823194e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 146845 members 
Entering Unmasked Estep 
Score: -18231960.000000 Penalty: 5920.025879
	Iteration 29Q: 3 clusters Score -1.823196e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 146967 members 
Entering Unmasked Estep 
Score: -18231964.000000 Penalty: 5920.025879
	Iteration 30Q: 3 clusters Score -1.823196e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 147065 members 
Entering Unmasked Estep 
Score: -18231948.000000 Penalty: 5920.025879
	Iteration 31Q: 3 clusters Score -1.823195e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 147160 members 
Entering Unmasked Estep 
Score: -18231920.000000 Penalty: 5920.025879
	Iteration 32Q: 3 clusters Score -1.823192e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 147233 members 
Entering Unmasked Estep 
Score: -18231928.000000 Penalty: 5920.025879
	Iteration 33Q: 3 clusters Score -1.823193e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 147290 members 
Entering Unmasked Estep 
Score: -18231962.000000 Penalty: 5920.025879
	Iteration 34Q: 3 clusters Score -1.823196e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 147343 members 
Entering Unmasked Estep 
Score: -18231952.000000 Penalty: 5920.025879
	Iteration 35Q: 3 clusters Score -1.823195e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 147403 members 
Entering Unmasked Estep 
Score: -18231962.000000 Penalty: 5920.025879
	Iteration 36Q: 3 clusters Score -1.823196e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 147448 members 
Entering Unmasked Estep 
Score: -18231940.000000 Penalty: 5920.025879
	Iteration 37Q: 3 clusters Score -1.823194e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 147495 members 
Entering Unmasked Estep 
Score: -18231950.000000 Penalty: 5920.025879
	Iteration 38Q: 3 clusters Score -1.823195e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 147532 members 
Entering Unmasked Estep 
Score: -18231914.000000 Penalty: 5920.025879
	Iteration 39Q: 3 clusters Score -1.823191e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 147568 members 
Entering Unmasked Estep 
Score: -18231928.000000 Penalty: 5920.025879
	Iteration 40F: 3 clusters Score -1.823193e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 147605 members 
Entering Unmasked Estep 
Score: -18231916.000000 Penalty: 5920.025879
	Iteration 41Q: 3 clusters Score -1.823192e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 147642 members 
Entering Unmasked Estep 
Score: -18231896.000000 Penalty: 5920.025879
	Iteration 42Q: 3 clusters Score -1.82319e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 147685 members 
Entering Unmasked Estep 
Score: -18231890.000000 Penalty: 5920.025879
	Iteration 43Q: 3 clusters Score -1.823189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 147711 members 
Entering Unmasked Estep 
Score: -18231910.000000 Penalty: 5920.025879
	Iteration 44Q: 3 clusters Score -1.823191e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 147747 members 
Entering Unmasked Estep 
Score: -18231920.000000 Penalty: 5920.025879
	Iteration 45Q: 3 clusters Score -1.823192e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 147781 members 
Entering Unmasked Estep 
Score: -18231926.000000 Penalty: 5920.025879
	Iteration 46Q: 3 clusters Score -1.823193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -18231912.000000 Penalty: 5920.025879
	Iteration 47Q: 3 clusters Score -1.823191e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 147849 members 
Entering Unmasked Estep 
Score: -18231922.000000 Penalty: 5920.025879
	Iteration 48Q: 3 clusters Score -1.823192e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 147879 members 
Entering Unmasked Estep 
Score: -18231908.000000 Penalty: 5920.025879
	Iteration 49Q: 3 clusters Score -1.823191e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 147914 members 
Entering Unmasked Estep 
Score: -18231914.000000 Penalty: 5920.025879
	Iteration 50Q: 3 clusters Score -1.823191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 147937 members 
Entering Unmasked Estep 
Score: -18231884.000000 Penalty: 5920.025879
	Iteration 51Q: 3 clusters Score -1.823188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 147951 members 
Entering Unmasked Estep 
Score: -18231898.000000 Penalty: 5920.025879
	Iteration 52Q: 3 clusters Score -1.82319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 147966 members 
Entering Unmasked Estep 
Score: -18231882.000000 Penalty: 5920.025879
	Iteration 53Q: 3 clusters Score -1.823188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 147972 members 
Entering Unmasked Estep 
Score: -18231878.000000 Penalty: 5920.025879
	Iteration 54Q: 3 clusters Score -1.823188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 147979 members 
Entering Unmasked Estep 
Score: -18231888.000000 Penalty: 5920.025879
	Iteration 55Q: 3 clusters Score -1.823189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 147984 members 
Entering Unmasked Estep 
Score: -18231882.000000 Penalty: 5920.025879
	Iteration 56Q: 3 clusters Score -1.823188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 147988 members 
Entering Unmasked Estep 
Score: -18231874.000000 Penalty: 5920.025879
	Iteration 57Q: 3 clusters Score -1.823187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 147991 members 
Entering Unmasked Estep 
Score: -18231878.000000 Penalty: 5920.025879
	Iteration 58Q: 3 clusters Score -1.823188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 148000 members 
Entering Unmasked Estep 
Score: -18231890.000000 Penalty: 5920.025879
	Iteration 59Q: 3 clusters Score -1.823189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 148005 members 
Entering Unmasked Estep 
Score: -18231898.000000 Penalty: 5920.025879
	Iteration 60F: 3 clusters Score -1.82319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 148008 members 
Entering Unmasked Estep 
Score: -18231904.000000 Penalty: 5920.025879
	Iteration 61Q: 3 clusters Score -1.82319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 148011 members 
Entering Unmasked Estep 
Score: -18231898.000000 Penalty: 5920.025879
	Iteration 62Q: 3 clusters Score -1.82319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 148014 members 
Entering Unmasked Estep 
Score: -18231900.000000 Penalty: 5920.025879
	Iteration 63Q: 3 clusters Score -1.82319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 148017 members 
Entering Unmasked Estep 
Score: -18231928.000000 Penalty: 5920.025879
	Iteration 64Q: 3 clusters Score -1.823193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 148019 members 
Entering Unmasked Estep 
Score: -18231920.000000 Penalty: 5920.025879
	Iteration 65Q: 3 clusters Score -1.823192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 148020 members 
Entering Unmasked Estep 
Score: -18231910.000000 Penalty: 5920.025879
	Iteration 66Q: 3 clusters Score -1.823191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 148020 members 
Entering Unmasked Estep 
Score: -18231910.000000 Penalty: 5920.025879
	Iteration 67F: 3 clusters Score -1.823191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 9269 members 
Mstep: Class 4 contains 199509 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 160607 members 
Mstep: Class 8 contains 4666 members 
Mstep: Class 9 contains 14275 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20717 members 
Mstep: Class 12 contains 91873 members 
Mstep: Class 13 contains 149377 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 96591 members 
Mstep: Class 16 contains 10117 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 14898 members 
Mstep: Class 19 contains 52729 members 
Mstep: Class 20 contains 9196 members 
Mstep: Class 21 contains 10537 members 
Mstep: Class 22 contains 35551 members 
Mstep: Class 23 contains 42094 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3824 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 197414 members 
Mstep: Class 28 contains 6955 members 
Mstep: Class 29 contains 9805 members 
Mstep: Class 30 contains 148020 members 
Entering Unmasked Estep 
Score: -156049712.000000 Penalty: 104997.734375
Splitting cluster 1 changes total score from -156049744.000000 to -156049712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Entering Unmasked Estep 
Score: -495846.218750 Penalty: 2070.554932
	Iteration 0F: 2 clusters Score -495846.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -491791.500000 Penalty: 4141.109863
	Iteration 0F: 3 clusters Score -491791.5 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -492726.437500 Penalty: 4141.109863
	Iteration 1F: 3 clusters Score -492726.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -492913.625000 Penalty: 4141.109863
	Iteration 2F: 3 clusters Score -492913.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -493029.250000 Penalty: 4141.109863
	Iteration 3Q: 3 clusters Score -493029.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -493121.968750 Penalty: 4141.109863
	Iteration 4Q: 3 clusters Score -493122 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -493194.343750 Penalty: 4141.109863
	Iteration 5Q: 3 clusters Score -493194.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -493241.093750 Penalty: 4141.109863
	Iteration 6Q: 3 clusters Score -493241.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -493281.531250 Penalty: 4141.109863
	Iteration 7Q: 3 clusters Score -493281.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -493318.468750 Penalty: 4141.109863
	Iteration 8Q: 3 clusters Score -493318.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -493342.500000 Penalty: 4141.109863
	Iteration 9Q: 3 clusters Score -493342.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -493364.062500 Penalty: 4141.109863
	Iteration 10Q: 3 clusters Score -493364.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -493382.250000 Penalty: 4141.109863
	Iteration 11Q: 3 clusters Score -493382.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -493399.500000 Penalty: 4141.109863
	Iteration 12Q: 3 clusters Score -493399.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -493416.562500 Penalty: 4141.109863
	Iteration 13Q: 3 clusters Score -493416.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -493429.468750 Penalty: 4141.109863
	Iteration 14Q: 3 clusters Score -493429.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -493439.562500 Penalty: 4141.109863
	Iteration 15Q: 3 clusters Score -493439.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -493448.218750 Penalty: 4141.109863
	Iteration 16Q: 3 clusters Score -493448.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -493456.781250 Penalty: 4141.109863
	Iteration 17Q: 3 clusters Score -493456.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -493462.500000 Penalty: 4141.109863
	Iteration 18Q: 3 clusters Score -493462.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -493466.750000 Penalty: 4141.109863
	Iteration 19Q: 3 clusters Score -493466.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -493471.687500 Penalty: 4141.109863
	Iteration 20F: 3 clusters Score -493471.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -493474.687500 Penalty: 4141.109863
	Iteration 21Q: 3 clusters Score -493474.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -493479.562500 Penalty: 4141.109863
	Iteration 22Q: 3 clusters Score -493479.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -493483.843750 Penalty: 4141.109863
	Iteration 23Q: 3 clusters Score -493483.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -493489.562500 Penalty: 4141.109863
	Iteration 24Q: 3 clusters Score -493489.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -493495.593750 Penalty: 4141.109863
	Iteration 25Q: 3 clusters Score -493495.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -493498.968750 Penalty: 4141.109863
	Iteration 26Q: 3 clusters Score -493499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -493500.750000 Penalty: 4141.109863
	Iteration 27Q: 3 clusters Score -493500.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -493502.406250 Penalty: 4141.109863
	Iteration 28Q: 3 clusters Score -493502.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -493503.437500 Penalty: 4141.109863
	Iteration 29Q: 3 clusters Score -493503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -493504.218750 Penalty: 4141.109863
	Iteration 30Q: 3 clusters Score -493504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -493505.531250 Penalty: 4141.109863
	Iteration 31Q: 3 clusters Score -493505.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -493508.000000 Penalty: 4141.109863
	Iteration 32Q: 3 clusters Score -493508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -493508.781250 Penalty: 4141.109863
	Iteration 33Q: 3 clusters Score -493508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -493509.406250 Penalty: 4141.109863
	Iteration 34Q: 3 clusters Score -493509.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -493510.468750 Penalty: 4141.109863
	Iteration 35Q: 3 clusters Score -493510.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -493512.906250 Penalty: 4141.109863
	Iteration 36Q: 3 clusters Score -493512.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -493513.000000 Penalty: 4141.109863
	Iteration 37Q: 3 clusters Score -493513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -493516.000000 Penalty: 4141.109863
	Iteration 38Q: 3 clusters Score -493516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -493519.281250 Penalty: 4141.109863
	Iteration 39Q: 3 clusters Score -493519.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -493522.375000 Penalty: 4141.109863
	Iteration 40F: 3 clusters Score -493522.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -493524.562500 Penalty: 4141.109863
	Iteration 41Q: 3 clusters Score -493524.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -493527.250000 Penalty: 4141.109863
	Iteration 42Q: 3 clusters Score -493527.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -493529.625000 Penalty: 4141.109863
	Iteration 43Q: 3 clusters Score -493529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -493533.062500 Penalty: 4141.109863
	Iteration 44Q: 3 clusters Score -493533.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -493536.625000 Penalty: 4141.109863
	Iteration 45Q: 3 clusters Score -493536.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -493541.312500 Penalty: 4141.109863
	Iteration 46Q: 3 clusters Score -493541.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -493545.156250 Penalty: 4141.109863
	Iteration 47Q: 3 clusters Score -493545.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -493546.406250 Penalty: 4141.109863
	Iteration 48Q: 3 clusters Score -493546.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -493547.968750 Penalty: 4141.109863
	Iteration 49Q: 3 clusters Score -493548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -493550.375000 Penalty: 4141.109863
	Iteration 50Q: 3 clusters Score -493550.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -493553.156250 Penalty: 4141.109863
	Iteration 51Q: 3 clusters Score -493553.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -493555.562500 Penalty: 4141.109863
	Iteration 52Q: 3 clusters Score -493555.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -493557.625000 Penalty: 4141.109863
	Iteration 53Q: 3 clusters Score -493557.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -493560.312500 Penalty: 4141.109863
	Iteration 54Q: 3 clusters Score -493560.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -493564.031250 Penalty: 4141.109863
	Iteration 55Q: 3 clusters Score -493564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -493566.968750 Penalty: 4141.109863
	Iteration 56Q: 3 clusters Score -493567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -493572.593750 Penalty: 4141.109863
	Iteration 57Q: 3 clusters Score -493572.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -493579.062500 Penalty: 4141.109863
	Iteration 58Q: 3 clusters Score -493579.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -493582.937500 Penalty: 4141.109863
	Iteration 59Q: 3 clusters Score -493582.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -493587.750000 Penalty: 4141.109863
	Iteration 60F: 3 clusters Score -493587.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -493589.562500 Penalty: 4141.109863
	Iteration 61Q: 3 clusters Score -493589.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -493591.531250 Penalty: 4141.109863
	Iteration 62Q: 3 clusters Score -493591.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -493592.062500 Penalty: 4141.109863
	Iteration 63Q: 3 clusters Score -493592.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -493593.812500 Penalty: 4141.109863
	Iteration 64Q: 3 clusters Score -493593.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -493595.937500 Penalty: 4141.109863
	Iteration 65Q: 3 clusters Score -493595.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -493597.531250 Penalty: 4141.109863
	Iteration 66Q: 3 clusters Score -493597.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -493599.250000 Penalty: 4141.109863
	Iteration 67Q: 3 clusters Score -493599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -493600.093750 Penalty: 4141.109863
	Iteration 68Q: 3 clusters Score -493600.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -493600.812500 Penalty: 4141.109863
	Iteration 69Q: 3 clusters Score -493600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -493602.687500 Penalty: 4141.109863
	Iteration 70Q: 3 clusters Score -493602.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -493603.031250 Penalty: 4141.109863
	Iteration 71Q: 3 clusters Score -493603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -493604.625000 Penalty: 4141.109863
	Iteration 72Q: 3 clusters Score -493604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -493607.375000 Penalty: 4141.109863
	Iteration 73Q: 3 clusters Score -493607.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -493609.000000 Penalty: 4141.109863
	Iteration 74Q: 3 clusters Score -493609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -493612.843750 Penalty: 4141.109863
	Iteration 75Q: 3 clusters Score -493612.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -493617.031250 Penalty: 4141.109863
	Iteration 76Q: 3 clusters Score -493617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -493620.593750 Penalty: 4141.109863
	Iteration 77Q: 3 clusters Score -493620.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -493623.968750 Penalty: 4141.109863
	Iteration 78Q: 3 clusters Score -493624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -493629.937500 Penalty: 4141.109863
	Iteration 79Q: 3 clusters Score -493629.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -493634.750000 Penalty: 4141.109863
	Iteration 80F: 3 clusters Score -493634.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -493638.187500 Penalty: 4141.109863
	Iteration 81Q: 3 clusters Score -493638.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -493641.656250 Penalty: 4141.109863
	Iteration 82Q: 3 clusters Score -493641.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -493647.375000 Penalty: 4141.109863
	Iteration 83Q: 3 clusters Score -493647.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -493656.656250 Penalty: 4141.109863
	Iteration 84Q: 3 clusters Score -493656.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -493663.687500 Penalty: 4141.109863
	Iteration 85Q: 3 clusters Score -493663.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -493671.500000 Penalty: 4141.109863
	Iteration 86Q: 3 clusters Score -493671.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -493677.343750 Penalty: 4141.109863
	Iteration 87Q: 3 clusters Score -493677.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -493682.687500 Penalty: 4141.109863
	Iteration 88Q: 3 clusters Score -493682.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -493686.250000 Penalty: 4141.109863
	Iteration 89Q: 3 clusters Score -493686.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -493691.031250 Penalty: 4141.109863
	Iteration 90Q: 3 clusters Score -493691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -493700.218750 Penalty: 4141.109863
	Iteration 91Q: 3 clusters Score -493700.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -493706.781250 Penalty: 4141.109863
	Iteration 92Q: 3 clusters Score -493706.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -493714.531250 Penalty: 4141.109863
	Iteration 93Q: 3 clusters Score -493714.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -493722.187500 Penalty: 4141.109863
	Iteration 94Q: 3 clusters Score -493722.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -493727.093750 Penalty: 4141.109863
	Iteration 95Q: 3 clusters Score -493727.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -493733.500000 Penalty: 4141.109863
	Iteration 96Q: 3 clusters Score -493733.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -493741.625000 Penalty: 4141.109863
	Iteration 97Q: 3 clusters Score -493741.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -493745.937500 Penalty: 4141.109863
	Iteration 98Q: 3 clusters Score -493745.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -493750.593750 Penalty: 4141.109863
	Iteration 99Q: 3 clusters Score -493750.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -493753.718750 Penalty: 4141.109863
	Iteration 100F: 3 clusters Score -493753.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -493757.531250 Penalty: 4141.109863
	Iteration 101Q: 3 clusters Score -493757.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -493760.750000 Penalty: 4141.109863
	Iteration 102Q: 3 clusters Score -493760.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -493766.718750 Penalty: 4141.109863
	Iteration 103Q: 3 clusters Score -493766.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -493773.156250 Penalty: 4141.109863
	Iteration 104Q: 3 clusters Score -493773.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -493782.500000 Penalty: 4141.109863
	Iteration 105Q: 3 clusters Score -493782.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -493791.875000 Penalty: 4141.109863
	Iteration 106Q: 3 clusters Score -493791.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -493798.218750 Penalty: 4141.109863
	Iteration 107Q: 3 clusters Score -493798.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -493805.062500 Penalty: 4141.109863
	Iteration 108Q: 3 clusters Score -493805.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -493810.406250 Penalty: 4141.109863
	Iteration 109Q: 3 clusters Score -493810.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -493818.000000 Penalty: 4141.109863
	Iteration 110Q: 3 clusters Score -493818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -493824.625000 Penalty: 4141.109863
	Iteration 111Q: 3 clusters Score -493824.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -493830.781250 Penalty: 4141.109863
	Iteration 112Q: 3 clusters Score -493830.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -493842.250000 Penalty: 4141.109863
	Iteration 113Q: 3 clusters Score -493842.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -493854.250000 Penalty: 4141.109863
	Iteration 114Q: 3 clusters Score -493854.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -493865.906250 Penalty: 4141.109863
	Iteration 115Q: 3 clusters Score -493865.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -493873.687500 Penalty: 4141.109863
	Iteration 116Q: 3 clusters Score -493873.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -493879.781250 Penalty: 4141.109863
	Iteration 117Q: 3 clusters Score -493879.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -493885.250000 Penalty: 4141.109863
	Iteration 118Q: 3 clusters Score -493885.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -493891.968750 Penalty: 4141.109863
	Iteration 119Q: 3 clusters Score -493892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -493897.625000 Penalty: 4141.109863
	Iteration 120F: 3 clusters Score -493897.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -493899.437500 Penalty: 4141.109863
	Iteration 121Q: 3 clusters Score -493899.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -493901.875000 Penalty: 4141.109863
	Iteration 122Q: 3 clusters Score -493901.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -493906.625000 Penalty: 4141.109863
	Iteration 123Q: 3 clusters Score -493906.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -493909.906250 Penalty: 4141.109863
	Iteration 124Q: 3 clusters Score -493909.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -493914.375000 Penalty: 4141.109863
	Iteration 125Q: 3 clusters Score -493914.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -493919.125000 Penalty: 4141.109863
	Iteration 126Q: 3 clusters Score -493919.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -493925.625000 Penalty: 4141.109863
	Iteration 127Q: 3 clusters Score -493925.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -493928.843750 Penalty: 4141.109863
	Iteration 128Q: 3 clusters Score -493928.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -493931.656250 Penalty: 4141.109863
	Iteration 129Q: 3 clusters Score -493931.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -493935.375000 Penalty: 4141.109863
	Iteration 130Q: 3 clusters Score -493935.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -493939.500000 Penalty: 4141.109863
	Iteration 131Q: 3 clusters Score -493939.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -493943.968750 Penalty: 4141.109863
	Iteration 132Q: 3 clusters Score -493944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -493947.531250 Penalty: 4141.109863
	Iteration 133Q: 3 clusters Score -493947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -493950.500000 Penalty: 4141.109863
	Iteration 134Q: 3 clusters Score -493950.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -493951.968750 Penalty: 4141.109863
	Iteration 135Q: 3 clusters Score -493952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -493953.531250 Penalty: 4141.109863
	Iteration 136Q: 3 clusters Score -493953.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -493955.656250 Penalty: 4141.109863
	Iteration 137Q: 3 clusters Score -493955.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -493958.656250 Penalty: 4141.109863
	Iteration 138Q: 3 clusters Score -493958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -493962.281250 Penalty: 4141.109863
	Iteration 139Q: 3 clusters Score -493962.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -493966.125000 Penalty: 4141.109863
	Iteration 140F: 3 clusters Score -493966.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -493970.468750 Penalty: 4141.109863
	Iteration 141Q: 3 clusters Score -493970.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -493972.718750 Penalty: 4141.109863
	Iteration 142Q: 3 clusters Score -493972.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -493975.000000 Penalty: 4141.109863
	Iteration 143Q: 3 clusters Score -493975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -493977.937500 Penalty: 4141.109863
	Iteration 144Q: 3 clusters Score -493977.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -493981.687500 Penalty: 4141.109863
	Iteration 145Q: 3 clusters Score -493981.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -493982.906250 Penalty: 4141.109863
	Iteration 146Q: 3 clusters Score -493982.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -493983.187500 Penalty: 4141.109863
	Iteration 147Q: 3 clusters Score -493983.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -493982.718750 Penalty: 4141.109863
	Iteration 148Q: 3 clusters Score -493982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -493984.625000 Penalty: 4141.109863
	Iteration 149Q: 3 clusters Score -493984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -493985.500000 Penalty: 4141.109863
	Iteration 150Q: 3 clusters Score -493985.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -493986.906250 Penalty: 4141.109863
	Iteration 151Q: 3 clusters Score -493986.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -493988.781250 Penalty: 4141.109863
	Iteration 152Q: 3 clusters Score -493988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -493992.187500 Penalty: 4141.109863
	Iteration 153Q: 3 clusters Score -493992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -493992.906250 Penalty: 4141.109863
	Iteration 154Q: 3 clusters Score -493992.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -493994.406250 Penalty: 4141.109863
	Iteration 155Q: 3 clusters Score -493994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -493995.250000 Penalty: 4141.109863
	Iteration 156Q: 3 clusters Score -493995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -493996.625000 Penalty: 4141.109863
	Iteration 157Q: 3 clusters Score -493996.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -493999.062500 Penalty: 4141.109863
	Iteration 158Q: 3 clusters Score -493999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -493999.375000 Penalty: 4141.109863
	Iteration 159Q: 3 clusters Score -493999.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -493999.375000 Penalty: 4141.109863
	Iteration 160F: 3 clusters Score -493999.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Entering Unmasked Estep 
Score: -1106100.625000 Penalty: 2265.338867
	Iteration 0F: 2 clusters Score -1106101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1098900.250000 Penalty: 4530.677734
	Iteration 0F: 3 clusters Score -1098900 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1100839.625000 Penalty: 4530.677734
	Iteration 1F: 3 clusters Score -1100840 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1101117.250000 Penalty: 4530.677734
	Iteration 2F: 3 clusters Score -1101117 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1101304.125000 Penalty: 4530.677734
	Iteration 3Q: 3 clusters Score -1101304 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1101457.500000 Penalty: 4530.677734
	Iteration 4Q: 3 clusters Score -1101458 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1101565.375000 Penalty: 4530.677734
	Iteration 5Q: 3 clusters Score -1101565 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1101658.875000 Penalty: 4530.677734
	Iteration 6Q: 3 clusters Score -1101659 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1101758.125000 Penalty: 4530.677734
	Iteration 7Q: 3 clusters Score -1101758 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1101872.125000 Penalty: 4530.677734
	Iteration 8Q: 3 clusters Score -1101872 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1101983.625000 Penalty: 4530.677734
	Iteration 9Q: 3 clusters Score -1101984 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1102099.750000 Penalty: 4530.677734
	Iteration 10Q: 3 clusters Score -1102100 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1102225.750000 Penalty: 4530.677734
	Iteration 11Q: 3 clusters Score -1102226 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1102373.875000 Penalty: 4530.677734
	Iteration 12Q: 3 clusters Score -1102374 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1102530.125000 Penalty: 4530.677734
	Iteration 13Q: 3 clusters Score -1102530 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1102708.875000 Penalty: 4530.677734
	Iteration 14Q: 3 clusters Score -1102709 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1102900.125000 Penalty: 4530.677734
	Iteration 15Q: 3 clusters Score -1102900 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1103073.875000 Penalty: 4530.677734
	Iteration 16Q: 3 clusters Score -1103074 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1103260.750000 Penalty: 4530.677734
	Iteration 17Q: 3 clusters Score -1103261 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1103465.750000 Penalty: 4530.677734
	Iteration 18Q: 3 clusters Score -1103466 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1103633.875000 Penalty: 4530.677734
	Iteration 19Q: 3 clusters Score -1103634 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1103758.250000 Penalty: 4530.677734
	Iteration 20F: 3 clusters Score -1103758 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1103838.125000 Penalty: 4530.677734
	Iteration 21Q: 3 clusters Score -1103838 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1103884.750000 Penalty: 4530.677734
	Iteration 22Q: 3 clusters Score -1103885 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1103920.625000 Penalty: 4530.677734
	Iteration 23Q: 3 clusters Score -1103921 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1103947.125000 Penalty: 4530.677734
	Iteration 24Q: 3 clusters Score -1103947 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1103964.625000 Penalty: 4530.677734
	Iteration 25Q: 3 clusters Score -1103965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1103981.500000 Penalty: 4530.677734
	Iteration 26Q: 3 clusters Score -1103982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1103995.750000 Penalty: 4530.677734
	Iteration 27Q: 3 clusters Score -1103996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1104007.250000 Penalty: 4530.677734
	Iteration 28Q: 3 clusters Score -1104007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1104018.750000 Penalty: 4530.677734
	Iteration 29Q: 3 clusters Score -1104019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1104024.875000 Penalty: 4530.677734
	Iteration 30Q: 3 clusters Score -1104025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1104029.125000 Penalty: 4530.677734
	Iteration 31Q: 3 clusters Score -1104029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1104035.375000 Penalty: 4530.677734
	Iteration 32Q: 3 clusters Score -1104035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1104044.625000 Penalty: 4530.677734
	Iteration 33Q: 3 clusters Score -1104045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1104046.250000 Penalty: 4530.677734
	Iteration 34Q: 3 clusters Score -1104046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1104052.500000 Penalty: 4530.677734
	Iteration 35Q: 3 clusters Score -1104052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1104055.875000 Penalty: 4530.677734
	Iteration 36Q: 3 clusters Score -1104056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1104058.375000 Penalty: 4530.677734
	Iteration 37Q: 3 clusters Score -1104058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1104057.375000 Penalty: 4530.677734
	Iteration 38Q: 3 clusters Score -1104057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1104059.375000 Penalty: 4530.677734
	Iteration 39Q: 3 clusters Score -1104059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1104060.500000 Penalty: 4530.677734
	Iteration 40F: 3 clusters Score -1104060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1104058.375000 Penalty: 4530.677734
	Iteration 41Q: 3 clusters Score -1104058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1104060.250000 Penalty: 4530.677734
	Iteration 42Q: 3 clusters Score -1104060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1104060.250000 Penalty: 4530.677734
	Iteration 43F: 3 clusters Score -1104060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (199509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199509 members 
Entering Unmasked Estep 
Score: -23652898.000000 Penalty: 3026.496338
	Iteration 0F: 2 clusters Score -2.36529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99577 members 
Mstep: Class 2 contains 99932 members 
Entering Unmasked Estep 
Score: -23531046.000000 Penalty: 6052.992676
	Iteration 0F: 3 clusters Score -2.353105e+07 nChanged 95970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 103014 members 
Entering Unmasked Estep 
Score: -23587576.000000 Penalty: 6052.992676
	Iteration 1F: 3 clusters Score -2.358758e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94623 members 
Mstep: Class 2 contains 104886 members 
Entering Unmasked Estep 
Score: -23588818.000000 Penalty: 6052.992676
	Iteration 2Q: 3 clusters Score -2.358882e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 107757 members 
Entering Unmasked Estep 
Score: -23590890.000000 Penalty: 6052.992676
	Iteration 3Q: 3 clusters Score -2.359089e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 112084 members 
Entering Unmasked Estep 
Score: -23593776.000000 Penalty: 6052.992676
	Iteration 4Q: 3 clusters Score -2.359378e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 118394 members 
Entering Unmasked Estep 
Score: -23598242.000000 Penalty: 6052.992676
	Iteration 5Q: 3 clusters Score -2.359824e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 127043 members 
Entering Unmasked Estep 
Score: -23604952.000000 Penalty: 6052.992676
	Iteration 6F: 3 clusters Score -2.360495e+07 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 137833 members 
Entering Unmasked Estep 
Score: -23614554.000000 Penalty: 6052.992676
	Iteration 7F: 3 clusters Score -2.361455e+07 nChanged 14125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 150034 members 
Entering Unmasked Estep 
Score: -23626102.000000 Penalty: 6052.992676
	Iteration 8F: 3 clusters Score -2.36261e+07 nChanged 12623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 161281 members 
Entering Unmasked Estep 
Score: -23635800.000000 Penalty: 6052.992676
	Iteration 9F: 3 clusters Score -2.36358e+07 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 169735 members 
Entering Unmasked Estep 
Score: -23642382.000000 Penalty: 6052.992676
	Iteration 10Q: 3 clusters Score -2.364238e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 175457 members 
Entering Unmasked Estep 
Score: -23645778.000000 Penalty: 6052.992676
	Iteration 11Q: 3 clusters Score -2.364578e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 179444 members 
Entering Unmasked Estep 
Score: -23647656.000000 Penalty: 6052.992676
	Iteration 12Q: 3 clusters Score -2.364766e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 182561 members 
Entering Unmasked Estep 
Score: -23648940.000000 Penalty: 6052.992676
	Iteration 13Q: 3 clusters Score -2.364894e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 185036 members 
Entering Unmasked Estep 
Score: -23649694.000000 Penalty: 6052.992676
	Iteration 14Q: 3 clusters Score -2.364969e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 187020 members 
Entering Unmasked Estep 
Score: -23650354.000000 Penalty: 6052.992676
	Iteration 15Q: 3 clusters Score -2.365035e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 188637 members 
Entering Unmasked Estep 
Score: -23650904.000000 Penalty: 6052.992676
	Iteration 16Q: 3 clusters Score -2.36509e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 189930 members 
Entering Unmasked Estep 
Score: -23651310.000000 Penalty: 6052.992676
	Iteration 17Q: 3 clusters Score -2.365131e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 190989 members 
Entering Unmasked Estep 
Score: -23651664.000000 Penalty: 6052.992676
	Iteration 18Q: 3 clusters Score -2.365166e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 191826 members 
Entering Unmasked Estep 
Score: -23651908.000000 Penalty: 6052.992676
	Iteration 19Q: 3 clusters Score -2.365191e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 192457 members 
Entering Unmasked Estep 
Score: -23652162.000000 Penalty: 6052.992676
	Iteration 20F: 3 clusters Score -2.365216e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 192933 members 
Entering Unmasked Estep 
Score: -23652290.000000 Penalty: 6052.992676
	Iteration 21Q: 3 clusters Score -2.365229e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 193296 members 
Entering Unmasked Estep 
Score: -23652446.000000 Penalty: 6052.992676
	Iteration 22Q: 3 clusters Score -2.365245e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 193619 members 
Entering Unmasked Estep 
Score: -23652460.000000 Penalty: 6052.992676
	Iteration 23Q: 3 clusters Score -2.365246e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 193876 members 
Entering Unmasked Estep 
Score: -23652448.000000 Penalty: 6052.992676
	Iteration 24Q: 3 clusters Score -2.365245e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 194071 members 
Entering Unmasked Estep 
Score: -23652414.000000 Penalty: 6052.992676
	Iteration 25Q: 3 clusters Score -2.365241e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 194216 members 
Entering Unmasked Estep 
Score: -23652390.000000 Penalty: 6052.992676
	Iteration 26Q: 3 clusters Score -2.365239e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 194335 members 
Entering Unmasked Estep 
Score: -23652400.000000 Penalty: 6052.992676
	Iteration 27Q: 3 clusters Score -2.36524e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 194427 members 
Entering Unmasked Estep 
Score: -23652384.000000 Penalty: 6052.992676
	Iteration 28Q: 3 clusters Score -2.365238e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 194517 members 
Entering Unmasked Estep 
Score: -23652424.000000 Penalty: 6052.992676
	Iteration 29Q: 3 clusters Score -2.365242e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 194583 members 
Entering Unmasked Estep 
Score: -23652428.000000 Penalty: 6052.992676
	Iteration 30Q: 3 clusters Score -2.365243e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 194651 members 
Entering Unmasked Estep 
Score: -23652394.000000 Penalty: 6052.992676
	Iteration 31Q: 3 clusters Score -2.365239e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 194705 members 
Entering Unmasked Estep 
Score: -23652400.000000 Penalty: 6052.992676
	Iteration 32Q: 3 clusters Score -2.36524e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 194752 members 
Entering Unmasked Estep 
Score: -23652448.000000 Penalty: 6052.992676
	Iteration 33Q: 3 clusters Score -2.365245e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 194791 members 
Entering Unmasked Estep 
Score: -23652474.000000 Penalty: 6052.992676
	Iteration 34Q: 3 clusters Score -2.365247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 194810 members 
Entering Unmasked Estep 
Score: -23652494.000000 Penalty: 6052.992676
	Iteration 35Q: 3 clusters Score -2.365249e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 194827 members 
Entering Unmasked Estep 
Score: -23652504.000000 Penalty: 6052.992676
	Iteration 36Q: 3 clusters Score -2.36525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 194852 members 
Entering Unmasked Estep 
Score: -23652516.000000 Penalty: 6052.992676
	Iteration 37Q: 3 clusters Score -2.365252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 194868 members 
Entering Unmasked Estep 
Score: -23652504.000000 Penalty: 6052.992676
	Iteration 38Q: 3 clusters Score -2.36525e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 194887 members 
Entering Unmasked Estep 
Score: -23652492.000000 Penalty: 6052.992676
	Iteration 39Q: 3 clusters Score -2.365249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 194901 members 
Entering Unmasked Estep 
Score: -23652476.000000 Penalty: 6052.992676
	Iteration 40F: 3 clusters Score -2.365248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 194915 members 
Entering Unmasked Estep 
Score: -23652472.000000 Penalty: 6052.992676
	Iteration 41Q: 3 clusters Score -2.365247e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 194938 members 
Entering Unmasked Estep 
Score: -23652464.000000 Penalty: 6052.992676
	Iteration 42Q: 3 clusters Score -2.365246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 194953 members 
Entering Unmasked Estep 
Score: -23652452.000000 Penalty: 6052.992676
	Iteration 43Q: 3 clusters Score -2.365245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 194960 members 
Entering Unmasked Estep 
Score: -23652484.000000 Penalty: 6052.992676
	Iteration 44Q: 3 clusters Score -2.365248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 194967 members 
Entering Unmasked Estep 
Score: -23652486.000000 Penalty: 6052.992676
	Iteration 45Q: 3 clusters Score -2.365249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 194973 members 
Entering Unmasked Estep 
Score: -23652490.000000 Penalty: 6052.992676
	Iteration 46Q: 3 clusters Score -2.365249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 194976 members 
Entering Unmasked Estep 
Score: -23652500.000000 Penalty: 6052.992676
	Iteration 47Q: 3 clusters Score -2.36525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 194981 members 
Entering Unmasked Estep 
Score: -23652510.000000 Penalty: 6052.992676
	Iteration 48Q: 3 clusters Score -2.365251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 194988 members 
Entering Unmasked Estep 
Score: -23652534.000000 Penalty: 6052.992676
	Iteration 49Q: 3 clusters Score -2.365253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 194991 members 
Entering Unmasked Estep 
Score: -23652530.000000 Penalty: 6052.992676
	Iteration 50Q: 3 clusters Score -2.365253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 194994 members 
Entering Unmasked Estep 
Score: -23652528.000000 Penalty: 6052.992676
	Iteration 51Q: 3 clusters Score -2.365253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 194994 members 
Entering Unmasked Estep 
Score: -23652510.000000 Penalty: 6052.992676
	Iteration 52Q: 3 clusters Score -2.365251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 194996 members 
Entering Unmasked Estep 
Score: -23652514.000000 Penalty: 6052.992676
	Iteration 53Q: 3 clusters Score -2.365251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 194997 members 
Entering Unmasked Estep 
Score: -23652504.000000 Penalty: 6052.992676
	Iteration 54Q: 3 clusters Score -2.36525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 194998 members 
Entering Unmasked Estep 
Score: -23652514.000000 Penalty: 6052.992676
	Iteration 55Q: 3 clusters Score -2.365251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 194998 members 
Entering Unmasked Estep 
Score: -23652514.000000 Penalty: 6052.992676
	Iteration 56F: 3 clusters Score -2.365251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Entering Unmasked Estep 
Score: -2125278.750000 Penalty: 2430.650879
	Iteration 0F: 2 clusters Score -2125279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2112439.750000 Penalty: 4861.301758
	Iteration 0F: 3 clusters Score -2112440 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2116681.250000 Penalty: 4861.301758
	Iteration 1F: 3 clusters Score -2116681 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2117249.750000 Penalty: 4861.301758
	Iteration 2F: 3 clusters Score -2117250 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2117803.000000 Penalty: 4861.301758
	Iteration 3F: 3 clusters Score -2117803 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2118319.750000 Penalty: 4861.301758
	Iteration 4F: 3 clusters Score -2118320 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2118877.250000 Penalty: 4861.301758
	Iteration 5F: 3 clusters Score -2118877 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2119577.750000 Penalty: 4861.301758
	Iteration 6F: 3 clusters Score -2119578 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2120393.250000 Penalty: 4861.301758
	Iteration 7F: 3 clusters Score -2120393 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2121326.500000 Penalty: 4861.301758
	Iteration 8F: 3 clusters Score -2121326 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2122145.500000 Penalty: 4861.301758
	Iteration 9F: 3 clusters Score -2122146 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2122715.250000 Penalty: 4861.301758
	Iteration 10Q: 3 clusters Score -2122715 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2123039.500000 Penalty: 4861.301758
	Iteration 11Q: 3 clusters Score -2123040 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2123236.500000 Penalty: 4861.301758
	Iteration 12Q: 3 clusters Score -2123236 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2123371.750000 Penalty: 4861.301758
	Iteration 13Q: 3 clusters Score -2123372 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2123460.500000 Penalty: 4861.301758
	Iteration 14Q: 3 clusters Score -2123460 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2123526.500000 Penalty: 4861.301758
	Iteration 15Q: 3 clusters Score -2123526 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2123562.750000 Penalty: 4861.301758
	Iteration 16Q: 3 clusters Score -2123563 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2123592.750000 Penalty: 4861.301758
	Iteration 17Q: 3 clusters Score -2123593 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2123610.250000 Penalty: 4861.301758
	Iteration 18Q: 3 clusters Score -2123610 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2123623.750000 Penalty: 4861.301758
	Iteration 19Q: 3 clusters Score -2123624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2123638.500000 Penalty: 4861.301758
	Iteration 20F: 3 clusters Score -2123638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2123649.500000 Penalty: 4861.301758
	Iteration 21Q: 3 clusters Score -2123650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2123656.750000 Penalty: 4861.301758
	Iteration 22Q: 3 clusters Score -2123657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2123661.250000 Penalty: 4861.301758
	Iteration 23Q: 3 clusters Score -2123661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2123671.250000 Penalty: 4861.301758
	Iteration 24Q: 3 clusters Score -2123671 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2123682.500000 Penalty: 4861.301758
	Iteration 25Q: 3 clusters Score -2123682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2123683.500000 Penalty: 4861.301758
	Iteration 26Q: 3 clusters Score -2123684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2123690.750000 Penalty: 4861.301758
	Iteration 27Q: 3 clusters Score -2123691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2123701.750000 Penalty: 4861.301758
	Iteration 28Q: 3 clusters Score -2123702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2123701.250000 Penalty: 4861.301758
	Iteration 29Q: 3 clusters Score -2123701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2123701.250000 Penalty: 4861.301758
	Iteration 30Q: 3 clusters Score -2123701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2123707.500000 Penalty: 4861.301758
	Iteration 31Q: 3 clusters Score -2123708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2123705.750000 Penalty: 4861.301758
	Iteration 32Q: 3 clusters Score -2123706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2123706.250000 Penalty: 4861.301758
	Iteration 33Q: 3 clusters Score -2123706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2123707.500000 Penalty: 4861.301758
	Iteration 34Q: 3 clusters Score -2123708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2123704.500000 Penalty: 4861.301758
	Iteration 35Q: 3 clusters Score -2123704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2123703.750000 Penalty: 4861.301758
	Iteration 36Q: 3 clusters Score -2123704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2123703.750000 Penalty: 4861.301758
	Iteration 37Q: 3 clusters Score -2123704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2123705.000000 Penalty: 4861.301758
	Iteration 38Q: 3 clusters Score -2123705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2123704.000000 Penalty: 4861.301758
	Iteration 39Q: 3 clusters Score -2123704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2123704.000000 Penalty: 4861.301758
	Iteration 40F: 3 clusters Score -2123704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Entering Unmasked Estep 
Score: -513068.531250 Penalty: 2080.448486
	Iteration 0F: 2 clusters Score -513068.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -508941.375000 Penalty: 4160.896973
	Iteration 0F: 3 clusters Score -508941.4 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -509965.093750 Penalty: 4160.896973
	Iteration 1F: 3 clusters Score -509965.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -510126.812500 Penalty: 4160.896973
	Iteration 2F: 3 clusters Score -510126.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -510242.937500 Penalty: 4160.896973
	Iteration 3Q: 3 clusters Score -510242.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -510321.750000 Penalty: 4160.896973
	Iteration 4Q: 3 clusters Score -510321.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -510373.031250 Penalty: 4160.896973
	Iteration 5Q: 3 clusters Score -510373 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -510404.062500 Penalty: 4160.896973
	Iteration 6Q: 3 clusters Score -510404.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -510428.656250 Penalty: 4160.896973
	Iteration 7Q: 3 clusters Score -510428.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -510441.500000 Penalty: 4160.896973
	Iteration 8Q: 3 clusters Score -510441.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -510453.437500 Penalty: 4160.896973
	Iteration 9Q: 3 clusters Score -510453.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -510464.531250 Penalty: 4160.896973
	Iteration 10Q: 3 clusters Score -510464.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -510471.062500 Penalty: 4160.896973
	Iteration 11Q: 3 clusters Score -510471.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -510477.281250 Penalty: 4160.896973
	Iteration 12Q: 3 clusters Score -510477.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -510484.750000 Penalty: 4160.896973
	Iteration 13Q: 3 clusters Score -510484.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -510491.187500 Penalty: 4160.896973
	Iteration 14Q: 3 clusters Score -510491.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -510500.437500 Penalty: 4160.896973
	Iteration 15Q: 3 clusters Score -510500.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -510506.375000 Penalty: 4160.896973
	Iteration 16Q: 3 clusters Score -510506.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -510512.750000 Penalty: 4160.896973
	Iteration 17Q: 3 clusters Score -510512.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -510518.156250 Penalty: 4160.896973
	Iteration 18Q: 3 clusters Score -510518.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -510522.468750 Penalty: 4160.896973
	Iteration 19Q: 3 clusters Score -510522.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -510525.812500 Penalty: 4160.896973
	Iteration 20F: 3 clusters Score -510525.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -510528.531250 Penalty: 4160.896973
	Iteration 21Q: 3 clusters Score -510528.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -510532.687500 Penalty: 4160.896973
	Iteration 22Q: 3 clusters Score -510532.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -510533.625000 Penalty: 4160.896973
	Iteration 23Q: 3 clusters Score -510533.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -510537.250000 Penalty: 4160.896973
	Iteration 24Q: 3 clusters Score -510537.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -510541.812500 Penalty: 4160.896973
	Iteration 25Q: 3 clusters Score -510541.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -510546.531250 Penalty: 4160.896973
	Iteration 26Q: 3 clusters Score -510546.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -510552.625000 Penalty: 4160.896973
	Iteration 27Q: 3 clusters Score -510552.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -510559.375000 Penalty: 4160.896973
	Iteration 28Q: 3 clusters Score -510559.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -510569.781250 Penalty: 4160.896973
	Iteration 29Q: 3 clusters Score -510569.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -510574.437500 Penalty: 4160.896973
	Iteration 30Q: 3 clusters Score -510574.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -510576.656250 Penalty: 4160.896973
	Iteration 31Q: 3 clusters Score -510576.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -510578.250000 Penalty: 4160.896973
	Iteration 32Q: 3 clusters Score -510578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -510580.093750 Penalty: 4160.896973
	Iteration 33Q: 3 clusters Score -510580.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -510582.718750 Penalty: 4160.896973
	Iteration 34Q: 3 clusters Score -510582.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -510585.000000 Penalty: 4160.896973
	Iteration 35Q: 3 clusters Score -510585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -510586.875000 Penalty: 4160.896973
	Iteration 36Q: 3 clusters Score -510586.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -510590.437500 Penalty: 4160.896973
	Iteration 37Q: 3 clusters Score -510590.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -510593.250000 Penalty: 4160.896973
	Iteration 38Q: 3 clusters Score -510593.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -510597.312500 Penalty: 4160.896973
	Iteration 39Q: 3 clusters Score -510597.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -510604.531250 Penalty: 4160.896973
	Iteration 40F: 3 clusters Score -510604.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -510610.718750 Penalty: 4160.896973
	Iteration 41Q: 3 clusters Score -510610.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -510618.468750 Penalty: 4160.896973
	Iteration 42Q: 3 clusters Score -510618.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -510624.250000 Penalty: 4160.896973
	Iteration 43Q: 3 clusters Score -510624.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -510632.468750 Penalty: 4160.896973
	Iteration 44Q: 3 clusters Score -510632.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -510639.875000 Penalty: 4160.896973
	Iteration 45Q: 3 clusters Score -510639.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -510647.468750 Penalty: 4160.896973
	Iteration 46Q: 3 clusters Score -510647.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -510655.781250 Penalty: 4160.896973
	Iteration 47Q: 3 clusters Score -510655.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -510662.625000 Penalty: 4160.896973
	Iteration 48Q: 3 clusters Score -510662.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -510670.031250 Penalty: 4160.896973
	Iteration 49Q: 3 clusters Score -510670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -510682.375000 Penalty: 4160.896973
	Iteration 50Q: 3 clusters Score -510682.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -510697.718750 Penalty: 4160.896973
	Iteration 51Q: 3 clusters Score -510697.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -510710.468750 Penalty: 4160.896973
	Iteration 52Q: 3 clusters Score -510710.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -510730.375000 Penalty: 4160.896973
	Iteration 53Q: 3 clusters Score -510730.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -510753.656250 Penalty: 4160.896973
	Iteration 54Q: 3 clusters Score -510753.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -510774.468750 Penalty: 4160.896973
	Iteration 55Q: 3 clusters Score -510774.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -510792.281250 Penalty: 4160.896973
	Iteration 56Q: 3 clusters Score -510792.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -510814.906250 Penalty: 4160.896973
	Iteration 57Q: 3 clusters Score -510814.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -510838.156250 Penalty: 4160.896973
	Iteration 58Q: 3 clusters Score -510838.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -510864.500000 Penalty: 4160.896973
	Iteration 59Q: 3 clusters Score -510864.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -510905.375000 Penalty: 4160.896973
	Iteration 60F: 3 clusters Score -510905.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -510944.031250 Penalty: 4160.896973
	Iteration 61Q: 3 clusters Score -510944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -510978.656250 Penalty: 4160.896973
	Iteration 62Q: 3 clusters Score -510978.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -511002.531250 Penalty: 4160.896973
	Iteration 63Q: 3 clusters Score -511002.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -511024.656250 Penalty: 4160.896973
	Iteration 64Q: 3 clusters Score -511024.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -511048.718750 Penalty: 4160.896973
	Iteration 65Q: 3 clusters Score -511048.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -511077.937500 Penalty: 4160.896973
	Iteration 66Q: 3 clusters Score -511077.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -511106.843750 Penalty: 4160.896973
	Iteration 67Q: 3 clusters Score -511106.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -511133.781250 Penalty: 4160.896973
	Iteration 68Q: 3 clusters Score -511133.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -511167.375000 Penalty: 4160.896973
	Iteration 69Q: 3 clusters Score -511167.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -511196.593750 Penalty: 4160.896973
	Iteration 70Q: 3 clusters Score -511196.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -511227.093750 Penalty: 4160.896973
	Iteration 71Q: 3 clusters Score -511227.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -511250.468750 Penalty: 4160.896973
	Iteration 72Q: 3 clusters Score -511250.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -511268.000000 Penalty: 4160.896973
	Iteration 73Q: 3 clusters Score -511268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -511284.375000 Penalty: 4160.896973
	Iteration 74Q: 3 clusters Score -511284.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -511296.500000 Penalty: 4160.896973
	Iteration 75Q: 3 clusters Score -511296.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -511311.281250 Penalty: 4160.896973
	Iteration 76Q: 3 clusters Score -511311.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -511322.375000 Penalty: 4160.896973
	Iteration 77Q: 3 clusters Score -511322.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -511333.906250 Penalty: 4160.896973
	Iteration 78Q: 3 clusters Score -511333.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -511341.812500 Penalty: 4160.896973
	Iteration 79Q: 3 clusters Score -511341.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -511345.218750 Penalty: 4160.896973
	Iteration 80F: 3 clusters Score -511345.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -511350.187500 Penalty: 4160.896973
	Iteration 81Q: 3 clusters Score -511350.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -511354.843750 Penalty: 4160.896973
	Iteration 82Q: 3 clusters Score -511354.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -511361.781250 Penalty: 4160.896973
	Iteration 83Q: 3 clusters Score -511361.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -511371.343750 Penalty: 4160.896973
	Iteration 84Q: 3 clusters Score -511371.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -511377.750000 Penalty: 4160.896973
	Iteration 85Q: 3 clusters Score -511377.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -511380.281250 Penalty: 4160.896973
	Iteration 86Q: 3 clusters Score -511380.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -511380.843750 Penalty: 4160.896973
	Iteration 87Q: 3 clusters Score -511380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -511381.687500 Penalty: 4160.896973
	Iteration 88Q: 3 clusters Score -511381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -511381.750000 Penalty: 4160.896973
	Iteration 89Q: 3 clusters Score -511381.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -511381.750000 Penalty: 4160.896973
	Iteration 90F: 3 clusters Score -511381.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160607 members 
Entering Unmasked Estep 
Score: -19149214.000000 Penalty: 2972.705322
	Iteration 0F: 2 clusters Score -1.914921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -19042520.000000 Penalty: 5945.410645
	Iteration 0F: 3 clusters Score -1.904252e+07 nChanged 76762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83973 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -19088492.000000 Penalty: 5945.410645
	Iteration 1F: 3 clusters Score -1.908849e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
Score: -19089900.000000 Penalty: 5945.410645
	Iteration 2Q: 3 clusters Score -1.90899e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89011 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -19092020.000000 Penalty: 5945.410645
	Iteration 3Q: 3 clusters Score -1.909202e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -19094430.000000 Penalty: 5945.410645
	Iteration 4Q: 3 clusters Score -1.909443e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -19098206.000000 Penalty: 5945.410645
	Iteration 5Q: 3 clusters Score -1.909821e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104992 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -19103038.000000 Penalty: 5945.410645
	Iteration 6F: 3 clusters Score -1.910304e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113030 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -19108686.000000 Penalty: 5945.410645
	Iteration 7F: 3 clusters Score -1.910869e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122358 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -19115620.000000 Penalty: 5945.410645
	Iteration 8F: 3 clusters Score -1.911562e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132479 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -19123586.000000 Penalty: 5945.410645
	Iteration 9F: 3 clusters Score -1.912359e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142409 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -19132074.000000 Penalty: 5945.410645
	Iteration 10F: 3 clusters Score -1.913207e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150542 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -19138956.000000 Penalty: 5945.410645
	Iteration 11F: 3 clusters Score -1.913896e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155890 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -19143494.000000 Penalty: 5945.410645
	Iteration 12Q: 3 clusters Score -1.914349e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158559 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -19145348.000000 Penalty: 5945.410645
	Iteration 13Q: 3 clusters Score -1.914535e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159649 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -19146080.000000 Penalty: 5945.410645
	Iteration 14Q: 3 clusters Score -1.914608e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160029 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -19146342.000000 Penalty: 5945.410645
	Iteration 15Q: 3 clusters Score -1.914634e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160174 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -19146464.000000 Penalty: 5945.410645
	Iteration 16Q: 3 clusters Score -1.914646e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160239 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -19146542.000000 Penalty: 5945.410645
	Iteration 17Q: 3 clusters Score -1.914654e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160264 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -19146606.000000 Penalty: 5945.410645
	Iteration 18Q: 3 clusters Score -1.914661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160284 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19146610.000000 Penalty: 5945.410645
	Iteration 19Q: 3 clusters Score -1.914661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160295 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19146650.000000 Penalty: 5945.410645
	Iteration 20F: 3 clusters Score -1.914665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160302 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19146656.000000 Penalty: 5945.410645
	Iteration 21Q: 3 clusters Score -1.914666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160307 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19146648.000000 Penalty: 5945.410645
	Iteration 22Q: 3 clusters Score -1.914665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160308 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19146652.000000 Penalty: 5945.410645
	Iteration 23Q: 3 clusters Score -1.914665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160311 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19146656.000000 Penalty: 5945.410645
	Iteration 24Q: 3 clusters Score -1.914666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160314 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19146674.000000 Penalty: 5945.410645
	Iteration 25Q: 3 clusters Score -1.914667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160319 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19146698.000000 Penalty: 5945.410645
	Iteration 26Q: 3 clusters Score -1.91467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19146698.000000 Penalty: 5945.410645
	Iteration 27Q: 3 clusters Score -1.91467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160324 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19146712.000000 Penalty: 5945.410645
	Iteration 28Q: 3 clusters Score -1.914671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160325 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19146714.000000 Penalty: 5945.410645
	Iteration 29Q: 3 clusters Score -1.914671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160326 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19146714.000000 Penalty: 5945.410645
	Iteration 30Q: 3 clusters Score -1.914671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160328 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19146708.000000 Penalty: 5945.410645
	Iteration 31Q: 3 clusters Score -1.914671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160329 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19146724.000000 Penalty: 5945.410645
	Iteration 32Q: 3 clusters Score -1.914672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160330 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19146720.000000 Penalty: 5945.410645
	Iteration 33Q: 3 clusters Score -1.914672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160330 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19146720.000000 Penalty: 5945.410645
	Iteration 34F: 3 clusters Score -1.914672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Entering Unmasked Estep 
Score: -539607.125000 Penalty: 2095.118164
	Iteration 0F: 2 clusters Score -539607.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -535281.187500 Penalty: 4190.236328
	Iteration 0F: 3 clusters Score -535281.2 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -536344.250000 Penalty: 4190.236328
	Iteration 1F: 3 clusters Score -536344.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -536517.562500 Penalty: 4190.236328
	Iteration 2F: 3 clusters Score -536517.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -536611.000000 Penalty: 4190.236328
	Iteration 3Q: 3 clusters Score -536611 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -536674.687500 Penalty: 4190.236328
	Iteration 4Q: 3 clusters Score -536674.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -536725.937500 Penalty: 4190.236328
	Iteration 5Q: 3 clusters Score -536725.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -536761.062500 Penalty: 4190.236328
	Iteration 6Q: 3 clusters Score -536761.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -536786.937500 Penalty: 4190.236328
	Iteration 7Q: 3 clusters Score -536786.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -536808.625000 Penalty: 4190.236328
	Iteration 8Q: 3 clusters Score -536808.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -536834.062500 Penalty: 4190.236328
	Iteration 9Q: 3 clusters Score -536834.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -536855.937500 Penalty: 4190.236328
	Iteration 10Q: 3 clusters Score -536855.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -536870.812500 Penalty: 4190.236328
	Iteration 11Q: 3 clusters Score -536870.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -536882.687500 Penalty: 4190.236328
	Iteration 12Q: 3 clusters Score -536882.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -536889.937500 Penalty: 4190.236328
	Iteration 13Q: 3 clusters Score -536889.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -536895.375000 Penalty: 4190.236328
	Iteration 14Q: 3 clusters Score -536895.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -536899.625000 Penalty: 4190.236328
	Iteration 15Q: 3 clusters Score -536899.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -536909.187500 Penalty: 4190.236328
	Iteration 16Q: 3 clusters Score -536909.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -536919.687500 Penalty: 4190.236328
	Iteration 17Q: 3 clusters Score -536919.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -536931.000000 Penalty: 4190.236328
	Iteration 18Q: 3 clusters Score -536931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -536947.312500 Penalty: 4190.236328
	Iteration 19Q: 3 clusters Score -536947.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -536957.500000 Penalty: 4190.236328
	Iteration 20F: 3 clusters Score -536957.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -536965.687500 Penalty: 4190.236328
	Iteration 21Q: 3 clusters Score -536965.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -536973.000000 Penalty: 4190.236328
	Iteration 22Q: 3 clusters Score -536973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -536977.250000 Penalty: 4190.236328
	Iteration 23Q: 3 clusters Score -536977.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -536982.062500 Penalty: 4190.236328
	Iteration 24Q: 3 clusters Score -536982.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -536985.062500 Penalty: 4190.236328
	Iteration 25Q: 3 clusters Score -536985.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -536985.875000 Penalty: 4190.236328
	Iteration 26Q: 3 clusters Score -536985.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -536985.937500 Penalty: 4190.236328
	Iteration 27Q: 3 clusters Score -536985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -536986.125000 Penalty: 4190.236328
	Iteration 28Q: 3 clusters Score -536986.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -536986.125000 Penalty: 4190.236328
	Iteration 29F: 3 clusters Score -536986.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Entering Unmasked Estep 
Score: -1701681.750000 Penalty: 2372.433838
	Iteration 0F: 2 clusters Score -1701682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1691255.875000 Penalty: 4744.867676
	Iteration 0F: 3 clusters Score -1691256 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1694436.625000 Penalty: 4744.867676
	Iteration 1F: 3 clusters Score -1694437 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1694794.250000 Penalty: 4744.867676
	Iteration 2F: 3 clusters Score -1694794 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1695032.875000 Penalty: 4744.867676
	Iteration 3Q: 3 clusters Score -1695033 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1695226.000000 Penalty: 4744.867676
	Iteration 4Q: 3 clusters Score -1695226 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1695405.625000 Penalty: 4744.867676
	Iteration 5Q: 3 clusters Score -1695406 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1695556.875000 Penalty: 4744.867676
	Iteration 6Q: 3 clusters Score -1695557 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1695700.625000 Penalty: 4744.867676
	Iteration 7Q: 3 clusters Score -1695701 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1695821.250000 Penalty: 4744.867676
	Iteration 8Q: 3 clusters Score -1695821 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1695946.875000 Penalty: 4744.867676
	Iteration 9Q: 3 clusters Score -1695947 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1696077.625000 Penalty: 4744.867676
	Iteration 10Q: 3 clusters Score -1696078 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1696204.500000 Penalty: 4744.867676
	Iteration 11Q: 3 clusters Score -1696204 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1696338.125000 Penalty: 4744.867676
	Iteration 12Q: 3 clusters Score -1696338 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1696476.625000 Penalty: 4744.867676
	Iteration 13Q: 3 clusters Score -1696477 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1696631.500000 Penalty: 4744.867676
	Iteration 14Q: 3 clusters Score -1696632 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1696797.000000 Penalty: 4744.867676
	Iteration 15Q: 3 clusters Score -1696797 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1696949.000000 Penalty: 4744.867676
	Iteration 16Q: 3 clusters Score -1696949 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1697115.875000 Penalty: 4744.867676
	Iteration 17Q: 3 clusters Score -1697116 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1697264.875000 Penalty: 4744.867676
	Iteration 18Q: 3 clusters Score -1697265 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1697380.125000 Penalty: 4744.867676
	Iteration 19Q: 3 clusters Score -1697380 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1697524.125000 Penalty: 4744.867676
	Iteration 20F: 3 clusters Score -1697524 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1697617.750000 Penalty: 4744.867676
	Iteration 21Q: 3 clusters Score -1697618 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1697686.250000 Penalty: 4744.867676
	Iteration 22Q: 3 clusters Score -1697686 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1697759.750000 Penalty: 4744.867676
	Iteration 23Q: 3 clusters Score -1697760 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1697812.000000 Penalty: 4744.867676
	Iteration 24Q: 3 clusters Score -1697812 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1697871.125000 Penalty: 4744.867676
	Iteration 25Q: 3 clusters Score -1697871 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1697910.875000 Penalty: 4744.867676
	Iteration 26Q: 3 clusters Score -1697911 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1697946.000000 Penalty: 4744.867676
	Iteration 27Q: 3 clusters Score -1697946 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1697977.000000 Penalty: 4744.867676
	Iteration 28Q: 3 clusters Score -1697977 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1698001.125000 Penalty: 4744.867676
	Iteration 29Q: 3 clusters Score -1698001 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1698036.625000 Penalty: 4744.867676
	Iteration 30Q: 3 clusters Score -1698037 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1698057.250000 Penalty: 4744.867676
	Iteration 31Q: 3 clusters Score -1698057 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1698081.000000 Penalty: 4744.867676
	Iteration 32Q: 3 clusters Score -1698081 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1698108.375000 Penalty: 4744.867676
	Iteration 33Q: 3 clusters Score -1698108 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1698135.250000 Penalty: 4744.867676
	Iteration 34Q: 3 clusters Score -1698135 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1698155.000000 Penalty: 4744.867676
	Iteration 35Q: 3 clusters Score -1698155 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1698172.875000 Penalty: 4744.867676
	Iteration 36Q: 3 clusters Score -1698173 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1698191.375000 Penalty: 4744.867676
	Iteration 37Q: 3 clusters Score -1698191 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1698212.625000 Penalty: 4744.867676
	Iteration 38Q: 3 clusters Score -1698213 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1698226.625000 Penalty: 4744.867676
	Iteration 39Q: 3 clusters Score -1698227 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1698242.500000 Penalty: 4744.867676
	Iteration 40F: 3 clusters Score -1698242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1698258.625000 Penalty: 4744.867676
	Iteration 41Q: 3 clusters Score -1698259 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1698271.375000 Penalty: 4744.867676
	Iteration 42Q: 3 clusters Score -1698271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1698280.750000 Penalty: 4744.867676
	Iteration 43Q: 3 clusters Score -1698281 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1698296.750000 Penalty: 4744.867676
	Iteration 44Q: 3 clusters Score -1698297 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1698311.375000 Penalty: 4744.867676
	Iteration 45Q: 3 clusters Score -1698311 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1698325.125000 Penalty: 4744.867676
	Iteration 46Q: 3 clusters Score -1698325 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1698339.750000 Penalty: 4744.867676
	Iteration 47Q: 3 clusters Score -1698340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1698356.125000 Penalty: 4744.867676
	Iteration 48Q: 3 clusters Score -1698356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1698364.875000 Penalty: 4744.867676
	Iteration 49Q: 3 clusters Score -1698365 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1698383.125000 Penalty: 4744.867676
	Iteration 50Q: 3 clusters Score -1698383 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1698384.750000 Penalty: 4744.867676
	Iteration 51Q: 3 clusters Score -1698385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1698393.875000 Penalty: 4744.867676
	Iteration 52Q: 3 clusters Score -1698394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1698399.875000 Penalty: 4744.867676
	Iteration 53Q: 3 clusters Score -1698400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1698405.500000 Penalty: 4744.867676
	Iteration 54Q: 3 clusters Score -1698406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1698414.500000 Penalty: 4744.867676
	Iteration 55Q: 3 clusters Score -1698414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1698423.750000 Penalty: 4744.867676
	Iteration 56Q: 3 clusters Score -1698424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1698429.250000 Penalty: 4744.867676
	Iteration 57Q: 3 clusters Score -1698429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1698432.875000 Penalty: 4744.867676
	Iteration 58Q: 3 clusters Score -1698433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1698434.875000 Penalty: 4744.867676
	Iteration 59Q: 3 clusters Score -1698435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1698445.500000 Penalty: 4744.867676
	Iteration 60F: 3 clusters Score -1698446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1698445.000000 Penalty: 4744.867676
	Iteration 61Q: 3 clusters Score -1698445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1698446.750000 Penalty: 4744.867676
	Iteration 62Q: 3 clusters Score -1698447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1698451.750000 Penalty: 4744.867676
	Iteration 63Q: 3 clusters Score -1698452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1698456.625000 Penalty: 4744.867676
	Iteration 64Q: 3 clusters Score -1698457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1698461.625000 Penalty: 4744.867676
	Iteration 65Q: 3 clusters Score -1698462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1698460.125000 Penalty: 4744.867676
	Iteration 66Q: 3 clusters Score -1698460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1698460.250000 Penalty: 4744.867676
	Iteration 67Q: 3 clusters Score -1698460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1698464.000000 Penalty: 4744.867676
	Iteration 68Q: 3 clusters Score -1698464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1698464.750000 Penalty: 4744.867676
	Iteration 69Q: 3 clusters Score -1698465 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1698466.125000 Penalty: 4744.867676
	Iteration 70Q: 3 clusters Score -1698466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1698469.375000 Penalty: 4744.867676
	Iteration 71Q: 3 clusters Score -1698469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1698468.500000 Penalty: 4744.867676
	Iteration 72Q: 3 clusters Score -1698468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1698469.125000 Penalty: 4744.867676
	Iteration 73Q: 3 clusters Score -1698469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1698470.375000 Penalty: 4744.867676
	Iteration 74Q: 3 clusters Score -1698470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1698472.375000 Penalty: 4744.867676
	Iteration 75Q: 3 clusters Score -1698472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1698473.375000 Penalty: 4744.867676
	Iteration 76Q: 3 clusters Score -1698473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1698472.250000 Penalty: 4744.867676
	Iteration 77Q: 3 clusters Score -1698472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1698474.500000 Penalty: 4744.867676
	Iteration 78Q: 3 clusters Score -1698474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1698481.125000 Penalty: 4744.867676
	Iteration 79Q: 3 clusters Score -1698481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1698481.500000 Penalty: 4744.867676
	Iteration 80F: 3 clusters Score -1698482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1698488.875000 Penalty: 4744.867676
	Iteration 81Q: 3 clusters Score -1698489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1698489.125000 Penalty: 4744.867676
	Iteration 82Q: 3 clusters Score -1698489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1698491.625000 Penalty: 4744.867676
	Iteration 83Q: 3 clusters Score -1698492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1698491.125000 Penalty: 4744.867676
	Iteration 84Q: 3 clusters Score -1698491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1698494.875000 Penalty: 4744.867676
	Iteration 85Q: 3 clusters Score -1698495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1698497.500000 Penalty: 4744.867676
	Iteration 86Q: 3 clusters Score -1698498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1698502.750000 Penalty: 4744.867676
	Iteration 87Q: 3 clusters Score -1698503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1698504.375000 Penalty: 4744.867676
	Iteration 88Q: 3 clusters Score -1698504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1698504.500000 Penalty: 4744.867676
	Iteration 89Q: 3 clusters Score -1698504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1698506.875000 Penalty: 4744.867676
	Iteration 90Q: 3 clusters Score -1698507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1698509.375000 Penalty: 4744.867676
	Iteration 91Q: 3 clusters Score -1698509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1698509.125000 Penalty: 4744.867676
	Iteration 92Q: 3 clusters Score -1698509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1698513.250000 Penalty: 4744.867676
	Iteration 93Q: 3 clusters Score -1698513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1698514.375000 Penalty: 4744.867676
	Iteration 94Q: 3 clusters Score -1698514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1698520.500000 Penalty: 4744.867676
	Iteration 95Q: 3 clusters Score -1698520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1698520.500000 Penalty: 4744.867676
	Iteration 96Q: 3 clusters Score -1698520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1698524.500000 Penalty: 4744.867676
	Iteration 97Q: 3 clusters Score -1698524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1698526.375000 Penalty: 4744.867676
	Iteration 98Q: 3 clusters Score -1698526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1698532.875000 Penalty: 4744.867676
	Iteration 99Q: 3 clusters Score -1698533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1698534.250000 Penalty: 4744.867676
	Iteration 100F: 3 clusters Score -1698534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1698536.375000 Penalty: 4744.867676
	Iteration 101Q: 3 clusters Score -1698536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1698537.875000 Penalty: 4744.867676
	Iteration 102Q: 3 clusters Score -1698538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1698542.375000 Penalty: 4744.867676
	Iteration 103Q: 3 clusters Score -1698542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1698547.375000 Penalty: 4744.867676
	Iteration 104Q: 3 clusters Score -1698547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1698553.625000 Penalty: 4744.867676
	Iteration 105Q: 3 clusters Score -1698554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1698560.750000 Penalty: 4744.867676
	Iteration 106Q: 3 clusters Score -1698561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1698571.500000 Penalty: 4744.867676
	Iteration 107Q: 3 clusters Score -1698572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1698574.500000 Penalty: 4744.867676
	Iteration 108Q: 3 clusters Score -1698574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1698575.125000 Penalty: 4744.867676
	Iteration 109Q: 3 clusters Score -1698575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1698583.625000 Penalty: 4744.867676
	Iteration 110Q: 3 clusters Score -1698584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1698582.250000 Penalty: 4744.867676
	Iteration 111Q: 3 clusters Score -1698582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1698586.875000 Penalty: 4744.867676
	Iteration 112Q: 3 clusters Score -1698587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1698597.250000 Penalty: 4744.867676
	Iteration 113Q: 3 clusters Score -1698597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1698600.125000 Penalty: 4744.867676
	Iteration 114Q: 3 clusters Score -1698600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1698601.375000 Penalty: 4744.867676
	Iteration 115Q: 3 clusters Score -1698601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1698604.625000 Penalty: 4744.867676
	Iteration 116Q: 3 clusters Score -1698605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1698611.875000 Penalty: 4744.867676
	Iteration 117Q: 3 clusters Score -1698612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1698618.250000 Penalty: 4744.867676
	Iteration 118Q: 3 clusters Score -1698618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1698617.625000 Penalty: 4744.867676
	Iteration 119Q: 3 clusters Score -1698618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1698618.625000 Penalty: 4744.867676
	Iteration 120F: 3 clusters Score -1698619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1698620.500000 Penalty: 4744.867676
	Iteration 121Q: 3 clusters Score -1698620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1698626.625000 Penalty: 4744.867676
	Iteration 122Q: 3 clusters Score -1698627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1698632.500000 Penalty: 4744.867676
	Iteration 123Q: 3 clusters Score -1698632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1698637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1698645.875000 Penalty: 4744.867676
	Iteration 125Q: 3 clusters Score -1698646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1698646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1698655.000000 Penalty: 4744.867676
	Iteration 127Q: 3 clusters Score -1698655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1698664.375000 Penalty: 4744.867676
	Iteration 128Q: 3 clusters Score -1698664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1698673.625000 Penalty: 4744.867676
	Iteration 129Q: 3 clusters Score -1698674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1698677.375000 Penalty: 4744.867676
	Iteration 130Q: 3 clusters Score -1698677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1698682.875000 Penalty: 4744.867676
	Iteration 131Q: 3 clusters Score -1698683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1698685.500000 Penalty: 4744.867676
	Iteration 132Q: 3 clusters Score -1698686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1698686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1698695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1698694.500000 Penalty: 4744.867676
	Iteration 135Q: 3 clusters Score -1698694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1698701.875000 Penalty: 4744.867676
	Iteration 136Q: 3 clusters Score -1698702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1698710.625000 Penalty: 4744.867676
	Iteration 137Q: 3 clusters Score -1698711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1698711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1698714.750000 Penalty: 4744.867676
	Iteration 139Q: 3 clusters Score -1698715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1698722.625000 Penalty: 4744.867676
	Iteration 140F: 3 clusters Score -1698723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1698721.625000 Penalty: 4744.867676
	Iteration 141Q: 3 clusters Score -1698722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1698732.250000 Penalty: 4744.867676
	Iteration 142Q: 3 clusters Score -1698732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1698738.125000 Penalty: 4744.867676
	Iteration 143Q: 3 clusters Score -1698738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1698733.750000 Penalty: 4744.867676
	Iteration 144Q: 3 clusters Score -1698734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1698736.875000 Penalty: 4744.867676
	Iteration 145Q: 3 clusters Score -1698737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1698744.125000 Penalty: 4744.867676
	Iteration 146Q: 3 clusters Score -1698744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1698746.750000 Penalty: 4744.867676
	Iteration 147Q: 3 clusters Score -1698747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1698760.250000 Penalty: 4744.867676
	Iteration 148Q: 3 clusters Score -1698760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1698764.625000 Penalty: 4744.867676
	Iteration 149Q: 3 clusters Score -1698765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1698773.000000 Penalty: 4744.867676
	Iteration 150Q: 3 clusters Score -1698773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1698779.000000 Penalty: 4744.867676
	Iteration 151Q: 3 clusters Score -1698779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1698786.250000 Penalty: 4744.867676
	Iteration 152Q: 3 clusters Score -1698786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1698787.375000 Penalty: 4744.867676
	Iteration 153Q: 3 clusters Score -1698787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1698794.875000 Penalty: 4744.867676
	Iteration 154Q: 3 clusters Score -1698795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1698800.625000 Penalty: 4744.867676
	Iteration 155Q: 3 clusters Score -1698801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1698801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1698807.375000 Penalty: 4744.867676
	Iteration 157Q: 3 clusters Score -1698807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1698822.125000 Penalty: 4744.867676
	Iteration 158Q: 3 clusters Score -1698822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1698831.000000 Penalty: 4744.867676
	Iteration 159Q: 3 clusters Score -1698831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1698842.625000 Penalty: 4744.867676
	Iteration 160F: 3 clusters Score -1698843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1698852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1698859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1698866.500000 Penalty: 4744.867676
	Iteration 163Q: 3 clusters Score -1698866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1698874.125000 Penalty: 4744.867676
	Iteration 164Q: 3 clusters Score -1698874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1698889.625000 Penalty: 4744.867676
	Iteration 165Q: 3 clusters Score -1698890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1698902.375000 Penalty: 4744.867676
	Iteration 166Q: 3 clusters Score -1698902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1698909.625000 Penalty: 4744.867676
	Iteration 167Q: 3 clusters Score -1698910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1698920.250000 Penalty: 4744.867676
	Iteration 168Q: 3 clusters Score -1698920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1698932.875000 Penalty: 4744.867676
	Iteration 169Q: 3 clusters Score -1698933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1698939.500000 Penalty: 4744.867676
	Iteration 170Q: 3 clusters Score -1698940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1698950.250000 Penalty: 4744.867676
	Iteration 171Q: 3 clusters Score -1698950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1698961.875000 Penalty: 4744.867676
	Iteration 172Q: 3 clusters Score -1698962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1698970.000000 Penalty: 4744.867676
	Iteration 173Q: 3 clusters Score -1698970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1698977.500000 Penalty: 4744.867676
	Iteration 174Q: 3 clusters Score -1698978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1698986.750000 Penalty: 4744.867676
	Iteration 175Q: 3 clusters Score -1698987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1698997.750000 Penalty: 4744.867676
	Iteration 176Q: 3 clusters Score -1698998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1699011.625000 Penalty: 4744.867676
	Iteration 177Q: 3 clusters Score -1699012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1699021.000000 Penalty: 4744.867676
	Iteration 178Q: 3 clusters Score -1699021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1699032.000000 Penalty: 4744.867676
	Iteration 179Q: 3 clusters Score -1699032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1699044.250000 Penalty: 4744.867676
	Iteration 180F: 3 clusters Score -1699044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1699062.625000 Penalty: 4744.867676
	Iteration 181Q: 3 clusters Score -1699063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1699083.625000 Penalty: 4744.867676
	Iteration 182Q: 3 clusters Score -1699084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1699102.875000 Penalty: 4744.867676
	Iteration 183Q: 3 clusters Score -1699103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1699121.875000 Penalty: 4744.867676
	Iteration 184Q: 3 clusters Score -1699122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1699139.000000 Penalty: 4744.867676
	Iteration 185Q: 3 clusters Score -1699139 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1699152.750000 Penalty: 4744.867676
	Iteration 186Q: 3 clusters Score -1699153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1699167.250000 Penalty: 4744.867676
	Iteration 187Q: 3 clusters Score -1699167 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1699190.875000 Penalty: 4744.867676
	Iteration 188Q: 3 clusters Score -1699191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1699222.500000 Penalty: 4744.867676
	Iteration 189Q: 3 clusters Score -1699222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1699244.375000 Penalty: 4744.867676
	Iteration 190Q: 3 clusters Score -1699244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1699260.125000 Penalty: 4744.867676
	Iteration 191Q: 3 clusters Score -1699260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1699269.625000 Penalty: 4744.867676
	Iteration 192Q: 3 clusters Score -1699270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1699285.500000 Penalty: 4744.867676
	Iteration 193Q: 3 clusters Score -1699286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1699306.000000 Penalty: 4744.867676
	Iteration 194Q: 3 clusters Score -1699306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1699318.000000 Penalty: 4744.867676
	Iteration 195Q: 3 clusters Score -1699318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1699328.125000 Penalty: 4744.867676
	Iteration 196Q: 3 clusters Score -1699328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1699348.000000 Penalty: 4744.867676
	Iteration 197Q: 3 clusters Score -1699348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1699366.500000 Penalty: 4744.867676
	Iteration 198Q: 3 clusters Score -1699366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1699377.875000 Penalty: 4744.867676
	Iteration 199Q: 3 clusters Score -1699378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1699390.875000 Penalty: 4744.867676
	Iteration 200F: 3 clusters Score -1699391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1699402.750000 Penalty: 4744.867676
	Iteration 201Q: 3 clusters Score -1699403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1699416.750000 Penalty: 4744.867676
	Iteration 202Q: 3 clusters Score -1699417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1699425.875000 Penalty: 4744.867676
	Iteration 203Q: 3 clusters Score -1699426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1699440.000000 Penalty: 4744.867676
	Iteration 204Q: 3 clusters Score -1699440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1699455.125000 Penalty: 4744.867676
	Iteration 205Q: 3 clusters Score -1699455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1699463.875000 Penalty: 4744.867676
	Iteration 206Q: 3 clusters Score -1699464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1699479.375000 Penalty: 4744.867676
	Iteration 207Q: 3 clusters Score -1699479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1699486.250000 Penalty: 4744.867676
	Iteration 208Q: 3 clusters Score -1699486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1699496.000000 Penalty: 4744.867676
	Iteration 209Q: 3 clusters Score -1699496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1699506.000000 Penalty: 4744.867676
	Iteration 210Q: 3 clusters Score -1699506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1699512.125000 Penalty: 4744.867676
	Iteration 211Q: 3 clusters Score -1699512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1699515.875000 Penalty: 4744.867676
	Iteration 212Q: 3 clusters Score -1699516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1699516.375000 Penalty: 4744.867676
	Iteration 213Q: 3 clusters Score -1699516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1699516.500000 Penalty: 4744.867676
	Iteration 214Q: 3 clusters Score -1699516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1699521.750000 Penalty: 4744.867676
	Iteration 215Q: 3 clusters Score -1699522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1699526.000000 Penalty: 4744.867676
	Iteration 216Q: 3 clusters Score -1699526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1699524.500000 Penalty: 4744.867676
	Iteration 217Q: 3 clusters Score -1699524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1699529.500000 Penalty: 4744.867676
	Iteration 218Q: 3 clusters Score -1699530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1699531.375000 Penalty: 4744.867676
	Iteration 219Q: 3 clusters Score -1699531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1699535.875000 Penalty: 4744.867676
	Iteration 220F: 3 clusters Score -1699536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1699537.500000 Penalty: 4744.867676
	Iteration 221Q: 3 clusters Score -1699538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1699536.625000 Penalty: 4744.867676
	Iteration 222Q: 3 clusters Score -1699537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1699538.125000 Penalty: 4744.867676
	Iteration 223Q: 3 clusters Score -1699538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1699536.250000 Penalty: 4744.867676
	Iteration 224Q: 3 clusters Score -1699536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1699538.375000 Penalty: 4744.867676
	Iteration 225Q: 3 clusters Score -1699538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1699542.375000 Penalty: 4744.867676
	Iteration 226Q: 3 clusters Score -1699542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1699541.125000 Penalty: 4744.867676
	Iteration 227Q: 3 clusters Score -1699541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1699544.000000 Penalty: 4744.867676
	Iteration 228Q: 3 clusters Score -1699544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1699545.625000 Penalty: 4744.867676
	Iteration 229Q: 3 clusters Score -1699546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1699546.875000 Penalty: 4744.867676
	Iteration 230Q: 3 clusters Score -1699547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1699547.750000 Penalty: 4744.867676
	Iteration 231Q: 3 clusters Score -1699548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1699547.875000 Penalty: 4744.867676
	Iteration 232Q: 3 clusters Score -1699548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1699552.250000 Penalty: 4744.867676
	Iteration 233Q: 3 clusters Score -1699552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1699554.625000 Penalty: 4744.867676
	Iteration 234Q: 3 clusters Score -1699555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1699559.000000 Penalty: 4744.867676
	Iteration 235Q: 3 clusters Score -1699559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1699564.500000 Penalty: 4744.867676
	Iteration 236Q: 3 clusters Score -1699564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1699572.375000 Penalty: 4744.867676
	Iteration 237Q: 3 clusters Score -1699572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1699576.375000 Penalty: 4744.867676
	Iteration 238Q: 3 clusters Score -1699576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1699579.625000 Penalty: 4744.867676
	Iteration 239Q: 3 clusters Score -1699580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1699578.125000 Penalty: 4744.867676
	Iteration 240F: 3 clusters Score -1699578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1699581.625000 Penalty: 4744.867676
	Iteration 241Q: 3 clusters Score -1699582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1699583.250000 Penalty: 4744.867676
	Iteration 242Q: 3 clusters Score -1699583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1699583.625000 Penalty: 4744.867676
	Iteration 243Q: 3 clusters Score -1699584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1699587.375000 Penalty: 4744.867676
	Iteration 244Q: 3 clusters Score -1699587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1699589.875000 Penalty: 4744.867676
	Iteration 245Q: 3 clusters Score -1699590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1699591.750000 Penalty: 4744.867676
	Iteration 246Q: 3 clusters Score -1699592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1699594.875000 Penalty: 4744.867676
	Iteration 247Q: 3 clusters Score -1699595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1699599.625000 Penalty: 4744.867676
	Iteration 248Q: 3 clusters Score -1699600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1699599.875000 Penalty: 4744.867676
	Iteration 249Q: 3 clusters Score -1699600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1699600.500000 Penalty: 4744.867676
	Iteration 250Q: 3 clusters Score -1699600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1699600.500000 Penalty: 4744.867676
	Iteration 251F: 3 clusters Score -1699600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -76076.976562 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -76076.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74535.078125 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -74535.08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -75042.367188 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -75042.37 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75194.859375 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -75194.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75322.304688 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -75322.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75413.820312 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -75413.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75475.140625 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -75475.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75508.203125 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -75508.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75536.523438 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -75536.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75554.617188 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -75554.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75561.367188 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -75561.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75570.179688 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -75570.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75576.414062 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -75576.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75578.539062 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -75578.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75581.968750 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -75581.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75584.398438 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -75584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75584.398438 Penalty: 3325.996826
	Iteration 15F: 3 clusters Score -75584.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Entering Unmasked Estep 
Score: -2428521.000000 Penalty: 2464.800049
	Iteration 0F: 2 clusters Score -2428521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2414012.250000 Penalty: 4929.600098
	Iteration 0F: 3 clusters Score -2414012 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2418837.000000 Penalty: 4929.600098
	Iteration 1F: 3 clusters Score -2418837 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2419242.500000 Penalty: 4929.600098
	Iteration 2F: 3 clusters Score -2419242 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2419578.750000 Penalty: 4929.600098
	Iteration 3Q: 3 clusters Score -2419579 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2419870.750000 Penalty: 4929.600098
	Iteration 4Q: 3 clusters Score -2419871 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2420204.000000 Penalty: 4929.600098
	Iteration 5Q: 3 clusters Score -2420204 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2420648.750000 Penalty: 4929.600098
	Iteration 6Q: 3 clusters Score -2420649 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2421300.750000 Penalty: 4929.600098
	Iteration 7F: 3 clusters Score -2421301 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2422226.750000 Penalty: 4929.600098
	Iteration 8F: 3 clusters Score -2422227 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2423397.500000 Penalty: 4929.600098
	Iteration 9F: 3 clusters Score -2423398 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2424493.500000 Penalty: 4929.600098
	Iteration 10F: 3 clusters Score -2424494 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2425400.250000 Penalty: 4929.600098
	Iteration 11Q: 3 clusters Score -2425400 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2425906.250000 Penalty: 4929.600098
	Iteration 12Q: 3 clusters Score -2425906 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2426163.750000 Penalty: 4929.600098
	Iteration 13Q: 3 clusters Score -2426164 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2426297.500000 Penalty: 4929.600098
	Iteration 14Q: 3 clusters Score -2426298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2426385.250000 Penalty: 4929.600098
	Iteration 15Q: 3 clusters Score -2426385 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2426432.250000 Penalty: 4929.600098
	Iteration 16Q: 3 clusters Score -2426432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2426454.250000 Penalty: 4929.600098
	Iteration 17Q: 3 clusters Score -2426454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2426478.250000 Penalty: 4929.600098
	Iteration 18Q: 3 clusters Score -2426478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2426490.750000 Penalty: 4929.600098
	Iteration 19Q: 3 clusters Score -2426491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2426501.750000 Penalty: 4929.600098
	Iteration 20F: 3 clusters Score -2426502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2426505.500000 Penalty: 4929.600098
	Iteration 21Q: 3 clusters Score -2426506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2426513.750000 Penalty: 4929.600098
	Iteration 22Q: 3 clusters Score -2426514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2426516.500000 Penalty: 4929.600098
	Iteration 23Q: 3 clusters Score -2426516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2426516.250000 Penalty: 4929.600098
	Iteration 24Q: 3 clusters Score -2426516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2426520.250000 Penalty: 4929.600098
	Iteration 25Q: 3 clusters Score -2426520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2426524.500000 Penalty: 4929.600098
	Iteration 26Q: 3 clusters Score -2426524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2426522.250000 Penalty: 4929.600098
	Iteration 27Q: 3 clusters Score -2426522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2426525.000000 Penalty: 4929.600098
	Iteration 28Q: 3 clusters Score -2426525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2426526.750000 Penalty: 4929.600098
	Iteration 29Q: 3 clusters Score -2426527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2426526.500000 Penalty: 4929.600098
	Iteration 30Q: 3 clusters Score -2426526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2426526.500000 Penalty: 4929.600098
	Iteration 31F: 3 clusters Score -2426526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91873 members 
Entering Unmasked Estep 
Score: -10740548.000000 Penalty: 2834.184326
	Iteration 0F: 2 clusters Score -1.074055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -10679105.000000 Penalty: 5668.368652
	Iteration 0F: 3 clusters Score -1.06791e+07 nChanged 43245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -10703927.000000 Penalty: 5668.368652
	Iteration 1F: 3 clusters Score -1.070393e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -10704836.000000 Penalty: 5668.368652
	Iteration 2Q: 3 clusters Score -1.070484e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -10705847.000000 Penalty: 5668.368652
	Iteration 3Q: 3 clusters Score -1.070585e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -10707045.000000 Penalty: 5668.368652
	Iteration 4Q: 3 clusters Score -1.070704e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -10708328.000000 Penalty: 5668.368652
	Iteration 5Q: 3 clusters Score -1.070833e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -10709905.000000 Penalty: 5668.368652
	Iteration 6Q: 3 clusters Score -1.07099e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -10711733.000000 Penalty: 5668.368652
	Iteration 7Q: 3 clusters Score -1.071173e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -10713694.000000 Penalty: 5668.368652
	Iteration 8Q: 3 clusters Score -1.071369e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -10715911.000000 Penalty: 5668.368652
	Iteration 9Q: 3 clusters Score -1.071591e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -10718005.000000 Penalty: 5668.368652
	Iteration 10Q: 3 clusters Score -1.0718e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -10719848.000000 Penalty: 5668.368652
	Iteration 11Q: 3 clusters Score -1.071985e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -10721411.000000 Penalty: 5668.368652
	Iteration 12Q: 3 clusters Score -1.072141e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -10722940.000000 Penalty: 5668.368652
	Iteration 13Q: 3 clusters Score -1.072294e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -10724378.000000 Penalty: 5668.368652
	Iteration 14Q: 3 clusters Score -1.072438e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -10726002.000000 Penalty: 5668.368652
	Iteration 15Q: 3 clusters Score -1.0726e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -10727550.000000 Penalty: 5668.368652
	Iteration 16Q: 3 clusters Score -1.072755e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73493 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -10729183.000000 Penalty: 5668.368652
	Iteration 17Q: 3 clusters Score -1.072918e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -10730841.000000 Penalty: 5668.368652
	Iteration 18Q: 3 clusters Score -1.073084e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -10732537.000000 Penalty: 5668.368652
	Iteration 19Q: 3 clusters Score -1.073254e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -10733983.000000 Penalty: 5668.368652
	Iteration 20F: 3 clusters Score -1.073398e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -10735041.000000 Penalty: 5668.368652
	Iteration 21Q: 3 clusters Score -1.073504e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -10735808.000000 Penalty: 5668.368652
	Iteration 22Q: 3 clusters Score -1.073581e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -10736370.000000 Penalty: 5668.368652
	Iteration 23Q: 3 clusters Score -1.073637e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -10736846.000000 Penalty: 5668.368652
	Iteration 24Q: 3 clusters Score -1.073685e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88878 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -10737139.000000 Penalty: 5668.368652
	Iteration 25Q: 3 clusters Score -1.073714e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -10737385.000000 Penalty: 5668.368652
	Iteration 26Q: 3 clusters Score -1.073738e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -10737513.000000 Penalty: 5668.368652
	Iteration 27Q: 3 clusters Score -1.073751e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -10737656.000000 Penalty: 5668.368652
	Iteration 28Q: 3 clusters Score -1.073766e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90148 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10737747.000000 Penalty: 5668.368652
	Iteration 29Q: 3 clusters Score -1.073775e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90300 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -10737829.000000 Penalty: 5668.368652
	Iteration 30Q: 3 clusters Score -1.073783e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90427 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10737923.000000 Penalty: 5668.368652
	Iteration 31Q: 3 clusters Score -1.073792e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -10737969.000000 Penalty: 5668.368652
	Iteration 32Q: 3 clusters Score -1.073797e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10738038.000000 Penalty: 5668.368652
	Iteration 33Q: 3 clusters Score -1.073804e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90674 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10738073.000000 Penalty: 5668.368652
	Iteration 34Q: 3 clusters Score -1.073807e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -10738080.000000 Penalty: 5668.368652
	Iteration 35Q: 3 clusters Score -1.073808e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -10738102.000000 Penalty: 5668.368652
	Iteration 36Q: 3 clusters Score -1.07381e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10738131.000000 Penalty: 5668.368652
	Iteration 37Q: 3 clusters Score -1.073813e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10738140.000000 Penalty: 5668.368652
	Iteration 38Q: 3 clusters Score -1.073814e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90851 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -10738147.000000 Penalty: 5668.368652
	Iteration 39Q: 3 clusters Score -1.073815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10738154.000000 Penalty: 5668.368652
	Iteration 40F: 3 clusters Score -1.073815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90888 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10738177.000000 Penalty: 5668.368652
	Iteration 41Q: 3 clusters Score -1.073818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90907 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10738190.000000 Penalty: 5668.368652
	Iteration 42Q: 3 clusters Score -1.073819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90909 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10738202.000000 Penalty: 5668.368652
	Iteration 43Q: 3 clusters Score -1.07382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90918 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10738204.000000 Penalty: 5668.368652
	Iteration 44Q: 3 clusters Score -1.07382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90928 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10738203.000000 Penalty: 5668.368652
	Iteration 45Q: 3 clusters Score -1.07382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10738205.000000 Penalty: 5668.368652
	Iteration 46Q: 3 clusters Score -1.07382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90944 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10738226.000000 Penalty: 5668.368652
	Iteration 47Q: 3 clusters Score -1.073823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10738218.000000 Penalty: 5668.368652
	Iteration 48Q: 3 clusters Score -1.073822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90954 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10738235.000000 Penalty: 5668.368652
	Iteration 49Q: 3 clusters Score -1.073824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10738236.000000 Penalty: 5668.368652
	Iteration 50Q: 3 clusters Score -1.073824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90964 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10738232.000000 Penalty: 5668.368652
	Iteration 51Q: 3 clusters Score -1.073823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10738246.000000 Penalty: 5668.368652
	Iteration 52Q: 3 clusters Score -1.073825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10738258.000000 Penalty: 5668.368652
	Iteration 53Q: 3 clusters Score -1.073826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10738263.000000 Penalty: 5668.368652
	Iteration 54Q: 3 clusters Score -1.073826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90990 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10738267.000000 Penalty: 5668.368652
	Iteration 55Q: 3 clusters Score -1.073827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90995 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10738266.000000 Penalty: 5668.368652
	Iteration 56Q: 3 clusters Score -1.073827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90996 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10738269.000000 Penalty: 5668.368652
	Iteration 57Q: 3 clusters Score -1.073827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91000 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10738268.000000 Penalty: 5668.368652
	Iteration 58Q: 3 clusters Score -1.073827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91003 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10738262.000000 Penalty: 5668.368652
	Iteration 59Q: 3 clusters Score -1.073826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91004 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10738267.000000 Penalty: 5668.368652
	Iteration 60F: 3 clusters Score -1.073827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10738279.000000 Penalty: 5668.368652
	Iteration 61Q: 3 clusters Score -1.073828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10738281.000000 Penalty: 5668.368652
	Iteration 62Q: 3 clusters Score -1.073828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91018 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10738285.000000 Penalty: 5668.368652
	Iteration 63Q: 3 clusters Score -1.073828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10738283.000000 Penalty: 5668.368652
	Iteration 64Q: 3 clusters Score -1.073828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91025 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10738283.000000 Penalty: 5668.368652
	Iteration 65Q: 3 clusters Score -1.073828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -10738285.000000 Penalty: 5668.368652
	Iteration 66Q: 3 clusters Score -1.073828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91031 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -10738285.000000 Penalty: 5668.368652
	Iteration 67Q: 3 clusters Score -1.073828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10738289.000000 Penalty: 5668.368652
	Iteration 68Q: 3 clusters Score -1.073829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -10738281.000000 Penalty: 5668.368652
	Iteration 69Q: 3 clusters Score -1.073828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10738285.000000 Penalty: 5668.368652
	Iteration 70Q: 3 clusters Score -1.073828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10738279.000000 Penalty: 5668.368652
	Iteration 71Q: 3 clusters Score -1.073828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10738279.000000 Penalty: 5668.368652
	Iteration 72F: 3 clusters Score -1.073828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (149377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149377 members 
Entering Unmasked Estep 
Score: -17946628.000000 Penalty: 2954.728760
	Iteration 0F: 2 clusters Score -1.794663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -17847266.000000 Penalty: 5909.457520
	Iteration 0F: 3 clusters Score -1.784727e+07 nChanged 71235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 74778 members 
Entering Unmasked Estep 
Score: -17888490.000000 Penalty: 5909.457520
	Iteration 1F: 3 clusters Score -1.788849e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -17889208.000000 Penalty: 5909.457520
	Iteration 2Q: 3 clusters Score -1.788921e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 75353 members 
Entering Unmasked Estep 
Score: -17889890.000000 Penalty: 5909.457520
	Iteration 3Q: 3 clusters Score -1.788989e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -17890508.000000 Penalty: 5909.457520
	Iteration 4Q: 3 clusters Score -1.789051e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 76745 members 
Entering Unmasked Estep 
Score: -17891114.000000 Penalty: 5909.457520
	Iteration 5Q: 3 clusters Score -1.789111e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 78172 members 
Entering Unmasked Estep 
Score: -17892050.000000 Penalty: 5909.457520
	Iteration 6Q: 3 clusters Score -1.789205e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -17893204.000000 Penalty: 5909.457520
	Iteration 7Q: 3 clusters Score -1.78932e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 83863 members 
Entering Unmasked Estep 
Score: -17894898.000000 Penalty: 5909.457520
	Iteration 8Q: 3 clusters Score -1.78949e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -17897560.000000 Penalty: 5909.457520
	Iteration 9Q: 3 clusters Score -1.789756e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 95529 members 
Entering Unmasked Estep 
Score: -17901646.000000 Penalty: 5909.457520
	Iteration 10F: 3 clusters Score -1.790165e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 104087 members 
Entering Unmasked Estep 
Score: -17907882.000000 Penalty: 5909.457520
	Iteration 11F: 3 clusters Score -1.790788e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 113707 members 
Entering Unmasked Estep 
Score: -17915834.000000 Penalty: 5909.457520
	Iteration 12F: 3 clusters Score -1.791583e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 122463 members 
Entering Unmasked Estep 
Score: -17923560.000000 Penalty: 5909.457520
	Iteration 13F: 3 clusters Score -1.792356e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 129192 members 
Entering Unmasked Estep 
Score: -17929958.000000 Penalty: 5909.457520
	Iteration 14Q: 3 clusters Score -1.792996e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 133789 members 
Entering Unmasked Estep 
Score: -17934292.000000 Penalty: 5909.457520
	Iteration 15Q: 3 clusters Score -1.793429e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 136766 members 
Entering Unmasked Estep 
Score: -17937146.000000 Penalty: 5909.457520
	Iteration 16Q: 3 clusters Score -1.793715e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 138843 members 
Entering Unmasked Estep 
Score: -17938880.000000 Penalty: 5909.457520
	Iteration 17Q: 3 clusters Score -1.793888e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 140416 members 
Entering Unmasked Estep 
Score: -17940020.000000 Penalty: 5909.457520
	Iteration 18Q: 3 clusters Score -1.794002e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 141739 members 
Entering Unmasked Estep 
Score: -17940800.000000 Penalty: 5909.457520
	Iteration 19Q: 3 clusters Score -1.79408e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 142839 members 
Entering Unmasked Estep 
Score: -17941516.000000 Penalty: 5909.457520
	Iteration 20F: 3 clusters Score -1.794152e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 143804 members 
Entering Unmasked Estep 
Score: -17941988.000000 Penalty: 5909.457520
	Iteration 21Q: 3 clusters Score -1.794199e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 144600 members 
Entering Unmasked Estep 
Score: -17942332.000000 Penalty: 5909.457520
	Iteration 22Q: 3 clusters Score -1.794233e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 145267 members 
Entering Unmasked Estep 
Score: -17942656.000000 Penalty: 5909.457520
	Iteration 23Q: 3 clusters Score -1.794266e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 145820 members 
Entering Unmasked Estep 
Score: -17942918.000000 Penalty: 5909.457520
	Iteration 24Q: 3 clusters Score -1.794292e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 146284 members 
Entering Unmasked Estep 
Score: -17943114.000000 Penalty: 5909.457520
	Iteration 25Q: 3 clusters Score -1.794311e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 146675 members 
Entering Unmasked Estep 
Score: -17943292.000000 Penalty: 5909.457520
	Iteration 26Q: 3 clusters Score -1.794329e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 146989 members 
Entering Unmasked Estep 
Score: -17943416.000000 Penalty: 5909.457520
	Iteration 27Q: 3 clusters Score -1.794342e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 147262 members 
Entering Unmasked Estep 
Score: -17943620.000000 Penalty: 5909.457520
	Iteration 28Q: 3 clusters Score -1.794362e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 147486 members 
Entering Unmasked Estep 
Score: -17943656.000000 Penalty: 5909.457520
	Iteration 29Q: 3 clusters Score -1.794366e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 147676 members 
Entering Unmasked Estep 
Score: -17943718.000000 Penalty: 5909.457520
	Iteration 30Q: 3 clusters Score -1.794372e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 147819 members 
Entering Unmasked Estep 
Score: -17943812.000000 Penalty: 5909.457520
	Iteration 31Q: 3 clusters Score -1.794381e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 147923 members 
Entering Unmasked Estep 
Score: -17943848.000000 Penalty: 5909.457520
	Iteration 32Q: 3 clusters Score -1.794385e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 148014 members 
Entering Unmasked Estep 
Score: -17943896.000000 Penalty: 5909.457520
	Iteration 33Q: 3 clusters Score -1.79439e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 148089 members 
Entering Unmasked Estep 
Score: -17943916.000000 Penalty: 5909.457520
	Iteration 34Q: 3 clusters Score -1.794392e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 148156 members 
Entering Unmasked Estep 
Score: -17943922.000000 Penalty: 5909.457520
	Iteration 35Q: 3 clusters Score -1.794392e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 148214 members 
Entering Unmasked Estep 
Score: -17943940.000000 Penalty: 5909.457520
	Iteration 36Q: 3 clusters Score -1.794394e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 148261 members 
Entering Unmasked Estep 
Score: -17943974.000000 Penalty: 5909.457520
	Iteration 37Q: 3 clusters Score -1.794397e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 148305 members 
Entering Unmasked Estep 
Score: -17943986.000000 Penalty: 5909.457520
	Iteration 38Q: 3 clusters Score -1.794399e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 148346 members 
Entering Unmasked Estep 
Score: -17943986.000000 Penalty: 5909.457520
	Iteration 39Q: 3 clusters Score -1.794399e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 148370 members 
Entering Unmasked Estep 
Score: -17943988.000000 Penalty: 5909.457520
	Iteration 40F: 3 clusters Score -1.794399e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 148389 members 
Entering Unmasked Estep 
Score: -17944004.000000 Penalty: 5909.457520
	Iteration 41Q: 3 clusters Score -1.7944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 148405 members 
Entering Unmasked Estep 
Score: -17944038.000000 Penalty: 5909.457520
	Iteration 42Q: 3 clusters Score -1.794404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 148423 members 
Entering Unmasked Estep 
Score: -17944030.000000 Penalty: 5909.457520
	Iteration 43Q: 3 clusters Score -1.794403e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 148440 members 
Entering Unmasked Estep 
Score: -17944038.000000 Penalty: 5909.457520
	Iteration 44Q: 3 clusters Score -1.794404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -17944062.000000 Penalty: 5909.457520
	Iteration 45Q: 3 clusters Score -1.794406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 148477 members 
Entering Unmasked Estep 
Score: -17944068.000000 Penalty: 5909.457520
	Iteration 46Q: 3 clusters Score -1.794407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 148489 members 
Entering Unmasked Estep 
Score: -17944084.000000 Penalty: 5909.457520
	Iteration 47Q: 3 clusters Score -1.794408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 148504 members 
Entering Unmasked Estep 
Score: -17944090.000000 Penalty: 5909.457520
	Iteration 48Q: 3 clusters Score -1.794409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 148511 members 
Entering Unmasked Estep 
Score: -17944090.000000 Penalty: 5909.457520
	Iteration 49Q: 3 clusters Score -1.794409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 148525 members 
Entering Unmasked Estep 
Score: -17944100.000000 Penalty: 5909.457520
	Iteration 50Q: 3 clusters Score -1.79441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 148533 members 
Entering Unmasked Estep 
Score: -17944096.000000 Penalty: 5909.457520
	Iteration 51Q: 3 clusters Score -1.79441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 148546 members 
Entering Unmasked Estep 
Score: -17944110.000000 Penalty: 5909.457520
	Iteration 52Q: 3 clusters Score -1.794411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 148563 members 
Entering Unmasked Estep 
Score: -17944118.000000 Penalty: 5909.457520
	Iteration 53Q: 3 clusters Score -1.794412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 148576 members 
Entering Unmasked Estep 
Score: -17944110.000000 Penalty: 5909.457520
	Iteration 54Q: 3 clusters Score -1.794411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 148584 members 
Entering Unmasked Estep 
Score: -17944120.000000 Penalty: 5909.457520
	Iteration 55Q: 3 clusters Score -1.794412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 148591 members 
Entering Unmasked Estep 
Score: -17944108.000000 Penalty: 5909.457520
	Iteration 56Q: 3 clusters Score -1.794411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 148599 members 
Entering Unmasked Estep 
Score: -17944108.000000 Penalty: 5909.457520
	Iteration 57Q: 3 clusters Score -1.794411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 148605 members 
Entering Unmasked Estep 
Score: -17944110.000000 Penalty: 5909.457520
	Iteration 58Q: 3 clusters Score -1.794411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 148609 members 
Entering Unmasked Estep 
Score: -17944106.000000 Penalty: 5909.457520
	Iteration 59Q: 3 clusters Score -1.794411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 148614 members 
Entering Unmasked Estep 
Score: -17944114.000000 Penalty: 5909.457520
	Iteration 60F: 3 clusters Score -1.794411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 148615 members 
Entering Unmasked Estep 
Score: -17944114.000000 Penalty: 5909.457520
	Iteration 61Q: 3 clusters Score -1.794411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 148615 members 
Entering Unmasked Estep 
Score: -17944114.000000 Penalty: 5909.457520
	Iteration 62F: 3 clusters Score -1.794411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Entering Unmasked Estep 
Score: -1027520.500000 Penalty: 2246.731689
	Iteration 0F: 2 clusters Score -1027520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1020708.812500 Penalty: 4493.463379
	Iteration 0F: 3 clusters Score -1020709 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1022592.125000 Penalty: 4493.463379
	Iteration 1F: 3 clusters Score -1022592 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1022842.125000 Penalty: 4493.463379
	Iteration 2F: 3 clusters Score -1022842 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1022994.625000 Penalty: 4493.463379
	Iteration 3Q: 3 clusters Score -1022995 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1023115.812500 Penalty: 4493.463379
	Iteration 4Q: 3 clusters Score -1023116 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1023208.312500 Penalty: 4493.463379
	Iteration 5Q: 3 clusters Score -1023208 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1023304.125000 Penalty: 4493.463379
	Iteration 6Q: 3 clusters Score -1023304 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1023401.937500 Penalty: 4493.463379
	Iteration 7Q: 3 clusters Score -1023402 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1023521.500000 Penalty: 4493.463379
	Iteration 8Q: 3 clusters Score -1023522 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1023658.125000 Penalty: 4493.463379
	Iteration 9Q: 3 clusters Score -1023658 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1023852.500000 Penalty: 4493.463379
	Iteration 10Q: 3 clusters Score -1023852 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1024070.875000 Penalty: 4493.463379
	Iteration 11Q: 3 clusters Score -1024071 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1024322.250000 Penalty: 4493.463379
	Iteration 12Q: 3 clusters Score -1024322 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1024583.875000 Penalty: 4493.463379
	Iteration 13Q: 3 clusters Score -1024584 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1024829.500000 Penalty: 4493.463379
	Iteration 14Q: 3 clusters Score -1024830 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1025041.625000 Penalty: 4493.463379
	Iteration 15Q: 3 clusters Score -1025042 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1025225.500000 Penalty: 4493.463379
	Iteration 16Q: 3 clusters Score -1025226 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1025357.250000 Penalty: 4493.463379
	Iteration 17Q: 3 clusters Score -1025357 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1025445.312500 Penalty: 4493.463379
	Iteration 18Q: 3 clusters Score -1025445 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1025529.750000 Penalty: 4493.463379
	Iteration 19Q: 3 clusters Score -1025530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1025590.687500 Penalty: 4493.463379
	Iteration 20F: 3 clusters Score -1025591 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1025627.062500 Penalty: 4493.463379
	Iteration 21Q: 3 clusters Score -1025627 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1025661.250000 Penalty: 4493.463379
	Iteration 22Q: 3 clusters Score -1025661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1025677.187500 Penalty: 4493.463379
	Iteration 23Q: 3 clusters Score -1025677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1025691.312500 Penalty: 4493.463379
	Iteration 24Q: 3 clusters Score -1025691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1025698.750000 Penalty: 4493.463379
	Iteration 25Q: 3 clusters Score -1025699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1025702.125000 Penalty: 4493.463379
	Iteration 26Q: 3 clusters Score -1025702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1025707.062500 Penalty: 4493.463379
	Iteration 27Q: 3 clusters Score -1025707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1025712.500000 Penalty: 4493.463379
	Iteration 28Q: 3 clusters Score -1025712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1025720.125000 Penalty: 4493.463379
	Iteration 29Q: 3 clusters Score -1025720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1025725.625000 Penalty: 4493.463379
	Iteration 30Q: 3 clusters Score -1025726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1025727.937500 Penalty: 4493.463379
	Iteration 31Q: 3 clusters Score -1025728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1025728.562500 Penalty: 4493.463379
	Iteration 32Q: 3 clusters Score -1025729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1025728.562500 Penalty: 4493.463379
	Iteration 33F: 3 clusters Score -1025729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96591 members 
Entering Unmasked Estep 
Score: -11524680.000000 Penalty: 2846.603760
	Iteration 0F: 2 clusters Score -1.152468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -11460100.000000 Penalty: 5693.207520
	Iteration 0F: 3 clusters Score -1.14601e+07 nChanged 45597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -11485637.000000 Penalty: 5693.207520
	Iteration 1F: 3 clusters Score -1.148564e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -11486386.000000 Penalty: 5693.207520
	Iteration 2Q: 3 clusters Score -1.148639e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -11487215.000000 Penalty: 5693.207520
	Iteration 3Q: 3 clusters Score -1.148722e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -11488192.000000 Penalty: 5693.207520
	Iteration 4Q: 3 clusters Score -1.148819e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -11489299.000000 Penalty: 5693.207520
	Iteration 5Q: 3 clusters Score -1.14893e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -11490704.000000 Penalty: 5693.207520
	Iteration 6Q: 3 clusters Score -1.14907e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -11492653.000000 Penalty: 5693.207520
	Iteration 7Q: 3 clusters Score -1.149265e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -11495236.000000 Penalty: 5693.207520
	Iteration 8F: 3 clusters Score -1.149524e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -11499002.000000 Penalty: 5693.207520
	Iteration 9F: 3 clusters Score -1.1499e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74499 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -11503854.000000 Penalty: 5693.207520
	Iteration 10F: 3 clusters Score -1.150385e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -11509193.000000 Penalty: 5693.207520
	Iteration 11F: 3 clusters Score -1.150919e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -11514462.000000 Penalty: 5693.207520
	Iteration 12F: 3 clusters Score -1.151446e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91476 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -11518337.000000 Penalty: 5693.207520
	Iteration 13Q: 3 clusters Score -1.151834e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93990 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -11520464.000000 Penalty: 5693.207520
	Iteration 14Q: 3 clusters Score -1.152046e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95182 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -11521490.000000 Penalty: 5693.207520
	Iteration 15Q: 3 clusters Score -1.152149e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95705 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11521883.000000 Penalty: 5693.207520
	Iteration 16Q: 3 clusters Score -1.152188e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95914 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11522073.000000 Penalty: 5693.207520
	Iteration 17Q: 3 clusters Score -1.152207e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11522194.000000 Penalty: 5693.207520
	Iteration 18Q: 3 clusters Score -1.152219e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96074 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11522266.000000 Penalty: 5693.207520
	Iteration 19Q: 3 clusters Score -1.152227e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -11522307.000000 Penalty: 5693.207520
	Iteration 20F: 3 clusters Score -1.152231e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96139 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11522354.000000 Penalty: 5693.207520
	Iteration 21Q: 3 clusters Score -1.152235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11522376.000000 Penalty: 5693.207520
	Iteration 22Q: 3 clusters Score -1.152238e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11522413.000000 Penalty: 5693.207520
	Iteration 23Q: 3 clusters Score -1.152241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96169 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -11522413.000000 Penalty: 5693.207520
	Iteration 24Q: 3 clusters Score -1.152241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11522417.000000 Penalty: 5693.207520
	Iteration 25Q: 3 clusters Score -1.152242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96177 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -11522408.000000 Penalty: 5693.207520
	Iteration 26Q: 3 clusters Score -1.152241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96177 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -11522410.000000 Penalty: 5693.207520
	Iteration 27Q: 3 clusters Score -1.152241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96178 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -11522410.000000 Penalty: 5693.207520
	Iteration 28Q: 3 clusters Score -1.152241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96178 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -11522410.000000 Penalty: 5693.207520
	Iteration 29F: 3 clusters Score -1.152241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Entering Unmasked Estep 
Score: -1148054.125000 Penalty: 2287.049072
	Iteration 0F: 2 clusters Score -1148054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1140380.250000 Penalty: 4574.098145
	Iteration 0F: 3 clusters Score -1140380 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1142764.625000 Penalty: 4574.098145
	Iteration 1F: 3 clusters Score -1142765 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1143331.750000 Penalty: 4574.098145
	Iteration 2F: 3 clusters Score -1143332 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1144115.250000 Penalty: 4574.098145
	Iteration 3F: 3 clusters Score -1144115 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1145294.750000 Penalty: 4574.098145
	Iteration 4F: 3 clusters Score -1145295 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1146544.875000 Penalty: 4574.098145
	Iteration 5F: 3 clusters Score -1146545 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1147249.750000 Penalty: 4574.098145
	Iteration 6F: 3 clusters Score -1147250 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1147654.125000 Penalty: 4574.098145
	Iteration 7F: 3 clusters Score -1147654 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1147879.375000 Penalty: 4574.098145
	Iteration 8Q: 3 clusters Score -1147879 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1147982.875000 Penalty: 4574.098145
	Iteration 9Q: 3 clusters Score -1147983 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1148029.375000 Penalty: 4574.098145
	Iteration 10Q: 3 clusters Score -1148029 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1148057.875000 Penalty: 4574.098145
	Iteration 11Q: 3 clusters Score -1148058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1148071.125000 Penalty: 4574.098145
	Iteration 12Q: 3 clusters Score -1148071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1148081.125000 Penalty: 4574.098145
	Iteration 13Q: 3 clusters Score -1148081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1148086.000000 Penalty: 4574.098145
	Iteration 14Q: 3 clusters Score -1148086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1148096.875000 Penalty: 4574.098145
	Iteration 15Q: 3 clusters Score -1148097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1148099.500000 Penalty: 4574.098145
	Iteration 16Q: 3 clusters Score -1148100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1148101.875000 Penalty: 4574.098145
	Iteration 17Q: 3 clusters Score -1148102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1148104.500000 Penalty: 4574.098145
	Iteration 18Q: 3 clusters Score -1148104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1148106.250000 Penalty: 4574.098145
	Iteration 19Q: 3 clusters Score -1148106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1148110.875000 Penalty: 4574.098145
	Iteration 20F: 3 clusters Score -1148111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1148111.750000 Penalty: 4574.098145
	Iteration 21Q: 3 clusters Score -1148112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1148113.625000 Penalty: 4574.098145
	Iteration 22Q: 3 clusters Score -1148114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1148117.000000 Penalty: 4574.098145
	Iteration 23Q: 3 clusters Score -1148117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1148122.375000 Penalty: 4574.098145
	Iteration 24Q: 3 clusters Score -1148122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1148127.750000 Penalty: 4574.098145
	Iteration 25Q: 3 clusters Score -1148128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1148129.125000 Penalty: 4574.098145
	Iteration 26Q: 3 clusters Score -1148129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1148132.250000 Penalty: 4574.098145
	Iteration 27Q: 3 clusters Score -1148132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1148134.125000 Penalty: 4574.098145
	Iteration 28Q: 3 clusters Score -1148134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1148142.375000 Penalty: 4574.098145
	Iteration 29Q: 3 clusters Score -1148142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1148143.625000 Penalty: 4574.098145
	Iteration 30Q: 3 clusters Score -1148144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1148144.125000 Penalty: 4574.098145
	Iteration 31Q: 3 clusters Score -1148144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1148142.625000 Penalty: 4574.098145
	Iteration 32Q: 3 clusters Score -1148143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1148142.625000 Penalty: 4574.098145
	Iteration 33F: 3 clusters Score -1148143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152594 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 9269 members 
Mstep: Class 4 contains 199509 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 160607 members 
Mstep: Class 8 contains 4666 members 
Mstep: Class 9 contains 14275 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20717 members 
Mstep: Class 12 contains 91873 members 
Mstep: Class 13 contains 149377 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 96591 members 
Mstep: Class 16 contains 2789 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 14898 members 
Mstep: Class 19 contains 52729 members 
Mstep: Class 20 contains 9196 members 
Mstep: Class 21 contains 10537 members 
Mstep: Class 22 contains 35551 members 
Mstep: Class 23 contains 42094 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3824 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 197414 members 
Mstep: Class 28 contains 6955 members 
Mstep: Class 29 contains 9805 members 
Mstep: Class 30 contains 7328 members 
Entering Unmasked Estep 
Score: -156048720.000000 Penalty: 104997.734375
Splitting cluster 16 changes total score from -156049744.000000 to -156048720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (6055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Entering Unmasked Estep 
Score: -654613.000000 Penalty: 2159.742676
	Iteration 0F: 2 clusters Score -654613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -649433.875000 Penalty: 4319.485352
	Iteration 0F: 3 clusters Score -649433.9 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -650993.500000 Penalty: 4319.485352
	Iteration 1F: 3 clusters Score -650993.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -651351.187500 Penalty: 4319.485352
	Iteration 2F: 3 clusters Score -651351.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -651606.312500 Penalty: 4319.485352
	Iteration 3F: 3 clusters Score -651606.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -651806.812500 Penalty: 4319.485352
	Iteration 4Q: 3 clusters Score -651806.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -651964.750000 Penalty: 4319.485352
	Iteration 5Q: 3 clusters Score -651964.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -652075.000000 Penalty: 4319.485352
	Iteration 6Q: 3 clusters Score -652075 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -652162.062500 Penalty: 4319.485352
	Iteration 7Q: 3 clusters Score -652162.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -652231.875000 Penalty: 4319.485352
	Iteration 8Q: 3 clusters Score -652231.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -652296.875000 Penalty: 4319.485352
	Iteration 9Q: 3 clusters Score -652296.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -652351.750000 Penalty: 4319.485352
	Iteration 10Q: 3 clusters Score -652351.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -652400.062500 Penalty: 4319.485352
	Iteration 11Q: 3 clusters Score -652400.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -652452.437500 Penalty: 4319.485352
	Iteration 12Q: 3 clusters Score -652452.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -652493.500000 Penalty: 4319.485352
	Iteration 13Q: 3 clusters Score -652493.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -652536.000000 Penalty: 4319.485352
	Iteration 14Q: 3 clusters Score -652536 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -652579.750000 Penalty: 4319.485352
	Iteration 15Q: 3 clusters Score -652579.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -652627.750000 Penalty: 4319.485352
	Iteration 16Q: 3 clusters Score -652627.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -652673.812500 Penalty: 4319.485352
	Iteration 17Q: 3 clusters Score -652673.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -652711.875000 Penalty: 4319.485352
	Iteration 18Q: 3 clusters Score -652711.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -652742.750000 Penalty: 4319.485352
	Iteration 19Q: 3 clusters Score -652742.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -652765.562500 Penalty: 4319.485352
	Iteration 20F: 3 clusters Score -652765.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -652793.875000 Penalty: 4319.485352
	Iteration 21Q: 3 clusters Score -652793.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -652824.375000 Penalty: 4319.485352
	Iteration 22Q: 3 clusters Score -652824.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -652850.875000 Penalty: 4319.485352
	Iteration 23Q: 3 clusters Score -652850.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -652873.500000 Penalty: 4319.485352
	Iteration 24Q: 3 clusters Score -652873.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -652897.312500 Penalty: 4319.485352
	Iteration 25Q: 3 clusters Score -652897.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -652918.687500 Penalty: 4319.485352
	Iteration 26Q: 3 clusters Score -652918.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -652944.000000 Penalty: 4319.485352
	Iteration 27Q: 3 clusters Score -652944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -652962.875000 Penalty: 4319.485352
	Iteration 28Q: 3 clusters Score -652962.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -652974.875000 Penalty: 4319.485352
	Iteration 29Q: 3 clusters Score -652974.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -652984.437500 Penalty: 4319.485352
	Iteration 30Q: 3 clusters Score -652984.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -652999.500000 Penalty: 4319.485352
	Iteration 31Q: 3 clusters Score -652999.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -653008.312500 Penalty: 4319.485352
	Iteration 32Q: 3 clusters Score -653008.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -653012.500000 Penalty: 4319.485352
	Iteration 33Q: 3 clusters Score -653012.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -653019.312500 Penalty: 4319.485352
	Iteration 34Q: 3 clusters Score -653019.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -653028.875000 Penalty: 4319.485352
	Iteration 35Q: 3 clusters Score -653028.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -653038.687500 Penalty: 4319.485352
	Iteration 36Q: 3 clusters Score -653038.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -653044.687500 Penalty: 4319.485352
	Iteration 37Q: 3 clusters Score -653044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -653048.937500 Penalty: 4319.485352
	Iteration 38Q: 3 clusters Score -653048.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -653051.625000 Penalty: 4319.485352
	Iteration 39Q: 3 clusters Score -653051.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -653055.187500 Penalty: 4319.485352
	Iteration 40F: 3 clusters Score -653055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -653062.187500 Penalty: 4319.485352
	Iteration 41Q: 3 clusters Score -653062.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -653064.437500 Penalty: 4319.485352
	Iteration 42Q: 3 clusters Score -653064.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -653066.125000 Penalty: 4319.485352
	Iteration 43Q: 3 clusters Score -653066.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -653068.500000 Penalty: 4319.485352
	Iteration 44Q: 3 clusters Score -653068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -653069.437500 Penalty: 4319.485352
	Iteration 45Q: 3 clusters Score -653069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -653068.875000 Penalty: 4319.485352
	Iteration 46Q: 3 clusters Score -653068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -653068.875000 Penalty: 4319.485352
	Iteration 47F: 3 clusters Score -653068.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Entering Unmasked Estep 
Score: -1721589.750000 Penalty: 2383.027588
	Iteration 0F: 2 clusters Score -1721590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1710820.500000 Penalty: 4766.055176
	Iteration 0F: 3 clusters Score -1710820 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1714296.625000 Penalty: 4766.055176
	Iteration 1F: 3 clusters Score -1714297 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1714996.375000 Penalty: 4766.055176
	Iteration 2F: 3 clusters Score -1714996 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1715800.750000 Penalty: 4766.055176
	Iteration 3F: 3 clusters Score -1715801 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1716677.500000 Penalty: 4766.055176
	Iteration 4F: 3 clusters Score -1716678 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1717581.875000 Penalty: 4766.055176
	Iteration 5F: 3 clusters Score -1717582 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1718365.125000 Penalty: 4766.055176
	Iteration 6F: 3 clusters Score -1718365 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1719043.875000 Penalty: 4766.055176
	Iteration 7F: 3 clusters Score -1719044 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1719498.250000 Penalty: 4766.055176
	Iteration 8Q: 3 clusters Score -1719498 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1719842.625000 Penalty: 4766.055176
	Iteration 9Q: 3 clusters Score -1719843 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1720153.750000 Penalty: 4766.055176
	Iteration 10Q: 3 clusters Score -1720154 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1720436.375000 Penalty: 4766.055176
	Iteration 11Q: 3 clusters Score -1720436 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1720678.250000 Penalty: 4766.055176
	Iteration 12Q: 3 clusters Score -1720678 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1720873.625000 Penalty: 4766.055176
	Iteration 13Q: 3 clusters Score -1720874 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1721016.000000 Penalty: 4766.055176
	Iteration 14Q: 3 clusters Score -1721016 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1721119.000000 Penalty: 4766.055176
	Iteration 15Q: 3 clusters Score -1721119 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1721168.875000 Penalty: 4766.055176
	Iteration 16Q: 3 clusters Score -1721169 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1721193.875000 Penalty: 4766.055176
	Iteration 17Q: 3 clusters Score -1721194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1721205.625000 Penalty: 4766.055176
	Iteration 18Q: 3 clusters Score -1721206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1721216.875000 Penalty: 4766.055176
	Iteration 19Q: 3 clusters Score -1721217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1721219.625000 Penalty: 4766.055176
	Iteration 20F: 3 clusters Score -1721220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1721226.500000 Penalty: 4766.055176
	Iteration 21Q: 3 clusters Score -1721226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1721227.000000 Penalty: 4766.055176
	Iteration 22Q: 3 clusters Score -1721227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1721232.500000 Penalty: 4766.055176
	Iteration 23Q: 3 clusters Score -1721232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1721230.750000 Penalty: 4766.055176
	Iteration 24Q: 3 clusters Score -1721231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1721232.750000 Penalty: 4766.055176
	Iteration 25Q: 3 clusters Score -1721233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1721233.875000 Penalty: 4766.055176
	Iteration 26Q: 3 clusters Score -1721234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1721237.125000 Penalty: 4766.055176
	Iteration 27Q: 3 clusters Score -1721237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1721236.750000 Penalty: 4766.055176
	Iteration 28Q: 3 clusters Score -1721237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1721234.125000 Penalty: 4766.055176
	Iteration 29Q: 3 clusters Score -1721234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1721241.375000 Penalty: 4766.055176
	Iteration 30Q: 3 clusters Score -1721241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1721246.000000 Penalty: 4766.055176
	Iteration 31Q: 3 clusters Score -1721246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1721244.875000 Penalty: 4766.055176
	Iteration 32Q: 3 clusters Score -1721245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1721245.250000 Penalty: 4766.055176
	Iteration 33Q: 3 clusters Score -1721245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1721247.375000 Penalty: 4766.055176
	Iteration 34Q: 3 clusters Score -1721247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1721245.625000 Penalty: 4766.055176
	Iteration 35Q: 3 clusters Score -1721246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1721245.625000 Penalty: 4766.055176
	Iteration 36Q: 3 clusters Score -1721246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1721246.375000 Penalty: 4766.055176
	Iteration 37Q: 3 clusters Score -1721246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1721246.875000 Penalty: 4766.055176
	Iteration 38Q: 3 clusters Score -1721247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1721246.625000 Penalty: 4766.055176
	Iteration 39Q: 3 clusters Score -1721247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1721247.875000 Penalty: 4766.055176
	Iteration 40F: 3 clusters Score -1721248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1721246.625000 Penalty: 4766.055176
	Iteration 41Q: 3 clusters Score -1721247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1721252.500000 Penalty: 4766.055176
	Iteration 42Q: 3 clusters Score -1721252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1721253.000000 Penalty: 4766.055176
	Iteration 43Q: 3 clusters Score -1721253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1721254.875000 Penalty: 4766.055176
	Iteration 44Q: 3 clusters Score -1721255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1721260.000000 Penalty: 4766.055176
	Iteration 45Q: 3 clusters Score -1721260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1721264.125000 Penalty: 4766.055176
	Iteration 46Q: 3 clusters Score -1721264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1721264.500000 Penalty: 4766.055176
	Iteration 47Q: 3 clusters Score -1721264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1721263.875000 Penalty: 4766.055176
	Iteration 48Q: 3 clusters Score -1721264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1721263.875000 Penalty: 4766.055176
	Iteration 49F: 3 clusters Score -1721264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Entering Unmasked Estep 
Score: -6272970.500000 Penalty: 2696.484375
	Iteration 0F: 2 clusters Score -6272970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -6237555.000000 Penalty: 5392.968750
	Iteration 0F: 3 clusters Score -6237555 nChanged 24404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -6250894.500000 Penalty: 5392.968750
	Iteration 1F: 3 clusters Score -6250894 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -6251460.000000 Penalty: 5392.968750
	Iteration 2Q: 3 clusters Score -6251460 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -6252042.500000 Penalty: 5392.968750
	Iteration 3Q: 3 clusters Score -6252042 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -6252611.000000 Penalty: 5392.968750
	Iteration 4Q: 3 clusters Score -6252611 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -6253264.000000 Penalty: 5392.968750
	Iteration 5Q: 3 clusters Score -6253264 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -6254114.500000 Penalty: 5392.968750
	Iteration 6Q: 3 clusters Score -6254114 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -6255478.000000 Penalty: 5392.968750
	Iteration 7F: 3 clusters Score -6255478 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -6257518.500000 Penalty: 5392.968750
	Iteration 8F: 3 clusters Score -6257518 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -6260356.000000 Penalty: 5392.968750
	Iteration 9F: 3 clusters Score -6260356 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -6263473.000000 Penalty: 5392.968750
	Iteration 10F: 3 clusters Score -6263473 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -6266279.500000 Penalty: 5392.968750
	Iteration 11F: 3 clusters Score -6266280 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -6268214.000000 Penalty: 5392.968750
	Iteration 12Q: 3 clusters Score -6268214 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -6269351.000000 Penalty: 5392.968750
	Iteration 13Q: 3 clusters Score -6269351 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -6269959.000000 Penalty: 5392.968750
	Iteration 14Q: 3 clusters Score -6269959 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -6270304.000000 Penalty: 5392.968750
	Iteration 15Q: 3 clusters Score -6270304 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -6270522.000000 Penalty: 5392.968750
	Iteration 16Q: 3 clusters Score -6270522 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -6270641.500000 Penalty: 5392.968750
	Iteration 17Q: 3 clusters Score -6270642 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -6270751.500000 Penalty: 5392.968750
	Iteration 18Q: 3 clusters Score -6270752 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -6270820.500000 Penalty: 5392.968750
	Iteration 19Q: 3 clusters Score -6270820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -6270859.000000 Penalty: 5392.968750
	Iteration 20F: 3 clusters Score -6270859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -6270880.000000 Penalty: 5392.968750
	Iteration 21Q: 3 clusters Score -6270880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -6270889.500000 Penalty: 5392.968750
	Iteration 22Q: 3 clusters Score -6270890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -6270908.500000 Penalty: 5392.968750
	Iteration 23Q: 3 clusters Score -6270908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -6270928.000000 Penalty: 5392.968750
	Iteration 24Q: 3 clusters Score -6270928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -6270918.000000 Penalty: 5392.968750
	Iteration 25Q: 3 clusters Score -6270918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -6270922.000000 Penalty: 5392.968750
	Iteration 26Q: 3 clusters Score -6270922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -6270928.000000 Penalty: 5392.968750
	Iteration 27Q: 3 clusters Score -6270928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -6270922.000000 Penalty: 5392.968750
	Iteration 28Q: 3 clusters Score -6270922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -6270920.000000 Penalty: 5392.968750
	Iteration 29Q: 3 clusters Score -6270920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -6270920.000000 Penalty: 5392.968750
	Iteration 30F: 3 clusters Score -6270920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Entering Unmasked Estep 
Score: -1063529.250000 Penalty: 2263.377930
	Iteration 0F: 2 clusters Score -1063529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1056350.375000 Penalty: 4526.755859
	Iteration 0F: 3 clusters Score -1056350 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1058422.875000 Penalty: 4526.755859
	Iteration 1F: 3 clusters Score -1058423 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1058820.750000 Penalty: 4526.755859
	Iteration 2F: 3 clusters Score -1058821 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1059172.500000 Penalty: 4526.755859
	Iteration 3F: 3 clusters Score -1059172 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1059452.750000 Penalty: 4526.755859
	Iteration 4F: 3 clusters Score -1059453 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1059691.000000 Penalty: 4526.755859
	Iteration 5Q: 3 clusters Score -1059691 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1059898.750000 Penalty: 4526.755859
	Iteration 6Q: 3 clusters Score -1059899 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1060084.625000 Penalty: 4526.755859
	Iteration 7Q: 3 clusters Score -1060085 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1060279.375000 Penalty: 4526.755859
	Iteration 8Q: 3 clusters Score -1060279 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1060485.250000 Penalty: 4526.755859
	Iteration 9Q: 3 clusters Score -1060485 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1060686.250000 Penalty: 4526.755859
	Iteration 10Q: 3 clusters Score -1060686 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1060908.625000 Penalty: 4526.755859
	Iteration 11Q: 3 clusters Score -1060909 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1061137.125000 Penalty: 4526.755859
	Iteration 12Q: 3 clusters Score -1061137 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1061348.625000 Penalty: 4526.755859
	Iteration 13Q: 3 clusters Score -1061349 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1061484.750000 Penalty: 4526.755859
	Iteration 14Q: 3 clusters Score -1061485 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1061576.375000 Penalty: 4526.755859
	Iteration 15Q: 3 clusters Score -1061576 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1061650.750000 Penalty: 4526.755859
	Iteration 16Q: 3 clusters Score -1061651 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1061712.125000 Penalty: 4526.755859
	Iteration 17Q: 3 clusters Score -1061712 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1061757.250000 Penalty: 4526.755859
	Iteration 18Q: 3 clusters Score -1061757 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1061792.375000 Penalty: 4526.755859
	Iteration 19Q: 3 clusters Score -1061792 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1061823.750000 Penalty: 4526.755859
	Iteration 20F: 3 clusters Score -1061824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1061849.875000 Penalty: 4526.755859
	Iteration 21Q: 3 clusters Score -1061850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1061873.000000 Penalty: 4526.755859
	Iteration 22Q: 3 clusters Score -1061873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1061889.125000 Penalty: 4526.755859
	Iteration 23Q: 3 clusters Score -1061889 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1061908.125000 Penalty: 4526.755859
	Iteration 24Q: 3 clusters Score -1061908 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1061924.375000 Penalty: 4526.755859
	Iteration 25Q: 3 clusters Score -1061924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1061933.875000 Penalty: 4526.755859
	Iteration 26Q: 3 clusters Score -1061934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1061947.625000 Penalty: 4526.755859
	Iteration 27Q: 3 clusters Score -1061948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1061955.250000 Penalty: 4526.755859
	Iteration 28Q: 3 clusters Score -1061955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1061960.750000 Penalty: 4526.755859
	Iteration 29Q: 3 clusters Score -1061961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1061973.375000 Penalty: 4526.755859
	Iteration 30Q: 3 clusters Score -1061973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1061980.500000 Penalty: 4526.755859
	Iteration 31Q: 3 clusters Score -1061980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1061982.000000 Penalty: 4526.755859
	Iteration 32Q: 3 clusters Score -1061982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1061984.000000 Penalty: 4526.755859
	Iteration 33Q: 3 clusters Score -1061984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1061986.250000 Penalty: 4526.755859
	Iteration 34Q: 3 clusters Score -1061986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1061987.625000 Penalty: 4526.755859
	Iteration 35Q: 3 clusters Score -1061988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1061987.375000 Penalty: 4526.755859
	Iteration 36Q: 3 clusters Score -1061987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1061990.000000 Penalty: 4526.755859
	Iteration 37Q: 3 clusters Score -1061990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1061989.375000 Penalty: 4526.755859
	Iteration 38Q: 3 clusters Score -1061989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1061991.125000 Penalty: 4526.755859
	Iteration 39Q: 3 clusters Score -1061991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1061991.375000 Penalty: 4526.755859
	Iteration 40F: 3 clusters Score -1061991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1061991.750000 Penalty: 4526.755859
	Iteration 41Q: 3 clusters Score -1061992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1061991.500000 Penalty: 4526.755859
	Iteration 42Q: 3 clusters Score -1061992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1061993.625000 Penalty: 4526.755859
	Iteration 43Q: 3 clusters Score -1061994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1061996.250000 Penalty: 4526.755859
	Iteration 44Q: 3 clusters Score -1061996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1061997.500000 Penalty: 4526.755859
	Iteration 45Q: 3 clusters Score -1061998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1061996.875000 Penalty: 4526.755859
	Iteration 46Q: 3 clusters Score -1061997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1061996.375000 Penalty: 4526.755859
	Iteration 47Q: 3 clusters Score -1061996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1061995.875000 Penalty: 4526.755859
	Iteration 48Q: 3 clusters Score -1061996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1061995.875000 Penalty: 4526.755859
	Iteration 49F: 3 clusters Score -1061996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Entering Unmasked Estep 
Score: -1246887.125000 Penalty: 2297.136963
	Iteration 0F: 2 clusters Score -1246887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1238851.750000 Penalty: 4594.273926
	Iteration 0F: 3 clusters Score -1238852 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1241158.375000 Penalty: 4594.273926
	Iteration 1F: 3 clusters Score -1241158 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1241448.000000 Penalty: 4594.273926
	Iteration 2F: 3 clusters Score -1241448 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1241640.625000 Penalty: 4594.273926
	Iteration 3Q: 3 clusters Score -1241641 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1241774.250000 Penalty: 4594.273926
	Iteration 4Q: 3 clusters Score -1241774 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1241882.000000 Penalty: 4594.273926
	Iteration 5Q: 3 clusters Score -1241882 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1241975.625000 Penalty: 4594.273926
	Iteration 6Q: 3 clusters Score -1241976 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1242066.375000 Penalty: 4594.273926
	Iteration 7Q: 3 clusters Score -1242066 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1242152.125000 Penalty: 4594.273926
	Iteration 8Q: 3 clusters Score -1242152 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1242222.500000 Penalty: 4594.273926
	Iteration 9Q: 3 clusters Score -1242222 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1242303.875000 Penalty: 4594.273926
	Iteration 10Q: 3 clusters Score -1242304 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1242392.750000 Penalty: 4594.273926
	Iteration 11Q: 3 clusters Score -1242393 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1242502.500000 Penalty: 4594.273926
	Iteration 12Q: 3 clusters Score -1242502 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1242633.375000 Penalty: 4594.273926
	Iteration 13Q: 3 clusters Score -1242633 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1242759.875000 Penalty: 4594.273926
	Iteration 14Q: 3 clusters Score -1242760 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1242889.375000 Penalty: 4594.273926
	Iteration 15Q: 3 clusters Score -1242889 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1243028.875000 Penalty: 4594.273926
	Iteration 16Q: 3 clusters Score -1243029 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1243204.875000 Penalty: 4594.273926
	Iteration 17Q: 3 clusters Score -1243205 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1243372.500000 Penalty: 4594.273926
	Iteration 18Q: 3 clusters Score -1243372 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1243530.125000 Penalty: 4594.273926
	Iteration 19Q: 3 clusters Score -1243530 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1243676.625000 Penalty: 4594.273926
	Iteration 20F: 3 clusters Score -1243677 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1243812.375000 Penalty: 4594.273926
	Iteration 21Q: 3 clusters Score -1243812 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1243932.625000 Penalty: 4594.273926
	Iteration 22Q: 3 clusters Score -1243933 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1244036.625000 Penalty: 4594.273926
	Iteration 23Q: 3 clusters Score -1244037 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1244123.000000 Penalty: 4594.273926
	Iteration 24Q: 3 clusters Score -1244123 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1244210.750000 Penalty: 4594.273926
	Iteration 25Q: 3 clusters Score -1244211 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1244286.500000 Penalty: 4594.273926
	Iteration 26Q: 3 clusters Score -1244286 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1244355.375000 Penalty: 4594.273926
	Iteration 27Q: 3 clusters Score -1244355 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1244414.500000 Penalty: 4594.273926
	Iteration 28Q: 3 clusters Score -1244414 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1244464.750000 Penalty: 4594.273926
	Iteration 29Q: 3 clusters Score -1244465 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1244515.875000 Penalty: 4594.273926
	Iteration 30Q: 3 clusters Score -1244516 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1244553.000000 Penalty: 4594.273926
	Iteration 31Q: 3 clusters Score -1244553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1244588.750000 Penalty: 4594.273926
	Iteration 32Q: 3 clusters Score -1244589 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1244624.000000 Penalty: 4594.273926
	Iteration 33Q: 3 clusters Score -1244624 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1244654.750000 Penalty: 4594.273926
	Iteration 34Q: 3 clusters Score -1244655 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1244689.375000 Penalty: 4594.273926
	Iteration 35Q: 3 clusters Score -1244689 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1244725.875000 Penalty: 4594.273926
	Iteration 36Q: 3 clusters Score -1244726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1244757.500000 Penalty: 4594.273926
	Iteration 37Q: 3 clusters Score -1244758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1244778.375000 Penalty: 4594.273926
	Iteration 38Q: 3 clusters Score -1244778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1244805.125000 Penalty: 4594.273926
	Iteration 39Q: 3 clusters Score -1244805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1244841.875000 Penalty: 4594.273926
	Iteration 40F: 3 clusters Score -1244842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1244868.375000 Penalty: 4594.273926
	Iteration 41Q: 3 clusters Score -1244868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1244884.000000 Penalty: 4594.273926
	Iteration 42Q: 3 clusters Score -1244884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1244902.875000 Penalty: 4594.273926
	Iteration 43Q: 3 clusters Score -1244903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1244914.125000 Penalty: 4594.273926
	Iteration 44Q: 3 clusters Score -1244914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1244921.250000 Penalty: 4594.273926
	Iteration 45Q: 3 clusters Score -1244921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1244928.875000 Penalty: 4594.273926
	Iteration 46Q: 3 clusters Score -1244929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1244943.375000 Penalty: 4594.273926
	Iteration 47Q: 3 clusters Score -1244943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1244950.000000 Penalty: 4594.273926
	Iteration 48Q: 3 clusters Score -1244950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1244956.125000 Penalty: 4594.273926
	Iteration 49Q: 3 clusters Score -1244956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1244959.625000 Penalty: 4594.273926
	Iteration 50Q: 3 clusters Score -1244960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1244966.750000 Penalty: 4594.273926
	Iteration 51Q: 3 clusters Score -1244967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1244972.125000 Penalty: 4594.273926
	Iteration 52Q: 3 clusters Score -1244972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1244976.750000 Penalty: 4594.273926
	Iteration 53Q: 3 clusters Score -1244977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1244980.125000 Penalty: 4594.273926
	Iteration 54Q: 3 clusters Score -1244980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1244983.875000 Penalty: 4594.273926
	Iteration 55Q: 3 clusters Score -1244984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1244987.750000 Penalty: 4594.273926
	Iteration 56Q: 3 clusters Score -1244988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1244989.500000 Penalty: 4594.273926
	Iteration 57Q: 3 clusters Score -1244990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1244994.375000 Penalty: 4594.273926
	Iteration 58Q: 3 clusters Score -1244994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1245000.250000 Penalty: 4594.273926
	Iteration 59Q: 3 clusters Score -1245000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1245003.375000 Penalty: 4594.273926
	Iteration 60F: 3 clusters Score -1245003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1245005.750000 Penalty: 4594.273926
	Iteration 61Q: 3 clusters Score -1245006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1245011.625000 Penalty: 4594.273926
	Iteration 62Q: 3 clusters Score -1245012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1245017.750000 Penalty: 4594.273926
	Iteration 63Q: 3 clusters Score -1245018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1245020.875000 Penalty: 4594.273926
	Iteration 64Q: 3 clusters Score -1245021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1245025.125000 Penalty: 4594.273926
	Iteration 65Q: 3 clusters Score -1245025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1245026.125000 Penalty: 4594.273926
	Iteration 66Q: 3 clusters Score -1245026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1245026.125000 Penalty: 4594.273926
	Iteration 67F: 3 clusters Score -1245026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Entering Unmasked Estep 
Score: -4227154.500000 Penalty: 2598.723389
	Iteration 0F: 2 clusters Score -4227154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4202899.500000 Penalty: 5197.446777
	Iteration 0F: 3 clusters Score -4202900 nChanged 16265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -4211749.000000 Penalty: 5197.446777
	Iteration 1F: 3 clusters Score -4211749 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -4212272.500000 Penalty: 5197.446777
	Iteration 2Q: 3 clusters Score -4212272 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -4212750.000000 Penalty: 5197.446777
	Iteration 3Q: 3 clusters Score -4212750 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -4213287.500000 Penalty: 5197.446777
	Iteration 4Q: 3 clusters Score -4213288 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -4213920.500000 Penalty: 5197.446777
	Iteration 5Q: 3 clusters Score -4213920 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -4214710.000000 Penalty: 5197.446777
	Iteration 6Q: 3 clusters Score -4214710 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -4215828.500000 Penalty: 5197.446777
	Iteration 7F: 3 clusters Score -4215828 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -4217527.000000 Penalty: 5197.446777
	Iteration 8F: 3 clusters Score -4217527 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -4219616.000000 Penalty: 5197.446777
	Iteration 9F: 3 clusters Score -4219616 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4221642.000000 Penalty: 5197.446777
	Iteration 10F: 3 clusters Score -4221642 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4223142.500000 Penalty: 5197.446777
	Iteration 11Q: 3 clusters Score -4223142 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4224055.000000 Penalty: 5197.446777
	Iteration 12Q: 3 clusters Score -4224055 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4224480.000000 Penalty: 5197.446777
	Iteration 13Q: 3 clusters Score -4224480 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4224720.000000 Penalty: 5197.446777
	Iteration 14Q: 3 clusters Score -4224720 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4224846.000000 Penalty: 5197.446777
	Iteration 15Q: 3 clusters Score -4224846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4224913.500000 Penalty: 5197.446777
	Iteration 16Q: 3 clusters Score -4224914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4224951.500000 Penalty: 5197.446777
	Iteration 17Q: 3 clusters Score -4224952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4224985.500000 Penalty: 5197.446777
	Iteration 18Q: 3 clusters Score -4224986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4225008.000000 Penalty: 5197.446777
	Iteration 19Q: 3 clusters Score -4225008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4225023.500000 Penalty: 5197.446777
	Iteration 20F: 3 clusters Score -4225024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4225047.000000 Penalty: 5197.446777
	Iteration 21Q: 3 clusters Score -4225047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4225054.000000 Penalty: 5197.446777
	Iteration 22Q: 3 clusters Score -4225054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4225059.000000 Penalty: 5197.446777
	Iteration 23Q: 3 clusters Score -4225059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4225066.000000 Penalty: 5197.446777
	Iteration 24Q: 3 clusters Score -4225066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4225066.000000 Penalty: 5197.446777
	Iteration 25Q: 3 clusters Score -4225066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4225069.500000 Penalty: 5197.446777
	Iteration 26Q: 3 clusters Score -4225070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4225070.500000 Penalty: 5197.446777
	Iteration 27Q: 3 clusters Score -4225070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4225076.500000 Penalty: 5197.446777
	Iteration 28Q: 3 clusters Score -4225076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4225072.000000 Penalty: 5197.446777
	Iteration 29Q: 3 clusters Score -4225072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4225075.000000 Penalty: 5197.446777
	Iteration 30Q: 3 clusters Score -4225075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4225080.500000 Penalty: 5197.446777
	Iteration 31Q: 3 clusters Score -4225080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4225079.000000 Penalty: 5197.446777
	Iteration 32Q: 3 clusters Score -4225079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4225081.500000 Penalty: 5197.446777
	Iteration 33Q: 3 clusters Score -4225082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4225085.500000 Penalty: 5197.446777
	Iteration 34Q: 3 clusters Score -4225086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4225084.000000 Penalty: 5197.446777
	Iteration 35Q: 3 clusters Score -4225084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4225084.000000 Penalty: 5197.446777
	Iteration 36F: 3 clusters Score -4225084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Entering Unmasked Estep 
Score: -5018884.000000 Penalty: 2640.619629
	Iteration 0F: 2 clusters Score -5018884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -4990486.000000 Penalty: 5281.239258
	Iteration 0F: 3 clusters Score -4990486 nChanged 19238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -5001144.500000 Penalty: 5281.239258
	Iteration 1F: 3 clusters Score -5001144 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -5001868.500000 Penalty: 5281.239258
	Iteration 2Q: 3 clusters Score -5001868 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -5002622.500000 Penalty: 5281.239258
	Iteration 3Q: 3 clusters Score -5002622 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -5003583.000000 Penalty: 5281.239258
	Iteration 4Q: 3 clusters Score -5003583 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -5004950.500000 Penalty: 5281.239258
	Iteration 5F: 3 clusters Score -5004950 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -5006658.000000 Penalty: 5281.239258
	Iteration 6F: 3 clusters Score -5006658 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -5008856.000000 Penalty: 5281.239258
	Iteration 7F: 3 clusters Score -5008856 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -5011078.500000 Penalty: 5281.239258
	Iteration 8F: 3 clusters Score -5011078 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -5012930.500000 Penalty: 5281.239258
	Iteration 9Q: 3 clusters Score -5012930 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -5014174.500000 Penalty: 5281.239258
	Iteration 10Q: 3 clusters Score -5014174 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -5014839.500000 Penalty: 5281.239258
	Iteration 11Q: 3 clusters Score -5014840 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -5015211.000000 Penalty: 5281.239258
	Iteration 12Q: 3 clusters Score -5015211 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -5015438.000000 Penalty: 5281.239258
	Iteration 13Q: 3 clusters Score -5015438 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -5015599.500000 Penalty: 5281.239258
	Iteration 14Q: 3 clusters Score -5015600 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -5015732.500000 Penalty: 5281.239258
	Iteration 15Q: 3 clusters Score -5015732 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -5015866.000000 Penalty: 5281.239258
	Iteration 16Q: 3 clusters Score -5015866 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -5015954.500000 Penalty: 5281.239258
	Iteration 17Q: 3 clusters Score -5015954 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -5016022.500000 Penalty: 5281.239258
	Iteration 18Q: 3 clusters Score -5016022 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -5016094.000000 Penalty: 5281.239258
	Iteration 19Q: 3 clusters Score -5016094 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -5016128.500000 Penalty: 5281.239258
	Iteration 20F: 3 clusters Score -5016128 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -5016182.500000 Penalty: 5281.239258
	Iteration 21Q: 3 clusters Score -5016182 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -5016217.000000 Penalty: 5281.239258
	Iteration 22Q: 3 clusters Score -5016217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -5016227.500000 Penalty: 5281.239258
	Iteration 23Q: 3 clusters Score -5016228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -5016255.500000 Penalty: 5281.239258
	Iteration 24Q: 3 clusters Score -5016256 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -5016277.000000 Penalty: 5281.239258
	Iteration 25Q: 3 clusters Score -5016277 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -5016299.000000 Penalty: 5281.239258
	Iteration 26Q: 3 clusters Score -5016299 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -5016322.000000 Penalty: 5281.239258
	Iteration 27Q: 3 clusters Score -5016322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -5016332.000000 Penalty: 5281.239258
	Iteration 28Q: 3 clusters Score -5016332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -5016348.500000 Penalty: 5281.239258
	Iteration 29Q: 3 clusters Score -5016348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -5016361.500000 Penalty: 5281.239258
	Iteration 30Q: 3 clusters Score -5016362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -5016365.000000 Penalty: 5281.239258
	Iteration 31Q: 3 clusters Score -5016365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -5016383.500000 Penalty: 5281.239258
	Iteration 32Q: 3 clusters Score -5016384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -5016403.500000 Penalty: 5281.239258
	Iteration 33Q: 3 clusters Score -5016404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -5016415.000000 Penalty: 5281.239258
	Iteration 34Q: 3 clusters Score -5016415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -5016419.000000 Penalty: 5281.239258
	Iteration 35Q: 3 clusters Score -5016419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5016428.500000 Penalty: 5281.239258
	Iteration 36Q: 3 clusters Score -5016428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5016433.500000 Penalty: 5281.239258
	Iteration 37Q: 3 clusters Score -5016434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -5016435.500000 Penalty: 5281.239258
	Iteration 38Q: 3 clusters Score -5016436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -5016438.500000 Penalty: 5281.239258
	Iteration 39Q: 3 clusters Score -5016438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -5016451.500000 Penalty: 5281.239258
	Iteration 40F: 3 clusters Score -5016452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -5016452.000000 Penalty: 5281.239258
	Iteration 41Q: 3 clusters Score -5016452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -5016451.500000 Penalty: 5281.239258
	Iteration 42Q: 3 clusters Score -5016452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -5016457.000000 Penalty: 5281.239258
	Iteration 43Q: 3 clusters Score -5016457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -5016459.000000 Penalty: 5281.239258
	Iteration 44Q: 3 clusters Score -5016459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -5016467.000000 Penalty: 5281.239258
	Iteration 45Q: 3 clusters Score -5016467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -5016468.000000 Penalty: 5281.239258
	Iteration 46Q: 3 clusters Score -5016468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -5016475.000000 Penalty: 5281.239258
	Iteration 47Q: 3 clusters Score -5016475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -5016485.500000 Penalty: 5281.239258
	Iteration 48Q: 3 clusters Score -5016486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -5016495.500000 Penalty: 5281.239258
	Iteration 49Q: 3 clusters Score -5016496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -5016514.000000 Penalty: 5281.239258
	Iteration 50Q: 3 clusters Score -5016514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -5016518.000000 Penalty: 5281.239258
	Iteration 51Q: 3 clusters Score -5016518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -5016532.500000 Penalty: 5281.239258
	Iteration 52Q: 3 clusters Score -5016532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -5016542.000000 Penalty: 5281.239258
	Iteration 53Q: 3 clusters Score -5016542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -5016548.000000 Penalty: 5281.239258
	Iteration 54Q: 3 clusters Score -5016548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -5016553.000000 Penalty: 5281.239258
	Iteration 55Q: 3 clusters Score -5016553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -5016567.000000 Penalty: 5281.239258
	Iteration 56Q: 3 clusters Score -5016567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -5016575.500000 Penalty: 5281.239258
	Iteration 57Q: 3 clusters Score -5016576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -5016588.500000 Penalty: 5281.239258
	Iteration 58Q: 3 clusters Score -5016588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5016584.500000 Penalty: 5281.239258
	Iteration 59Q: 3 clusters Score -5016584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -5016592.000000 Penalty: 5281.239258
	Iteration 60F: 3 clusters Score -5016592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -5016591.500000 Penalty: 5281.239258
	Iteration 61Q: 3 clusters Score -5016592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -5016601.000000 Penalty: 5281.239258
	Iteration 62Q: 3 clusters Score -5016601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -5016610.500000 Penalty: 5281.239258
	Iteration 63Q: 3 clusters Score -5016610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -5016614.000000 Penalty: 5281.239258
	Iteration 64Q: 3 clusters Score -5016614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -5016614.500000 Penalty: 5281.239258
	Iteration 65Q: 3 clusters Score -5016614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -5016616.000000 Penalty: 5281.239258
	Iteration 66Q: 3 clusters Score -5016616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -5016625.000000 Penalty: 5281.239258
	Iteration 67Q: 3 clusters Score -5016625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5016621.000000 Penalty: 5281.239258
	Iteration 68Q: 3 clusters Score -5016621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -5016623.500000 Penalty: 5281.239258
	Iteration 69Q: 3 clusters Score -5016624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -5016622.000000 Penalty: 5281.239258
	Iteration 70Q: 3 clusters Score -5016622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -5016633.000000 Penalty: 5281.239258
	Iteration 71Q: 3 clusters Score -5016633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -5016640.000000 Penalty: 5281.239258
	Iteration 72Q: 3 clusters Score -5016640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -5016639.500000 Penalty: 5281.239258
	Iteration 73Q: 3 clusters Score -5016640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -5016653.000000 Penalty: 5281.239258
	Iteration 74Q: 3 clusters Score -5016653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -5016647.500000 Penalty: 5281.239258
	Iteration 75Q: 3 clusters Score -5016648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -5016651.000000 Penalty: 5281.239258
	Iteration 76Q: 3 clusters Score -5016651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -5016646.500000 Penalty: 5281.239258
	Iteration 77Q: 3 clusters Score -5016646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -5016648.500000 Penalty: 5281.239258
	Iteration 78Q: 3 clusters Score -5016648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -5016642.500000 Penalty: 5281.239258
	Iteration 79Q: 3 clusters Score -5016642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -5016647.000000 Penalty: 5281.239258
	Iteration 80F: 3 clusters Score -5016647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -5016653.500000 Penalty: 5281.239258
	Iteration 81Q: 3 clusters Score -5016654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -5016646.500000 Penalty: 5281.239258
	Iteration 82Q: 3 clusters Score -5016646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -5016653.500000 Penalty: 5281.239258
	Iteration 83Q: 3 clusters Score -5016654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -5016648.000000 Penalty: 5281.239258
	Iteration 84Q: 3 clusters Score -5016648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5016648.000000 Penalty: 5281.239258
	Iteration 85Q: 3 clusters Score -5016648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -5016646.000000 Penalty: 5281.239258
	Iteration 86Q: 3 clusters Score -5016646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -5016654.000000 Penalty: 5281.239258
	Iteration 87Q: 3 clusters Score -5016654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -5016654.000000 Penalty: 5281.239258
	Iteration 88Q: 3 clusters Score -5016654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5016651.000000 Penalty: 5281.239258
	Iteration 89Q: 3 clusters Score -5016651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -5016653.500000 Penalty: 5281.239258
	Iteration 90Q: 3 clusters Score -5016654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -5016653.500000 Penalty: 5281.239258
	Iteration 91F: 3 clusters Score -5016654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -556897.125000 Penalty: 2116.834473
	Iteration 0F: 2 clusters Score -556897.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -552289.312500 Penalty: 4233.668945
	Iteration 0F: 3 clusters Score -552289.3 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -553415.875000 Penalty: 4233.668945
	Iteration 1F: 3 clusters Score -553415.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -553646.437500 Penalty: 4233.668945
	Iteration 2F: 3 clusters Score -553646.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -553844.875000 Penalty: 4233.668945
	Iteration 3F: 3 clusters Score -553844.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -554051.812500 Penalty: 4233.668945
	Iteration 4F: 3 clusters Score -554051.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -554307.312500 Penalty: 4233.668945
	Iteration 5F: 3 clusters Score -554307.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -554622.625000 Penalty: 4233.668945
	Iteration 6F: 3 clusters Score -554622.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -555005.375000 Penalty: 4233.668945
	Iteration 7F: 3 clusters Score -555005.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -555309.812500 Penalty: 4233.668945
	Iteration 8F: 3 clusters Score -555309.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -555535.125000 Penalty: 4233.668945
	Iteration 9F: 3 clusters Score -555535.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -555660.375000 Penalty: 4233.668945
	Iteration 10Q: 3 clusters Score -555660.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -555751.437500 Penalty: 4233.668945
	Iteration 11Q: 3 clusters Score -555751.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -555811.062500 Penalty: 4233.668945
	Iteration 12Q: 3 clusters Score -555811.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -555848.437500 Penalty: 4233.668945
	Iteration 13Q: 3 clusters Score -555848.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -555876.812500 Penalty: 4233.668945
	Iteration 14Q: 3 clusters Score -555876.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -555908.000000 Penalty: 4233.668945
	Iteration 15Q: 3 clusters Score -555908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -555929.375000 Penalty: 4233.668945
	Iteration 16Q: 3 clusters Score -555929.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -555940.125000 Penalty: 4233.668945
	Iteration 17Q: 3 clusters Score -555940.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -555949.000000 Penalty: 4233.668945
	Iteration 18Q: 3 clusters Score -555949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -555953.625000 Penalty: 4233.668945
	Iteration 19Q: 3 clusters Score -555953.6 nChanged 12
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: -555958.625000 Penalty: 4233.668945
	Iteration 20F: 3 clusters Score -555958.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -555962.937500 Penalty: 4233.668945
	Iteration 21Q: 3 clusters Score -555962.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -555968.187500 Penalty: 4233.668945
	Iteration 22Q: 3 clusters Score -555968.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -555971.000000 Penalty: 4233.668945
	Iteration 23Q: 3 clusters Score -555971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -555977.875000 Penalty: 4233.668945
	Iteration 24Q: 3 clusters Score -555977.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -555980.312500 Penalty: 4233.668945
	Iteration 25Q: 3 clusters Score -555980.3 nChanged 6
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: -555981.875000 Penalty: 4233.668945
	Iteration 26Q: 3 clusters Score -555981.9 nChanged 6
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: -555984.500000 Penalty: 4233.668945
	Iteration 27Q: 3 clusters Score -555984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -555985.437500 Penalty: 4233.668945
	Iteration 28Q: 3 clusters Score -555985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -555985.687500 Penalty: 4233.668945
	Iteration 29Q: 3 clusters Score -555985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -555988.375000 Penalty: 4233.668945
	Iteration 30Q: 3 clusters Score -555988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -555989.437500 Penalty: 4233.668945
	Iteration 31Q: 3 clusters Score -555989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -555990.437500 Penalty: 4233.668945
	Iteration 32Q: 3 clusters Score -555990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -555990.562500 Penalty: 4233.668945
	Iteration 33Q: 3 clusters Score -555990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -555989.687500 Penalty: 4233.668945
	Iteration 34Q: 3 clusters Score -555989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -555989.937500 Penalty: 4233.668945
	Iteration 35Q: 3 clusters Score -555989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -555991.375000 Penalty: 4233.668945
	Iteration 36Q: 3 clusters Score -555991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -555993.562500 Penalty: 4233.668945
	Iteration 37Q: 3 clusters Score -555993.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -555994.312500 Penalty: 4233.668945
	Iteration 38Q: 3 clusters Score -555994.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -555997.375000 Penalty: 4233.668945
	Iteration 39Q: 3 clusters Score -555997.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -556000.625000 Penalty: 4233.668945
	Iteration 40F: 3 clusters Score -556000.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -556001.937500 Penalty: 4233.668945
	Iteration 41Q: 3 clusters Score -556001.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -556004.500000 Penalty: 4233.668945
	Iteration 42Q: 3 clusters Score -556004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -556005.125000 Penalty: 4233.668945
	Iteration 43Q: 3 clusters Score -556005.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -556005.312500 Penalty: 4233.668945
	Iteration 44Q: 3 clusters Score -556005.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -556005.312500 Penalty: 4233.668945
	Iteration 45F: 3 clusters Score -556005.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -415856.593750 Penalty: 2045.764893
	Iteration 0F: 2 clusters Score -415856.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -412091.468750 Penalty: 4091.529785
	Iteration 0F: 3 clusters Score -412091.5 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -412960.062500 Penalty: 4091.529785
	Iteration 1F: 3 clusters Score -412960.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -413187.750000 Penalty: 4091.529785
	Iteration 2F: 3 clusters Score -413187.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -413330.687500 Penalty: 4091.529785
	Iteration 3Q: 3 clusters Score -413330.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -413431.687500 Penalty: 4091.529785
	Iteration 4Q: 3 clusters Score -413431.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -413517.312500 Penalty: 4091.529785
	Iteration 5Q: 3 clusters Score -413517.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -413596.437500 Penalty: 4091.529785
	Iteration 6Q: 3 clusters Score -413596.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -413668.031250 Penalty: 4091.529785
	Iteration 7Q: 3 clusters Score -413668 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -413744.468750 Penalty: 4091.529785
	Iteration 8Q: 3 clusters Score -413744.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -413819.281250 Penalty: 4091.529785
	Iteration 9Q: 3 clusters Score -413819.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -413891.781250 Penalty: 4091.529785
	Iteration 10Q: 3 clusters Score -413891.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -413993.156250 Penalty: 4091.529785
	Iteration 11Q: 3 clusters Score -413993.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -414110.156250 Penalty: 4091.529785
	Iteration 12Q: 3 clusters Score -414110.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -414205.250000 Penalty: 4091.529785
	Iteration 13Q: 3 clusters Score -414205.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -414297.875000 Penalty: 4091.529785
	Iteration 14Q: 3 clusters Score -414297.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -414399.593750 Penalty: 4091.529785
	Iteration 15Q: 3 clusters Score -414399.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -414524.343750 Penalty: 4091.529785
	Iteration 16Q: 3 clusters Score -414524.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -414613.625000 Penalty: 4091.529785
	Iteration 17Q: 3 clusters Score -414613.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -414682.250000 Penalty: 4091.529785
	Iteration 18Q: 3 clusters Score -414682.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -414728.000000 Penalty: 4091.529785
	Iteration 19Q: 3 clusters Score -414728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -414750.375000 Penalty: 4091.529785
	Iteration 20F: 3 clusters Score -414750.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -414771.093750 Penalty: 4091.529785
	Iteration 21Q: 3 clusters Score -414771.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -414788.500000 Penalty: 4091.529785
	Iteration 22Q: 3 clusters Score -414788.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -414798.750000 Penalty: 4091.529785
	Iteration 23Q: 3 clusters Score -414798.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -414808.250000 Penalty: 4091.529785
	Iteration 24Q: 3 clusters Score -414808.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -414825.937500 Penalty: 4091.529785
	Iteration 25Q: 3 clusters Score -414825.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -414843.437500 Penalty: 4091.529785
	Iteration 26Q: 3 clusters Score -414843.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -414863.312500 Penalty: 4091.529785
	Iteration 27Q: 3 clusters Score -414863.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -414879.093750 Penalty: 4091.529785
	Iteration 28Q: 3 clusters Score -414879.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -414889.156250 Penalty: 4091.529785
	Iteration 29Q: 3 clusters Score -414889.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -414900.875000 Penalty: 4091.529785
	Iteration 30Q: 3 clusters Score -414900.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -414911.812500 Penalty: 4091.529785
	Iteration 31Q: 3 clusters Score -414911.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -414919.218750 Penalty: 4091.529785
	Iteration 32Q: 3 clusters Score -414919.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -414924.375000 Penalty: 4091.529785
	Iteration 33Q: 3 clusters Score -414924.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -414929.625000 Penalty: 4091.529785
	Iteration 34Q: 3 clusters Score -414929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -414931.531250 Penalty: 4091.529785
	Iteration 35Q: 3 clusters Score -414931.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -414932.843750 Penalty: 4091.529785
	Iteration 36Q: 3 clusters Score -414932.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -414934.000000 Penalty: 4091.529785
	Iteration 37Q: 3 clusters Score -414934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -414935.093750 Penalty: 4091.529785
	Iteration 38Q: 3 clusters Score -414935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -414935.656250 Penalty: 4091.529785
	Iteration 39Q: 3 clusters Score -414935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -414935.656250 Penalty: 4091.529785
	Iteration 40F: 3 clusters Score -414935.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Entering Unmasked Estep 
Score: -736074.062500 Penalty: 2161.090576
	Iteration 0F: 2 clusters Score -736074.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -730841.687500 Penalty: 4322.181152
	Iteration 0F: 3 clusters Score -730841.7 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -732167.250000 Penalty: 4322.181152
	Iteration 1F: 3 clusters Score -732167.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -732436.812500 Penalty: 4322.181152
	Iteration 2F: 3 clusters Score -732436.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -732627.875000 Penalty: 4322.181152
	Iteration 3F: 3 clusters Score -732627.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -732752.750000 Penalty: 4322.181152
	Iteration 4Q: 3 clusters Score -732752.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -732875.000000 Penalty: 4322.181152
	Iteration 5Q: 3 clusters Score -732875 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -732981.500000 Penalty: 4322.181152
	Iteration 6Q: 3 clusters Score -732981.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -733103.812500 Penalty: 4322.181152
	Iteration 7Q: 3 clusters Score -733103.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -733227.937500 Penalty: 4322.181152
	Iteration 8Q: 3 clusters Score -733227.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -733377.062500 Penalty: 4322.181152
	Iteration 9Q: 3 clusters Score -733377.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -733510.875000 Penalty: 4322.181152
	Iteration 10Q: 3 clusters Score -733510.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -733636.937500 Penalty: 4322.181152
	Iteration 11Q: 3 clusters Score -733636.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -733758.562500 Penalty: 4322.181152
	Iteration 12Q: 3 clusters Score -733758.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -733864.687500 Penalty: 4322.181152
	Iteration 13Q: 3 clusters Score -733864.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -733956.125000 Penalty: 4322.181152
	Iteration 14Q: 3 clusters Score -733956.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -734051.937500 Penalty: 4322.181152
	Iteration 15Q: 3 clusters Score -734051.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -734125.750000 Penalty: 4322.181152
	Iteration 16Q: 3 clusters Score -734125.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -734172.375000 Penalty: 4322.181152
	Iteration 17Q: 3 clusters Score -734172.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -734205.812500 Penalty: 4322.181152
	Iteration 18Q: 3 clusters Score -734205.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -734228.625000 Penalty: 4322.181152
	Iteration 19Q: 3 clusters Score -734228.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -734245.437500 Penalty: 4322.181152
	Iteration 20F: 3 clusters Score -734245.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -734257.375000 Penalty: 4322.181152
	Iteration 21Q: 3 clusters Score -734257.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -734268.437500 Penalty: 4322.181152
	Iteration 22Q: 3 clusters Score -734268.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -734278.812500 Penalty: 4322.181152
	Iteration 23Q: 3 clusters Score -734278.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -734285.125000 Penalty: 4322.181152
	Iteration 24Q: 3 clusters Score -734285.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -734288.687500 Penalty: 4322.181152
	Iteration 25Q: 3 clusters Score -734288.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -734294.750000 Penalty: 4322.181152
	Iteration 26Q: 3 clusters Score -734294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -734295.875000 Penalty: 4322.181152
	Iteration 27Q: 3 clusters Score -734295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -734296.562500 Penalty: 4322.181152
	Iteration 28Q: 3 clusters Score -734296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -734296.562500 Penalty: 4322.181152
	Iteration 29F: 3 clusters Score -734296.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (197414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197414 members 
Entering Unmasked Estep 
Score: -23524198.000000 Penalty: 3023.878418
	Iteration 0F: 2 clusters Score -2.35242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -23407728.000000 Penalty: 6047.756836
	Iteration 0F: 3 clusters Score -2.340773e+07 nChanged 94694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91323 members 
Mstep: Class 2 contains 106091 members 
Entering Unmasked Estep 
Score: -23463362.000000 Penalty: 6047.756836
	Iteration 1F: 3 clusters Score -2.346336e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 110521 members 
Entering Unmasked Estep 
Score: -23465168.000000 Penalty: 6047.756836
	Iteration 2Q: 3 clusters Score -2.346517e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 117329 members 
Entering Unmasked Estep 
Score: -23467928.000000 Penalty: 6047.756836
	Iteration 3Q: 3 clusters Score -2.346793e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69697 members 
Mstep: Class 2 contains 127717 members 
Entering Unmasked Estep 
Score: -23473624.000000 Penalty: 6047.756836
	Iteration 4F: 3 clusters Score -2.347362e+07 nChanged 15162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 142703 members 
Entering Unmasked Estep 
Score: -23484044.000000 Penalty: 6047.756836
	Iteration 5F: 3 clusters Score -2.348404e+07 nChanged 19193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 161862 members 
Entering Unmasked Estep 
Score: -23499968.000000 Penalty: 6047.756836
	Iteration 6F: 3 clusters Score -2.349997e+07 nChanged 18930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 180778 members 
Entering Unmasked Estep 
Score: -23512596.000000 Penalty: 6047.756836
	Iteration 7F: 3 clusters Score -2.35126e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 191987 members 
Entering Unmasked Estep 
Score: -23518498.000000 Penalty: 6047.756836
	Iteration 8F: 3 clusters Score -2.35185e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 195953 members 
Entering Unmasked Estep 
Score: -23520560.000000 Penalty: 6047.756836
	Iteration 9Q: 3 clusters Score -2.352056e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 196909 members 
Entering Unmasked Estep 
Score: -23521222.000000 Penalty: 6047.756836
	Iteration 10Q: 3 clusters Score -2.352122e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 197103 members 
Entering Unmasked Estep 
Score: -23521418.000000 Penalty: 6047.756836
	Iteration 11Q: 3 clusters Score -2.352142e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 197154 members 
Entering Unmasked Estep 
Score: -23521514.000000 Penalty: 6047.756836
	Iteration 12Q: 3 clusters Score -2.352151e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 197162 members 
Entering Unmasked Estep 
Score: -23521518.000000 Penalty: 6047.756836
	Iteration 13Q: 3 clusters Score -2.352152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 197170 members 
Entering Unmasked Estep 
Score: -23521560.000000 Penalty: 6047.756836
	Iteration 14Q: 3 clusters Score -2.352156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 197176 members 
Entering Unmasked Estep 
Score: -23521576.000000 Penalty: 6047.756836
	Iteration 15Q: 3 clusters Score -2.352158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 197176 members 
Entering Unmasked Estep 
Score: -23521608.000000 Penalty: 6047.756836
	Iteration 16Q: 3 clusters Score -2.352161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 197177 members 
Entering Unmasked Estep 
Score: -23521616.000000 Penalty: 6047.756836
	Iteration 17Q: 3 clusters Score -2.352162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 197178 members 
Entering Unmasked Estep 
Score: -23521610.000000 Penalty: 6047.756836
	Iteration 18Q: 3 clusters Score -2.352161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 197179 members 
Entering Unmasked Estep 
Score: -23521608.000000 Penalty: 6047.756836
	Iteration 19Q: 3 clusters Score -2.352161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 197179 members 
Entering Unmasked Estep 
Score: -23521608.000000 Penalty: 6047.756836
	Iteration 20F: 3 clusters Score -2.352161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Entering Unmasked Estep 
Score: -817162.937500 Penalty: 2194.109375
	Iteration 0F: 2 clusters Score -817162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -811462.000000 Penalty: 4388.218750
	Iteration 0F: 3 clusters Score -811462 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -813020.812500 Penalty: 4388.218750
	Iteration 1F: 3 clusters Score -813020.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -813261.562500 Penalty: 4388.218750
	Iteration 2F: 3 clusters Score -813261.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -813446.625000 Penalty: 4388.218750
	Iteration 3F: 3 clusters Score -813446.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -813613.437500 Penalty: 4388.218750
	Iteration 4Q: 3 clusters Score -813613.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -813763.812500 Penalty: 4388.218750
	Iteration 5Q: 3 clusters Score -813763.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -813930.625000 Penalty: 4388.218750
	Iteration 6Q: 3 clusters Score -813930.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -814107.000000 Penalty: 4388.218750
	Iteration 7Q: 3 clusters Score -814107 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -814276.000000 Penalty: 4388.218750
	Iteration 8Q: 3 clusters Score -814276 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -814451.000000 Penalty: 4388.218750
	Iteration 9Q: 3 clusters Score -814451 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -814607.500000 Penalty: 4388.218750
	Iteration 10Q: 3 clusters Score -814607.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -814735.687500 Penalty: 4388.218750
	Iteration 11Q: 3 clusters Score -814735.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -814841.687500 Penalty: 4388.218750
	Iteration 12Q: 3 clusters Score -814841.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -814935.312500 Penalty: 4388.218750
	Iteration 13Q: 3 clusters Score -814935.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -814994.000000 Penalty: 4388.218750
	Iteration 14Q: 3 clusters Score -814994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -815056.062500 Penalty: 4388.218750
	Iteration 15Q: 3 clusters Score -815056.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -815122.000000 Penalty: 4388.218750
	Iteration 16Q: 3 clusters Score -815122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -815171.500000 Penalty: 4388.218750
	Iteration 17Q: 3 clusters Score -815171.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -815202.187500 Penalty: 4388.218750
	Iteration 18Q: 3 clusters Score -815202.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -815228.812500 Penalty: 4388.218750
	Iteration 19Q: 3 clusters Score -815228.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -815245.187500 Penalty: 4388.218750
	Iteration 20F: 3 clusters Score -815245.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -815255.812500 Penalty: 4388.218750
	Iteration 21Q: 3 clusters Score -815255.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -815265.562500 Penalty: 4388.218750
	Iteration 22Q: 3 clusters Score -815265.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -815276.187500 Penalty: 4388.218750
	Iteration 23Q: 3 clusters Score -815276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -815285.312500 Penalty: 4388.218750
	Iteration 24Q: 3 clusters Score -815285.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -815296.187500 Penalty: 4388.218750
	Iteration 25Q: 3 clusters Score -815296.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -815304.062500 Penalty: 4388.218750
	Iteration 26Q: 3 clusters Score -815304.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -815311.187500 Penalty: 4388.218750
	Iteration 27Q: 3 clusters Score -815311.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -815316.625000 Penalty: 4388.218750
	Iteration 28Q: 3 clusters Score -815316.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -815322.437500 Penalty: 4388.218750
	Iteration 29Q: 3 clusters Score -815322.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -815321.062500 Penalty: 4388.218750
	Iteration 30Q: 3 clusters Score -815321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -815323.500000 Penalty: 4388.218750
	Iteration 31Q: 3 clusters Score -815323.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -815328.125000 Penalty: 4388.218750
	Iteration 32Q: 3 clusters Score -815328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -815331.125000 Penalty: 4388.218750
	Iteration 33Q: 3 clusters Score -815331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -815330.812500 Penalty: 4388.218750
	Iteration 34Q: 3 clusters Score -815330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -815330.562500 Penalty: 4388.218750
	Iteration 35Q: 3 clusters Score -815330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -815330.562500 Penalty: 4388.218750
	Iteration 36F: 3 clusters Score -815330.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Entering Unmasked Estep 
Score: -1145534.125000 Penalty: 2279.280762
	Iteration 0F: 2 clusters Score -1145534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1137978.250000 Penalty: 4558.561523
	Iteration 0F: 3 clusters Score -1137978 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1140093.750000 Penalty: 4558.561523
	Iteration 1F: 3 clusters Score -1140094 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1140441.500000 Penalty: 4558.561523
	Iteration 2F: 3 clusters Score -1140442 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1140823.250000 Penalty: 4558.561523
	Iteration 3F: 3 clusters Score -1140823 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1141122.750000 Penalty: 4558.561523
	Iteration 4F: 3 clusters Score -1141123 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1141368.375000 Penalty: 4558.561523
	Iteration 5Q: 3 clusters Score -1141368 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1141570.125000 Penalty: 4558.561523
	Iteration 6Q: 3 clusters Score -1141570 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1141736.000000 Penalty: 4558.561523
	Iteration 7Q: 3 clusters Score -1141736 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1141895.500000 Penalty: 4558.561523
	Iteration 8Q: 3 clusters Score -1141896 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1142043.000000 Penalty: 4558.561523
	Iteration 9Q: 3 clusters Score -1142043 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1142161.375000 Penalty: 4558.561523
	Iteration 10Q: 3 clusters Score -1142161 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1142237.625000 Penalty: 4558.561523
	Iteration 11Q: 3 clusters Score -1142238 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1142305.625000 Penalty: 4558.561523
	Iteration 12Q: 3 clusters Score -1142306 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1142372.875000 Penalty: 4558.561523
	Iteration 13Q: 3 clusters Score -1142373 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1142433.750000 Penalty: 4558.561523
	Iteration 14Q: 3 clusters Score -1142434 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1142488.875000 Penalty: 4558.561523
	Iteration 15Q: 3 clusters Score -1142489 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1142537.875000 Penalty: 4558.561523
	Iteration 16Q: 3 clusters Score -1142538 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1142593.750000 Penalty: 4558.561523
	Iteration 17Q: 3 clusters Score -1142594 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1142658.125000 Penalty: 4558.561523
	Iteration 18Q: 3 clusters Score -1142658 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1142744.125000 Penalty: 4558.561523
	Iteration 19Q: 3 clusters Score -1142744 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1142834.500000 Penalty: 4558.561523
	Iteration 20F: 3 clusters Score -1142834 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1142935.125000 Penalty: 4558.561523
	Iteration 21Q: 3 clusters Score -1142935 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1143061.250000 Penalty: 4558.561523
	Iteration 22Q: 3 clusters Score -1143061 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1143201.500000 Penalty: 4558.561523
	Iteration 23Q: 3 clusters Score -1143202 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1143335.625000 Penalty: 4558.561523
	Iteration 24Q: 3 clusters Score -1143336 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1143469.625000 Penalty: 4558.561523
	Iteration 25Q: 3 clusters Score -1143470 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1143556.000000 Penalty: 4558.561523
	Iteration 26Q: 3 clusters Score -1143556 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1143629.500000 Penalty: 4558.561523
	Iteration 27Q: 3 clusters Score -1143630 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1143705.875000 Penalty: 4558.561523
	Iteration 28Q: 3 clusters Score -1143706 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1143773.625000 Penalty: 4558.561523
	Iteration 29Q: 3 clusters Score -1143774 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1143830.000000 Penalty: 4558.561523
	Iteration 30Q: 3 clusters Score -1143830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1143882.750000 Penalty: 4558.561523
	Iteration 31Q: 3 clusters Score -1143883 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1143920.000000 Penalty: 4558.561523
	Iteration 32Q: 3 clusters Score -1143920 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1143963.125000 Penalty: 4558.561523
	Iteration 33Q: 3 clusters Score -1143963 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1144000.750000 Penalty: 4558.561523
	Iteration 34Q: 3 clusters Score -1144001 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1144026.375000 Penalty: 4558.561523
	Iteration 35Q: 3 clusters Score -1144026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1144059.250000 Penalty: 4558.561523
	Iteration 36Q: 3 clusters Score -1144059 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1144095.250000 Penalty: 4558.561523
	Iteration 37Q: 3 clusters Score -1144095 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1144136.250000 Penalty: 4558.561523
	Iteration 38Q: 3 clusters Score -1144136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1144170.875000 Penalty: 4558.561523
	Iteration 39Q: 3 clusters Score -1144171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1144209.125000 Penalty: 4558.561523
	Iteration 40F: 3 clusters Score -1144209 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1144231.875000 Penalty: 4558.561523
	Iteration 41Q: 3 clusters Score -1144232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1144251.125000 Penalty: 4558.561523
	Iteration 42Q: 3 clusters Score -1144251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1144262.625000 Penalty: 4558.561523
	Iteration 43Q: 3 clusters Score -1144263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1144264.125000 Penalty: 4558.561523
	Iteration 44Q: 3 clusters Score -1144264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1144271.875000 Penalty: 4558.561523
	Iteration 45Q: 3 clusters Score -1144272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1144273.500000 Penalty: 4558.561523
	Iteration 46Q: 3 clusters Score -1144274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1144279.125000 Penalty: 4558.561523
	Iteration 47Q: 3 clusters Score -1144279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1144277.375000 Penalty: 4558.561523
	Iteration 48Q: 3 clusters Score -1144277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1144279.250000 Penalty: 4558.561523
	Iteration 49Q: 3 clusters Score -1144279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1144280.375000 Penalty: 4558.561523
	Iteration 50Q: 3 clusters Score -1144280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1144280.875000 Penalty: 4558.561523
	Iteration 51Q: 3 clusters Score -1144281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1144280.875000 Penalty: 4558.561523
	Iteration 52F: 3 clusters Score -1144281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152594 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 9269 members 
Mstep: Class 4 contains 199509 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 160607 members 
Mstep: Class 8 contains 4666 members 
Mstep: Class 9 contains 14275 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20717 members 
Mstep: Class 12 contains 91873 members 
Mstep: Class 13 contains 149377 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 96591 members 
Mstep: Class 16 contains 10117 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 14898 members 
Mstep: Class 19 contains 52729 members 
Mstep: Class 20 contains 9196 members 
Mstep: Class 21 contains 10537 members 
Mstep: Class 22 contains 35551 members 
Mstep: Class 23 contains 42094 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3824 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 197414 members 
Mstep: Class 28 contains 6955 members 
Mstep: Class 29 contains 9805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049936.000000 Penalty: 101497.804688
Iteration 119Q: 30 clusters Score -1.560499e+08 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152462 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 3 contains 9319 members 
Mstep: Class 4 contains 199167 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 160595 members 
Mstep: Class 8 contains 4646 members 
Mstep: Class 9 contains 14275 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20717 members 
Mstep: Class 12 contains 92325 members 
Mstep: Class 13 contains 149216 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 96589 members 
Mstep: Class 16 contains 10201 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 14881 members 
Mstep: Class 19 contains 52720 members 
Mstep: Class 20 contains 9183 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 35565 members 
Mstep: Class 23 contains 42090 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6090 members 
Mstep: Class 27 contains 197459 members 
Mstep: Class 28 contains 6941 members 
Mstep: Class 29 contains 9809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050256.000000 Penalty: 101497.804688
Iteration 120F: 30 clusters Score -1.560503e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152356 members 
Mstep: Class 2 contains 4248 members 
Mstep: Class 3 contains 9358 members 
Mstep: Class 4 contains 198879 members 
Mstep: Class 5 contains 18060 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 160569 members 
Mstep: Class 8 contains 4648 members 
Mstep: Class 9 contains 14279 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20716 members 
Mstep: Class 12 contains 92742 members 
Mstep: Class 13 contains 149009 members 
Mstep: Class 14 contains 8591 members 
Mstep: Class 15 contains 96596 members 
Mstep: Class 16 contains 10304 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 14864 members 
Mstep: Class 19 contains 52709 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 10650 members 
Mstep: Class 22 contains 35581 members 
Mstep: Class 23 contains 42083 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6091 members 
Mstep: Class 27 contains 197497 members 
Mstep: Class 28 contains 6928 members 
Mstep: Class 29 contains 9810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050016.000000 Penalty: 101497.804688
Iteration 121Q: 30 clusters Score -1.5605e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152302 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 9395 members 
Mstep: Class 4 contains 198589 members 
Mstep: Class 5 contains 18067 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 160511 members 
Mstep: Class 8 contains 4642 members 
Mstep: Class 9 contains 14287 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20712 members 
Mstep: Class 12 contains 93131 members 
Mstep: Class 13 contains 148777 members 
Mstep: Class 14 contains 8587 members 
Mstep: Class 15 contains 96598 members 
Mstep: Class 16 contains 10414 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 14859 members 
Mstep: Class 19 contains 52708 members 
Mstep: Class 20 contains 9162 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 35589 members 
Mstep: Class 23 contains 42099 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3844 members 
Mstep: Class 26 contains 6093 members 
Mstep: Class 27 contains 197522 members 
Mstep: Class 28 contains 6914 members 
Mstep: Class 29 contains 9810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050784.000000 Penalty: 101497.804688
Iteration 122Q: 30 clusters Score -1.560508e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152250 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 198313 members 
Mstep: Class 5 contains 18071 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 160485 members 
Mstep: Class 8 contains 4640 members 
Mstep: Class 9 contains 14285 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20713 members 
Mstep: Class 12 contains 93494 members 
Mstep: Class 13 contains 148546 members 
Mstep: Class 14 contains 8585 members 
Mstep: Class 15 contains 96601 members 
Mstep: Class 16 contains 10534 members 
Mstep: Class 17 contains 6043 members 
Mstep: Class 18 contains 14843 members 
Mstep: Class 19 contains 52705 members 
Mstep: Class 20 contains 9158 members 
Mstep: Class 21 contains 10761 members 
Mstep: Class 22 contains 35601 members 
Mstep: Class 23 contains 42113 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3852 members 
Mstep: Class 26 contains 6097 members 
Mstep: Class 27 contains 197525 members 
Mstep: Class 28 contains 6901 members 
Mstep: Class 29 contains 9810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050496.000000 Penalty: 101497.804688
Iteration 123Q: 30 clusters Score -1.560505e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152214 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 9485 members 
Mstep: Class 4 contains 198001 members 
Mstep: Class 5 contains 18077 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 160434 members 
Mstep: Class 8 contains 4628 members 
Mstep: Class 9 contains 14295 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20717 members 
Mstep: Class 12 contains 93908 members 
Mstep: Class 13 contains 148321 members 
Mstep: Class 14 contains 8582 members 
Mstep: Class 15 contains 96596 members 
Mstep: Class 16 contains 10660 members 
Mstep: Class 17 contains 6036 members 
Mstep: Class 18 contains 14820 members 
Mstep: Class 19 contains 52697 members 
Mstep: Class 20 contains 9153 members 
Mstep: Class 21 contains 10813 members 
Mstep: Class 22 contains 35612 members 
Mstep: Class 23 contains 42129 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3868 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197510 members 
Mstep: Class 28 contains 6894 members 
Mstep: Class 29 contains 9811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050560.000000 Penalty: 101497.804688
Iteration 124Q: 30 clusters Score -1.560506e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152190 members 
Mstep: Class 2 contains 4264 members 
Mstep: Class 3 contains 9536 members 
Mstep: Class 4 contains 197692 members 
Mstep: Class 5 contains 18076 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 160374 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 14299 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 94288 members 
Mstep: Class 13 contains 148141 members 
Mstep: Class 14 contains 8579 members 
Mstep: Class 15 contains 96592 members 
Mstep: Class 16 contains 10779 members 
Mstep: Class 17 contains 6031 members 
Mstep: Class 18 contains 14801 members 
Mstep: Class 19 contains 52693 members 
Mstep: Class 20 contains 9152 members 
Mstep: Class 21 contains 10859 members 
Mstep: Class 22 contains 35619 members 
Mstep: Class 23 contains 42148 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3870 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197510 members 
Mstep: Class 28 contains 6881 members 
Mstep: Class 29 contains 9812 members 
Entering Unmasked Estep 
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Score: -156050496.000000 Penalty: 101497.804688
Iteration 125Q: 30 clusters Score -1.560505e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152170 members 
Mstep: Class 2 contains 4265 members 
Mstep: Class 3 contains 9593 members 
Mstep: Class 4 contains 197352 members 
Mstep: Class 5 contains 18084 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 160291 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 14308 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20722 members 
Mstep: Class 12 contains 94690 members 
Mstep: Class 13 contains 148011 members 
Mstep: Class 14 contains 8577 members 
Mstep: Class 15 contains 96584 members 
Mstep: Class 16 contains 10901 members 
Mstep: Class 17 contains 6027 members 
Mstep: Class 18 contains 14779 members 
Mstep: Class 19 contains 52693 members 
Mstep: Class 20 contains 9149 members 
Mstep: Class 21 contains 10909 members 
Mstep: Class 22 contains 35620 members 
Mstep: Class 23 contains 42147 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3875 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197491 members 
Mstep: Class 28 contains 6869 members 
Mstep: Class 29 contains 9812 members 
Entering Unmasked Estep 
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Score: -156051008.000000 Penalty: 101497.804688
Iteration 126Q: 30 clusters Score -1.56051e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152135 members 
Mstep: Class 2 contains 4270 members 
Mstep: Class 3 contains 9653 members 
Mstep: Class 4 contains 197010 members 
Mstep: Class 5 contains 18085 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 160225 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 14316 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20722 members 
Mstep: Class 12 contains 95066 members 
Mstep: Class 13 contains 147880 members 
Mstep: Class 14 contains 8575 members 
Mstep: Class 15 contains 96580 members 
Mstep: Class 16 contains 11019 members 
Mstep: Class 17 contains 6030 members 
Mstep: Class 18 contains 14760 members 
Mstep: Class 19 contains 52687 members 
Mstep: Class 20 contains 9148 members 
Mstep: Class 21 contains 10948 members 
Mstep: Class 22 contains 35626 members 
Mstep: Class 23 contains 42157 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197470 members 
Mstep: Class 28 contains 6864 members 
Mstep: Class 29 contains 9812 members 
Entering Unmasked Estep 
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Score: -156051040.000000 Penalty: 101497.804688
Iteration 127Q: 30 clusters Score -1.56051e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152100 members 
Mstep: Class 2 contains 4280 members 
Mstep: Class 3 contains 9710 members 
Mstep: Class 4 contains 196658 members 
Mstep: Class 5 contains 18081 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 160173 members 
Mstep: Class 8 contains 4590 members 
Mstep: Class 9 contains 14331 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 95456 members 
Mstep: Class 13 contains 147766 members 
Mstep: Class 14 contains 8573 members 
Mstep: Class 15 contains 96574 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 14746 members 
Mstep: Class 19 contains 52672 members 
Mstep: Class 20 contains 9147 members 
Mstep: Class 21 contains 10994 members 
Mstep: Class 22 contains 35627 members 
Mstep: Class 23 contains 42175 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3897 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197434 members 
Mstep: Class 28 contains 6854 members 
Mstep: Class 29 contains 9813 members 
Entering Unmasked Estep 
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Iteration 128Q: 30 clusters Score -1.560512e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152074 members 
Mstep: Class 2 contains 4286 members 
Mstep: Class 3 contains 9765 members 
Mstep: Class 4 contains 196337 members 
Mstep: Class 5 contains 18084 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 160113 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 14343 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20722 members 
Mstep: Class 12 contains 95841 members 
Mstep: Class 13 contains 147630 members 
Mstep: Class 14 contains 8573 members 
Mstep: Class 15 contains 96571 members 
Mstep: Class 16 contains 11234 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 14727 members 
Mstep: Class 19 contains 52661 members 
Mstep: Class 20 contains 9138 members 
Mstep: Class 21 contains 11044 members 
Mstep: Class 22 contains 35622 members 
Mstep: Class 23 contains 42188 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3909 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197396 members 
Mstep: Class 28 contains 6846 members 
Mstep: Class 29 contains 9815 members 
Entering Unmasked Estep 
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Iteration 129Q: 30 clusters Score -1.560513e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152039 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 9826 members 
Mstep: Class 4 contains 196040 members 
Mstep: Class 5 contains 18089 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 160034 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 14346 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 96240 members 
Mstep: Class 13 contains 147497 members 
Mstep: Class 14 contains 8571 members 
Mstep: Class 15 contains 96567 members 
Mstep: Class 16 contains 11341 members 
Mstep: Class 17 contains 6030 members 
Mstep: Class 18 contains 14704 members 
Mstep: Class 19 contains 52652 members 
Mstep: Class 20 contains 9134 members 
Mstep: Class 21 contains 11085 members 
Mstep: Class 22 contains 35615 members 
Mstep: Class 23 contains 42196 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3916 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197354 members 
Mstep: Class 28 contains 6839 members 
Mstep: Class 29 contains 9814 members 
Entering Unmasked Estep 
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Score: -156051424.000000 Penalty: 101497.804688
Iteration 130Q: 30 clusters Score -1.560514e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152036 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 9883 members 
Mstep: Class 4 contains 195743 members 
Mstep: Class 5 contains 18083 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 7 contains 159991 members 
Mstep: Class 8 contains 4575 members 
Mstep: Class 9 contains 14354 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 96667 members 
Mstep: Class 13 contains 147301 members 
Mstep: Class 14 contains 8568 members 
Mstep: Class 15 contains 96562 members 
Mstep: Class 16 contains 11451 members 
Mstep: Class 17 contains 6033 members 
Mstep: Class 18 contains 14677 members 
Mstep: Class 19 contains 52652 members 
Mstep: Class 20 contains 9124 members 
Mstep: Class 21 contains 11123 members 
Mstep: Class 22 contains 35601 members 
Mstep: Class 23 contains 42198 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197313 members 
Mstep: Class 28 contains 6834 members 
Mstep: Class 29 contains 9814 members 
Entering Unmasked Estep 
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Iteration 131Q: 30 clusters Score -1.560515e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152087 members 
Mstep: Class 2 contains 4309 members 
Mstep: Class 3 contains 9946 members 
Mstep: Class 4 contains 195407 members 
Mstep: Class 5 contains 18075 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 7 contains 159964 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 14366 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20724 members 
Mstep: Class 12 contains 97110 members 
Mstep: Class 13 contains 147050 members 
Mstep: Class 14 contains 8564 members 
Mstep: Class 15 contains 96553 members 
Mstep: Class 16 contains 11562 members 
Mstep: Class 17 contains 6036 members 
Mstep: Class 18 contains 14655 members 
Mstep: Class 19 contains 52640 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 11161 members 
Mstep: Class 22 contains 35597 members 
Mstep: Class 23 contains 42206 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197255 members 
Mstep: Class 28 contains 6834 members 
Mstep: Class 29 contains 9815 members 
Entering Unmasked Estep 
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Score: -156051520.000000 Penalty: 101497.804688
Iteration 132Q: 30 clusters Score -1.560515e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152122 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 3 contains 10012 members 
Mstep: Class 4 contains 195029 members 
Mstep: Class 5 contains 18075 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 7 contains 159928 members 
Mstep: Class 8 contains 4561 members 
Mstep: Class 9 contains 14380 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20722 members 
Mstep: Class 12 contains 97572 members 
Mstep: Class 13 contains 146847 members 
Mstep: Class 14 contains 8555 members 
Mstep: Class 15 contains 96551 members 
Mstep: Class 16 contains 11664 members 
Mstep: Class 17 contains 6035 members 
Mstep: Class 18 contains 14644 members 
Mstep: Class 19 contains 52628 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 11192 members 
Mstep: Class 22 contains 35601 members 
Mstep: Class 23 contains 42202 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3932 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197207 members 
Mstep: Class 28 contains 6831 members 
Mstep: Class 29 contains 9815 members 
Entering Unmasked Estep 
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Iteration 133Q: 30 clusters Score -1.560518e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152171 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 10065 members 
Mstep: Class 4 contains 194672 members 
Mstep: Class 5 contains 18071 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 7 contains 159904 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 14389 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20719 members 
Mstep: Class 12 contains 98005 members 
Mstep: Class 13 contains 146612 members 
Mstep: Class 14 contains 8552 members 
Mstep: Class 15 contains 96549 members 
Mstep: Class 16 contains 11746 members 
Mstep: Class 17 contains 6040 members 
Mstep: Class 18 contains 14633 members 
Mstep: Class 19 contains 52620 members 
Mstep: Class 20 contains 9098 members 
Mstep: Class 21 contains 11223 members 
Mstep: Class 22 contains 35602 members 
Mstep: Class 23 contains 42197 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3944 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197204 members 
Mstep: Class 28 contains 6824 members 
Mstep: Class 29 contains 9816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051888.000000 Penalty: 101497.804688
Iteration 134Q: 30 clusters Score -1.560519e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152238 members 
Mstep: Class 2 contains 4324 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 194325 members 
Mstep: Class 5 contains 18069 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 7 contains 159884 members 
Mstep: Class 8 contains 4563 members 
Mstep: Class 9 contains 14393 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20717 members 
Mstep: Class 12 contains 98473 members 
Mstep: Class 13 contains 146333 members 
Mstep: Class 14 contains 8550 members 
Mstep: Class 15 contains 96542 members 
Mstep: Class 16 contains 11832 members 
Mstep: Class 17 contains 6040 members 
Mstep: Class 18 contains 14625 members 
Mstep: Class 19 contains 52615 members 
Mstep: Class 20 contains 9084 members 
Mstep: Class 21 contains 11248 members 
Mstep: Class 22 contains 35599 members 
Mstep: Class 23 contains 42193 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3952 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197169 members 
Mstep: Class 28 contains 6817 members 
Mstep: Class 29 contains 9815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051936.000000 Penalty: 101497.804688
Iteration 135Q: 30 clusters Score -1.560519e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152325 members 
Mstep: Class 2 contains 4329 members 
Mstep: Class 3 contains 10176 members 
Mstep: Class 4 contains 194009 members 
Mstep: Class 5 contains 18060 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 7 contains 159857 members 
Mstep: Class 8 contains 4568 members 
Mstep: Class 9 contains 14392 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20722 members 
Mstep: Class 12 contains 98904 members 
Mstep: Class 13 contains 146067 members 
Mstep: Class 14 contains 8546 members 
Mstep: Class 15 contains 96543 members 
Mstep: Class 16 contains 11922 members 
Mstep: Class 17 contains 6038 members 
Mstep: Class 18 contains 14611 members 
Mstep: Class 19 contains 52606 members 
Mstep: Class 20 contains 9082 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 35596 members 
Mstep: Class 23 contains 42172 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197144 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052112.000000 Penalty: 101497.804688
Iteration 136Q: 30 clusters Score -1.560521e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152399 members 
Mstep: Class 2 contains 4331 members 
Mstep: Class 3 contains 10223 members 
Mstep: Class 4 contains 193693 members 
Mstep: Class 5 contains 18049 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 159813 members 
Mstep: Class 8 contains 4568 members 
Mstep: Class 9 contains 14395 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 99329 members 
Mstep: Class 13 contains 145822 members 
Mstep: Class 14 contains 8543 members 
Mstep: Class 15 contains 96549 members 
Mstep: Class 16 contains 12011 members 
Mstep: Class 17 contains 6042 members 
Mstep: Class 18 contains 14593 members 
Mstep: Class 19 contains 52599 members 
Mstep: Class 20 contains 9079 members 
Mstep: Class 21 contains 11305 members 
Mstep: Class 22 contains 35594 members 
Mstep: Class 23 contains 42157 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3963 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197129 members 
Mstep: Class 28 contains 6807 members 
Mstep: Class 29 contains 9814 members 
Entering Unmasked Estep 
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Score: -156052304.000000 Penalty: 101497.804688
Iteration 137Q: 30 clusters Score -1.560523e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152472 members 
Mstep: Class 2 contains 4338 members 
Mstep: Class 3 contains 10275 members 
Mstep: Class 4 contains 193415 members 
Mstep: Class 5 contains 18044 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 159736 members 
Mstep: Class 8 contains 4562 members 
Mstep: Class 9 contains 14395 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 99722 members 
Mstep: Class 13 contains 145583 members 
Mstep: Class 14 contains 8540 members 
Mstep: Class 15 contains 96553 members 
Mstep: Class 16 contains 12118 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 14579 members 
Mstep: Class 19 contains 52592 members 
Mstep: Class 20 contains 9075 members 
Mstep: Class 21 contains 11328 members 
Mstep: Class 22 contains 35597 members 
Mstep: Class 23 contains 42137 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 3963 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 197118 members 
Mstep: Class 28 contains 6803 members 
Mstep: Class 29 contains 9815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052688.000000 Penalty: 101497.804688
Iteration 138Q: 30 clusters Score -1.560527e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152534 members 
Mstep: Class 2 contains 4343 members 
Mstep: Class 3 contains 10309 members 
Mstep: Class 4 contains 193128 members 
Mstep: Class 5 contains 18045 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 159657 members 
Mstep: Class 8 contains 4564 members 
Mstep: Class 9 contains 14390 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20723 members 
Mstep: Class 12 contains 100138 members 
Mstep: Class 13 contains 145373 members 
Mstep: Class 14 contains 8537 members 
Mstep: Class 15 contains 96557 members 
Mstep: Class 16 contains 12208 members 
Mstep: Class 17 contains 6048 members 
Mstep: Class 18 contains 14567 members 
Mstep: Class 19 contains 52587 members 
Mstep: Class 20 contains 9076 members 
Mstep: Class 21 contains 11357 members 
Mstep: Class 22 contains 35591 members 
Mstep: Class 23 contains 42106 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 3963 members 
Mstep: Class 26 contains 6100 members 
Mstep: Class 27 contains 197104 members 
Mstep: Class 28 contains 6804 members 
Mstep: Class 29 contains 9815 members 
Entering Unmasked Estep 
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Score: -156052656.000000 Penalty: 101497.804688
Iteration 139Q: 30 clusters Score -1.560527e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152588 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 3 contains 10351 members 
Mstep: Class 4 contains 192852 members 
Mstep: Class 5 contains 18047 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 159578 members 
Mstep: Class 8 contains 4556 members 
Mstep: Class 9 contains 14392 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20725 members 
Mstep: Class 12 contains 100537 members 
Mstep: Class 13 contains 145169 members 
Mstep: Class 14 contains 8535 members 
Mstep: Class 15 contains 96551 members 
Mstep: Class 16 contains 12291 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 14553 members 
Mstep: Class 19 contains 52582 members 
Mstep: Class 20 contains 9077 members 
Mstep: Class 21 contains 11382 members 
Mstep: Class 22 contains 35594 members 
Mstep: Class 23 contains 42086 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 3964 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 197093 members 
Mstep: Class 28 contains 6805 members 
Mstep: Class 29 contains 9815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052608.000000 Penalty: 101497.804688
Iteration 140F: 30 clusters Score -1.560526e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152647 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 10394 members 
Mstep: Class 4 contains 192553 members 
Mstep: Class 5 contains 18045 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 159518 members 
Mstep: Class 8 contains 4552 members 
Mstep: Class 9 contains 14392 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20730 members 
Mstep: Class 12 contains 100926 members 
Mstep: Class 13 contains 144968 members 
Mstep: Class 14 contains 8533 members 
Mstep: Class 15 contains 96548 members 
Mstep: Class 16 contains 12393 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 14534 members 
Mstep: Class 19 contains 52582 members 
Mstep: Class 20 contains 9075 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 35596 members 
Mstep: Class 23 contains 42070 members 
Mstep: Class 24 contains 5095 members 
Mstep: Class 25 contains 3962 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 197075 members 
Mstep: Class 28 contains 6805 members 
Mstep: Class 29 contains 9816 members 
Entering Unmasked Estep 
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Score: -156052608.000000 Penalty: 101497.804688
Iteration 141Q: 30 clusters Score -1.560526e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 10441 members 
Mstep: Class 4 contains 192269 members 
Mstep: Class 5 contains 18040 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 159473 members 
Mstep: Class 8 contains 4542 members 
Mstep: Class 9 contains 14388 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20730 members 
Mstep: Class 12 contains 101293 members 
Mstep: Class 13 contains 144757 members 
Mstep: Class 14 contains 8532 members 
Mstep: Class 15 contains 96543 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 14519 members 
Mstep: Class 19 contains 52585 members 
Mstep: Class 20 contains 9074 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 35605 members 
Mstep: Class 23 contains 42063 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 3965 members 
Mstep: Class 26 contains 6100 members 
Mstep: Class 27 contains 197042 members 
Mstep: Class 28 contains 6804 members 
Mstep: Class 29 contains 9816 members 
Entering Unmasked Estep 
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Iteration 142Q: 30 clusters Score -1.560528e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152785 members 
Mstep: Class 2 contains 4360 members 
Mstep: Class 3 contains 10494 members 
Mstep: Class 4 contains 191955 members 
Mstep: Class 5 contains 18041 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 159441 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 14388 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20730 members 
Mstep: Class 12 contains 101639 members 
Mstep: Class 13 contains 144529 members 
Mstep: Class 14 contains 8531 members 
Mstep: Class 15 contains 96541 members 
Mstep: Class 16 contains 12612 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 14497 members 
Mstep: Class 19 contains 52577 members 
Mstep: Class 20 contains 9075 members 
Mstep: Class 21 contains 11462 members 
Mstep: Class 22 contains 35608 members 
Mstep: Class 23 contains 42058 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 197013 members 
Mstep: Class 28 contains 6804 members 
Mstep: Class 29 contains 9816 members 
Entering Unmasked Estep 
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Iteration 143Q: 30 clusters Score -1.560528e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152881 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 10546 members 
Mstep: Class 4 contains 191617 members 
Mstep: Class 5 contains 18032 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 159410 members 
Mstep: Class 8 contains 4559 members 
Mstep: Class 9 contains 14385 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20729 members 
Mstep: Class 12 contains 102042 members 
Mstep: Class 13 contains 144301 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 96537 members 
Mstep: Class 16 contains 12701 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 14487 members 
Mstep: Class 19 contains 52566 members 
Mstep: Class 20 contains 9075 members 
Mstep: Class 21 contains 11482 members 
Mstep: Class 22 contains 35609 members 
Mstep: Class 23 contains 42049 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 3974 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196986 members 
Mstep: Class 28 contains 6804 members 
Mstep: Class 29 contains 9817 members 
Entering Unmasked Estep 
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Iteration 144Q: 30 clusters Score -1.560532e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152956 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 10594 members 
Mstep: Class 4 contains 191304 members 
Mstep: Class 5 contains 18028 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 159366 members 
Mstep: Class 8 contains 4563 members 
Mstep: Class 9 contains 14379 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 102453 members 
Mstep: Class 13 contains 144091 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 96535 members 
Mstep: Class 16 contains 12799 members 
Mstep: Class 17 contains 6043 members 
Mstep: Class 18 contains 14473 members 
Mstep: Class 19 contains 52542 members 
Mstep: Class 20 contains 9073 members 
Mstep: Class 21 contains 11501 members 
Mstep: Class 22 contains 35610 members 
Mstep: Class 23 contains 42044 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 3976 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196949 members 
Mstep: Class 28 contains 6805 members 
Mstep: Class 29 contains 9818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053232.000000 Penalty: 101497.804688
Iteration 145Q: 30 clusters Score -1.560532e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152993 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 10644 members 
Mstep: Class 4 contains 190968 members 
Mstep: Class 5 contains 18016 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 159332 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 14374 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20716 members 
Mstep: Class 12 contains 102846 members 
Mstep: Class 13 contains 143944 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 96534 members 
Mstep: Class 16 contains 12917 members 
Mstep: Class 17 contains 6049 members 
Mstep: Class 18 contains 14463 members 
Mstep: Class 19 contains 52520 members 
Mstep: Class 20 contains 9063 members 
Mstep: Class 21 contains 11517 members 
Mstep: Class 22 contains 35605 members 
Mstep: Class 23 contains 42032 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 3977 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196920 members 
Mstep: Class 28 contains 6804 members 
Mstep: Class 29 contains 9820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053120.000000 Penalty: 101497.804688
Iteration 146Q: 30 clusters Score -1.560531e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152996 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 10691 members 
Mstep: Class 4 contains 190630 members 
Mstep: Class 5 contains 18005 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 159301 members 
Mstep: Class 8 contains 4569 members 
Mstep: Class 9 contains 14369 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20718 members 
Mstep: Class 12 contains 103260 members 
Mstep: Class 13 contains 143815 members 
Mstep: Class 14 contains 8529 members 
Mstep: Class 15 contains 96528 members 
Mstep: Class 16 contains 13035 members 
Mstep: Class 17 contains 6051 members 
Mstep: Class 18 contains 14453 members 
Mstep: Class 19 contains 52494 members 
Mstep: Class 20 contains 9060 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 35601 members 
Mstep: Class 23 contains 42015 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 3977 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196902 members 
Mstep: Class 28 contains 6798 members 
Mstep: Class 29 contains 9821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053136.000000 Penalty: 101497.804688
Iteration 147Q: 30 clusters Score -1.560531e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152984 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 10743 members 
Mstep: Class 4 contains 190238 members 
Mstep: Class 5 contains 18010 members 
Mstep: Class 6 contains 4389 members 
Mstep: Class 7 contains 159283 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 14362 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20723 members 
Mstep: Class 12 contains 103717 members 
Mstep: Class 13 contains 143688 members 
Mstep: Class 14 contains 8523 members 
Mstep: Class 15 contains 96525 members 
Mstep: Class 16 contains 13142 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 14441 members 
Mstep: Class 19 contains 52483 members 
Mstep: Class 20 contains 9060 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 35595 members 
Mstep: Class 23 contains 42009 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 3986 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196865 members 
Mstep: Class 28 contains 6791 members 
Mstep: Class 29 contains 9821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053632.000000 Penalty: 101497.804688
Iteration 148Q: 30 clusters Score -1.560536e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152974 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 10804 members 
Mstep: Class 4 contains 189854 members 
Mstep: Class 5 contains 18012 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 159251 members 
Mstep: Class 8 contains 4568 members 
Mstep: Class 9 contains 14352 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20724 members 
Mstep: Class 12 contains 104167 members 
Mstep: Class 13 contains 143567 members 
Mstep: Class 14 contains 8521 members 
Mstep: Class 15 contains 96521 members 
Mstep: Class 16 contains 13264 members 
Mstep: Class 17 contains 6057 members 
Mstep: Class 18 contains 14433 members 
Mstep: Class 19 contains 52471 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 11545 members 
Mstep: Class 22 contains 35591 members 
Mstep: Class 23 contains 42004 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 3997 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196800 members 
Mstep: Class 28 contains 6787 members 
Mstep: Class 29 contains 9820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053600.000000 Penalty: 101497.804688
Iteration 149Q: 30 clusters Score -1.560536e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152979 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 10875 members 
Mstep: Class 4 contains 189448 members 
Mstep: Class 5 contains 18002 members 
Mstep: Class 6 contains 4389 members 
Mstep: Class 7 contains 159214 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 14347 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20725 members 
Mstep: Class 12 contains 104613 members 
Mstep: Class 13 contains 143435 members 
Mstep: Class 14 contains 8519 members 
Mstep: Class 15 contains 96523 members 
Mstep: Class 16 contains 13382 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 14422 members 
Mstep: Class 19 contains 52470 members 
Mstep: Class 20 contains 9050 members 
Mstep: Class 21 contains 11555 members 
Mstep: Class 22 contains 35580 members 
Mstep: Class 23 contains 41998 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 4005 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196750 members 
Mstep: Class 28 contains 6786 members 
Mstep: Class 29 contains 9820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053760.000000 Penalty: 101497.804688
Iteration 150Q: 30 clusters Score -1.560538e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 152998 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 10938 members 
Mstep: Class 4 contains 189050 members 
Mstep: Class 5 contains 17997 members 
Mstep: Class 6 contains 4389 members 
Mstep: Class 7 contains 159186 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 14349 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20723 members 
Mstep: Class 12 contains 105027 members 
Mstep: Class 13 contains 143294 members 
Mstep: Class 14 contains 8520 members 
Mstep: Class 15 contains 96511 members 
Mstep: Class 16 contains 13507 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 14410 members 
Mstep: Class 19 contains 52456 members 
Mstep: Class 20 contains 9045 members 
Mstep: Class 21 contains 11565 members 
Mstep: Class 22 contains 35580 members 
Mstep: Class 23 contains 41983 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 4014 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196733 members 
Mstep: Class 28 contains 6783 members 
Mstep: Class 29 contains 9821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053648.000000 Penalty: 101497.804688
Iteration 151Q: 30 clusters Score -1.560536e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153009 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 10995 members 
Mstep: Class 4 contains 188640 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 4389 members 
Mstep: Class 7 contains 159164 members 
Mstep: Class 8 contains 4575 members 
Mstep: Class 9 contains 14350 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20724 members 
Mstep: Class 12 contains 105454 members 
Mstep: Class 13 contains 143161 members 
Mstep: Class 14 contains 8518 members 
Mstep: Class 15 contains 96504 members 
Mstep: Class 16 contains 13637 members 
Mstep: Class 17 contains 6084 members 
Mstep: Class 18 contains 14391 members 
Mstep: Class 19 contains 52439 members 
Mstep: Class 20 contains 9045 members 
Mstep: Class 21 contains 11577 members 
Mstep: Class 22 contains 35573 members 
Mstep: Class 23 contains 41976 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 4024 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196707 members 
Mstep: Class 28 contains 6781 members 
Mstep: Class 29 contains 9821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053728.000000 Penalty: 101497.804688
Iteration 152Q: 30 clusters Score -1.560537e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153039 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 188247 members 
Mstep: Class 5 contains 17976 members 
Mstep: Class 6 contains 4389 members 
Mstep: Class 7 contains 159126 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 14344 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 105886 members 
Mstep: Class 13 contains 143021 members 
Mstep: Class 14 contains 8516 members 
Mstep: Class 15 contains 96496 members 
Mstep: Class 16 contains 13765 members 
Mstep: Class 17 contains 6086 members 
Mstep: Class 18 contains 14378 members 
Mstep: Class 19 contains 52414 members 
Mstep: Class 20 contains 9049 members 
Mstep: Class 21 contains 11586 members 
Mstep: Class 22 contains 35568 members 
Mstep: Class 23 contains 41973 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196695 members 
Mstep: Class 28 contains 6780 members 
Mstep: Class 29 contains 9821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053616.000000 Penalty: 101497.804688
Iteration 153Q: 30 clusters Score -1.560536e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153072 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 11086 members 
Mstep: Class 4 contains 187854 members 
Mstep: Class 5 contains 17972 members 
Mstep: Class 6 contains 4389 members 
Mstep: Class 7 contains 159088 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 14341 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 106303 members 
Mstep: Class 13 contains 142898 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 96491 members 
Mstep: Class 16 contains 13901 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 14360 members 
Mstep: Class 19 contains 52405 members 
Mstep: Class 20 contains 9046 members 
Mstep: Class 21 contains 11597 members 
Mstep: Class 22 contains 35557 members 
Mstep: Class 23 contains 41953 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 4041 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196682 members 
Mstep: Class 28 contains 6778 members 
Mstep: Class 29 contains 9821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053936.000000 Penalty: 101497.804688
Iteration 154Q: 30 clusters Score -1.560539e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153097 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 11123 members 
Mstep: Class 4 contains 187492 members 
Mstep: Class 5 contains 17964 members 
Mstep: Class 6 contains 4389 members 
Mstep: Class 7 contains 159044 members 
Mstep: Class 8 contains 4565 members 
Mstep: Class 9 contains 14341 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 106731 members 
Mstep: Class 13 contains 142728 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 96487 members 
Mstep: Class 16 contains 14048 members 
Mstep: Class 17 contains 6093 members 
Mstep: Class 18 contains 14345 members 
Mstep: Class 19 contains 52385 members 
Mstep: Class 20 contains 9042 members 
Mstep: Class 21 contains 11606 members 
Mstep: Class 22 contains 35554 members 
Mstep: Class 23 contains 41935 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 4050 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196673 members 
Mstep: Class 28 contains 6779 members 
Mstep: Class 29 contains 9822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054096.000000 Penalty: 101497.804688
Iteration 155Q: 30 clusters Score -1.560541e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153154 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 11154 members 
Mstep: Class 4 contains 187149 members 
Mstep: Class 5 contains 17965 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 158960 members 
Mstep: Class 8 contains 4566 members 
Mstep: Class 9 contains 14331 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 107152 members 
Mstep: Class 13 contains 142577 members 
Mstep: Class 14 contains 8508 members 
Mstep: Class 15 contains 96480 members 
Mstep: Class 16 contains 14191 members 
Mstep: Class 17 contains 6098 members 
Mstep: Class 18 contains 14331 members 
Mstep: Class 19 contains 52360 members 
Mstep: Class 20 contains 9039 members 
Mstep: Class 21 contains 11613 members 
Mstep: Class 22 contains 35553 members 
Mstep: Class 23 contains 41914 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 4057 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196663 members 
Mstep: Class 28 contains 6780 members 
Mstep: Class 29 contains 9821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053984.000000 Penalty: 101497.804688
Iteration 156Q: 30 clusters Score -1.56054e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153195 members 
Mstep: Class 2 contains 4392 members 
Mstep: Class 3 contains 11183 members 
Mstep: Class 4 contains 186796 members 
Mstep: Class 5 contains 17970 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 158879 members 
Mstep: Class 8 contains 4565 members 
Mstep: Class 9 contains 14327 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20718 members 
Mstep: Class 12 contains 107582 members 
Mstep: Class 13 contains 142428 members 
Mstep: Class 14 contains 8505 members 
Mstep: Class 15 contains 96477 members 
Mstep: Class 16 contains 14330 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 14323 members 
Mstep: Class 19 contains 52337 members 
Mstep: Class 20 contains 9032 members 
Mstep: Class 21 contains 11624 members 
Mstep: Class 22 contains 35555 members 
Mstep: Class 23 contains 41901 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 4060 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196645 members 
Mstep: Class 28 contains 6778 members 
Mstep: Class 29 contains 9822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054000.000000 Penalty: 101497.804688
Iteration 157Q: 30 clusters Score -1.56054e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 153215 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 11211 members 
Mstep: Class 4 contains 186455 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 158836 members 
Mstep: Class 8 contains 4568 members 
Mstep: Class 9 contains 14324 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 107988 members 
Mstep: Class 13 contains 142298 members 
Mstep: Class 14 contains 8501 members 
Mstep: Class 15 contains 96468 members 
Mstep: Class 16 contains 14492 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 14319 members 
Mstep: Class 19 contains 52310 members 
Mstep: Class 20 contains 9021 members 
Mstep: Class 21 contains 11637 members 
Mstep: Class 22 contains 35556 members 
Mstep: Class 23 contains 41887 members 
Mstep: Class 24 contains 5092 members 
Mstep: Class 25 contains 4066 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 196594 members 
Mstep: Class 28 contains 6776 members 
Mstep: Class 29 contains 9821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054096.000000 Penalty: 101497.804688
Iteration 158Q: 30 clusters Score -1.560541e+08 nChanged 1443
Entering ConstructFrom: 
Score: -156054096.000000 Penalty: 101497.804688
Entering ConstructFrom: 
Trying to split cluster 1 (153243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153243 members 
Entering Unmasked Estep 
Score: -18305670.000000 Penalty: 2961.065430
	Iteration 0F: 2 clusters Score -1.830567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 76314 members 
Entering Unmasked Estep 
Score: -18204804.000000 Penalty: 5922.130859
	Iteration 0F: 3 clusters Score -1.82048e+07 nChanged 73016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81703 members 
Mstep: Class 2 contains 71540 members 
Entering Unmasked Estep 
Score: -18247246.000000 Penalty: 5922.130859
	Iteration 1F: 3 clusters Score -1.824725e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -18249076.000000 Penalty: 5922.130859
	Iteration 2Q: 3 clusters Score -1.824908e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -18252202.000000 Penalty: 5922.130859
	Iteration 3Q: 3 clusters Score -1.82522e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -18258082.000000 Penalty: 5922.130859
	Iteration 4F: 3 clusters Score -1.825808e+07 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106661 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -18267836.000000 Penalty: 5922.130859
	Iteration 5F: 3 clusters Score -1.826784e+07 nChanged 13341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118068 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -18280248.000000 Penalty: 5922.130859
	Iteration 6F: 3 clusters Score -1.828025e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127665 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -18291154.000000 Penalty: 5922.130859
	Iteration 7F: 3 clusters Score -1.829115e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133639 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -18298258.000000 Penalty: 5922.130859
	Iteration 8Q: 3 clusters Score -1.829826e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136878 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -18301772.000000 Penalty: 5922.130859
	Iteration 9Q: 3 clusters Score -1.830177e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138861 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -18303352.000000 Penalty: 5922.130859
	Iteration 10Q: 3 clusters Score -1.830335e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140229 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -18304234.000000 Penalty: 5922.130859
	Iteration 11Q: 3 clusters Score -1.830423e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141350 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -18304808.000000 Penalty: 5922.130859
	Iteration 12Q: 3 clusters Score -1.830481e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142287 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -18305152.000000 Penalty: 5922.130859
	Iteration 13Q: 3 clusters Score -1.830515e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -18305462.000000 Penalty: 5922.130859
	Iteration 14Q: 3 clusters Score -1.830546e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143774 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -18305672.000000 Penalty: 5922.130859
	Iteration 15Q: 3 clusters Score -1.830567e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144385 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -18305756.000000 Penalty: 5922.130859
	Iteration 16Q: 3 clusters Score -1.830576e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144888 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -18305850.000000 Penalty: 5922.130859
	Iteration 17Q: 3 clusters Score -1.830585e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145333 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -18305926.000000 Penalty: 5922.130859
	Iteration 18Q: 3 clusters Score -1.830593e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145737 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -18305938.000000 Penalty: 5922.130859
	Iteration 19Q: 3 clusters Score -1.830594e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146097 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -18305936.000000 Penalty: 5922.130859
	Iteration 20F: 3 clusters Score -1.830594e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146414 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -18305994.000000 Penalty: 5922.130859
	Iteration 21Q: 3 clusters Score -1.830599e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146699 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -18305970.000000 Penalty: 5922.130859
	Iteration 22Q: 3 clusters Score -1.830597e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146947 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -18306054.000000 Penalty: 5922.130859
	Iteration 23Q: 3 clusters Score -1.830605e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147139 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -18306050.000000 Penalty: 5922.130859
	Iteration 24Q: 3 clusters Score -1.830605e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147299 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -18306030.000000 Penalty: 5922.130859
	Iteration 25Q: 3 clusters Score -1.830603e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147430 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -18306004.000000 Penalty: 5922.130859
	Iteration 26Q: 3 clusters Score -1.8306e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -18305998.000000 Penalty: 5922.130859
	Iteration 27Q: 3 clusters Score -1.8306e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147662 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -18306024.000000 Penalty: 5922.130859
	Iteration 28Q: 3 clusters Score -1.830602e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147767 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -18306004.000000 Penalty: 5922.130859
	Iteration 29Q: 3 clusters Score -1.8306e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147855 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -18305984.000000 Penalty: 5922.130859
	Iteration 30Q: 3 clusters Score -1.830598e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147928 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -18305972.000000 Penalty: 5922.130859
	Iteration 31Q: 3 clusters Score -1.830597e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147988 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -18305976.000000 Penalty: 5922.130859
	Iteration 32Q: 3 clusters Score -1.830598e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148042 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -18305992.000000 Penalty: 5922.130859
	Iteration 33Q: 3 clusters Score -1.830599e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148090 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -18305992.000000 Penalty: 5922.130859
	Iteration 34Q: 3 clusters Score -1.830599e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148131 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -18305990.000000 Penalty: 5922.130859
	Iteration 35Q: 3 clusters Score -1.830599e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148168 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -18305980.000000 Penalty: 5922.130859
	Iteration 36Q: 3 clusters Score -1.830598e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148214 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -18305978.000000 Penalty: 5922.130859
	Iteration 37Q: 3 clusters Score -1.830598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148251 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -18305950.000000 Penalty: 5922.130859
	Iteration 38Q: 3 clusters Score -1.830595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148279 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -18305950.000000 Penalty: 5922.130859
	Iteration 39Q: 3 clusters Score -1.830595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148308 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -18305952.000000 Penalty: 5922.130859
	Iteration 40F: 3 clusters Score -1.830595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148330 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -18305964.000000 Penalty: 5922.130859
	Iteration 41Q: 3 clusters Score -1.830596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148352 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -18305976.000000 Penalty: 5922.130859
	Iteration 42Q: 3 clusters Score -1.830598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148376 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -18305964.000000 Penalty: 5922.130859
	Iteration 43Q: 3 clusters Score -1.830596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148395 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -18305980.000000 Penalty: 5922.130859
	Iteration 44Q: 3 clusters Score -1.830598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148406 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -18305972.000000 Penalty: 5922.130859
	Iteration 45Q: 3 clusters Score -1.830597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148414 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -18305966.000000 Penalty: 5922.130859
	Iteration 46Q: 3 clusters Score -1.830597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148419 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -18305944.000000 Penalty: 5922.130859
	Iteration 47Q: 3 clusters Score -1.830594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148424 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -18305940.000000 Penalty: 5922.130859
	Iteration 48Q: 3 clusters Score -1.830594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148429 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -18305936.000000 Penalty: 5922.130859
	Iteration 49Q: 3 clusters Score -1.830594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148431 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -18305936.000000 Penalty: 5922.130859
	Iteration 50Q: 3 clusters Score -1.830594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148434 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -18305932.000000 Penalty: 5922.130859
	Iteration 51Q: 3 clusters Score -1.830593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148436 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -18305940.000000 Penalty: 5922.130859
	Iteration 52Q: 3 clusters Score -1.830594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148439 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -18305926.000000 Penalty: 5922.130859
	Iteration 53Q: 3 clusters Score -1.830593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -18305930.000000 Penalty: 5922.130859
	Iteration 54Q: 3 clusters Score -1.830593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148443 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -18305928.000000 Penalty: 5922.130859
	Iteration 55Q: 3 clusters Score -1.830593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148445 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -18305938.000000 Penalty: 5922.130859
	Iteration 56Q: 3 clusters Score -1.830594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148452 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -18305928.000000 Penalty: 5922.130859
	Iteration 57Q: 3 clusters Score -1.830593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148457 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -18305942.000000 Penalty: 5922.130859
	Iteration 58Q: 3 clusters Score -1.830594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148457 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -18305942.000000 Penalty: 5922.130859
	Iteration 59F: 3 clusters Score -1.830594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148457 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 11244 members 
Mstep: Class 4 contains 186152 members 
Mstep: Class 5 contains 17973 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 158779 members 
Mstep: Class 8 contains 4564 members 
Mstep: Class 9 contains 14318 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 108407 members 
Mstep: Class 13 contains 142163 members 
Mstep: Class 14 contains 8503 members 
Mstep: Class 15 contains 96471 members 
Mstep: Class 16 contains 14625 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 52282 members 
Mstep: Class 20 contains 9015 members 
Mstep: Class 21 contains 11643 members 
Mstep: Class 22 contains 35551 members 
Mstep: Class 23 contains 41883 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 4074 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 196529 members 
Mstep: Class 28 contains 6775 members 
Mstep: Class 29 contains 9821 members 
Mstep: Class 30 contains 4786 members 
Entering Unmasked Estep 
Score: -156054400.000000 Penalty: 104997.734375
Splitting cluster 1 changes total score from -156054096.000000 to -156054400.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 2 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -513485.156250 Penalty: 2079.374756
	Iteration 0F: 2 clusters Score -513485.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -509352.031250 Penalty: 4158.749512
	Iteration 0F: 3 clusters Score -509352 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -510338.000000 Penalty: 4158.749512
	Iteration 1F: 3 clusters Score -510338 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -510570.187500 Penalty: 4158.749512
	Iteration 2F: 3 clusters Score -510570.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -510723.375000 Penalty: 4158.749512
	Iteration 3F: 3 clusters Score -510723.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -510823.156250 Penalty: 4158.749512
	Iteration 4Q: 3 clusters Score -510823.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -510904.062500 Penalty: 4158.749512
	Iteration 5Q: 3 clusters Score -510904.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -510971.593750 Penalty: 4158.749512
	Iteration 6Q: 3 clusters Score -510971.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -511030.843750 Penalty: 4158.749512
	Iteration 7Q: 3 clusters Score -511030.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -511086.281250 Penalty: 4158.749512
	Iteration 8Q: 3 clusters Score -511086.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -511125.250000 Penalty: 4158.749512
	Iteration 9Q: 3 clusters Score -511125.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -511170.468750 Penalty: 4158.749512
	Iteration 10Q: 3 clusters Score -511170.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -511217.750000 Penalty: 4158.749512
	Iteration 11Q: 3 clusters Score -511217.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -511261.906250 Penalty: 4158.749512
	Iteration 12Q: 3 clusters Score -511261.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -511301.187500 Penalty: 4158.749512
	Iteration 13Q: 3 clusters Score -511301.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -511334.968750 Penalty: 4158.749512
	Iteration 14Q: 3 clusters Score -511335 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -511354.875000 Penalty: 4158.749512
	Iteration 15Q: 3 clusters Score -511354.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -511380.031250 Penalty: 4158.749512
	Iteration 16Q: 3 clusters Score -511380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -511396.375000 Penalty: 4158.749512
	Iteration 17Q: 3 clusters Score -511396.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -511414.593750 Penalty: 4158.749512
	Iteration 18Q: 3 clusters Score -511414.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -511427.687500 Penalty: 4158.749512
	Iteration 19Q: 3 clusters Score -511427.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -511435.968750 Penalty: 4158.749512
	Iteration 20F: 3 clusters Score -511436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -511443.406250 Penalty: 4158.749512
	Iteration 21Q: 3 clusters Score -511443.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -511447.125000 Penalty: 4158.749512
	Iteration 22Q: 3 clusters Score -511447.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -511449.750000 Penalty: 4158.749512
	Iteration 23Q: 3 clusters Score -511449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -511450.593750 Penalty: 4158.749512
	Iteration 24Q: 3 clusters Score -511450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -511450.906250 Penalty: 4158.749512
	Iteration 25Q: 3 clusters Score -511450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -511452.343750 Penalty: 4158.749512
	Iteration 26Q: 3 clusters Score -511452.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -511453.218750 Penalty: 4158.749512
	Iteration 27Q: 3 clusters Score -511453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -511454.000000 Penalty: 4158.749512
	Iteration 28Q: 3 clusters Score -511454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -511453.843750 Penalty: 4158.749512
	Iteration 29Q: 3 clusters Score -511453.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -511453.843750 Penalty: 4158.749512
	Iteration 30F: 3 clusters Score -511453.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Entering Unmasked Estep 
Score: -1340954.000000 Penalty: 2313.242432
	Iteration 0F: 2 clusters Score -1340954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1332522.625000 Penalty: 4626.484863
	Iteration 0F: 3 clusters Score -1332523 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1334995.125000 Penalty: 4626.484863
	Iteration 1F: 3 clusters Score -1334995 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1335281.500000 Penalty: 4626.484863
	Iteration 2F: 3 clusters Score -1335282 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1335473.000000 Penalty: 4626.484863
	Iteration 3Q: 3 clusters Score -1335473 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1335650.125000 Penalty: 4626.484863
	Iteration 4Q: 3 clusters Score -1335650 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1335813.500000 Penalty: 4626.484863
	Iteration 5Q: 3 clusters Score -1335814 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1335995.750000 Penalty: 4626.484863
	Iteration 6Q: 3 clusters Score -1335996 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1336188.125000 Penalty: 4626.484863
	Iteration 7Q: 3 clusters Score -1336188 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1336401.625000 Penalty: 4626.484863
	Iteration 8Q: 3 clusters Score -1336402 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1336641.500000 Penalty: 4626.484863
	Iteration 9Q: 3 clusters Score -1336642 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1336922.375000 Penalty: 4626.484863
	Iteration 10Q: 3 clusters Score -1336922 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1337225.125000 Penalty: 4626.484863
	Iteration 11Q: 3 clusters Score -1337225 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1337527.750000 Penalty: 4626.484863
	Iteration 12Q: 3 clusters Score -1337528 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1337856.750000 Penalty: 4626.484863
	Iteration 13Q: 3 clusters Score -1337857 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1338165.750000 Penalty: 4626.484863
	Iteration 14Q: 3 clusters Score -1338166 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1338429.125000 Penalty: 4626.484863
	Iteration 15Q: 3 clusters Score -1338429 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1338617.000000 Penalty: 4626.484863
	Iteration 16Q: 3 clusters Score -1338617 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1338731.125000 Penalty: 4626.484863
	Iteration 17Q: 3 clusters Score -1338731 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1338799.000000 Penalty: 4626.484863
	Iteration 18Q: 3 clusters Score -1338799 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1338852.500000 Penalty: 4626.484863
	Iteration 19Q: 3 clusters Score -1338852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1338899.750000 Penalty: 4626.484863
	Iteration 20F: 3 clusters Score -1338900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1338933.125000 Penalty: 4626.484863
	Iteration 21Q: 3 clusters Score -1338933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1338954.125000 Penalty: 4626.484863
	Iteration 22Q: 3 clusters Score -1338954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1338973.875000 Penalty: 4626.484863
	Iteration 23Q: 3 clusters Score -1338974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1338984.875000 Penalty: 4626.484863
	Iteration 24Q: 3 clusters Score -1338985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1338991.125000 Penalty: 4626.484863
	Iteration 25Q: 3 clusters Score -1338991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1338994.125000 Penalty: 4626.484863
	Iteration 26Q: 3 clusters Score -1338994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1339005.375000 Penalty: 4626.484863
	Iteration 27Q: 3 clusters Score -1339005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1339010.500000 Penalty: 4626.484863
	Iteration 28Q: 3 clusters Score -1339010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1339017.250000 Penalty: 4626.484863
	Iteration 29Q: 3 clusters Score -1339017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1339024.125000 Penalty: 4626.484863
	Iteration 30Q: 3 clusters Score -1339024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1339028.000000 Penalty: 4626.484863
	Iteration 31Q: 3 clusters Score -1339028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1339036.750000 Penalty: 4626.484863
	Iteration 32Q: 3 clusters Score -1339037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1339040.750000 Penalty: 4626.484863
	Iteration 33Q: 3 clusters Score -1339041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1339041.875000 Penalty: 4626.484863
	Iteration 34Q: 3 clusters Score -1339042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1339042.125000 Penalty: 4626.484863
	Iteration 35Q: 3 clusters Score -1339042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1339043.250000 Penalty: 4626.484863
	Iteration 36Q: 3 clusters Score -1339043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1339043.375000 Penalty: 4626.484863
	Iteration 37Q: 3 clusters Score -1339043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1339044.000000 Penalty: 4626.484863
	Iteration 38Q: 3 clusters Score -1339044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1339042.875000 Penalty: 4626.484863
	Iteration 39Q: 3 clusters Score -1339043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1339042.750000 Penalty: 4626.484863
	Iteration 40F: 3 clusters Score -1339043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (186152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186152 members 
Entering Unmasked Estep 
Score: -22088418.000000 Penalty: 3009.311279
	Iteration 0F: 2 clusters Score -2.208842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -21970688.000000 Penalty: 6018.622559
	Iteration 0F: 3 clusters Score -2.197069e+07 nChanged 89407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92173 members 
Mstep: Class 2 contains 93979 members 
Entering Unmasked Estep 
Score: -22024294.000000 Penalty: 6018.622559
	Iteration 1F: 3 clusters Score -2.202429e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 94741 members 
Entering Unmasked Estep 
Score: -22025624.000000 Penalty: 6018.622559
	Iteration 2Q: 3 clusters Score -2.202562e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 95924 members 
Entering Unmasked Estep 
Score: -22027862.000000 Penalty: 6018.622559
	Iteration 3Q: 3 clusters Score -2.202786e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88554 members 
Mstep: Class 2 contains 97598 members 
Entering Unmasked Estep 
Score: -22030998.000000 Penalty: 6018.622559
	Iteration 4Q: 3 clusters Score -2.2031e+07 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86177 members 
Mstep: Class 2 contains 99975 members 
Entering Unmasked Estep 
Score: -22035600.000000 Penalty: 6018.622559
	Iteration 5Q: 3 clusters Score -2.20356e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 102906 members 
Entering Unmasked Estep 
Score: -22042566.000000 Penalty: 6018.622559
	Iteration 6F: 3 clusters Score -2.204257e+07 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 106210 members 
Entering Unmasked Estep 
Score: -22052498.000000 Penalty: 6018.622559
	Iteration 7F: 3 clusters Score -2.20525e+07 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 108985 members 
Entering Unmasked Estep 
Score: -22062138.000000 Penalty: 6018.622559
	Iteration 8F: 3 clusters Score -2.206214e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 110850 members 
Entering Unmasked Estep 
Score: -22068348.000000 Penalty: 6018.622559
	Iteration 9F: 3 clusters Score -2.206835e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74009 members 
Mstep: Class 2 contains 112143 members 
Entering Unmasked Estep 
Score: -22071448.000000 Penalty: 6018.622559
	Iteration 10Q: 3 clusters Score -2.207145e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73042 members 
Mstep: Class 2 contains 113110 members 
Entering Unmasked Estep 
Score: -22072940.000000 Penalty: 6018.622559
	Iteration 11Q: 3 clusters Score -2.207294e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72161 members 
Mstep: Class 2 contains 113991 members 
Entering Unmasked Estep 
Score: -22073968.000000 Penalty: 6018.622559
	Iteration 12Q: 3 clusters Score -2.207397e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71273 members 
Mstep: Class 2 contains 114879 members 
Entering Unmasked Estep 
Score: -22074908.000000 Penalty: 6018.622559
	Iteration 13Q: 3 clusters Score -2.207491e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 115711 members 
Entering Unmasked Estep 
Score: -22075658.000000 Penalty: 6018.622559
	Iteration 14Q: 3 clusters Score -2.207566e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 116468 members 
Entering Unmasked Estep 
Score: -22076222.000000 Penalty: 6018.622559
	Iteration 15Q: 3 clusters Score -2.207622e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 117218 members 
Entering Unmasked Estep 
Score: -22076696.000000 Penalty: 6018.622559
	Iteration 16Q: 3 clusters Score -2.20767e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 118022 members 
Entering Unmasked Estep 
Score: -22077060.000000 Penalty: 6018.622559
	Iteration 17Q: 3 clusters Score -2.207706e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 118865 members 
Entering Unmasked Estep 
Score: -22077408.000000 Penalty: 6018.622559
	Iteration 18Q: 3 clusters Score -2.207741e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 119760 members 
Entering Unmasked Estep 
Score: -22077792.000000 Penalty: 6018.622559
	Iteration 19Q: 3 clusters Score -2.207779e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 120647 members 
Entering Unmasked Estep 
Score: -22077888.000000 Penalty: 6018.622559
	Iteration 20F: 3 clusters Score -2.207789e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 121520 members 
Entering Unmasked Estep 
Score: -22078056.000000 Penalty: 6018.622559
	Iteration 21Q: 3 clusters Score -2.207806e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 122334 members 
Entering Unmasked Estep 
Score: -22078258.000000 Penalty: 6018.622559
	Iteration 22Q: 3 clusters Score -2.207826e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63024 members 
Mstep: Class 2 contains 123128 members 
Entering Unmasked Estep 
Score: -22078350.000000 Penalty: 6018.622559
	Iteration 23Q: 3 clusters Score -2.207835e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 123927 members 
Entering Unmasked Estep 
Score: -22078422.000000 Penalty: 6018.622559
	Iteration 24Q: 3 clusters Score -2.207842e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 124742 members 
Entering Unmasked Estep 
Score: -22078614.000000 Penalty: 6018.622559
	Iteration 25Q: 3 clusters Score -2.207861e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -22078682.000000 Penalty: 6018.622559
	Iteration 26Q: 3 clusters Score -2.207868e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 126458 members 
Entering Unmasked Estep 
Score: -22078822.000000 Penalty: 6018.622559
	Iteration 27Q: 3 clusters Score -2.207882e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 127276 members 
Entering Unmasked Estep 
Score: -22079000.000000 Penalty: 6018.622559
	Iteration 28Q: 3 clusters Score -2.2079e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 128143 members 
Entering Unmasked Estep 
Score: -22079076.000000 Penalty: 6018.622559
	Iteration 29Q: 3 clusters Score -2.207908e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 128998 members 
Entering Unmasked Estep 
Score: -22079204.000000 Penalty: 6018.622559
	Iteration 30Q: 3 clusters Score -2.20792e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 129877 members 
Entering Unmasked Estep 
Score: -22079308.000000 Penalty: 6018.622559
	Iteration 31Q: 3 clusters Score -2.207931e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 130824 members 
Entering Unmasked Estep 
Score: -22079468.000000 Penalty: 6018.622559
	Iteration 32Q: 3 clusters Score -2.207947e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 131805 members 
Entering Unmasked Estep 
Score: -22079542.000000 Penalty: 6018.622559
	Iteration 33Q: 3 clusters Score -2.207954e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 132800 members 
Entering Unmasked Estep 
Score: -22079640.000000 Penalty: 6018.622559
	Iteration 34Q: 3 clusters Score -2.207964e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 133800 members 
Entering Unmasked Estep 
Score: -22079838.000000 Penalty: 6018.622559
	Iteration 35Q: 3 clusters Score -2.207984e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 134822 members 
Entering Unmasked Estep 
Score: -22080086.000000 Penalty: 6018.622559
	Iteration 36Q: 3 clusters Score -2.208009e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 135882 members 
Entering Unmasked Estep 
Score: -22080304.000000 Penalty: 6018.622559
	Iteration 37Q: 3 clusters Score -2.20803e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 137039 members 
Entering Unmasked Estep 
Score: -22080386.000000 Penalty: 6018.622559
	Iteration 38Q: 3 clusters Score -2.208039e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 138302 members 
Entering Unmasked Estep 
Score: -22080602.000000 Penalty: 6018.622559
	Iteration 39Q: 3 clusters Score -2.20806e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 139674 members 
Entering Unmasked Estep 
Score: -22080942.000000 Penalty: 6018.622559
	Iteration 40F: 3 clusters Score -2.208094e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 141113 members 
Entering Unmasked Estep 
Score: -22081540.000000 Penalty: 6018.622559
	Iteration 41Q: 3 clusters Score -2.208154e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 142676 members 
Entering Unmasked Estep 
Score: -22082280.000000 Penalty: 6018.622559
	Iteration 42Q: 3 clusters Score -2.208228e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 144338 members 
Entering Unmasked Estep 
Score: -22083220.000000 Penalty: 6018.622559
	Iteration 43Q: 3 clusters Score -2.208322e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 146057 members 
Entering Unmasked Estep 
Score: -22084156.000000 Penalty: 6018.622559
	Iteration 44Q: 3 clusters Score -2.208416e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 147813 members 
Entering Unmasked Estep 
Score: -22085452.000000 Penalty: 6018.622559
	Iteration 45Q: 3 clusters Score -2.208545e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 149570 members 
Entering Unmasked Estep 
Score: -22086906.000000 Penalty: 6018.622559
	Iteration 46Q: 3 clusters Score -2.208691e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -22088240.000000 Penalty: 6018.622559
	Iteration 47Q: 3 clusters Score -2.208824e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 152489 members 
Entering Unmasked Estep 
Score: -22089248.000000 Penalty: 6018.622559
	Iteration 48Q: 3 clusters Score -2.208925e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 153543 members 
Entering Unmasked Estep 
Score: -22089674.000000 Penalty: 6018.622559
	Iteration 49Q: 3 clusters Score -2.208967e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 154383 members 
Entering Unmasked Estep 
Score: -22089832.000000 Penalty: 6018.622559
	Iteration 50Q: 3 clusters Score -2.208983e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 155064 members 
Entering Unmasked Estep 
Score: -22089860.000000 Penalty: 6018.622559
	Iteration 51Q: 3 clusters Score -2.208986e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 155615 members 
Entering Unmasked Estep 
Score: -22089934.000000 Penalty: 6018.622559
	Iteration 52Q: 3 clusters Score -2.208993e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 156098 members 
Entering Unmasked Estep 
Score: -22089968.000000 Penalty: 6018.622559
	Iteration 53Q: 3 clusters Score -2.208997e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 156553 members 
Entering Unmasked Estep 
Score: -22089934.000000 Penalty: 6018.622559
	Iteration 54Q: 3 clusters Score -2.208993e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 156957 members 
Entering Unmasked Estep 
Score: -22089926.000000 Penalty: 6018.622559
	Iteration 55Q: 3 clusters Score -2.208993e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 157359 members 
Entering Unmasked Estep 
Score: -22089840.000000 Penalty: 6018.622559
	Iteration 56Q: 3 clusters Score -2.208984e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 157734 members 
Entering Unmasked Estep 
Score: -22089782.000000 Penalty: 6018.622559
	Iteration 57Q: 3 clusters Score -2.208978e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 158091 members 
Entering Unmasked Estep 
Score: -22089754.000000 Penalty: 6018.622559
	Iteration 58Q: 3 clusters Score -2.208975e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 158415 members 
Entering Unmasked Estep 
Score: -22089756.000000 Penalty: 6018.622559
	Iteration 59Q: 3 clusters Score -2.208976e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 158693 members 
Entering Unmasked Estep 
Score: -22089786.000000 Penalty: 6018.622559
	Iteration 60F: 3 clusters Score -2.208979e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 158936 members 
Entering Unmasked Estep 
Score: -22089804.000000 Penalty: 6018.622559
	Iteration 61Q: 3 clusters Score -2.20898e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 159155 members 
Entering Unmasked Estep 
Score: -22089782.000000 Penalty: 6018.622559
	Iteration 62Q: 3 clusters Score -2.208978e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 159372 members 
Entering Unmasked Estep 
Score: -22089718.000000 Penalty: 6018.622559
	Iteration 63Q: 3 clusters Score -2.208972e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 159573 members 
Entering Unmasked Estep 
Score: -22089694.000000 Penalty: 6018.622559
	Iteration 64Q: 3 clusters Score -2.208969e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 159765 members 
Entering Unmasked Estep 
Score: -22089698.000000 Penalty: 6018.622559
	Iteration 65Q: 3 clusters Score -2.20897e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 159948 members 
Entering Unmasked Estep 
Score: -22089662.000000 Penalty: 6018.622559
	Iteration 66Q: 3 clusters Score -2.208966e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 160124 members 
Entering Unmasked Estep 
Score: -22089668.000000 Penalty: 6018.622559
	Iteration 67Q: 3 clusters Score -2.208967e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 160265 members 
Entering Unmasked Estep 
Score: -22089626.000000 Penalty: 6018.622559
	Iteration 68Q: 3 clusters Score -2.208963e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 160378 members 
Entering Unmasked Estep 
Score: -22089582.000000 Penalty: 6018.622559
	Iteration 69Q: 3 clusters Score -2.208958e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 160484 members 
Entering Unmasked Estep 
Score: -22089560.000000 Penalty: 6018.622559
	Iteration 70Q: 3 clusters Score -2.208956e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 160595 members 
Entering Unmasked Estep 
Score: -22089526.000000 Penalty: 6018.622559
	Iteration 71Q: 3 clusters Score -2.208953e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 160705 members 
Entering Unmasked Estep 
Score: -22089498.000000 Penalty: 6018.622559
	Iteration 72Q: 3 clusters Score -2.20895e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 160797 members 
Entering Unmasked Estep 
Score: -22089432.000000 Penalty: 6018.622559
	Iteration 73Q: 3 clusters Score -2.208943e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 160878 members 
Entering Unmasked Estep 
Score: -22089438.000000 Penalty: 6018.622559
	Iteration 74Q: 3 clusters Score -2.208944e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 160960 members 
Entering Unmasked Estep 
Score: -22089410.000000 Penalty: 6018.622559
	Iteration 75Q: 3 clusters Score -2.208941e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 161043 members 
Entering Unmasked Estep 
Score: -22089390.000000 Penalty: 6018.622559
	Iteration 76Q: 3 clusters Score -2.208939e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 161113 members 
Entering Unmasked Estep 
Score: -22089374.000000 Penalty: 6018.622559
	Iteration 77Q: 3 clusters Score -2.208937e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 161182 members 
Entering Unmasked Estep 
Score: -22089408.000000 Penalty: 6018.622559
	Iteration 78Q: 3 clusters Score -2.208941e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 161244 members 
Entering Unmasked Estep 
Score: -22089408.000000 Penalty: 6018.622559
	Iteration 79Q: 3 clusters Score -2.208941e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 161315 members 
Entering Unmasked Estep 
Score: -22089392.000000 Penalty: 6018.622559
	Iteration 80F: 3 clusters Score -2.208939e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 161378 members 
Entering Unmasked Estep 
Score: -22089380.000000 Penalty: 6018.622559
	Iteration 81Q: 3 clusters Score -2.208938e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 161446 members 
Entering Unmasked Estep 
Score: -22089334.000000 Penalty: 6018.622559
	Iteration 82Q: 3 clusters Score -2.208933e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 161512 members 
Entering Unmasked Estep 
Score: -22089310.000000 Penalty: 6018.622559
	Iteration 83Q: 3 clusters Score -2.208931e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 161580 members 
Entering Unmasked Estep 
Score: -22089270.000000 Penalty: 6018.622559
	Iteration 84Q: 3 clusters Score -2.208927e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 161652 members 
Entering Unmasked Estep 
Score: -22089272.000000 Penalty: 6018.622559
	Iteration 85Q: 3 clusters Score -2.208927e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 161701 members 
Entering Unmasked Estep 
Score: -22089238.000000 Penalty: 6018.622559
	Iteration 86Q: 3 clusters Score -2.208924e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 161745 members 
Entering Unmasked Estep 
Score: -22089252.000000 Penalty: 6018.622559
	Iteration 87Q: 3 clusters Score -2.208925e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 161778 members 
Entering Unmasked Estep 
Score: -22089230.000000 Penalty: 6018.622559
	Iteration 88Q: 3 clusters Score -2.208923e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 161819 members 
Entering Unmasked Estep 
Score: -22089218.000000 Penalty: 6018.622559
	Iteration 89Q: 3 clusters Score -2.208922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 161854 members 
Entering Unmasked Estep 
Score: -22089244.000000 Penalty: 6018.622559
	Iteration 90Q: 3 clusters Score -2.208924e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 161891 members 
Entering Unmasked Estep 
Score: -22089238.000000 Penalty: 6018.622559
	Iteration 91Q: 3 clusters Score -2.208924e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 161926 members 
Entering Unmasked Estep 
Score: -22089212.000000 Penalty: 6018.622559
	Iteration 92Q: 3 clusters Score -2.208921e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 161952 members 
Entering Unmasked Estep 
Score: -22089234.000000 Penalty: 6018.622559
	Iteration 93Q: 3 clusters Score -2.208923e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 161991 members 
Entering Unmasked Estep 
Score: -22089228.000000 Penalty: 6018.622559
	Iteration 94Q: 3 clusters Score -2.208923e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 162025 members 
Entering Unmasked Estep 
Score: -22089202.000000 Penalty: 6018.622559
	Iteration 95Q: 3 clusters Score -2.20892e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 162061 members 
Entering Unmasked Estep 
Score: -22089186.000000 Penalty: 6018.622559
	Iteration 96Q: 3 clusters Score -2.208919e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 162088 members 
Entering Unmasked Estep 
Score: -22089170.000000 Penalty: 6018.622559
	Iteration 97Q: 3 clusters Score -2.208917e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 162117 members 
Entering Unmasked Estep 
Score: -22089198.000000 Penalty: 6018.622559
	Iteration 98Q: 3 clusters Score -2.20892e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 162147 members 
Entering Unmasked Estep 
Score: -22089182.000000 Penalty: 6018.622559
	Iteration 99Q: 3 clusters Score -2.208918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 162172 members 
Entering Unmasked Estep 
Score: -22089202.000000 Penalty: 6018.622559
	Iteration 100F: 3 clusters Score -2.20892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 162189 members 
Entering Unmasked Estep 
Score: -22089186.000000 Penalty: 6018.622559
	Iteration 101Q: 3 clusters Score -2.208919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 162210 members 
Entering Unmasked Estep 
Score: -22089202.000000 Penalty: 6018.622559
	Iteration 102Q: 3 clusters Score -2.20892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 162231 members 
Entering Unmasked Estep 
Score: -22089164.000000 Penalty: 6018.622559
	Iteration 103Q: 3 clusters Score -2.208916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 162257 members 
Entering Unmasked Estep 
Score: -22089178.000000 Penalty: 6018.622559
	Iteration 104Q: 3 clusters Score -2.208918e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 162289 members 
Entering Unmasked Estep 
Score: -22089166.000000 Penalty: 6018.622559
	Iteration 105Q: 3 clusters Score -2.208917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 162308 members 
Entering Unmasked Estep 
Score: -22089182.000000 Penalty: 6018.622559
	Iteration 106Q: 3 clusters Score -2.208918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 162327 members 
Entering Unmasked Estep 
Score: -22089152.000000 Penalty: 6018.622559
	Iteration 107Q: 3 clusters Score -2.208915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 162340 members 
Entering Unmasked Estep 
Score: -22089144.000000 Penalty: 6018.622559
	Iteration 108Q: 3 clusters Score -2.208914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 162350 members 
Entering Unmasked Estep 
Score: -22089136.000000 Penalty: 6018.622559
	Iteration 109Q: 3 clusters Score -2.208914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 162356 members 
Entering Unmasked Estep 
Score: -22089120.000000 Penalty: 6018.622559
	Iteration 110Q: 3 clusters Score -2.208912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 162367 members 
Entering Unmasked Estep 
Score: -22089116.000000 Penalty: 6018.622559
	Iteration 111Q: 3 clusters Score -2.208912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 162375 members 
Entering Unmasked Estep 
Score: -22089120.000000 Penalty: 6018.622559
	Iteration 112Q: 3 clusters Score -2.208912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 162385 members 
Entering Unmasked Estep 
Score: -22089130.000000 Penalty: 6018.622559
	Iteration 113Q: 3 clusters Score -2.208913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 162393 members 
Entering Unmasked Estep 
Score: -22089140.000000 Penalty: 6018.622559
	Iteration 114Q: 3 clusters Score -2.208914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 162397 members 
Entering Unmasked Estep 
Score: -22089124.000000 Penalty: 6018.622559
	Iteration 115Q: 3 clusters Score -2.208912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 162401 members 
Entering Unmasked Estep 
Score: -22089122.000000 Penalty: 6018.622559
	Iteration 116Q: 3 clusters Score -2.208912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 162405 members 
Entering Unmasked Estep 
Score: -22089122.000000 Penalty: 6018.622559
	Iteration 117Q: 3 clusters Score -2.208912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 162415 members 
Entering Unmasked Estep 
Score: -22089128.000000 Penalty: 6018.622559
	Iteration 118Q: 3 clusters Score -2.208913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 162422 members 
Entering Unmasked Estep 
Score: -22089134.000000 Penalty: 6018.622559
	Iteration 119Q: 3 clusters Score -2.208913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 162429 members 
Entering Unmasked Estep 
Score: -22089114.000000 Penalty: 6018.622559
	Iteration 120F: 3 clusters Score -2.208911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 162438 members 
Entering Unmasked Estep 
Score: -22089116.000000 Penalty: 6018.622559
	Iteration 121Q: 3 clusters Score -2.208912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 162442 members 
Entering Unmasked Estep 
Score: -22089106.000000 Penalty: 6018.622559
	Iteration 122Q: 3 clusters Score -2.208911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 162446 members 
Entering Unmasked Estep 
Score: -22089106.000000 Penalty: 6018.622559
	Iteration 123Q: 3 clusters Score -2.208911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 162454 members 
Entering Unmasked Estep 
Score: -22089090.000000 Penalty: 6018.622559
	Iteration 124Q: 3 clusters Score -2.208909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 162462 members 
Entering Unmasked Estep 
Score: -22089078.000000 Penalty: 6018.622559
	Iteration 125Q: 3 clusters Score -2.208908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 162469 members 
Entering Unmasked Estep 
Score: -22089094.000000 Penalty: 6018.622559
	Iteration 126Q: 3 clusters Score -2.208909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 162480 members 
Entering Unmasked Estep 
Score: -22089084.000000 Penalty: 6018.622559
	Iteration 127Q: 3 clusters Score -2.208908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 162484 members 
Entering Unmasked Estep 
Score: -22089086.000000 Penalty: 6018.622559
	Iteration 128Q: 3 clusters Score -2.208909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 162492 members 
Entering Unmasked Estep 
Score: -22089098.000000 Penalty: 6018.622559
	Iteration 129Q: 3 clusters Score -2.20891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 162499 members 
Entering Unmasked Estep 
Score: -22089092.000000 Penalty: 6018.622559
	Iteration 130Q: 3 clusters Score -2.208909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 162503 members 
Entering Unmasked Estep 
Score: -22089090.000000 Penalty: 6018.622559
	Iteration 131Q: 3 clusters Score -2.208909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 162507 members 
Entering Unmasked Estep 
Score: -22089084.000000 Penalty: 6018.622559
	Iteration 132Q: 3 clusters Score -2.208908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 162509 members 
Entering Unmasked Estep 
Score: -22089086.000000 Penalty: 6018.622559
	Iteration 133Q: 3 clusters Score -2.208909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 162513 members 
Entering Unmasked Estep 
Score: -22089094.000000 Penalty: 6018.622559
	Iteration 134Q: 3 clusters Score -2.208909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 162513 members 
Entering Unmasked Estep 
Score: -22089086.000000 Penalty: 6018.622559
	Iteration 135Q: 3 clusters Score -2.208909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 162513 members 
Entering Unmasked Estep 
Score: -22089086.000000 Penalty: 6018.622559
	Iteration 136F: 3 clusters Score -2.208909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148457 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 11244 members 
Mstep: Class 4 contains 23639 members 
Mstep: Class 5 contains 17973 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 158779 members 
Mstep: Class 8 contains 4564 members 
Mstep: Class 9 contains 14318 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 108407 members 
Mstep: Class 13 contains 142163 members 
Mstep: Class 14 contains 8503 members 
Mstep: Class 15 contains 96471 members 
Mstep: Class 16 contains 14625 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 52282 members 
Mstep: Class 20 contains 9015 members 
Mstep: Class 21 contains 11643 members 
Mstep: Class 22 contains 35551 members 
Mstep: Class 23 contains 41883 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 4074 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 196529 members 
Mstep: Class 28 contains 6775 members 
Mstep: Class 29 contains 9821 members 
Mstep: Class 30 contains 4786 members 
Mstep: Class 31 contains 162513 members 
Entering Unmasked Estep 
Score: -156055728.000000 Penalty: 108497.656250
Splitting cluster 4 changes total score from -156054096.000000 to -156055728.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 5 (17973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Entering Unmasked Estep 
Score: -2116324.500000 Penalty: 2429.563232
	Iteration 0F: 2 clusters Score -2116324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2103508.000000 Penalty: 4859.126465
	Iteration 0F: 3 clusters Score -2103508 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2107779.000000 Penalty: 4859.126465
	Iteration 1F: 3 clusters Score -2107779 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2108211.750000 Penalty: 4859.126465
	Iteration 2F: 3 clusters Score -2108212 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2108616.000000 Penalty: 4859.126465
	Iteration 3Q: 3 clusters Score -2108616 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2109034.750000 Penalty: 4859.126465
	Iteration 4Q: 3 clusters Score -2109035 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2109551.000000 Penalty: 4859.126465
	Iteration 5Q: 3 clusters Score -2109551 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2110286.000000 Penalty: 4859.126465
	Iteration 6F: 3 clusters Score -2110286 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2111189.000000 Penalty: 4859.126465
	Iteration 7F: 3 clusters Score -2111189 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2112235.750000 Penalty: 4859.126465
	Iteration 8F: 3 clusters Score -2112236 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2113208.500000 Penalty: 4859.126465
	Iteration 9F: 3 clusters Score -2113208 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2113912.750000 Penalty: 4859.126465
	Iteration 10F: 3 clusters Score -2113913 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2114310.000000 Penalty: 4859.126465
	Iteration 11Q: 3 clusters Score -2114310 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2114495.250000 Penalty: 4859.126465
	Iteration 12Q: 3 clusters Score -2114495 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2114577.500000 Penalty: 4859.126465
	Iteration 13Q: 3 clusters Score -2114578 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2114619.500000 Penalty: 4859.126465
	Iteration 14Q: 3 clusters Score -2114620 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2114663.500000 Penalty: 4859.126465
	Iteration 15Q: 3 clusters Score -2114664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2114691.500000 Penalty: 4859.126465
	Iteration 16Q: 3 clusters Score -2114692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2114712.250000 Penalty: 4859.126465
	Iteration 17Q: 3 clusters Score -2114712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2114722.250000 Penalty: 4859.126465
	Iteration 18Q: 3 clusters Score -2114722 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2114732.250000 Penalty: 4859.126465
	Iteration 19Q: 3 clusters Score -2114732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2114742.750000 Penalty: 4859.126465
	Iteration 20F: 3 clusters Score -2114743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2114746.000000 Penalty: 4859.126465
	Iteration 21Q: 3 clusters Score -2114746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2114755.250000 Penalty: 4859.126465
	Iteration 22Q: 3 clusters Score -2114755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2114763.250000 Penalty: 4859.126465
	Iteration 23Q: 3 clusters Score -2114763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2114770.250000 Penalty: 4859.126465
	Iteration 24Q: 3 clusters Score -2114770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2114771.750000 Penalty: 4859.126465
	Iteration 25Q: 3 clusters Score -2114772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2114770.500000 Penalty: 4859.126465
	Iteration 26Q: 3 clusters Score -2114770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2114772.250000 Penalty: 4859.126465
	Iteration 27Q: 3 clusters Score -2114772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2114769.500000 Penalty: 4859.126465
	Iteration 28Q: 3 clusters Score -2114770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2114773.000000 Penalty: 4859.126465
	Iteration 29Q: 3 clusters Score -2114773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2114776.750000 Penalty: 4859.126465
	Iteration 30Q: 3 clusters Score -2114777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2114775.250000 Penalty: 4859.126465
	Iteration 31Q: 3 clusters Score -2114775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2114775.250000 Penalty: 4859.126465
	Iteration 32F: 3 clusters Score -2114775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -511937.187500 Penalty: 2079.884033
	Iteration 0F: 2 clusters Score -511937.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -507754.062500 Penalty: 4159.768066
	Iteration 0F: 3 clusters Score -507754.1 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -508731.750000 Penalty: 4159.768066
	Iteration 1F: 3 clusters Score -508731.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -508944.031250 Penalty: 4159.768066
	Iteration 2F: 3 clusters Score -508944 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -509063.875000 Penalty: 4159.768066
	Iteration 3Q: 3 clusters Score -509063.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -509141.781250 Penalty: 4159.768066
	Iteration 4Q: 3 clusters Score -509141.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -509197.843750 Penalty: 4159.768066
	Iteration 5Q: 3 clusters Score -509197.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -509237.593750 Penalty: 4159.768066
	Iteration 6Q: 3 clusters Score -509237.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -509273.375000 Penalty: 4159.768066
	Iteration 7Q: 3 clusters Score -509273.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -509304.968750 Penalty: 4159.768066
	Iteration 8Q: 3 clusters Score -509305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -509332.687500 Penalty: 4159.768066
	Iteration 9Q: 3 clusters Score -509332.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -509361.968750 Penalty: 4159.768066
	Iteration 10Q: 3 clusters Score -509362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -509383.906250 Penalty: 4159.768066
	Iteration 11Q: 3 clusters Score -509383.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -509401.750000 Penalty: 4159.768066
	Iteration 12Q: 3 clusters Score -509401.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -509419.812500 Penalty: 4159.768066
	Iteration 13Q: 3 clusters Score -509419.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -509430.625000 Penalty: 4159.768066
	Iteration 14Q: 3 clusters Score -509430.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -509447.031250 Penalty: 4159.768066
	Iteration 15Q: 3 clusters Score -509447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -509458.781250 Penalty: 4159.768066
	Iteration 16Q: 3 clusters Score -509458.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -509476.062500 Penalty: 4159.768066
	Iteration 17Q: 3 clusters Score -509476.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -509494.312500 Penalty: 4159.768066
	Iteration 18Q: 3 clusters Score -509494.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -509508.343750 Penalty: 4159.768066
	Iteration 19Q: 3 clusters Score -509508.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -509521.343750 Penalty: 4159.768066
	Iteration 20F: 3 clusters Score -509521.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -509530.187500 Penalty: 4159.768066
	Iteration 21Q: 3 clusters Score -509530.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -509537.937500 Penalty: 4159.768066
	Iteration 22Q: 3 clusters Score -509537.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -509547.500000 Penalty: 4159.768066
	Iteration 23Q: 3 clusters Score -509547.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -509556.750000 Penalty: 4159.768066
	Iteration 24Q: 3 clusters Score -509556.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -509567.906250 Penalty: 4159.768066
	Iteration 25Q: 3 clusters Score -509567.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -509582.500000 Penalty: 4159.768066
	Iteration 26Q: 3 clusters Score -509582.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -509593.750000 Penalty: 4159.768066
	Iteration 27Q: 3 clusters Score -509593.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -509609.031250 Penalty: 4159.768066
	Iteration 28Q: 3 clusters Score -509609 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -509628.375000 Penalty: 4159.768066
	Iteration 29Q: 3 clusters Score -509628.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -509650.812500 Penalty: 4159.768066
	Iteration 30Q: 3 clusters Score -509650.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -509677.593750 Penalty: 4159.768066
	Iteration 31Q: 3 clusters Score -509677.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -509710.718750 Penalty: 4159.768066
	Iteration 32Q: 3 clusters Score -509710.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -509748.031250 Penalty: 4159.768066
	Iteration 33Q: 3 clusters Score -509748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -509787.281250 Penalty: 4159.768066
	Iteration 34Q: 3 clusters Score -509787.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -509828.500000 Penalty: 4159.768066
	Iteration 35Q: 3 clusters Score -509828.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -509860.437500 Penalty: 4159.768066
	Iteration 36Q: 3 clusters Score -509860.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -509900.250000 Penalty: 4159.768066
	Iteration 37Q: 3 clusters Score -509900.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -509937.156250 Penalty: 4159.768066
	Iteration 38Q: 3 clusters Score -509937.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -509981.281250 Penalty: 4159.768066
	Iteration 39Q: 3 clusters Score -509981.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -510015.312500 Penalty: 4159.768066
	Iteration 40F: 3 clusters Score -510015.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -510046.250000 Penalty: 4159.768066
	Iteration 41Q: 3 clusters Score -510046.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -510074.250000 Penalty: 4159.768066
	Iteration 42Q: 3 clusters Score -510074.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -510094.906250 Penalty: 4159.768066
	Iteration 43Q: 3 clusters Score -510094.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -510108.687500 Penalty: 4159.768066
	Iteration 44Q: 3 clusters Score -510108.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -510126.375000 Penalty: 4159.768066
	Iteration 45Q: 3 clusters Score -510126.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -510143.125000 Penalty: 4159.768066
	Iteration 46Q: 3 clusters Score -510143.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -510161.031250 Penalty: 4159.768066
	Iteration 47Q: 3 clusters Score -510161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -510176.187500 Penalty: 4159.768066
	Iteration 48Q: 3 clusters Score -510176.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -510193.031250 Penalty: 4159.768066
	Iteration 49Q: 3 clusters Score -510193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -510203.875000 Penalty: 4159.768066
	Iteration 50Q: 3 clusters Score -510203.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -510209.750000 Penalty: 4159.768066
	Iteration 51Q: 3 clusters Score -510209.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -510216.718750 Penalty: 4159.768066
	Iteration 52Q: 3 clusters Score -510216.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -510222.281250 Penalty: 4159.768066
	Iteration 53Q: 3 clusters Score -510222.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -510228.562500 Penalty: 4159.768066
	Iteration 54Q: 3 clusters Score -510228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -510233.156250 Penalty: 4159.768066
	Iteration 55Q: 3 clusters Score -510233.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -510235.687500 Penalty: 4159.768066
	Iteration 56Q: 3 clusters Score -510235.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -510238.937500 Penalty: 4159.768066
	Iteration 57Q: 3 clusters Score -510238.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -510240.187500 Penalty: 4159.768066
	Iteration 58Q: 3 clusters Score -510240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -510242.031250 Penalty: 4159.768066
	Iteration 59Q: 3 clusters Score -510242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -510244.062500 Penalty: 4159.768066
	Iteration 60F: 3 clusters Score -510244.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -510244.156250 Penalty: 4159.768066
	Iteration 61Q: 3 clusters Score -510244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -510244.187500 Penalty: 4159.768066
	Iteration 62Q: 3 clusters Score -510244.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -510244.187500 Penalty: 4159.768066
	Iteration 63F: 3 clusters Score -510244.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (158779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158779 members 
Entering Unmasked Estep 
Score: -18935360.000000 Penalty: 2969.866455
	Iteration 0F: 2 clusters Score -1.893536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 79424 members 
Entering Unmasked Estep 
Score: -18829688.000000 Penalty: 5939.732910
	Iteration 0F: 3 clusters Score -1.882969e+07 nChanged 76288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -18873970.000000 Penalty: 5939.732910
	Iteration 1F: 3 clusters Score -1.887397e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78288 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -18874990.000000 Penalty: 5939.732910
	Iteration 2Q: 3 clusters Score -1.887499e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -18875862.000000 Penalty: 5939.732910
	Iteration 3Q: 3 clusters Score -1.887586e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76395 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -18877138.000000 Penalty: 5939.732910
	Iteration 4Q: 3 clusters Score -1.887714e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -18878426.000000 Penalty: 5939.732910
	Iteration 5Q: 3 clusters Score -1.887843e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72499 members 
Mstep: Class 2 contains 86280 members 
Entering Unmasked Estep 
Score: -18880340.000000 Penalty: 5939.732910
	Iteration 6Q: 3 clusters Score -1.888034e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -18883240.000000 Penalty: 5939.732910
	Iteration 7Q: 3 clusters Score -1.888324e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 94269 members 
Entering Unmasked Estep 
Score: -18887584.000000 Penalty: 5939.732910
	Iteration 8F: 3 clusters Score -1.888758e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 100481 members 
Entering Unmasked Estep 
Score: -18894034.000000 Penalty: 5939.732910
	Iteration 9F: 3 clusters Score -1.889403e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 107591 members 
Entering Unmasked Estep 
Score: -18902024.000000 Penalty: 5939.732910
	Iteration 10F: 3 clusters Score -1.890202e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 113992 members 
Entering Unmasked Estep 
Score: -18909272.000000 Penalty: 5939.732910
	Iteration 11F: 3 clusters Score -1.890927e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 118595 members 
Entering Unmasked Estep 
Score: -18914174.000000 Penalty: 5939.732910
	Iteration 12Q: 3 clusters Score -1.891417e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 121917 members 
Entering Unmasked Estep 
Score: -18916880.000000 Penalty: 5939.732910
	Iteration 13Q: 3 clusters Score -1.891688e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 124737 members 
Entering Unmasked Estep 
Score: -18918408.000000 Penalty: 5939.732910
	Iteration 14Q: 3 clusters Score -1.891841e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 127400 members 
Entering Unmasked Estep 
Score: -18919476.000000 Penalty: 5939.732910
	Iteration 15Q: 3 clusters Score -1.891948e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 129964 members 
Entering Unmasked Estep 
Score: -18920382.000000 Penalty: 5939.732910
	Iteration 16Q: 3 clusters Score -1.892038e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 132505 members 
Entering Unmasked Estep 
Score: -18921402.000000 Penalty: 5939.732910
	Iteration 17Q: 3 clusters Score -1.89214e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 135045 members 
Entering Unmasked Estep 
Score: -18922436.000000 Penalty: 5939.732910
	Iteration 18Q: 3 clusters Score -1.892244e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 137450 members 
Entering Unmasked Estep 
Score: -18923530.000000 Penalty: 5939.732910
	Iteration 19Q: 3 clusters Score -1.892353e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 139801 members 
Entering Unmasked Estep 
Score: -18924514.000000 Penalty: 5939.732910
	Iteration 20F: 3 clusters Score -1.892451e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 142138 members 
Entering Unmasked Estep 
Score: -18925720.000000 Penalty: 5939.732910
	Iteration 21Q: 3 clusters Score -1.892572e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 144405 members 
Entering Unmasked Estep 
Score: -18926942.000000 Penalty: 5939.732910
	Iteration 22Q: 3 clusters Score -1.892694e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 146644 members 
Entering Unmasked Estep 
Score: -18928030.000000 Penalty: 5939.732910
	Iteration 23Q: 3 clusters Score -1.892803e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 148757 members 
Entering Unmasked Estep 
Score: -18929074.000000 Penalty: 5939.732910
	Iteration 24Q: 3 clusters Score -1.892907e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 150708 members 
Entering Unmasked Estep 
Score: -18930014.000000 Penalty: 5939.732910
	Iteration 25Q: 3 clusters Score -1.893001e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 152431 members 
Entering Unmasked Estep 
Score: -18930960.000000 Penalty: 5939.732910
	Iteration 26Q: 3 clusters Score -1.893096e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 153837 members 
Entering Unmasked Estep 
Score: -18931786.000000 Penalty: 5939.732910
	Iteration 27Q: 3 clusters Score -1.893179e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 154942 members 
Entering Unmasked Estep 
Score: -18932324.000000 Penalty: 5939.732910
	Iteration 28Q: 3 clusters Score -1.893232e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 155648 members 
Entering Unmasked Estep 
Score: -18932688.000000 Penalty: 5939.732910
	Iteration 29Q: 3 clusters Score -1.893269e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 156135 members 
Entering Unmasked Estep 
Score: -18932874.000000 Penalty: 5939.732910
	Iteration 30Q: 3 clusters Score -1.893287e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 156447 members 
Entering Unmasked Estep 
Score: -18932960.000000 Penalty: 5939.732910
	Iteration 31Q: 3 clusters Score -1.893296e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 156673 members 
Entering Unmasked Estep 
Score: -18933068.000000 Penalty: 5939.732910
	Iteration 32Q: 3 clusters Score -1.893307e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 156828 members 
Entering Unmasked Estep 
Score: -18933152.000000 Penalty: 5939.732910
	Iteration 33Q: 3 clusters Score -1.893315e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 156942 members 
Entering Unmasked Estep 
Score: -18933172.000000 Penalty: 5939.732910
	Iteration 34Q: 3 clusters Score -1.893317e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 157024 members 
Entering Unmasked Estep 
Score: -18933226.000000 Penalty: 5939.732910
	Iteration 35Q: 3 clusters Score -1.893323e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 157084 members 
Entering Unmasked Estep 
Score: -18933232.000000 Penalty: 5939.732910
	Iteration 36Q: 3 clusters Score -1.893323e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 157124 members 
Entering Unmasked Estep 
Score: -18933256.000000 Penalty: 5939.732910
	Iteration 37Q: 3 clusters Score -1.893326e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 157167 members 
Entering Unmasked Estep 
Score: -18933284.000000 Penalty: 5939.732910
	Iteration 38Q: 3 clusters Score -1.893328e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 157210 members 
Entering Unmasked Estep 
Score: -18933316.000000 Penalty: 5939.732910
	Iteration 39Q: 3 clusters Score -1.893332e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 157254 members 
Entering Unmasked Estep 
Score: -18933298.000000 Penalty: 5939.732910
	Iteration 40F: 3 clusters Score -1.89333e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 157292 members 
Entering Unmasked Estep 
Score: -18933312.000000 Penalty: 5939.732910
	Iteration 41Q: 3 clusters Score -1.893331e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 157314 members 
Entering Unmasked Estep 
Score: -18933306.000000 Penalty: 5939.732910
	Iteration 42Q: 3 clusters Score -1.893331e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 157335 members 
Entering Unmasked Estep 
Score: -18933326.000000 Penalty: 5939.732910
	Iteration 43Q: 3 clusters Score -1.893333e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 157359 members 
Entering Unmasked Estep 
Score: -18933336.000000 Penalty: 5939.732910
	Iteration 44Q: 3 clusters Score -1.893334e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 157378 members 
Entering Unmasked Estep 
Score: -18933326.000000 Penalty: 5939.732910
	Iteration 45Q: 3 clusters Score -1.893333e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 157392 members 
Entering Unmasked Estep 
Score: -18933314.000000 Penalty: 5939.732910
	Iteration 46Q: 3 clusters Score -1.893331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 157402 members 
Entering Unmasked Estep 
Score: -18933312.000000 Penalty: 5939.732910
	Iteration 47Q: 3 clusters Score -1.893331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 157417 members 
Entering Unmasked Estep 
Score: -18933304.000000 Penalty: 5939.732910
	Iteration 48Q: 3 clusters Score -1.89333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 157428 members 
Entering Unmasked Estep 
Score: -18933292.000000 Penalty: 5939.732910
	Iteration 49Q: 3 clusters Score -1.893329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 157435 members 
Entering Unmasked Estep 
Score: -18933306.000000 Penalty: 5939.732910
	Iteration 50Q: 3 clusters Score -1.893331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 157438 members 
Entering Unmasked Estep 
Score: -18933310.000000 Penalty: 5939.732910
	Iteration 51Q: 3 clusters Score -1.893331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 157444 members 
Entering Unmasked Estep 
Score: -18933310.000000 Penalty: 5939.732910
	Iteration 52Q: 3 clusters Score -1.893331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 157449 members 
Entering Unmasked Estep 
Score: -18933312.000000 Penalty: 5939.732910
	Iteration 53Q: 3 clusters Score -1.893331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 157456 members 
Entering Unmasked Estep 
Score: -18933304.000000 Penalty: 5939.732910
	Iteration 54Q: 3 clusters Score -1.89333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 157463 members 
Entering Unmasked Estep 
Score: -18933300.000000 Penalty: 5939.732910
	Iteration 55Q: 3 clusters Score -1.89333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 157473 members 
Entering Unmasked Estep 
Score: -18933298.000000 Penalty: 5939.732910
	Iteration 56Q: 3 clusters Score -1.89333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 157478 members 
Entering Unmasked Estep 
Score: -18933292.000000 Penalty: 5939.732910
	Iteration 57Q: 3 clusters Score -1.893329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 157485 members 
Entering Unmasked Estep 
Score: -18933322.000000 Penalty: 5939.732910
	Iteration 58Q: 3 clusters Score -1.893332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 157490 members 
Entering Unmasked Estep 
Score: -18933316.000000 Penalty: 5939.732910
	Iteration 59Q: 3 clusters Score -1.893332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 157497 members 
Entering Unmasked Estep 
Score: -18933328.000000 Penalty: 5939.732910
	Iteration 60F: 3 clusters Score -1.893333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 157507 members 
Entering Unmasked Estep 
Score: -18933328.000000 Penalty: 5939.732910
	Iteration 61Q: 3 clusters Score -1.893333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 157513 members 
Entering Unmasked Estep 
Score: -18933334.000000 Penalty: 5939.732910
	Iteration 62Q: 3 clusters Score -1.893333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 157518 members 
Entering Unmasked Estep 
Score: -18933320.000000 Penalty: 5939.732910
	Iteration 63Q: 3 clusters Score -1.893332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 157526 members 
Entering Unmasked Estep 
Score: -18933308.000000 Penalty: 5939.732910
	Iteration 64Q: 3 clusters Score -1.893331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 157534 members 
Entering Unmasked Estep 
Score: -18933326.000000 Penalty: 5939.732910
	Iteration 65Q: 3 clusters Score -1.893333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 157545 members 
Entering Unmasked Estep 
Score: -18933328.000000 Penalty: 5939.732910
	Iteration 66Q: 3 clusters Score -1.893333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 157554 members 
Entering Unmasked Estep 
Score: -18933334.000000 Penalty: 5939.732910
	Iteration 67Q: 3 clusters Score -1.893333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 157561 members 
Entering Unmasked Estep 
Score: -18933340.000000 Penalty: 5939.732910
	Iteration 68Q: 3 clusters Score -1.893334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 157569 members 
Entering Unmasked Estep 
Score: -18933336.000000 Penalty: 5939.732910
	Iteration 69Q: 3 clusters Score -1.893334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 157574 members 
Entering Unmasked Estep 
Score: -18933342.000000 Penalty: 5939.732910
	Iteration 70Q: 3 clusters Score -1.893334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 157578 members 
Entering Unmasked Estep 
Score: -18933348.000000 Penalty: 5939.732910
	Iteration 71Q: 3 clusters Score -1.893335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 157584 members 
Entering Unmasked Estep 
Score: -18933340.000000 Penalty: 5939.732910
	Iteration 72Q: 3 clusters Score -1.893334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 157591 members 
Entering Unmasked Estep 
Score: -18933342.000000 Penalty: 5939.732910
	Iteration 73Q: 3 clusters Score -1.893334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 157593 members 
Entering Unmasked Estep 
Score: -18933324.000000 Penalty: 5939.732910
	Iteration 74Q: 3 clusters Score -1.893332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 157600 members 
Entering Unmasked Estep 
Score: -18933324.000000 Penalty: 5939.732910
	Iteration 75Q: 3 clusters Score -1.893332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 157605 members 
Entering Unmasked Estep 
Score: -18933324.000000 Penalty: 5939.732910
	Iteration 76Q: 3 clusters Score -1.893332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 157607 members 
Entering Unmasked Estep 
Score: -18933324.000000 Penalty: 5939.732910
	Iteration 77Q: 3 clusters Score -1.893332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 157607 members 
Entering Unmasked Estep 
Score: -18933324.000000 Penalty: 5939.732910
	Iteration 78F: 3 clusters Score -1.893332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Entering Unmasked Estep 
Score: -526032.750000 Penalty: 2089.636719
	Iteration 0F: 2 clusters Score -526032.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -521815.812500 Penalty: 4179.273438
	Iteration 0F: 3 clusters Score -521815.8 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -522789.343750 Penalty: 4179.273438
	Iteration 1F: 3 clusters Score -522789.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -522990.718750 Penalty: 4179.273438
	Iteration 2F: 3 clusters Score -522990.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -523120.343750 Penalty: 4179.273438
	Iteration 3Q: 3 clusters Score -523120.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -523203.812500 Penalty: 4179.273438
	Iteration 4Q: 3 clusters Score -523203.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -523265.593750 Penalty: 4179.273438
	Iteration 5Q: 3 clusters Score -523265.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -523305.281250 Penalty: 4179.273438
	Iteration 6Q: 3 clusters Score -523305.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -523333.156250 Penalty: 4179.273438
	Iteration 7Q: 3 clusters Score -523333.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -523354.906250 Penalty: 4179.273438
	Iteration 8Q: 3 clusters Score -523354.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -523371.468750 Penalty: 4179.273438
	Iteration 9Q: 3 clusters Score -523371.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -523384.531250 Penalty: 4179.273438
	Iteration 10Q: 3 clusters Score -523384.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -523400.312500 Penalty: 4179.273438
	Iteration 11Q: 3 clusters Score -523400.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -523409.531250 Penalty: 4179.273438
	Iteration 12Q: 3 clusters Score -523409.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -523416.625000 Penalty: 4179.273438
	Iteration 13Q: 3 clusters Score -523416.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -523422.250000 Penalty: 4179.273438
	Iteration 14Q: 3 clusters Score -523422.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -523429.843750 Penalty: 4179.273438
	Iteration 15Q: 3 clusters Score -523429.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -523436.875000 Penalty: 4179.273438
	Iteration 16Q: 3 clusters Score -523436.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -523443.218750 Penalty: 4179.273438
	Iteration 17Q: 3 clusters Score -523443.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -523448.218750 Penalty: 4179.273438
	Iteration 18Q: 3 clusters Score -523448.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -523452.812500 Penalty: 4179.273438
	Iteration 19Q: 3 clusters Score -523452.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -523454.968750 Penalty: 4179.273438
	Iteration 20F: 3 clusters Score -523455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -523461.625000 Penalty: 4179.273438
	Iteration 21Q: 3 clusters Score -523461.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -523463.593750 Penalty: 4179.273438
	Iteration 22Q: 3 clusters Score -523463.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -523467.562500 Penalty: 4179.273438
	Iteration 23Q: 3 clusters Score -523467.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -523469.187500 Penalty: 4179.273438
	Iteration 24Q: 3 clusters Score -523469.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -523473.625000 Penalty: 4179.273438
	Iteration 25Q: 3 clusters Score -523473.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -523480.593750 Penalty: 4179.273438
	Iteration 26Q: 3 clusters Score -523480.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -523483.906250 Penalty: 4179.273438
	Iteration 27Q: 3 clusters Score -523483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -523488.187500 Penalty: 4179.273438
	Iteration 28Q: 3 clusters Score -523488.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -523490.156250 Penalty: 4179.273438
	Iteration 29Q: 3 clusters Score -523490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -523492.406250 Penalty: 4179.273438
	Iteration 30Q: 3 clusters Score -523492.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -523494.031250 Penalty: 4179.273438
	Iteration 31Q: 3 clusters Score -523494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -523496.593750 Penalty: 4179.273438
	Iteration 32Q: 3 clusters Score -523496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -523496.593750 Penalty: 4179.273438
	Iteration 33Q: 3 clusters Score -523496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -523498.000000 Penalty: 4179.273438
	Iteration 34Q: 3 clusters Score -523498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -523499.468750 Penalty: 4179.273438
	Iteration 35Q: 3 clusters Score -523499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -523500.781250 Penalty: 4179.273438
	Iteration 36Q: 3 clusters Score -523500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -523501.250000 Penalty: 4179.273438
	Iteration 37Q: 3 clusters Score -523501.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -523502.437500 Penalty: 4179.273438
	Iteration 38Q: 3 clusters Score -523502.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -523503.937500 Penalty: 4179.273438
	Iteration 39Q: 3 clusters Score -523503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -523504.031250 Penalty: 4179.273438
	Iteration 40F: 3 clusters Score -523504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -523507.125000 Penalty: 4179.273438
	Iteration 41Q: 3 clusters Score -523507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -523507.343750 Penalty: 4179.273438
	Iteration 42Q: 3 clusters Score -523507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -523507.218750 Penalty: 4179.273438
	Iteration 43Q: 3 clusters Score -523507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -523509.343750 Penalty: 4179.273438
	Iteration 44Q: 3 clusters Score -523509.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -523511.437500 Penalty: 4179.273438
	Iteration 45Q: 3 clusters Score -523511.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -523510.875000 Penalty: 4179.273438
	Iteration 46Q: 3 clusters Score -523510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -523510.875000 Penalty: 4179.273438
	Iteration 47F: 3 clusters Score -523510.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Entering Unmasked Estep 
Score: -1705868.000000 Penalty: 2373.179688
	Iteration 0F: 2 clusters Score -1705868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1695415.750000 Penalty: 4746.359375
	Iteration 0F: 3 clusters Score -1695416 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1698698.125000 Penalty: 4746.359375
	Iteration 1F: 3 clusters Score -1698698 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1699052.750000 Penalty: 4746.359375
	Iteration 2F: 3 clusters Score -1699053 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1699305.125000 Penalty: 4746.359375
	Iteration 3Q: 3 clusters Score -1699305 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1699513.375000 Penalty: 4746.359375
	Iteration 4Q: 3 clusters Score -1699513 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1699717.125000 Penalty: 4746.359375
	Iteration 5Q: 3 clusters Score -1699717 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1699935.625000 Penalty: 4746.359375
	Iteration 6Q: 3 clusters Score -1699936 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1700155.000000 Penalty: 4746.359375
	Iteration 7Q: 3 clusters Score -1700155 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1700361.875000 Penalty: 4746.359375
	Iteration 8Q: 3 clusters Score -1700362 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1700589.625000 Penalty: 4746.359375
	Iteration 9Q: 3 clusters Score -1700590 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1700869.375000 Penalty: 4746.359375
	Iteration 10Q: 3 clusters Score -1700869 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1701168.250000 Penalty: 4746.359375
	Iteration 11Q: 3 clusters Score -1701168 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1701442.500000 Penalty: 4746.359375
	Iteration 12Q: 3 clusters Score -1701442 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1701685.875000 Penalty: 4746.359375
	Iteration 13Q: 3 clusters Score -1701686 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1701885.750000 Penalty: 4746.359375
	Iteration 14Q: 3 clusters Score -1701886 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1702056.875000 Penalty: 4746.359375
	Iteration 15Q: 3 clusters Score -1702057 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1702228.500000 Penalty: 4746.359375
	Iteration 16Q: 3 clusters Score -1702228 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1702364.500000 Penalty: 4746.359375
	Iteration 17Q: 3 clusters Score -1702364 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1702491.500000 Penalty: 4746.359375
	Iteration 18Q: 3 clusters Score -1702492 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1702582.125000 Penalty: 4746.359375
	Iteration 19Q: 3 clusters Score -1702582 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1702648.375000 Penalty: 4746.359375
	Iteration 20F: 3 clusters Score -1702648 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1702696.125000 Penalty: 4746.359375
	Iteration 21Q: 3 clusters Score -1702696 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1702731.250000 Penalty: 4746.359375
	Iteration 22Q: 3 clusters Score -1702731 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1702755.625000 Penalty: 4746.359375
	Iteration 23Q: 3 clusters Score -1702756 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1702798.750000 Penalty: 4746.359375
	Iteration 24Q: 3 clusters Score -1702799 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1702828.125000 Penalty: 4746.359375
	Iteration 25Q: 3 clusters Score -1702828 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1702853.250000 Penalty: 4746.359375
	Iteration 26Q: 3 clusters Score -1702853 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1702888.375000 Penalty: 4746.359375
	Iteration 27Q: 3 clusters Score -1702888 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1702923.875000 Penalty: 4746.359375
	Iteration 28Q: 3 clusters Score -1702924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1702954.125000 Penalty: 4746.359375
	Iteration 29Q: 3 clusters Score -1702954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1702986.500000 Penalty: 4746.359375
	Iteration 30Q: 3 clusters Score -1702986 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1703017.375000 Penalty: 4746.359375
	Iteration 31Q: 3 clusters Score -1703017 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1703031.000000 Penalty: 4746.359375
	Iteration 32Q: 3 clusters Score -1703031 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1703049.250000 Penalty: 4746.359375
	Iteration 33Q: 3 clusters Score -1703049 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1703064.625000 Penalty: 4746.359375
	Iteration 34Q: 3 clusters Score -1703065 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1703077.000000 Penalty: 4746.359375
	Iteration 35Q: 3 clusters Score -1703077 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1703089.250000 Penalty: 4746.359375
	Iteration 36Q: 3 clusters Score -1703089 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1703109.875000 Penalty: 4746.359375
	Iteration 37Q: 3 clusters Score -1703110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1703128.375000 Penalty: 4746.359375
	Iteration 38Q: 3 clusters Score -1703128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1703144.500000 Penalty: 4746.359375
	Iteration 39Q: 3 clusters Score -1703144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1703158.500000 Penalty: 4746.359375
	Iteration 40F: 3 clusters Score -1703158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1703172.500000 Penalty: 4746.359375
	Iteration 41Q: 3 clusters Score -1703172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1703184.625000 Penalty: 4746.359375
	Iteration 42Q: 3 clusters Score -1703185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1703196.875000 Penalty: 4746.359375
	Iteration 43Q: 3 clusters Score -1703197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1703202.250000 Penalty: 4746.359375
	Iteration 44Q: 3 clusters Score -1703202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1703208.750000 Penalty: 4746.359375
	Iteration 45Q: 3 clusters Score -1703209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1703219.625000 Penalty: 4746.359375
	Iteration 46Q: 3 clusters Score -1703220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1703228.250000 Penalty: 4746.359375
	Iteration 47Q: 3 clusters Score -1703228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1703242.375000 Penalty: 4746.359375
	Iteration 48Q: 3 clusters Score -1703242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1703263.750000 Penalty: 4746.359375
	Iteration 49Q: 3 clusters Score -1703264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1703276.250000 Penalty: 4746.359375
	Iteration 50Q: 3 clusters Score -1703276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1703292.875000 Penalty: 4746.359375
	Iteration 51Q: 3 clusters Score -1703293 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1703303.500000 Penalty: 4746.359375
	Iteration 52Q: 3 clusters Score -1703304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1703310.125000 Penalty: 4746.359375
	Iteration 53Q: 3 clusters Score -1703310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1703319.500000 Penalty: 4746.359375
	Iteration 54Q: 3 clusters Score -1703320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1703330.000000 Penalty: 4746.359375
	Iteration 55Q: 3 clusters Score -1703330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1703334.500000 Penalty: 4746.359375
	Iteration 56Q: 3 clusters Score -1703334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1703339.750000 Penalty: 4746.359375
	Iteration 57Q: 3 clusters Score -1703340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1703349.500000 Penalty: 4746.359375
	Iteration 58Q: 3 clusters Score -1703350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1703354.125000 Penalty: 4746.359375
	Iteration 59Q: 3 clusters Score -1703354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1703360.750000 Penalty: 4746.359375
	Iteration 60F: 3 clusters Score -1703361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1703364.000000 Penalty: 4746.359375
	Iteration 61Q: 3 clusters Score -1703364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1703364.625000 Penalty: 4746.359375
	Iteration 62Q: 3 clusters Score -1703365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1703373.000000 Penalty: 4746.359375
	Iteration 63Q: 3 clusters Score -1703373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1703371.500000 Penalty: 4746.359375
	Iteration 64Q: 3 clusters Score -1703372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1703372.375000 Penalty: 4746.359375
	Iteration 65Q: 3 clusters Score -1703372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1703382.000000 Penalty: 4746.359375
	Iteration 66Q: 3 clusters Score -1703382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1703380.000000 Penalty: 4746.359375
	Iteration 67Q: 3 clusters Score -1703380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1703384.375000 Penalty: 4746.359375
	Iteration 68Q: 3 clusters Score -1703384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1703382.625000 Penalty: 4746.359375
	Iteration 69Q: 3 clusters Score -1703383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1703386.875000 Penalty: 4746.359375
	Iteration 70Q: 3 clusters Score -1703387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1703391.375000 Penalty: 4746.359375
	Iteration 71Q: 3 clusters Score -1703391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1703390.250000 Penalty: 4746.359375
	Iteration 72Q: 3 clusters Score -1703390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1703390.500000 Penalty: 4746.359375
	Iteration 73Q: 3 clusters Score -1703390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1703388.375000 Penalty: 4746.359375
	Iteration 74Q: 3 clusters Score -1703388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1703384.750000 Penalty: 4746.359375
	Iteration 75Q: 3 clusters Score -1703385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1703388.500000 Penalty: 4746.359375
	Iteration 76Q: 3 clusters Score -1703388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1703384.750000 Penalty: 4746.359375
	Iteration 77Q: 3 clusters Score -1703385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1703384.625000 Penalty: 4746.359375
	Iteration 78Q: 3 clusters Score -1703385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1703382.000000 Penalty: 4746.359375
	Iteration 79Q: 3 clusters Score -1703382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1703382.000000 Penalty: 4746.359375
	Iteration 80F: 3 clusters Score -1703382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -76179.218750 Penalty: 1663.301880
	Iteration 0F: 2 clusters Score -76179.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74669.164062 Penalty: 3326.603760
	Iteration 0F: 3 clusters Score -74669.16 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75145.460938 Penalty: 3326.603760
	Iteration 1F: 3 clusters Score -75145.46 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -75292.140625 Penalty: 3326.603760
	Iteration 2F: 3 clusters Score -75292.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -75369.039062 Penalty: 3326.603760
	Iteration 3Q: 3 clusters Score -75369.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -75421.507812 Penalty: 3326.603760
	Iteration 4Q: 3 clusters Score -75421.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -75466.781250 Penalty: 3326.603760
	Iteration 5Q: 3 clusters Score -75466.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -75503.304688 Penalty: 3326.603760
	Iteration 6Q: 3 clusters Score -75503.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -75528.429688 Penalty: 3326.603760
	Iteration 7Q: 3 clusters Score -75528.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -75544.453125 Penalty: 3326.603760
	Iteration 8Q: 3 clusters Score -75544.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -75552.765625 Penalty: 3326.603760
	Iteration 9Q: 3 clusters Score -75552.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -75559.687500 Penalty: 3326.603760
	Iteration 10Q: 3 clusters Score -75559.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -75566.070312 Penalty: 3326.603760
	Iteration 11Q: 3 clusters Score -75566.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -75568.062500 Penalty: 3326.603760
	Iteration 12Q: 3 clusters Score -75568.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -75568.750000 Penalty: 3326.603760
	Iteration 13Q: 3 clusters Score -75568.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -75568.750000 Penalty: 3326.603760
	Iteration 14F: 3 clusters Score -75568.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Entering Unmasked Estep 
Score: -2428752.000000 Penalty: 2464.835938
	Iteration 0F: 2 clusters Score -2428752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2414084.250000 Penalty: 4929.671875
	Iteration 0F: 3 clusters Score -2414084 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2418995.250000 Penalty: 4929.671875
	Iteration 1F: 3 clusters Score -2418995 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2419454.000000 Penalty: 4929.671875
	Iteration 2F: 3 clusters Score -2419454 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2419812.750000 Penalty: 4929.671875
	Iteration 3Q: 3 clusters Score -2419813 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2420105.750000 Penalty: 4929.671875
	Iteration 4Q: 3 clusters Score -2420106 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2420383.500000 Penalty: 4929.671875
	Iteration 5Q: 3 clusters Score -2420384 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2420621.750000 Penalty: 4929.671875
	Iteration 6Q: 3 clusters Score -2420622 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2420892.500000 Penalty: 4929.671875
	Iteration 7Q: 3 clusters Score -2420892 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2421208.500000 Penalty: 4929.671875
	Iteration 8Q: 3 clusters Score -2421208 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2421538.250000 Penalty: 4929.671875
	Iteration 9Q: 3 clusters Score -2421538 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2421864.750000 Penalty: 4929.671875
	Iteration 10Q: 3 clusters Score -2421865 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2422183.250000 Penalty: 4929.671875
	Iteration 11Q: 3 clusters Score -2422183 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2422522.750000 Penalty: 4929.671875
	Iteration 12Q: 3 clusters Score -2422523 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2422875.500000 Penalty: 4929.671875
	Iteration 13Q: 3 clusters Score -2422876 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2423270.000000 Penalty: 4929.671875
	Iteration 14Q: 3 clusters Score -2423270 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2423713.500000 Penalty: 4929.671875
	Iteration 15Q: 3 clusters Score -2423714 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2424146.750000 Penalty: 4929.671875
	Iteration 16Q: 3 clusters Score -2424147 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2424582.750000 Penalty: 4929.671875
	Iteration 17Q: 3 clusters Score -2424583 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2425010.000000 Penalty: 4929.671875
	Iteration 18Q: 3 clusters Score -2425010 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2425462.250000 Penalty: 4929.671875
	Iteration 19Q: 3 clusters Score -2425462 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2425838.000000 Penalty: 4929.671875
	Iteration 20F: 3 clusters Score -2425838 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2426183.000000 Penalty: 4929.671875
	Iteration 21Q: 3 clusters Score -2426183 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2426439.500000 Penalty: 4929.671875
	Iteration 22Q: 3 clusters Score -2426440 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2426613.750000 Penalty: 4929.671875
	Iteration 23Q: 3 clusters Score -2426614 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2426739.000000 Penalty: 4929.671875
	Iteration 24Q: 3 clusters Score -2426739 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2426819.250000 Penalty: 4929.671875
	Iteration 25Q: 3 clusters Score -2426819 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2426888.750000 Penalty: 4929.671875
	Iteration 26Q: 3 clusters Score -2426889 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2426926.750000 Penalty: 4929.671875
	Iteration 27Q: 3 clusters Score -2426927 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2426963.750000 Penalty: 4929.671875
	Iteration 28Q: 3 clusters Score -2426964 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2426980.250000 Penalty: 4929.671875
	Iteration 29Q: 3 clusters Score -2426980 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2427014.250000 Penalty: 4929.671875
	Iteration 30Q: 3 clusters Score -2427014 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2427033.750000 Penalty: 4929.671875
	Iteration 31Q: 3 clusters Score -2427034 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2427062.500000 Penalty: 4929.671875
	Iteration 32Q: 3 clusters Score -2427062 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2427095.250000 Penalty: 4929.671875
	Iteration 33Q: 3 clusters Score -2427095 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2427125.750000 Penalty: 4929.671875
	Iteration 34Q: 3 clusters Score -2427126 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2427170.750000 Penalty: 4929.671875
	Iteration 35Q: 3 clusters Score -2427171 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2427214.500000 Penalty: 4929.671875
	Iteration 36Q: 3 clusters Score -2427214 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2427276.000000 Penalty: 4929.671875
	Iteration 37Q: 3 clusters Score -2427276 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2427337.500000 Penalty: 4929.671875
	Iteration 38Q: 3 clusters Score -2427338 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2427425.250000 Penalty: 4929.671875
	Iteration 39Q: 3 clusters Score -2427425 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2427529.500000 Penalty: 4929.671875
	Iteration 40F: 3 clusters Score -2427530 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2427636.000000 Penalty: 4929.671875
	Iteration 41Q: 3 clusters Score -2427636 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2427735.500000 Penalty: 4929.671875
	Iteration 42Q: 3 clusters Score -2427736 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2427852.500000 Penalty: 4929.671875
	Iteration 43Q: 3 clusters Score -2427852 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2427952.250000 Penalty: 4929.671875
	Iteration 44Q: 3 clusters Score -2427952 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2428022.750000 Penalty: 4929.671875
	Iteration 45Q: 3 clusters Score -2428023 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2428069.000000 Penalty: 4929.671875
	Iteration 46Q: 3 clusters Score -2428069 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2428101.250000 Penalty: 4929.671875
	Iteration 47Q: 3 clusters Score -2428101 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2428121.250000 Penalty: 4929.671875
	Iteration 48Q: 3 clusters Score -2428121 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2428156.750000 Penalty: 4929.671875
	Iteration 49Q: 3 clusters Score -2428157 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2428181.000000 Penalty: 4929.671875
	Iteration 50Q: 3 clusters Score -2428181 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2428201.500000 Penalty: 4929.671875
	Iteration 51Q: 3 clusters Score -2428202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2428229.750000 Penalty: 4929.671875
	Iteration 52Q: 3 clusters Score -2428230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2428247.750000 Penalty: 4929.671875
	Iteration 53Q: 3 clusters Score -2428248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2428250.750000 Penalty: 4929.671875
	Iteration 54Q: 3 clusters Score -2428251 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2428258.250000 Penalty: 4929.671875
	Iteration 55Q: 3 clusters Score -2428258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2428279.750000 Penalty: 4929.671875
	Iteration 56Q: 3 clusters Score -2428280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2428289.250000 Penalty: 4929.671875
	Iteration 57Q: 3 clusters Score -2428289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2428299.250000 Penalty: 4929.671875
	Iteration 58Q: 3 clusters Score -2428299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2428305.750000 Penalty: 4929.671875
	Iteration 59Q: 3 clusters Score -2428306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2428310.000000 Penalty: 4929.671875
	Iteration 60F: 3 clusters Score -2428310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2428320.500000 Penalty: 4929.671875
	Iteration 61Q: 3 clusters Score -2428320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2428327.250000 Penalty: 4929.671875
	Iteration 62Q: 3 clusters Score -2428327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2428329.000000 Penalty: 4929.671875
	Iteration 63Q: 3 clusters Score -2428329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2428336.000000 Penalty: 4929.671875
	Iteration 64Q: 3 clusters Score -2428336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2428341.000000 Penalty: 4929.671875
	Iteration 65Q: 3 clusters Score -2428341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2428346.750000 Penalty: 4929.671875
	Iteration 66Q: 3 clusters Score -2428347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2428354.250000 Penalty: 4929.671875
	Iteration 67Q: 3 clusters Score -2428354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2428350.000000 Penalty: 4929.671875
	Iteration 68Q: 3 clusters Score -2428350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2428354.750000 Penalty: 4929.671875
	Iteration 69Q: 3 clusters Score -2428355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2428356.500000 Penalty: 4929.671875
	Iteration 70Q: 3 clusters Score -2428356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2428357.500000 Penalty: 4929.671875
	Iteration 71Q: 3 clusters Score -2428358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2428357.000000 Penalty: 4929.671875
	Iteration 72Q: 3 clusters Score -2428357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2428357.500000 Penalty: 4929.671875
	Iteration 73Q: 3 clusters Score -2428358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2428359.750000 Penalty: 4929.671875
	Iteration 74Q: 3 clusters Score -2428360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2428357.750000 Penalty: 4929.671875
	Iteration 75Q: 3 clusters Score -2428358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2428363.500000 Penalty: 4929.671875
	Iteration 76Q: 3 clusters Score -2428364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2428363.250000 Penalty: 4929.671875
	Iteration 77Q: 3 clusters Score -2428363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2428360.000000 Penalty: 4929.671875
	Iteration 78Q: 3 clusters Score -2428360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2428360.250000 Penalty: 4929.671875
	Iteration 79Q: 3 clusters Score -2428360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2428360.250000 Penalty: 4929.671875
	Iteration 80F: 3 clusters Score -2428360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (108407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108407 members 
Entering Unmasked Estep 
Score: -12724965.000000 Penalty: 2875.224609
	Iteration 0F: 2 clusters Score -1.272496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -12652096.000000 Penalty: 5750.449219
	Iteration 0F: 3 clusters Score -1.26521e+07 nChanged 51644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -12682278.000000 Penalty: 5750.449219
	Iteration 1F: 3 clusters Score -1.268228e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -12682960.000000 Penalty: 5750.449219
	Iteration 2Q: 3 clusters Score -1.268296e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -12683693.000000 Penalty: 5750.449219
	Iteration 3Q: 3 clusters Score -1.268369e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 52953 members 
Entering Unmasked Estep 
Score: -12684587.000000 Penalty: 5750.449219
	Iteration 4Q: 3 clusters Score -1.268459e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -12685553.000000 Penalty: 5750.449219
	Iteration 5Q: 3 clusters Score -1.268555e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -12686616.000000 Penalty: 5750.449219
	Iteration 6Q: 3 clusters Score -1.268662e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -12687846.000000 Penalty: 5750.449219
	Iteration 7Q: 3 clusters Score -1.268785e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60006 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -12689132.000000 Penalty: 5750.449219
	Iteration 8Q: 3 clusters Score -1.268913e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -12690351.000000 Penalty: 5750.449219
	Iteration 9Q: 3 clusters Score -1.269035e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -12691849.000000 Penalty: 5750.449219
	Iteration 10Q: 3 clusters Score -1.269185e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -12693503.000000 Penalty: 5750.449219
	Iteration 11Q: 3 clusters Score -1.26935e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71751 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -12695730.000000 Penalty: 5750.449219
	Iteration 12Q: 3 clusters Score -1.269573e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -12698606.000000 Penalty: 5750.449219
	Iteration 13Q: 3 clusters Score -1.269861e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -12702567.000000 Penalty: 5750.449219
	Iteration 14Q: 3 clusters Score -1.270257e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -12706617.000000 Penalty: 5750.449219
	Iteration 15Q: 3 clusters Score -1.270662e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -12709651.000000 Penalty: 5750.449219
	Iteration 16Q: 3 clusters Score -1.270965e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91663 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -12711915.000000 Penalty: 5750.449219
	Iteration 17Q: 3 clusters Score -1.271192e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -12713469.000000 Penalty: 5750.449219
	Iteration 18Q: 3 clusters Score -1.271347e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -12715004.000000 Penalty: 5750.449219
	Iteration 19Q: 3 clusters Score -1.2715e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99077 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -12716461.000000 Penalty: 5750.449219
	Iteration 20F: 3 clusters Score -1.271646e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101072 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -12717847.000000 Penalty: 5750.449219
	Iteration 21Q: 3 clusters Score -1.271785e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102786 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -12719057.000000 Penalty: 5750.449219
	Iteration 22Q: 3 clusters Score -1.271906e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104152 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -12719903.000000 Penalty: 5750.449219
	Iteration 23Q: 3 clusters Score -1.27199e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -12720661.000000 Penalty: 5750.449219
	Iteration 24Q: 3 clusters Score -1.272066e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105985 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -12721210.000000 Penalty: 5750.449219
	Iteration 25Q: 3 clusters Score -1.272121e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106550 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -12721616.000000 Penalty: 5750.449219
	Iteration 26Q: 3 clusters Score -1.272162e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106912 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -12721907.000000 Penalty: 5750.449219
	Iteration 27Q: 3 clusters Score -1.272191e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107160 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -12722063.000000 Penalty: 5750.449219
	Iteration 28Q: 3 clusters Score -1.272206e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107305 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12722191.000000 Penalty: 5750.449219
	Iteration 29Q: 3 clusters Score -1.272219e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107415 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -12722251.000000 Penalty: 5750.449219
	Iteration 30Q: 3 clusters Score -1.272225e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107483 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12722320.000000 Penalty: 5750.449219
	Iteration 31Q: 3 clusters Score -1.272232e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107543 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12722351.000000 Penalty: 5750.449219
	Iteration 32Q: 3 clusters Score -1.272235e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107580 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12722369.000000 Penalty: 5750.449219
	Iteration 33Q: 3 clusters Score -1.272237e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107613 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12722386.000000 Penalty: 5750.449219
	Iteration 34Q: 3 clusters Score -1.272239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107637 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12722417.000000 Penalty: 5750.449219
	Iteration 35Q: 3 clusters Score -1.272242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107655 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12722433.000000 Penalty: 5750.449219
	Iteration 36Q: 3 clusters Score -1.272243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107670 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -12722447.000000 Penalty: 5750.449219
	Iteration 37Q: 3 clusters Score -1.272245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107684 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -12722454.000000 Penalty: 5750.449219
	Iteration 38Q: 3 clusters Score -1.272245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107699 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12722469.000000 Penalty: 5750.449219
	Iteration 39Q: 3 clusters Score -1.272247e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107718 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12722472.000000 Penalty: 5750.449219
	Iteration 40F: 3 clusters Score -1.272247e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107729 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12722493.000000 Penalty: 5750.449219
	Iteration 41Q: 3 clusters Score -1.272249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107737 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12722495.000000 Penalty: 5750.449219
	Iteration 42Q: 3 clusters Score -1.27225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107743 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12722499.000000 Penalty: 5750.449219
	Iteration 43Q: 3 clusters Score -1.27225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107747 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -12722500.000000 Penalty: 5750.449219
	Iteration 44Q: 3 clusters Score -1.27225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12722500.000000 Penalty: 5750.449219
	Iteration 45Q: 3 clusters Score -1.27225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107749 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12722497.000000 Penalty: 5750.449219
	Iteration 46Q: 3 clusters Score -1.27225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107749 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12722497.000000 Penalty: 5750.449219
	Iteration 47F: 3 clusters Score -1.27225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (142163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142163 members 
Entering Unmasked Estep 
Score: -17095786.000000 Penalty: 2942.453125
	Iteration 0F: 2 clusters Score -1.709579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 71124 members 
Entering Unmasked Estep 
Score: -17000444.000000 Penalty: 5884.906250
	Iteration 0F: 3 clusters Score -1.700044e+07 nChanged 68085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -17040244.000000 Penalty: 5884.906250
	Iteration 1F: 3 clusters Score -1.704024e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -17041066.000000 Penalty: 5884.906250
	Iteration 2Q: 3 clusters Score -1.704107e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -17041980.000000 Penalty: 5884.906250
	Iteration 3Q: 3 clusters Score -1.704198e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 71510 members 
Entering Unmasked Estep 
Score: -17042910.000000 Penalty: 5884.906250
	Iteration 4Q: 3 clusters Score -1.704291e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -17044168.000000 Penalty: 5884.906250
	Iteration 5Q: 3 clusters Score -1.704417e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -17045526.000000 Penalty: 5884.906250
	Iteration 6Q: 3 clusters Score -1.704553e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
Score: -17047308.000000 Penalty: 5884.906250
	Iteration 7Q: 3 clusters Score -1.704731e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67391 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -17049702.000000 Penalty: 5884.906250
	Iteration 8Q: 3 clusters Score -1.70497e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 76903 members 
Entering Unmasked Estep 
Score: -17053598.000000 Penalty: 5884.906250
	Iteration 9Q: 3 clusters Score -1.70536e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -17058736.000000 Penalty: 5884.906250
	Iteration 10F: 3 clusters Score -1.705874e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 81815 members 
Entering Unmasked Estep 
Score: -17064158.000000 Penalty: 5884.906250
	Iteration 11F: 3 clusters Score -1.706416e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 83724 members 
Entering Unmasked Estep 
Score: -17067710.000000 Penalty: 5884.906250
	Iteration 12Q: 3 clusters Score -1.706771e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 85296 members 
Entering Unmasked Estep 
Score: -17069152.000000 Penalty: 5884.906250
	Iteration 13Q: 3 clusters Score -1.706915e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
Score: -17069768.000000 Penalty: 5884.906250
	Iteration 14Q: 3 clusters Score -1.706977e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 88282 members 
Entering Unmasked Estep 
Score: -17070184.000000 Penalty: 5884.906250
	Iteration 15Q: 3 clusters Score -1.707018e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -17070516.000000 Penalty: 5884.906250
	Iteration 16Q: 3 clusters Score -1.707052e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -17070758.000000 Penalty: 5884.906250
	Iteration 17Q: 3 clusters Score -1.707076e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -17071176.000000 Penalty: 5884.906250
	Iteration 18Q: 3 clusters Score -1.707118e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -17071550.000000 Penalty: 5884.906250
	Iteration 19Q: 3 clusters Score -1.707155e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 96876 members 
Entering Unmasked Estep 
Score: -17072048.000000 Penalty: 5884.906250
	Iteration 20F: 3 clusters Score -1.707205e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 98970 members 
Entering Unmasked Estep 
Score: -17072558.000000 Penalty: 5884.906250
	Iteration 21Q: 3 clusters Score -1.707256e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -17073226.000000 Penalty: 5884.906250
	Iteration 22Q: 3 clusters Score -1.707323e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 103458 members 
Entering Unmasked Estep 
Score: -17073964.000000 Penalty: 5884.906250
	Iteration 23Q: 3 clusters Score -1.707396e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 105905 members 
Entering Unmasked Estep 
Score: -17074872.000000 Penalty: 5884.906250
	Iteration 24Q: 3 clusters Score -1.707487e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -17075866.000000 Penalty: 5884.906250
	Iteration 25Q: 3 clusters Score -1.707587e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 111118 members 
Entering Unmasked Estep 
Score: -17076798.000000 Penalty: 5884.906250
	Iteration 26Q: 3 clusters Score -1.70768e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 113768 members 
Entering Unmasked Estep 
Score: -17078042.000000 Penalty: 5884.906250
	Iteration 27Q: 3 clusters Score -1.707804e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 116430 members 
Entering Unmasked Estep 
Score: -17079196.000000 Penalty: 5884.906250
	Iteration 28Q: 3 clusters Score -1.70792e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 119029 members 
Entering Unmasked Estep 
Score: -17080316.000000 Penalty: 5884.906250
	Iteration 29Q: 3 clusters Score -1.708032e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 121638 members 
Entering Unmasked Estep 
Score: -17081616.000000 Penalty: 5884.906250
	Iteration 30Q: 3 clusters Score -1.708162e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 124136 members 
Entering Unmasked Estep 
Score: -17083000.000000 Penalty: 5884.906250
	Iteration 31Q: 3 clusters Score -1.7083e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 126523 members 
Entering Unmasked Estep 
Score: -17084378.000000 Penalty: 5884.906250
	Iteration 32Q: 3 clusters Score -1.708438e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 128850 members 
Entering Unmasked Estep 
Score: -17085686.000000 Penalty: 5884.906250
	Iteration 33Q: 3 clusters Score -1.708569e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 130890 members 
Entering Unmasked Estep 
Score: -17086814.000000 Penalty: 5884.906250
	Iteration 34Q: 3 clusters Score -1.708681e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 132785 members 
Entering Unmasked Estep 
Score: -17088106.000000 Penalty: 5884.906250
	Iteration 35Q: 3 clusters Score -1.708811e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 134444 members 
Entering Unmasked Estep 
Score: -17089204.000000 Penalty: 5884.906250
	Iteration 36Q: 3 clusters Score -1.70892e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 135867 members 
Entering Unmasked Estep 
Score: -17090202.000000 Penalty: 5884.906250
	Iteration 37Q: 3 clusters Score -1.70902e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 137034 members 
Entering Unmasked Estep 
Score: -17090954.000000 Penalty: 5884.906250
	Iteration 38Q: 3 clusters Score -1.709095e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 137965 members 
Entering Unmasked Estep 
Score: -17091566.000000 Penalty: 5884.906250
	Iteration 39Q: 3 clusters Score -1.709157e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 138652 members 
Entering Unmasked Estep 
Score: -17092002.000000 Penalty: 5884.906250
	Iteration 40F: 3 clusters Score -1.7092e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 139173 members 
Entering Unmasked Estep 
Score: -17092360.000000 Penalty: 5884.906250
	Iteration 41Q: 3 clusters Score -1.709236e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 139573 members 
Entering Unmasked Estep 
Score: -17092560.000000 Penalty: 5884.906250
	Iteration 42Q: 3 clusters Score -1.709256e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 139888 members 
Entering Unmasked Estep 
Score: -17092748.000000 Penalty: 5884.906250
	Iteration 43Q: 3 clusters Score -1.709275e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 140108 members 
Entering Unmasked Estep 
Score: -17092872.000000 Penalty: 5884.906250
	Iteration 44Q: 3 clusters Score -1.709287e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 140265 members 
Entering Unmasked Estep 
Score: -17092964.000000 Penalty: 5884.906250
	Iteration 45Q: 3 clusters Score -1.709296e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 140418 members 
Entering Unmasked Estep 
Score: -17093014.000000 Penalty: 5884.906250
	Iteration 46Q: 3 clusters Score -1.709301e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 140542 members 
Entering Unmasked Estep 
Score: -17093068.000000 Penalty: 5884.906250
	Iteration 47Q: 3 clusters Score -1.709307e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 140646 members 
Entering Unmasked Estep 
Score: -17093106.000000 Penalty: 5884.906250
	Iteration 48Q: 3 clusters Score -1.709311e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 140715 members 
Entering Unmasked Estep 
Score: -17093156.000000 Penalty: 5884.906250
	Iteration 49Q: 3 clusters Score -1.709316e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 140777 members 
Entering Unmasked Estep 
Score: -17093164.000000 Penalty: 5884.906250
	Iteration 50Q: 3 clusters Score -1.709316e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 140822 members 
Entering Unmasked Estep 
Score: -17093196.000000 Penalty: 5884.906250
	Iteration 51Q: 3 clusters Score -1.70932e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 140860 members 
Entering Unmasked Estep 
Score: -17093214.000000 Penalty: 5884.906250
	Iteration 52Q: 3 clusters Score -1.709321e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 140892 members 
Entering Unmasked Estep 
Score: -17093218.000000 Penalty: 5884.906250
	Iteration 53Q: 3 clusters Score -1.709322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 140918 members 
Entering Unmasked Estep 
Score: -17093238.000000 Penalty: 5884.906250
	Iteration 54Q: 3 clusters Score -1.709324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 140945 members 
Entering Unmasked Estep 
Score: -17093236.000000 Penalty: 5884.906250
	Iteration 55Q: 3 clusters Score -1.709324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 140965 members 
Entering Unmasked Estep 
Score: -17093240.000000 Penalty: 5884.906250
	Iteration 56Q: 3 clusters Score -1.709324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 140981 members 
Entering Unmasked Estep 
Score: -17093252.000000 Penalty: 5884.906250
	Iteration 57Q: 3 clusters Score -1.709325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 140990 members 
Entering Unmasked Estep 
Score: -17093244.000000 Penalty: 5884.906250
	Iteration 58Q: 3 clusters Score -1.709324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 141003 members 
Entering Unmasked Estep 
Score: -17093250.000000 Penalty: 5884.906250
	Iteration 59Q: 3 clusters Score -1.709325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 141018 members 
Entering Unmasked Estep 
Score: -17093250.000000 Penalty: 5884.906250
	Iteration 60F: 3 clusters Score -1.709325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 141029 members 
Entering Unmasked Estep 
Score: -17093268.000000 Penalty: 5884.906250
	Iteration 61Q: 3 clusters Score -1.709327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 141043 members 
Entering Unmasked Estep 
Score: -17093292.000000 Penalty: 5884.906250
	Iteration 62Q: 3 clusters Score -1.709329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 141049 members 
Entering Unmasked Estep 
Score: -17093312.000000 Penalty: 5884.906250
	Iteration 63Q: 3 clusters Score -1.709331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 141061 members 
Entering Unmasked Estep 
Score: -17093300.000000 Penalty: 5884.906250
	Iteration 64Q: 3 clusters Score -1.70933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -17093310.000000 Penalty: 5884.906250
	Iteration 65Q: 3 clusters Score -1.709331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 141079 members 
Entering Unmasked Estep 
Score: -17093318.000000 Penalty: 5884.906250
	Iteration 66Q: 3 clusters Score -1.709332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 141087 members 
Entering Unmasked Estep 
Score: -17093322.000000 Penalty: 5884.906250
	Iteration 67Q: 3 clusters Score -1.709332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 141097 members 
Entering Unmasked Estep 
Score: -17093298.000000 Penalty: 5884.906250
	Iteration 68Q: 3 clusters Score -1.70933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 141102 members 
Entering Unmasked Estep 
Score: -17093310.000000 Penalty: 5884.906250
	Iteration 69Q: 3 clusters Score -1.709331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 141106 members 
Entering Unmasked Estep 
Score: -17093316.000000 Penalty: 5884.906250
	Iteration 70Q: 3 clusters Score -1.709332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 141107 members 
Entering Unmasked Estep 
Score: -17093316.000000 Penalty: 5884.906250
	Iteration 71Q: 3 clusters Score -1.709332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 141108 members 
Entering Unmasked Estep 
Score: -17093322.000000 Penalty: 5884.906250
	Iteration 72Q: 3 clusters Score -1.709332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 141111 members 
Entering Unmasked Estep 
Score: -17093316.000000 Penalty: 5884.906250
	Iteration 73Q: 3 clusters Score -1.709332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 141116 members 
Entering Unmasked Estep 
Score: -17093312.000000 Penalty: 5884.906250
	Iteration 74Q: 3 clusters Score -1.709331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 141119 members 
Entering Unmasked Estep 
Score: -17093314.000000 Penalty: 5884.906250
	Iteration 75Q: 3 clusters Score -1.709331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 141120 members 
Entering Unmasked Estep 
Score: -17093312.000000 Penalty: 5884.906250
	Iteration 76Q: 3 clusters Score -1.709331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 141123 members 
Entering Unmasked Estep 
Score: -17093318.000000 Penalty: 5884.906250
	Iteration 77Q: 3 clusters Score -1.709332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 141127 members 
Entering Unmasked Estep 
Score: -17093308.000000 Penalty: 5884.906250
	Iteration 78Q: 3 clusters Score -1.709331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 141128 members 
Entering Unmasked Estep 
Score: -17093314.000000 Penalty: 5884.906250
	Iteration 79Q: 3 clusters Score -1.709331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 141127 members 
Entering Unmasked Estep 
Score: -17093310.000000 Penalty: 5884.906250
	Iteration 80F: 3 clusters Score -1.709331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Entering Unmasked Estep 
Score: -1015933.625000 Penalty: 2243.947021
	Iteration 0F: 2 clusters Score -1015934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1009165.375000 Penalty: 4487.894043
	Iteration 0F: 3 clusters Score -1009165 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1011027.750000 Penalty: 4487.894043
	Iteration 1F: 3 clusters Score -1011028 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1011273.625000 Penalty: 4487.894043
	Iteration 2F: 3 clusters Score -1011274 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1011442.062500 Penalty: 4487.894043
	Iteration 3Q: 3 clusters Score -1011442 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1011572.000000 Penalty: 4487.894043
	Iteration 4Q: 3 clusters Score -1011572 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1011679.875000 Penalty: 4487.894043
	Iteration 5Q: 3 clusters Score -1011680 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1011767.687500 Penalty: 4487.894043
	Iteration 6Q: 3 clusters Score -1011768 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1011836.625000 Penalty: 4487.894043
	Iteration 7Q: 3 clusters Score -1011837 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1011886.437500 Penalty: 4487.894043
	Iteration 8Q: 3 clusters Score -1011886 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1011940.375000 Penalty: 4487.894043
	Iteration 9Q: 3 clusters Score -1011940 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1011996.000000 Penalty: 4487.894043
	Iteration 10Q: 3 clusters Score -1011996 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1012049.750000 Penalty: 4487.894043
	Iteration 11Q: 3 clusters Score -1012050 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1012106.875000 Penalty: 4487.894043
	Iteration 12Q: 3 clusters Score -1012107 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1012170.500000 Penalty: 4487.894043
	Iteration 13Q: 3 clusters Score -1012170 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1012252.562500 Penalty: 4487.894043
	Iteration 14Q: 3 clusters Score -1012253 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1012355.750000 Penalty: 4487.894043
	Iteration 15Q: 3 clusters Score -1012356 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1012472.562500 Penalty: 4487.894043
	Iteration 16Q: 3 clusters Score -1012473 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1012602.125000 Penalty: 4487.894043
	Iteration 17Q: 3 clusters Score -1012602 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1012740.812500 Penalty: 4487.894043
	Iteration 18Q: 3 clusters Score -1012741 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1012920.437500 Penalty: 4487.894043
	Iteration 19Q: 3 clusters Score -1012920 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1013103.187500 Penalty: 4487.894043
	Iteration 20F: 3 clusters Score -1013103 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1013301.687500 Penalty: 4487.894043
	Iteration 21Q: 3 clusters Score -1013302 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1013486.375000 Penalty: 4487.894043
	Iteration 22Q: 3 clusters Score -1013486 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1013639.187500 Penalty: 4487.894043
	Iteration 23Q: 3 clusters Score -1013639 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1013749.062500 Penalty: 4487.894043
	Iteration 24Q: 3 clusters Score -1013749 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1013833.437500 Penalty: 4487.894043
	Iteration 25Q: 3 clusters Score -1013833 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1013893.000000 Penalty: 4487.894043
	Iteration 26Q: 3 clusters Score -1013893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1013927.375000 Penalty: 4487.894043
	Iteration 27Q: 3 clusters Score -1013927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1013953.812500 Penalty: 4487.894043
	Iteration 28Q: 3 clusters Score -1013954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1013975.875000 Penalty: 4487.894043
	Iteration 29Q: 3 clusters Score -1013976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1013991.875000 Penalty: 4487.894043
	Iteration 30Q: 3 clusters Score -1013992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1014003.312500 Penalty: 4487.894043
	Iteration 31Q: 3 clusters Score -1014003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1014015.250000 Penalty: 4487.894043
	Iteration 32Q: 3 clusters Score -1014015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1014030.812500 Penalty: 4487.894043
	Iteration 33Q: 3 clusters Score -1014031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1014044.625000 Penalty: 4487.894043
	Iteration 34Q: 3 clusters Score -1014045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1014053.875000 Penalty: 4487.894043
	Iteration 35Q: 3 clusters Score -1014054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1014062.937500 Penalty: 4487.894043
	Iteration 36Q: 3 clusters Score -1014063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1014068.250000 Penalty: 4487.894043
	Iteration 37Q: 3 clusters Score -1014068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1014068.687500 Penalty: 4487.894043
	Iteration 38Q: 3 clusters Score -1014069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1014069.375000 Penalty: 4487.894043
	Iteration 39Q: 3 clusters Score -1014069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1014069.375000 Penalty: 4487.894043
	Iteration 40F: 3 clusters Score -1014069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96471 members 
Entering Unmasked Estep 
Score: -11511140.000000 Penalty: 2846.295410
	Iteration 0F: 2 clusters Score -1.151114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -11446673.000000 Penalty: 5692.590820
	Iteration 0F: 3 clusters Score -1.144667e+07 nChanged 45681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -11473045.000000 Penalty: 5692.590820
	Iteration 1F: 3 clusters Score -1.147304e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -11474640.000000 Penalty: 5692.590820
	Iteration 2Q: 3 clusters Score -1.147464e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -11477303.000000 Penalty: 5692.590820
	Iteration 3F: 3 clusters Score -1.14773e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -11482020.000000 Penalty: 5692.590820
	Iteration 4F: 3 clusters Score -1.148202e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -11488567.000000 Penalty: 5692.590820
	Iteration 5F: 3 clusters Score -1.148857e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80798 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -11495678.000000 Penalty: 5692.590820
	Iteration 6F: 3 clusters Score -1.149568e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86932 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -11501634.000000 Penalty: 5692.590820
	Iteration 7F: 3 clusters Score -1.150163e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -11505145.000000 Penalty: 5692.590820
	Iteration 8Q: 3 clusters Score -1.150514e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93173 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -11506947.000000 Penalty: 5692.590820
	Iteration 9Q: 3 clusters Score -1.150695e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94349 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -11507840.000000 Penalty: 5692.590820
	Iteration 10Q: 3 clusters Score -1.150784e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -11508342.000000 Penalty: 5692.590820
	Iteration 11Q: 3 clusters Score -1.150834e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -11508581.000000 Penalty: 5692.590820
	Iteration 12Q: 3 clusters Score -1.150858e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95429 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -11508708.000000 Penalty: 5692.590820
	Iteration 13Q: 3 clusters Score -1.150871e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95546 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -11508803.000000 Penalty: 5692.590820
	Iteration 14Q: 3 clusters Score -1.15088e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95621 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11508841.000000 Penalty: 5692.590820
	Iteration 15Q: 3 clusters Score -1.150884e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95657 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11508874.000000 Penalty: 5692.590820
	Iteration 16Q: 3 clusters Score -1.150887e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95691 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11508929.000000 Penalty: 5692.590820
	Iteration 17Q: 3 clusters Score -1.150893e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95710 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -11508950.000000 Penalty: 5692.590820
	Iteration 18Q: 3 clusters Score -1.150895e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11508964.000000 Penalty: 5692.590820
	Iteration 19Q: 3 clusters Score -1.150896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11508976.000000 Penalty: 5692.590820
	Iteration 20F: 3 clusters Score -1.150898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11508994.000000 Penalty: 5692.590820
	Iteration 21Q: 3 clusters Score -1.150899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95752 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11508995.000000 Penalty: 5692.590820
	Iteration 22Q: 3 clusters Score -1.1509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95753 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11508986.000000 Penalty: 5692.590820
	Iteration 23Q: 3 clusters Score -1.150899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95756 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -11508979.000000 Penalty: 5692.590820
	Iteration 24Q: 3 clusters Score -1.150898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95757 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11508994.000000 Penalty: 5692.590820
	Iteration 25Q: 3 clusters Score -1.150899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95754 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -11509013.000000 Penalty: 5692.590820
	Iteration 26Q: 3 clusters Score -1.150901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95754 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -11509006.000000 Penalty: 5692.590820
	Iteration 27Q: 3 clusters Score -1.150901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11509002.000000 Penalty: 5692.590820
	Iteration 28Q: 3 clusters Score -1.1509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11509002.000000 Penalty: 5692.590820
	Iteration 29F: 3 clusters Score -1.1509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Entering Unmasked Estep 
Score: -1665405.000000 Penalty: 2378.440918
	Iteration 0F: 2 clusters Score -1665405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1654737.625000 Penalty: 4756.881836
	Iteration 0F: 3 clusters Score -1654738 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1658200.125000 Penalty: 4756.881836
	Iteration 1F: 3 clusters Score -1658200 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1658736.750000 Penalty: 4756.881836
	Iteration 2F: 3 clusters Score -1658737 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1659242.250000 Penalty: 4756.881836
	Iteration 3F: 3 clusters Score -1659242 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1659730.000000 Penalty: 4756.881836
	Iteration 4F: 3 clusters Score -1659730 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1660233.250000 Penalty: 4756.881836
	Iteration 5F: 3 clusters Score -1660233 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1660744.250000 Penalty: 4756.881836
	Iteration 6F: 3 clusters Score -1660744 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1661288.875000 Penalty: 4756.881836
	Iteration 7F: 3 clusters Score -1661289 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1661831.375000 Penalty: 4756.881836
	Iteration 8F: 3 clusters Score -1661831 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1662425.375000 Penalty: 4756.881836
	Iteration 9F: 3 clusters Score -1662425 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1663017.250000 Penalty: 4756.881836
	Iteration 10Q: 3 clusters Score -1663017 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1663614.000000 Penalty: 4756.881836
	Iteration 11Q: 3 clusters Score -1663614 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1664137.125000 Penalty: 4756.881836
	Iteration 12Q: 3 clusters Score -1664137 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1664591.875000 Penalty: 4756.881836
	Iteration 13Q: 3 clusters Score -1664592 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1664956.375000 Penalty: 4756.881836
	Iteration 14Q: 3 clusters Score -1664956 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1665178.000000 Penalty: 4756.881836
	Iteration 15Q: 3 clusters Score -1665178 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1665326.625000 Penalty: 4756.881836
	Iteration 16Q: 3 clusters Score -1665327 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1665422.625000 Penalty: 4756.881836
	Iteration 17Q: 3 clusters Score -1665423 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1665498.250000 Penalty: 4756.881836
	Iteration 18Q: 3 clusters Score -1665498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1665536.625000 Penalty: 4756.881836
	Iteration 19Q: 3 clusters Score -1665537 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1665560.250000 Penalty: 4756.881836
	Iteration 20F: 3 clusters Score -1665560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1665588.375000 Penalty: 4756.881836
	Iteration 21Q: 3 clusters Score -1665588 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1665602.375000 Penalty: 4756.881836
	Iteration 22Q: 3 clusters Score -1665602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1665614.125000 Penalty: 4756.881836
	Iteration 23Q: 3 clusters Score -1665614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1665619.875000 Penalty: 4756.881836
	Iteration 24Q: 3 clusters Score -1665620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1665631.875000 Penalty: 4756.881836
	Iteration 25Q: 3 clusters Score -1665632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1665634.000000 Penalty: 4756.881836
	Iteration 26Q: 3 clusters Score -1665634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1665637.750000 Penalty: 4756.881836
	Iteration 27Q: 3 clusters Score -1665638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1665636.250000 Penalty: 4756.881836
	Iteration 28Q: 3 clusters Score -1665636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1665635.875000 Penalty: 4756.881836
	Iteration 29Q: 3 clusters Score -1665636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1665636.250000 Penalty: 4756.881836
	Iteration 30Q: 3 clusters Score -1665636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1665638.250000 Penalty: 4756.881836
	Iteration 31Q: 3 clusters Score -1665638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1665638.500000 Penalty: 4756.881836
	Iteration 32Q: 3 clusters Score -1665638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1665637.000000 Penalty: 4756.881836
	Iteration 33Q: 3 clusters Score -1665637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1665637.250000 Penalty: 4756.881836
	Iteration 34Q: 3 clusters Score -1665637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1665637.000000 Penalty: 4756.881836
	Iteration 35Q: 3 clusters Score -1665637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1665637.125000 Penalty: 4756.881836
	Iteration 36Q: 3 clusters Score -1665637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1665638.750000 Penalty: 4756.881836
	Iteration 37Q: 3 clusters Score -1665639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1665638.750000 Penalty: 4756.881836
	Iteration 38Q: 3 clusters Score -1665639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1665638.375000 Penalty: 4756.881836
	Iteration 39Q: 3 clusters Score -1665638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1665638.625000 Penalty: 4756.881836
	Iteration 40F: 3 clusters Score -1665639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1665638.750000 Penalty: 4756.881836
	Iteration 41Q: 3 clusters Score -1665639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1665640.625000 Penalty: 4756.881836
	Iteration 42Q: 3 clusters Score -1665641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1665639.500000 Penalty: 4756.881836
	Iteration 43Q: 3 clusters Score -1665640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1665641.125000 Penalty: 4756.881836
	Iteration 44Q: 3 clusters Score -1665641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1665642.750000 Penalty: 4756.881836
	Iteration 45Q: 3 clusters Score -1665643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1665643.375000 Penalty: 4756.881836
	Iteration 46Q: 3 clusters Score -1665643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1665641.750000 Penalty: 4756.881836
	Iteration 47Q: 3 clusters Score -1665642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1665642.625000 Penalty: 4756.881836
	Iteration 48Q: 3 clusters Score -1665643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1665644.125000 Penalty: 4756.881836
	Iteration 49Q: 3 clusters Score -1665644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1665644.125000 Penalty: 4756.881836
	Iteration 50F: 3 clusters Score -1665644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148457 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 11244 members 
Mstep: Class 4 contains 23639 members 
Mstep: Class 5 contains 17973 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 158779 members 
Mstep: Class 8 contains 4564 members 
Mstep: Class 9 contains 14318 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 108407 members 
Mstep: Class 13 contains 142163 members 
Mstep: Class 14 contains 8503 members 
Mstep: Class 15 contains 96471 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 52282 members 
Mstep: Class 20 contains 9015 members 
Mstep: Class 21 contains 11643 members 
Mstep: Class 22 contains 35551 members 
Mstep: Class 23 contains 41883 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 4074 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 196529 members 
Mstep: Class 28 contains 6775 members 
Mstep: Class 29 contains 9821 members 
Mstep: Class 30 contains 4786 members 
Mstep: Class 31 contains 162513 members 
Mstep: Class 32 contains 11629 members 
Entering Unmasked Estep 
Score: -156054864.000000 Penalty: 111997.578125
Splitting cluster 16 changes total score from -156054096.000000 to -156054864.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (6108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Entering Unmasked Estep 
Score: -660231.562500 Penalty: 2161.904053
	Iteration 0F: 2 clusters Score -660231.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -655035.937500 Penalty: 4323.808105
	Iteration 0F: 3 clusters Score -655035.9 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -656492.000000 Penalty: 4323.808105
	Iteration 1F: 3 clusters Score -656492 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -656862.062500 Penalty: 4323.808105
	Iteration 2F: 3 clusters Score -656862.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -657148.375000 Penalty: 4323.808105
	Iteration 3F: 3 clusters Score -657148.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -657406.062500 Penalty: 4323.808105
	Iteration 4F: 3 clusters Score -657406.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -657604.125000 Penalty: 4323.808105
	Iteration 5Q: 3 clusters Score -657604.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -657757.937500 Penalty: 4323.808105
	Iteration 6Q: 3 clusters Score -657757.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -657884.750000 Penalty: 4323.808105
	Iteration 7Q: 3 clusters Score -657884.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -657977.312500 Penalty: 4323.808105
	Iteration 8Q: 3 clusters Score -657977.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -658056.562500 Penalty: 4323.808105
	Iteration 9Q: 3 clusters Score -658056.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -658136.187500 Penalty: 4323.808105
	Iteration 10Q: 3 clusters Score -658136.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -658201.687500 Penalty: 4323.808105
	Iteration 11Q: 3 clusters Score -658201.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -658249.125000 Penalty: 4323.808105
	Iteration 12Q: 3 clusters Score -658249.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -658291.625000 Penalty: 4323.808105
	Iteration 13Q: 3 clusters Score -658291.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -658336.687500 Penalty: 4323.808105
	Iteration 14Q: 3 clusters Score -658336.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -658392.875000 Penalty: 4323.808105
	Iteration 15Q: 3 clusters Score -658392.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -658450.625000 Penalty: 4323.808105
	Iteration 16Q: 3 clusters Score -658450.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -658504.687500 Penalty: 4323.808105
	Iteration 17Q: 3 clusters Score -658504.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -658556.187500 Penalty: 4323.808105
	Iteration 18Q: 3 clusters Score -658556.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -658588.437500 Penalty: 4323.808105
	Iteration 19Q: 3 clusters Score -658588.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -658618.250000 Penalty: 4323.808105
	Iteration 20F: 3 clusters Score -658618.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -658645.687500 Penalty: 4323.808105
	Iteration 21Q: 3 clusters Score -658645.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -658667.312500 Penalty: 4323.808105
	Iteration 22Q: 3 clusters Score -658667.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -658691.687500 Penalty: 4323.808105
	Iteration 23Q: 3 clusters Score -658691.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -658705.937500 Penalty: 4323.808105
	Iteration 24Q: 3 clusters Score -658705.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -658719.250000 Penalty: 4323.808105
	Iteration 25Q: 3 clusters Score -658719.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -658733.750000 Penalty: 4323.808105
	Iteration 26Q: 3 clusters Score -658733.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -658750.250000 Penalty: 4323.808105
	Iteration 27Q: 3 clusters Score -658750.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -658760.687500 Penalty: 4323.808105
	Iteration 28Q: 3 clusters Score -658760.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -658767.250000 Penalty: 4323.808105
	Iteration 29Q: 3 clusters Score -658767.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -658774.625000 Penalty: 4323.808105
	Iteration 30Q: 3 clusters Score -658774.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -658778.750000 Penalty: 4323.808105
	Iteration 31Q: 3 clusters Score -658778.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -658783.625000 Penalty: 4323.808105
	Iteration 32Q: 3 clusters Score -658783.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -658786.562500 Penalty: 4323.808105
	Iteration 33Q: 3 clusters Score -658786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -658788.187500 Penalty: 4323.808105
	Iteration 34Q: 3 clusters Score -658788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -658789.500000 Penalty: 4323.808105
	Iteration 35Q: 3 clusters Score -658789.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -658788.875000 Penalty: 4323.808105
	Iteration 36Q: 3 clusters Score -658788.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -658793.125000 Penalty: 4323.808105
	Iteration 37Q: 3 clusters Score -658793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -658793.875000 Penalty: 4323.808105
	Iteration 38Q: 3 clusters Score -658793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -658793.187500 Penalty: 4323.808105
	Iteration 39Q: 3 clusters Score -658793.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -658793.500000 Penalty: 4323.808105
	Iteration 40F: 3 clusters Score -658793.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -658793.375000 Penalty: 4323.808105
	Iteration 41Q: 3 clusters Score -658793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -658794.125000 Penalty: 4323.808105
	Iteration 42Q: 3 clusters Score -658794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -658794.125000 Penalty: 4323.808105
	Iteration 43F: 3 clusters Score -658794.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Entering Unmasked Estep 
Score: -1652840.500000 Penalty: 2372.954346
	Iteration 0F: 2 clusters Score -1652840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1642403.125000 Penalty: 4745.908691
	Iteration 0F: 3 clusters Score -1642403 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1645707.750000 Penalty: 4745.908691
	Iteration 1F: 3 clusters Score -1645708 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1646118.625000 Penalty: 4745.908691
	Iteration 2F: 3 clusters Score -1646119 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1646498.125000 Penalty: 4745.908691
	Iteration 3F: 3 clusters Score -1646498 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1646853.625000 Penalty: 4745.908691
	Iteration 4F: 3 clusters Score -1646854 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1647208.875000 Penalty: 4745.908691
	Iteration 5Q: 3 clusters Score -1647209 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1647618.500000 Penalty: 4745.908691
	Iteration 6Q: 3 clusters Score -1647618 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1648104.375000 Penalty: 4745.908691
	Iteration 7Q: 3 clusters Score -1648104 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1648518.375000 Penalty: 4745.908691
	Iteration 8Q: 3 clusters Score -1648518 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1648860.250000 Penalty: 4745.908691
	Iteration 9Q: 3 clusters Score -1648860 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1649138.625000 Penalty: 4745.908691
	Iteration 10Q: 3 clusters Score -1649139 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1649367.875000 Penalty: 4745.908691
	Iteration 11Q: 3 clusters Score -1649368 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1649575.625000 Penalty: 4745.908691
	Iteration 12Q: 3 clusters Score -1649576 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1649741.000000 Penalty: 4745.908691
	Iteration 13Q: 3 clusters Score -1649741 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1649895.250000 Penalty: 4745.908691
	Iteration 14Q: 3 clusters Score -1649895 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1650058.875000 Penalty: 4745.908691
	Iteration 15Q: 3 clusters Score -1650059 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1650202.000000 Penalty: 4745.908691
	Iteration 16Q: 3 clusters Score -1650202 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1650321.375000 Penalty: 4745.908691
	Iteration 17Q: 3 clusters Score -1650321 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1650408.500000 Penalty: 4745.908691
	Iteration 18Q: 3 clusters Score -1650408 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1650475.500000 Penalty: 4745.908691
	Iteration 19Q: 3 clusters Score -1650476 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1650527.125000 Penalty: 4745.908691
	Iteration 20F: 3 clusters Score -1650527 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1650582.250000 Penalty: 4745.908691
	Iteration 21Q: 3 clusters Score -1650582 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1650618.000000 Penalty: 4745.908691
	Iteration 22Q: 3 clusters Score -1650618 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1650659.625000 Penalty: 4745.908691
	Iteration 23Q: 3 clusters Score -1650660 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1650695.500000 Penalty: 4745.908691
	Iteration 24Q: 3 clusters Score -1650696 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1650730.125000 Penalty: 4745.908691
	Iteration 25Q: 3 clusters Score -1650730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1650759.750000 Penalty: 4745.908691
	Iteration 26Q: 3 clusters Score -1650760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1650786.000000 Penalty: 4745.908691
	Iteration 27Q: 3 clusters Score -1650786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1650812.625000 Penalty: 4745.908691
	Iteration 28Q: 3 clusters Score -1650813 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1650840.125000 Penalty: 4745.908691
	Iteration 29Q: 3 clusters Score -1650840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1650863.875000 Penalty: 4745.908691
	Iteration 30Q: 3 clusters Score -1650864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1650884.750000 Penalty: 4745.908691
	Iteration 31Q: 3 clusters Score -1650885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1650896.500000 Penalty: 4745.908691
	Iteration 32Q: 3 clusters Score -1650896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1650912.625000 Penalty: 4745.908691
	Iteration 33Q: 3 clusters Score -1650913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1650931.250000 Penalty: 4745.908691
	Iteration 34Q: 3 clusters Score -1650931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1650941.125000 Penalty: 4745.908691
	Iteration 35Q: 3 clusters Score -1650941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1650946.000000 Penalty: 4745.908691
	Iteration 36Q: 3 clusters Score -1650946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1650952.875000 Penalty: 4745.908691
	Iteration 37Q: 3 clusters Score -1650953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1650958.000000 Penalty: 4745.908691
	Iteration 38Q: 3 clusters Score -1650958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1650962.750000 Penalty: 4745.908691
	Iteration 39Q: 3 clusters Score -1650963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1650966.250000 Penalty: 4745.908691
	Iteration 40F: 3 clusters Score -1650966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1650969.500000 Penalty: 4745.908691
	Iteration 41Q: 3 clusters Score -1650970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1650974.625000 Penalty: 4745.908691
	Iteration 42Q: 3 clusters Score -1650975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1650978.125000 Penalty: 4745.908691
	Iteration 43Q: 3 clusters Score -1650978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1650986.625000 Penalty: 4745.908691
	Iteration 44Q: 3 clusters Score -1650987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1650991.750000 Penalty: 4745.908691
	Iteration 45Q: 3 clusters Score -1650992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1650997.125000 Penalty: 4745.908691
	Iteration 46Q: 3 clusters Score -1650997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1650999.500000 Penalty: 4745.908691
	Iteration 47Q: 3 clusters Score -1651000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1650999.875000 Penalty: 4745.908691
	Iteration 48Q: 3 clusters Score -1651000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1651004.000000 Penalty: 4745.908691
	Iteration 49Q: 3 clusters Score -1651004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1651005.625000 Penalty: 4745.908691
	Iteration 50Q: 3 clusters Score -1651006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1651006.750000 Penalty: 4745.908691
	Iteration 51Q: 3 clusters Score -1651007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1651010.625000 Penalty: 4745.908691
	Iteration 52Q: 3 clusters Score -1651011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1651008.625000 Penalty: 4745.908691
	Iteration 53Q: 3 clusters Score -1651009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1651009.625000 Penalty: 4745.908691
	Iteration 54Q: 3 clusters Score -1651010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1651008.875000 Penalty: 4745.908691
	Iteration 55Q: 3 clusters Score -1651009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1651009.375000 Penalty: 4745.908691
	Iteration 56Q: 3 clusters Score -1651009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1651010.000000 Penalty: 4745.908691
	Iteration 57Q: 3 clusters Score -1651010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1651010.625000 Penalty: 4745.908691
	Iteration 58Q: 3 clusters Score -1651011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1651012.875000 Penalty: 4745.908691
	Iteration 59Q: 3 clusters Score -1651013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1651014.875000 Penalty: 4745.908691
	Iteration 60F: 3 clusters Score -1651015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1651014.875000 Penalty: 4745.908691
	Iteration 61Q: 3 clusters Score -1651015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1651012.625000 Penalty: 4745.908691
	Iteration 62Q: 3 clusters Score -1651013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1651014.375000 Penalty: 4745.908691
	Iteration 63Q: 3 clusters Score -1651014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1651017.125000 Penalty: 4745.908691
	Iteration 64Q: 3 clusters Score -1651017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1651016.500000 Penalty: 4745.908691
	Iteration 65Q: 3 clusters Score -1651016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1651015.875000 Penalty: 4745.908691
	Iteration 66Q: 3 clusters Score -1651016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1651016.375000 Penalty: 4745.908691
	Iteration 67Q: 3 clusters Score -1651016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1651018.875000 Penalty: 4745.908691
	Iteration 68Q: 3 clusters Score -1651019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1651018.625000 Penalty: 4745.908691
	Iteration 69Q: 3 clusters Score -1651019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1651018.000000 Penalty: 4745.908691
	Iteration 70Q: 3 clusters Score -1651018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1651020.750000 Penalty: 4745.908691
	Iteration 71Q: 3 clusters Score -1651021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1651020.750000 Penalty: 4745.908691
	Iteration 72Q: 3 clusters Score -1651021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1651022.875000 Penalty: 4745.908691
	Iteration 73Q: 3 clusters Score -1651023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1651023.375000 Penalty: 4745.908691
	Iteration 74Q: 3 clusters Score -1651023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1651024.750000 Penalty: 4745.908691
	Iteration 75Q: 3 clusters Score -1651025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1651026.125000 Penalty: 4745.908691
	Iteration 76Q: 3 clusters Score -1651026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1651028.500000 Penalty: 4745.908691
	Iteration 77Q: 3 clusters Score -1651028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1651029.000000 Penalty: 4745.908691
	Iteration 78Q: 3 clusters Score -1651029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1651028.125000 Penalty: 4745.908691
	Iteration 79Q: 3 clusters Score -1651028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1651028.125000 Penalty: 4745.908691
	Iteration 80F: 3 clusters Score -1651028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Entering Unmasked Estep 
Score: -6221018.500000 Penalty: 2694.373047
	Iteration 0F: 2 clusters Score -6221018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -6185833.500000 Penalty: 5388.746094
	Iteration 0F: 3 clusters Score -6185834 nChanged 24140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -6199254.000000 Penalty: 5388.746094
	Iteration 1F: 3 clusters Score -6199254 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -6199964.000000 Penalty: 5388.746094
	Iteration 2Q: 3 clusters Score -6199964 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -6200716.000000 Penalty: 5388.746094
	Iteration 3Q: 3 clusters Score -6200716 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -6201642.500000 Penalty: 5388.746094
	Iteration 4Q: 3 clusters Score -6201642 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -6202614.000000 Penalty: 5388.746094
	Iteration 5Q: 3 clusters Score -6202614 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -6204076.000000 Penalty: 5388.746094
	Iteration 6Q: 3 clusters Score -6204076 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -6206111.000000 Penalty: 5388.746094
	Iteration 7F: 3 clusters Score -6206111 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -6208807.000000 Penalty: 5388.746094
	Iteration 8F: 3 clusters Score -6208807 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -6211941.000000 Penalty: 5388.746094
	Iteration 9F: 3 clusters Score -6211941 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -6214707.500000 Penalty: 5388.746094
	Iteration 10F: 3 clusters Score -6214708 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -6216562.000000 Penalty: 5388.746094
	Iteration 11Q: 3 clusters Score -6216562 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6217576.000000 Penalty: 5388.746094
	Iteration 12Q: 3 clusters Score -6217576 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6218115.000000 Penalty: 5388.746094
	Iteration 13Q: 3 clusters Score -6218115 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6218409.500000 Penalty: 5388.746094
	Iteration 14Q: 3 clusters Score -6218410 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6218562.000000 Penalty: 5388.746094
	Iteration 15Q: 3 clusters Score -6218562 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6218664.000000 Penalty: 5388.746094
	Iteration 16Q: 3 clusters Score -6218664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6218720.500000 Penalty: 5388.746094
	Iteration 17Q: 3 clusters Score -6218720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6218765.000000 Penalty: 5388.746094
	Iteration 18Q: 3 clusters Score -6218765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6218791.000000 Penalty: 5388.746094
	Iteration 19Q: 3 clusters Score -6218791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6218804.500000 Penalty: 5388.746094
	Iteration 20F: 3 clusters Score -6218804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6218816.000000 Penalty: 5388.746094
	Iteration 21Q: 3 clusters Score -6218816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6218831.500000 Penalty: 5388.746094
	Iteration 22Q: 3 clusters Score -6218832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6218840.000000 Penalty: 5388.746094
	Iteration 23Q: 3 clusters Score -6218840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6218852.500000 Penalty: 5388.746094
	Iteration 24Q: 3 clusters Score -6218852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6218852.500000 Penalty: 5388.746094
	Iteration 25Q: 3 clusters Score -6218852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6218853.500000 Penalty: 5388.746094
	Iteration 26Q: 3 clusters Score -6218854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6218856.500000 Penalty: 5388.746094
	Iteration 27Q: 3 clusters Score -6218856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6218855.000000 Penalty: 5388.746094
	Iteration 28Q: 3 clusters Score -6218855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6218861.500000 Penalty: 5388.746094
	Iteration 29Q: 3 clusters Score -6218862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6218862.500000 Penalty: 5388.746094
	Iteration 30Q: 3 clusters Score -6218862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6218859.500000 Penalty: 5388.746094
	Iteration 31Q: 3 clusters Score -6218860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6218861.000000 Penalty: 5388.746094
	Iteration 32Q: 3 clusters Score -6218861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6218861.000000 Penalty: 5388.746094
	Iteration 33F: 3 clusters Score -6218861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Entering Unmasked Estep 
Score: -1042532.687500 Penalty: 2258.447998
	Iteration 0F: 2 clusters Score -1042533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1035520.812500 Penalty: 4516.895996
	Iteration 0F: 3 clusters Score -1035521 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1037506.312500 Penalty: 4516.895996
	Iteration 1F: 3 clusters Score -1037506 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1037861.625000 Penalty: 4516.895996
	Iteration 2F: 3 clusters Score -1037862 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1038162.937500 Penalty: 4516.895996
	Iteration 3F: 3 clusters Score -1038163 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1038506.687500 Penalty: 4516.895996
	Iteration 4F: 3 clusters Score -1038507 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1038818.250000 Penalty: 4516.895996
	Iteration 5F: 3 clusters Score -1038818 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1039105.500000 Penalty: 4516.895996
	Iteration 6Q: 3 clusters Score -1039106 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1039352.062500 Penalty: 4516.895996
	Iteration 7Q: 3 clusters Score -1039352 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1039586.000000 Penalty: 4516.895996
	Iteration 8Q: 3 clusters Score -1039586 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1039757.062500 Penalty: 4516.895996
	Iteration 9Q: 3 clusters Score -1039757 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1039899.750000 Penalty: 4516.895996
	Iteration 10Q: 3 clusters Score -1039900 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1040027.812500 Penalty: 4516.895996
	Iteration 11Q: 3 clusters Score -1040028 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1040122.937500 Penalty: 4516.895996
	Iteration 12Q: 3 clusters Score -1040123 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1040198.625000 Penalty: 4516.895996
	Iteration 13Q: 3 clusters Score -1040199 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1040258.625000 Penalty: 4516.895996
	Iteration 14Q: 3 clusters Score -1040259 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1040303.687500 Penalty: 4516.895996
	Iteration 15Q: 3 clusters Score -1040304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1040342.250000 Penalty: 4516.895996
	Iteration 16Q: 3 clusters Score -1040342 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1040380.375000 Penalty: 4516.895996
	Iteration 17Q: 3 clusters Score -1040380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1040426.187500 Penalty: 4516.895996
	Iteration 18Q: 3 clusters Score -1040426 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1040457.625000 Penalty: 4516.895996
	Iteration 19Q: 3 clusters Score -1040458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1040482.187500 Penalty: 4516.895996
	Iteration 20F: 3 clusters Score -1040482 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1040507.000000 Penalty: 4516.895996
	Iteration 21Q: 3 clusters Score -1040507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1040525.750000 Penalty: 4516.895996
	Iteration 22Q: 3 clusters Score -1040526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1040542.125000 Penalty: 4516.895996
	Iteration 23Q: 3 clusters Score -1040542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1040557.375000 Penalty: 4516.895996
	Iteration 24Q: 3 clusters Score -1040557 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1040568.625000 Penalty: 4516.895996
	Iteration 25Q: 3 clusters Score -1040569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1040580.750000 Penalty: 4516.895996
	Iteration 26Q: 3 clusters Score -1040581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1040590.250000 Penalty: 4516.895996
	Iteration 27Q: 3 clusters Score -1040590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1040598.875000 Penalty: 4516.895996
	Iteration 28Q: 3 clusters Score -1040599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1040610.187500 Penalty: 4516.895996
	Iteration 29Q: 3 clusters Score -1040610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1040617.375000 Penalty: 4516.895996
	Iteration 30Q: 3 clusters Score -1040617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1040620.812500 Penalty: 4516.895996
	Iteration 31Q: 3 clusters Score -1040621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1040625.250000 Penalty: 4516.895996
	Iteration 32Q: 3 clusters Score -1040625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1040627.937500 Penalty: 4516.895996
	Iteration 33Q: 3 clusters Score -1040628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1040628.500000 Penalty: 4516.895996
	Iteration 34Q: 3 clusters Score -1040628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1040629.750000 Penalty: 4516.895996
	Iteration 35Q: 3 clusters Score -1040630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1040630.687500 Penalty: 4516.895996
	Iteration 36Q: 3 clusters Score -1040631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1040631.562500 Penalty: 4516.895996
	Iteration 37Q: 3 clusters Score -1040632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1040630.437500 Penalty: 4516.895996
	Iteration 38Q: 3 clusters Score -1040630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1040634.937500 Penalty: 4516.895996
	Iteration 39Q: 3 clusters Score -1040635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1040634.437500 Penalty: 4516.895996
	Iteration 40F: 3 clusters Score -1040634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1040635.937500 Penalty: 4516.895996
	Iteration 41Q: 3 clusters Score -1040636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1040636.250000 Penalty: 4516.895996
	Iteration 42Q: 3 clusters Score -1040636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1040634.312500 Penalty: 4516.895996
	Iteration 43Q: 3 clusters Score -1040634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1040634.312500 Penalty: 4516.895996
	Iteration 44F: 3 clusters Score -1040634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Entering Unmasked Estep 
Score: -1376177.125000 Penalty: 2321.890137
	Iteration 0F: 2 clusters Score -1376177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1367462.500000 Penalty: 4643.780273
	Iteration 0F: 3 clusters Score -1367462 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1369971.875000 Penalty: 4643.780273
	Iteration 1F: 3 clusters Score -1369972 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1370232.625000 Penalty: 4643.780273
	Iteration 2F: 3 clusters Score -1370233 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1370457.875000 Penalty: 4643.780273
	Iteration 3Q: 3 clusters Score -1370458 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1370647.000000 Penalty: 4643.780273
	Iteration 4Q: 3 clusters Score -1370647 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1370795.750000 Penalty: 4643.780273
	Iteration 5Q: 3 clusters Score -1370796 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1370930.875000 Penalty: 4643.780273
	Iteration 6Q: 3 clusters Score -1370931 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1371079.250000 Penalty: 4643.780273
	Iteration 7Q: 3 clusters Score -1371079 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1371217.000000 Penalty: 4643.780273
	Iteration 8Q: 3 clusters Score -1371217 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1371372.125000 Penalty: 4643.780273
	Iteration 9Q: 3 clusters Score -1371372 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1371539.375000 Penalty: 4643.780273
	Iteration 10Q: 3 clusters Score -1371539 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1371724.375000 Penalty: 4643.780273
	Iteration 11Q: 3 clusters Score -1371724 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1371928.250000 Penalty: 4643.780273
	Iteration 12Q: 3 clusters Score -1371928 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1372183.000000 Penalty: 4643.780273
	Iteration 13Q: 3 clusters Score -1372183 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1372475.125000 Penalty: 4643.780273
	Iteration 14Q: 3 clusters Score -1372475 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1372807.250000 Penalty: 4643.780273
	Iteration 15Q: 3 clusters Score -1372807 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1373105.500000 Penalty: 4643.780273
	Iteration 16Q: 3 clusters Score -1373106 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1373367.500000 Penalty: 4643.780273
	Iteration 17Q: 3 clusters Score -1373368 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1373567.750000 Penalty: 4643.780273
	Iteration 18Q: 3 clusters Score -1373568 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1373749.875000 Penalty: 4643.780273
	Iteration 19Q: 3 clusters Score -1373750 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1373867.625000 Penalty: 4643.780273
	Iteration 20F: 3 clusters Score -1373868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1373918.375000 Penalty: 4643.780273
	Iteration 21Q: 3 clusters Score -1373918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1373977.500000 Penalty: 4643.780273
	Iteration 22Q: 3 clusters Score -1373978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1374014.000000 Penalty: 4643.780273
	Iteration 23Q: 3 clusters Score -1374014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1374043.000000 Penalty: 4643.780273
	Iteration 24Q: 3 clusters Score -1374043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1374060.000000 Penalty: 4643.780273
	Iteration 25Q: 3 clusters Score -1374060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1374067.250000 Penalty: 4643.780273
	Iteration 26Q: 3 clusters Score -1374067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1374068.125000 Penalty: 4643.780273
	Iteration 27Q: 3 clusters Score -1374068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1374074.250000 Penalty: 4643.780273
	Iteration 28Q: 3 clusters Score -1374074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1374079.875000 Penalty: 4643.780273
	Iteration 29Q: 3 clusters Score -1374080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1374079.125000 Penalty: 4643.780273
	Iteration 30Q: 3 clusters Score -1374079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1374079.125000 Penalty: 4643.780273
	Iteration 31F: 3 clusters Score -1374079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Entering Unmasked Estep 
Score: -4227350.000000 Penalty: 2598.723389
	Iteration 0F: 2 clusters Score -4227350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -4203274.000000 Penalty: 5197.446777
	Iteration 0F: 3 clusters Score -4203274 nChanged 16065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4212124.000000 Penalty: 5197.446777
	Iteration 1F: 3 clusters Score -4212124 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -4212738.000000 Penalty: 5197.446777
	Iteration 2Q: 3 clusters Score -4212738 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -4213430.000000 Penalty: 5197.446777
	Iteration 3Q: 3 clusters Score -4213430 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -4214295.500000 Penalty: 5197.446777
	Iteration 4F: 3 clusters Score -4214296 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -4215424.500000 Penalty: 5197.446777
	Iteration 5F: 3 clusters Score -4215424 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -4216891.500000 Penalty: 5197.446777
	Iteration 6F: 3 clusters Score -4216892 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -4218740.000000 Penalty: 5197.446777
	Iteration 7F: 3 clusters Score -4218740 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -4220622.000000 Penalty: 5197.446777
	Iteration 8F: 3 clusters Score -4220622 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -4222266.000000 Penalty: 5197.446777
	Iteration 9F: 3 clusters Score -4222266 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -4223474.500000 Penalty: 5197.446777
	Iteration 10Q: 3 clusters Score -4223474 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -4224271.500000 Penalty: 5197.446777
	Iteration 11Q: 3 clusters Score -4224272 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -4224652.000000 Penalty: 5197.446777
	Iteration 12Q: 3 clusters Score -4224652 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -4224860.500000 Penalty: 5197.446777
	Iteration 13Q: 3 clusters Score -4224860 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -4224960.500000 Penalty: 5197.446777
	Iteration 14Q: 3 clusters Score -4224960 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -4225031.000000 Penalty: 5197.446777
	Iteration 15Q: 3 clusters Score -4225031 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -4225078.000000 Penalty: 5197.446777
	Iteration 16Q: 3 clusters Score -4225078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -4225110.000000 Penalty: 5197.446777
	Iteration 17Q: 3 clusters Score -4225110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -4225138.000000 Penalty: 5197.446777
	Iteration 18Q: 3 clusters Score -4225138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4225153.500000 Penalty: 5197.446777
	Iteration 19Q: 3 clusters Score -4225154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4225175.500000 Penalty: 5197.446777
	Iteration 20F: 3 clusters Score -4225176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -4225187.500000 Penalty: 5197.446777
	Iteration 21Q: 3 clusters Score -4225188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -4225192.000000 Penalty: 5197.446777
	Iteration 22Q: 3 clusters Score -4225192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -4225205.000000 Penalty: 5197.446777
	Iteration 23Q: 3 clusters Score -4225205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -4225217.000000 Penalty: 5197.446777
	Iteration 24Q: 3 clusters Score -4225217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -4225226.000000 Penalty: 5197.446777
	Iteration 25Q: 3 clusters Score -4225226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -4225232.000000 Penalty: 5197.446777
	Iteration 26Q: 3 clusters Score -4225232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -4225237.000000 Penalty: 5197.446777
	Iteration 27Q: 3 clusters Score -4225237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -4225243.000000 Penalty: 5197.446777
	Iteration 28Q: 3 clusters Score -4225243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4225248.500000 Penalty: 5197.446777
	Iteration 29Q: 3 clusters Score -4225248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -4225251.500000 Penalty: 5197.446777
	Iteration 30Q: 3 clusters Score -4225252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -4225251.500000 Penalty: 5197.446777
	Iteration 31F: 3 clusters Score -4225252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Entering Unmasked Estep 
Score: -4992906.000000 Penalty: 2639.373535
	Iteration 0F: 2 clusters Score -4992906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4964637.000000 Penalty: 5278.747070
	Iteration 0F: 3 clusters Score -4964637 nChanged 19138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -4975240.000000 Penalty: 5278.747070
	Iteration 1F: 3 clusters Score -4975240 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -4975828.500000 Penalty: 5278.747070
	Iteration 2Q: 3 clusters Score -4975828 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -4976305.500000 Penalty: 5278.747070
	Iteration 3Q: 3 clusters Score -4976306 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4976813.000000 Penalty: 5278.747070
	Iteration 4Q: 3 clusters Score -4976813 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4977382.500000 Penalty: 5278.747070
	Iteration 5Q: 3 clusters Score -4977382 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -4978110.500000 Penalty: 5278.747070
	Iteration 6Q: 3 clusters Score -4978110 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -4978999.000000 Penalty: 5278.747070
	Iteration 7Q: 3 clusters Score -4978999 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -4980171.500000 Penalty: 5278.747070
	Iteration 8Q: 3 clusters Score -4980172 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4981590.000000 Penalty: 5278.747070
	Iteration 9F: 3 clusters Score -4981590 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -4983217.500000 Penalty: 5278.747070
	Iteration 10F: 3 clusters Score -4983218 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -4984865.000000 Penalty: 5278.747070
	Iteration 11F: 3 clusters Score -4984865 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -4986127.500000 Penalty: 5278.747070
	Iteration 12Q: 3 clusters Score -4986128 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -4987219.500000 Penalty: 5278.747070
	Iteration 13Q: 3 clusters Score -4987220 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -4988155.500000 Penalty: 5278.747070
	Iteration 14Q: 3 clusters Score -4988156 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4988832.000000 Penalty: 5278.747070
	Iteration 15Q: 3 clusters Score -4988832 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4989396.500000 Penalty: 5278.747070
	Iteration 16Q: 3 clusters Score -4989396 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4989792.000000 Penalty: 5278.747070
	Iteration 17Q: 3 clusters Score -4989792 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4990040.500000 Penalty: 5278.747070
	Iteration 18Q: 3 clusters Score -4990040 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4990220.000000 Penalty: 5278.747070
	Iteration 19Q: 3 clusters Score -4990220 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4990354.500000 Penalty: 5278.747070
	Iteration 20F: 3 clusters Score -4990354 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4990460.500000 Penalty: 5278.747070
	Iteration 21Q: 3 clusters Score -4990460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4990520.000000 Penalty: 5278.747070
	Iteration 22Q: 3 clusters Score -4990520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4990575.000000 Penalty: 5278.747070
	Iteration 23Q: 3 clusters Score -4990575 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4990595.500000 Penalty: 5278.747070
	Iteration 24Q: 3 clusters Score -4990596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4990622.500000 Penalty: 5278.747070
	Iteration 25Q: 3 clusters Score -4990622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4990628.500000 Penalty: 5278.747070
	Iteration 26Q: 3 clusters Score -4990628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4990634.500000 Penalty: 5278.747070
	Iteration 27Q: 3 clusters Score -4990634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4990642.500000 Penalty: 5278.747070
	Iteration 28Q: 3 clusters Score -4990642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4990652.500000 Penalty: 5278.747070
	Iteration 29Q: 3 clusters Score -4990652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4990664.000000 Penalty: 5278.747070
	Iteration 30Q: 3 clusters Score -4990664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4990660.000000 Penalty: 5278.747070
	Iteration 31Q: 3 clusters Score -4990660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4990670.500000 Penalty: 5278.747070
	Iteration 32Q: 3 clusters Score -4990670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4990675.500000 Penalty: 5278.747070
	Iteration 33Q: 3 clusters Score -4990676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4990680.000000 Penalty: 5278.747070
	Iteration 34Q: 3 clusters Score -4990680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4990680.000000 Penalty: 5278.747070
	Iteration 35F: 3 clusters Score -4990680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -556627.375000 Penalty: 2116.737061
	Iteration 0F: 2 clusters Score -556627.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -552123.312500 Penalty: 4233.474121
	Iteration 0F: 3 clusters Score -552123.3 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -553509.937500 Penalty: 4233.474121
	Iteration 1F: 3 clusters Score -553509.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -553961.562500 Penalty: 4233.474121
	Iteration 2F: 3 clusters Score -553961.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -554343.875000 Penalty: 4233.474121
	Iteration 3F: 3 clusters Score -554343.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -554630.875000 Penalty: 4233.474121
	Iteration 4F: 3 clusters Score -554630.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -554917.687500 Penalty: 4233.474121
	Iteration 5F: 3 clusters Score -554917.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -555190.500000 Penalty: 4233.474121
	Iteration 6F: 3 clusters Score -555190.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -555371.437500 Penalty: 4233.474121
	Iteration 7Q: 3 clusters Score -555371.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -555507.187500 Penalty: 4233.474121
	Iteration 8Q: 3 clusters Score -555507.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -555574.875000 Penalty: 4233.474121
	Iteration 9Q: 3 clusters Score -555574.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -555612.937500 Penalty: 4233.474121
	Iteration 10Q: 3 clusters Score -555612.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -555640.562500 Penalty: 4233.474121
	Iteration 11Q: 3 clusters Score -555640.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -555656.125000 Penalty: 4233.474121
	Iteration 12Q: 3 clusters Score -555656.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -555670.312500 Penalty: 4233.474121
	Iteration 13Q: 3 clusters Score -555670.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -555686.250000 Penalty: 4233.474121
	Iteration 14Q: 3 clusters Score -555686.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -555695.500000 Penalty: 4233.474121
	Iteration 15Q: 3 clusters Score -555695.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -555701.187500 Penalty: 4233.474121
	Iteration 16Q: 3 clusters Score -555701.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -555705.375000 Penalty: 4233.474121
	Iteration 17Q: 3 clusters Score -555705.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -555710.187500 Penalty: 4233.474121
	Iteration 18Q: 3 clusters Score -555710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -555713.562500 Penalty: 4233.474121
	Iteration 19Q: 3 clusters Score -555713.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -555714.875000 Penalty: 4233.474121
	Iteration 20F: 3 clusters Score -555714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -555715.375000 Penalty: 4233.474121
	Iteration 21Q: 3 clusters Score -555715.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -555718.625000 Penalty: 4233.474121
	Iteration 22Q: 3 clusters Score -555718.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -555721.937500 Penalty: 4233.474121
	Iteration 23Q: 3 clusters Score -555721.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -555720.312500 Penalty: 4233.474121
	Iteration 24Q: 3 clusters Score -555720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -555720.500000 Penalty: 4233.474121
	Iteration 25Q: 3 clusters Score -555720.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -555720.500000 Penalty: 4233.474121
	Iteration 26F: 3 clusters Score -555720.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Entering Unmasked Estep 
Score: -443611.687500 Penalty: 2061.470459
	Iteration 0F: 2 clusters Score -443611.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -439689.125000 Penalty: 4122.940918
	Iteration 0F: 3 clusters Score -439689.1 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -440674.875000 Penalty: 4122.940918
	Iteration 1F: 3 clusters Score -440674.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -440968.906250 Penalty: 4122.940918
	Iteration 2F: 3 clusters Score -440968.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -441251.218750 Penalty: 4122.940918
	Iteration 3F: 3 clusters Score -441251.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -441538.218750 Penalty: 4122.940918
	Iteration 4F: 3 clusters Score -441538.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -441810.156250 Penalty: 4122.940918
	Iteration 5F: 3 clusters Score -441810.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -442070.718750 Penalty: 4122.940918
	Iteration 6F: 3 clusters Score -442070.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -442265.062500 Penalty: 4122.940918
	Iteration 7Q: 3 clusters Score -442265.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -442419.843750 Penalty: 4122.940918
	Iteration 8Q: 3 clusters Score -442419.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -442508.031250 Penalty: 4122.940918
	Iteration 9Q: 3 clusters Score -442508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -442576.406250 Penalty: 4122.940918
	Iteration 10Q: 3 clusters Score -442576.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -442617.437500 Penalty: 4122.940918
	Iteration 11Q: 3 clusters Score -442617.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -442645.718750 Penalty: 4122.940918
	Iteration 12Q: 3 clusters Score -442645.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -442661.187500 Penalty: 4122.940918
	Iteration 13Q: 3 clusters Score -442661.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -442667.625000 Penalty: 4122.940918
	Iteration 14Q: 3 clusters Score -442667.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -442674.218750 Penalty: 4122.940918
	Iteration 15Q: 3 clusters Score -442674.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -442680.375000 Penalty: 4122.940918
	Iteration 16Q: 3 clusters Score -442680.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -442687.531250 Penalty: 4122.940918
	Iteration 17Q: 3 clusters Score -442687.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -442690.906250 Penalty: 4122.940918
	Iteration 18Q: 3 clusters Score -442690.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -442695.031250 Penalty: 4122.940918
	Iteration 19Q: 3 clusters Score -442695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -442698.562500 Penalty: 4122.940918
	Iteration 20F: 3 clusters Score -442698.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -442702.093750 Penalty: 4122.940918
	Iteration 21Q: 3 clusters Score -442702.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -442706.281250 Penalty: 4122.940918
	Iteration 22Q: 3 clusters Score -442706.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -442710.562500 Penalty: 4122.940918
	Iteration 23Q: 3 clusters Score -442710.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -442715.437500 Penalty: 4122.940918
	Iteration 24Q: 3 clusters Score -442715.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -442724.125000 Penalty: 4122.940918
	Iteration 25Q: 3 clusters Score -442724.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -442726.500000 Penalty: 4122.940918
	Iteration 26Q: 3 clusters Score -442726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -442727.937500 Penalty: 4122.940918
	Iteration 27Q: 3 clusters Score -442727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -442728.437500 Penalty: 4122.940918
	Iteration 28Q: 3 clusters Score -442728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -442728.437500 Penalty: 4122.940918
	Iteration 29F: 3 clusters Score -442728.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -737734.000000 Penalty: 2161.660156
	Iteration 0F: 2 clusters Score -737734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -732545.937500 Penalty: 4323.320312
	Iteration 0F: 3 clusters Score -732545.9 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -733853.187500 Penalty: 4323.320312
	Iteration 1F: 3 clusters Score -733853.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -734094.437500 Penalty: 4323.320312
	Iteration 2F: 3 clusters Score -734094.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -734279.625000 Penalty: 4323.320312
	Iteration 3F: 3 clusters Score -734279.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -734451.187500 Penalty: 4323.320312
	Iteration 4Q: 3 clusters Score -734451.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -734624.437500 Penalty: 4323.320312
	Iteration 5Q: 3 clusters Score -734624.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -734774.187500 Penalty: 4323.320312
	Iteration 6Q: 3 clusters Score -734774.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -734906.875000 Penalty: 4323.320312
	Iteration 7Q: 3 clusters Score -734906.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -735038.687500 Penalty: 4323.320312
	Iteration 8Q: 3 clusters Score -735038.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -735175.250000 Penalty: 4323.320312
	Iteration 9Q: 3 clusters Score -735175.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -735307.000000 Penalty: 4323.320312
	Iteration 10Q: 3 clusters Score -735307 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -735423.500000 Penalty: 4323.320312
	Iteration 11Q: 3 clusters Score -735423.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -735524.875000 Penalty: 4323.320312
	Iteration 12Q: 3 clusters Score -735524.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -735614.625000 Penalty: 4323.320312
	Iteration 13Q: 3 clusters Score -735614.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -735690.250000 Penalty: 4323.320312
	Iteration 14Q: 3 clusters Score -735690.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -735738.187500 Penalty: 4323.320312
	Iteration 15Q: 3 clusters Score -735738.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -735774.000000 Penalty: 4323.320312
	Iteration 16Q: 3 clusters Score -735774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -735812.750000 Penalty: 4323.320312
	Iteration 17Q: 3 clusters Score -735812.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -735840.937500 Penalty: 4323.320312
	Iteration 18Q: 3 clusters Score -735840.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -735869.312500 Penalty: 4323.320312
	Iteration 19Q: 3 clusters Score -735869.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -735883.250000 Penalty: 4323.320312
	Iteration 20F: 3 clusters Score -735883.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -735900.500000 Penalty: 4323.320312
	Iteration 21Q: 3 clusters Score -735900.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -735910.625000 Penalty: 4323.320312
	Iteration 22Q: 3 clusters Score -735910.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -735920.312500 Penalty: 4323.320312
	Iteration 23Q: 3 clusters Score -735920.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -735923.750000 Penalty: 4323.320312
	Iteration 24Q: 3 clusters Score -735923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -735929.562500 Penalty: 4323.320312
	Iteration 25Q: 3 clusters Score -735929.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -735937.125000 Penalty: 4323.320312
	Iteration 26Q: 3 clusters Score -735937.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -735940.562500 Penalty: 4323.320312
	Iteration 27Q: 3 clusters Score -735940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -735947.562500 Penalty: 4323.320312
	Iteration 28Q: 3 clusters Score -735947.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -735953.187500 Penalty: 4323.320312
	Iteration 29Q: 3 clusters Score -735953.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -735955.875000 Penalty: 4323.320312
	Iteration 30Q: 3 clusters Score -735955.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -735956.312500 Penalty: 4323.320312
	Iteration 31Q: 3 clusters Score -735956.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -735956.312500 Penalty: 4323.320312
	Iteration 32F: 3 clusters Score -735956.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (196529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196529 members 
Entering Unmasked Estep 
Score: -23423960.000000 Penalty: 3022.764160
	Iteration 0F: 2 clusters Score -2.342396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 98298 members 
Entering Unmasked Estep 
Score: -23307756.000000 Penalty: 6045.528320
	Iteration 0F: 3 clusters Score -2.330776e+07 nChanged 94569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98770 members 
Mstep: Class 2 contains 97759 members 
Entering Unmasked Estep 
Score: -23363316.000000 Penalty: 6045.528320
	Iteration 1F: 3 clusters Score -2.336332e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99170 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -23364386.000000 Penalty: 6045.528320
	Iteration 2Q: 3 clusters Score -2.336439e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 96586 members 
Entering Unmasked Estep 
Score: -23365630.000000 Penalty: 6045.528320
	Iteration 3Q: 3 clusters Score -2.336563e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101288 members 
Mstep: Class 2 contains 95241 members 
Entering Unmasked Estep 
Score: -23367206.000000 Penalty: 6045.528320
	Iteration 4Q: 3 clusters Score -2.336721e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103337 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -23369510.000000 Penalty: 6045.528320
	Iteration 5Q: 3 clusters Score -2.336951e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -23373204.000000 Penalty: 6045.528320
	Iteration 6Q: 3 clusters Score -2.33732e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110870 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -23378534.000000 Penalty: 6045.528320
	Iteration 7F: 3 clusters Score -2.337853e+07 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116980 members 
Mstep: Class 2 contains 79549 members 
Entering Unmasked Estep 
Score: -23386244.000000 Penalty: 6045.528320
	Iteration 8F: 3 clusters Score -2.338624e+07 nChanged 13105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124017 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -23396234.000000 Penalty: 6045.528320
	Iteration 9F: 3 clusters Score -2.339623e+07 nChanged 12716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130225 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -23406178.000000 Penalty: 6045.528320
	Iteration 10F: 3 clusters Score -2.340618e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134769 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -23413184.000000 Penalty: 6045.528320
	Iteration 11F: 3 clusters Score -2.341318e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137962 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -23416562.000000 Penalty: 6045.528320
	Iteration 12Q: 3 clusters Score -2.341656e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140693 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -23418118.000000 Penalty: 6045.528320
	Iteration 13Q: 3 clusters Score -2.341812e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143303 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -23419438.000000 Penalty: 6045.528320
	Iteration 14Q: 3 clusters Score -2.341944e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145941 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -23420436.000000 Penalty: 6045.528320
	Iteration 15Q: 3 clusters Score -2.342044e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148622 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -23421244.000000 Penalty: 6045.528320
	Iteration 16Q: 3 clusters Score -2.342124e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151399 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -23421758.000000 Penalty: 6045.528320
	Iteration 17Q: 3 clusters Score -2.342176e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154253 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -23422170.000000 Penalty: 6045.528320
	Iteration 18Q: 3 clusters Score -2.342217e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157101 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -23422366.000000 Penalty: 6045.528320
	Iteration 19Q: 3 clusters Score -2.342237e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159970 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -23422622.000000 Penalty: 6045.528320
	Iteration 20F: 3 clusters Score -2.342262e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162787 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -23423088.000000 Penalty: 6045.528320
	Iteration 21Q: 3 clusters Score -2.342309e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165663 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -23423264.000000 Penalty: 6045.528320
	Iteration 22Q: 3 clusters Score -2.342326e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168504 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -23423380.000000 Penalty: 6045.528320
	Iteration 23Q: 3 clusters Score -2.342338e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171271 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -23423630.000000 Penalty: 6045.528320
	Iteration 24Q: 3 clusters Score -2.342363e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173978 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -23423812.000000 Penalty: 6045.528320
	Iteration 25Q: 3 clusters Score -2.342381e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176498 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -23423954.000000 Penalty: 6045.528320
	Iteration 26Q: 3 clusters Score -2.342395e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178802 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -23423958.000000 Penalty: 6045.528320
	Iteration 27Q: 3 clusters Score -2.342396e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180893 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -23424120.000000 Penalty: 6045.528320
	Iteration 28Q: 3 clusters Score -2.342412e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182689 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -23424182.000000 Penalty: 6045.528320
	Iteration 29Q: 3 clusters Score -2.342418e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184198 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -23424300.000000 Penalty: 6045.528320
	Iteration 30Q: 3 clusters Score -2.34243e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185430 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -23424292.000000 Penalty: 6045.528320
	Iteration 31Q: 3 clusters Score -2.342429e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186496 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -23424286.000000 Penalty: 6045.528320
	Iteration 32Q: 3 clusters Score -2.342429e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187386 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -23424442.000000 Penalty: 6045.528320
	Iteration 33Q: 3 clusters Score -2.342444e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188141 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -23424438.000000 Penalty: 6045.528320
	Iteration 34Q: 3 clusters Score -2.342444e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188725 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -23424406.000000 Penalty: 6045.528320
	Iteration 35Q: 3 clusters Score -2.342441e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189193 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -23424418.000000 Penalty: 6045.528320
	Iteration 36Q: 3 clusters Score -2.342442e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189584 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -23424348.000000 Penalty: 6045.528320
	Iteration 37Q: 3 clusters Score -2.342435e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189925 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -23424338.000000 Penalty: 6045.528320
	Iteration 38Q: 3 clusters Score -2.342434e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190217 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -23424250.000000 Penalty: 6045.528320
	Iteration 39Q: 3 clusters Score -2.342425e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190463 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -23424222.000000 Penalty: 6045.528320
	Iteration 40F: 3 clusters Score -2.342422e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190688 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -23424150.000000 Penalty: 6045.528320
	Iteration 41Q: 3 clusters Score -2.342415e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190900 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -23424122.000000 Penalty: 6045.528320
	Iteration 42Q: 3 clusters Score -2.342412e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191053 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -23424116.000000 Penalty: 6045.528320
	Iteration 43Q: 3 clusters Score -2.342412e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191201 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -23424030.000000 Penalty: 6045.528320
	Iteration 44Q: 3 clusters Score -2.342403e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191341 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -23423990.000000 Penalty: 6045.528320
	Iteration 45Q: 3 clusters Score -2.342399e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191463 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -23424014.000000 Penalty: 6045.528320
	Iteration 46Q: 3 clusters Score -2.342401e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191568 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -23423950.000000 Penalty: 6045.528320
	Iteration 47Q: 3 clusters Score -2.342395e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191638 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -23423968.000000 Penalty: 6045.528320
	Iteration 48Q: 3 clusters Score -2.342397e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191713 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -23423950.000000 Penalty: 6045.528320
	Iteration 49Q: 3 clusters Score -2.342395e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191793 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -23423950.000000 Penalty: 6045.528320
	Iteration 50Q: 3 clusters Score -2.342395e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191874 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -23423906.000000 Penalty: 6045.528320
	Iteration 51Q: 3 clusters Score -2.342391e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191947 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -23423888.000000 Penalty: 6045.528320
	Iteration 52Q: 3 clusters Score -2.342389e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192007 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -23423894.000000 Penalty: 6045.528320
	Iteration 53Q: 3 clusters Score -2.342389e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192055 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -23423886.000000 Penalty: 6045.528320
	Iteration 54Q: 3 clusters Score -2.342389e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192099 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -23423856.000000 Penalty: 6045.528320
	Iteration 55Q: 3 clusters Score -2.342386e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192135 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -23423848.000000 Penalty: 6045.528320
	Iteration 56Q: 3 clusters Score -2.342385e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192173 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -23423840.000000 Penalty: 6045.528320
	Iteration 57Q: 3 clusters Score -2.342384e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192216 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -23423816.000000 Penalty: 6045.528320
	Iteration 58Q: 3 clusters Score -2.342382e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192250 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -23423820.000000 Penalty: 6045.528320
	Iteration 59Q: 3 clusters Score -2.342382e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192278 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -23423810.000000 Penalty: 6045.528320
	Iteration 60F: 3 clusters Score -2.342381e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192298 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -23423806.000000 Penalty: 6045.528320
	Iteration 61Q: 3 clusters Score -2.342381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192310 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -23423796.000000 Penalty: 6045.528320
	Iteration 62Q: 3 clusters Score -2.34238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192316 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -23423806.000000 Penalty: 6045.528320
	Iteration 63Q: 3 clusters Score -2.342381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192321 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -23423800.000000 Penalty: 6045.528320
	Iteration 64Q: 3 clusters Score -2.34238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192328 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -23423796.000000 Penalty: 6045.528320
	Iteration 65Q: 3 clusters Score -2.34238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192336 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -23423816.000000 Penalty: 6045.528320
	Iteration 66Q: 3 clusters Score -2.342382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192342 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -23423798.000000 Penalty: 6045.528320
	Iteration 67Q: 3 clusters Score -2.34238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192348 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -23423786.000000 Penalty: 6045.528320
	Iteration 68Q: 3 clusters Score -2.342379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192356 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -23423792.000000 Penalty: 6045.528320
	Iteration 69Q: 3 clusters Score -2.342379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192363 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -23423808.000000 Penalty: 6045.528320
	Iteration 70Q: 3 clusters Score -2.342381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192368 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -23423816.000000 Penalty: 6045.528320
	Iteration 71Q: 3 clusters Score -2.342382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192374 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -23423844.000000 Penalty: 6045.528320
	Iteration 72Q: 3 clusters Score -2.342384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192378 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -23423832.000000 Penalty: 6045.528320
	Iteration 73Q: 3 clusters Score -2.342383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192380 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -23423826.000000 Penalty: 6045.528320
	Iteration 74Q: 3 clusters Score -2.342383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192386 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -23423808.000000 Penalty: 6045.528320
	Iteration 75Q: 3 clusters Score -2.342381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192389 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -23423806.000000 Penalty: 6045.528320
	Iteration 76Q: 3 clusters Score -2.342381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192393 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -23423816.000000 Penalty: 6045.528320
	Iteration 77Q: 3 clusters Score -2.342382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192393 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -23423816.000000 Penalty: 6045.528320
	Iteration 78F: 3 clusters Score -2.342382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Entering Unmasked Estep 
Score: -796249.125000 Penalty: 2187.606689
	Iteration 0F: 2 clusters Score -796249.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -790601.250000 Penalty: 4375.213379
	Iteration 0F: 3 clusters Score -790601.2 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -791994.000000 Penalty: 4375.213379
	Iteration 1F: 3 clusters Score -791994 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -792211.187500 Penalty: 4375.213379
	Iteration 2F: 3 clusters Score -792211.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -792407.562500 Penalty: 4375.213379
	Iteration 3F: 3 clusters Score -792407.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -792567.687500 Penalty: 4375.213379
	Iteration 4Q: 3 clusters Score -792567.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -792721.812500 Penalty: 4375.213379
	Iteration 5Q: 3 clusters Score -792721.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -792893.125000 Penalty: 4375.213379
	Iteration 6Q: 3 clusters Score -792893.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -793077.500000 Penalty: 4375.213379
	Iteration 7Q: 3 clusters Score -793077.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -793271.750000 Penalty: 4375.213379
	Iteration 8Q: 3 clusters Score -793271.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -793467.125000 Penalty: 4375.213379
	Iteration 9Q: 3 clusters Score -793467.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -793671.125000 Penalty: 4375.213379
	Iteration 10Q: 3 clusters Score -793671.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -793849.812500 Penalty: 4375.213379
	Iteration 11Q: 3 clusters Score -793849.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -793996.875000 Penalty: 4375.213379
	Iteration 12Q: 3 clusters Score -793996.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -794096.687500 Penalty: 4375.213379
	Iteration 13Q: 3 clusters Score -794096.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -794180.375000 Penalty: 4375.213379
	Iteration 14Q: 3 clusters Score -794180.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -794238.937500 Penalty: 4375.213379
	Iteration 15Q: 3 clusters Score -794238.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -794277.250000 Penalty: 4375.213379
	Iteration 16Q: 3 clusters Score -794277.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -794306.562500 Penalty: 4375.213379
	Iteration 17Q: 3 clusters Score -794306.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -794334.500000 Penalty: 4375.213379
	Iteration 18Q: 3 clusters Score -794334.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -794359.875000 Penalty: 4375.213379
	Iteration 19Q: 3 clusters Score -794359.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -794374.937500 Penalty: 4375.213379
	Iteration 20F: 3 clusters Score -794374.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -794391.437500 Penalty: 4375.213379
	Iteration 21Q: 3 clusters Score -794391.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -794396.500000 Penalty: 4375.213379
	Iteration 22Q: 3 clusters Score -794396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -794400.437500 Penalty: 4375.213379
	Iteration 23Q: 3 clusters Score -794400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -794401.937500 Penalty: 4375.213379
	Iteration 24Q: 3 clusters Score -794401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -794407.437500 Penalty: 4375.213379
	Iteration 25Q: 3 clusters Score -794407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -794406.437500 Penalty: 4375.213379
	Iteration 26Q: 3 clusters Score -794406.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -794406.437500 Penalty: 4375.213379
	Iteration 27F: 3 clusters Score -794406.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Entering Unmasked Estep 
Score: -1147256.625000 Penalty: 2279.684814
	Iteration 0F: 2 clusters Score -1147257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1139697.125000 Penalty: 4559.369629
	Iteration 0F: 3 clusters Score -1139697 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1141937.375000 Penalty: 4559.369629
	Iteration 1F: 3 clusters Score -1141937 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1142235.250000 Penalty: 4559.369629
	Iteration 2F: 3 clusters Score -1142235 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1142426.000000 Penalty: 4559.369629
	Iteration 3Q: 3 clusters Score -1142426 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1142563.500000 Penalty: 4559.369629
	Iteration 4Q: 3 clusters Score -1142564 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1142673.250000 Penalty: 4559.369629
	Iteration 5Q: 3 clusters Score -1142673 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1142808.875000 Penalty: 4559.369629
	Iteration 6Q: 3 clusters Score -1142809 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1142966.750000 Penalty: 4559.369629
	Iteration 7Q: 3 clusters Score -1142967 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1143155.125000 Penalty: 4559.369629
	Iteration 8Q: 3 clusters Score -1143155 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1143390.625000 Penalty: 4559.369629
	Iteration 9Q: 3 clusters Score -1143391 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1143690.250000 Penalty: 4559.369629
	Iteration 10Q: 3 clusters Score -1143690 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1144062.625000 Penalty: 4559.369629
	Iteration 11Q: 3 clusters Score -1144063 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1144485 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1144884 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1145192 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1145406 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1145552 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1145648 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1145718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1145755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1145783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1145809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1145832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1145848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1145861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1145874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1145880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1145889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1145896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1145904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1145912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1145915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1145916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1145916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1145917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
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	Iteration 35F: 3 clusters Score -1145917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148457 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 11244 members 
Mstep: Class 4 contains 23639 members 
Mstep: Class 5 contains 17973 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 158779 members 
Mstep: Class 8 contains 4564 members 
Mstep: Class 9 contains 14318 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 108407 members 
Mstep: Class 13 contains 142163 members 
Mstep: Class 14 contains 8503 members 
Mstep: Class 15 contains 96471 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 52282 members 
Mstep: Class 20 contains 9015 members 
Mstep: Class 21 contains 11643 members 
Mstep: Class 22 contains 35551 members 
Mstep: Class 23 contains 41883 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 4074 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 196529 members 
Mstep: Class 28 contains 6775 members 
Mstep: Class 29 contains 9821 members 
Entering Unmasked Estep 
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Iteration 159Q: 33 clusters Score -1.560591e+08 nChanged 13295
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148839 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 25372 members 
Mstep: Class 5 contains 18086 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 159425 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 14478 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20741 members 
Mstep: Class 12 contains 110217 members 
Mstep: Class 13 contains 142404 members 
Mstep: Class 14 contains 8503 members 
Mstep: Class 15 contains 96649 members 
Mstep: Class 16 contains 2899 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 14335 members 
Mstep: Class 19 contains 52485 members 
Mstep: Class 20 contains 9067 members 
Mstep: Class 21 contains 11609 members 
Mstep: Class 22 contains 35726 members 
Mstep: Class 23 contains 41853 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 4110 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 197201 members 
Mstep: Class 28 contains 6773 members 
Mstep: Class 29 contains 9820 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 156463 members 
Mstep: Class 32 contains 11294 members 
Entering Unmasked Estep 
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Iteration 160F: 33 clusters Score -1.560636e+08 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148743 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 11293 members 
Mstep: Class 4 contains 26489 members 
Mstep: Class 5 contains 17982 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 159025 members 
Mstep: Class 8 contains 4525 members 
Mstep: Class 9 contains 14528 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 109455 members 
Mstep: Class 13 contains 142104 members 
Mstep: Class 14 contains 8493 members 
Mstep: Class 15 contains 96533 members 
Mstep: Class 16 contains 2865 members 
Mstep: Class 17 contains 6097 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 52336 members 
Mstep: Class 20 contains 8925 members 
Mstep: Class 21 contains 11581 members 
Mstep: Class 22 contains 35369 members 
Mstep: Class 23 contains 41568 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 4017 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 196939 members 
Mstep: Class 28 contains 6771 members 
Mstep: Class 29 contains 9820 members 
Mstep: Class 30 contains 4913 members 
Mstep: Class 31 contains 157722 members 
Mstep: Class 32 contains 11898 members 
Entering Unmasked Estep 
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Iteration 161Q: 33 clusters Score -1.560655e+08 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148708 members 
Mstep: Class 2 contains 4506 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 27514 members 
Mstep: Class 5 contains 17933 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 158585 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 14582 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 109087 members 
Mstep: Class 13 contains 141769 members 
Mstep: Class 14 contains 8480 members 
Mstep: Class 15 contains 96441 members 
Mstep: Class 16 contains 2868 members 
Mstep: Class 17 contains 6092 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 52233 members 
Mstep: Class 20 contains 8834 members 
Mstep: Class 21 contains 11567 members 
Mstep: Class 22 contains 35114 members 
Mstep: Class 23 contains 41395 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 3984 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196646 members 
Mstep: Class 28 contains 6771 members 
Mstep: Class 29 contains 9820 members 
Mstep: Class 30 contains 4936 members 
Mstep: Class 31 contains 158467 members 
Mstep: Class 32 contains 12328 members 
Entering Unmasked Estep 
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Iteration 162Q: 33 clusters Score -1.560664e+08 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148691 members 
Mstep: Class 2 contains 4529 members 
Mstep: Class 3 contains 11363 members 
Mstep: Class 4 contains 28470 members 
Mstep: Class 5 contains 17905 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 158161 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 14613 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 20749 members 
Mstep: Class 12 contains 108843 members 
Mstep: Class 13 contains 141475 members 
Mstep: Class 14 contains 8472 members 
Mstep: Class 15 contains 96389 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 17 contains 6094 members 
Mstep: Class 18 contains 14264 members 
Mstep: Class 19 contains 52139 members 
Mstep: Class 20 contains 8780 members 
Mstep: Class 21 contains 11551 members 
Mstep: Class 22 contains 34945 members 
Mstep: Class 23 contains 41240 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 196346 members 
Mstep: Class 28 contains 6772 members 
Mstep: Class 29 contains 9820 members 
Mstep: Class 30 contains 4946 members 
Mstep: Class 31 contains 158996 members 
Mstep: Class 32 contains 12659 members 
Entering Unmasked Estep 
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Iteration 163Q: 33 clusters Score -1.560671e+08 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148661 members 
Mstep: Class 2 contains 4539 members 
Mstep: Class 3 contains 11406 members 
Mstep: Class 4 contains 29346 members 
Mstep: Class 5 contains 17882 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 157863 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 108680 members 
Mstep: Class 13 contains 141161 members 
Mstep: Class 14 contains 8459 members 
Mstep: Class 15 contains 96345 members 
Mstep: Class 16 contains 2878 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 14236 members 
Mstep: Class 19 contains 52054 members 
Mstep: Class 20 contains 8738 members 
Mstep: Class 21 contains 11551 members 
Mstep: Class 22 contains 34797 members 
Mstep: Class 23 contains 41130 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 6106 members 
Mstep: Class 27 contains 196057 members 
Mstep: Class 28 contains 6771 members 
Mstep: Class 29 contains 9822 members 
Mstep: Class 30 contains 4947 members 
Mstep: Class 31 contains 159398 members 
Mstep: Class 32 contains 12950 members 
Entering Unmasked Estep 
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Iteration 164Q: 33 clusters Score -1.56068e+08 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148602 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 11453 members 
Mstep: Class 4 contains 30205 members 
Mstep: Class 5 contains 17873 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 157575 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20744 members 
Mstep: Class 12 contains 108535 members 
Mstep: Class 13 contains 140790 members 
Mstep: Class 14 contains 8439 members 
Mstep: Class 15 contains 96301 members 
Mstep: Class 16 contains 2876 members 
Mstep: Class 17 contains 6101 members 
Mstep: Class 18 contains 14213 members 
Mstep: Class 19 contains 51988 members 
Mstep: Class 20 contains 8691 members 
Mstep: Class 21 contains 11559 members 
Mstep: Class 22 contains 34674 members 
Mstep: Class 23 contains 41047 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3910 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 195803 members 
Mstep: Class 28 contains 6770 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4943 members 
Mstep: Class 31 contains 159800 members 
Mstep: Class 32 contains 13194 members 
Entering Unmasked Estep 
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Iteration 165Q: 33 clusters Score -1.560687e+08 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148559 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 11505 members 
Mstep: Class 4 contains 31025 members 
Mstep: Class 5 contains 17871 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 157335 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 14635 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20738 members 
Mstep: Class 12 contains 108473 members 
Mstep: Class 13 contains 140433 members 
Mstep: Class 14 contains 8425 members 
Mstep: Class 15 contains 96275 members 
Mstep: Class 16 contains 2878 members 
Mstep: Class 17 contains 6107 members 
Mstep: Class 18 contains 14183 members 
Mstep: Class 19 contains 51944 members 
Mstep: Class 20 contains 8658 members 
Mstep: Class 21 contains 11550 members 
Mstep: Class 22 contains 34579 members 
Mstep: Class 23 contains 40951 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3905 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 195559 members 
Mstep: Class 28 contains 6774 members 
Mstep: Class 29 contains 9826 members 
Mstep: Class 30 contains 4944 members 
Mstep: Class 31 contains 160014 members 
Mstep: Class 32 contains 13406 members 
Entering Unmasked Estep 
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Iteration 166Q: 33 clusters Score -1.560692e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148529 members 
Mstep: Class 2 contains 4544 members 
Mstep: Class 3 contains 11541 members 
Mstep: Class 4 contains 31745 members 
Mstep: Class 5 contains 17860 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 157134 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 9 contains 14651 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20731 members 
Mstep: Class 12 contains 108452 members 
Mstep: Class 13 contains 140075 members 
Mstep: Class 14 contains 8406 members 
Mstep: Class 15 contains 96273 members 
Mstep: Class 16 contains 2883 members 
Mstep: Class 17 contains 6107 members 
Mstep: Class 18 contains 14170 members 
Mstep: Class 19 contains 51886 members 
Mstep: Class 20 contains 8617 members 
Mstep: Class 21 contains 11544 members 
Mstep: Class 22 contains 34478 members 
Mstep: Class 23 contains 40883 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 6098 members 
Mstep: Class 27 contains 195381 members 
Mstep: Class 28 contains 6774 members 
Mstep: Class 29 contains 9826 members 
Mstep: Class 30 contains 4949 members 
Mstep: Class 31 contains 160184 members 
Mstep: Class 32 contains 13582 members 
Entering Unmasked Estep 
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Iteration 167Q: 33 clusters Score -1.560696e+08 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148534 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 11574 members 
Mstep: Class 4 contains 32464 members 
Mstep: Class 5 contains 17852 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 156934 members 
Mstep: Class 8 contains 4417 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20729 members 
Mstep: Class 12 contains 108480 members 
Mstep: Class 13 contains 139716 members 
Mstep: Class 14 contains 8395 members 
Mstep: Class 15 contains 96252 members 
Mstep: Class 16 contains 2886 members 
Mstep: Class 17 contains 6110 members 
Mstep: Class 18 contains 14154 members 
Mstep: Class 19 contains 51841 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 11543 members 
Mstep: Class 22 contains 34390 members 
Mstep: Class 23 contains 40810 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 3893 members 
Mstep: Class 26 contains 6096 members 
Mstep: Class 27 contains 195253 members 
Mstep: Class 28 contains 6773 members 
Mstep: Class 29 contains 9826 members 
Mstep: Class 30 contains 4952 members 
Mstep: Class 31 contains 160233 members 
Mstep: Class 32 contains 13734 members 
Entering Unmasked Estep 
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Iteration 168Q: 33 clusters Score -1.5607e+08 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148546 members 
Mstep: Class 2 contains 4544 members 
Mstep: Class 3 contains 11624 members 
Mstep: Class 4 contains 33140 members 
Mstep: Class 5 contains 17841 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 156783 members 
Mstep: Class 8 contains 4407 members 
Mstep: Class 9 contains 14666 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20728 members 
Mstep: Class 12 contains 108538 members 
Mstep: Class 13 contains 139337 members 
Mstep: Class 14 contains 8386 members 
Mstep: Class 15 contains 96236 members 
Mstep: Class 16 contains 2895 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 18 contains 14127 members 
Mstep: Class 19 contains 51810 members 
Mstep: Class 20 contains 8551 members 
Mstep: Class 21 contains 11537 members 
Mstep: Class 22 contains 34333 members 
Mstep: Class 23 contains 40723 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 6095 members 
Mstep: Class 27 contains 195145 members 
Mstep: Class 28 contains 6775 members 
Mstep: Class 29 contains 9827 members 
Mstep: Class 30 contains 4951 members 
Mstep: Class 31 contains 160185 members 
Mstep: Class 32 contains 13894 members 
Entering Unmasked Estep 
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Iteration 169Q: 33 clusters Score -1.560701e+08 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148577 members 
Mstep: Class 2 contains 4544 members 
Mstep: Class 3 contains 11665 members 
Mstep: Class 4 contains 33791 members 
Mstep: Class 5 contains 17841 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 156663 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20728 members 
Mstep: Class 12 contains 108582 members 
Mstep: Class 13 contains 138971 members 
Mstep: Class 14 contains 8375 members 
Mstep: Class 15 contains 96219 members 
Mstep: Class 16 contains 2902 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 14096 members 
Mstep: Class 19 contains 51781 members 
Mstep: Class 20 contains 8517 members 
Mstep: Class 21 contains 11533 members 
Mstep: Class 22 contains 34261 members 
Mstep: Class 23 contains 40660 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 3893 members 
Mstep: Class 26 contains 6095 members 
Mstep: Class 27 contains 195060 members 
Mstep: Class 28 contains 6776 members 
Mstep: Class 29 contains 9828 members 
Mstep: Class 30 contains 4953 members 
Mstep: Class 31 contains 160100 members 
Mstep: Class 32 contains 14031 members 
Entering Unmasked Estep 
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Iteration 170Q: 33 clusters Score -1.560703e+08 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148609 members 
Mstep: Class 2 contains 4547 members 
Mstep: Class 3 contains 11722 members 
Mstep: Class 4 contains 34410 members 
Mstep: Class 5 contains 17842 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 156513 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 14686 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20732 members 
Mstep: Class 12 contains 108623 members 
Mstep: Class 13 contains 138634 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 96201 members 
Mstep: Class 16 contains 2904 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 14080 members 
Mstep: Class 19 contains 51755 members 
Mstep: Class 20 contains 8493 members 
Mstep: Class 21 contains 11533 members 
Mstep: Class 22 contains 34217 members 
Mstep: Class 23 contains 40605 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 6094 members 
Mstep: Class 27 contains 194969 members 
Mstep: Class 28 contains 6775 members 
Mstep: Class 29 contains 9827 members 
Mstep: Class 30 contains 4960 members 
Mstep: Class 31 contains 159980 members 
Mstep: Class 32 contains 14150 members 
Entering Unmasked Estep 
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Iteration 171Q: 33 clusters Score -1.560708e+08 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148641 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 11776 members 
Mstep: Class 4 contains 34965 members 
Mstep: Class 5 contains 17836 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 156391 members 
Mstep: Class 8 contains 4388 members 
Mstep: Class 9 contains 14690 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20739 members 
Mstep: Class 12 contains 108683 members 
Mstep: Class 13 contains 138304 members 
Mstep: Class 14 contains 8354 members 
Mstep: Class 15 contains 96186 members 
Mstep: Class 16 contains 2911 members 
Mstep: Class 17 contains 6112 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 51726 members 
Mstep: Class 20 contains 8467 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 34166 members 
Mstep: Class 23 contains 40572 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3893 members 
Mstep: Class 26 contains 6094 members 
Mstep: Class 27 contains 194913 members 
Mstep: Class 28 contains 6774 members 
Mstep: Class 29 contains 9828 members 
Mstep: Class 30 contains 4961 members 
Mstep: Class 31 contains 159846 members 
Mstep: Class 32 contains 14262 members 
Entering Unmasked Estep 
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Iteration 172Q: 33 clusters Score -1.560714e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148687 members 
Mstep: Class 2 contains 4555 members 
Mstep: Class 3 contains 11824 members 
Mstep: Class 4 contains 35443 members 
Mstep: Class 5 contains 17835 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 156262 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 14699 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20743 members 
Mstep: Class 12 contains 108776 members 
Mstep: Class 13 contains 137957 members 
Mstep: Class 14 contains 8350 members 
Mstep: Class 15 contains 96171 members 
Mstep: Class 16 contains 2918 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 51706 members 
Mstep: Class 20 contains 8445 members 
Mstep: Class 21 contains 11525 members 
Mstep: Class 22 contains 34138 members 
Mstep: Class 23 contains 40557 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 6094 members 
Mstep: Class 27 contains 194861 members 
Mstep: Class 28 contains 6774 members 
Mstep: Class 29 contains 9831 members 
Mstep: Class 30 contains 4969 members 
Mstep: Class 31 contains 159716 members 
Mstep: Class 32 contains 14353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156071584.000000 Penalty: 111997.578125
Iteration 173Q: 33 clusters Score -1.560716e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148733 members 
Mstep: Class 2 contains 4560 members 
Mstep: Class 3 contains 11864 members 
Mstep: Class 4 contains 35888 members 
Mstep: Class 5 contains 17831 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 156163 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 14714 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20747 members 
Mstep: Class 12 contains 108841 members 
Mstep: Class 13 contains 137636 members 
Mstep: Class 14 contains 8349 members 
Mstep: Class 15 contains 96154 members 
Mstep: Class 16 contains 2926 members 
Mstep: Class 17 contains 6112 members 
Mstep: Class 18 contains 14041 members 
Mstep: Class 19 contains 51696 members 
Mstep: Class 20 contains 8427 members 
Mstep: Class 21 contains 11517 members 
Mstep: Class 22 contains 34110 members 
Mstep: Class 23 contains 40528 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3897 members 
Mstep: Class 26 contains 6090 members 
Mstep: Class 27 contains 194849 members 
Mstep: Class 28 contains 6774 members 
Mstep: Class 29 contains 9832 members 
Mstep: Class 30 contains 4966 members 
Mstep: Class 31 contains 159577 members 
Mstep: Class 32 contains 14428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156071872.000000 Penalty: 111997.578125
Iteration 174Q: 33 clusters Score -1.560719e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148754 members 
Mstep: Class 2 contains 4568 members 
Mstep: Class 3 contains 11897 members 
Mstep: Class 4 contains 36259 members 
Mstep: Class 5 contains 17825 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 156088 members 
Mstep: Class 8 contains 4375 members 
Mstep: Class 9 contains 14728 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20744 members 
Mstep: Class 12 contains 108929 members 
Mstep: Class 13 contains 137382 members 
Mstep: Class 14 contains 8348 members 
Mstep: Class 15 contains 96142 members 
Mstep: Class 16 contains 2929 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 14034 members 
Mstep: Class 19 contains 51683 members 
Mstep: Class 20 contains 8405 members 
Mstep: Class 21 contains 11519 members 
Mstep: Class 22 contains 34067 members 
Mstep: Class 23 contains 40515 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 6087 members 
Mstep: Class 27 contains 194829 members 
Mstep: Class 28 contains 6770 members 
Mstep: Class 29 contains 9833 members 
Mstep: Class 30 contains 4965 members 
Mstep: Class 31 contains 159428 members 
Mstep: Class 32 contains 14513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156071968.000000 Penalty: 111997.578125
Iteration 175Q: 33 clusters Score -1.56072e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148748 members 
Mstep: Class 2 contains 4571 members 
Mstep: Class 3 contains 11939 members 
Mstep: Class 4 contains 36555 members 
Mstep: Class 5 contains 17816 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 156006 members 
Mstep: Class 8 contains 4371 members 
Mstep: Class 9 contains 14743 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20743 members 
Mstep: Class 12 contains 109013 members 
Mstep: Class 13 contains 137161 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 96135 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 6110 members 
Mstep: Class 18 contains 14020 members 
Mstep: Class 19 contains 51663 members 
Mstep: Class 20 contains 8393 members 
Mstep: Class 21 contains 11517 members 
Mstep: Class 22 contains 34040 members 
Mstep: Class 23 contains 40498 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 194780 members 
Mstep: Class 28 contains 6772 members 
Mstep: Class 29 contains 9835 members 
Mstep: Class 30 contains 4966 members 
Mstep: Class 31 contains 159380 members 
Mstep: Class 32 contains 14586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156072096.000000 Penalty: 111997.578125
Iteration 176Q: 33 clusters Score -1.560721e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148726 members 
Mstep: Class 2 contains 4578 members 
Mstep: Class 3 contains 11992 members 
Mstep: Class 4 contains 36851 members 
Mstep: Class 5 contains 17804 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155951 members 
Mstep: Class 8 contains 4367 members 
Mstep: Class 9 contains 14747 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 109097 members 
Mstep: Class 13 contains 136971 members 
Mstep: Class 14 contains 8342 members 
Mstep: Class 15 contains 96131 members 
Mstep: Class 16 contains 2942 members 
Mstep: Class 17 contains 6104 members 
Mstep: Class 18 contains 14004 members 
Mstep: Class 19 contains 51642 members 
Mstep: Class 20 contains 8380 members 
Mstep: Class 21 contains 11517 members 
Mstep: Class 22 contains 34031 members 
Mstep: Class 23 contains 40487 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 194719 members 
Mstep: Class 28 contains 6772 members 
Mstep: Class 29 contains 9837 members 
Mstep: Class 30 contains 4967 members 
Mstep: Class 31 contains 159297 members 
Mstep: Class 32 contains 14648 members 
Entering Unmasked Estep 
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Iteration 177Q: 33 clusters Score -1.560722e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148700 members 
Mstep: Class 2 contains 4582 members 
Mstep: Class 3 contains 12045 members 
Mstep: Class 4 contains 37083 members 
Mstep: Class 5 contains 17807 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155883 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 14758 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 109155 members 
Mstep: Class 13 contains 136815 members 
Mstep: Class 14 contains 8340 members 
Mstep: Class 15 contains 96131 members 
Mstep: Class 16 contains 2950 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 13986 members 
Mstep: Class 19 contains 51631 members 
Mstep: Class 20 contains 8369 members 
Mstep: Class 21 contains 11515 members 
Mstep: Class 22 contains 34025 members 
Mstep: Class 23 contains 40475 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 3891 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 194676 members 
Mstep: Class 28 contains 6772 members 
Mstep: Class 29 contains 9839 members 
Mstep: Class 30 contains 4965 members 
Mstep: Class 31 contains 159242 members 
Mstep: Class 32 contains 14698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156072416.000000 Penalty: 111997.578125
Iteration 178Q: 33 clusters Score -1.560724e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148704 members 
Mstep: Class 2 contains 4588 members 
Mstep: Class 3 contains 12104 members 
Mstep: Class 4 contains 37300 members 
Mstep: Class 5 contains 17810 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155842 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 14765 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20755 members 
Mstep: Class 12 contains 109169 members 
Mstep: Class 13 contains 136649 members 
Mstep: Class 14 contains 8337 members 
Mstep: Class 15 contains 96132 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 18 contains 13966 members 
Mstep: Class 19 contains 51624 members 
Mstep: Class 20 contains 8358 members 
Mstep: Class 21 contains 11514 members 
Mstep: Class 22 contains 34008 members 
Mstep: Class 23 contains 40461 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 3888 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 194618 members 
Mstep: Class 28 contains 6774 members 
Mstep: Class 29 contains 9841 members 
Mstep: Class 30 contains 4957 members 
Mstep: Class 31 contains 159193 members 
Mstep: Class 32 contains 14770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156072672.000000 Penalty: 111997.578125
Iteration 179Q: 33 clusters Score -1.560727e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148721 members 
Mstep: Class 2 contains 4593 members 
Mstep: Class 3 contains 12163 members 
Mstep: Class 4 contains 37470 members 
Mstep: Class 5 contains 17813 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155804 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 14775 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 109210 members 
Mstep: Class 13 contains 136478 members 
Mstep: Class 14 contains 8336 members 
Mstep: Class 15 contains 96126 members 
Mstep: Class 16 contains 2956 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 18 contains 13945 members 
Mstep: Class 19 contains 51621 members 
Mstep: Class 20 contains 8347 members 
Mstep: Class 21 contains 11518 members 
Mstep: Class 22 contains 34000 members 
Mstep: Class 23 contains 40437 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 3890 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 194596 members 
Mstep: Class 28 contains 6771 members 
Mstep: Class 29 contains 9842 members 
Mstep: Class 30 contains 4956 members 
Mstep: Class 31 contains 159121 members 
Mstep: Class 32 contains 14836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156072336.000000 Penalty: 111997.578125
Iteration 180F: 33 clusters Score -1.560723e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 4600 members 
Mstep: Class 3 contains 12228 members 
Mstep: Class 4 contains 37625 members 
Mstep: Class 5 contains 17815 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155754 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 14786 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 109276 members 
Mstep: Class 13 contains 136309 members 
Mstep: Class 14 contains 8334 members 
Mstep: Class 15 contains 96123 members 
Mstep: Class 16 contains 2960 members 
Mstep: Class 17 contains 6112 members 
Mstep: Class 18 contains 13923 members 
Mstep: Class 19 contains 51615 members 
Mstep: Class 20 contains 8337 members 
Mstep: Class 21 contains 11515 members 
Mstep: Class 22 contains 33985 members 
Mstep: Class 23 contains 40416 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 194565 members 
Mstep: Class 28 contains 6773 members 
Mstep: Class 29 contains 9844 members 
Mstep: Class 30 contains 4957 members 
Mstep: Class 31 contains 159067 members 
Mstep: Class 32 contains 14897 members 
Entering Unmasked Estep 
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Score: -156072448.000000 Penalty: 111997.578125
Iteration 181Q: 33 clusters Score -1.560724e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148723 members 
Mstep: Class 2 contains 4600 members 
Mstep: Class 3 contains 12312 members 
Mstep: Class 4 contains 37768 members 
Mstep: Class 5 contains 17815 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155718 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 14805 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20753 members 
Mstep: Class 12 contains 109334 members 
Mstep: Class 13 contains 136165 members 
Mstep: Class 14 contains 8330 members 
Mstep: Class 15 contains 96116 members 
Mstep: Class 16 contains 2965 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 13898 members 
Mstep: Class 19 contains 51611 members 
Mstep: Class 20 contains 8321 members 
Mstep: Class 21 contains 11510 members 
Mstep: Class 22 contains 33976 members 
Mstep: Class 23 contains 40406 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 3893 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 194533 members 
Mstep: Class 28 contains 6777 members 
Mstep: Class 29 contains 9841 members 
Mstep: Class 30 contains 4955 members 
Mstep: Class 31 contains 158994 members 
Mstep: Class 32 contains 14954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156072416.000000 Penalty: 111997.578125
Iteration 182Q: 33 clusters Score -1.560724e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148715 members 
Mstep: Class 2 contains 4600 members 
Mstep: Class 3 contains 12401 members 
Mstep: Class 4 contains 37911 members 
Mstep: Class 5 contains 17820 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155676 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 14818 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20753 members 
Mstep: Class 12 contains 109399 members 
Mstep: Class 13 contains 136035 members 
Mstep: Class 14 contains 8328 members 
Mstep: Class 15 contains 96110 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 17 contains 6116 members 
Mstep: Class 18 contains 13873 members 
Mstep: Class 19 contains 51606 members 
Mstep: Class 20 contains 8305 members 
Mstep: Class 21 contains 11508 members 
Mstep: Class 22 contains 33971 members 
Mstep: Class 23 contains 40399 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 6084 members 
Mstep: Class 27 contains 194506 members 
Mstep: Class 28 contains 6778 members 
Mstep: Class 29 contains 9841 members 
Mstep: Class 30 contains 4953 members 
Mstep: Class 31 contains 158892 members 
Mstep: Class 32 contains 15008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156072448.000000 Penalty: 111997.578125
Iteration 183Q: 33 clusters Score -1.560724e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148721 members 
Mstep: Class 2 contains 4602 members 
Mstep: Class 3 contains 12501 members 
Mstep: Class 4 contains 38045 members 
Mstep: Class 5 contains 17824 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155640 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 14836 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20751 members 
Mstep: Class 12 contains 109484 members 
Mstep: Class 13 contains 135895 members 
Mstep: Class 14 contains 8324 members 
Mstep: Class 15 contains 96108 members 
Mstep: Class 16 contains 2975 members 
Mstep: Class 17 contains 6114 members 
Mstep: Class 18 contains 13842 members 
Mstep: Class 19 contains 51603 members 
Mstep: Class 20 contains 8288 members 
Mstep: Class 21 contains 11495 members 
Mstep: Class 22 contains 33968 members 
Mstep: Class 23 contains 40382 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 6083 members 
Mstep: Class 27 contains 194481 members 
Mstep: Class 28 contains 6780 members 
Mstep: Class 29 contains 9843 members 
Mstep: Class 30 contains 4950 members 
Mstep: Class 31 contains 158785 members 
Mstep: Class 32 contains 15057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156072448.000000 Penalty: 111997.578125
Iteration 184Q: 33 clusters Score -1.560724e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148741 members 
Mstep: Class 2 contains 4602 members 
Mstep: Class 3 contains 12599 members 
Mstep: Class 4 contains 38157 members 
Mstep: Class 5 contains 17822 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 155610 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 14849 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20752 members 
Mstep: Class 12 contains 109585 members 
Mstep: Class 13 contains 135761 members 
Mstep: Class 14 contains 8322 members 
Mstep: Class 15 contains 96108 members 
Mstep: Class 16 contains 2978 members 
Mstep: Class 17 contains 6110 members 
Mstep: Class 18 contains 13817 members 
Mstep: Class 19 contains 51592 members 
Mstep: Class 20 contains 8271 members 
Mstep: Class 21 contains 11488 members 
Mstep: Class 22 contains 33955 members 
Mstep: Class 23 contains 40380 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 6082 members 
Mstep: Class 27 contains 194455 members 
Mstep: Class 28 contains 6787 members 
Mstep: Class 29 contains 9844 members 
Mstep: Class 30 contains 4948 members 
Mstep: Class 31 contains 158668 members 
Mstep: Class 32 contains 15098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156072400.000000 Penalty: 111997.578125
Iteration 185Q: 33 clusters Score -1.560724e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148757 members 
Mstep: Class 2 contains 4602 members 
Mstep: Class 3 contains 12705 members 
Mstep: Class 4 contains 38241 members 
Mstep: Class 5 contains 17820 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 155580 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 14869 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20752 members 
Mstep: Class 12 contains 109695 members 
Mstep: Class 13 contains 135628 members 
Mstep: Class 14 contains 8319 members 
Mstep: Class 15 contains 96107 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 6104 members 
Mstep: Class 18 contains 13793 members 
Mstep: Class 19 contains 51583 members 
Mstep: Class 20 contains 8258 members 
Mstep: Class 21 contains 11488 members 
Mstep: Class 22 contains 33944 members 
Mstep: Class 23 contains 40375 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3895 members 
Mstep: Class 26 contains 6081 members 
Mstep: Class 27 contains 194396 members 
Mstep: Class 28 contains 6787 members 
Mstep: Class 29 contains 9845 members 
Mstep: Class 30 contains 4949 members 
Mstep: Class 31 contains 158588 members 
Mstep: Class 32 contains 15129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156072304.000000 Penalty: 111997.578125
Iteration 186Q: 33 clusters Score -1.560723e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148780 members 
Mstep: Class 2 contains 4607 members 
Mstep: Class 3 contains 12835 members 
Mstep: Class 4 contains 38323 members 
Mstep: Class 5 contains 17813 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 155544 members 
Mstep: Class 8 contains 4355 members 
Mstep: Class 9 contains 14888 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20755 members 
Mstep: Class 12 contains 109765 members 
Mstep: Class 13 contains 135498 members 
Mstep: Class 14 contains 8319 members 
Mstep: Class 15 contains 96106 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 13752 members 
Mstep: Class 19 contains 51576 members 
Mstep: Class 20 contains 8243 members 
Mstep: Class 21 contains 11492 members 
Mstep: Class 22 contains 33939 members 
Mstep: Class 23 contains 40379 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3895 members 
Mstep: Class 26 contains 6080 members 
Mstep: Class 27 contains 194328 members 
Mstep: Class 28 contains 6785 members 
Mstep: Class 29 contains 9846 members 
Mstep: Class 30 contains 4945 members 
Mstep: Class 31 contains 158519 members 
Mstep: Class 32 contains 15168 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 187Q: 33 clusters Score -1.560725e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148794 members 
Mstep: Class 2 contains 4608 members 
Mstep: Class 3 contains 12955 members 
Mstep: Class 4 contains 38408 members 
Mstep: Class 5 contains 17812 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 155516 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 14903 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20758 members 
Mstep: Class 12 contains 109842 members 
Mstep: Class 13 contains 135392 members 
Mstep: Class 14 contains 8316 members 
Mstep: Class 15 contains 96105 members 
Mstep: Class 16 contains 2994 members 
Mstep: Class 17 contains 6104 members 
Mstep: Class 18 contains 13723 members 
Mstep: Class 19 contains 51568 members 
Mstep: Class 20 contains 8233 members 
Mstep: Class 21 contains 11491 members 
Mstep: Class 22 contains 33932 members 
Mstep: Class 23 contains 40379 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3891 members 
Mstep: Class 26 contains 6080 members 
Mstep: Class 27 contains 194269 members 
Mstep: Class 28 contains 6785 members 
Mstep: Class 29 contains 9848 members 
Mstep: Class 30 contains 4941 members 
Mstep: Class 31 contains 158431 members 
Mstep: Class 32 contains 15199 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 188Q: 33 clusters Score -1.560727e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148815 members 
Mstep: Class 2 contains 4611 members 
Mstep: Class 3 contains 13088 members 
Mstep: Class 4 contains 38479 members 
Mstep: Class 5 contains 17806 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 155488 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 14920 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20758 members 
Mstep: Class 12 contains 109935 members 
Mstep: Class 13 contains 135275 members 
Mstep: Class 14 contains 8315 members 
Mstep: Class 15 contains 96100 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 13686 members 
Mstep: Class 19 contains 51560 members 
Mstep: Class 20 contains 8218 members 
Mstep: Class 21 contains 11491 members 
Mstep: Class 22 contains 33920 members 
Mstep: Class 23 contains 40377 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 6079 members 
Mstep: Class 27 contains 194204 members 
Mstep: Class 28 contains 6788 members 
Mstep: Class 29 contains 9847 members 
Mstep: Class 30 contains 4943 members 
Mstep: Class 31 contains 158357 members 
Mstep: Class 32 contains 15226 members 
Entering Unmasked Estep 
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Iteration 189Q: 33 clusters Score -1.560729e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148839 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13233 members 
Mstep: Class 4 contains 38544 members 
Mstep: Class 5 contains 17801 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 155457 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 14938 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20760 members 
Mstep: Class 12 contains 109997 members 
Mstep: Class 13 contains 135167 members 
Mstep: Class 14 contains 8314 members 
Mstep: Class 15 contains 96104 members 
Mstep: Class 16 contains 3003 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 13639 members 
Mstep: Class 19 contains 51555 members 
Mstep: Class 20 contains 8204 members 
Mstep: Class 21 contains 11487 members 
Mstep: Class 22 contains 33909 members 
Mstep: Class 23 contains 40370 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 6082 members 
Mstep: Class 27 contains 194125 members 
Mstep: Class 28 contains 6794 members 
Mstep: Class 29 contains 9849 members 
Mstep: Class 30 contains 4936 members 
Mstep: Class 31 contains 158304 members 
Mstep: Class 32 contains 15260 members 
Entering Unmasked Estep 
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Iteration 190Q: 33 clusters Score -1.560732e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148844 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13389 members 
Mstep: Class 4 contains 38612 members 
Mstep: Class 5 contains 17807 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 155429 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 14964 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20757 members 
Mstep: Class 12 contains 110045 members 
Mstep: Class 13 contains 135089 members 
Mstep: Class 14 contains 8314 members 
Mstep: Class 15 contains 96104 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 13583 members 
Mstep: Class 19 contains 51543 members 
Mstep: Class 20 contains 8187 members 
Mstep: Class 21 contains 11483 members 
Mstep: Class 22 contains 33902 members 
Mstep: Class 23 contains 40368 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 194044 members 
Mstep: Class 28 contains 6803 members 
Mstep: Class 29 contains 9849 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 158244 members 
Mstep: Class 32 contains 15287 members 
Entering Unmasked Estep 
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Iteration 191Q: 33 clusters Score -1.560731e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148846 members 
Mstep: Class 2 contains 4615 members 
Mstep: Class 3 contains 13518 members 
Mstep: Class 4 contains 38684 members 
Mstep: Class 5 contains 17805 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 155410 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 14987 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20756 members 
Mstep: Class 12 contains 110091 members 
Mstep: Class 13 contains 135026 members 
Mstep: Class 14 contains 8314 members 
Mstep: Class 15 contains 96099 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 13524 members 
Mstep: Class 19 contains 51528 members 
Mstep: Class 20 contains 8174 members 
Mstep: Class 21 contains 11480 members 
Mstep: Class 22 contains 33892 members 
Mstep: Class 23 contains 40365 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 193992 members 
Mstep: Class 28 contains 6805 members 
Mstep: Class 29 contains 9849 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 158179 members 
Mstep: Class 32 contains 15320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073040.000000 Penalty: 111997.578125
Iteration 192Q: 33 clusters Score -1.56073e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148844 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 38748 members 
Mstep: Class 5 contains 17803 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 155396 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 15016 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20753 members 
Mstep: Class 12 contains 110134 members 
Mstep: Class 13 contains 134975 members 
Mstep: Class 14 contains 8314 members 
Mstep: Class 15 contains 96097 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 13465 members 
Mstep: Class 19 contains 51514 members 
Mstep: Class 20 contains 8161 members 
Mstep: Class 21 contains 11473 members 
Mstep: Class 22 contains 33879 members 
Mstep: Class 23 contains 40356 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3895 members 
Mstep: Class 26 contains 6087 members 
Mstep: Class 27 contains 193920 members 
Mstep: Class 28 contains 6815 members 
Mstep: Class 29 contains 9849 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 158117 members 
Mstep: Class 32 contains 15348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073344.000000 Penalty: 111997.578125
Iteration 193Q: 33 clusters Score -1.560733e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148838 members 
Mstep: Class 2 contains 4618 members 
Mstep: Class 3 contains 13833 members 
Mstep: Class 4 contains 38802 members 
Mstep: Class 5 contains 17805 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155392 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 15040 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20749 members 
Mstep: Class 12 contains 110174 members 
Mstep: Class 13 contains 134939 members 
Mstep: Class 14 contains 8312 members 
Mstep: Class 15 contains 96098 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 6109 members 
Mstep: Class 18 contains 13398 members 
Mstep: Class 19 contains 51500 members 
Mstep: Class 20 contains 8146 members 
Mstep: Class 21 contains 11469 members 
Mstep: Class 22 contains 33869 members 
Mstep: Class 23 contains 40344 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 193847 members 
Mstep: Class 28 contains 6822 members 
Mstep: Class 29 contains 9850 members 
Mstep: Class 30 contains 4923 members 
Mstep: Class 31 contains 158048 members 
Mstep: Class 32 contains 15367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073216.000000 Penalty: 111997.578125
Iteration 194Q: 33 clusters Score -1.560732e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148843 members 
Mstep: Class 2 contains 4620 members 
Mstep: Class 3 contains 14022 members 
Mstep: Class 4 contains 38848 members 
Mstep: Class 5 contains 17807 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155378 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 15074 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 110197 members 
Mstep: Class 13 contains 134878 members 
Mstep: Class 14 contains 8310 members 
Mstep: Class 15 contains 96097 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 18 contains 13343 members 
Mstep: Class 19 contains 51475 members 
Mstep: Class 20 contains 8134 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 33860 members 
Mstep: Class 23 contains 40339 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 193740 members 
Mstep: Class 28 contains 6828 members 
Mstep: Class 29 contains 9850 members 
Mstep: Class 30 contains 4922 members 
Mstep: Class 31 contains 158007 members 
Mstep: Class 32 contains 15395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073312.000000 Penalty: 111997.578125
Iteration 195Q: 33 clusters Score -1.560733e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148853 members 
Mstep: Class 2 contains 4619 members 
Mstep: Class 3 contains 14227 members 
Mstep: Class 4 contains 38892 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155369 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 15097 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20747 members 
Mstep: Class 12 contains 110214 members 
Mstep: Class 13 contains 134829 members 
Mstep: Class 14 contains 8308 members 
Mstep: Class 15 contains 96097 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 13280 members 
Mstep: Class 19 contains 51454 members 
Mstep: Class 20 contains 8122 members 
Mstep: Class 21 contains 11461 members 
Mstep: Class 22 contains 33851 members 
Mstep: Class 23 contains 40340 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 193615 members 
Mstep: Class 28 contains 6833 members 
Mstep: Class 29 contains 9852 members 
Mstep: Class 30 contains 4919 members 
Mstep: Class 31 contains 157976 members 
Mstep: Class 32 contains 15420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073472.000000 Penalty: 111997.578125
Iteration 196Q: 33 clusters Score -1.560735e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148862 members 
Mstep: Class 2 contains 4620 members 
Mstep: Class 3 contains 14425 members 
Mstep: Class 4 contains 38934 members 
Mstep: Class 5 contains 17804 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155356 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 15128 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 110242 members 
Mstep: Class 13 contains 134775 members 
Mstep: Class 14 contains 8308 members 
Mstep: Class 15 contains 96105 members 
Mstep: Class 16 contains 3014 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 13209 members 
Mstep: Class 19 contains 51435 members 
Mstep: Class 20 contains 8109 members 
Mstep: Class 21 contains 11453 members 
Mstep: Class 22 contains 33849 members 
Mstep: Class 23 contains 40337 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 193495 members 
Mstep: Class 28 contains 6840 members 
Mstep: Class 29 contains 9852 members 
Mstep: Class 30 contains 4915 members 
Mstep: Class 31 contains 157939 members 
Mstep: Class 32 contains 15443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073424.000000 Penalty: 111997.578125
Iteration 197Q: 33 clusters Score -1.560734e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148879 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 14636 members 
Mstep: Class 4 contains 38972 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155355 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 15152 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20749 members 
Mstep: Class 12 contains 110256 members 
Mstep: Class 13 contains 134720 members 
Mstep: Class 14 contains 8307 members 
Mstep: Class 15 contains 96110 members 
Mstep: Class 16 contains 3014 members 
Mstep: Class 17 contains 6104 members 
Mstep: Class 18 contains 13147 members 
Mstep: Class 19 contains 51421 members 
Mstep: Class 20 contains 8087 members 
Mstep: Class 21 contains 11447 members 
Mstep: Class 22 contains 33842 members 
Mstep: Class 23 contains 40331 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 193370 members 
Mstep: Class 28 contains 6840 members 
Mstep: Class 29 contains 9851 members 
Mstep: Class 30 contains 4908 members 
Mstep: Class 31 contains 157901 members 
Mstep: Class 32 contains 15471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073648.000000 Penalty: 111997.578125
Iteration 198Q: 33 clusters Score -1.560736e+08 nChanged 646
Entering ConstructFrom: 
Score: -156073648.000000 Penalty: 111997.578125
Entering ConstructFrom: 
Trying to split cluster 1 (148887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148887 members 
Entering Unmasked Estep 
Score: -17808984.000000 Penalty: 2953.913818
	Iteration 0F: 2 clusters Score -1.780898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74644 members 
Mstep: Class 2 contains 74243 members 
Entering Unmasked Estep 
Score: -17709950.000000 Penalty: 5907.827637
	Iteration 0F: 3 clusters Score -1.770995e+07 nChanged 71386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 71159 members 
Entering Unmasked Estep 
Score: -17751408.000000 Penalty: 5907.827637
	Iteration 1F: 3 clusters Score -1.775141e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -17752332.000000 Penalty: 5907.827637
	Iteration 2Q: 3 clusters Score -1.775233e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -17753524.000000 Penalty: 5907.827637
	Iteration 3Q: 3 clusters Score -1.775352e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86258 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -17755560.000000 Penalty: 5907.827637
	Iteration 4Q: 3 clusters Score -1.775556e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -17759000.000000 Penalty: 5907.827637
	Iteration 5Q: 3 clusters Score -1.7759e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100524 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -17764742.000000 Penalty: 5907.827637
	Iteration 6F: 3 clusters Score -1.776474e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111138 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -17773006.000000 Penalty: 5907.827637
	Iteration 7F: 3 clusters Score -1.777301e+07 nChanged 11896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122962 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -17783278.000000 Penalty: 5907.827637
	Iteration 8F: 3 clusters Score -1.778328e+07 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133856 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -17793402.000000 Penalty: 5907.827637
	Iteration 9F: 3 clusters Score -1.77934e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141733 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -17800440.000000 Penalty: 5907.827637
	Iteration 10F: 3 clusters Score -1.780044e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145967 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -17804054.000000 Penalty: 5907.827637
	Iteration 11Q: 3 clusters Score -1.780405e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147680 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -17805478.000000 Penalty: 5907.827637
	Iteration 12Q: 3 clusters Score -1.780548e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148273 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -17806024.000000 Penalty: 5907.827637
	Iteration 13Q: 3 clusters Score -1.780602e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148447 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -17806204.000000 Penalty: 5907.827637
	Iteration 14Q: 3 clusters Score -1.78062e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148515 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -17806306.000000 Penalty: 5907.827637
	Iteration 15Q: 3 clusters Score -1.780631e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148551 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -17806348.000000 Penalty: 5907.827637
	Iteration 16Q: 3 clusters Score -1.780635e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148577 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -17806358.000000 Penalty: 5907.827637
	Iteration 17Q: 3 clusters Score -1.780636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148596 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -17806378.000000 Penalty: 5907.827637
	Iteration 18Q: 3 clusters Score -1.780638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148604 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -17806394.000000 Penalty: 5907.827637
	Iteration 19Q: 3 clusters Score -1.780639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148610 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -17806396.000000 Penalty: 5907.827637
	Iteration 20F: 3 clusters Score -1.78064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148611 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -17806408.000000 Penalty: 5907.827637
	Iteration 21Q: 3 clusters Score -1.780641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148612 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -17806414.000000 Penalty: 5907.827637
	Iteration 22Q: 3 clusters Score -1.780641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148613 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -17806418.000000 Penalty: 5907.827637
	Iteration 23Q: 3 clusters Score -1.780642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148614 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17806422.000000 Penalty: 5907.827637
	Iteration 24Q: 3 clusters Score -1.780642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148613 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -17806424.000000 Penalty: 5907.827637
	Iteration 25Q: 3 clusters Score -1.780642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148613 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -17806424.000000 Penalty: 5907.827637
	Iteration 26F: 3 clusters Score -1.780642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Entering Unmasked Estep 
Score: -542092.687500 Penalty: 2092.822021
	Iteration 0F: 2 clusters Score -542092.7 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 2297 members 
Entering Unmasked Estep 
Score: -537855.125000 Penalty: 4185.644043
	Iteration 0F: 3 clusters Score -537855.1 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -538875.125000 Penalty: 4185.644043
	Iteration 1F: 3 clusters Score -538875.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -539134.000000 Penalty: 4185.644043
	Iteration 2F: 3 clusters Score -539134 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -539295.000000 Penalty: 4185.644043
	Iteration 3F: 3 clusters Score -539295 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -539409.250000 Penalty: 4185.644043
	Iteration 4Q: 3 clusters Score -539409.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -539485.187500 Penalty: 4185.644043
	Iteration 5Q: 3 clusters Score -539485.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -539534.750000 Penalty: 4185.644043
	Iteration 6Q: 3 clusters Score -539534.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -539573.937500 Penalty: 4185.644043
	Iteration 7Q: 3 clusters Score -539573.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -539602.375000 Penalty: 4185.644043
	Iteration 8Q: 3 clusters Score -539602.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -539629.187500 Penalty: 4185.644043
	Iteration 9Q: 3 clusters Score -539629.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -539656.312500 Penalty: 4185.644043
	Iteration 10Q: 3 clusters Score -539656.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -539688.000000 Penalty: 4185.644043
	Iteration 11Q: 3 clusters Score -539688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -539712.437500 Penalty: 4185.644043
	Iteration 12Q: 3 clusters Score -539712.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -539741.000000 Penalty: 4185.644043
	Iteration 13Q: 3 clusters Score -539741 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -539774.250000 Penalty: 4185.644043
	Iteration 14Q: 3 clusters Score -539774.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -539809.000000 Penalty: 4185.644043
	Iteration 15Q: 3 clusters Score -539809 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -539850.000000 Penalty: 4185.644043
	Iteration 16Q: 3 clusters Score -539850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -539880.250000 Penalty: 4185.644043
	Iteration 17Q: 3 clusters Score -539880.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -539911.500000 Penalty: 4185.644043
	Iteration 18Q: 3 clusters Score -539911.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -539941.062500 Penalty: 4185.644043
	Iteration 19Q: 3 clusters Score -539941.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -539966.500000 Penalty: 4185.644043
	Iteration 20F: 3 clusters Score -539966.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -539988.437500 Penalty: 4185.644043
	Iteration 21Q: 3 clusters Score -539988.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -540010.375000 Penalty: 4185.644043
	Iteration 22Q: 3 clusters Score -540010.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -540035.312500 Penalty: 4185.644043
	Iteration 23Q: 3 clusters Score -540035.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -540060.687500 Penalty: 4185.644043
	Iteration 24Q: 3 clusters Score -540060.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -540092.937500 Penalty: 4185.644043
	Iteration 25Q: 3 clusters Score -540092.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -540120.125000 Penalty: 4185.644043
	Iteration 26Q: 3 clusters Score -540120.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -540145.750000 Penalty: 4185.644043
	Iteration 27Q: 3 clusters Score -540145.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -540163.312500 Penalty: 4185.644043
	Iteration 28Q: 3 clusters Score -540163.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -540184.000000 Penalty: 4185.644043
	Iteration 29Q: 3 clusters Score -540184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -540198.375000 Penalty: 4185.644043
	Iteration 30Q: 3 clusters Score -540198.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -540211.000000 Penalty: 4185.644043
	Iteration 31Q: 3 clusters Score -540211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -540219.250000 Penalty: 4185.644043
	Iteration 32Q: 3 clusters Score -540219.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -540229.875000 Penalty: 4185.644043
	Iteration 33Q: 3 clusters Score -540229.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -540237.062500 Penalty: 4185.644043
	Iteration 34Q: 3 clusters Score -540237.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -540243.250000 Penalty: 4185.644043
	Iteration 35Q: 3 clusters Score -540243.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -540245.375000 Penalty: 4185.644043
	Iteration 36Q: 3 clusters Score -540245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -540248.437500 Penalty: 4185.644043
	Iteration 37Q: 3 clusters Score -540248.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -540252.125000 Penalty: 4185.644043
	Iteration 38Q: 3 clusters Score -540252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -540252.937500 Penalty: 4185.644043
	Iteration 39Q: 3 clusters Score -540252.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -540258.500000 Penalty: 4185.644043
	Iteration 40F: 3 clusters Score -540258.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -540260.562500 Penalty: 4185.644043
	Iteration 41Q: 3 clusters Score -540260.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -540266.750000 Penalty: 4185.644043
	Iteration 42Q: 3 clusters Score -540266.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -540273.812500 Penalty: 4185.644043
	Iteration 43Q: 3 clusters Score -540273.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -540276.375000 Penalty: 4185.644043
	Iteration 44Q: 3 clusters Score -540276.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -540281.000000 Penalty: 4185.644043
	Iteration 45Q: 3 clusters Score -540281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -540285.437500 Penalty: 4185.644043
	Iteration 46Q: 3 clusters Score -540285.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -540288.437500 Penalty: 4185.644043
	Iteration 47Q: 3 clusters Score -540288.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -540291.687500 Penalty: 4185.644043
	Iteration 48Q: 3 clusters Score -540291.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -540292.937500 Penalty: 4185.644043
	Iteration 49Q: 3 clusters Score -540292.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -540294.250000 Penalty: 4185.644043
	Iteration 50Q: 3 clusters Score -540294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -540294.562500 Penalty: 4185.644043
	Iteration 51Q: 3 clusters Score -540294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -540295.500000 Penalty: 4185.644043
	Iteration 52Q: 3 clusters Score -540295.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -540295.937500 Penalty: 4185.644043
	Iteration 53Q: 3 clusters Score -540295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -540296.625000 Penalty: 4185.644043
	Iteration 54Q: 3 clusters Score -540296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -540297.437500 Penalty: 4185.644043
	Iteration 55Q: 3 clusters Score -540297.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -540297.687500 Penalty: 4185.644043
	Iteration 56Q: 3 clusters Score -540297.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -540299.375000 Penalty: 4185.644043
	Iteration 57Q: 3 clusters Score -540299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -540300.875000 Penalty: 4185.644043
	Iteration 58Q: 3 clusters Score -540300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -540301.937500 Penalty: 4185.644043
	Iteration 59Q: 3 clusters Score -540301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -540302.437500 Penalty: 4185.644043
	Iteration 60F: 3 clusters Score -540302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -540302.750000 Penalty: 4185.644043
	Iteration 61Q: 3 clusters Score -540302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -540304.125000 Penalty: 4185.644043
	Iteration 62Q: 3 clusters Score -540304.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -540304.125000 Penalty: 4185.644043
	Iteration 63F: 3 clusters Score -540304.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Entering Unmasked Estep 
Score: -1768751.750000 Penalty: 2382.010010
	Iteration 0F: 2 clusters Score -1768752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1758002.875000 Penalty: 4764.020020
	Iteration 0F: 3 clusters Score -1758003 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1761412.875000 Penalty: 4764.020020
	Iteration 1F: 3 clusters Score -1761413 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1761809.500000 Penalty: 4764.020020
	Iteration 2F: 3 clusters Score -1761810 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1762204.750000 Penalty: 4764.020020
	Iteration 3F: 3 clusters Score -1762205 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1762615.625000 Penalty: 4764.020020
	Iteration 4F: 3 clusters Score -1762616 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1763013.500000 Penalty: 4764.020020
	Iteration 5F: 3 clusters Score -1763014 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1763353.375000 Penalty: 4764.020020
	Iteration 6Q: 3 clusters Score -1763353 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1763683.375000 Penalty: 4764.020020
	Iteration 7Q: 3 clusters Score -1763683 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1764043.000000 Penalty: 4764.020020
	Iteration 8Q: 3 clusters Score -1764043 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1764345.125000 Penalty: 4764.020020
	Iteration 9Q: 3 clusters Score -1764345 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1764587.500000 Penalty: 4764.020020
	Iteration 10Q: 3 clusters Score -1764588 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1764799.750000 Penalty: 4764.020020
	Iteration 11Q: 3 clusters Score -1764800 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1764982.750000 Penalty: 4764.020020
	Iteration 12Q: 3 clusters Score -1764983 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1765123.875000 Penalty: 4764.020020
	Iteration 13Q: 3 clusters Score -1765124 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1765241.500000 Penalty: 4764.020020
	Iteration 14Q: 3 clusters Score -1765242 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1765331.375000 Penalty: 4764.020020
	Iteration 15Q: 3 clusters Score -1765331 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1765401.250000 Penalty: 4764.020020
	Iteration 16Q: 3 clusters Score -1765401 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1765457.875000 Penalty: 4764.020020
	Iteration 17Q: 3 clusters Score -1765458 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1765504.625000 Penalty: 4764.020020
	Iteration 18Q: 3 clusters Score -1765505 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1765535.375000 Penalty: 4764.020020
	Iteration 19Q: 3 clusters Score -1765535 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1765562.750000 Penalty: 4764.020020
	Iteration 20F: 3 clusters Score -1765563 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1765581.875000 Penalty: 4764.020020
	Iteration 21Q: 3 clusters Score -1765582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1765593.125000 Penalty: 4764.020020
	Iteration 22Q: 3 clusters Score -1765593 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1765603.750000 Penalty: 4764.020020
	Iteration 23Q: 3 clusters Score -1765604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1765623.875000 Penalty: 4764.020020
	Iteration 24Q: 3 clusters Score -1765624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1765642.625000 Penalty: 4764.020020
	Iteration 25Q: 3 clusters Score -1765643 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1765649.375000 Penalty: 4764.020020
	Iteration 26Q: 3 clusters Score -1765649 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1765666.250000 Penalty: 4764.020020
	Iteration 27Q: 3 clusters Score -1765666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1765682.625000 Penalty: 4764.020020
	Iteration 28Q: 3 clusters Score -1765683 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1765697.500000 Penalty: 4764.020020
	Iteration 29Q: 3 clusters Score -1765698 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1765721.000000 Penalty: 4764.020020
	Iteration 30Q: 3 clusters Score -1765721 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1765733.750000 Penalty: 4764.020020
	Iteration 31Q: 3 clusters Score -1765734 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1765754.500000 Penalty: 4764.020020
	Iteration 32Q: 3 clusters Score -1765754 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1765782.875000 Penalty: 4764.020020
	Iteration 33Q: 3 clusters Score -1765783 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1765809.375000 Penalty: 4764.020020
	Iteration 34Q: 3 clusters Score -1765809 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1765832.625000 Penalty: 4764.020020
	Iteration 35Q: 3 clusters Score -1765833 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1765862.250000 Penalty: 4764.020020
	Iteration 36Q: 3 clusters Score -1765862 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1765878.125000 Penalty: 4764.020020
	Iteration 37Q: 3 clusters Score -1765878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1765899.875000 Penalty: 4764.020020
	Iteration 38Q: 3 clusters Score -1765900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1765927.375000 Penalty: 4764.020020
	Iteration 39Q: 3 clusters Score -1765927 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1765941.750000 Penalty: 4764.020020
	Iteration 40F: 3 clusters Score -1765942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1765966.125000 Penalty: 4764.020020
	Iteration 41Q: 3 clusters Score -1765966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1765973.000000 Penalty: 4764.020020
	Iteration 42Q: 3 clusters Score -1765973 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1765983.125000 Penalty: 4764.020020
	Iteration 43Q: 3 clusters Score -1765983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1765989.500000 Penalty: 4764.020020
	Iteration 44Q: 3 clusters Score -1765990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1765994.125000 Penalty: 4764.020020
	Iteration 45Q: 3 clusters Score -1765994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1766006.750000 Penalty: 4764.020020
	Iteration 46Q: 3 clusters Score -1766007 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1766012.000000 Penalty: 4764.020020
	Iteration 47Q: 3 clusters Score -1766012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1766025.125000 Penalty: 4764.020020
	Iteration 48Q: 3 clusters Score -1766025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1766032.750000 Penalty: 4764.020020
	Iteration 49Q: 3 clusters Score -1766033 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1766041.250000 Penalty: 4764.020020
	Iteration 50Q: 3 clusters Score -1766041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1766051.000000 Penalty: 4764.020020
	Iteration 51Q: 3 clusters Score -1766051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1766059.250000 Penalty: 4764.020020
	Iteration 52Q: 3 clusters Score -1766059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1766065.000000 Penalty: 4764.020020
	Iteration 53Q: 3 clusters Score -1766065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1766069.625000 Penalty: 4764.020020
	Iteration 54Q: 3 clusters Score -1766070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1766075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1766082 nChanged 35
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Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1766091 nChanged 36
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Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1766091 nChanged 35
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Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1766103 nChanged 31
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Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1766104 nChanged 30
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Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1766119 nChanged 45
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Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1766132 nChanged 32
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Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1766132 nChanged 29
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Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1766141 nChanged 26
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Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1766138 nChanged 30
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Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1766146 nChanged 36
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Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1766149 nChanged 29
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Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1766150 nChanged 30
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Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1766157 nChanged 14
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Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1766160 nChanged 13
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Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1766163 nChanged 15
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Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1766162 nChanged 21
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Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1766165 nChanged 25
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Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1766167 nChanged 22
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Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1766170 nChanged 31
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Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 4536 members 
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	Iteration 77Q: 3 clusters Score -1766178 nChanged 23
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Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 4513 members 
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	Iteration 78Q: 3 clusters Score -1766181 nChanged 18
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Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 4495 members 
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	Iteration 79Q: 3 clusters Score -1766186 nChanged 21
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Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1766184 nChanged 19
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Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1766189 nChanged 18
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Mstep: Class 1 contains 10398 members 
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	Iteration 82Q: 3 clusters Score -1766192 nChanged 27
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Mstep: Class 1 contains 10425 members 
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Mstep: Class 1 contains 10449 members 
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	Iteration 84Q: 3 clusters Score -1766198 nChanged 27
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Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1766203 nChanged 28
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Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 4333 members 
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Mstep: Class 1 contains 10532 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1766214 nChanged 31
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Mstep: Class 1 contains 10563 members 
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Mstep: Class 1 contains 10589 members 
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	Iteration 89Q: 3 clusters Score -1766224 nChanged 18
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Mstep: Class 1 contains 10607 members 
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	Iteration 90Q: 3 clusters Score -1766226 nChanged 17
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Mstep: Class 1 contains 10624 members 
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	Iteration 91Q: 3 clusters Score -1766223 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1766235 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1766232 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1766237 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10690 members 
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	Iteration 95Q: 3 clusters Score -1766235 nChanged 13
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Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1766237 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1766238 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1766236 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4100 members 
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	Iteration 99Q: 3 clusters Score -1766236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1766242 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1766243 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 4071 members 
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	Iteration 102Q: 3 clusters Score -1766246 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1766246 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1766247 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 4028 members 
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	Iteration 105Q: 3 clusters Score -1766257 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1766259 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 3978 members 
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	Iteration 107Q: 3 clusters Score -1766260 nChanged 21
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Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3957 members 
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	Iteration 108Q: 3 clusters Score -1766260 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 3930 members 
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	Iteration 109Q: 3 clusters Score -1766268 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 3903 members 
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	Iteration 110Q: 3 clusters Score -1766275 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1766281 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3836 members 
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	Iteration 112Q: 3 clusters Score -1766287 nChanged 34
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Mstep: Class 1 contains 11035 members 
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	Iteration 113Q: 3 clusters Score -1766291 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3780 members 
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	Iteration 114Q: 3 clusters Score -1766294 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3756 members 
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	Iteration 115Q: 3 clusters Score -1766298 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 3734 members 
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	Iteration 116Q: 3 clusters Score -1766299 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 3713 members 
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	Iteration 117Q: 3 clusters Score -1766300 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1766310 nChanged 26
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Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1766307 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1766316 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1766316 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1766322 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1766323 nChanged 11
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Mstep: Class 1 contains 11248 members 
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	Iteration 124Q: 3 clusters Score -1766325 nChanged 12
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Mstep: Class 1 contains 11260 members 
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	Iteration 125Q: 3 clusters Score -1766324 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11274 members 
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	Iteration 126Q: 3 clusters Score -1766326 nChanged 9
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Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1766330 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1766328 nChanged 13
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Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1766336 nChanged 11
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Mstep: Class 1 contains 11321 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1766338 nChanged 10
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Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 3506 members 
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	Iteration 131Q: 3 clusters Score -1766338 nChanged 9
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Mstep: Class 1 contains 11340 members 
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	Iteration 132Q: 3 clusters Score -1766339 nChanged 9
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	Iteration 133Q: 3 clusters Score -1766340 nChanged 14
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1766345 nChanged 10
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Mstep: Class 1 contains 11373 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1766344 nChanged 13
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Mstep: Class 1 contains 11386 members 
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	Iteration 136Q: 3 clusters Score -1766347 nChanged 17
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Mstep: Class 1 contains 11403 members 
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	Iteration 137Q: 3 clusters Score -1766348 nChanged 21
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Mstep: Class 1 contains 11424 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1766355 nChanged 12
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Mstep: Class 1 contains 11436 members 
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	Iteration 139Q: 3 clusters Score -1766356 nChanged 10
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Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1766362 nChanged 18
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Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1766360 nChanged 14
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Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 3359 members 
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	Iteration 142Q: 3 clusters Score -1766362 nChanged 12
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	Iteration 143Q: 3 clusters Score -1766360 nChanged 7
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	Iteration 144Q: 3 clusters Score -1766360 nChanged 11
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	Iteration 145Q: 3 clusters Score -1766364 nChanged 10
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Mstep: Class 1 contains 11516 members 
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	Iteration 146Q: 3 clusters Score -1766367 nChanged 8
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	Iteration 147Q: 3 clusters Score -1766367 nChanged 10
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	Iteration 148Q: 3 clusters Score -1766368 nChanged 17
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Mstep: Class 2 contains 3286 members 
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	Iteration 149Q: 3 clusters Score -1766371 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1766379 nChanged 12
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Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 3248 members 
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	Iteration 152Q: 3 clusters Score -1766381 nChanged 12
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Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1766379 nChanged 11
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Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1766381 nChanged 17
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Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1766382 nChanged 12
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Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1766383 nChanged 25
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Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 3171 members 
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	Iteration 157Q: 3 clusters Score -1766388 nChanged 23
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Mstep: Class 1 contains 11689 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1766396 nChanged 26
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Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1766401 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1766404 nChanged 18
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Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1766405 nChanged 10
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Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1766410 nChanged 7
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Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1766410 nChanged 12
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Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 3060 members 
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	Iteration 164Q: 3 clusters Score -1766412 nChanged 7
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Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1766417 nChanged 5
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Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1766416 nChanged 8
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Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 3040 members 
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	Iteration 167Q: 3 clusters Score -1766424 nChanged 10
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Mstep: Class 1 contains 11807 members 
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	Iteration 168Q: 3 clusters Score -1766421 nChanged 14
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Mstep: Class 1 contains 11821 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1766423 nChanged 15
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Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1766427 nChanged 17
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Mstep: Class 1 contains 11853 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1766430 nChanged 20
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Mstep: Class 1 contains 11873 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1766435 nChanged 19
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Mstep: Class 1 contains 11892 members 
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	Iteration 173Q: 3 clusters Score -1766433 nChanged 19
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Mstep: Class 1 contains 11911 members 
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	Iteration 174Q: 3 clusters Score -1766440 nChanged 17
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Mstep: Class 1 contains 11928 members 
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	Iteration 175Q: 3 clusters Score -1766440 nChanged 19
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Mstep: Class 1 contains 11947 members 
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	Iteration 176Q: 3 clusters Score -1766445 nChanged 17
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Mstep: Class 1 contains 11964 members 
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	Iteration 177Q: 3 clusters Score -1766453 nChanged 24
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Mstep: Class 1 contains 11988 members 
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	Iteration 178Q: 3 clusters Score -1766453 nChanged 28
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Mstep: Class 1 contains 12016 members 
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	Iteration 179Q: 3 clusters Score -1766459 nChanged 25
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Mstep: Class 1 contains 12041 members 
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	Iteration 180F: 3 clusters Score -1766466 nChanged 30
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Mstep: Class 1 contains 12071 members 
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	Iteration 181Q: 3 clusters Score -1766476 nChanged 33
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	Iteration 182Q: 3 clusters Score -1766480 nChanged 30
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Mstep: Class 1 contains 12130 members 
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	Iteration 183Q: 3 clusters Score -1766488 nChanged 21
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Mstep: Class 1 contains 12151 members 
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	Iteration 184Q: 3 clusters Score -1766497 nChanged 19
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Mstep: Class 1 contains 12168 members 
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	Iteration 185Q: 3 clusters Score -1766499 nChanged 14
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	Iteration 186Q: 3 clusters Score -1766498 nChanged 15
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Mstep: Class 1 contains 12197 members 
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	Iteration 187Q: 3 clusters Score -1766503 nChanged 12
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Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2628 members 
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	Iteration 188Q: 3 clusters Score -1766502 nChanged 14
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Mstep: Class 1 contains 12221 members 
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	Iteration 189Q: 3 clusters Score -1766504 nChanged 13
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Mstep: Class 1 contains 12234 members 
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	Iteration 190Q: 3 clusters Score -1766504 nChanged 14
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Mstep: Class 1 contains 12248 members 
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	Iteration 191Q: 3 clusters Score -1766506 nChanged 14
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Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1766511 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12274 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1766514 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12279 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1766516 nChanged 4
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Mstep: Class 1 contains 12283 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1766515 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12290 members 
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	Iteration 196Q: 3 clusters Score -1766516 nChanged 10
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Mstep: Class 1 contains 12300 members 
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	Iteration 197Q: 3 clusters Score -1766519 nChanged 9
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Mstep: Class 1 contains 12309 members 
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	Iteration 198Q: 3 clusters Score -1766519 nChanged 6
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Mstep: Class 1 contains 12315 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1766523 nChanged 4
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Mstep: Class 1 contains 12319 members 
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Entering Unmasked Estep 
Score: -1766525.250000 Penalty: 4764.020020
	Iteration 200F: 3 clusters Score -1766525 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12322 members 
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	Iteration 201Q: 3 clusters Score -1766528 nChanged 5
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Mstep: Class 1 contains 12327 members 
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	Iteration 202Q: 3 clusters Score -1766523 nChanged 7
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Mstep: Class 1 contains 12334 members 
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	Iteration 203Q: 3 clusters Score -1766527 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12341 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1766530 nChanged 8
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Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2488 members 
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	Iteration 205Q: 3 clusters Score -1766528 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2478 members 
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	Iteration 206Q: 3 clusters Score -1766532 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12367 members 
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	Iteration 207Q: 3 clusters Score -1766530 nChanged 7
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Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2463 members 
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	Iteration 208Q: 3 clusters Score -1766531 nChanged 5
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Mstep: Class 1 contains 12379 members 
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	Iteration 209Q: 3 clusters Score -1766530 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12381 members 
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	Iteration 210Q: 3 clusters Score -1766528 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 2452 members 
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	Iteration 211Q: 3 clusters Score -1766528 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1766535 nChanged 9
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Mstep: Class 1 contains 12401 members 
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	Iteration 213Q: 3 clusters Score -1766536 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12407 members 
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	Iteration 214Q: 3 clusters Score -1766538 nChanged 6
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Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2424 members 
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	Iteration 215Q: 3 clusters Score -1766538 nChanged 4
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Mstep: Class 1 contains 12415 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1766541 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12416 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1766538 nChanged 1
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Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 2420 members 
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	Iteration 218Q: 3 clusters Score -1766539 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12420 members 
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	Iteration 219Q: 3 clusters Score -1766538 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1766538 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1766539 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1766546 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1766548 nChanged 10
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Mstep: Class 1 contains 12464 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1766551 nChanged 14
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Mstep: Class 1 contains 12478 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1766556 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12489 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1766556 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1766556 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12510 members 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1766557 nChanged 5
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Mstep: Class 1 contains 12515 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1766559 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1766562 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12530 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1766562 nChanged 7
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Mstep: Class 1 contains 12537 members 
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	Iteration 232Q: 3 clusters Score -1766565 nChanged 10
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	Iteration 233Q: 3 clusters Score -1766565 nChanged 12
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	Iteration 234Q: 3 clusters Score -1766566 nChanged 11
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	Iteration 235Q: 3 clusters Score -1766570 nChanged 6
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	Iteration 236Q: 3 clusters Score -1766571 nChanged 10
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	Iteration 237Q: 3 clusters Score -1766572 nChanged 9
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	Iteration 238Q: 3 clusters Score -1766573 nChanged 19
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	Iteration 239Q: 3 clusters Score -1766579 nChanged 10
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -1766582 nChanged 15
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	Iteration 241Q: 3 clusters Score -1766587 nChanged 14
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	Iteration 242Q: 3 clusters Score -1766587 nChanged 11
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Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1766590.375000 Penalty: 4764.020020
	Iteration 243Q: 3 clusters Score -1766590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1766590.625000 Penalty: 4764.020020
	Iteration 244Q: 3 clusters Score -1766591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1766593.000000 Penalty: 4764.020020
	Iteration 245Q: 3 clusters Score -1766593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1766593.125000 Penalty: 4764.020020
	Iteration 246Q: 3 clusters Score -1766593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1766597.875000 Penalty: 4764.020020
	Iteration 247Q: 3 clusters Score -1766598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1766600.875000 Penalty: 4764.020020
	Iteration 248Q: 3 clusters Score -1766601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1766603.125000 Penalty: 4764.020020
	Iteration 249Q: 3 clusters Score -1766603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1766599.875000 Penalty: 4764.020020
	Iteration 250Q: 3 clusters Score -1766600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1766603.250000 Penalty: 4764.020020
	Iteration 251Q: 3 clusters Score -1766603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1766604.875000 Penalty: 4764.020020
	Iteration 252Q: 3 clusters Score -1766605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1766609.250000 Penalty: 4764.020020
	Iteration 253Q: 3 clusters Score -1766609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1766607.125000 Penalty: 4764.020020
	Iteration 254Q: 3 clusters Score -1766607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1766607.625000 Penalty: 4764.020020
	Iteration 255Q: 3 clusters Score -1766608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1766606.125000 Penalty: 4764.020020
	Iteration 256Q: 3 clusters Score -1766606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1766606.500000 Penalty: 4764.020020
	Iteration 257Q: 3 clusters Score -1766606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1766606.625000 Penalty: 4764.020020
	Iteration 258Q: 3 clusters Score -1766607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1766606.000000 Penalty: 4764.020020
	Iteration 259Q: 3 clusters Score -1766606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1766610.375000 Penalty: 4764.020020
	Iteration 260F: 3 clusters Score -1766610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1766612.500000 Penalty: 4764.020020
	Iteration 261Q: 3 clusters Score -1766612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1766615.000000 Penalty: 4764.020020
	Iteration 262Q: 3 clusters Score -1766615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1766612.000000 Penalty: 4764.020020
	Iteration 263Q: 3 clusters Score -1766612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1766612.375000 Penalty: 4764.020020
	Iteration 264Q: 3 clusters Score -1766612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1766613.875000 Penalty: 4764.020020
	Iteration 265Q: 3 clusters Score -1766614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1766613.125000 Penalty: 4764.020020
	Iteration 266Q: 3 clusters Score -1766613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1766613.000000 Penalty: 4764.020020
	Iteration 267Q: 3 clusters Score -1766613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1766613.375000 Penalty: 4764.020020
	Iteration 268Q: 3 clusters Score -1766613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1766612.750000 Penalty: 4764.020020
	Iteration 269Q: 3 clusters Score -1766613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1766612.750000 Penalty: 4764.020020
	Iteration 270F: 3 clusters Score -1766613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Entering Unmasked Estep 
Score: -4684324.000000 Penalty: 2621.794678
	Iteration 0F: 2 clusters Score -4684324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4658012.500000 Penalty: 5243.589355
	Iteration 0F: 3 clusters Score -4658012 nChanged 17809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -4667503.500000 Penalty: 5243.589355
	Iteration 1F: 3 clusters Score -4667504 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -4668008.000000 Penalty: 5243.589355
	Iteration 2Q: 3 clusters Score -4668008 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4668377.500000 Penalty: 5243.589355
	Iteration 3Q: 3 clusters Score -4668378 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -4668655.000000 Penalty: 5243.589355
	Iteration 4Q: 3 clusters Score -4668655 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -4668910.000000 Penalty: 5243.589355
	Iteration 5Q: 3 clusters Score -4668910 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -4669142.500000 Penalty: 5243.589355
	Iteration 6Q: 3 clusters Score -4669142 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -4669369.000000 Penalty: 5243.589355
	Iteration 7Q: 3 clusters Score -4669369 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -4669670.000000 Penalty: 5243.589355
	Iteration 8Q: 3 clusters Score -4669670 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -4670014.500000 Penalty: 5243.589355
	Iteration 9Q: 3 clusters Score -4670014 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -4670487.500000 Penalty: 5243.589355
	Iteration 10Q: 3 clusters Score -4670488 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -4671132.000000 Penalty: 5243.589355
	Iteration 11Q: 3 clusters Score -4671132 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -4672122.000000 Penalty: 5243.589355
	Iteration 12Q: 3 clusters Score -4672122 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -4673588.500000 Penalty: 5243.589355
	Iteration 13F: 3 clusters Score -4673588 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -4675465.500000 Penalty: 5243.589355
	Iteration 14F: 3 clusters Score -4675466 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4677401.500000 Penalty: 5243.589355
	Iteration 15F: 3 clusters Score -4677402 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4678982.000000 Penalty: 5243.589355
	Iteration 16Q: 3 clusters Score -4678982 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4680089.500000 Penalty: 5243.589355
	Iteration 17Q: 3 clusters Score -4680090 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -4680755.000000 Penalty: 5243.589355
	Iteration 18Q: 3 clusters Score -4680755 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -4681189.000000 Penalty: 5243.589355
	Iteration 19Q: 3 clusters Score -4681189 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -4681480.000000 Penalty: 5243.589355
	Iteration 20F: 3 clusters Score -4681480 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4681688.500000 Penalty: 5243.589355
	Iteration 21Q: 3 clusters Score -4681688 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4681832.500000 Penalty: 5243.589355
	Iteration 22Q: 3 clusters Score -4681832 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -4681909.000000 Penalty: 5243.589355
	Iteration 23Q: 3 clusters Score -4681909 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -4681981.500000 Penalty: 5243.589355
	Iteration 24Q: 3 clusters Score -4681982 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -4682036.000000 Penalty: 5243.589355
	Iteration 25Q: 3 clusters Score -4682036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -4682066.000000 Penalty: 5243.589355
	Iteration 26Q: 3 clusters Score -4682066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -4682091.500000 Penalty: 5243.589355
	Iteration 27Q: 3 clusters Score -4682092 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -4682120.000000 Penalty: 5243.589355
	Iteration 28Q: 3 clusters Score -4682120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -4682142.000000 Penalty: 5243.589355
	Iteration 29Q: 3 clusters Score -4682142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -4682152.000000 Penalty: 5243.589355
	Iteration 30Q: 3 clusters Score -4682152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -4682157.500000 Penalty: 5243.589355
	Iteration 31Q: 3 clusters Score -4682158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -4682171.500000 Penalty: 5243.589355
	Iteration 32Q: 3 clusters Score -4682172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -4682173.000000 Penalty: 5243.589355
	Iteration 33Q: 3 clusters Score -4682173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4682177.000000 Penalty: 5243.589355
	Iteration 34Q: 3 clusters Score -4682177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -4682169.000000 Penalty: 5243.589355
	Iteration 35Q: 3 clusters Score -4682169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -4682173.500000 Penalty: 5243.589355
	Iteration 36Q: 3 clusters Score -4682174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -4682174.000000 Penalty: 5243.589355
	Iteration 37Q: 3 clusters Score -4682174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -4682182.500000 Penalty: 5243.589355
	Iteration 38Q: 3 clusters Score -4682182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -4682192.500000 Penalty: 5243.589355
	Iteration 39Q: 3 clusters Score -4682192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -4682202.000000 Penalty: 5243.589355
	Iteration 40F: 3 clusters Score -4682202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -4682212.500000 Penalty: 5243.589355
	Iteration 41Q: 3 clusters Score -4682212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -4682207.500000 Penalty: 5243.589355
	Iteration 42Q: 3 clusters Score -4682208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -4682205.000000 Penalty: 5243.589355
	Iteration 43Q: 3 clusters Score -4682205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -4682216.500000 Penalty: 5243.589355
	Iteration 44Q: 3 clusters Score -4682216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -4682221.000000 Penalty: 5243.589355
	Iteration 45Q: 3 clusters Score -4682221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -4682218.500000 Penalty: 5243.589355
	Iteration 46Q: 3 clusters Score -4682218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -4682232.000000 Penalty: 5243.589355
	Iteration 47Q: 3 clusters Score -4682232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4682243.500000 Penalty: 5243.589355
	Iteration 48Q: 3 clusters Score -4682244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -4682244.500000 Penalty: 5243.589355
	Iteration 49Q: 3 clusters Score -4682244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -4682246.000000 Penalty: 5243.589355
	Iteration 50Q: 3 clusters Score -4682246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -4682242.000000 Penalty: 5243.589355
	Iteration 51Q: 3 clusters Score -4682242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -4682244.500000 Penalty: 5243.589355
	Iteration 52Q: 3 clusters Score -4682244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -4682251.500000 Penalty: 5243.589355
	Iteration 53Q: 3 clusters Score -4682252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -4682248.500000 Penalty: 5243.589355
	Iteration 54Q: 3 clusters Score -4682248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -4682250.500000 Penalty: 5243.589355
	Iteration 55Q: 3 clusters Score -4682250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4682253.500000 Penalty: 5243.589355
	Iteration 56Q: 3 clusters Score -4682254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -4682252.500000 Penalty: 5243.589355
	Iteration 57Q: 3 clusters Score -4682252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4682259.500000 Penalty: 5243.589355
	Iteration 58Q: 3 clusters Score -4682260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4682262.000000 Penalty: 5243.589355
	Iteration 59Q: 3 clusters Score -4682262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -4682266.000000 Penalty: 5243.589355
	Iteration 60F: 3 clusters Score -4682266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -4682269.000000 Penalty: 5243.589355
	Iteration 61Q: 3 clusters Score -4682269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -4682272.500000 Penalty: 5243.589355
	Iteration 62Q: 3 clusters Score -4682272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -4682268.500000 Penalty: 5243.589355
	Iteration 63Q: 3 clusters Score -4682268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4682265.000000 Penalty: 5243.589355
	Iteration 64Q: 3 clusters Score -4682265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -4682265.000000 Penalty: 5243.589355
	Iteration 65Q: 3 clusters Score -4682265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -4682267.500000 Penalty: 5243.589355
	Iteration 66Q: 3 clusters Score -4682268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -4682272.000000 Penalty: 5243.589355
	Iteration 67Q: 3 clusters Score -4682272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4682271.500000 Penalty: 5243.589355
	Iteration 68Q: 3 clusters Score -4682272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4682271.500000 Penalty: 5243.589355
	Iteration 69F: 3 clusters Score -4682272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Entering Unmasked Estep 
Score: -2097707.500000 Penalty: 2427.345459
	Iteration 0F: 2 clusters Score -2097708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2085101.125000 Penalty: 4854.690918
	Iteration 0F: 3 clusters Score -2085101 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2089448.875000 Penalty: 4854.690918
	Iteration 1F: 3 clusters Score -2089449 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2090105.875000 Penalty: 4854.690918
	Iteration 2F: 3 clusters Score -2090106 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2090888.250000 Penalty: 4854.690918
	Iteration 3F: 3 clusters Score -2090888 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2091735.625000 Penalty: 4854.690918
	Iteration 4F: 3 clusters Score -2091736 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2092668.250000 Penalty: 4854.690918
	Iteration 5F: 3 clusters Score -2092668 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2093625.250000 Penalty: 4854.690918
	Iteration 6F: 3 clusters Score -2093625 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2094493.750000 Penalty: 4854.690918
	Iteration 7F: 3 clusters Score -2094494 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2095068.000000 Penalty: 4854.690918
	Iteration 8Q: 3 clusters Score -2095068 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2095482.375000 Penalty: 4854.690918
	Iteration 9Q: 3 clusters Score -2095482 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2095751.375000 Penalty: 4854.690918
	Iteration 10Q: 3 clusters Score -2095751 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2095941.750000 Penalty: 4854.690918
	Iteration 11Q: 3 clusters Score -2095942 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2096051.625000 Penalty: 4854.690918
	Iteration 12Q: 3 clusters Score -2096052 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2096120.750000 Penalty: 4854.690918
	Iteration 13Q: 3 clusters Score -2096121 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2096152.625000 Penalty: 4854.690918
	Iteration 14Q: 3 clusters Score -2096153 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2096172.000000 Penalty: 4854.690918
	Iteration 15Q: 3 clusters Score -2096172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2096186.875000 Penalty: 4854.690918
	Iteration 16Q: 3 clusters Score -2096187 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2096203.250000 Penalty: 4854.690918
	Iteration 17Q: 3 clusters Score -2096203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2096200.500000 Penalty: 4854.690918
	Iteration 18Q: 3 clusters Score -2096200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2096203.000000 Penalty: 4854.690918
	Iteration 19Q: 3 clusters Score -2096203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2096204.125000 Penalty: 4854.690918
	Iteration 20F: 3 clusters Score -2096204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2096215.625000 Penalty: 4854.690918
	Iteration 21Q: 3 clusters Score -2096216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2096211.625000 Penalty: 4854.690918
	Iteration 22Q: 3 clusters Score -2096212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2096220.625000 Penalty: 4854.690918
	Iteration 23Q: 3 clusters Score -2096221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2096222.625000 Penalty: 4854.690918
	Iteration 24Q: 3 clusters Score -2096223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2096222.125000 Penalty: 4854.690918
	Iteration 25Q: 3 clusters Score -2096222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2096218.625000 Penalty: 4854.690918
	Iteration 26Q: 3 clusters Score -2096219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2096219.250000 Penalty: 4854.690918
	Iteration 27Q: 3 clusters Score -2096219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2096223.875000 Penalty: 4854.690918
	Iteration 28Q: 3 clusters Score -2096224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2096223.875000 Penalty: 4854.690918
	Iteration 29Q: 3 clusters Score -2096224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2096224.625000 Penalty: 4854.690918
	Iteration 30Q: 3 clusters Score -2096225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2096227.250000 Penalty: 4854.690918
	Iteration 31Q: 3 clusters Score -2096227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2096225.750000 Penalty: 4854.690918
	Iteration 32Q: 3 clusters Score -2096226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2096230.625000 Penalty: 4854.690918
	Iteration 33Q: 3 clusters Score -2096231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2096227.625000 Penalty: 4854.690918
	Iteration 34Q: 3 clusters Score -2096228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2096227.625000 Penalty: 4854.690918
	Iteration 35Q: 3 clusters Score -2096228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2096232.375000 Penalty: 4854.690918
	Iteration 36Q: 3 clusters Score -2096232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2096229.875000 Penalty: 4854.690918
	Iteration 37Q: 3 clusters Score -2096230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2096227.500000 Penalty: 4854.690918
	Iteration 38Q: 3 clusters Score -2096228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2096228.500000 Penalty: 4854.690918
	Iteration 39Q: 3 clusters Score -2096228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2096229.875000 Penalty: 4854.690918
	Iteration 40F: 3 clusters Score -2096230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2096230.625000 Penalty: 4854.690918
	Iteration 41Q: 3 clusters Score -2096231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2096229.500000 Penalty: 4854.690918
	Iteration 42Q: 3 clusters Score -2096230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2096232.000000 Penalty: 4854.690918
	Iteration 43Q: 3 clusters Score -2096232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2096229.750000 Penalty: 4854.690918
	Iteration 44Q: 3 clusters Score -2096230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2096229.750000 Penalty: 4854.690918
	Iteration 45F: 3 clusters Score -2096230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Entering Unmasked Estep 
Score: -513084.593750 Penalty: 2080.448486
	Iteration 0F: 2 clusters Score -513084.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -508935.406250 Penalty: 4160.896973
	Iteration 0F: 3 clusters Score -508935.4 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -509851.031250 Penalty: 4160.896973
	Iteration 1F: 3 clusters Score -509851 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -510082.125000 Penalty: 4160.896973
	Iteration 2F: 3 clusters Score -510082.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -510264.125000 Penalty: 4160.896973
	Iteration 3F: 3 clusters Score -510264.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -510413.125000 Penalty: 4160.896973
	Iteration 4F: 3 clusters Score -510413.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -510539.187500 Penalty: 4160.896973
	Iteration 5Q: 3 clusters Score -510539.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -510647.500000 Penalty: 4160.896973
	Iteration 6Q: 3 clusters Score -510647.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -510751.343750 Penalty: 4160.896973
	Iteration 7Q: 3 clusters Score -510751.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -510839.093750 Penalty: 4160.896973
	Iteration 8Q: 3 clusters Score -510839.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -510913.843750 Penalty: 4160.896973
	Iteration 9Q: 3 clusters Score -510913.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -510978.656250 Penalty: 4160.896973
	Iteration 10Q: 3 clusters Score -510978.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -511036.062500 Penalty: 4160.896973
	Iteration 11Q: 3 clusters Score -511036.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -511089.031250 Penalty: 4160.896973
	Iteration 12Q: 3 clusters Score -511089 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -511130.218750 Penalty: 4160.896973
	Iteration 13Q: 3 clusters Score -511130.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -511165.156250 Penalty: 4160.896973
	Iteration 14Q: 3 clusters Score -511165.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -511188.343750 Penalty: 4160.896973
	Iteration 15Q: 3 clusters Score -511188.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -511210.781250 Penalty: 4160.896973
	Iteration 16Q: 3 clusters Score -511210.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -511228.562500 Penalty: 4160.896973
	Iteration 17Q: 3 clusters Score -511228.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -511244.343750 Penalty: 4160.896973
	Iteration 18Q: 3 clusters Score -511244.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -511256.468750 Penalty: 4160.896973
	Iteration 19Q: 3 clusters Score -511256.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -511264.968750 Penalty: 4160.896973
	Iteration 20F: 3 clusters Score -511265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -511272.187500 Penalty: 4160.896973
	Iteration 21Q: 3 clusters Score -511272.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -511281.562500 Penalty: 4160.896973
	Iteration 22Q: 3 clusters Score -511281.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -511288.937500 Penalty: 4160.896973
	Iteration 23Q: 3 clusters Score -511288.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -511296.468750 Penalty: 4160.896973
	Iteration 24Q: 3 clusters Score -511296.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -511303.062500 Penalty: 4160.896973
	Iteration 25Q: 3 clusters Score -511303.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -511308.625000 Penalty: 4160.896973
	Iteration 26Q: 3 clusters Score -511308.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -511311.093750 Penalty: 4160.896973
	Iteration 27Q: 3 clusters Score -511311.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -511312.812500 Penalty: 4160.896973
	Iteration 28Q: 3 clusters Score -511312.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -511316.843750 Penalty: 4160.896973
	Iteration 29Q: 3 clusters Score -511316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -511318.781250 Penalty: 4160.896973
	Iteration 30Q: 3 clusters Score -511318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -511319.781250 Penalty: 4160.896973
	Iteration 31Q: 3 clusters Score -511319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -511322.031250 Penalty: 4160.896973
	Iteration 32Q: 3 clusters Score -511322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -511323.843750 Penalty: 4160.896973
	Iteration 33Q: 3 clusters Score -511323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -511324.968750 Penalty: 4160.896973
	Iteration 34Q: 3 clusters Score -511325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -511327.000000 Penalty: 4160.896973
	Iteration 35Q: 3 clusters Score -511327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -511329.500000 Penalty: 4160.896973
	Iteration 36Q: 3 clusters Score -511329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -511330.656250 Penalty: 4160.896973
	Iteration 37Q: 3 clusters Score -511330.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -511334.531250 Penalty: 4160.896973
	Iteration 38Q: 3 clusters Score -511334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -511336.718750 Penalty: 4160.896973
	Iteration 39Q: 3 clusters Score -511336.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -511340.000000 Penalty: 4160.896973
	Iteration 40F: 3 clusters Score -511340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -511341.406250 Penalty: 4160.896973
	Iteration 41Q: 3 clusters Score -511341.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -511346.718750 Penalty: 4160.896973
	Iteration 42Q: 3 clusters Score -511346.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -511354.281250 Penalty: 4160.896973
	Iteration 43Q: 3 clusters Score -511354.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -511367.937500 Penalty: 4160.896973
	Iteration 44Q: 3 clusters Score -511367.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -511376.875000 Penalty: 4160.896973
	Iteration 45Q: 3 clusters Score -511376.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -511382.656250 Penalty: 4160.896973
	Iteration 46Q: 3 clusters Score -511382.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -511387.906250 Penalty: 4160.896973
	Iteration 47Q: 3 clusters Score -511387.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -511393.968750 Penalty: 4160.896973
	Iteration 48Q: 3 clusters Score -511394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -511398.156250 Penalty: 4160.896973
	Iteration 49Q: 3 clusters Score -511398.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -511402.593750 Penalty: 4160.896973
	Iteration 50Q: 3 clusters Score -511402.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -511407.875000 Penalty: 4160.896973
	Iteration 51Q: 3 clusters Score -511407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -511409.906250 Penalty: 4160.896973
	Iteration 52Q: 3 clusters Score -511409.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -511412.875000 Penalty: 4160.896973
	Iteration 53Q: 3 clusters Score -511412.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -511416.437500 Penalty: 4160.896973
	Iteration 54Q: 3 clusters Score -511416.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -511418.218750 Penalty: 4160.896973
	Iteration 55Q: 3 clusters Score -511418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -511422.781250 Penalty: 4160.896973
	Iteration 56Q: 3 clusters Score -511422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -511425.812500 Penalty: 4160.896973
	Iteration 57Q: 3 clusters Score -511425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -511430.218750 Penalty: 4160.896973
	Iteration 58Q: 3 clusters Score -511430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -511436.281250 Penalty: 4160.896973
	Iteration 59Q: 3 clusters Score -511436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -511435.937500 Penalty: 4160.896973
	Iteration 60F: 3 clusters Score -511435.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -511438.031250 Penalty: 4160.896973
	Iteration 61Q: 3 clusters Score -511438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -511439.343750 Penalty: 4160.896973
	Iteration 62Q: 3 clusters Score -511439.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -511439.437500 Penalty: 4160.896973
	Iteration 63Q: 3 clusters Score -511439.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -511439.906250 Penalty: 4160.896973
	Iteration 64Q: 3 clusters Score -511439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -511440.031250 Penalty: 4160.896973
	Iteration 65Q: 3 clusters Score -511440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -511440.031250 Penalty: 4160.896973
	Iteration 66F: 3 clusters Score -511440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (155351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155351 members 
Entering Unmasked Estep 
Score: -18528118.000000 Penalty: 2964.453857
	Iteration 0F: 2 clusters Score -1.852812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -18424340.000000 Penalty: 5928.907715
	Iteration 0F: 3 clusters Score -1.842434e+07 nChanged 74594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78777 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -18468036.000000 Penalty: 5928.907715
	Iteration 1F: 3 clusters Score -1.846804e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -18469496.000000 Penalty: 5928.907715
	Iteration 2Q: 3 clusters Score -1.84695e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80240 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -18470964.000000 Penalty: 5928.907715
	Iteration 3Q: 3 clusters Score -1.847096e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 74263 members 
Entering Unmasked Estep 
Score: -18472798.000000 Penalty: 5928.907715
	Iteration 4Q: 3 clusters Score -1.84728e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -18474718.000000 Penalty: 5928.907715
	Iteration 5Q: 3 clusters Score -1.847472e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -18477164.000000 Penalty: 5928.907715
	Iteration 6Q: 3 clusters Score -1.847716e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84095 members 
Mstep: Class 2 contains 71256 members 
Entering Unmasked Estep 
Score: -18480000.000000 Penalty: 5928.907715
	Iteration 7Q: 3 clusters Score -1.848e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -18483576.000000 Penalty: 5928.907715
	Iteration 8Q: 3 clusters Score -1.848358e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85735 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -18488300.000000 Penalty: 5928.907715
	Iteration 9F: 3 clusters Score -1.84883e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85964 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -18494432.000000 Penalty: 5928.907715
	Iteration 10F: 3 clusters Score -1.849443e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 69274 members 
Entering Unmasked Estep 
Score: -18500090.000000 Penalty: 5928.907715
	Iteration 11F: 3 clusters Score -1.850009e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -18503362.000000 Penalty: 5928.907715
	Iteration 12Q: 3 clusters Score -1.850336e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86968 members 
Mstep: Class 2 contains 68383 members 
Entering Unmasked Estep 
Score: -18504784.000000 Penalty: 5928.907715
	Iteration 13Q: 3 clusters Score -1.850478e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87533 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -18505614.000000 Penalty: 5928.907715
	Iteration 14Q: 3 clusters Score -1.850561e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -18506126.000000 Penalty: 5928.907715
	Iteration 15Q: 3 clusters Score -1.850613e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -18506554.000000 Penalty: 5928.907715
	Iteration 16Q: 3 clusters Score -1.850655e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -18506972.000000 Penalty: 5928.907715
	Iteration 17Q: 3 clusters Score -1.850697e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90353 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -18507392.000000 Penalty: 5928.907715
	Iteration 18Q: 3 clusters Score -1.850739e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -18507740.000000 Penalty: 5928.907715
	Iteration 19Q: 3 clusters Score -1.850774e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -18508050.000000 Penalty: 5928.907715
	Iteration 20F: 3 clusters Score -1.850805e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -18508362.000000 Penalty: 5928.907715
	Iteration 21Q: 3 clusters Score -1.850836e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -18508702.000000 Penalty: 5928.907715
	Iteration 22Q: 3 clusters Score -1.85087e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95115 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -18509022.000000 Penalty: 5928.907715
	Iteration 23Q: 3 clusters Score -1.850902e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -18509310.000000 Penalty: 5928.907715
	Iteration 24Q: 3 clusters Score -1.850931e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97294 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -18509604.000000 Penalty: 5928.907715
	Iteration 25Q: 3 clusters Score -1.85096e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98438 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -18509876.000000 Penalty: 5928.907715
	Iteration 26Q: 3 clusters Score -1.850988e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99606 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -18510036.000000 Penalty: 5928.907715
	Iteration 27Q: 3 clusters Score -1.851004e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100818 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -18510286.000000 Penalty: 5928.907715
	Iteration 28Q: 3 clusters Score -1.851029e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102036 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -18510498.000000 Penalty: 5928.907715
	Iteration 29Q: 3 clusters Score -1.85105e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -18510706.000000 Penalty: 5928.907715
	Iteration 30Q: 3 clusters Score -1.851071e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104598 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -18510928.000000 Penalty: 5928.907715
	Iteration 31Q: 3 clusters Score -1.851093e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105940 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -18511152.000000 Penalty: 5928.907715
	Iteration 32Q: 3 clusters Score -1.851115e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107218 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -18511422.000000 Penalty: 5928.907715
	Iteration 33Q: 3 clusters Score -1.851142e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108513 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -18511614.000000 Penalty: 5928.907715
	Iteration 34Q: 3 clusters Score -1.851161e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109854 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -18511830.000000 Penalty: 5928.907715
	Iteration 35Q: 3 clusters Score -1.851183e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111238 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -18512094.000000 Penalty: 5928.907715
	Iteration 36Q: 3 clusters Score -1.851209e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112672 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -18512254.000000 Penalty: 5928.907715
	Iteration 37Q: 3 clusters Score -1.851225e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114176 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -18512456.000000 Penalty: 5928.907715
	Iteration 38Q: 3 clusters Score -1.851246e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115780 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -18512748.000000 Penalty: 5928.907715
	Iteration 39Q: 3 clusters Score -1.851275e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117469 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -18513180.000000 Penalty: 5928.907715
	Iteration 40F: 3 clusters Score -1.851318e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119204 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -18513494.000000 Penalty: 5928.907715
	Iteration 41Q: 3 clusters Score -1.851349e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121054 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -18513932.000000 Penalty: 5928.907715
	Iteration 42Q: 3 clusters Score -1.851393e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122956 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -18514330.000000 Penalty: 5928.907715
	Iteration 43Q: 3 clusters Score -1.851433e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124958 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -18514826.000000 Penalty: 5928.907715
	Iteration 44Q: 3 clusters Score -1.851483e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126961 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -18515372.000000 Penalty: 5928.907715
	Iteration 45Q: 3 clusters Score -1.851537e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129045 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -18516020.000000 Penalty: 5928.907715
	Iteration 46Q: 3 clusters Score -1.851602e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131169 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -18516608.000000 Penalty: 5928.907715
	Iteration 47Q: 3 clusters Score -1.851661e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133314 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -18517368.000000 Penalty: 5928.907715
	Iteration 48Q: 3 clusters Score -1.851737e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135462 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -18518142.000000 Penalty: 5928.907715
	Iteration 49Q: 3 clusters Score -1.851814e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137567 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -18518828.000000 Penalty: 5928.907715
	Iteration 50Q: 3 clusters Score -1.851883e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139598 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -18519598.000000 Penalty: 5928.907715
	Iteration 51Q: 3 clusters Score -1.85196e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141513 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -18520312.000000 Penalty: 5928.907715
	Iteration 52Q: 3 clusters Score -1.852031e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -18521034.000000 Penalty: 5928.907715
	Iteration 53Q: 3 clusters Score -1.852103e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144949 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -18521658.000000 Penalty: 5928.907715
	Iteration 54Q: 3 clusters Score -1.852166e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146463 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -18522274.000000 Penalty: 5928.907715
	Iteration 55Q: 3 clusters Score -1.852227e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147801 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -18522814.000000 Penalty: 5928.907715
	Iteration 56Q: 3 clusters Score -1.852281e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148976 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -18523246.000000 Penalty: 5928.907715
	Iteration 57Q: 3 clusters Score -1.852325e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150039 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -18523720.000000 Penalty: 5928.907715
	Iteration 58Q: 3 clusters Score -1.852372e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150925 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -18524110.000000 Penalty: 5928.907715
	Iteration 59Q: 3 clusters Score -1.852411e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -18524400.000000 Penalty: 5928.907715
	Iteration 60F: 3 clusters Score -1.85244e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152181 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -18524666.000000 Penalty: 5928.907715
	Iteration 61Q: 3 clusters Score -1.852467e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152635 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -18524854.000000 Penalty: 5928.907715
	Iteration 62Q: 3 clusters Score -1.852485e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153009 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -18525006.000000 Penalty: 5928.907715
	Iteration 63Q: 3 clusters Score -1.852501e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153300 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -18525146.000000 Penalty: 5928.907715
	Iteration 64Q: 3 clusters Score -1.852515e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153522 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -18525242.000000 Penalty: 5928.907715
	Iteration 65Q: 3 clusters Score -1.852524e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153724 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -18525334.000000 Penalty: 5928.907715
	Iteration 66Q: 3 clusters Score -1.852533e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153866 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -18525392.000000 Penalty: 5928.907715
	Iteration 67Q: 3 clusters Score -1.852539e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153978 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -18525422.000000 Penalty: 5928.907715
	Iteration 68Q: 3 clusters Score -1.852542e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154065 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -18525466.000000 Penalty: 5928.907715
	Iteration 69Q: 3 clusters Score -1.852547e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154129 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -18525496.000000 Penalty: 5928.907715
	Iteration 70Q: 3 clusters Score -1.85255e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154164 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -18525516.000000 Penalty: 5928.907715
	Iteration 71Q: 3 clusters Score -1.852552e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154191 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -18525532.000000 Penalty: 5928.907715
	Iteration 72Q: 3 clusters Score -1.852553e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154212 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -18525548.000000 Penalty: 5928.907715
	Iteration 73Q: 3 clusters Score -1.852555e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154233 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -18525560.000000 Penalty: 5928.907715
	Iteration 74Q: 3 clusters Score -1.852556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154254 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -18525550.000000 Penalty: 5928.907715
	Iteration 75Q: 3 clusters Score -1.852555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154270 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -18525540.000000 Penalty: 5928.907715
	Iteration 76Q: 3 clusters Score -1.852554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154286 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -18525554.000000 Penalty: 5928.907715
	Iteration 77Q: 3 clusters Score -1.852555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154299 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -18525562.000000 Penalty: 5928.907715
	Iteration 78Q: 3 clusters Score -1.852556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154309 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -18525566.000000 Penalty: 5928.907715
	Iteration 79Q: 3 clusters Score -1.852557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154328 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -18525596.000000 Penalty: 5928.907715
	Iteration 80F: 3 clusters Score -1.85256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154346 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -18525580.000000 Penalty: 5928.907715
	Iteration 81Q: 3 clusters Score -1.852558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -18525604.000000 Penalty: 5928.907715
	Iteration 82Q: 3 clusters Score -1.85256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154373 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -18525618.000000 Penalty: 5928.907715
	Iteration 83Q: 3 clusters Score -1.852562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154383 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -18525608.000000 Penalty: 5928.907715
	Iteration 84Q: 3 clusters Score -1.852561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154387 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -18525618.000000 Penalty: 5928.907715
	Iteration 85Q: 3 clusters Score -1.852562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154396 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -18525628.000000 Penalty: 5928.907715
	Iteration 86Q: 3 clusters Score -1.852563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154400 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -18525616.000000 Penalty: 5928.907715
	Iteration 87Q: 3 clusters Score -1.852562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154401 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -18525624.000000 Penalty: 5928.907715
	Iteration 88Q: 3 clusters Score -1.852562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154402 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -18525624.000000 Penalty: 5928.907715
	Iteration 89Q: 3 clusters Score -1.852562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154402 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -18525624.000000 Penalty: 5928.907715
	Iteration 90F: 3 clusters Score -1.852562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Entering Unmasked Estep 
Score: -499828.875000 Penalty: 2077.041748
	Iteration 0F: 2 clusters Score -499828.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -495712.437500 Penalty: 4154.083496
	Iteration 0F: 3 clusters Score -495712.4 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -496673.218750 Penalty: 4154.083496
	Iteration 1F: 3 clusters Score -496673.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -496856.406250 Penalty: 4154.083496
	Iteration 2F: 3 clusters Score -496856.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -496949.750000 Penalty: 4154.083496
	Iteration 3Q: 3 clusters Score -496949.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -497021.718750 Penalty: 4154.083496
	Iteration 4Q: 3 clusters Score -497021.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -497071.031250 Penalty: 4154.083496
	Iteration 5Q: 3 clusters Score -497071 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -497120.187500 Penalty: 4154.083496
	Iteration 6Q: 3 clusters Score -497120.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -497163.437500 Penalty: 4154.083496
	Iteration 7Q: 3 clusters Score -497163.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -497185.750000 Penalty: 4154.083496
	Iteration 8Q: 3 clusters Score -497185.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -497206.437500 Penalty: 4154.083496
	Iteration 9Q: 3 clusters Score -497206.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -497231.437500 Penalty: 4154.083496
	Iteration 10Q: 3 clusters Score -497231.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -497250.750000 Penalty: 4154.083496
	Iteration 11Q: 3 clusters Score -497250.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -497269.625000 Penalty: 4154.083496
	Iteration 12Q: 3 clusters Score -497269.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -497283.468750 Penalty: 4154.083496
	Iteration 13Q: 3 clusters Score -497283.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -497299.125000 Penalty: 4154.083496
	Iteration 14Q: 3 clusters Score -497299.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -497318.000000 Penalty: 4154.083496
	Iteration 15Q: 3 clusters Score -497318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -497335.937500 Penalty: 4154.083496
	Iteration 16Q: 3 clusters Score -497335.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -497349.531250 Penalty: 4154.083496
	Iteration 17Q: 3 clusters Score -497349.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -497356.812500 Penalty: 4154.083496
	Iteration 18Q: 3 clusters Score -497356.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -497361.718750 Penalty: 4154.083496
	Iteration 19Q: 3 clusters Score -497361.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -497365.906250 Penalty: 4154.083496
	Iteration 20F: 3 clusters Score -497365.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -497370.312500 Penalty: 4154.083496
	Iteration 21Q: 3 clusters Score -497370.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -497374.093750 Penalty: 4154.083496
	Iteration 22Q: 3 clusters Score -497374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -497377.031250 Penalty: 4154.083496
	Iteration 23Q: 3 clusters Score -497377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -497381.218750 Penalty: 4154.083496
	Iteration 24Q: 3 clusters Score -497381.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -497385.218750 Penalty: 4154.083496
	Iteration 25Q: 3 clusters Score -497385.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -497391.562500 Penalty: 4154.083496
	Iteration 26Q: 3 clusters Score -497391.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -497396.500000 Penalty: 4154.083496
	Iteration 27Q: 3 clusters Score -497396.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -497401.281250 Penalty: 4154.083496
	Iteration 28Q: 3 clusters Score -497401.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -497406.937500 Penalty: 4154.083496
	Iteration 29Q: 3 clusters Score -497406.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -497415.937500 Penalty: 4154.083496
	Iteration 30Q: 3 clusters Score -497415.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -497428.468750 Penalty: 4154.083496
	Iteration 31Q: 3 clusters Score -497428.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -497440.375000 Penalty: 4154.083496
	Iteration 32Q: 3 clusters Score -497440.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -497454.250000 Penalty: 4154.083496
	Iteration 33Q: 3 clusters Score -497454.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -497467.562500 Penalty: 4154.083496
	Iteration 34Q: 3 clusters Score -497467.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -497483.187500 Penalty: 4154.083496
	Iteration 35Q: 3 clusters Score -497483.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -497499.906250 Penalty: 4154.083496
	Iteration 36Q: 3 clusters Score -497499.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -497513.156250 Penalty: 4154.083496
	Iteration 37Q: 3 clusters Score -497513.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -497526.343750 Penalty: 4154.083496
	Iteration 38Q: 3 clusters Score -497526.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -497536.031250 Penalty: 4154.083496
	Iteration 39Q: 3 clusters Score -497536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -497549.468750 Penalty: 4154.083496
	Iteration 40F: 3 clusters Score -497549.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -497563.968750 Penalty: 4154.083496
	Iteration 41Q: 3 clusters Score -497564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -497579.250000 Penalty: 4154.083496
	Iteration 42Q: 3 clusters Score -497579.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -497593.468750 Penalty: 4154.083496
	Iteration 43Q: 3 clusters Score -497593.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -497609.062500 Penalty: 4154.083496
	Iteration 44Q: 3 clusters Score -497609.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -497633.593750 Penalty: 4154.083496
	Iteration 45Q: 3 clusters Score -497633.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -497659.750000 Penalty: 4154.083496
	Iteration 46Q: 3 clusters Score -497659.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -497681.843750 Penalty: 4154.083496
	Iteration 47Q: 3 clusters Score -497681.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -497696.093750 Penalty: 4154.083496
	Iteration 48Q: 3 clusters Score -497696.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -497710.625000 Penalty: 4154.083496
	Iteration 49Q: 3 clusters Score -497710.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -497730.406250 Penalty: 4154.083496
	Iteration 50Q: 3 clusters Score -497730.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -497742.875000 Penalty: 4154.083496
	Iteration 51Q: 3 clusters Score -497742.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -497754.562500 Penalty: 4154.083496
	Iteration 52Q: 3 clusters Score -497754.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -497760.093750 Penalty: 4154.083496
	Iteration 53Q: 3 clusters Score -497760.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -497768.906250 Penalty: 4154.083496
	Iteration 54Q: 3 clusters Score -497768.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -497782.156250 Penalty: 4154.083496
	Iteration 55Q: 3 clusters Score -497782.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -497796.062500 Penalty: 4154.083496
	Iteration 56Q: 3 clusters Score -497796.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -497806.468750 Penalty: 4154.083496
	Iteration 57Q: 3 clusters Score -497806.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -497818.218750 Penalty: 4154.083496
	Iteration 58Q: 3 clusters Score -497818.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -497830.812500 Penalty: 4154.083496
	Iteration 59Q: 3 clusters Score -497830.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -497842.312500 Penalty: 4154.083496
	Iteration 60F: 3 clusters Score -497842.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -497857.062500 Penalty: 4154.083496
	Iteration 61Q: 3 clusters Score -497857.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -497876.312500 Penalty: 4154.083496
	Iteration 62Q: 3 clusters Score -497876.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -497896.687500 Penalty: 4154.083496
	Iteration 63Q: 3 clusters Score -497896.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -497912.968750 Penalty: 4154.083496
	Iteration 64Q: 3 clusters Score -497913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -497928.000000 Penalty: 4154.083496
	Iteration 65Q: 3 clusters Score -497928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -497936.843750 Penalty: 4154.083496
	Iteration 66Q: 3 clusters Score -497936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -497942.281250 Penalty: 4154.083496
	Iteration 67Q: 3 clusters Score -497942.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -497943.312500 Penalty: 4154.083496
	Iteration 68Q: 3 clusters Score -497943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -497947.187500 Penalty: 4154.083496
	Iteration 69Q: 3 clusters Score -497947.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -497954.500000 Penalty: 4154.083496
	Iteration 70Q: 3 clusters Score -497954.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -497963.875000 Penalty: 4154.083496
	Iteration 71Q: 3 clusters Score -497963.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -497968.687500 Penalty: 4154.083496
	Iteration 72Q: 3 clusters Score -497968.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -497976.718750 Penalty: 4154.083496
	Iteration 73Q: 3 clusters Score -497976.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -497982.468750 Penalty: 4154.083496
	Iteration 74Q: 3 clusters Score -497982.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -497988.125000 Penalty: 4154.083496
	Iteration 75Q: 3 clusters Score -497988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -497990.031250 Penalty: 4154.083496
	Iteration 76Q: 3 clusters Score -497990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -497991.250000 Penalty: 4154.083496
	Iteration 77Q: 3 clusters Score -497991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -497991.250000 Penalty: 4154.083496
	Iteration 78F: 3 clusters Score -497991.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Entering Unmasked Estep 
Score: -1806011.875000 Penalty: 2387.596191
	Iteration 0F: 2 clusters Score -1806012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1794960.000000 Penalty: 4775.192383
	Iteration 0F: 3 clusters Score -1794960 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1798427.250000 Penalty: 4775.192383
	Iteration 1F: 3 clusters Score -1798427 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1798802.250000 Penalty: 4775.192383
	Iteration 2F: 3 clusters Score -1798802 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1799148.375000 Penalty: 4775.192383
	Iteration 3Q: 3 clusters Score -1799148 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1799452.125000 Penalty: 4775.192383
	Iteration 4Q: 3 clusters Score -1799452 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1799741.125000 Penalty: 4775.192383
	Iteration 5Q: 3 clusters Score -1799741 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1800060.500000 Penalty: 4775.192383
	Iteration 6Q: 3 clusters Score -1800060 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1800411.625000 Penalty: 4775.192383
	Iteration 7Q: 3 clusters Score -1800412 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1800844.125000 Penalty: 4775.192383
	Iteration 8Q: 3 clusters Score -1800844 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1801401.625000 Penalty: 4775.192383
	Iteration 9F: 3 clusters Score -1801402 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1802032.750000 Penalty: 4775.192383
	Iteration 10F: 3 clusters Score -1802033 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1802624.500000 Penalty: 4775.192383
	Iteration 11Q: 3 clusters Score -1802624 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1803088.625000 Penalty: 4775.192383
	Iteration 12Q: 3 clusters Score -1803089 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1803443.000000 Penalty: 4775.192383
	Iteration 13Q: 3 clusters Score -1803443 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1803688.375000 Penalty: 4775.192383
	Iteration 14Q: 3 clusters Score -1803688 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1803864.250000 Penalty: 4775.192383
	Iteration 15Q: 3 clusters Score -1803864 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1803968.250000 Penalty: 4775.192383
	Iteration 16Q: 3 clusters Score -1803968 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1804040.375000 Penalty: 4775.192383
	Iteration 17Q: 3 clusters Score -1804040 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1804091.875000 Penalty: 4775.192383
	Iteration 18Q: 3 clusters Score -1804092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1804125.125000 Penalty: 4775.192383
	Iteration 19Q: 3 clusters Score -1804125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1804147.750000 Penalty: 4775.192383
	Iteration 20F: 3 clusters Score -1804148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1804172.125000 Penalty: 4775.192383
	Iteration 21Q: 3 clusters Score -1804172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1804182.625000 Penalty: 4775.192383
	Iteration 22Q: 3 clusters Score -1804183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1804190.250000 Penalty: 4775.192383
	Iteration 23Q: 3 clusters Score -1804190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1804198.625000 Penalty: 4775.192383
	Iteration 24Q: 3 clusters Score -1804199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1804206.250000 Penalty: 4775.192383
	Iteration 25Q: 3 clusters Score -1804206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1804213.375000 Penalty: 4775.192383
	Iteration 26Q: 3 clusters Score -1804213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1804220.750000 Penalty: 4775.192383
	Iteration 27Q: 3 clusters Score -1804221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1804228.125000 Penalty: 4775.192383
	Iteration 28Q: 3 clusters Score -1804228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1804234.625000 Penalty: 4775.192383
	Iteration 29Q: 3 clusters Score -1804235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1804243.750000 Penalty: 4775.192383
	Iteration 30Q: 3 clusters Score -1804244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1804248.000000 Penalty: 4775.192383
	Iteration 31Q: 3 clusters Score -1804248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1804247.375000 Penalty: 4775.192383
	Iteration 32Q: 3 clusters Score -1804247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1804247.250000 Penalty: 4775.192383
	Iteration 33Q: 3 clusters Score -1804247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1804247.875000 Penalty: 4775.192383
	Iteration 34Q: 3 clusters Score -1804248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1804250.625000 Penalty: 4775.192383
	Iteration 35Q: 3 clusters Score -1804251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1804250.625000 Penalty: 4775.192383
	Iteration 36F: 3 clusters Score -1804251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -75986.187500 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -75986.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -74343.789062 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -74343.79 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -74739.859375 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -74739.86 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -74932.710938 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -74932.71 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -75072.312500 Penalty: 3325.389648
	Iteration 3F: 3 clusters Score -75072.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -75193.062500 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -75193.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75274.820312 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -75274.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -75333.546875 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -75333.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -75388.890625 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -75388.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -75487.335938 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -75487.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -75645.984375 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -75645.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -75772.453125 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -75772.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -75807.546875 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -75807.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -75836.062500 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -75836.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -75850.835938 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -75850.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -75852.070312 Penalty: 3325.389648
	Iteration 14Q: 3 clusters Score -75852.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -75855.414062 Penalty: 3325.389648
	Iteration 15Q: 3 clusters Score -75855.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -75858.539062 Penalty: 3325.389648
	Iteration 16Q: 3 clusters Score -75858.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -75858.539062 Penalty: 3325.389648
	Iteration 17F: 3 clusters Score -75858.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Entering Unmasked Estep 
Score: -2432082.750000 Penalty: 2465.182861
	Iteration 0F: 2 clusters Score -2432083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2417545.000000 Penalty: 4930.365723
	Iteration 0F: 3 clusters Score -2417545 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2422506.750000 Penalty: 4930.365723
	Iteration 1F: 3 clusters Score -2422507 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2422951.500000 Penalty: 4930.365723
	Iteration 2F: 3 clusters Score -2422952 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2423334.750000 Penalty: 4930.365723
	Iteration 3Q: 3 clusters Score -2423335 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2423676.500000 Penalty: 4930.365723
	Iteration 4Q: 3 clusters Score -2423676 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2424077.750000 Penalty: 4930.365723
	Iteration 5Q: 3 clusters Score -2424078 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2424521.250000 Penalty: 4930.365723
	Iteration 6Q: 3 clusters Score -2424521 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2425071.750000 Penalty: 4930.365723
	Iteration 7Q: 3 clusters Score -2425072 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2425774.250000 Penalty: 4930.365723
	Iteration 8F: 3 clusters Score -2425774 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2426602.500000 Penalty: 4930.365723
	Iteration 9F: 3 clusters Score -2426602 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2427465.750000 Penalty: 4930.365723
	Iteration 10F: 3 clusters Score -2427466 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2428264.500000 Penalty: 4930.365723
	Iteration 11Q: 3 clusters Score -2428264 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2428864.750000 Penalty: 4930.365723
	Iteration 12Q: 3 clusters Score -2428865 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2429256.750000 Penalty: 4930.365723
	Iteration 13Q: 3 clusters Score -2429257 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2429536.250000 Penalty: 4930.365723
	Iteration 14Q: 3 clusters Score -2429536 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2429747.000000 Penalty: 4930.365723
	Iteration 15Q: 3 clusters Score -2429747 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2429864.000000 Penalty: 4930.365723
	Iteration 16Q: 3 clusters Score -2429864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2429935.250000 Penalty: 4930.365723
	Iteration 17Q: 3 clusters Score -2429935 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2429981.250000 Penalty: 4930.365723
	Iteration 18Q: 3 clusters Score -2429981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2430003.500000 Penalty: 4930.365723
	Iteration 19Q: 3 clusters Score -2430004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2430027.500000 Penalty: 4930.365723
	Iteration 20F: 3 clusters Score -2430028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2430041.000000 Penalty: 4930.365723
	Iteration 21Q: 3 clusters Score -2430041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2430045.250000 Penalty: 4930.365723
	Iteration 22Q: 3 clusters Score -2430045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2430048.500000 Penalty: 4930.365723
	Iteration 23Q: 3 clusters Score -2430048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2430052.500000 Penalty: 4930.365723
	Iteration 24Q: 3 clusters Score -2430052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2430054.250000 Penalty: 4930.365723
	Iteration 25Q: 3 clusters Score -2430054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2430054.250000 Penalty: 4930.365723
	Iteration 26F: 3 clusters Score -2430054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (110261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110261 members 
Entering Unmasked Estep 
Score: -12957042.000000 Penalty: 2879.430176
	Iteration 0F: 2 clusters Score -1.295704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -12883359.000000 Penalty: 5758.860352
	Iteration 0F: 3 clusters Score -1.288336e+07 nChanged 52215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -12913102.000000 Penalty: 5758.860352
	Iteration 1F: 3 clusters Score -1.29131e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 60444 members 
Entering Unmasked Estep 
Score: -12914069.000000 Penalty: 5758.860352
	Iteration 2Q: 3 clusters Score -1.291407e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -12915371.000000 Penalty: 5758.860352
	Iteration 3Q: 3 clusters Score -1.291537e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -12917615.000000 Penalty: 5758.860352
	Iteration 4Q: 3 clusters Score -1.291762e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
Score: -12921325.000000 Penalty: 5758.860352
	Iteration 5F: 3 clusters Score -1.292132e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
Score: -12928177.000000 Penalty: 5758.860352
	Iteration 6F: 3 clusters Score -1.292818e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 93178 members 
Entering Unmasked Estep 
Score: -12937723.000000 Penalty: 5758.860352
	Iteration 7F: 3 clusters Score -1.293772e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 101962 members 
Entering Unmasked Estep 
Score: -12946653.000000 Penalty: 5758.860352
	Iteration 8F: 3 clusters Score -1.294665e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 107127 members 
Entering Unmasked Estep 
Score: -12951837.000000 Penalty: 5758.860352
	Iteration 9Q: 3 clusters Score -1.295184e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 109136 members 
Entering Unmasked Estep 
Score: -12953664.000000 Penalty: 5758.860352
	Iteration 10Q: 3 clusters Score -1.295366e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 109719 members 
Entering Unmasked Estep 
Score: -12954242.000000 Penalty: 5758.860352
	Iteration 11Q: 3 clusters Score -1.295424e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 109885 members 
Entering Unmasked Estep 
Score: -12954438.000000 Penalty: 5758.860352
	Iteration 12Q: 3 clusters Score -1.295444e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 109931 members 
Entering Unmasked Estep 
Score: -12954502.000000 Penalty: 5758.860352
	Iteration 13Q: 3 clusters Score -1.29545e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 109951 members 
Entering Unmasked Estep 
Score: -12954530.000000 Penalty: 5758.860352
	Iteration 14Q: 3 clusters Score -1.295453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 109954 members 
Entering Unmasked Estep 
Score: -12954540.000000 Penalty: 5758.860352
	Iteration 15Q: 3 clusters Score -1.295454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 109961 members 
Entering Unmasked Estep 
Score: -12954536.000000 Penalty: 5758.860352
	Iteration 16Q: 3 clusters Score -1.295454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 109962 members 
Entering Unmasked Estep 
Score: -12954549.000000 Penalty: 5758.860352
	Iteration 17Q: 3 clusters Score -1.295455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 109963 members 
Entering Unmasked Estep 
Score: -12954567.000000 Penalty: 5758.860352
	Iteration 18Q: 3 clusters Score -1.295457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 109968 members 
Entering Unmasked Estep 
Score: -12954581.000000 Penalty: 5758.860352
	Iteration 19Q: 3 clusters Score -1.295458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 109970 members 
Entering Unmasked Estep 
Score: -12954600.000000 Penalty: 5758.860352
	Iteration 20F: 3 clusters Score -1.29546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 109972 members 
Entering Unmasked Estep 
Score: -12954607.000000 Penalty: 5758.860352
	Iteration 21Q: 3 clusters Score -1.295461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 109973 members 
Entering Unmasked Estep 
Score: -12954612.000000 Penalty: 5758.860352
	Iteration 22Q: 3 clusters Score -1.295461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 109976 members 
Entering Unmasked Estep 
Score: -12954616.000000 Penalty: 5758.860352
	Iteration 23Q: 3 clusters Score -1.295462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 109978 members 
Entering Unmasked Estep 
Score: -12954616.000000 Penalty: 5758.860352
	Iteration 24Q: 3 clusters Score -1.295462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 109979 members 
Entering Unmasked Estep 
Score: -12954615.000000 Penalty: 5758.860352
	Iteration 25Q: 3 clusters Score -1.295462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 109981 members 
Entering Unmasked Estep 
Score: -12954617.000000 Penalty: 5758.860352
	Iteration 26Q: 3 clusters Score -1.295462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 109981 members 
Entering Unmasked Estep 
Score: -12954617.000000 Penalty: 5758.860352
	Iteration 27F: 3 clusters Score -1.295462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (134678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134678 members 
Entering Unmasked Estep 
Score: -16209934.000000 Penalty: 2929.039307
	Iteration 0F: 2 clusters Score -1.620993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -16119591.000000 Penalty: 5858.078613
	Iteration 0F: 3 clusters Score -1.611959e+07 nChanged 64536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70355 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -16156963.000000 Penalty: 5858.078613
	Iteration 1F: 3 clusters Score -1.615696e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71930 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -16157959.000000 Penalty: 5858.078613
	Iteration 2Q: 3 clusters Score -1.615796e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74372 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -16159098.000000 Penalty: 5858.078613
	Iteration 3Q: 3 clusters Score -1.61591e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78006 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -16160762.000000 Penalty: 5858.078613
	Iteration 4Q: 3 clusters Score -1.616076e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83340 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -16163561.000000 Penalty: 5858.078613
	Iteration 5Q: 3 clusters Score -1.616356e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -16168250.000000 Penalty: 5858.078613
	Iteration 6F: 3 clusters Score -1.616825e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100369 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -16175528.000000 Penalty: 5858.078613
	Iteration 7F: 3 clusters Score -1.617553e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110920 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -16184685.000000 Penalty: 5858.078613
	Iteration 8F: 3 clusters Score -1.618468e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120910 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -16194365.000000 Penalty: 5858.078613
	Iteration 9F: 3 clusters Score -1.619436e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128234 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -16201678.000000 Penalty: 5858.078613
	Iteration 10F: 3 clusters Score -1.620168e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132128 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -16205192.000000 Penalty: 5858.078613
	Iteration 11Q: 3 clusters Score -1.620519e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133710 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -16206551.000000 Penalty: 5858.078613
	Iteration 12Q: 3 clusters Score -1.620655e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134209 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -16207020.000000 Penalty: 5858.078613
	Iteration 13Q: 3 clusters Score -1.620702e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134347 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -16207162.000000 Penalty: 5858.078613
	Iteration 14Q: 3 clusters Score -1.620716e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134402 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16207261.000000 Penalty: 5858.078613
	Iteration 15Q: 3 clusters Score -1.620726e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134424 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16207308.000000 Penalty: 5858.078613
	Iteration 16Q: 3 clusters Score -1.620731e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134438 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16207334.000000 Penalty: 5858.078613
	Iteration 17Q: 3 clusters Score -1.620733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134443 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16207364.000000 Penalty: 5858.078613
	Iteration 18Q: 3 clusters Score -1.620736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16207364.000000 Penalty: 5858.078613
	Iteration 19Q: 3 clusters Score -1.620736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134449 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16207359.000000 Penalty: 5858.078613
	Iteration 20F: 3 clusters Score -1.620736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134449 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16207372.000000 Penalty: 5858.078613
	Iteration 21Q: 3 clusters Score -1.620737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134451 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16207369.000000 Penalty: 5858.078613
	Iteration 22Q: 3 clusters Score -1.620737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134454 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16207384.000000 Penalty: 5858.078613
	Iteration 23Q: 3 clusters Score -1.620738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134458 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16207387.000000 Penalty: 5858.078613
	Iteration 24Q: 3 clusters Score -1.620739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134462 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16207385.000000 Penalty: 5858.078613
	Iteration 25Q: 3 clusters Score -1.620738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134462 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16207397.000000 Penalty: 5858.078613
	Iteration 26Q: 3 clusters Score -1.62074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134463 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16207397.000000 Penalty: 5858.078613
	Iteration 27Q: 3 clusters Score -1.62074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134463 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16207396.000000 Penalty: 5858.078613
	Iteration 28Q: 3 clusters Score -1.62074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134463 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16207396.000000 Penalty: 5858.078613
	Iteration 29F: 3 clusters Score -1.62074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Entering Unmasked Estep 
Score: -992275.187500 Penalty: 2238.134033
	Iteration 0F: 2 clusters Score -992275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -985721.625000 Penalty: 4476.268066
	Iteration 0F: 3 clusters Score -985721.6 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -987465.562500 Penalty: 4476.268066
	Iteration 1F: 3 clusters Score -987465.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -987736.062500 Penalty: 4476.268066
	Iteration 2F: 3 clusters Score -987736.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -987955.250000 Penalty: 4476.268066
	Iteration 3F: 3 clusters Score -987955.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -988160.875000 Penalty: 4476.268066
	Iteration 4Q: 3 clusters Score -988160.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -988333.437500 Penalty: 4476.268066
	Iteration 5Q: 3 clusters Score -988333.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -988478.000000 Penalty: 4476.268066
	Iteration 6Q: 3 clusters Score -988478 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -988630.000000 Penalty: 4476.268066
	Iteration 7Q: 3 clusters Score -988630 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -988785.500000 Penalty: 4476.268066
	Iteration 8Q: 3 clusters Score -988785.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -988953.812500 Penalty: 4476.268066
	Iteration 9Q: 3 clusters Score -988953.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -989093.187500 Penalty: 4476.268066
	Iteration 10Q: 3 clusters Score -989093.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -989219.250000 Penalty: 4476.268066
	Iteration 11Q: 3 clusters Score -989219.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -989338.250000 Penalty: 4476.268066
	Iteration 12Q: 3 clusters Score -989338.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -989454.062500 Penalty: 4476.268066
	Iteration 13Q: 3 clusters Score -989454.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -989591.812500 Penalty: 4476.268066
	Iteration 14Q: 3 clusters Score -989591.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -989742.812500 Penalty: 4476.268066
	Iteration 15Q: 3 clusters Score -989742.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -989872.812500 Penalty: 4476.268066
	Iteration 16Q: 3 clusters Score -989872.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -989980.125000 Penalty: 4476.268066
	Iteration 17Q: 3 clusters Score -989980.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -990086.562500 Penalty: 4476.268066
	Iteration 18Q: 3 clusters Score -990086.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -990172.750000 Penalty: 4476.268066
	Iteration 19Q: 3 clusters Score -990172.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -990256.187500 Penalty: 4476.268066
	Iteration 20F: 3 clusters Score -990256.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -990312.875000 Penalty: 4476.268066
	Iteration 21Q: 3 clusters Score -990312.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -990357.125000 Penalty: 4476.268066
	Iteration 22Q: 3 clusters Score -990357.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -990383.500000 Penalty: 4476.268066
	Iteration 23Q: 3 clusters Score -990383.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -990402.625000 Penalty: 4476.268066
	Iteration 24Q: 3 clusters Score -990402.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -990417.875000 Penalty: 4476.268066
	Iteration 25Q: 3 clusters Score -990417.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -990439.437500 Penalty: 4476.268066
	Iteration 26Q: 3 clusters Score -990439.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -990456.000000 Penalty: 4476.268066
	Iteration 27Q: 3 clusters Score -990456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -990468.062500 Penalty: 4476.268066
	Iteration 28Q: 3 clusters Score -990468.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -990477.687500 Penalty: 4476.268066
	Iteration 29Q: 3 clusters Score -990477.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -990482.750000 Penalty: 4476.268066
	Iteration 30Q: 3 clusters Score -990482.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -990483.937500 Penalty: 4476.268066
	Iteration 31Q: 3 clusters Score -990483.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -990485.687500 Penalty: 4476.268066
	Iteration 32Q: 3 clusters Score -990485.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -990490.000000 Penalty: 4476.268066
	Iteration 33Q: 3 clusters Score -990490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -990495.812500 Penalty: 4476.268066
	Iteration 34Q: 3 clusters Score -990495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -990496.375000 Penalty: 4476.268066
	Iteration 35Q: 3 clusters Score -990496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -990495.625000 Penalty: 4476.268066
	Iteration 36Q: 3 clusters Score -990495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -990496.437500 Penalty: 4476.268066
	Iteration 37Q: 3 clusters Score -990496.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -990498.187500 Penalty: 4476.268066
	Iteration 38Q: 3 clusters Score -990498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -990499.812500 Penalty: 4476.268066
	Iteration 39Q: 3 clusters Score -990499.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -990501.250000 Penalty: 4476.268066
	Iteration 40F: 3 clusters Score -990501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -990498.937500 Penalty: 4476.268066
	Iteration 41Q: 3 clusters Score -990498.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -990501.687500 Penalty: 4476.268066
	Iteration 42Q: 3 clusters Score -990501.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -990504.562500 Penalty: 4476.268066
	Iteration 43Q: 3 clusters Score -990504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -990506.125000 Penalty: 4476.268066
	Iteration 44Q: 3 clusters Score -990506.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -990505.500000 Penalty: 4476.268066
	Iteration 45Q: 3 clusters Score -990505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -990506.187500 Penalty: 4476.268066
	Iteration 46Q: 3 clusters Score -990506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -990505.125000 Penalty: 4476.268066
	Iteration 47Q: 3 clusters Score -990505.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -990506.500000 Penalty: 4476.268066
	Iteration 48Q: 3 clusters Score -990506.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -990505.562500 Penalty: 4476.268066
	Iteration 49Q: 3 clusters Score -990505.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -990505.562500 Penalty: 4476.268066
	Iteration 50F: 3 clusters Score -990505.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Entering Unmasked Estep 
Score: -11468740.000000 Penalty: 2845.375977
	Iteration 0F: 2 clusters Score -1.146874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -11404722.000000 Penalty: 5690.751953
	Iteration 0F: 3 clusters Score -1.140472e+07 nChanged 45190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -11430953.000000 Penalty: 5690.751953
	Iteration 1F: 3 clusters Score -1.143095e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -11432446.000000 Penalty: 5690.751953
	Iteration 2Q: 3 clusters Score -1.143245e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -11434506.000000 Penalty: 5690.751953
	Iteration 3F: 3 clusters Score -1.143451e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -11437705.000000 Penalty: 5690.751953
	Iteration 4F: 3 clusters Score -1.14377e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -11441638.000000 Penalty: 5690.751953
	Iteration 5F: 3 clusters Score -1.144164e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -11445946.000000 Penalty: 5690.751953
	Iteration 6F: 3 clusters Score -1.144595e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -11450238.000000 Penalty: 5690.751953
	Iteration 7F: 3 clusters Score -1.145024e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -11453988.000000 Penalty: 5690.751953
	Iteration 8F: 3 clusters Score -1.145399e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -11457389.000000 Penalty: 5690.751953
	Iteration 9Q: 3 clusters Score -1.145739e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -11460171.000000 Penalty: 5690.751953
	Iteration 10Q: 3 clusters Score -1.146017e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89238 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -11462318.000000 Penalty: 5690.751953
	Iteration 11Q: 3 clusters Score -1.146232e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -11463834.000000 Penalty: 5690.751953
	Iteration 12Q: 3 clusters Score -1.146383e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -11464822.000000 Penalty: 5690.751953
	Iteration 13Q: 3 clusters Score -1.146482e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93963 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -11465456.000000 Penalty: 5690.751953
	Iteration 14Q: 3 clusters Score -1.146546e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94540 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -11465849.000000 Penalty: 5690.751953
	Iteration 15Q: 3 clusters Score -1.146585e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94873 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11466063.000000 Penalty: 5690.751953
	Iteration 16Q: 3 clusters Score -1.146606e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11466258.000000 Penalty: 5690.751953
	Iteration 17Q: 3 clusters Score -1.146626e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95186 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11466369.000000 Penalty: 5690.751953
	Iteration 18Q: 3 clusters Score -1.146637e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95251 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11466417.000000 Penalty: 5690.751953
	Iteration 19Q: 3 clusters Score -1.146642e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95304 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11466460.000000 Penalty: 5690.751953
	Iteration 20F: 3 clusters Score -1.146646e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11466524.000000 Penalty: 5690.751953
	Iteration 21Q: 3 clusters Score -1.146652e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -11466567.000000 Penalty: 5690.751953
	Iteration 22Q: 3 clusters Score -1.146657e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95425 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11466592.000000 Penalty: 5690.751953
	Iteration 23Q: 3 clusters Score -1.146659e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95439 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -11466619.000000 Penalty: 5690.751953
	Iteration 24Q: 3 clusters Score -1.146662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95443 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -11466630.000000 Penalty: 5690.751953
	Iteration 25Q: 3 clusters Score -1.146663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11466630.000000 Penalty: 5690.751953
	Iteration 26Q: 3 clusters Score -1.146663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95457 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11466633.000000 Penalty: 5690.751953
	Iteration 27Q: 3 clusters Score -1.146663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11466644.000000 Penalty: 5690.751953
	Iteration 28Q: 3 clusters Score -1.146664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95465 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -11466641.000000 Penalty: 5690.751953
	Iteration 29Q: 3 clusters Score -1.146664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95468 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -11466643.000000 Penalty: 5690.751953
	Iteration 30Q: 3 clusters Score -1.146664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95470 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11466643.000000 Penalty: 5690.751953
	Iteration 31Q: 3 clusters Score -1.146664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11466641.000000 Penalty: 5690.751953
	Iteration 32Q: 3 clusters Score -1.146664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95475 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -11466635.000000 Penalty: 5690.751953
	Iteration 33Q: 3 clusters Score -1.146664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11466641.000000 Penalty: 5690.751953
	Iteration 34Q: 3 clusters Score -1.146664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95473 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11466643.000000 Penalty: 5690.751953
	Iteration 35Q: 3 clusters Score -1.146664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95473 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11466643.000000 Penalty: 5690.751953
	Iteration 36F: 3 clusters Score -1.146664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -338921.718750 Penalty: 1986.816162
	Iteration 0F: 2 clusters Score -338921.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -335619.718750 Penalty: 3973.632324
	Iteration 0F: 3 clusters Score -335619.7 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -336217.562500 Penalty: 3973.632324
	Iteration 1F: 3 clusters Score -336217.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -336388.937500 Penalty: 3973.632324
	Iteration 2F: 3 clusters Score -336388.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -336491.968750 Penalty: 3973.632324
	Iteration 3F: 3 clusters Score -336492 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -336558.125000 Penalty: 3973.632324
	Iteration 4Q: 3 clusters Score -336558.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -336606.312500 Penalty: 3973.632324
	Iteration 5Q: 3 clusters Score -336606.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -336636.968750 Penalty: 3973.632324
	Iteration 6Q: 3 clusters Score -336637 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -336667.500000 Penalty: 3973.632324
	Iteration 7Q: 3 clusters Score -336667.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -336692.531250 Penalty: 3973.632324
	Iteration 8Q: 3 clusters Score -336692.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -336713.843750 Penalty: 3973.632324
	Iteration 9Q: 3 clusters Score -336713.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -336730.968750 Penalty: 3973.632324
	Iteration 10Q: 3 clusters Score -336731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -336744.125000 Penalty: 3973.632324
	Iteration 11Q: 3 clusters Score -336744.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -336754.031250 Penalty: 3973.632324
	Iteration 12Q: 3 clusters Score -336754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -336759.125000 Penalty: 3973.632324
	Iteration 13Q: 3 clusters Score -336759.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -336762.187500 Penalty: 3973.632324
	Iteration 14Q: 3 clusters Score -336762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -336763.687500 Penalty: 3973.632324
	Iteration 15Q: 3 clusters Score -336763.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -336765.468750 Penalty: 3973.632324
	Iteration 16Q: 3 clusters Score -336765.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -336765.437500 Penalty: 3973.632324
	Iteration 17Q: 3 clusters Score -336765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -336765.406250 Penalty: 3973.632324
	Iteration 18Q: 3 clusters Score -336765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -336766.281250 Penalty: 3973.632324
	Iteration 19Q: 3 clusters Score -336766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -336768.031250 Penalty: 3973.632324
	Iteration 20F: 3 clusters Score -336768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -336769.281250 Penalty: 3973.632324
	Iteration 21Q: 3 clusters Score -336769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -336770.718750 Penalty: 3973.632324
	Iteration 22Q: 3 clusters Score -336770.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -336771.031250 Penalty: 3973.632324
	Iteration 23Q: 3 clusters Score -336771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -336770.906250 Penalty: 3973.632324
	Iteration 24Q: 3 clusters Score -336770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -336770.906250 Penalty: 3973.632324
	Iteration 25F: 3 clusters Score -336770.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Entering Unmasked Estep 
Score: -659818.875000 Penalty: 2161.741455
	Iteration 0F: 2 clusters Score -659818.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -654661.125000 Penalty: 4323.482910
	Iteration 0F: 3 clusters Score -654661.1 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -656025.125000 Penalty: 4323.482910
	Iteration 1F: 3 clusters Score -656025.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -656330.937500 Penalty: 4323.482910
	Iteration 2F: 3 clusters Score -656330.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -656552.687500 Penalty: 4323.482910
	Iteration 3F: 3 clusters Score -656552.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -656731.875000 Penalty: 4323.482910
	Iteration 4Q: 3 clusters Score -656731.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -656890.250000 Penalty: 4323.482910
	Iteration 5Q: 3 clusters Score -656890.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -657010.812500 Penalty: 4323.482910
	Iteration 6Q: 3 clusters Score -657010.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -657115.250000 Penalty: 4323.482910
	Iteration 7Q: 3 clusters Score -657115.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -657227.250000 Penalty: 4323.482910
	Iteration 8Q: 3 clusters Score -657227.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -657352.187500 Penalty: 4323.482910
	Iteration 9Q: 3 clusters Score -657352.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -657467.437500 Penalty: 4323.482910
	Iteration 10Q: 3 clusters Score -657467.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -657574.687500 Penalty: 4323.482910
	Iteration 11Q: 3 clusters Score -657574.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -657676.437500 Penalty: 4323.482910
	Iteration 12Q: 3 clusters Score -657676.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -657769.500000 Penalty: 4323.482910
	Iteration 13Q: 3 clusters Score -657769.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -657846.687500 Penalty: 4323.482910
	Iteration 14Q: 3 clusters Score -657846.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -657903.875000 Penalty: 4323.482910
	Iteration 15Q: 3 clusters Score -657903.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -657950.125000 Penalty: 4323.482910
	Iteration 16Q: 3 clusters Score -657950.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -658007.250000 Penalty: 4323.482910
	Iteration 17Q: 3 clusters Score -658007.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -658058.562500 Penalty: 4323.482910
	Iteration 18Q: 3 clusters Score -658058.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -658120.500000 Penalty: 4323.482910
	Iteration 19Q: 3 clusters Score -658120.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -658195.750000 Penalty: 4323.482910
	Iteration 20F: 3 clusters Score -658195.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -658257.000000 Penalty: 4323.482910
	Iteration 21Q: 3 clusters Score -658257 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -658311.187500 Penalty: 4323.482910
	Iteration 22Q: 3 clusters Score -658311.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -658374.187500 Penalty: 4323.482910
	Iteration 23Q: 3 clusters Score -658374.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -658434.937500 Penalty: 4323.482910
	Iteration 24Q: 3 clusters Score -658434.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -658494.125000 Penalty: 4323.482910
	Iteration 25Q: 3 clusters Score -658494.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -658545.312500 Penalty: 4323.482910
	Iteration 26Q: 3 clusters Score -658545.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -658585.500000 Penalty: 4323.482910
	Iteration 27Q: 3 clusters Score -658585.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -658615.500000 Penalty: 4323.482910
	Iteration 28Q: 3 clusters Score -658615.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -658636.500000 Penalty: 4323.482910
	Iteration 29Q: 3 clusters Score -658636.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -658653.812500 Penalty: 4323.482910
	Iteration 30Q: 3 clusters Score -658653.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -658671.062500 Penalty: 4323.482910
	Iteration 31Q: 3 clusters Score -658671.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -658688.375000 Penalty: 4323.482910
	Iteration 32Q: 3 clusters Score -658688.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -658702.562500 Penalty: 4323.482910
	Iteration 33Q: 3 clusters Score -658702.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -658717.562500 Penalty: 4323.482910
	Iteration 34Q: 3 clusters Score -658717.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -658734.875000 Penalty: 4323.482910
	Iteration 35Q: 3 clusters Score -658734.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -658749.375000 Penalty: 4323.482910
	Iteration 36Q: 3 clusters Score -658749.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -658761.812500 Penalty: 4323.482910
	Iteration 37Q: 3 clusters Score -658761.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -658770.375000 Penalty: 4323.482910
	Iteration 38Q: 3 clusters Score -658770.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -658779.187500 Penalty: 4323.482910
	Iteration 39Q: 3 clusters Score -658779.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -658803.687500 Penalty: 4323.482910
	Iteration 40F: 3 clusters Score -658803.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -658820.062500 Penalty: 4323.482910
	Iteration 41Q: 3 clusters Score -658820.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -658838.937500 Penalty: 4323.482910
	Iteration 42Q: 3 clusters Score -658838.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -658849.750000 Penalty: 4323.482910
	Iteration 43Q: 3 clusters Score -658849.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -658859.125000 Penalty: 4323.482910
	Iteration 44Q: 3 clusters Score -658859.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -658868.937500 Penalty: 4323.482910
	Iteration 45Q: 3 clusters Score -658868.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -658878.875000 Penalty: 4323.482910
	Iteration 46Q: 3 clusters Score -658878.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -658889.437500 Penalty: 4323.482910
	Iteration 47Q: 3 clusters Score -658889.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -658895.250000 Penalty: 4323.482910
	Iteration 48Q: 3 clusters Score -658895.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -658897.250000 Penalty: 4323.482910
	Iteration 49Q: 3 clusters Score -658897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -658897.187500 Penalty: 4323.482910
	Iteration 50Q: 3 clusters Score -658897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -658896.562500 Penalty: 4323.482910
	Iteration 51Q: 3 clusters Score -658896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -658896.562500 Penalty: 4323.482910
	Iteration 52F: 3 clusters Score -658896.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Entering Unmasked Estep 
Score: -1508770.375000 Penalty: 2350.638428
	Iteration 0F: 2 clusters Score -1508770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1499209.750000 Penalty: 4701.276855
	Iteration 0F: 3 clusters Score -1499210 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1502212.250000 Penalty: 4701.276855
	Iteration 1F: 3 clusters Score -1502212 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1502762.875000 Penalty: 4701.276855
	Iteration 2F: 3 clusters Score -1502763 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1503334.125000 Penalty: 4701.276855
	Iteration 3F: 3 clusters Score -1503334 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1503949.250000 Penalty: 4701.276855
	Iteration 4F: 3 clusters Score -1503949 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1504544.875000 Penalty: 4701.276855
	Iteration 5F: 3 clusters Score -1504545 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1505103.500000 Penalty: 4701.276855
	Iteration 6F: 3 clusters Score -1505104 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1505588.125000 Penalty: 4701.276855
	Iteration 7F: 3 clusters Score -1505588 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1505973.250000 Penalty: 4701.276855
	Iteration 8Q: 3 clusters Score -1505973 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1506247.250000 Penalty: 4701.276855
	Iteration 9Q: 3 clusters Score -1506247 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1506474.125000 Penalty: 4701.276855
	Iteration 10Q: 3 clusters Score -1506474 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1506686.250000 Penalty: 4701.276855
	Iteration 11Q: 3 clusters Score -1506686 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1506831.750000 Penalty: 4701.276855
	Iteration 12Q: 3 clusters Score -1506832 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1506941.125000 Penalty: 4701.276855
	Iteration 13Q: 3 clusters Score -1506941 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1507006.375000 Penalty: 4701.276855
	Iteration 14Q: 3 clusters Score -1507006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1507043.125000 Penalty: 4701.276855
	Iteration 15Q: 3 clusters Score -1507043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1507074.625000 Penalty: 4701.276855
	Iteration 16Q: 3 clusters Score -1507075 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1507101.875000 Penalty: 4701.276855
	Iteration 17Q: 3 clusters Score -1507102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1507117.250000 Penalty: 4701.276855
	Iteration 18Q: 3 clusters Score -1507117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1507131.625000 Penalty: 4701.276855
	Iteration 19Q: 3 clusters Score -1507132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1507146.625000 Penalty: 4701.276855
	Iteration 20F: 3 clusters Score -1507147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1507154.125000 Penalty: 4701.276855
	Iteration 21Q: 3 clusters Score -1507154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1507165.875000 Penalty: 4701.276855
	Iteration 22Q: 3 clusters Score -1507166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1507167.875000 Penalty: 4701.276855
	Iteration 23Q: 3 clusters Score -1507168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1507173.250000 Penalty: 4701.276855
	Iteration 24Q: 3 clusters Score -1507173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1507179.250000 Penalty: 4701.276855
	Iteration 25Q: 3 clusters Score -1507179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1507182.500000 Penalty: 4701.276855
	Iteration 26Q: 3 clusters Score -1507182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1507185.875000 Penalty: 4701.276855
	Iteration 27Q: 3 clusters Score -1507186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1507184.500000 Penalty: 4701.276855
	Iteration 28Q: 3 clusters Score -1507184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1507184.750000 Penalty: 4701.276855
	Iteration 29Q: 3 clusters Score -1507185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1507186.875000 Penalty: 4701.276855
	Iteration 30Q: 3 clusters Score -1507187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1507187.875000 Penalty: 4701.276855
	Iteration 31Q: 3 clusters Score -1507188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1507187.875000 Penalty: 4701.276855
	Iteration 32F: 3 clusters Score -1507188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Entering Unmasked Estep 
Score: -6117886.500000 Penalty: 2690.192383
	Iteration 0F: 2 clusters Score -6117886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -6083313.500000 Penalty: 5380.384766
	Iteration 0F: 3 clusters Score -6083314 nChanged 23683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -6096266.000000 Penalty: 5380.384766
	Iteration 1F: 3 clusters Score -6096266 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -6096853.500000 Penalty: 5380.384766
	Iteration 2Q: 3 clusters Score -6096854 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -6097418.000000 Penalty: 5380.384766
	Iteration 3Q: 3 clusters Score -6097418 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -6098060.500000 Penalty: 5380.384766
	Iteration 4Q: 3 clusters Score -6098060 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -6098706.500000 Penalty: 5380.384766
	Iteration 5Q: 3 clusters Score -6098706 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -6099350.500000 Penalty: 5380.384766
	Iteration 6Q: 3 clusters Score -6099350 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -6100033.500000 Penalty: 5380.384766
	Iteration 7Q: 3 clusters Score -6100034 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -6100641.500000 Penalty: 5380.384766
	Iteration 8Q: 3 clusters Score -6100642 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -6101301.500000 Penalty: 5380.384766
	Iteration 9Q: 3 clusters Score -6101302 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -6101972.000000 Penalty: 5380.384766
	Iteration 10Q: 3 clusters Score -6101972 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -6102737.500000 Penalty: 5380.384766
	Iteration 11Q: 3 clusters Score -6102738 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -6103514.000000 Penalty: 5380.384766
	Iteration 12Q: 3 clusters Score -6103514 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -6104465.500000 Penalty: 5380.384766
	Iteration 13Q: 3 clusters Score -6104466 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -6105342.500000 Penalty: 5380.384766
	Iteration 14Q: 3 clusters Score -6105342 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -6106070.500000 Penalty: 5380.384766
	Iteration 15Q: 3 clusters Score -6106070 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -6106705.500000 Penalty: 5380.384766
	Iteration 16Q: 3 clusters Score -6106706 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -6107118.500000 Penalty: 5380.384766
	Iteration 17Q: 3 clusters Score -6107118 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -6107373.500000 Penalty: 5380.384766
	Iteration 18Q: 3 clusters Score -6107374 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -6107540.500000 Penalty: 5380.384766
	Iteration 19Q: 3 clusters Score -6107540 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -6107678.000000 Penalty: 5380.384766
	Iteration 20F: 3 clusters Score -6107678 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -6107784.000000 Penalty: 5380.384766
	Iteration 21Q: 3 clusters Score -6107784 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -6107869.500000 Penalty: 5380.384766
	Iteration 22Q: 3 clusters Score -6107870 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -6108012.500000 Penalty: 5380.384766
	Iteration 23Q: 3 clusters Score -6108012 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -6108156.000000 Penalty: 5380.384766
	Iteration 24Q: 3 clusters Score -6108156 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -6108318.000000 Penalty: 5380.384766
	Iteration 25Q: 3 clusters Score -6108318 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -6108482.500000 Penalty: 5380.384766
	Iteration 26Q: 3 clusters Score -6108482 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -6108661.000000 Penalty: 5380.384766
	Iteration 27Q: 3 clusters Score -6108661 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -6108918.000000 Penalty: 5380.384766
	Iteration 28Q: 3 clusters Score -6108918 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -6109182.000000 Penalty: 5380.384766
	Iteration 29Q: 3 clusters Score -6109182 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -6109455.500000 Penalty: 5380.384766
	Iteration 30Q: 3 clusters Score -6109456 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -6109767.500000 Penalty: 5380.384766
	Iteration 31Q: 3 clusters Score -6109768 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -6110097.500000 Penalty: 5380.384766
	Iteration 32Q: 3 clusters Score -6110098 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -6110472.500000 Penalty: 5380.384766
	Iteration 33Q: 3 clusters Score -6110472 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -6110850.000000 Penalty: 5380.384766
	Iteration 34Q: 3 clusters Score -6110850 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -6111298.000000 Penalty: 5380.384766
	Iteration 35Q: 3 clusters Score -6111298 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -6111766.000000 Penalty: 5380.384766
	Iteration 36Q: 3 clusters Score -6111766 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -6112328.500000 Penalty: 5380.384766
	Iteration 37Q: 3 clusters Score -6112328 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -6112878.500000 Penalty: 5380.384766
	Iteration 38Q: 3 clusters Score -6112878 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -6113375.000000 Penalty: 5380.384766
	Iteration 39Q: 3 clusters Score -6113375 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -6113887.000000 Penalty: 5380.384766
	Iteration 40F: 3 clusters Score -6113887 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -6114331.500000 Penalty: 5380.384766
	Iteration 41Q: 3 clusters Score -6114332 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -6114664.000000 Penalty: 5380.384766
	Iteration 42Q: 3 clusters Score -6114664 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -6114874.000000 Penalty: 5380.384766
	Iteration 43Q: 3 clusters Score -6114874 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -6115066.500000 Penalty: 5380.384766
	Iteration 44Q: 3 clusters Score -6115066 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -6115175.000000 Penalty: 5380.384766
	Iteration 45Q: 3 clusters Score -6115175 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -6115266.000000 Penalty: 5380.384766
	Iteration 46Q: 3 clusters Score -6115266 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -6115353.000000 Penalty: 5380.384766
	Iteration 47Q: 3 clusters Score -6115353 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -6115413.500000 Penalty: 5380.384766
	Iteration 48Q: 3 clusters Score -6115414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -6115458.000000 Penalty: 5380.384766
	Iteration 49Q: 3 clusters Score -6115458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -6115480.500000 Penalty: 5380.384766
	Iteration 50Q: 3 clusters Score -6115480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -6115499.500000 Penalty: 5380.384766
	Iteration 51Q: 3 clusters Score -6115500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -6115521.500000 Penalty: 5380.384766
	Iteration 52Q: 3 clusters Score -6115522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -6115537.500000 Penalty: 5380.384766
	Iteration 53Q: 3 clusters Score -6115538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -6115532.000000 Penalty: 5380.384766
	Iteration 54Q: 3 clusters Score -6115532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -6115538.000000 Penalty: 5380.384766
	Iteration 55Q: 3 clusters Score -6115538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -6115547.500000 Penalty: 5380.384766
	Iteration 56Q: 3 clusters Score -6115548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -6115544.000000 Penalty: 5380.384766
	Iteration 57Q: 3 clusters Score -6115544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -6115552.500000 Penalty: 5380.384766
	Iteration 58Q: 3 clusters Score -6115552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -6115559.500000 Penalty: 5380.384766
	Iteration 59Q: 3 clusters Score -6115560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -6115552.500000 Penalty: 5380.384766
	Iteration 60F: 3 clusters Score -6115552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -6115564.500000 Penalty: 5380.384766
	Iteration 61Q: 3 clusters Score -6115564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -6115572.500000 Penalty: 5380.384766
	Iteration 62Q: 3 clusters Score -6115572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -6115587.500000 Penalty: 5380.384766
	Iteration 63Q: 3 clusters Score -6115588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -6115589.500000 Penalty: 5380.384766
	Iteration 64Q: 3 clusters Score -6115590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -6115591.000000 Penalty: 5380.384766
	Iteration 65Q: 3 clusters Score -6115591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -6115593.000000 Penalty: 5380.384766
	Iteration 66Q: 3 clusters Score -6115593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -6115593.000000 Penalty: 5380.384766
	Iteration 67F: 3 clusters Score -6115593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Entering Unmasked Estep 
Score: -932987.187500 Penalty: 2231.077637
	Iteration 0F: 2 clusters Score -932987.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -926539.750000 Penalty: 4462.155273
	Iteration 0F: 3 clusters Score -926539.8 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -928494.937500 Penalty: 4462.155273
	Iteration 1F: 3 clusters Score -928494.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -928933.500000 Penalty: 4462.155273
	Iteration 2F: 3 clusters Score -928933.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -929278.000000 Penalty: 4462.155273
	Iteration 3F: 3 clusters Score -929278 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -929513.062500 Penalty: 4462.155273
	Iteration 4F: 3 clusters Score -929513.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -929736.375000 Penalty: 4462.155273
	Iteration 5Q: 3 clusters Score -929736.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -929949.875000 Penalty: 4462.155273
	Iteration 6Q: 3 clusters Score -929949.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -930143.937500 Penalty: 4462.155273
	Iteration 7Q: 3 clusters Score -930143.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -930338.750000 Penalty: 4462.155273
	Iteration 8Q: 3 clusters Score -930338.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -930570.812500 Penalty: 4462.155273
	Iteration 9Q: 3 clusters Score -930570.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -930804.625000 Penalty: 4462.155273
	Iteration 10Q: 3 clusters Score -930804.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -931023.875000 Penalty: 4462.155273
	Iteration 11Q: 3 clusters Score -931023.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -931184.062500 Penalty: 4462.155273
	Iteration 12Q: 3 clusters Score -931184.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -931286.937500 Penalty: 4462.155273
	Iteration 13Q: 3 clusters Score -931286.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -931360.375000 Penalty: 4462.155273
	Iteration 14Q: 3 clusters Score -931360.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -931401.187500 Penalty: 4462.155273
	Iteration 15Q: 3 clusters Score -931401.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -931437.625000 Penalty: 4462.155273
	Iteration 16Q: 3 clusters Score -931437.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -931478.562500 Penalty: 4462.155273
	Iteration 17Q: 3 clusters Score -931478.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -931519.187500 Penalty: 4462.155273
	Iteration 18Q: 3 clusters Score -931519.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -931549.000000 Penalty: 4462.155273
	Iteration 19Q: 3 clusters Score -931549 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -931574.937500 Penalty: 4462.155273
	Iteration 20F: 3 clusters Score -931574.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -931597.437500 Penalty: 4462.155273
	Iteration 21Q: 3 clusters Score -931597.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -931614.562500 Penalty: 4462.155273
	Iteration 22Q: 3 clusters Score -931614.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -931627.750000 Penalty: 4462.155273
	Iteration 23Q: 3 clusters Score -931627.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -931639.375000 Penalty: 4462.155273
	Iteration 24Q: 3 clusters Score -931639.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -931643.750000 Penalty: 4462.155273
	Iteration 25Q: 3 clusters Score -931643.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -931646.937500 Penalty: 4462.155273
	Iteration 26Q: 3 clusters Score -931646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -931649.250000 Penalty: 4462.155273
	Iteration 27Q: 3 clusters Score -931649.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -931650.250000 Penalty: 4462.155273
	Iteration 28Q: 3 clusters Score -931650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -931649.562500 Penalty: 4462.155273
	Iteration 29Q: 3 clusters Score -931649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -931649.875000 Penalty: 4462.155273
	Iteration 30Q: 3 clusters Score -931649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -931652.562500 Penalty: 4462.155273
	Iteration 31Q: 3 clusters Score -931652.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -931654.625000 Penalty: 4462.155273
	Iteration 32Q: 3 clusters Score -931654.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -931656.625000 Penalty: 4462.155273
	Iteration 33Q: 3 clusters Score -931656.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -931659.687500 Penalty: 4462.155273
	Iteration 34Q: 3 clusters Score -931659.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -931658.437500 Penalty: 4462.155273
	Iteration 35Q: 3 clusters Score -931658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -931659.625000 Penalty: 4462.155273
	Iteration 36Q: 3 clusters Score -931659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -931662.062500 Penalty: 4462.155273
	Iteration 37Q: 3 clusters Score -931662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -931659.937500 Penalty: 4462.155273
	Iteration 38Q: 3 clusters Score -931659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -931661.687500 Penalty: 4462.155273
	Iteration 39Q: 3 clusters Score -931661.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -931662.250000 Penalty: 4462.155273
	Iteration 40F: 3 clusters Score -931662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -931663.562500 Penalty: 4462.155273
	Iteration 41Q: 3 clusters Score -931663.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -931663.687500 Penalty: 4462.155273
	Iteration 42Q: 3 clusters Score -931663.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -931663.937500 Penalty: 4462.155273
	Iteration 43Q: 3 clusters Score -931663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -931664.500000 Penalty: 4462.155273
	Iteration 44Q: 3 clusters Score -931664.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -931664.500000 Penalty: 4462.155273
	Iteration 45F: 3 clusters Score -931664.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Entering Unmasked Estep 
Score: -1352610.875000 Penalty: 2317.658203
	Iteration 0F: 2 clusters Score -1352611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1344011.250000 Penalty: 4635.316406
	Iteration 0F: 3 clusters Score -1344011 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1346470.375000 Penalty: 4635.316406
	Iteration 1F: 3 clusters Score -1346470 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1346764.375000 Penalty: 4635.316406
	Iteration 2F: 3 clusters Score -1346764 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1346985.250000 Penalty: 4635.316406
	Iteration 3Q: 3 clusters Score -1346985 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1347155.000000 Penalty: 4635.316406
	Iteration 4Q: 3 clusters Score -1347155 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1347288.375000 Penalty: 4635.316406
	Iteration 5Q: 3 clusters Score -1347288 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1347382.750000 Penalty: 4635.316406
	Iteration 6Q: 3 clusters Score -1347383 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1347463.750000 Penalty: 4635.316406
	Iteration 7Q: 3 clusters Score -1347464 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1347528.750000 Penalty: 4635.316406
	Iteration 8Q: 3 clusters Score -1347529 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1347591.500000 Penalty: 4635.316406
	Iteration 9Q: 3 clusters Score -1347592 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1347650.625000 Penalty: 4635.316406
	Iteration 10Q: 3 clusters Score -1347651 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1347701.875000 Penalty: 4635.316406
	Iteration 11Q: 3 clusters Score -1347702 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1347780.750000 Penalty: 4635.316406
	Iteration 12Q: 3 clusters Score -1347781 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1347872.125000 Penalty: 4635.316406
	Iteration 13Q: 3 clusters Score -1347872 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1347992.375000 Penalty: 4635.316406
	Iteration 14Q: 3 clusters Score -1347992 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1348133.500000 Penalty: 4635.316406
	Iteration 15Q: 3 clusters Score -1348134 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1348331.125000 Penalty: 4635.316406
	Iteration 16Q: 3 clusters Score -1348331 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1348551.000000 Penalty: 4635.316406
	Iteration 17Q: 3 clusters Score -1348551 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1348829.000000 Penalty: 4635.316406
	Iteration 18Q: 3 clusters Score -1348829 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1349155.250000 Penalty: 4635.316406
	Iteration 19Q: 3 clusters Score -1349155 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1349474.500000 Penalty: 4635.316406
	Iteration 20F: 3 clusters Score -1349474 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1349767.500000 Penalty: 4635.316406
	Iteration 21Q: 3 clusters Score -1349768 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1350014.250000 Penalty: 4635.316406
	Iteration 22Q: 3 clusters Score -1350014 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1350163.750000 Penalty: 4635.316406
	Iteration 23Q: 3 clusters Score -1350164 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1350283.750000 Penalty: 4635.316406
	Iteration 24Q: 3 clusters Score -1350284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1350368.250000 Penalty: 4635.316406
	Iteration 25Q: 3 clusters Score -1350368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1350428.125000 Penalty: 4635.316406
	Iteration 26Q: 3 clusters Score -1350428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1350473.875000 Penalty: 4635.316406
	Iteration 27Q: 3 clusters Score -1350474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1350501.000000 Penalty: 4635.316406
	Iteration 28Q: 3 clusters Score -1350501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1350522.250000 Penalty: 4635.316406
	Iteration 29Q: 3 clusters Score -1350522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1350541.750000 Penalty: 4635.316406
	Iteration 30Q: 3 clusters Score -1350542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1350550.250000 Penalty: 4635.316406
	Iteration 31Q: 3 clusters Score -1350550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1350559.875000 Penalty: 4635.316406
	Iteration 32Q: 3 clusters Score -1350560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1350563.625000 Penalty: 4635.316406
	Iteration 33Q: 3 clusters Score -1350564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1350568.250000 Penalty: 4635.316406
	Iteration 34Q: 3 clusters Score -1350568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1350571.875000 Penalty: 4635.316406
	Iteration 35Q: 3 clusters Score -1350572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1350582.375000 Penalty: 4635.316406
	Iteration 36Q: 3 clusters Score -1350582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1350584.500000 Penalty: 4635.316406
	Iteration 37Q: 3 clusters Score -1350584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1350590.375000 Penalty: 4635.316406
	Iteration 38Q: 3 clusters Score -1350590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1350593.000000 Penalty: 4635.316406
	Iteration 39Q: 3 clusters Score -1350593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1350593.000000 Penalty: 4635.316406
	Iteration 40F: 3 clusters Score -1350593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1350594.000000 Penalty: 4635.316406
	Iteration 41Q: 3 clusters Score -1350594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1350594.000000 Penalty: 4635.316406
	Iteration 42F: 3 clusters Score -1350594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Entering Unmasked Estep 
Score: -4022574.750000 Penalty: 2586.424805
	Iteration 0F: 2 clusters Score -4022575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3999660.000000 Penalty: 5172.849609
	Iteration 0F: 3 clusters Score -3999660 nChanged 15228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -4008016.500000 Penalty: 5172.849609
	Iteration 1F: 3 clusters Score -4008016 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -4008681.750000 Penalty: 5172.849609
	Iteration 2F: 3 clusters Score -4008682 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -4009483.500000 Penalty: 5172.849609
	Iteration 3F: 3 clusters Score -4009484 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -4010536.500000 Penalty: 5172.849609
	Iteration 4F: 3 clusters Score -4010536 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -4011883.750000 Penalty: 5172.849609
	Iteration 5F: 3 clusters Score -4011884 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -4013482.000000 Penalty: 5172.849609
	Iteration 6F: 3 clusters Score -4013482 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -4014969.250000 Penalty: 5172.849609
	Iteration 7F: 3 clusters Score -4014969 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -4016137.250000 Penalty: 5172.849609
	Iteration 8F: 3 clusters Score -4016137 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -4017168.500000 Penalty: 5172.849609
	Iteration 9Q: 3 clusters Score -4017168 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -4017995.750000 Penalty: 5172.849609
	Iteration 10Q: 3 clusters Score -4017996 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -4018663.000000 Penalty: 5172.849609
	Iteration 11Q: 3 clusters Score -4018663 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4019173.500000 Penalty: 5172.849609
	Iteration 12Q: 3 clusters Score -4019174 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4019561.250000 Penalty: 5172.849609
	Iteration 13Q: 3 clusters Score -4019561 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -4019788.250000 Penalty: 5172.849609
	Iteration 14Q: 3 clusters Score -4019788 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -4019960.750000 Penalty: 5172.849609
	Iteration 15Q: 3 clusters Score -4019961 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4020112.500000 Penalty: 5172.849609
	Iteration 16Q: 3 clusters Score -4020112 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4020204.500000 Penalty: 5172.849609
	Iteration 17Q: 3 clusters Score -4020204 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4020276.000000 Penalty: 5172.849609
	Iteration 18Q: 3 clusters Score -4020276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4020313.000000 Penalty: 5172.849609
	Iteration 19Q: 3 clusters Score -4020313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4020351.750000 Penalty: 5172.849609
	Iteration 20F: 3 clusters Score -4020352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4020357.000000 Penalty: 5172.849609
	Iteration 21Q: 3 clusters Score -4020357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -4020369.000000 Penalty: 5172.849609
	Iteration 22Q: 3 clusters Score -4020369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -4020379.500000 Penalty: 5172.849609
	Iteration 23Q: 3 clusters Score -4020380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4020385.500000 Penalty: 5172.849609
	Iteration 24Q: 3 clusters Score -4020386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -4020401.000000 Penalty: 5172.849609
	Iteration 25Q: 3 clusters Score -4020401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -4020410.500000 Penalty: 5172.849609
	Iteration 26Q: 3 clusters Score -4020410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -4020421.250000 Penalty: 5172.849609
	Iteration 27Q: 3 clusters Score -4020421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -4020424.750000 Penalty: 5172.849609
	Iteration 28Q: 3 clusters Score -4020425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -4020427.750000 Penalty: 5172.849609
	Iteration 29Q: 3 clusters Score -4020428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -4020432.250000 Penalty: 5172.849609
	Iteration 30Q: 3 clusters Score -4020432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -4020434.000000 Penalty: 5172.849609
	Iteration 31Q: 3 clusters Score -4020434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4020439.000000 Penalty: 5172.849609
	Iteration 32Q: 3 clusters Score -4020439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4020444.750000 Penalty: 5172.849609
	Iteration 33Q: 3 clusters Score -4020445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -4020443.250000 Penalty: 5172.849609
	Iteration 34Q: 3 clusters Score -4020443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4020458.250000 Penalty: 5172.849609
	Iteration 35Q: 3 clusters Score -4020458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -4020469.750000 Penalty: 5172.849609
	Iteration 36Q: 3 clusters Score -4020470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -4020476.500000 Penalty: 5172.849609
	Iteration 37Q: 3 clusters Score -4020476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -4020473.250000 Penalty: 5172.849609
	Iteration 38Q: 3 clusters Score -4020473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -4020478.750000 Penalty: 5172.849609
	Iteration 39Q: 3 clusters Score -4020479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -4020480.250000 Penalty: 5172.849609
	Iteration 40F: 3 clusters Score -4020480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -4020479.000000 Penalty: 5172.849609
	Iteration 41Q: 3 clusters Score -4020479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -4020484.750000 Penalty: 5172.849609
	Iteration 42Q: 3 clusters Score -4020485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -4020481.750000 Penalty: 5172.849609
	Iteration 43Q: 3 clusters Score -4020482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4020486.000000 Penalty: 5172.849609
	Iteration 44Q: 3 clusters Score -4020486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -4020486.500000 Penalty: 5172.849609
	Iteration 45Q: 3 clusters Score -4020486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4020485.250000 Penalty: 5172.849609
	Iteration 46Q: 3 clusters Score -4020485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4020485.250000 Penalty: 5172.849609
	Iteration 47F: 3 clusters Score -4020485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Entering Unmasked Estep 
Score: -4808526.500000 Penalty: 2629.941406
	Iteration 0F: 2 clusters Score -4808526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4781256.500000 Penalty: 5259.882812
	Iteration 0F: 3 clusters Score -4781256 nChanged 18455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -4791217.000000 Penalty: 5259.882812
	Iteration 1F: 3 clusters Score -4791217 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4791836.000000 Penalty: 5259.882812
	Iteration 2Q: 3 clusters Score -4791836 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -4792473.000000 Penalty: 5259.882812
	Iteration 3Q: 3 clusters Score -4792473 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -4793240.500000 Penalty: 5259.882812
	Iteration 4Q: 3 clusters Score -4793240 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -4794189.000000 Penalty: 5259.882812
	Iteration 5Q: 3 clusters Score -4794189 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -4795492.500000 Penalty: 5259.882812
	Iteration 6F: 3 clusters Score -4795492 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -4797231.500000 Penalty: 5259.882812
	Iteration 7F: 3 clusters Score -4797232 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -4799410.500000 Penalty: 5259.882812
	Iteration 8F: 3 clusters Score -4799410 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4801625.000000 Penalty: 5259.882812
	Iteration 9F: 3 clusters Score -4801625 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -4803467.000000 Penalty: 5259.882812
	Iteration 10F: 3 clusters Score -4803467 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4804672.500000 Penalty: 5259.882812
	Iteration 11Q: 3 clusters Score -4804672 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4805337.000000 Penalty: 5259.882812
	Iteration 12Q: 3 clusters Score -4805337 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4805744.500000 Penalty: 5259.882812
	Iteration 13Q: 3 clusters Score -4805744 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4805930.000000 Penalty: 5259.882812
	Iteration 14Q: 3 clusters Score -4805930 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4806030.000000 Penalty: 5259.882812
	Iteration 15Q: 3 clusters Score -4806030 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4806073.000000 Penalty: 5259.882812
	Iteration 16Q: 3 clusters Score -4806073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4806107.000000 Penalty: 5259.882812
	Iteration 17Q: 3 clusters Score -4806107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4806133.500000 Penalty: 5259.882812
	Iteration 18Q: 3 clusters Score -4806134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4806150.000000 Penalty: 5259.882812
	Iteration 19Q: 3 clusters Score -4806150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4806163.000000 Penalty: 5259.882812
	Iteration 20F: 3 clusters Score -4806163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4806171.000000 Penalty: 5259.882812
	Iteration 21Q: 3 clusters Score -4806171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4806180.000000 Penalty: 5259.882812
	Iteration 22Q: 3 clusters Score -4806180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4806190.000000 Penalty: 5259.882812
	Iteration 23Q: 3 clusters Score -4806190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4806199.500000 Penalty: 5259.882812
	Iteration 24Q: 3 clusters Score -4806200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4806197.000000 Penalty: 5259.882812
	Iteration 25Q: 3 clusters Score -4806197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4806198.000000 Penalty: 5259.882812
	Iteration 26Q: 3 clusters Score -4806198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4806198.500000 Penalty: 5259.882812
	Iteration 27Q: 3 clusters Score -4806198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4806198.000000 Penalty: 5259.882812
	Iteration 28Q: 3 clusters Score -4806198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4806192.500000 Penalty: 5259.882812
	Iteration 29Q: 3 clusters Score -4806192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4806197.500000 Penalty: 5259.882812
	Iteration 30Q: 3 clusters Score -4806198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4806196.000000 Penalty: 5259.882812
	Iteration 31Q: 3 clusters Score -4806196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4806196.000000 Penalty: 5259.882812
	Iteration 32F: 3 clusters Score -4806196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Entering Unmasked Estep 
Score: -556061.125000 Penalty: 2116.493408
	Iteration 0F: 2 clusters Score -556061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -551492.625000 Penalty: 4232.986816
	Iteration 0F: 3 clusters Score -551492.6 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -552945.437500 Penalty: 4232.986816
	Iteration 1F: 3 clusters Score -552945.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -553586.812500 Penalty: 4232.986816
	Iteration 2F: 3 clusters Score -553586.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -554122.250000 Penalty: 4232.986816
	Iteration 3F: 3 clusters Score -554122.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -554463.812500 Penalty: 4232.986816
	Iteration 4F: 3 clusters Score -554463.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -554665.687500 Penalty: 4232.986816
	Iteration 5Q: 3 clusters Score -554665.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -554809.750000 Penalty: 4232.986816
	Iteration 6Q: 3 clusters Score -554809.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -554930.375000 Penalty: 4232.986816
	Iteration 7Q: 3 clusters Score -554930.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -555008.625000 Penalty: 4232.986816
	Iteration 8Q: 3 clusters Score -555008.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -555055.125000 Penalty: 4232.986816
	Iteration 9Q: 3 clusters Score -555055.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -555073.312500 Penalty: 4232.986816
	Iteration 10Q: 3 clusters Score -555073.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -555082.875000 Penalty: 4232.986816
	Iteration 11Q: 3 clusters Score -555082.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -555088.375000 Penalty: 4232.986816
	Iteration 12Q: 3 clusters Score -555088.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -555089.125000 Penalty: 4232.986816
	Iteration 13Q: 3 clusters Score -555089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -555090.000000 Penalty: 4232.986816
	Iteration 14Q: 3 clusters Score -555090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -555090.000000 Penalty: 4232.986816
	Iteration 15F: 3 clusters Score -555090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Entering Unmasked Estep 
Score: -425020.906250 Penalty: 2050.582031
	Iteration 0F: 2 clusters Score -425020.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -421275.437500 Penalty: 4101.164062
	Iteration 0F: 3 clusters Score -421275.4 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -422162.406250 Penalty: 4101.164062
	Iteration 1F: 3 clusters Score -422162.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -422350.625000 Penalty: 4101.164062
	Iteration 2F: 3 clusters Score -422350.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -422479.187500 Penalty: 4101.164062
	Iteration 3F: 3 clusters Score -422479.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -422588.562500 Penalty: 4101.164062
	Iteration 4Q: 3 clusters Score -422588.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -422681.343750 Penalty: 4101.164062
	Iteration 5Q: 3 clusters Score -422681.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -422770.843750 Penalty: 4101.164062
	Iteration 6Q: 3 clusters Score -422770.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -422865.343750 Penalty: 4101.164062
	Iteration 7Q: 3 clusters Score -422865.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -422967.875000 Penalty: 4101.164062
	Iteration 8Q: 3 clusters Score -422967.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -423077.500000 Penalty: 4101.164062
	Iteration 9Q: 3 clusters Score -423077.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -423217.656250 Penalty: 4101.164062
	Iteration 10Q: 3 clusters Score -423217.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -423351.250000 Penalty: 4101.164062
	Iteration 11Q: 3 clusters Score -423351.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -423492.937500 Penalty: 4101.164062
	Iteration 12Q: 3 clusters Score -423492.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -423612.906250 Penalty: 4101.164062
	Iteration 13Q: 3 clusters Score -423612.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -423721.781250 Penalty: 4101.164062
	Iteration 14Q: 3 clusters Score -423721.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -423810.468750 Penalty: 4101.164062
	Iteration 15Q: 3 clusters Score -423810.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -423857.093750 Penalty: 4101.164062
	Iteration 16Q: 3 clusters Score -423857.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -423889.375000 Penalty: 4101.164062
	Iteration 17Q: 3 clusters Score -423889.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -423908.343750 Penalty: 4101.164062
	Iteration 18Q: 3 clusters Score -423908.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -423926.343750 Penalty: 4101.164062
	Iteration 19Q: 3 clusters Score -423926.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -423940.250000 Penalty: 4101.164062
	Iteration 20F: 3 clusters Score -423940.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -423954.875000 Penalty: 4101.164062
	Iteration 21Q: 3 clusters Score -423954.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -423964.750000 Penalty: 4101.164062
	Iteration 22Q: 3 clusters Score -423964.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -423971.312500 Penalty: 4101.164062
	Iteration 23Q: 3 clusters Score -423971.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -423982.656250 Penalty: 4101.164062
	Iteration 24Q: 3 clusters Score -423982.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -423991.593750 Penalty: 4101.164062
	Iteration 25Q: 3 clusters Score -423991.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -424001.906250 Penalty: 4101.164062
	Iteration 26Q: 3 clusters Score -424001.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -424008.906250 Penalty: 4101.164062
	Iteration 27Q: 3 clusters Score -424008.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -424014.968750 Penalty: 4101.164062
	Iteration 28Q: 3 clusters Score -424015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -424018.093750 Penalty: 4101.164062
	Iteration 29Q: 3 clusters Score -424018.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -424022.218750 Penalty: 4101.164062
	Iteration 30Q: 3 clusters Score -424022.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -424025.281250 Penalty: 4101.164062
	Iteration 31Q: 3 clusters Score -424025.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -424027.625000 Penalty: 4101.164062
	Iteration 32Q: 3 clusters Score -424027.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -424028.687500 Penalty: 4101.164062
	Iteration 33Q: 3 clusters Score -424028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -424028.687500 Penalty: 4101.164062
	Iteration 34F: 3 clusters Score -424028.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -735652.687500 Penalty: 2160.968262
	Iteration 0F: 2 clusters Score -735652.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -730456.062500 Penalty: 4321.936523
	Iteration 0F: 3 clusters Score -730456.1 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -731831.562500 Penalty: 4321.936523
	Iteration 1F: 3 clusters Score -731831.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -732104.187500 Penalty: 4321.936523
	Iteration 2F: 3 clusters Score -732104.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -732278.562500 Penalty: 4321.936523
	Iteration 3F: 3 clusters Score -732278.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -732415.500000 Penalty: 4321.936523
	Iteration 4Q: 3 clusters Score -732415.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -732520.625000 Penalty: 4321.936523
	Iteration 5Q: 3 clusters Score -732520.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -732601.500000 Penalty: 4321.936523
	Iteration 6Q: 3 clusters Score -732601.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -732669.187500 Penalty: 4321.936523
	Iteration 7Q: 3 clusters Score -732669.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -732725.812500 Penalty: 4321.936523
	Iteration 8Q: 3 clusters Score -732725.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -732772.125000 Penalty: 4321.936523
	Iteration 9Q: 3 clusters Score -732772.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -732818.500000 Penalty: 4321.936523
	Iteration 10Q: 3 clusters Score -732818.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -732858.812500 Penalty: 4321.936523
	Iteration 11Q: 3 clusters Score -732858.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -732896.687500 Penalty: 4321.936523
	Iteration 12Q: 3 clusters Score -732896.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -732931.062500 Penalty: 4321.936523
	Iteration 13Q: 3 clusters Score -732931.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -732961.437500 Penalty: 4321.936523
	Iteration 14Q: 3 clusters Score -732961.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -732992.312500 Penalty: 4321.936523
	Iteration 15Q: 3 clusters Score -732992.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -733008.000000 Penalty: 4321.936523
	Iteration 16Q: 3 clusters Score -733008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -733024.312500 Penalty: 4321.936523
	Iteration 17Q: 3 clusters Score -733024.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -733032.437500 Penalty: 4321.936523
	Iteration 18Q: 3 clusters Score -733032.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -733038.750000 Penalty: 4321.936523
	Iteration 19Q: 3 clusters Score -733038.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -733045.375000 Penalty: 4321.936523
	Iteration 20F: 3 clusters Score -733045.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -733051.500000 Penalty: 4321.936523
	Iteration 21Q: 3 clusters Score -733051.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -733057.375000 Penalty: 4321.936523
	Iteration 22Q: 3 clusters Score -733057.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -733064.125000 Penalty: 4321.936523
	Iteration 23Q: 3 clusters Score -733064.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -733072.250000 Penalty: 4321.936523
	Iteration 24Q: 3 clusters Score -733072.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -733077.750000 Penalty: 4321.936523
	Iteration 25Q: 3 clusters Score -733077.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -733083.812500 Penalty: 4321.936523
	Iteration 26Q: 3 clusters Score -733083.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -733089.875000 Penalty: 4321.936523
	Iteration 27Q: 3 clusters Score -733089.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -733099.312500 Penalty: 4321.936523
	Iteration 28Q: 3 clusters Score -733099.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -733106.500000 Penalty: 4321.936523
	Iteration 29Q: 3 clusters Score -733106.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -733112.312500 Penalty: 4321.936523
	Iteration 30Q: 3 clusters Score -733112.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -733119.312500 Penalty: 4321.936523
	Iteration 31Q: 3 clusters Score -733119.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -733130.250000 Penalty: 4321.936523
	Iteration 32Q: 3 clusters Score -733130.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -733143.687500 Penalty: 4321.936523
	Iteration 33Q: 3 clusters Score -733143.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -733156.187500 Penalty: 4321.936523
	Iteration 34Q: 3 clusters Score -733156.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -733167.375000 Penalty: 4321.936523
	Iteration 35Q: 3 clusters Score -733167.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -733175.625000 Penalty: 4321.936523
	Iteration 36Q: 3 clusters Score -733175.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -733184.937500 Penalty: 4321.936523
	Iteration 37Q: 3 clusters Score -733184.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -733199.437500 Penalty: 4321.936523
	Iteration 38Q: 3 clusters Score -733199.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -733213.187500 Penalty: 4321.936523
	Iteration 39Q: 3 clusters Score -733213.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -733224.562500 Penalty: 4321.936523
	Iteration 40F: 3 clusters Score -733224.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -733238.875000 Penalty: 4321.936523
	Iteration 41Q: 3 clusters Score -733238.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -733260.062500 Penalty: 4321.936523
	Iteration 42Q: 3 clusters Score -733260.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -733278.125000 Penalty: 4321.936523
	Iteration 43Q: 3 clusters Score -733278.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -733297.000000 Penalty: 4321.936523
	Iteration 44Q: 3 clusters Score -733297 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -733316.937500 Penalty: 4321.936523
	Iteration 45Q: 3 clusters Score -733316.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -733328.687500 Penalty: 4321.936523
	Iteration 46Q: 3 clusters Score -733328.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -733348.125000 Penalty: 4321.936523
	Iteration 47Q: 3 clusters Score -733348.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -733366.625000 Penalty: 4321.936523
	Iteration 48Q: 3 clusters Score -733366.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -733386.250000 Penalty: 4321.936523
	Iteration 49Q: 3 clusters Score -733386.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -733411.062500 Penalty: 4321.936523
	Iteration 50Q: 3 clusters Score -733411.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -733439.562500 Penalty: 4321.936523
	Iteration 51Q: 3 clusters Score -733439.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -733469.062500 Penalty: 4321.936523
	Iteration 52Q: 3 clusters Score -733469.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -733498.375000 Penalty: 4321.936523
	Iteration 53Q: 3 clusters Score -733498.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -733523.750000 Penalty: 4321.936523
	Iteration 54Q: 3 clusters Score -733523.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -733550.625000 Penalty: 4321.936523
	Iteration 55Q: 3 clusters Score -733550.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -733575.562500 Penalty: 4321.936523
	Iteration 56Q: 3 clusters Score -733575.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -733599.312500 Penalty: 4321.936523
	Iteration 57Q: 3 clusters Score -733599.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -733625.625000 Penalty: 4321.936523
	Iteration 58Q: 3 clusters Score -733625.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -733651.750000 Penalty: 4321.936523
	Iteration 59Q: 3 clusters Score -733651.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -733667.125000 Penalty: 4321.936523
	Iteration 60F: 3 clusters Score -733667.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -733687.562500 Penalty: 4321.936523
	Iteration 61Q: 3 clusters Score -733687.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -733703.062500 Penalty: 4321.936523
	Iteration 62Q: 3 clusters Score -733703.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -733717.812500 Penalty: 4321.936523
	Iteration 63Q: 3 clusters Score -733717.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -733732.062500 Penalty: 4321.936523
	Iteration 64Q: 3 clusters Score -733732.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -733745.187500 Penalty: 4321.936523
	Iteration 65Q: 3 clusters Score -733745.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -733763.375000 Penalty: 4321.936523
	Iteration 66Q: 3 clusters Score -733763.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -733773.562500 Penalty: 4321.936523
	Iteration 67Q: 3 clusters Score -733773.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -733783.562500 Penalty: 4321.936523
	Iteration 68Q: 3 clusters Score -733783.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -733792.500000 Penalty: 4321.936523
	Iteration 69Q: 3 clusters Score -733792.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -733802.062500 Penalty: 4321.936523
	Iteration 70Q: 3 clusters Score -733802.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -733810.625000 Penalty: 4321.936523
	Iteration 71Q: 3 clusters Score -733810.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -733815.562500 Penalty: 4321.936523
	Iteration 72Q: 3 clusters Score -733815.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -733821.062500 Penalty: 4321.936523
	Iteration 73Q: 3 clusters Score -733821.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -733821.562500 Penalty: 4321.936523
	Iteration 74Q: 3 clusters Score -733821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -733826.937500 Penalty: 4321.936523
	Iteration 75Q: 3 clusters Score -733826.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -733829.687500 Penalty: 4321.936523
	Iteration 76Q: 3 clusters Score -733829.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -733835.250000 Penalty: 4321.936523
	Iteration 77Q: 3 clusters Score -733835.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -733843.062500 Penalty: 4321.936523
	Iteration 78Q: 3 clusters Score -733843.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -733846.687500 Penalty: 4321.936523
	Iteration 79Q: 3 clusters Score -733846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -733848.437500 Penalty: 4321.936523
	Iteration 80F: 3 clusters Score -733848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -733849.562500 Penalty: 4321.936523
	Iteration 81Q: 3 clusters Score -733849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -733851.000000 Penalty: 4321.936523
	Iteration 82Q: 3 clusters Score -733851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -733851.000000 Penalty: 4321.936523
	Iteration 83F: 3 clusters Score -733851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (193259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193259 members 
Entering Unmasked Estep 
Score: -23044116.000000 Penalty: 3018.603027
	Iteration 0F: 2 clusters Score -2.304412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Mstep: Class 2 contains 96654 members 
Entering Unmasked Estep 
Score: -22928678.000000 Penalty: 6037.206055
	Iteration 0F: 3 clusters Score -2.292868e+07 nChanged 92813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 97941 members 
Entering Unmasked Estep 
Score: -22982232.000000 Penalty: 6037.206055
	Iteration 1F: 3 clusters Score -2.298223e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94932 members 
Mstep: Class 2 contains 98327 members 
Entering Unmasked Estep 
Score: -22983018.000000 Penalty: 6037.206055
	Iteration 2Q: 3 clusters Score -2.298302e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94272 members 
Mstep: Class 2 contains 98987 members 
Entering Unmasked Estep 
Score: -22984144.000000 Penalty: 6037.206055
	Iteration 3Q: 3 clusters Score -2.298414e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93395 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -22985402.000000 Penalty: 6037.206055
	Iteration 4Q: 3 clusters Score -2.29854e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92150 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -22987518.000000 Penalty: 6037.206055
	Iteration 5Q: 3 clusters Score -2.298752e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90323 members 
Mstep: Class 2 contains 102936 members 
Entering Unmasked Estep 
Score: -22990810.000000 Penalty: 6037.206055
	Iteration 6Q: 3 clusters Score -2.299081e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 105359 members 
Entering Unmasked Estep 
Score: -22995444.000000 Penalty: 6037.206055
	Iteration 7Q: 3 clusters Score -2.299544e+07 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 108031 members 
Entering Unmasked Estep 
Score: -23001940.000000 Penalty: 6037.206055
	Iteration 8F: 3 clusters Score -2.300194e+07 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82723 members 
Mstep: Class 2 contains 110536 members 
Entering Unmasked Estep 
Score: -23009278.000000 Penalty: 6037.206055
	Iteration 9F: 3 clusters Score -2.300928e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 112481 members 
Entering Unmasked Estep 
Score: -23016286.000000 Penalty: 6037.206055
	Iteration 10F: 3 clusters Score -2.301629e+07 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 113619 members 
Entering Unmasked Estep 
Score: -23023260.000000 Penalty: 6037.206055
	Iteration 11F: 3 clusters Score -2.302326e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79232 members 
Mstep: Class 2 contains 114027 members 
Entering Unmasked Estep 
Score: -23028400.000000 Penalty: 6037.206055
	Iteration 12Q: 3 clusters Score -2.30284e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79055 members 
Mstep: Class 2 contains 114204 members 
Entering Unmasked Estep 
Score: -23031292.000000 Penalty: 6037.206055
	Iteration 13Q: 3 clusters Score -2.303129e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 114412 members 
Entering Unmasked Estep 
Score: -23032786.000000 Penalty: 6037.206055
	Iteration 14Q: 3 clusters Score -2.303279e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 114863 members 
Entering Unmasked Estep 
Score: -23034118.000000 Penalty: 6037.206055
	Iteration 15Q: 3 clusters Score -2.303412e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 115438 members 
Entering Unmasked Estep 
Score: -23035314.000000 Penalty: 6037.206055
	Iteration 16Q: 3 clusters Score -2.303531e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 116048 members 
Entering Unmasked Estep 
Score: -23036082.000000 Penalty: 6037.206055
	Iteration 17Q: 3 clusters Score -2.303608e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76653 members 
Mstep: Class 2 contains 116606 members 
Entering Unmasked Estep 
Score: -23036864.000000 Penalty: 6037.206055
	Iteration 18Q: 3 clusters Score -2.303686e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 117198 members 
Entering Unmasked Estep 
Score: -23037508.000000 Penalty: 6037.206055
	Iteration 19Q: 3 clusters Score -2.303751e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 117826 members 
Entering Unmasked Estep 
Score: -23037980.000000 Penalty: 6037.206055
	Iteration 20F: 3 clusters Score -2.303798e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 118478 members 
Entering Unmasked Estep 
Score: -23038320.000000 Penalty: 6037.206055
	Iteration 21Q: 3 clusters Score -2.303832e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74090 members 
Mstep: Class 2 contains 119169 members 
Entering Unmasked Estep 
Score: -23038666.000000 Penalty: 6037.206055
	Iteration 22Q: 3 clusters Score -2.303867e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 119839 members 
Entering Unmasked Estep 
Score: -23038972.000000 Penalty: 6037.206055
	Iteration 23Q: 3 clusters Score -2.303897e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 120483 members 
Entering Unmasked Estep 
Score: -23039104.000000 Penalty: 6037.206055
	Iteration 24Q: 3 clusters Score -2.30391e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 121109 members 
Entering Unmasked Estep 
Score: -23039204.000000 Penalty: 6037.206055
	Iteration 25Q: 3 clusters Score -2.30392e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71484 members 
Mstep: Class 2 contains 121775 members 
Entering Unmasked Estep 
Score: -23039446.000000 Penalty: 6037.206055
	Iteration 26Q: 3 clusters Score -2.303945e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 122405 members 
Entering Unmasked Estep 
Score: -23039484.000000 Penalty: 6037.206055
	Iteration 27Q: 3 clusters Score -2.303948e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 122994 members 
Entering Unmasked Estep 
Score: -23039498.000000 Penalty: 6037.206055
	Iteration 28Q: 3 clusters Score -2.30395e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 123581 members 
Entering Unmasked Estep 
Score: -23039550.000000 Penalty: 6037.206055
	Iteration 29Q: 3 clusters Score -2.303955e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 124158 members 
Entering Unmasked Estep 
Score: -23039628.000000 Penalty: 6037.206055
	Iteration 30Q: 3 clusters Score -2.303963e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 124759 members 
Entering Unmasked Estep 
Score: -23039650.000000 Penalty: 6037.206055
	Iteration 31Q: 3 clusters Score -2.303965e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67882 members 
Mstep: Class 2 contains 125377 members 
Entering Unmasked Estep 
Score: -23039744.000000 Penalty: 6037.206055
	Iteration 32Q: 3 clusters Score -2.303974e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 125974 members 
Entering Unmasked Estep 
Score: -23039814.000000 Penalty: 6037.206055
	Iteration 33Q: 3 clusters Score -2.303981e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 126606 members 
Entering Unmasked Estep 
Score: -23039868.000000 Penalty: 6037.206055
	Iteration 34Q: 3 clusters Score -2.303987e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 127226 members 
Entering Unmasked Estep 
Score: -23039910.000000 Penalty: 6037.206055
	Iteration 35Q: 3 clusters Score -2.303991e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 127843 members 
Entering Unmasked Estep 
Score: -23039968.000000 Penalty: 6037.206055
	Iteration 36Q: 3 clusters Score -2.303997e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 128466 members 
Entering Unmasked Estep 
Score: -23040010.000000 Penalty: 6037.206055
	Iteration 37Q: 3 clusters Score -2.304001e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 129115 members 
Entering Unmasked Estep 
Score: -23040016.000000 Penalty: 6037.206055
	Iteration 38Q: 3 clusters Score -2.304002e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 129740 members 
Entering Unmasked Estep 
Score: -23040188.000000 Penalty: 6037.206055
	Iteration 39Q: 3 clusters Score -2.304019e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 130362 members 
Entering Unmasked Estep 
Score: -23040146.000000 Penalty: 6037.206055
	Iteration 40F: 3 clusters Score -2.304015e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 131020 members 
Entering Unmasked Estep 
Score: -23040284.000000 Penalty: 6037.206055
	Iteration 41Q: 3 clusters Score -2.304028e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 131691 members 
Entering Unmasked Estep 
Score: -23040372.000000 Penalty: 6037.206055
	Iteration 42Q: 3 clusters Score -2.304037e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 132391 members 
Entering Unmasked Estep 
Score: -23040494.000000 Penalty: 6037.206055
	Iteration 43Q: 3 clusters Score -2.304049e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 133095 members 
Entering Unmasked Estep 
Score: -23040568.000000 Penalty: 6037.206055
	Iteration 44Q: 3 clusters Score -2.304057e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 133837 members 
Entering Unmasked Estep 
Score: -23040640.000000 Penalty: 6037.206055
	Iteration 45Q: 3 clusters Score -2.304064e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 134562 members 
Entering Unmasked Estep 
Score: -23040704.000000 Penalty: 6037.206055
	Iteration 46Q: 3 clusters Score -2.30407e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 135292 members 
Entering Unmasked Estep 
Score: -23040670.000000 Penalty: 6037.206055
	Iteration 47Q: 3 clusters Score -2.304067e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 135998 members 
Entering Unmasked Estep 
Score: -23040746.000000 Penalty: 6037.206055
	Iteration 48Q: 3 clusters Score -2.304075e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 136760 members 
Entering Unmasked Estep 
Score: -23040804.000000 Penalty: 6037.206055
	Iteration 49Q: 3 clusters Score -2.30408e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 137576 members 
Entering Unmasked Estep 
Score: -23040912.000000 Penalty: 6037.206055
	Iteration 50Q: 3 clusters Score -2.304091e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 138385 members 
Entering Unmasked Estep 
Score: -23040976.000000 Penalty: 6037.206055
	Iteration 51Q: 3 clusters Score -2.304098e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 139148 members 
Entering Unmasked Estep 
Score: -23041060.000000 Penalty: 6037.206055
	Iteration 52Q: 3 clusters Score -2.304106e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 139945 members 
Entering Unmasked Estep 
Score: -23041060.000000 Penalty: 6037.206055
	Iteration 53Q: 3 clusters Score -2.304106e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 140710 members 
Entering Unmasked Estep 
Score: -23041218.000000 Penalty: 6037.206055
	Iteration 54Q: 3 clusters Score -2.304122e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 141512 members 
Entering Unmasked Estep 
Score: -23041308.000000 Penalty: 6037.206055
	Iteration 55Q: 3 clusters Score -2.304131e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 142330 members 
Entering Unmasked Estep 
Score: -23041304.000000 Penalty: 6037.206055
	Iteration 56Q: 3 clusters Score -2.30413e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 143179 members 
Entering Unmasked Estep 
Score: -23041334.000000 Penalty: 6037.206055
	Iteration 57Q: 3 clusters Score -2.304133e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 144082 members 
Entering Unmasked Estep 
Score: -23041390.000000 Penalty: 6037.206055
	Iteration 58Q: 3 clusters Score -2.304139e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 144952 members 
Entering Unmasked Estep 
Score: -23041552.000000 Penalty: 6037.206055
	Iteration 59Q: 3 clusters Score -2.304155e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 145821 members 
Entering Unmasked Estep 
Score: -23041606.000000 Penalty: 6037.206055
	Iteration 60F: 3 clusters Score -2.304161e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 146711 members 
Entering Unmasked Estep 
Score: -23041676.000000 Penalty: 6037.206055
	Iteration 61Q: 3 clusters Score -2.304168e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 147622 members 
Entering Unmasked Estep 
Score: -23041796.000000 Penalty: 6037.206055
	Iteration 62Q: 3 clusters Score -2.30418e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 148564 members 
Entering Unmasked Estep 
Score: -23041820.000000 Penalty: 6037.206055
	Iteration 63Q: 3 clusters Score -2.304182e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 149543 members 
Entering Unmasked Estep 
Score: -23041828.000000 Penalty: 6037.206055
	Iteration 64Q: 3 clusters Score -2.304183e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 150508 members 
Entering Unmasked Estep 
Score: -23041848.000000 Penalty: 6037.206055
	Iteration 65Q: 3 clusters Score -2.304185e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 151519 members 
Entering Unmasked Estep 
Score: -23041882.000000 Penalty: 6037.206055
	Iteration 66Q: 3 clusters Score -2.304188e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 152534 members 
Entering Unmasked Estep 
Score: -23041862.000000 Penalty: 6037.206055
	Iteration 67Q: 3 clusters Score -2.304186e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 153490 members 
Entering Unmasked Estep 
Score: -23041824.000000 Penalty: 6037.206055
	Iteration 68Q: 3 clusters Score -2.304182e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 154464 members 
Entering Unmasked Estep 
Score: -23041774.000000 Penalty: 6037.206055
	Iteration 69Q: 3 clusters Score -2.304177e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 155486 members 
Entering Unmasked Estep 
Score: -23041682.000000 Penalty: 6037.206055
	Iteration 70Q: 3 clusters Score -2.304168e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 156496 members 
Entering Unmasked Estep 
Score: -23041634.000000 Penalty: 6037.206055
	Iteration 71Q: 3 clusters Score -2.304163e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 157564 members 
Entering Unmasked Estep 
Score: -23041520.000000 Penalty: 6037.206055
	Iteration 72Q: 3 clusters Score -2.304152e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 158607 members 
Entering Unmasked Estep 
Score: -23041390.000000 Penalty: 6037.206055
	Iteration 73Q: 3 clusters Score -2.304139e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 159657 members 
Entering Unmasked Estep 
Score: -23041374.000000 Penalty: 6037.206055
	Iteration 74Q: 3 clusters Score -2.304137e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 160757 members 
Entering Unmasked Estep 
Score: -23041312.000000 Penalty: 6037.206055
	Iteration 75Q: 3 clusters Score -2.304131e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 161841 members 
Entering Unmasked Estep 
Score: -23041360.000000 Penalty: 6037.206055
	Iteration 76Q: 3 clusters Score -2.304136e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 162932 members 
Entering Unmasked Estep 
Score: -23041460.000000 Penalty: 6037.206055
	Iteration 77Q: 3 clusters Score -2.304146e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 164041 members 
Entering Unmasked Estep 
Score: -23041496.000000 Penalty: 6037.206055
	Iteration 78Q: 3 clusters Score -2.30415e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 165147 members 
Entering Unmasked Estep 
Score: -23041546.000000 Penalty: 6037.206055
	Iteration 79Q: 3 clusters Score -2.304155e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -23041318.000000 Penalty: 6037.206055
	Iteration 80F: 3 clusters Score -2.304132e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 167312 members 
Entering Unmasked Estep 
Score: -23041362.000000 Penalty: 6037.206055
	Iteration 81Q: 3 clusters Score -2.304136e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 168336 members 
Entering Unmasked Estep 
Score: -23041288.000000 Penalty: 6037.206055
	Iteration 82Q: 3 clusters Score -2.304129e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 169340 members 
Entering Unmasked Estep 
Score: -23041210.000000 Penalty: 6037.206055
	Iteration 83Q: 3 clusters Score -2.304121e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 170327 members 
Entering Unmasked Estep 
Score: -23041182.000000 Penalty: 6037.206055
	Iteration 84Q: 3 clusters Score -2.304118e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 171290 members 
Entering Unmasked Estep 
Score: -23041140.000000 Penalty: 6037.206055
	Iteration 85Q: 3 clusters Score -2.304114e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 172217 members 
Entering Unmasked Estep 
Score: -23041066.000000 Penalty: 6037.206055
	Iteration 86Q: 3 clusters Score -2.304107e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 173087 members 
Entering Unmasked Estep 
Score: -23041022.000000 Penalty: 6037.206055
	Iteration 87Q: 3 clusters Score -2.304102e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 173983 members 
Entering Unmasked Estep 
Score: -23040988.000000 Penalty: 6037.206055
	Iteration 88Q: 3 clusters Score -2.304099e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 174827 members 
Entering Unmasked Estep 
Score: -23041014.000000 Penalty: 6037.206055
	Iteration 89Q: 3 clusters Score -2.304101e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 175663 members 
Entering Unmasked Estep 
Score: -23040886.000000 Penalty: 6037.206055
	Iteration 90Q: 3 clusters Score -2.304089e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 176483 members 
Entering Unmasked Estep 
Score: -23040816.000000 Penalty: 6037.206055
	Iteration 91Q: 3 clusters Score -2.304082e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 177300 members 
Entering Unmasked Estep 
Score: -23040816.000000 Penalty: 6037.206055
	Iteration 92Q: 3 clusters Score -2.304082e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 178052 members 
Entering Unmasked Estep 
Score: -23040778.000000 Penalty: 6037.206055
	Iteration 93Q: 3 clusters Score -2.304078e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 178786 members 
Entering Unmasked Estep 
Score: -23040734.000000 Penalty: 6037.206055
	Iteration 94Q: 3 clusters Score -2.304073e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 179461 members 
Entering Unmasked Estep 
Score: -23040578.000000 Penalty: 6037.206055
	Iteration 95Q: 3 clusters Score -2.304058e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 180111 members 
Entering Unmasked Estep 
Score: -23040532.000000 Penalty: 6037.206055
	Iteration 96Q: 3 clusters Score -2.304053e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 180698 members 
Entering Unmasked Estep 
Score: -23040518.000000 Penalty: 6037.206055
	Iteration 97Q: 3 clusters Score -2.304052e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 181277 members 
Entering Unmasked Estep 
Score: -23040522.000000 Penalty: 6037.206055
	Iteration 98Q: 3 clusters Score -2.304052e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 181863 members 
Entering Unmasked Estep 
Score: -23040492.000000 Penalty: 6037.206055
	Iteration 99Q: 3 clusters Score -2.304049e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 182414 members 
Entering Unmasked Estep 
Score: -23040486.000000 Penalty: 6037.206055
	Iteration 100F: 3 clusters Score -2.304049e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 182933 members 
Entering Unmasked Estep 
Score: -23040468.000000 Penalty: 6037.206055
	Iteration 101Q: 3 clusters Score -2.304047e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 183419 members 
Entering Unmasked Estep 
Score: -23040408.000000 Penalty: 6037.206055
	Iteration 102Q: 3 clusters Score -2.304041e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 183896 members 
Entering Unmasked Estep 
Score: -23040402.000000 Penalty: 6037.206055
	Iteration 103Q: 3 clusters Score -2.30404e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 184410 members 
Entering Unmasked Estep 
Score: -23040516.000000 Penalty: 6037.206055
	Iteration 104Q: 3 clusters Score -2.304052e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 184914 members 
Entering Unmasked Estep 
Score: -23040522.000000 Penalty: 6037.206055
	Iteration 105Q: 3 clusters Score -2.304052e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 185374 members 
Entering Unmasked Estep 
Score: -23040594.000000 Penalty: 6037.206055
	Iteration 106Q: 3 clusters Score -2.304059e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 185808 members 
Entering Unmasked Estep 
Score: -23040596.000000 Penalty: 6037.206055
	Iteration 107Q: 3 clusters Score -2.30406e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 186222 members 
Entering Unmasked Estep 
Score: -23040690.000000 Penalty: 6037.206055
	Iteration 108Q: 3 clusters Score -2.304069e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 186603 members 
Entering Unmasked Estep 
Score: -23040904.000000 Penalty: 6037.206055
	Iteration 109Q: 3 clusters Score -2.30409e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 186974 members 
Entering Unmasked Estep 
Score: -23040916.000000 Penalty: 6037.206055
	Iteration 110Q: 3 clusters Score -2.304092e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 187301 members 
Entering Unmasked Estep 
Score: -23041010.000000 Penalty: 6037.206055
	Iteration 111Q: 3 clusters Score -2.304101e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 187600 members 
Entering Unmasked Estep 
Score: -23041034.000000 Penalty: 6037.206055
	Iteration 112Q: 3 clusters Score -2.304103e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 187874 members 
Entering Unmasked Estep 
Score: -23041080.000000 Penalty: 6037.206055
	Iteration 113Q: 3 clusters Score -2.304108e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 188117 members 
Entering Unmasked Estep 
Score: -23041076.000000 Penalty: 6037.206055
	Iteration 114Q: 3 clusters Score -2.304108e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 188335 members 
Entering Unmasked Estep 
Score: -23041134.000000 Penalty: 6037.206055
	Iteration 115Q: 3 clusters Score -2.304113e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 188526 members 
Entering Unmasked Estep 
Score: -23041206.000000 Penalty: 6037.206055
	Iteration 116Q: 3 clusters Score -2.304121e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 188707 members 
Entering Unmasked Estep 
Score: -23041290.000000 Penalty: 6037.206055
	Iteration 117Q: 3 clusters Score -2.304129e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 188873 members 
Entering Unmasked Estep 
Score: -23041346.000000 Penalty: 6037.206055
	Iteration 118Q: 3 clusters Score -2.304135e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 189026 members 
Entering Unmasked Estep 
Score: -23041402.000000 Penalty: 6037.206055
	Iteration 119Q: 3 clusters Score -2.30414e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 189177 members 
Entering Unmasked Estep 
Score: -23041412.000000 Penalty: 6037.206055
	Iteration 120F: 3 clusters Score -2.304141e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 189329 members 
Entering Unmasked Estep 
Score: -23041440.000000 Penalty: 6037.206055
	Iteration 121Q: 3 clusters Score -2.304144e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 189464 members 
Entering Unmasked Estep 
Score: -23041454.000000 Penalty: 6037.206055
	Iteration 122Q: 3 clusters Score -2.304145e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 189585 members 
Entering Unmasked Estep 
Score: -23041502.000000 Penalty: 6037.206055
	Iteration 123Q: 3 clusters Score -2.30415e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 189693 members 
Entering Unmasked Estep 
Score: -23041522.000000 Penalty: 6037.206055
	Iteration 124Q: 3 clusters Score -2.304152e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 189793 members 
Entering Unmasked Estep 
Score: -23041524.000000 Penalty: 6037.206055
	Iteration 125Q: 3 clusters Score -2.304152e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 189883 members 
Entering Unmasked Estep 
Score: -23041574.000000 Penalty: 6037.206055
	Iteration 126Q: 3 clusters Score -2.304157e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 189953 members 
Entering Unmasked Estep 
Score: -23041582.000000 Penalty: 6037.206055
	Iteration 127Q: 3 clusters Score -2.304158e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 190030 members 
Entering Unmasked Estep 
Score: -23041602.000000 Penalty: 6037.206055
	Iteration 128Q: 3 clusters Score -2.30416e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 190110 members 
Entering Unmasked Estep 
Score: -23041574.000000 Penalty: 6037.206055
	Iteration 129Q: 3 clusters Score -2.304157e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 190174 members 
Entering Unmasked Estep 
Score: -23041588.000000 Penalty: 6037.206055
	Iteration 130Q: 3 clusters Score -2.304159e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 190235 members 
Entering Unmasked Estep 
Score: -23041592.000000 Penalty: 6037.206055
	Iteration 131Q: 3 clusters Score -2.304159e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 190297 members 
Entering Unmasked Estep 
Score: -23041576.000000 Penalty: 6037.206055
	Iteration 132Q: 3 clusters Score -2.304158e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 190348 members 
Entering Unmasked Estep 
Score: -23041576.000000 Penalty: 6037.206055
	Iteration 133Q: 3 clusters Score -2.304158e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 190394 members 
Entering Unmasked Estep 
Score: -23041570.000000 Penalty: 6037.206055
	Iteration 134Q: 3 clusters Score -2.304157e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 190434 members 
Entering Unmasked Estep 
Score: -23041580.000000 Penalty: 6037.206055
	Iteration 135Q: 3 clusters Score -2.304158e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 190473 members 
Entering Unmasked Estep 
Score: -23041592.000000 Penalty: 6037.206055
	Iteration 136Q: 3 clusters Score -2.304159e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 190506 members 
Entering Unmasked Estep 
Score: -23041652.000000 Penalty: 6037.206055
	Iteration 137Q: 3 clusters Score -2.304165e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 190541 members 
Entering Unmasked Estep 
Score: -23041682.000000 Penalty: 6037.206055
	Iteration 138Q: 3 clusters Score -2.304168e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 190574 members 
Entering Unmasked Estep 
Score: -23041680.000000 Penalty: 6037.206055
	Iteration 139Q: 3 clusters Score -2.304168e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 190604 members 
Entering Unmasked Estep 
Score: -23041686.000000 Penalty: 6037.206055
	Iteration 140F: 3 clusters Score -2.304169e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 190634 members 
Entering Unmasked Estep 
Score: -23041702.000000 Penalty: 6037.206055
	Iteration 141Q: 3 clusters Score -2.30417e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 190671 members 
Entering Unmasked Estep 
Score: -23041708.000000 Penalty: 6037.206055
	Iteration 142Q: 3 clusters Score -2.304171e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 190692 members 
Entering Unmasked Estep 
Score: -23041732.000000 Penalty: 6037.206055
	Iteration 143Q: 3 clusters Score -2.304173e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 190717 members 
Entering Unmasked Estep 
Score: -23041734.000000 Penalty: 6037.206055
	Iteration 144Q: 3 clusters Score -2.304173e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 190747 members 
Entering Unmasked Estep 
Score: -23041706.000000 Penalty: 6037.206055
	Iteration 145Q: 3 clusters Score -2.304171e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 190769 members 
Entering Unmasked Estep 
Score: -23041710.000000 Penalty: 6037.206055
	Iteration 146Q: 3 clusters Score -2.304171e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 190798 members 
Entering Unmasked Estep 
Score: -23041734.000000 Penalty: 6037.206055
	Iteration 147Q: 3 clusters Score -2.304173e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 190836 members 
Entering Unmasked Estep 
Score: -23041758.000000 Penalty: 6037.206055
	Iteration 148Q: 3 clusters Score -2.304176e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 190872 members 
Entering Unmasked Estep 
Score: -23041774.000000 Penalty: 6037.206055
	Iteration 149Q: 3 clusters Score -2.304177e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 190904 members 
Entering Unmasked Estep 
Score: -23041776.000000 Penalty: 6037.206055
	Iteration 150Q: 3 clusters Score -2.304178e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 190931 members 
Entering Unmasked Estep 
Score: -23041778.000000 Penalty: 6037.206055
	Iteration 151Q: 3 clusters Score -2.304178e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 190960 members 
Entering Unmasked Estep 
Score: -23041818.000000 Penalty: 6037.206055
	Iteration 152Q: 3 clusters Score -2.304182e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 190980 members 
Entering Unmasked Estep 
Score: -23041802.000000 Penalty: 6037.206055
	Iteration 153Q: 3 clusters Score -2.30418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 191002 members 
Entering Unmasked Estep 
Score: -23041808.000000 Penalty: 6037.206055
	Iteration 154Q: 3 clusters Score -2.304181e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 191023 members 
Entering Unmasked Estep 
Score: -23041802.000000 Penalty: 6037.206055
	Iteration 155Q: 3 clusters Score -2.30418e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 191044 members 
Entering Unmasked Estep 
Score: -23041834.000000 Penalty: 6037.206055
	Iteration 156Q: 3 clusters Score -2.304183e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 191064 members 
Entering Unmasked Estep 
Score: -23041832.000000 Penalty: 6037.206055
	Iteration 157Q: 3 clusters Score -2.304183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 191078 members 
Entering Unmasked Estep 
Score: -23041816.000000 Penalty: 6037.206055
	Iteration 158Q: 3 clusters Score -2.304182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 191089 members 
Entering Unmasked Estep 
Score: -23041810.000000 Penalty: 6037.206055
	Iteration 159Q: 3 clusters Score -2.304181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 191096 members 
Entering Unmasked Estep 
Score: -23041814.000000 Penalty: 6037.206055
	Iteration 160F: 3 clusters Score -2.304181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 191104 members 
Entering Unmasked Estep 
Score: -23041838.000000 Penalty: 6037.206055
	Iteration 161Q: 3 clusters Score -2.304184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 191116 members 
Entering Unmasked Estep 
Score: -23041832.000000 Penalty: 6037.206055
	Iteration 162Q: 3 clusters Score -2.304183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 191123 members 
Entering Unmasked Estep 
Score: -23041842.000000 Penalty: 6037.206055
	Iteration 163Q: 3 clusters Score -2.304184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 191126 members 
Entering Unmasked Estep 
Score: -23041848.000000 Penalty: 6037.206055
	Iteration 164Q: 3 clusters Score -2.304185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 191128 members 
Entering Unmasked Estep 
Score: -23041834.000000 Penalty: 6037.206055
	Iteration 165Q: 3 clusters Score -2.304183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 191130 members 
Entering Unmasked Estep 
Score: -23041834.000000 Penalty: 6037.206055
	Iteration 166Q: 3 clusters Score -2.304183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 191133 members 
Entering Unmasked Estep 
Score: -23041840.000000 Penalty: 6037.206055
	Iteration 167Q: 3 clusters Score -2.304184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 191135 members 
Entering Unmasked Estep 
Score: -23041850.000000 Penalty: 6037.206055
	Iteration 168Q: 3 clusters Score -2.304185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 191138 members 
Entering Unmasked Estep 
Score: -23041852.000000 Penalty: 6037.206055
	Iteration 169Q: 3 clusters Score -2.304185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 191140 members 
Entering Unmasked Estep 
Score: -23041864.000000 Penalty: 6037.206055
	Iteration 170Q: 3 clusters Score -2.304186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 191142 members 
Entering Unmasked Estep 
Score: -23041864.000000 Penalty: 6037.206055
	Iteration 171Q: 3 clusters Score -2.304186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 191144 members 
Entering Unmasked Estep 
Score: -23041856.000000 Penalty: 6037.206055
	Iteration 172Q: 3 clusters Score -2.304186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 191146 members 
Entering Unmasked Estep 
Score: -23041856.000000 Penalty: 6037.206055
	Iteration 173Q: 3 clusters Score -2.304186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 191148 members 
Entering Unmasked Estep 
Score: -23041846.000000 Penalty: 6037.206055
	Iteration 174Q: 3 clusters Score -2.304185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 191151 members 
Entering Unmasked Estep 
Score: -23041854.000000 Penalty: 6037.206055
	Iteration 175Q: 3 clusters Score -2.304185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 191152 members 
Entering Unmasked Estep 
Score: -23041862.000000 Penalty: 6037.206055
	Iteration 176Q: 3 clusters Score -2.304186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 191153 members 
Entering Unmasked Estep 
Score: -23041868.000000 Penalty: 6037.206055
	Iteration 177Q: 3 clusters Score -2.304187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 191154 members 
Entering Unmasked Estep 
Score: -23041870.000000 Penalty: 6037.206055
	Iteration 178Q: 3 clusters Score -2.304187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 191155 members 
Entering Unmasked Estep 
Score: -23041854.000000 Penalty: 6037.206055
	Iteration 179Q: 3 clusters Score -2.304185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 191156 members 
Entering Unmasked Estep 
Score: -23041862.000000 Penalty: 6037.206055
	Iteration 180F: 3 clusters Score -2.304186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 191157 members 
Entering Unmasked Estep 
Score: -23041858.000000 Penalty: 6037.206055
	Iteration 181Q: 3 clusters Score -2.304186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 191157 members 
Entering Unmasked Estep 
Score: -23041868.000000 Penalty: 6037.206055
	Iteration 182Q: 3 clusters Score -2.304187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 191158 members 
Entering Unmasked Estep 
Score: -23041864.000000 Penalty: 6037.206055
	Iteration 183Q: 3 clusters Score -2.304186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 191160 members 
Entering Unmasked Estep 
Score: -23041852.000000 Penalty: 6037.206055
	Iteration 184Q: 3 clusters Score -2.304185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 191164 members 
Entering Unmasked Estep 
Score: -23041878.000000 Penalty: 6037.206055
	Iteration 185Q: 3 clusters Score -2.304188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 191163 members 
Entering Unmasked Estep 
Score: -23041872.000000 Penalty: 6037.206055
	Iteration 186Q: 3 clusters Score -2.304187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 191162 members 
Entering Unmasked Estep 
Score: -23041882.000000 Penalty: 6037.206055
	Iteration 187Q: 3 clusters Score -2.304188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 191162 members 
Entering Unmasked Estep 
Score: -23041882.000000 Penalty: 6037.206055
	Iteration 188F: 3 clusters Score -2.304188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Entering Unmasked Estep 
Score: -804190.562500 Penalty: 2190.119629
	Iteration 0F: 2 clusters Score -804190.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -798476.187500 Penalty: 4380.239258
	Iteration 0F: 3 clusters Score -798476.2 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -799987.937500 Penalty: 4380.239258
	Iteration 1F: 3 clusters Score -799987.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -800227.687500 Penalty: 4380.239258
	Iteration 2F: 3 clusters Score -800227.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -800352.312500 Penalty: 4380.239258
	Iteration 3Q: 3 clusters Score -800352.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -800435.437500 Penalty: 4380.239258
	Iteration 4Q: 3 clusters Score -800435.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -800490.562500 Penalty: 4380.239258
	Iteration 5Q: 3 clusters Score -800490.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -800548.500000 Penalty: 4380.239258
	Iteration 6Q: 3 clusters Score -800548.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -800589.875000 Penalty: 4380.239258
	Iteration 7Q: 3 clusters Score -800589.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -800623.000000 Penalty: 4380.239258
	Iteration 8Q: 3 clusters Score -800623 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -800656.687500 Penalty: 4380.239258
	Iteration 9Q: 3 clusters Score -800656.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -800680.250000 Penalty: 4380.239258
	Iteration 10Q: 3 clusters Score -800680.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -800699.500000 Penalty: 4380.239258
	Iteration 11Q: 3 clusters Score -800699.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -800719.125000 Penalty: 4380.239258
	Iteration 12Q: 3 clusters Score -800719.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -800727.750000 Penalty: 4380.239258
	Iteration 13Q: 3 clusters Score -800727.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -800737.312500 Penalty: 4380.239258
	Iteration 14Q: 3 clusters Score -800737.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -800744.625000 Penalty: 4380.239258
	Iteration 15Q: 3 clusters Score -800744.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -800749.375000 Penalty: 4380.239258
	Iteration 16Q: 3 clusters Score -800749.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -800756.000000 Penalty: 4380.239258
	Iteration 17Q: 3 clusters Score -800756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -800762.187500 Penalty: 4380.239258
	Iteration 18Q: 3 clusters Score -800762.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -800773.000000 Penalty: 4380.239258
	Iteration 19Q: 3 clusters Score -800773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -800786.187500 Penalty: 4380.239258
	Iteration 20F: 3 clusters Score -800786.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -800793.375000 Penalty: 4380.239258
	Iteration 21Q: 3 clusters Score -800793.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -800802.062500 Penalty: 4380.239258
	Iteration 22Q: 3 clusters Score -800802.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -800812.437500 Penalty: 4380.239258
	Iteration 23Q: 3 clusters Score -800812.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -800824.687500 Penalty: 4380.239258
	Iteration 24Q: 3 clusters Score -800824.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -800830.125000 Penalty: 4380.239258
	Iteration 25Q: 3 clusters Score -800830.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -800835.812500 Penalty: 4380.239258
	Iteration 26Q: 3 clusters Score -800835.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -800844.187500 Penalty: 4380.239258
	Iteration 27Q: 3 clusters Score -800844.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -800856.437500 Penalty: 4380.239258
	Iteration 28Q: 3 clusters Score -800856.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -800871.312500 Penalty: 4380.239258
	Iteration 29Q: 3 clusters Score -800871.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -800887.187500 Penalty: 4380.239258
	Iteration 30Q: 3 clusters Score -800887.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -800905.812500 Penalty: 4380.239258
	Iteration 31Q: 3 clusters Score -800905.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -800922.187500 Penalty: 4380.239258
	Iteration 32Q: 3 clusters Score -800922.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -800932.500000 Penalty: 4380.239258
	Iteration 33Q: 3 clusters Score -800932.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -800941.750000 Penalty: 4380.239258
	Iteration 34Q: 3 clusters Score -800941.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -800951.312500 Penalty: 4380.239258
	Iteration 35Q: 3 clusters Score -800951.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -800963.562500 Penalty: 4380.239258
	Iteration 36Q: 3 clusters Score -800963.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -800982.062500 Penalty: 4380.239258
	Iteration 37Q: 3 clusters Score -800982.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -800998.375000 Penalty: 4380.239258
	Iteration 38Q: 3 clusters Score -800998.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -801012.875000 Penalty: 4380.239258
	Iteration 39Q: 3 clusters Score -801012.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -801028.687500 Penalty: 4380.239258
	Iteration 40F: 3 clusters Score -801028.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -801053.625000 Penalty: 4380.239258
	Iteration 41Q: 3 clusters Score -801053.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -801084.187500 Penalty: 4380.239258
	Iteration 42Q: 3 clusters Score -801084.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -801117.125000 Penalty: 4380.239258
	Iteration 43Q: 3 clusters Score -801117.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -801160.812500 Penalty: 4380.239258
	Iteration 44Q: 3 clusters Score -801160.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -801221.375000 Penalty: 4380.239258
	Iteration 45Q: 3 clusters Score -801221.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -801297.812500 Penalty: 4380.239258
	Iteration 46Q: 3 clusters Score -801297.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -801379.000000 Penalty: 4380.239258
	Iteration 47Q: 3 clusters Score -801379 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -801469.625000 Penalty: 4380.239258
	Iteration 48Q: 3 clusters Score -801469.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -801588.562500 Penalty: 4380.239258
	Iteration 49Q: 3 clusters Score -801588.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -801705.750000 Penalty: 4380.239258
	Iteration 50Q: 3 clusters Score -801705.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -801821.062500 Penalty: 4380.239258
	Iteration 51Q: 3 clusters Score -801821.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -801926.562500 Penalty: 4380.239258
	Iteration 52Q: 3 clusters Score -801926.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -802014.562500 Penalty: 4380.239258
	Iteration 53Q: 3 clusters Score -802014.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -802096.687500 Penalty: 4380.239258
	Iteration 54Q: 3 clusters Score -802096.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -802155.250000 Penalty: 4380.239258
	Iteration 55Q: 3 clusters Score -802155.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -802209.312500 Penalty: 4380.239258
	Iteration 56Q: 3 clusters Score -802209.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -802243.437500 Penalty: 4380.239258
	Iteration 57Q: 3 clusters Score -802243.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -802273.937500 Penalty: 4380.239258
	Iteration 58Q: 3 clusters Score -802273.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -802296.312500 Penalty: 4380.239258
	Iteration 59Q: 3 clusters Score -802296.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -802317.562500 Penalty: 4380.239258
	Iteration 60F: 3 clusters Score -802317.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -802336.562500 Penalty: 4380.239258
	Iteration 61Q: 3 clusters Score -802336.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -802349.250000 Penalty: 4380.239258
	Iteration 62Q: 3 clusters Score -802349.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -802354.312500 Penalty: 4380.239258
	Iteration 63Q: 3 clusters Score -802354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -802357.375000 Penalty: 4380.239258
	Iteration 64Q: 3 clusters Score -802357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -802361.687500 Penalty: 4380.239258
	Iteration 65Q: 3 clusters Score -802361.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -802366.750000 Penalty: 4380.239258
	Iteration 66Q: 3 clusters Score -802366.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -802366.562500 Penalty: 4380.239258
	Iteration 67Q: 3 clusters Score -802366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -802369.062500 Penalty: 4380.239258
	Iteration 68Q: 3 clusters Score -802369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -802373.062500 Penalty: 4380.239258
	Iteration 69Q: 3 clusters Score -802373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -802377.750000 Penalty: 4380.239258
	Iteration 70Q: 3 clusters Score -802377.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -802385.000000 Penalty: 4380.239258
	Iteration 71Q: 3 clusters Score -802385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -802387.125000 Penalty: 4380.239258
	Iteration 72Q: 3 clusters Score -802387.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -802390.625000 Penalty: 4380.239258
	Iteration 73Q: 3 clusters Score -802390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -802396.500000 Penalty: 4380.239258
	Iteration 74Q: 3 clusters Score -802396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -802405.187500 Penalty: 4380.239258
	Iteration 75Q: 3 clusters Score -802405.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -802418.000000 Penalty: 4380.239258
	Iteration 76Q: 3 clusters Score -802418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -802428.250000 Penalty: 4380.239258
	Iteration 77Q: 3 clusters Score -802428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -802431.562500 Penalty: 4380.239258
	Iteration 78Q: 3 clusters Score -802431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -802433.500000 Penalty: 4380.239258
	Iteration 79Q: 3 clusters Score -802433.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -802433.500000 Penalty: 4380.239258
	Iteration 80F: 3 clusters Score -802433.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Entering Unmasked Estep 
Score: -1150637.875000 Penalty: 2280.466553
	Iteration 0F: 2 clusters Score -1150638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1143115.500000 Penalty: 4560.933105
	Iteration 0F: 3 clusters Score -1143116 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1145300.625000 Penalty: 4560.933105
	Iteration 1F: 3 clusters Score -1145301 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1145667.875000 Penalty: 4560.933105
	Iteration 2F: 3 clusters Score -1145668 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1146044.250000 Penalty: 4560.933105
	Iteration 3F: 3 clusters Score -1146044 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1146409.875000 Penalty: 4560.933105
	Iteration 4F: 3 clusters Score -1146410 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1146797.000000 Penalty: 4560.933105
	Iteration 5F: 3 clusters Score -1146797 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1147232.125000 Penalty: 4560.933105
	Iteration 6F: 3 clusters Score -1147232 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1147678.750000 Penalty: 4560.933105
	Iteration 7F: 3 clusters Score -1147679 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1148084.125000 Penalty: 4560.933105
	Iteration 8F: 3 clusters Score -1148084 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1148436.375000 Penalty: 4560.933105
	Iteration 9Q: 3 clusters Score -1148436 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1148682.625000 Penalty: 4560.933105
	Iteration 10Q: 3 clusters Score -1148683 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1148833.375000 Penalty: 4560.933105
	Iteration 11Q: 3 clusters Score -1148833 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1148945.875000 Penalty: 4560.933105
	Iteration 12Q: 3 clusters Score -1148946 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1149027.250000 Penalty: 4560.933105
	Iteration 13Q: 3 clusters Score -1149027 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1149097.750000 Penalty: 4560.933105
	Iteration 14Q: 3 clusters Score -1149098 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1149142.375000 Penalty: 4560.933105
	Iteration 15Q: 3 clusters Score -1149142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1149187.250000 Penalty: 4560.933105
	Iteration 16Q: 3 clusters Score -1149187 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1149226.500000 Penalty: 4560.933105
	Iteration 17Q: 3 clusters Score -1149226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1149253.125000 Penalty: 4560.933105
	Iteration 18Q: 3 clusters Score -1149253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1149269.500000 Penalty: 4560.933105
	Iteration 19Q: 3 clusters Score -1149270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1149283.375000 Penalty: 4560.933105
	Iteration 20F: 3 clusters Score -1149283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1149297.500000 Penalty: 4560.933105
	Iteration 21Q: 3 clusters Score -1149298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1149317.375000 Penalty: 4560.933105
	Iteration 22Q: 3 clusters Score -1149317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1149336.250000 Penalty: 4560.933105
	Iteration 23Q: 3 clusters Score -1149336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1149351.000000 Penalty: 4560.933105
	Iteration 24Q: 3 clusters Score -1149351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1149364.875000 Penalty: 4560.933105
	Iteration 25Q: 3 clusters Score -1149365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1149372.250000 Penalty: 4560.933105
	Iteration 26Q: 3 clusters Score -1149372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1149377.000000 Penalty: 4560.933105
	Iteration 27Q: 3 clusters Score -1149377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1149380.625000 Penalty: 4560.933105
	Iteration 28Q: 3 clusters Score -1149381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1149383.875000 Penalty: 4560.933105
	Iteration 29Q: 3 clusters Score -1149384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1149387.375000 Penalty: 4560.933105
	Iteration 30Q: 3 clusters Score -1149387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1149388.125000 Penalty: 4560.933105
	Iteration 31Q: 3 clusters Score -1149388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1149388.125000 Penalty: 4560.933105
	Iteration 32F: 3 clusters Score -1149388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Entering Unmasked Estep 
Score: -581068.562500 Penalty: 2107.253662
	Iteration 0F: 2 clusters Score -581068.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -576622.625000 Penalty: 4214.507324
	Iteration 0F: 3 clusters Score -576622.6 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -577659.187500 Penalty: 4214.507324
	Iteration 1F: 3 clusters Score -577659.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -577852.687500 Penalty: 4214.507324
	Iteration 2F: 3 clusters Score -577852.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -578031.187500 Penalty: 4214.507324
	Iteration 3Q: 3 clusters Score -578031.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -578210.312500 Penalty: 4214.507324
	Iteration 4Q: 3 clusters Score -578210.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -578383.812500 Penalty: 4214.507324
	Iteration 5Q: 3 clusters Score -578383.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -578535.437500 Penalty: 4214.507324
	Iteration 6Q: 3 clusters Score -578535.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -578658.937500 Penalty: 4214.507324
	Iteration 7Q: 3 clusters Score -578658.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -578778.562500 Penalty: 4214.507324
	Iteration 8Q: 3 clusters Score -578778.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -578873.250000 Penalty: 4214.507324
	Iteration 9Q: 3 clusters Score -578873.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -578955.062500 Penalty: 4214.507324
	Iteration 10Q: 3 clusters Score -578955.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -579021.562500 Penalty: 4214.507324
	Iteration 11Q: 3 clusters Score -579021.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -579090.625000 Penalty: 4214.507324
	Iteration 12Q: 3 clusters Score -579090.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -579138.000000 Penalty: 4214.507324
	Iteration 13Q: 3 clusters Score -579138 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -579185.562500 Penalty: 4214.507324
	Iteration 14Q: 3 clusters Score -579185.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -579226.312500 Penalty: 4214.507324
	Iteration 15Q: 3 clusters Score -579226.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -579259.562500 Penalty: 4214.507324
	Iteration 16Q: 3 clusters Score -579259.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -579283.687500 Penalty: 4214.507324
	Iteration 17Q: 3 clusters Score -579283.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -579312.000000 Penalty: 4214.507324
	Iteration 18Q: 3 clusters Score -579312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -579331.812500 Penalty: 4214.507324
	Iteration 19Q: 3 clusters Score -579331.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -579345.187500 Penalty: 4214.507324
	Iteration 20F: 3 clusters Score -579345.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -579363.062500 Penalty: 4214.507324
	Iteration 21Q: 3 clusters Score -579363.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -579382.812500 Penalty: 4214.507324
	Iteration 22Q: 3 clusters Score -579382.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -579397.562500 Penalty: 4214.507324
	Iteration 23Q: 3 clusters Score -579397.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -579404.937500 Penalty: 4214.507324
	Iteration 24Q: 3 clusters Score -579404.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -579411.187500 Penalty: 4214.507324
	Iteration 25Q: 3 clusters Score -579411.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -579416.625000 Penalty: 4214.507324
	Iteration 26Q: 3 clusters Score -579416.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -579426.375000 Penalty: 4214.507324
	Iteration 27Q: 3 clusters Score -579426.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -579435.625000 Penalty: 4214.507324
	Iteration 28Q: 3 clusters Score -579435.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -579446.625000 Penalty: 4214.507324
	Iteration 29Q: 3 clusters Score -579446.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -579455.250000 Penalty: 4214.507324
	Iteration 30Q: 3 clusters Score -579455.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -579467.500000 Penalty: 4214.507324
	Iteration 31Q: 3 clusters Score -579467.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -579472.625000 Penalty: 4214.507324
	Iteration 32Q: 3 clusters Score -579472.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -579479.937500 Penalty: 4214.507324
	Iteration 33Q: 3 clusters Score -579479.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -579487.500000 Penalty: 4214.507324
	Iteration 34Q: 3 clusters Score -579487.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -579492.437500 Penalty: 4214.507324
	Iteration 35Q: 3 clusters Score -579492.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -579498.437500 Penalty: 4214.507324
	Iteration 36Q: 3 clusters Score -579498.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -579503.250000 Penalty: 4214.507324
	Iteration 37Q: 3 clusters Score -579503.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -579504.437500 Penalty: 4214.507324
	Iteration 38Q: 3 clusters Score -579504.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -579509.937500 Penalty: 4214.507324
	Iteration 39Q: 3 clusters Score -579509.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -579515.687500 Penalty: 4214.507324
	Iteration 40F: 3 clusters Score -579515.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -579518.125000 Penalty: 4214.507324
	Iteration 41Q: 3 clusters Score -579518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -579518.187500 Penalty: 4214.507324
	Iteration 42Q: 3 clusters Score -579518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -579522.437500 Penalty: 4214.507324
	Iteration 43Q: 3 clusters Score -579522.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -579524.187500 Penalty: 4214.507324
	Iteration 44Q: 3 clusters Score -579524.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -579529.437500 Penalty: 4214.507324
	Iteration 45Q: 3 clusters Score -579529.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -579532.312500 Penalty: 4214.507324
	Iteration 46Q: 3 clusters Score -579532.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -579536.625000 Penalty: 4214.507324
	Iteration 47Q: 3 clusters Score -579536.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -579541.750000 Penalty: 4214.507324
	Iteration 48Q: 3 clusters Score -579541.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -579543.312500 Penalty: 4214.507324
	Iteration 49Q: 3 clusters Score -579543.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -579546.000000 Penalty: 4214.507324
	Iteration 50Q: 3 clusters Score -579546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -579547.187500 Penalty: 4214.507324
	Iteration 51Q: 3 clusters Score -579547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -579549.625000 Penalty: 4214.507324
	Iteration 52Q: 3 clusters Score -579549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -579551.937500 Penalty: 4214.507324
	Iteration 53Q: 3 clusters Score -579551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -579554.437500 Penalty: 4214.507324
	Iteration 54Q: 3 clusters Score -579554.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -579556.562500 Penalty: 4214.507324
	Iteration 55Q: 3 clusters Score -579556.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -579558.250000 Penalty: 4214.507324
	Iteration 56Q: 3 clusters Score -579558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -579557.875000 Penalty: 4214.507324
	Iteration 57Q: 3 clusters Score -579557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -579559.312500 Penalty: 4214.507324
	Iteration 58Q: 3 clusters Score -579559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -579557.875000 Penalty: 4214.507324
	Iteration 59Q: 3 clusters Score -579557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -579559.125000 Penalty: 4214.507324
	Iteration 60F: 3 clusters Score -579559.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (157863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157863 members 
Entering Unmasked Estep 
Score: -18781720.000000 Penalty: 2968.431641
	Iteration 0F: 2 clusters Score -1.878172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78980 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -18677444.000000 Penalty: 5936.863281
	Iteration 0F: 3 clusters Score -1.867744e+07 nChanged 75491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 78036 members 
Entering Unmasked Estep 
Score: -18720776.000000 Penalty: 5936.863281
	Iteration 1F: 3 clusters Score -1.872078e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 77301 members 
Entering Unmasked Estep 
Score: -18721862.000000 Penalty: 5936.863281
	Iteration 2Q: 3 clusters Score -1.872186e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81727 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -18722962.000000 Penalty: 5936.863281
	Iteration 3Q: 3 clusters Score -1.872296e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 74439 members 
Entering Unmasked Estep 
Score: -18724314.000000 Penalty: 5936.863281
	Iteration 4Q: 3 clusters Score -1.872431e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -18726100.000000 Penalty: 5936.863281
	Iteration 5Q: 3 clusters Score -1.87261e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -18728660.000000 Penalty: 5936.863281
	Iteration 6Q: 3 clusters Score -1.872866e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -18732072.000000 Penalty: 5936.863281
	Iteration 7Q: 3 clusters Score -1.873207e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -18737162.000000 Penalty: 5936.863281
	Iteration 8F: 3 clusters Score -1.873716e+07 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107333 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -18743768.000000 Penalty: 5936.863281
	Iteration 9F: 3 clusters Score -1.874377e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114211 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -18751160.000000 Penalty: 5936.863281
	Iteration 10F: 3 clusters Score -1.875116e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119798 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -18757190.000000 Penalty: 5936.863281
	Iteration 11F: 3 clusters Score -1.875719e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123970 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -18761388.000000 Penalty: 5936.863281
	Iteration 12Q: 3 clusters Score -1.876139e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127292 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -18763746.000000 Penalty: 5936.863281
	Iteration 13Q: 3 clusters Score -1.876375e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130236 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -18765416.000000 Penalty: 5936.863281
	Iteration 14Q: 3 clusters Score -1.876542e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133039 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -18766786.000000 Penalty: 5936.863281
	Iteration 15Q: 3 clusters Score -1.876679e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135850 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -18768094.000000 Penalty: 5936.863281
	Iteration 16Q: 3 clusters Score -1.876809e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138637 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -18769518.000000 Penalty: 5936.863281
	Iteration 17Q: 3 clusters Score -1.876952e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141351 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -18770842.000000 Penalty: 5936.863281
	Iteration 18Q: 3 clusters Score -1.877084e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143951 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -18772230.000000 Penalty: 5936.863281
	Iteration 19Q: 3 clusters Score -1.877223e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146471 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -18773566.000000 Penalty: 5936.863281
	Iteration 20F: 3 clusters Score -1.877357e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148792 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -18774878.000000 Penalty: 5936.863281
	Iteration 21Q: 3 clusters Score -1.877488e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150878 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -18776072.000000 Penalty: 5936.863281
	Iteration 22Q: 3 clusters Score -1.877607e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152561 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -18776970.000000 Penalty: 5936.863281
	Iteration 23Q: 3 clusters Score -1.877697e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153887 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -18777718.000000 Penalty: 5936.863281
	Iteration 24Q: 3 clusters Score -1.877772e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154814 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -18778296.000000 Penalty: 5936.863281
	Iteration 25Q: 3 clusters Score -1.87783e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155421 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -18778638.000000 Penalty: 5936.863281
	Iteration 26Q: 3 clusters Score -1.877864e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155776 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -18778836.000000 Penalty: 5936.863281
	Iteration 27Q: 3 clusters Score -1.877884e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156010 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -18778968.000000 Penalty: 5936.863281
	Iteration 28Q: 3 clusters Score -1.877897e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -18779010.000000 Penalty: 5936.863281
	Iteration 29Q: 3 clusters Score -1.877901e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156309 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -18779078.000000 Penalty: 5936.863281
	Iteration 30Q: 3 clusters Score -1.877908e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156414 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -18779118.000000 Penalty: 5936.863281
	Iteration 31Q: 3 clusters Score -1.877912e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156495 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -18779112.000000 Penalty: 5936.863281
	Iteration 32Q: 3 clusters Score -1.877911e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156560 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -18779194.000000 Penalty: 5936.863281
	Iteration 33Q: 3 clusters Score -1.877919e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156614 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -18779218.000000 Penalty: 5936.863281
	Iteration 34Q: 3 clusters Score -1.877922e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156667 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -18779254.000000 Penalty: 5936.863281
	Iteration 35Q: 3 clusters Score -1.877925e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156700 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -18779260.000000 Penalty: 5936.863281
	Iteration 36Q: 3 clusters Score -1.877926e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156725 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -18779280.000000 Penalty: 5936.863281
	Iteration 37Q: 3 clusters Score -1.877928e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156750 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -18779294.000000 Penalty: 5936.863281
	Iteration 38Q: 3 clusters Score -1.877929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156769 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18779324.000000 Penalty: 5936.863281
	Iteration 39Q: 3 clusters Score -1.877932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156785 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -18779324.000000 Penalty: 5936.863281
	Iteration 40F: 3 clusters Score -1.877932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156801 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -18779316.000000 Penalty: 5936.863281
	Iteration 41Q: 3 clusters Score -1.877932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156811 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -18779326.000000 Penalty: 5936.863281
	Iteration 42Q: 3 clusters Score -1.877933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156816 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -18779330.000000 Penalty: 5936.863281
	Iteration 43Q: 3 clusters Score -1.877933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156825 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -18779322.000000 Penalty: 5936.863281
	Iteration 44Q: 3 clusters Score -1.877932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156834 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -18779312.000000 Penalty: 5936.863281
	Iteration 45Q: 3 clusters Score -1.877931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156836 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -18779324.000000 Penalty: 5936.863281
	Iteration 46Q: 3 clusters Score -1.877932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156837 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -18779326.000000 Penalty: 5936.863281
	Iteration 47Q: 3 clusters Score -1.877933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156837 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -18779326.000000 Penalty: 5936.863281
	Iteration 48F: 3 clusters Score -1.877933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Entering Unmasked Estep 
Score: -1788278.875000 Penalty: 2392.915527
	Iteration 0F: 2 clusters Score -1788279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1777150.875000 Penalty: 4785.831055
	Iteration 0F: 3 clusters Score -1777151 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1780599.500000 Penalty: 4785.831055
	Iteration 1F: 3 clusters Score -1780600 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1780977.875000 Penalty: 4785.831055
	Iteration 2F: 3 clusters Score -1780978 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1781282.375000 Penalty: 4785.831055
	Iteration 3F: 3 clusters Score -1781282 nChanged 668
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1781562 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1781824 nChanged 620
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1782132 nChanged 640
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Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1782498 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1782903 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1783308 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1783723.875000 Penalty: 4785.831055
	Iteration 10Q: 3 clusters Score -1783724 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1784139 nChanged 614
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Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1784462 nChanged 537
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Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1784765 nChanged 449
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1785000 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1785228.250000 Penalty: 4785.831055
	Iteration 15Q: 3 clusters Score -1785228 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1785464 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1785716.500000 Penalty: 4785.831055
	Iteration 17Q: 3 clusters Score -1785716 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1785928 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1786076.375000 Penalty: 4785.831055
	Iteration 19Q: 3 clusters Score -1786076 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1786178.375000 Penalty: 4785.831055
	Iteration 20F: 3 clusters Score -1786178 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1786260.625000 Penalty: 4785.831055
	Iteration 21Q: 3 clusters Score -1786261 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1786329.375000 Penalty: 4785.831055
	Iteration 22Q: 3 clusters Score -1786329 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1786367.250000 Penalty: 4785.831055
	Iteration 23Q: 3 clusters Score -1786367 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1786405.500000 Penalty: 4785.831055
	Iteration 24Q: 3 clusters Score -1786406 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1786426.375000 Penalty: 4785.831055
	Iteration 25Q: 3 clusters Score -1786426 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1786445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1786457.750000 Penalty: 4785.831055
	Iteration 27Q: 3 clusters Score -1786458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1786470.750000 Penalty: 4785.831055
	Iteration 28Q: 3 clusters Score -1786471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1786479.375000 Penalty: 4785.831055
	Iteration 29Q: 3 clusters Score -1786479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1786493.500000 Penalty: 4785.831055
	Iteration 30Q: 3 clusters Score -1786494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1786498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1786502.250000 Penalty: 4785.831055
	Iteration 32Q: 3 clusters Score -1786502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1786510.250000 Penalty: 4785.831055
	Iteration 33Q: 3 clusters Score -1786510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1786511.500000 Penalty: 4785.831055
	Iteration 34Q: 3 clusters Score -1786512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1786515.375000 Penalty: 4785.831055
	Iteration 35Q: 3 clusters Score -1786515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1786521.875000 Penalty: 4785.831055
	Iteration 36Q: 3 clusters Score -1786522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1786527.625000 Penalty: 4785.831055
	Iteration 37Q: 3 clusters Score -1786528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1786533.125000 Penalty: 4785.831055
	Iteration 38Q: 3 clusters Score -1786533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1786532.250000 Penalty: 4785.831055
	Iteration 39Q: 3 clusters Score -1786532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1786539.000000 Penalty: 4785.831055
	Iteration 40F: 3 clusters Score -1786539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1786541.500000 Penalty: 4785.831055
	Iteration 41Q: 3 clusters Score -1786542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1786541.750000 Penalty: 4785.831055
	Iteration 42Q: 3 clusters Score -1786542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1786540.125000 Penalty: 4785.831055
	Iteration 43Q: 3 clusters Score -1786540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1786543.500000 Penalty: 4785.831055
	Iteration 44Q: 3 clusters Score -1786544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1786548.375000 Penalty: 4785.831055
	Iteration 45Q: 3 clusters Score -1786548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1786547.750000 Penalty: 4785.831055
	Iteration 46Q: 3 clusters Score -1786548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1786547.500000 Penalty: 4785.831055
	Iteration 47Q: 3 clusters Score -1786548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1786551.375000 Penalty: 4785.831055
	Iteration 48Q: 3 clusters Score -1786551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1786552.125000 Penalty: 4785.831055
	Iteration 49Q: 3 clusters Score -1786552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1786554.750000 Penalty: 4785.831055
	Iteration 50Q: 3 clusters Score -1786555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1786555.750000 Penalty: 4785.831055
	Iteration 51Q: 3 clusters Score -1786556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1786559.750000 Penalty: 4785.831055
	Iteration 52Q: 3 clusters Score -1786560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1786564.000000 Penalty: 4785.831055
	Iteration 53Q: 3 clusters Score -1786564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1786564.000000 Penalty: 4785.831055
	Iteration 54Q: 3 clusters Score -1786564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1786567.750000 Penalty: 4785.831055
	Iteration 55Q: 3 clusters Score -1786568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1786569.625000 Penalty: 4785.831055
	Iteration 56Q: 3 clusters Score -1786570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1786574.250000 Penalty: 4785.831055
	Iteration 57Q: 3 clusters Score -1786574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1786574.625000 Penalty: 4785.831055
	Iteration 58Q: 3 clusters Score -1786575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1786581.875000 Penalty: 4785.831055
	Iteration 59Q: 3 clusters Score -1786582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1786580.750000 Penalty: 4785.831055
	Iteration 60F: 3 clusters Score -1786581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1786584.750000 Penalty: 4785.831055
	Iteration 61Q: 3 clusters Score -1786585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1786589.625000 Penalty: 4785.831055
	Iteration 62Q: 3 clusters Score -1786590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1786588.000000 Penalty: 4785.831055
	Iteration 63Q: 3 clusters Score -1786588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1786595.750000 Penalty: 4785.831055
	Iteration 64Q: 3 clusters Score -1786596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1786597.125000 Penalty: 4785.831055
	Iteration 65Q: 3 clusters Score -1786597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1786597.625000 Penalty: 4785.831055
	Iteration 66Q: 3 clusters Score -1786598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1786596.250000 Penalty: 4785.831055
	Iteration 67Q: 3 clusters Score -1786596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1786596.000000 Penalty: 4785.831055
	Iteration 68Q: 3 clusters Score -1786596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1786593.500000 Penalty: 4785.831055
	Iteration 69Q: 3 clusters Score -1786594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1786595.375000 Penalty: 4785.831055
	Iteration 70Q: 3 clusters Score -1786595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1786597.375000 Penalty: 4785.831055
	Iteration 71Q: 3 clusters Score -1786597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1786598.375000 Penalty: 4785.831055
	Iteration 72Q: 3 clusters Score -1786598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1786598.500000 Penalty: 4785.831055
	Iteration 73Q: 3 clusters Score -1786598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1786597.250000 Penalty: 4785.831055
	Iteration 74Q: 3 clusters Score -1786597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1786599.125000 Penalty: 4785.831055
	Iteration 75Q: 3 clusters Score -1786599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1786598.625000 Penalty: 4785.831055
	Iteration 76Q: 3 clusters Score -1786599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1786597.625000 Penalty: 4785.831055
	Iteration 77Q: 3 clusters Score -1786598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1786597.875000 Penalty: 4785.831055
	Iteration 78Q: 3 clusters Score -1786598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1786598.125000 Penalty: 4785.831055
	Iteration 79Q: 3 clusters Score -1786598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1786598.875000 Penalty: 4785.831055
	Iteration 80F: 3 clusters Score -1786599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1786598.500000 Penalty: 4785.831055
	Iteration 81Q: 3 clusters Score -1786598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1786599.375000 Penalty: 4785.831055
	Iteration 82Q: 3 clusters Score -1786599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1786603.750000 Penalty: 4785.831055
	Iteration 83Q: 3 clusters Score -1786604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1786603.750000 Penalty: 4785.831055
	Iteration 84Q: 3 clusters Score -1786604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1786604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
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	Iteration 86F: 3 clusters Score -1786604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148887 members 
Mstep: Class 2 contains 4623 members 
Mstep: Class 3 contains 14837 members 
Mstep: Class 4 contains 39017 members 
Mstep: Class 5 contains 17813 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155351 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 15175 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20749 members 
Mstep: Class 12 contains 110261 members 
Mstep: Class 13 contains 134678 members 
Mstep: Class 14 contains 8306 members 
Mstep: Class 15 contains 96114 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 6104 members 
Mstep: Class 18 contains 13074 members 
Mstep: Class 19 contains 51408 members 
Mstep: Class 20 contains 8073 members 
Mstep: Class 21 contains 11446 members 
Mstep: Class 22 contains 33831 members 
Mstep: Class 23 contains 40320 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 193259 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 9852 members 
Mstep: Class 30 contains 4900 members 
Mstep: Class 31 contains 157863 members 
Mstep: Class 32 contains 15504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073744.000000 Penalty: 111997.578125
Iteration 199Q: 33 clusters Score -1.560737e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148889 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 15018 members 
Mstep: Class 4 contains 39049 members 
Mstep: Class 5 contains 17813 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155345 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 15190 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 110276 members 
Mstep: Class 13 contains 134648 members 
Mstep: Class 14 contains 8305 members 
Mstep: Class 15 contains 96113 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 13020 members 
Mstep: Class 19 contains 51398 members 
Mstep: Class 20 contains 8060 members 
Mstep: Class 21 contains 11445 members 
Mstep: Class 22 contains 33824 members 
Mstep: Class 23 contains 40310 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 193162 members 
Mstep: Class 28 contains 6845 members 
Mstep: Class 29 contains 9854 members 
Mstep: Class 30 contains 4894 members 
Mstep: Class 31 contains 157818 members 
Mstep: Class 32 contains 15535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073760.000000 Penalty: 111997.578125
Iteration 200F: 33 clusters Score -1.560738e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148880 members 
Mstep: Class 2 contains 4627 members 
Mstep: Class 3 contains 15210 members 
Mstep: Class 4 contains 39073 members 
Mstep: Class 5 contains 17812 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155340 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 15206 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20747 members 
Mstep: Class 12 contains 110299 members 
Mstep: Class 13 contains 134619 members 
Mstep: Class 14 contains 8304 members 
Mstep: Class 15 contains 96114 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 6107 members 
Mstep: Class 18 contains 12953 members 
Mstep: Class 19 contains 51385 members 
Mstep: Class 20 contains 8049 members 
Mstep: Class 21 contains 11449 members 
Mstep: Class 22 contains 33814 members 
Mstep: Class 23 contains 40316 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3896 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 193057 members 
Mstep: Class 28 contains 6852 members 
Mstep: Class 29 contains 9854 members 
Mstep: Class 30 contains 4893 members 
Mstep: Class 31 contains 157771 members 
Mstep: Class 32 contains 15557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073808.000000 Penalty: 111997.578125
Iteration 201Q: 33 clusters Score -1.560738e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148872 members 
Mstep: Class 2 contains 4626 members 
Mstep: Class 3 contains 15403 members 
Mstep: Class 4 contains 39096 members 
Mstep: Class 5 contains 17814 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155332 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 15227 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20744 members 
Mstep: Class 12 contains 110319 members 
Mstep: Class 13 contains 134589 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 96114 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 12883 members 
Mstep: Class 19 contains 51374 members 
Mstep: Class 20 contains 8042 members 
Mstep: Class 21 contains 11445 members 
Mstep: Class 22 contains 33807 members 
Mstep: Class 23 contains 40310 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3896 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 192968 members 
Mstep: Class 28 contains 6860 members 
Mstep: Class 29 contains 9855 members 
Mstep: Class 30 contains 4894 members 
Mstep: Class 31 contains 157728 members 
Mstep: Class 32 contains 15574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073840.000000 Penalty: 111997.578125
Iteration 202Q: 33 clusters Score -1.560738e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148876 members 
Mstep: Class 2 contains 4626 members 
Mstep: Class 3 contains 15610 members 
Mstep: Class 4 contains 39120 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155332 members 
Mstep: Class 8 contains 4328 members 
Mstep: Class 9 contains 15256 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20742 members 
Mstep: Class 12 contains 110330 members 
Mstep: Class 13 contains 134544 members 
Mstep: Class 14 contains 8300 members 
Mstep: Class 15 contains 96113 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 12827 members 
Mstep: Class 19 contains 51355 members 
Mstep: Class 20 contains 8043 members 
Mstep: Class 21 contains 11451 members 
Mstep: Class 22 contains 33802 members 
Mstep: Class 23 contains 40301 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 192828 members 
Mstep: Class 28 contains 6869 members 
Mstep: Class 29 contains 9856 members 
Mstep: Class 30 contains 4892 members 
Mstep: Class 31 contains 157702 members 
Mstep: Class 32 contains 15591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073760.000000 Penalty: 111997.578125
Iteration 203Q: 33 clusters Score -1.560738e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148884 members 
Mstep: Class 2 contains 4626 members 
Mstep: Class 3 contains 15845 members 
Mstep: Class 4 contains 39154 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155328 members 
Mstep: Class 8 contains 4328 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20737 members 
Mstep: Class 12 contains 110353 members 
Mstep: Class 13 contains 134510 members 
Mstep: Class 14 contains 8297 members 
Mstep: Class 15 contains 96116 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 6109 members 
Mstep: Class 18 contains 12768 members 
Mstep: Class 19 contains 51331 members 
Mstep: Class 20 contains 8038 members 
Mstep: Class 21 contains 11442 members 
Mstep: Class 22 contains 33802 members 
Mstep: Class 23 contains 40294 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 192684 members 
Mstep: Class 28 contains 6879 members 
Mstep: Class 29 contains 9857 members 
Mstep: Class 30 contains 4884 members 
Mstep: Class 31 contains 157651 members 
Mstep: Class 32 contains 15603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073840.000000 Penalty: 111997.578125
Iteration 204Q: 33 clusters Score -1.560738e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148885 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 16114 members 
Mstep: Class 4 contains 39181 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155343 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 15296 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20732 members 
Mstep: Class 12 contains 110384 members 
Mstep: Class 13 contains 134492 members 
Mstep: Class 14 contains 8296 members 
Mstep: Class 15 contains 96119 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 6110 members 
Mstep: Class 18 contains 12693 members 
Mstep: Class 19 contains 51316 members 
Mstep: Class 20 contains 8030 members 
Mstep: Class 21 contains 11444 members 
Mstep: Class 22 contains 33801 members 
Mstep: Class 23 contains 40292 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 192486 members 
Mstep: Class 28 contains 6885 members 
Mstep: Class 29 contains 9856 members 
Mstep: Class 30 contains 4875 members 
Mstep: Class 31 contains 157604 members 
Mstep: Class 32 contains 15616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156074032.000000 Penalty: 111997.578125
Iteration 205Q: 33 clusters Score -1.56074e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148886 members 
Mstep: Class 2 contains 4627 members 
Mstep: Class 3 contains 16407 members 
Mstep: Class 4 contains 39209 members 
Mstep: Class 5 contains 17812 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155330 members 
Mstep: Class 8 contains 4325 members 
Mstep: Class 9 contains 15318 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20731 members 
Mstep: Class 12 contains 110399 members 
Mstep: Class 13 contains 134490 members 
Mstep: Class 14 contains 8296 members 
Mstep: Class 15 contains 96118 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 6110 members 
Mstep: Class 18 contains 12627 members 
Mstep: Class 19 contains 51300 members 
Mstep: Class 20 contains 8013 members 
Mstep: Class 21 contains 11436 members 
Mstep: Class 22 contains 33797 members 
Mstep: Class 23 contains 40284 members 
Mstep: Class 24 contains 5085 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 6084 members 
Mstep: Class 27 contains 192280 members 
Mstep: Class 28 contains 6892 members 
Mstep: Class 29 contains 9854 members 
Mstep: Class 30 contains 4869 members 
Mstep: Class 31 contains 157569 members 
Mstep: Class 32 contains 15638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156074144.000000 Penalty: 111997.578125
Iteration 206Q: 33 clusters Score -1.560741e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148877 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 16729 members 
Mstep: Class 4 contains 39231 members 
Mstep: Class 5 contains 17813 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155329 members 
Mstep: Class 8 contains 4325 members 
Mstep: Class 9 contains 15337 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20725 members 
Mstep: Class 12 contains 110426 members 
Mstep: Class 13 contains 134477 members 
Mstep: Class 14 contains 8295 members 
Mstep: Class 15 contains 96118 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 6109 members 
Mstep: Class 18 contains 12557 members 
Mstep: Class 19 contains 51285 members 
Mstep: Class 20 contains 8001 members 
Mstep: Class 21 contains 11429 members 
Mstep: Class 22 contains 33791 members 
Mstep: Class 23 contains 40273 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 6084 members 
Mstep: Class 27 contains 192050 members 
Mstep: Class 28 contains 6897 members 
Mstep: Class 29 contains 9854 members 
Mstep: Class 30 contains 4866 members 
Mstep: Class 31 contains 157541 members 
Mstep: Class 32 contains 15655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073936.000000 Penalty: 111997.578125
Iteration 207Q: 33 clusters Score -1.560739e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148882 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 17057 members 
Mstep: Class 4 contains 39250 members 
Mstep: Class 5 contains 17814 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155325 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 15368 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20723 members 
Mstep: Class 12 contains 110464 members 
Mstep: Class 13 contains 134450 members 
Mstep: Class 14 contains 8295 members 
Mstep: Class 15 contains 96118 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 6109 members 
Mstep: Class 18 contains 12495 members 
Mstep: Class 19 contains 51261 members 
Mstep: Class 20 contains 7990 members 
Mstep: Class 21 contains 11426 members 
Mstep: Class 22 contains 33787 members 
Mstep: Class 23 contains 40267 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 6084 members 
Mstep: Class 27 contains 191795 members 
Mstep: Class 28 contains 6901 members 
Mstep: Class 29 contains 9855 members 
Mstep: Class 30 contains 4861 members 
Mstep: Class 31 contains 157512 members 
Mstep: Class 32 contains 15660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156074176.000000 Penalty: 111997.578125
Iteration 208Q: 33 clusters Score -1.560742e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148890 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 17402 members 
Mstep: Class 4 contains 39272 members 
Mstep: Class 5 contains 17812 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155329 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 15403 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 110494 members 
Mstep: Class 13 contains 134417 members 
Mstep: Class 14 contains 8293 members 
Mstep: Class 15 contains 96120 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 6107 members 
Mstep: Class 18 contains 12445 members 
Mstep: Class 19 contains 51236 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 11413 members 
Mstep: Class 22 contains 33784 members 
Mstep: Class 23 contains 40261 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 6084 members 
Mstep: Class 27 contains 191547 members 
Mstep: Class 28 contains 6900 members 
Mstep: Class 29 contains 9854 members 
Mstep: Class 30 contains 4851 members 
Mstep: Class 31 contains 157469 members 
Mstep: Class 32 contains 15666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156074128.000000 Penalty: 111997.578125
Iteration 209Q: 33 clusters Score -1.560741e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148888 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 17746 members 
Mstep: Class 4 contains 39292 members 
Mstep: Class 5 contains 17815 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155318 members 
Mstep: Class 8 contains 4321 members 
Mstep: Class 9 contains 15442 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 110524 members 
Mstep: Class 13 contains 134391 members 
Mstep: Class 14 contains 8292 members 
Mstep: Class 15 contains 96121 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 12393 members 
Mstep: Class 19 contains 51213 members 
Mstep: Class 20 contains 7970 members 
Mstep: Class 21 contains 11387 members 
Mstep: Class 22 contains 33781 members 
Mstep: Class 23 contains 40260 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 6081 members 
Mstep: Class 27 contains 191332 members 
Mstep: Class 28 contains 6907 members 
Mstep: Class 29 contains 9855 members 
Mstep: Class 30 contains 4842 members 
Mstep: Class 31 contains 157413 members 
Mstep: Class 32 contains 15670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156074112.000000 Penalty: 111997.578125
Iteration 210Q: 33 clusters Score -1.560741e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148880 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 18095 members 
Mstep: Class 4 contains 39320 members 
Mstep: Class 5 contains 17813 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 155306 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 15488 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 110578 members 
Mstep: Class 13 contains 134365 members 
Mstep: Class 14 contains 8292 members 
Mstep: Class 15 contains 96120 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 6109 members 
Mstep: Class 18 contains 12348 members 
Mstep: Class 19 contains 51184 members 
Mstep: Class 20 contains 7952 members 
Mstep: Class 21 contains 11350 members 
Mstep: Class 22 contains 33777 members 
Mstep: Class 23 contains 40249 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3889 members 
Mstep: Class 26 contains 6082 members 
Mstep: Class 27 contains 191087 members 
Mstep: Class 28 contains 6913 members 
Mstep: Class 29 contains 9855 members 
Mstep: Class 30 contains 4838 members 
Mstep: Class 31 contains 157363 members 
Mstep: Class 32 contains 15676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156074416.000000 Penalty: 111997.578125
Iteration 211Q: 33 clusters Score -1.560744e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148883 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 18506 members 
Mstep: Class 4 contains 39346 members 
Mstep: Class 5 contains 17812 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155311 members 
Mstep: Class 8 contains 4325 members 
Mstep: Class 9 contains 15523 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20717 members 
Mstep: Class 12 contains 110620 members 
Mstep: Class 13 contains 134328 members 
Mstep: Class 14 contains 8292 members 
Mstep: Class 15 contains 96119 members 
Mstep: Class 16 contains 3031 members 
Mstep: Class 17 contains 6110 members 
Mstep: Class 18 contains 12287 members 
Mstep: Class 19 contains 51157 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 33777 members 
Mstep: Class 23 contains 40239 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 3887 members 
Mstep: Class 26 contains 6083 members 
Mstep: Class 27 contains 190791 members 
Mstep: Class 28 contains 6914 members 
Mstep: Class 29 contains 9853 members 
Mstep: Class 30 contains 4828 members 
Mstep: Class 31 contains 157317 members 
Mstep: Class 32 contains 15686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156074576.000000 Penalty: 111997.578125
Iteration 212Q: 33 clusters Score -1.560746e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148885 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 18938 members 
Mstep: Class 4 contains 39370 members 
Mstep: Class 5 contains 17810 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 155312 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 15564 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20715 members 
Mstep: Class 12 contains 110666 members 
Mstep: Class 13 contains 134290 members 
Mstep: Class 14 contains 8292 members 
Mstep: Class 15 contains 96120 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 12233 members 
Mstep: Class 19 contains 51124 members 
Mstep: Class 20 contains 7922 members 
Mstep: Class 21 contains 11309 members 
Mstep: Class 22 contains 33769 members 
Mstep: Class 23 contains 40230 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 3881 members 
Mstep: Class 26 contains 6084 members 
Mstep: Class 27 contains 190476 members 
Mstep: Class 28 contains 6908 members 
Mstep: Class 29 contains 9855 members 
Mstep: Class 30 contains 4822 members 
Mstep: Class 31 contains 157273 members 
Mstep: Class 32 contains 15695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156074768.000000 Penalty: 111997.578125
Iteration 213Q: 33 clusters Score -1.560748e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148885 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 19396 members 
Mstep: Class 4 contains 39399 members 
Mstep: Class 5 contains 17810 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155317 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 15602 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20712 members 
Mstep: Class 12 contains 110712 members 
Mstep: Class 13 contains 134230 members 
Mstep: Class 14 contains 8291 members 
Mstep: Class 15 contains 96122 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 6097 members 
Mstep: Class 18 contains 12177 members 
Mstep: Class 19 contains 51095 members 
Mstep: Class 20 contains 7912 members 
Mstep: Class 21 contains 11293 members 
Mstep: Class 22 contains 33764 members 
Mstep: Class 23 contains 40224 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 3878 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 190145 members 
Mstep: Class 28 contains 6901 members 
Mstep: Class 29 contains 9854 members 
Mstep: Class 30 contains 4816 members 
Mstep: Class 31 contains 157219 members 
Mstep: Class 32 contains 15702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156074528.000000 Penalty: 111997.578125
Iteration 214Q: 33 clusters Score -1.560745e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148895 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 19856 members 
Mstep: Class 4 contains 39419 members 
Mstep: Class 5 contains 17807 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155326 members 
Mstep: Class 8 contains 4318 members 
Mstep: Class 9 contains 15635 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20708 members 
Mstep: Class 12 contains 110752 members 
Mstep: Class 13 contains 134177 members 
Mstep: Class 14 contains 8291 members 
Mstep: Class 15 contains 96123 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 6094 members 
Mstep: Class 18 contains 12115 members 
Mstep: Class 19 contains 51074 members 
Mstep: Class 20 contains 7903 members 
Mstep: Class 21 contains 11260 members 
Mstep: Class 22 contains 33756 members 
Mstep: Class 23 contains 40215 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 3879 members 
Mstep: Class 26 contains 6091 members 
Mstep: Class 27 contains 189831 members 
Mstep: Class 28 contains 6909 members 
Mstep: Class 29 contains 9855 members 
Mstep: Class 30 contains 4809 members 
Mstep: Class 31 contains 157152 members 
Mstep: Class 32 contains 15712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156074848.000000 Penalty: 111997.578125
Iteration 215Q: 33 clusters Score -1.560748e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148891 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 20344 members 
Mstep: Class 4 contains 39440 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 155318 members 
Mstep: Class 8 contains 4311 members 
Mstep: Class 9 contains 15669 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20709 members 
Mstep: Class 12 contains 110799 members 
Mstep: Class 13 contains 134142 members 
Mstep: Class 14 contains 8290 members 
Mstep: Class 15 contains 96125 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 6092 members 
Mstep: Class 18 contains 12051 members 
Mstep: Class 19 contains 51057 members 
Mstep: Class 20 contains 7892 members 
Mstep: Class 21 contains 11228 members 
Mstep: Class 22 contains 33750 members 
Mstep: Class 23 contains 40197 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 3879 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 189486 members 
Mstep: Class 28 contains 6918 members 
Mstep: Class 29 contains 9852 members 
Mstep: Class 30 contains 4804 members 
Mstep: Class 31 contains 157092 members 
Mstep: Class 32 contains 15721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156074736.000000 Penalty: 111997.578125
Iteration 216Q: 33 clusters Score -1.560747e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148876 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 20832 members 
Mstep: Class 4 contains 39455 members 
Mstep: Class 5 contains 17810 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 155322 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 15710 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20712 members 
Mstep: Class 12 contains 110832 members 
Mstep: Class 13 contains 134112 members 
Mstep: Class 14 contains 8288 members 
Mstep: Class 15 contains 96127 members 
Mstep: Class 16 contains 3040 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 11987 members 
Mstep: Class 19 contains 51030 members 
Mstep: Class 20 contains 7885 members 
Mstep: Class 21 contains 11200 members 
Mstep: Class 22 contains 33749 members 
Mstep: Class 23 contains 40179 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 3876 members 
Mstep: Class 26 contains 6093 members 
Mstep: Class 27 contains 189135 members 
Mstep: Class 28 contains 6923 members 
Mstep: Class 29 contains 9850 members 
Mstep: Class 30 contains 4801 members 
Mstep: Class 31 contains 157040 members 
Mstep: Class 32 contains 15729 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 217Q: 33 clusters Score -1.560752e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148878 members 
Mstep: Class 2 contains 4638 members 
Mstep: Class 3 contains 21356 members 
Mstep: Class 4 contains 39467 members 
Mstep: Class 5 contains 17800 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155315 members 
Mstep: Class 8 contains 4316 members 
Mstep: Class 9 contains 15737 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20712 members 
Mstep: Class 12 contains 110860 members 
Mstep: Class 13 contains 134072 members 
Mstep: Class 14 contains 8287 members 
Mstep: Class 15 contains 96128 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 6088 members 
Mstep: Class 18 contains 11930 members 
Mstep: Class 19 contains 51013 members 
Mstep: Class 20 contains 7877 members 
Mstep: Class 21 contains 11167 members 
Mstep: Class 22 contains 33750 members 
Mstep: Class 23 contains 40156 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3871 members 
Mstep: Class 26 contains 6094 members 
Mstep: Class 27 contains 188756 members 
Mstep: Class 28 contains 6927 members 
Mstep: Class 29 contains 9848 members 
Mstep: Class 30 contains 4799 members 
Mstep: Class 31 contains 157010 members 
Mstep: Class 32 contains 15741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156075504.000000 Penalty: 111997.578125
Iteration 218Q: 33 clusters Score -1.560755e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148869 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 3 contains 21924 members 
Mstep: Class 4 contains 39482 members 
Mstep: Class 5 contains 17794 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155313 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 15762 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20714 members 
Mstep: Class 12 contains 110901 members 
Mstep: Class 13 contains 134010 members 
Mstep: Class 14 contains 8287 members 
Mstep: Class 15 contains 96128 members 
Mstep: Class 16 contains 3044 members 
Mstep: Class 17 contains 6089 members 
Mstep: Class 18 contains 11856 members 
Mstep: Class 19 contains 50999 members 
Mstep: Class 20 contains 7879 members 
Mstep: Class 21 contains 11126 members 
Mstep: Class 22 contains 33747 members 
Mstep: Class 23 contains 40147 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3869 members 
Mstep: Class 26 contains 6095 members 
Mstep: Class 27 contains 188344 members 
Mstep: Class 28 contains 6930 members 
Mstep: Class 29 contains 9845 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 156983 members 
Mstep: Class 32 contains 15748 members 
Entering Unmasked Estep 
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Iteration 219Q: 33 clusters Score -1.560755e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148877 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 22545 members 
Mstep: Class 4 contains 39491 members 
Mstep: Class 5 contains 17787 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155325 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 15793 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20714 members 
Mstep: Class 12 contains 110949 members 
Mstep: Class 13 contains 133942 members 
Mstep: Class 14 contains 8286 members 
Mstep: Class 15 contains 96125 members 
Mstep: Class 16 contains 3049 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 11793 members 
Mstep: Class 19 contains 50972 members 
Mstep: Class 20 contains 7876 members 
Mstep: Class 21 contains 11073 members 
Mstep: Class 22 contains 33744 members 
Mstep: Class 23 contains 40140 members 
Mstep: Class 24 contains 5080 members 
Mstep: Class 25 contains 3868 members 
Mstep: Class 26 contains 6098 members 
Mstep: Class 27 contains 187878 members 
Mstep: Class 28 contains 6939 members 
Mstep: Class 29 contains 9846 members 
Mstep: Class 30 contains 4794 members 
Mstep: Class 31 contains 156936 members 
Mstep: Class 32 contains 15754 members 
Entering Unmasked Estep 
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Iteration 220F: 33 clusters Score -1.560757e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148876 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 23231 members 
Mstep: Class 4 contains 39491 members 
Mstep: Class 5 contains 17788 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 155326 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 15819 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20712 members 
Mstep: Class 12 contains 110984 members 
Mstep: Class 13 contains 133902 members 
Mstep: Class 14 contains 8287 members 
Mstep: Class 15 contains 96124 members 
Mstep: Class 16 contains 3052 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 11736 members 
Mstep: Class 19 contains 50947 members 
Mstep: Class 20 contains 7870 members 
Mstep: Class 21 contains 11010 members 
Mstep: Class 22 contains 33746 members 
Mstep: Class 23 contains 40117 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 3867 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 187403 members 
Mstep: Class 28 contains 6940 members 
Mstep: Class 29 contains 9845 members 
Mstep: Class 30 contains 4792 members 
Mstep: Class 31 contains 156868 members 
Mstep: Class 32 contains 15762 members 
Entering Unmasked Estep 
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Iteration 221Q: 33 clusters Score -1.560763e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148867 members 
Mstep: Class 2 contains 4645 members 
Mstep: Class 3 contains 23948 members 
Mstep: Class 4 contains 39498 members 
Mstep: Class 5 contains 17786 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 155300 members 
Mstep: Class 8 contains 4311 members 
Mstep: Class 9 contains 15845 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20711 members 
Mstep: Class 12 contains 111009 members 
Mstep: Class 13 contains 133851 members 
Mstep: Class 14 contains 8286 members 
Mstep: Class 15 contains 96125 members 
Mstep: Class 16 contains 3054 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 50932 members 
Mstep: Class 20 contains 7870 members 
Mstep: Class 21 contains 10965 members 
Mstep: Class 22 contains 33746 members 
Mstep: Class 23 contains 40090 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3866 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 186947 members 
Mstep: Class 28 contains 6927 members 
Mstep: Class 29 contains 9845 members 
Mstep: Class 30 contains 4788 members 
Mstep: Class 31 contains 156803 members 
Mstep: Class 32 contains 15769 members 
Entering Unmasked Estep 
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Iteration 222Q: 33 clusters Score -1.560766e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148865 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 24698 members 
Mstep: Class 4 contains 39501 members 
Mstep: Class 5 contains 17783 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 155287 members 
Mstep: Class 8 contains 4307 members 
Mstep: Class 9 contains 15868 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20713 members 
Mstep: Class 12 contains 111061 members 
Mstep: Class 13 contains 133784 members 
Mstep: Class 14 contains 8285 members 
Mstep: Class 15 contains 96125 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 11598 members 
Mstep: Class 19 contains 50921 members 
Mstep: Class 20 contains 7870 members 
Mstep: Class 21 contains 10915 members 
Mstep: Class 22 contains 33745 members 
Mstep: Class 23 contains 40059 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 3859 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 186444 members 
Mstep: Class 28 contains 6925 members 
Mstep: Class 29 contains 9844 members 
Mstep: Class 30 contains 4786 members 
Mstep: Class 31 contains 156721 members 
Mstep: Class 32 contains 15779 members 
Entering Unmasked Estep 
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Iteration 223Q: 33 clusters Score -1.560771e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148873 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 25538 members 
Mstep: Class 4 contains 39514 members 
Mstep: Class 5 contains 17772 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155284 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 15889 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20714 members 
Mstep: Class 12 contains 111097 members 
Mstep: Class 13 contains 133706 members 
Mstep: Class 14 contains 8284 members 
Mstep: Class 15 contains 96123 members 
Mstep: Class 16 contains 3058 members 
Mstep: Class 17 contains 6084 members 
Mstep: Class 18 contains 11532 members 
Mstep: Class 19 contains 50910 members 
Mstep: Class 20 contains 7870 members 
Mstep: Class 21 contains 10851 members 
Mstep: Class 22 contains 33745 members 
Mstep: Class 23 contains 40029 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 3859 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 185854 members 
Mstep: Class 28 contains 6924 members 
Mstep: Class 29 contains 9843 members 
Mstep: Class 30 contains 4784 members 
Mstep: Class 31 contains 156661 members 
Mstep: Class 32 contains 15785 members 
Entering Unmasked Estep 
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Iteration 224Q: 33 clusters Score -1.560775e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148863 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 26432 members 
Mstep: Class 4 contains 39512 members 
Mstep: Class 5 contains 17760 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 155287 members 
Mstep: Class 8 contains 4299 members 
Mstep: Class 9 contains 15915 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20714 members 
Mstep: Class 12 contains 111138 members 
Mstep: Class 13 contains 133660 members 
Mstep: Class 14 contains 8284 members 
Mstep: Class 15 contains 96125 members 
Mstep: Class 16 contains 3054 members 
Mstep: Class 17 contains 6086 members 
Mstep: Class 18 contains 11477 members 
Mstep: Class 19 contains 50891 members 
Mstep: Class 20 contains 7872 members 
Mstep: Class 21 contains 10773 members 
Mstep: Class 22 contains 33742 members 
Mstep: Class 23 contains 39999 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 3858 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 185199 members 
Mstep: Class 28 contains 6919 members 
Mstep: Class 29 contains 9840 members 
Mstep: Class 30 contains 4784 members 
Mstep: Class 31 contains 156600 members 
Mstep: Class 32 contains 15795 members 
Entering Unmasked Estep 
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Iteration 225Q: 33 clusters Score -1.560777e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148843 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 27354 members 
Mstep: Class 4 contains 39530 members 
Mstep: Class 5 contains 17748 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 155291 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 15942 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 20713 members 
Mstep: Class 12 contains 111174 members 
Mstep: Class 13 contains 133624 members 
Mstep: Class 14 contains 8285 members 
Mstep: Class 15 contains 96121 members 
Mstep: Class 16 contains 3050 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 11440 members 
Mstep: Class 19 contains 50879 members 
Mstep: Class 20 contains 7873 members 
Mstep: Class 21 contains 10692 members 
Mstep: Class 22 contains 33743 members 
Mstep: Class 23 contains 39980 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3854 members 
Mstep: Class 26 contains 6104 members 
Mstep: Class 27 contains 184490 members 
Mstep: Class 28 contains 6918 members 
Mstep: Class 29 contains 9843 members 
Mstep: Class 30 contains 4778 members 
Mstep: Class 31 contains 156531 members 
Mstep: Class 32 contains 15798 members 
Entering Unmasked Estep 
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Iteration 226Q: 33 clusters Score -1.560781e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148835 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 28302 members 
Mstep: Class 4 contains 39555 members 
Mstep: Class 5 contains 17738 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 155286 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 15966 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20711 members 
Mstep: Class 12 contains 111224 members 
Mstep: Class 13 contains 133553 members 
Mstep: Class 14 contains 8284 members 
Mstep: Class 15 contains 96117 members 
Mstep: Class 16 contains 3053 members 
Mstep: Class 17 contains 6081 members 
Mstep: Class 18 contains 11409 members 
Mstep: Class 19 contains 50855 members 
Mstep: Class 20 contains 7871 members 
Mstep: Class 21 contains 10613 members 
Mstep: Class 22 contains 33737 members 
Mstep: Class 23 contains 39952 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3853 members 
Mstep: Class 26 contains 6106 members 
Mstep: Class 27 contains 183784 members 
Mstep: Class 28 contains 6913 members 
Mstep: Class 29 contains 9842 members 
Mstep: Class 30 contains 4775 members 
Mstep: Class 31 contains 156471 members 
Mstep: Class 32 contains 15803 members 
Entering Unmasked Estep 
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Iteration 227Q: 33 clusters Score -1.560786e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148814 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 29341 members 
Mstep: Class 4 contains 39567 members 
Mstep: Class 5 contains 17731 members 
Mstep: Class 6 contains 4401 members 
Mstep: Class 7 contains 155285 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 15985 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20711 members 
Mstep: Class 12 contains 111255 members 
Mstep: Class 13 contains 133499 members 
Mstep: Class 14 contains 8284 members 
Mstep: Class 15 contains 96115 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 6081 members 
Mstep: Class 18 contains 11370 members 
Mstep: Class 19 contains 50847 members 
Mstep: Class 20 contains 7868 members 
Mstep: Class 21 contains 10480 members 
Mstep: Class 22 contains 33728 members 
Mstep: Class 23 contains 39933 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 3851 members 
Mstep: Class 26 contains 6107 members 
Mstep: Class 27 contains 183029 members 
Mstep: Class 28 contains 6921 members 
Mstep: Class 29 contains 9841 members 
Mstep: Class 30 contains 4775 members 
Mstep: Class 31 contains 156421 members 
Mstep: Class 32 contains 15808 members 
Entering Unmasked Estep 
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Score: -156079440.000000 Penalty: 111997.578125
Iteration 228Q: 33 clusters Score -1.560794e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148813 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 30414 members 
Mstep: Class 4 contains 39575 members 
Mstep: Class 5 contains 17724 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 155287 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 16004 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20714 members 
Mstep: Class 12 contains 111303 members 
Mstep: Class 13 contains 133434 members 
Mstep: Class 14 contains 8284 members 
Mstep: Class 15 contains 96107 members 
Mstep: Class 16 contains 3052 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 11329 members 
Mstep: Class 19 contains 50840 members 
Mstep: Class 20 contains 7861 members 
Mstep: Class 21 contains 10339 members 
Mstep: Class 22 contains 33718 members 
Mstep: Class 23 contains 39888 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3851 members 
Mstep: Class 26 contains 6107 members 
Mstep: Class 27 contains 182296 members 
Mstep: Class 28 contains 6921 members 
Mstep: Class 29 contains 9842 members 
Mstep: Class 30 contains 4772 members 
Mstep: Class 31 contains 156344 members 
Mstep: Class 32 contains 15811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156080016.000000 Penalty: 111997.578125
Iteration 229Q: 33 clusters Score -1.5608e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148842 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 31519 members 
Mstep: Class 4 contains 39578 members 
Mstep: Class 5 contains 17719 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 155281 members 
Mstep: Class 8 contains 4256 members 
Mstep: Class 9 contains 16016 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20717 members 
Mstep: Class 12 contains 111356 members 
Mstep: Class 13 contains 133344 members 
Mstep: Class 14 contains 8284 members 
Mstep: Class 15 contains 96103 members 
Mstep: Class 16 contains 3052 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 11296 members 
Mstep: Class 19 contains 50829 members 
Mstep: Class 20 contains 7854 members 
Mstep: Class 21 contains 10190 members 
Mstep: Class 22 contains 33720 members 
Mstep: Class 23 contains 39855 members 
Mstep: Class 24 contains 5080 members 
Mstep: Class 25 contains 3847 members 
Mstep: Class 26 contains 6106 members 
Mstep: Class 27 contains 181527 members 
Mstep: Class 28 contains 6923 members 
Mstep: Class 29 contains 9839 members 
Mstep: Class 30 contains 4773 members 
Mstep: Class 31 contains 156261 members 
Mstep: Class 32 contains 15815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156080576.000000 Penalty: 111997.578125
Iteration 230Q: 33 clusters Score -1.560806e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148854 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 32568 members 
Mstep: Class 4 contains 39598 members 
Mstep: Class 5 contains 17713 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155284 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 16029 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20714 members 
Mstep: Class 12 contains 111410 members 
Mstep: Class 13 contains 133257 members 
Mstep: Class 14 contains 8284 members 
Mstep: Class 15 contains 96103 members 
Mstep: Class 16 contains 3048 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 18 contains 11264 members 
Mstep: Class 19 contains 50816 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 10059 members 
Mstep: Class 22 contains 33712 members 
Mstep: Class 23 contains 39806 members 
Mstep: Class 24 contains 5080 members 
Mstep: Class 25 contains 3845 members 
Mstep: Class 26 contains 6105 members 
Mstep: Class 27 contains 180808 members 
Mstep: Class 28 contains 6918 members 
Mstep: Class 29 contains 9835 members 
Mstep: Class 30 contains 4774 members 
Mstep: Class 31 contains 156168 members 
Mstep: Class 32 contains 15821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156081520.000000 Penalty: 111997.578125
Iteration 231Q: 33 clusters Score -1.560815e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148848 members 
Mstep: Class 2 contains 4662 members 
Mstep: Class 3 contains 33627 members 
Mstep: Class 4 contains 39622 members 
Mstep: Class 5 contains 17713 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155289 members 
Mstep: Class 8 contains 4241 members 
Mstep: Class 9 contains 16042 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20716 members 
Mstep: Class 12 contains 111433 members 
Mstep: Class 13 contains 133191 members 
Mstep: Class 14 contains 8285 members 
Mstep: Class 15 contains 96104 members 
Mstep: Class 16 contains 3050 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 11248 members 
Mstep: Class 19 contains 50800 members 
Mstep: Class 20 contains 7857 members 
Mstep: Class 21 contains 9914 members 
Mstep: Class 22 contains 33700 members 
Mstep: Class 23 contains 39763 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 3844 members 
Mstep: Class 26 contains 6104 members 
Mstep: Class 27 contains 180066 members 
Mstep: Class 28 contains 6919 members 
Mstep: Class 29 contains 9833 members 
Mstep: Class 30 contains 4774 members 
Mstep: Class 31 contains 156086 members 
Mstep: Class 32 contains 15825 members 
Entering Unmasked Estep 
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Iteration 232Q: 33 clusters Score -1.560822e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148841 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 34585 members 
Mstep: Class 4 contains 39627 members 
Mstep: Class 5 contains 17706 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155284 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 16050 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20718 members 
Mstep: Class 12 contains 111455 members 
Mstep: Class 13 contains 133134 members 
Mstep: Class 14 contains 8285 members 
Mstep: Class 15 contains 96105 members 
Mstep: Class 16 contains 3049 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 50782 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 9754 members 
Mstep: Class 22 contains 33691 members 
Mstep: Class 23 contains 39717 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 3844 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 179472 members 
Mstep: Class 28 contains 6913 members 
Mstep: Class 29 contains 9828 members 
Mstep: Class 30 contains 4774 members 
Mstep: Class 31 contains 156020 members 
Mstep: Class 32 contains 15832 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 233Q: 33 clusters Score -1.560825e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148841 members 
Mstep: Class 2 contains 4671 members 
Mstep: Class 3 contains 35508 members 
Mstep: Class 4 contains 39641 members 
Mstep: Class 5 contains 17701 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155277 members 
Mstep: Class 8 contains 4232 members 
Mstep: Class 9 contains 16061 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20715 members 
Mstep: Class 12 contains 111484 members 
Mstep: Class 13 contains 133043 members 
Mstep: Class 14 contains 8285 members 
Mstep: Class 15 contains 96105 members 
Mstep: Class 16 contains 3054 members 
Mstep: Class 17 contains 6092 members 
Mstep: Class 18 contains 11198 members 
Mstep: Class 19 contains 50771 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 9620 members 
Mstep: Class 22 contains 33677 members 
Mstep: Class 23 contains 39674 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3846 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 178912 members 
Mstep: Class 28 contains 6904 members 
Mstep: Class 29 contains 9830 members 
Mstep: Class 30 contains 4773 members 
Mstep: Class 31 contains 155920 members 
Mstep: Class 32 contains 15839 members 
Entering Unmasked Estep 
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Iteration 234Q: 33 clusters Score -1.560828e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148824 members 
Mstep: Class 2 contains 4677 members 
Mstep: Class 3 contains 36396 members 
Mstep: Class 4 contains 39648 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 155284 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 16073 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20707 members 
Mstep: Class 12 contains 111496 members 
Mstep: Class 13 contains 132975 members 
Mstep: Class 14 contains 8285 members 
Mstep: Class 15 contains 96104 members 
Mstep: Class 16 contains 3059 members 
Mstep: Class 17 contains 6088 members 
Mstep: Class 18 contains 11181 members 
Mstep: Class 19 contains 50761 members 
Mstep: Class 20 contains 7852 members 
Mstep: Class 21 contains 9481 members 
Mstep: Class 22 contains 33675 members 
Mstep: Class 23 contains 39639 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 3846 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 178365 members 
Mstep: Class 28 contains 6895 members 
Mstep: Class 29 contains 9834 members 
Mstep: Class 30 contains 4772 members 
Mstep: Class 31 contains 155847 members 
Mstep: Class 32 contains 15842 members 
Entering Unmasked Estep 
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Iteration 235Q: 33 clusters Score -1.560834e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148811 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 37195 members 
Mstep: Class 4 contains 39652 members 
Mstep: Class 5 contains 17692 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 155293 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 16083 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20697 members 
Mstep: Class 12 contains 111535 members 
Mstep: Class 13 contains 132891 members 
Mstep: Class 14 contains 8285 members 
Mstep: Class 15 contains 96097 members 
Mstep: Class 16 contains 3060 members 
Mstep: Class 17 contains 6089 members 
Mstep: Class 18 contains 11184 members 
Mstep: Class 19 contains 50750 members 
Mstep: Class 20 contains 7849 members 
Mstep: Class 21 contains 9364 members 
Mstep: Class 22 contains 33663 members 
Mstep: Class 23 contains 39594 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 3844 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 177879 members 
Mstep: Class 28 contains 6890 members 
Mstep: Class 29 contains 9830 members 
Mstep: Class 30 contains 4772 members 
Mstep: Class 31 contains 155768 members 
Mstep: Class 32 contains 15847 members 
Entering Unmasked Estep 
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Iteration 236Q: 33 clusters Score -1.560836e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148807 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 37906 members 
Mstep: Class 4 contains 39667 members 
Mstep: Class 5 contains 17691 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 155298 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 16095 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20694 members 
Mstep: Class 12 contains 111559 members 
Mstep: Class 13 contains 132799 members 
Mstep: Class 14 contains 8285 members 
Mstep: Class 15 contains 96086 members 
Mstep: Class 16 contains 3063 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 11174 members 
Mstep: Class 19 contains 50733 members 
Mstep: Class 20 contains 7846 members 
Mstep: Class 21 contains 9256 members 
Mstep: Class 22 contains 33649 members 
Mstep: Class 23 contains 39552 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 3840 members 
Mstep: Class 26 contains 6101 members 
Mstep: Class 27 contains 177458 members 
Mstep: Class 28 contains 6887 members 
Mstep: Class 29 contains 9827 members 
Mstep: Class 30 contains 4771 members 
Mstep: Class 31 contains 155727 members 
Mstep: Class 32 contains 15855 members 
Entering Unmasked Estep 
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Iteration 237Q: 33 clusters Score -1.560839e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148804 members 
Mstep: Class 2 contains 4692 members 
Mstep: Class 3 contains 38544 members 
Mstep: Class 4 contains 39677 members 
Mstep: Class 5 contains 17688 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155305 members 
Mstep: Class 8 contains 4239 members 
Mstep: Class 9 contains 16113 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20695 members 
Mstep: Class 12 contains 111591 members 
Mstep: Class 13 contains 132712 members 
Mstep: Class 14 contains 8285 members 
Mstep: Class 15 contains 96088 members 
Mstep: Class 16 contains 3062 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 50715 members 
Mstep: Class 20 contains 7842 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 33641 members 
Mstep: Class 23 contains 39518 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 3838 members 
Mstep: Class 26 contains 6100 members 
Mstep: Class 27 contains 177099 members 
Mstep: Class 28 contains 6874 members 
Mstep: Class 29 contains 9821 members 
Mstep: Class 30 contains 4768 members 
Mstep: Class 31 contains 155661 members 
Mstep: Class 32 contains 15860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156084016.000000 Penalty: 111997.578125
Iteration 238Q: 33 clusters Score -1.56084e+08 nChanged 1382
Entering ConstructFrom: 
Score: -156084016.000000 Penalty: 111997.578125
Entering ConstructFrom: 
Trying to split cluster 1 (148786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148786 members 
Entering Unmasked Estep 
Score: -17796788.000000 Penalty: 2953.745361
	Iteration 0F: 2 clusters Score -1.779679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74538 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -17698298.000000 Penalty: 5907.490723
	Iteration 0F: 3 clusters Score -1.76983e+07 nChanged 70910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 73592 members 
Entering Unmasked Estep 
Score: -17739402.000000 Penalty: 5907.490723
	Iteration 1F: 3 clusters Score -1.77394e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75567 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -17740422.000000 Penalty: 5907.490723
	Iteration 2Q: 3 clusters Score -1.774042e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -17741516.000000 Penalty: 5907.490723
	Iteration 3Q: 3 clusters Score -1.774152e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -17742990.000000 Penalty: 5907.490723
	Iteration 4Q: 3 clusters Score -1.774299e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -17744724.000000 Penalty: 5907.490723
	Iteration 5Q: 3 clusters Score -1.774472e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -17746578.000000 Penalty: 5907.490723
	Iteration 6Q: 3 clusters Score -1.774658e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -17748728.000000 Penalty: 5907.490723
	Iteration 7Q: 3 clusters Score -1.774873e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81750 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -17751064.000000 Penalty: 5907.490723
	Iteration 8Q: 3 clusters Score -1.775106e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84507 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -17753220.000000 Penalty: 5907.490723
	Iteration 9Q: 3 clusters Score -1.775322e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88255 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -17755834.000000 Penalty: 5907.490723
	Iteration 10Q: 3 clusters Score -1.775583e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -17758968.000000 Penalty: 5907.490723
	Iteration 11Q: 3 clusters Score -1.775897e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -17762780.000000 Penalty: 5907.490723
	Iteration 12Q: 3 clusters Score -1.776278e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105151 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -17767144.000000 Penalty: 5907.490723
	Iteration 13Q: 3 clusters Score -1.776714e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111828 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -17771788.000000 Penalty: 5907.490723
	Iteration 14Q: 3 clusters Score -1.777179e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118226 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -17776010.000000 Penalty: 5907.490723
	Iteration 15Q: 3 clusters Score -1.777601e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124078 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -17779718.000000 Penalty: 5907.490723
	Iteration 16Q: 3 clusters Score -1.777972e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129383 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -17782942.000000 Penalty: 5907.490723
	Iteration 17Q: 3 clusters Score -1.778294e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -17785880.000000 Penalty: 5907.490723
	Iteration 18Q: 3 clusters Score -1.778588e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138098 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -17788570.000000 Penalty: 5907.490723
	Iteration 19Q: 3 clusters Score -1.778857e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141206 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -17790454.000000 Penalty: 5907.490723
	Iteration 20F: 3 clusters Score -1.779045e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143506 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -17791908.000000 Penalty: 5907.490723
	Iteration 21Q: 3 clusters Score -1.779191e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145054 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -17792710.000000 Penalty: 5907.490723
	Iteration 22Q: 3 clusters Score -1.779271e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146031 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -17793230.000000 Penalty: 5907.490723
	Iteration 23Q: 3 clusters Score -1.779323e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146669 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -17793598.000000 Penalty: 5907.490723
	Iteration 24Q: 3 clusters Score -1.77936e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147062 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -17793800.000000 Penalty: 5907.490723
	Iteration 25Q: 3 clusters Score -1.77938e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147316 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -17793914.000000 Penalty: 5907.490723
	Iteration 26Q: 3 clusters Score -1.779391e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147500 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -17794024.000000 Penalty: 5907.490723
	Iteration 27Q: 3 clusters Score -1.779402e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147618 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -17794130.000000 Penalty: 5907.490723
	Iteration 28Q: 3 clusters Score -1.779413e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147702 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -17794158.000000 Penalty: 5907.490723
	Iteration 29Q: 3 clusters Score -1.779416e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147765 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -17794206.000000 Penalty: 5907.490723
	Iteration 30Q: 3 clusters Score -1.779421e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147811 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -17794226.000000 Penalty: 5907.490723
	Iteration 31Q: 3 clusters Score -1.779423e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147859 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -17794236.000000 Penalty: 5907.490723
	Iteration 32Q: 3 clusters Score -1.779424e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147892 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -17794260.000000 Penalty: 5907.490723
	Iteration 33Q: 3 clusters Score -1.779426e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147921 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -17794264.000000 Penalty: 5907.490723
	Iteration 34Q: 3 clusters Score -1.779426e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147937 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -17794292.000000 Penalty: 5907.490723
	Iteration 35Q: 3 clusters Score -1.779429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147957 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -17794306.000000 Penalty: 5907.490723
	Iteration 36Q: 3 clusters Score -1.779431e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147971 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -17794334.000000 Penalty: 5907.490723
	Iteration 37Q: 3 clusters Score -1.779433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147980 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -17794346.000000 Penalty: 5907.490723
	Iteration 38Q: 3 clusters Score -1.779435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147993 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -17794366.000000 Penalty: 5907.490723
	Iteration 39Q: 3 clusters Score -1.779437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148002 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -17794366.000000 Penalty: 5907.490723
	Iteration 40F: 3 clusters Score -1.779437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148008 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -17794362.000000 Penalty: 5907.490723
	Iteration 41Q: 3 clusters Score -1.779436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148011 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -17794364.000000 Penalty: 5907.490723
	Iteration 42Q: 3 clusters Score -1.779436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148015 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -17794356.000000 Penalty: 5907.490723
	Iteration 43Q: 3 clusters Score -1.779436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148015 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -17794360.000000 Penalty: 5907.490723
	Iteration 44Q: 3 clusters Score -1.779436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148024 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -17794374.000000 Penalty: 5907.490723
	Iteration 45Q: 3 clusters Score -1.779437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148030 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -17794372.000000 Penalty: 5907.490723
	Iteration 46Q: 3 clusters Score -1.779437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148034 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -17794380.000000 Penalty: 5907.490723
	Iteration 47Q: 3 clusters Score -1.779438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148040 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -17794384.000000 Penalty: 5907.490723
	Iteration 48Q: 3 clusters Score -1.779438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148040 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -17794374.000000 Penalty: 5907.490723
	Iteration 49Q: 3 clusters Score -1.779437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148043 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -17794384.000000 Penalty: 5907.490723
	Iteration 50Q: 3 clusters Score -1.779438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148043 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -17794390.000000 Penalty: 5907.490723
	Iteration 51Q: 3 clusters Score -1.779439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148051 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -17794374.000000 Penalty: 5907.490723
	Iteration 52Q: 3 clusters Score -1.779437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148057 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -17794388.000000 Penalty: 5907.490723
	Iteration 53Q: 3 clusters Score -1.779439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148062 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -17794394.000000 Penalty: 5907.490723
	Iteration 54Q: 3 clusters Score -1.779439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148064 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -17794398.000000 Penalty: 5907.490723
	Iteration 55Q: 3 clusters Score -1.77944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148065 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -17794392.000000 Penalty: 5907.490723
	Iteration 56Q: 3 clusters Score -1.779439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148065 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -17794396.000000 Penalty: 5907.490723
	Iteration 57Q: 3 clusters Score -1.77944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148070 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -17794396.000000 Penalty: 5907.490723
	Iteration 58Q: 3 clusters Score -1.77944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148071 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -17794394.000000 Penalty: 5907.490723
	Iteration 59Q: 3 clusters Score -1.779439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148073 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -17794400.000000 Penalty: 5907.490723
	Iteration 60F: 3 clusters Score -1.77944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148075 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -17794406.000000 Penalty: 5907.490723
	Iteration 61Q: 3 clusters Score -1.779441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148075 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -17794406.000000 Penalty: 5907.490723
	Iteration 62F: 3 clusters Score -1.779441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Entering Unmasked Estep 
Score: -550106.250000 Penalty: 2096.496338
	Iteration 0F: 2 clusters Score -550106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -545777.312500 Penalty: 4192.992676
	Iteration 0F: 3 clusters Score -545777.3 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -546801.375000 Penalty: 4192.992676
	Iteration 1F: 3 clusters Score -546801.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -546962.312500 Penalty: 4192.992676
	Iteration 2F: 3 clusters Score -546962.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -547067.687500 Penalty: 4192.992676
	Iteration 3Q: 3 clusters Score -547067.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -547141.500000 Penalty: 4192.992676
	Iteration 4Q: 3 clusters Score -547141.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -547199.375000 Penalty: 4192.992676
	Iteration 5Q: 3 clusters Score -547199.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -547244.750000 Penalty: 4192.992676
	Iteration 6Q: 3 clusters Score -547244.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -547281.625000 Penalty: 4192.992676
	Iteration 7Q: 3 clusters Score -547281.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -547310.250000 Penalty: 4192.992676
	Iteration 8Q: 3 clusters Score -547310.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -547340.687500 Penalty: 4192.992676
	Iteration 9Q: 3 clusters Score -547340.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -547369.875000 Penalty: 4192.992676
	Iteration 10Q: 3 clusters Score -547369.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -547403.000000 Penalty: 4192.992676
	Iteration 11Q: 3 clusters Score -547403 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -547427.250000 Penalty: 4192.992676
	Iteration 12Q: 3 clusters Score -547427.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -547463.562500 Penalty: 4192.992676
	Iteration 13Q: 3 clusters Score -547463.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -547507.937500 Penalty: 4192.992676
	Iteration 14Q: 3 clusters Score -547507.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -547542.312500 Penalty: 4192.992676
	Iteration 15Q: 3 clusters Score -547542.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -547566.625000 Penalty: 4192.992676
	Iteration 16Q: 3 clusters Score -547566.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -547587.250000 Penalty: 4192.992676
	Iteration 17Q: 3 clusters Score -547587.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -547617.500000 Penalty: 4192.992676
	Iteration 18Q: 3 clusters Score -547617.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -547646.625000 Penalty: 4192.992676
	Iteration 19Q: 3 clusters Score -547646.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -547674.312500 Penalty: 4192.992676
	Iteration 20F: 3 clusters Score -547674.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -547697.750000 Penalty: 4192.992676
	Iteration 21Q: 3 clusters Score -547697.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -547732.500000 Penalty: 4192.992676
	Iteration 22Q: 3 clusters Score -547732.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -547771.687500 Penalty: 4192.992676
	Iteration 23Q: 3 clusters Score -547771.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -547816.062500 Penalty: 4192.992676
	Iteration 24Q: 3 clusters Score -547816.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -547866.562500 Penalty: 4192.992676
	Iteration 25Q: 3 clusters Score -547866.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -547923.687500 Penalty: 4192.992676
	Iteration 26Q: 3 clusters Score -547923.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -547966.812500 Penalty: 4192.992676
	Iteration 27Q: 3 clusters Score -547966.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -548008.187500 Penalty: 4192.992676
	Iteration 28Q: 3 clusters Score -548008.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -548040.937500 Penalty: 4192.992676
	Iteration 29Q: 3 clusters Score -548040.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -548068.687500 Penalty: 4192.992676
	Iteration 30Q: 3 clusters Score -548068.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -548096.250000 Penalty: 4192.992676
	Iteration 31Q: 3 clusters Score -548096.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -548114.687500 Penalty: 4192.992676
	Iteration 32Q: 3 clusters Score -548114.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -548128.562500 Penalty: 4192.992676
	Iteration 33Q: 3 clusters Score -548128.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -548145.500000 Penalty: 4192.992676
	Iteration 34Q: 3 clusters Score -548145.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -548164.250000 Penalty: 4192.992676
	Iteration 35Q: 3 clusters Score -548164.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -548180.625000 Penalty: 4192.992676
	Iteration 36Q: 3 clusters Score -548180.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -548192.812500 Penalty: 4192.992676
	Iteration 37Q: 3 clusters Score -548192.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -548204.187500 Penalty: 4192.992676
	Iteration 38Q: 3 clusters Score -548204.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -548213.125000 Penalty: 4192.992676
	Iteration 39Q: 3 clusters Score -548213.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -548221.937500 Penalty: 4192.992676
	Iteration 40F: 3 clusters Score -548221.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -548234.000000 Penalty: 4192.992676
	Iteration 41Q: 3 clusters Score -548234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -548241.750000 Penalty: 4192.992676
	Iteration 42Q: 3 clusters Score -548241.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -548248.812500 Penalty: 4192.992676
	Iteration 43Q: 3 clusters Score -548248.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -548254.500000 Penalty: 4192.992676
	Iteration 44Q: 3 clusters Score -548254.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -548258.500000 Penalty: 4192.992676
	Iteration 45Q: 3 clusters Score -548258.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -548263.750000 Penalty: 4192.992676
	Iteration 46Q: 3 clusters Score -548263.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -548270.625000 Penalty: 4192.992676
	Iteration 47Q: 3 clusters Score -548270.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -548275.625000 Penalty: 4192.992676
	Iteration 48Q: 3 clusters Score -548275.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -548282.812500 Penalty: 4192.992676
	Iteration 49Q: 3 clusters Score -548282.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -548291.062500 Penalty: 4192.992676
	Iteration 50Q: 3 clusters Score -548291.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -548301.687500 Penalty: 4192.992676
	Iteration 51Q: 3 clusters Score -548301.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -548305.875000 Penalty: 4192.992676
	Iteration 52Q: 3 clusters Score -548305.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -548309.000000 Penalty: 4192.992676
	Iteration 53Q: 3 clusters Score -548309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -548312.250000 Penalty: 4192.992676
	Iteration 54Q: 3 clusters Score -548312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -548313.312500 Penalty: 4192.992676
	Iteration 55Q: 3 clusters Score -548313.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -548317.000000 Penalty: 4192.992676
	Iteration 56Q: 3 clusters Score -548317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -548320.750000 Penalty: 4192.992676
	Iteration 57Q: 3 clusters Score -548320.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -548324.187500 Penalty: 4192.992676
	Iteration 58Q: 3 clusters Score -548324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -548326.500000 Penalty: 4192.992676
	Iteration 59Q: 3 clusters Score -548326.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -548327.000000 Penalty: 4192.992676
	Iteration 60F: 3 clusters Score -548327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Entering Unmasked Estep 
Score: -4656105.000000 Penalty: 2622.423096
	Iteration 0F: 2 clusters Score -4656105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -4629572.000000 Penalty: 5244.846191
	Iteration 0F: 3 clusters Score -4629572 nChanged 17914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -4639509.000000 Penalty: 5244.846191
	Iteration 1F: 3 clusters Score -4639509 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4640164.500000 Penalty: 5244.846191
	Iteration 2Q: 3 clusters Score -4640164 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -4640692.500000 Penalty: 5244.846191
	Iteration 3Q: 3 clusters Score -4640692 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4641259.000000 Penalty: 5244.846191
	Iteration 4Q: 3 clusters Score -4641259 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4641798.500000 Penalty: 5244.846191
	Iteration 5Q: 3 clusters Score -4641798 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -4642320.500000 Penalty: 5244.846191
	Iteration 6Q: 3 clusters Score -4642320 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -4642846.000000 Penalty: 5244.846191
	Iteration 7Q: 3 clusters Score -4642846 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -4643353.000000 Penalty: 5244.846191
	Iteration 8Q: 3 clusters Score -4643353 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -4643898.000000 Penalty: 5244.846191
	Iteration 9Q: 3 clusters Score -4643898 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -4644523.500000 Penalty: 5244.846191
	Iteration 10Q: 3 clusters Score -4644524 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4645200.500000 Penalty: 5244.846191
	Iteration 11Q: 3 clusters Score -4645200 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -4645987.000000 Penalty: 5244.846191
	Iteration 12Q: 3 clusters Score -4645987 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -4646805.500000 Penalty: 5244.846191
	Iteration 13Q: 3 clusters Score -4646806 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4647565.500000 Penalty: 5244.846191
	Iteration 14Q: 3 clusters Score -4647566 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4648357.000000 Penalty: 5244.846191
	Iteration 15Q: 3 clusters Score -4648357 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -4649053.500000 Penalty: 5244.846191
	Iteration 16Q: 3 clusters Score -4649054 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -4649566.500000 Penalty: 5244.846191
	Iteration 17Q: 3 clusters Score -4649566 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -4649938.500000 Penalty: 5244.846191
	Iteration 18Q: 3 clusters Score -4649938 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4650367.000000 Penalty: 5244.846191
	Iteration 19Q: 3 clusters Score -4650367 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -4650751.500000 Penalty: 5244.846191
	Iteration 20F: 3 clusters Score -4650752 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -4651140.000000 Penalty: 5244.846191
	Iteration 21Q: 3 clusters Score -4651140 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -4651488.000000 Penalty: 5244.846191
	Iteration 22Q: 3 clusters Score -4651488 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -4651859.000000 Penalty: 5244.846191
	Iteration 23Q: 3 clusters Score -4651859 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -4652208.500000 Penalty: 5244.846191
	Iteration 24Q: 3 clusters Score -4652208 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -4652506.000000 Penalty: 5244.846191
	Iteration 25Q: 3 clusters Score -4652506 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -4652777.500000 Penalty: 5244.846191
	Iteration 26Q: 3 clusters Score -4652778 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -4652975.000000 Penalty: 5244.846191
	Iteration 27Q: 3 clusters Score -4652975 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -4653146.000000 Penalty: 5244.846191
	Iteration 28Q: 3 clusters Score -4653146 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4653304.500000 Penalty: 5244.846191
	Iteration 29Q: 3 clusters Score -4653304 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -4653412.500000 Penalty: 5244.846191
	Iteration 30Q: 3 clusters Score -4653412 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -4653514.000000 Penalty: 5244.846191
	Iteration 31Q: 3 clusters Score -4653514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -4653588.000000 Penalty: 5244.846191
	Iteration 32Q: 3 clusters Score -4653588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -4653622.000000 Penalty: 5244.846191
	Iteration 33Q: 3 clusters Score -4653622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -4653660.000000 Penalty: 5244.846191
	Iteration 34Q: 3 clusters Score -4653660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -4653675.000000 Penalty: 5244.846191
	Iteration 35Q: 3 clusters Score -4653675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -4653700.500000 Penalty: 5244.846191
	Iteration 36Q: 3 clusters Score -4653700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -4653724.000000 Penalty: 5244.846191
	Iteration 37Q: 3 clusters Score -4653724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -4653739.500000 Penalty: 5244.846191
	Iteration 38Q: 3 clusters Score -4653740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -4653746.000000 Penalty: 5244.846191
	Iteration 39Q: 3 clusters Score -4653746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -4653752.500000 Penalty: 5244.846191
	Iteration 40F: 3 clusters Score -4653752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -4653761.500000 Penalty: 5244.846191
	Iteration 41Q: 3 clusters Score -4653762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -4653760.500000 Penalty: 5244.846191
	Iteration 42Q: 3 clusters Score -4653760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -4653764.500000 Penalty: 5244.846191
	Iteration 43Q: 3 clusters Score -4653764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -4653767.000000 Penalty: 5244.846191
	Iteration 44Q: 3 clusters Score -4653767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -4653763.000000 Penalty: 5244.846191
	Iteration 45Q: 3 clusters Score -4653763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -4653765.000000 Penalty: 5244.846191
	Iteration 46Q: 3 clusters Score -4653765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -4653767.500000 Penalty: 5244.846191
	Iteration 47Q: 3 clusters Score -4653768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -4653771.500000 Penalty: 5244.846191
	Iteration 48Q: 3 clusters Score -4653772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -4653771.500000 Penalty: 5244.846191
	Iteration 49F: 3 clusters Score -4653772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Entering Unmasked Estep 
Score: -4763140.000000 Penalty: 2626.004883
	Iteration 0F: 2 clusters Score -4763140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4736371.500000 Penalty: 5252.009766
	Iteration 0F: 3 clusters Score -4736372 nChanged 18093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -4746194.000000 Penalty: 5252.009766
	Iteration 1F: 3 clusters Score -4746194 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -4746677.500000 Penalty: 5252.009766
	Iteration 2Q: 3 clusters Score -4746678 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -4747090.000000 Penalty: 5252.009766
	Iteration 3Q: 3 clusters Score -4747090 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4747524.000000 Penalty: 5252.009766
	Iteration 4Q: 3 clusters Score -4747524 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -4748014.000000 Penalty: 5252.009766
	Iteration 5Q: 3 clusters Score -4748014 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -4748574.000000 Penalty: 5252.009766
	Iteration 6Q: 3 clusters Score -4748574 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -4749388.000000 Penalty: 5252.009766
	Iteration 7Q: 3 clusters Score -4749388 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -4750771.500000 Penalty: 5252.009766
	Iteration 8F: 3 clusters Score -4750772 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -4752633.000000 Penalty: 5252.009766
	Iteration 9F: 3 clusters Score -4752633 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -4754885.000000 Penalty: 5252.009766
	Iteration 10F: 3 clusters Score -4754885 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -4756996.000000 Penalty: 5252.009766
	Iteration 11F: 3 clusters Score -4756996 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4758613.500000 Penalty: 5252.009766
	Iteration 12Q: 3 clusters Score -4758614 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4759538.000000 Penalty: 5252.009766
	Iteration 13Q: 3 clusters Score -4759538 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4760105.000000 Penalty: 5252.009766
	Iteration 14Q: 3 clusters Score -4760105 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -4760432.000000 Penalty: 5252.009766
	Iteration 15Q: 3 clusters Score -4760432 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -4760616.500000 Penalty: 5252.009766
	Iteration 16Q: 3 clusters Score -4760616 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4760719.000000 Penalty: 5252.009766
	Iteration 17Q: 3 clusters Score -4760719 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -4760795.500000 Penalty: 5252.009766
	Iteration 18Q: 3 clusters Score -4760796 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -4760858.500000 Penalty: 5252.009766
	Iteration 19Q: 3 clusters Score -4760858 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4760891.000000 Penalty: 5252.009766
	Iteration 20F: 3 clusters Score -4760891 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -4760926.000000 Penalty: 5252.009766
	Iteration 21Q: 3 clusters Score -4760926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -4760947.000000 Penalty: 5252.009766
	Iteration 22Q: 3 clusters Score -4760947 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -4760964.500000 Penalty: 5252.009766
	Iteration 23Q: 3 clusters Score -4760964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -4760963.000000 Penalty: 5252.009766
	Iteration 24Q: 3 clusters Score -4760963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -4760970.500000 Penalty: 5252.009766
	Iteration 25Q: 3 clusters Score -4760970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -4760978.500000 Penalty: 5252.009766
	Iteration 26Q: 3 clusters Score -4760978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -4760985.500000 Penalty: 5252.009766
	Iteration 27Q: 3 clusters Score -4760986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -4760983.000000 Penalty: 5252.009766
	Iteration 28Q: 3 clusters Score -4760983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -4760992.000000 Penalty: 5252.009766
	Iteration 29Q: 3 clusters Score -4760992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -4760990.500000 Penalty: 5252.009766
	Iteration 30Q: 3 clusters Score -4760990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -4761004.000000 Penalty: 5252.009766
	Iteration 31Q: 3 clusters Score -4761004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -4761008.000000 Penalty: 5252.009766
	Iteration 32Q: 3 clusters Score -4761008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -4761014.500000 Penalty: 5252.009766
	Iteration 33Q: 3 clusters Score -4761014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -4761015.000000 Penalty: 5252.009766
	Iteration 34Q: 3 clusters Score -4761015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -4761021.000000 Penalty: 5252.009766
	Iteration 35Q: 3 clusters Score -4761021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -4761027.000000 Penalty: 5252.009766
	Iteration 36Q: 3 clusters Score -4761027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -4761029.000000 Penalty: 5252.009766
	Iteration 37Q: 3 clusters Score -4761029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -4761031.000000 Penalty: 5252.009766
	Iteration 38Q: 3 clusters Score -4761031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -4761033.000000 Penalty: 5252.009766
	Iteration 39Q: 3 clusters Score -4761033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -4761033.000000 Penalty: 5252.009766
	Iteration 40F: 3 clusters Score -4761033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Entering Unmasked Estep 
Score: -2082646.500000 Penalty: 2425.585205
	Iteration 0F: 2 clusters Score -2082646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2070014.750000 Penalty: 4851.170410
	Iteration 0F: 3 clusters Score -2070015 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2074397.625000 Penalty: 4851.170410
	Iteration 1F: 3 clusters Score -2074398 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2074987.375000 Penalty: 4851.170410
	Iteration 2F: 3 clusters Score -2074987 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2075641.375000 Penalty: 4851.170410
	Iteration 3F: 3 clusters Score -2075641 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2076493.250000 Penalty: 4851.170410
	Iteration 4F: 3 clusters Score -2076493 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2077531.375000 Penalty: 4851.170410
	Iteration 5F: 3 clusters Score -2077531 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2078513.000000 Penalty: 4851.170410
	Iteration 6F: 3 clusters Score -2078513 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2079254.125000 Penalty: 4851.170410
	Iteration 7Q: 3 clusters Score -2079254 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2079714.125000 Penalty: 4851.170410
	Iteration 8Q: 3 clusters Score -2079714 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2079990.750000 Penalty: 4851.170410
	Iteration 9Q: 3 clusters Score -2079991 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2080116.000000 Penalty: 4851.170410
	Iteration 10Q: 3 clusters Score -2080116 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2080189.250000 Penalty: 4851.170410
	Iteration 11Q: 3 clusters Score -2080189 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2080249.000000 Penalty: 4851.170410
	Iteration 12Q: 3 clusters Score -2080249 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2080296.875000 Penalty: 4851.170410
	Iteration 13Q: 3 clusters Score -2080297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2080331.875000 Penalty: 4851.170410
	Iteration 14Q: 3 clusters Score -2080332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2080353.125000 Penalty: 4851.170410
	Iteration 15Q: 3 clusters Score -2080353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2080374.000000 Penalty: 4851.170410
	Iteration 16Q: 3 clusters Score -2080374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2080392.000000 Penalty: 4851.170410
	Iteration 17Q: 3 clusters Score -2080392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2080408.500000 Penalty: 4851.170410
	Iteration 18Q: 3 clusters Score -2080408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2080434.000000 Penalty: 4851.170410
	Iteration 19Q: 3 clusters Score -2080434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2080451.125000 Penalty: 4851.170410
	Iteration 20F: 3 clusters Score -2080451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2080463.250000 Penalty: 4851.170410
	Iteration 21Q: 3 clusters Score -2080463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2080474.625000 Penalty: 4851.170410
	Iteration 22Q: 3 clusters Score -2080475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2080489.500000 Penalty: 4851.170410
	Iteration 23Q: 3 clusters Score -2080490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2080501.125000 Penalty: 4851.170410
	Iteration 24Q: 3 clusters Score -2080501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2080507.125000 Penalty: 4851.170410
	Iteration 25Q: 3 clusters Score -2080507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2080516.250000 Penalty: 4851.170410
	Iteration 26Q: 3 clusters Score -2080516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2080523.375000 Penalty: 4851.170410
	Iteration 27Q: 3 clusters Score -2080523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2080526.500000 Penalty: 4851.170410
	Iteration 28Q: 3 clusters Score -2080526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2080530.250000 Penalty: 4851.170410
	Iteration 29Q: 3 clusters Score -2080530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2080535.500000 Penalty: 4851.170410
	Iteration 30Q: 3 clusters Score -2080536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2080542.750000 Penalty: 4851.170410
	Iteration 31Q: 3 clusters Score -2080543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2080543.250000 Penalty: 4851.170410
	Iteration 32Q: 3 clusters Score -2080543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2080543.750000 Penalty: 4851.170410
	Iteration 33Q: 3 clusters Score -2080544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2080549.125000 Penalty: 4851.170410
	Iteration 34Q: 3 clusters Score -2080549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2080550.500000 Penalty: 4851.170410
	Iteration 35Q: 3 clusters Score -2080550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2080554.625000 Penalty: 4851.170410
	Iteration 36Q: 3 clusters Score -2080555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2080565.250000 Penalty: 4851.170410
	Iteration 37Q: 3 clusters Score -2080565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2080565.750000 Penalty: 4851.170410
	Iteration 38Q: 3 clusters Score -2080566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2080566.125000 Penalty: 4851.170410
	Iteration 39Q: 3 clusters Score -2080566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2080566.125000 Penalty: 4851.170410
	Iteration 40F: 3 clusters Score -2080566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Entering Unmasked Estep 
Score: -513089.250000 Penalty: 2080.448486
	Iteration 0F: 2 clusters Score -513089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -508897.656250 Penalty: 4160.896973
	Iteration 0F: 3 clusters Score -508897.7 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -509911.437500 Penalty: 4160.896973
	Iteration 1F: 3 clusters Score -509911.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -510104.937500 Penalty: 4160.896973
	Iteration 2F: 3 clusters Score -510104.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -510220.593750 Penalty: 4160.896973
	Iteration 3Q: 3 clusters Score -510220.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -510293.687500 Penalty: 4160.896973
	Iteration 4Q: 3 clusters Score -510293.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -510351.531250 Penalty: 4160.896973
	Iteration 5Q: 3 clusters Score -510351.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -510388.625000 Penalty: 4160.896973
	Iteration 6Q: 3 clusters Score -510388.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -510414.656250 Penalty: 4160.896973
	Iteration 7Q: 3 clusters Score -510414.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -510436.781250 Penalty: 4160.896973
	Iteration 8Q: 3 clusters Score -510436.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -510460.343750 Penalty: 4160.896973
	Iteration 9Q: 3 clusters Score -510460.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -510481.187500 Penalty: 4160.896973
	Iteration 10Q: 3 clusters Score -510481.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -510499.375000 Penalty: 4160.896973
	Iteration 11Q: 3 clusters Score -510499.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -510520.562500 Penalty: 4160.896973
	Iteration 12Q: 3 clusters Score -510520.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -510546.468750 Penalty: 4160.896973
	Iteration 13Q: 3 clusters Score -510546.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -510571.375000 Penalty: 4160.896973
	Iteration 14Q: 3 clusters Score -510571.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -510590.625000 Penalty: 4160.896973
	Iteration 15Q: 3 clusters Score -510590.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -510607.375000 Penalty: 4160.896973
	Iteration 16Q: 3 clusters Score -510607.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -510622.656250 Penalty: 4160.896973
	Iteration 17Q: 3 clusters Score -510622.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -510634.062500 Penalty: 4160.896973
	Iteration 18Q: 3 clusters Score -510634.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -510647.468750 Penalty: 4160.896973
	Iteration 19Q: 3 clusters Score -510647.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -510664.406250 Penalty: 4160.896973
	Iteration 20F: 3 clusters Score -510664.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -510682.812500 Penalty: 4160.896973
	Iteration 21Q: 3 clusters Score -510682.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -510707.406250 Penalty: 4160.896973
	Iteration 22Q: 3 clusters Score -510707.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -510735.406250 Penalty: 4160.896973
	Iteration 23Q: 3 clusters Score -510735.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -510763.781250 Penalty: 4160.896973
	Iteration 24Q: 3 clusters Score -510763.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -510797.656250 Penalty: 4160.896973
	Iteration 25Q: 3 clusters Score -510797.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -510829.687500 Penalty: 4160.896973
	Iteration 26Q: 3 clusters Score -510829.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -510878.937500 Penalty: 4160.896973
	Iteration 27Q: 3 clusters Score -510878.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -510924.843750 Penalty: 4160.896973
	Iteration 28Q: 3 clusters Score -510924.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -510963.562500 Penalty: 4160.896973
	Iteration 29Q: 3 clusters Score -510963.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -511000.312500 Penalty: 4160.896973
	Iteration 30Q: 3 clusters Score -511000.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -511046.343750 Penalty: 4160.896973
	Iteration 31Q: 3 clusters Score -511046.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -511090.187500 Penalty: 4160.896973
	Iteration 32Q: 3 clusters Score -511090.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -511129.000000 Penalty: 4160.896973
	Iteration 33Q: 3 clusters Score -511129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -511166.218750 Penalty: 4160.896973
	Iteration 34Q: 3 clusters Score -511166.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -511205.500000 Penalty: 4160.896973
	Iteration 35Q: 3 clusters Score -511205.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -511233.781250 Penalty: 4160.896973
	Iteration 36Q: 3 clusters Score -511233.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -511258.750000 Penalty: 4160.896973
	Iteration 37Q: 3 clusters Score -511258.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -511277.593750 Penalty: 4160.896973
	Iteration 38Q: 3 clusters Score -511277.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -511287.750000 Penalty: 4160.896973
	Iteration 39Q: 3 clusters Score -511287.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -511294.500000 Penalty: 4160.896973
	Iteration 40F: 3 clusters Score -511294.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -511298.468750 Penalty: 4160.896973
	Iteration 41Q: 3 clusters Score -511298.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -511302.437500 Penalty: 4160.896973
	Iteration 42Q: 3 clusters Score -511302.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -511309.031250 Penalty: 4160.896973
	Iteration 43Q: 3 clusters Score -511309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -511315.000000 Penalty: 4160.896973
	Iteration 44Q: 3 clusters Score -511315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -511321.968750 Penalty: 4160.896973
	Iteration 45Q: 3 clusters Score -511322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -511325.656250 Penalty: 4160.896973
	Iteration 46Q: 3 clusters Score -511325.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -511332.218750 Penalty: 4160.896973
	Iteration 47Q: 3 clusters Score -511332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -511337.062500 Penalty: 4160.896973
	Iteration 48Q: 3 clusters Score -511337.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -511343.812500 Penalty: 4160.896973
	Iteration 49Q: 3 clusters Score -511343.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -511349.937500 Penalty: 4160.896973
	Iteration 50Q: 3 clusters Score -511349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -511354.656250 Penalty: 4160.896973
	Iteration 51Q: 3 clusters Score -511354.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -511358.437500 Penalty: 4160.896973
	Iteration 52Q: 3 clusters Score -511358.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -511364.156250 Penalty: 4160.896973
	Iteration 53Q: 3 clusters Score -511364.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -511372.093750 Penalty: 4160.896973
	Iteration 54Q: 3 clusters Score -511372.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -511376.343750 Penalty: 4160.896973
	Iteration 55Q: 3 clusters Score -511376.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -511378.531250 Penalty: 4160.896973
	Iteration 56Q: 3 clusters Score -511378.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -511379.281250 Penalty: 4160.896973
	Iteration 57Q: 3 clusters Score -511379.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -511379.281250 Penalty: 4160.896973
	Iteration 58F: 3 clusters Score -511379.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (155323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155323 members 
Entering Unmasked Estep 
Score: -18523306.000000 Penalty: 2964.409180
	Iteration 0F: 2 clusters Score -1.852331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -18419420.000000 Penalty: 5928.818359
	Iteration 0F: 3 clusters Score -1.841942e+07 nChanged 74243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -18462084.000000 Penalty: 5928.818359
	Iteration 1F: 3 clusters Score -1.846208e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77203 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -18462782.000000 Penalty: 5928.818359
	Iteration 2Q: 3 clusters Score -1.846278e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 78171 members 
Entering Unmasked Estep 
Score: -18463666.000000 Penalty: 5928.818359
	Iteration 3Q: 3 clusters Score -1.846367e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -18464794.000000 Penalty: 5928.818359
	Iteration 4Q: 3 clusters Score -1.846479e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -18466464.000000 Penalty: 5928.818359
	Iteration 5Q: 3 clusters Score -1.846646e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 78585 members 
Entering Unmasked Estep 
Score: -18468680.000000 Penalty: 5928.818359
	Iteration 6Q: 3 clusters Score -1.846868e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -18472050.000000 Penalty: 5928.818359
	Iteration 7Q: 3 clusters Score -1.847205e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -18476684.000000 Penalty: 5928.818359
	Iteration 8F: 3 clusters Score -1.847668e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -18482920.000000 Penalty: 5928.818359
	Iteration 9F: 3 clusters Score -1.848292e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -18490054.000000 Penalty: 5928.818359
	Iteration 10F: 3 clusters Score -1.849005e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81788 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -18496724.000000 Penalty: 5928.818359
	Iteration 11F: 3 clusters Score -1.849672e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84049 members 
Mstep: Class 2 contains 71274 members 
Entering Unmasked Estep 
Score: -18501334.000000 Penalty: 5928.818359
	Iteration 12Q: 3 clusters Score -1.850133e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86414 members 
Mstep: Class 2 contains 68909 members 
Entering Unmasked Estep 
Score: -18503898.000000 Penalty: 5928.818359
	Iteration 13Q: 3 clusters Score -1.85039e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -18505960.000000 Penalty: 5928.818359
	Iteration 14Q: 3 clusters Score -1.850596e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91607 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -18507544.000000 Penalty: 5928.818359
	Iteration 15Q: 3 clusters Score -1.850754e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -18509292.000000 Penalty: 5928.818359
	Iteration 16Q: 3 clusters Score -1.850929e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97179 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -18510940.000000 Penalty: 5928.818359
	Iteration 17Q: 3 clusters Score -1.851094e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -18512394.000000 Penalty: 5928.818359
	Iteration 18Q: 3 clusters Score -1.851239e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102464 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -18513640.000000 Penalty: 5928.818359
	Iteration 19Q: 3 clusters Score -1.851364e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104830 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -18514580.000000 Penalty: 5928.818359
	Iteration 20F: 3 clusters Score -1.851458e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107004 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -18515374.000000 Penalty: 5928.818359
	Iteration 21Q: 3 clusters Score -1.851537e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -18516052.000000 Penalty: 5928.818359
	Iteration 22Q: 3 clusters Score -1.851605e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110783 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -18516466.000000 Penalty: 5928.818359
	Iteration 23Q: 3 clusters Score -1.851647e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112475 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -18516918.000000 Penalty: 5928.818359
	Iteration 24Q: 3 clusters Score -1.851692e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114028 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -18517302.000000 Penalty: 5928.818359
	Iteration 25Q: 3 clusters Score -1.85173e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115527 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -18517652.000000 Penalty: 5928.818359
	Iteration 26Q: 3 clusters Score -1.851765e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -18517928.000000 Penalty: 5928.818359
	Iteration 27Q: 3 clusters Score -1.851793e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118175 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -18518258.000000 Penalty: 5928.818359
	Iteration 28Q: 3 clusters Score -1.851826e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119286 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -18518434.000000 Penalty: 5928.818359
	Iteration 29Q: 3 clusters Score -1.851843e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120251 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -18518588.000000 Penalty: 5928.818359
	Iteration 30Q: 3 clusters Score -1.851859e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121184 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -18518666.000000 Penalty: 5928.818359
	Iteration 31Q: 3 clusters Score -1.851867e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122066 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -18518868.000000 Penalty: 5928.818359
	Iteration 32Q: 3 clusters Score -1.851887e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122864 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -18519026.000000 Penalty: 5928.818359
	Iteration 33Q: 3 clusters Score -1.851903e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123609 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -18519096.000000 Penalty: 5928.818359
	Iteration 34Q: 3 clusters Score -1.85191e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124340 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -18519158.000000 Penalty: 5928.818359
	Iteration 35Q: 3 clusters Score -1.851916e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125018 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -18519278.000000 Penalty: 5928.818359
	Iteration 36Q: 3 clusters Score -1.851928e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -18519414.000000 Penalty: 5928.818359
	Iteration 37Q: 3 clusters Score -1.851941e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126333 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -18519510.000000 Penalty: 5928.818359
	Iteration 38Q: 3 clusters Score -1.851951e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126940 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -18519576.000000 Penalty: 5928.818359
	Iteration 39Q: 3 clusters Score -1.851958e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127527 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -18519658.000000 Penalty: 5928.818359
	Iteration 40F: 3 clusters Score -1.851966e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128095 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -18519720.000000 Penalty: 5928.818359
	Iteration 41Q: 3 clusters Score -1.851972e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128659 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -18519780.000000 Penalty: 5928.818359
	Iteration 42Q: 3 clusters Score -1.851978e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129151 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -18519808.000000 Penalty: 5928.818359
	Iteration 43Q: 3 clusters Score -1.851981e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129658 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -18519836.000000 Penalty: 5928.818359
	Iteration 44Q: 3 clusters Score -1.851984e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130119 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -18519864.000000 Penalty: 5928.818359
	Iteration 45Q: 3 clusters Score -1.851986e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130563 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -18519970.000000 Penalty: 5928.818359
	Iteration 46Q: 3 clusters Score -1.851997e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130996 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -18520058.000000 Penalty: 5928.818359
	Iteration 47Q: 3 clusters Score -1.852006e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131404 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -18520122.000000 Penalty: 5928.818359
	Iteration 48Q: 3 clusters Score -1.852012e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131762 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -18520142.000000 Penalty: 5928.818359
	Iteration 49Q: 3 clusters Score -1.852014e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132114 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -18520176.000000 Penalty: 5928.818359
	Iteration 50Q: 3 clusters Score -1.852018e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132458 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -18520226.000000 Penalty: 5928.818359
	Iteration 51Q: 3 clusters Score -1.852023e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132795 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -18520268.000000 Penalty: 5928.818359
	Iteration 52Q: 3 clusters Score -1.852027e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133156 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -18520388.000000 Penalty: 5928.818359
	Iteration 53Q: 3 clusters Score -1.852039e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133503 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -18520482.000000 Penalty: 5928.818359
	Iteration 54Q: 3 clusters Score -1.852048e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133837 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -18520498.000000 Penalty: 5928.818359
	Iteration 55Q: 3 clusters Score -1.85205e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134139 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -18520460.000000 Penalty: 5928.818359
	Iteration 56Q: 3 clusters Score -1.852046e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134424 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -18520500.000000 Penalty: 5928.818359
	Iteration 57Q: 3 clusters Score -1.85205e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134699 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -18520502.000000 Penalty: 5928.818359
	Iteration 58Q: 3 clusters Score -1.85205e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134968 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -18520510.000000 Penalty: 5928.818359
	Iteration 59Q: 3 clusters Score -1.852051e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135222 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -18520514.000000 Penalty: 5928.818359
	Iteration 60F: 3 clusters Score -1.852051e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135474 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -18520502.000000 Penalty: 5928.818359
	Iteration 61Q: 3 clusters Score -1.85205e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135704 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -18520538.000000 Penalty: 5928.818359
	Iteration 62Q: 3 clusters Score -1.852054e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135904 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -18520552.000000 Penalty: 5928.818359
	Iteration 63Q: 3 clusters Score -1.852055e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136112 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -18520574.000000 Penalty: 5928.818359
	Iteration 64Q: 3 clusters Score -1.852057e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136351 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -18520562.000000 Penalty: 5928.818359
	Iteration 65Q: 3 clusters Score -1.852056e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136581 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -18520592.000000 Penalty: 5928.818359
	Iteration 66Q: 3 clusters Score -1.852059e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136804 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -18520626.000000 Penalty: 5928.818359
	Iteration 67Q: 3 clusters Score -1.852063e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137027 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -18520616.000000 Penalty: 5928.818359
	Iteration 68Q: 3 clusters Score -1.852062e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137240 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -18520634.000000 Penalty: 5928.818359
	Iteration 69Q: 3 clusters Score -1.852063e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137435 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -18520680.000000 Penalty: 5928.818359
	Iteration 70Q: 3 clusters Score -1.852068e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137634 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -18520702.000000 Penalty: 5928.818359
	Iteration 71Q: 3 clusters Score -1.85207e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137805 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -18520718.000000 Penalty: 5928.818359
	Iteration 72Q: 3 clusters Score -1.852072e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137973 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -18520722.000000 Penalty: 5928.818359
	Iteration 73Q: 3 clusters Score -1.852072e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138149 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -18520668.000000 Penalty: 5928.818359
	Iteration 74Q: 3 clusters Score -1.852067e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138341 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -18520744.000000 Penalty: 5928.818359
	Iteration 75Q: 3 clusters Score -1.852074e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138510 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -18520776.000000 Penalty: 5928.818359
	Iteration 76Q: 3 clusters Score -1.852078e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138679 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -18520804.000000 Penalty: 5928.818359
	Iteration 77Q: 3 clusters Score -1.85208e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138836 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -18520818.000000 Penalty: 5928.818359
	Iteration 78Q: 3 clusters Score -1.852082e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138963 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -18520810.000000 Penalty: 5928.818359
	Iteration 79Q: 3 clusters Score -1.852081e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139080 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -18520804.000000 Penalty: 5928.818359
	Iteration 80F: 3 clusters Score -1.85208e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139204 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -18520776.000000 Penalty: 5928.818359
	Iteration 81Q: 3 clusters Score -1.852078e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139335 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -18520792.000000 Penalty: 5928.818359
	Iteration 82Q: 3 clusters Score -1.852079e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139447 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -18520784.000000 Penalty: 5928.818359
	Iteration 83Q: 3 clusters Score -1.852078e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139556 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -18520774.000000 Penalty: 5928.818359
	Iteration 84Q: 3 clusters Score -1.852077e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139661 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -18520780.000000 Penalty: 5928.818359
	Iteration 85Q: 3 clusters Score -1.852078e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139757 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -18520794.000000 Penalty: 5928.818359
	Iteration 86Q: 3 clusters Score -1.852079e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139870 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -18520806.000000 Penalty: 5928.818359
	Iteration 87Q: 3 clusters Score -1.852081e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139980 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -18520816.000000 Penalty: 5928.818359
	Iteration 88Q: 3 clusters Score -1.852082e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140079 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -18520810.000000 Penalty: 5928.818359
	Iteration 89Q: 3 clusters Score -1.852081e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140179 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -18520828.000000 Penalty: 5928.818359
	Iteration 90Q: 3 clusters Score -1.852083e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140290 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -18520840.000000 Penalty: 5928.818359
	Iteration 91Q: 3 clusters Score -1.852084e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140394 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -18520860.000000 Penalty: 5928.818359
	Iteration 92Q: 3 clusters Score -1.852086e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140492 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -18520866.000000 Penalty: 5928.818359
	Iteration 93Q: 3 clusters Score -1.852087e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140583 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -18520832.000000 Penalty: 5928.818359
	Iteration 94Q: 3 clusters Score -1.852083e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140677 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -18520834.000000 Penalty: 5928.818359
	Iteration 95Q: 3 clusters Score -1.852083e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140767 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -18520816.000000 Penalty: 5928.818359
	Iteration 96Q: 3 clusters Score -1.852082e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140855 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -18520798.000000 Penalty: 5928.818359
	Iteration 97Q: 3 clusters Score -1.85208e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140932 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -18520792.000000 Penalty: 5928.818359
	Iteration 98Q: 3 clusters Score -1.852079e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141012 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -18520834.000000 Penalty: 5928.818359
	Iteration 99Q: 3 clusters Score -1.852083e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141102 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -18520886.000000 Penalty: 5928.818359
	Iteration 100F: 3 clusters Score -1.852089e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141196 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -18520846.000000 Penalty: 5928.818359
	Iteration 101Q: 3 clusters Score -1.852085e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141291 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -18520876.000000 Penalty: 5928.818359
	Iteration 102Q: 3 clusters Score -1.852088e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141362 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -18520860.000000 Penalty: 5928.818359
	Iteration 103Q: 3 clusters Score -1.852086e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141431 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -18520876.000000 Penalty: 5928.818359
	Iteration 104Q: 3 clusters Score -1.852088e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141496 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -18520888.000000 Penalty: 5928.818359
	Iteration 105Q: 3 clusters Score -1.852089e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141543 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -18520900.000000 Penalty: 5928.818359
	Iteration 106Q: 3 clusters Score -1.85209e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141586 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -18520912.000000 Penalty: 5928.818359
	Iteration 107Q: 3 clusters Score -1.852091e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141642 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -18520870.000000 Penalty: 5928.818359
	Iteration 108Q: 3 clusters Score -1.852087e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -18520852.000000 Penalty: 5928.818359
	Iteration 109Q: 3 clusters Score -1.852085e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141748 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -18520856.000000 Penalty: 5928.818359
	Iteration 110Q: 3 clusters Score -1.852086e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141805 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -18520886.000000 Penalty: 5928.818359
	Iteration 111Q: 3 clusters Score -1.852089e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141869 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -18520900.000000 Penalty: 5928.818359
	Iteration 112Q: 3 clusters Score -1.85209e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141930 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -18520916.000000 Penalty: 5928.818359
	Iteration 113Q: 3 clusters Score -1.852092e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141990 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -18520980.000000 Penalty: 5928.818359
	Iteration 114Q: 3 clusters Score -1.852098e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142043 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -18520944.000000 Penalty: 5928.818359
	Iteration 115Q: 3 clusters Score -1.852094e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142079 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -18520948.000000 Penalty: 5928.818359
	Iteration 116Q: 3 clusters Score -1.852095e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142115 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -18520952.000000 Penalty: 5928.818359
	Iteration 117Q: 3 clusters Score -1.852095e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142155 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -18520978.000000 Penalty: 5928.818359
	Iteration 118Q: 3 clusters Score -1.852098e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142185 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -18520958.000000 Penalty: 5928.818359
	Iteration 119Q: 3 clusters Score -1.852096e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142223 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -18520956.000000 Penalty: 5928.818359
	Iteration 120F: 3 clusters Score -1.852096e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142258 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -18520932.000000 Penalty: 5928.818359
	Iteration 121Q: 3 clusters Score -1.852093e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142294 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -18520946.000000 Penalty: 5928.818359
	Iteration 122Q: 3 clusters Score -1.852095e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142332 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -18520948.000000 Penalty: 5928.818359
	Iteration 123Q: 3 clusters Score -1.852095e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -18520960.000000 Penalty: 5928.818359
	Iteration 124Q: 3 clusters Score -1.852096e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142425 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -18520966.000000 Penalty: 5928.818359
	Iteration 125Q: 3 clusters Score -1.852097e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142457 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -18520982.000000 Penalty: 5928.818359
	Iteration 126Q: 3 clusters Score -1.852098e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142488 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -18520988.000000 Penalty: 5928.818359
	Iteration 127Q: 3 clusters Score -1.852099e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142527 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -18520978.000000 Penalty: 5928.818359
	Iteration 128Q: 3 clusters Score -1.852098e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142563 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -18520988.000000 Penalty: 5928.818359
	Iteration 129Q: 3 clusters Score -1.852099e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142597 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -18520958.000000 Penalty: 5928.818359
	Iteration 130Q: 3 clusters Score -1.852096e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142638 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -18520952.000000 Penalty: 5928.818359
	Iteration 131Q: 3 clusters Score -1.852095e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142690 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -18520976.000000 Penalty: 5928.818359
	Iteration 132Q: 3 clusters Score -1.852098e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142746 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -18520948.000000 Penalty: 5928.818359
	Iteration 133Q: 3 clusters Score -1.852095e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -18520950.000000 Penalty: 5928.818359
	Iteration 134Q: 3 clusters Score -1.852095e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142850 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -18520918.000000 Penalty: 5928.818359
	Iteration 135Q: 3 clusters Score -1.852092e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142890 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -18520900.000000 Penalty: 5928.818359
	Iteration 136Q: 3 clusters Score -1.85209e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142931 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -18520912.000000 Penalty: 5928.818359
	Iteration 137Q: 3 clusters Score -1.852091e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142966 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -18520910.000000 Penalty: 5928.818359
	Iteration 138Q: 3 clusters Score -1.852091e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142999 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -18520904.000000 Penalty: 5928.818359
	Iteration 139Q: 3 clusters Score -1.85209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143025 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -18520884.000000 Penalty: 5928.818359
	Iteration 140F: 3 clusters Score -1.852088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143045 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -18520892.000000 Penalty: 5928.818359
	Iteration 141Q: 3 clusters Score -1.852089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143069 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -18520906.000000 Penalty: 5928.818359
	Iteration 142Q: 3 clusters Score -1.852091e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143096 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -18520890.000000 Penalty: 5928.818359
	Iteration 143Q: 3 clusters Score -1.852089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143124 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -18520896.000000 Penalty: 5928.818359
	Iteration 144Q: 3 clusters Score -1.85209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143149 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -18520912.000000 Penalty: 5928.818359
	Iteration 145Q: 3 clusters Score -1.852091e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143171 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -18520912.000000 Penalty: 5928.818359
	Iteration 146Q: 3 clusters Score -1.852091e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143201 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -18520908.000000 Penalty: 5928.818359
	Iteration 147Q: 3 clusters Score -1.852091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143220 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -18520894.000000 Penalty: 5928.818359
	Iteration 148Q: 3 clusters Score -1.852089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143233 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -18520918.000000 Penalty: 5928.818359
	Iteration 149Q: 3 clusters Score -1.852092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143244 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -18520922.000000 Penalty: 5928.818359
	Iteration 150Q: 3 clusters Score -1.852092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143252 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -18520908.000000 Penalty: 5928.818359
	Iteration 151Q: 3 clusters Score -1.852091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143261 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -18520924.000000 Penalty: 5928.818359
	Iteration 152Q: 3 clusters Score -1.852092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143270 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -18520914.000000 Penalty: 5928.818359
	Iteration 153Q: 3 clusters Score -1.852091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143277 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -18520914.000000 Penalty: 5928.818359
	Iteration 154Q: 3 clusters Score -1.852091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143287 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -18520916.000000 Penalty: 5928.818359
	Iteration 155Q: 3 clusters Score -1.852092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143299 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -18520924.000000 Penalty: 5928.818359
	Iteration 156Q: 3 clusters Score -1.852092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143307 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -18520920.000000 Penalty: 5928.818359
	Iteration 157Q: 3 clusters Score -1.852092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143318 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -18520924.000000 Penalty: 5928.818359
	Iteration 158Q: 3 clusters Score -1.852092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143325 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -18520938.000000 Penalty: 5928.818359
	Iteration 159Q: 3 clusters Score -1.852094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143330 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -18520938.000000 Penalty: 5928.818359
	Iteration 160F: 3 clusters Score -1.852094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143334 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -18520932.000000 Penalty: 5928.818359
	Iteration 161Q: 3 clusters Score -1.852093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143337 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -18520920.000000 Penalty: 5928.818359
	Iteration 162Q: 3 clusters Score -1.852092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143341 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -18520924.000000 Penalty: 5928.818359
	Iteration 163Q: 3 clusters Score -1.852092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143346 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -18520922.000000 Penalty: 5928.818359
	Iteration 164Q: 3 clusters Score -1.852092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143348 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -18520930.000000 Penalty: 5928.818359
	Iteration 165Q: 3 clusters Score -1.852093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143351 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -18520942.000000 Penalty: 5928.818359
	Iteration 166Q: 3 clusters Score -1.852094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143355 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -18520944.000000 Penalty: 5928.818359
	Iteration 167Q: 3 clusters Score -1.852094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143358 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -18520938.000000 Penalty: 5928.818359
	Iteration 168Q: 3 clusters Score -1.852094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143360 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -18520944.000000 Penalty: 5928.818359
	Iteration 169Q: 3 clusters Score -1.852094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143363 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -18520938.000000 Penalty: 5928.818359
	Iteration 170Q: 3 clusters Score -1.852094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143366 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -18520938.000000 Penalty: 5928.818359
	Iteration 171Q: 3 clusters Score -1.852094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143370 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -18520944.000000 Penalty: 5928.818359
	Iteration 172Q: 3 clusters Score -1.852094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143375 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -18520928.000000 Penalty: 5928.818359
	Iteration 173Q: 3 clusters Score -1.852093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143382 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -18520936.000000 Penalty: 5928.818359
	Iteration 174Q: 3 clusters Score -1.852094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143390 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -18520930.000000 Penalty: 5928.818359
	Iteration 175Q: 3 clusters Score -1.852093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143396 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -18520926.000000 Penalty: 5928.818359
	Iteration 176Q: 3 clusters Score -1.852093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143404 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -18520938.000000 Penalty: 5928.818359
	Iteration 177Q: 3 clusters Score -1.852094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143410 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -18520944.000000 Penalty: 5928.818359
	Iteration 178Q: 3 clusters Score -1.852094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143414 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -18520930.000000 Penalty: 5928.818359
	Iteration 179Q: 3 clusters Score -1.852093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143419 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -18520944.000000 Penalty: 5928.818359
	Iteration 180F: 3 clusters Score -1.852094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143424 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -18520948.000000 Penalty: 5928.818359
	Iteration 181Q: 3 clusters Score -1.852095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143427 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -18520942.000000 Penalty: 5928.818359
	Iteration 182Q: 3 clusters Score -1.852094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143432 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -18520940.000000 Penalty: 5928.818359
	Iteration 183Q: 3 clusters Score -1.852094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143445 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -18520930.000000 Penalty: 5928.818359
	Iteration 184Q: 3 clusters Score -1.852093e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143470 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -18520944.000000 Penalty: 5928.818359
	Iteration 185Q: 3 clusters Score -1.852094e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143499 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -18520926.000000 Penalty: 5928.818359
	Iteration 186Q: 3 clusters Score -1.852093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143520 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -18520916.000000 Penalty: 5928.818359
	Iteration 187Q: 3 clusters Score -1.852092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143531 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -18520908.000000 Penalty: 5928.818359
	Iteration 188Q: 3 clusters Score -1.852091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143540 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -18520920.000000 Penalty: 5928.818359
	Iteration 189Q: 3 clusters Score -1.852092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143550 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -18520920.000000 Penalty: 5928.818359
	Iteration 190Q: 3 clusters Score -1.852092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143562 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -18520924.000000 Penalty: 5928.818359
	Iteration 191Q: 3 clusters Score -1.852092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143574 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -18520924.000000 Penalty: 5928.818359
	Iteration 192Q: 3 clusters Score -1.852092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143588 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -18520924.000000 Penalty: 5928.818359
	Iteration 193Q: 3 clusters Score -1.852092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143598 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -18520922.000000 Penalty: 5928.818359
	Iteration 194Q: 3 clusters Score -1.852092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143613 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -18520904.000000 Penalty: 5928.818359
	Iteration 195Q: 3 clusters Score -1.85209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143627 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -18520910.000000 Penalty: 5928.818359
	Iteration 196Q: 3 clusters Score -1.852091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143644 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -18520934.000000 Penalty: 5928.818359
	Iteration 197Q: 3 clusters Score -1.852093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143657 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -18520936.000000 Penalty: 5928.818359
	Iteration 198Q: 3 clusters Score -1.852094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143667 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -18520942.000000 Penalty: 5928.818359
	Iteration 199Q: 3 clusters Score -1.852094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143683 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -18520976.000000 Penalty: 5928.818359
	Iteration 200F: 3 clusters Score -1.852098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143701 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -18520968.000000 Penalty: 5928.818359
	Iteration 201Q: 3 clusters Score -1.852097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143717 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -18520968.000000 Penalty: 5928.818359
	Iteration 202Q: 3 clusters Score -1.852097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143727 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -18520952.000000 Penalty: 5928.818359
	Iteration 203Q: 3 clusters Score -1.852095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143738 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -18520972.000000 Penalty: 5928.818359
	Iteration 204Q: 3 clusters Score -1.852097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143748 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -18520968.000000 Penalty: 5928.818359
	Iteration 205Q: 3 clusters Score -1.852097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143757 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -18520958.000000 Penalty: 5928.818359
	Iteration 206Q: 3 clusters Score -1.852096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143765 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -18520962.000000 Penalty: 5928.818359
	Iteration 207Q: 3 clusters Score -1.852096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143776 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -18520970.000000 Penalty: 5928.818359
	Iteration 208Q: 3 clusters Score -1.852097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143790 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -18520968.000000 Penalty: 5928.818359
	Iteration 209Q: 3 clusters Score -1.852097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143804 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -18521002.000000 Penalty: 5928.818359
	Iteration 210Q: 3 clusters Score -1.8521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143813 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -18521006.000000 Penalty: 5928.818359
	Iteration 211Q: 3 clusters Score -1.852101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143823 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -18520996.000000 Penalty: 5928.818359
	Iteration 212Q: 3 clusters Score -1.8521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143838 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -18521002.000000 Penalty: 5928.818359
	Iteration 213Q: 3 clusters Score -1.8521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143845 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -18521010.000000 Penalty: 5928.818359
	Iteration 214Q: 3 clusters Score -1.852101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143854 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -18521000.000000 Penalty: 5928.818359
	Iteration 215Q: 3 clusters Score -1.8521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143860 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -18520998.000000 Penalty: 5928.818359
	Iteration 216Q: 3 clusters Score -1.8521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143867 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -18520996.000000 Penalty: 5928.818359
	Iteration 217Q: 3 clusters Score -1.8521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143872 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -18520996.000000 Penalty: 5928.818359
	Iteration 218Q: 3 clusters Score -1.8521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143880 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -18520986.000000 Penalty: 5928.818359
	Iteration 219Q: 3 clusters Score -1.852099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143890 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -18520992.000000 Penalty: 5928.818359
	Iteration 220F: 3 clusters Score -1.852099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143903 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -18520990.000000 Penalty: 5928.818359
	Iteration 221Q: 3 clusters Score -1.852099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143915 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -18520994.000000 Penalty: 5928.818359
	Iteration 222Q: 3 clusters Score -1.852099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143927 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -18520982.000000 Penalty: 5928.818359
	Iteration 223Q: 3 clusters Score -1.852098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143935 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -18521004.000000 Penalty: 5928.818359
	Iteration 224Q: 3 clusters Score -1.8521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143942 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -18520990.000000 Penalty: 5928.818359
	Iteration 225Q: 3 clusters Score -1.852099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143952 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -18520974.000000 Penalty: 5928.818359
	Iteration 226Q: 3 clusters Score -1.852097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143960 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -18520980.000000 Penalty: 5928.818359
	Iteration 227Q: 3 clusters Score -1.852098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143967 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -18520980.000000 Penalty: 5928.818359
	Iteration 228Q: 3 clusters Score -1.852098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143975 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -18520970.000000 Penalty: 5928.818359
	Iteration 229Q: 3 clusters Score -1.852097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143980 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -18520982.000000 Penalty: 5928.818359
	Iteration 230Q: 3 clusters Score -1.852098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143983 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -18520984.000000 Penalty: 5928.818359
	Iteration 231Q: 3 clusters Score -1.852098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143989 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -18520988.000000 Penalty: 5928.818359
	Iteration 232Q: 3 clusters Score -1.852099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143997 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -18520994.000000 Penalty: 5928.818359
	Iteration 233Q: 3 clusters Score -1.852099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144003 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -18520998.000000 Penalty: 5928.818359
	Iteration 234Q: 3 clusters Score -1.8521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144006 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -18521010.000000 Penalty: 5928.818359
	Iteration 235Q: 3 clusters Score -1.852101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144008 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -18521006.000000 Penalty: 5928.818359
	Iteration 236Q: 3 clusters Score -1.852101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144010 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -18520992.000000 Penalty: 5928.818359
	Iteration 237Q: 3 clusters Score -1.852099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144016 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -18520996.000000 Penalty: 5928.818359
	Iteration 238Q: 3 clusters Score -1.8521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144022 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -18521020.000000 Penalty: 5928.818359
	Iteration 239Q: 3 clusters Score -1.852102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144027 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -18521024.000000 Penalty: 5928.818359
	Iteration 240F: 3 clusters Score -1.852102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144033 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -18521010.000000 Penalty: 5928.818359
	Iteration 241Q: 3 clusters Score -1.852101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144040 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -18521010.000000 Penalty: 5928.818359
	Iteration 242Q: 3 clusters Score -1.852101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144046 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -18520998.000000 Penalty: 5928.818359
	Iteration 243Q: 3 clusters Score -1.8521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144054 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -18520994.000000 Penalty: 5928.818359
	Iteration 244Q: 3 clusters Score -1.852099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144063 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -18520994.000000 Penalty: 5928.818359
	Iteration 245Q: 3 clusters Score -1.852099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144069 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -18520988.000000 Penalty: 5928.818359
	Iteration 246Q: 3 clusters Score -1.852099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144077 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -18520994.000000 Penalty: 5928.818359
	Iteration 247Q: 3 clusters Score -1.852099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144085 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -18521004.000000 Penalty: 5928.818359
	Iteration 248Q: 3 clusters Score -1.8521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144094 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -18521028.000000 Penalty: 5928.818359
	Iteration 249Q: 3 clusters Score -1.852103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144105 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -18521012.000000 Penalty: 5928.818359
	Iteration 250Q: 3 clusters Score -1.852101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144120 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -18521034.000000 Penalty: 5928.818359
	Iteration 251Q: 3 clusters Score -1.852103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144141 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -18521054.000000 Penalty: 5928.818359
	Iteration 252Q: 3 clusters Score -1.852105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144161 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -18521072.000000 Penalty: 5928.818359
	Iteration 253Q: 3 clusters Score -1.852107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144174 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -18521068.000000 Penalty: 5928.818359
	Iteration 254Q: 3 clusters Score -1.852107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144187 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -18521044.000000 Penalty: 5928.818359
	Iteration 255Q: 3 clusters Score -1.852104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144204 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -18521066.000000 Penalty: 5928.818359
	Iteration 256Q: 3 clusters Score -1.852107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144216 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -18521054.000000 Penalty: 5928.818359
	Iteration 257Q: 3 clusters Score -1.852105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -18521066.000000 Penalty: 5928.818359
	Iteration 258Q: 3 clusters Score -1.852107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144244 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -18521050.000000 Penalty: 5928.818359
	Iteration 259Q: 3 clusters Score -1.852105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144260 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -18521046.000000 Penalty: 5928.818359
	Iteration 260F: 3 clusters Score -1.852105e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144275 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -18521066.000000 Penalty: 5928.818359
	Iteration 261Q: 3 clusters Score -1.852107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144287 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -18521054.000000 Penalty: 5928.818359
	Iteration 262Q: 3 clusters Score -1.852105e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144304 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -18521050.000000 Penalty: 5928.818359
	Iteration 263Q: 3 clusters Score -1.852105e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144317 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -18521076.000000 Penalty: 5928.818359
	Iteration 264Q: 3 clusters Score -1.852108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144331 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -18521062.000000 Penalty: 5928.818359
	Iteration 265Q: 3 clusters Score -1.852106e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144349 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -18521084.000000 Penalty: 5928.818359
	Iteration 266Q: 3 clusters Score -1.852108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144364 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -18521090.000000 Penalty: 5928.818359
	Iteration 267Q: 3 clusters Score -1.852109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144373 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -18521082.000000 Penalty: 5928.818359
	Iteration 268Q: 3 clusters Score -1.852108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144386 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -18521076.000000 Penalty: 5928.818359
	Iteration 269Q: 3 clusters Score -1.852108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144402 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -18521062.000000 Penalty: 5928.818359
	Iteration 270Q: 3 clusters Score -1.852106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144421 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -18521078.000000 Penalty: 5928.818359
	Iteration 271Q: 3 clusters Score -1.852108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144448 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -18521082.000000 Penalty: 5928.818359
	Iteration 272Q: 3 clusters Score -1.852108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144472 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -18521072.000000 Penalty: 5928.818359
	Iteration 273Q: 3 clusters Score -1.852107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144498 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -18521054.000000 Penalty: 5928.818359
	Iteration 274Q: 3 clusters Score -1.852105e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144529 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -18521054.000000 Penalty: 5928.818359
	Iteration 275Q: 3 clusters Score -1.852105e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144559 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -18521080.000000 Penalty: 5928.818359
	Iteration 276Q: 3 clusters Score -1.852108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144590 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -18521066.000000 Penalty: 5928.818359
	Iteration 277Q: 3 clusters Score -1.852107e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144619 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -18521048.000000 Penalty: 5928.818359
	Iteration 278Q: 3 clusters Score -1.852105e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144657 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -18521040.000000 Penalty: 5928.818359
	Iteration 279Q: 3 clusters Score -1.852104e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144684 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -18521046.000000 Penalty: 5928.818359
	Iteration 280F: 3 clusters Score -1.852105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -18521050.000000 Penalty: 5928.818359
	Iteration 281Q: 3 clusters Score -1.852105e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144733 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -18521052.000000 Penalty: 5928.818359
	Iteration 282Q: 3 clusters Score -1.852105e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144756 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -18521040.000000 Penalty: 5928.818359
	Iteration 283Q: 3 clusters Score -1.852104e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -18521032.000000 Penalty: 5928.818359
	Iteration 284Q: 3 clusters Score -1.852103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144795 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -18521040.000000 Penalty: 5928.818359
	Iteration 285Q: 3 clusters Score -1.852104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144808 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -18521032.000000 Penalty: 5928.818359
	Iteration 286Q: 3 clusters Score -1.852103e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -18521032.000000 Penalty: 5928.818359
	Iteration 287Q: 3 clusters Score -1.852103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144845 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -18521032.000000 Penalty: 5928.818359
	Iteration 288Q: 3 clusters Score -1.852103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144863 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -18521040.000000 Penalty: 5928.818359
	Iteration 289Q: 3 clusters Score -1.852104e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144885 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -18521034.000000 Penalty: 5928.818359
	Iteration 290Q: 3 clusters Score -1.852103e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144914 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -18521048.000000 Penalty: 5928.818359
	Iteration 291Q: 3 clusters Score -1.852105e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144948 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -18521056.000000 Penalty: 5928.818359
	Iteration 292Q: 3 clusters Score -1.852106e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144981 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -18521054.000000 Penalty: 5928.818359
	Iteration 293Q: 3 clusters Score -1.852105e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145012 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -18521034.000000 Penalty: 5928.818359
	Iteration 294Q: 3 clusters Score -1.852103e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145037 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -18521030.000000 Penalty: 5928.818359
	Iteration 295Q: 3 clusters Score -1.852103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145059 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -18521036.000000 Penalty: 5928.818359
	Iteration 296Q: 3 clusters Score -1.852104e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145081 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -18521040.000000 Penalty: 5928.818359
	Iteration 297Q: 3 clusters Score -1.852104e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145099 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -18521006.000000 Penalty: 5928.818359
	Iteration 298Q: 3 clusters Score -1.852101e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145125 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -18521018.000000 Penalty: 5928.818359
	Iteration 299Q: 3 clusters Score -1.852102e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145153 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -18521026.000000 Penalty: 5928.818359
	Iteration 300F: 3 clusters Score -1.852103e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145185 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -18521038.000000 Penalty: 5928.818359
	Iteration 301Q: 3 clusters Score -1.852104e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145209 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -18521018.000000 Penalty: 5928.818359
	Iteration 302Q: 3 clusters Score -1.852102e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145235 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -18521012.000000 Penalty: 5928.818359
	Iteration 303Q: 3 clusters Score -1.852101e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145262 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -18521024.000000 Penalty: 5928.818359
	Iteration 304Q: 3 clusters Score -1.852102e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145290 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -18521032.000000 Penalty: 5928.818359
	Iteration 305Q: 3 clusters Score -1.852103e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145328 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -18521048.000000 Penalty: 5928.818359
	Iteration 306Q: 3 clusters Score -1.852105e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145367 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -18521060.000000 Penalty: 5928.818359
	Iteration 307Q: 3 clusters Score -1.852106e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145423 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -18521072.000000 Penalty: 5928.818359
	Iteration 308Q: 3 clusters Score -1.852107e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145481 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -18521062.000000 Penalty: 5928.818359
	Iteration 309Q: 3 clusters Score -1.852106e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145536 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -18521084.000000 Penalty: 5928.818359
	Iteration 310Q: 3 clusters Score -1.852108e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145588 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -18521092.000000 Penalty: 5928.818359
	Iteration 311Q: 3 clusters Score -1.852109e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145652 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -18521070.000000 Penalty: 5928.818359
	Iteration 312Q: 3 clusters Score -1.852107e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145709 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -18521088.000000 Penalty: 5928.818359
	Iteration 313Q: 3 clusters Score -1.852109e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145776 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -18521074.000000 Penalty: 5928.818359
	Iteration 314Q: 3 clusters Score -1.852107e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145841 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -18521080.000000 Penalty: 5928.818359
	Iteration 315Q: 3 clusters Score -1.852108e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145908 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -18521098.000000 Penalty: 5928.818359
	Iteration 316Q: 3 clusters Score -1.85211e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145969 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -18521086.000000 Penalty: 5928.818359
	Iteration 317Q: 3 clusters Score -1.852109e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146038 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -18521050.000000 Penalty: 5928.818359
	Iteration 318Q: 3 clusters Score -1.852105e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146106 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -18521064.000000 Penalty: 5928.818359
	Iteration 319Q: 3 clusters Score -1.852106e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146195 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -18521076.000000 Penalty: 5928.818359
	Iteration 320F: 3 clusters Score -1.852108e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146274 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -18521032.000000 Penalty: 5928.818359
	Iteration 321Q: 3 clusters Score -1.852103e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146345 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -18521040.000000 Penalty: 5928.818359
	Iteration 322Q: 3 clusters Score -1.852104e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146414 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -18521028.000000 Penalty: 5928.818359
	Iteration 323Q: 3 clusters Score -1.852103e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146486 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -18521054.000000 Penalty: 5928.818359
	Iteration 324Q: 3 clusters Score -1.852105e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146552 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -18521058.000000 Penalty: 5928.818359
	Iteration 325Q: 3 clusters Score -1.852106e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146627 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -18521030.000000 Penalty: 5928.818359
	Iteration 326Q: 3 clusters Score -1.852103e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146707 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -18521070.000000 Penalty: 5928.818359
	Iteration 327Q: 3 clusters Score -1.852107e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146789 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -18521068.000000 Penalty: 5928.818359
	Iteration 328Q: 3 clusters Score -1.852107e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146867 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -18521050.000000 Penalty: 5928.818359
	Iteration 329Q: 3 clusters Score -1.852105e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146937 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -18521034.000000 Penalty: 5928.818359
	Iteration 330Q: 3 clusters Score -1.852103e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147009 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -18521012.000000 Penalty: 5928.818359
	Iteration 331Q: 3 clusters Score -1.852101e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147079 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -18521010.000000 Penalty: 5928.818359
	Iteration 332Q: 3 clusters Score -1.852101e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147157 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -18521044.000000 Penalty: 5928.818359
	Iteration 333Q: 3 clusters Score -1.852104e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147262 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -18521030.000000 Penalty: 5928.818359
	Iteration 334Q: 3 clusters Score -1.852103e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147360 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -18521050.000000 Penalty: 5928.818359
	Iteration 335Q: 3 clusters Score -1.852105e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147465 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -18521032.000000 Penalty: 5928.818359
	Iteration 336Q: 3 clusters Score -1.852103e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147598 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -18521064.000000 Penalty: 5928.818359
	Iteration 337Q: 3 clusters Score -1.852106e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147712 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -18521096.000000 Penalty: 5928.818359
	Iteration 338Q: 3 clusters Score -1.85211e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147818 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -18521062.000000 Penalty: 5928.818359
	Iteration 339Q: 3 clusters Score -1.852106e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147903 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -18521098.000000 Penalty: 5928.818359
	Iteration 340F: 3 clusters Score -1.85211e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148002 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -18521064.000000 Penalty: 5928.818359
	Iteration 341Q: 3 clusters Score -1.852106e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148093 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -18521064.000000 Penalty: 5928.818359
	Iteration 342Q: 3 clusters Score -1.852106e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148187 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -18521096.000000 Penalty: 5928.818359
	Iteration 343Q: 3 clusters Score -1.85211e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148276 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -18521084.000000 Penalty: 5928.818359
	Iteration 344Q: 3 clusters Score -1.852108e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148387 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -18521062.000000 Penalty: 5928.818359
	Iteration 345Q: 3 clusters Score -1.852106e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148507 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -18521078.000000 Penalty: 5928.818359
	Iteration 346Q: 3 clusters Score -1.852108e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148631 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -18521096.000000 Penalty: 5928.818359
	Iteration 347Q: 3 clusters Score -1.85211e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148731 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -18521134.000000 Penalty: 5928.818359
	Iteration 348Q: 3 clusters Score -1.852113e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148824 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -18521148.000000 Penalty: 5928.818359
	Iteration 349Q: 3 clusters Score -1.852115e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148900 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -18521134.000000 Penalty: 5928.818359
	Iteration 350Q: 3 clusters Score -1.852113e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148966 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -18521128.000000 Penalty: 5928.818359
	Iteration 351Q: 3 clusters Score -1.852113e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149033 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -18521146.000000 Penalty: 5928.818359
	Iteration 352Q: 3 clusters Score -1.852115e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149101 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -18521142.000000 Penalty: 5928.818359
	Iteration 353Q: 3 clusters Score -1.852114e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149160 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -18521158.000000 Penalty: 5928.818359
	Iteration 354Q: 3 clusters Score -1.852116e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149205 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -18521144.000000 Penalty: 5928.818359
	Iteration 355Q: 3 clusters Score -1.852114e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149242 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -18521128.000000 Penalty: 5928.818359
	Iteration 356Q: 3 clusters Score -1.852113e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149289 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -18521120.000000 Penalty: 5928.818359
	Iteration 357Q: 3 clusters Score -1.852112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149323 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -18521126.000000 Penalty: 5928.818359
	Iteration 358Q: 3 clusters Score -1.852113e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149362 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -18521130.000000 Penalty: 5928.818359
	Iteration 359Q: 3 clusters Score -1.852113e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149397 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -18521122.000000 Penalty: 5928.818359
	Iteration 360F: 3 clusters Score -1.852112e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149426 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -18521126.000000 Penalty: 5928.818359
	Iteration 361Q: 3 clusters Score -1.852113e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149461 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -18521146.000000 Penalty: 5928.818359
	Iteration 362Q: 3 clusters Score -1.852115e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149499 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -18521118.000000 Penalty: 5928.818359
	Iteration 363Q: 3 clusters Score -1.852112e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149536 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -18521116.000000 Penalty: 5928.818359
	Iteration 364Q: 3 clusters Score -1.852112e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149570 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -18521126.000000 Penalty: 5928.818359
	Iteration 365Q: 3 clusters Score -1.852113e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149609 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -18521112.000000 Penalty: 5928.818359
	Iteration 366Q: 3 clusters Score -1.852111e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149640 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -18521114.000000 Penalty: 5928.818359
	Iteration 367Q: 3 clusters Score -1.852111e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149659 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -18521128.000000 Penalty: 5928.818359
	Iteration 368Q: 3 clusters Score -1.852113e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149680 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -18521116.000000 Penalty: 5928.818359
	Iteration 369Q: 3 clusters Score -1.852112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149706 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -18521110.000000 Penalty: 5928.818359
	Iteration 370Q: 3 clusters Score -1.852111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149730 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -18521106.000000 Penalty: 5928.818359
	Iteration 371Q: 3 clusters Score -1.852111e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149758 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -18521114.000000 Penalty: 5928.818359
	Iteration 372Q: 3 clusters Score -1.852111e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149783 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -18521124.000000 Penalty: 5928.818359
	Iteration 373Q: 3 clusters Score -1.852112e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149807 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -18521148.000000 Penalty: 5928.818359
	Iteration 374Q: 3 clusters Score -1.852115e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149830 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -18521146.000000 Penalty: 5928.818359
	Iteration 375Q: 3 clusters Score -1.852115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149861 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -18521164.000000 Penalty: 5928.818359
	Iteration 376Q: 3 clusters Score -1.852116e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149916 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -18521176.000000 Penalty: 5928.818359
	Iteration 377Q: 3 clusters Score -1.852118e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149976 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -18521152.000000 Penalty: 5928.818359
	Iteration 378Q: 3 clusters Score -1.852115e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150045 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -18521190.000000 Penalty: 5928.818359
	Iteration 379Q: 3 clusters Score -1.852119e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150109 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -18521196.000000 Penalty: 5928.818359
	Iteration 380F: 3 clusters Score -1.85212e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150178 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -18521238.000000 Penalty: 5928.818359
	Iteration 381Q: 3 clusters Score -1.852124e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150242 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -18521244.000000 Penalty: 5928.818359
	Iteration 382Q: 3 clusters Score -1.852124e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150312 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -18521240.000000 Penalty: 5928.818359
	Iteration 383Q: 3 clusters Score -1.852124e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150376 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -18521226.000000 Penalty: 5928.818359
	Iteration 384Q: 3 clusters Score -1.852123e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150443 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -18521242.000000 Penalty: 5928.818359
	Iteration 385Q: 3 clusters Score -1.852124e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150505 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -18521246.000000 Penalty: 5928.818359
	Iteration 386Q: 3 clusters Score -1.852125e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150565 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -18521258.000000 Penalty: 5928.818359
	Iteration 387Q: 3 clusters Score -1.852126e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150610 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -18521290.000000 Penalty: 5928.818359
	Iteration 388Q: 3 clusters Score -1.852129e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150657 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -18521314.000000 Penalty: 5928.818359
	Iteration 389Q: 3 clusters Score -1.852131e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150691 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -18521282.000000 Penalty: 5928.818359
	Iteration 390Q: 3 clusters Score -1.852128e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150717 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -18521278.000000 Penalty: 5928.818359
	Iteration 391Q: 3 clusters Score -1.852128e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150749 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -18521276.000000 Penalty: 5928.818359
	Iteration 392Q: 3 clusters Score -1.852128e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150780 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -18521290.000000 Penalty: 5928.818359
	Iteration 393Q: 3 clusters Score -1.852129e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150805 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -18521302.000000 Penalty: 5928.818359
	Iteration 394Q: 3 clusters Score -1.85213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150826 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -18521300.000000 Penalty: 5928.818359
	Iteration 395Q: 3 clusters Score -1.85213e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150846 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -18521306.000000 Penalty: 5928.818359
	Iteration 396Q: 3 clusters Score -1.852131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150867 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -18521298.000000 Penalty: 5928.818359
	Iteration 397Q: 3 clusters Score -1.85213e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150892 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -18521300.000000 Penalty: 5928.818359
	Iteration 398Q: 3 clusters Score -1.85213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150916 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -18521314.000000 Penalty: 5928.818359
	Iteration 399Q: 3 clusters Score -1.852131e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150940 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -18521312.000000 Penalty: 5928.818359
	Iteration 400F: 3 clusters Score -1.852131e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150968 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -18521290.000000 Penalty: 5928.818359
	Iteration 401Q: 3 clusters Score -1.852129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150995 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -18521274.000000 Penalty: 5928.818359
	Iteration 402Q: 3 clusters Score -1.852127e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151018 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -18521262.000000 Penalty: 5928.818359
	Iteration 403Q: 3 clusters Score -1.852126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151037 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -18521292.000000 Penalty: 5928.818359
	Iteration 404Q: 3 clusters Score -1.852129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151054 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -18521286.000000 Penalty: 5928.818359
	Iteration 405Q: 3 clusters Score -1.852129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151078 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -18521282.000000 Penalty: 5928.818359
	Iteration 406Q: 3 clusters Score -1.852128e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151105 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -18521302.000000 Penalty: 5928.818359
	Iteration 407Q: 3 clusters Score -1.85213e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151132 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -18521310.000000 Penalty: 5928.818359
	Iteration 408Q: 3 clusters Score -1.852131e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151160 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -18521316.000000 Penalty: 5928.818359
	Iteration 409Q: 3 clusters Score -1.852132e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151189 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -18521302.000000 Penalty: 5928.818359
	Iteration 410Q: 3 clusters Score -1.85213e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151223 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -18521300.000000 Penalty: 5928.818359
	Iteration 411Q: 3 clusters Score -1.85213e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151260 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -18521330.000000 Penalty: 5928.818359
	Iteration 412Q: 3 clusters Score -1.852133e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151300 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -18521324.000000 Penalty: 5928.818359
	Iteration 413Q: 3 clusters Score -1.852132e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151335 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -18521314.000000 Penalty: 5928.818359
	Iteration 414Q: 3 clusters Score -1.852131e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151363 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -18521334.000000 Penalty: 5928.818359
	Iteration 415Q: 3 clusters Score -1.852133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151392 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -18521340.000000 Penalty: 5928.818359
	Iteration 416Q: 3 clusters Score -1.852134e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151423 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -18521350.000000 Penalty: 5928.818359
	Iteration 417Q: 3 clusters Score -1.852135e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151454 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -18521392.000000 Penalty: 5928.818359
	Iteration 418Q: 3 clusters Score -1.852139e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151481 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -18521378.000000 Penalty: 5928.818359
	Iteration 419Q: 3 clusters Score -1.852138e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151505 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -18521390.000000 Penalty: 5928.818359
	Iteration 420F: 3 clusters Score -1.852139e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151523 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -18521382.000000 Penalty: 5928.818359
	Iteration 421Q: 3 clusters Score -1.852138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151543 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -18521400.000000 Penalty: 5928.818359
	Iteration 422Q: 3 clusters Score -1.85214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151556 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -18521388.000000 Penalty: 5928.818359
	Iteration 423Q: 3 clusters Score -1.852139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151564 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -18521394.000000 Penalty: 5928.818359
	Iteration 424Q: 3 clusters Score -1.852139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151574 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -18521390.000000 Penalty: 5928.818359
	Iteration 425Q: 3 clusters Score -1.852139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151582 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -18521396.000000 Penalty: 5928.818359
	Iteration 426Q: 3 clusters Score -1.85214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151591 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -18521388.000000 Penalty: 5928.818359
	Iteration 427Q: 3 clusters Score -1.852139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151596 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -18521406.000000 Penalty: 5928.818359
	Iteration 428Q: 3 clusters Score -1.852141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151604 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -18521402.000000 Penalty: 5928.818359
	Iteration 429Q: 3 clusters Score -1.85214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151614 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -18521402.000000 Penalty: 5928.818359
	Iteration 430Q: 3 clusters Score -1.85214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151616 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -18521406.000000 Penalty: 5928.818359
	Iteration 431Q: 3 clusters Score -1.852141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151620 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -18521402.000000 Penalty: 5928.818359
	Iteration 432Q: 3 clusters Score -1.85214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -18521408.000000 Penalty: 5928.818359
	Iteration 433Q: 3 clusters Score -1.852141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151625 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -18521416.000000 Penalty: 5928.818359
	Iteration 434Q: 3 clusters Score -1.852142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151630 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -18521414.000000 Penalty: 5928.818359
	Iteration 435Q: 3 clusters Score -1.852141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151630 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -18521404.000000 Penalty: 5928.818359
	Iteration 436Q: 3 clusters Score -1.85214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151630 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -18521404.000000 Penalty: 5928.818359
	Iteration 437F: 3 clusters Score -1.85214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Entering Unmasked Estep 
Score: -486587.406250 Penalty: 2070.789551
	Iteration 0F: 2 clusters Score -486587.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -482504.156250 Penalty: 4141.579102
	Iteration 0F: 3 clusters Score -482504.2 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -483357.125000 Penalty: 4141.579102
	Iteration 1F: 3 clusters Score -483357.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -483517.531250 Penalty: 4141.579102
	Iteration 2F: 3 clusters Score -483517.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -483626.062500 Penalty: 4141.579102
	Iteration 3Q: 3 clusters Score -483626.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -483696.718750 Penalty: 4141.579102
	Iteration 4Q: 3 clusters Score -483696.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -483757.218750 Penalty: 4141.579102
	Iteration 5Q: 3 clusters Score -483757.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -483804.187500 Penalty: 4141.579102
	Iteration 6Q: 3 clusters Score -483804.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -483845.500000 Penalty: 4141.579102
	Iteration 7Q: 3 clusters Score -483845.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -483882.687500 Penalty: 4141.579102
	Iteration 8Q: 3 clusters Score -483882.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -483913.062500 Penalty: 4141.579102
	Iteration 9Q: 3 clusters Score -483913.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -483945.468750 Penalty: 4141.579102
	Iteration 10Q: 3 clusters Score -483945.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -483972.156250 Penalty: 4141.579102
	Iteration 11Q: 3 clusters Score -483972.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -483992.250000 Penalty: 4141.579102
	Iteration 12Q: 3 clusters Score -483992.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -484014.875000 Penalty: 4141.579102
	Iteration 13Q: 3 clusters Score -484014.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -484026.625000 Penalty: 4141.579102
	Iteration 14Q: 3 clusters Score -484026.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -484036.656250 Penalty: 4141.579102
	Iteration 15Q: 3 clusters Score -484036.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -484043.531250 Penalty: 4141.579102
	Iteration 16Q: 3 clusters Score -484043.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -484051.062500 Penalty: 4141.579102
	Iteration 17Q: 3 clusters Score -484051.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -484060.156250 Penalty: 4141.579102
	Iteration 18Q: 3 clusters Score -484060.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -484072.906250 Penalty: 4141.579102
	Iteration 19Q: 3 clusters Score -484072.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -484088.968750 Penalty: 4141.579102
	Iteration 20F: 3 clusters Score -484089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -484100.906250 Penalty: 4141.579102
	Iteration 21Q: 3 clusters Score -484100.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -484112.406250 Penalty: 4141.579102
	Iteration 22Q: 3 clusters Score -484112.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -484122.218750 Penalty: 4141.579102
	Iteration 23Q: 3 clusters Score -484122.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -484132.375000 Penalty: 4141.579102
	Iteration 24Q: 3 clusters Score -484132.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -484142.781250 Penalty: 4141.579102
	Iteration 25Q: 3 clusters Score -484142.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -484149.500000 Penalty: 4141.579102
	Iteration 26Q: 3 clusters Score -484149.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -484154.812500 Penalty: 4141.579102
	Iteration 27Q: 3 clusters Score -484154.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -484162.156250 Penalty: 4141.579102
	Iteration 28Q: 3 clusters Score -484162.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -484167.531250 Penalty: 4141.579102
	Iteration 29Q: 3 clusters Score -484167.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -484172.406250 Penalty: 4141.579102
	Iteration 30Q: 3 clusters Score -484172.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -484177.968750 Penalty: 4141.579102
	Iteration 31Q: 3 clusters Score -484178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -484185.812500 Penalty: 4141.579102
	Iteration 32Q: 3 clusters Score -484185.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -484192.843750 Penalty: 4141.579102
	Iteration 33Q: 3 clusters Score -484192.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -484199.437500 Penalty: 4141.579102
	Iteration 34Q: 3 clusters Score -484199.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -484207.312500 Penalty: 4141.579102
	Iteration 35Q: 3 clusters Score -484207.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -484216.156250 Penalty: 4141.579102
	Iteration 36Q: 3 clusters Score -484216.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -484224.125000 Penalty: 4141.579102
	Iteration 37Q: 3 clusters Score -484224.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -484233.937500 Penalty: 4141.579102
	Iteration 38Q: 3 clusters Score -484233.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -484242.718750 Penalty: 4141.579102
	Iteration 39Q: 3 clusters Score -484242.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -484251.875000 Penalty: 4141.579102
	Iteration 40F: 3 clusters Score -484251.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -484257.562500 Penalty: 4141.579102
	Iteration 41Q: 3 clusters Score -484257.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -484265.218750 Penalty: 4141.579102
	Iteration 42Q: 3 clusters Score -484265.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -484272.093750 Penalty: 4141.579102
	Iteration 43Q: 3 clusters Score -484272.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -484281.250000 Penalty: 4141.579102
	Iteration 44Q: 3 clusters Score -484281.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -484291.781250 Penalty: 4141.579102
	Iteration 45Q: 3 clusters Score -484291.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -484299.000000 Penalty: 4141.579102
	Iteration 46Q: 3 clusters Score -484299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -484308.500000 Penalty: 4141.579102
	Iteration 47Q: 3 clusters Score -484308.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -484319.562500 Penalty: 4141.579102
	Iteration 48Q: 3 clusters Score -484319.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -484333.812500 Penalty: 4141.579102
	Iteration 49Q: 3 clusters Score -484333.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -484347.781250 Penalty: 4141.579102
	Iteration 50Q: 3 clusters Score -484347.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -484359.343750 Penalty: 4141.579102
	Iteration 51Q: 3 clusters Score -484359.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -484371.562500 Penalty: 4141.579102
	Iteration 52Q: 3 clusters Score -484371.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -484384.500000 Penalty: 4141.579102
	Iteration 53Q: 3 clusters Score -484384.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -484395.406250 Penalty: 4141.579102
	Iteration 54Q: 3 clusters Score -484395.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -484403.187500 Penalty: 4141.579102
	Iteration 55Q: 3 clusters Score -484403.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -484410.968750 Penalty: 4141.579102
	Iteration 56Q: 3 clusters Score -484411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -484419.750000 Penalty: 4141.579102
	Iteration 57Q: 3 clusters Score -484419.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -484433.343750 Penalty: 4141.579102
	Iteration 58Q: 3 clusters Score -484433.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -484442.656250 Penalty: 4141.579102
	Iteration 59Q: 3 clusters Score -484442.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -484453.156250 Penalty: 4141.579102
	Iteration 60F: 3 clusters Score -484453.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -484462.343750 Penalty: 4141.579102
	Iteration 61Q: 3 clusters Score -484462.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -484468.406250 Penalty: 4141.579102
	Iteration 62Q: 3 clusters Score -484468.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -484477.687500 Penalty: 4141.579102
	Iteration 63Q: 3 clusters Score -484477.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -484489.187500 Penalty: 4141.579102
	Iteration 64Q: 3 clusters Score -484489.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -484505.000000 Penalty: 4141.579102
	Iteration 65Q: 3 clusters Score -484505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -484518.218750 Penalty: 4141.579102
	Iteration 66Q: 3 clusters Score -484518.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -484526.593750 Penalty: 4141.579102
	Iteration 67Q: 3 clusters Score -484526.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -484537.375000 Penalty: 4141.579102
	Iteration 68Q: 3 clusters Score -484537.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -484549.281250 Penalty: 4141.579102
	Iteration 69Q: 3 clusters Score -484549.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -484561.406250 Penalty: 4141.579102
	Iteration 70Q: 3 clusters Score -484561.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -484570.875000 Penalty: 4141.579102
	Iteration 71Q: 3 clusters Score -484570.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -484584.687500 Penalty: 4141.579102
	Iteration 72Q: 3 clusters Score -484584.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -484593.218750 Penalty: 4141.579102
	Iteration 73Q: 3 clusters Score -484593.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -484602.218750 Penalty: 4141.579102
	Iteration 74Q: 3 clusters Score -484602.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -484612.125000 Penalty: 4141.579102
	Iteration 75Q: 3 clusters Score -484612.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -484622.000000 Penalty: 4141.579102
	Iteration 76Q: 3 clusters Score -484622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -484627.812500 Penalty: 4141.579102
	Iteration 77Q: 3 clusters Score -484627.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -484636.281250 Penalty: 4141.579102
	Iteration 78Q: 3 clusters Score -484636.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -484647.437500 Penalty: 4141.579102
	Iteration 79Q: 3 clusters Score -484647.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -484654.062500 Penalty: 4141.579102
	Iteration 80F: 3 clusters Score -484654.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -484661.718750 Penalty: 4141.579102
	Iteration 81Q: 3 clusters Score -484661.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -484666.062500 Penalty: 4141.579102
	Iteration 82Q: 3 clusters Score -484666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -484667.968750 Penalty: 4141.579102
	Iteration 83Q: 3 clusters Score -484668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -484669.000000 Penalty: 4141.579102
	Iteration 84Q: 3 clusters Score -484669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -484670.875000 Penalty: 4141.579102
	Iteration 85Q: 3 clusters Score -484670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -484671.312500 Penalty: 4141.579102
	Iteration 86Q: 3 clusters Score -484671.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -484672.656250 Penalty: 4141.579102
	Iteration 87Q: 3 clusters Score -484672.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -484675.000000 Penalty: 4141.579102
	Iteration 88Q: 3 clusters Score -484675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -484676.281250 Penalty: 4141.579102
	Iteration 89Q: 3 clusters Score -484676.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -484677.656250 Penalty: 4141.579102
	Iteration 90Q: 3 clusters Score -484677.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -484677.843750 Penalty: 4141.579102
	Iteration 91Q: 3 clusters Score -484677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -484678.250000 Penalty: 4141.579102
	Iteration 92Q: 3 clusters Score -484678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -484678.250000 Penalty: 4141.579102
	Iteration 93F: 3 clusters Score -484678.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Entering Unmasked Estep 
Score: -1917480.250000 Penalty: 2402.778320
	Iteration 0F: 2 clusters Score -1917480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1905869.625000 Penalty: 4805.556641
	Iteration 0F: 3 clusters Score -1905870 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1909628.750000 Penalty: 4805.556641
	Iteration 1F: 3 clusters Score -1909629 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1910030.250000 Penalty: 4805.556641
	Iteration 2F: 3 clusters Score -1910030 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1910395.625000 Penalty: 4805.556641
	Iteration 3Q: 3 clusters Score -1910396 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1910803.250000 Penalty: 4805.556641
	Iteration 4Q: 3 clusters Score -1910803 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1911240.500000 Penalty: 4805.556641
	Iteration 5F: 3 clusters Score -1911240 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1911735.250000 Penalty: 4805.556641
	Iteration 6F: 3 clusters Score -1911735 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1912281.125000 Penalty: 4805.556641
	Iteration 7F: 3 clusters Score -1912281 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1912838.500000 Penalty: 4805.556641
	Iteration 8F: 3 clusters Score -1912838 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1913366.250000 Penalty: 4805.556641
	Iteration 9Q: 3 clusters Score -1913366 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1913839.500000 Penalty: 4805.556641
	Iteration 10Q: 3 clusters Score -1913840 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1914214.625000 Penalty: 4805.556641
	Iteration 11Q: 3 clusters Score -1914215 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1914515.000000 Penalty: 4805.556641
	Iteration 12Q: 3 clusters Score -1914515 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1914705.500000 Penalty: 4805.556641
	Iteration 13Q: 3 clusters Score -1914706 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1914852.625000 Penalty: 4805.556641
	Iteration 14Q: 3 clusters Score -1914853 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1914964.125000 Penalty: 4805.556641
	Iteration 15Q: 3 clusters Score -1914964 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1915042.875000 Penalty: 4805.556641
	Iteration 16Q: 3 clusters Score -1915043 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1915111.250000 Penalty: 4805.556641
	Iteration 17Q: 3 clusters Score -1915111 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1915161.500000 Penalty: 4805.556641
	Iteration 18Q: 3 clusters Score -1915162 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1915213.625000 Penalty: 4805.556641
	Iteration 19Q: 3 clusters Score -1915214 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1915263.625000 Penalty: 4805.556641
	Iteration 20F: 3 clusters Score -1915264 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1915296.125000 Penalty: 4805.556641
	Iteration 21Q: 3 clusters Score -1915296 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1915333.250000 Penalty: 4805.556641
	Iteration 22Q: 3 clusters Score -1915333 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1915366.375000 Penalty: 4805.556641
	Iteration 23Q: 3 clusters Score -1915366 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1915400.125000 Penalty: 4805.556641
	Iteration 24Q: 3 clusters Score -1915400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1915432.875000 Penalty: 4805.556641
	Iteration 25Q: 3 clusters Score -1915433 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1915462.000000 Penalty: 4805.556641
	Iteration 26Q: 3 clusters Score -1915462 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1915484.500000 Penalty: 4805.556641
	Iteration 27Q: 3 clusters Score -1915484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1915503.750000 Penalty: 4805.556641
	Iteration 28Q: 3 clusters Score -1915504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1915511.125000 Penalty: 4805.556641
	Iteration 29Q: 3 clusters Score -1915511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1915521.625000 Penalty: 4805.556641
	Iteration 30Q: 3 clusters Score -1915522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1915529.750000 Penalty: 4805.556641
	Iteration 31Q: 3 clusters Score -1915530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1915546.375000 Penalty: 4805.556641
	Iteration 32Q: 3 clusters Score -1915546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1915560.625000 Penalty: 4805.556641
	Iteration 33Q: 3 clusters Score -1915561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1915572.625000 Penalty: 4805.556641
	Iteration 34Q: 3 clusters Score -1915573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1915581.000000 Penalty: 4805.556641
	Iteration 35Q: 3 clusters Score -1915581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1915594.000000 Penalty: 4805.556641
	Iteration 36Q: 3 clusters Score -1915594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1915603.000000 Penalty: 4805.556641
	Iteration 37Q: 3 clusters Score -1915603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1915610.375000 Penalty: 4805.556641
	Iteration 38Q: 3 clusters Score -1915610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1915616.000000 Penalty: 4805.556641
	Iteration 39Q: 3 clusters Score -1915616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1915617.750000 Penalty: 4805.556641
	Iteration 40F: 3 clusters Score -1915618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1915621.750000 Penalty: 4805.556641
	Iteration 41Q: 3 clusters Score -1915622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1915627.625000 Penalty: 4805.556641
	Iteration 42Q: 3 clusters Score -1915628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1915631.250000 Penalty: 4805.556641
	Iteration 43Q: 3 clusters Score -1915631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1915638.500000 Penalty: 4805.556641
	Iteration 44Q: 3 clusters Score -1915638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1915646.125000 Penalty: 4805.556641
	Iteration 45Q: 3 clusters Score -1915646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1915652.625000 Penalty: 4805.556641
	Iteration 46Q: 3 clusters Score -1915653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1915657.875000 Penalty: 4805.556641
	Iteration 47Q: 3 clusters Score -1915658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1915657.000000 Penalty: 4805.556641
	Iteration 48Q: 3 clusters Score -1915657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1915655.125000 Penalty: 4805.556641
	Iteration 49Q: 3 clusters Score -1915655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1915662.000000 Penalty: 4805.556641
	Iteration 50Q: 3 clusters Score -1915662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1915660.750000 Penalty: 4805.556641
	Iteration 51Q: 3 clusters Score -1915661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1915661.625000 Penalty: 4805.556641
	Iteration 52Q: 3 clusters Score -1915662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1915665.125000 Penalty: 4805.556641
	Iteration 53Q: 3 clusters Score -1915665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1915660.125000 Penalty: 4805.556641
	Iteration 54Q: 3 clusters Score -1915660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1915666.625000 Penalty: 4805.556641
	Iteration 55Q: 3 clusters Score -1915667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1915664.125000 Penalty: 4805.556641
	Iteration 56Q: 3 clusters Score -1915664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1915664.750000 Penalty: 4805.556641
	Iteration 57Q: 3 clusters Score -1915665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1915666.375000 Penalty: 4805.556641
	Iteration 58Q: 3 clusters Score -1915666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1915662.750000 Penalty: 4805.556641
	Iteration 59Q: 3 clusters Score -1915663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1915662.375000 Penalty: 4805.556641
	Iteration 60F: 3 clusters Score -1915662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1915664.375000 Penalty: 4805.556641
	Iteration 61Q: 3 clusters Score -1915664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1915667.375000 Penalty: 4805.556641
	Iteration 62Q: 3 clusters Score -1915667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1915667.375000 Penalty: 4805.556641
	Iteration 63F: 3 clusters Score -1915667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -75789.140625 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -75789.14 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 406 members 
Entering Unmasked Estep 
Score: -74102.789062 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -74102.79 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -74611.718750 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -74611.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -74801.164062 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -74801.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -74972.890625 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -74972.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -75049.351562 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -75049.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75082.679688 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -75082.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75108.210938 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -75108.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75115.960938 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -75115.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75115.960938 Penalty: 3324.172363
	Iteration 8F: 3 clusters Score -75115.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Entering Unmasked Estep 
Score: -2425862.750000 Penalty: 2464.512451
	Iteration 0F: 2 clusters Score -2425863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2411358.250000 Penalty: 4929.024902
	Iteration 0F: 3 clusters Score -2411358 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2416180.250000 Penalty: 4929.024902
	Iteration 1F: 3 clusters Score -2416180 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2416598.250000 Penalty: 4929.024902
	Iteration 2F: 3 clusters Score -2416598 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2416977.000000 Penalty: 4929.024902
	Iteration 3F: 3 clusters Score -2416977 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2417378.000000 Penalty: 4929.024902
	Iteration 4Q: 3 clusters Score -2417378 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2417813.250000 Penalty: 4929.024902
	Iteration 5Q: 3 clusters Score -2417813 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2418315.500000 Penalty: 4929.024902
	Iteration 6Q: 3 clusters Score -2418316 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2418927.750000 Penalty: 4929.024902
	Iteration 7F: 3 clusters Score -2418928 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2419607.000000 Penalty: 4929.024902
	Iteration 8F: 3 clusters Score -2419607 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2420356.750000 Penalty: 4929.024902
	Iteration 9F: 3 clusters Score -2420357 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2421136.750000 Penalty: 4929.024902
	Iteration 10F: 3 clusters Score -2421137 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2421848.750000 Penalty: 4929.024902
	Iteration 11Q: 3 clusters Score -2421849 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2422452.500000 Penalty: 4929.024902
	Iteration 12Q: 3 clusters Score -2422452 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2422883.750000 Penalty: 4929.024902
	Iteration 13Q: 3 clusters Score -2422884 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2423231.250000 Penalty: 4929.024902
	Iteration 14Q: 3 clusters Score -2423231 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2423426.500000 Penalty: 4929.024902
	Iteration 15Q: 3 clusters Score -2423426 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2423558.250000 Penalty: 4929.024902
	Iteration 16Q: 3 clusters Score -2423558 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2423671.000000 Penalty: 4929.024902
	Iteration 17Q: 3 clusters Score -2423671 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2423729.500000 Penalty: 4929.024902
	Iteration 18Q: 3 clusters Score -2423730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2423775.250000 Penalty: 4929.024902
	Iteration 19Q: 3 clusters Score -2423775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2423822.250000 Penalty: 4929.024902
	Iteration 20F: 3 clusters Score -2423822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2423847.250000 Penalty: 4929.024902
	Iteration 21Q: 3 clusters Score -2423847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2423861.250000 Penalty: 4929.024902
	Iteration 22Q: 3 clusters Score -2423861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2423871.250000 Penalty: 4929.024902
	Iteration 23Q: 3 clusters Score -2423871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2423877.750000 Penalty: 4929.024902
	Iteration 24Q: 3 clusters Score -2423878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2423882.500000 Penalty: 4929.024902
	Iteration 25Q: 3 clusters Score -2423882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2423886.750000 Penalty: 4929.024902
	Iteration 26Q: 3 clusters Score -2423887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2423886.750000 Penalty: 4929.024902
	Iteration 27F: 3 clusters Score -2423887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (111610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111610 members 
Entering Unmasked Estep 
Score: -13118838.000000 Penalty: 2882.445801
	Iteration 0F: 2 clusters Score -1.311884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -13044084.000000 Penalty: 5764.891602
	Iteration 0F: 3 clusters Score -1.304408e+07 nChanged 53059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -13074712.000000 Penalty: 5764.891602
	Iteration 1F: 3 clusters Score -1.307471e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -13075586.000000 Penalty: 5764.891602
	Iteration 2Q: 3 clusters Score -1.307559e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -13076595.000000 Penalty: 5764.891602
	Iteration 3Q: 3 clusters Score -1.30766e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -13078031.000000 Penalty: 5764.891602
	Iteration 4Q: 3 clusters Score -1.307803e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 67768 members 
Entering Unmasked Estep 
Score: -13080342.000000 Penalty: 5764.891602
	Iteration 5Q: 3 clusters Score -1.308034e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 73468 members 
Entering Unmasked Estep 
Score: -13083934.000000 Penalty: 5764.891602
	Iteration 6F: 3 clusters Score -1.308393e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 80741 members 
Entering Unmasked Estep 
Score: -13089319.000000 Penalty: 5764.891602
	Iteration 7F: 3 clusters Score -1.308932e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 89142 members 
Entering Unmasked Estep 
Score: -13096398.000000 Penalty: 5764.891602
	Iteration 8F: 3 clusters Score -1.30964e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -13104144.000000 Penalty: 5764.891602
	Iteration 9F: 3 clusters Score -1.310414e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 103924 members 
Entering Unmasked Estep 
Score: -13110149.000000 Penalty: 5764.891602
	Iteration 10F: 3 clusters Score -1.311015e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 107755 members 
Entering Unmasked Estep 
Score: -13113523.000000 Penalty: 5764.891602
	Iteration 11Q: 3 clusters Score -1.311352e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 109700 members 
Entering Unmasked Estep 
Score: -13115140.000000 Penalty: 5764.891602
	Iteration 12Q: 3 clusters Score -1.311514e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 110530 members 
Entering Unmasked Estep 
Score: -13115862.000000 Penalty: 5764.891602
	Iteration 13Q: 3 clusters Score -1.311586e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -13116130.000000 Penalty: 5764.891602
	Iteration 14Q: 3 clusters Score -1.311613e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 111026 members 
Entering Unmasked Estep 
Score: -13116254.000000 Penalty: 5764.891602
	Iteration 15Q: 3 clusters Score -1.311625e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 111101 members 
Entering Unmasked Estep 
Score: -13116312.000000 Penalty: 5764.891602
	Iteration 16Q: 3 clusters Score -1.311631e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 111135 members 
Entering Unmasked Estep 
Score: -13116361.000000 Penalty: 5764.891602
	Iteration 17Q: 3 clusters Score -1.311636e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 111166 members 
Entering Unmasked Estep 
Score: -13116385.000000 Penalty: 5764.891602
	Iteration 18Q: 3 clusters Score -1.311638e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 111188 members 
Entering Unmasked Estep 
Score: -13116430.000000 Penalty: 5764.891602
	Iteration 19Q: 3 clusters Score -1.311643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 111196 members 
Entering Unmasked Estep 
Score: -13116449.000000 Penalty: 5764.891602
	Iteration 20F: 3 clusters Score -1.311645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 111198 members 
Entering Unmasked Estep 
Score: -13116455.000000 Penalty: 5764.891602
	Iteration 21Q: 3 clusters Score -1.311646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 111202 members 
Entering Unmasked Estep 
Score: -13116467.000000 Penalty: 5764.891602
	Iteration 22Q: 3 clusters Score -1.311647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 111205 members 
Entering Unmasked Estep 
Score: -13116471.000000 Penalty: 5764.891602
	Iteration 23Q: 3 clusters Score -1.311647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 111209 members 
Entering Unmasked Estep 
Score: -13116478.000000 Penalty: 5764.891602
	Iteration 24Q: 3 clusters Score -1.311648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -13116481.000000 Penalty: 5764.891602
	Iteration 25Q: 3 clusters Score -1.311648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 111213 members 
Entering Unmasked Estep 
Score: -13116489.000000 Penalty: 5764.891602
	Iteration 26Q: 3 clusters Score -1.311649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 111213 members 
Entering Unmasked Estep 
Score: -13116473.000000 Penalty: 5764.891602
	Iteration 27Q: 3 clusters Score -1.311647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 111212 members 
Entering Unmasked Estep 
Score: -13116472.000000 Penalty: 5764.891602
	Iteration 28Q: 3 clusters Score -1.311647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -13116471.000000 Penalty: 5764.891602
	Iteration 29Q: 3 clusters Score -1.311647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -13116471.000000 Penalty: 5764.891602
	Iteration 30F: 3 clusters Score -1.311647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (132643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132643 members 
Entering Unmasked Estep 
Score: -15966244.000000 Penalty: 2925.263428
	Iteration 0F: 2 clusters Score -1.596624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -15877109.000000 Penalty: 5850.526855
	Iteration 0F: 3 clusters Score -1.587711e+07 nChanged 63492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -15913377.000000 Penalty: 5850.526855
	Iteration 1F: 3 clusters Score -1.591338e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -15914112.000000 Penalty: 5850.526855
	Iteration 2Q: 3 clusters Score -1.591411e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -15915381.000000 Penalty: 5850.526855
	Iteration 3Q: 3 clusters Score -1.591538e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -15917062.000000 Penalty: 5850.526855
	Iteration 4Q: 3 clusters Score -1.591706e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 82564 members 
Entering Unmasked Estep 
Score: -15919920.000000 Penalty: 5850.526855
	Iteration 5Q: 3 clusters Score -1.591992e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 90675 members 
Entering Unmasked Estep 
Score: -15925103.000000 Penalty: 5850.526855
	Iteration 6F: 3 clusters Score -1.59251e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
Score: -15933345.000000 Penalty: 5850.526855
	Iteration 7F: 3 clusters Score -1.593334e+07 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 112986 members 
Entering Unmasked Estep 
Score: -15944323.000000 Penalty: 5850.526855
	Iteration 8F: 3 clusters Score -1.594432e+07 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 123048 members 
Entering Unmasked Estep 
Score: -15954574.000000 Penalty: 5850.526855
	Iteration 9F: 3 clusters Score -1.595457e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 128988 members 
Entering Unmasked Estep 
Score: -15960574.000000 Penalty: 5850.526855
	Iteration 10Q: 3 clusters Score -1.596057e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 131295 members 
Entering Unmasked Estep 
Score: -15962681.000000 Penalty: 5850.526855
	Iteration 11Q: 3 clusters Score -1.596268e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 131954 members 
Entering Unmasked Estep 
Score: -15963239.000000 Penalty: 5850.526855
	Iteration 12Q: 3 clusters Score -1.596324e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 132136 members 
Entering Unmasked Estep 
Score: -15963412.000000 Penalty: 5850.526855
	Iteration 13Q: 3 clusters Score -1.596341e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 132226 members 
Entering Unmasked Estep 
Score: -15963505.000000 Penalty: 5850.526855
	Iteration 14Q: 3 clusters Score -1.59635e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 132262 members 
Entering Unmasked Estep 
Score: -15963544.000000 Penalty: 5850.526855
	Iteration 15Q: 3 clusters Score -1.596354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 132281 members 
Entering Unmasked Estep 
Score: -15963574.000000 Penalty: 5850.526855
	Iteration 16Q: 3 clusters Score -1.596357e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 132291 members 
Entering Unmasked Estep 
Score: -15963593.000000 Penalty: 5850.526855
	Iteration 17Q: 3 clusters Score -1.596359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 132298 members 
Entering Unmasked Estep 
Score: -15963627.000000 Penalty: 5850.526855
	Iteration 18Q: 3 clusters Score -1.596363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 132306 members 
Entering Unmasked Estep 
Score: -15963641.000000 Penalty: 5850.526855
	Iteration 19Q: 3 clusters Score -1.596364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 132315 members 
Entering Unmasked Estep 
Score: -15963639.000000 Penalty: 5850.526855
	Iteration 20F: 3 clusters Score -1.596364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 132322 members 
Entering Unmasked Estep 
Score: -15963657.000000 Penalty: 5850.526855
	Iteration 21Q: 3 clusters Score -1.596366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 132326 members 
Entering Unmasked Estep 
Score: -15963663.000000 Penalty: 5850.526855
	Iteration 22Q: 3 clusters Score -1.596366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 132333 members 
Entering Unmasked Estep 
Score: -15963680.000000 Penalty: 5850.526855
	Iteration 23Q: 3 clusters Score -1.596368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 132337 members 
Entering Unmasked Estep 
Score: -15963674.000000 Penalty: 5850.526855
	Iteration 24Q: 3 clusters Score -1.596367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 132338 members 
Entering Unmasked Estep 
Score: -15963672.000000 Penalty: 5850.526855
	Iteration 25Q: 3 clusters Score -1.596367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 132341 members 
Entering Unmasked Estep 
Score: -15963676.000000 Penalty: 5850.526855
	Iteration 26Q: 3 clusters Score -1.596368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 132344 members 
Entering Unmasked Estep 
Score: -15963681.000000 Penalty: 5850.526855
	Iteration 27Q: 3 clusters Score -1.596368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -15963700.000000 Penalty: 5850.526855
	Iteration 28Q: 3 clusters Score -1.59637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 132348 members 
Entering Unmasked Estep 
Score: -15963690.000000 Penalty: 5850.526855
	Iteration 29Q: 3 clusters Score -1.596369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 132351 members 
Entering Unmasked Estep 
Score: -15963685.000000 Penalty: 5850.526855
	Iteration 30Q: 3 clusters Score -1.596368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 132350 members 
Entering Unmasked Estep 
Score: -15963704.000000 Penalty: 5850.526855
	Iteration 31Q: 3 clusters Score -1.59637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 132351 members 
Entering Unmasked Estep 
Score: -15963702.000000 Penalty: 5850.526855
	Iteration 32Q: 3 clusters Score -1.59637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 132353 members 
Entering Unmasked Estep 
Score: -15963699.000000 Penalty: 5850.526855
	Iteration 33Q: 3 clusters Score -1.59637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 132354 members 
Entering Unmasked Estep 
Score: -15963698.000000 Penalty: 5850.526855
	Iteration 34Q: 3 clusters Score -1.59637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 132355 members 
Entering Unmasked Estep 
Score: -15963715.000000 Penalty: 5850.526855
	Iteration 35Q: 3 clusters Score -1.596372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 132359 members 
Entering Unmasked Estep 
Score: -15963714.000000 Penalty: 5850.526855
	Iteration 36Q: 3 clusters Score -1.596371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 132359 members 
Entering Unmasked Estep 
Score: -15963723.000000 Penalty: 5850.526855
	Iteration 37Q: 3 clusters Score -1.596372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 132360 members 
Entering Unmasked Estep 
Score: -15963723.000000 Penalty: 5850.526855
	Iteration 38Q: 3 clusters Score -1.596372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 132361 members 
Entering Unmasked Estep 
Score: -15963713.000000 Penalty: 5850.526855
	Iteration 39Q: 3 clusters Score -1.596371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 132360 members 
Entering Unmasked Estep 
Score: -15963715.000000 Penalty: 5850.526855
	Iteration 40F: 3 clusters Score -1.596372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Entering Unmasked Estep 
Score: -989881.500000 Penalty: 2237.505859
	Iteration 0F: 2 clusters Score -989881.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -983243.812500 Penalty: 4475.011719
	Iteration 0F: 3 clusters Score -983243.8 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -985087.750000 Penalty: 4475.011719
	Iteration 1F: 3 clusters Score -985087.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -985361.937500 Penalty: 4475.011719
	Iteration 2F: 3 clusters Score -985361.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -985595.062500 Penalty: 4475.011719
	Iteration 3F: 3 clusters Score -985595.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -985785.250000 Penalty: 4475.011719
	Iteration 4Q: 3 clusters Score -985785.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -985941.812500 Penalty: 4475.011719
	Iteration 5Q: 3 clusters Score -985941.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -986087.187500 Penalty: 4475.011719
	Iteration 6Q: 3 clusters Score -986087.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -986235.500000 Penalty: 4475.011719
	Iteration 7Q: 3 clusters Score -986235.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -986386.687500 Penalty: 4475.011719
	Iteration 8Q: 3 clusters Score -986386.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -986557.500000 Penalty: 4475.011719
	Iteration 9Q: 3 clusters Score -986557.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -986711.812500 Penalty: 4475.011719
	Iteration 10Q: 3 clusters Score -986711.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -986846.812500 Penalty: 4475.011719
	Iteration 11Q: 3 clusters Score -986846.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -986957.125000 Penalty: 4475.011719
	Iteration 12Q: 3 clusters Score -986957.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -987039.437500 Penalty: 4475.011719
	Iteration 13Q: 3 clusters Score -987039.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -987126.937500 Penalty: 4475.011719
	Iteration 14Q: 3 clusters Score -987126.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -987210.875000 Penalty: 4475.011719
	Iteration 15Q: 3 clusters Score -987210.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -987289.125000 Penalty: 4475.011719
	Iteration 16Q: 3 clusters Score -987289.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -987367.437500 Penalty: 4475.011719
	Iteration 17Q: 3 clusters Score -987367.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -987443.000000 Penalty: 4475.011719
	Iteration 18Q: 3 clusters Score -987443 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -987503.500000 Penalty: 4475.011719
	Iteration 19Q: 3 clusters Score -987503.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -987560.687500 Penalty: 4475.011719
	Iteration 20F: 3 clusters Score -987560.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -987609.812500 Penalty: 4475.011719
	Iteration 21Q: 3 clusters Score -987609.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -987672.500000 Penalty: 4475.011719
	Iteration 22Q: 3 clusters Score -987672.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -987713.187500 Penalty: 4475.011719
	Iteration 23Q: 3 clusters Score -987713.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -987764.687500 Penalty: 4475.011719
	Iteration 24Q: 3 clusters Score -987764.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -987836.125000 Penalty: 4475.011719
	Iteration 25Q: 3 clusters Score -987836.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -987898.375000 Penalty: 4475.011719
	Iteration 26Q: 3 clusters Score -987898.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -987935.875000 Penalty: 4475.011719
	Iteration 27Q: 3 clusters Score -987935.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -987960.125000 Penalty: 4475.011719
	Iteration 28Q: 3 clusters Score -987960.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -987976.062500 Penalty: 4475.011719
	Iteration 29Q: 3 clusters Score -987976.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -987992.250000 Penalty: 4475.011719
	Iteration 30Q: 3 clusters Score -987992.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -988019.000000 Penalty: 4475.011719
	Iteration 31Q: 3 clusters Score -988019 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -988030.875000 Penalty: 4475.011719
	Iteration 32Q: 3 clusters Score -988030.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -988038.250000 Penalty: 4475.011719
	Iteration 33Q: 3 clusters Score -988038.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -988046.062500 Penalty: 4475.011719
	Iteration 34Q: 3 clusters Score -988046.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -988057.937500 Penalty: 4475.011719
	Iteration 35Q: 3 clusters Score -988057.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -988067.437500 Penalty: 4475.011719
	Iteration 36Q: 3 clusters Score -988067.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -988072.187500 Penalty: 4475.011719
	Iteration 37Q: 3 clusters Score -988072.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -988076.437500 Penalty: 4475.011719
	Iteration 38Q: 3 clusters Score -988076.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -988081.500000 Penalty: 4475.011719
	Iteration 39Q: 3 clusters Score -988081.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -988083.500000 Penalty: 4475.011719
	Iteration 40F: 3 clusters Score -988083.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -988084.750000 Penalty: 4475.011719
	Iteration 41Q: 3 clusters Score -988084.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -988083.687500 Penalty: 4475.011719
	Iteration 42Q: 3 clusters Score -988083.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -988086.375000 Penalty: 4475.011719
	Iteration 43Q: 3 clusters Score -988086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -988085.312500 Penalty: 4475.011719
	Iteration 44Q: 3 clusters Score -988085.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -988085.312500 Penalty: 4475.011719
	Iteration 45Q: 3 clusters Score -988085.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -988086.062500 Penalty: 4475.011719
	Iteration 46Q: 3 clusters Score -988086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -988086.500000 Penalty: 4475.011719
	Iteration 47Q: 3 clusters Score -988086.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -988086.500000 Penalty: 4475.011719
	Iteration 48F: 3 clusters Score -988086.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Entering Unmasked Estep 
Score: -11465205.000000 Penalty: 2845.298340
	Iteration 0F: 2 clusters Score -1.14652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -11401008.000000 Penalty: 5690.596680
	Iteration 0F: 3 clusters Score -1.140101e+07 nChanged 45370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -11426789.000000 Penalty: 5690.596680
	Iteration 1F: 3 clusters Score -1.142679e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -11427615.000000 Penalty: 5690.596680
	Iteration 2Q: 3 clusters Score -1.142762e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -11428713.000000 Penalty: 5690.596680
	Iteration 3Q: 3 clusters Score -1.142871e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -11430497.000000 Penalty: 5690.596680
	Iteration 4Q: 3 clusters Score -1.14305e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -11433466.000000 Penalty: 5690.596680
	Iteration 5F: 3 clusters Score -1.143347e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 68958 members 
Entering Unmasked Estep 
Score: -11438748.000000 Penalty: 5690.596680
	Iteration 6F: 3 clusters Score -1.143875e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 77402 members 
Entering Unmasked Estep 
Score: -11446434.000000 Penalty: 5690.596680
	Iteration 7F: 3 clusters Score -1.144643e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 85298 members 
Entering Unmasked Estep 
Score: -11454212.000000 Penalty: 5690.596680
	Iteration 8F: 3 clusters Score -1.145421e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 90516 members 
Entering Unmasked Estep 
Score: -11459131.000000 Penalty: 5690.596680
	Iteration 9F: 3 clusters Score -1.145913e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -11461226.000000 Penalty: 5690.596680
	Iteration 10Q: 3 clusters Score -1.146123e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 94232 members 
Entering Unmasked Estep 
Score: -11462051.000000 Penalty: 5690.596680
	Iteration 11Q: 3 clusters Score -1.146205e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 94784 members 
Entering Unmasked Estep 
Score: -11462415.000000 Penalty: 5690.596680
	Iteration 12Q: 3 clusters Score -1.146242e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 95062 members 
Entering Unmasked Estep 
Score: -11462606.000000 Penalty: 5690.596680
	Iteration 13Q: 3 clusters Score -1.146261e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 95181 members 
Entering Unmasked Estep 
Score: -11462667.000000 Penalty: 5690.596680
	Iteration 14Q: 3 clusters Score -1.146267e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 95251 members 
Entering Unmasked Estep 
Score: -11462743.000000 Penalty: 5690.596680
	Iteration 15Q: 3 clusters Score -1.146274e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 95308 members 
Entering Unmasked Estep 
Score: -11462809.000000 Penalty: 5690.596680
	Iteration 16Q: 3 clusters Score -1.146281e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 95345 members 
Entering Unmasked Estep 
Score: -11462854.000000 Penalty: 5690.596680
	Iteration 17Q: 3 clusters Score -1.146285e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 95375 members 
Entering Unmasked Estep 
Score: -11462913.000000 Penalty: 5690.596680
	Iteration 18Q: 3 clusters Score -1.146291e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 95401 members 
Entering Unmasked Estep 
Score: -11462924.000000 Penalty: 5690.596680
	Iteration 19Q: 3 clusters Score -1.146292e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 95412 members 
Entering Unmasked Estep 
Score: -11462962.000000 Penalty: 5690.596680
	Iteration 20F: 3 clusters Score -1.146296e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -11462975.000000 Penalty: 5690.596680
	Iteration 21Q: 3 clusters Score -1.146298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 95437 members 
Entering Unmasked Estep 
Score: -11462973.000000 Penalty: 5690.596680
	Iteration 22Q: 3 clusters Score -1.146297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 95440 members 
Entering Unmasked Estep 
Score: -11462972.000000 Penalty: 5690.596680
	Iteration 23Q: 3 clusters Score -1.146297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 95445 members 
Entering Unmasked Estep 
Score: -11462980.000000 Penalty: 5690.596680
	Iteration 24Q: 3 clusters Score -1.146298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -11462996.000000 Penalty: 5690.596680
	Iteration 25Q: 3 clusters Score -1.1463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -11462991.000000 Penalty: 5690.596680
	Iteration 26Q: 3 clusters Score -1.146299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -11462987.000000 Penalty: 5690.596680
	Iteration 27Q: 3 clusters Score -1.146299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -11462994.000000 Penalty: 5690.596680
	Iteration 28Q: 3 clusters Score -1.146299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -11462995.000000 Penalty: 5690.596680
	Iteration 29Q: 3 clusters Score -1.1463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -11462995.000000 Penalty: 5690.596680
	Iteration 30F: 3 clusters Score -1.1463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -343894.625000 Penalty: 1990.409180
	Iteration 0F: 2 clusters Score -343894.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -340641.875000 Penalty: 3980.818359
	Iteration 0F: 3 clusters Score -340641.9 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -341327.125000 Penalty: 3980.818359
	Iteration 1F: 3 clusters Score -341327.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -341487.406250 Penalty: 3980.818359
	Iteration 2F: 3 clusters Score -341487.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -341573.937500 Penalty: 3980.818359
	Iteration 3Q: 3 clusters Score -341573.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -341615.218750 Penalty: 3980.818359
	Iteration 4Q: 3 clusters Score -341615.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -341642.968750 Penalty: 3980.818359
	Iteration 5Q: 3 clusters Score -341643 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -341663.093750 Penalty: 3980.818359
	Iteration 6Q: 3 clusters Score -341663.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -341681.500000 Penalty: 3980.818359
	Iteration 7Q: 3 clusters Score -341681.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -341697.656250 Penalty: 3980.818359
	Iteration 8Q: 3 clusters Score -341697.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -341711.781250 Penalty: 3980.818359
	Iteration 9Q: 3 clusters Score -341711.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -341722.656250 Penalty: 3980.818359
	Iteration 10Q: 3 clusters Score -341722.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -341731.656250 Penalty: 3980.818359
	Iteration 11Q: 3 clusters Score -341731.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -341737.281250 Penalty: 3980.818359
	Iteration 12Q: 3 clusters Score -341737.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -341739.968750 Penalty: 3980.818359
	Iteration 13Q: 3 clusters Score -341740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -341742.031250 Penalty: 3980.818359
	Iteration 14Q: 3 clusters Score -341742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -341743.031250 Penalty: 3980.818359
	Iteration 15Q: 3 clusters Score -341743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -341743.250000 Penalty: 3980.818359
	Iteration 16Q: 3 clusters Score -341743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -341744.406250 Penalty: 3980.818359
	Iteration 17Q: 3 clusters Score -341744.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -341745.093750 Penalty: 3980.818359
	Iteration 18Q: 3 clusters Score -341745.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -341746.125000 Penalty: 3980.818359
	Iteration 19Q: 3 clusters Score -341746.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -341746.531250 Penalty: 3980.818359
	Iteration 20F: 3 clusters Score -341746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -341747.406250 Penalty: 3980.818359
	Iteration 21Q: 3 clusters Score -341747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -341748.406250 Penalty: 3980.818359
	Iteration 22Q: 3 clusters Score -341748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -341749.562500 Penalty: 3980.818359
	Iteration 23Q: 3 clusters Score -341749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -341751.656250 Penalty: 3980.818359
	Iteration 24Q: 3 clusters Score -341751.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -341753.500000 Penalty: 3980.818359
	Iteration 25Q: 3 clusters Score -341753.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -341753.843750 Penalty: 3980.818359
	Iteration 26Q: 3 clusters Score -341753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -341754.718750 Penalty: 3980.818359
	Iteration 27Q: 3 clusters Score -341754.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -341754.718750 Penalty: 3980.818359
	Iteration 28F: 3 clusters Score -341754.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Entering Unmasked Estep 
Score: -657667.375000 Penalty: 2160.886719
	Iteration 0F: 2 clusters Score -657667.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -652482.250000 Penalty: 4321.773438
	Iteration 0F: 3 clusters Score -652482.2 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -653899.937500 Penalty: 4321.773438
	Iteration 1F: 3 clusters Score -653899.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -654268.750000 Penalty: 4321.773438
	Iteration 2F: 3 clusters Score -654268.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -654556.937500 Penalty: 4321.773438
	Iteration 3F: 3 clusters Score -654556.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -654830.375000 Penalty: 4321.773438
	Iteration 4F: 3 clusters Score -654830.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -655081.062500 Penalty: 4321.773438
	Iteration 5F: 3 clusters Score -655081.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -655311.312500 Penalty: 4321.773438
	Iteration 6Q: 3 clusters Score -655311.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -655461.562500 Penalty: 4321.773438
	Iteration 7Q: 3 clusters Score -655461.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -655573.250000 Penalty: 4321.773438
	Iteration 8Q: 3 clusters Score -655573.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -655654.875000 Penalty: 4321.773438
	Iteration 9Q: 3 clusters Score -655654.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -655719.625000 Penalty: 4321.773438
	Iteration 10Q: 3 clusters Score -655719.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -655776.375000 Penalty: 4321.773438
	Iteration 11Q: 3 clusters Score -655776.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -655823.750000 Penalty: 4321.773438
	Iteration 12Q: 3 clusters Score -655823.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -655861.187500 Penalty: 4321.773438
	Iteration 13Q: 3 clusters Score -655861.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -655894.125000 Penalty: 4321.773438
	Iteration 14Q: 3 clusters Score -655894.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -655921.187500 Penalty: 4321.773438
	Iteration 15Q: 3 clusters Score -655921.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -655947.250000 Penalty: 4321.773438
	Iteration 16Q: 3 clusters Score -655947.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -655978.062500 Penalty: 4321.773438
	Iteration 17Q: 3 clusters Score -655978.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -655994.875000 Penalty: 4321.773438
	Iteration 18Q: 3 clusters Score -655994.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -656009.812500 Penalty: 4321.773438
	Iteration 19Q: 3 clusters Score -656009.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -656024.875000 Penalty: 4321.773438
	Iteration 20F: 3 clusters Score -656024.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -656038.000000 Penalty: 4321.773438
	Iteration 21Q: 3 clusters Score -656038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -656050.187500 Penalty: 4321.773438
	Iteration 22Q: 3 clusters Score -656050.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -656060.125000 Penalty: 4321.773438
	Iteration 23Q: 3 clusters Score -656060.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -656068.875000 Penalty: 4321.773438
	Iteration 24Q: 3 clusters Score -656068.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -656079.500000 Penalty: 4321.773438
	Iteration 25Q: 3 clusters Score -656079.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -656083.437500 Penalty: 4321.773438
	Iteration 26Q: 3 clusters Score -656083.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -656088.750000 Penalty: 4321.773438
	Iteration 27Q: 3 clusters Score -656088.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -656092.875000 Penalty: 4321.773438
	Iteration 28Q: 3 clusters Score -656092.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -656095.562500 Penalty: 4321.773438
	Iteration 29Q: 3 clusters Score -656095.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -656098.750000 Penalty: 4321.773438
	Iteration 30Q: 3 clusters Score -656098.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -656103.000000 Penalty: 4321.773438
	Iteration 31Q: 3 clusters Score -656103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -656109.437500 Penalty: 4321.773438
	Iteration 32Q: 3 clusters Score -656109.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -656114.687500 Penalty: 4321.773438
	Iteration 33Q: 3 clusters Score -656114.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -656127.062500 Penalty: 4321.773438
	Iteration 34Q: 3 clusters Score -656127.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -656136.375000 Penalty: 4321.773438
	Iteration 35Q: 3 clusters Score -656136.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -656142.437500 Penalty: 4321.773438
	Iteration 36Q: 3 clusters Score -656142.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -656149.125000 Penalty: 4321.773438
	Iteration 37Q: 3 clusters Score -656149.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -656162.000000 Penalty: 4321.773438
	Iteration 38Q: 3 clusters Score -656162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -656169.250000 Penalty: 4321.773438
	Iteration 39Q: 3 clusters Score -656169.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -656178.500000 Penalty: 4321.773438
	Iteration 40F: 3 clusters Score -656178.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -656189.062500 Penalty: 4321.773438
	Iteration 41Q: 3 clusters Score -656189.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -656198.125000 Penalty: 4321.773438
	Iteration 42Q: 3 clusters Score -656198.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -656204.500000 Penalty: 4321.773438
	Iteration 43Q: 3 clusters Score -656204.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -656209.125000 Penalty: 4321.773438
	Iteration 44Q: 3 clusters Score -656209.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -656216.687500 Penalty: 4321.773438
	Iteration 45Q: 3 clusters Score -656216.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -656223.312500 Penalty: 4321.773438
	Iteration 46Q: 3 clusters Score -656223.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -656226.625000 Penalty: 4321.773438
	Iteration 47Q: 3 clusters Score -656226.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -656228.812500 Penalty: 4321.773438
	Iteration 48Q: 3 clusters Score -656228.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -656227.625000 Penalty: 4321.773438
	Iteration 49Q: 3 clusters Score -656227.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -656230.125000 Penalty: 4321.773438
	Iteration 50Q: 3 clusters Score -656230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -656234.375000 Penalty: 4321.773438
	Iteration 51Q: 3 clusters Score -656234.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -656234.375000 Penalty: 4321.773438
	Iteration 52Q: 3 clusters Score -656234.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -656235.437500 Penalty: 4321.773438
	Iteration 53Q: 3 clusters Score -656235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -656235.062500 Penalty: 4321.773438
	Iteration 54Q: 3 clusters Score -656235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -656235.062500 Penalty: 4321.773438
	Iteration 55F: 3 clusters Score -656235.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Entering Unmasked Estep 
Score: -1282999.750000 Penalty: 2311.093506
	Iteration 0F: 2 clusters Score -1283000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1274528.375000 Penalty: 4622.187012
	Iteration 0F: 3 clusters Score -1274528 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1277130.000000 Penalty: 4622.187012
	Iteration 1F: 3 clusters Score -1277130 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1277476.000000 Penalty: 4622.187012
	Iteration 2F: 3 clusters Score -1277476 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1277756.625000 Penalty: 4622.187012
	Iteration 3F: 3 clusters Score -1277757 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1278054.625000 Penalty: 4622.187012
	Iteration 4F: 3 clusters Score -1278055 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1278326.875000 Penalty: 4622.187012
	Iteration 5Q: 3 clusters Score -1278327 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1278584.875000 Penalty: 4622.187012
	Iteration 6Q: 3 clusters Score -1278585 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1278857.125000 Penalty: 4622.187012
	Iteration 7Q: 3 clusters Score -1278857 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1279140.750000 Penalty: 4622.187012
	Iteration 8Q: 3 clusters Score -1279141 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1279427.875000 Penalty: 4622.187012
	Iteration 9Q: 3 clusters Score -1279428 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1279718.500000 Penalty: 4622.187012
	Iteration 10Q: 3 clusters Score -1279718 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1279986.500000 Penalty: 4622.187012
	Iteration 11Q: 3 clusters Score -1279986 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1280233.125000 Penalty: 4622.187012
	Iteration 12Q: 3 clusters Score -1280233 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1280455.375000 Penalty: 4622.187012
	Iteration 13Q: 3 clusters Score -1280455 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1280650.375000 Penalty: 4622.187012
	Iteration 14Q: 3 clusters Score -1280650 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1280809.750000 Penalty: 4622.187012
	Iteration 15Q: 3 clusters Score -1280810 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1280926.625000 Penalty: 4622.187012
	Iteration 16Q: 3 clusters Score -1280927 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1281028.125000 Penalty: 4622.187012
	Iteration 17Q: 3 clusters Score -1281028 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1281113.875000 Penalty: 4622.187012
	Iteration 18Q: 3 clusters Score -1281114 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1281177.250000 Penalty: 4622.187012
	Iteration 19Q: 3 clusters Score -1281177 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1281247.000000 Penalty: 4622.187012
	Iteration 20F: 3 clusters Score -1281247 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1281298.500000 Penalty: 4622.187012
	Iteration 21Q: 3 clusters Score -1281298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1281333.500000 Penalty: 4622.187012
	Iteration 22Q: 3 clusters Score -1281334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1281358.500000 Penalty: 4622.187012
	Iteration 23Q: 3 clusters Score -1281358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1281371.000000 Penalty: 4622.187012
	Iteration 24Q: 3 clusters Score -1281371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1281390.125000 Penalty: 4622.187012
	Iteration 25Q: 3 clusters Score -1281390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1281397.125000 Penalty: 4622.187012
	Iteration 26Q: 3 clusters Score -1281397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1281406.250000 Penalty: 4622.187012
	Iteration 27Q: 3 clusters Score -1281406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1281408.875000 Penalty: 4622.187012
	Iteration 28Q: 3 clusters Score -1281409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1281414.750000 Penalty: 4622.187012
	Iteration 29Q: 3 clusters Score -1281415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1281415.750000 Penalty: 4622.187012
	Iteration 30Q: 3 clusters Score -1281416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1281418.000000 Penalty: 4622.187012
	Iteration 31Q: 3 clusters Score -1281418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1281420.750000 Penalty: 4622.187012
	Iteration 32Q: 3 clusters Score -1281421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1281425.375000 Penalty: 4622.187012
	Iteration 33Q: 3 clusters Score -1281425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1281428.125000 Penalty: 4622.187012
	Iteration 34Q: 3 clusters Score -1281428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1281428.625000 Penalty: 4622.187012
	Iteration 35Q: 3 clusters Score -1281429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1281426.500000 Penalty: 4622.187012
	Iteration 36Q: 3 clusters Score -1281426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1281428.625000 Penalty: 4622.187012
	Iteration 37Q: 3 clusters Score -1281429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1281430.000000 Penalty: 4622.187012
	Iteration 38Q: 3 clusters Score -1281430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1281430.750000 Penalty: 4622.187012
	Iteration 39Q: 3 clusters Score -1281431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1281431.000000 Penalty: 4622.187012
	Iteration 40F: 3 clusters Score -1281431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Entering Unmasked Estep 
Score: -6036568.000000 Penalty: 2686.782227
	Iteration 0F: 2 clusters Score -6036568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -6002408.000000 Penalty: 5373.564453
	Iteration 0F: 3 clusters Score -6002408 nChanged 23426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -6015480.500000 Penalty: 5373.564453
	Iteration 1F: 3 clusters Score -6015480 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -6015946.500000 Penalty: 5373.564453
	Iteration 2Q: 3 clusters Score -6015946 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -6016405.500000 Penalty: 5373.564453
	Iteration 3Q: 3 clusters Score -6016406 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -6016879.000000 Penalty: 5373.564453
	Iteration 4Q: 3 clusters Score -6016879 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -6017406.500000 Penalty: 5373.564453
	Iteration 5Q: 3 clusters Score -6017406 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -6018001.000000 Penalty: 5373.564453
	Iteration 6Q: 3 clusters Score -6018001 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -6018744.000000 Penalty: 5373.564453
	Iteration 7Q: 3 clusters Score -6018744 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -6019701.000000 Penalty: 5373.564453
	Iteration 8Q: 3 clusters Score -6019701 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -6020803.500000 Penalty: 5373.564453
	Iteration 9Q: 3 clusters Score -6020804 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -6022191.000000 Penalty: 5373.564453
	Iteration 10Q: 3 clusters Score -6022191 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -6023914.500000 Penalty: 5373.564453
	Iteration 11F: 3 clusters Score -6023914 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -6026101.500000 Penalty: 5373.564453
	Iteration 12F: 3 clusters Score -6026102 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -6028276.000000 Penalty: 5373.564453
	Iteration 13F: 3 clusters Score -6028276 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -6030356.000000 Penalty: 5373.564453
	Iteration 14F: 3 clusters Score -6030356 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -6031939.000000 Penalty: 5373.564453
	Iteration 15Q: 3 clusters Score -6031939 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -6032955.000000 Penalty: 5373.564453
	Iteration 16Q: 3 clusters Score -6032955 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -6033501.000000 Penalty: 5373.564453
	Iteration 17Q: 3 clusters Score -6033501 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -6033787.500000 Penalty: 5373.564453
	Iteration 18Q: 3 clusters Score -6033788 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -6033956.000000 Penalty: 5373.564453
	Iteration 19Q: 3 clusters Score -6033956 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -6034062.000000 Penalty: 5373.564453
	Iteration 20F: 3 clusters Score -6034062 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -6034118.500000 Penalty: 5373.564453
	Iteration 21Q: 3 clusters Score -6034118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -6034170.500000 Penalty: 5373.564453
	Iteration 22Q: 3 clusters Score -6034170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -6034189.500000 Penalty: 5373.564453
	Iteration 23Q: 3 clusters Score -6034190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -6034212.500000 Penalty: 5373.564453
	Iteration 24Q: 3 clusters Score -6034212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -6034236.500000 Penalty: 5373.564453
	Iteration 25Q: 3 clusters Score -6034236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -6034256.000000 Penalty: 5373.564453
	Iteration 26Q: 3 clusters Score -6034256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -6034263.500000 Penalty: 5373.564453
	Iteration 27Q: 3 clusters Score -6034264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -6034274.000000 Penalty: 5373.564453
	Iteration 28Q: 3 clusters Score -6034274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -6034279.500000 Penalty: 5373.564453
	Iteration 29Q: 3 clusters Score -6034280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -6034280.500000 Penalty: 5373.564453
	Iteration 30Q: 3 clusters Score -6034280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -6034281.000000 Penalty: 5373.564453
	Iteration 31Q: 3 clusters Score -6034281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6034291.000000 Penalty: 5373.564453
	Iteration 32Q: 3 clusters Score -6034291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6034287.500000 Penalty: 5373.564453
	Iteration 33Q: 3 clusters Score -6034288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -6034290.500000 Penalty: 5373.564453
	Iteration 34Q: 3 clusters Score -6034290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -6034290.500000 Penalty: 5373.564453
	Iteration 35F: 3 clusters Score -6034290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Entering Unmasked Estep 
Score: -906565.250000 Penalty: 2223.877686
	Iteration 0F: 2 clusters Score -906565.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -900286.875000 Penalty: 4447.755371
	Iteration 0F: 3 clusters Score -900286.9 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -901973.500000 Penalty: 4447.755371
	Iteration 1F: 3 clusters Score -901973.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -902232.687500 Penalty: 4447.755371
	Iteration 2F: 3 clusters Score -902232.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -902435.250000 Penalty: 4447.755371
	Iteration 3F: 3 clusters Score -902435.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -902596.875000 Penalty: 4447.755371
	Iteration 4Q: 3 clusters Score -902596.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -902741.062500 Penalty: 4447.755371
	Iteration 5Q: 3 clusters Score -902741.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -902889.437500 Penalty: 4447.755371
	Iteration 6Q: 3 clusters Score -902889.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -903073.875000 Penalty: 4447.755371
	Iteration 7Q: 3 clusters Score -903073.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -903319.437500 Penalty: 4447.755371
	Iteration 8Q: 3 clusters Score -903319.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -903646.562500 Penalty: 4447.755371
	Iteration 9Q: 3 clusters Score -903646.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -904067.000000 Penalty: 4447.755371
	Iteration 10F: 3 clusters Score -904067 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -904371.375000 Penalty: 4447.755371
	Iteration 11Q: 3 clusters Score -904371.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -904568.812500 Penalty: 4447.755371
	Iteration 12Q: 3 clusters Score -904568.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -904708.750000 Penalty: 4447.755371
	Iteration 13Q: 3 clusters Score -904708.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -904804.562500 Penalty: 4447.755371
	Iteration 14Q: 3 clusters Score -904804.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -904877.500000 Penalty: 4447.755371
	Iteration 15Q: 3 clusters Score -904877.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -904939.312500 Penalty: 4447.755371
	Iteration 16Q: 3 clusters Score -904939.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -904992.375000 Penalty: 4447.755371
	Iteration 17Q: 3 clusters Score -904992.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -905037.062500 Penalty: 4447.755371
	Iteration 18Q: 3 clusters Score -905037.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -905076.437500 Penalty: 4447.755371
	Iteration 19Q: 3 clusters Score -905076.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -905117.687500 Penalty: 4447.755371
	Iteration 20F: 3 clusters Score -905117.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -905144.250000 Penalty: 4447.755371
	Iteration 21Q: 3 clusters Score -905144.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -905164.812500 Penalty: 4447.755371
	Iteration 22Q: 3 clusters Score -905164.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -905179.187500 Penalty: 4447.755371
	Iteration 23Q: 3 clusters Score -905179.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -905190.500000 Penalty: 4447.755371
	Iteration 24Q: 3 clusters Score -905190.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -905201.875000 Penalty: 4447.755371
	Iteration 25Q: 3 clusters Score -905201.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -905205.937500 Penalty: 4447.755371
	Iteration 26Q: 3 clusters Score -905205.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -905211.687500 Penalty: 4447.755371
	Iteration 27Q: 3 clusters Score -905211.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -905217.500000 Penalty: 4447.755371
	Iteration 28Q: 3 clusters Score -905217.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -905223.062500 Penalty: 4447.755371
	Iteration 29Q: 3 clusters Score -905223.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -905227.250000 Penalty: 4447.755371
	Iteration 30Q: 3 clusters Score -905227.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -905231.437500 Penalty: 4447.755371
	Iteration 31Q: 3 clusters Score -905231.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -905231.875000 Penalty: 4447.755371
	Iteration 32Q: 3 clusters Score -905231.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -905234.500000 Penalty: 4447.755371
	Iteration 33Q: 3 clusters Score -905234.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -905236.250000 Penalty: 4447.755371
	Iteration 34Q: 3 clusters Score -905236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -905235.875000 Penalty: 4447.755371
	Iteration 35Q: 3 clusters Score -905235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -905234.625000 Penalty: 4447.755371
	Iteration 36Q: 3 clusters Score -905234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -905235.125000 Penalty: 4447.755371
	Iteration 37Q: 3 clusters Score -905235.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -905238.187500 Penalty: 4447.755371
	Iteration 38Q: 3 clusters Score -905238.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -905241.312500 Penalty: 4447.755371
	Iteration 39Q: 3 clusters Score -905241.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -905240.750000 Penalty: 4447.755371
	Iteration 40F: 3 clusters Score -905240.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -905241.500000 Penalty: 4447.755371
	Iteration 41Q: 3 clusters Score -905241.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -905243.812500 Penalty: 4447.755371
	Iteration 42Q: 3 clusters Score -905243.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -905246.000000 Penalty: 4447.755371
	Iteration 43Q: 3 clusters Score -905246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -905248.125000 Penalty: 4447.755371
	Iteration 44Q: 3 clusters Score -905248.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -905251.375000 Penalty: 4447.755371
	Iteration 45Q: 3 clusters Score -905251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -905251.375000 Penalty: 4447.755371
	Iteration 46Q: 3 clusters Score -905251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -905250.250000 Penalty: 4447.755371
	Iteration 47Q: 3 clusters Score -905250.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -905251.375000 Penalty: 4447.755371
	Iteration 48Q: 3 clusters Score -905251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -905253.875000 Penalty: 4447.755371
	Iteration 49Q: 3 clusters Score -905253.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -905254.812500 Penalty: 4447.755371
	Iteration 50Q: 3 clusters Score -905254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -905254.812500 Penalty: 4447.755371
	Iteration 51Q: 3 clusters Score -905254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -905254.125000 Penalty: 4447.755371
	Iteration 52Q: 3 clusters Score -905254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -905254.125000 Penalty: 4447.755371
	Iteration 53F: 3 clusters Score -905254.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Entering Unmasked Estep 
Score: -1073592.000000 Penalty: 2260.339111
	Iteration 0F: 2 clusters Score -1073592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1066521.000000 Penalty: 4520.678223
	Iteration 0F: 3 clusters Score -1066521 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1068488.500000 Penalty: 4520.678223
	Iteration 1F: 3 clusters Score -1068488 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1068771.625000 Penalty: 4520.678223
	Iteration 2F: 3 clusters Score -1068772 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1068947.875000 Penalty: 4520.678223
	Iteration 3Q: 3 clusters Score -1068948 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1069055.875000 Penalty: 4520.678223
	Iteration 4Q: 3 clusters Score -1069056 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1069140.375000 Penalty: 4520.678223
	Iteration 5Q: 3 clusters Score -1069140 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1069231.250000 Penalty: 4520.678223
	Iteration 6Q: 3 clusters Score -1069231 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1069328.750000 Penalty: 4520.678223
	Iteration 7Q: 3 clusters Score -1069329 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1069434.125000 Penalty: 4520.678223
	Iteration 8Q: 3 clusters Score -1069434 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1069568.375000 Penalty: 4520.678223
	Iteration 9Q: 3 clusters Score -1069568 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1069712.375000 Penalty: 4520.678223
	Iteration 10Q: 3 clusters Score -1069712 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1069886.750000 Penalty: 4520.678223
	Iteration 11Q: 3 clusters Score -1069887 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1070077.125000 Penalty: 4520.678223
	Iteration 12Q: 3 clusters Score -1070077 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1070301.500000 Penalty: 4520.678223
	Iteration 13Q: 3 clusters Score -1070302 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1070527.875000 Penalty: 4520.678223
	Iteration 14Q: 3 clusters Score -1070528 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1070776.250000 Penalty: 4520.678223
	Iteration 15Q: 3 clusters Score -1070776 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1071029.875000 Penalty: 4520.678223
	Iteration 16Q: 3 clusters Score -1071030 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1071221.500000 Penalty: 4520.678223
	Iteration 17Q: 3 clusters Score -1071222 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1071353.875000 Penalty: 4520.678223
	Iteration 18Q: 3 clusters Score -1071354 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1071436.500000 Penalty: 4520.678223
	Iteration 19Q: 3 clusters Score -1071436 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1071487.875000 Penalty: 4520.678223
	Iteration 20F: 3 clusters Score -1071488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1071527.500000 Penalty: 4520.678223
	Iteration 21Q: 3 clusters Score -1071528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1071571.625000 Penalty: 4520.678223
	Iteration 22Q: 3 clusters Score -1071572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1071607.000000 Penalty: 4520.678223
	Iteration 23Q: 3 clusters Score -1071607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1071625.625000 Penalty: 4520.678223
	Iteration 24Q: 3 clusters Score -1071626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1071645.750000 Penalty: 4520.678223
	Iteration 25Q: 3 clusters Score -1071646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1071662.375000 Penalty: 4520.678223
	Iteration 26Q: 3 clusters Score -1071662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1071679.875000 Penalty: 4520.678223
	Iteration 27Q: 3 clusters Score -1071680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1071685.000000 Penalty: 4520.678223
	Iteration 28Q: 3 clusters Score -1071685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1071689.375000 Penalty: 4520.678223
	Iteration 29Q: 3 clusters Score -1071689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1071693.750000 Penalty: 4520.678223
	Iteration 30Q: 3 clusters Score -1071694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1071698.125000 Penalty: 4520.678223
	Iteration 31Q: 3 clusters Score -1071698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1071703.250000 Penalty: 4520.678223
	Iteration 32Q: 3 clusters Score -1071703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1071705.000000 Penalty: 4520.678223
	Iteration 33Q: 3 clusters Score -1071705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1071706.000000 Penalty: 4520.678223
	Iteration 34Q: 3 clusters Score -1071706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1071706.000000 Penalty: 4520.678223
	Iteration 35Q: 3 clusters Score -1071706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1071706.000000 Penalty: 4520.678223
	Iteration 36F: 3 clusters Score -1071706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Entering Unmasked Estep 
Score: -3999141.250000 Penalty: 2584.969238
	Iteration 0F: 2 clusters Score -3999141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3976159.500000 Penalty: 5169.938477
	Iteration 0F: 3 clusters Score -3976160 nChanged 15251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3984827.750000 Penalty: 5169.938477
	Iteration 1F: 3 clusters Score -3984828 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3985406.750000 Penalty: 5169.938477
	Iteration 2Q: 3 clusters Score -3985407 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3985970.250000 Penalty: 5169.938477
	Iteration 3Q: 3 clusters Score -3985970 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3986659.000000 Penalty: 5169.938477
	Iteration 4Q: 3 clusters Score -3986659 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3987660.750000 Penalty: 5169.938477
	Iteration 5F: 3 clusters Score -3987661 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3989115.250000 Penalty: 5169.938477
	Iteration 6F: 3 clusters Score -3989115 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -3991007.250000 Penalty: 5169.938477
	Iteration 7F: 3 clusters Score -3991007 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3992969.250000 Penalty: 5169.938477
	Iteration 8F: 3 clusters Score -3992969 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3994499.000000 Penalty: 5169.938477
	Iteration 9F: 3 clusters Score -3994499 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3995538.000000 Penalty: 5169.938477
	Iteration 10Q: 3 clusters Score -3995538 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3996099.250000 Penalty: 5169.938477
	Iteration 11Q: 3 clusters Score -3996099 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3996387.500000 Penalty: 5169.938477
	Iteration 12Q: 3 clusters Score -3996388 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3996535.250000 Penalty: 5169.938477
	Iteration 13Q: 3 clusters Score -3996535 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3996652.250000 Penalty: 5169.938477
	Iteration 14Q: 3 clusters Score -3996652 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3996723.250000 Penalty: 5169.938477
	Iteration 15Q: 3 clusters Score -3996723 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3996758.500000 Penalty: 5169.938477
	Iteration 16Q: 3 clusters Score -3996758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3996807.500000 Penalty: 5169.938477
	Iteration 17Q: 3 clusters Score -3996808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3996837.000000 Penalty: 5169.938477
	Iteration 18Q: 3 clusters Score -3996837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3996857.750000 Penalty: 5169.938477
	Iteration 19Q: 3 clusters Score -3996858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3996876.000000 Penalty: 5169.938477
	Iteration 20F: 3 clusters Score -3996876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3996889.000000 Penalty: 5169.938477
	Iteration 21Q: 3 clusters Score -3996889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3996899.000000 Penalty: 5169.938477
	Iteration 22Q: 3 clusters Score -3996899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3996905.750000 Penalty: 5169.938477
	Iteration 23Q: 3 clusters Score -3996906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3996914.250000 Penalty: 5169.938477
	Iteration 24Q: 3 clusters Score -3996914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3996918.500000 Penalty: 5169.938477
	Iteration 25Q: 3 clusters Score -3996918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3996923.750000 Penalty: 5169.938477
	Iteration 26Q: 3 clusters Score -3996924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3996924.750000 Penalty: 5169.938477
	Iteration 27Q: 3 clusters Score -3996925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3996924.500000 Penalty: 5169.938477
	Iteration 28Q: 3 clusters Score -3996924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3996924.250000 Penalty: 5169.938477
	Iteration 29Q: 3 clusters Score -3996924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3996924.250000 Penalty: 5169.938477
	Iteration 30F: 3 clusters Score -3996924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Entering Unmasked Estep 
Score: -4707615.000000 Penalty: 2624.670166
	Iteration 0F: 2 clusters Score -4707615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -4680866.000000 Penalty: 5249.340332
	Iteration 0F: 3 clusters Score -4680866 nChanged 18003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -4690711.500000 Penalty: 5249.340332
	Iteration 1F: 3 clusters Score -4690712 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -4691195.500000 Penalty: 5249.340332
	Iteration 2Q: 3 clusters Score -4691196 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -4691586.000000 Penalty: 5249.340332
	Iteration 3Q: 3 clusters Score -4691586 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -4691936.500000 Penalty: 5249.340332
	Iteration 4Q: 3 clusters Score -4691936 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -4692269.500000 Penalty: 5249.340332
	Iteration 5Q: 3 clusters Score -4692270 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4692614.000000 Penalty: 5249.340332
	Iteration 6Q: 3 clusters Score -4692614 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4693034.500000 Penalty: 5249.340332
	Iteration 7Q: 3 clusters Score -4693034 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4693544.000000 Penalty: 5249.340332
	Iteration 8Q: 3 clusters Score -4693544 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4694225.000000 Penalty: 5249.340332
	Iteration 9Q: 3 clusters Score -4694225 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4695230.500000 Penalty: 5249.340332
	Iteration 10Q: 3 clusters Score -4695230 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -4696697.000000 Penalty: 5249.340332
	Iteration 11F: 3 clusters Score -4696697 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4698423.000000 Penalty: 5249.340332
	Iteration 12F: 3 clusters Score -4698423 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -4699863.500000 Penalty: 5249.340332
	Iteration 13F: 3 clusters Score -4699864 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -4700630.000000 Penalty: 5249.340332
	Iteration 14Q: 3 clusters Score -4700630 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -4701005.500000 Penalty: 5249.340332
	Iteration 15Q: 3 clusters Score -4701006 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4701288.500000 Penalty: 5249.340332
	Iteration 16Q: 3 clusters Score -4701288 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -4701495.500000 Penalty: 5249.340332
	Iteration 17Q: 3 clusters Score -4701496 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -4701670.000000 Penalty: 5249.340332
	Iteration 18Q: 3 clusters Score -4701670 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -4701850.000000 Penalty: 5249.340332
	Iteration 19Q: 3 clusters Score -4701850 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4702046.500000 Penalty: 5249.340332
	Iteration 20F: 3 clusters Score -4702046 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -4702200.000000 Penalty: 5249.340332
	Iteration 21Q: 3 clusters Score -4702200 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -4702300.500000 Penalty: 5249.340332
	Iteration 22Q: 3 clusters Score -4702300 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -4702360.500000 Penalty: 5249.340332
	Iteration 23Q: 3 clusters Score -4702360 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -4702457.500000 Penalty: 5249.340332
	Iteration 24Q: 3 clusters Score -4702458 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -4702545.500000 Penalty: 5249.340332
	Iteration 25Q: 3 clusters Score -4702546 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -4702645.500000 Penalty: 5249.340332
	Iteration 26Q: 3 clusters Score -4702646 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -4702730.000000 Penalty: 5249.340332
	Iteration 27Q: 3 clusters Score -4702730 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -4702791.500000 Penalty: 5249.340332
	Iteration 28Q: 3 clusters Score -4702792 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -4702892.000000 Penalty: 5249.340332
	Iteration 29Q: 3 clusters Score -4702892 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -4702972.500000 Penalty: 5249.340332
	Iteration 30Q: 3 clusters Score -4702972 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -4703017.500000 Penalty: 5249.340332
	Iteration 31Q: 3 clusters Score -4703018 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -4703068.000000 Penalty: 5249.340332
	Iteration 32Q: 3 clusters Score -4703068 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -4703108.500000 Penalty: 5249.340332
	Iteration 33Q: 3 clusters Score -4703108 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -4703152.000000 Penalty: 5249.340332
	Iteration 34Q: 3 clusters Score -4703152 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -4703178.500000 Penalty: 5249.340332
	Iteration 35Q: 3 clusters Score -4703178 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -4703215.000000 Penalty: 5249.340332
	Iteration 36Q: 3 clusters Score -4703215 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -4703241.000000 Penalty: 5249.340332
	Iteration 37Q: 3 clusters Score -4703241 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -4703271.500000 Penalty: 5249.340332
	Iteration 38Q: 3 clusters Score -4703272 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4703303.500000 Penalty: 5249.340332
	Iteration 39Q: 3 clusters Score -4703304 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -4703348.000000 Penalty: 5249.340332
	Iteration 40F: 3 clusters Score -4703348 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -4703398.000000 Penalty: 5249.340332
	Iteration 41Q: 3 clusters Score -4703398 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -4703414.500000 Penalty: 5249.340332
	Iteration 42Q: 3 clusters Score -4703414 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -4703452.000000 Penalty: 5249.340332
	Iteration 43Q: 3 clusters Score -4703452 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -4703512.500000 Penalty: 5249.340332
	Iteration 44Q: 3 clusters Score -4703512 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -4703570.500000 Penalty: 5249.340332
	Iteration 45Q: 3 clusters Score -4703570 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -4703623.500000 Penalty: 5249.340332
	Iteration 46Q: 3 clusters Score -4703624 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -4703651.000000 Penalty: 5249.340332
	Iteration 47Q: 3 clusters Score -4703651 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -4703693.500000 Penalty: 5249.340332
	Iteration 48Q: 3 clusters Score -4703694 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -4703745.000000 Penalty: 5249.340332
	Iteration 49Q: 3 clusters Score -4703745 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -4703794.000000 Penalty: 5249.340332
	Iteration 50Q: 3 clusters Score -4703794 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -4703851.000000 Penalty: 5249.340332
	Iteration 51Q: 3 clusters Score -4703851 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -4703881.000000 Penalty: 5249.340332
	Iteration 52Q: 3 clusters Score -4703881 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -4703956.500000 Penalty: 5249.340332
	Iteration 53Q: 3 clusters Score -4703956 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -4703994.500000 Penalty: 5249.340332
	Iteration 54Q: 3 clusters Score -4703994 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -4704036.500000 Penalty: 5249.340332
	Iteration 55Q: 3 clusters Score -4704036 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -4704083.000000 Penalty: 5249.340332
	Iteration 56Q: 3 clusters Score -4704083 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -4704128.000000 Penalty: 5249.340332
	Iteration 57Q: 3 clusters Score -4704128 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4704176.000000 Penalty: 5249.340332
	Iteration 58Q: 3 clusters Score -4704176 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -4704243.000000 Penalty: 5249.340332
	Iteration 59Q: 3 clusters Score -4704243 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4704318.500000 Penalty: 5249.340332
	Iteration 60F: 3 clusters Score -4704318 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4704399.000000 Penalty: 5249.340332
	Iteration 61Q: 3 clusters Score -4704399 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -4704462.000000 Penalty: 5249.340332
	Iteration 62Q: 3 clusters Score -4704462 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -4704540.000000 Penalty: 5249.340332
	Iteration 63Q: 3 clusters Score -4704540 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -4704613.500000 Penalty: 5249.340332
	Iteration 64Q: 3 clusters Score -4704614 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4704692.500000 Penalty: 5249.340332
	Iteration 65Q: 3 clusters Score -4704692 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -4704730.000000 Penalty: 5249.340332
	Iteration 66Q: 3 clusters Score -4704730 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4704782.500000 Penalty: 5249.340332
	Iteration 67Q: 3 clusters Score -4704782 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4704812.000000 Penalty: 5249.340332
	Iteration 68Q: 3 clusters Score -4704812 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4704856.500000 Penalty: 5249.340332
	Iteration 69Q: 3 clusters Score -4704856 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4704908.000000 Penalty: 5249.340332
	Iteration 70Q: 3 clusters Score -4704908 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4704944.000000 Penalty: 5249.340332
	Iteration 71Q: 3 clusters Score -4704944 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4704979.000000 Penalty: 5249.340332
	Iteration 72Q: 3 clusters Score -4704979 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4705002.500000 Penalty: 5249.340332
	Iteration 73Q: 3 clusters Score -4705002 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4705030.000000 Penalty: 5249.340332
	Iteration 74Q: 3 clusters Score -4705030 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4705047.500000 Penalty: 5249.340332
	Iteration 75Q: 3 clusters Score -4705048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4705085.500000 Penalty: 5249.340332
	Iteration 76Q: 3 clusters Score -4705086 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4705116.000000 Penalty: 5249.340332
	Iteration 77Q: 3 clusters Score -4705116 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4705121.500000 Penalty: 5249.340332
	Iteration 78Q: 3 clusters Score -4705122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4705151.500000 Penalty: 5249.340332
	Iteration 79Q: 3 clusters Score -4705152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4705183.000000 Penalty: 5249.340332
	Iteration 80F: 3 clusters Score -4705183 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4705204.000000 Penalty: 5249.340332
	Iteration 81Q: 3 clusters Score -4705204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4705216.000000 Penalty: 5249.340332
	Iteration 82Q: 3 clusters Score -4705216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4705235.500000 Penalty: 5249.340332
	Iteration 83Q: 3 clusters Score -4705236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4705242.000000 Penalty: 5249.340332
	Iteration 84Q: 3 clusters Score -4705242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4705265.000000 Penalty: 5249.340332
	Iteration 85Q: 3 clusters Score -4705265 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4705282.500000 Penalty: 5249.340332
	Iteration 86Q: 3 clusters Score -4705282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4705317.000000 Penalty: 5249.340332
	Iteration 87Q: 3 clusters Score -4705317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4705314.000000 Penalty: 5249.340332
	Iteration 88Q: 3 clusters Score -4705314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4705320.500000 Penalty: 5249.340332
	Iteration 89Q: 3 clusters Score -4705320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4705324.500000 Penalty: 5249.340332
	Iteration 90Q: 3 clusters Score -4705324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4705338.500000 Penalty: 5249.340332
	Iteration 91Q: 3 clusters Score -4705338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4705347.500000 Penalty: 5249.340332
	Iteration 92Q: 3 clusters Score -4705348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4705351.000000 Penalty: 5249.340332
	Iteration 93Q: 3 clusters Score -4705351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4705360.500000 Penalty: 5249.340332
	Iteration 94Q: 3 clusters Score -4705360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4705357.000000 Penalty: 5249.340332
	Iteration 95Q: 3 clusters Score -4705357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4705356.000000 Penalty: 5249.340332
	Iteration 96Q: 3 clusters Score -4705356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4705355.500000 Penalty: 5249.340332
	Iteration 97Q: 3 clusters Score -4705356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4705355.500000 Penalty: 5249.340332
	Iteration 98F: 3 clusters Score -4705356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -554947.250000 Penalty: 2116.005127
	Iteration 0F: 2 clusters Score -554947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -550407.125000 Penalty: 4232.010254
	Iteration 0F: 3 clusters Score -550407.1 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -551627.875000 Penalty: 4232.010254
	Iteration 1F: 3 clusters Score -551627.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -552053.062500 Penalty: 4232.010254
	Iteration 2F: 3 clusters Score -552053.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -552448.687500 Penalty: 4232.010254
	Iteration 3F: 3 clusters Score -552448.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -552830.000000 Penalty: 4232.010254
	Iteration 4F: 3 clusters Score -552830 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -553134.625000 Penalty: 4232.010254
	Iteration 5F: 3 clusters Score -553134.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -553322.875000 Penalty: 4232.010254
	Iteration 6Q: 3 clusters Score -553322.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -553449.937500 Penalty: 4232.010254
	Iteration 7Q: 3 clusters Score -553449.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -553549.250000 Penalty: 4232.010254
	Iteration 8Q: 3 clusters Score -553549.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -553635.375000 Penalty: 4232.010254
	Iteration 9Q: 3 clusters Score -553635.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -553712.375000 Penalty: 4232.010254
	Iteration 10Q: 3 clusters Score -553712.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -553776.500000 Penalty: 4232.010254
	Iteration 11Q: 3 clusters Score -553776.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -553826.312500 Penalty: 4232.010254
	Iteration 12Q: 3 clusters Score -553826.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -553859.750000 Penalty: 4232.010254
	Iteration 13Q: 3 clusters Score -553859.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -553880.187500 Penalty: 4232.010254
	Iteration 14Q: 3 clusters Score -553880.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -553891.562500 Penalty: 4232.010254
	Iteration 15Q: 3 clusters Score -553891.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -553897.312500 Penalty: 4232.010254
	Iteration 16Q: 3 clusters Score -553897.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -553901.000000 Penalty: 4232.010254
	Iteration 17Q: 3 clusters Score -553901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -553901.437500 Penalty: 4232.010254
	Iteration 18Q: 3 clusters Score -553901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -553902.062500 Penalty: 4232.010254
	Iteration 19Q: 3 clusters Score -553902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -553902.625000 Penalty: 4232.010254
	Iteration 20F: 3 clusters Score -553902.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -553902.375000 Penalty: 4232.010254
	Iteration 21Q: 3 clusters Score -553902.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -553903.875000 Penalty: 4232.010254
	Iteration 22Q: 3 clusters Score -553903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -553903.750000 Penalty: 4232.010254
	Iteration 23Q: 3 clusters Score -553903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -553903.875000 Penalty: 4232.010254
	Iteration 24Q: 3 clusters Score -553903.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -553904.812500 Penalty: 4232.010254
	Iteration 25Q: 3 clusters Score -553904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -553905.437500 Penalty: 4232.010254
	Iteration 26Q: 3 clusters Score -553905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -553905.500000 Penalty: 4232.010254
	Iteration 27Q: 3 clusters Score -553905.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -553905.500000 Penalty: 4232.010254
	Iteration 28F: 3 clusters Score -553905.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Entering Unmasked Estep 
Score: -418420.437500 Penalty: 2046.671265
	Iteration 0F: 2 clusters Score -418420.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -414600.468750 Penalty: 4093.342529
	Iteration 0F: 3 clusters Score -414600.5 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -415537.031250 Penalty: 4093.342529
	Iteration 1F: 3 clusters Score -415537 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -415786.718750 Penalty: 4093.342529
	Iteration 2F: 3 clusters Score -415786.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -415965.875000 Penalty: 4093.342529
	Iteration 3F: 3 clusters Score -415965.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -416090.093750 Penalty: 4093.342529
	Iteration 4Q: 3 clusters Score -416090.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -416204.718750 Penalty: 4093.342529
	Iteration 5Q: 3 clusters Score -416204.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -416322.250000 Penalty: 4093.342529
	Iteration 6Q: 3 clusters Score -416322.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -416435.781250 Penalty: 4093.342529
	Iteration 7Q: 3 clusters Score -416435.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -416538.875000 Penalty: 4093.342529
	Iteration 8Q: 3 clusters Score -416538.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -416652.218750 Penalty: 4093.342529
	Iteration 9Q: 3 clusters Score -416652.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -416761.406250 Penalty: 4093.342529
	Iteration 10Q: 3 clusters Score -416761.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -416837.031250 Penalty: 4093.342529
	Iteration 11Q: 3 clusters Score -416837 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -416909.281250 Penalty: 4093.342529
	Iteration 12Q: 3 clusters Score -416909.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -416963.031250 Penalty: 4093.342529
	Iteration 13Q: 3 clusters Score -416963 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -417008.718750 Penalty: 4093.342529
	Iteration 14Q: 3 clusters Score -417008.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -417045.031250 Penalty: 4093.342529
	Iteration 15Q: 3 clusters Score -417045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -417074.218750 Penalty: 4093.342529
	Iteration 16Q: 3 clusters Score -417074.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -417101.625000 Penalty: 4093.342529
	Iteration 17Q: 3 clusters Score -417101.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -417122.125000 Penalty: 4093.342529
	Iteration 18Q: 3 clusters Score -417122.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -417140.906250 Penalty: 4093.342529
	Iteration 19Q: 3 clusters Score -417140.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -417154.500000 Penalty: 4093.342529
	Iteration 20F: 3 clusters Score -417154.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -417166.500000 Penalty: 4093.342529
	Iteration 21Q: 3 clusters Score -417166.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -417175.531250 Penalty: 4093.342529
	Iteration 22Q: 3 clusters Score -417175.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -417188.500000 Penalty: 4093.342529
	Iteration 23Q: 3 clusters Score -417188.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -417197.781250 Penalty: 4093.342529
	Iteration 24Q: 3 clusters Score -417197.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -417202.031250 Penalty: 4093.342529
	Iteration 25Q: 3 clusters Score -417202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -417204.281250 Penalty: 4093.342529
	Iteration 26Q: 3 clusters Score -417204.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -417206.937500 Penalty: 4093.342529
	Iteration 27Q: 3 clusters Score -417206.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -417210.437500 Penalty: 4093.342529
	Iteration 28Q: 3 clusters Score -417210.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -417216.843750 Penalty: 4093.342529
	Iteration 29Q: 3 clusters Score -417216.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -417223.968750 Penalty: 4093.342529
	Iteration 30Q: 3 clusters Score -417224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -417232.343750 Penalty: 4093.342529
	Iteration 31Q: 3 clusters Score -417232.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -417241.656250 Penalty: 4093.342529
	Iteration 32Q: 3 clusters Score -417241.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -417254.437500 Penalty: 4093.342529
	Iteration 33Q: 3 clusters Score -417254.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -417268.531250 Penalty: 4093.342529
	Iteration 34Q: 3 clusters Score -417268.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -417275.625000 Penalty: 4093.342529
	Iteration 35Q: 3 clusters Score -417275.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -417281.718750 Penalty: 4093.342529
	Iteration 36Q: 3 clusters Score -417281.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -417283.625000 Penalty: 4093.342529
	Iteration 37Q: 3 clusters Score -417283.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -417287.843750 Penalty: 4093.342529
	Iteration 38Q: 3 clusters Score -417287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -417289.562500 Penalty: 4093.342529
	Iteration 39Q: 3 clusters Score -417289.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -417292.375000 Penalty: 4093.342529
	Iteration 40F: 3 clusters Score -417292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -417293.218750 Penalty: 4093.342529
	Iteration 41Q: 3 clusters Score -417293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -417295.187500 Penalty: 4093.342529
	Iteration 42Q: 3 clusters Score -417295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -417295.468750 Penalty: 4093.342529
	Iteration 43Q: 3 clusters Score -417295.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -417295.937500 Penalty: 4093.342529
	Iteration 44Q: 3 clusters Score -417295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -417297.031250 Penalty: 4093.342529
	Iteration 45Q: 3 clusters Score -417297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -417298.437500 Penalty: 4093.342529
	Iteration 46Q: 3 clusters Score -417298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -417299.343750 Penalty: 4093.342529
	Iteration 47Q: 3 clusters Score -417299.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -417299.781250 Penalty: 4093.342529
	Iteration 48Q: 3 clusters Score -417299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -417301.031250 Penalty: 4093.342529
	Iteration 49Q: 3 clusters Score -417301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -417302.125000 Penalty: 4093.342529
	Iteration 50Q: 3 clusters Score -417302.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -417302.593750 Penalty: 4093.342529
	Iteration 51Q: 3 clusters Score -417302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -417302.593750 Penalty: 4093.342529
	Iteration 52F: 3 clusters Score -417302.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Entering Unmasked Estep 
Score: -737261.625000 Penalty: 2161.538330
	Iteration 0F: 2 clusters Score -737261.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -732037.312500 Penalty: 4323.076660
	Iteration 0F: 3 clusters Score -732037.3 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -733315.250000 Penalty: 4323.076660
	Iteration 1F: 3 clusters Score -733315.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -733551.312500 Penalty: 4323.076660
	Iteration 2F: 3 clusters Score -733551.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -733700.750000 Penalty: 4323.076660
	Iteration 3F: 3 clusters Score -733700.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -733796.875000 Penalty: 4323.076660
	Iteration 4Q: 3 clusters Score -733796.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -733859.312500 Penalty: 4323.076660
	Iteration 5Q: 3 clusters Score -733859.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -733909.250000 Penalty: 4323.076660
	Iteration 6Q: 3 clusters Score -733909.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -733945.437500 Penalty: 4323.076660
	Iteration 7Q: 3 clusters Score -733945.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -733977.500000 Penalty: 4323.076660
	Iteration 8Q: 3 clusters Score -733977.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -734005.875000 Penalty: 4323.076660
	Iteration 9Q: 3 clusters Score -734005.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -734031.562500 Penalty: 4323.076660
	Iteration 10Q: 3 clusters Score -734031.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -734058.750000 Penalty: 4323.076660
	Iteration 11Q: 3 clusters Score -734058.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -734080.437500 Penalty: 4323.076660
	Iteration 12Q: 3 clusters Score -734080.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -734102.062500 Penalty: 4323.076660
	Iteration 13Q: 3 clusters Score -734102.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -734127.312500 Penalty: 4323.076660
	Iteration 14Q: 3 clusters Score -734127.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -734162.937500 Penalty: 4323.076660
	Iteration 15Q: 3 clusters Score -734162.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -734205.125000 Penalty: 4323.076660
	Iteration 16Q: 3 clusters Score -734205.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -734259.312500 Penalty: 4323.076660
	Iteration 17Q: 3 clusters Score -734259.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -734312.750000 Penalty: 4323.076660
	Iteration 18Q: 3 clusters Score -734312.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -734374.250000 Penalty: 4323.076660
	Iteration 19Q: 3 clusters Score -734374.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -734442.625000 Penalty: 4323.076660
	Iteration 20F: 3 clusters Score -734442.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -734511.562500 Penalty: 4323.076660
	Iteration 21Q: 3 clusters Score -734511.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -734592.687500 Penalty: 4323.076660
	Iteration 22Q: 3 clusters Score -734592.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -734689.937500 Penalty: 4323.076660
	Iteration 23Q: 3 clusters Score -734689.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -734806.687500 Penalty: 4323.076660
	Iteration 24Q: 3 clusters Score -734806.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -734895.812500 Penalty: 4323.076660
	Iteration 25Q: 3 clusters Score -734895.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -734962.625000 Penalty: 4323.076660
	Iteration 26Q: 3 clusters Score -734962.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -735041.812500 Penalty: 4323.076660
	Iteration 27Q: 3 clusters Score -735041.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -735139.562500 Penalty: 4323.076660
	Iteration 28Q: 3 clusters Score -735139.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -735221.062500 Penalty: 4323.076660
	Iteration 29Q: 3 clusters Score -735221.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -735284.875000 Penalty: 4323.076660
	Iteration 30Q: 3 clusters Score -735284.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -735340.062500 Penalty: 4323.076660
	Iteration 31Q: 3 clusters Score -735340.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -735378.562500 Penalty: 4323.076660
	Iteration 32Q: 3 clusters Score -735378.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -735415.062500 Penalty: 4323.076660
	Iteration 33Q: 3 clusters Score -735415.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -735445.812500 Penalty: 4323.076660
	Iteration 34Q: 3 clusters Score -735445.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -735462.500000 Penalty: 4323.076660
	Iteration 35Q: 3 clusters Score -735462.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -735475.437500 Penalty: 4323.076660
	Iteration 36Q: 3 clusters Score -735475.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -735486.687500 Penalty: 4323.076660
	Iteration 37Q: 3 clusters Score -735486.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -735494.812500 Penalty: 4323.076660
	Iteration 38Q: 3 clusters Score -735494.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -735502.687500 Penalty: 4323.076660
	Iteration 39Q: 3 clusters Score -735502.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -735508.562500 Penalty: 4323.076660
	Iteration 40F: 3 clusters Score -735508.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -735514.375000 Penalty: 4323.076660
	Iteration 41Q: 3 clusters Score -735514.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -735517.125000 Penalty: 4323.076660
	Iteration 42Q: 3 clusters Score -735517.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -735520.625000 Penalty: 4323.076660
	Iteration 43Q: 3 clusters Score -735520.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -735522.375000 Penalty: 4323.076660
	Iteration 44Q: 3 clusters Score -735522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -735530.312500 Penalty: 4323.076660
	Iteration 45Q: 3 clusters Score -735530.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -735536.437500 Penalty: 4323.076660
	Iteration 46Q: 3 clusters Score -735536.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -735546.687500 Penalty: 4323.076660
	Iteration 47Q: 3 clusters Score -735546.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -735548.687500 Penalty: 4323.076660
	Iteration 48Q: 3 clusters Score -735548.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -735552.687500 Penalty: 4323.076660
	Iteration 49Q: 3 clusters Score -735552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -735554.500000 Penalty: 4323.076660
	Iteration 50Q: 3 clusters Score -735554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -735555.812500 Penalty: 4323.076660
	Iteration 51Q: 3 clusters Score -735555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -735556.062500 Penalty: 4323.076660
	Iteration 52Q: 3 clusters Score -735556.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -735556.062500 Penalty: 4323.076660
	Iteration 53F: 3 clusters Score -735556.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (176774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176774 members 
Entering Unmasked Estep 
Score: -21127364.000000 Penalty: 2996.491455
	Iteration 0F: 2 clusters Score -2.112736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -21016012.000000 Penalty: 5992.982910
	Iteration 0F: 3 clusters Score -2.101601e+07 nChanged 84893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -21065366.000000 Penalty: 5992.982910
	Iteration 1F: 3 clusters Score -2.106537e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 80960 members 
Entering Unmasked Estep 
Score: -21066698.000000 Penalty: 5992.982910
	Iteration 2Q: 3 clusters Score -2.10667e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100283 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -21068712.000000 Penalty: 5992.982910
	Iteration 3Q: 3 clusters Score -2.106871e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107197 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -21072198.000000 Penalty: 5992.982910
	Iteration 4Q: 3 clusters Score -2.10722e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117292 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -21078208.000000 Penalty: 5992.982910
	Iteration 5F: 3 clusters Score -2.107821e+07 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130874 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -21088534.000000 Penalty: 5992.982910
	Iteration 6F: 3 clusters Score -2.108853e+07 nChanged 15796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146502 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -21102712.000000 Penalty: 5992.982910
	Iteration 7F: 3 clusters Score -2.110271e+07 nChanged 14347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160809 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -21114850.000000 Penalty: 5992.982910
	Iteration 8F: 3 clusters Score -2.111485e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170004 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -21121198.000000 Penalty: 5992.982910
	Iteration 9F: 3 clusters Score -2.11212e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174151 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -21123304.000000 Penalty: 5992.982910
	Iteration 10Q: 3 clusters Score -2.11233e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175659 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -21124178.000000 Penalty: 5992.982910
	Iteration 11Q: 3 clusters Score -2.112418e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176156 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -21124504.000000 Penalty: 5992.982910
	Iteration 12Q: 3 clusters Score -2.11245e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176325 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -21124670.000000 Penalty: 5992.982910
	Iteration 13Q: 3 clusters Score -2.112467e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176386 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -21124716.000000 Penalty: 5992.982910
	Iteration 14Q: 3 clusters Score -2.112472e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176417 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -21124806.000000 Penalty: 5992.982910
	Iteration 15Q: 3 clusters Score -2.112481e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176437 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -21124844.000000 Penalty: 5992.982910
	Iteration 16Q: 3 clusters Score -2.112484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176446 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21124868.000000 Penalty: 5992.982910
	Iteration 17Q: 3 clusters Score -2.112487e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176453 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -21124872.000000 Penalty: 5992.982910
	Iteration 18Q: 3 clusters Score -2.112487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176456 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -21124886.000000 Penalty: 5992.982910
	Iteration 19Q: 3 clusters Score -2.112489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176459 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -21124890.000000 Penalty: 5992.982910
	Iteration 20F: 3 clusters Score -2.112489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176462 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -21124898.000000 Penalty: 5992.982910
	Iteration 21Q: 3 clusters Score -2.11249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176462 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -21124908.000000 Penalty: 5992.982910
	Iteration 22Q: 3 clusters Score -2.112491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176463 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21124914.000000 Penalty: 5992.982910
	Iteration 23Q: 3 clusters Score -2.112491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176464 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21124914.000000 Penalty: 5992.982910
	Iteration 24Q: 3 clusters Score -2.112491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176464 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21124922.000000 Penalty: 5992.982910
	Iteration 25Q: 3 clusters Score -2.112492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176463 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21124914.000000 Penalty: 5992.982910
	Iteration 26Q: 3 clusters Score -2.112491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176463 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21124914.000000 Penalty: 5992.982910
	Iteration 27F: 3 clusters Score -2.112491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Entering Unmasked Estep 
Score: -806068.312500 Penalty: 2190.951660
	Iteration 0F: 2 clusters Score -806068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -800417.187500 Penalty: 4381.903320
	Iteration 0F: 3 clusters Score -800417.2 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -801781.625000 Penalty: 4381.903320
	Iteration 1F: 3 clusters Score -801781.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -801984.000000 Penalty: 4381.903320
	Iteration 2F: 3 clusters Score -801984 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -802125.625000 Penalty: 4381.903320
	Iteration 3Q: 3 clusters Score -802125.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -802236.250000 Penalty: 4381.903320
	Iteration 4Q: 3 clusters Score -802236.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -802308.375000 Penalty: 4381.903320
	Iteration 5Q: 3 clusters Score -802308.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -802368.500000 Penalty: 4381.903320
	Iteration 6Q: 3 clusters Score -802368.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -802440.437500 Penalty: 4381.903320
	Iteration 7Q: 3 clusters Score -802440.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -802514.937500 Penalty: 4381.903320
	Iteration 8Q: 3 clusters Score -802514.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -802580.875000 Penalty: 4381.903320
	Iteration 9Q: 3 clusters Score -802580.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -802643.687500 Penalty: 4381.903320
	Iteration 10Q: 3 clusters Score -802643.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -802713.625000 Penalty: 4381.903320
	Iteration 11Q: 3 clusters Score -802713.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -802777.625000 Penalty: 4381.903320
	Iteration 12Q: 3 clusters Score -802777.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -802849.562500 Penalty: 4381.903320
	Iteration 13Q: 3 clusters Score -802849.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -802947.812500 Penalty: 4381.903320
	Iteration 14Q: 3 clusters Score -802947.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -803063.250000 Penalty: 4381.903320
	Iteration 15Q: 3 clusters Score -803063.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -803188.312500 Penalty: 4381.903320
	Iteration 16Q: 3 clusters Score -803188.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -803335.000000 Penalty: 4381.903320
	Iteration 17Q: 3 clusters Score -803335 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -803492.250000 Penalty: 4381.903320
	Iteration 18Q: 3 clusters Score -803492.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -803612.687500 Penalty: 4381.903320
	Iteration 19Q: 3 clusters Score -803612.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -803714.687500 Penalty: 4381.903320
	Iteration 20F: 3 clusters Score -803714.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -803809.062500 Penalty: 4381.903320
	Iteration 21Q: 3 clusters Score -803809.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -803896.750000 Penalty: 4381.903320
	Iteration 22Q: 3 clusters Score -803896.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -803965.625000 Penalty: 4381.903320
	Iteration 23Q: 3 clusters Score -803965.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -804008.062500 Penalty: 4381.903320
	Iteration 24Q: 3 clusters Score -804008.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -804041.125000 Penalty: 4381.903320
	Iteration 25Q: 3 clusters Score -804041.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -804075.812500 Penalty: 4381.903320
	Iteration 26Q: 3 clusters Score -804075.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -804102.375000 Penalty: 4381.903320
	Iteration 27Q: 3 clusters Score -804102.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -804126.000000 Penalty: 4381.903320
	Iteration 28Q: 3 clusters Score -804126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -804147.437500 Penalty: 4381.903320
	Iteration 29Q: 3 clusters Score -804147.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -804158.500000 Penalty: 4381.903320
	Iteration 30Q: 3 clusters Score -804158.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -804165.625000 Penalty: 4381.903320
	Iteration 31Q: 3 clusters Score -804165.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -804172.812500 Penalty: 4381.903320
	Iteration 32Q: 3 clusters Score -804172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -804173.187500 Penalty: 4381.903320
	Iteration 33Q: 3 clusters Score -804173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -804175.187500 Penalty: 4381.903320
	Iteration 34Q: 3 clusters Score -804175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -804177.375000 Penalty: 4381.903320
	Iteration 35Q: 3 clusters Score -804177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -804181.812500 Penalty: 4381.903320
	Iteration 36Q: 3 clusters Score -804181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -804185.062500 Penalty: 4381.903320
	Iteration 37Q: 3 clusters Score -804185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -804186.937500 Penalty: 4381.903320
	Iteration 38Q: 3 clusters Score -804186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -804192.312500 Penalty: 4381.903320
	Iteration 39Q: 3 clusters Score -804192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -804195.812500 Penalty: 4381.903320
	Iteration 40F: 3 clusters Score -804195.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Entering Unmasked Estep 
Score: -1146355.750000 Penalty: 2279.508301
	Iteration 0F: 2 clusters Score -1146356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1138809.875000 Penalty: 4559.016602
	Iteration 0F: 3 clusters Score -1138810 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1141280.875000 Penalty: 4559.016602
	Iteration 1F: 3 clusters Score -1141281 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1141894.625000 Penalty: 4559.016602
	Iteration 2F: 3 clusters Score -1141895 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1142420.750000 Penalty: 4559.016602
	Iteration 3F: 3 clusters Score -1142421 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1142826.000000 Penalty: 4559.016602
	Iteration 4F: 3 clusters Score -1142826 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1143236.750000 Penalty: 4559.016602
	Iteration 5F: 3 clusters Score -1143237 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1143566.250000 Penalty: 4559.016602
	Iteration 6F: 3 clusters Score -1143566 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1143872.375000 Penalty: 4559.016602
	Iteration 7Q: 3 clusters Score -1143872 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1144124.375000 Penalty: 4559.016602
	Iteration 8Q: 3 clusters Score -1144124 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1144327.750000 Penalty: 4559.016602
	Iteration 9Q: 3 clusters Score -1144328 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1144465.875000 Penalty: 4559.016602
	Iteration 10Q: 3 clusters Score -1144466 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1144572.875000 Penalty: 4559.016602
	Iteration 11Q: 3 clusters Score -1144573 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1144648.125000 Penalty: 4559.016602
	Iteration 12Q: 3 clusters Score -1144648 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1144708.000000 Penalty: 4559.016602
	Iteration 13Q: 3 clusters Score -1144708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1144753.875000 Penalty: 4559.016602
	Iteration 14Q: 3 clusters Score -1144754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1144787.750000 Penalty: 4559.016602
	Iteration 15Q: 3 clusters Score -1144788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1144812.000000 Penalty: 4559.016602
	Iteration 16Q: 3 clusters Score -1144812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1144834.750000 Penalty: 4559.016602
	Iteration 17Q: 3 clusters Score -1144835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1144849.750000 Penalty: 4559.016602
	Iteration 18Q: 3 clusters Score -1144850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1144856.125000 Penalty: 4559.016602
	Iteration 19Q: 3 clusters Score -1144856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1144867.125000 Penalty: 4559.016602
	Iteration 20F: 3 clusters Score -1144867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1144875.875000 Penalty: 4559.016602
	Iteration 21Q: 3 clusters Score -1144876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1144877.125000 Penalty: 4559.016602
	Iteration 22Q: 3 clusters Score -1144877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1144880.750000 Penalty: 4559.016602
	Iteration 23Q: 3 clusters Score -1144881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1144881.875000 Penalty: 4559.016602
	Iteration 24Q: 3 clusters Score -1144882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1144889.625000 Penalty: 4559.016602
	Iteration 25Q: 3 clusters Score -1144890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1144891.875000 Penalty: 4559.016602
	Iteration 26Q: 3 clusters Score -1144892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1144888.875000 Penalty: 4559.016602
	Iteration 27Q: 3 clusters Score -1144889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1144894.875000 Penalty: 4559.016602
	Iteration 28Q: 3 clusters Score -1144895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1144896.750000 Penalty: 4559.016602
	Iteration 29Q: 3 clusters Score -1144897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1144902.000000 Penalty: 4559.016602
	Iteration 30Q: 3 clusters Score -1144902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1144904.375000 Penalty: 4559.016602
	Iteration 31Q: 3 clusters Score -1144904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1144907.750000 Penalty: 4559.016602
	Iteration 32Q: 3 clusters Score -1144908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1144907.000000 Penalty: 4559.016602
	Iteration 33Q: 3 clusters Score -1144907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1144907.375000 Penalty: 4559.016602
	Iteration 34Q: 3 clusters Score -1144907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1144906.000000 Penalty: 4559.016602
	Iteration 35Q: 3 clusters Score -1144906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1144907.625000 Penalty: 4559.016602
	Iteration 36Q: 3 clusters Score -1144908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1144910.750000 Penalty: 4559.016602
	Iteration 37Q: 3 clusters Score -1144911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1144912.375000 Penalty: 4559.016602
	Iteration 38Q: 3 clusters Score -1144912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1144912.750000 Penalty: 4559.016602
	Iteration 39Q: 3 clusters Score -1144913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1144914.750000 Penalty: 4559.016602
	Iteration 40F: 3 clusters Score -1144915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1144915.500000 Penalty: 4559.016602
	Iteration 41Q: 3 clusters Score -1144916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1144917.375000 Penalty: 4559.016602
	Iteration 42Q: 3 clusters Score -1144917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1144915.625000 Penalty: 4559.016602
	Iteration 43Q: 3 clusters Score -1144916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1144915.625000 Penalty: 4559.016602
	Iteration 44F: 3 clusters Score -1144916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Entering Unmasked Estep 
Score: -564598.750000 Penalty: 2100.325195
	Iteration 0F: 2 clusters Score -564598.8 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 2339 members 
Entering Unmasked Estep 
Score: -560222.750000 Penalty: 4200.650391
	Iteration 0F: 3 clusters Score -560222.8 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -561318.875000 Penalty: 4200.650391
	Iteration 1F: 3 clusters Score -561318.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -561581.625000 Penalty: 4200.650391
	Iteration 2F: 3 clusters Score -561581.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -561767.250000 Penalty: 4200.650391
	Iteration 3F: 3 clusters Score -561767.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -561934.750000 Penalty: 4200.650391
	Iteration 4Q: 3 clusters Score -561934.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -562094.937500 Penalty: 4200.650391
	Iteration 5Q: 3 clusters Score -562094.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -562245.562500 Penalty: 4200.650391
	Iteration 6Q: 3 clusters Score -562245.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -562355.750000 Penalty: 4200.650391
	Iteration 7Q: 3 clusters Score -562355.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -562448.312500 Penalty: 4200.650391
	Iteration 8Q: 3 clusters Score -562448.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -562524.312500 Penalty: 4200.650391
	Iteration 9Q: 3 clusters Score -562524.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -562590.312500 Penalty: 4200.650391
	Iteration 10Q: 3 clusters Score -562590.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -562640.187500 Penalty: 4200.650391
	Iteration 11Q: 3 clusters Score -562640.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -562713.312500 Penalty: 4200.650391
	Iteration 12Q: 3 clusters Score -562713.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -562798.312500 Penalty: 4200.650391
	Iteration 13Q: 3 clusters Score -562798.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -562866.500000 Penalty: 4200.650391
	Iteration 14Q: 3 clusters Score -562866.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -562920.125000 Penalty: 4200.650391
	Iteration 15Q: 3 clusters Score -562920.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -562951.937500 Penalty: 4200.650391
	Iteration 16Q: 3 clusters Score -562951.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -562971.125000 Penalty: 4200.650391
	Iteration 17Q: 3 clusters Score -562971.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -562987.187500 Penalty: 4200.650391
	Iteration 18Q: 3 clusters Score -562987.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -562998.062500 Penalty: 4200.650391
	Iteration 19Q: 3 clusters Score -562998.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -563009.625000 Penalty: 4200.650391
	Iteration 20F: 3 clusters Score -563009.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -563021.062500 Penalty: 4200.650391
	Iteration 21Q: 3 clusters Score -563021.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -563030.750000 Penalty: 4200.650391
	Iteration 22Q: 3 clusters Score -563030.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -563039.187500 Penalty: 4200.650391
	Iteration 23Q: 3 clusters Score -563039.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -563049.312500 Penalty: 4200.650391
	Iteration 24Q: 3 clusters Score -563049.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -563054.750000 Penalty: 4200.650391
	Iteration 25Q: 3 clusters Score -563054.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -563058.625000 Penalty: 4200.650391
	Iteration 26Q: 3 clusters Score -563058.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -563062.437500 Penalty: 4200.650391
	Iteration 27Q: 3 clusters Score -563062.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -563066.625000 Penalty: 4200.650391
	Iteration 28Q: 3 clusters Score -563066.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -563070.437500 Penalty: 4200.650391
	Iteration 29Q: 3 clusters Score -563070.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -563073.500000 Penalty: 4200.650391
	Iteration 30Q: 3 clusters Score -563073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -563077.187500 Penalty: 4200.650391
	Iteration 31Q: 3 clusters Score -563077.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -563079.937500 Penalty: 4200.650391
	Iteration 32Q: 3 clusters Score -563079.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -563080.875000 Penalty: 4200.650391
	Iteration 33Q: 3 clusters Score -563080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -563083.062500 Penalty: 4200.650391
	Iteration 34Q: 3 clusters Score -563083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -563083.125000 Penalty: 4200.650391
	Iteration 35Q: 3 clusters Score -563083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -563083.687500 Penalty: 4200.650391
	Iteration 36Q: 3 clusters Score -563083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -563084.187500 Penalty: 4200.650391
	Iteration 37Q: 3 clusters Score -563084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -563084.187500 Penalty: 4200.650391
	Iteration 38F: 3 clusters Score -563084.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (155620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155620 members 
Entering Unmasked Estep 
Score: -18515182.000000 Penalty: 2964.882812
	Iteration 0F: 2 clusters Score -1.851518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 77638 members 
Entering Unmasked Estep 
Score: -18412216.000000 Penalty: 5929.765625
	Iteration 0F: 3 clusters Score -1.841222e+07 nChanged 74469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 75735 members 
Entering Unmasked Estep 
Score: -18455728.000000 Penalty: 5929.765625
	Iteration 1F: 3 clusters Score -1.845573e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -18457092.000000 Penalty: 5929.765625
	Iteration 2Q: 3 clusters Score -1.845709e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -18458614.000000 Penalty: 5929.765625
	Iteration 3Q: 3 clusters Score -1.845861e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85762 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -18460762.000000 Penalty: 5929.765625
	Iteration 4Q: 3 clusters Score -1.846076e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89302 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -18463844.000000 Penalty: 5929.765625
	Iteration 5Q: 3 clusters Score -1.846384e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -18468238.000000 Penalty: 5929.765625
	Iteration 6F: 3 clusters Score -1.846824e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99636 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -18474402.000000 Penalty: 5929.765625
	Iteration 7F: 3 clusters Score -1.84744e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105413 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -18481128.000000 Penalty: 5929.765625
	Iteration 8F: 3 clusters Score -1.848113e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110479 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -18487202.000000 Penalty: 5929.765625
	Iteration 9F: 3 clusters Score -1.84872e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114414 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -18491182.000000 Penalty: 5929.765625
	Iteration 10Q: 3 clusters Score -1.849118e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117606 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -18493716.000000 Penalty: 5929.765625
	Iteration 11Q: 3 clusters Score -1.849372e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120598 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -18495238.000000 Penalty: 5929.765625
	Iteration 12Q: 3 clusters Score -1.849524e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123477 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -18496420.000000 Penalty: 5929.765625
	Iteration 13Q: 3 clusters Score -1.849642e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126352 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -18497472.000000 Penalty: 5929.765625
	Iteration 14Q: 3 clusters Score -1.849747e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129332 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -18498884.000000 Penalty: 5929.765625
	Iteration 15Q: 3 clusters Score -1.849888e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132411 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -18500218.000000 Penalty: 5929.765625
	Iteration 16Q: 3 clusters Score -1.850022e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135519 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -18501732.000000 Penalty: 5929.765625
	Iteration 17Q: 3 clusters Score -1.850173e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138653 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -18503142.000000 Penalty: 5929.765625
	Iteration 18Q: 3 clusters Score -1.850314e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141659 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -18504700.000000 Penalty: 5929.765625
	Iteration 19Q: 3 clusters Score -1.85047e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144433 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -18506314.000000 Penalty: 5929.765625
	Iteration 20F: 3 clusters Score -1.850631e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146933 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -18507742.000000 Penalty: 5929.765625
	Iteration 21Q: 3 clusters Score -1.850774e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149075 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -18509056.000000 Penalty: 5929.765625
	Iteration 22Q: 3 clusters Score -1.850906e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150827 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -18510020.000000 Penalty: 5929.765625
	Iteration 23Q: 3 clusters Score -1.851002e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152160 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -18510824.000000 Penalty: 5929.765625
	Iteration 24Q: 3 clusters Score -1.851082e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153110 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -18511372.000000 Penalty: 5929.765625
	Iteration 25Q: 3 clusters Score -1.851137e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153768 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -18511730.000000 Penalty: 5929.765625
	Iteration 26Q: 3 clusters Score -1.851173e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154210 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -18512004.000000 Penalty: 5929.765625
	Iteration 27Q: 3 clusters Score -1.8512e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154511 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -18512232.000000 Penalty: 5929.765625
	Iteration 28Q: 3 clusters Score -1.851223e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154695 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -18512386.000000 Penalty: 5929.765625
	Iteration 29Q: 3 clusters Score -1.851239e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154825 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -18512482.000000 Penalty: 5929.765625
	Iteration 30Q: 3 clusters Score -1.851248e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154895 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -18512528.000000 Penalty: 5929.765625
	Iteration 31Q: 3 clusters Score -1.851253e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -18512566.000000 Penalty: 5929.765625
	Iteration 32Q: 3 clusters Score -1.851257e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154986 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -18512594.000000 Penalty: 5929.765625
	Iteration 33Q: 3 clusters Score -1.851259e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155006 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -18512608.000000 Penalty: 5929.765625
	Iteration 34Q: 3 clusters Score -1.851261e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155024 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -18512622.000000 Penalty: 5929.765625
	Iteration 35Q: 3 clusters Score -1.851262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155038 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -18512638.000000 Penalty: 5929.765625
	Iteration 36Q: 3 clusters Score -1.851264e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155053 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -18512644.000000 Penalty: 5929.765625
	Iteration 37Q: 3 clusters Score -1.851264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155061 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -18512652.000000 Penalty: 5929.765625
	Iteration 38Q: 3 clusters Score -1.851265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155064 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -18512654.000000 Penalty: 5929.765625
	Iteration 39Q: 3 clusters Score -1.851265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155066 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -18512648.000000 Penalty: 5929.765625
	Iteration 40F: 3 clusters Score -1.851265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155067 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -18512644.000000 Penalty: 5929.765625
	Iteration 41Q: 3 clusters Score -1.851264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155067 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -18512644.000000 Penalty: 5929.765625
	Iteration 42F: 3 clusters Score -1.851264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Entering Unmasked Estep 
Score: -1830536.250000 Penalty: 2398.670898
	Iteration 0F: 2 clusters Score -1830536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1819177.500000 Penalty: 4797.341797
	Iteration 0F: 3 clusters Score -1819178 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1822862.875000 Penalty: 4797.341797
	Iteration 1F: 3 clusters Score -1822863 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1823257.125000 Penalty: 4797.341797
	Iteration 2F: 3 clusters Score -1823257 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1823567.750000 Penalty: 4797.341797
	Iteration 3F: 3 clusters Score -1823568 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1823820.500000 Penalty: 4797.341797
	Iteration 4Q: 3 clusters Score -1823820 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1824029.250000 Penalty: 4797.341797
	Iteration 5Q: 3 clusters Score -1824029 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1824204.250000 Penalty: 4797.341797
	Iteration 6Q: 3 clusters Score -1824204 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1824370.125000 Penalty: 4797.341797
	Iteration 7Q: 3 clusters Score -1824370 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1824554.750000 Penalty: 4797.341797
	Iteration 8Q: 3 clusters Score -1824555 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1824759.375000 Penalty: 4797.341797
	Iteration 9Q: 3 clusters Score -1824759 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1824995.875000 Penalty: 4797.341797
	Iteration 10Q: 3 clusters Score -1824996 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1825222.750000 Penalty: 4797.341797
	Iteration 11Q: 3 clusters Score -1825223 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1825458.875000 Penalty: 4797.341797
	Iteration 12Q: 3 clusters Score -1825459 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1825657.500000 Penalty: 4797.341797
	Iteration 13Q: 3 clusters Score -1825658 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1825848.625000 Penalty: 4797.341797
	Iteration 14Q: 3 clusters Score -1825849 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1826047.625000 Penalty: 4797.341797
	Iteration 15Q: 3 clusters Score -1826048 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1826195.500000 Penalty: 4797.341797
	Iteration 16Q: 3 clusters Score -1826196 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1826344.625000 Penalty: 4797.341797
	Iteration 17Q: 3 clusters Score -1826345 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1826463.625000 Penalty: 4797.341797
	Iteration 18Q: 3 clusters Score -1826464 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1826557.000000 Penalty: 4797.341797
	Iteration 19Q: 3 clusters Score -1826557 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1826644.500000 Penalty: 4797.341797
	Iteration 20F: 3 clusters Score -1826644 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1826718.000000 Penalty: 4797.341797
	Iteration 21Q: 3 clusters Score -1826718 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1826779.625000 Penalty: 4797.341797
	Iteration 22Q: 3 clusters Score -1826780 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1826820.125000 Penalty: 4797.341797
	Iteration 23Q: 3 clusters Score -1826820 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1826859.000000 Penalty: 4797.341797
	Iteration 24Q: 3 clusters Score -1826859 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1826891.875000 Penalty: 4797.341797
	Iteration 25Q: 3 clusters Score -1826892 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1826931.750000 Penalty: 4797.341797
	Iteration 26Q: 3 clusters Score -1826932 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1826966.375000 Penalty: 4797.341797
	Iteration 27Q: 3 clusters Score -1826966 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1827007.125000 Penalty: 4797.341797
	Iteration 28Q: 3 clusters Score -1827007 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1827040.750000 Penalty: 4797.341797
	Iteration 29Q: 3 clusters Score -1827041 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1827074.125000 Penalty: 4797.341797
	Iteration 30Q: 3 clusters Score -1827074 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1827112.750000 Penalty: 4797.341797
	Iteration 31Q: 3 clusters Score -1827113 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1827150.750000 Penalty: 4797.341797
	Iteration 32Q: 3 clusters Score -1827151 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1827199.000000 Penalty: 4797.341797
	Iteration 33Q: 3 clusters Score -1827199 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1827238.500000 Penalty: 4797.341797
	Iteration 34Q: 3 clusters Score -1827238 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1827296.125000 Penalty: 4797.341797
	Iteration 35Q: 3 clusters Score -1827296 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1827344.625000 Penalty: 4797.341797
	Iteration 36Q: 3 clusters Score -1827345 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1827391.750000 Penalty: 4797.341797
	Iteration 37Q: 3 clusters Score -1827392 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1827426.375000 Penalty: 4797.341797
	Iteration 38Q: 3 clusters Score -1827426 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1827465.000000 Penalty: 4797.341797
	Iteration 39Q: 3 clusters Score -1827465 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1827493.750000 Penalty: 4797.341797
	Iteration 40F: 3 clusters Score -1827494 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1827539.625000 Penalty: 4797.341797
	Iteration 41Q: 3 clusters Score -1827540 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1827590.125000 Penalty: 4797.341797
	Iteration 42Q: 3 clusters Score -1827590 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1827646.875000 Penalty: 4797.341797
	Iteration 43Q: 3 clusters Score -1827647 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1827692.125000 Penalty: 4797.341797
	Iteration 44Q: 3 clusters Score -1827692 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1827746.000000 Penalty: 4797.341797
	Iteration 45Q: 3 clusters Score -1827746 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1827793.375000 Penalty: 4797.341797
	Iteration 46Q: 3 clusters Score -1827793 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1827837.250000 Penalty: 4797.341797
	Iteration 47Q: 3 clusters Score -1827837 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1827880.750000 Penalty: 4797.341797
	Iteration 48Q: 3 clusters Score -1827881 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1827923.750000 Penalty: 4797.341797
	Iteration 49Q: 3 clusters Score -1827924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1827975.375000 Penalty: 4797.341797
	Iteration 50Q: 3 clusters Score -1827975 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1828011.000000 Penalty: 4797.341797
	Iteration 51Q: 3 clusters Score -1828011 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1828048.375000 Penalty: 4797.341797
	Iteration 52Q: 3 clusters Score -1828048 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1828081.500000 Penalty: 4797.341797
	Iteration 53Q: 3 clusters Score -1828082 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1828123.875000 Penalty: 4797.341797
	Iteration 54Q: 3 clusters Score -1828124 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1828153.625000 Penalty: 4797.341797
	Iteration 55Q: 3 clusters Score -1828154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1828191.875000 Penalty: 4797.341797
	Iteration 56Q: 3 clusters Score -1828192 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1828222.875000 Penalty: 4797.341797
	Iteration 57Q: 3 clusters Score -1828223 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1828255.125000 Penalty: 4797.341797
	Iteration 58Q: 3 clusters Score -1828255 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1828288.750000 Penalty: 4797.341797
	Iteration 59Q: 3 clusters Score -1828289 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1828322.375000 Penalty: 4797.341797
	Iteration 60F: 3 clusters Score -1828322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1828354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1828373.250000 Penalty: 4797.341797
	Iteration 62Q: 3 clusters Score -1828373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1828383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1828395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1828403.000000 Penalty: 4797.341797
	Iteration 65Q: 3 clusters Score -1828403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1828410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1828421.625000 Penalty: 4797.341797
	Iteration 67Q: 3 clusters Score -1828422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1828434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1828443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1828451.750000 Penalty: 4797.341797
	Iteration 70Q: 3 clusters Score -1828452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1828455.250000 Penalty: 4797.341797
	Iteration 71Q: 3 clusters Score -1828455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1828464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1828471.875000 Penalty: 4797.341797
	Iteration 73Q: 3 clusters Score -1828472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1828477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1828483.125000 Penalty: 4797.341797
	Iteration 75Q: 3 clusters Score -1828483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1828485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1828489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1828491.625000 Penalty: 4797.341797
	Iteration 78Q: 3 clusters Score -1828492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1828491.875000 Penalty: 4797.341797
	Iteration 79Q: 3 clusters Score -1828492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1828493.250000 Penalty: 4797.341797
	Iteration 80F: 3 clusters Score -1828493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1828498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1828498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1828499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1828502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1828506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1828508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1828512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1828512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1828515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1828517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1828513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1828512.875000 Penalty: 4797.341797
	Iteration 92F: 3 clusters Score -1828513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148786 members 
Mstep: Class 2 contains 4692 members 
Mstep: Class 3 contains 39116 members 
Mstep: Class 4 contains 39685 members 
Mstep: Class 5 contains 17687 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 155323 members 
Mstep: Class 8 contains 4230 members 
Mstep: Class 9 contains 16133 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20693 members 
Mstep: Class 12 contains 111610 members 
Mstep: Class 13 contains 132643 members 
Mstep: Class 14 contains 8285 members 
Mstep: Class 15 contains 96084 members 
Mstep: Class 16 contains 3059 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 11147 members 
Mstep: Class 19 contains 50706 members 
Mstep: Class 20 contains 7842 members 
Mstep: Class 21 contains 9084 members 
Mstep: Class 22 contains 33633 members 
Mstep: Class 23 contains 39472 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 3838 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 176774 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 9814 members 
Mstep: Class 30 contains 4765 members 
Mstep: Class 31 contains 155620 members 
Mstep: Class 32 contains 15868 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 239Q: 33 clusters Score -1.560846e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148782 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 39604 members 
Mstep: Class 4 contains 39691 members 
Mstep: Class 5 contains 17689 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 155343 members 
Mstep: Class 8 contains 4224 members 
Mstep: Class 9 contains 16148 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20694 members 
Mstep: Class 12 contains 111638 members 
Mstep: Class 13 contains 132542 members 
Mstep: Class 14 contains 8284 members 
Mstep: Class 15 contains 96079 members 
Mstep: Class 16 contains 3061 members 
Mstep: Class 17 contains 6089 members 
Mstep: Class 18 contains 11147 members 
Mstep: Class 19 contains 50693 members 
Mstep: Class 20 contains 7842 members 
Mstep: Class 21 contains 8999 members 
Mstep: Class 22 contains 33628 members 
Mstep: Class 23 contains 39443 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 3839 members 
Mstep: Class 26 contains 6097 members 
Mstep: Class 27 contains 176506 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 9810 members 
Mstep: Class 30 contains 4764 members 
Mstep: Class 31 contains 155568 members 
Mstep: Class 32 contains 15875 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 33 clusters Score -1.56085e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148780 members 
Mstep: Class 2 contains 4692 members 
Mstep: Class 3 contains 40036 members 
Mstep: Class 4 contains 39704 members 
Mstep: Class 5 contains 17689 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 155381 members 
Mstep: Class 8 contains 4218 members 
Mstep: Class 9 contains 16167 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20697 members 
Mstep: Class 12 contains 111656 members 
Mstep: Class 13 contains 132468 members 
Mstep: Class 14 contains 8281 members 
Mstep: Class 15 contains 96077 members 
Mstep: Class 16 contains 3063 members 
Mstep: Class 17 contains 6091 members 
Mstep: Class 18 contains 11145 members 
Mstep: Class 19 contains 50687 members 
Mstep: Class 20 contains 7839 members 
Mstep: Class 21 contains 8913 members 
Mstep: Class 22 contains 33614 members 
Mstep: Class 23 contains 39420 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 3844 members 
Mstep: Class 26 contains 6094 members 
Mstep: Class 27 contains 176257 members 
Mstep: Class 28 contains 6862 members 
Mstep: Class 29 contains 9811 members 
Mstep: Class 30 contains 4762 members 
Mstep: Class 31 contains 155505 members 
Mstep: Class 32 contains 15883 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 33 clusters Score -1.56085e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148796 members 
Mstep: Class 2 contains 4693 members 
Mstep: Class 3 contains 40403 members 
Mstep: Class 4 contains 39714 members 
Mstep: Class 5 contains 17695 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 155419 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 16187 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20696 members 
Mstep: Class 12 contains 111681 members 
Mstep: Class 13 contains 132353 members 
Mstep: Class 14 contains 8279 members 
Mstep: Class 15 contains 96078 members 
Mstep: Class 16 contains 3064 members 
Mstep: Class 17 contains 6094 members 
Mstep: Class 18 contains 11140 members 
Mstep: Class 19 contains 50683 members 
Mstep: Class 20 contains 7840 members 
Mstep: Class 21 contains 8834 members 
Mstep: Class 22 contains 33604 members 
Mstep: Class 23 contains 39408 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 3844 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 176091 members 
Mstep: Class 28 contains 6855 members 
Mstep: Class 29 contains 9811 members 
Mstep: Class 30 contains 4756 members 
Mstep: Class 31 contains 155421 members 
Mstep: Class 32 contains 15892 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 33 clusters Score -1.560852e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148788 members 
Mstep: Class 2 contains 4693 members 
Mstep: Class 3 contains 40686 members 
Mstep: Class 4 contains 39723 members 
Mstep: Class 5 contains 17696 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 155456 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20700 members 
Mstep: Class 12 contains 111705 members 
Mstep: Class 13 contains 132271 members 
Mstep: Class 14 contains 8279 members 
Mstep: Class 15 contains 96078 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 11133 members 
Mstep: Class 19 contains 50672 members 
Mstep: Class 20 contains 7841 members 
Mstep: Class 21 contains 8758 members 
Mstep: Class 22 contains 33595 members 
Mstep: Class 23 contains 39384 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 3845 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175977 members 
Mstep: Class 28 contains 6859 members 
Mstep: Class 29 contains 9812 members 
Mstep: Class 30 contains 4749 members 
Mstep: Class 31 contains 155364 members 
Mstep: Class 32 contains 15901 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 33 clusters Score -1.560855e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148779 members 
Mstep: Class 2 contains 4693 members 
Mstep: Class 3 contains 40928 members 
Mstep: Class 4 contains 39717 members 
Mstep: Class 5 contains 17702 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 155493 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 16211 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20699 members 
Mstep: Class 12 contains 111728 members 
Mstep: Class 13 contains 132180 members 
Mstep: Class 14 contains 8277 members 
Mstep: Class 15 contains 96072 members 
Mstep: Class 16 contains 3069 members 
Mstep: Class 17 contains 6092 members 
Mstep: Class 18 contains 11126 members 
Mstep: Class 19 contains 50671 members 
Mstep: Class 20 contains 7843 members 
Mstep: Class 21 contains 8695 members 
Mstep: Class 22 contains 33584 members 
Mstep: Class 23 contains 39349 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 3846 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175910 members 
Mstep: Class 28 contains 6862 members 
Mstep: Class 29 contains 9810 members 
Mstep: Class 30 contains 4744 members 
Mstep: Class 31 contains 155334 members 
Mstep: Class 32 contains 15912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156085472.000000 Penalty: 111997.578125
Iteration 244Q: 33 clusters Score -1.560855e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148771 members 
Mstep: Class 2 contains 4695 members 
Mstep: Class 3 contains 41149 members 
Mstep: Class 4 contains 39720 members 
Mstep: Class 5 contains 17705 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 155529 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 16217 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20700 members 
Mstep: Class 12 contains 111746 members 
Mstep: Class 13 contains 132089 members 
Mstep: Class 14 contains 8276 members 
Mstep: Class 15 contains 96068 members 
Mstep: Class 16 contains 3071 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 11125 members 
Mstep: Class 19 contains 50671 members 
Mstep: Class 20 contains 7844 members 
Mstep: Class 21 contains 8640 members 
Mstep: Class 22 contains 33579 members 
Mstep: Class 23 contains 39323 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 3845 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175839 members 
Mstep: Class 28 contains 6864 members 
Mstep: Class 29 contains 9808 members 
Mstep: Class 30 contains 4738 members 
Mstep: Class 31 contains 155301 members 
Mstep: Class 32 contains 15923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156085584.000000 Penalty: 111997.578125
Iteration 245Q: 33 clusters Score -1.560856e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148771 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 41358 members 
Mstep: Class 4 contains 39729 members 
Mstep: Class 5 contains 17709 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 155545 members 
Mstep: Class 8 contains 4222 members 
Mstep: Class 9 contains 16222 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20700 members 
Mstep: Class 12 contains 111771 members 
Mstep: Class 13 contains 131995 members 
Mstep: Class 14 contains 8276 members 
Mstep: Class 15 contains 96063 members 
Mstep: Class 16 contains 3072 members 
Mstep: Class 17 contains 6081 members 
Mstep: Class 18 contains 11119 members 
Mstep: Class 19 contains 50667 members 
Mstep: Class 20 contains 7843 members 
Mstep: Class 21 contains 8584 members 
Mstep: Class 22 contains 33582 members 
Mstep: Class 23 contains 39304 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 3845 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175773 members 
Mstep: Class 28 contains 6859 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 4727 members 
Mstep: Class 31 contains 155294 members 
Mstep: Class 32 contains 15926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156085520.000000 Penalty: 111997.578125
Iteration 246Q: 33 clusters Score -1.560855e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148755 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 41544 members 
Mstep: Class 4 contains 39738 members 
Mstep: Class 5 contains 17710 members 
Mstep: Class 6 contains 4401 members 
Mstep: Class 7 contains 155561 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 16227 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20704 members 
Mstep: Class 12 contains 111804 members 
Mstep: Class 13 contains 131919 members 
Mstep: Class 14 contains 8275 members 
Mstep: Class 15 contains 96060 members 
Mstep: Class 16 contains 3073 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 19 contains 50666 members 
Mstep: Class 20 contains 7841 members 
Mstep: Class 21 contains 8525 members 
Mstep: Class 22 contains 33578 members 
Mstep: Class 23 contains 39295 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 3845 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175716 members 
Mstep: Class 28 contains 6853 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 4718 members 
Mstep: Class 31 contains 155287 members 
Mstep: Class 32 contains 15926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156085440.000000 Penalty: 111997.578125
Iteration 247Q: 33 clusters Score -1.560854e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148751 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 41704 members 
Mstep: Class 4 contains 39745 members 
Mstep: Class 5 contains 17719 members 
Mstep: Class 6 contains 4401 members 
Mstep: Class 7 contains 155576 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16230 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20713 members 
Mstep: Class 12 contains 111838 members 
Mstep: Class 13 contains 131838 members 
Mstep: Class 14 contains 8271 members 
Mstep: Class 15 contains 96058 members 
Mstep: Class 16 contains 3073 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 11107 members 
Mstep: Class 19 contains 50665 members 
Mstep: Class 20 contains 7843 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 22 contains 33574 members 
Mstep: Class 23 contains 39295 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 3842 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175675 members 
Mstep: Class 28 contains 6851 members 
Mstep: Class 29 contains 9811 members 
Mstep: Class 30 contains 4710 members 
Mstep: Class 31 contains 155264 members 
Mstep: Class 32 contains 15927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156085552.000000 Penalty: 111997.578125
Iteration 248Q: 33 clusters Score -1.560856e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148736 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 41839 members 
Mstep: Class 4 contains 39753 members 
Mstep: Class 5 contains 17727 members 
Mstep: Class 6 contains 4401 members 
Mstep: Class 7 contains 155595 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 16235 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20715 members 
Mstep: Class 12 contains 111853 members 
Mstep: Class 13 contains 131801 members 
Mstep: Class 14 contains 8268 members 
Mstep: Class 15 contains 96062 members 
Mstep: Class 16 contains 3074 members 
Mstep: Class 17 contains 6077 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 50666 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 8419 members 
Mstep: Class 22 contains 33569 members 
Mstep: Class 23 contains 39286 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 3833 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175635 members 
Mstep: Class 28 contains 6851 members 
Mstep: Class 29 contains 9813 members 
Mstep: Class 30 contains 4699 members 
Mstep: Class 31 contains 155246 members 
Mstep: Class 32 contains 15932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156085712.000000 Penalty: 111997.578125
Iteration 249Q: 33 clusters Score -1.560857e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148728 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 41949 members 
Mstep: Class 4 contains 39761 members 
Mstep: Class 5 contains 17731 members 
Mstep: Class 6 contains 4402 members 
Mstep: Class 7 contains 155612 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 16239 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20719 members 
Mstep: Class 12 contains 111867 members 
Mstep: Class 13 contains 131783 members 
Mstep: Class 14 contains 8263 members 
Mstep: Class 15 contains 96060 members 
Mstep: Class 16 contains 3074 members 
Mstep: Class 17 contains 6074 members 
Mstep: Class 18 contains 11089 members 
Mstep: Class 19 contains 50669 members 
Mstep: Class 20 contains 7843 members 
Mstep: Class 21 contains 8367 members 
Mstep: Class 22 contains 33569 members 
Mstep: Class 23 contains 39275 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3831 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175599 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 9815 members 
Mstep: Class 30 contains 4689 members 
Mstep: Class 31 contains 155226 members 
Mstep: Class 32 contains 15938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156085904.000000 Penalty: 111997.578125
Iteration 250Q: 33 clusters Score -1.560859e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148712 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 42067 members 
Mstep: Class 4 contains 39769 members 
Mstep: Class 5 contains 17732 members 
Mstep: Class 6 contains 4403 members 
Mstep: Class 7 contains 155633 members 
Mstep: Class 8 contains 4209 members 
Mstep: Class 9 contains 16244 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20719 members 
Mstep: Class 12 contains 111875 members 
Mstep: Class 13 contains 131754 members 
Mstep: Class 14 contains 8261 members 
Mstep: Class 15 contains 96061 members 
Mstep: Class 16 contains 3076 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 11082 members 
Mstep: Class 19 contains 50667 members 
Mstep: Class 20 contains 7841 members 
Mstep: Class 21 contains 8312 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 39268 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3831 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175591 members 
Mstep: Class 28 contains 6845 members 
Mstep: Class 29 contains 9816 members 
Mstep: Class 30 contains 4684 members 
Mstep: Class 31 contains 155200 members 
Mstep: Class 32 contains 15944 members 
Entering Unmasked Estep 
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Iteration 251Q: 33 clusters Score -1.560859e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148698 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 42186 members 
Mstep: Class 4 contains 39774 members 
Mstep: Class 5 contains 17733 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 7 contains 155646 members 
Mstep: Class 8 contains 4207 members 
Mstep: Class 9 contains 16249 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20718 members 
Mstep: Class 12 contains 111899 members 
Mstep: Class 13 contains 131736 members 
Mstep: Class 14 contains 8260 members 
Mstep: Class 15 contains 96058 members 
Mstep: Class 16 contains 3079 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 18 contains 11065 members 
Mstep: Class 19 contains 50663 members 
Mstep: Class 20 contains 7844 members 
Mstep: Class 21 contains 8254 members 
Mstep: Class 22 contains 33564 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3834 members 
Mstep: Class 26 contains 6093 members 
Mstep: Class 27 contains 175581 members 
Mstep: Class 28 contains 6838 members 
Mstep: Class 29 contains 9817 members 
Mstep: Class 30 contains 4680 members 
Mstep: Class 31 contains 155168 members 
Mstep: Class 32 contains 15945 members 
Entering Unmasked Estep 
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Iteration 252Q: 33 clusters Score -1.56086e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148674 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 42289 members 
Mstep: Class 4 contains 39787 members 
Mstep: Class 5 contains 17732 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 7 contains 155649 members 
Mstep: Class 8 contains 4207 members 
Mstep: Class 9 contains 16255 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20716 members 
Mstep: Class 12 contains 111920 members 
Mstep: Class 13 contains 131721 members 
Mstep: Class 14 contains 8259 members 
Mstep: Class 15 contains 96055 members 
Mstep: Class 16 contains 3081 members 
Mstep: Class 17 contains 6068 members 
Mstep: Class 18 contains 11054 members 
Mstep: Class 19 contains 50662 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 8214 members 
Mstep: Class 22 contains 33564 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3832 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175571 members 
Mstep: Class 28 contains 6833 members 
Mstep: Class 29 contains 9818 members 
Mstep: Class 30 contains 4673 members 
Mstep: Class 31 contains 155144 members 
Mstep: Class 32 contains 15947 members 
Entering Unmasked Estep 
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Iteration 253Q: 33 clusters Score -1.560861e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148656 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 42388 members 
Mstep: Class 4 contains 39794 members 
Mstep: Class 5 contains 17735 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 155654 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 16260 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20716 members 
Mstep: Class 12 contains 111946 members 
Mstep: Class 13 contains 131697 members 
Mstep: Class 14 contains 8258 members 
Mstep: Class 15 contains 96054 members 
Mstep: Class 16 contains 3079 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 18 contains 11043 members 
Mstep: Class 19 contains 50658 members 
Mstep: Class 20 contains 7844 members 
Mstep: Class 21 contains 8182 members 
Mstep: Class 22 contains 33570 members 
Mstep: Class 23 contains 39253 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3830 members 
Mstep: Class 26 contains 6091 members 
Mstep: Class 27 contains 175555 members 
Mstep: Class 28 contains 6824 members 
Mstep: Class 29 contains 9818 members 
Mstep: Class 30 contains 4669 members 
Mstep: Class 31 contains 155119 members 
Mstep: Class 32 contains 15948 members 
Entering Unmasked Estep 
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Iteration 254Q: 33 clusters Score -1.560862e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148645 members 
Mstep: Class 2 contains 4711 members 
Mstep: Class 3 contains 42473 members 
Mstep: Class 4 contains 39800 members 
Mstep: Class 5 contains 17740 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 155662 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 16264 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20717 members 
Mstep: Class 12 contains 111976 members 
Mstep: Class 13 contains 131679 members 
Mstep: Class 14 contains 8257 members 
Mstep: Class 15 contains 96059 members 
Mstep: Class 16 contains 3082 members 
Mstep: Class 17 contains 6065 members 
Mstep: Class 18 contains 11028 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7844 members 
Mstep: Class 21 contains 8147 members 
Mstep: Class 22 contains 33574 members 
Mstep: Class 23 contains 39249 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3828 members 
Mstep: Class 26 contains 6093 members 
Mstep: Class 27 contains 175530 members 
Mstep: Class 28 contains 6824 members 
Mstep: Class 29 contains 9820 members 
Mstep: Class 30 contains 4667 members 
Mstep: Class 31 contains 155088 members 
Mstep: Class 32 contains 15947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086352.000000 Penalty: 111997.578125
Iteration 255Q: 33 clusters Score -1.560864e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148632 members 
Mstep: Class 2 contains 4711 members 
Mstep: Class 3 contains 42543 members 
Mstep: Class 4 contains 39806 members 
Mstep: Class 5 contains 17737 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 155676 members 
Mstep: Class 8 contains 4202 members 
Mstep: Class 9 contains 16265 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20716 members 
Mstep: Class 12 contains 112005 members 
Mstep: Class 13 contains 131681 members 
Mstep: Class 14 contains 8255 members 
Mstep: Class 15 contains 96057 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 11016 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7844 members 
Mstep: Class 21 contains 8123 members 
Mstep: Class 22 contains 33575 members 
Mstep: Class 23 contains 39253 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3827 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175501 members 
Mstep: Class 28 contains 6825 members 
Mstep: Class 29 contains 9822 members 
Mstep: Class 30 contains 4660 members 
Mstep: Class 31 contains 155059 members 
Mstep: Class 32 contains 15947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086496.000000 Penalty: 111997.578125
Iteration 256Q: 33 clusters Score -1.560865e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148621 members 
Mstep: Class 2 contains 4711 members 
Mstep: Class 3 contains 42616 members 
Mstep: Class 4 contains 39811 members 
Mstep: Class 5 contains 17739 members 
Mstep: Class 6 contains 4408 members 
Mstep: Class 7 contains 155682 members 
Mstep: Class 8 contains 4203 members 
Mstep: Class 9 contains 16268 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20716 members 
Mstep: Class 12 contains 112019 members 
Mstep: Class 13 contains 131679 members 
Mstep: Class 14 contains 8252 members 
Mstep: Class 15 contains 96056 members 
Mstep: Class 16 contains 3085 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 11013 members 
Mstep: Class 19 contains 50653 members 
Mstep: Class 20 contains 7844 members 
Mstep: Class 21 contains 8098 members 
Mstep: Class 22 contains 33573 members 
Mstep: Class 23 contains 39248 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 3827 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175463 members 
Mstep: Class 28 contains 6824 members 
Mstep: Class 29 contains 9822 members 
Mstep: Class 30 contains 4653 members 
Mstep: Class 31 contains 155046 members 
Mstep: Class 32 contains 15948 members 
Entering Unmasked Estep 
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Iteration 257Q: 33 clusters Score -1.560865e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148597 members 
Mstep: Class 2 contains 4712 members 
Mstep: Class 3 contains 42671 members 
Mstep: Class 4 contains 39810 members 
Mstep: Class 5 contains 17741 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 155691 members 
Mstep: Class 8 contains 4205 members 
Mstep: Class 9 contains 16268 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20715 members 
Mstep: Class 12 contains 112033 members 
Mstep: Class 13 contains 131683 members 
Mstep: Class 14 contains 8252 members 
Mstep: Class 15 contains 96053 members 
Mstep: Class 16 contains 3088 members 
Mstep: Class 17 contains 6061 members 
Mstep: Class 18 contains 11011 members 
Mstep: Class 19 contains 50655 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 8080 members 
Mstep: Class 22 contains 33570 members 
Mstep: Class 23 contains 39243 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 3829 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175435 members 
Mstep: Class 28 contains 6824 members 
Mstep: Class 29 contains 9821 members 
Mstep: Class 30 contains 4644 members 
Mstep: Class 31 contains 155042 members 
Mstep: Class 32 contains 15953 members 
Entering Unmasked Estep 
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Iteration 258Q: 33 clusters Score -1.560864e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148584 members 
Mstep: Class 2 contains 4712 members 
Mstep: Class 3 contains 42728 members 
Mstep: Class 4 contains 39819 members 
Mstep: Class 5 contains 17744 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 155700 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 16270 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 20716 members 
Mstep: Class 12 contains 112043 members 
Mstep: Class 13 contains 131673 members 
Mstep: Class 14 contains 8251 members 
Mstep: Class 15 contains 96049 members 
Mstep: Class 16 contains 3090 members 
Mstep: Class 17 contains 6060 members 
Mstep: Class 18 contains 11007 members 
Mstep: Class 19 contains 50656 members 
Mstep: Class 20 contains 7848 members 
Mstep: Class 21 contains 8062 members 
Mstep: Class 22 contains 33565 members 
Mstep: Class 23 contains 39241 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 3829 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175405 members 
Mstep: Class 28 contains 6823 members 
Mstep: Class 29 contains 9822 members 
Mstep: Class 30 contains 4640 members 
Mstep: Class 31 contains 155035 members 
Mstep: Class 32 contains 15954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086448.000000 Penalty: 111997.578125
Iteration 259Q: 33 clusters Score -1.560864e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148562 members 
Mstep: Class 2 contains 4712 members 
Mstep: Class 3 contains 42789 members 
Mstep: Class 4 contains 39821 members 
Mstep: Class 5 contains 17746 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 155713 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 16270 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 20719 members 
Mstep: Class 12 contains 112058 members 
Mstep: Class 13 contains 131675 members 
Mstep: Class 14 contains 8249 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3089 members 
Mstep: Class 17 contains 6060 members 
Mstep: Class 18 contains 11004 members 
Mstep: Class 19 contains 50655 members 
Mstep: Class 20 contains 7853 members 
Mstep: Class 21 contains 8044 members 
Mstep: Class 22 contains 33562 members 
Mstep: Class 23 contains 39241 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 3829 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175373 members 
Mstep: Class 28 contains 6820 members 
Mstep: Class 29 contains 9821 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 155022 members 
Mstep: Class 32 contains 15957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086464.000000 Penalty: 111997.578125
Iteration 260F: 33 clusters Score -1.560865e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148540 members 
Mstep: Class 2 contains 4712 members 
Mstep: Class 3 contains 42834 members 
Mstep: Class 4 contains 39822 members 
Mstep: Class 5 contains 17747 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 155725 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 16273 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 20723 members 
Mstep: Class 12 contains 112071 members 
Mstep: Class 13 contains 131674 members 
Mstep: Class 14 contains 8248 members 
Mstep: Class 15 contains 96044 members 
Mstep: Class 16 contains 3087 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 11000 members 
Mstep: Class 19 contains 50653 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 8029 members 
Mstep: Class 22 contains 33561 members 
Mstep: Class 23 contains 39242 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3831 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175351 members 
Mstep: Class 28 contains 6819 members 
Mstep: Class 29 contains 9821 members 
Mstep: Class 30 contains 4632 members 
Mstep: Class 31 contains 155012 members 
Mstep: Class 32 contains 15959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086320.000000 Penalty: 111997.578125
Iteration 261Q: 33 clusters Score -1.560863e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148525 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 42875 members 
Mstep: Class 4 contains 39824 members 
Mstep: Class 5 contains 17747 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 155738 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 16276 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 20724 members 
Mstep: Class 12 contains 112082 members 
Mstep: Class 13 contains 131677 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 96042 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 10997 members 
Mstep: Class 19 contains 50650 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 8002 members 
Mstep: Class 22 contains 33557 members 
Mstep: Class 23 contains 39242 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3833 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175332 members 
Mstep: Class 28 contains 6819 members 
Mstep: Class 29 contains 9823 members 
Mstep: Class 30 contains 4628 members 
Mstep: Class 31 contains 155003 members 
Mstep: Class 32 contains 15963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086304.000000 Penalty: 111997.578125
Iteration 262Q: 33 clusters Score -1.560863e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148514 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 42918 members 
Mstep: Class 4 contains 39826 members 
Mstep: Class 5 contains 17748 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 155744 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 16279 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 20727 members 
Mstep: Class 12 contains 112095 members 
Mstep: Class 13 contains 131675 members 
Mstep: Class 14 contains 8243 members 
Mstep: Class 15 contains 96042 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 10997 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 7972 members 
Mstep: Class 22 contains 33555 members 
Mstep: Class 23 contains 39242 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175324 members 
Mstep: Class 28 contains 6819 members 
Mstep: Class 29 contains 9823 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 154980 members 
Mstep: Class 32 contains 15964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086416.000000 Penalty: 111997.578125
Iteration 263Q: 33 clusters Score -1.560864e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148494 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 42954 members 
Mstep: Class 4 contains 39833 members 
Mstep: Class 5 contains 17749 members 
Mstep: Class 6 contains 4411 members 
Mstep: Class 7 contains 155744 members 
Mstep: Class 8 contains 4212 members 
Mstep: Class 9 contains 16279 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 20731 members 
Mstep: Class 12 contains 112101 members 
Mstep: Class 13 contains 131690 members 
Mstep: Class 14 contains 8242 members 
Mstep: Class 15 contains 96041 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 10997 members 
Mstep: Class 19 contains 50650 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 7946 members 
Mstep: Class 22 contains 33552 members 
Mstep: Class 23 contains 39246 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175309 members 
Mstep: Class 28 contains 6820 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 154965 members 
Mstep: Class 32 contains 15968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086352.000000 Penalty: 111997.578125
Iteration 264Q: 33 clusters Score -1.560864e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148471 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 42982 members 
Mstep: Class 4 contains 39837 members 
Mstep: Class 5 contains 17751 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 155748 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 16281 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 20733 members 
Mstep: Class 12 contains 112103 members 
Mstep: Class 13 contains 131695 members 
Mstep: Class 14 contains 8242 members 
Mstep: Class 15 contains 96040 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 10995 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 7932 members 
Mstep: Class 22 contains 33551 members 
Mstep: Class 23 contains 39243 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175302 members 
Mstep: Class 28 contains 6817 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4627 members 
Mstep: Class 31 contains 154960 members 
Mstep: Class 32 contains 15972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086496.000000 Penalty: 111997.578125
Iteration 265Q: 33 clusters Score -1.560865e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148450 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43005 members 
Mstep: Class 4 contains 39839 members 
Mstep: Class 5 contains 17752 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 155754 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 16281 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 20734 members 
Mstep: Class 12 contains 112110 members 
Mstep: Class 13 contains 131699 members 
Mstep: Class 14 contains 8241 members 
Mstep: Class 15 contains 96040 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 10991 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 7915 members 
Mstep: Class 22 contains 33550 members 
Mstep: Class 23 contains 39241 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175302 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154955 members 
Mstep: Class 32 contains 15975 members 
Entering Unmasked Estep 
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Iteration 266Q: 33 clusters Score -1.560864e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148435 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43028 members 
Mstep: Class 4 contains 39839 members 
Mstep: Class 5 contains 17753 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 155755 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 16281 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 20735 members 
Mstep: Class 12 contains 112125 members 
Mstep: Class 13 contains 131706 members 
Mstep: Class 14 contains 8241 members 
Mstep: Class 15 contains 96040 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 10988 members 
Mstep: Class 19 contains 50649 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 7898 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 39241 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175296 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 9827 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154948 members 
Mstep: Class 32 contains 15977 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 267Q: 33 clusters Score -1.560864e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148428 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43054 members 
Mstep: Class 4 contains 39845 members 
Mstep: Class 5 contains 17751 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 155751 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 16281 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 20735 members 
Mstep: Class 12 contains 112131 members 
Mstep: Class 13 contains 131703 members 
Mstep: Class 14 contains 8241 members 
Mstep: Class 15 contains 96041 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 10986 members 
Mstep: Class 19 contains 50648 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 7875 members 
Mstep: Class 22 contains 33546 members 
Mstep: Class 23 contains 39242 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6093 members 
Mstep: Class 27 contains 175295 members 
Mstep: Class 28 contains 6820 members 
Mstep: Class 29 contains 9827 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154945 members 
Mstep: Class 32 contains 15979 members 
Entering Unmasked Estep 
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Iteration 268Q: 33 clusters Score -1.560866e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148419 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43078 members 
Mstep: Class 4 contains 39848 members 
Mstep: Class 5 contains 17750 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 155753 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 16281 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 20736 members 
Mstep: Class 12 contains 112149 members 
Mstep: Class 13 contains 131700 members 
Mstep: Class 14 contains 8241 members 
Mstep: Class 15 contains 96041 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 10983 members 
Mstep: Class 19 contains 50649 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 7864 members 
Mstep: Class 22 contains 33542 members 
Mstep: Class 23 contains 39242 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175289 members 
Mstep: Class 28 contains 6820 members 
Mstep: Class 29 contains 9826 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154935 members 
Mstep: Class 32 contains 15980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086576.000000 Penalty: 111997.578125
Iteration 269Q: 33 clusters Score -1.560866e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148407 members 
Mstep: Class 2 contains 4716 members 
Mstep: Class 3 contains 43100 members 
Mstep: Class 4 contains 39849 members 
Mstep: Class 5 contains 17750 members 
Mstep: Class 6 contains 4416 members 
Mstep: Class 7 contains 155751 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 16282 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 20736 members 
Mstep: Class 12 contains 112163 members 
Mstep: Class 13 contains 131694 members 
Mstep: Class 14 contains 8241 members 
Mstep: Class 15 contains 96041 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 6065 members 
Mstep: Class 18 contains 10978 members 
Mstep: Class 19 contains 50649 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 7861 members 
Mstep: Class 22 contains 33538 members 
Mstep: Class 23 contains 39240 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175290 members 
Mstep: Class 28 contains 6820 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154929 members 
Mstep: Class 32 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086560.000000 Penalty: 111997.578125
Iteration 270Q: 33 clusters Score -1.560866e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148394 members 
Mstep: Class 2 contains 4716 members 
Mstep: Class 3 contains 43124 members 
Mstep: Class 4 contains 39848 members 
Mstep: Class 5 contains 17750 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155752 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 16283 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 20736 members 
Mstep: Class 12 contains 112171 members 
Mstep: Class 13 contains 131695 members 
Mstep: Class 14 contains 8241 members 
Mstep: Class 15 contains 96040 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 10977 members 
Mstep: Class 19 contains 50647 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 7849 members 
Mstep: Class 22 contains 33536 members 
Mstep: Class 23 contains 39236 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175288 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154928 members 
Mstep: Class 32 contains 15985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086592.000000 Penalty: 111997.578125
Iteration 271Q: 33 clusters Score -1.560866e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148378 members 
Mstep: Class 2 contains 4716 members 
Mstep: Class 3 contains 43150 members 
Mstep: Class 4 contains 39847 members 
Mstep: Class 5 contains 17751 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 155752 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 16283 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 20735 members 
Mstep: Class 12 contains 112180 members 
Mstep: Class 13 contains 131703 members 
Mstep: Class 14 contains 8240 members 
Mstep: Class 15 contains 96040 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 10976 members 
Mstep: Class 19 contains 50646 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 7833 members 
Mstep: Class 22 contains 33537 members 
Mstep: Class 23 contains 39231 members 
Mstep: Class 24 contains 5080 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175286 members 
Mstep: Class 28 contains 6816 members 
Mstep: Class 29 contains 9826 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154925 members 
Mstep: Class 32 contains 15986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086672.000000 Penalty: 111997.578125
Iteration 272Q: 33 clusters Score -1.560867e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148361 members 
Mstep: Class 2 contains 4716 members 
Mstep: Class 3 contains 43171 members 
Mstep: Class 4 contains 39848 members 
Mstep: Class 5 contains 17752 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 155752 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 16282 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20738 members 
Mstep: Class 12 contains 112187 members 
Mstep: Class 13 contains 131703 members 
Mstep: Class 14 contains 8238 members 
Mstep: Class 15 contains 96042 members 
Mstep: Class 16 contains 3085 members 
Mstep: Class 17 contains 6060 members 
Mstep: Class 18 contains 10972 members 
Mstep: Class 19 contains 50648 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 7826 members 
Mstep: Class 22 contains 33537 members 
Mstep: Class 23 contains 39228 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175293 members 
Mstep: Class 28 contains 6812 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154921 members 
Mstep: Class 32 contains 15987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086720.000000 Penalty: 111997.578125
Iteration 273Q: 33 clusters Score -1.560867e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148352 members 
Mstep: Class 2 contains 4716 members 
Mstep: Class 3 contains 43187 members 
Mstep: Class 4 contains 39848 members 
Mstep: Class 5 contains 17752 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 155752 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 16282 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20739 members 
Mstep: Class 12 contains 112194 members 
Mstep: Class 13 contains 131697 members 
Mstep: Class 14 contains 8235 members 
Mstep: Class 15 contains 96043 members 
Mstep: Class 16 contains 3084 members 
Mstep: Class 17 contains 6057 members 
Mstep: Class 18 contains 10972 members 
Mstep: Class 19 contains 50647 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 7817 members 
Mstep: Class 22 contains 33538 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175302 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154921 members 
Mstep: Class 32 contains 15987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086784.000000 Penalty: 111997.578125
Iteration 274Q: 33 clusters Score -1.560868e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148344 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43202 members 
Mstep: Class 4 contains 39851 members 
Mstep: Class 5 contains 17752 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 155755 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 16282 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20740 members 
Mstep: Class 12 contains 112202 members 
Mstep: Class 13 contains 131694 members 
Mstep: Class 14 contains 8231 members 
Mstep: Class 15 contains 96045 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10967 members 
Mstep: Class 19 contains 50648 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 7810 members 
Mstep: Class 22 contains 33537 members 
Mstep: Class 23 contains 39223 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 175306 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154918 members 
Mstep: Class 32 contains 15988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086880.000000 Penalty: 111997.578125
Iteration 275Q: 33 clusters Score -1.560869e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148336 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43213 members 
Mstep: Class 4 contains 39855 members 
Mstep: Class 5 contains 17752 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155756 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 16282 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20740 members 
Mstep: Class 12 contains 112208 members 
Mstep: Class 13 contains 131687 members 
Mstep: Class 14 contains 8227 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10968 members 
Mstep: Class 19 contains 50649 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 7804 members 
Mstep: Class 22 contains 33537 members 
Mstep: Class 23 contains 39220 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6091 members 
Mstep: Class 27 contains 175307 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154923 members 
Mstep: Class 32 contains 15989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086848.000000 Penalty: 111997.578125
Iteration 276Q: 33 clusters Score -1.560868e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148333 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43223 members 
Mstep: Class 4 contains 39858 members 
Mstep: Class 5 contains 17752 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155754 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 16283 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20741 members 
Mstep: Class 12 contains 112220 members 
Mstep: Class 13 contains 131676 members 
Mstep: Class 14 contains 8226 members 
Mstep: Class 15 contains 96045 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10969 members 
Mstep: Class 19 contains 50650 members 
Mstep: Class 20 contains 7858 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 33537 members 
Mstep: Class 23 contains 39220 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6090 members 
Mstep: Class 27 contains 175301 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154922 members 
Mstep: Class 32 contains 15991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086816.000000 Penalty: 111997.578125
Iteration 277Q: 33 clusters Score -1.560868e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148330 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43233 members 
Mstep: Class 4 contains 39859 members 
Mstep: Class 5 contains 17753 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155756 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 16283 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20741 members 
Mstep: Class 12 contains 112228 members 
Mstep: Class 13 contains 131673 members 
Mstep: Class 14 contains 8225 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10968 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7858 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 33536 members 
Mstep: Class 23 contains 39220 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175298 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154911 members 
Mstep: Class 32 contains 15996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086864.000000 Penalty: 111997.578125
Iteration 278Q: 33 clusters Score -1.560869e+08 nChanged 46
Entering ConstructFrom: 
Score: -156086864.000000 Penalty: 111997.578125
Entering ConstructFrom: 
Trying to split cluster 1 (148329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148329 members 
Entering Unmasked Estep 
Score: -17741444.000000 Penalty: 2952.982666
	Iteration 0F: 2 clusters Score -1.774144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -17642412.000000 Penalty: 5905.965332
	Iteration 0F: 3 clusters Score -1.764241e+07 nChanged 70887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -17683970.000000 Penalty: 5905.965332
	Iteration 1F: 3 clusters Score -1.768397e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67200 members 
Mstep: Class 2 contains 81129 members 
Entering Unmasked Estep 
Score: -17685498.000000 Penalty: 5905.965332
	Iteration 2Q: 3 clusters Score -1.76855e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -17687422.000000 Penalty: 5905.965332
	Iteration 3Q: 3 clusters Score -1.768742e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -17690682.000000 Penalty: 5905.965332
	Iteration 4Q: 3 clusters Score -1.769068e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -17696088.000000 Penalty: 5905.965332
	Iteration 5F: 3 clusters Score -1.769609e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 108708 members 
Entering Unmasked Estep 
Score: -17703990.000000 Penalty: 5905.965332
	Iteration 6F: 3 clusters Score -1.770399e+07 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 119629 members 
Entering Unmasked Estep 
Score: -17713976.000000 Penalty: 5905.965332
	Iteration 7F: 3 clusters Score -1.771398e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 129627 members 
Entering Unmasked Estep 
Score: -17723214.000000 Penalty: 5905.965332
	Iteration 8F: 3 clusters Score -1.772321e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 137155 members 
Entering Unmasked Estep 
Score: -17729880.000000 Penalty: 5905.965332
	Iteration 9F: 3 clusters Score -1.772988e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 142177 members 
Entering Unmasked Estep 
Score: -17734214.000000 Penalty: 5905.965332
	Iteration 10Q: 3 clusters Score -1.773421e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 144969 members 
Entering Unmasked Estep 
Score: -17736472.000000 Penalty: 5905.965332
	Iteration 11Q: 3 clusters Score -1.773647e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 146492 members 
Entering Unmasked Estep 
Score: -17737652.000000 Penalty: 5905.965332
	Iteration 12Q: 3 clusters Score -1.773765e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 147252 members 
Entering Unmasked Estep 
Score: -17738240.000000 Penalty: 5905.965332
	Iteration 13Q: 3 clusters Score -1.773824e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 147613 members 
Entering Unmasked Estep 
Score: -17738526.000000 Penalty: 5905.965332
	Iteration 14Q: 3 clusters Score -1.773853e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 147789 members 
Entering Unmasked Estep 
Score: -17738686.000000 Penalty: 5905.965332
	Iteration 15Q: 3 clusters Score -1.773869e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 147869 members 
Entering Unmasked Estep 
Score: -17738778.000000 Penalty: 5905.965332
	Iteration 16Q: 3 clusters Score -1.773878e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 147917 members 
Entering Unmasked Estep 
Score: -17738840.000000 Penalty: 5905.965332
	Iteration 17Q: 3 clusters Score -1.773884e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 147937 members 
Entering Unmasked Estep 
Score: -17738854.000000 Penalty: 5905.965332
	Iteration 18Q: 3 clusters Score -1.773885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 147946 members 
Entering Unmasked Estep 
Score: -17738866.000000 Penalty: 5905.965332
	Iteration 19Q: 3 clusters Score -1.773887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 147956 members 
Entering Unmasked Estep 
Score: -17738874.000000 Penalty: 5905.965332
	Iteration 20F: 3 clusters Score -1.773887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
Score: -17738888.000000 Penalty: 5905.965332
	Iteration 21Q: 3 clusters Score -1.773889e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 147970 members 
Entering Unmasked Estep 
Score: -17738892.000000 Penalty: 5905.965332
	Iteration 22Q: 3 clusters Score -1.773889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 147980 members 
Entering Unmasked Estep 
Score: -17738904.000000 Penalty: 5905.965332
	Iteration 23Q: 3 clusters Score -1.77389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 147992 members 
Entering Unmasked Estep 
Score: -17738916.000000 Penalty: 5905.965332
	Iteration 24Q: 3 clusters Score -1.773892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 147997 members 
Entering Unmasked Estep 
Score: -17738920.000000 Penalty: 5905.965332
	Iteration 25Q: 3 clusters Score -1.773892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 148000 members 
Entering Unmasked Estep 
Score: -17738940.000000 Penalty: 5905.965332
	Iteration 26Q: 3 clusters Score -1.773894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 148001 members 
Entering Unmasked Estep 
Score: -17738940.000000 Penalty: 5905.965332
	Iteration 27Q: 3 clusters Score -1.773894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 148001 members 
Entering Unmasked Estep 
Score: -17738940.000000 Penalty: 5905.965332
	Iteration 28F: 3 clusters Score -1.773894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -552763.937500 Penalty: 2097.708984
	Iteration 0F: 2 clusters Score -552763.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -548471.875000 Penalty: 4195.417969
	Iteration 0F: 3 clusters Score -548471.9 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -549499.937500 Penalty: 4195.417969
	Iteration 1F: 3 clusters Score -549499.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -549715.750000 Penalty: 4195.417969
	Iteration 2F: 3 clusters Score -549715.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -549861.687500 Penalty: 4195.417969
	Iteration 3F: 3 clusters Score -549861.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -549947.812500 Penalty: 4195.417969
	Iteration 4Q: 3 clusters Score -549947.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -550017.312500 Penalty: 4195.417969
	Iteration 5Q: 3 clusters Score -550017.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -550079.687500 Penalty: 4195.417969
	Iteration 6Q: 3 clusters Score -550079.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -550126.750000 Penalty: 4195.417969
	Iteration 7Q: 3 clusters Score -550126.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -550171.000000 Penalty: 4195.417969
	Iteration 8Q: 3 clusters Score -550171 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -550206.125000 Penalty: 4195.417969
	Iteration 9Q: 3 clusters Score -550206.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -550232.562500 Penalty: 4195.417969
	Iteration 10Q: 3 clusters Score -550232.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -550259.312500 Penalty: 4195.417969
	Iteration 11Q: 3 clusters Score -550259.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -550292.125000 Penalty: 4195.417969
	Iteration 12Q: 3 clusters Score -550292.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -550327.187500 Penalty: 4195.417969
	Iteration 13Q: 3 clusters Score -550327.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -550364.250000 Penalty: 4195.417969
	Iteration 14Q: 3 clusters Score -550364.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -550395.312500 Penalty: 4195.417969
	Iteration 15Q: 3 clusters Score -550395.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -550427.000000 Penalty: 4195.417969
	Iteration 16Q: 3 clusters Score -550427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -550456.125000 Penalty: 4195.417969
	Iteration 17Q: 3 clusters Score -550456.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -550483.125000 Penalty: 4195.417969
	Iteration 18Q: 3 clusters Score -550483.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -550507.125000 Penalty: 4195.417969
	Iteration 19Q: 3 clusters Score -550507.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -550531.000000 Penalty: 4195.417969
	Iteration 20F: 3 clusters Score -550531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -550555.750000 Penalty: 4195.417969
	Iteration 21Q: 3 clusters Score -550555.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -550579.750000 Penalty: 4195.417969
	Iteration 22Q: 3 clusters Score -550579.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -550609.125000 Penalty: 4195.417969
	Iteration 23Q: 3 clusters Score -550609.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -550639.375000 Penalty: 4195.417969
	Iteration 24Q: 3 clusters Score -550639.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -550681.937500 Penalty: 4195.417969
	Iteration 25Q: 3 clusters Score -550681.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -550715.500000 Penalty: 4195.417969
	Iteration 26Q: 3 clusters Score -550715.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -550739.062500 Penalty: 4195.417969
	Iteration 27Q: 3 clusters Score -550739.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -550763.250000 Penalty: 4195.417969
	Iteration 28Q: 3 clusters Score -550763.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -550785.625000 Penalty: 4195.417969
	Iteration 29Q: 3 clusters Score -550785.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -550816.187500 Penalty: 4195.417969
	Iteration 30Q: 3 clusters Score -550816.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -550841.312500 Penalty: 4195.417969
	Iteration 31Q: 3 clusters Score -550841.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -550859.812500 Penalty: 4195.417969
	Iteration 32Q: 3 clusters Score -550859.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -550875.812500 Penalty: 4195.417969
	Iteration 33Q: 3 clusters Score -550875.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -550884.437500 Penalty: 4195.417969
	Iteration 34Q: 3 clusters Score -550884.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -550893.687500 Penalty: 4195.417969
	Iteration 35Q: 3 clusters Score -550893.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -550902.250000 Penalty: 4195.417969
	Iteration 36Q: 3 clusters Score -550902.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -550910.000000 Penalty: 4195.417969
	Iteration 37Q: 3 clusters Score -550910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -550912.250000 Penalty: 4195.417969
	Iteration 38Q: 3 clusters Score -550912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -550914.750000 Penalty: 4195.417969
	Iteration 39Q: 3 clusters Score -550914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -550916.187500 Penalty: 4195.417969
	Iteration 40F: 3 clusters Score -550916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -550917.437500 Penalty: 4195.417969
	Iteration 41Q: 3 clusters Score -550917.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -550920.187500 Penalty: 4195.417969
	Iteration 42Q: 3 clusters Score -550920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -550922.812500 Penalty: 4195.417969
	Iteration 43Q: 3 clusters Score -550922.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -550925.187500 Penalty: 4195.417969
	Iteration 44Q: 3 clusters Score -550925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -550926.062500 Penalty: 4195.417969
	Iteration 45Q: 3 clusters Score -550926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -550926.500000 Penalty: 4195.417969
	Iteration 46Q: 3 clusters Score -550926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -550928.687500 Penalty: 4195.417969
	Iteration 47Q: 3 clusters Score -550928.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -550929.000000 Penalty: 4195.417969
	Iteration 48Q: 3 clusters Score -550929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -550930.125000 Penalty: 4195.417969
	Iteration 49Q: 3 clusters Score -550930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -550930.125000 Penalty: 4195.417969
	Iteration 50F: 3 clusters Score -550930.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Entering Unmasked Estep 
Score: -5141826.000000 Penalty: 2647.287109
	Iteration 0F: 2 clusters Score -5141826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -5112704.000000 Penalty: 5294.574219
	Iteration 0F: 3 clusters Score -5112704 nChanged 19782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -5123245.500000 Penalty: 5294.574219
	Iteration 1F: 3 clusters Score -5123246 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -5123659.500000 Penalty: 5294.574219
	Iteration 2Q: 3 clusters Score -5123660 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -5124099.000000 Penalty: 5294.574219
	Iteration 3Q: 3 clusters Score -5124099 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -5124473.500000 Penalty: 5294.574219
	Iteration 4Q: 3 clusters Score -5124474 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -5124866.000000 Penalty: 5294.574219
	Iteration 5Q: 3 clusters Score -5124866 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -5125332.500000 Penalty: 5294.574219
	Iteration 6Q: 3 clusters Score -5125332 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -5125985.000000 Penalty: 5294.574219
	Iteration 7Q: 3 clusters Score -5125985 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -5126910.500000 Penalty: 5294.574219
	Iteration 8Q: 3 clusters Score -5126910 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -5128341.500000 Penalty: 5294.574219
	Iteration 9F: 3 clusters Score -5128342 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -5130214.000000 Penalty: 5294.574219
	Iteration 10F: 3 clusters Score -5130214 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -5132164.000000 Penalty: 5294.574219
	Iteration 11F: 3 clusters Score -5132164 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -5133817.500000 Penalty: 5294.574219
	Iteration 12Q: 3 clusters Score -5133818 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -5134957.000000 Penalty: 5294.574219
	Iteration 13Q: 3 clusters Score -5134957 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -5135801.000000 Penalty: 5294.574219
	Iteration 14Q: 3 clusters Score -5135801 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -5136452.000000 Penalty: 5294.574219
	Iteration 15Q: 3 clusters Score -5136452 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -5136975.500000 Penalty: 5294.574219
	Iteration 16Q: 3 clusters Score -5136976 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -5137410.500000 Penalty: 5294.574219
	Iteration 17Q: 3 clusters Score -5137410 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -5137836.500000 Penalty: 5294.574219
	Iteration 18Q: 3 clusters Score -5137836 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -5138143.500000 Penalty: 5294.574219
	Iteration 19Q: 3 clusters Score -5138144 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -5138381.500000 Penalty: 5294.574219
	Iteration 20F: 3 clusters Score -5138382 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -5138544.000000 Penalty: 5294.574219
	Iteration 21Q: 3 clusters Score -5138544 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -5138665.500000 Penalty: 5294.574219
	Iteration 22Q: 3 clusters Score -5138666 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -5138756.000000 Penalty: 5294.574219
	Iteration 23Q: 3 clusters Score -5138756 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -5138831.000000 Penalty: 5294.574219
	Iteration 24Q: 3 clusters Score -5138831 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -5138897.500000 Penalty: 5294.574219
	Iteration 25Q: 3 clusters Score -5138898 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -5138956.500000 Penalty: 5294.574219
	Iteration 26Q: 3 clusters Score -5138956 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5139011.500000 Penalty: 5294.574219
	Iteration 27Q: 3 clusters Score -5139012 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -5139085.000000 Penalty: 5294.574219
	Iteration 28Q: 3 clusters Score -5139085 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -5139145.500000 Penalty: 5294.574219
	Iteration 29Q: 3 clusters Score -5139146 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -5139186.500000 Penalty: 5294.574219
	Iteration 30Q: 3 clusters Score -5139186 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -5139228.000000 Penalty: 5294.574219
	Iteration 31Q: 3 clusters Score -5139228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -5139251.500000 Penalty: 5294.574219
	Iteration 32Q: 3 clusters Score -5139252 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -5139277.000000 Penalty: 5294.574219
	Iteration 33Q: 3 clusters Score -5139277 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -5139304.500000 Penalty: 5294.574219
	Iteration 34Q: 3 clusters Score -5139304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -5139317.000000 Penalty: 5294.574219
	Iteration 35Q: 3 clusters Score -5139317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -5139339.500000 Penalty: 5294.574219
	Iteration 36Q: 3 clusters Score -5139340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5139344.500000 Penalty: 5294.574219
	Iteration 37Q: 3 clusters Score -5139344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -5139359.000000 Penalty: 5294.574219
	Iteration 38Q: 3 clusters Score -5139359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -5139370.500000 Penalty: 5294.574219
	Iteration 39Q: 3 clusters Score -5139370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -5139379.000000 Penalty: 5294.574219
	Iteration 40F: 3 clusters Score -5139379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -5139399.500000 Penalty: 5294.574219
	Iteration 41Q: 3 clusters Score -5139400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -5139402.500000 Penalty: 5294.574219
	Iteration 42Q: 3 clusters Score -5139402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -5139408.000000 Penalty: 5294.574219
	Iteration 43Q: 3 clusters Score -5139408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -5139415.500000 Penalty: 5294.574219
	Iteration 44Q: 3 clusters Score -5139416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -5139420.000000 Penalty: 5294.574219
	Iteration 45Q: 3 clusters Score -5139420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -5139430.500000 Penalty: 5294.574219
	Iteration 46Q: 3 clusters Score -5139430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -5139425.000000 Penalty: 5294.574219
	Iteration 47Q: 3 clusters Score -5139425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5139430.500000 Penalty: 5294.574219
	Iteration 48Q: 3 clusters Score -5139430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -5139434.500000 Penalty: 5294.574219
	Iteration 49Q: 3 clusters Score -5139434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -5139447.500000 Penalty: 5294.574219
	Iteration 50Q: 3 clusters Score -5139448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -5139458.500000 Penalty: 5294.574219
	Iteration 51Q: 3 clusters Score -5139458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -5139466.000000 Penalty: 5294.574219
	Iteration 52Q: 3 clusters Score -5139466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -5139467.500000 Penalty: 5294.574219
	Iteration 53Q: 3 clusters Score -5139468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -5139470.000000 Penalty: 5294.574219
	Iteration 54Q: 3 clusters Score -5139470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -5139484.500000 Penalty: 5294.574219
	Iteration 55Q: 3 clusters Score -5139484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -5139491.500000 Penalty: 5294.574219
	Iteration 56Q: 3 clusters Score -5139492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -5139490.000000 Penalty: 5294.574219
	Iteration 57Q: 3 clusters Score -5139490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5139497.000000 Penalty: 5294.574219
	Iteration 58Q: 3 clusters Score -5139497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -5139503.500000 Penalty: 5294.574219
	Iteration 59Q: 3 clusters Score -5139504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -5139515.000000 Penalty: 5294.574219
	Iteration 60F: 3 clusters Score -5139515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5139513.500000 Penalty: 5294.574219
	Iteration 61Q: 3 clusters Score -5139514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -5139511.000000 Penalty: 5294.574219
	Iteration 62Q: 3 clusters Score -5139511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -5139515.500000 Penalty: 5294.574219
	Iteration 63Q: 3 clusters Score -5139516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -5139515.000000 Penalty: 5294.574219
	Iteration 64Q: 3 clusters Score -5139515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -5139515.000000 Penalty: 5294.574219
	Iteration 65F: 3 clusters Score -5139515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Entering Unmasked Estep 
Score: -4784036.500000 Penalty: 2627.089600
	Iteration 0F: 2 clusters Score -4784036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4756946.000000 Penalty: 5254.179199
	Iteration 0F: 3 clusters Score -4756946 nChanged 18219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4767017.000000 Penalty: 5254.179199
	Iteration 1F: 3 clusters Score -4767017 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -4767469.000000 Penalty: 5254.179199
	Iteration 2Q: 3 clusters Score -4767469 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -4767945.500000 Penalty: 5254.179199
	Iteration 3Q: 3 clusters Score -4767946 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -4768366.000000 Penalty: 5254.179199
	Iteration 4Q: 3 clusters Score -4768366 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4768875.500000 Penalty: 5254.179199
	Iteration 5Q: 3 clusters Score -4768876 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4769560.500000 Penalty: 5254.179199
	Iteration 6Q: 3 clusters Score -4769560 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -4770497.000000 Penalty: 5254.179199
	Iteration 7Q: 3 clusters Score -4770497 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -4771967.000000 Penalty: 5254.179199
	Iteration 8F: 3 clusters Score -4771967 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -4773932.500000 Penalty: 5254.179199
	Iteration 9F: 3 clusters Score -4773932 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -4776252.500000 Penalty: 5254.179199
	Iteration 10F: 3 clusters Score -4776252 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -4778367.000000 Penalty: 5254.179199
	Iteration 11F: 3 clusters Score -4778367 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4779876.500000 Penalty: 5254.179199
	Iteration 12Q: 3 clusters Score -4779876 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4780762.000000 Penalty: 5254.179199
	Iteration 13Q: 3 clusters Score -4780762 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4781297.000000 Penalty: 5254.179199
	Iteration 14Q: 3 clusters Score -4781297 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4781551.000000 Penalty: 5254.179199
	Iteration 15Q: 3 clusters Score -4781551 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4781712.000000 Penalty: 5254.179199
	Iteration 16Q: 3 clusters Score -4781712 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4781773.000000 Penalty: 5254.179199
	Iteration 17Q: 3 clusters Score -4781773 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4781810.000000 Penalty: 5254.179199
	Iteration 18Q: 3 clusters Score -4781810 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4781844.000000 Penalty: 5254.179199
	Iteration 19Q: 3 clusters Score -4781844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4781866.500000 Penalty: 5254.179199
	Iteration 20F: 3 clusters Score -4781866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4781885.000000 Penalty: 5254.179199
	Iteration 21Q: 3 clusters Score -4781885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4781887.500000 Penalty: 5254.179199
	Iteration 22Q: 3 clusters Score -4781888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4781895.000000 Penalty: 5254.179199
	Iteration 23Q: 3 clusters Score -4781895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4781905.000000 Penalty: 5254.179199
	Iteration 24Q: 3 clusters Score -4781905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4781905.000000 Penalty: 5254.179199
	Iteration 25Q: 3 clusters Score -4781905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4781912.500000 Penalty: 5254.179199
	Iteration 26Q: 3 clusters Score -4781912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4781911.500000 Penalty: 5254.179199
	Iteration 27Q: 3 clusters Score -4781912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4781911.000000 Penalty: 5254.179199
	Iteration 28Q: 3 clusters Score -4781911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4781910.500000 Penalty: 5254.179199
	Iteration 29Q: 3 clusters Score -4781910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4781918.500000 Penalty: 5254.179199
	Iteration 30Q: 3 clusters Score -4781918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4781924.500000 Penalty: 5254.179199
	Iteration 31Q: 3 clusters Score -4781924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4781929.000000 Penalty: 5254.179199
	Iteration 32Q: 3 clusters Score -4781929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4781928.000000 Penalty: 5254.179199
	Iteration 33Q: 3 clusters Score -4781928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4781929.000000 Penalty: 5254.179199
	Iteration 34Q: 3 clusters Score -4781929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4781929.000000 Penalty: 5254.179199
	Iteration 35F: 3 clusters Score -4781929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Entering Unmasked Estep 
Score: -2090517.750000 Penalty: 2426.522705
	Iteration 0F: 2 clusters Score -2090518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2077847.375000 Penalty: 4853.045410
	Iteration 0F: 3 clusters Score -2077847 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2082137.000000 Penalty: 4853.045410
	Iteration 1F: 3 clusters Score -2082137 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2082606.625000 Penalty: 4853.045410
	Iteration 2F: 3 clusters Score -2082607 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2083006.875000 Penalty: 4853.045410
	Iteration 3F: 3 clusters Score -2083007 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2083402.000000 Penalty: 4853.045410
	Iteration 4Q: 3 clusters Score -2083402 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2083865.250000 Penalty: 4853.045410
	Iteration 5Q: 3 clusters Score -2083865 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2084377.250000 Penalty: 4853.045410
	Iteration 6Q: 3 clusters Score -2084377 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2084948.250000 Penalty: 4853.045410
	Iteration 7Q: 3 clusters Score -2084948 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2085680.375000 Penalty: 4853.045410
	Iteration 8F: 3 clusters Score -2085680 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2086477.625000 Penalty: 4853.045410
	Iteration 9F: 3 clusters Score -2086478 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2087253.625000 Penalty: 4853.045410
	Iteration 10F: 3 clusters Score -2087254 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2087903.875000 Penalty: 4853.045410
	Iteration 11Q: 3 clusters Score -2087904 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2088344.875000 Penalty: 4853.045410
	Iteration 12Q: 3 clusters Score -2088345 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2088628.375000 Penalty: 4853.045410
	Iteration 13Q: 3 clusters Score -2088628 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2088791.125000 Penalty: 4853.045410
	Iteration 14Q: 3 clusters Score -2088791 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2088895.875000 Penalty: 4853.045410
	Iteration 15Q: 3 clusters Score -2088896 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2088957.750000 Penalty: 4853.045410
	Iteration 16Q: 3 clusters Score -2088958 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2088991.750000 Penalty: 4853.045410
	Iteration 17Q: 3 clusters Score -2088992 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2089017.500000 Penalty: 4853.045410
	Iteration 18Q: 3 clusters Score -2089018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2089034.250000 Penalty: 4853.045410
	Iteration 19Q: 3 clusters Score -2089034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2089040.750000 Penalty: 4853.045410
	Iteration 20F: 3 clusters Score -2089041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2089044.000000 Penalty: 4853.045410
	Iteration 21Q: 3 clusters Score -2089044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2089047.500000 Penalty: 4853.045410
	Iteration 22Q: 3 clusters Score -2089048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2089050.750000 Penalty: 4853.045410
	Iteration 23Q: 3 clusters Score -2089051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2089053.250000 Penalty: 4853.045410
	Iteration 24Q: 3 clusters Score -2089053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2089059.250000 Penalty: 4853.045410
	Iteration 25Q: 3 clusters Score -2089059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2089058.875000 Penalty: 4853.045410
	Iteration 26Q: 3 clusters Score -2089059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2089055.500000 Penalty: 4853.045410
	Iteration 27Q: 3 clusters Score -2089056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2089057.375000 Penalty: 4853.045410
	Iteration 28Q: 3 clusters Score -2089057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2089059.500000 Penalty: 4853.045410
	Iteration 29Q: 3 clusters Score -2089060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2089062.875000 Penalty: 4853.045410
	Iteration 30Q: 3 clusters Score -2089063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2089062.625000 Penalty: 4853.045410
	Iteration 31Q: 3 clusters Score -2089063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2089061.500000 Penalty: 4853.045410
	Iteration 32Q: 3 clusters Score -2089062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2089063.000000 Penalty: 4853.045410
	Iteration 33Q: 3 clusters Score -2089063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2089062.750000 Penalty: 4853.045410
	Iteration 34Q: 3 clusters Score -2089063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2089061.000000 Penalty: 4853.045410
	Iteration 35Q: 3 clusters Score -2089061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2089062.000000 Penalty: 4853.045410
	Iteration 36Q: 3 clusters Score -2089062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2089062.000000 Penalty: 4853.045410
	Iteration 37Q: 3 clusters Score -2089062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2089063.250000 Penalty: 4853.045410
	Iteration 38Q: 3 clusters Score -2089063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2089064.250000 Penalty: 4853.045410
	Iteration 39Q: 3 clusters Score -2089064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2089063.000000 Penalty: 4853.045410
	Iteration 40F: 3 clusters Score -2089063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2089065.500000 Penalty: 4853.045410
	Iteration 41Q: 3 clusters Score -2089066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2089061.750000 Penalty: 4853.045410
	Iteration 42Q: 3 clusters Score -2089062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2089061.750000 Penalty: 4853.045410
	Iteration 43F: 3 clusters Score -2089062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Entering Unmasked Estep 
Score: -515334.625000 Penalty: 2081.573730
	Iteration 0F: 2 clusters Score -515334.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -511123.250000 Penalty: 4163.147461
	Iteration 0F: 3 clusters Score -511123.2 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -512095.500000 Penalty: 4163.147461
	Iteration 1F: 3 clusters Score -512095.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -512310.656250 Penalty: 4163.147461
	Iteration 2F: 3 clusters Score -512310.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -512451.281250 Penalty: 4163.147461
	Iteration 3F: 3 clusters Score -512451.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -512547.500000 Penalty: 4163.147461
	Iteration 4Q: 3 clusters Score -512547.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -512623.812500 Penalty: 4163.147461
	Iteration 5Q: 3 clusters Score -512623.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -512667.468750 Penalty: 4163.147461
	Iteration 6Q: 3 clusters Score -512667.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -512703.093750 Penalty: 4163.147461
	Iteration 7Q: 3 clusters Score -512703.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -512729.031250 Penalty: 4163.147461
	Iteration 8Q: 3 clusters Score -512729 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -512747.625000 Penalty: 4163.147461
	Iteration 9Q: 3 clusters Score -512747.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -512763.968750 Penalty: 4163.147461
	Iteration 10Q: 3 clusters Score -512764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -512779.687500 Penalty: 4163.147461
	Iteration 11Q: 3 clusters Score -512779.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -512797.156250 Penalty: 4163.147461
	Iteration 12Q: 3 clusters Score -512797.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -512813.281250 Penalty: 4163.147461
	Iteration 13Q: 3 clusters Score -512813.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -512827.593750 Penalty: 4163.147461
	Iteration 14Q: 3 clusters Score -512827.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -512842.000000 Penalty: 4163.147461
	Iteration 15Q: 3 clusters Score -512842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -512858.593750 Penalty: 4163.147461
	Iteration 16Q: 3 clusters Score -512858.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -512880.281250 Penalty: 4163.147461
	Iteration 17Q: 3 clusters Score -512880.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -512907.875000 Penalty: 4163.147461
	Iteration 18Q: 3 clusters Score -512907.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -512939.593750 Penalty: 4163.147461
	Iteration 19Q: 3 clusters Score -512939.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -512974.593750 Penalty: 4163.147461
	Iteration 20F: 3 clusters Score -512974.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -513018.125000 Penalty: 4163.147461
	Iteration 21Q: 3 clusters Score -513018.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -513062.281250 Penalty: 4163.147461
	Iteration 22Q: 3 clusters Score -513062.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -513107.875000 Penalty: 4163.147461
	Iteration 23Q: 3 clusters Score -513107.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -513162.500000 Penalty: 4163.147461
	Iteration 24Q: 3 clusters Score -513162.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -513221.875000 Penalty: 4163.147461
	Iteration 25Q: 3 clusters Score -513221.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -513279.687500 Penalty: 4163.147461
	Iteration 26Q: 3 clusters Score -513279.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -513342.531250 Penalty: 4163.147461
	Iteration 27Q: 3 clusters Score -513342.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -513389.531250 Penalty: 4163.147461
	Iteration 28Q: 3 clusters Score -513389.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -513419.875000 Penalty: 4163.147461
	Iteration 29Q: 3 clusters Score -513419.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -513441.937500 Penalty: 4163.147461
	Iteration 30Q: 3 clusters Score -513441.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -513453.406250 Penalty: 4163.147461
	Iteration 31Q: 3 clusters Score -513453.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -513467.906250 Penalty: 4163.147461
	Iteration 32Q: 3 clusters Score -513467.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -513485.281250 Penalty: 4163.147461
	Iteration 33Q: 3 clusters Score -513485.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -513506.000000 Penalty: 4163.147461
	Iteration 34Q: 3 clusters Score -513506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -513525.125000 Penalty: 4163.147461
	Iteration 35Q: 3 clusters Score -513525.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -513537.250000 Penalty: 4163.147461
	Iteration 36Q: 3 clusters Score -513537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -513545.593750 Penalty: 4163.147461
	Iteration 37Q: 3 clusters Score -513545.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -513549.843750 Penalty: 4163.147461
	Iteration 38Q: 3 clusters Score -513549.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -513555.093750 Penalty: 4163.147461
	Iteration 39Q: 3 clusters Score -513555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -513557.156250 Penalty: 4163.147461
	Iteration 40F: 3 clusters Score -513557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -513560.718750 Penalty: 4163.147461
	Iteration 41Q: 3 clusters Score -513560.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -513560.718750 Penalty: 4163.147461
	Iteration 42F: 3 clusters Score -513560.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (155757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155757 members 
Entering Unmasked Estep 
Score: -18574282.000000 Penalty: 2965.101074
	Iteration 0F: 2 clusters Score -1.857428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -18469794.000000 Penalty: 5930.202148
	Iteration 0F: 3 clusters Score -1.846979e+07 nChanged 74768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
Score: -18514070.000000 Penalty: 5930.202148
	Iteration 1F: 3 clusters Score -1.851407e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72736 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -18515412.000000 Penalty: 5930.202148
	Iteration 2Q: 3 clusters Score -1.851541e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 86228 members 
Entering Unmasked Estep 
Score: -18517078.000000 Penalty: 5930.202148
	Iteration 3Q: 3 clusters Score -1.851708e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 91178 members 
Entering Unmasked Estep 
Score: -18519792.000000 Penalty: 5930.202148
	Iteration 4Q: 3 clusters Score -1.851979e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 98329 members 
Entering Unmasked Estep 
Score: -18524298.000000 Penalty: 5930.202148
	Iteration 5F: 3 clusters Score -1.85243e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 107962 members 
Entering Unmasked Estep 
Score: -18532072.000000 Penalty: 5930.202148
	Iteration 6F: 3 clusters Score -1.853207e+07 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 119591 members 
Entering Unmasked Estep 
Score: -18542624.000000 Penalty: 5930.202148
	Iteration 7F: 3 clusters Score -1.854262e+07 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 130760 members 
Entering Unmasked Estep 
Score: -18553518.000000 Penalty: 5930.202148
	Iteration 8F: 3 clusters Score -1.855352e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 138896 members 
Entering Unmasked Estep 
Score: -18562136.000000 Penalty: 5930.202148
	Iteration 9F: 3 clusters Score -1.856214e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 143295 members 
Entering Unmasked Estep 
Score: -18567486.000000 Penalty: 5930.202148
	Iteration 10Q: 3 clusters Score -1.856749e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 145283 members 
Entering Unmasked Estep 
Score: -18569916.000000 Penalty: 5930.202148
	Iteration 11Q: 3 clusters Score -1.856992e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 146295 members 
Entering Unmasked Estep 
Score: -18570922.000000 Penalty: 5930.202148
	Iteration 12Q: 3 clusters Score -1.857092e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 147016 members 
Entering Unmasked Estep 
Score: -18571412.000000 Penalty: 5930.202148
	Iteration 13Q: 3 clusters Score -1.857141e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 147579 members 
Entering Unmasked Estep 
Score: -18571630.000000 Penalty: 5930.202148
	Iteration 14Q: 3 clusters Score -1.857163e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 148009 members 
Entering Unmasked Estep 
Score: -18571778.000000 Penalty: 5930.202148
	Iteration 15Q: 3 clusters Score -1.857178e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 148370 members 
Entering Unmasked Estep 
Score: -18571826.000000 Penalty: 5930.202148
	Iteration 16Q: 3 clusters Score -1.857183e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 148665 members 
Entering Unmasked Estep 
Score: -18571874.000000 Penalty: 5930.202148
	Iteration 17Q: 3 clusters Score -1.857187e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 148917 members 
Entering Unmasked Estep 
Score: -18571874.000000 Penalty: 5930.202148
	Iteration 18Q: 3 clusters Score -1.857187e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 149124 members 
Entering Unmasked Estep 
Score: -18571962.000000 Penalty: 5930.202148
	Iteration 19Q: 3 clusters Score -1.857196e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 149313 members 
Entering Unmasked Estep 
Score: -18571996.000000 Penalty: 5930.202148
	Iteration 20F: 3 clusters Score -1.8572e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 149501 members 
Entering Unmasked Estep 
Score: -18572092.000000 Penalty: 5930.202148
	Iteration 21Q: 3 clusters Score -1.857209e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 149675 members 
Entering Unmasked Estep 
Score: -18572106.000000 Penalty: 5930.202148
	Iteration 22Q: 3 clusters Score -1.857211e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 149849 members 
Entering Unmasked Estep 
Score: -18572118.000000 Penalty: 5930.202148
	Iteration 23Q: 3 clusters Score -1.857212e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 149989 members 
Entering Unmasked Estep 
Score: -18572108.000000 Penalty: 5930.202148
	Iteration 24Q: 3 clusters Score -1.857211e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 150122 members 
Entering Unmasked Estep 
Score: -18572156.000000 Penalty: 5930.202148
	Iteration 25Q: 3 clusters Score -1.857216e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 150252 members 
Entering Unmasked Estep 
Score: -18572194.000000 Penalty: 5930.202148
	Iteration 26Q: 3 clusters Score -1.857219e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 150361 members 
Entering Unmasked Estep 
Score: -18572208.000000 Penalty: 5930.202148
	Iteration 27Q: 3 clusters Score -1.857221e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 150479 members 
Entering Unmasked Estep 
Score: -18572218.000000 Penalty: 5930.202148
	Iteration 28Q: 3 clusters Score -1.857222e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 150593 members 
Entering Unmasked Estep 
Score: -18572214.000000 Penalty: 5930.202148
	Iteration 29Q: 3 clusters Score -1.857221e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 150696 members 
Entering Unmasked Estep 
Score: -18572242.000000 Penalty: 5930.202148
	Iteration 30Q: 3 clusters Score -1.857224e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 150784 members 
Entering Unmasked Estep 
Score: -18572258.000000 Penalty: 5930.202148
	Iteration 31Q: 3 clusters Score -1.857226e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 150869 members 
Entering Unmasked Estep 
Score: -18572278.000000 Penalty: 5930.202148
	Iteration 32Q: 3 clusters Score -1.857228e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 150942 members 
Entering Unmasked Estep 
Score: -18572316.000000 Penalty: 5930.202148
	Iteration 33Q: 3 clusters Score -1.857232e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 150995 members 
Entering Unmasked Estep 
Score: -18572292.000000 Penalty: 5930.202148
	Iteration 34Q: 3 clusters Score -1.857229e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 151042 members 
Entering Unmasked Estep 
Score: -18572312.000000 Penalty: 5930.202148
	Iteration 35Q: 3 clusters Score -1.857231e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 151098 members 
Entering Unmasked Estep 
Score: -18572328.000000 Penalty: 5930.202148
	Iteration 36Q: 3 clusters Score -1.857233e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 151153 members 
Entering Unmasked Estep 
Score: -18572352.000000 Penalty: 5930.202148
	Iteration 37Q: 3 clusters Score -1.857235e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 151214 members 
Entering Unmasked Estep 
Score: -18572348.000000 Penalty: 5930.202148
	Iteration 38Q: 3 clusters Score -1.857235e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 151267 members 
Entering Unmasked Estep 
Score: -18572338.000000 Penalty: 5930.202148
	Iteration 39Q: 3 clusters Score -1.857234e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 151326 members 
Entering Unmasked Estep 
Score: -18572348.000000 Penalty: 5930.202148
	Iteration 40F: 3 clusters Score -1.857235e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 151391 members 
Entering Unmasked Estep 
Score: -18572318.000000 Penalty: 5930.202148
	Iteration 41Q: 3 clusters Score -1.857232e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 151431 members 
Entering Unmasked Estep 
Score: -18572306.000000 Penalty: 5930.202148
	Iteration 42Q: 3 clusters Score -1.857231e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 151467 members 
Entering Unmasked Estep 
Score: -18572340.000000 Penalty: 5930.202148
	Iteration 43Q: 3 clusters Score -1.857234e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 151508 members 
Entering Unmasked Estep 
Score: -18572342.000000 Penalty: 5930.202148
	Iteration 44Q: 3 clusters Score -1.857234e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 151550 members 
Entering Unmasked Estep 
Score: -18572366.000000 Penalty: 5930.202148
	Iteration 45Q: 3 clusters Score -1.857237e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 151590 members 
Entering Unmasked Estep 
Score: -18572350.000000 Penalty: 5930.202148
	Iteration 46Q: 3 clusters Score -1.857235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 151624 members 
Entering Unmasked Estep 
Score: -18572362.000000 Penalty: 5930.202148
	Iteration 47Q: 3 clusters Score -1.857236e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 151653 members 
Entering Unmasked Estep 
Score: -18572352.000000 Penalty: 5930.202148
	Iteration 48Q: 3 clusters Score -1.857235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 151678 members 
Entering Unmasked Estep 
Score: -18572316.000000 Penalty: 5930.202148
	Iteration 49Q: 3 clusters Score -1.857232e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 151697 members 
Entering Unmasked Estep 
Score: -18572320.000000 Penalty: 5930.202148
	Iteration 50Q: 3 clusters Score -1.857232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 151713 members 
Entering Unmasked Estep 
Score: -18572328.000000 Penalty: 5930.202148
	Iteration 51Q: 3 clusters Score -1.857233e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 151741 members 
Entering Unmasked Estep 
Score: -18572336.000000 Penalty: 5930.202148
	Iteration 52Q: 3 clusters Score -1.857234e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 151770 members 
Entering Unmasked Estep 
Score: -18572356.000000 Penalty: 5930.202148
	Iteration 53Q: 3 clusters Score -1.857236e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 151799 members 
Entering Unmasked Estep 
Score: -18572372.000000 Penalty: 5930.202148
	Iteration 54Q: 3 clusters Score -1.857237e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 151830 members 
Entering Unmasked Estep 
Score: -18572412.000000 Penalty: 5930.202148
	Iteration 55Q: 3 clusters Score -1.857241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 151852 members 
Entering Unmasked Estep 
Score: -18572410.000000 Penalty: 5930.202148
	Iteration 56Q: 3 clusters Score -1.857241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 151876 members 
Entering Unmasked Estep 
Score: -18572394.000000 Penalty: 5930.202148
	Iteration 57Q: 3 clusters Score -1.857239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 151893 members 
Entering Unmasked Estep 
Score: -18572394.000000 Penalty: 5930.202148
	Iteration 58Q: 3 clusters Score -1.857239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 151912 members 
Entering Unmasked Estep 
Score: -18572368.000000 Penalty: 5930.202148
	Iteration 59Q: 3 clusters Score -1.857237e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 151929 members 
Entering Unmasked Estep 
Score: -18572376.000000 Penalty: 5930.202148
	Iteration 60F: 3 clusters Score -1.857238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 151947 members 
Entering Unmasked Estep 
Score: -18572386.000000 Penalty: 5930.202148
	Iteration 61Q: 3 clusters Score -1.857239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 151963 members 
Entering Unmasked Estep 
Score: -18572392.000000 Penalty: 5930.202148
	Iteration 62Q: 3 clusters Score -1.857239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 151979 members 
Entering Unmasked Estep 
Score: -18572378.000000 Penalty: 5930.202148
	Iteration 63Q: 3 clusters Score -1.857238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 151988 members 
Entering Unmasked Estep 
Score: -18572388.000000 Penalty: 5930.202148
	Iteration 64Q: 3 clusters Score -1.857239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 152004 members 
Entering Unmasked Estep 
Score: -18572380.000000 Penalty: 5930.202148
	Iteration 65Q: 3 clusters Score -1.857238e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 152017 members 
Entering Unmasked Estep 
Score: -18572392.000000 Penalty: 5930.202148
	Iteration 66Q: 3 clusters Score -1.857239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -18572398.000000 Penalty: 5930.202148
	Iteration 67Q: 3 clusters Score -1.85724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 152050 members 
Entering Unmasked Estep 
Score: -18572388.000000 Penalty: 5930.202148
	Iteration 68Q: 3 clusters Score -1.857239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 152057 members 
Entering Unmasked Estep 
Score: -18572378.000000 Penalty: 5930.202148
	Iteration 69Q: 3 clusters Score -1.857238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 152060 members 
Entering Unmasked Estep 
Score: -18572388.000000 Penalty: 5930.202148
	Iteration 70Q: 3 clusters Score -1.857239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 152063 members 
Entering Unmasked Estep 
Score: -18572400.000000 Penalty: 5930.202148
	Iteration 71Q: 3 clusters Score -1.85724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 152077 members 
Entering Unmasked Estep 
Score: -18572392.000000 Penalty: 5930.202148
	Iteration 72Q: 3 clusters Score -1.857239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 152087 members 
Entering Unmasked Estep 
Score: -18572386.000000 Penalty: 5930.202148
	Iteration 73Q: 3 clusters Score -1.857239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 152095 members 
Entering Unmasked Estep 
Score: -18572386.000000 Penalty: 5930.202148
	Iteration 74Q: 3 clusters Score -1.857239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 152100 members 
Entering Unmasked Estep 
Score: -18572384.000000 Penalty: 5930.202148
	Iteration 75Q: 3 clusters Score -1.857238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 152106 members 
Entering Unmasked Estep 
Score: -18572400.000000 Penalty: 5930.202148
	Iteration 76Q: 3 clusters Score -1.85724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 152113 members 
Entering Unmasked Estep 
Score: -18572390.000000 Penalty: 5930.202148
	Iteration 77Q: 3 clusters Score -1.857239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 152119 members 
Entering Unmasked Estep 
Score: -18572394.000000 Penalty: 5930.202148
	Iteration 78Q: 3 clusters Score -1.857239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 152128 members 
Entering Unmasked Estep 
Score: -18572372.000000 Penalty: 5930.202148
	Iteration 79Q: 3 clusters Score -1.857237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 152142 members 
Entering Unmasked Estep 
Score: -18572370.000000 Penalty: 5930.202148
	Iteration 80F: 3 clusters Score -1.857237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 152153 members 
Entering Unmasked Estep 
Score: -18572376.000000 Penalty: 5930.202148
	Iteration 81Q: 3 clusters Score -1.857238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 152160 members 
Entering Unmasked Estep 
Score: -18572376.000000 Penalty: 5930.202148
	Iteration 82Q: 3 clusters Score -1.857238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 152164 members 
Entering Unmasked Estep 
Score: -18572370.000000 Penalty: 5930.202148
	Iteration 83Q: 3 clusters Score -1.857237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 152169 members 
Entering Unmasked Estep 
Score: -18572374.000000 Penalty: 5930.202148
	Iteration 84Q: 3 clusters Score -1.857237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 152170 members 
Entering Unmasked Estep 
Score: -18572372.000000 Penalty: 5930.202148
	Iteration 85Q: 3 clusters Score -1.857237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 152174 members 
Entering Unmasked Estep 
Score: -18572380.000000 Penalty: 5930.202148
	Iteration 86Q: 3 clusters Score -1.857238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 152179 members 
Entering Unmasked Estep 
Score: -18572380.000000 Penalty: 5930.202148
	Iteration 87Q: 3 clusters Score -1.857238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 152184 members 
Entering Unmasked Estep 
Score: -18572382.000000 Penalty: 5930.202148
	Iteration 88Q: 3 clusters Score -1.857238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 152188 members 
Entering Unmasked Estep 
Score: -18572382.000000 Penalty: 5930.202148
	Iteration 89Q: 3 clusters Score -1.857238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 152193 members 
Entering Unmasked Estep 
Score: -18572382.000000 Penalty: 5930.202148
	Iteration 90Q: 3 clusters Score -1.857238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 152196 members 
Entering Unmasked Estep 
Score: -18572392.000000 Penalty: 5930.202148
	Iteration 91Q: 3 clusters Score -1.857239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 152199 members 
Entering Unmasked Estep 
Score: -18572386.000000 Penalty: 5930.202148
	Iteration 92Q: 3 clusters Score -1.857239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 152200 members 
Entering Unmasked Estep 
Score: -18572388.000000 Penalty: 5930.202148
	Iteration 93Q: 3 clusters Score -1.857239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 152200 members 
Entering Unmasked Estep 
Score: -18572388.000000 Penalty: 5930.202148
	Iteration 94F: 3 clusters Score -1.857239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Entering Unmasked Estep 
Score: -484726.812500 Penalty: 2069.967285
	Iteration 0F: 2 clusters Score -484726.8 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 2111 members 
Entering Unmasked Estep 
Score: -480682.000000 Penalty: 4139.934570
	Iteration 0F: 3 clusters Score -480682 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -481581.406250 Penalty: 4139.934570
	Iteration 1F: 3 clusters Score -481581.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -481777.875000 Penalty: 4139.934570
	Iteration 2F: 3 clusters Score -481777.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -481890.031250 Penalty: 4139.934570
	Iteration 3Q: 3 clusters Score -481890 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -481966.968750 Penalty: 4139.934570
	Iteration 4Q: 3 clusters Score -481967 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -482019.468750 Penalty: 4139.934570
	Iteration 5Q: 3 clusters Score -482019.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -482060.312500 Penalty: 4139.934570
	Iteration 6Q: 3 clusters Score -482060.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -482090.187500 Penalty: 4139.934570
	Iteration 7Q: 3 clusters Score -482090.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -482116.093750 Penalty: 4139.934570
	Iteration 8Q: 3 clusters Score -482116.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -482138.125000 Penalty: 4139.934570
	Iteration 9Q: 3 clusters Score -482138.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -482155.718750 Penalty: 4139.934570
	Iteration 10Q: 3 clusters Score -482155.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -482166.187500 Penalty: 4139.934570
	Iteration 11Q: 3 clusters Score -482166.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -482174.187500 Penalty: 4139.934570
	Iteration 12Q: 3 clusters Score -482174.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -482180.812500 Penalty: 4139.934570
	Iteration 13Q: 3 clusters Score -482180.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -482185.500000 Penalty: 4139.934570
	Iteration 14Q: 3 clusters Score -482185.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -482185.531250 Penalty: 4139.934570
	Iteration 15Q: 3 clusters Score -482185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -482186.906250 Penalty: 4139.934570
	Iteration 16Q: 3 clusters Score -482186.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -482189.312500 Penalty: 4139.934570
	Iteration 17Q: 3 clusters Score -482189.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -482190.406250 Penalty: 4139.934570
	Iteration 18Q: 3 clusters Score -482190.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -482192.281250 Penalty: 4139.934570
	Iteration 19Q: 3 clusters Score -482192.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -482192.875000 Penalty: 4139.934570
	Iteration 20F: 3 clusters Score -482192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -482193.406250 Penalty: 4139.934570
	Iteration 21Q: 3 clusters Score -482193.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -482196.375000 Penalty: 4139.934570
	Iteration 22Q: 3 clusters Score -482196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -482197.125000 Penalty: 4139.934570
	Iteration 23Q: 3 clusters Score -482197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -482199.406250 Penalty: 4139.934570
	Iteration 24Q: 3 clusters Score -482199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -482200.093750 Penalty: 4139.934570
	Iteration 25Q: 3 clusters Score -482200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -482201.812500 Penalty: 4139.934570
	Iteration 26Q: 3 clusters Score -482201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -482203.531250 Penalty: 4139.934570
	Iteration 27Q: 3 clusters Score -482203.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -482206.156250 Penalty: 4139.934570
	Iteration 28Q: 3 clusters Score -482206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -482206.593750 Penalty: 4139.934570
	Iteration 29Q: 3 clusters Score -482206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -482207.312500 Penalty: 4139.934570
	Iteration 30Q: 3 clusters Score -482207.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -482207.718750 Penalty: 4139.934570
	Iteration 31Q: 3 clusters Score -482207.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -482209.062500 Penalty: 4139.934570
	Iteration 32Q: 3 clusters Score -482209.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -482209.968750 Penalty: 4139.934570
	Iteration 33Q: 3 clusters Score -482210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -482210.687500 Penalty: 4139.934570
	Iteration 34Q: 3 clusters Score -482210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -482210.187500 Penalty: 4139.934570
	Iteration 35Q: 3 clusters Score -482210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -482211.562500 Penalty: 4139.934570
	Iteration 36Q: 3 clusters Score -482211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -482211.656250 Penalty: 4139.934570
	Iteration 37Q: 3 clusters Score -482211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -482213.718750 Penalty: 4139.934570
	Iteration 38Q: 3 clusters Score -482213.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -482214.656250 Penalty: 4139.934570
	Iteration 39Q: 3 clusters Score -482214.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -482215.000000 Penalty: 4139.934570
	Iteration 40F: 3 clusters Score -482215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -482216.312500 Penalty: 4139.934570
	Iteration 41Q: 3 clusters Score -482216.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -482216.718750 Penalty: 4139.934570
	Iteration 42Q: 3 clusters Score -482216.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -482218.343750 Penalty: 4139.934570
	Iteration 43Q: 3 clusters Score -482218.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -482218.468750 Penalty: 4139.934570
	Iteration 44Q: 3 clusters Score -482218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -482221.125000 Penalty: 4139.934570
	Iteration 45Q: 3 clusters Score -482221.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -482222.375000 Penalty: 4139.934570
	Iteration 46Q: 3 clusters Score -482222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -482221.375000 Penalty: 4139.934570
	Iteration 47Q: 3 clusters Score -482221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -482221.250000 Penalty: 4139.934570
	Iteration 48Q: 3 clusters Score -482221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -482221.250000 Penalty: 4139.934570
	Iteration 49F: 3 clusters Score -482221.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Entering Unmasked Estep 
Score: -1935116.000000 Penalty: 2405.073486
	Iteration 0F: 2 clusters Score -1935116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1923461.625000 Penalty: 4810.146973
	Iteration 0F: 3 clusters Score -1923462 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1927286.750000 Penalty: 4810.146973
	Iteration 1F: 3 clusters Score -1927287 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1927666.000000 Penalty: 4810.146973
	Iteration 2F: 3 clusters Score -1927666 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1927972.125000 Penalty: 4810.146973
	Iteration 3F: 3 clusters Score -1927972 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1928231.625000 Penalty: 4810.146973
	Iteration 4Q: 3 clusters Score -1928232 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1928461.250000 Penalty: 4810.146973
	Iteration 5Q: 3 clusters Score -1928461 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1928695.000000 Penalty: 4810.146973
	Iteration 6Q: 3 clusters Score -1928695 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1929002.125000 Penalty: 4810.146973
	Iteration 7Q: 3 clusters Score -1929002 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1929369.000000 Penalty: 4810.146973
	Iteration 8Q: 3 clusters Score -1929369 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1929790.250000 Penalty: 4810.146973
	Iteration 9Q: 3 clusters Score -1929790 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1930228.500000 Penalty: 4810.146973
	Iteration 10Q: 3 clusters Score -1930228 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1930561.625000 Penalty: 4810.146973
	Iteration 11Q: 3 clusters Score -1930562 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1930806.000000 Penalty: 4810.146973
	Iteration 12Q: 3 clusters Score -1930806 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1931019.625000 Penalty: 4810.146973
	Iteration 13Q: 3 clusters Score -1931020 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1931164.625000 Penalty: 4810.146973
	Iteration 14Q: 3 clusters Score -1931165 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1931280.875000 Penalty: 4810.146973
	Iteration 15Q: 3 clusters Score -1931281 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1931371.375000 Penalty: 4810.146973
	Iteration 16Q: 3 clusters Score -1931371 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1931439.000000 Penalty: 4810.146973
	Iteration 17Q: 3 clusters Score -1931439 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1931497.250000 Penalty: 4810.146973
	Iteration 18Q: 3 clusters Score -1931497 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1931553.375000 Penalty: 4810.146973
	Iteration 19Q: 3 clusters Score -1931553 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1931601.375000 Penalty: 4810.146973
	Iteration 20F: 3 clusters Score -1931601 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1931648.625000 Penalty: 4810.146973
	Iteration 21Q: 3 clusters Score -1931649 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1931692.250000 Penalty: 4810.146973
	Iteration 22Q: 3 clusters Score -1931692 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1931724.000000 Penalty: 4810.146973
	Iteration 23Q: 3 clusters Score -1931724 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1931769.750000 Penalty: 4810.146973
	Iteration 24Q: 3 clusters Score -1931770 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1931806.750000 Penalty: 4810.146973
	Iteration 25Q: 3 clusters Score -1931807 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1931848.625000 Penalty: 4810.146973
	Iteration 26Q: 3 clusters Score -1931849 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1931885.125000 Penalty: 4810.146973
	Iteration 27Q: 3 clusters Score -1931885 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1931925.250000 Penalty: 4810.146973
	Iteration 28Q: 3 clusters Score -1931925 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1931964.875000 Penalty: 4810.146973
	Iteration 29Q: 3 clusters Score -1931965 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1932007.250000 Penalty: 4810.146973
	Iteration 30Q: 3 clusters Score -1932007 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1932067.250000 Penalty: 4810.146973
	Iteration 31Q: 3 clusters Score -1932067 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1932133.625000 Penalty: 4810.146973
	Iteration 32Q: 3 clusters Score -1932134 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1932194.125000 Penalty: 4810.146973
	Iteration 33Q: 3 clusters Score -1932194 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1932262.625000 Penalty: 4810.146973
	Iteration 34Q: 3 clusters Score -1932263 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1932323.000000 Penalty: 4810.146973
	Iteration 35Q: 3 clusters Score -1932323 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1932402.000000 Penalty: 4810.146973
	Iteration 36Q: 3 clusters Score -1932402 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1932464.875000 Penalty: 4810.146973
	Iteration 37Q: 3 clusters Score -1932465 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1932536.375000 Penalty: 4810.146973
	Iteration 38Q: 3 clusters Score -1932536 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1932617.125000 Penalty: 4810.146973
	Iteration 39Q: 3 clusters Score -1932617 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1932686.125000 Penalty: 4810.146973
	Iteration 40F: 3 clusters Score -1932686 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1932749.875000 Penalty: 4810.146973
	Iteration 41Q: 3 clusters Score -1932750 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1932807.750000 Penalty: 4810.146973
	Iteration 42Q: 3 clusters Score -1932808 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1932847.750000 Penalty: 4810.146973
	Iteration 43Q: 3 clusters Score -1932848 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1932902.375000 Penalty: 4810.146973
	Iteration 44Q: 3 clusters Score -1932902 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1932961.750000 Penalty: 4810.146973
	Iteration 45Q: 3 clusters Score -1932962 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1933027.750000 Penalty: 4810.146973
	Iteration 46Q: 3 clusters Score -1933028 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1933086.250000 Penalty: 4810.146973
	Iteration 47Q: 3 clusters Score -1933086 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1933145.250000 Penalty: 4810.146973
	Iteration 48Q: 3 clusters Score -1933145 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1933183.250000 Penalty: 4810.146973
	Iteration 49Q: 3 clusters Score -1933183 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1933215.500000 Penalty: 4810.146973
	Iteration 50Q: 3 clusters Score -1933216 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1933257.625000 Penalty: 4810.146973
	Iteration 51Q: 3 clusters Score -1933258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1933285.125000 Penalty: 4810.146973
	Iteration 52Q: 3 clusters Score -1933285 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1933301.500000 Penalty: 4810.146973
	Iteration 53Q: 3 clusters Score -1933302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1933309.125000 Penalty: 4810.146973
	Iteration 54Q: 3 clusters Score -1933309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1933327.125000 Penalty: 4810.146973
	Iteration 55Q: 3 clusters Score -1933327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1933329.250000 Penalty: 4810.146973
	Iteration 56Q: 3 clusters Score -1933329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1933334.375000 Penalty: 4810.146973
	Iteration 57Q: 3 clusters Score -1933334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1933338.375000 Penalty: 4810.146973
	Iteration 58Q: 3 clusters Score -1933338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1933343.125000 Penalty: 4810.146973
	Iteration 59Q: 3 clusters Score -1933343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1933346.125000 Penalty: 4810.146973
	Iteration 60F: 3 clusters Score -1933346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1933346.000000 Penalty: 4810.146973
	Iteration 61Q: 3 clusters Score -1933346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1933351.750000 Penalty: 4810.146973
	Iteration 62Q: 3 clusters Score -1933352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1933351.125000 Penalty: 4810.146973
	Iteration 63Q: 3 clusters Score -1933351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1933353.125000 Penalty: 4810.146973
	Iteration 64Q: 3 clusters Score -1933353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1933352.500000 Penalty: 4810.146973
	Iteration 65Q: 3 clusters Score -1933352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1933353.625000 Penalty: 4810.146973
	Iteration 66Q: 3 clusters Score -1933354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1933355.125000 Penalty: 4810.146973
	Iteration 67Q: 3 clusters Score -1933355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1933356.125000 Penalty: 4810.146973
	Iteration 68Q: 3 clusters Score -1933356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1933358.875000 Penalty: 4810.146973
	Iteration 69Q: 3 clusters Score -1933359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1933365.375000 Penalty: 4810.146973
	Iteration 70Q: 3 clusters Score -1933365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1933368.625000 Penalty: 4810.146973
	Iteration 71Q: 3 clusters Score -1933369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1933369.625000 Penalty: 4810.146973
	Iteration 72Q: 3 clusters Score -1933370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1933366.875000 Penalty: 4810.146973
	Iteration 73Q: 3 clusters Score -1933367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1933371.125000 Penalty: 4810.146973
	Iteration 74Q: 3 clusters Score -1933371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1933370.875000 Penalty: 4810.146973
	Iteration 75Q: 3 clusters Score -1933371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1933372.250000 Penalty: 4810.146973
	Iteration 76Q: 3 clusters Score -1933372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1933370.375000 Penalty: 4810.146973
	Iteration 77Q: 3 clusters Score -1933370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1933370.375000 Penalty: 4810.146973
	Iteration 78F: 3 clusters Score -1933370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -75585.312500 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -75585.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73924.257812 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -73924.26 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -74405.062500 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -74405.06 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -74840.179688 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -74840.18 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -75064.421875 Penalty: 3322.952393
	Iteration 3F: 3 clusters Score -75064.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -75151.718750 Penalty: 3322.952393
	Iteration 4Q: 3 clusters Score -75151.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -75197.062500 Penalty: 3322.952393
	Iteration 5Q: 3 clusters Score -75197.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -75213.515625 Penalty: 3322.952393
	Iteration 6Q: 3 clusters Score -75213.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -75215.671875 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -75215.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -75217.031250 Penalty: 3322.952393
	Iteration 8Q: 3 clusters Score -75217.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -75217.031250 Penalty: 3322.952393
	Iteration 9F: 3 clusters Score -75217.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Entering Unmasked Estep 
Score: -2431485.750000 Penalty: 2465.087158
	Iteration 0F: 2 clusters Score -2431486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2416906.250000 Penalty: 4930.174316
	Iteration 0F: 3 clusters Score -2416906 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2421679.500000 Penalty: 4930.174316
	Iteration 1F: 3 clusters Score -2421680 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2422086.250000 Penalty: 4930.174316
	Iteration 2F: 3 clusters Score -2422086 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2422380.500000 Penalty: 4930.174316
	Iteration 3Q: 3 clusters Score -2422380 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2422608.250000 Penalty: 4930.174316
	Iteration 4Q: 3 clusters Score -2422608 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2422787.500000 Penalty: 4930.174316
	Iteration 5Q: 3 clusters Score -2422788 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2422969.500000 Penalty: 4930.174316
	Iteration 6Q: 3 clusters Score -2422970 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2423149.000000 Penalty: 4930.174316
	Iteration 7Q: 3 clusters Score -2423149 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2423337.500000 Penalty: 4930.174316
	Iteration 8Q: 3 clusters Score -2423338 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2423548.250000 Penalty: 4930.174316
	Iteration 9Q: 3 clusters Score -2423548 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2423773.750000 Penalty: 4930.174316
	Iteration 10Q: 3 clusters Score -2423774 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2424039.500000 Penalty: 4930.174316
	Iteration 11Q: 3 clusters Score -2424040 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2424354.750000 Penalty: 4930.174316
	Iteration 12Q: 3 clusters Score -2424355 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2424726.000000 Penalty: 4930.174316
	Iteration 13Q: 3 clusters Score -2424726 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2425138.500000 Penalty: 4930.174316
	Iteration 14Q: 3 clusters Score -2425138 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2425585.750000 Penalty: 4930.174316
	Iteration 15Q: 3 clusters Score -2425586 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2426081.000000 Penalty: 4930.174316
	Iteration 16Q: 3 clusters Score -2426081 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2426623.000000 Penalty: 4930.174316
	Iteration 17Q: 3 clusters Score -2426623 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2427159.250000 Penalty: 4930.174316
	Iteration 18Q: 3 clusters Score -2427159 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2427626.000000 Penalty: 4930.174316
	Iteration 19Q: 3 clusters Score -2427626 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2428064.500000 Penalty: 4930.174316
	Iteration 20F: 3 clusters Score -2428064 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2428445.750000 Penalty: 4930.174316
	Iteration 21Q: 3 clusters Score -2428446 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2428730.000000 Penalty: 4930.174316
	Iteration 22Q: 3 clusters Score -2428730 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2428939.750000 Penalty: 4930.174316
	Iteration 23Q: 3 clusters Score -2428940 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2429086.750000 Penalty: 4930.174316
	Iteration 24Q: 3 clusters Score -2429087 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2429193.750000 Penalty: 4930.174316
	Iteration 25Q: 3 clusters Score -2429194 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2429289.500000 Penalty: 4930.174316
	Iteration 26Q: 3 clusters Score -2429290 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2429341.750000 Penalty: 4930.174316
	Iteration 27Q: 3 clusters Score -2429342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2429390.250000 Penalty: 4930.174316
	Iteration 28Q: 3 clusters Score -2429390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2429413.000000 Penalty: 4930.174316
	Iteration 29Q: 3 clusters Score -2429413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2429435.250000 Penalty: 4930.174316
	Iteration 30Q: 3 clusters Score -2429435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2429440.250000 Penalty: 4930.174316
	Iteration 31Q: 3 clusters Score -2429440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2429460.500000 Penalty: 4930.174316
	Iteration 32Q: 3 clusters Score -2429460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2429467.500000 Penalty: 4930.174316
	Iteration 33Q: 3 clusters Score -2429468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2429473.750000 Penalty: 4930.174316
	Iteration 34Q: 3 clusters Score -2429474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2429479.000000 Penalty: 4930.174316
	Iteration 35Q: 3 clusters Score -2429479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2429489.750000 Penalty: 4930.174316
	Iteration 36Q: 3 clusters Score -2429490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2429489.000000 Penalty: 4930.174316
	Iteration 37Q: 3 clusters Score -2429489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2429498.750000 Penalty: 4930.174316
	Iteration 38Q: 3 clusters Score -2429499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2429497.250000 Penalty: 4930.174316
	Iteration 39Q: 3 clusters Score -2429497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2429496.750000 Penalty: 4930.174316
	Iteration 40F: 3 clusters Score -2429497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2429503.250000 Penalty: 4930.174316
	Iteration 41Q: 3 clusters Score -2429503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2429503.750000 Penalty: 4930.174316
	Iteration 42Q: 3 clusters Score -2429504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2429503.250000 Penalty: 4930.174316
	Iteration 43Q: 3 clusters Score -2429503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2429505.000000 Penalty: 4930.174316
	Iteration 44Q: 3 clusters Score -2429505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2429509.000000 Penalty: 4930.174316
	Iteration 45Q: 3 clusters Score -2429509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2429509.000000 Penalty: 4930.174316
	Iteration 46F: 3 clusters Score -2429509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (112232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112232 members 
Entering Unmasked Estep 
Score: -13193783.000000 Penalty: 2883.824219
	Iteration 0F: 2 clusters Score -1.319378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -13118368.000000 Penalty: 5767.648438
	Iteration 0F: 3 clusters Score -1.311837e+07 nChanged 53343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -13149216.000000 Penalty: 5767.648438
	Iteration 1F: 3 clusters Score -1.314922e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -13150099.000000 Penalty: 5767.648438
	Iteration 2Q: 3 clusters Score -1.31501e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -13151119.000000 Penalty: 5767.648438
	Iteration 3Q: 3 clusters Score -1.315112e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -13152277.000000 Penalty: 5767.648438
	Iteration 4Q: 3 clusters Score -1.315228e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -13153919.000000 Penalty: 5767.648438
	Iteration 5Q: 3 clusters Score -1.315392e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -13156144.000000 Penalty: 5767.648438
	Iteration 6Q: 3 clusters Score -1.315614e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -13159713.000000 Penalty: 5767.648438
	Iteration 7F: 3 clusters Score -1.315971e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -13164554.000000 Penalty: 5767.648438
	Iteration 8F: 3 clusters Score -1.316455e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 87927 members 
Entering Unmasked Estep 
Score: -13170243.000000 Penalty: 5767.648438
	Iteration 9F: 3 clusters Score -1.317024e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -13176278.000000 Penalty: 5767.648438
	Iteration 10F: 3 clusters Score -1.317628e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -13182163.000000 Penalty: 5767.648438
	Iteration 11F: 3 clusters Score -1.318216e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 107158 members 
Entering Unmasked Estep 
Score: -13186798.000000 Penalty: 5767.648438
	Iteration 12Q: 3 clusters Score -1.31868e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 110083 members 
Entering Unmasked Estep 
Score: -13189452.000000 Penalty: 5767.648438
	Iteration 13Q: 3 clusters Score -1.318945e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 111335 members 
Entering Unmasked Estep 
Score: -13190578.000000 Penalty: 5767.648438
	Iteration 14Q: 3 clusters Score -1.319058e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 111738 members 
Entering Unmasked Estep 
Score: -13190970.000000 Penalty: 5767.648438
	Iteration 15Q: 3 clusters Score -1.319097e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 111857 members 
Entering Unmasked Estep 
Score: -13191110.000000 Penalty: 5767.648438
	Iteration 16Q: 3 clusters Score -1.319111e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 111895 members 
Entering Unmasked Estep 
Score: -13191164.000000 Penalty: 5767.648438
	Iteration 17Q: 3 clusters Score -1.319116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 111918 members 
Entering Unmasked Estep 
Score: -13191197.000000 Penalty: 5767.648438
	Iteration 18Q: 3 clusters Score -1.31912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 111930 members 
Entering Unmasked Estep 
Score: -13191223.000000 Penalty: 5767.648438
	Iteration 19Q: 3 clusters Score -1.319122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 111945 members 
Entering Unmasked Estep 
Score: -13191236.000000 Penalty: 5767.648438
	Iteration 20F: 3 clusters Score -1.319124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 111954 members 
Entering Unmasked Estep 
Score: -13191267.000000 Penalty: 5767.648438
	Iteration 21Q: 3 clusters Score -1.319127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 111959 members 
Entering Unmasked Estep 
Score: -13191287.000000 Penalty: 5767.648438
	Iteration 22Q: 3 clusters Score -1.319129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 111963 members 
Entering Unmasked Estep 
Score: -13191290.000000 Penalty: 5767.648438
	Iteration 23Q: 3 clusters Score -1.319129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -13191296.000000 Penalty: 5767.648438
	Iteration 24Q: 3 clusters Score -1.31913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 111967 members 
Entering Unmasked Estep 
Score: -13191297.000000 Penalty: 5767.648438
	Iteration 25Q: 3 clusters Score -1.31913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 111968 members 
Entering Unmasked Estep 
Score: -13191300.000000 Penalty: 5767.648438
	Iteration 26Q: 3 clusters Score -1.31913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 111968 members 
Entering Unmasked Estep 
Score: -13191306.000000 Penalty: 5767.648438
	Iteration 27Q: 3 clusters Score -1.319131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 111969 members 
Entering Unmasked Estep 
Score: -13191303.000000 Penalty: 5767.648438
	Iteration 28Q: 3 clusters Score -1.31913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 111970 members 
Entering Unmasked Estep 
Score: -13191304.000000 Penalty: 5767.648438
	Iteration 29Q: 3 clusters Score -1.31913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 111972 members 
Entering Unmasked Estep 
Score: -13191303.000000 Penalty: 5767.648438
	Iteration 30Q: 3 clusters Score -1.31913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111973 members 
Entering Unmasked Estep 
Score: -13191306.000000 Penalty: 5767.648438
	Iteration 31Q: 3 clusters Score -1.319131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -13191303.000000 Penalty: 5767.648438
	Iteration 32Q: 3 clusters Score -1.31913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111973 members 
Entering Unmasked Estep 
Score: -13191309.000000 Penalty: 5767.648438
	Iteration 33Q: 3 clusters Score -1.319131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111973 members 
Entering Unmasked Estep 
Score: -13191319.000000 Penalty: 5767.648438
	Iteration 34Q: 3 clusters Score -1.319132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111973 members 
Entering Unmasked Estep 
Score: -13191319.000000 Penalty: 5767.648438
	Iteration 35F: 3 clusters Score -1.319132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (131665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131665 members 
Entering Unmasked Estep 
Score: -15850163.000000 Penalty: 2923.427979
	Iteration 0F: 2 clusters Score -1.585016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -15761955.000000 Penalty: 5846.855957
	Iteration 0F: 3 clusters Score -1.576196e+07 nChanged 63116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -15798369.000000 Penalty: 5846.855957
	Iteration 1F: 3 clusters Score -1.579837e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -15799323.000000 Penalty: 5846.855957
	Iteration 2Q: 3 clusters Score -1.579932e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -15800530.000000 Penalty: 5846.855957
	Iteration 3Q: 3 clusters Score -1.580053e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -15802318.000000 Penalty: 5846.855957
	Iteration 4Q: 3 clusters Score -1.580232e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 84990 members 
Entering Unmasked Estep 
Score: -15805761.000000 Penalty: 5846.855957
	Iteration 5Q: 3 clusters Score -1.580576e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -15812069.000000 Penalty: 5846.855957
	Iteration 6F: 3 clusters Score -1.581207e+07 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 105216 members 
Entering Unmasked Estep 
Score: -15821886.000000 Penalty: 5846.855957
	Iteration 7F: 3 clusters Score -1.582189e+07 nChanged 11498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 116714 members 
Entering Unmasked Estep 
Score: -15832804.000000 Penalty: 5846.855957
	Iteration 8F: 3 clusters Score -1.58328e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 125213 members 
Entering Unmasked Estep 
Score: -15841375.000000 Penalty: 5846.855957
	Iteration 9F: 3 clusters Score -1.584138e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 129397 members 
Entering Unmasked Estep 
Score: -15845395.000000 Penalty: 5846.855957
	Iteration 10Q: 3 clusters Score -1.58454e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 130846 members 
Entering Unmasked Estep 
Score: -15846728.000000 Penalty: 5846.855957
	Iteration 11Q: 3 clusters Score -1.584673e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 131245 members 
Entering Unmasked Estep 
Score: -15847197.000000 Penalty: 5846.855957
	Iteration 12Q: 3 clusters Score -1.58472e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 131348 members 
Entering Unmasked Estep 
Score: -15847351.000000 Penalty: 5846.855957
	Iteration 13Q: 3 clusters Score -1.584735e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 131391 members 
Entering Unmasked Estep 
Score: -15847411.000000 Penalty: 5846.855957
	Iteration 14Q: 3 clusters Score -1.584741e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 131408 members 
Entering Unmasked Estep 
Score: -15847456.000000 Penalty: 5846.855957
	Iteration 15Q: 3 clusters Score -1.584746e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 131424 members 
Entering Unmasked Estep 
Score: -15847491.000000 Penalty: 5846.855957
	Iteration 16Q: 3 clusters Score -1.584749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 131436 members 
Entering Unmasked Estep 
Score: -15847530.000000 Penalty: 5846.855957
	Iteration 17Q: 3 clusters Score -1.584753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 131444 members 
Entering Unmasked Estep 
Score: -15847534.000000 Penalty: 5846.855957
	Iteration 18Q: 3 clusters Score -1.584753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 131449 members 
Entering Unmasked Estep 
Score: -15847542.000000 Penalty: 5846.855957
	Iteration 19Q: 3 clusters Score -1.584754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 131452 members 
Entering Unmasked Estep 
Score: -15847550.000000 Penalty: 5846.855957
	Iteration 20F: 3 clusters Score -1.584755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 131452 members 
Entering Unmasked Estep 
Score: -15847543.000000 Penalty: 5846.855957
	Iteration 21Q: 3 clusters Score -1.584754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 131453 members 
Entering Unmasked Estep 
Score: -15847536.000000 Penalty: 5846.855957
	Iteration 22Q: 3 clusters Score -1.584754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 131453 members 
Entering Unmasked Estep 
Score: -15847536.000000 Penalty: 5846.855957
	Iteration 23F: 3 clusters Score -1.584754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Entering Unmasked Estep 
Score: -982470.062500 Penalty: 2235.673340
	Iteration 0F: 2 clusters Score -982470.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -975851.000000 Penalty: 4471.346680
	Iteration 0F: 3 clusters Score -975851 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -977675.312500 Penalty: 4471.346680
	Iteration 1F: 3 clusters Score -977675.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -977931.062500 Penalty: 4471.346680
	Iteration 2F: 3 clusters Score -977931.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -978112.937500 Penalty: 4471.346680
	Iteration 3Q: 3 clusters Score -978112.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -978278.000000 Penalty: 4471.346680
	Iteration 4Q: 3 clusters Score -978278 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -978425.312500 Penalty: 4471.346680
	Iteration 5Q: 3 clusters Score -978425.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -978563.062500 Penalty: 4471.346680
	Iteration 6Q: 3 clusters Score -978563.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -978718.812500 Penalty: 4471.346680
	Iteration 7Q: 3 clusters Score -978718.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -978899.437500 Penalty: 4471.346680
	Iteration 8Q: 3 clusters Score -978899.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -979122.375000 Penalty: 4471.346680
	Iteration 9Q: 3 clusters Score -979122.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -979381.562500 Penalty: 4471.346680
	Iteration 10Q: 3 clusters Score -979381.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -979647.375000 Penalty: 4471.346680
	Iteration 11Q: 3 clusters Score -979647.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -979909.250000 Penalty: 4471.346680
	Iteration 12Q: 3 clusters Score -979909.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -980108.625000 Penalty: 4471.346680
	Iteration 13Q: 3 clusters Score -980108.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -980267.000000 Penalty: 4471.346680
	Iteration 14Q: 3 clusters Score -980267 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -980376.812500 Penalty: 4471.346680
	Iteration 15Q: 3 clusters Score -980376.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -980449.500000 Penalty: 4471.346680
	Iteration 16Q: 3 clusters Score -980449.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -980512.312500 Penalty: 4471.346680
	Iteration 17Q: 3 clusters Score -980512.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -980560.125000 Penalty: 4471.346680
	Iteration 18Q: 3 clusters Score -980560.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -980590.500000 Penalty: 4471.346680
	Iteration 19Q: 3 clusters Score -980590.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -980600.937500 Penalty: 4471.346680
	Iteration 20F: 3 clusters Score -980600.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -980611.437500 Penalty: 4471.346680
	Iteration 21Q: 3 clusters Score -980611.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -980616.687500 Penalty: 4471.346680
	Iteration 22Q: 3 clusters Score -980616.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -980619.437500 Penalty: 4471.346680
	Iteration 23Q: 3 clusters Score -980619.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -980623.375000 Penalty: 4471.346680
	Iteration 24Q: 3 clusters Score -980623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -980624.625000 Penalty: 4471.346680
	Iteration 25Q: 3 clusters Score -980624.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -980624.625000 Penalty: 4471.346680
	Iteration 26F: 3 clusters Score -980624.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96047 members 
Entering Unmasked Estep 
Score: -11460743.000000 Penalty: 2845.203125
	Iteration 0F: 2 clusters Score -1.146074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -11396574.000000 Penalty: 5690.406250
	Iteration 0F: 3 clusters Score -1.139657e+07 nChanged 45376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -11422737.000000 Penalty: 5690.406250
	Iteration 1F: 3 clusters Score -1.142274e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -11424326.000000 Penalty: 5690.406250
	Iteration 2Q: 3 clusters Score -1.142433e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -11426560.000000 Penalty: 5690.406250
	Iteration 3F: 3 clusters Score -1.142656e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -11429440.000000 Penalty: 5690.406250
	Iteration 4F: 3 clusters Score -1.142944e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -11432933.000000 Penalty: 5690.406250
	Iteration 5F: 3 clusters Score -1.143293e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -11436234.000000 Penalty: 5690.406250
	Iteration 6F: 3 clusters Score -1.143623e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -11439357.000000 Penalty: 5690.406250
	Iteration 7F: 3 clusters Score -1.143936e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -11442454.000000 Penalty: 5690.406250
	Iteration 8F: 3 clusters Score -1.144245e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -11445352.000000 Penalty: 5690.406250
	Iteration 9Q: 3 clusters Score -1.144535e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80073 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -11448130.000000 Penalty: 5690.406250
	Iteration 10Q: 3 clusters Score -1.144813e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -11450658.000000 Penalty: 5690.406250
	Iteration 11Q: 3 clusters Score -1.145066e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87524 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -11453084.000000 Penalty: 5690.406250
	Iteration 12Q: 3 clusters Score -1.145308e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90227 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -11454959.000000 Penalty: 5690.406250
	Iteration 13Q: 3 clusters Score -1.145496e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92144 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -11456293.000000 Penalty: 5690.406250
	Iteration 14Q: 3 clusters Score -1.145629e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -11457081.000000 Penalty: 5690.406250
	Iteration 15Q: 3 clusters Score -1.145708e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94153 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -11457576.000000 Penalty: 5690.406250
	Iteration 16Q: 3 clusters Score -1.145758e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -11457878.000000 Penalty: 5690.406250
	Iteration 17Q: 3 clusters Score -1.145788e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11458158.000000 Penalty: 5690.406250
	Iteration 18Q: 3 clusters Score -1.145816e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95008 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -11458229.000000 Penalty: 5690.406250
	Iteration 19Q: 3 clusters Score -1.145823e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95113 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -11458320.000000 Penalty: 5690.406250
	Iteration 20F: 3 clusters Score -1.145832e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11458382.000000 Penalty: 5690.406250
	Iteration 21Q: 3 clusters Score -1.145838e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95238 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11458406.000000 Penalty: 5690.406250
	Iteration 22Q: 3 clusters Score -1.145841e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95275 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11458473.000000 Penalty: 5690.406250
	Iteration 23Q: 3 clusters Score -1.145847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95298 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11458489.000000 Penalty: 5690.406250
	Iteration 24Q: 3 clusters Score -1.145849e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -11458509.000000 Penalty: 5690.406250
	Iteration 25Q: 3 clusters Score -1.145851e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95331 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11458535.000000 Penalty: 5690.406250
	Iteration 26Q: 3 clusters Score -1.145854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95350 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -11458559.000000 Penalty: 5690.406250
	Iteration 27Q: 3 clusters Score -1.145856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95367 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11458594.000000 Penalty: 5690.406250
	Iteration 28Q: 3 clusters Score -1.145859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95375 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -11458629.000000 Penalty: 5690.406250
	Iteration 29Q: 3 clusters Score -1.145863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95391 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11458662.000000 Penalty: 5690.406250
	Iteration 30Q: 3 clusters Score -1.145866e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95403 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11458677.000000 Penalty: 5690.406250
	Iteration 31Q: 3 clusters Score -1.145868e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95407 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11458685.000000 Penalty: 5690.406250
	Iteration 32Q: 3 clusters Score -1.145868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95407 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11458689.000000 Penalty: 5690.406250
	Iteration 33Q: 3 clusters Score -1.145869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95406 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11458694.000000 Penalty: 5690.406250
	Iteration 34Q: 3 clusters Score -1.145869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95403 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11458704.000000 Penalty: 5690.406250
	Iteration 35Q: 3 clusters Score -1.14587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95403 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11458701.000000 Penalty: 5690.406250
	Iteration 36Q: 3 clusters Score -1.14587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95407 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11458697.000000 Penalty: 5690.406250
	Iteration 37Q: 3 clusters Score -1.14587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95406 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11458701.000000 Penalty: 5690.406250
	Iteration 38Q: 3 clusters Score -1.14587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95406 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11458712.000000 Penalty: 5690.406250
	Iteration 39Q: 3 clusters Score -1.145871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95408 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -11458703.000000 Penalty: 5690.406250
	Iteration 40F: 3 clusters Score -1.14587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11458714.000000 Penalty: 5690.406250
	Iteration 41Q: 3 clusters Score -1.145871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95412 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -11458725.000000 Penalty: 5690.406250
	Iteration 42Q: 3 clusters Score -1.145872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95411 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11458733.000000 Penalty: 5690.406250
	Iteration 43Q: 3 clusters Score -1.145873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -11458735.000000 Penalty: 5690.406250
	Iteration 44Q: 3 clusters Score -1.145874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -11458735.000000 Penalty: 5690.406250
	Iteration 45F: 3 clusters Score -1.145874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -346555.937500 Penalty: 1992.347168
	Iteration 0F: 2 clusters Score -346555.9 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 1492 members 
Entering Unmasked Estep 
Score: -343237.000000 Penalty: 3984.694336
	Iteration 0F: 3 clusters Score -343237 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -343863.343750 Penalty: 3984.694336
	Iteration 1F: 3 clusters Score -343863.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -344046.687500 Penalty: 3984.694336
	Iteration 2F: 3 clusters Score -344046.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -344149.218750 Penalty: 3984.694336
	Iteration 3Q: 3 clusters Score -344149.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -344215.468750 Penalty: 3984.694336
	Iteration 4Q: 3 clusters Score -344215.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -344264.312500 Penalty: 3984.694336
	Iteration 5Q: 3 clusters Score -344264.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -344310.750000 Penalty: 3984.694336
	Iteration 6Q: 3 clusters Score -344310.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -344351.468750 Penalty: 3984.694336
	Iteration 7Q: 3 clusters Score -344351.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -344383.406250 Penalty: 3984.694336
	Iteration 8Q: 3 clusters Score -344383.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -344410.156250 Penalty: 3984.694336
	Iteration 9Q: 3 clusters Score -344410.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -344437.312500 Penalty: 3984.694336
	Iteration 10Q: 3 clusters Score -344437.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -344462.500000 Penalty: 3984.694336
	Iteration 11Q: 3 clusters Score -344462.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -344485.250000 Penalty: 3984.694336
	Iteration 12Q: 3 clusters Score -344485.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -344513.656250 Penalty: 3984.694336
	Iteration 13Q: 3 clusters Score -344513.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -344546.718750 Penalty: 3984.694336
	Iteration 14Q: 3 clusters Score -344546.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -344578.562500 Penalty: 3984.694336
	Iteration 15Q: 3 clusters Score -344578.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -344610.250000 Penalty: 3984.694336
	Iteration 16Q: 3 clusters Score -344610.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -344643.625000 Penalty: 3984.694336
	Iteration 17Q: 3 clusters Score -344643.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -344672.000000 Penalty: 3984.694336
	Iteration 18Q: 3 clusters Score -344672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -344691.968750 Penalty: 3984.694336
	Iteration 19Q: 3 clusters Score -344692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -344712.812500 Penalty: 3984.694336
	Iteration 20F: 3 clusters Score -344712.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -344733.468750 Penalty: 3984.694336
	Iteration 21Q: 3 clusters Score -344733.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -344745.562500 Penalty: 3984.694336
	Iteration 22Q: 3 clusters Score -344745.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -344753.156250 Penalty: 3984.694336
	Iteration 23Q: 3 clusters Score -344753.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -344761.906250 Penalty: 3984.694336
	Iteration 24Q: 3 clusters Score -344761.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -344768.062500 Penalty: 3984.694336
	Iteration 25Q: 3 clusters Score -344768.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -344771.500000 Penalty: 3984.694336
	Iteration 26Q: 3 clusters Score -344771.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -344776.187500 Penalty: 3984.694336
	Iteration 27Q: 3 clusters Score -344776.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -344776.843750 Penalty: 3984.694336
	Iteration 28Q: 3 clusters Score -344776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -344779.500000 Penalty: 3984.694336
	Iteration 29Q: 3 clusters Score -344779.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -344782.437500 Penalty: 3984.694336
	Iteration 30Q: 3 clusters Score -344782.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -344784.531250 Penalty: 3984.694336
	Iteration 31Q: 3 clusters Score -344784.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -344788.937500 Penalty: 3984.694336
	Iteration 32Q: 3 clusters Score -344788.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -344794.031250 Penalty: 3984.694336
	Iteration 33Q: 3 clusters Score -344794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -344800.531250 Penalty: 3984.694336
	Iteration 34Q: 3 clusters Score -344800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -344805.312500 Penalty: 3984.694336
	Iteration 35Q: 3 clusters Score -344805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -344806.562500 Penalty: 3984.694336
	Iteration 36Q: 3 clusters Score -344806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -344807.781250 Penalty: 3984.694336
	Iteration 37Q: 3 clusters Score -344807.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -344807.781250 Penalty: 3984.694336
	Iteration 38F: 3 clusters Score -344807.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Entering Unmasked Estep 
Score: -654694.562500 Penalty: 2159.742676
	Iteration 0F: 2 clusters Score -654694.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -649569.375000 Penalty: 4319.485352
	Iteration 0F: 3 clusters Score -649569.4 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -651037.562500 Penalty: 4319.485352
	Iteration 1F: 3 clusters Score -651037.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -651366.250000 Penalty: 4319.485352
	Iteration 2F: 3 clusters Score -651366.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -651576.500000 Penalty: 4319.485352
	Iteration 3F: 3 clusters Score -651576.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -651743.312500 Penalty: 4319.485352
	Iteration 4Q: 3 clusters Score -651743.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -651880.437500 Penalty: 4319.485352
	Iteration 5Q: 3 clusters Score -651880.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -652011.750000 Penalty: 4319.485352
	Iteration 6Q: 3 clusters Score -652011.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -652143.687500 Penalty: 4319.485352
	Iteration 7Q: 3 clusters Score -652143.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -652312.125000 Penalty: 4319.485352
	Iteration 8Q: 3 clusters Score -652312.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -652469.625000 Penalty: 4319.485352
	Iteration 9Q: 3 clusters Score -652469.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -652630.312500 Penalty: 4319.485352
	Iteration 10Q: 3 clusters Score -652630.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -652764.250000 Penalty: 4319.485352
	Iteration 11Q: 3 clusters Score -652764.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -652873.125000 Penalty: 4319.485352
	Iteration 12Q: 3 clusters Score -652873.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -652984.625000 Penalty: 4319.485352
	Iteration 13Q: 3 clusters Score -652984.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -653084.312500 Penalty: 4319.485352
	Iteration 14Q: 3 clusters Score -653084.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -653161.250000 Penalty: 4319.485352
	Iteration 15Q: 3 clusters Score -653161.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -653224.625000 Penalty: 4319.485352
	Iteration 16Q: 3 clusters Score -653224.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -653287.812500 Penalty: 4319.485352
	Iteration 17Q: 3 clusters Score -653287.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -653338.000000 Penalty: 4319.485352
	Iteration 18Q: 3 clusters Score -653338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -653372.937500 Penalty: 4319.485352
	Iteration 19Q: 3 clusters Score -653372.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -653410.812500 Penalty: 4319.485352
	Iteration 20F: 3 clusters Score -653410.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -653436.437500 Penalty: 4319.485352
	Iteration 21Q: 3 clusters Score -653436.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -653449.750000 Penalty: 4319.485352
	Iteration 22Q: 3 clusters Score -653449.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -653457.250000 Penalty: 4319.485352
	Iteration 23Q: 3 clusters Score -653457.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -653464.500000 Penalty: 4319.485352
	Iteration 24Q: 3 clusters Score -653464.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -653473.562500 Penalty: 4319.485352
	Iteration 25Q: 3 clusters Score -653473.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -653481.812500 Penalty: 4319.485352
	Iteration 26Q: 3 clusters Score -653481.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -653493.875000 Penalty: 4319.485352
	Iteration 27Q: 3 clusters Score -653493.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -653511.937500 Penalty: 4319.485352
	Iteration 28Q: 3 clusters Score -653511.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -653531.750000 Penalty: 4319.485352
	Iteration 29Q: 3 clusters Score -653531.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -653556.687500 Penalty: 4319.485352
	Iteration 30Q: 3 clusters Score -653556.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -653579.375000 Penalty: 4319.485352
	Iteration 31Q: 3 clusters Score -653579.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -653593.875000 Penalty: 4319.485352
	Iteration 32Q: 3 clusters Score -653593.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -653602.562500 Penalty: 4319.485352
	Iteration 33Q: 3 clusters Score -653602.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -653611.000000 Penalty: 4319.485352
	Iteration 34Q: 3 clusters Score -653611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -653618.500000 Penalty: 4319.485352
	Iteration 35Q: 3 clusters Score -653618.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -653621.750000 Penalty: 4319.485352
	Iteration 36Q: 3 clusters Score -653621.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -653626.062500 Penalty: 4319.485352
	Iteration 37Q: 3 clusters Score -653626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -653630.250000 Penalty: 4319.485352
	Iteration 38Q: 3 clusters Score -653630.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -653635.937500 Penalty: 4319.485352
	Iteration 39Q: 3 clusters Score -653635.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -653639.250000 Penalty: 4319.485352
	Iteration 40F: 3 clusters Score -653639.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -653643.437500 Penalty: 4319.485352
	Iteration 41Q: 3 clusters Score -653643.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -653645.125000 Penalty: 4319.485352
	Iteration 42Q: 3 clusters Score -653645.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -653648.437500 Penalty: 4319.485352
	Iteration 43Q: 3 clusters Score -653648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -653652.062500 Penalty: 4319.485352
	Iteration 44Q: 3 clusters Score -653652.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -653653.437500 Penalty: 4319.485352
	Iteration 45Q: 3 clusters Score -653653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -653655.875000 Penalty: 4319.485352
	Iteration 46Q: 3 clusters Score -653655.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -653656.375000 Penalty: 4319.485352
	Iteration 47Q: 3 clusters Score -653656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -653657.375000 Penalty: 4319.485352
	Iteration 48Q: 3 clusters Score -653657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -653657.125000 Penalty: 4319.485352
	Iteration 49Q: 3 clusters Score -653657.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -653658.437500 Penalty: 4319.485352
	Iteration 50Q: 3 clusters Score -653658.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -653658.437500 Penalty: 4319.485352
	Iteration 51F: 3 clusters Score -653658.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Entering Unmasked Estep 
Score: -1262264.000000 Penalty: 2307.056152
	Iteration 0F: 2 clusters Score -1262264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1253949.625000 Penalty: 4614.112305
	Iteration 0F: 3 clusters Score -1253950 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1256454.250000 Penalty: 4614.112305
	Iteration 1F: 3 clusters Score -1256454 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1256865.125000 Penalty: 4614.112305
	Iteration 2F: 3 clusters Score -1256865 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1257231.625000 Penalty: 4614.112305
	Iteration 3F: 3 clusters Score -1257232 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1257598.625000 Penalty: 4614.112305
	Iteration 4F: 3 clusters Score -1257599 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1258008.375000 Penalty: 4614.112305
	Iteration 5F: 3 clusters Score -1258008 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1258431.625000 Penalty: 4614.112305
	Iteration 6F: 3 clusters Score -1258432 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1258798.250000 Penalty: 4614.112305
	Iteration 7F: 3 clusters Score -1258798 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1259126.750000 Penalty: 4614.112305
	Iteration 8Q: 3 clusters Score -1259127 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1259452.000000 Penalty: 4614.112305
	Iteration 9Q: 3 clusters Score -1259452 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1259717.875000 Penalty: 4614.112305
	Iteration 10Q: 3 clusters Score -1259718 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1259944.750000 Penalty: 4614.112305
	Iteration 11Q: 3 clusters Score -1259945 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1260091.875000 Penalty: 4614.112305
	Iteration 12Q: 3 clusters Score -1260092 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1260216.875000 Penalty: 4614.112305
	Iteration 13Q: 3 clusters Score -1260217 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1260318.750000 Penalty: 4614.112305
	Iteration 14Q: 3 clusters Score -1260319 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1260408.875000 Penalty: 4614.112305
	Iteration 15Q: 3 clusters Score -1260409 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1260474.500000 Penalty: 4614.112305
	Iteration 16Q: 3 clusters Score -1260474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1260528.375000 Penalty: 4614.112305
	Iteration 17Q: 3 clusters Score -1260528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1260570.250000 Penalty: 4614.112305
	Iteration 18Q: 3 clusters Score -1260570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1260588.250000 Penalty: 4614.112305
	Iteration 19Q: 3 clusters Score -1260588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1260609.875000 Penalty: 4614.112305
	Iteration 20F: 3 clusters Score -1260610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1260632.750000 Penalty: 4614.112305
	Iteration 21Q: 3 clusters Score -1260633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1260643.250000 Penalty: 4614.112305
	Iteration 22Q: 3 clusters Score -1260643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1260660.875000 Penalty: 4614.112305
	Iteration 23Q: 3 clusters Score -1260661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1260665.375000 Penalty: 4614.112305
	Iteration 24Q: 3 clusters Score -1260665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1260671.250000 Penalty: 4614.112305
	Iteration 25Q: 3 clusters Score -1260671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1260670.375000 Penalty: 4614.112305
	Iteration 26Q: 3 clusters Score -1260670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1260669.250000 Penalty: 4614.112305
	Iteration 27Q: 3 clusters Score -1260669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1260669.750000 Penalty: 4614.112305
	Iteration 28Q: 3 clusters Score -1260670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1260672.125000 Penalty: 4614.112305
	Iteration 29Q: 3 clusters Score -1260672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1260670.375000 Penalty: 4614.112305
	Iteration 30Q: 3 clusters Score -1260670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1260672.250000 Penalty: 4614.112305
	Iteration 31Q: 3 clusters Score -1260672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1260674.125000 Penalty: 4614.112305
	Iteration 32Q: 3 clusters Score -1260674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1260675.875000 Penalty: 4614.112305
	Iteration 33Q: 3 clusters Score -1260676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1260679.875000 Penalty: 4614.112305
	Iteration 34Q: 3 clusters Score -1260680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1260680.750000 Penalty: 4614.112305
	Iteration 35Q: 3 clusters Score -1260681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1260686.625000 Penalty: 4614.112305
	Iteration 36Q: 3 clusters Score -1260687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1260691.375000 Penalty: 4614.112305
	Iteration 37Q: 3 clusters Score -1260691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1260693.375000 Penalty: 4614.112305
	Iteration 38Q: 3 clusters Score -1260693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1260694.250000 Penalty: 4614.112305
	Iteration 39Q: 3 clusters Score -1260694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1260695.375000 Penalty: 4614.112305
	Iteration 40F: 3 clusters Score -1260695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Entering Unmasked Estep 
Score: -6030120.500000 Penalty: 2686.513184
	Iteration 0F: 2 clusters Score -6030120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -5995935.000000 Penalty: 5373.026367
	Iteration 0F: 3 clusters Score -5995935 nChanged 23418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -6008916.000000 Penalty: 5373.026367
	Iteration 1F: 3 clusters Score -6008916 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -6009441.500000 Penalty: 5373.026367
	Iteration 2Q: 3 clusters Score -6009442 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -6009932.000000 Penalty: 5373.026367
	Iteration 3Q: 3 clusters Score -6009932 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -6010394.500000 Penalty: 5373.026367
	Iteration 4Q: 3 clusters Score -6010394 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -6010894.500000 Penalty: 5373.026367
	Iteration 5Q: 3 clusters Score -6010894 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -6011470.000000 Penalty: 5373.026367
	Iteration 6Q: 3 clusters Score -6011470 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -6012080.000000 Penalty: 5373.026367
	Iteration 7Q: 3 clusters Score -6012080 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -6012829.000000 Penalty: 5373.026367
	Iteration 8Q: 3 clusters Score -6012829 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -6013841.500000 Penalty: 5373.026367
	Iteration 9Q: 3 clusters Score -6013842 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -6015252.500000 Penalty: 5373.026367
	Iteration 10F: 3 clusters Score -6015252 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -6017229.000000 Penalty: 5373.026367
	Iteration 11F: 3 clusters Score -6017229 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -6019556.000000 Penalty: 5373.026367
	Iteration 12F: 3 clusters Score -6019556 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -6022105.500000 Penalty: 5373.026367
	Iteration 13F: 3 clusters Score -6022106 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -6024283.000000 Penalty: 5373.026367
	Iteration 14F: 3 clusters Score -6024283 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -6025911.500000 Penalty: 5373.026367
	Iteration 15Q: 3 clusters Score -6025912 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6026944.500000 Penalty: 5373.026367
	Iteration 16Q: 3 clusters Score -6026944 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6027401.500000 Penalty: 5373.026367
	Iteration 17Q: 3 clusters Score -6027402 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6027633.500000 Penalty: 5373.026367
	Iteration 18Q: 3 clusters Score -6027634 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6027758.500000 Penalty: 5373.026367
	Iteration 19Q: 3 clusters Score -6027758 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6027813.500000 Penalty: 5373.026367
	Iteration 20F: 3 clusters Score -6027814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6027875.500000 Penalty: 5373.026367
	Iteration 21Q: 3 clusters Score -6027876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6027897.000000 Penalty: 5373.026367
	Iteration 22Q: 3 clusters Score -6027897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6027907.500000 Penalty: 5373.026367
	Iteration 23Q: 3 clusters Score -6027908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6027919.500000 Penalty: 5373.026367
	Iteration 24Q: 3 clusters Score -6027920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6027934.000000 Penalty: 5373.026367
	Iteration 25Q: 3 clusters Score -6027934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6027932.000000 Penalty: 5373.026367
	Iteration 26Q: 3 clusters Score -6027932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6027946.000000 Penalty: 5373.026367
	Iteration 27Q: 3 clusters Score -6027946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6027960.500000 Penalty: 5373.026367
	Iteration 28Q: 3 clusters Score -6027960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6027965.500000 Penalty: 5373.026367
	Iteration 29Q: 3 clusters Score -6027966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6027974.000000 Penalty: 5373.026367
	Iteration 30Q: 3 clusters Score -6027974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6027981.500000 Penalty: 5373.026367
	Iteration 31Q: 3 clusters Score -6027982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6027986.500000 Penalty: 5373.026367
	Iteration 32Q: 3 clusters Score -6027986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6027986.000000 Penalty: 5373.026367
	Iteration 33Q: 3 clusters Score -6027986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6027989.000000 Penalty: 5373.026367
	Iteration 34Q: 3 clusters Score -6027989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6027981.500000 Penalty: 5373.026367
	Iteration 35Q: 3 clusters Score -6027982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6027981.500000 Penalty: 5373.026367
	Iteration 36F: 3 clusters Score -6027982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Entering Unmasked Estep 
Score: -908390.000000 Penalty: 2224.383301
	Iteration 0F: 2 clusters Score -908390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -902061.687500 Penalty: 4448.766602
	Iteration 0F: 3 clusters Score -902061.7 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -904011.625000 Penalty: 4448.766602
	Iteration 1F: 3 clusters Score -904011.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -904545.000000 Penalty: 4448.766602
	Iteration 2F: 3 clusters Score -904545 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -905075.250000 Penalty: 4448.766602
	Iteration 3F: 3 clusters Score -905075.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -905571.125000 Penalty: 4448.766602
	Iteration 4F: 3 clusters Score -905571.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -906007.750000 Penalty: 4448.766602
	Iteration 5F: 3 clusters Score -906007.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -906398.875000 Penalty: 4448.766602
	Iteration 6F: 3 clusters Score -906398.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -906708.500000 Penalty: 4448.766602
	Iteration 7Q: 3 clusters Score -906708.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -906882.125000 Penalty: 4448.766602
	Iteration 8Q: 3 clusters Score -906882.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -906989.500000 Penalty: 4448.766602
	Iteration 9Q: 3 clusters Score -906989.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -907048.187500 Penalty: 4448.766602
	Iteration 10Q: 3 clusters Score -907048.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -907081.187500 Penalty: 4448.766602
	Iteration 11Q: 3 clusters Score -907081.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -907105.875000 Penalty: 4448.766602
	Iteration 12Q: 3 clusters Score -907105.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -907121.562500 Penalty: 4448.766602
	Iteration 13Q: 3 clusters Score -907121.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -907128.562500 Penalty: 4448.766602
	Iteration 14Q: 3 clusters Score -907128.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -907134.937500 Penalty: 4448.766602
	Iteration 15Q: 3 clusters Score -907134.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -907137.062500 Penalty: 4448.766602
	Iteration 16Q: 3 clusters Score -907137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -907140.062500 Penalty: 4448.766602
	Iteration 17Q: 3 clusters Score -907140.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -907139.375000 Penalty: 4448.766602
	Iteration 18Q: 3 clusters Score -907139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -907142.125000 Penalty: 4448.766602
	Iteration 19Q: 3 clusters Score -907142.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -907141.125000 Penalty: 4448.766602
	Iteration 20F: 3 clusters Score -907141.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Entering Unmasked Estep 
Score: -922115.812500 Penalty: 2222.354980
	Iteration 0F: 2 clusters Score -922115.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -915851.875000 Penalty: 4444.709961
	Iteration 0F: 3 clusters Score -915851.9 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -917539.187500 Penalty: 4444.709961
	Iteration 1F: 3 clusters Score -917539.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -917792.375000 Penalty: 4444.709961
	Iteration 2F: 3 clusters Score -917792.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -917954.812500 Penalty: 4444.709961
	Iteration 3Q: 3 clusters Score -917954.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -918064.125000 Penalty: 4444.709961
	Iteration 4Q: 3 clusters Score -918064.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -918157.125000 Penalty: 4444.709961
	Iteration 5Q: 3 clusters Score -918157.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -918241.562500 Penalty: 4444.709961
	Iteration 6Q: 3 clusters Score -918241.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -918313.937500 Penalty: 4444.709961
	Iteration 7Q: 3 clusters Score -918313.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -918386.125000 Penalty: 4444.709961
	Iteration 8Q: 3 clusters Score -918386.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -918445.562500 Penalty: 4444.709961
	Iteration 9Q: 3 clusters Score -918445.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -918502.562500 Penalty: 4444.709961
	Iteration 10Q: 3 clusters Score -918502.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -918568.812500 Penalty: 4444.709961
	Iteration 11Q: 3 clusters Score -918568.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -918645.687500 Penalty: 4444.709961
	Iteration 12Q: 3 clusters Score -918645.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -918743.000000 Penalty: 4444.709961
	Iteration 13Q: 3 clusters Score -918743 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -918855.625000 Penalty: 4444.709961
	Iteration 14Q: 3 clusters Score -918855.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -918940.250000 Penalty: 4444.709961
	Iteration 15Q: 3 clusters Score -918940.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -919010.062500 Penalty: 4444.709961
	Iteration 16Q: 3 clusters Score -919010.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -919082.875000 Penalty: 4444.709961
	Iteration 17Q: 3 clusters Score -919082.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -919152.062500 Penalty: 4444.709961
	Iteration 18Q: 3 clusters Score -919152.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -919229.437500 Penalty: 4444.709961
	Iteration 19Q: 3 clusters Score -919229.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -919293.937500 Penalty: 4444.709961
	Iteration 20F: 3 clusters Score -919293.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -919363.750000 Penalty: 4444.709961
	Iteration 21Q: 3 clusters Score -919363.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -919428.687500 Penalty: 4444.709961
	Iteration 22Q: 3 clusters Score -919428.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -919498.250000 Penalty: 4444.709961
	Iteration 23Q: 3 clusters Score -919498.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -919570.437500 Penalty: 4444.709961
	Iteration 24Q: 3 clusters Score -919570.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -919632.750000 Penalty: 4444.709961
	Iteration 25Q: 3 clusters Score -919632.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -919697.687500 Penalty: 4444.709961
	Iteration 26Q: 3 clusters Score -919697.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -919747.250000 Penalty: 4444.709961
	Iteration 27Q: 3 clusters Score -919747.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -919803.437500 Penalty: 4444.709961
	Iteration 28Q: 3 clusters Score -919803.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -919852.875000 Penalty: 4444.709961
	Iteration 29Q: 3 clusters Score -919852.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -919891.125000 Penalty: 4444.709961
	Iteration 30Q: 3 clusters Score -919891.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -919920.562500 Penalty: 4444.709961
	Iteration 31Q: 3 clusters Score -919920.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -919948.625000 Penalty: 4444.709961
	Iteration 32Q: 3 clusters Score -919948.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -919975.000000 Penalty: 4444.709961
	Iteration 33Q: 3 clusters Score -919975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -919999.312500 Penalty: 4444.709961
	Iteration 34Q: 3 clusters Score -919999.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -920012.875000 Penalty: 4444.709961
	Iteration 35Q: 3 clusters Score -920012.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -920028.062500 Penalty: 4444.709961
	Iteration 36Q: 3 clusters Score -920028.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -920035.625000 Penalty: 4444.709961
	Iteration 37Q: 3 clusters Score -920035.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -920043.687500 Penalty: 4444.709961
	Iteration 38Q: 3 clusters Score -920043.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -920047.562500 Penalty: 4444.709961
	Iteration 39Q: 3 clusters Score -920047.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -920054.250000 Penalty: 4444.709961
	Iteration 40F: 3 clusters Score -920054.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -920060.062500 Penalty: 4444.709961
	Iteration 41Q: 3 clusters Score -920060.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -920064.750000 Penalty: 4444.709961
	Iteration 42Q: 3 clusters Score -920064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -920065.562500 Penalty: 4444.709961
	Iteration 43Q: 3 clusters Score -920065.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -920068.562500 Penalty: 4444.709961
	Iteration 44Q: 3 clusters Score -920068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -920069.187500 Penalty: 4444.709961
	Iteration 45Q: 3 clusters Score -920069.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -920069.000000 Penalty: 4444.709961
	Iteration 46Q: 3 clusters Score -920069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -920070.812500 Penalty: 4444.709961
	Iteration 47Q: 3 clusters Score -920070.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -920077.000000 Penalty: 4444.709961
	Iteration 48Q: 3 clusters Score -920077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -920080.187500 Penalty: 4444.709961
	Iteration 49Q: 3 clusters Score -920080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -920080.500000 Penalty: 4444.709961
	Iteration 50Q: 3 clusters Score -920080.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -920084.562500 Penalty: 4444.709961
	Iteration 51Q: 3 clusters Score -920084.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -920087.000000 Penalty: 4444.709961
	Iteration 52Q: 3 clusters Score -920087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -920090.437500 Penalty: 4444.709961
	Iteration 53Q: 3 clusters Score -920090.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -920095.062500 Penalty: 4444.709961
	Iteration 54Q: 3 clusters Score -920095.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -920100.625000 Penalty: 4444.709961
	Iteration 55Q: 3 clusters Score -920100.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -920102.937500 Penalty: 4444.709961
	Iteration 56Q: 3 clusters Score -920102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -920104.750000 Penalty: 4444.709961
	Iteration 57Q: 3 clusters Score -920104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -920111.687500 Penalty: 4444.709961
	Iteration 58Q: 3 clusters Score -920111.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -920117.562500 Penalty: 4444.709961
	Iteration 59Q: 3 clusters Score -920117.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -920123.500000 Penalty: 4444.709961
	Iteration 60F: 3 clusters Score -920123.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -920127.187500 Penalty: 4444.709961
	Iteration 61Q: 3 clusters Score -920127.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -920131.812500 Penalty: 4444.709961
	Iteration 62Q: 3 clusters Score -920131.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -920139.312500 Penalty: 4444.709961
	Iteration 63Q: 3 clusters Score -920139.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -920144.250000 Penalty: 4444.709961
	Iteration 64Q: 3 clusters Score -920144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -920146.625000 Penalty: 4444.709961
	Iteration 65Q: 3 clusters Score -920146.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -920149.437500 Penalty: 4444.709961
	Iteration 66Q: 3 clusters Score -920149.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -920153.125000 Penalty: 4444.709961
	Iteration 67Q: 3 clusters Score -920153.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -920153.187500 Penalty: 4444.709961
	Iteration 68Q: 3 clusters Score -920153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -920154.500000 Penalty: 4444.709961
	Iteration 69Q: 3 clusters Score -920154.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -920154.500000 Penalty: 4444.709961
	Iteration 70F: 3 clusters Score -920154.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Entering Unmasked Estep 
Score: -3987583.250000 Penalty: 2584.252930
	Iteration 0F: 2 clusters Score -3987583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3964868.750000 Penalty: 5168.505859
	Iteration 0F: 3 clusters Score -3964869 nChanged 15208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3973162.500000 Penalty: 5168.505859
	Iteration 1F: 3 clusters Score -3973162 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3973753.000000 Penalty: 5168.505859
	Iteration 2F: 3 clusters Score -3973753 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -3974353.250000 Penalty: 5168.505859
	Iteration 3Q: 3 clusters Score -3974353 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3974936.250000 Penalty: 5168.505859
	Iteration 4Q: 3 clusters Score -3974936 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3975717.250000 Penalty: 5168.505859
	Iteration 5Q: 3 clusters Score -3975717 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3976697.750000 Penalty: 5168.505859
	Iteration 6Q: 3 clusters Score -3976698 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3977983.500000 Penalty: 5168.505859
	Iteration 7F: 3 clusters Score -3977984 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3979450.000000 Penalty: 5168.505859
	Iteration 8F: 3 clusters Score -3979450 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3980647.750000 Penalty: 5168.505859
	Iteration 9F: 3 clusters Score -3980648 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3981420.250000 Penalty: 5168.505859
	Iteration 10Q: 3 clusters Score -3981420 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -3981863.250000 Penalty: 5168.505859
	Iteration 11Q: 3 clusters Score -3981863 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3982139.000000 Penalty: 5168.505859
	Iteration 12Q: 3 clusters Score -3982139 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3982353.000000 Penalty: 5168.505859
	Iteration 13Q: 3 clusters Score -3982353 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -3982519.500000 Penalty: 5168.505859
	Iteration 14Q: 3 clusters Score -3982520 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3982670.250000 Penalty: 5168.505859
	Iteration 15Q: 3 clusters Score -3982670 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3982814.750000 Penalty: 5168.505859
	Iteration 16Q: 3 clusters Score -3982815 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3982937.500000 Penalty: 5168.505859
	Iteration 17Q: 3 clusters Score -3982938 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3983020.000000 Penalty: 5168.505859
	Iteration 18Q: 3 clusters Score -3983020 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3983104.750000 Penalty: 5168.505859
	Iteration 19Q: 3 clusters Score -3983105 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3983191.500000 Penalty: 5168.505859
	Iteration 20F: 3 clusters Score -3983192 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3983269.250000 Penalty: 5168.505859
	Iteration 21Q: 3 clusters Score -3983269 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -3983345.750000 Penalty: 5168.505859
	Iteration 22Q: 3 clusters Score -3983346 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3983384.000000 Penalty: 5168.505859
	Iteration 23Q: 3 clusters Score -3983384 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3983429.750000 Penalty: 5168.505859
	Iteration 24Q: 3 clusters Score -3983430 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -3983505.000000 Penalty: 5168.505859
	Iteration 25Q: 3 clusters Score -3983505 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3983561.750000 Penalty: 5168.505859
	Iteration 26Q: 3 clusters Score -3983562 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3983600.750000 Penalty: 5168.505859
	Iteration 27Q: 3 clusters Score -3983601 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3983662.000000 Penalty: 5168.505859
	Iteration 28Q: 3 clusters Score -3983662 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3983741.000000 Penalty: 5168.505859
	Iteration 29Q: 3 clusters Score -3983741 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3983791.000000 Penalty: 5168.505859
	Iteration 30Q: 3 clusters Score -3983791 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3983867.750000 Penalty: 5168.505859
	Iteration 31Q: 3 clusters Score -3983868 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -3983935.000000 Penalty: 5168.505859
	Iteration 32Q: 3 clusters Score -3983935 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -3984002.750000 Penalty: 5168.505859
	Iteration 33Q: 3 clusters Score -3984003 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -3984080.000000 Penalty: 5168.505859
	Iteration 34Q: 3 clusters Score -3984080 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -3984154.250000 Penalty: 5168.505859
	Iteration 35Q: 3 clusters Score -3984154 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3984248.250000 Penalty: 5168.505859
	Iteration 36Q: 3 clusters Score -3984248 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3984324.500000 Penalty: 5168.505859
	Iteration 37Q: 3 clusters Score -3984324 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -3984383.500000 Penalty: 5168.505859
	Iteration 38Q: 3 clusters Score -3984384 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3984439.000000 Penalty: 5168.505859
	Iteration 39Q: 3 clusters Score -3984439 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3984496.500000 Penalty: 5168.505859
	Iteration 40F: 3 clusters Score -3984496 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3984546.250000 Penalty: 5168.505859
	Iteration 41Q: 3 clusters Score -3984546 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3984601.250000 Penalty: 5168.505859
	Iteration 42Q: 3 clusters Score -3984601 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3984645.000000 Penalty: 5168.505859
	Iteration 43Q: 3 clusters Score -3984645 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3984688.500000 Penalty: 5168.505859
	Iteration 44Q: 3 clusters Score -3984688 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3984739.250000 Penalty: 5168.505859
	Iteration 45Q: 3 clusters Score -3984739 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3984779.250000 Penalty: 5168.505859
	Iteration 46Q: 3 clusters Score -3984779 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3984818.750000 Penalty: 5168.505859
	Iteration 47Q: 3 clusters Score -3984819 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3984869.000000 Penalty: 5168.505859
	Iteration 48Q: 3 clusters Score -3984869 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3984928.000000 Penalty: 5168.505859
	Iteration 49Q: 3 clusters Score -3984928 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3984966.000000 Penalty: 5168.505859
	Iteration 50Q: 3 clusters Score -3984966 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3985002.000000 Penalty: 5168.505859
	Iteration 51Q: 3 clusters Score -3985002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3985023.750000 Penalty: 5168.505859
	Iteration 52Q: 3 clusters Score -3985024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3985059.750000 Penalty: 5168.505859
	Iteration 53Q: 3 clusters Score -3985060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3985067.750000 Penalty: 5168.505859
	Iteration 54Q: 3 clusters Score -3985068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3985078.250000 Penalty: 5168.505859
	Iteration 55Q: 3 clusters Score -3985078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3985097.000000 Penalty: 5168.505859
	Iteration 56Q: 3 clusters Score -3985097 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3985109.000000 Penalty: 5168.505859
	Iteration 57Q: 3 clusters Score -3985109 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3985141.000000 Penalty: 5168.505859
	Iteration 58Q: 3 clusters Score -3985141 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3985146.000000 Penalty: 5168.505859
	Iteration 59Q: 3 clusters Score -3985146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3985156.000000 Penalty: 5168.505859
	Iteration 60F: 3 clusters Score -3985156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3985161.750000 Penalty: 5168.505859
	Iteration 61Q: 3 clusters Score -3985162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3985178.000000 Penalty: 5168.505859
	Iteration 62Q: 3 clusters Score -3985178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3985188.500000 Penalty: 5168.505859
	Iteration 63Q: 3 clusters Score -3985188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3985204.250000 Penalty: 5168.505859
	Iteration 64Q: 3 clusters Score -3985204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3985207.000000 Penalty: 5168.505859
	Iteration 65Q: 3 clusters Score -3985207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3985216.500000 Penalty: 5168.505859
	Iteration 66Q: 3 clusters Score -3985216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3985215.750000 Penalty: 5168.505859
	Iteration 67Q: 3 clusters Score -3985216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3985235.250000 Penalty: 5168.505859
	Iteration 68Q: 3 clusters Score -3985235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3985237.000000 Penalty: 5168.505859
	Iteration 69Q: 3 clusters Score -3985237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3985242.000000 Penalty: 5168.505859
	Iteration 70Q: 3 clusters Score -3985242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3985253.500000 Penalty: 5168.505859
	Iteration 71Q: 3 clusters Score -3985254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3985258.500000 Penalty: 5168.505859
	Iteration 72Q: 3 clusters Score -3985258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3985259.750000 Penalty: 5168.505859
	Iteration 73Q: 3 clusters Score -3985260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3985273.000000 Penalty: 5168.505859
	Iteration 74Q: 3 clusters Score -3985273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3985276.750000 Penalty: 5168.505859
	Iteration 75Q: 3 clusters Score -3985277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3985275.500000 Penalty: 5168.505859
	Iteration 76Q: 3 clusters Score -3985276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3985282.000000 Penalty: 5168.505859
	Iteration 77Q: 3 clusters Score -3985282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3985296.750000 Penalty: 5168.505859
	Iteration 78Q: 3 clusters Score -3985297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3985314.000000 Penalty: 5168.505859
	Iteration 79Q: 3 clusters Score -3985314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3985327.500000 Penalty: 5168.505859
	Iteration 80F: 3 clusters Score -3985328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3985341.250000 Penalty: 5168.505859
	Iteration 81Q: 3 clusters Score -3985341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3985342.250000 Penalty: 5168.505859
	Iteration 82Q: 3 clusters Score -3985342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3985351.500000 Penalty: 5168.505859
	Iteration 83Q: 3 clusters Score -3985352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3985345.250000 Penalty: 5168.505859
	Iteration 84Q: 3 clusters Score -3985345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3985346.000000 Penalty: 5168.505859
	Iteration 85Q: 3 clusters Score -3985346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3985359.000000 Penalty: 5168.505859
	Iteration 86Q: 3 clusters Score -3985359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3985358.250000 Penalty: 5168.505859
	Iteration 87Q: 3 clusters Score -3985358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3985364.250000 Penalty: 5168.505859
	Iteration 88Q: 3 clusters Score -3985364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3985362.000000 Penalty: 5168.505859
	Iteration 89Q: 3 clusters Score -3985362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3985366.500000 Penalty: 5168.505859
	Iteration 90Q: 3 clusters Score -3985366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3985362.250000 Penalty: 5168.505859
	Iteration 91Q: 3 clusters Score -3985362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3985366.000000 Penalty: 5168.505859
	Iteration 92Q: 3 clusters Score -3985366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3985367.500000 Penalty: 5168.505859
	Iteration 93Q: 3 clusters Score -3985368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3985371.500000 Penalty: 5168.505859
	Iteration 94Q: 3 clusters Score -3985372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3985368.750000 Penalty: 5168.505859
	Iteration 95Q: 3 clusters Score -3985369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3985374.250000 Penalty: 5168.505859
	Iteration 96Q: 3 clusters Score -3985374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3985381.000000 Penalty: 5168.505859
	Iteration 97Q: 3 clusters Score -3985381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3985386.000000 Penalty: 5168.505859
	Iteration 98Q: 3 clusters Score -3985386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3985392.500000 Penalty: 5168.505859
	Iteration 99Q: 3 clusters Score -3985392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3985398.500000 Penalty: 5168.505859
	Iteration 100F: 3 clusters Score -3985398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3985397.000000 Penalty: 5168.505859
	Iteration 101Q: 3 clusters Score -3985397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3985396.000000 Penalty: 5168.505859
	Iteration 102Q: 3 clusters Score -3985396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3985395.000000 Penalty: 5168.505859
	Iteration 103Q: 3 clusters Score -3985395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3985393.750000 Penalty: 5168.505859
	Iteration 104Q: 3 clusters Score -3985394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3985392.750000 Penalty: 5168.505859
	Iteration 105Q: 3 clusters Score -3985393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3985397.750000 Penalty: 5168.505859
	Iteration 106Q: 3 clusters Score -3985398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3985396.000000 Penalty: 5168.505859
	Iteration 107Q: 3 clusters Score -3985396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3985399.000000 Penalty: 5168.505859
	Iteration 108Q: 3 clusters Score -3985399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3985397.500000 Penalty: 5168.505859
	Iteration 109Q: 3 clusters Score -3985398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3985397.750000 Penalty: 5168.505859
	Iteration 110Q: 3 clusters Score -3985398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3985394.500000 Penalty: 5168.505859
	Iteration 111Q: 3 clusters Score -3985394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3985394.000000 Penalty: 5168.505859
	Iteration 112Q: 3 clusters Score -3985394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3985394.000000 Penalty: 5168.505859
	Iteration 113F: 3 clusters Score -3985394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Entering Unmasked Estep 
Score: -4677697.000000 Penalty: 2623.081787
	Iteration 0F: 2 clusters Score -4677697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4650989.500000 Penalty: 5246.163574
	Iteration 0F: 3 clusters Score -4650990 nChanged 17986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4660695.000000 Penalty: 5246.163574
	Iteration 1F: 3 clusters Score -4660695 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -4661302.000000 Penalty: 5246.163574
	Iteration 2Q: 3 clusters Score -4661302 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -4661949.000000 Penalty: 5246.163574
	Iteration 3Q: 3 clusters Score -4661949 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4662831.500000 Penalty: 5246.163574
	Iteration 4Q: 3 clusters Score -4662832 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -4664158.500000 Penalty: 5246.163574
	Iteration 5F: 3 clusters Score -4664158 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -4666058.500000 Penalty: 5246.163574
	Iteration 6F: 3 clusters Score -4666058 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -4668407.500000 Penalty: 5246.163574
	Iteration 7F: 3 clusters Score -4668408 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -4670871.500000 Penalty: 5246.163574
	Iteration 8F: 3 clusters Score -4670872 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -4672746.000000 Penalty: 5246.163574
	Iteration 9Q: 3 clusters Score -4672746 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -4673894.500000 Penalty: 5246.163574
	Iteration 10Q: 3 clusters Score -4673894 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -4674419.000000 Penalty: 5246.163574
	Iteration 11Q: 3 clusters Score -4674419 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -4674629.500000 Penalty: 5246.163574
	Iteration 12Q: 3 clusters Score -4674630 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -4674736.500000 Penalty: 5246.163574
	Iteration 13Q: 3 clusters Score -4674736 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -4674832.000000 Penalty: 5246.163574
	Iteration 14Q: 3 clusters Score -4674832 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -4674910.000000 Penalty: 5246.163574
	Iteration 15Q: 3 clusters Score -4674910 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4674973.000000 Penalty: 5246.163574
	Iteration 16Q: 3 clusters Score -4674973 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -4675020.500000 Penalty: 5246.163574
	Iteration 17Q: 3 clusters Score -4675020 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -4675090.500000 Penalty: 5246.163574
	Iteration 18Q: 3 clusters Score -4675090 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -4675134.000000 Penalty: 5246.163574
	Iteration 19Q: 3 clusters Score -4675134 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -4675179.500000 Penalty: 5246.163574
	Iteration 20F: 3 clusters Score -4675180 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -4675223.000000 Penalty: 5246.163574
	Iteration 21Q: 3 clusters Score -4675223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -4675256.000000 Penalty: 5246.163574
	Iteration 22Q: 3 clusters Score -4675256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -4675276.500000 Penalty: 5246.163574
	Iteration 23Q: 3 clusters Score -4675276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -4675297.500000 Penalty: 5246.163574
	Iteration 24Q: 3 clusters Score -4675298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4675313.000000 Penalty: 5246.163574
	Iteration 25Q: 3 clusters Score -4675313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -4675316.000000 Penalty: 5246.163574
	Iteration 26Q: 3 clusters Score -4675316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -4675326.000000 Penalty: 5246.163574
	Iteration 27Q: 3 clusters Score -4675326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -4675328.000000 Penalty: 5246.163574
	Iteration 28Q: 3 clusters Score -4675328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -4675332.000000 Penalty: 5246.163574
	Iteration 29Q: 3 clusters Score -4675332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -4675357.000000 Penalty: 5246.163574
	Iteration 30Q: 3 clusters Score -4675357 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -4675365.500000 Penalty: 5246.163574
	Iteration 31Q: 3 clusters Score -4675366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -4675385.000000 Penalty: 5246.163574
	Iteration 32Q: 3 clusters Score -4675385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -4675392.500000 Penalty: 5246.163574
	Iteration 33Q: 3 clusters Score -4675392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -4675403.000000 Penalty: 5246.163574
	Iteration 34Q: 3 clusters Score -4675403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -4675412.000000 Penalty: 5246.163574
	Iteration 35Q: 3 clusters Score -4675412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -4675406.000000 Penalty: 5246.163574
	Iteration 36Q: 3 clusters Score -4675406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -4675412.000000 Penalty: 5246.163574
	Iteration 37Q: 3 clusters Score -4675412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -4675422.000000 Penalty: 5246.163574
	Iteration 38Q: 3 clusters Score -4675422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -4675424.500000 Penalty: 5246.163574
	Iteration 39Q: 3 clusters Score -4675424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -4675419.500000 Penalty: 5246.163574
	Iteration 40F: 3 clusters Score -4675420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -4675422.000000 Penalty: 5246.163574
	Iteration 41Q: 3 clusters Score -4675422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -4675419.500000 Penalty: 5246.163574
	Iteration 42Q: 3 clusters Score -4675420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -4675424.000000 Penalty: 5246.163574
	Iteration 43Q: 3 clusters Score -4675424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -4675437.000000 Penalty: 5246.163574
	Iteration 44Q: 3 clusters Score -4675437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -4675432.500000 Penalty: 5246.163574
	Iteration 45Q: 3 clusters Score -4675432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -4675440.000000 Penalty: 5246.163574
	Iteration 46Q: 3 clusters Score -4675440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -4675436.000000 Penalty: 5246.163574
	Iteration 47Q: 3 clusters Score -4675436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -4675436.500000 Penalty: 5246.163574
	Iteration 48Q: 3 clusters Score -4675436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4675434.500000 Penalty: 5246.163574
	Iteration 49Q: 3 clusters Score -4675434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -4675448.500000 Penalty: 5246.163574
	Iteration 50Q: 3 clusters Score -4675448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -4675449.500000 Penalty: 5246.163574
	Iteration 51Q: 3 clusters Score -4675450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4675447.500000 Penalty: 5246.163574
	Iteration 52Q: 3 clusters Score -4675448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4675447.500000 Penalty: 5246.163574
	Iteration 53F: 3 clusters Score -4675448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Entering Unmasked Estep 
Score: -555479.875000 Penalty: 2116.249268
	Iteration 0F: 2 clusters Score -555479.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -550926.937500 Penalty: 4232.498535
	Iteration 0F: 3 clusters Score -550926.9 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -552167.437500 Penalty: 4232.498535
	Iteration 1F: 3 clusters Score -552167.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -552610.750000 Penalty: 4232.498535
	Iteration 2F: 3 clusters Score -552610.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -552987.875000 Penalty: 4232.498535
	Iteration 3F: 3 clusters Score -552987.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -553254.687500 Penalty: 4232.498535
	Iteration 4F: 3 clusters Score -553254.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -553463.625000 Penalty: 4232.498535
	Iteration 5F: 3 clusters Score -553463.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -553649.375000 Penalty: 4232.498535
	Iteration 6Q: 3 clusters Score -553649.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -553825.250000 Penalty: 4232.498535
	Iteration 7Q: 3 clusters Score -553825.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -553958.937500 Penalty: 4232.498535
	Iteration 8Q: 3 clusters Score -553958.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -554048.625000 Penalty: 4232.498535
	Iteration 9Q: 3 clusters Score -554048.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -554106.125000 Penalty: 4232.498535
	Iteration 10Q: 3 clusters Score -554106.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -554145.750000 Penalty: 4232.498535
	Iteration 11Q: 3 clusters Score -554145.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -554180.750000 Penalty: 4232.498535
	Iteration 12Q: 3 clusters Score -554180.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -554216.312500 Penalty: 4232.498535
	Iteration 13Q: 3 clusters Score -554216.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -554246.062500 Penalty: 4232.498535
	Iteration 14Q: 3 clusters Score -554246.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -554272.250000 Penalty: 4232.498535
	Iteration 15Q: 3 clusters Score -554272.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -554290.937500 Penalty: 4232.498535
	Iteration 16Q: 3 clusters Score -554290.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -554316.500000 Penalty: 4232.498535
	Iteration 17Q: 3 clusters Score -554316.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -554346.312500 Penalty: 4232.498535
	Iteration 18Q: 3 clusters Score -554346.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -554377.625000 Penalty: 4232.498535
	Iteration 19Q: 3 clusters Score -554377.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -554408.562500 Penalty: 4232.498535
	Iteration 20F: 3 clusters Score -554408.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -554434.625000 Penalty: 4232.498535
	Iteration 21Q: 3 clusters Score -554434.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -554452.312500 Penalty: 4232.498535
	Iteration 22Q: 3 clusters Score -554452.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -554465.062500 Penalty: 4232.498535
	Iteration 23Q: 3 clusters Score -554465.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -554473.687500 Penalty: 4232.498535
	Iteration 24Q: 3 clusters Score -554473.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -554481.187500 Penalty: 4232.498535
	Iteration 25Q: 3 clusters Score -554481.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -554484.625000 Penalty: 4232.498535
	Iteration 26Q: 3 clusters Score -554484.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -554490.125000 Penalty: 4232.498535
	Iteration 27Q: 3 clusters Score -554490.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -554493.000000 Penalty: 4232.498535
	Iteration 28Q: 3 clusters Score -554493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -554498.625000 Penalty: 4232.498535
	Iteration 29Q: 3 clusters Score -554498.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -554503.187500 Penalty: 4232.498535
	Iteration 30Q: 3 clusters Score -554503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -554506.500000 Penalty: 4232.498535
	Iteration 31Q: 3 clusters Score -554506.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -554511.750000 Penalty: 4232.498535
	Iteration 32Q: 3 clusters Score -554511.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -554516.562500 Penalty: 4232.498535
	Iteration 33Q: 3 clusters Score -554516.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -554519.312500 Penalty: 4232.498535
	Iteration 34Q: 3 clusters Score -554519.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -554521.250000 Penalty: 4232.498535
	Iteration 35Q: 3 clusters Score -554521.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -554522.250000 Penalty: 4232.498535
	Iteration 36Q: 3 clusters Score -554522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -554522.062500 Penalty: 4232.498535
	Iteration 37Q: 3 clusters Score -554522.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -554522.937500 Penalty: 4232.498535
	Iteration 38Q: 3 clusters Score -554522.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -554524.062500 Penalty: 4232.498535
	Iteration 39Q: 3 clusters Score -554524.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -554523.937500 Penalty: 4232.498535
	Iteration 40F: 3 clusters Score -554523.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Entering Unmasked Estep 
Score: -418383.031250 Penalty: 2046.542114
	Iteration 0F: 2 clusters Score -418383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -414612.906250 Penalty: 4093.084229
	Iteration 0F: 3 clusters Score -414612.9 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -415487.187500 Penalty: 4093.084229
	Iteration 1F: 3 clusters Score -415487.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -415685.062500 Penalty: 4093.084229
	Iteration 2F: 3 clusters Score -415685.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -415816.968750 Penalty: 4093.084229
	Iteration 3F: 3 clusters Score -415817 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -415905.875000 Penalty: 4093.084229
	Iteration 4Q: 3 clusters Score -415905.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -415970.750000 Penalty: 4093.084229
	Iteration 5Q: 3 clusters Score -415970.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -416014.906250 Penalty: 4093.084229
	Iteration 6Q: 3 clusters Score -416014.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -416056.312500 Penalty: 4093.084229
	Iteration 7Q: 3 clusters Score -416056.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -416094.000000 Penalty: 4093.084229
	Iteration 8Q: 3 clusters Score -416094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -416121.250000 Penalty: 4093.084229
	Iteration 9Q: 3 clusters Score -416121.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -416136.906250 Penalty: 4093.084229
	Iteration 10Q: 3 clusters Score -416136.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -416149.125000 Penalty: 4093.084229
	Iteration 11Q: 3 clusters Score -416149.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -416163.781250 Penalty: 4093.084229
	Iteration 12Q: 3 clusters Score -416163.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -416178.562500 Penalty: 4093.084229
	Iteration 13Q: 3 clusters Score -416178.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -416197.281250 Penalty: 4093.084229
	Iteration 14Q: 3 clusters Score -416197.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -416217.375000 Penalty: 4093.084229
	Iteration 15Q: 3 clusters Score -416217.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -416232.562500 Penalty: 4093.084229
	Iteration 16Q: 3 clusters Score -416232.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -416257.531250 Penalty: 4093.084229
	Iteration 17Q: 3 clusters Score -416257.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -416282.031250 Penalty: 4093.084229
	Iteration 18Q: 3 clusters Score -416282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -416299.312500 Penalty: 4093.084229
	Iteration 19Q: 3 clusters Score -416299.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -416317.437500 Penalty: 4093.084229
	Iteration 20F: 3 clusters Score -416317.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -416344.937500 Penalty: 4093.084229
	Iteration 21Q: 3 clusters Score -416344.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -416383.593750 Penalty: 4093.084229
	Iteration 22Q: 3 clusters Score -416383.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -416431.468750 Penalty: 4093.084229
	Iteration 23Q: 3 clusters Score -416431.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -416500.031250 Penalty: 4093.084229
	Iteration 24Q: 3 clusters Score -416500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -416574.312500 Penalty: 4093.084229
	Iteration 25Q: 3 clusters Score -416574.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -416665.093750 Penalty: 4093.084229
	Iteration 26Q: 3 clusters Score -416665.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -416753.312500 Penalty: 4093.084229
	Iteration 27Q: 3 clusters Score -416753.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -416873.375000 Penalty: 4093.084229
	Iteration 28Q: 3 clusters Score -416873.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -416999.312500 Penalty: 4093.084229
	Iteration 29Q: 3 clusters Score -416999.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -417107.000000 Penalty: 4093.084229
	Iteration 30Q: 3 clusters Score -417107 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -417184.093750 Penalty: 4093.084229
	Iteration 31Q: 3 clusters Score -417184.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -417243.187500 Penalty: 4093.084229
	Iteration 32Q: 3 clusters Score -417243.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -417281.312500 Penalty: 4093.084229
	Iteration 33Q: 3 clusters Score -417281.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -417311.156250 Penalty: 4093.084229
	Iteration 34Q: 3 clusters Score -417311.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -417324.062500 Penalty: 4093.084229
	Iteration 35Q: 3 clusters Score -417324.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -417332.437500 Penalty: 4093.084229
	Iteration 36Q: 3 clusters Score -417332.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -417339.968750 Penalty: 4093.084229
	Iteration 37Q: 3 clusters Score -417340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -417347.000000 Penalty: 4093.084229
	Iteration 38Q: 3 clusters Score -417347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -417351.406250 Penalty: 4093.084229
	Iteration 39Q: 3 clusters Score -417351.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -417354.156250 Penalty: 4093.084229
	Iteration 40F: 3 clusters Score -417354.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -417358.750000 Penalty: 4093.084229
	Iteration 41Q: 3 clusters Score -417358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -417359.156250 Penalty: 4093.084229
	Iteration 42Q: 3 clusters Score -417359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -417360.593750 Penalty: 4093.084229
	Iteration 43Q: 3 clusters Score -417360.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -417360.593750 Penalty: 4093.084229
	Iteration 44F: 3 clusters Score -417360.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Entering Unmasked Estep 
Score: -735925.437500 Penalty: 2161.090576
	Iteration 0F: 2 clusters Score -735925.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -730699.375000 Penalty: 4322.181152
	Iteration 0F: 3 clusters Score -730699.4 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -731977.500000 Penalty: 4322.181152
	Iteration 1F: 3 clusters Score -731977.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -732227.500000 Penalty: 4322.181152
	Iteration 2F: 3 clusters Score -732227.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -732392.187500 Penalty: 4322.181152
	Iteration 3F: 3 clusters Score -732392.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -732498.937500 Penalty: 4322.181152
	Iteration 4Q: 3 clusters Score -732498.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -732583.125000 Penalty: 4322.181152
	Iteration 5Q: 3 clusters Score -732583.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -732642.875000 Penalty: 4322.181152
	Iteration 6Q: 3 clusters Score -732642.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -732683.750000 Penalty: 4322.181152
	Iteration 7Q: 3 clusters Score -732683.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -732719.875000 Penalty: 4322.181152
	Iteration 8Q: 3 clusters Score -732719.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -732753.062500 Penalty: 4322.181152
	Iteration 9Q: 3 clusters Score -732753.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -732781.437500 Penalty: 4322.181152
	Iteration 10Q: 3 clusters Score -732781.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -732809.750000 Penalty: 4322.181152
	Iteration 11Q: 3 clusters Score -732809.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -732838.125000 Penalty: 4322.181152
	Iteration 12Q: 3 clusters Score -732838.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -732865.625000 Penalty: 4322.181152
	Iteration 13Q: 3 clusters Score -732865.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -732890.500000 Penalty: 4322.181152
	Iteration 14Q: 3 clusters Score -732890.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -732913.812500 Penalty: 4322.181152
	Iteration 15Q: 3 clusters Score -732913.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -732946.500000 Penalty: 4322.181152
	Iteration 16Q: 3 clusters Score -732946.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -732978.687500 Penalty: 4322.181152
	Iteration 17Q: 3 clusters Score -732978.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -733005.250000 Penalty: 4322.181152
	Iteration 18Q: 3 clusters Score -733005.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -733025.250000 Penalty: 4322.181152
	Iteration 19Q: 3 clusters Score -733025.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -733051.625000 Penalty: 4322.181152
	Iteration 20F: 3 clusters Score -733051.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -733083.687500 Penalty: 4322.181152
	Iteration 21Q: 3 clusters Score -733083.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -733116.375000 Penalty: 4322.181152
	Iteration 22Q: 3 clusters Score -733116.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -733147.187500 Penalty: 4322.181152
	Iteration 23Q: 3 clusters Score -733147.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -733176.687500 Penalty: 4322.181152
	Iteration 24Q: 3 clusters Score -733176.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -733203.375000 Penalty: 4322.181152
	Iteration 25Q: 3 clusters Score -733203.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -733224.125000 Penalty: 4322.181152
	Iteration 26Q: 3 clusters Score -733224.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -733244.437500 Penalty: 4322.181152
	Iteration 27Q: 3 clusters Score -733244.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -733259.187500 Penalty: 4322.181152
	Iteration 28Q: 3 clusters Score -733259.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -733274.000000 Penalty: 4322.181152
	Iteration 29Q: 3 clusters Score -733274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -733283.562500 Penalty: 4322.181152
	Iteration 30Q: 3 clusters Score -733283.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -733294.125000 Penalty: 4322.181152
	Iteration 31Q: 3 clusters Score -733294.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -733305.750000 Penalty: 4322.181152
	Iteration 32Q: 3 clusters Score -733305.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -733321.562500 Penalty: 4322.181152
	Iteration 33Q: 3 clusters Score -733321.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -733333.625000 Penalty: 4322.181152
	Iteration 34Q: 3 clusters Score -733333.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -733348.187500 Penalty: 4322.181152
	Iteration 35Q: 3 clusters Score -733348.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -733371.812500 Penalty: 4322.181152
	Iteration 36Q: 3 clusters Score -733371.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -733391.000000 Penalty: 4322.181152
	Iteration 37Q: 3 clusters Score -733391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -733411.937500 Penalty: 4322.181152
	Iteration 38Q: 3 clusters Score -733411.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -733431.187500 Penalty: 4322.181152
	Iteration 39Q: 3 clusters Score -733431.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -733451.687500 Penalty: 4322.181152
	Iteration 40F: 3 clusters Score -733451.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -733469.937500 Penalty: 4322.181152
	Iteration 41Q: 3 clusters Score -733469.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -733486.687500 Penalty: 4322.181152
	Iteration 42Q: 3 clusters Score -733486.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -733506.687500 Penalty: 4322.181152
	Iteration 43Q: 3 clusters Score -733506.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -733523.375000 Penalty: 4322.181152
	Iteration 44Q: 3 clusters Score -733523.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -733539.437500 Penalty: 4322.181152
	Iteration 45Q: 3 clusters Score -733539.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -733552.562500 Penalty: 4322.181152
	Iteration 46Q: 3 clusters Score -733552.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -733571.625000 Penalty: 4322.181152
	Iteration 47Q: 3 clusters Score -733571.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -733587.937500 Penalty: 4322.181152
	Iteration 48Q: 3 clusters Score -733587.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -733602.562500 Penalty: 4322.181152
	Iteration 49Q: 3 clusters Score -733602.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -733614.125000 Penalty: 4322.181152
	Iteration 50Q: 3 clusters Score -733614.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -733621.500000 Penalty: 4322.181152
	Iteration 51Q: 3 clusters Score -733621.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -733628.187500 Penalty: 4322.181152
	Iteration 52Q: 3 clusters Score -733628.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -733636.375000 Penalty: 4322.181152
	Iteration 53Q: 3 clusters Score -733636.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -733642.937500 Penalty: 4322.181152
	Iteration 54Q: 3 clusters Score -733642.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -733649.937500 Penalty: 4322.181152
	Iteration 55Q: 3 clusters Score -733649.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -733657.437500 Penalty: 4322.181152
	Iteration 56Q: 3 clusters Score -733657.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -733663.437500 Penalty: 4322.181152
	Iteration 57Q: 3 clusters Score -733663.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -733669.562500 Penalty: 4322.181152
	Iteration 58Q: 3 clusters Score -733669.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -733674.437500 Penalty: 4322.181152
	Iteration 59Q: 3 clusters Score -733674.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -733679.625000 Penalty: 4322.181152
	Iteration 60F: 3 clusters Score -733679.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -733687.062500 Penalty: 4322.181152
	Iteration 61Q: 3 clusters Score -733687.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -733694.875000 Penalty: 4322.181152
	Iteration 62Q: 3 clusters Score -733694.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -733704.375000 Penalty: 4322.181152
	Iteration 63Q: 3 clusters Score -733704.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -733715.875000 Penalty: 4322.181152
	Iteration 64Q: 3 clusters Score -733715.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -733729.937500 Penalty: 4322.181152
	Iteration 65Q: 3 clusters Score -733729.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -733740.125000 Penalty: 4322.181152
	Iteration 66Q: 3 clusters Score -733740.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -733746.375000 Penalty: 4322.181152
	Iteration 67Q: 3 clusters Score -733746.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -733754.062500 Penalty: 4322.181152
	Iteration 68Q: 3 clusters Score -733754.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -733760.500000 Penalty: 4322.181152
	Iteration 69Q: 3 clusters Score -733760.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -733767.250000 Penalty: 4322.181152
	Iteration 70Q: 3 clusters Score -733767.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -733775.000000 Penalty: 4322.181152
	Iteration 71Q: 3 clusters Score -733775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -733782.187500 Penalty: 4322.181152
	Iteration 72Q: 3 clusters Score -733782.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -733788.500000 Penalty: 4322.181152
	Iteration 73Q: 3 clusters Score -733788.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -733795.312500 Penalty: 4322.181152
	Iteration 74Q: 3 clusters Score -733795.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -733802.062500 Penalty: 4322.181152
	Iteration 75Q: 3 clusters Score -733802.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -733806.500000 Penalty: 4322.181152
	Iteration 76Q: 3 clusters Score -733806.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -733810.937500 Penalty: 4322.181152
	Iteration 77Q: 3 clusters Score -733810.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -733812.375000 Penalty: 4322.181152
	Iteration 78Q: 3 clusters Score -733812.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -733814.875000 Penalty: 4322.181152
	Iteration 79Q: 3 clusters Score -733814.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -733819.250000 Penalty: 4322.181152
	Iteration 80F: 3 clusters Score -733819.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -733821.500000 Penalty: 4322.181152
	Iteration 81Q: 3 clusters Score -733821.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -733822.500000 Penalty: 4322.181152
	Iteration 82Q: 3 clusters Score -733822.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -733824.875000 Penalty: 4322.181152
	Iteration 83Q: 3 clusters Score -733824.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -733828.312500 Penalty: 4322.181152
	Iteration 84Q: 3 clusters Score -733828.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -733831.937500 Penalty: 4322.181152
	Iteration 85Q: 3 clusters Score -733831.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -733835.187500 Penalty: 4322.181152
	Iteration 86Q: 3 clusters Score -733835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -733837.500000 Penalty: 4322.181152
	Iteration 87Q: 3 clusters Score -733837.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -733837.687500 Penalty: 4322.181152
	Iteration 88Q: 3 clusters Score -733837.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -733838.312500 Penalty: 4322.181152
	Iteration 89Q: 3 clusters Score -733838.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -733841.000000 Penalty: 4322.181152
	Iteration 90Q: 3 clusters Score -733841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -733841.062500 Penalty: 4322.181152
	Iteration 91Q: 3 clusters Score -733841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -733843.250000 Penalty: 4322.181152
	Iteration 92Q: 3 clusters Score -733843.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -733843.187500 Penalty: 4322.181152
	Iteration 93Q: 3 clusters Score -733843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -733844.125000 Penalty: 4322.181152
	Iteration 94Q: 3 clusters Score -733844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -733844.625000 Penalty: 4322.181152
	Iteration 95Q: 3 clusters Score -733844.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -733844.125000 Penalty: 4322.181152
	Iteration 96Q: 3 clusters Score -733844.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -733844.125000 Penalty: 4322.181152
	Iteration 97F: 3 clusters Score -733844.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (175296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175296 members 
Entering Unmasked Estep 
Score: -20958284.000000 Penalty: 2994.409424
	Iteration 0F: 2 clusters Score -2.095828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87359 members 
Mstep: Class 2 contains 87937 members 
Entering Unmasked Estep 
Score: -20847382.000000 Penalty: 5988.818848
	Iteration 0F: 3 clusters Score -2.084738e+07 nChanged 84135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 93360 members 
Entering Unmasked Estep 
Score: -20896258.000000 Penalty: 5988.818848
	Iteration 1F: 3 clusters Score -2.089626e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 96446 members 
Entering Unmasked Estep 
Score: -20897634.000000 Penalty: 5988.818848
	Iteration 2Q: 3 clusters Score -2.089763e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -20899482.000000 Penalty: 5988.818848
	Iteration 3Q: 3 clusters Score -2.089948e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 108666 members 
Entering Unmasked Estep 
Score: -20902892.000000 Penalty: 5988.818848
	Iteration 4Q: 3 clusters Score -2.090289e+07 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 119784 members 
Entering Unmasked Estep 
Score: -20909970.000000 Penalty: 5988.818848
	Iteration 5F: 3 clusters Score -2.090997e+07 nChanged 15249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 134843 members 
Entering Unmasked Estep 
Score: -20922290.000000 Penalty: 5988.818848
	Iteration 6F: 3 clusters Score -2.092229e+07 nChanged 16920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 151647 members 
Entering Unmasked Estep 
Score: -20938436.000000 Penalty: 5988.818848
	Iteration 7F: 3 clusters Score -2.093844e+07 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 164776 members 
Entering Unmasked Estep 
Score: -20949396.000000 Penalty: 5988.818848
	Iteration 8F: 3 clusters Score -2.09494e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 171090 members 
Entering Unmasked Estep 
Score: -20953848.000000 Penalty: 5988.818848
	Iteration 9Q: 3 clusters Score -2.095385e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 173309 members 
Entering Unmasked Estep 
Score: -20955128.000000 Penalty: 5988.818848
	Iteration 10Q: 3 clusters Score -2.095513e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 173953 members 
Entering Unmasked Estep 
Score: -20955694.000000 Penalty: 5988.818848
	Iteration 11Q: 3 clusters Score -2.095569e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 174121 members 
Entering Unmasked Estep 
Score: -20955922.000000 Penalty: 5988.818848
	Iteration 12Q: 3 clusters Score -2.095592e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 174184 members 
Entering Unmasked Estep 
Score: -20956106.000000 Penalty: 5988.818848
	Iteration 13Q: 3 clusters Score -2.095611e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 174208 members 
Entering Unmasked Estep 
Score: -20956180.000000 Penalty: 5988.818848
	Iteration 14Q: 3 clusters Score -2.095618e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 174210 members 
Entering Unmasked Estep 
Score: -20956242.000000 Penalty: 5988.818848
	Iteration 15Q: 3 clusters Score -2.095624e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 174213 members 
Entering Unmasked Estep 
Score: -20956286.000000 Penalty: 5988.818848
	Iteration 16Q: 3 clusters Score -2.095629e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 174216 members 
Entering Unmasked Estep 
Score: -20956304.000000 Penalty: 5988.818848
	Iteration 17Q: 3 clusters Score -2.09563e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 174212 members 
Entering Unmasked Estep 
Score: -20956294.000000 Penalty: 5988.818848
	Iteration 18Q: 3 clusters Score -2.095629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 174209 members 
Entering Unmasked Estep 
Score: -20956286.000000 Penalty: 5988.818848
	Iteration 19Q: 3 clusters Score -2.095629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 174208 members 
Entering Unmasked Estep 
Score: -20956298.000000 Penalty: 5988.818848
	Iteration 20F: 3 clusters Score -2.09563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 174203 members 
Entering Unmasked Estep 
Score: -20956306.000000 Penalty: 5988.818848
	Iteration 21Q: 3 clusters Score -2.095631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 174198 members 
Entering Unmasked Estep 
Score: -20956298.000000 Penalty: 5988.818848
	Iteration 22Q: 3 clusters Score -2.09563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 174194 members 
Entering Unmasked Estep 
Score: -20956316.000000 Penalty: 5988.818848
	Iteration 23Q: 3 clusters Score -2.095632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 174189 members 
Entering Unmasked Estep 
Score: -20956328.000000 Penalty: 5988.818848
	Iteration 24Q: 3 clusters Score -2.095633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 174187 members 
Entering Unmasked Estep 
Score: -20956326.000000 Penalty: 5988.818848
	Iteration 25Q: 3 clusters Score -2.095633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 174186 members 
Entering Unmasked Estep 
Score: -20956326.000000 Penalty: 5988.818848
	Iteration 26Q: 3 clusters Score -2.095633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 174186 members 
Entering Unmasked Estep 
Score: -20956326.000000 Penalty: 5988.818848
	Iteration 27F: 3 clusters Score -2.095633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Entering Unmasked Estep 
Score: -799544.312500 Penalty: 2188.920898
	Iteration 0F: 2 clusters Score -799544.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -793924.000000 Penalty: 4377.841797
	Iteration 0F: 3 clusters Score -793924 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -795515.250000 Penalty: 4377.841797
	Iteration 1F: 3 clusters Score -795515.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -795752.937500 Penalty: 4377.841797
	Iteration 2F: 3 clusters Score -795752.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -795897.562500 Penalty: 4377.841797
	Iteration 3Q: 3 clusters Score -795897.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -796021.187500 Penalty: 4377.841797
	Iteration 4Q: 3 clusters Score -796021.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -796125.625000 Penalty: 4377.841797
	Iteration 5Q: 3 clusters Score -796125.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -796209.250000 Penalty: 4377.841797
	Iteration 6Q: 3 clusters Score -796209.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -796283.125000 Penalty: 4377.841797
	Iteration 7Q: 3 clusters Score -796283.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -796360.812500 Penalty: 4377.841797
	Iteration 8Q: 3 clusters Score -796360.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -796468.000000 Penalty: 4377.841797
	Iteration 9Q: 3 clusters Score -796468 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -796575.750000 Penalty: 4377.841797
	Iteration 10Q: 3 clusters Score -796575.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -796700.937500 Penalty: 4377.841797
	Iteration 11Q: 3 clusters Score -796700.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -796833.750000 Penalty: 4377.841797
	Iteration 12Q: 3 clusters Score -796833.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -796957.062500 Penalty: 4377.841797
	Iteration 13Q: 3 clusters Score -796957.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -797061.687500 Penalty: 4377.841797
	Iteration 14Q: 3 clusters Score -797061.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -797163.625000 Penalty: 4377.841797
	Iteration 15Q: 3 clusters Score -797163.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -797249.437500 Penalty: 4377.841797
	Iteration 16Q: 3 clusters Score -797249.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -797339.125000 Penalty: 4377.841797
	Iteration 17Q: 3 clusters Score -797339.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -797411.187500 Penalty: 4377.841797
	Iteration 18Q: 3 clusters Score -797411.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -797464.062500 Penalty: 4377.841797
	Iteration 19Q: 3 clusters Score -797464.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -797510.500000 Penalty: 4377.841797
	Iteration 20F: 3 clusters Score -797510.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -797550.875000 Penalty: 4377.841797
	Iteration 21Q: 3 clusters Score -797550.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -797582.562500 Penalty: 4377.841797
	Iteration 22Q: 3 clusters Score -797582.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -797606.812500 Penalty: 4377.841797
	Iteration 23Q: 3 clusters Score -797606.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -797622.187500 Penalty: 4377.841797
	Iteration 24Q: 3 clusters Score -797622.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -797639.000000 Penalty: 4377.841797
	Iteration 25Q: 3 clusters Score -797639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -797650.250000 Penalty: 4377.841797
	Iteration 26Q: 3 clusters Score -797650.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -797656.562500 Penalty: 4377.841797
	Iteration 27Q: 3 clusters Score -797656.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -797662.562500 Penalty: 4377.841797
	Iteration 28Q: 3 clusters Score -797662.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -797666.812500 Penalty: 4377.841797
	Iteration 29Q: 3 clusters Score -797666.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -797672.750000 Penalty: 4377.841797
	Iteration 30Q: 3 clusters Score -797672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -797677.000000 Penalty: 4377.841797
	Iteration 31Q: 3 clusters Score -797677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -797679.937500 Penalty: 4377.841797
	Iteration 32Q: 3 clusters Score -797679.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -797684.250000 Penalty: 4377.841797
	Iteration 33Q: 3 clusters Score -797684.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -797690.250000 Penalty: 4377.841797
	Iteration 34Q: 3 clusters Score -797690.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -797694.625000 Penalty: 4377.841797
	Iteration 35Q: 3 clusters Score -797694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -797697.812500 Penalty: 4377.841797
	Iteration 36Q: 3 clusters Score -797697.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -797700.750000 Penalty: 4377.841797
	Iteration 37Q: 3 clusters Score -797700.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -797707.750000 Penalty: 4377.841797
	Iteration 38Q: 3 clusters Score -797707.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -797715.062500 Penalty: 4377.841797
	Iteration 39Q: 3 clusters Score -797715.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -797716.625000 Penalty: 4377.841797
	Iteration 40F: 3 clusters Score -797716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -797718.312500 Penalty: 4377.841797
	Iteration 41Q: 3 clusters Score -797718.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -797721.250000 Penalty: 4377.841797
	Iteration 42Q: 3 clusters Score -797721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -797722.812500 Penalty: 4377.841797
	Iteration 43Q: 3 clusters Score -797722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -797727.375000 Penalty: 4377.841797
	Iteration 44Q: 3 clusters Score -797727.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -797726.937500 Penalty: 4377.841797
	Iteration 45Q: 3 clusters Score -797726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -797728.312500 Penalty: 4377.841797
	Iteration 46Q: 3 clusters Score -797728.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -797732.625000 Penalty: 4377.841797
	Iteration 47Q: 3 clusters Score -797732.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -797739.000000 Penalty: 4377.841797
	Iteration 48Q: 3 clusters Score -797739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -797744.375000 Penalty: 4377.841797
	Iteration 49Q: 3 clusters Score -797744.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -797750.250000 Penalty: 4377.841797
	Iteration 50Q: 3 clusters Score -797750.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -797752.625000 Penalty: 4377.841797
	Iteration 51Q: 3 clusters Score -797752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -797752.562500 Penalty: 4377.841797
	Iteration 52Q: 3 clusters Score -797752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -797755.687500 Penalty: 4377.841797
	Iteration 53Q: 3 clusters Score -797755.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -797757.687500 Penalty: 4377.841797
	Iteration 54Q: 3 clusters Score -797757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -797761.062500 Penalty: 4377.841797
	Iteration 55Q: 3 clusters Score -797761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -797761.750000 Penalty: 4377.841797
	Iteration 56Q: 3 clusters Score -797761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -797764.437500 Penalty: 4377.841797
	Iteration 57Q: 3 clusters Score -797764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -797766.812500 Penalty: 4377.841797
	Iteration 58Q: 3 clusters Score -797766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -797767.875000 Penalty: 4377.841797
	Iteration 59Q: 3 clusters Score -797767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -797768.875000 Penalty: 4377.841797
	Iteration 60F: 3 clusters Score -797768.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Entering Unmasked Estep 
Score: -1147489.500000 Penalty: 2279.785889
	Iteration 0F: 2 clusters Score -1147490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1140083.375000 Penalty: 4559.571777
	Iteration 0F: 3 clusters Score -1140083 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1142248.125000 Penalty: 4559.571777
	Iteration 1F: 3 clusters Score -1142248 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1142641.750000 Penalty: 4559.571777
	Iteration 2F: 3 clusters Score -1142642 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1142978.750000 Penalty: 4559.571777
	Iteration 3F: 3 clusters Score -1142979 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1143274.250000 Penalty: 4559.571777
	Iteration 4F: 3 clusters Score -1143274 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1143622.000000 Penalty: 4559.571777
	Iteration 5F: 3 clusters Score -1143622 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1144007.500000 Penalty: 4559.571777
	Iteration 6F: 3 clusters Score -1144008 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1144402.250000 Penalty: 4559.571777
	Iteration 7F: 3 clusters Score -1144402 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1144793.000000 Penalty: 4559.571777
	Iteration 8F: 3 clusters Score -1144793 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1145109.750000 Penalty: 4559.571777
	Iteration 9Q: 3 clusters Score -1145110 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1145342.625000 Penalty: 4559.571777
	Iteration 10Q: 3 clusters Score -1145343 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1145521.500000 Penalty: 4559.571777
	Iteration 11Q: 3 clusters Score -1145522 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1145681.125000 Penalty: 4559.571777
	Iteration 12Q: 3 clusters Score -1145681 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1145797.625000 Penalty: 4559.571777
	Iteration 13Q: 3 clusters Score -1145798 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1145891.875000 Penalty: 4559.571777
	Iteration 14Q: 3 clusters Score -1145892 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1145954.500000 Penalty: 4559.571777
	Iteration 15Q: 3 clusters Score -1145954 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1145992.125000 Penalty: 4559.571777
	Iteration 16Q: 3 clusters Score -1145992 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1146025.500000 Penalty: 4559.571777
	Iteration 17Q: 3 clusters Score -1146026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1146048.500000 Penalty: 4559.571777
	Iteration 18Q: 3 clusters Score -1146048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1146088.500000 Penalty: 4559.571777
	Iteration 19Q: 3 clusters Score -1146088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1146112.250000 Penalty: 4559.571777
	Iteration 20F: 3 clusters Score -1146112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1146128.375000 Penalty: 4559.571777
	Iteration 21Q: 3 clusters Score -1146128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1146147.125000 Penalty: 4559.571777
	Iteration 22Q: 3 clusters Score -1146147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1146162.875000 Penalty: 4559.571777
	Iteration 23Q: 3 clusters Score -1146163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1146170.250000 Penalty: 4559.571777
	Iteration 24Q: 3 clusters Score -1146170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1146174.500000 Penalty: 4559.571777
	Iteration 25Q: 3 clusters Score -1146174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1146181.375000 Penalty: 4559.571777
	Iteration 26Q: 3 clusters Score -1146181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1146179.625000 Penalty: 4559.571777
	Iteration 27Q: 3 clusters Score -1146180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1146180.000000 Penalty: 4559.571777
	Iteration 28Q: 3 clusters Score -1146180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1146182.375000 Penalty: 4559.571777
	Iteration 29Q: 3 clusters Score -1146182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1146184.125000 Penalty: 4559.571777
	Iteration 30Q: 3 clusters Score -1146184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1146185.500000 Penalty: 4559.571777
	Iteration 31Q: 3 clusters Score -1146186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1146186.625000 Penalty: 4559.571777
	Iteration 32Q: 3 clusters Score -1146187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1146187.000000 Penalty: 4559.571777
	Iteration 33Q: 3 clusters Score -1146187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1146187.000000 Penalty: 4559.571777
	Iteration 34F: 3 clusters Score -1146187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Entering Unmasked Estep 
Score: -547870.062500 Penalty: 2092.982910
	Iteration 0F: 2 clusters Score -547870.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -543613.187500 Penalty: 4185.965820
	Iteration 0F: 3 clusters Score -543613.2 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -544602.437500 Penalty: 4185.965820
	Iteration 1F: 3 clusters Score -544602.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -544898.125000 Penalty: 4185.965820
	Iteration 2F: 3 clusters Score -544898.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -545139.625000 Penalty: 4185.965820
	Iteration 3F: 3 clusters Score -545139.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -545341.375000 Penalty: 4185.965820
	Iteration 4F: 3 clusters Score -545341.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -545547.500000 Penalty: 4185.965820
	Iteration 5F: 3 clusters Score -545547.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -545740.625000 Penalty: 4185.965820
	Iteration 6F: 3 clusters Score -545740.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -545900.625000 Penalty: 4185.965820
	Iteration 7Q: 3 clusters Score -545900.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -546037.000000 Penalty: 4185.965820
	Iteration 8Q: 3 clusters Score -546037 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -546114.812500 Penalty: 4185.965820
	Iteration 9Q: 3 clusters Score -546114.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -546183.125000 Penalty: 4185.965820
	Iteration 10Q: 3 clusters Score -546183.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -546219.875000 Penalty: 4185.965820
	Iteration 11Q: 3 clusters Score -546219.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -546239.500000 Penalty: 4185.965820
	Iteration 12Q: 3 clusters Score -546239.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -546257.187500 Penalty: 4185.965820
	Iteration 13Q: 3 clusters Score -546257.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -546271.187500 Penalty: 4185.965820
	Iteration 14Q: 3 clusters Score -546271.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -546286.187500 Penalty: 4185.965820
	Iteration 15Q: 3 clusters Score -546286.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -546295.687500 Penalty: 4185.965820
	Iteration 16Q: 3 clusters Score -546295.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -546305.437500 Penalty: 4185.965820
	Iteration 17Q: 3 clusters Score -546305.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -546311.812500 Penalty: 4185.965820
	Iteration 18Q: 3 clusters Score -546311.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -546325.875000 Penalty: 4185.965820
	Iteration 19Q: 3 clusters Score -546325.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -546340.937500 Penalty: 4185.965820
	Iteration 20F: 3 clusters Score -546340.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -546353.250000 Penalty: 4185.965820
	Iteration 21Q: 3 clusters Score -546353.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -546359.375000 Penalty: 4185.965820
	Iteration 22Q: 3 clusters Score -546359.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -546366.125000 Penalty: 4185.965820
	Iteration 23Q: 3 clusters Score -546366.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -546373.062500 Penalty: 4185.965820
	Iteration 24Q: 3 clusters Score -546373.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -546381.687500 Penalty: 4185.965820
	Iteration 25Q: 3 clusters Score -546381.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -546385.625000 Penalty: 4185.965820
	Iteration 26Q: 3 clusters Score -546385.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -546390.000000 Penalty: 4185.965820
	Iteration 27Q: 3 clusters Score -546390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -546392.437500 Penalty: 4185.965820
	Iteration 28Q: 3 clusters Score -546392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -546395.812500 Penalty: 4185.965820
	Iteration 29Q: 3 clusters Score -546395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -546395.250000 Penalty: 4185.965820
	Iteration 30Q: 3 clusters Score -546395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -546395.250000 Penalty: 4185.965820
	Iteration 31F: 3 clusters Score -546395.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (154907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154907 members 
Entering Unmasked Estep 
Score: -18430204.000000 Penalty: 2963.743896
	Iteration 0F: 2 clusters Score -1.84302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -18327838.000000 Penalty: 5927.487793
	Iteration 0F: 3 clusters Score -1.832784e+07 nChanged 73915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -18370812.000000 Penalty: 5927.487793
	Iteration 1F: 3 clusters Score -1.837081e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84981 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -18372620.000000 Penalty: 5927.487793
	Iteration 2Q: 3 clusters Score -1.837262e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -18375338.000000 Penalty: 5927.487793
	Iteration 3Q: 3 clusters Score -1.837534e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -18379638.000000 Penalty: 5927.487793
	Iteration 4F: 3 clusters Score -1.837964e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -18386090.000000 Penalty: 5927.487793
	Iteration 5F: 3 clusters Score -1.838609e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111180 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -18394922.000000 Penalty: 5927.487793
	Iteration 6F: 3 clusters Score -1.839492e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119646 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -18404286.000000 Penalty: 5927.487793
	Iteration 7F: 3 clusters Score -1.840429e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125812 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -18411558.000000 Penalty: 5927.487793
	Iteration 8F: 3 clusters Score -1.841156e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129777 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -18415956.000000 Penalty: 5927.487793
	Iteration 9Q: 3 clusters Score -1.841596e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132777 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -18418600.000000 Penalty: 5927.487793
	Iteration 10Q: 3 clusters Score -1.84186e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135234 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -18420604.000000 Penalty: 5927.487793
	Iteration 11Q: 3 clusters Score -1.84206e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137208 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -18422188.000000 Penalty: 5927.487793
	Iteration 12Q: 3 clusters Score -1.842219e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138818 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -18423404.000000 Penalty: 5927.487793
	Iteration 13Q: 3 clusters Score -1.84234e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140072 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -18424118.000000 Penalty: 5927.487793
	Iteration 14Q: 3 clusters Score -1.842412e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141113 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -18424710.000000 Penalty: 5927.487793
	Iteration 15Q: 3 clusters Score -1.842471e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141966 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -18425068.000000 Penalty: 5927.487793
	Iteration 16Q: 3 clusters Score -1.842507e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142743 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -18425350.000000 Penalty: 5927.487793
	Iteration 17Q: 3 clusters Score -1.842535e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143388 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -18425552.000000 Penalty: 5927.487793
	Iteration 18Q: 3 clusters Score -1.842555e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143979 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -18425722.000000 Penalty: 5927.487793
	Iteration 19Q: 3 clusters Score -1.842572e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144509 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -18425800.000000 Penalty: 5927.487793
	Iteration 20F: 3 clusters Score -1.84258e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144999 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -18425902.000000 Penalty: 5927.487793
	Iteration 21Q: 3 clusters Score -1.84259e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145450 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -18425972.000000 Penalty: 5927.487793
	Iteration 22Q: 3 clusters Score -1.842597e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145880 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -18426120.000000 Penalty: 5927.487793
	Iteration 23Q: 3 clusters Score -1.842612e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146299 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -18426194.000000 Penalty: 5927.487793
	Iteration 24Q: 3 clusters Score -1.842619e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146726 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -18426314.000000 Penalty: 5927.487793
	Iteration 25Q: 3 clusters Score -1.842631e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147150 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -18426410.000000 Penalty: 5927.487793
	Iteration 26Q: 3 clusters Score -1.842641e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147546 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -18426460.000000 Penalty: 5927.487793
	Iteration 27Q: 3 clusters Score -1.842646e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147932 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -18426568.000000 Penalty: 5927.487793
	Iteration 28Q: 3 clusters Score -1.842657e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148334 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -18426620.000000 Penalty: 5927.487793
	Iteration 29Q: 3 clusters Score -1.842662e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148711 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -18426704.000000 Penalty: 5927.487793
	Iteration 30Q: 3 clusters Score -1.84267e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149078 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -18426762.000000 Penalty: 5927.487793
	Iteration 31Q: 3 clusters Score -1.842676e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149433 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -18426834.000000 Penalty: 5927.487793
	Iteration 32Q: 3 clusters Score -1.842683e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149776 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -18426926.000000 Penalty: 5927.487793
	Iteration 33Q: 3 clusters Score -1.842693e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150135 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -18426990.000000 Penalty: 5927.487793
	Iteration 34Q: 3 clusters Score -1.842699e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150471 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -18427110.000000 Penalty: 5927.487793
	Iteration 35Q: 3 clusters Score -1.842711e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150808 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -18427202.000000 Penalty: 5927.487793
	Iteration 36Q: 3 clusters Score -1.84272e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -18427288.000000 Penalty: 5927.487793
	Iteration 37Q: 3 clusters Score -1.842729e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151368 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -18427322.000000 Penalty: 5927.487793
	Iteration 38Q: 3 clusters Score -1.842732e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151590 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -18427340.000000 Penalty: 5927.487793
	Iteration 39Q: 3 clusters Score -1.842734e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151790 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -18427340.000000 Penalty: 5927.487793
	Iteration 40F: 3 clusters Score -1.842734e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151976 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -18427356.000000 Penalty: 5927.487793
	Iteration 41Q: 3 clusters Score -1.842736e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152160 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -18427428.000000 Penalty: 5927.487793
	Iteration 42Q: 3 clusters Score -1.842743e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152315 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -18427474.000000 Penalty: 5927.487793
	Iteration 43Q: 3 clusters Score -1.842747e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152456 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -18427528.000000 Penalty: 5927.487793
	Iteration 44Q: 3 clusters Score -1.842753e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152587 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -18427556.000000 Penalty: 5927.487793
	Iteration 45Q: 3 clusters Score -1.842756e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -18427586.000000 Penalty: 5927.487793
	Iteration 46Q: 3 clusters Score -1.842759e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152813 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -18427614.000000 Penalty: 5927.487793
	Iteration 47Q: 3 clusters Score -1.842761e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152906 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -18427644.000000 Penalty: 5927.487793
	Iteration 48Q: 3 clusters Score -1.842764e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152994 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -18427652.000000 Penalty: 5927.487793
	Iteration 49Q: 3 clusters Score -1.842765e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153074 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18427676.000000 Penalty: 5927.487793
	Iteration 50Q: 3 clusters Score -1.842768e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153138 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -18427684.000000 Penalty: 5927.487793
	Iteration 51Q: 3 clusters Score -1.842768e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153216 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -18427724.000000 Penalty: 5927.487793
	Iteration 52Q: 3 clusters Score -1.842772e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153273 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -18427752.000000 Penalty: 5927.487793
	Iteration 53Q: 3 clusters Score -1.842775e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153328 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -18427774.000000 Penalty: 5927.487793
	Iteration 54Q: 3 clusters Score -1.842777e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153377 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -18427800.000000 Penalty: 5927.487793
	Iteration 55Q: 3 clusters Score -1.84278e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153437 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -18427814.000000 Penalty: 5927.487793
	Iteration 56Q: 3 clusters Score -1.842781e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153479 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -18427826.000000 Penalty: 5927.487793
	Iteration 57Q: 3 clusters Score -1.842783e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153512 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -18427842.000000 Penalty: 5927.487793
	Iteration 58Q: 3 clusters Score -1.842784e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153541 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -18427854.000000 Penalty: 5927.487793
	Iteration 59Q: 3 clusters Score -1.842785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -18427882.000000 Penalty: 5927.487793
	Iteration 60F: 3 clusters Score -1.842788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153574 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -18427908.000000 Penalty: 5927.487793
	Iteration 61Q: 3 clusters Score -1.842791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153588 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -18427902.000000 Penalty: 5927.487793
	Iteration 62Q: 3 clusters Score -1.84279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153593 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -18427898.000000 Penalty: 5927.487793
	Iteration 63Q: 3 clusters Score -1.84279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153601 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -18427914.000000 Penalty: 5927.487793
	Iteration 64Q: 3 clusters Score -1.842791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153604 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -18427932.000000 Penalty: 5927.487793
	Iteration 65Q: 3 clusters Score -1.842793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153606 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -18427938.000000 Penalty: 5927.487793
	Iteration 66Q: 3 clusters Score -1.842794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153609 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -18427940.000000 Penalty: 5927.487793
	Iteration 67Q: 3 clusters Score -1.842794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153612 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -18427936.000000 Penalty: 5927.487793
	Iteration 68Q: 3 clusters Score -1.842794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153619 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -18427950.000000 Penalty: 5927.487793
	Iteration 69Q: 3 clusters Score -1.842795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153622 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -18427934.000000 Penalty: 5927.487793
	Iteration 70Q: 3 clusters Score -1.842793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153629 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -18427938.000000 Penalty: 5927.487793
	Iteration 71Q: 3 clusters Score -1.842794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153632 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -18427940.000000 Penalty: 5927.487793
	Iteration 72Q: 3 clusters Score -1.842794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153636 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -18427942.000000 Penalty: 5927.487793
	Iteration 73Q: 3 clusters Score -1.842794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153638 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -18427934.000000 Penalty: 5927.487793
	Iteration 74Q: 3 clusters Score -1.842793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153641 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -18427948.000000 Penalty: 5927.487793
	Iteration 75Q: 3 clusters Score -1.842795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153645 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -18427940.000000 Penalty: 5927.487793
	Iteration 76Q: 3 clusters Score -1.842794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153648 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -18427928.000000 Penalty: 5927.487793
	Iteration 77Q: 3 clusters Score -1.842793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153654 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -18427934.000000 Penalty: 5927.487793
	Iteration 78Q: 3 clusters Score -1.842793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153652 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -18427926.000000 Penalty: 5927.487793
	Iteration 79Q: 3 clusters Score -1.842793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153657 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -18427928.000000 Penalty: 5927.487793
	Iteration 80F: 3 clusters Score -1.842793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153660 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -18427940.000000 Penalty: 5927.487793
	Iteration 81Q: 3 clusters Score -1.842794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153662 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -18427930.000000 Penalty: 5927.487793
	Iteration 82Q: 3 clusters Score -1.842793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153666 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -18427946.000000 Penalty: 5927.487793
	Iteration 83Q: 3 clusters Score -1.842795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153669 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -18427922.000000 Penalty: 5927.487793
	Iteration 84Q: 3 clusters Score -1.842792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153673 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -18427932.000000 Penalty: 5927.487793
	Iteration 85Q: 3 clusters Score -1.842793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153676 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -18427934.000000 Penalty: 5927.487793
	Iteration 86Q: 3 clusters Score -1.842793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153679 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -18427938.000000 Penalty: 5927.487793
	Iteration 87Q: 3 clusters Score -1.842794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153681 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -18427928.000000 Penalty: 5927.487793
	Iteration 88Q: 3 clusters Score -1.842793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153683 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -18427932.000000 Penalty: 5927.487793
	Iteration 89Q: 3 clusters Score -1.842793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153684 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -18427946.000000 Penalty: 5927.487793
	Iteration 90Q: 3 clusters Score -1.842795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153685 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -18427938.000000 Penalty: 5927.487793
	Iteration 91Q: 3 clusters Score -1.842794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153686 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -18427952.000000 Penalty: 5927.487793
	Iteration 92Q: 3 clusters Score -1.842795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153687 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -18427952.000000 Penalty: 5927.487793
	Iteration 93Q: 3 clusters Score -1.842795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153689 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -18427944.000000 Penalty: 5927.487793
	Iteration 94Q: 3 clusters Score -1.842794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153694 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -18427958.000000 Penalty: 5927.487793
	Iteration 95Q: 3 clusters Score -1.842796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153699 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -18427964.000000 Penalty: 5927.487793
	Iteration 96Q: 3 clusters Score -1.842796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153703 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -18427954.000000 Penalty: 5927.487793
	Iteration 97Q: 3 clusters Score -1.842795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153704 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -18427956.000000 Penalty: 5927.487793
	Iteration 98Q: 3 clusters Score -1.842796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153705 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -18427952.000000 Penalty: 5927.487793
	Iteration 99Q: 3 clusters Score -1.842795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153706 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -18427950.000000 Penalty: 5927.487793
	Iteration 100F: 3 clusters Score -1.842795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153704 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -18427950.000000 Penalty: 5927.487793
	Iteration 101Q: 3 clusters Score -1.842795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153704 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -18427954.000000 Penalty: 5927.487793
	Iteration 102Q: 3 clusters Score -1.842795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153705 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -18427962.000000 Penalty: 5927.487793
	Iteration 103Q: 3 clusters Score -1.842796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153705 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -18427962.000000 Penalty: 5927.487793
	Iteration 104F: 3 clusters Score -1.842796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Entering Unmasked Estep 
Score: -1845790.000000 Penalty: 2400.709961
	Iteration 0F: 2 clusters Score -1845790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1834248.000000 Penalty: 4801.419922
	Iteration 0F: 3 clusters Score -1834248 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1837899.125000 Penalty: 4801.419922
	Iteration 1F: 3 clusters Score -1837899 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1838300.375000 Penalty: 4801.419922
	Iteration 2F: 3 clusters Score -1838300 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1838709.250000 Penalty: 4801.419922
	Iteration 3F: 3 clusters Score -1838709 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1839162.375000 Penalty: 4801.419922
	Iteration 4F: 3 clusters Score -1839162 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1839690.625000 Penalty: 4801.419922
	Iteration 5F: 3 clusters Score -1839691 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1840373.125000 Penalty: 4801.419922
	Iteration 6F: 3 clusters Score -1840373 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1841223.375000 Penalty: 4801.419922
	Iteration 7F: 3 clusters Score -1841223 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1842097.875000 Penalty: 4801.419922
	Iteration 8F: 3 clusters Score -1842098 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1842731.000000 Penalty: 4801.419922
	Iteration 9Q: 3 clusters Score -1842731 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1843165.875000 Penalty: 4801.419922
	Iteration 10Q: 3 clusters Score -1843166 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1843417.375000 Penalty: 4801.419922
	Iteration 11Q: 3 clusters Score -1843417 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1843568.125000 Penalty: 4801.419922
	Iteration 12Q: 3 clusters Score -1843568 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1843674.125000 Penalty: 4801.419922
	Iteration 13Q: 3 clusters Score -1843674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1843736.500000 Penalty: 4801.419922
	Iteration 14Q: 3 clusters Score -1843736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1843770.625000 Penalty: 4801.419922
	Iteration 15Q: 3 clusters Score -1843771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1843796.625000 Penalty: 4801.419922
	Iteration 16Q: 3 clusters Score -1843797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1843824.500000 Penalty: 4801.419922
	Iteration 17Q: 3 clusters Score -1843824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1843840.500000 Penalty: 4801.419922
	Iteration 18Q: 3 clusters Score -1843840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1843846.250000 Penalty: 4801.419922
	Iteration 19Q: 3 clusters Score -1843846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1843848.000000 Penalty: 4801.419922
	Iteration 20F: 3 clusters Score -1843848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1843851.750000 Penalty: 4801.419922
	Iteration 21Q: 3 clusters Score -1843852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1843853.125000 Penalty: 4801.419922
	Iteration 22Q: 3 clusters Score -1843853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1843855.000000 Penalty: 4801.419922
	Iteration 23Q: 3 clusters Score -1843855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1843856.500000 Penalty: 4801.419922
	Iteration 24Q: 3 clusters Score -1843856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1843861.500000 Penalty: 4801.419922
	Iteration 25Q: 3 clusters Score -1843862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1843870.125000 Penalty: 4801.419922
	Iteration 26Q: 3 clusters Score -1843870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1843871.625000 Penalty: 4801.419922
	Iteration 27Q: 3 clusters Score -1843872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1843874.375000 Penalty: 4801.419922
	Iteration 28Q: 3 clusters Score -1843874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1843876.375000 Penalty: 4801.419922
	Iteration 29Q: 3 clusters Score -1843876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1843878.750000 Penalty: 4801.419922
	Iteration 30Q: 3 clusters Score -1843879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1843878.750000 Penalty: 4801.419922
	Iteration 31F: 3 clusters Score -1843879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148329 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43241 members 
Mstep: Class 4 contains 39859 members 
Mstep: Class 5 contains 17754 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155757 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 16283 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20741 members 
Mstep: Class 12 contains 112232 members 
Mstep: Class 13 contains 131665 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10967 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7858 members 
Mstep: Class 21 contains 7794 members 
Mstep: Class 22 contains 33536 members 
Mstep: Class 23 contains 39220 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175296 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154907 members 
Mstep: Class 32 contains 15999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086720.000000 Penalty: 111997.578125
Iteration 279Q: 33 clusters Score -1.560867e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148321 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43250 members 
Mstep: Class 4 contains 39860 members 
Mstep: Class 5 contains 17755 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155762 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 16283 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20741 members 
Mstep: Class 12 contains 112238 members 
Mstep: Class 13 contains 131662 members 
Mstep: Class 14 contains 8222 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10966 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7858 members 
Mstep: Class 21 contains 7791 members 
Mstep: Class 22 contains 33537 members 
Mstep: Class 23 contains 39221 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175295 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154900 members 
Mstep: Class 32 contains 16001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086704.000000 Penalty: 111997.578125
Iteration 280F: 33 clusters Score -1.560867e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148311 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43254 members 
Mstep: Class 4 contains 39859 members 
Mstep: Class 5 contains 17756 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155768 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 16283 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20741 members 
Mstep: Class 12 contains 112238 members 
Mstep: Class 13 contains 131666 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10966 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7858 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 33538 members 
Mstep: Class 23 contains 39221 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175296 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154894 members 
Mstep: Class 32 contains 16005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086816.000000 Penalty: 111997.578125
Iteration 281Q: 33 clusters Score -1.560868e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148308 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43260 members 
Mstep: Class 4 contains 39859 members 
Mstep: Class 5 contains 17756 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155774 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 16283 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20741 members 
Mstep: Class 12 contains 112242 members 
Mstep: Class 13 contains 131665 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10965 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7858 members 
Mstep: Class 21 contains 7783 members 
Mstep: Class 22 contains 33538 members 
Mstep: Class 23 contains 39220 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175295 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154889 members 
Mstep: Class 32 contains 16006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086784.000000 Penalty: 111997.578125
Iteration 282Q: 33 clusters Score -1.560868e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148308 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43265 members 
Mstep: Class 4 contains 39858 members 
Mstep: Class 5 contains 17756 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155781 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 16285 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20742 members 
Mstep: Class 12 contains 112249 members 
Mstep: Class 13 contains 131660 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10965 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 7779 members 
Mstep: Class 22 contains 33536 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175293 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154879 members 
Mstep: Class 32 contains 16007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086832.000000 Penalty: 111997.578125
Iteration 283Q: 33 clusters Score -1.560868e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148303 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43270 members 
Mstep: Class 4 contains 39862 members 
Mstep: Class 5 contains 17757 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155782 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 16287 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20743 members 
Mstep: Class 12 contains 112257 members 
Mstep: Class 13 contains 131661 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10965 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 7773 members 
Mstep: Class 22 contains 33528 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175295 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154872 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156087008.000000 Penalty: 111997.578125
Iteration 284Q: 33 clusters Score -1.56087e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148297 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43275 members 
Mstep: Class 4 contains 39867 members 
Mstep: Class 5 contains 17758 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155782 members 
Mstep: Class 8 contains 4218 members 
Mstep: Class 9 contains 16288 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20744 members 
Mstep: Class 12 contains 112267 members 
Mstep: Class 13 contains 131659 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10964 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 7770 members 
Mstep: Class 22 contains 33523 members 
Mstep: Class 23 contains 39218 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175295 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154866 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086976.000000 Penalty: 111997.578125
Iteration 285Q: 33 clusters Score -1.56087e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43280 members 
Mstep: Class 4 contains 39871 members 
Mstep: Class 5 contains 17759 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155785 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16287 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20744 members 
Mstep: Class 12 contains 112274 members 
Mstep: Class 13 contains 131658 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10961 members 
Mstep: Class 19 contains 50654 members 
Mstep: Class 20 contains 7861 members 
Mstep: Class 21 contains 7766 members 
Mstep: Class 22 contains 33523 members 
Mstep: Class 23 contains 39215 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175297 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154858 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086976.000000 Penalty: 111997.578125
Iteration 286Q: 33 clusters Score -1.56087e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43282 members 
Mstep: Class 4 contains 39872 members 
Mstep: Class 5 contains 17760 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155785 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16287 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 112278 members 
Mstep: Class 13 contains 131654 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10959 members 
Mstep: Class 19 contains 50654 members 
Mstep: Class 20 contains 7861 members 
Mstep: Class 21 contains 7765 members 
Mstep: Class 22 contains 33523 members 
Mstep: Class 23 contains 39218 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175292 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154858 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086944.000000 Penalty: 111997.578125
Iteration 287Q: 33 clusters Score -1.560869e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148291 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43285 members 
Mstep: Class 4 contains 39875 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155783 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16288 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20746 members 
Mstep: Class 12 contains 112281 members 
Mstep: Class 13 contains 131646 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10958 members 
Mstep: Class 19 contains 50653 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 7764 members 
Mstep: Class 22 contains 33523 members 
Mstep: Class 23 contains 39221 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175289 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154859 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086928.000000 Penalty: 111997.578125
Iteration 288Q: 33 clusters Score -1.560869e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148287 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43287 members 
Mstep: Class 4 contains 39875 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155784 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16289 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20746 members 
Mstep: Class 12 contains 112284 members 
Mstep: Class 13 contains 131646 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10961 members 
Mstep: Class 19 contains 50653 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 7764 members 
Mstep: Class 22 contains 33523 members 
Mstep: Class 23 contains 39220 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175287 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154856 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156087008.000000 Penalty: 111997.578125
Iteration 289Q: 33 clusters Score -1.56087e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148286 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43288 members 
Mstep: Class 4 contains 39875 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155787 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20747 members 
Mstep: Class 12 contains 112285 members 
Mstep: Class 13 contains 131645 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10960 members 
Mstep: Class 19 contains 50653 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 7763 members 
Mstep: Class 22 contains 33522 members 
Mstep: Class 23 contains 39218 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175286 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154855 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086960.000000 Penalty: 111997.578125
Iteration 290Q: 33 clusters Score -1.56087e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148285 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43290 members 
Mstep: Class 4 contains 39874 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155793 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20747 members 
Mstep: Class 12 contains 112287 members 
Mstep: Class 13 contains 131644 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10961 members 
Mstep: Class 19 contains 50653 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 7762 members 
Mstep: Class 22 contains 33520 members 
Mstep: Class 23 contains 39215 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175284 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154854 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086928.000000 Penalty: 111997.578125
Iteration 291Q: 33 clusters Score -1.560869e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148286 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43294 members 
Mstep: Class 4 contains 39874 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155794 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20747 members 
Mstep: Class 12 contains 112288 members 
Mstep: Class 13 contains 131640 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6054 members 
Mstep: Class 18 contains 10960 members 
Mstep: Class 19 contains 50653 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 7761 members 
Mstep: Class 22 contains 33519 members 
Mstep: Class 23 contains 39216 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175283 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154855 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086912.000000 Penalty: 111997.578125
Iteration 292Q: 33 clusters Score -1.560869e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148286 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43295 members 
Mstep: Class 4 contains 39874 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155793 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112289 members 
Mstep: Class 13 contains 131639 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6054 members 
Mstep: Class 18 contains 10960 members 
Mstep: Class 19 contains 50653 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33519 members 
Mstep: Class 23 contains 39216 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175286 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154853 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086928.000000 Penalty: 111997.578125
Iteration 293Q: 33 clusters Score -1.560869e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148282 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43295 members 
Mstep: Class 4 contains 39874 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155794 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112293 members 
Mstep: Class 13 contains 131642 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96045 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10960 members 
Mstep: Class 19 contains 50653 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33519 members 
Mstep: Class 23 contains 39216 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175284 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154851 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086896.000000 Penalty: 111997.578125
Iteration 294Q: 33 clusters Score -1.560869e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148278 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43295 members 
Mstep: Class 4 contains 39873 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155795 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112299 members 
Mstep: Class 13 contains 131642 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96045 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10960 members 
Mstep: Class 19 contains 50653 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33518 members 
Mstep: Class 23 contains 39216 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175286 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154848 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086944.000000 Penalty: 111997.578125
Iteration 295Q: 33 clusters Score -1.560869e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148276 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43295 members 
Mstep: Class 4 contains 39874 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155797 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112301 members 
Mstep: Class 13 contains 131642 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96045 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10960 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33518 members 
Mstep: Class 23 contains 39216 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175286 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154846 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086944.000000 Penalty: 111997.578125
Iteration 296Q: 33 clusters Score -1.560869e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148272 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43295 members 
Mstep: Class 4 contains 39874 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155799 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112301 members 
Mstep: Class 13 contains 131644 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 96045 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10959 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33518 members 
Mstep: Class 23 contains 39215 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175289 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154845 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156087024.000000 Penalty: 111997.578125
Iteration 297Q: 33 clusters Score -1.56087e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148273 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43296 members 
Mstep: Class 4 contains 39873 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155801 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112303 members 
Mstep: Class 13 contains 131642 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10957 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33518 members 
Mstep: Class 23 contains 39215 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175290 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154843 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086976.000000 Penalty: 111997.578125
Iteration 298Q: 33 clusters Score -1.56087e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148272 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43299 members 
Mstep: Class 4 contains 39873 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155802 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112305 members 
Mstep: Class 13 contains 131642 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96045 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33518 members 
Mstep: Class 23 contains 39214 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175290 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154843 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086928.000000 Penalty: 111997.578125
Iteration 299Q: 33 clusters Score -1.560869e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148271 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43300 members 
Mstep: Class 4 contains 39873 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155801 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112307 members 
Mstep: Class 13 contains 131642 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33518 members 
Mstep: Class 23 contains 39214 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175289 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154841 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086992.000000 Penalty: 111997.578125
Iteration 300F: 33 clusters Score -1.56087e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148270 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 39873 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155801 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112309 members 
Mstep: Class 13 contains 131643 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33518 members 
Mstep: Class 23 contains 39214 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175289 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154838 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086928.000000 Penalty: 111997.578125
Iteration 301Q: 33 clusters Score -1.560869e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 39873 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155801 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112313 members 
Mstep: Class 13 contains 131642 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33518 members 
Mstep: Class 23 contains 39214 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175289 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154836 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086944.000000 Penalty: 111997.578125
Iteration 302Q: 33 clusters Score -1.560869e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148270 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 39873 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155802 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112316 members 
Mstep: Class 13 contains 131640 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33518 members 
Mstep: Class 23 contains 39214 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175286 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154835 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086992.000000 Penalty: 111997.578125
Iteration 303Q: 33 clusters Score -1.56087e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 39873 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155805 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112318 members 
Mstep: Class 13 contains 131642 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 39214 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175286 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154830 members 
Mstep: Class 32 contains 16008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086912.000000 Penalty: 111997.578125
Iteration 304Q: 33 clusters Score -1.560869e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 39872 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155805 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112320 members 
Mstep: Class 13 contains 131642 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 39215 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175286 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154827 members 
Mstep: Class 32 contains 16009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086896.000000 Penalty: 111997.578125
Iteration 305Q: 33 clusters Score -1.560869e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 39872 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155806 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112320 members 
Mstep: Class 13 contains 131642 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 39216 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175286 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154823 members 
Mstep: Class 32 contains 16011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086896.000000 Penalty: 111997.578125
Iteration 306Q: 33 clusters Score -1.560869e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 39873 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155807 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112320 members 
Mstep: Class 13 contains 131642 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10953 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 39216 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175286 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154820 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086944.000000 Penalty: 111997.578125
Iteration 307Q: 33 clusters Score -1.560869e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4714 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 39875 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155805 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112322 members 
Mstep: Class 13 contains 131641 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10953 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175285 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154821 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086976.000000 Penalty: 111997.578125
Iteration 308Q: 33 clusters Score -1.56087e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155806 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112323 members 
Mstep: Class 13 contains 131641 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10953 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175283 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154821 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086976.000000 Penalty: 111997.578125
Iteration 309Q: 33 clusters Score -1.56087e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155804 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112325 members 
Mstep: Class 13 contains 131641 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10953 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175283 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154821 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086992.000000 Penalty: 111997.578125
Iteration 310Q: 33 clusters Score -1.56087e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155806 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112325 members 
Mstep: Class 13 contains 131641 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10953 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175281 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154821 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086992.000000 Penalty: 111997.578125
Iteration 311Q: 33 clusters Score -1.56087e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155809 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112325 members 
Mstep: Class 13 contains 131641 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10953 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175279 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154820 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086992.000000 Penalty: 111997.578125
Iteration 312Q: 33 clusters Score -1.56087e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155810 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112324 members 
Mstep: Class 13 contains 131641 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10953 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175279 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154820 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086992.000000 Penalty: 111997.578125
Iteration 313Q: 33 clusters Score -1.56087e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155809 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112323 members 
Mstep: Class 13 contains 131641 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175278 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154822 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086960.000000 Penalty: 111997.578125
Iteration 314Q: 33 clusters Score -1.56087e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43302 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155808 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112323 members 
Mstep: Class 13 contains 131641 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175279 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154821 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086960.000000 Penalty: 111997.578125
Iteration 315Q: 33 clusters Score -1.56087e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43302 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155808 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112325 members 
Mstep: Class 13 contains 131642 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175279 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154818 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086960.000000 Penalty: 111997.578125
Iteration 316Q: 33 clusters Score -1.56087e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148268 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43302 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155808 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112325 members 
Mstep: Class 13 contains 131644 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175279 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154818 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086976.000000 Penalty: 111997.578125
Iteration 317Q: 33 clusters Score -1.56087e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148266 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43302 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155809 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112325 members 
Mstep: Class 13 contains 131644 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33516 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175279 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154820 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086992.000000 Penalty: 111997.578125
Iteration 318Q: 33 clusters Score -1.56087e+08 nChanged 2
Entering ConstructFrom: 
Score: -156086992.000000 Penalty: 111997.578125
Entering ConstructFrom: 
Trying to split cluster 1 (148264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148264 members 
Entering Unmasked Estep 
Score: -17733786.000000 Penalty: 2952.874023
	Iteration 0F: 2 clusters Score -1.773379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74199 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -17634744.000000 Penalty: 5905.748047
	Iteration 0F: 3 clusters Score -1.763474e+07 nChanged 70993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75084 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -17675530.000000 Penalty: 5905.748047
	Iteration 1F: 3 clusters Score -1.767553e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 72684 members 
Entering Unmasked Estep 
Score: -17676272.000000 Penalty: 5905.748047
	Iteration 2Q: 3 clusters Score -1.767627e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
Score: -17677072.000000 Penalty: 5905.748047
	Iteration 3Q: 3 clusters Score -1.767707e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77437 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -17677732.000000 Penalty: 5905.748047
	Iteration 4Q: 3 clusters Score -1.767773e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -17678628.000000 Penalty: 5905.748047
	Iteration 5Q: 3 clusters Score -1.767863e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -17679886.000000 Penalty: 5905.748047
	Iteration 6Q: 3 clusters Score -1.767989e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -17681818.000000 Penalty: 5905.748047
	Iteration 7Q: 3 clusters Score -1.768182e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -17684688.000000 Penalty: 5905.748047
	Iteration 8Q: 3 clusters Score -1.768469e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100116 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -17689842.000000 Penalty: 5905.748047
	Iteration 9F: 3 clusters Score -1.768984e+07 nChanged 10615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110683 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -17697758.000000 Penalty: 5905.748047
	Iteration 10F: 3 clusters Score -1.769776e+07 nChanged 11919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122588 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -17708032.000000 Penalty: 5905.748047
	Iteration 11F: 3 clusters Score -1.770803e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133528 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -17718236.000000 Penalty: 5905.748047
	Iteration 12F: 3 clusters Score -1.771824e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141148 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -17725252.000000 Penalty: 5905.748047
	Iteration 13F: 3 clusters Score -1.772525e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145164 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -17728826.000000 Penalty: 5905.748047
	Iteration 14Q: 3 clusters Score -1.772883e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146913 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -17730228.000000 Penalty: 5905.748047
	Iteration 15Q: 3 clusters Score -1.773023e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147560 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -17730722.000000 Penalty: 5905.748047
	Iteration 16Q: 3 clusters Score -1.773072e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147785 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -17730918.000000 Penalty: 5905.748047
	Iteration 17Q: 3 clusters Score -1.773092e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147880 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -17730978.000000 Penalty: 5905.748047
	Iteration 18Q: 3 clusters Score -1.773098e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147915 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -17731052.000000 Penalty: 5905.748047
	Iteration 19Q: 3 clusters Score -1.773105e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147933 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -17731108.000000 Penalty: 5905.748047
	Iteration 20F: 3 clusters Score -1.773111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147940 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -17731120.000000 Penalty: 5905.748047
	Iteration 21Q: 3 clusters Score -1.773112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147945 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -17731138.000000 Penalty: 5905.748047
	Iteration 22Q: 3 clusters Score -1.773114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147948 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -17731140.000000 Penalty: 5905.748047
	Iteration 23Q: 3 clusters Score -1.773114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147950 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -17731146.000000 Penalty: 5905.748047
	Iteration 24Q: 3 clusters Score -1.773115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147957 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17731154.000000 Penalty: 5905.748047
	Iteration 25Q: 3 clusters Score -1.773115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147962 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17731166.000000 Penalty: 5905.748047
	Iteration 26Q: 3 clusters Score -1.773117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147962 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17731162.000000 Penalty: 5905.748047
	Iteration 27Q: 3 clusters Score -1.773116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147963 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17731172.000000 Penalty: 5905.748047
	Iteration 28Q: 3 clusters Score -1.773117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147965 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17731178.000000 Penalty: 5905.748047
	Iteration 29Q: 3 clusters Score -1.773118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147967 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17731186.000000 Penalty: 5905.748047
	Iteration 30Q: 3 clusters Score -1.773119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147969 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17731186.000000 Penalty: 5905.748047
	Iteration 31Q: 3 clusters Score -1.773119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147970 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17731194.000000 Penalty: 5905.748047
	Iteration 32Q: 3 clusters Score -1.773119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147972 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -17731196.000000 Penalty: 5905.748047
	Iteration 33Q: 3 clusters Score -1.77312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147977 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17731230.000000 Penalty: 5905.748047
	Iteration 34Q: 3 clusters Score -1.773123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147980 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -17731224.000000 Penalty: 5905.748047
	Iteration 35Q: 3 clusters Score -1.773122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147980 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -17731236.000000 Penalty: 5905.748047
	Iteration 36Q: 3 clusters Score -1.773124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147979 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17731230.000000 Penalty: 5905.748047
	Iteration 37Q: 3 clusters Score -1.773123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147981 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -17731240.000000 Penalty: 5905.748047
	Iteration 38Q: 3 clusters Score -1.773124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147982 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -17731242.000000 Penalty: 5905.748047
	Iteration 39Q: 3 clusters Score -1.773124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147983 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -17731246.000000 Penalty: 5905.748047
	Iteration 40F: 3 clusters Score -1.773125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147984 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -17731242.000000 Penalty: 5905.748047
	Iteration 41Q: 3 clusters Score -1.773124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147984 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -17731242.000000 Penalty: 5905.748047
	Iteration 42F: 3 clusters Score -1.773124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Entering Unmasked Estep 
Score: -552524.750000 Penalty: 2097.604004
	Iteration 0F: 2 clusters Score -552524.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -548151.875000 Penalty: 4195.208008
	Iteration 0F: 3 clusters Score -548151.9 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -549196.062500 Penalty: 4195.208008
	Iteration 1F: 3 clusters Score -549196.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -549402.625000 Penalty: 4195.208008
	Iteration 2F: 3 clusters Score -549402.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -549542.937500 Penalty: 4195.208008
	Iteration 3Q: 3 clusters Score -549542.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -549659.937500 Penalty: 4195.208008
	Iteration 4Q: 3 clusters Score -549659.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -549754.000000 Penalty: 4195.208008
	Iteration 5Q: 3 clusters Score -549754 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -549834.562500 Penalty: 4195.208008
	Iteration 6Q: 3 clusters Score -549834.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -549886.937500 Penalty: 4195.208008
	Iteration 7Q: 3 clusters Score -549886.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -549926.625000 Penalty: 4195.208008
	Iteration 8Q: 3 clusters Score -549926.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -549954.875000 Penalty: 4195.208008
	Iteration 9Q: 3 clusters Score -549954.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -549982.187500 Penalty: 4195.208008
	Iteration 10Q: 3 clusters Score -549982.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -550003.875000 Penalty: 4195.208008
	Iteration 11Q: 3 clusters Score -550003.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -550017.750000 Penalty: 4195.208008
	Iteration 12Q: 3 clusters Score -550017.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -550027.062500 Penalty: 4195.208008
	Iteration 13Q: 3 clusters Score -550027.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -550038.375000 Penalty: 4195.208008
	Iteration 14Q: 3 clusters Score -550038.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -550047.875000 Penalty: 4195.208008
	Iteration 15Q: 3 clusters Score -550047.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -550053.687500 Penalty: 4195.208008
	Iteration 16Q: 3 clusters Score -550053.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -550058.437500 Penalty: 4195.208008
	Iteration 17Q: 3 clusters Score -550058.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -550063.750000 Penalty: 4195.208008
	Iteration 18Q: 3 clusters Score -550063.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -550070.562500 Penalty: 4195.208008
	Iteration 19Q: 3 clusters Score -550070.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -550079.812500 Penalty: 4195.208008
	Iteration 20F: 3 clusters Score -550079.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -550092.625000 Penalty: 4195.208008
	Iteration 21Q: 3 clusters Score -550092.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -550105.437500 Penalty: 4195.208008
	Iteration 22Q: 3 clusters Score -550105.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -550123.625000 Penalty: 4195.208008
	Iteration 23Q: 3 clusters Score -550123.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -550136.875000 Penalty: 4195.208008
	Iteration 24Q: 3 clusters Score -550136.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -550144.687500 Penalty: 4195.208008
	Iteration 25Q: 3 clusters Score -550144.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -550154.812500 Penalty: 4195.208008
	Iteration 26Q: 3 clusters Score -550154.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -550165.937500 Penalty: 4195.208008
	Iteration 27Q: 3 clusters Score -550165.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -550174.750000 Penalty: 4195.208008
	Iteration 28Q: 3 clusters Score -550174.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -550180.250000 Penalty: 4195.208008
	Iteration 29Q: 3 clusters Score -550180.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -550183.375000 Penalty: 4195.208008
	Iteration 30Q: 3 clusters Score -550183.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -550189.125000 Penalty: 4195.208008
	Iteration 31Q: 3 clusters Score -550189.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -550191.875000 Penalty: 4195.208008
	Iteration 32Q: 3 clusters Score -550191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -550190.750000 Penalty: 4195.208008
	Iteration 33Q: 3 clusters Score -550190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -550191.250000 Penalty: 4195.208008
	Iteration 34Q: 3 clusters Score -550191.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -550192.687500 Penalty: 4195.208008
	Iteration 35Q: 3 clusters Score -550192.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -550194.250000 Penalty: 4195.208008
	Iteration 36Q: 3 clusters Score -550194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -550194.937500 Penalty: 4195.208008
	Iteration 37Q: 3 clusters Score -550194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -550196.062500 Penalty: 4195.208008
	Iteration 38Q: 3 clusters Score -550196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -550197.000000 Penalty: 4195.208008
	Iteration 39Q: 3 clusters Score -550197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -550199.000000 Penalty: 4195.208008
	Iteration 40F: 3 clusters Score -550199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -550199.437500 Penalty: 4195.208008
	Iteration 41Q: 3 clusters Score -550199.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -550201.312500 Penalty: 4195.208008
	Iteration 42Q: 3 clusters Score -550201.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -550203.937500 Penalty: 4195.208008
	Iteration 43Q: 3 clusters Score -550203.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -550208.875000 Penalty: 4195.208008
	Iteration 44Q: 3 clusters Score -550208.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -550216.062500 Penalty: 4195.208008
	Iteration 45Q: 3 clusters Score -550216.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -550222.250000 Penalty: 4195.208008
	Iteration 46Q: 3 clusters Score -550222.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -550230.437500 Penalty: 4195.208008
	Iteration 47Q: 3 clusters Score -550230.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -550238.250000 Penalty: 4195.208008
	Iteration 48Q: 3 clusters Score -550238.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -550245.562500 Penalty: 4195.208008
	Iteration 49Q: 3 clusters Score -550245.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -550254.875000 Penalty: 4195.208008
	Iteration 50Q: 3 clusters Score -550254.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -550265.625000 Penalty: 4195.208008
	Iteration 51Q: 3 clusters Score -550265.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -550278.625000 Penalty: 4195.208008
	Iteration 52Q: 3 clusters Score -550278.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -550293.562500 Penalty: 4195.208008
	Iteration 53Q: 3 clusters Score -550293.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -550308.187500 Penalty: 4195.208008
	Iteration 54Q: 3 clusters Score -550308.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -550326.687500 Penalty: 4195.208008
	Iteration 55Q: 3 clusters Score -550326.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -550351.187500 Penalty: 4195.208008
	Iteration 56Q: 3 clusters Score -550351.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -550378.250000 Penalty: 4195.208008
	Iteration 57Q: 3 clusters Score -550378.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -550404.437500 Penalty: 4195.208008
	Iteration 58Q: 3 clusters Score -550404.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -550436.000000 Penalty: 4195.208008
	Iteration 59Q: 3 clusters Score -550436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -550467.937500 Penalty: 4195.208008
	Iteration 60F: 3 clusters Score -550467.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -550501.875000 Penalty: 4195.208008
	Iteration 61Q: 3 clusters Score -550501.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -550529.562500 Penalty: 4195.208008
	Iteration 62Q: 3 clusters Score -550529.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -550557.500000 Penalty: 4195.208008
	Iteration 63Q: 3 clusters Score -550557.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -550576.125000 Penalty: 4195.208008
	Iteration 64Q: 3 clusters Score -550576.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -550594.687500 Penalty: 4195.208008
	Iteration 65Q: 3 clusters Score -550594.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -550616.187500 Penalty: 4195.208008
	Iteration 66Q: 3 clusters Score -550616.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -550635.875000 Penalty: 4195.208008
	Iteration 67Q: 3 clusters Score -550635.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -550651.812500 Penalty: 4195.208008
	Iteration 68Q: 3 clusters Score -550651.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -550662.125000 Penalty: 4195.208008
	Iteration 69Q: 3 clusters Score -550662.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -550671.000000 Penalty: 4195.208008
	Iteration 70Q: 3 clusters Score -550671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -550678.000000 Penalty: 4195.208008
	Iteration 71Q: 3 clusters Score -550678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -550681.375000 Penalty: 4195.208008
	Iteration 72Q: 3 clusters Score -550681.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -550684.062500 Penalty: 4195.208008
	Iteration 73Q: 3 clusters Score -550684.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -550684.812500 Penalty: 4195.208008
	Iteration 74Q: 3 clusters Score -550684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -550685.562500 Penalty: 4195.208008
	Iteration 75Q: 3 clusters Score -550685.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -550689.000000 Penalty: 4195.208008
	Iteration 76Q: 3 clusters Score -550689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -550689.875000 Penalty: 4195.208008
	Iteration 77Q: 3 clusters Score -550689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -550690.625000 Penalty: 4195.208008
	Iteration 78Q: 3 clusters Score -550690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -550691.687500 Penalty: 4195.208008
	Iteration 79Q: 3 clusters Score -550691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -550694.062500 Penalty: 4195.208008
	Iteration 80F: 3 clusters Score -550694.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -550696.250000 Penalty: 4195.208008
	Iteration 81Q: 3 clusters Score -550696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -550698.125000 Penalty: 4195.208008
	Iteration 82Q: 3 clusters Score -550698.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -550701.000000 Penalty: 4195.208008
	Iteration 83Q: 3 clusters Score -550701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -550703.062500 Penalty: 4195.208008
	Iteration 84Q: 3 clusters Score -550703.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -550707.375000 Penalty: 4195.208008
	Iteration 85Q: 3 clusters Score -550707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -550709.375000 Penalty: 4195.208008
	Iteration 86Q: 3 clusters Score -550709.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -550711.437500 Penalty: 4195.208008
	Iteration 87Q: 3 clusters Score -550711.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -550712.937500 Penalty: 4195.208008
	Iteration 88Q: 3 clusters Score -550712.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -550713.437500 Penalty: 4195.208008
	Iteration 89Q: 3 clusters Score -550713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -550716.000000 Penalty: 4195.208008
	Iteration 90Q: 3 clusters Score -550716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -550719.062500 Penalty: 4195.208008
	Iteration 91Q: 3 clusters Score -550719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -550719.687500 Penalty: 4195.208008
	Iteration 92Q: 3 clusters Score -550719.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -550721.125000 Penalty: 4195.208008
	Iteration 93Q: 3 clusters Score -550721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -550721.625000 Penalty: 4195.208008
	Iteration 94Q: 3 clusters Score -550721.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -550721.625000 Penalty: 4195.208008
	Iteration 95F: 3 clusters Score -550721.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Entering Unmasked Estep 
Score: -5148826.500000 Penalty: 2647.636475
	Iteration 0F: 2 clusters Score -5148826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -5119655.000000 Penalty: 5295.272949
	Iteration 0F: 3 clusters Score -5119655 nChanged 19947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -5130699.000000 Penalty: 5295.272949
	Iteration 1F: 3 clusters Score -5130699 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -5131301.000000 Penalty: 5295.272949
	Iteration 2Q: 3 clusters Score -5131301 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -5132028.000000 Penalty: 5295.272949
	Iteration 3Q: 3 clusters Score -5132028 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -5133169.500000 Penalty: 5295.272949
	Iteration 4F: 3 clusters Score -5133170 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -5135017.000000 Penalty: 5295.272949
	Iteration 5F: 3 clusters Score -5135017 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -5137768.000000 Penalty: 5295.272949
	Iteration 6F: 3 clusters Score -5137768 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -5140833.500000 Penalty: 5295.272949
	Iteration 7F: 3 clusters Score -5140834 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -5143323.500000 Penalty: 5295.272949
	Iteration 8F: 3 clusters Score -5143324 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5144858.500000 Penalty: 5295.272949
	Iteration 9Q: 3 clusters Score -5144858 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5145619.000000 Penalty: 5295.272949
	Iteration 10Q: 3 clusters Score -5145619 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5146014.000000 Penalty: 5295.272949
	Iteration 11Q: 3 clusters Score -5146014 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5146200.500000 Penalty: 5295.272949
	Iteration 12Q: 3 clusters Score -5146200 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5146334.000000 Penalty: 5295.272949
	Iteration 13Q: 3 clusters Score -5146334 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5146415.000000 Penalty: 5295.272949
	Iteration 14Q: 3 clusters Score -5146415 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5146463.000000 Penalty: 5295.272949
	Iteration 15Q: 3 clusters Score -5146463 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5146493.000000 Penalty: 5295.272949
	Iteration 16Q: 3 clusters Score -5146493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5146509.000000 Penalty: 5295.272949
	Iteration 17Q: 3 clusters Score -5146509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5146516.000000 Penalty: 5295.272949
	Iteration 18Q: 3 clusters Score -5146516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5146542.000000 Penalty: 5295.272949
	Iteration 19Q: 3 clusters Score -5146542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5146563.000000 Penalty: 5295.272949
	Iteration 20F: 3 clusters Score -5146563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5146569.500000 Penalty: 5295.272949
	Iteration 21Q: 3 clusters Score -5146570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5146573.500000 Penalty: 5295.272949
	Iteration 22Q: 3 clusters Score -5146574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5146572.500000 Penalty: 5295.272949
	Iteration 23Q: 3 clusters Score -5146572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5146577.000000 Penalty: 5295.272949
	Iteration 24Q: 3 clusters Score -5146577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5146583.500000 Penalty: 5295.272949
	Iteration 25Q: 3 clusters Score -5146584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5146584.500000 Penalty: 5295.272949
	Iteration 26Q: 3 clusters Score -5146584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5146586.500000 Penalty: 5295.272949
	Iteration 27Q: 3 clusters Score -5146586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5146591.000000 Penalty: 5295.272949
	Iteration 28Q: 3 clusters Score -5146591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5146593.500000 Penalty: 5295.272949
	Iteration 29Q: 3 clusters Score -5146594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5146593.500000 Penalty: 5295.272949
	Iteration 30F: 3 clusters Score -5146594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Entering Unmasked Estep 
Score: -4786018.500000 Penalty: 2627.195312
	Iteration 0F: 2 clusters Score -4786018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4758886.000000 Penalty: 5254.390625
	Iteration 0F: 3 clusters Score -4758886 nChanged 18351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4769066.500000 Penalty: 5254.390625
	Iteration 1F: 3 clusters Score -4769066 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4769602.500000 Penalty: 5254.390625
	Iteration 2Q: 3 clusters Score -4769602 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4770123.500000 Penalty: 5254.390625
	Iteration 3Q: 3 clusters Score -4770124 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -4770696.500000 Penalty: 5254.390625
	Iteration 4Q: 3 clusters Score -4770696 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -4771434.000000 Penalty: 5254.390625
	Iteration 5Q: 3 clusters Score -4771434 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -4772502.000000 Penalty: 5254.390625
	Iteration 6F: 3 clusters Score -4772502 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -4773974.500000 Penalty: 5254.390625
	Iteration 7F: 3 clusters Score -4773974 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -4775770.500000 Penalty: 5254.390625
	Iteration 8F: 3 clusters Score -4775770 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -4777850.500000 Penalty: 5254.390625
	Iteration 9F: 3 clusters Score -4777850 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -4779824.500000 Penalty: 5254.390625
	Iteration 10F: 3 clusters Score -4779824 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4781409.500000 Penalty: 5254.390625
	Iteration 11Q: 3 clusters Score -4781410 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4782308.500000 Penalty: 5254.390625
	Iteration 12Q: 3 clusters Score -4782308 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -4782794.500000 Penalty: 5254.390625
	Iteration 13Q: 3 clusters Score -4782794 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -4783042.500000 Penalty: 5254.390625
	Iteration 14Q: 3 clusters Score -4783042 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -4783245.500000 Penalty: 5254.390625
	Iteration 15Q: 3 clusters Score -4783246 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -4783368.500000 Penalty: 5254.390625
	Iteration 16Q: 3 clusters Score -4783368 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -4783473.000000 Penalty: 5254.390625
	Iteration 17Q: 3 clusters Score -4783473 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -4783536.000000 Penalty: 5254.390625
	Iteration 18Q: 3 clusters Score -4783536 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4783558.500000 Penalty: 5254.390625
	Iteration 19Q: 3 clusters Score -4783558 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -4783599.500000 Penalty: 5254.390625
	Iteration 20F: 3 clusters Score -4783600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -4783623.500000 Penalty: 5254.390625
	Iteration 21Q: 3 clusters Score -4783624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -4783658.500000 Penalty: 5254.390625
	Iteration 22Q: 3 clusters Score -4783658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -4783666.000000 Penalty: 5254.390625
	Iteration 23Q: 3 clusters Score -4783666 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4783710.000000 Penalty: 5254.390625
	Iteration 24Q: 3 clusters Score -4783710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -4783725.000000 Penalty: 5254.390625
	Iteration 25Q: 3 clusters Score -4783725 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -4783749.500000 Penalty: 5254.390625
	Iteration 26Q: 3 clusters Score -4783750 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -4783780.500000 Penalty: 5254.390625
	Iteration 27Q: 3 clusters Score -4783780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -4783782.000000 Penalty: 5254.390625
	Iteration 28Q: 3 clusters Score -4783782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -4783798.000000 Penalty: 5254.390625
	Iteration 29Q: 3 clusters Score -4783798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -4783808.000000 Penalty: 5254.390625
	Iteration 30Q: 3 clusters Score -4783808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -4783817.000000 Penalty: 5254.390625
	Iteration 31Q: 3 clusters Score -4783817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -4783830.000000 Penalty: 5254.390625
	Iteration 32Q: 3 clusters Score -4783830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -4783835.000000 Penalty: 5254.390625
	Iteration 33Q: 3 clusters Score -4783835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -4783846.000000 Penalty: 5254.390625
	Iteration 34Q: 3 clusters Score -4783846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -4783851.000000 Penalty: 5254.390625
	Iteration 35Q: 3 clusters Score -4783851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -4783855.500000 Penalty: 5254.390625
	Iteration 36Q: 3 clusters Score -4783856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -4783860.000000 Penalty: 5254.390625
	Iteration 37Q: 3 clusters Score -4783860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -4783865.000000 Penalty: 5254.390625
	Iteration 38Q: 3 clusters Score -4783865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -4783867.000000 Penalty: 5254.390625
	Iteration 39Q: 3 clusters Score -4783867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -4783864.000000 Penalty: 5254.390625
	Iteration 40F: 3 clusters Score -4783864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -4783865.500000 Penalty: 5254.390625
	Iteration 41Q: 3 clusters Score -4783866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -4783869.000000 Penalty: 5254.390625
	Iteration 42Q: 3 clusters Score -4783869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -4783866.000000 Penalty: 5254.390625
	Iteration 43Q: 3 clusters Score -4783866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -4783867.500000 Penalty: 5254.390625
	Iteration 44Q: 3 clusters Score -4783868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -4783869.500000 Penalty: 5254.390625
	Iteration 45Q: 3 clusters Score -4783870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -4783873.500000 Penalty: 5254.390625
	Iteration 46Q: 3 clusters Score -4783874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -4783866.500000 Penalty: 5254.390625
	Iteration 47Q: 3 clusters Score -4783866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -4783867.500000 Penalty: 5254.390625
	Iteration 48Q: 3 clusters Score -4783868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -4783873.000000 Penalty: 5254.390625
	Iteration 49Q: 3 clusters Score -4783873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -4783874.000000 Penalty: 5254.390625
	Iteration 50Q: 3 clusters Score -4783874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -4783874.000000 Penalty: 5254.390625
	Iteration 51Q: 3 clusters Score -4783874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -4783877.000000 Penalty: 5254.390625
	Iteration 52Q: 3 clusters Score -4783877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -4783875.000000 Penalty: 5254.390625
	Iteration 53Q: 3 clusters Score -4783875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -4783879.000000 Penalty: 5254.390625
	Iteration 54Q: 3 clusters Score -4783879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -4783874.500000 Penalty: 5254.390625
	Iteration 55Q: 3 clusters Score -4783874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -4783876.000000 Penalty: 5254.390625
	Iteration 56Q: 3 clusters Score -4783876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -4783883.500000 Penalty: 5254.390625
	Iteration 57Q: 3 clusters Score -4783884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -4783883.000000 Penalty: 5254.390625
	Iteration 58Q: 3 clusters Score -4783883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -4783884.500000 Penalty: 5254.390625
	Iteration 59Q: 3 clusters Score -4783884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -4783887.000000 Penalty: 5254.390625
	Iteration 60F: 3 clusters Score -4783887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -4783885.000000 Penalty: 5254.390625
	Iteration 61Q: 3 clusters Score -4783885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -4783884.500000 Penalty: 5254.390625
	Iteration 62Q: 3 clusters Score -4783884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -4783887.500000 Penalty: 5254.390625
	Iteration 63Q: 3 clusters Score -4783888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -4783886.000000 Penalty: 5254.390625
	Iteration 64Q: 3 clusters Score -4783886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -4783890.000000 Penalty: 5254.390625
	Iteration 65Q: 3 clusters Score -4783890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -4783891.000000 Penalty: 5254.390625
	Iteration 66Q: 3 clusters Score -4783891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -4783893.500000 Penalty: 5254.390625
	Iteration 67Q: 3 clusters Score -4783894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -4783895.000000 Penalty: 5254.390625
	Iteration 68Q: 3 clusters Score -4783895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -4783887.000000 Penalty: 5254.390625
	Iteration 69Q: 3 clusters Score -4783887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -4783888.000000 Penalty: 5254.390625
	Iteration 70Q: 3 clusters Score -4783888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -4783890.000000 Penalty: 5254.390625
	Iteration 71Q: 3 clusters Score -4783890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -4783890.000000 Penalty: 5254.390625
	Iteration 72F: 3 clusters Score -4783890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Entering Unmasked Estep 
Score: -2091344.625000 Penalty: 2426.620605
	Iteration 0F: 2 clusters Score -2091345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2078666.000000 Penalty: 4853.241211
	Iteration 0F: 3 clusters Score -2078666 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2082795.625000 Penalty: 4853.241211
	Iteration 1F: 3 clusters Score -2082796 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2083232.000000 Penalty: 4853.241211
	Iteration 2F: 3 clusters Score -2083232 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2083688.875000 Penalty: 4853.241211
	Iteration 3F: 3 clusters Score -2083689 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2084230.750000 Penalty: 4853.241211
	Iteration 4F: 3 clusters Score -2084231 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2084992.250000 Penalty: 4853.241211
	Iteration 5F: 3 clusters Score -2084992 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2085957.125000 Penalty: 4853.241211
	Iteration 6F: 3 clusters Score -2085957 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2086919.500000 Penalty: 4853.241211
	Iteration 7F: 3 clusters Score -2086920 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2087723.250000 Penalty: 4853.241211
	Iteration 8F: 3 clusters Score -2087723 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2088419.250000 Penalty: 4853.241211
	Iteration 9Q: 3 clusters Score -2088419 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2088964.125000 Penalty: 4853.241211
	Iteration 10Q: 3 clusters Score -2088964 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2089363.125000 Penalty: 4853.241211
	Iteration 11Q: 3 clusters Score -2089363 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2089635.625000 Penalty: 4853.241211
	Iteration 12Q: 3 clusters Score -2089636 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2089771.500000 Penalty: 4853.241211
	Iteration 13Q: 3 clusters Score -2089772 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2089844.750000 Penalty: 4853.241211
	Iteration 14Q: 3 clusters Score -2089845 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2089872.375000 Penalty: 4853.241211
	Iteration 15Q: 3 clusters Score -2089872 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2089885.125000 Penalty: 4853.241211
	Iteration 16Q: 3 clusters Score -2089885 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2089896.000000 Penalty: 4853.241211
	Iteration 17Q: 3 clusters Score -2089896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2089899.125000 Penalty: 4853.241211
	Iteration 18Q: 3 clusters Score -2089899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2089908.250000 Penalty: 4853.241211
	Iteration 19Q: 3 clusters Score -2089908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2089908.500000 Penalty: 4853.241211
	Iteration 20F: 3 clusters Score -2089908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2089912.000000 Penalty: 4853.241211
	Iteration 21Q: 3 clusters Score -2089912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2089911.500000 Penalty: 4853.241211
	Iteration 22Q: 3 clusters Score -2089912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2089915.625000 Penalty: 4853.241211
	Iteration 23Q: 3 clusters Score -2089916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2089913.875000 Penalty: 4853.241211
	Iteration 24Q: 3 clusters Score -2089914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2089912.625000 Penalty: 4853.241211
	Iteration 25Q: 3 clusters Score -2089913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2089915.875000 Penalty: 4853.241211
	Iteration 26Q: 3 clusters Score -2089916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2089914.625000 Penalty: 4853.241211
	Iteration 27Q: 3 clusters Score -2089915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2089914.625000 Penalty: 4853.241211
	Iteration 28F: 3 clusters Score -2089915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Entering Unmasked Estep 
Score: -515334.625000 Penalty: 2081.573730
	Iteration 0F: 2 clusters Score -515334.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -511204.625000 Penalty: 4163.147461
	Iteration 0F: 3 clusters Score -511204.6 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -512174.875000 Penalty: 4163.147461
	Iteration 1F: 3 clusters Score -512174.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -512376.531250 Penalty: 4163.147461
	Iteration 2F: 3 clusters Score -512376.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -512479.281250 Penalty: 4163.147461
	Iteration 3F: 3 clusters Score -512479.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -512545.906250 Penalty: 4163.147461
	Iteration 4Q: 3 clusters Score -512545.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -512590.656250 Penalty: 4163.147461
	Iteration 5Q: 3 clusters Score -512590.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -512627.625000 Penalty: 4163.147461
	Iteration 6Q: 3 clusters Score -512627.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -512649.562500 Penalty: 4163.147461
	Iteration 7Q: 3 clusters Score -512649.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -512671.687500 Penalty: 4163.147461
	Iteration 8Q: 3 clusters Score -512671.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -512690.218750 Penalty: 4163.147461
	Iteration 9Q: 3 clusters Score -512690.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -512703.187500 Penalty: 4163.147461
	Iteration 10Q: 3 clusters Score -512703.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -512713.625000 Penalty: 4163.147461
	Iteration 11Q: 3 clusters Score -512713.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -512722.843750 Penalty: 4163.147461
	Iteration 12Q: 3 clusters Score -512722.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -512727.062500 Penalty: 4163.147461
	Iteration 13Q: 3 clusters Score -512727.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -512731.968750 Penalty: 4163.147461
	Iteration 14Q: 3 clusters Score -512732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -512735.375000 Penalty: 4163.147461
	Iteration 15Q: 3 clusters Score -512735.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -512737.343750 Penalty: 4163.147461
	Iteration 16Q: 3 clusters Score -512737.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -512740.750000 Penalty: 4163.147461
	Iteration 17Q: 3 clusters Score -512740.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -512743.781250 Penalty: 4163.147461
	Iteration 18Q: 3 clusters Score -512743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -512746.718750 Penalty: 4163.147461
	Iteration 19Q: 3 clusters Score -512746.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -512749.000000 Penalty: 4163.147461
	Iteration 20F: 3 clusters Score -512749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -512749.937500 Penalty: 4163.147461
	Iteration 21Q: 3 clusters Score -512749.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -512752.843750 Penalty: 4163.147461
	Iteration 22Q: 3 clusters Score -512752.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -512753.343750 Penalty: 4163.147461
	Iteration 23Q: 3 clusters Score -512753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -512755.000000 Penalty: 4163.147461
	Iteration 24Q: 3 clusters Score -512755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -512755.000000 Penalty: 4163.147461
	Iteration 25F: 3 clusters Score -512755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (155809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155809 members 
Entering Unmasked Estep 
Score: -18580276.000000 Penalty: 2965.183838
	Iteration 0F: 2 clusters Score -1.858028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -18476082.000000 Penalty: 5930.367676
	Iteration 0F: 3 clusters Score -1.847608e+07 nChanged 74502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82462 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -18520038.000000 Penalty: 5930.367676
	Iteration 1F: 3 clusters Score -1.852004e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -18521222.000000 Penalty: 5930.367676
	Iteration 2Q: 3 clusters Score -1.852122e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88914 members 
Mstep: Class 2 contains 66895 members 
Entering Unmasked Estep 
Score: -18523288.000000 Penalty: 5930.367676
	Iteration 3Q: 3 clusters Score -1.852329e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94796 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -18526222.000000 Penalty: 5930.367676
	Iteration 4Q: 3 clusters Score -1.852622e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103154 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -18531430.000000 Penalty: 5930.367676
	Iteration 5F: 3 clusters Score -1.853143e+07 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114316 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -18539850.000000 Penalty: 5930.367676
	Iteration 6F: 3 clusters Score -1.853985e+07 nChanged 13287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127579 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -18551588.000000 Penalty: 5930.367676
	Iteration 7F: 3 clusters Score -1.855159e+07 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140318 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -18563726.000000 Penalty: 5930.367676
	Iteration 8F: 3 clusters Score -1.856373e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149070 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -18572044.000000 Penalty: 5930.367676
	Iteration 9F: 3 clusters Score -1.857204e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153388 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -18575700.000000 Penalty: 5930.367676
	Iteration 10Q: 3 clusters Score -1.85757e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154924 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -18576930.000000 Penalty: 5930.367676
	Iteration 11Q: 3 clusters Score -1.857693e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155372 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -18577350.000000 Penalty: 5930.367676
	Iteration 12Q: 3 clusters Score -1.857735e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155495 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18577492.000000 Penalty: 5930.367676
	Iteration 13Q: 3 clusters Score -1.857749e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155547 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18577594.000000 Penalty: 5930.367676
	Iteration 14Q: 3 clusters Score -1.857759e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155569 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18577642.000000 Penalty: 5930.367676
	Iteration 15Q: 3 clusters Score -1.857764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155574 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18577670.000000 Penalty: 5930.367676
	Iteration 16Q: 3 clusters Score -1.857767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18577678.000000 Penalty: 5930.367676
	Iteration 17Q: 3 clusters Score -1.857768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155585 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18577682.000000 Penalty: 5930.367676
	Iteration 18Q: 3 clusters Score -1.857768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155590 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18577708.000000 Penalty: 5930.367676
	Iteration 19Q: 3 clusters Score -1.857771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155592 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18577712.000000 Penalty: 5930.367676
	Iteration 20F: 3 clusters Score -1.857771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155593 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18577712.000000 Penalty: 5930.367676
	Iteration 21Q: 3 clusters Score -1.857771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155595 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18577708.000000 Penalty: 5930.367676
	Iteration 22Q: 3 clusters Score -1.857771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155595 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18577714.000000 Penalty: 5930.367676
	Iteration 23Q: 3 clusters Score -1.857771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155598 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18577730.000000 Penalty: 5930.367676
	Iteration 24Q: 3 clusters Score -1.857773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155599 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18577732.000000 Penalty: 5930.367676
	Iteration 25Q: 3 clusters Score -1.857773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155597 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18577736.000000 Penalty: 5930.367676
	Iteration 26Q: 3 clusters Score -1.857774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155597 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18577736.000000 Penalty: 5930.367676
	Iteration 27F: 3 clusters Score -1.857774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Entering Unmasked Estep 
Score: -485071.593750 Penalty: 2070.143555
	Iteration 0F: 2 clusters Score -485071.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -480971.062500 Penalty: 4140.287109
	Iteration 0F: 3 clusters Score -480971.1 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -481922.250000 Penalty: 4140.287109
	Iteration 1F: 3 clusters Score -481922.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -482122.281250 Penalty: 4140.287109
	Iteration 2F: 3 clusters Score -482122.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -482251.968750 Penalty: 4140.287109
	Iteration 3Q: 3 clusters Score -482252 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -482352.093750 Penalty: 4140.287109
	Iteration 4Q: 3 clusters Score -482352.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -482427.031250 Penalty: 4140.287109
	Iteration 5Q: 3 clusters Score -482427 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -482477.906250 Penalty: 4140.287109
	Iteration 6Q: 3 clusters Score -482477.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -482517.812500 Penalty: 4140.287109
	Iteration 7Q: 3 clusters Score -482517.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -482565.062500 Penalty: 4140.287109
	Iteration 8Q: 3 clusters Score -482565.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -482604.625000 Penalty: 4140.287109
	Iteration 9Q: 3 clusters Score -482604.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -482637.281250 Penalty: 4140.287109
	Iteration 10Q: 3 clusters Score -482637.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -482672.593750 Penalty: 4140.287109
	Iteration 11Q: 3 clusters Score -482672.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -482709.625000 Penalty: 4140.287109
	Iteration 12Q: 3 clusters Score -482709.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -482746.500000 Penalty: 4140.287109
	Iteration 13Q: 3 clusters Score -482746.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -482777.750000 Penalty: 4140.287109
	Iteration 14Q: 3 clusters Score -482777.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -482811.312500 Penalty: 4140.287109
	Iteration 15Q: 3 clusters Score -482811.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -482843.937500 Penalty: 4140.287109
	Iteration 16Q: 3 clusters Score -482843.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -482885.750000 Penalty: 4140.287109
	Iteration 17Q: 3 clusters Score -482885.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -482920.750000 Penalty: 4140.287109
	Iteration 18Q: 3 clusters Score -482920.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -482955.937500 Penalty: 4140.287109
	Iteration 19Q: 3 clusters Score -482955.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -482996.625000 Penalty: 4140.287109
	Iteration 20F: 3 clusters Score -482996.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -483038.656250 Penalty: 4140.287109
	Iteration 21Q: 3 clusters Score -483038.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -483071.156250 Penalty: 4140.287109
	Iteration 22Q: 3 clusters Score -483071.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -483095.500000 Penalty: 4140.287109
	Iteration 23Q: 3 clusters Score -483095.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -483130.375000 Penalty: 4140.287109
	Iteration 24Q: 3 clusters Score -483130.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -483159.343750 Penalty: 4140.287109
	Iteration 25Q: 3 clusters Score -483159.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -483184.093750 Penalty: 4140.287109
	Iteration 26Q: 3 clusters Score -483184.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -483203.312500 Penalty: 4140.287109
	Iteration 27Q: 3 clusters Score -483203.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -483213.875000 Penalty: 4140.287109
	Iteration 28Q: 3 clusters Score -483213.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -483223.343750 Penalty: 4140.287109
	Iteration 29Q: 3 clusters Score -483223.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -483231.750000 Penalty: 4140.287109
	Iteration 30Q: 3 clusters Score -483231.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -483234.593750 Penalty: 4140.287109
	Iteration 31Q: 3 clusters Score -483234.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -483241.187500 Penalty: 4140.287109
	Iteration 32Q: 3 clusters Score -483241.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -483253.437500 Penalty: 4140.287109
	Iteration 33Q: 3 clusters Score -483253.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -483266.593750 Penalty: 4140.287109
	Iteration 34Q: 3 clusters Score -483266.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -483275.281250 Penalty: 4140.287109
	Iteration 35Q: 3 clusters Score -483275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -483277.906250 Penalty: 4140.287109
	Iteration 36Q: 3 clusters Score -483277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -483279.625000 Penalty: 4140.287109
	Iteration 37Q: 3 clusters Score -483279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -483280.156250 Penalty: 4140.287109
	Iteration 38Q: 3 clusters Score -483280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -483281.906250 Penalty: 4140.287109
	Iteration 39Q: 3 clusters Score -483281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -483281.906250 Penalty: 4140.287109
	Iteration 40F: 3 clusters Score -483281.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Entering Unmasked Estep 
Score: -1935952.125000 Penalty: 2405.180176
	Iteration 0F: 2 clusters Score -1935952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1924407.875000 Penalty: 4810.360352
	Iteration 0F: 3 clusters Score -1924408 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1928233.250000 Penalty: 4810.360352
	Iteration 1F: 3 clusters Score -1928233 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1928737.000000 Penalty: 4810.360352
	Iteration 2F: 3 clusters Score -1928737 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1929274.125000 Penalty: 4810.360352
	Iteration 3F: 3 clusters Score -1929274 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1929828.500000 Penalty: 4810.360352
	Iteration 4F: 3 clusters Score -1929828 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1930397.375000 Penalty: 4810.360352
	Iteration 5F: 3 clusters Score -1930397 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1930971.625000 Penalty: 4810.360352
	Iteration 6F: 3 clusters Score -1930972 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1931547.500000 Penalty: 4810.360352
	Iteration 7Q: 3 clusters Score -1931548 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1932098.500000 Penalty: 4810.360352
	Iteration 8Q: 3 clusters Score -1932098 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1932577.125000 Penalty: 4810.360352
	Iteration 9Q: 3 clusters Score -1932577 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1932935.750000 Penalty: 4810.360352
	Iteration 10Q: 3 clusters Score -1932936 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1933237.500000 Penalty: 4810.360352
	Iteration 11Q: 3 clusters Score -1933238 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1933443.000000 Penalty: 4810.360352
	Iteration 12Q: 3 clusters Score -1933443 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1933587.625000 Penalty: 4810.360352
	Iteration 13Q: 3 clusters Score -1933588 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1933660.625000 Penalty: 4810.360352
	Iteration 14Q: 3 clusters Score -1933661 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1933717.750000 Penalty: 4810.360352
	Iteration 15Q: 3 clusters Score -1933718 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1933781.625000 Penalty: 4810.360352
	Iteration 16Q: 3 clusters Score -1933782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1933815.250000 Penalty: 4810.360352
	Iteration 17Q: 3 clusters Score -1933815 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1933848.125000 Penalty: 4810.360352
	Iteration 18Q: 3 clusters Score -1933848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1933867.250000 Penalty: 4810.360352
	Iteration 19Q: 3 clusters Score -1933867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1933891.500000 Penalty: 4810.360352
	Iteration 20F: 3 clusters Score -1933892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1933908.875000 Penalty: 4810.360352
	Iteration 21Q: 3 clusters Score -1933909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1933920.625000 Penalty: 4810.360352
	Iteration 22Q: 3 clusters Score -1933921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1933929.125000 Penalty: 4810.360352
	Iteration 23Q: 3 clusters Score -1933929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1933935.250000 Penalty: 4810.360352
	Iteration 24Q: 3 clusters Score -1933935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1933944.375000 Penalty: 4810.360352
	Iteration 25Q: 3 clusters Score -1933944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1933944.750000 Penalty: 4810.360352
	Iteration 26Q: 3 clusters Score -1933945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1933948.750000 Penalty: 4810.360352
	Iteration 27Q: 3 clusters Score -1933949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1933950.875000 Penalty: 4810.360352
	Iteration 28Q: 3 clusters Score -1933951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1933954.250000 Penalty: 4810.360352
	Iteration 29Q: 3 clusters Score -1933954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1933953.125000 Penalty: 4810.360352
	Iteration 30Q: 3 clusters Score -1933953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1933954.625000 Penalty: 4810.360352
	Iteration 31Q: 3 clusters Score -1933955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1933954.625000 Penalty: 4810.360352
	Iteration 32F: 3 clusters Score -1933955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -75585.312500 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -75585.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74031.554688 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -74031.55 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -74540.203125 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -74540.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -74743.406250 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -74743.41 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -74915.617188 Penalty: 3322.952393
	Iteration 3F: 3 clusters Score -74915.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -75016.210938 Penalty: 3322.952393
	Iteration 4Q: 3 clusters Score -75016.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -75062.429688 Penalty: 3322.952393
	Iteration 5Q: 3 clusters Score -75062.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -75078.265625 Penalty: 3322.952393
	Iteration 6Q: 3 clusters Score -75078.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -75082.031250 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -75082.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -75082.031250 Penalty: 3322.952393
	Iteration 8F: 3 clusters Score -75082.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Entering Unmasked Estep 
Score: -2432297.750000 Penalty: 2465.170898
	Iteration 0F: 2 clusters Score -2432298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2417860.500000 Penalty: 4930.341797
	Iteration 0F: 3 clusters Score -2417860 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2422769.250000 Penalty: 4930.341797
	Iteration 1F: 3 clusters Score -2422769 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2423156.500000 Penalty: 4930.341797
	Iteration 2F: 3 clusters Score -2423156 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2423454.000000 Penalty: 4930.341797
	Iteration 3Q: 3 clusters Score -2423454 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2423688.250000 Penalty: 4930.341797
	Iteration 4Q: 3 clusters Score -2423688 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2423890.750000 Penalty: 4930.341797
	Iteration 5Q: 3 clusters Score -2423891 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2424061.750000 Penalty: 4930.341797
	Iteration 6Q: 3 clusters Score -2424062 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2424244.750000 Penalty: 4930.341797
	Iteration 7Q: 3 clusters Score -2424245 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2424420.750000 Penalty: 4930.341797
	Iteration 8Q: 3 clusters Score -2424421 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2424642.250000 Penalty: 4930.341797
	Iteration 9Q: 3 clusters Score -2424642 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2424918.750000 Penalty: 4930.341797
	Iteration 10Q: 3 clusters Score -2424919 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2425272.250000 Penalty: 4930.341797
	Iteration 11Q: 3 clusters Score -2425272 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2425717.000000 Penalty: 4930.341797
	Iteration 12Q: 3 clusters Score -2425717 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2426373.750000 Penalty: 4930.341797
	Iteration 13Q: 3 clusters Score -2426374 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2427394.250000 Penalty: 4930.341797
	Iteration 14F: 3 clusters Score -2427394 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2428808.000000 Penalty: 4930.341797
	Iteration 15F: 3 clusters Score -2428808 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2430207.000000 Penalty: 4930.341797
	Iteration 16F: 3 clusters Score -2430207 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2431168.000000 Penalty: 4930.341797
	Iteration 17Q: 3 clusters Score -2431168 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2431602.250000 Penalty: 4930.341797
	Iteration 18Q: 3 clusters Score -2431602 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2431788.500000 Penalty: 4930.341797
	Iteration 19Q: 3 clusters Score -2431788 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2431872.250000 Penalty: 4930.341797
	Iteration 20F: 3 clusters Score -2431872 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2431907.250000 Penalty: 4930.341797
	Iteration 21Q: 3 clusters Score -2431907 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2431933.250000 Penalty: 4930.341797
	Iteration 22Q: 3 clusters Score -2431933 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2431941.250000 Penalty: 4930.341797
	Iteration 23Q: 3 clusters Score -2431941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2431940.250000 Penalty: 4930.341797
	Iteration 24Q: 3 clusters Score -2431940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2431935.500000 Penalty: 4930.341797
	Iteration 25Q: 3 clusters Score -2431936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2431935.000000 Penalty: 4930.341797
	Iteration 26Q: 3 clusters Score -2431935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2431934.750000 Penalty: 4930.341797
	Iteration 27Q: 3 clusters Score -2431935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2431937.000000 Penalty: 4930.341797
	Iteration 28Q: 3 clusters Score -2431937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2431942.750000 Penalty: 4930.341797
	Iteration 29Q: 3 clusters Score -2431943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2431938.250000 Penalty: 4930.341797
	Iteration 30Q: 3 clusters Score -2431938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2431938.250000 Penalty: 4930.341797
	Iteration 31F: 3 clusters Score -2431938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (112325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112325 members 
Entering Unmasked Estep 
Score: -13205084.000000 Penalty: 2884.029541
	Iteration 0F: 2 clusters Score -1.320508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -13130032.000000 Penalty: 5768.059082
	Iteration 0F: 3 clusters Score -1.313003e+07 nChanged 53219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 59366 members 
Entering Unmasked Estep 
Score: -13160721.000000 Penalty: 5768.059082
	Iteration 1F: 3 clusters Score -1.316072e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -13161609.000000 Penalty: 5768.059082
	Iteration 2Q: 3 clusters Score -1.316161e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -13162991.000000 Penalty: 5768.059082
	Iteration 3Q: 3 clusters Score -1.316299e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -13165283.000000 Penalty: 5768.059082
	Iteration 4Q: 3 clusters Score -1.316528e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 75346 members 
Entering Unmasked Estep 
Score: -13169432.000000 Penalty: 5768.059082
	Iteration 5F: 3 clusters Score -1.316943e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -13176009.000000 Penalty: 5768.059082
	Iteration 6F: 3 clusters Score -1.317601e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
Score: -13184590.000000 Penalty: 5768.059082
	Iteration 7F: 3 clusters Score -1.318459e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 101659 members 
Entering Unmasked Estep 
Score: -13192891.000000 Penalty: 5768.059082
	Iteration 8F: 3 clusters Score -1.319289e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 107331 members 
Entering Unmasked Estep 
Score: -13198484.000000 Penalty: 5768.059082
	Iteration 9F: 3 clusters Score -1.319848e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 110193 members 
Entering Unmasked Estep 
Score: -13201082.000000 Penalty: 5768.059082
	Iteration 10Q: 3 clusters Score -1.320108e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 111300 members 
Entering Unmasked Estep 
Score: -13202071.000000 Penalty: 5768.059082
	Iteration 11Q: 3 clusters Score -1.320207e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 111684 members 
Entering Unmasked Estep 
Score: -13202378.000000 Penalty: 5768.059082
	Iteration 12Q: 3 clusters Score -1.320238e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 111837 members 
Entering Unmasked Estep 
Score: -13202548.000000 Penalty: 5768.059082
	Iteration 13Q: 3 clusters Score -1.320255e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 111895 members 
Entering Unmasked Estep 
Score: -13202582.000000 Penalty: 5768.059082
	Iteration 14Q: 3 clusters Score -1.320258e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 111920 members 
Entering Unmasked Estep 
Score: -13202610.000000 Penalty: 5768.059082
	Iteration 15Q: 3 clusters Score -1.320261e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 111935 members 
Entering Unmasked Estep 
Score: -13202631.000000 Penalty: 5768.059082
	Iteration 16Q: 3 clusters Score -1.320263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 111949 members 
Entering Unmasked Estep 
Score: -13202643.000000 Penalty: 5768.059082
	Iteration 17Q: 3 clusters Score -1.320264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 111957 members 
Entering Unmasked Estep 
Score: -13202665.000000 Penalty: 5768.059082
	Iteration 18Q: 3 clusters Score -1.320266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 111957 members 
Entering Unmasked Estep 
Score: -13202678.000000 Penalty: 5768.059082
	Iteration 19Q: 3 clusters Score -1.320268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 111959 members 
Entering Unmasked Estep 
Score: -13202676.000000 Penalty: 5768.059082
	Iteration 20F: 3 clusters Score -1.320268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 111961 members 
Entering Unmasked Estep 
Score: -13202676.000000 Penalty: 5768.059082
	Iteration 21Q: 3 clusters Score -1.320268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 111962 members 
Entering Unmasked Estep 
Score: -13202663.000000 Penalty: 5768.059082
	Iteration 22Q: 3 clusters Score -1.320266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -13202674.000000 Penalty: 5768.059082
	Iteration 23Q: 3 clusters Score -1.320267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 111966 members 
Entering Unmasked Estep 
Score: -13202677.000000 Penalty: 5768.059082
	Iteration 24Q: 3 clusters Score -1.320268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 111964 members 
Entering Unmasked Estep 
Score: -13202680.000000 Penalty: 5768.059082
	Iteration 25Q: 3 clusters Score -1.320268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 111963 members 
Entering Unmasked Estep 
Score: -13202684.000000 Penalty: 5768.059082
	Iteration 26Q: 3 clusters Score -1.320268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 111962 members 
Entering Unmasked Estep 
Score: -13202689.000000 Penalty: 5768.059082
	Iteration 27Q: 3 clusters Score -1.320269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 111961 members 
Entering Unmasked Estep 
Score: -13202696.000000 Penalty: 5768.059082
	Iteration 28Q: 3 clusters Score -1.32027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 111959 members 
Entering Unmasked Estep 
Score: -13202690.000000 Penalty: 5768.059082
	Iteration 29Q: 3 clusters Score -1.320269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 111961 members 
Entering Unmasked Estep 
Score: -13202689.000000 Penalty: 5768.059082
	Iteration 30Q: 3 clusters Score -1.320269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 111962 members 
Entering Unmasked Estep 
Score: -13202686.000000 Penalty: 5768.059082
	Iteration 31Q: 3 clusters Score -1.320269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 111961 members 
Entering Unmasked Estep 
Score: -13202692.000000 Penalty: 5768.059082
	Iteration 32Q: 3 clusters Score -1.320269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 111961 members 
Entering Unmasked Estep 
Score: -13202692.000000 Penalty: 5768.059082
	Iteration 33F: 3 clusters Score -1.320269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (131645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131645 members 
Entering Unmasked Estep 
Score: -15847854.000000 Penalty: 2923.390137
	Iteration 0F: 2 clusters Score -1.584785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -15759520.000000 Penalty: 5846.780273
	Iteration 0F: 3 clusters Score -1.575952e+07 nChanged 62982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 67884 members 
Entering Unmasked Estep 
Score: -15795480.000000 Penalty: 5846.780273
	Iteration 1F: 3 clusters Score -1.579548e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 69260 members 
Entering Unmasked Estep 
Score: -15796215.000000 Penalty: 5846.780273
	Iteration 2Q: 3 clusters Score -1.579622e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -15796798.000000 Penalty: 5846.780273
	Iteration 3Q: 3 clusters Score -1.57968e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -15797856.000000 Penalty: 5846.780273
	Iteration 4Q: 3 clusters Score -1.579786e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 79713 members 
Entering Unmasked Estep 
Score: -15800071.000000 Penalty: 5846.780273
	Iteration 5Q: 3 clusters Score -1.580007e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 87147 members 
Entering Unmasked Estep 
Score: -15804095.000000 Penalty: 5846.780273
	Iteration 6F: 3 clusters Score -1.58041e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 97547 members 
Entering Unmasked Estep 
Score: -15811560.000000 Penalty: 5846.780273
	Iteration 7F: 3 clusters Score -1.581156e+07 nChanged 12606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 110149 members 
Entering Unmasked Estep 
Score: -15823003.000000 Penalty: 5846.780273
	Iteration 8F: 3 clusters Score -1.5823e+07 nChanged 11542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 121689 members 
Entering Unmasked Estep 
Score: -15835258.000000 Penalty: 5846.780273
	Iteration 9F: 3 clusters Score -1.583526e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 128523 members 
Entering Unmasked Estep 
Score: -15842258.000000 Penalty: 5846.780273
	Iteration 10F: 3 clusters Score -1.584226e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 130704 members 
Entering Unmasked Estep 
Score: -15844370.000000 Penalty: 5846.780273
	Iteration 11Q: 3 clusters Score -1.584437e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 131241 members 
Entering Unmasked Estep 
Score: -15844948.000000 Penalty: 5846.780273
	Iteration 12Q: 3 clusters Score -1.584495e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 131361 members 
Entering Unmasked Estep 
Score: -15845094.000000 Penalty: 5846.780273
	Iteration 13Q: 3 clusters Score -1.584509e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 131410 members 
Entering Unmasked Estep 
Score: -15845148.000000 Penalty: 5846.780273
	Iteration 14Q: 3 clusters Score -1.584515e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 131433 members 
Entering Unmasked Estep 
Score: -15845190.000000 Penalty: 5846.780273
	Iteration 15Q: 3 clusters Score -1.584519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 131439 members 
Entering Unmasked Estep 
Score: -15845215.000000 Penalty: 5846.780273
	Iteration 16Q: 3 clusters Score -1.584522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 131444 members 
Entering Unmasked Estep 
Score: -15845236.000000 Penalty: 5846.780273
	Iteration 17Q: 3 clusters Score -1.584524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 131449 members 
Entering Unmasked Estep 
Score: -15845229.000000 Penalty: 5846.780273
	Iteration 18Q: 3 clusters Score -1.584523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 131448 members 
Entering Unmasked Estep 
Score: -15845242.000000 Penalty: 5846.780273
	Iteration 19Q: 3 clusters Score -1.584524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 131448 members 
Entering Unmasked Estep 
Score: -15845237.000000 Penalty: 5846.780273
	Iteration 20F: 3 clusters Score -1.584524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 131448 members 
Entering Unmasked Estep 
Score: -15845245.000000 Penalty: 5846.780273
	Iteration 21Q: 3 clusters Score -1.584524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 131451 members 
Entering Unmasked Estep 
Score: -15845246.000000 Penalty: 5846.780273
	Iteration 22Q: 3 clusters Score -1.584525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 131451 members 
Entering Unmasked Estep 
Score: -15845246.000000 Penalty: 5846.780273
	Iteration 23F: 3 clusters Score -1.584525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Entering Unmasked Estep 
Score: -981887.562500 Penalty: 2235.522705
	Iteration 0F: 2 clusters Score -981887.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -975345.687500 Penalty: 4471.045410
	Iteration 0F: 3 clusters Score -975345.7 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -977131.562500 Penalty: 4471.045410
	Iteration 1F: 3 clusters Score -977131.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -977356.500000 Penalty: 4471.045410
	Iteration 2F: 3 clusters Score -977356.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -977518.312500 Penalty: 4471.045410
	Iteration 3Q: 3 clusters Score -977518.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -977641.375000 Penalty: 4471.045410
	Iteration 4Q: 3 clusters Score -977641.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -977740.750000 Penalty: 4471.045410
	Iteration 5Q: 3 clusters Score -977740.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -977838.750000 Penalty: 4471.045410
	Iteration 6Q: 3 clusters Score -977838.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -977934.812500 Penalty: 4471.045410
	Iteration 7Q: 3 clusters Score -977934.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -978034.750000 Penalty: 4471.045410
	Iteration 8Q: 3 clusters Score -978034.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -978138.437500 Penalty: 4471.045410
	Iteration 9Q: 3 clusters Score -978138.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -978246.187500 Penalty: 4471.045410
	Iteration 10Q: 3 clusters Score -978246.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -978388.625000 Penalty: 4471.045410
	Iteration 11Q: 3 clusters Score -978388.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -978543.750000 Penalty: 4471.045410
	Iteration 12Q: 3 clusters Score -978543.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -978719.687500 Penalty: 4471.045410
	Iteration 13Q: 3 clusters Score -978719.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -978929.812500 Penalty: 4471.045410
	Iteration 14Q: 3 clusters Score -978929.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -979128.500000 Penalty: 4471.045410
	Iteration 15Q: 3 clusters Score -979128.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -979308.062500 Penalty: 4471.045410
	Iteration 16Q: 3 clusters Score -979308.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -979482.500000 Penalty: 4471.045410
	Iteration 17Q: 3 clusters Score -979482.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -979625.625000 Penalty: 4471.045410
	Iteration 18Q: 3 clusters Score -979625.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -979746.250000 Penalty: 4471.045410
	Iteration 19Q: 3 clusters Score -979746.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -979828.062500 Penalty: 4471.045410
	Iteration 20F: 3 clusters Score -979828.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -979880.250000 Penalty: 4471.045410
	Iteration 21Q: 3 clusters Score -979880.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -979926.250000 Penalty: 4471.045410
	Iteration 22Q: 3 clusters Score -979926.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -979952.375000 Penalty: 4471.045410
	Iteration 23Q: 3 clusters Score -979952.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -979971.750000 Penalty: 4471.045410
	Iteration 24Q: 3 clusters Score -979971.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -979989.687500 Penalty: 4471.045410
	Iteration 25Q: 3 clusters Score -979989.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -980005.625000 Penalty: 4471.045410
	Iteration 26Q: 3 clusters Score -980005.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -980018.437500 Penalty: 4471.045410
	Iteration 27Q: 3 clusters Score -980018.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -980024.875000 Penalty: 4471.045410
	Iteration 28Q: 3 clusters Score -980024.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -980032.500000 Penalty: 4471.045410
	Iteration 29Q: 3 clusters Score -980032.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -980037.125000 Penalty: 4471.045410
	Iteration 30Q: 3 clusters Score -980037.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -980041.812500 Penalty: 4471.045410
	Iteration 31Q: 3 clusters Score -980041.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -980046.250000 Penalty: 4471.045410
	Iteration 32Q: 3 clusters Score -980046.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -980051.250000 Penalty: 4471.045410
	Iteration 33Q: 3 clusters Score -980051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -980050.250000 Penalty: 4471.045410
	Iteration 34Q: 3 clusters Score -980050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -980049.812500 Penalty: 4471.045410
	Iteration 35Q: 3 clusters Score -980049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -980051.437500 Penalty: 4471.045410
	Iteration 36Q: 3 clusters Score -980051.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -980052.500000 Penalty: 4471.045410
	Iteration 37Q: 3 clusters Score -980052.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -980054.000000 Penalty: 4471.045410
	Iteration 38Q: 3 clusters Score -980054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -980053.875000 Penalty: 4471.045410
	Iteration 39Q: 3 clusters Score -980053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -980055.000000 Penalty: 4471.045410
	Iteration 40F: 3 clusters Score -980055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -980055.812500 Penalty: 4471.045410
	Iteration 41Q: 3 clusters Score -980055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -980056.625000 Penalty: 4471.045410
	Iteration 42Q: 3 clusters Score -980056.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -980056.625000 Penalty: 4471.045410
	Iteration 43F: 3 clusters Score -980056.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Entering Unmasked Estep 
Score: -11460631.000000 Penalty: 2845.200439
	Iteration 0F: 2 clusters Score -1.146063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -11396478.000000 Penalty: 5690.400879
	Iteration 0F: 3 clusters Score -1.139648e+07 nChanged 45440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -11422301.000000 Penalty: 5690.400879
	Iteration 1F: 3 clusters Score -1.14223e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -11423167.000000 Penalty: 5690.400879
	Iteration 2Q: 3 clusters Score -1.142317e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -11424100.000000 Penalty: 5690.400879
	Iteration 3Q: 3 clusters Score -1.14241e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -11424954.000000 Penalty: 5690.400879
	Iteration 4Q: 3 clusters Score -1.142495e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -11425706.000000 Penalty: 5690.400879
	Iteration 5Q: 3 clusters Score -1.142571e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -11426454.000000 Penalty: 5690.400879
	Iteration 6Q: 3 clusters Score -1.142645e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -11427117.000000 Penalty: 5690.400879
	Iteration 7Q: 3 clusters Score -1.142712e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -11427829.000000 Penalty: 5690.400879
	Iteration 8Q: 3 clusters Score -1.142783e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -11428312.000000 Penalty: 5690.400879
	Iteration 9Q: 3 clusters Score -1.142831e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -11429099.000000 Penalty: 5690.400879
	Iteration 10Q: 3 clusters Score -1.14291e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -11429972.000000 Penalty: 5690.400879
	Iteration 11Q: 3 clusters Score -1.142997e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -11431218.000000 Penalty: 5690.400879
	Iteration 12Q: 3 clusters Score -1.143122e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61147 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -11433196.000000 Penalty: 5690.400879
	Iteration 13Q: 3 clusters Score -1.14332e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -11435935.000000 Penalty: 5690.400879
	Iteration 14F: 3 clusters Score -1.143594e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71801 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -11439939.000000 Penalty: 5690.400879
	Iteration 15F: 3 clusters Score -1.143994e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -11444752.000000 Penalty: 5690.400879
	Iteration 16F: 3 clusters Score -1.144475e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -11449614.000000 Penalty: 5690.400879
	Iteration 17F: 3 clusters Score -1.144961e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -11453529.000000 Penalty: 5690.400879
	Iteration 18Q: 3 clusters Score -1.145353e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91618 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -11455862.000000 Penalty: 5690.400879
	Iteration 19Q: 3 clusters Score -1.145586e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -11456998.000000 Penalty: 5690.400879
	Iteration 20F: 3 clusters Score -1.1457e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -11457615.000000 Penalty: 5690.400879
	Iteration 21Q: 3 clusters Score -1.145762e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94695 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -11457962.000000 Penalty: 5690.400879
	Iteration 22Q: 3 clusters Score -1.145796e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94945 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -11458154.000000 Penalty: 5690.400879
	Iteration 23Q: 3 clusters Score -1.145815e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95090 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11458243.000000 Penalty: 5690.400879
	Iteration 24Q: 3 clusters Score -1.145824e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11458318.000000 Penalty: 5690.400879
	Iteration 25Q: 3 clusters Score -1.145832e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95220 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11458355.000000 Penalty: 5690.400879
	Iteration 26Q: 3 clusters Score -1.145836e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -11458396.000000 Penalty: 5690.400879
	Iteration 27Q: 3 clusters Score -1.14584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95278 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11458391.000000 Penalty: 5690.400879
	Iteration 28Q: 3 clusters Score -1.145839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95297 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11458416.000000 Penalty: 5690.400879
	Iteration 29Q: 3 clusters Score -1.145842e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95308 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11458435.000000 Penalty: 5690.400879
	Iteration 30Q: 3 clusters Score -1.145844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95327 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11458462.000000 Penalty: 5690.400879
	Iteration 31Q: 3 clusters Score -1.145846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95335 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11458475.000000 Penalty: 5690.400879
	Iteration 32Q: 3 clusters Score -1.145848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95336 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11458487.000000 Penalty: 5690.400879
	Iteration 33Q: 3 clusters Score -1.145849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11458505.000000 Penalty: 5690.400879
	Iteration 34Q: 3 clusters Score -1.14585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95352 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11458517.000000 Penalty: 5690.400879
	Iteration 35Q: 3 clusters Score -1.145852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95362 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -11458531.000000 Penalty: 5690.400879
	Iteration 36Q: 3 clusters Score -1.145853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95369 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11458530.000000 Penalty: 5690.400879
	Iteration 37Q: 3 clusters Score -1.145853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -11458535.000000 Penalty: 5690.400879
	Iteration 38Q: 3 clusters Score -1.145854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95377 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -11458544.000000 Penalty: 5690.400879
	Iteration 39Q: 3 clusters Score -1.145854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95378 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11458533.000000 Penalty: 5690.400879
	Iteration 40F: 3 clusters Score -1.145853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11458533.000000 Penalty: 5690.400879
	Iteration 41Q: 3 clusters Score -1.145853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11458547.000000 Penalty: 5690.400879
	Iteration 42Q: 3 clusters Score -1.145855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11458549.000000 Penalty: 5690.400879
	Iteration 43Q: 3 clusters Score -1.145855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11458549.000000 Penalty: 5690.400879
	Iteration 44F: 3 clusters Score -1.145855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -346555.937500 Penalty: 1992.347168
	Iteration 0F: 2 clusters Score -346555.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -343209.687500 Penalty: 3984.694336
	Iteration 0F: 3 clusters Score -343209.7 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -343906.281250 Penalty: 3984.694336
	Iteration 1F: 3 clusters Score -343906.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -344074.968750 Penalty: 3984.694336
	Iteration 2F: 3 clusters Score -344075 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -344169.968750 Penalty: 3984.694336
	Iteration 3Q: 3 clusters Score -344170 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -344225.906250 Penalty: 3984.694336
	Iteration 4Q: 3 clusters Score -344225.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -344256.937500 Penalty: 3984.694336
	Iteration 5Q: 3 clusters Score -344256.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -344273.218750 Penalty: 3984.694336
	Iteration 6Q: 3 clusters Score -344273.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -344289.625000 Penalty: 3984.694336
	Iteration 7Q: 3 clusters Score -344289.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -344308.625000 Penalty: 3984.694336
	Iteration 8Q: 3 clusters Score -344308.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -344321.125000 Penalty: 3984.694336
	Iteration 9Q: 3 clusters Score -344321.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -344331.531250 Penalty: 3984.694336
	Iteration 10Q: 3 clusters Score -344331.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -344339.468750 Penalty: 3984.694336
	Iteration 11Q: 3 clusters Score -344339.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -344342.812500 Penalty: 3984.694336
	Iteration 12Q: 3 clusters Score -344342.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -344346.406250 Penalty: 3984.694336
	Iteration 13Q: 3 clusters Score -344346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -344349.437500 Penalty: 3984.694336
	Iteration 14Q: 3 clusters Score -344349.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -344353.875000 Penalty: 3984.694336
	Iteration 15Q: 3 clusters Score -344353.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -344357.812500 Penalty: 3984.694336
	Iteration 16Q: 3 clusters Score -344357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -344359.937500 Penalty: 3984.694336
	Iteration 17Q: 3 clusters Score -344359.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -344360.937500 Penalty: 3984.694336
	Iteration 18Q: 3 clusters Score -344360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -344363.500000 Penalty: 3984.694336
	Iteration 19Q: 3 clusters Score -344363.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -344364.437500 Penalty: 3984.694336
	Iteration 20F: 3 clusters Score -344364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -344364.718750 Penalty: 3984.694336
	Iteration 21Q: 3 clusters Score -344364.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -344365.843750 Penalty: 3984.694336
	Iteration 22Q: 3 clusters Score -344365.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -344368.343750 Penalty: 3984.694336
	Iteration 23Q: 3 clusters Score -344368.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -344369.875000 Penalty: 3984.694336
	Iteration 24Q: 3 clusters Score -344369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -344370.718750 Penalty: 3984.694336
	Iteration 25Q: 3 clusters Score -344370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -344371.562500 Penalty: 3984.694336
	Iteration 26Q: 3 clusters Score -344371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -344372.093750 Penalty: 3984.694336
	Iteration 27Q: 3 clusters Score -344372.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -344372.093750 Penalty: 3984.694336
	Iteration 28F: 3 clusters Score -344372.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Entering Unmasked Estep 
Score: -654707.562500 Penalty: 2159.742676
	Iteration 0F: 2 clusters Score -654707.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -649550.812500 Penalty: 4319.485352
	Iteration 0F: 3 clusters Score -649550.8 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -650968.625000 Penalty: 4319.485352
	Iteration 1F: 3 clusters Score -650968.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -651344.000000 Penalty: 4319.485352
	Iteration 2F: 3 clusters Score -651344 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -651698.062500 Penalty: 4319.485352
	Iteration 3F: 3 clusters Score -651698.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -651991.875000 Penalty: 4319.485352
	Iteration 4F: 3 clusters Score -651991.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -652259.750000 Penalty: 4319.485352
	Iteration 5F: 3 clusters Score -652259.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -652461.625000 Penalty: 4319.485352
	Iteration 6Q: 3 clusters Score -652461.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -652600.062500 Penalty: 4319.485352
	Iteration 7Q: 3 clusters Score -652600.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -652679.437500 Penalty: 4319.485352
	Iteration 8Q: 3 clusters Score -652679.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -652726.000000 Penalty: 4319.485352
	Iteration 9Q: 3 clusters Score -652726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -652763.437500 Penalty: 4319.485352
	Iteration 10Q: 3 clusters Score -652763.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -652792.000000 Penalty: 4319.485352
	Iteration 11Q: 3 clusters Score -652792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -652812.875000 Penalty: 4319.485352
	Iteration 12Q: 3 clusters Score -652812.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -652827.562500 Penalty: 4319.485352
	Iteration 13Q: 3 clusters Score -652827.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -652842.937500 Penalty: 4319.485352
	Iteration 14Q: 3 clusters Score -652842.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -652858.937500 Penalty: 4319.485352
	Iteration 15Q: 3 clusters Score -652858.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -652871.375000 Penalty: 4319.485352
	Iteration 16Q: 3 clusters Score -652871.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -652885.875000 Penalty: 4319.485352
	Iteration 17Q: 3 clusters Score -652885.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -652892.125000 Penalty: 4319.485352
	Iteration 18Q: 3 clusters Score -652892.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -652902.000000 Penalty: 4319.485352
	Iteration 19Q: 3 clusters Score -652902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -652910.937500 Penalty: 4319.485352
	Iteration 20F: 3 clusters Score -652910.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -652919.500000 Penalty: 4319.485352
	Iteration 21Q: 3 clusters Score -652919.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -652929.000000 Penalty: 4319.485352
	Iteration 22Q: 3 clusters Score -652929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -652933.312500 Penalty: 4319.485352
	Iteration 23Q: 3 clusters Score -652933.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -652940.875000 Penalty: 4319.485352
	Iteration 24Q: 3 clusters Score -652940.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -652943.125000 Penalty: 4319.485352
	Iteration 25Q: 3 clusters Score -652943.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -652947.062500 Penalty: 4319.485352
	Iteration 26Q: 3 clusters Score -652947.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -652951.375000 Penalty: 4319.485352
	Iteration 27Q: 3 clusters Score -652951.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -652954.125000 Penalty: 4319.485352
	Iteration 28Q: 3 clusters Score -652954.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -652957.875000 Penalty: 4319.485352
	Iteration 29Q: 3 clusters Score -652957.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -652963.312500 Penalty: 4319.485352
	Iteration 30Q: 3 clusters Score -652963.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -652968.687500 Penalty: 4319.485352
	Iteration 31Q: 3 clusters Score -652968.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -652974.687500 Penalty: 4319.485352
	Iteration 32Q: 3 clusters Score -652974.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -652982.812500 Penalty: 4319.485352
	Iteration 33Q: 3 clusters Score -652982.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -652990.312500 Penalty: 4319.485352
	Iteration 34Q: 3 clusters Score -652990.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -652997.437500 Penalty: 4319.485352
	Iteration 35Q: 3 clusters Score -652997.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -653011.437500 Penalty: 4319.485352
	Iteration 36Q: 3 clusters Score -653011.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -653021.375000 Penalty: 4319.485352
	Iteration 37Q: 3 clusters Score -653021.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -653030.312500 Penalty: 4319.485352
	Iteration 38Q: 3 clusters Score -653030.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -653032.812500 Penalty: 4319.485352
	Iteration 39Q: 3 clusters Score -653032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -653034.875000 Penalty: 4319.485352
	Iteration 40F: 3 clusters Score -653034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -653034.437500 Penalty: 4319.485352
	Iteration 41Q: 3 clusters Score -653034.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -653035.125000 Penalty: 4319.485352
	Iteration 42Q: 3 clusters Score -653035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -653036.250000 Penalty: 4319.485352
	Iteration 43Q: 3 clusters Score -653036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -653038.000000 Penalty: 4319.485352
	Iteration 44Q: 3 clusters Score -653038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -653039.687500 Penalty: 4319.485352
	Iteration 45Q: 3 clusters Score -653039.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -653039.687500 Penalty: 4319.485352
	Iteration 46F: 3 clusters Score -653039.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Entering Unmasked Estep 
Score: -1260741.625000 Penalty: 2306.762207
	Iteration 0F: 2 clusters Score -1260742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1252509.625000 Penalty: 4613.524414
	Iteration 0F: 3 clusters Score -1252510 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1254948.250000 Penalty: 4613.524414
	Iteration 1F: 3 clusters Score -1254948 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1255355.625000 Penalty: 4613.524414
	Iteration 2F: 3 clusters Score -1255356 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1255680.750000 Penalty: 4613.524414
	Iteration 3F: 3 clusters Score -1255681 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1255975.625000 Penalty: 4613.524414
	Iteration 4F: 3 clusters Score -1255976 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1256222.250000 Penalty: 4613.524414
	Iteration 5Q: 3 clusters Score -1256222 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1256471.750000 Penalty: 4613.524414
	Iteration 6Q: 3 clusters Score -1256472 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1256744.625000 Penalty: 4613.524414
	Iteration 7Q: 3 clusters Score -1256745 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1256989.125000 Penalty: 4613.524414
	Iteration 8Q: 3 clusters Score -1256989 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1257199.625000 Penalty: 4613.524414
	Iteration 9Q: 3 clusters Score -1257200 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1257404.750000 Penalty: 4613.524414
	Iteration 10Q: 3 clusters Score -1257405 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1257569.125000 Penalty: 4613.524414
	Iteration 11Q: 3 clusters Score -1257569 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1257714.875000 Penalty: 4613.524414
	Iteration 12Q: 3 clusters Score -1257715 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1257871.500000 Penalty: 4613.524414
	Iteration 13Q: 3 clusters Score -1257872 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1258014.000000 Penalty: 4613.524414
	Iteration 14Q: 3 clusters Score -1258014 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1258153.000000 Penalty: 4613.524414
	Iteration 15Q: 3 clusters Score -1258153 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1258316.750000 Penalty: 4613.524414
	Iteration 16Q: 3 clusters Score -1258317 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1258471.750000 Penalty: 4613.524414
	Iteration 17Q: 3 clusters Score -1258472 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1258613.375000 Penalty: 4613.524414
	Iteration 18Q: 3 clusters Score -1258613 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1258722.750000 Penalty: 4613.524414
	Iteration 19Q: 3 clusters Score -1258723 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1258795.125000 Penalty: 4613.524414
	Iteration 20F: 3 clusters Score -1258795 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1258845.625000 Penalty: 4613.524414
	Iteration 21Q: 3 clusters Score -1258846 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1258896.500000 Penalty: 4613.524414
	Iteration 22Q: 3 clusters Score -1258896 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1258945.750000 Penalty: 4613.524414
	Iteration 23Q: 3 clusters Score -1258946 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1258983.875000 Penalty: 4613.524414
	Iteration 24Q: 3 clusters Score -1258984 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1259035.375000 Penalty: 4613.524414
	Iteration 25Q: 3 clusters Score -1259035 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1259096.000000 Penalty: 4613.524414
	Iteration 26Q: 3 clusters Score -1259096 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1259170.000000 Penalty: 4613.524414
	Iteration 27Q: 3 clusters Score -1259170 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1259264.375000 Penalty: 4613.524414
	Iteration 28Q: 3 clusters Score -1259264 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1259349.500000 Penalty: 4613.524414
	Iteration 29Q: 3 clusters Score -1259350 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1259440.375000 Penalty: 4613.524414
	Iteration 30Q: 3 clusters Score -1259440 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1259513.625000 Penalty: 4613.524414
	Iteration 31Q: 3 clusters Score -1259514 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1259583.750000 Penalty: 4613.524414
	Iteration 32Q: 3 clusters Score -1259584 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1259638.500000 Penalty: 4613.524414
	Iteration 33Q: 3 clusters Score -1259638 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1259673.750000 Penalty: 4613.524414
	Iteration 34Q: 3 clusters Score -1259674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1259701.750000 Penalty: 4613.524414
	Iteration 35Q: 3 clusters Score -1259702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1259717.375000 Penalty: 4613.524414
	Iteration 36Q: 3 clusters Score -1259717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1259730.125000 Penalty: 4613.524414
	Iteration 37Q: 3 clusters Score -1259730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1259744.750000 Penalty: 4613.524414
	Iteration 38Q: 3 clusters Score -1259745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1259748.125000 Penalty: 4613.524414
	Iteration 39Q: 3 clusters Score -1259748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1259766.875000 Penalty: 4613.524414
	Iteration 40F: 3 clusters Score -1259767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1259787.875000 Penalty: 4613.524414
	Iteration 41Q: 3 clusters Score -1259788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1259802.500000 Penalty: 4613.524414
	Iteration 42Q: 3 clusters Score -1259802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1259828.875000 Penalty: 4613.524414
	Iteration 43Q: 3 clusters Score -1259829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1259852.000000 Penalty: 4613.524414
	Iteration 44Q: 3 clusters Score -1259852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1259881.750000 Penalty: 4613.524414
	Iteration 45Q: 3 clusters Score -1259882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1259908.125000 Penalty: 4613.524414
	Iteration 46Q: 3 clusters Score -1259908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1259935.500000 Penalty: 4613.524414
	Iteration 47Q: 3 clusters Score -1259936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1259949.375000 Penalty: 4613.524414
	Iteration 48Q: 3 clusters Score -1259949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1259959.125000 Penalty: 4613.524414
	Iteration 49Q: 3 clusters Score -1259959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1259970.250000 Penalty: 4613.524414
	Iteration 50Q: 3 clusters Score -1259970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1259978.375000 Penalty: 4613.524414
	Iteration 51Q: 3 clusters Score -1259978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1259987.125000 Penalty: 4613.524414
	Iteration 52Q: 3 clusters Score -1259987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1259996.375000 Penalty: 4613.524414
	Iteration 53Q: 3 clusters Score -1259996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1260001.375000 Penalty: 4613.524414
	Iteration 54Q: 3 clusters Score -1260001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1260011.500000 Penalty: 4613.524414
	Iteration 55Q: 3 clusters Score -1260012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1260013.000000 Penalty: 4613.524414
	Iteration 56Q: 3 clusters Score -1260013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1260015.625000 Penalty: 4613.524414
	Iteration 57Q: 3 clusters Score -1260016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1260014.750000 Penalty: 4613.524414
	Iteration 58Q: 3 clusters Score -1260015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1260017.125000 Penalty: 4613.524414
	Iteration 59Q: 3 clusters Score -1260017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1260017.125000 Penalty: 4613.524414
	Iteration 60F: 3 clusters Score -1260017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Entering Unmasked Estep 
Score: -6030144.000000 Penalty: 2686.513184
	Iteration 0F: 2 clusters Score -6030144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -5996028.000000 Penalty: 5373.026367
	Iteration 0F: 3 clusters Score -5996028 nChanged 23353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -6009063.000000 Penalty: 5373.026367
	Iteration 1F: 3 clusters Score -6009063 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -6009845.000000 Penalty: 5373.026367
	Iteration 2Q: 3 clusters Score -6009845 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -6010762.500000 Penalty: 5373.026367
	Iteration 3Q: 3 clusters Score -6010762 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -6011945.500000 Penalty: 5373.026367
	Iteration 4F: 3 clusters Score -6011946 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -6013286.500000 Penalty: 5373.026367
	Iteration 5F: 3 clusters Score -6013286 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -6015073.500000 Penalty: 5373.026367
	Iteration 6F: 3 clusters Score -6015074 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -6017140.500000 Penalty: 5373.026367
	Iteration 7F: 3 clusters Score -6017140 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -6019451.500000 Penalty: 5373.026367
	Iteration 8F: 3 clusters Score -6019452 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -6021687.500000 Penalty: 5373.026367
	Iteration 9F: 3 clusters Score -6021688 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -6023691.000000 Penalty: 5373.026367
	Iteration 10F: 3 clusters Score -6023691 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -6025177.500000 Penalty: 5373.026367
	Iteration 11Q: 3 clusters Score -6025178 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -6026217.000000 Penalty: 5373.026367
	Iteration 12Q: 3 clusters Score -6026217 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -6026857.500000 Penalty: 5373.026367
	Iteration 13Q: 3 clusters Score -6026858 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6027302.500000 Penalty: 5373.026367
	Iteration 14Q: 3 clusters Score -6027302 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6027504.500000 Penalty: 5373.026367
	Iteration 15Q: 3 clusters Score -6027504 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6027632.000000 Penalty: 5373.026367
	Iteration 16Q: 3 clusters Score -6027632 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6027683.500000 Penalty: 5373.026367
	Iteration 17Q: 3 clusters Score -6027684 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6027753.500000 Penalty: 5373.026367
	Iteration 18Q: 3 clusters Score -6027754 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6027812.000000 Penalty: 5373.026367
	Iteration 19Q: 3 clusters Score -6027812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6027819.500000 Penalty: 5373.026367
	Iteration 20F: 3 clusters Score -6027820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6027842.000000 Penalty: 5373.026367
	Iteration 21Q: 3 clusters Score -6027842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6027859.000000 Penalty: 5373.026367
	Iteration 22Q: 3 clusters Score -6027859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6027865.500000 Penalty: 5373.026367
	Iteration 23Q: 3 clusters Score -6027866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6027876.000000 Penalty: 5373.026367
	Iteration 24Q: 3 clusters Score -6027876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6027884.000000 Penalty: 5373.026367
	Iteration 25Q: 3 clusters Score -6027884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6027876.500000 Penalty: 5373.026367
	Iteration 26Q: 3 clusters Score -6027876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6027888.000000 Penalty: 5373.026367
	Iteration 27Q: 3 clusters Score -6027888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6027895.500000 Penalty: 5373.026367
	Iteration 28Q: 3 clusters Score -6027896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6027902.500000 Penalty: 5373.026367
	Iteration 29Q: 3 clusters Score -6027902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6027917.500000 Penalty: 5373.026367
	Iteration 30Q: 3 clusters Score -6027918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6027924.500000 Penalty: 5373.026367
	Iteration 31Q: 3 clusters Score -6027924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6027926.000000 Penalty: 5373.026367
	Iteration 32Q: 3 clusters Score -6027926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6027931.500000 Penalty: 5373.026367
	Iteration 33Q: 3 clusters Score -6027932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6027929.000000 Penalty: 5373.026367
	Iteration 34Q: 3 clusters Score -6027929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6027934.500000 Penalty: 5373.026367
	Iteration 35Q: 3 clusters Score -6027934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6027929.500000 Penalty: 5373.026367
	Iteration 36Q: 3 clusters Score -6027930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6027934.000000 Penalty: 5373.026367
	Iteration 37Q: 3 clusters Score -6027934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6027930.000000 Penalty: 5373.026367
	Iteration 38Q: 3 clusters Score -6027930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6027941.500000 Penalty: 5373.026367
	Iteration 39Q: 3 clusters Score -6027942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6027938.500000 Penalty: 5373.026367
	Iteration 40F: 3 clusters Score -6027938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6027937.500000 Penalty: 5373.026367
	Iteration 41Q: 3 clusters Score -6027938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6027939.500000 Penalty: 5373.026367
	Iteration 42Q: 3 clusters Score -6027940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6027946.500000 Penalty: 5373.026367
	Iteration 43Q: 3 clusters Score -6027946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6027946.500000 Penalty: 5373.026367
	Iteration 44Q: 3 clusters Score -6027946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6027949.000000 Penalty: 5373.026367
	Iteration 45Q: 3 clusters Score -6027949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6027944.500000 Penalty: 5373.026367
	Iteration 46Q: 3 clusters Score -6027944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6027953.000000 Penalty: 5373.026367
	Iteration 47Q: 3 clusters Score -6027953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6027953.000000 Penalty: 5373.026367
	Iteration 48Q: 3 clusters Score -6027953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6027950.500000 Penalty: 5373.026367
	Iteration 49Q: 3 clusters Score -6027950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6027950.500000 Penalty: 5373.026367
	Iteration 50F: 3 clusters Score -6027950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Entering Unmasked Estep 
Score: -909301.937500 Penalty: 2224.635498
	Iteration 0F: 2 clusters Score -909301.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -902961.562500 Penalty: 4449.270996
	Iteration 0F: 3 clusters Score -902961.6 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -904744.187500 Penalty: 4449.270996
	Iteration 1F: 3 clusters Score -904744.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -905082.437500 Penalty: 4449.270996
	Iteration 2F: 3 clusters Score -905082.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -905336.062500 Penalty: 4449.270996
	Iteration 3F: 3 clusters Score -905336.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -905536.062500 Penalty: 4449.270996
	Iteration 4Q: 3 clusters Score -905536.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -905729.562500 Penalty: 4449.270996
	Iteration 5Q: 3 clusters Score -905729.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -905919.125000 Penalty: 4449.270996
	Iteration 6Q: 3 clusters Score -905919.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -906089.187500 Penalty: 4449.270996
	Iteration 7Q: 3 clusters Score -906089.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -906286.250000 Penalty: 4449.270996
	Iteration 8Q: 3 clusters Score -906286.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -906512.250000 Penalty: 4449.270996
	Iteration 9Q: 3 clusters Score -906512.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -906732.000000 Penalty: 4449.270996
	Iteration 10Q: 3 clusters Score -906732 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -906980.250000 Penalty: 4449.270996
	Iteration 11Q: 3 clusters Score -906980.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -907198.687500 Penalty: 4449.270996
	Iteration 12Q: 3 clusters Score -907198.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -907385.500000 Penalty: 4449.270996
	Iteration 13Q: 3 clusters Score -907385.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -907537.187500 Penalty: 4449.270996
	Iteration 14Q: 3 clusters Score -907537.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -907638.250000 Penalty: 4449.270996
	Iteration 15Q: 3 clusters Score -907638.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -907703.750000 Penalty: 4449.270996
	Iteration 16Q: 3 clusters Score -907703.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -907750.875000 Penalty: 4449.270996
	Iteration 17Q: 3 clusters Score -907750.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -907781.625000 Penalty: 4449.270996
	Iteration 18Q: 3 clusters Score -907781.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -907809.937500 Penalty: 4449.270996
	Iteration 19Q: 3 clusters Score -907809.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -907829.562500 Penalty: 4449.270996
	Iteration 20F: 3 clusters Score -907829.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -907847.562500 Penalty: 4449.270996
	Iteration 21Q: 3 clusters Score -907847.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -907859.062500 Penalty: 4449.270996
	Iteration 22Q: 3 clusters Score -907859.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -907868.000000 Penalty: 4449.270996
	Iteration 23Q: 3 clusters Score -907868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -907875.562500 Penalty: 4449.270996
	Iteration 24Q: 3 clusters Score -907875.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -907884.812500 Penalty: 4449.270996
	Iteration 25Q: 3 clusters Score -907884.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -907895.000000 Penalty: 4449.270996
	Iteration 26Q: 3 clusters Score -907895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -907909.875000 Penalty: 4449.270996
	Iteration 27Q: 3 clusters Score -907909.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -907921.437500 Penalty: 4449.270996
	Iteration 28Q: 3 clusters Score -907921.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -907929.687500 Penalty: 4449.270996
	Iteration 29Q: 3 clusters Score -907929.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -907937.562500 Penalty: 4449.270996
	Iteration 30Q: 3 clusters Score -907937.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -907943.562500 Penalty: 4449.270996
	Iteration 31Q: 3 clusters Score -907943.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -907955.750000 Penalty: 4449.270996
	Iteration 32Q: 3 clusters Score -907955.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -907964.000000 Penalty: 4449.270996
	Iteration 33Q: 3 clusters Score -907964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -907977.062500 Penalty: 4449.270996
	Iteration 34Q: 3 clusters Score -907977.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -907992.125000 Penalty: 4449.270996
	Iteration 35Q: 3 clusters Score -907992.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -908009.937500 Penalty: 4449.270996
	Iteration 36Q: 3 clusters Score -908009.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -908020.937500 Penalty: 4449.270996
	Iteration 37Q: 3 clusters Score -908020.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -908028.437500 Penalty: 4449.270996
	Iteration 38Q: 3 clusters Score -908028.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -908035.000000 Penalty: 4449.270996
	Iteration 39Q: 3 clusters Score -908035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -908040.000000 Penalty: 4449.270996
	Iteration 40F: 3 clusters Score -908040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -908042.375000 Penalty: 4449.270996
	Iteration 41Q: 3 clusters Score -908042.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -908046.687500 Penalty: 4449.270996
	Iteration 42Q: 3 clusters Score -908046.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -908049.812500 Penalty: 4449.270996
	Iteration 43Q: 3 clusters Score -908049.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -908049.687500 Penalty: 4449.270996
	Iteration 44Q: 3 clusters Score -908049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -908051.375000 Penalty: 4449.270996
	Iteration 45Q: 3 clusters Score -908051.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -908051.375000 Penalty: 4449.270996
	Iteration 46F: 3 clusters Score -908051.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Entering Unmasked Estep 
Score: -918022.875000 Penalty: 2221.239014
	Iteration 0F: 2 clusters Score -918022.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -911763.687500 Penalty: 4442.478027
	Iteration 0F: 3 clusters Score -911763.7 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -913450.062500 Penalty: 4442.478027
	Iteration 1F: 3 clusters Score -913450.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -913683.625000 Penalty: 4442.478027
	Iteration 2F: 3 clusters Score -913683.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -913835.625000 Penalty: 4442.478027
	Iteration 3Q: 3 clusters Score -913835.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -913950.000000 Penalty: 4442.478027
	Iteration 4Q: 3 clusters Score -913950 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -914026.000000 Penalty: 4442.478027
	Iteration 5Q: 3 clusters Score -914026 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -914081.125000 Penalty: 4442.478027
	Iteration 6Q: 3 clusters Score -914081.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -914133.250000 Penalty: 4442.478027
	Iteration 7Q: 3 clusters Score -914133.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -914174.125000 Penalty: 4442.478027
	Iteration 8Q: 3 clusters Score -914174.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -914203.562500 Penalty: 4442.478027
	Iteration 9Q: 3 clusters Score -914203.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -914242.625000 Penalty: 4442.478027
	Iteration 10Q: 3 clusters Score -914242.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -914271.875000 Penalty: 4442.478027
	Iteration 11Q: 3 clusters Score -914271.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -914305.437500 Penalty: 4442.478027
	Iteration 12Q: 3 clusters Score -914305.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -914338.500000 Penalty: 4442.478027
	Iteration 13Q: 3 clusters Score -914338.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -914360.937500 Penalty: 4442.478027
	Iteration 14Q: 3 clusters Score -914360.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -914386.062500 Penalty: 4442.478027
	Iteration 15Q: 3 clusters Score -914386.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -914409.937500 Penalty: 4442.478027
	Iteration 16Q: 3 clusters Score -914409.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -914434.250000 Penalty: 4442.478027
	Iteration 17Q: 3 clusters Score -914434.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -914458.062500 Penalty: 4442.478027
	Iteration 18Q: 3 clusters Score -914458.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -914480.375000 Penalty: 4442.478027
	Iteration 19Q: 3 clusters Score -914480.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -914506.312500 Penalty: 4442.478027
	Iteration 20F: 3 clusters Score -914506.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -914531.250000 Penalty: 4442.478027
	Iteration 21Q: 3 clusters Score -914531.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -914557.312500 Penalty: 4442.478027
	Iteration 22Q: 3 clusters Score -914557.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -914581.062500 Penalty: 4442.478027
	Iteration 23Q: 3 clusters Score -914581.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -914608.562500 Penalty: 4442.478027
	Iteration 24Q: 3 clusters Score -914608.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -914638.375000 Penalty: 4442.478027
	Iteration 25Q: 3 clusters Score -914638.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -914675.375000 Penalty: 4442.478027
	Iteration 26Q: 3 clusters Score -914675.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -914720.437500 Penalty: 4442.478027
	Iteration 27Q: 3 clusters Score -914720.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -914777.812500 Penalty: 4442.478027
	Iteration 28Q: 3 clusters Score -914777.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -914838.937500 Penalty: 4442.478027
	Iteration 29Q: 3 clusters Score -914838.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -914910.375000 Penalty: 4442.478027
	Iteration 30Q: 3 clusters Score -914910.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -914989.562500 Penalty: 4442.478027
	Iteration 31Q: 3 clusters Score -914989.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -915062.875000 Penalty: 4442.478027
	Iteration 32Q: 3 clusters Score -915062.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -915136.750000 Penalty: 4442.478027
	Iteration 33Q: 3 clusters Score -915136.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -915199.562500 Penalty: 4442.478027
	Iteration 34Q: 3 clusters Score -915199.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -915264.000000 Penalty: 4442.478027
	Iteration 35Q: 3 clusters Score -915264 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -915331.750000 Penalty: 4442.478027
	Iteration 36Q: 3 clusters Score -915331.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -915400.500000 Penalty: 4442.478027
	Iteration 37Q: 3 clusters Score -915400.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -915471.187500 Penalty: 4442.478027
	Iteration 38Q: 3 clusters Score -915471.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -915538.125000 Penalty: 4442.478027
	Iteration 39Q: 3 clusters Score -915538.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -915609.437500 Penalty: 4442.478027
	Iteration 40F: 3 clusters Score -915609.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -915671.562500 Penalty: 4442.478027
	Iteration 41Q: 3 clusters Score -915671.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -915722.750000 Penalty: 4442.478027
	Iteration 42Q: 3 clusters Score -915722.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -915773.250000 Penalty: 4442.478027
	Iteration 43Q: 3 clusters Score -915773.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -915823.375000 Penalty: 4442.478027
	Iteration 44Q: 3 clusters Score -915823.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -915863.812500 Penalty: 4442.478027
	Iteration 45Q: 3 clusters Score -915863.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -915897.687500 Penalty: 4442.478027
	Iteration 46Q: 3 clusters Score -915897.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -915924.375000 Penalty: 4442.478027
	Iteration 47Q: 3 clusters Score -915924.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -915948.375000 Penalty: 4442.478027
	Iteration 48Q: 3 clusters Score -915948.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -915970.562500 Penalty: 4442.478027
	Iteration 49Q: 3 clusters Score -915970.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -915991.125000 Penalty: 4442.478027
	Iteration 50Q: 3 clusters Score -915991.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -916005.875000 Penalty: 4442.478027
	Iteration 51Q: 3 clusters Score -916005.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -916031.687500 Penalty: 4442.478027
	Iteration 52Q: 3 clusters Score -916031.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -916044.562500 Penalty: 4442.478027
	Iteration 53Q: 3 clusters Score -916044.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -916062.937500 Penalty: 4442.478027
	Iteration 54Q: 3 clusters Score -916062.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -916072.437500 Penalty: 4442.478027
	Iteration 55Q: 3 clusters Score -916072.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -916090.187500 Penalty: 4442.478027
	Iteration 56Q: 3 clusters Score -916090.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -916106.312500 Penalty: 4442.478027
	Iteration 57Q: 3 clusters Score -916106.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -916119.250000 Penalty: 4442.478027
	Iteration 58Q: 3 clusters Score -916119.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -916128.375000 Penalty: 4442.478027
	Iteration 59Q: 3 clusters Score -916128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -916135.875000 Penalty: 4442.478027
	Iteration 60F: 3 clusters Score -916135.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -916137.437500 Penalty: 4442.478027
	Iteration 61Q: 3 clusters Score -916137.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -916143.312500 Penalty: 4442.478027
	Iteration 62Q: 3 clusters Score -916143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -916144.625000 Penalty: 4442.478027
	Iteration 63Q: 3 clusters Score -916144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -916145.062500 Penalty: 4442.478027
	Iteration 64Q: 3 clusters Score -916145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -916144.875000 Penalty: 4442.478027
	Iteration 65Q: 3 clusters Score -916144.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -916144.875000 Penalty: 4442.478027
	Iteration 66F: 3 clusters Score -916144.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Entering Unmasked Estep 
Score: -3985219.750000 Penalty: 2584.104980
	Iteration 0F: 2 clusters Score -3985220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3962405.250000 Penalty: 5168.209961
	Iteration 0F: 3 clusters Score -3962405 nChanged 15163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3970610.500000 Penalty: 5168.209961
	Iteration 1F: 3 clusters Score -3970610 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3971176.250000 Penalty: 5168.209961
	Iteration 2Q: 3 clusters Score -3971176 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -3971769.000000 Penalty: 5168.209961
	Iteration 3Q: 3 clusters Score -3971769 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3972488.250000 Penalty: 5168.209961
	Iteration 4Q: 3 clusters Score -3972488 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -3973514.250000 Penalty: 5168.209961
	Iteration 5F: 3 clusters Score -3973514 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -3974829.250000 Penalty: 5168.209961
	Iteration 6F: 3 clusters Score -3974829 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3976424.250000 Penalty: 5168.209961
	Iteration 7F: 3 clusters Score -3976424 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3978108.250000 Penalty: 5168.209961
	Iteration 8F: 3 clusters Score -3978108 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3979690.250000 Penalty: 5168.209961
	Iteration 9F: 3 clusters Score -3979690 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -3980954.500000 Penalty: 5168.209961
	Iteration 10Q: 3 clusters Score -3980954 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -3981763.500000 Penalty: 5168.209961
	Iteration 11Q: 3 clusters Score -3981764 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -3982288.750000 Penalty: 5168.209961
	Iteration 12Q: 3 clusters Score -3982289 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -3982619.250000 Penalty: 5168.209961
	Iteration 13Q: 3 clusters Score -3982619 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -3982817.250000 Penalty: 5168.209961
	Iteration 14Q: 3 clusters Score -3982817 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -3982947.250000 Penalty: 5168.209961
	Iteration 15Q: 3 clusters Score -3982947 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -3983038.000000 Penalty: 5168.209961
	Iteration 16Q: 3 clusters Score -3983038 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -3983092.000000 Penalty: 5168.209961
	Iteration 17Q: 3 clusters Score -3983092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -3983115.500000 Penalty: 5168.209961
	Iteration 18Q: 3 clusters Score -3983116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -3983127.500000 Penalty: 5168.209961
	Iteration 19Q: 3 clusters Score -3983128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -3983160.750000 Penalty: 5168.209961
	Iteration 20F: 3 clusters Score -3983161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -3983167.000000 Penalty: 5168.209961
	Iteration 21Q: 3 clusters Score -3983167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -3983171.250000 Penalty: 5168.209961
	Iteration 22Q: 3 clusters Score -3983171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -3983172.000000 Penalty: 5168.209961
	Iteration 23Q: 3 clusters Score -3983172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -3983174.500000 Penalty: 5168.209961
	Iteration 24Q: 3 clusters Score -3983174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -3983177.750000 Penalty: 5168.209961
	Iteration 25Q: 3 clusters Score -3983178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -3983177.500000 Penalty: 5168.209961
	Iteration 26Q: 3 clusters Score -3983178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -3983177.500000 Penalty: 5168.209961
	Iteration 27F: 3 clusters Score -3983178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Entering Unmasked Estep 
Score: -4677341.000000 Penalty: 2623.062500
	Iteration 0F: 2 clusters Score -4677341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4650649.000000 Penalty: 5246.125000
	Iteration 0F: 3 clusters Score -4650649 nChanged 17960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4660425.000000 Penalty: 5246.125000
	Iteration 1F: 3 clusters Score -4660425 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -4660917.000000 Penalty: 5246.125000
	Iteration 2Q: 3 clusters Score -4660917 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -4661306.000000 Penalty: 5246.125000
	Iteration 3Q: 3 clusters Score -4661306 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -4661726.500000 Penalty: 5246.125000
	Iteration 4Q: 3 clusters Score -4661726 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4662110.500000 Penalty: 5246.125000
	Iteration 5Q: 3 clusters Score -4662110 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4662567.500000 Penalty: 5246.125000
	Iteration 6Q: 3 clusters Score -4662568 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -4663142.000000 Penalty: 5246.125000
	Iteration 7Q: 3 clusters Score -4663142 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -4663936.000000 Penalty: 5246.125000
	Iteration 8Q: 3 clusters Score -4663936 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4665127.500000 Penalty: 5246.125000
	Iteration 9Q: 3 clusters Score -4665128 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -4666753.000000 Penalty: 5246.125000
	Iteration 10F: 3 clusters Score -4666753 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -4668564.000000 Penalty: 5246.125000
	Iteration 11F: 3 clusters Score -4668564 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -4670204.000000 Penalty: 5246.125000
	Iteration 12F: 3 clusters Score -4670204 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -4671299.000000 Penalty: 5246.125000
	Iteration 13Q: 3 clusters Score -4671299 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -4671958.500000 Penalty: 5246.125000
	Iteration 14Q: 3 clusters Score -4671958 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -4672327.500000 Penalty: 5246.125000
	Iteration 15Q: 3 clusters Score -4672328 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -4672620.000000 Penalty: 5246.125000
	Iteration 16Q: 3 clusters Score -4672620 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -4672853.000000 Penalty: 5246.125000
	Iteration 17Q: 3 clusters Score -4672853 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -4673090.000000 Penalty: 5246.125000
	Iteration 18Q: 3 clusters Score -4673090 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -4673263.000000 Penalty: 5246.125000
	Iteration 19Q: 3 clusters Score -4673263 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -4673439.000000 Penalty: 5246.125000
	Iteration 20F: 3 clusters Score -4673439 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -4673531.000000 Penalty: 5246.125000
	Iteration 21Q: 3 clusters Score -4673531 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -4673636.500000 Penalty: 5246.125000
	Iteration 22Q: 3 clusters Score -4673636 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4673779.000000 Penalty: 5246.125000
	Iteration 23Q: 3 clusters Score -4673779 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -4673864.500000 Penalty: 5246.125000
	Iteration 24Q: 3 clusters Score -4673864 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -4673971.500000 Penalty: 5246.125000
	Iteration 25Q: 3 clusters Score -4673972 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -4674071.500000 Penalty: 5246.125000
	Iteration 26Q: 3 clusters Score -4674072 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -4674164.000000 Penalty: 5246.125000
	Iteration 27Q: 3 clusters Score -4674164 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -4674240.000000 Penalty: 5246.125000
	Iteration 28Q: 3 clusters Score -4674240 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -4674333.500000 Penalty: 5246.125000
	Iteration 29Q: 3 clusters Score -4674334 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -4674383.500000 Penalty: 5246.125000
	Iteration 30Q: 3 clusters Score -4674384 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -4674448.000000 Penalty: 5246.125000
	Iteration 31Q: 3 clusters Score -4674448 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4674504.000000 Penalty: 5246.125000
	Iteration 32Q: 3 clusters Score -4674504 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -4674550.000000 Penalty: 5246.125000
	Iteration 33Q: 3 clusters Score -4674550 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4674609.000000 Penalty: 5246.125000
	Iteration 34Q: 3 clusters Score -4674609 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4674660.500000 Penalty: 5246.125000
	Iteration 35Q: 3 clusters Score -4674660 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4674699.500000 Penalty: 5246.125000
	Iteration 36Q: 3 clusters Score -4674700 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4674717.500000 Penalty: 5246.125000
	Iteration 37Q: 3 clusters Score -4674718 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4674747.000000 Penalty: 5246.125000
	Iteration 38Q: 3 clusters Score -4674747 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4674760.000000 Penalty: 5246.125000
	Iteration 39Q: 3 clusters Score -4674760 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4674778.500000 Penalty: 5246.125000
	Iteration 40F: 3 clusters Score -4674778 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4674815.000000 Penalty: 5246.125000
	Iteration 41Q: 3 clusters Score -4674815 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4674830.000000 Penalty: 5246.125000
	Iteration 42Q: 3 clusters Score -4674830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4674868.500000 Penalty: 5246.125000
	Iteration 43Q: 3 clusters Score -4674868 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4674885.500000 Penalty: 5246.125000
	Iteration 44Q: 3 clusters Score -4674886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4674907.500000 Penalty: 5246.125000
	Iteration 45Q: 3 clusters Score -4674908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4674913.500000 Penalty: 5246.125000
	Iteration 46Q: 3 clusters Score -4674914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4674938.000000 Penalty: 5246.125000
	Iteration 47Q: 3 clusters Score -4674938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4674945.000000 Penalty: 5246.125000
	Iteration 48Q: 3 clusters Score -4674945 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4674961.000000 Penalty: 5246.125000
	Iteration 49Q: 3 clusters Score -4674961 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4674984.500000 Penalty: 5246.125000
	Iteration 50Q: 3 clusters Score -4674984 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4674990.000000 Penalty: 5246.125000
	Iteration 51Q: 3 clusters Score -4674990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4675019.000000 Penalty: 5246.125000
	Iteration 52Q: 3 clusters Score -4675019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4675029.500000 Penalty: 5246.125000
	Iteration 53Q: 3 clusters Score -4675030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4675048.500000 Penalty: 5246.125000
	Iteration 54Q: 3 clusters Score -4675048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4675051.500000 Penalty: 5246.125000
	Iteration 55Q: 3 clusters Score -4675052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4675066.000000 Penalty: 5246.125000
	Iteration 56Q: 3 clusters Score -4675066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4675072.500000 Penalty: 5246.125000
	Iteration 57Q: 3 clusters Score -4675072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4675089.500000 Penalty: 5246.125000
	Iteration 58Q: 3 clusters Score -4675090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4675081.500000 Penalty: 5246.125000
	Iteration 59Q: 3 clusters Score -4675082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4675088.000000 Penalty: 5246.125000
	Iteration 60F: 3 clusters Score -4675088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4675096.500000 Penalty: 5246.125000
	Iteration 61Q: 3 clusters Score -4675096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4675106.500000 Penalty: 5246.125000
	Iteration 62Q: 3 clusters Score -4675106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4675117.000000 Penalty: 5246.125000
	Iteration 63Q: 3 clusters Score -4675117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4675115.000000 Penalty: 5246.125000
	Iteration 64Q: 3 clusters Score -4675115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4675117.500000 Penalty: 5246.125000
	Iteration 65Q: 3 clusters Score -4675118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4675116.500000 Penalty: 5246.125000
	Iteration 66Q: 3 clusters Score -4675116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4675119.500000 Penalty: 5246.125000
	Iteration 67Q: 3 clusters Score -4675120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4675129.500000 Penalty: 5246.125000
	Iteration 68Q: 3 clusters Score -4675130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4675127.000000 Penalty: 5246.125000
	Iteration 69Q: 3 clusters Score -4675127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4675128.500000 Penalty: 5246.125000
	Iteration 70Q: 3 clusters Score -4675128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4675131.000000 Penalty: 5246.125000
	Iteration 71Q: 3 clusters Score -4675131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4675129.000000 Penalty: 5246.125000
	Iteration 72Q: 3 clusters Score -4675129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4675133.500000 Penalty: 5246.125000
	Iteration 73Q: 3 clusters Score -4675134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4675131.500000 Penalty: 5246.125000
	Iteration 74Q: 3 clusters Score -4675132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4675137.000000 Penalty: 5246.125000
	Iteration 75Q: 3 clusters Score -4675137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4675146.000000 Penalty: 5246.125000
	Iteration 76Q: 3 clusters Score -4675146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4675146.000000 Penalty: 5246.125000
	Iteration 77Q: 3 clusters Score -4675146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4675146.500000 Penalty: 5246.125000
	Iteration 78Q: 3 clusters Score -4675146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4675144.000000 Penalty: 5246.125000
	Iteration 79Q: 3 clusters Score -4675144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4675144.000000 Penalty: 5246.125000
	Iteration 80F: 3 clusters Score -4675144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4675143.500000 Penalty: 5246.125000
	Iteration 81Q: 3 clusters Score -4675144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4675151.000000 Penalty: 5246.125000
	Iteration 82Q: 3 clusters Score -4675151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4675147.000000 Penalty: 5246.125000
	Iteration 83Q: 3 clusters Score -4675147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4675145.000000 Penalty: 5246.125000
	Iteration 84Q: 3 clusters Score -4675145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4675150.000000 Penalty: 5246.125000
	Iteration 85Q: 3 clusters Score -4675150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4675152.500000 Penalty: 5246.125000
	Iteration 86Q: 3 clusters Score -4675152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4675154.000000 Penalty: 5246.125000
	Iteration 87Q: 3 clusters Score -4675154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4675155.000000 Penalty: 5246.125000
	Iteration 88Q: 3 clusters Score -4675155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4675155.500000 Penalty: 5246.125000
	Iteration 89Q: 3 clusters Score -4675156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4675156.000000 Penalty: 5246.125000
	Iteration 90Q: 3 clusters Score -4675156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4675162.000000 Penalty: 5246.125000
	Iteration 91Q: 3 clusters Score -4675162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4675158.500000 Penalty: 5246.125000
	Iteration 92Q: 3 clusters Score -4675158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4675158.500000 Penalty: 5246.125000
	Iteration 93F: 3 clusters Score -4675158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Entering Unmasked Estep 
Score: -555479.875000 Penalty: 2116.249268
	Iteration 0F: 2 clusters Score -555479.9 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 2552 members 
Entering Unmasked Estep 
Score: -550975.812500 Penalty: 4232.498535
	Iteration 0F: 3 clusters Score -550975.8 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -552280.687500 Penalty: 4232.498535
	Iteration 1F: 3 clusters Score -552280.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -552711.750000 Penalty: 4232.498535
	Iteration 2F: 3 clusters Score -552711.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -553101.875000 Penalty: 4232.498535
	Iteration 3F: 3 clusters Score -553101.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -553460.687500 Penalty: 4232.498535
	Iteration 4F: 3 clusters Score -553460.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -553761.812500 Penalty: 4232.498535
	Iteration 5F: 3 clusters Score -553761.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -553995.812500 Penalty: 4232.498535
	Iteration 6F: 3 clusters Score -553995.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -554173.750000 Penalty: 4232.498535
	Iteration 7Q: 3 clusters Score -554173.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -554304.187500 Penalty: 4232.498535
	Iteration 8Q: 3 clusters Score -554304.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -554370.875000 Penalty: 4232.498535
	Iteration 9Q: 3 clusters Score -554370.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -554420.187500 Penalty: 4232.498535
	Iteration 10Q: 3 clusters Score -554420.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -554462.250000 Penalty: 4232.498535
	Iteration 11Q: 3 clusters Score -554462.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -554492.687500 Penalty: 4232.498535
	Iteration 12Q: 3 clusters Score -554492.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -554504.125000 Penalty: 4232.498535
	Iteration 13Q: 3 clusters Score -554504.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -554512.812500 Penalty: 4232.498535
	Iteration 14Q: 3 clusters Score -554512.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -554519.437500 Penalty: 4232.498535
	Iteration 15Q: 3 clusters Score -554519.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -554524.250000 Penalty: 4232.498535
	Iteration 16Q: 3 clusters Score -554524.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -554529.750000 Penalty: 4232.498535
	Iteration 17Q: 3 clusters Score -554529.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -554533.875000 Penalty: 4232.498535
	Iteration 18Q: 3 clusters Score -554533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -554536.062500 Penalty: 4232.498535
	Iteration 19Q: 3 clusters Score -554536.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -554539.812500 Penalty: 4232.498535
	Iteration 20F: 3 clusters Score -554539.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -554542.062500 Penalty: 4232.498535
	Iteration 21Q: 3 clusters Score -554542.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -554545.125000 Penalty: 4232.498535
	Iteration 22Q: 3 clusters Score -554545.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -554547.187500 Penalty: 4232.498535
	Iteration 23Q: 3 clusters Score -554547.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -554551.250000 Penalty: 4232.498535
	Iteration 24Q: 3 clusters Score -554551.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -554554.750000 Penalty: 4232.498535
	Iteration 25Q: 3 clusters Score -554554.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -554555.937500 Penalty: 4232.498535
	Iteration 26Q: 3 clusters Score -554555.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -554558.437500 Penalty: 4232.498535
	Iteration 27Q: 3 clusters Score -554558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -554559.875000 Penalty: 4232.498535
	Iteration 28Q: 3 clusters Score -554559.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -554562.062500 Penalty: 4232.498535
	Iteration 29Q: 3 clusters Score -554562.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -554564.250000 Penalty: 4232.498535
	Iteration 30Q: 3 clusters Score -554564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -554565.062500 Penalty: 4232.498535
	Iteration 31Q: 3 clusters Score -554565.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -554564.937500 Penalty: 4232.498535
	Iteration 32Q: 3 clusters Score -554564.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -554566.437500 Penalty: 4232.498535
	Iteration 33Q: 3 clusters Score -554566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -554567.125000 Penalty: 4232.498535
	Iteration 34Q: 3 clusters Score -554567.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -554568.875000 Penalty: 4232.498535
	Iteration 35Q: 3 clusters Score -554568.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -554570.000000 Penalty: 4232.498535
	Iteration 36Q: 3 clusters Score -554570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -554570.812500 Penalty: 4232.498535
	Iteration 37Q: 3 clusters Score -554570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -554570.875000 Penalty: 4232.498535
	Iteration 38Q: 3 clusters Score -554570.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -554570.937500 Penalty: 4232.498535
	Iteration 39Q: 3 clusters Score -554570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -554571.062500 Penalty: 4232.498535
	Iteration 40F: 3 clusters Score -554571.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -418279.312500 Penalty: 2046.477295
	Iteration 0F: 2 clusters Score -418279.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -414523.500000 Penalty: 4092.954590
	Iteration 0F: 3 clusters Score -414523.5 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -415409.906250 Penalty: 4092.954590
	Iteration 1F: 3 clusters Score -415409.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -415628.437500 Penalty: 4092.954590
	Iteration 2F: 3 clusters Score -415628.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -415789.218750 Penalty: 4092.954590
	Iteration 3F: 3 clusters Score -415789.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -415914.125000 Penalty: 4092.954590
	Iteration 4Q: 3 clusters Score -415914.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -416017.218750 Penalty: 4092.954590
	Iteration 5Q: 3 clusters Score -416017.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -416098.343750 Penalty: 4092.954590
	Iteration 6Q: 3 clusters Score -416098.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -416164.937500 Penalty: 4092.954590
	Iteration 7Q: 3 clusters Score -416164.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -416249.031250 Penalty: 4092.954590
	Iteration 8Q: 3 clusters Score -416249 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -416338.000000 Penalty: 4092.954590
	Iteration 9Q: 3 clusters Score -416338 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -416435.468750 Penalty: 4092.954590
	Iteration 10Q: 3 clusters Score -416435.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -416527.437500 Penalty: 4092.954590
	Iteration 11Q: 3 clusters Score -416527.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -416632.250000 Penalty: 4092.954590
	Iteration 12Q: 3 clusters Score -416632.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -416737.250000 Penalty: 4092.954590
	Iteration 13Q: 3 clusters Score -416737.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -416827.718750 Penalty: 4092.954590
	Iteration 14Q: 3 clusters Score -416827.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -416903.718750 Penalty: 4092.954590
	Iteration 15Q: 3 clusters Score -416903.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -416963.312500 Penalty: 4092.954590
	Iteration 16Q: 3 clusters Score -416963.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -417022.781250 Penalty: 4092.954590
	Iteration 17Q: 3 clusters Score -417022.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -417089.437500 Penalty: 4092.954590
	Iteration 18Q: 3 clusters Score -417089.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -417125.625000 Penalty: 4092.954590
	Iteration 19Q: 3 clusters Score -417125.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -417148.843750 Penalty: 4092.954590
	Iteration 20F: 3 clusters Score -417148.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -417167.062500 Penalty: 4092.954590
	Iteration 21Q: 3 clusters Score -417167.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -417174.500000 Penalty: 4092.954590
	Iteration 22Q: 3 clusters Score -417174.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -417176.000000 Penalty: 4092.954590
	Iteration 23Q: 3 clusters Score -417176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -417178.031250 Penalty: 4092.954590
	Iteration 24Q: 3 clusters Score -417178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -417179.875000 Penalty: 4092.954590
	Iteration 25Q: 3 clusters Score -417179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -417181.531250 Penalty: 4092.954590
	Iteration 26Q: 3 clusters Score -417181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -417182.468750 Penalty: 4092.954590
	Iteration 27Q: 3 clusters Score -417182.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -417181.906250 Penalty: 4092.954590
	Iteration 28Q: 3 clusters Score -417181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -417182.406250 Penalty: 4092.954590
	Iteration 29Q: 3 clusters Score -417182.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -417182.406250 Penalty: 4092.954590
	Iteration 30F: 3 clusters Score -417182.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Entering Unmasked Estep 
Score: -735925.437500 Penalty: 2161.090576
	Iteration 0F: 2 clusters Score -735925.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -730732.750000 Penalty: 4322.181152
	Iteration 0F: 3 clusters Score -730732.8 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -732017.812500 Penalty: 4322.181152
	Iteration 1F: 3 clusters Score -732017.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -732212.937500 Penalty: 4322.181152
	Iteration 2F: 3 clusters Score -732212.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -732328.750000 Penalty: 4322.181152
	Iteration 3Q: 3 clusters Score -732328.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -732407.125000 Penalty: 4322.181152
	Iteration 4Q: 3 clusters Score -732407.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -732457.687500 Penalty: 4322.181152
	Iteration 5Q: 3 clusters Score -732457.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -732491.562500 Penalty: 4322.181152
	Iteration 6Q: 3 clusters Score -732491.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -732517.687500 Penalty: 4322.181152
	Iteration 7Q: 3 clusters Score -732517.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -732540.750000 Penalty: 4322.181152
	Iteration 8Q: 3 clusters Score -732540.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -732557.812500 Penalty: 4322.181152
	Iteration 9Q: 3 clusters Score -732557.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -732574.437500 Penalty: 4322.181152
	Iteration 10Q: 3 clusters Score -732574.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -732585.250000 Penalty: 4322.181152
	Iteration 11Q: 3 clusters Score -732585.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -732596.625000 Penalty: 4322.181152
	Iteration 12Q: 3 clusters Score -732596.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -732605.250000 Penalty: 4322.181152
	Iteration 13Q: 3 clusters Score -732605.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -732612.937500 Penalty: 4322.181152
	Iteration 14Q: 3 clusters Score -732612.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -732619.625000 Penalty: 4322.181152
	Iteration 15Q: 3 clusters Score -732619.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -732626.500000 Penalty: 4322.181152
	Iteration 16Q: 3 clusters Score -732626.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -732633.437500 Penalty: 4322.181152
	Iteration 17Q: 3 clusters Score -732633.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -732638.312500 Penalty: 4322.181152
	Iteration 18Q: 3 clusters Score -732638.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -732643.812500 Penalty: 4322.181152
	Iteration 19Q: 3 clusters Score -732643.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -732647.250000 Penalty: 4322.181152
	Iteration 20F: 3 clusters Score -732647.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -732651.562500 Penalty: 4322.181152
	Iteration 21Q: 3 clusters Score -732651.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -732657.125000 Penalty: 4322.181152
	Iteration 22Q: 3 clusters Score -732657.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -732660.437500 Penalty: 4322.181152
	Iteration 23Q: 3 clusters Score -732660.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -732664.125000 Penalty: 4322.181152
	Iteration 24Q: 3 clusters Score -732664.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -732666.187500 Penalty: 4322.181152
	Iteration 25Q: 3 clusters Score -732666.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -732668.312500 Penalty: 4322.181152
	Iteration 26Q: 3 clusters Score -732668.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -732669.562500 Penalty: 4322.181152
	Iteration 27Q: 3 clusters Score -732669.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -732670.500000 Penalty: 4322.181152
	Iteration 28Q: 3 clusters Score -732670.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -732672.187500 Penalty: 4322.181152
	Iteration 29Q: 3 clusters Score -732672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -732672.250000 Penalty: 4322.181152
	Iteration 30Q: 3 clusters Score -732672.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -732674.250000 Penalty: 4322.181152
	Iteration 31Q: 3 clusters Score -732674.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -732677.437500 Penalty: 4322.181152
	Iteration 32Q: 3 clusters Score -732677.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -732679.312500 Penalty: 4322.181152
	Iteration 33Q: 3 clusters Score -732679.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -732682.625000 Penalty: 4322.181152
	Iteration 34Q: 3 clusters Score -732682.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -732685.437500 Penalty: 4322.181152
	Iteration 35Q: 3 clusters Score -732685.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -732691.562500 Penalty: 4322.181152
	Iteration 36Q: 3 clusters Score -732691.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -732694.125000 Penalty: 4322.181152
	Iteration 37Q: 3 clusters Score -732694.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -732695.875000 Penalty: 4322.181152
	Iteration 38Q: 3 clusters Score -732695.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -732698.125000 Penalty: 4322.181152
	Iteration 39Q: 3 clusters Score -732698.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -732700.125000 Penalty: 4322.181152
	Iteration 40F: 3 clusters Score -732700.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -732701.437500 Penalty: 4322.181152
	Iteration 41Q: 3 clusters Score -732701.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -732703.562500 Penalty: 4322.181152
	Iteration 42Q: 3 clusters Score -732703.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -732706.000000 Penalty: 4322.181152
	Iteration 43Q: 3 clusters Score -732706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -732704.937500 Penalty: 4322.181152
	Iteration 44Q: 3 clusters Score -732704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -732706.812500 Penalty: 4322.181152
	Iteration 45Q: 3 clusters Score -732706.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -732707.750000 Penalty: 4322.181152
	Iteration 46Q: 3 clusters Score -732707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -732708.625000 Penalty: 4322.181152
	Iteration 47Q: 3 clusters Score -732708.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -732711.187500 Penalty: 4322.181152
	Iteration 48Q: 3 clusters Score -732711.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -732712.875000 Penalty: 4322.181152
	Iteration 49Q: 3 clusters Score -732712.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -732713.125000 Penalty: 4322.181152
	Iteration 50Q: 3 clusters Score -732713.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -732717.062500 Penalty: 4322.181152
	Iteration 51Q: 3 clusters Score -732717.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -732721.187500 Penalty: 4322.181152
	Iteration 52Q: 3 clusters Score -732721.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -732724.437500 Penalty: 4322.181152
	Iteration 53Q: 3 clusters Score -732724.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -732726.562500 Penalty: 4322.181152
	Iteration 54Q: 3 clusters Score -732726.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -732727.312500 Penalty: 4322.181152
	Iteration 55Q: 3 clusters Score -732727.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -732728.437500 Penalty: 4322.181152
	Iteration 56Q: 3 clusters Score -732728.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -732730.687500 Penalty: 4322.181152
	Iteration 57Q: 3 clusters Score -732730.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -732731.875000 Penalty: 4322.181152
	Iteration 58Q: 3 clusters Score -732731.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -732732.437500 Penalty: 4322.181152
	Iteration 59Q: 3 clusters Score -732732.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -732733.562500 Penalty: 4322.181152
	Iteration 60F: 3 clusters Score -732733.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -732737.187500 Penalty: 4322.181152
	Iteration 61Q: 3 clusters Score -732737.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -732741.000000 Penalty: 4322.181152
	Iteration 62Q: 3 clusters Score -732741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -732743.812500 Penalty: 4322.181152
	Iteration 63Q: 3 clusters Score -732743.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -732746.312500 Penalty: 4322.181152
	Iteration 64Q: 3 clusters Score -732746.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -732749.750000 Penalty: 4322.181152
	Iteration 65Q: 3 clusters Score -732749.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -732752.000000 Penalty: 4322.181152
	Iteration 66Q: 3 clusters Score -732752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -732753.250000 Penalty: 4322.181152
	Iteration 67Q: 3 clusters Score -732753.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -732755.500000 Penalty: 4322.181152
	Iteration 68Q: 3 clusters Score -732755.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -732756.375000 Penalty: 4322.181152
	Iteration 69Q: 3 clusters Score -732756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -732757.500000 Penalty: 4322.181152
	Iteration 70Q: 3 clusters Score -732757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -732756.000000 Penalty: 4322.181152
	Iteration 71Q: 3 clusters Score -732756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -732758.375000 Penalty: 4322.181152
	Iteration 72Q: 3 clusters Score -732758.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -732759.875000 Penalty: 4322.181152
	Iteration 73Q: 3 clusters Score -732759.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -732761.250000 Penalty: 4322.181152
	Iteration 74Q: 3 clusters Score -732761.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -732763.500000 Penalty: 4322.181152
	Iteration 75Q: 3 clusters Score -732763.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -732763.500000 Penalty: 4322.181152
	Iteration 76Q: 3 clusters Score -732763.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -732766.000000 Penalty: 4322.181152
	Iteration 77Q: 3 clusters Score -732766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -732765.875000 Penalty: 4322.181152
	Iteration 78Q: 3 clusters Score -732765.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -732768.125000 Penalty: 4322.181152
	Iteration 79Q: 3 clusters Score -732768.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -732770.687500 Penalty: 4322.181152
	Iteration 80F: 3 clusters Score -732770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -732771.125000 Penalty: 4322.181152
	Iteration 81Q: 3 clusters Score -732771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -732770.937500 Penalty: 4322.181152
	Iteration 82Q: 3 clusters Score -732770.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -732769.875000 Penalty: 4322.181152
	Iteration 83Q: 3 clusters Score -732769.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -732773.500000 Penalty: 4322.181152
	Iteration 84Q: 3 clusters Score -732773.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -732773.562500 Penalty: 4322.181152
	Iteration 85Q: 3 clusters Score -732773.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -732778.687500 Penalty: 4322.181152
	Iteration 86Q: 3 clusters Score -732778.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -732782.125000 Penalty: 4322.181152
	Iteration 87Q: 3 clusters Score -732782.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -732787.625000 Penalty: 4322.181152
	Iteration 88Q: 3 clusters Score -732787.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -732792.812500 Penalty: 4322.181152
	Iteration 89Q: 3 clusters Score -732792.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -732798.875000 Penalty: 4322.181152
	Iteration 90Q: 3 clusters Score -732798.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -732802.687500 Penalty: 4322.181152
	Iteration 91Q: 3 clusters Score -732802.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -732810.437500 Penalty: 4322.181152
	Iteration 92Q: 3 clusters Score -732810.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -732823.937500 Penalty: 4322.181152
	Iteration 93Q: 3 clusters Score -732823.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -732836.625000 Penalty: 4322.181152
	Iteration 94Q: 3 clusters Score -732836.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -732853.000000 Penalty: 4322.181152
	Iteration 95Q: 3 clusters Score -732853 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -732869.875000 Penalty: 4322.181152
	Iteration 96Q: 3 clusters Score -732869.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -732888.812500 Penalty: 4322.181152
	Iteration 97Q: 3 clusters Score -732888.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -732910.812500 Penalty: 4322.181152
	Iteration 98Q: 3 clusters Score -732910.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -732940.250000 Penalty: 4322.181152
	Iteration 99Q: 3 clusters Score -732940.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -732972.187500 Penalty: 4322.181152
	Iteration 100F: 3 clusters Score -732972.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -733012.562500 Penalty: 4322.181152
	Iteration 101Q: 3 clusters Score -733012.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -733059.437500 Penalty: 4322.181152
	Iteration 102Q: 3 clusters Score -733059.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -733118.000000 Penalty: 4322.181152
	Iteration 103Q: 3 clusters Score -733118 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -733198.062500 Penalty: 4322.181152
	Iteration 104Q: 3 clusters Score -733198.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -733297.000000 Penalty: 4322.181152
	Iteration 105Q: 3 clusters Score -733297 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -733400.125000 Penalty: 4322.181152
	Iteration 106Q: 3 clusters Score -733400.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -733509.062500 Penalty: 4322.181152
	Iteration 107Q: 3 clusters Score -733509.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -733612.375000 Penalty: 4322.181152
	Iteration 108Q: 3 clusters Score -733612.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -733708.750000 Penalty: 4322.181152
	Iteration 109Q: 3 clusters Score -733708.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -733792.687500 Penalty: 4322.181152
	Iteration 110Q: 3 clusters Score -733792.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -733863.000000 Penalty: 4322.181152
	Iteration 111Q: 3 clusters Score -733863 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -733920.500000 Penalty: 4322.181152
	Iteration 112Q: 3 clusters Score -733920.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -733967.812500 Penalty: 4322.181152
	Iteration 113Q: 3 clusters Score -733967.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -734005.312500 Penalty: 4322.181152
	Iteration 114Q: 3 clusters Score -734005.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -734026.062500 Penalty: 4322.181152
	Iteration 115Q: 3 clusters Score -734026.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -734044.500000 Penalty: 4322.181152
	Iteration 116Q: 3 clusters Score -734044.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -734062.937500 Penalty: 4322.181152
	Iteration 117Q: 3 clusters Score -734062.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -734075.062500 Penalty: 4322.181152
	Iteration 118Q: 3 clusters Score -734075.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -734086.250000 Penalty: 4322.181152
	Iteration 119Q: 3 clusters Score -734086.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -734097.812500 Penalty: 4322.181152
	Iteration 120F: 3 clusters Score -734097.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -734102.250000 Penalty: 4322.181152
	Iteration 121Q: 3 clusters Score -734102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -734109.562500 Penalty: 4322.181152
	Iteration 122Q: 3 clusters Score -734109.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -734118.000000 Penalty: 4322.181152
	Iteration 123Q: 3 clusters Score -734118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -734123.312500 Penalty: 4322.181152
	Iteration 124Q: 3 clusters Score -734123.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -734127.875000 Penalty: 4322.181152
	Iteration 125Q: 3 clusters Score -734127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -734134.750000 Penalty: 4322.181152
	Iteration 126Q: 3 clusters Score -734134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -734136.687500 Penalty: 4322.181152
	Iteration 127Q: 3 clusters Score -734136.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -734143.375000 Penalty: 4322.181152
	Iteration 128Q: 3 clusters Score -734143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -734144.625000 Penalty: 4322.181152
	Iteration 129Q: 3 clusters Score -734144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -734144.625000 Penalty: 4322.181152
	Iteration 130F: 3 clusters Score -734144.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (175279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175279 members 
Entering Unmasked Estep 
Score: -20956370.000000 Penalty: 2994.385254
	Iteration 0F: 2 clusters Score -2.095637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87559 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -20845660.000000 Penalty: 5988.770508
	Iteration 0F: 3 clusters Score -2.084566e+07 nChanged 83798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -20893940.000000 Penalty: 5988.770508
	Iteration 1F: 3 clusters Score -2.089394e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85120 members 
Mstep: Class 2 contains 90159 members 
Entering Unmasked Estep 
Score: -20894634.000000 Penalty: 5988.770508
	Iteration 2Q: 3 clusters Score -2.089463e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -20895530.000000 Penalty: 5988.770508
	Iteration 3Q: 3 clusters Score -2.089553e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 94372 members 
Entering Unmasked Estep 
Score: -20896302.000000 Penalty: 5988.770508
	Iteration 4Q: 3 clusters Score -2.08963e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76993 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -20897584.000000 Penalty: 5988.770508
	Iteration 5Q: 3 clusters Score -2.089758e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 104293 members 
Entering Unmasked Estep 
Score: -20900102.000000 Penalty: 5988.770508
	Iteration 6Q: 3 clusters Score -2.09001e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 113224 members 
Entering Unmasked Estep 
Score: -20904888.000000 Penalty: 5988.770508
	Iteration 7F: 3 clusters Score -2.090489e+07 nChanged 12936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 125868 members 
Entering Unmasked Estep 
Score: -20913972.000000 Penalty: 5988.770508
	Iteration 8F: 3 clusters Score -2.091397e+07 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 141306 members 
Entering Unmasked Estep 
Score: -20927764.000000 Penalty: 5988.770508
	Iteration 9F: 3 clusters Score -2.092776e+07 nChanged 15059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 156263 members 
Entering Unmasked Estep 
Score: -20941192.000000 Penalty: 5988.770508
	Iteration 10F: 3 clusters Score -2.094119e+07 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 166957 members 
Entering Unmasked Estep 
Score: -20949314.000000 Penalty: 5988.770508
	Iteration 11F: 3 clusters Score -2.094931e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 172095 members 
Entering Unmasked Estep 
Score: -20952562.000000 Penalty: 5988.770508
	Iteration 12Q: 3 clusters Score -2.095256e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 173962 members 
Entering Unmasked Estep 
Score: -20953438.000000 Penalty: 5988.770508
	Iteration 13Q: 3 clusters Score -2.095344e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 174552 members 
Entering Unmasked Estep 
Score: -20953774.000000 Penalty: 5988.770508
	Iteration 14Q: 3 clusters Score -2.095377e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 174737 members 
Entering Unmasked Estep 
Score: -20953920.000000 Penalty: 5988.770508
	Iteration 15Q: 3 clusters Score -2.095392e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 174828 members 
Entering Unmasked Estep 
Score: -20954028.000000 Penalty: 5988.770508
	Iteration 16Q: 3 clusters Score -2.095403e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 174855 members 
Entering Unmasked Estep 
Score: -20954066.000000 Penalty: 5988.770508
	Iteration 17Q: 3 clusters Score -2.095407e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 174875 members 
Entering Unmasked Estep 
Score: -20954116.000000 Penalty: 5988.770508
	Iteration 18Q: 3 clusters Score -2.095412e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 174891 members 
Entering Unmasked Estep 
Score: -20954140.000000 Penalty: 5988.770508
	Iteration 19Q: 3 clusters Score -2.095414e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 174900 members 
Entering Unmasked Estep 
Score: -20954158.000000 Penalty: 5988.770508
	Iteration 20F: 3 clusters Score -2.095416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 174902 members 
Entering Unmasked Estep 
Score: -20954174.000000 Penalty: 5988.770508
	Iteration 21Q: 3 clusters Score -2.095417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 174903 members 
Entering Unmasked Estep 
Score: -20954178.000000 Penalty: 5988.770508
	Iteration 22Q: 3 clusters Score -2.095418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 174902 members 
Entering Unmasked Estep 
Score: -20954192.000000 Penalty: 5988.770508
	Iteration 23Q: 3 clusters Score -2.095419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 174903 members 
Entering Unmasked Estep 
Score: -20954192.000000 Penalty: 5988.770508
	Iteration 24Q: 3 clusters Score -2.095419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 174901 members 
Entering Unmasked Estep 
Score: -20954198.000000 Penalty: 5988.770508
	Iteration 25Q: 3 clusters Score -2.09542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 174904 members 
Entering Unmasked Estep 
Score: -20954226.000000 Penalty: 5988.770508
	Iteration 26Q: 3 clusters Score -2.095423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 174906 members 
Entering Unmasked Estep 
Score: -20954212.000000 Penalty: 5988.770508
	Iteration 27Q: 3 clusters Score -2.095421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 174909 members 
Entering Unmasked Estep 
Score: -20954224.000000 Penalty: 5988.770508
	Iteration 28Q: 3 clusters Score -2.095422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 174911 members 
Entering Unmasked Estep 
Score: -20954222.000000 Penalty: 5988.770508
	Iteration 29Q: 3 clusters Score -2.095422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 174912 members 
Entering Unmasked Estep 
Score: -20954226.000000 Penalty: 5988.770508
	Iteration 30Q: 3 clusters Score -2.095423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 174912 members 
Entering Unmasked Estep 
Score: -20954218.000000 Penalty: 5988.770508
	Iteration 31Q: 3 clusters Score -2.095422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 174912 members 
Entering Unmasked Estep 
Score: -20954218.000000 Penalty: 5988.770508
	Iteration 32F: 3 clusters Score -2.095422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Entering Unmasked Estep 
Score: -799541.125000 Penalty: 2188.920898
	Iteration 0F: 2 clusters Score -799541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -793875.250000 Penalty: 4377.841797
	Iteration 0F: 3 clusters Score -793875.2 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -795326.187500 Penalty: 4377.841797
	Iteration 1F: 3 clusters Score -795326.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -795604.812500 Penalty: 4377.841797
	Iteration 2F: 3 clusters Score -795604.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -795807.375000 Penalty: 4377.841797
	Iteration 3F: 3 clusters Score -795807.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -795937.500000 Penalty: 4377.841797
	Iteration 4Q: 3 clusters Score -795937.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -796053.312500 Penalty: 4377.841797
	Iteration 5Q: 3 clusters Score -796053.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -796159.187500 Penalty: 4377.841797
	Iteration 6Q: 3 clusters Score -796159.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -796270.875000 Penalty: 4377.841797
	Iteration 7Q: 3 clusters Score -796270.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -796377.437500 Penalty: 4377.841797
	Iteration 8Q: 3 clusters Score -796377.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -796500.375000 Penalty: 4377.841797
	Iteration 9Q: 3 clusters Score -796500.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -796615.562500 Penalty: 4377.841797
	Iteration 10Q: 3 clusters Score -796615.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -796726.187500 Penalty: 4377.841797
	Iteration 11Q: 3 clusters Score -796726.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -796831.562500 Penalty: 4377.841797
	Iteration 12Q: 3 clusters Score -796831.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -796907.750000 Penalty: 4377.841797
	Iteration 13Q: 3 clusters Score -796907.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -796978.812500 Penalty: 4377.841797
	Iteration 14Q: 3 clusters Score -796978.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -797045.812500 Penalty: 4377.841797
	Iteration 15Q: 3 clusters Score -797045.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -797098.062500 Penalty: 4377.841797
	Iteration 16Q: 3 clusters Score -797098.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -797146.500000 Penalty: 4377.841797
	Iteration 17Q: 3 clusters Score -797146.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -797191.937500 Penalty: 4377.841797
	Iteration 18Q: 3 clusters Score -797191.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -797239.812500 Penalty: 4377.841797
	Iteration 19Q: 3 clusters Score -797239.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -797274.312500 Penalty: 4377.841797
	Iteration 20F: 3 clusters Score -797274.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -797305.937500 Penalty: 4377.841797
	Iteration 21Q: 3 clusters Score -797305.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -797331.562500 Penalty: 4377.841797
	Iteration 22Q: 3 clusters Score -797331.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -797358.250000 Penalty: 4377.841797
	Iteration 23Q: 3 clusters Score -797358.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -797378.187500 Penalty: 4377.841797
	Iteration 24Q: 3 clusters Score -797378.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -797397.812500 Penalty: 4377.841797
	Iteration 25Q: 3 clusters Score -797397.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -797420.687500 Penalty: 4377.841797
	Iteration 26Q: 3 clusters Score -797420.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -797438.562500 Penalty: 4377.841797
	Iteration 27Q: 3 clusters Score -797438.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -797455.937500 Penalty: 4377.841797
	Iteration 28Q: 3 clusters Score -797455.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -797481.437500 Penalty: 4377.841797
	Iteration 29Q: 3 clusters Score -797481.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -797501.125000 Penalty: 4377.841797
	Iteration 30Q: 3 clusters Score -797501.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -797523.437500 Penalty: 4377.841797
	Iteration 31Q: 3 clusters Score -797523.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -797545.875000 Penalty: 4377.841797
	Iteration 32Q: 3 clusters Score -797545.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -797563.875000 Penalty: 4377.841797
	Iteration 33Q: 3 clusters Score -797563.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -797578.875000 Penalty: 4377.841797
	Iteration 34Q: 3 clusters Score -797578.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -797591.937500 Penalty: 4377.841797
	Iteration 35Q: 3 clusters Score -797591.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -797604.687500 Penalty: 4377.841797
	Iteration 36Q: 3 clusters Score -797604.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -797613.687500 Penalty: 4377.841797
	Iteration 37Q: 3 clusters Score -797613.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -797620.625000 Penalty: 4377.841797
	Iteration 38Q: 3 clusters Score -797620.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -797632.625000 Penalty: 4377.841797
	Iteration 39Q: 3 clusters Score -797632.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -797640.625000 Penalty: 4377.841797
	Iteration 40F: 3 clusters Score -797640.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -797644.937500 Penalty: 4377.841797
	Iteration 41Q: 3 clusters Score -797644.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -797651.125000 Penalty: 4377.841797
	Iteration 42Q: 3 clusters Score -797651.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -797658.062500 Penalty: 4377.841797
	Iteration 43Q: 3 clusters Score -797658.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -797664.250000 Penalty: 4377.841797
	Iteration 44Q: 3 clusters Score -797664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -797667.312500 Penalty: 4377.841797
	Iteration 45Q: 3 clusters Score -797667.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -797668.937500 Penalty: 4377.841797
	Iteration 46Q: 3 clusters Score -797668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -797671.937500 Penalty: 4377.841797
	Iteration 47Q: 3 clusters Score -797671.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -797672.437500 Penalty: 4377.841797
	Iteration 48Q: 3 clusters Score -797672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -797677.312500 Penalty: 4377.841797
	Iteration 49Q: 3 clusters Score -797677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -797676.000000 Penalty: 4377.841797
	Iteration 50Q: 3 clusters Score -797676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -797677.312500 Penalty: 4377.841797
	Iteration 51Q: 3 clusters Score -797677.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -797677.687500 Penalty: 4377.841797
	Iteration 52Q: 3 clusters Score -797677.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -797679.375000 Penalty: 4377.841797
	Iteration 53Q: 3 clusters Score -797679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -797681.375000 Penalty: 4377.841797
	Iteration 54Q: 3 clusters Score -797681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -797683.250000 Penalty: 4377.841797
	Iteration 55Q: 3 clusters Score -797683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -797682.500000 Penalty: 4377.841797
	Iteration 56Q: 3 clusters Score -797682.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -797682.500000 Penalty: 4377.841797
	Iteration 57F: 3 clusters Score -797682.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Entering Unmasked Estep 
Score: -1147379.375000 Penalty: 2279.760742
	Iteration 0F: 2 clusters Score -1147379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1139894.375000 Penalty: 4559.521484
	Iteration 0F: 3 clusters Score -1139894 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1141942.875000 Penalty: 4559.521484
	Iteration 1F: 3 clusters Score -1141943 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1142226.625000 Penalty: 4559.521484
	Iteration 2F: 3 clusters Score -1142227 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1142433.750000 Penalty: 4559.521484
	Iteration 3Q: 3 clusters Score -1142434 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1142579.375000 Penalty: 4559.521484
	Iteration 4Q: 3 clusters Score -1142579 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1142688.750000 Penalty: 4559.521484
	Iteration 5Q: 3 clusters Score -1142689 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1142788.625000 Penalty: 4559.521484
	Iteration 6Q: 3 clusters Score -1142789 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1142909.250000 Penalty: 4559.521484
	Iteration 7Q: 3 clusters Score -1142909 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1143051.250000 Penalty: 4559.521484
	Iteration 8Q: 3 clusters Score -1143051 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1143228.875000 Penalty: 4559.521484
	Iteration 9Q: 3 clusters Score -1143229 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1143470.125000 Penalty: 4559.521484
	Iteration 10Q: 3 clusters Score -1143470 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1143795.875000 Penalty: 4559.521484
	Iteration 11Q: 3 clusters Score -1143796 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1144170.875000 Penalty: 4559.521484
	Iteration 12F: 3 clusters Score -1144171 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1144589.875000 Penalty: 4559.521484
	Iteration 13F: 3 clusters Score -1144590 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1144984.125000 Penalty: 4559.521484
	Iteration 14Q: 3 clusters Score -1144984 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1145345.500000 Penalty: 4559.521484
	Iteration 15Q: 3 clusters Score -1145346 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1145603.375000 Penalty: 4559.521484
	Iteration 16Q: 3 clusters Score -1145603 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1145754.375000 Penalty: 4559.521484
	Iteration 17Q: 3 clusters Score -1145754 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1145868.375000 Penalty: 4559.521484
	Iteration 18Q: 3 clusters Score -1145868 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1145945.375000 Penalty: 4559.521484
	Iteration 19Q: 3 clusters Score -1145945 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1145987.125000 Penalty: 4559.521484
	Iteration 20F: 3 clusters Score -1145987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1146015.750000 Penalty: 4559.521484
	Iteration 21Q: 3 clusters Score -1146016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1146034.250000 Penalty: 4559.521484
	Iteration 22Q: 3 clusters Score -1146034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1146048.625000 Penalty: 4559.521484
	Iteration 23Q: 3 clusters Score -1146049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1146057.000000 Penalty: 4559.521484
	Iteration 24Q: 3 clusters Score -1146057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1146071.875000 Penalty: 4559.521484
	Iteration 25Q: 3 clusters Score -1146072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1146076.375000 Penalty: 4559.521484
	Iteration 26Q: 3 clusters Score -1146076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1146082.250000 Penalty: 4559.521484
	Iteration 27Q: 3 clusters Score -1146082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1146093.375000 Penalty: 4559.521484
	Iteration 28Q: 3 clusters Score -1146093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1146103.125000 Penalty: 4559.521484
	Iteration 29Q: 3 clusters Score -1146103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1146106.750000 Penalty: 4559.521484
	Iteration 30Q: 3 clusters Score -1146107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1146113.125000 Penalty: 4559.521484
	Iteration 31Q: 3 clusters Score -1146113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1146119.500000 Penalty: 4559.521484
	Iteration 32Q: 3 clusters Score -1146120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1146124.000000 Penalty: 4559.521484
	Iteration 33Q: 3 clusters Score -1146124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1146126.875000 Penalty: 4559.521484
	Iteration 34Q: 3 clusters Score -1146127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1146130.125000 Penalty: 4559.521484
	Iteration 35Q: 3 clusters Score -1146130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1146128.875000 Penalty: 4559.521484
	Iteration 36Q: 3 clusters Score -1146129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1146128.875000 Penalty: 4559.521484
	Iteration 37F: 3 clusters Score -1146129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Entering Unmasked Estep 
Score: -547870.062500 Penalty: 2092.982910
	Iteration 0F: 2 clusters Score -547870.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -543532.312500 Penalty: 4185.965820
	Iteration 0F: 3 clusters Score -543532.3 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -544478.750000 Penalty: 4185.965820
	Iteration 1F: 3 clusters Score -544478.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -544702.062500 Penalty: 4185.965820
	Iteration 2F: 3 clusters Score -544702.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -544871.187500 Penalty: 4185.965820
	Iteration 3F: 3 clusters Score -544871.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -545009.687500 Penalty: 4185.965820
	Iteration 4Q: 3 clusters Score -545009.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -545146.937500 Penalty: 4185.965820
	Iteration 5Q: 3 clusters Score -545146.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -545273.500000 Penalty: 4185.965820
	Iteration 6Q: 3 clusters Score -545273.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -545371.750000 Penalty: 4185.965820
	Iteration 7Q: 3 clusters Score -545371.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -545441.937500 Penalty: 4185.965820
	Iteration 8Q: 3 clusters Score -545441.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -545496.250000 Penalty: 4185.965820
	Iteration 9Q: 3 clusters Score -545496.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -545546.125000 Penalty: 4185.965820
	Iteration 10Q: 3 clusters Score -545546.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -545592.937500 Penalty: 4185.965820
	Iteration 11Q: 3 clusters Score -545592.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -545635.437500 Penalty: 4185.965820
	Iteration 12Q: 3 clusters Score -545635.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -545667.750000 Penalty: 4185.965820
	Iteration 13Q: 3 clusters Score -545667.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -545699.500000 Penalty: 4185.965820
	Iteration 14Q: 3 clusters Score -545699.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -545733.000000 Penalty: 4185.965820
	Iteration 15Q: 3 clusters Score -545733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -545761.375000 Penalty: 4185.965820
	Iteration 16Q: 3 clusters Score -545761.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -545787.000000 Penalty: 4185.965820
	Iteration 17Q: 3 clusters Score -545787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -545815.062500 Penalty: 4185.965820
	Iteration 18Q: 3 clusters Score -545815.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -545840.375000 Penalty: 4185.965820
	Iteration 19Q: 3 clusters Score -545840.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -545866.500000 Penalty: 4185.965820
	Iteration 20F: 3 clusters Score -545866.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -545886.750000 Penalty: 4185.965820
	Iteration 21Q: 3 clusters Score -545886.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -545905.625000 Penalty: 4185.965820
	Iteration 22Q: 3 clusters Score -545905.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -545928.562500 Penalty: 4185.965820
	Iteration 23Q: 3 clusters Score -545928.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -545949.625000 Penalty: 4185.965820
	Iteration 24Q: 3 clusters Score -545949.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -545966.875000 Penalty: 4185.965820
	Iteration 25Q: 3 clusters Score -545966.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -545980.375000 Penalty: 4185.965820
	Iteration 26Q: 3 clusters Score -545980.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -545998.187500 Penalty: 4185.965820
	Iteration 27Q: 3 clusters Score -545998.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -546014.562500 Penalty: 4185.965820
	Iteration 28Q: 3 clusters Score -546014.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -546028.500000 Penalty: 4185.965820
	Iteration 29Q: 3 clusters Score -546028.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -546043.875000 Penalty: 4185.965820
	Iteration 30Q: 3 clusters Score -546043.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -546055.312500 Penalty: 4185.965820
	Iteration 31Q: 3 clusters Score -546055.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -546063.437500 Penalty: 4185.965820
	Iteration 32Q: 3 clusters Score -546063.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -546072.000000 Penalty: 4185.965820
	Iteration 33Q: 3 clusters Score -546072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -546081.875000 Penalty: 4185.965820
	Iteration 34Q: 3 clusters Score -546081.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -546091.875000 Penalty: 4185.965820
	Iteration 35Q: 3 clusters Score -546091.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -546102.812500 Penalty: 4185.965820
	Iteration 36Q: 3 clusters Score -546102.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -546120.250000 Penalty: 4185.965820
	Iteration 37Q: 3 clusters Score -546120.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -546132.062500 Penalty: 4185.965820
	Iteration 38Q: 3 clusters Score -546132.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -546139.562500 Penalty: 4185.965820
	Iteration 39Q: 3 clusters Score -546139.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -546149.812500 Penalty: 4185.965820
	Iteration 40F: 3 clusters Score -546149.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -546159.875000 Penalty: 4185.965820
	Iteration 41Q: 3 clusters Score -546159.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -546165.937500 Penalty: 4185.965820
	Iteration 42Q: 3 clusters Score -546165.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -546171.562500 Penalty: 4185.965820
	Iteration 43Q: 3 clusters Score -546171.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -546178.437500 Penalty: 4185.965820
	Iteration 44Q: 3 clusters Score -546178.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -546183.562500 Penalty: 4185.965820
	Iteration 45Q: 3 clusters Score -546183.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -546187.812500 Penalty: 4185.965820
	Iteration 46Q: 3 clusters Score -546187.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -546191.875000 Penalty: 4185.965820
	Iteration 47Q: 3 clusters Score -546191.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -546198.500000 Penalty: 4185.965820
	Iteration 48Q: 3 clusters Score -546198.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -546204.187500 Penalty: 4185.965820
	Iteration 49Q: 3 clusters Score -546204.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -546210.250000 Penalty: 4185.965820
	Iteration 50Q: 3 clusters Score -546210.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -546215.125000 Penalty: 4185.965820
	Iteration 51Q: 3 clusters Score -546215.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -546220.812500 Penalty: 4185.965820
	Iteration 52Q: 3 clusters Score -546220.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -546228.687500 Penalty: 4185.965820
	Iteration 53Q: 3 clusters Score -546228.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -546236.187500 Penalty: 4185.965820
	Iteration 54Q: 3 clusters Score -546236.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -546244.062500 Penalty: 4185.965820
	Iteration 55Q: 3 clusters Score -546244.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -546254.000000 Penalty: 4185.965820
	Iteration 56Q: 3 clusters Score -546254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -546264.062500 Penalty: 4185.965820
	Iteration 57Q: 3 clusters Score -546264.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -546270.125000 Penalty: 4185.965820
	Iteration 58Q: 3 clusters Score -546270.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -546278.812500 Penalty: 4185.965820
	Iteration 59Q: 3 clusters Score -546278.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -546285.562500 Penalty: 4185.965820
	Iteration 60F: 3 clusters Score -546285.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -546296.500000 Penalty: 4185.965820
	Iteration 61Q: 3 clusters Score -546296.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -546304.062500 Penalty: 4185.965820
	Iteration 62Q: 3 clusters Score -546304.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -546313.062500 Penalty: 4185.965820
	Iteration 63Q: 3 clusters Score -546313.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -546320.500000 Penalty: 4185.965820
	Iteration 64Q: 3 clusters Score -546320.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -546329.750000 Penalty: 4185.965820
	Iteration 65Q: 3 clusters Score -546329.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -546340.937500 Penalty: 4185.965820
	Iteration 66Q: 3 clusters Score -546340.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -546348.312500 Penalty: 4185.965820
	Iteration 67Q: 3 clusters Score -546348.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -546356.187500 Penalty: 4185.965820
	Iteration 68Q: 3 clusters Score -546356.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -546365.687500 Penalty: 4185.965820
	Iteration 69Q: 3 clusters Score -546365.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -546374.500000 Penalty: 4185.965820
	Iteration 70Q: 3 clusters Score -546374.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -546382.000000 Penalty: 4185.965820
	Iteration 71Q: 3 clusters Score -546382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -546386.250000 Penalty: 4185.965820
	Iteration 72Q: 3 clusters Score -546386.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -546391.687500 Penalty: 4185.965820
	Iteration 73Q: 3 clusters Score -546391.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -546398.312500 Penalty: 4185.965820
	Iteration 74Q: 3 clusters Score -546398.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -546400.500000 Penalty: 4185.965820
	Iteration 75Q: 3 clusters Score -546400.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -546403.562500 Penalty: 4185.965820
	Iteration 76Q: 3 clusters Score -546403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -546406.625000 Penalty: 4185.965820
	Iteration 77Q: 3 clusters Score -546406.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -546410.875000 Penalty: 4185.965820
	Iteration 78Q: 3 clusters Score -546410.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -546412.625000 Penalty: 4185.965820
	Iteration 79Q: 3 clusters Score -546412.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -546413.937500 Penalty: 4185.965820
	Iteration 80F: 3 clusters Score -546413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -546414.562500 Penalty: 4185.965820
	Iteration 81Q: 3 clusters Score -546414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -546416.125000 Penalty: 4185.965820
	Iteration 82Q: 3 clusters Score -546416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -546416.750000 Penalty: 4185.965820
	Iteration 83Q: 3 clusters Score -546416.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -546416.750000 Penalty: 4185.965820
	Iteration 84F: 3 clusters Score -546416.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (154821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154821 members 
Entering Unmasked Estep 
Score: -18419948.000000 Penalty: 2963.606201
	Iteration 0F: 2 clusters Score -1.841995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -18317482.000000 Penalty: 5927.212402
	Iteration 0F: 3 clusters Score -1.831748e+07 nChanged 73796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80751 members 
Mstep: Class 2 contains 74070 members 
Entering Unmasked Estep 
Score: -18361376.000000 Penalty: 5927.212402
	Iteration 1F: 3 clusters Score -1.836138e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82991 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -18363200.000000 Penalty: 5927.212402
	Iteration 2Q: 3 clusters Score -1.83632e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -18365628.000000 Penalty: 5927.212402
	Iteration 3Q: 3 clusters Score -1.836563e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -18369176.000000 Penalty: 5927.212402
	Iteration 4Q: 3 clusters Score -1.836918e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96876 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -18374280.000000 Penalty: 5927.212402
	Iteration 5F: 3 clusters Score -1.837428e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104406 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -18381646.000000 Penalty: 5927.212402
	Iteration 6F: 3 clusters Score -1.838165e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112235 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -18390384.000000 Penalty: 5927.212402
	Iteration 7F: 3 clusters Score -1.839038e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118623 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -18398412.000000 Penalty: 5927.212402
	Iteration 8F: 3 clusters Score -1.839841e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122857 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -18403644.000000 Penalty: 5927.212402
	Iteration 9Q: 3 clusters Score -1.840364e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125777 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -18406454.000000 Penalty: 5927.212402
	Iteration 10Q: 3 clusters Score -1.840645e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128090 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -18408018.000000 Penalty: 5927.212402
	Iteration 11Q: 3 clusters Score -1.840802e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130055 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -18409148.000000 Penalty: 5927.212402
	Iteration 12Q: 3 clusters Score -1.840915e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131866 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -18409916.000000 Penalty: 5927.212402
	Iteration 13Q: 3 clusters Score -1.840992e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133484 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -18410502.000000 Penalty: 5927.212402
	Iteration 14Q: 3 clusters Score -1.84105e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135037 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -18411100.000000 Penalty: 5927.212402
	Iteration 15Q: 3 clusters Score -1.84111e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136560 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -18411578.000000 Penalty: 5927.212402
	Iteration 16Q: 3 clusters Score -1.841158e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137996 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -18412096.000000 Penalty: 5927.212402
	Iteration 17Q: 3 clusters Score -1.84121e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139330 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -18412556.000000 Penalty: 5927.212402
	Iteration 18Q: 3 clusters Score -1.841256e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140697 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -18412960.000000 Penalty: 5927.212402
	Iteration 19Q: 3 clusters Score -1.841296e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142060 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -18413320.000000 Penalty: 5927.212402
	Iteration 20F: 3 clusters Score -1.841332e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143436 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -18413776.000000 Penalty: 5927.212402
	Iteration 21Q: 3 clusters Score -1.841378e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144779 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -18414188.000000 Penalty: 5927.212402
	Iteration 22Q: 3 clusters Score -1.841419e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146059 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -18414586.000000 Penalty: 5927.212402
	Iteration 23Q: 3 clusters Score -1.841459e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147220 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -18415100.000000 Penalty: 5927.212402
	Iteration 24Q: 3 clusters Score -1.84151e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148270 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -18415620.000000 Penalty: 5927.212402
	Iteration 25Q: 3 clusters Score -1.841562e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149166 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -18415858.000000 Penalty: 5927.212402
	Iteration 26Q: 3 clusters Score -1.841586e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149924 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -18416226.000000 Penalty: 5927.212402
	Iteration 27Q: 3 clusters Score -1.841623e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150590 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -18416474.000000 Penalty: 5927.212402
	Iteration 28Q: 3 clusters Score -1.841647e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151184 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -18416686.000000 Penalty: 5927.212402
	Iteration 29Q: 3 clusters Score -1.841669e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151674 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -18416880.000000 Penalty: 5927.212402
	Iteration 30Q: 3 clusters Score -1.841688e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152079 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -18417026.000000 Penalty: 5927.212402
	Iteration 31Q: 3 clusters Score -1.841703e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152408 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -18417194.000000 Penalty: 5927.212402
	Iteration 32Q: 3 clusters Score -1.841719e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152655 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -18417290.000000 Penalty: 5927.212402
	Iteration 33Q: 3 clusters Score -1.841729e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152829 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -18417432.000000 Penalty: 5927.212402
	Iteration 34Q: 3 clusters Score -1.841743e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152962 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -18417586.000000 Penalty: 5927.212402
	Iteration 35Q: 3 clusters Score -1.841759e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153033 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -18417658.000000 Penalty: 5927.212402
	Iteration 36Q: 3 clusters Score -1.841766e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153091 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -18417754.000000 Penalty: 5927.212402
	Iteration 37Q: 3 clusters Score -1.841775e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153137 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -18417798.000000 Penalty: 5927.212402
	Iteration 38Q: 3 clusters Score -1.84178e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153161 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -18417856.000000 Penalty: 5927.212402
	Iteration 39Q: 3 clusters Score -1.841786e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153185 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -18417854.000000 Penalty: 5927.212402
	Iteration 40F: 3 clusters Score -1.841785e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153199 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -18417878.000000 Penalty: 5927.212402
	Iteration 41Q: 3 clusters Score -1.841788e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153197 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -18417916.000000 Penalty: 5927.212402
	Iteration 42Q: 3 clusters Score -1.841792e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153205 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -18417922.000000 Penalty: 5927.212402
	Iteration 43Q: 3 clusters Score -1.841792e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153220 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -18417916.000000 Penalty: 5927.212402
	Iteration 44Q: 3 clusters Score -1.841792e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -18417910.000000 Penalty: 5927.212402
	Iteration 45Q: 3 clusters Score -1.841791e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153237 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -18417932.000000 Penalty: 5927.212402
	Iteration 46Q: 3 clusters Score -1.841793e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -18417936.000000 Penalty: 5927.212402
	Iteration 47Q: 3 clusters Score -1.841794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153232 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -18417942.000000 Penalty: 5927.212402
	Iteration 48Q: 3 clusters Score -1.841794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -18417950.000000 Penalty: 5927.212402
	Iteration 49Q: 3 clusters Score -1.841795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153234 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -18417958.000000 Penalty: 5927.212402
	Iteration 50Q: 3 clusters Score -1.841796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -18417958.000000 Penalty: 5927.212402
	Iteration 51Q: 3 clusters Score -1.841796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153229 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -18417956.000000 Penalty: 5927.212402
	Iteration 52Q: 3 clusters Score -1.841796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153229 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -18417986.000000 Penalty: 5927.212402
	Iteration 53Q: 3 clusters Score -1.841799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153227 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -18417986.000000 Penalty: 5927.212402
	Iteration 54Q: 3 clusters Score -1.841799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153227 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -18417994.000000 Penalty: 5927.212402
	Iteration 55Q: 3 clusters Score -1.841799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153227 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -18418002.000000 Penalty: 5927.212402
	Iteration 56Q: 3 clusters Score -1.8418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153228 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -18417996.000000 Penalty: 5927.212402
	Iteration 57Q: 3 clusters Score -1.8418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153230 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -18418010.000000 Penalty: 5927.212402
	Iteration 58Q: 3 clusters Score -1.841801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153231 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -18418008.000000 Penalty: 5927.212402
	Iteration 59Q: 3 clusters Score -1.841801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -18418010.000000 Penalty: 5927.212402
	Iteration 60F: 3 clusters Score -1.841801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153234 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -18418010.000000 Penalty: 5927.212402
	Iteration 61Q: 3 clusters Score -1.841801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153238 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -18418012.000000 Penalty: 5927.212402
	Iteration 62Q: 3 clusters Score -1.841801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153240 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -18418010.000000 Penalty: 5927.212402
	Iteration 63Q: 3 clusters Score -1.841801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153245 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -18418010.000000 Penalty: 5927.212402
	Iteration 64Q: 3 clusters Score -1.841801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153244 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -18418000.000000 Penalty: 5927.212402
	Iteration 65Q: 3 clusters Score -1.8418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153244 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -18418000.000000 Penalty: 5927.212402
	Iteration 66Q: 3 clusters Score -1.8418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153242 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -18417996.000000 Penalty: 5927.212402
	Iteration 67Q: 3 clusters Score -1.8418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153240 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -18418002.000000 Penalty: 5927.212402
	Iteration 68Q: 3 clusters Score -1.8418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153241 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -18417992.000000 Penalty: 5927.212402
	Iteration 69Q: 3 clusters Score -1.841799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153241 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -18417992.000000 Penalty: 5927.212402
	Iteration 70F: 3 clusters Score -1.841799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Entering Unmasked Estep 
Score: -1847417.875000 Penalty: 2400.926758
	Iteration 0F: 2 clusters Score -1847418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1835841.750000 Penalty: 4801.853516
	Iteration 0F: 3 clusters Score -1835842 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1839564.000000 Penalty: 4801.853516
	Iteration 1F: 3 clusters Score -1839564 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1839972.375000 Penalty: 4801.853516
	Iteration 2F: 3 clusters Score -1839972 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1840310.125000 Penalty: 4801.853516
	Iteration 3Q: 3 clusters Score -1840310 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1840657.625000 Penalty: 4801.853516
	Iteration 4Q: 3 clusters Score -1840658 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1841039.500000 Penalty: 4801.853516
	Iteration 5Q: 3 clusters Score -1841040 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1841549.750000 Penalty: 4801.853516
	Iteration 6Q: 3 clusters Score -1841550 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1842193.000000 Penalty: 4801.853516
	Iteration 7F: 3 clusters Score -1842193 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1842944.250000 Penalty: 4801.853516
	Iteration 8F: 3 clusters Score -1842944 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1843625.500000 Penalty: 4801.853516
	Iteration 9F: 3 clusters Score -1843626 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1844230.375000 Penalty: 4801.853516
	Iteration 10Q: 3 clusters Score -1844230 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1844684.125000 Penalty: 4801.853516
	Iteration 11Q: 3 clusters Score -1844684 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1844952.500000 Penalty: 4801.853516
	Iteration 12Q: 3 clusters Score -1844952 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1845182.625000 Penalty: 4801.853516
	Iteration 13Q: 3 clusters Score -1845183 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1845329.000000 Penalty: 4801.853516
	Iteration 14Q: 3 clusters Score -1845329 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1845403.375000 Penalty: 4801.853516
	Iteration 15Q: 3 clusters Score -1845403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1845444.250000 Penalty: 4801.853516
	Iteration 16Q: 3 clusters Score -1845444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1845466.625000 Penalty: 4801.853516
	Iteration 17Q: 3 clusters Score -1845467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1845477.250000 Penalty: 4801.853516
	Iteration 18Q: 3 clusters Score -1845477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1845483.875000 Penalty: 4801.853516
	Iteration 19Q: 3 clusters Score -1845484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1845491.000000 Penalty: 4801.853516
	Iteration 20F: 3 clusters Score -1845491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1845494.000000 Penalty: 4801.853516
	Iteration 21Q: 3 clusters Score -1845494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1845500.625000 Penalty: 4801.853516
	Iteration 22Q: 3 clusters Score -1845501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1845504.250000 Penalty: 4801.853516
	Iteration 23Q: 3 clusters Score -1845504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1845507.625000 Penalty: 4801.853516
	Iteration 24Q: 3 clusters Score -1845508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1845512.375000 Penalty: 4801.853516
	Iteration 25Q: 3 clusters Score -1845512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1845512.250000 Penalty: 4801.853516
	Iteration 26Q: 3 clusters Score -1845512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1845512.250000 Penalty: 4801.853516
	Iteration 27F: 3 clusters Score -1845512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148264 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43302 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155809 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112325 members 
Mstep: Class 13 contains 131645 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33516 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175279 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154821 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156087008.000000 Penalty: 111997.578125
Iteration 319Q: 33 clusters Score -1.56087e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148263 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43302 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155809 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112325 members 
Mstep: Class 13 contains 131644 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33516 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175279 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154823 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086992.000000 Penalty: 111997.578125
Iteration 320F: 33 clusters Score -1.56087e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148263 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43302 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155809 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112326 members 
Mstep: Class 13 contains 131644 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33516 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175279 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154822 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086992.000000 Penalty: 111997.578125
Iteration 321Q: 33 clusters Score -1.56087e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148263 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43302 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155810 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112326 members 
Mstep: Class 13 contains 131644 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33516 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175279 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154821 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086992.000000 Penalty: 111997.578125
Iteration 322Q: 33 clusters Score -1.56087e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148264 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43302 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155810 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112326 members 
Mstep: Class 13 contains 131644 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33516 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175279 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154820 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086976.000000 Penalty: 111997.578125
Iteration 323Q: 33 clusters Score -1.56087e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 148264 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 43302 members 
Mstep: Class 4 contains 39876 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 155810 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 112326 members 
Mstep: Class 13 contains 131644 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 96046 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50651 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 33516 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 5081 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 175279 members 
Mstep: Class 28 contains 6811 members 
Mstep: Class 29 contains 9824 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 154820 members 
Mstep: Class 32 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156086976.000000 Penalty: 111997.578125
Iteration 324F: 33 clusters Score -1.56087e+08 nChanged 0
Entering ConstructFrom: 
Score: -156086976.000000 Penalty: 111997.578125
Entering ConstructFrom: 
Trying to split cluster 1 (148264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148264 members 
Entering Unmasked Estep 
Score: -17733778.000000 Penalty: 2952.874023
	Iteration 0F: 2 clusters Score -1.773378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74139 members 
Mstep: Class 2 contains 74125 members 
Entering Unmasked Estep 
Score: -17635168.000000 Penalty: 5905.748047
	Iteration 0F: 3 clusters Score -1.763517e+07 nChanged 70781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73734 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -17675690.000000 Penalty: 5905.748047
	Iteration 1F: 3 clusters Score -1.767569e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 74606 members 
Entering Unmasked Estep 
Score: -17676202.000000 Penalty: 5905.748047
	Iteration 2Q: 3 clusters Score -1.76762e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 74611 members 
Entering Unmasked Estep 
Score: -17676742.000000 Penalty: 5905.748047
	Iteration 3Q: 3 clusters Score -1.767674e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73632 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -17677310.000000 Penalty: 5905.748047
	Iteration 4Q: 3 clusters Score -1.767731e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -17677896.000000 Penalty: 5905.748047
	Iteration 5Q: 3 clusters Score -1.76779e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 74480 members 
Entering Unmasked Estep 
Score: -17678464.000000 Penalty: 5905.748047
	Iteration 6Q: 3 clusters Score -1.767846e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -17679228.000000 Penalty: 5905.748047
	Iteration 7Q: 3 clusters Score -1.767923e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74699 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -17679998.000000 Penalty: 5905.748047
	Iteration 8Q: 3 clusters Score -1.768e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -17680988.000000 Penalty: 5905.748047
	Iteration 9Q: 3 clusters Score -1.768099e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -17682184.000000 Penalty: 5905.748047
	Iteration 10Q: 3 clusters Score -1.768218e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78623 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -17683694.000000 Penalty: 5905.748047
	Iteration 11Q: 3 clusters Score -1.768369e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -17685628.000000 Penalty: 5905.748047
	Iteration 12Q: 3 clusters Score -1.768563e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84430 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -17688116.000000 Penalty: 5905.748047
	Iteration 13Q: 3 clusters Score -1.768812e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -17691134.000000 Penalty: 5905.748047
	Iteration 14Q: 3 clusters Score -1.769113e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -17694378.000000 Penalty: 5905.748047
	Iteration 15Q: 3 clusters Score -1.769438e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -17698058.000000 Penalty: 5905.748047
	Iteration 16Q: 3 clusters Score -1.769806e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104068 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -17702522.000000 Penalty: 5905.748047
	Iteration 17Q: 3 clusters Score -1.770252e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109512 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -17707464.000000 Penalty: 5905.748047
	Iteration 18Q: 3 clusters Score -1.770746e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114330 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -17711820.000000 Penalty: 5905.748047
	Iteration 19Q: 3 clusters Score -1.771182e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118261 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -17715188.000000 Penalty: 5905.748047
	Iteration 20F: 3 clusters Score -1.771519e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121483 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -17717344.000000 Penalty: 5905.748047
	Iteration 21Q: 3 clusters Score -1.771734e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124330 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -17719046.000000 Penalty: 5905.748047
	Iteration 22Q: 3 clusters Score -1.771905e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126900 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -17720692.000000 Penalty: 5905.748047
	Iteration 23Q: 3 clusters Score -1.772069e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129314 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -17722192.000000 Penalty: 5905.748047
	Iteration 24Q: 3 clusters Score -1.772219e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131409 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -17723650.000000 Penalty: 5905.748047
	Iteration 25Q: 3 clusters Score -1.772365e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133225 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -17725004.000000 Penalty: 5905.748047
	Iteration 26Q: 3 clusters Score -1.7725e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134653 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -17726212.000000 Penalty: 5905.748047
	Iteration 27Q: 3 clusters Score -1.772621e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135814 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -17727336.000000 Penalty: 5905.748047
	Iteration 28Q: 3 clusters Score -1.772734e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136752 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -17728220.000000 Penalty: 5905.748047
	Iteration 29Q: 3 clusters Score -1.772822e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137450 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -17728938.000000 Penalty: 5905.748047
	Iteration 30Q: 3 clusters Score -1.772894e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138003 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -17729450.000000 Penalty: 5905.748047
	Iteration 31Q: 3 clusters Score -1.772945e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138455 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -17729830.000000 Penalty: 5905.748047
	Iteration 32Q: 3 clusters Score -1.772983e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138810 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -17730102.000000 Penalty: 5905.748047
	Iteration 33Q: 3 clusters Score -1.77301e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139090 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -17730334.000000 Penalty: 5905.748047
	Iteration 34Q: 3 clusters Score -1.773033e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139347 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -17730426.000000 Penalty: 5905.748047
	Iteration 35Q: 3 clusters Score -1.773043e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139573 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -17730582.000000 Penalty: 5905.748047
	Iteration 36Q: 3 clusters Score -1.773058e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139766 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -17730676.000000 Penalty: 5905.748047
	Iteration 37Q: 3 clusters Score -1.773068e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139934 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -17730730.000000 Penalty: 5905.748047
	Iteration 38Q: 3 clusters Score -1.773073e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140099 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -17730744.000000 Penalty: 5905.748047
	Iteration 39Q: 3 clusters Score -1.773074e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140246 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -17730788.000000 Penalty: 5905.748047
	Iteration 40F: 3 clusters Score -1.773079e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140356 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -17730826.000000 Penalty: 5905.748047
	Iteration 41Q: 3 clusters Score -1.773083e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140450 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -17730850.000000 Penalty: 5905.748047
	Iteration 42Q: 3 clusters Score -1.773085e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140551 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -17730852.000000 Penalty: 5905.748047
	Iteration 43Q: 3 clusters Score -1.773085e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140639 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -17730896.000000 Penalty: 5905.748047
	Iteration 44Q: 3 clusters Score -1.77309e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140726 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -17730900.000000 Penalty: 5905.748047
	Iteration 45Q: 3 clusters Score -1.77309e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140827 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -17730914.000000 Penalty: 5905.748047
	Iteration 46Q: 3 clusters Score -1.773091e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140916 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -17730916.000000 Penalty: 5905.748047
	Iteration 47Q: 3 clusters Score -1.773092e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140994 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -17730950.000000 Penalty: 5905.748047
	Iteration 48Q: 3 clusters Score -1.773095e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141070 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -17730932.000000 Penalty: 5905.748047
	Iteration 49Q: 3 clusters Score -1.773093e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141146 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -17730922.000000 Penalty: 5905.748047
	Iteration 50Q: 3 clusters Score -1.773092e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141204 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -17730910.000000 Penalty: 5905.748047
	Iteration 51Q: 3 clusters Score -1.773091e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141263 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -17730882.000000 Penalty: 5905.748047
	Iteration 52Q: 3 clusters Score -1.773088e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141325 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -17730916.000000 Penalty: 5905.748047
	Iteration 53Q: 3 clusters Score -1.773092e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141385 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -17730924.000000 Penalty: 5905.748047
	Iteration 54Q: 3 clusters Score -1.773092e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141438 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -17730918.000000 Penalty: 5905.748047
	Iteration 55Q: 3 clusters Score -1.773092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141489 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -17730946.000000 Penalty: 5905.748047
	Iteration 56Q: 3 clusters Score -1.773095e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141546 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -17730954.000000 Penalty: 5905.748047
	Iteration 57Q: 3 clusters Score -1.773095e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141593 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -17730932.000000 Penalty: 5905.748047
	Iteration 58Q: 3 clusters Score -1.773093e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -17730966.000000 Penalty: 5905.748047
	Iteration 59Q: 3 clusters Score -1.773097e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141680 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -17730950.000000 Penalty: 5905.748047
	Iteration 60F: 3 clusters Score -1.773095e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141729 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -17730924.000000 Penalty: 5905.748047
	Iteration 61Q: 3 clusters Score -1.773092e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141775 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -17730912.000000 Penalty: 5905.748047
	Iteration 62Q: 3 clusters Score -1.773091e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -17730902.000000 Penalty: 5905.748047
	Iteration 63Q: 3 clusters Score -1.77309e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141860 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -17730918.000000 Penalty: 5905.748047
	Iteration 64Q: 3 clusters Score -1.773092e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141906 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -17730942.000000 Penalty: 5905.748047
	Iteration 65Q: 3 clusters Score -1.773094e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141939 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -17730952.000000 Penalty: 5905.748047
	Iteration 66Q: 3 clusters Score -1.773095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141961 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -17730962.000000 Penalty: 5905.748047
	Iteration 67Q: 3 clusters Score -1.773096e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141986 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -17730962.000000 Penalty: 5905.748047
	Iteration 68Q: 3 clusters Score -1.773096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142012 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -17730960.000000 Penalty: 5905.748047
	Iteration 69Q: 3 clusters Score -1.773096e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142044 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -17730942.000000 Penalty: 5905.748047
	Iteration 70Q: 3 clusters Score -1.773094e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142071 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -17730948.000000 Penalty: 5905.748047
	Iteration 71Q: 3 clusters Score -1.773095e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142092 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -17730940.000000 Penalty: 5905.748047
	Iteration 72Q: 3 clusters Score -1.773094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142108 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -17730940.000000 Penalty: 5905.748047
	Iteration 73Q: 3 clusters Score -1.773094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142124 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -17730952.000000 Penalty: 5905.748047
	Iteration 74Q: 3 clusters Score -1.773095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142139 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -17730970.000000 Penalty: 5905.748047
	Iteration 75Q: 3 clusters Score -1.773097e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142156 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -17730982.000000 Penalty: 5905.748047
	Iteration 76Q: 3 clusters Score -1.773098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142171 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -17730990.000000 Penalty: 5905.748047
	Iteration 77Q: 3 clusters Score -1.773099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142185 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -17730996.000000 Penalty: 5905.748047
	Iteration 78Q: 3 clusters Score -1.7731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142202 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -17730986.000000 Penalty: 5905.748047
	Iteration 79Q: 3 clusters Score -1.773099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142214 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -17730986.000000 Penalty: 5905.748047
	Iteration 80F: 3 clusters Score -1.773099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142230 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -17730994.000000 Penalty: 5905.748047
	Iteration 81Q: 3 clusters Score -1.773099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142248 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -17730988.000000 Penalty: 5905.748047
	Iteration 82Q: 3 clusters Score -1.773099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142266 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -17731014.000000 Penalty: 5905.748047
	Iteration 83Q: 3 clusters Score -1.773101e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142286 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -17731000.000000 Penalty: 5905.748047
	Iteration 84Q: 3 clusters Score -1.7731e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142311 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -17731008.000000 Penalty: 5905.748047
	Iteration 85Q: 3 clusters Score -1.773101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142332 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -17731024.000000 Penalty: 5905.748047
	Iteration 86Q: 3 clusters Score -1.773102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142350 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -17731020.000000 Penalty: 5905.748047
	Iteration 87Q: 3 clusters Score -1.773102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142372 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -17731024.000000 Penalty: 5905.748047
	Iteration 88Q: 3 clusters Score -1.773102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142392 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -17731032.000000 Penalty: 5905.748047
	Iteration 89Q: 3 clusters Score -1.773103e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142410 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -17731002.000000 Penalty: 5905.748047
	Iteration 90Q: 3 clusters Score -1.7731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142424 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -17731020.000000 Penalty: 5905.748047
	Iteration 91Q: 3 clusters Score -1.773102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142436 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -17731012.000000 Penalty: 5905.748047
	Iteration 92Q: 3 clusters Score -1.773101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142447 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -17731024.000000 Penalty: 5905.748047
	Iteration 93Q: 3 clusters Score -1.773102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142461 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -17731034.000000 Penalty: 5905.748047
	Iteration 94Q: 3 clusters Score -1.773103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142478 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -17731012.000000 Penalty: 5905.748047
	Iteration 95Q: 3 clusters Score -1.773101e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142492 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -17731020.000000 Penalty: 5905.748047
	Iteration 96Q: 3 clusters Score -1.773102e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142516 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -17731014.000000 Penalty: 5905.748047
	Iteration 97Q: 3 clusters Score -1.773101e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142540 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -17731024.000000 Penalty: 5905.748047
	Iteration 98Q: 3 clusters Score -1.773102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -17731042.000000 Penalty: 5905.748047
	Iteration 99Q: 3 clusters Score -1.773104e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142581 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -17731042.000000 Penalty: 5905.748047
	Iteration 100F: 3 clusters Score -1.773104e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142603 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -17731042.000000 Penalty: 5905.748047
	Iteration 101Q: 3 clusters Score -1.773104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142620 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -17731034.000000 Penalty: 5905.748047
	Iteration 102Q: 3 clusters Score -1.773103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142638 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -17730994.000000 Penalty: 5905.748047
	Iteration 103Q: 3 clusters Score -1.773099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142652 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -17731010.000000 Penalty: 5905.748047
	Iteration 104Q: 3 clusters Score -1.773101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142667 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -17731024.000000 Penalty: 5905.748047
	Iteration 105Q: 3 clusters Score -1.773102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142683 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -17731020.000000 Penalty: 5905.748047
	Iteration 106Q: 3 clusters Score -1.773102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142700 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -17731044.000000 Penalty: 5905.748047
	Iteration 107Q: 3 clusters Score -1.773104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142711 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -17731060.000000 Penalty: 5905.748047
	Iteration 108Q: 3 clusters Score -1.773106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142717 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -17731052.000000 Penalty: 5905.748047
	Iteration 109Q: 3 clusters Score -1.773105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142724 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -17731056.000000 Penalty: 5905.748047
	Iteration 110Q: 3 clusters Score -1.773106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142729 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -17731058.000000 Penalty: 5905.748047
	Iteration 111Q: 3 clusters Score -1.773106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142736 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -17731072.000000 Penalty: 5905.748047
	Iteration 112Q: 3 clusters Score -1.773107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142740 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -17731072.000000 Penalty: 5905.748047
	Iteration 113Q: 3 clusters Score -1.773107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142747 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -17731062.000000 Penalty: 5905.748047
	Iteration 114Q: 3 clusters Score -1.773106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142754 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -17731060.000000 Penalty: 5905.748047
	Iteration 115Q: 3 clusters Score -1.773106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142760 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -17731064.000000 Penalty: 5905.748047
	Iteration 116Q: 3 clusters Score -1.773106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142763 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -17731062.000000 Penalty: 5905.748047
	Iteration 117Q: 3 clusters Score -1.773106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142765 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -17731068.000000 Penalty: 5905.748047
	Iteration 118Q: 3 clusters Score -1.773107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142767 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -17731074.000000 Penalty: 5905.748047
	Iteration 119Q: 3 clusters Score -1.773107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142767 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -17731074.000000 Penalty: 5905.748047
	Iteration 120F: 3 clusters Score -1.773107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Entering Unmasked Estep 
Score: -552524.750000 Penalty: 2097.604004
	Iteration 0F: 2 clusters Score -552524.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -548194.500000 Penalty: 4195.208008
	Iteration 0F: 3 clusters Score -548194.5 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -549198.375000 Penalty: 4195.208008
	Iteration 1F: 3 clusters Score -549198.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -549408.625000 Penalty: 4195.208008
	Iteration 2F: 3 clusters Score -549408.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -549528.937500 Penalty: 4195.208008
	Iteration 3Q: 3 clusters Score -549528.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -549614.187500 Penalty: 4195.208008
	Iteration 4Q: 3 clusters Score -549614.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -549695.750000 Penalty: 4195.208008
	Iteration 5Q: 3 clusters Score -549695.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -549759.250000 Penalty: 4195.208008
	Iteration 6Q: 3 clusters Score -549759.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -549805.500000 Penalty: 4195.208008
	Iteration 7Q: 3 clusters Score -549805.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -549846.812500 Penalty: 4195.208008
	Iteration 8Q: 3 clusters Score -549846.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -549881.437500 Penalty: 4195.208008
	Iteration 9Q: 3 clusters Score -549881.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -549914.312500 Penalty: 4195.208008
	Iteration 10Q: 3 clusters Score -549914.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -549944.187500 Penalty: 4195.208008
	Iteration 11Q: 3 clusters Score -549944.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -549971.750000 Penalty: 4195.208008
	Iteration 12Q: 3 clusters Score -549971.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -549996.937500 Penalty: 4195.208008
	Iteration 13Q: 3 clusters Score -549996.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -550023.625000 Penalty: 4195.208008
	Iteration 14Q: 3 clusters Score -550023.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -550055.250000 Penalty: 4195.208008
	Iteration 15Q: 3 clusters Score -550055.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -550089.812500 Penalty: 4195.208008
	Iteration 16Q: 3 clusters Score -550089.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -550115.875000 Penalty: 4195.208008
	Iteration 17Q: 3 clusters Score -550115.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -550138.875000 Penalty: 4195.208008
	Iteration 18Q: 3 clusters Score -550138.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -550157.500000 Penalty: 4195.208008
	Iteration 19Q: 3 clusters Score -550157.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -550175.625000 Penalty: 4195.208008
	Iteration 20F: 3 clusters Score -550175.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -550190.187500 Penalty: 4195.208008
	Iteration 21Q: 3 clusters Score -550190.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -550206.375000 Penalty: 4195.208008
	Iteration 22Q: 3 clusters Score -550206.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -550218.687500 Penalty: 4195.208008
	Iteration 23Q: 3 clusters Score -550218.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -550230.687500 Penalty: 4195.208008
	Iteration 24Q: 3 clusters Score -550230.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -550246.875000 Penalty: 4195.208008
	Iteration 25Q: 3 clusters Score -550246.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -550270.750000 Penalty: 4195.208008
	Iteration 26Q: 3 clusters Score -550270.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -550306.187500 Penalty: 4195.208008
	Iteration 27Q: 3 clusters Score -550306.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -550356.312500 Penalty: 4195.208008
	Iteration 28Q: 3 clusters Score -550356.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -550404.687500 Penalty: 4195.208008
	Iteration 29Q: 3 clusters Score -550404.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -550460.312500 Penalty: 4195.208008
	Iteration 30Q: 3 clusters Score -550460.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -550517.125000 Penalty: 4195.208008
	Iteration 31Q: 3 clusters Score -550517.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -550564.500000 Penalty: 4195.208008
	Iteration 32Q: 3 clusters Score -550564.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -550613.437500 Penalty: 4195.208008
	Iteration 33Q: 3 clusters Score -550613.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -550652.250000 Penalty: 4195.208008
	Iteration 34Q: 3 clusters Score -550652.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -550683.312500 Penalty: 4195.208008
	Iteration 35Q: 3 clusters Score -550683.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -550706.625000 Penalty: 4195.208008
	Iteration 36Q: 3 clusters Score -550706.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -550728.625000 Penalty: 4195.208008
	Iteration 37Q: 3 clusters Score -550728.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -550751.875000 Penalty: 4195.208008
	Iteration 38Q: 3 clusters Score -550751.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -550784.937500 Penalty: 4195.208008
	Iteration 39Q: 3 clusters Score -550784.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -550809.125000 Penalty: 4195.208008
	Iteration 40F: 3 clusters Score -550809.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -550825.312500 Penalty: 4195.208008
	Iteration 41Q: 3 clusters Score -550825.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -550836.750000 Penalty: 4195.208008
	Iteration 42Q: 3 clusters Score -550836.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -550848.000000 Penalty: 4195.208008
	Iteration 43Q: 3 clusters Score -550848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -550860.000000 Penalty: 4195.208008
	Iteration 44Q: 3 clusters Score -550860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -550877.812500 Penalty: 4195.208008
	Iteration 45Q: 3 clusters Score -550877.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -550891.125000 Penalty: 4195.208008
	Iteration 46Q: 3 clusters Score -550891.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -550911.125000 Penalty: 4195.208008
	Iteration 47Q: 3 clusters Score -550911.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -550926.937500 Penalty: 4195.208008
	Iteration 48Q: 3 clusters Score -550926.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -550944.000000 Penalty: 4195.208008
	Iteration 49Q: 3 clusters Score -550944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -550957.875000 Penalty: 4195.208008
	Iteration 50Q: 3 clusters Score -550957.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -550974.750000 Penalty: 4195.208008
	Iteration 51Q: 3 clusters Score -550974.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -550990.125000 Penalty: 4195.208008
	Iteration 52Q: 3 clusters Score -550990.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -550996.000000 Penalty: 4195.208008
	Iteration 53Q: 3 clusters Score -550996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -551001.625000 Penalty: 4195.208008
	Iteration 54Q: 3 clusters Score -551001.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -551006.812500 Penalty: 4195.208008
	Iteration 55Q: 3 clusters Score -551006.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -551010.875000 Penalty: 4195.208008
	Iteration 56Q: 3 clusters Score -551010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -551015.937500 Penalty: 4195.208008
	Iteration 57Q: 3 clusters Score -551015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -551020.562500 Penalty: 4195.208008
	Iteration 58Q: 3 clusters Score -551020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -551024.375000 Penalty: 4195.208008
	Iteration 59Q: 3 clusters Score -551024.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -551026.562500 Penalty: 4195.208008
	Iteration 60F: 3 clusters Score -551026.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -551030.187500 Penalty: 4195.208008
	Iteration 61Q: 3 clusters Score -551030.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -551032.625000 Penalty: 4195.208008
	Iteration 62Q: 3 clusters Score -551032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -551034.437500 Penalty: 4195.208008
	Iteration 63Q: 3 clusters Score -551034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -551034.000000 Penalty: 4195.208008
	Iteration 64Q: 3 clusters Score -551034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -551034.125000 Penalty: 4195.208008
	Iteration 65Q: 3 clusters Score -551034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -551034.125000 Penalty: 4195.208008
	Iteration 66F: 3 clusters Score -551034.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Entering Unmasked Estep 
Score: -5148826.500000 Penalty: 2647.636475
	Iteration 0F: 2 clusters Score -5148826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -5119410.500000 Penalty: 5295.272949
	Iteration 0F: 3 clusters Score -5119410 nChanged 20044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -5130625.500000 Penalty: 5295.272949
	Iteration 1F: 3 clusters Score -5130626 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -5131380.000000 Penalty: 5295.272949
	Iteration 2Q: 3 clusters Score -5131380 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -5132391.000000 Penalty: 5295.272949
	Iteration 3F: 3 clusters Score -5132391 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -5133787.000000 Penalty: 5295.272949
	Iteration 4F: 3 clusters Score -5133787 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -5135818.000000 Penalty: 5295.272949
	Iteration 5F: 3 clusters Score -5135818 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -5138396.500000 Penalty: 5295.272949
	Iteration 6F: 3 clusters Score -5138396 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -5141195.000000 Penalty: 5295.272949
	Iteration 7F: 3 clusters Score -5141195 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -5143397.000000 Penalty: 5295.272949
	Iteration 8F: 3 clusters Score -5143397 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -5144778.000000 Penalty: 5295.272949
	Iteration 9Q: 3 clusters Score -5144778 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5145543.000000 Penalty: 5295.272949
	Iteration 10Q: 3 clusters Score -5145543 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -5145961.000000 Penalty: 5295.272949
	Iteration 11Q: 3 clusters Score -5145961 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -5146182.500000 Penalty: 5295.272949
	Iteration 12Q: 3 clusters Score -5146182 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -5146306.500000 Penalty: 5295.272949
	Iteration 13Q: 3 clusters Score -5146306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -5146372.500000 Penalty: 5295.272949
	Iteration 14Q: 3 clusters Score -5146372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -5146419.000000 Penalty: 5295.272949
	Iteration 15Q: 3 clusters Score -5146419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -5146452.500000 Penalty: 5295.272949
	Iteration 16Q: 3 clusters Score -5146452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -5146475.000000 Penalty: 5295.272949
	Iteration 17Q: 3 clusters Score -5146475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -5146504.500000 Penalty: 5295.272949
	Iteration 18Q: 3 clusters Score -5146504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -5146512.500000 Penalty: 5295.272949
	Iteration 19Q: 3 clusters Score -5146512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -5146534.000000 Penalty: 5295.272949
	Iteration 20F: 3 clusters Score -5146534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -5146539.000000 Penalty: 5295.272949
	Iteration 21Q: 3 clusters Score -5146539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -5146540.500000 Penalty: 5295.272949
	Iteration 22Q: 3 clusters Score -5146540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -5146551.000000 Penalty: 5295.272949
	Iteration 23Q: 3 clusters Score -5146551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -5146552.500000 Penalty: 5295.272949
	Iteration 24Q: 3 clusters Score -5146552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -5146563.000000 Penalty: 5295.272949
	Iteration 25Q: 3 clusters Score -5146563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -5146566.000000 Penalty: 5295.272949
	Iteration 26Q: 3 clusters Score -5146566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5146567.000000 Penalty: 5295.272949
	Iteration 27Q: 3 clusters Score -5146567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5146567.000000 Penalty: 5295.272949
	Iteration 28F: 3 clusters Score -5146567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Entering Unmasked Estep 
Score: -4786018.500000 Penalty: 2627.195312
	Iteration 0F: 2 clusters Score -4786018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -4758992.500000 Penalty: 5254.390625
	Iteration 0F: 3 clusters Score -4758992 nChanged 18262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4768970.000000 Penalty: 5254.390625
	Iteration 1F: 3 clusters Score -4768970 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4769547.000000 Penalty: 5254.390625
	Iteration 2Q: 3 clusters Score -4769547 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -4770067.500000 Penalty: 5254.390625
	Iteration 3Q: 3 clusters Score -4770068 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -4770650.500000 Penalty: 5254.390625
	Iteration 4Q: 3 clusters Score -4770650 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4771358.000000 Penalty: 5254.390625
	Iteration 5Q: 3 clusters Score -4771358 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -4772307.500000 Penalty: 5254.390625
	Iteration 6Q: 3 clusters Score -4772308 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -4773625.000000 Penalty: 5254.390625
	Iteration 7F: 3 clusters Score -4773625 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -4775390.000000 Penalty: 5254.390625
	Iteration 8F: 3 clusters Score -4775390 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -4777365.000000 Penalty: 5254.390625
	Iteration 9F: 3 clusters Score -4777365 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -4778965.500000 Penalty: 5254.390625
	Iteration 10F: 3 clusters Score -4778966 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -4779813.500000 Penalty: 5254.390625
	Iteration 11Q: 3 clusters Score -4779814 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -4780223.500000 Penalty: 5254.390625
	Iteration 12Q: 3 clusters Score -4780224 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -4780505.000000 Penalty: 5254.390625
	Iteration 13Q: 3 clusters Score -4780505 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -4780757.000000 Penalty: 5254.390625
	Iteration 14Q: 3 clusters Score -4780757 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -4780957.500000 Penalty: 5254.390625
	Iteration 15Q: 3 clusters Score -4780958 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -4781157.000000 Penalty: 5254.390625
	Iteration 16Q: 3 clusters Score -4781157 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -4781349.000000 Penalty: 5254.390625
	Iteration 17Q: 3 clusters Score -4781349 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4781482.000000 Penalty: 5254.390625
	Iteration 18Q: 3 clusters Score -4781482 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -4781638.000000 Penalty: 5254.390625
	Iteration 19Q: 3 clusters Score -4781638 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -4781814.000000 Penalty: 5254.390625
	Iteration 20F: 3 clusters Score -4781814 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -4781951.000000 Penalty: 5254.390625
	Iteration 21Q: 3 clusters Score -4781951 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -4782107.500000 Penalty: 5254.390625
	Iteration 22Q: 3 clusters Score -4782108 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4782226.000000 Penalty: 5254.390625
	Iteration 23Q: 3 clusters Score -4782226 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -4782357.000000 Penalty: 5254.390625
	Iteration 24Q: 3 clusters Score -4782357 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -4782499.500000 Penalty: 5254.390625
	Iteration 25Q: 3 clusters Score -4782500 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -4782616.000000 Penalty: 5254.390625
	Iteration 26Q: 3 clusters Score -4782616 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -4782700.500000 Penalty: 5254.390625
	Iteration 27Q: 3 clusters Score -4782700 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -4782818.500000 Penalty: 5254.390625
	Iteration 28Q: 3 clusters Score -4782818 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -4782905.500000 Penalty: 5254.390625
	Iteration 29Q: 3 clusters Score -4782906 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -4782991.000000 Penalty: 5254.390625
	Iteration 30Q: 3 clusters Score -4782991 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -4783060.000000 Penalty: 5254.390625
	Iteration 31Q: 3 clusters Score -4783060 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -4783105.000000 Penalty: 5254.390625
	Iteration 32Q: 3 clusters Score -4783105 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4783155.500000 Penalty: 5254.390625
	Iteration 33Q: 3 clusters Score -4783156 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4783221.500000 Penalty: 5254.390625
	Iteration 34Q: 3 clusters Score -4783222 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -4783265.000000 Penalty: 5254.390625
	Iteration 35Q: 3 clusters Score -4783265 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -4783326.000000 Penalty: 5254.390625
	Iteration 36Q: 3 clusters Score -4783326 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -4783377.000000 Penalty: 5254.390625
	Iteration 37Q: 3 clusters Score -4783377 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4783431.000000 Penalty: 5254.390625
	Iteration 38Q: 3 clusters Score -4783431 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4783466.500000 Penalty: 5254.390625
	Iteration 39Q: 3 clusters Score -4783466 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -4783506.500000 Penalty: 5254.390625
	Iteration 40F: 3 clusters Score -4783506 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -4783568.500000 Penalty: 5254.390625
	Iteration 41Q: 3 clusters Score -4783568 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -4783573.500000 Penalty: 5254.390625
	Iteration 42Q: 3 clusters Score -4783574 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -4783600.500000 Penalty: 5254.390625
	Iteration 43Q: 3 clusters Score -4783600 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -4783654.500000 Penalty: 5254.390625
	Iteration 44Q: 3 clusters Score -4783654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -4783676.000000 Penalty: 5254.390625
	Iteration 45Q: 3 clusters Score -4783676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -4783710.000000 Penalty: 5254.390625
	Iteration 46Q: 3 clusters Score -4783710 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -4783726.500000 Penalty: 5254.390625
	Iteration 47Q: 3 clusters Score -4783726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -4783761.500000 Penalty: 5254.390625
	Iteration 48Q: 3 clusters Score -4783762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -4783771.000000 Penalty: 5254.390625
	Iteration 49Q: 3 clusters Score -4783771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -4783788.500000 Penalty: 5254.390625
	Iteration 50Q: 3 clusters Score -4783788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -4783796.000000 Penalty: 5254.390625
	Iteration 51Q: 3 clusters Score -4783796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -4783808.500000 Penalty: 5254.390625
	Iteration 52Q: 3 clusters Score -4783808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -4783815.000000 Penalty: 5254.390625
	Iteration 53Q: 3 clusters Score -4783815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -4783818.500000 Penalty: 5254.390625
	Iteration 54Q: 3 clusters Score -4783818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -4783813.000000 Penalty: 5254.390625
	Iteration 55Q: 3 clusters Score -4783813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -4783822.500000 Penalty: 5254.390625
	Iteration 56Q: 3 clusters Score -4783822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -4783825.000000 Penalty: 5254.390625
	Iteration 57Q: 3 clusters Score -4783825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -4783821.000000 Penalty: 5254.390625
	Iteration 58Q: 3 clusters Score -4783821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -4783839.000000 Penalty: 5254.390625
	Iteration 59Q: 3 clusters Score -4783839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -4783851.000000 Penalty: 5254.390625
	Iteration 60F: 3 clusters Score -4783851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -4783855.500000 Penalty: 5254.390625
	Iteration 61Q: 3 clusters Score -4783856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -4783859.500000 Penalty: 5254.390625
	Iteration 62Q: 3 clusters Score -4783860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -4783857.000000 Penalty: 5254.390625
	Iteration 63Q: 3 clusters Score -4783857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -4783857.000000 Penalty: 5254.390625
	Iteration 64Q: 3 clusters Score -4783857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -4783857.500000 Penalty: 5254.390625
	Iteration 65Q: 3 clusters Score -4783858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -4783858.000000 Penalty: 5254.390625
	Iteration 66Q: 3 clusters Score -4783858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -4783869.500000 Penalty: 5254.390625
	Iteration 67Q: 3 clusters Score -4783870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -4783865.000000 Penalty: 5254.390625
	Iteration 68Q: 3 clusters Score -4783865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -4783871.000000 Penalty: 5254.390625
	Iteration 69Q: 3 clusters Score -4783871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -4783881.000000 Penalty: 5254.390625
	Iteration 70Q: 3 clusters Score -4783881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -4783883.500000 Penalty: 5254.390625
	Iteration 71Q: 3 clusters Score -4783884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -4783881.500000 Penalty: 5254.390625
	Iteration 72Q: 3 clusters Score -4783882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -4783874.000000 Penalty: 5254.390625
	Iteration 73Q: 3 clusters Score -4783874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -4783883.500000 Penalty: 5254.390625
	Iteration 74Q: 3 clusters Score -4783884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -4783884.000000 Penalty: 5254.390625
	Iteration 75Q: 3 clusters Score -4783884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -4783885.000000 Penalty: 5254.390625
	Iteration 76Q: 3 clusters Score -4783885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -4783878.000000 Penalty: 5254.390625
	Iteration 77Q: 3 clusters Score -4783878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -4783876.000000 Penalty: 5254.390625
	Iteration 78Q: 3 clusters Score -4783876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -4783883.500000 Penalty: 5254.390625
	Iteration 79Q: 3 clusters Score -4783884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -4783890.500000 Penalty: 5254.390625
	Iteration 80F: 3 clusters Score -4783890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -4783892.500000 Penalty: 5254.390625
	Iteration 81Q: 3 clusters Score -4783892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -4783893.500000 Penalty: 5254.390625
	Iteration 82Q: 3 clusters Score -4783894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -4783898.500000 Penalty: 5254.390625
	Iteration 83Q: 3 clusters Score -4783898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -4783900.500000 Penalty: 5254.390625
	Iteration 84Q: 3 clusters Score -4783900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -4783901.500000 Penalty: 5254.390625
	Iteration 85Q: 3 clusters Score -4783902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -4783901.500000 Penalty: 5254.390625
	Iteration 86Q: 3 clusters Score -4783902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -4783901.500000 Penalty: 5254.390625
	Iteration 87Q: 3 clusters Score -4783902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -4783905.500000 Penalty: 5254.390625
	Iteration 88Q: 3 clusters Score -4783906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -4783906.500000 Penalty: 5254.390625
	Iteration 89Q: 3 clusters Score -4783906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -4783901.000000 Penalty: 5254.390625
	Iteration 90Q: 3 clusters Score -4783901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -4783904.500000 Penalty: 5254.390625
	Iteration 91Q: 3 clusters Score -4783904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -4783902.000000 Penalty: 5254.390625
	Iteration 92Q: 3 clusters Score -4783902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -4783901.500000 Penalty: 5254.390625
	Iteration 93Q: 3 clusters Score -4783902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -4783904.000000 Penalty: 5254.390625
	Iteration 94Q: 3 clusters Score -4783904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -4783901.500000 Penalty: 5254.390625
	Iteration 95Q: 3 clusters Score -4783902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -4783902.500000 Penalty: 5254.390625
	Iteration 96Q: 3 clusters Score -4783902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -4783901.000000 Penalty: 5254.390625
	Iteration 97Q: 3 clusters Score -4783901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -4783898.000000 Penalty: 5254.390625
	Iteration 98Q: 3 clusters Score -4783898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -4783897.500000 Penalty: 5254.390625
	Iteration 99Q: 3 clusters Score -4783898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -4783898.000000 Penalty: 5254.390625
	Iteration 100F: 3 clusters Score -4783898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -4783903.000000 Penalty: 5254.390625
	Iteration 101Q: 3 clusters Score -4783903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -4783904.000000 Penalty: 5254.390625
	Iteration 102Q: 3 clusters Score -4783904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -4783904.000000 Penalty: 5254.390625
	Iteration 103Q: 3 clusters Score -4783904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -4783908.500000 Penalty: 5254.390625
	Iteration 104Q: 3 clusters Score -4783908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -4783912.500000 Penalty: 5254.390625
	Iteration 105Q: 3 clusters Score -4783912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -4783914.500000 Penalty: 5254.390625
	Iteration 106Q: 3 clusters Score -4783914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -4783914.500000 Penalty: 5254.390625
	Iteration 107Q: 3 clusters Score -4783914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -4783918.500000 Penalty: 5254.390625
	Iteration 108Q: 3 clusters Score -4783918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -4783914.500000 Penalty: 5254.390625
	Iteration 109Q: 3 clusters Score -4783914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -4783915.000000 Penalty: 5254.390625
	Iteration 110Q: 3 clusters Score -4783915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -4783915.500000 Penalty: 5254.390625
	Iteration 111Q: 3 clusters Score -4783916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -4783928.000000 Penalty: 5254.390625
	Iteration 112Q: 3 clusters Score -4783928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -4783918.500000 Penalty: 5254.390625
	Iteration 113Q: 3 clusters Score -4783918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -4783920.500000 Penalty: 5254.390625
	Iteration 114Q: 3 clusters Score -4783920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -4783936.500000 Penalty: 5254.390625
	Iteration 115Q: 3 clusters Score -4783936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -4783943.000000 Penalty: 5254.390625
	Iteration 116Q: 3 clusters Score -4783943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -4783942.500000 Penalty: 5254.390625
	Iteration 117Q: 3 clusters Score -4783942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -4783944.000000 Penalty: 5254.390625
	Iteration 118Q: 3 clusters Score -4783944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -4783946.000000 Penalty: 5254.390625
	Iteration 119Q: 3 clusters Score -4783946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -4783948.500000 Penalty: 5254.390625
	Iteration 120F: 3 clusters Score -4783948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -4783947.000000 Penalty: 5254.390625
	Iteration 121Q: 3 clusters Score -4783947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -4783950.500000 Penalty: 5254.390625
	Iteration 122Q: 3 clusters Score -4783950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -4783948.500000 Penalty: 5254.390625
	Iteration 123Q: 3 clusters Score -4783948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -4783951.000000 Penalty: 5254.390625
	Iteration 124Q: 3 clusters Score -4783951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -4783954.500000 Penalty: 5254.390625
	Iteration 125Q: 3 clusters Score -4783954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -4783952.000000 Penalty: 5254.390625
	Iteration 126Q: 3 clusters Score -4783952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -4783952.000000 Penalty: 5254.390625
	Iteration 127F: 3 clusters Score -4783952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Entering Unmasked Estep 
Score: -2091344.625000 Penalty: 2426.620605
	Iteration 0F: 2 clusters Score -2091345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2078689.500000 Penalty: 4853.241211
	Iteration 0F: 3 clusters Score -2078690 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2082900.875000 Penalty: 4853.241211
	Iteration 1F: 3 clusters Score -2082901 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2083358.375000 Penalty: 4853.241211
	Iteration 2F: 3 clusters Score -2083358 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2083768.625000 Penalty: 4853.241211
	Iteration 3F: 3 clusters Score -2083769 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2084178.875000 Penalty: 4853.241211
	Iteration 4Q: 3 clusters Score -2084179 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2084601.500000 Penalty: 4853.241211
	Iteration 5Q: 3 clusters Score -2084602 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2085071.375000 Penalty: 4853.241211
	Iteration 6F: 3 clusters Score -2085071 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2085676.875000 Penalty: 4853.241211
	Iteration 7F: 3 clusters Score -2085677 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2086387.250000 Penalty: 4853.241211
	Iteration 8F: 3 clusters Score -2086387 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2087086.125000 Penalty: 4853.241211
	Iteration 9F: 3 clusters Score -2087086 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2087703.750000 Penalty: 4853.241211
	Iteration 10Q: 3 clusters Score -2087704 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2088111.000000 Penalty: 4853.241211
	Iteration 11Q: 3 clusters Score -2088111 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2088371.500000 Penalty: 4853.241211
	Iteration 12Q: 3 clusters Score -2088372 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2088552.875000 Penalty: 4853.241211
	Iteration 13Q: 3 clusters Score -2088553 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2088679.625000 Penalty: 4853.241211
	Iteration 14Q: 3 clusters Score -2088680 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2088787.250000 Penalty: 4853.241211
	Iteration 15Q: 3 clusters Score -2088787 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2088875.250000 Penalty: 4853.241211
	Iteration 16Q: 3 clusters Score -2088875 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2088945.250000 Penalty: 4853.241211
	Iteration 17Q: 3 clusters Score -2088945 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2088990.500000 Penalty: 4853.241211
	Iteration 18Q: 3 clusters Score -2088990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2089012.000000 Penalty: 4853.241211
	Iteration 19Q: 3 clusters Score -2089012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2089043.375000 Penalty: 4853.241211
	Iteration 20F: 3 clusters Score -2089043 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2089066.000000 Penalty: 4853.241211
	Iteration 21Q: 3 clusters Score -2089066 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2089097.875000 Penalty: 4853.241211
	Iteration 22Q: 3 clusters Score -2089098 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2089122.875000 Penalty: 4853.241211
	Iteration 23Q: 3 clusters Score -2089123 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2089143.125000 Penalty: 4853.241211
	Iteration 24Q: 3 clusters Score -2089143 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2089178.250000 Penalty: 4853.241211
	Iteration 25Q: 3 clusters Score -2089178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2089210.375000 Penalty: 4853.241211
	Iteration 26Q: 3 clusters Score -2089210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2089228.625000 Penalty: 4853.241211
	Iteration 27Q: 3 clusters Score -2089229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2089244.750000 Penalty: 4853.241211
	Iteration 28Q: 3 clusters Score -2089245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2089260.500000 Penalty: 4853.241211
	Iteration 29Q: 3 clusters Score -2089260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2089277.500000 Penalty: 4853.241211
	Iteration 30Q: 3 clusters Score -2089278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2089296.125000 Penalty: 4853.241211
	Iteration 31Q: 3 clusters Score -2089296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2089303.750000 Penalty: 4853.241211
	Iteration 32Q: 3 clusters Score -2089304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2089322.000000 Penalty: 4853.241211
	Iteration 33Q: 3 clusters Score -2089322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2089331.000000 Penalty: 4853.241211
	Iteration 34Q: 3 clusters Score -2089331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2089336.750000 Penalty: 4853.241211
	Iteration 35Q: 3 clusters Score -2089337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2089347.625000 Penalty: 4853.241211
	Iteration 36Q: 3 clusters Score -2089348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2089364.000000 Penalty: 4853.241211
	Iteration 37Q: 3 clusters Score -2089364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2089370.500000 Penalty: 4853.241211
	Iteration 38Q: 3 clusters Score -2089370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2089380.250000 Penalty: 4853.241211
	Iteration 39Q: 3 clusters Score -2089380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2089384.125000 Penalty: 4853.241211
	Iteration 40F: 3 clusters Score -2089384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2089391.250000 Penalty: 4853.241211
	Iteration 41Q: 3 clusters Score -2089391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2089400.500000 Penalty: 4853.241211
	Iteration 42Q: 3 clusters Score -2089400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2089403.000000 Penalty: 4853.241211
	Iteration 43Q: 3 clusters Score -2089403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2089416.375000 Penalty: 4853.241211
	Iteration 44Q: 3 clusters Score -2089416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2089421.125000 Penalty: 4853.241211
	Iteration 45Q: 3 clusters Score -2089421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2089425.375000 Penalty: 4853.241211
	Iteration 46Q: 3 clusters Score -2089425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2089428.375000 Penalty: 4853.241211
	Iteration 47Q: 3 clusters Score -2089428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2089435.875000 Penalty: 4853.241211
	Iteration 48Q: 3 clusters Score -2089436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2089446.125000 Penalty: 4853.241211
	Iteration 49Q: 3 clusters Score -2089446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2089451.375000 Penalty: 4853.241211
	Iteration 50Q: 3 clusters Score -2089451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2089447.500000 Penalty: 4853.241211
	Iteration 51Q: 3 clusters Score -2089448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2089458.000000 Penalty: 4853.241211
	Iteration 52Q: 3 clusters Score -2089458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2089465.125000 Penalty: 4853.241211
	Iteration 53Q: 3 clusters Score -2089465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2089469.500000 Penalty: 4853.241211
	Iteration 54Q: 3 clusters Score -2089470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2089470.500000 Penalty: 4853.241211
	Iteration 55Q: 3 clusters Score -2089470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2089479.000000 Penalty: 4853.241211
	Iteration 56Q: 3 clusters Score -2089479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2089474.875000 Penalty: 4853.241211
	Iteration 57Q: 3 clusters Score -2089475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2089478.250000 Penalty: 4853.241211
	Iteration 58Q: 3 clusters Score -2089478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2089484.625000 Penalty: 4853.241211
	Iteration 59Q: 3 clusters Score -2089485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2089493.250000 Penalty: 4853.241211
	Iteration 60F: 3 clusters Score -2089493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2089495.500000 Penalty: 4853.241211
	Iteration 61Q: 3 clusters Score -2089496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2089495.125000 Penalty: 4853.241211
	Iteration 62Q: 3 clusters Score -2089495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2089494.625000 Penalty: 4853.241211
	Iteration 63Q: 3 clusters Score -2089495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2089500.375000 Penalty: 4853.241211
	Iteration 64Q: 3 clusters Score -2089500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2089501.625000 Penalty: 4853.241211
	Iteration 65Q: 3 clusters Score -2089502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2089501.000000 Penalty: 4853.241211
	Iteration 66Q: 3 clusters Score -2089501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2089499.500000 Penalty: 4853.241211
	Iteration 67Q: 3 clusters Score -2089500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2089501.000000 Penalty: 4853.241211
	Iteration 68Q: 3 clusters Score -2089501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2089502.000000 Penalty: 4853.241211
	Iteration 69Q: 3 clusters Score -2089502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2089507.375000 Penalty: 4853.241211
	Iteration 70Q: 3 clusters Score -2089507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2089511.750000 Penalty: 4853.241211
	Iteration 71Q: 3 clusters Score -2089512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2089512.125000 Penalty: 4853.241211
	Iteration 72Q: 3 clusters Score -2089512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2089513.750000 Penalty: 4853.241211
	Iteration 73Q: 3 clusters Score -2089514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2089516.000000 Penalty: 4853.241211
	Iteration 74Q: 3 clusters Score -2089516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2089519.125000 Penalty: 4853.241211
	Iteration 75Q: 3 clusters Score -2089519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2089516.750000 Penalty: 4853.241211
	Iteration 76Q: 3 clusters Score -2089517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2089517.375000 Penalty: 4853.241211
	Iteration 77Q: 3 clusters Score -2089517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2089517.375000 Penalty: 4853.241211
	Iteration 78F: 3 clusters Score -2089517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Entering Unmasked Estep 
Score: -515334.625000 Penalty: 2081.573730
	Iteration 0F: 2 clusters Score -515334.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -511209.343750 Penalty: 4163.147461
	Iteration 0F: 3 clusters Score -511209.3 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -512129.625000 Penalty: 4163.147461
	Iteration 1F: 3 clusters Score -512129.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -512323.312500 Penalty: 4163.147461
	Iteration 2F: 3 clusters Score -512323.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -512457.500000 Penalty: 4163.147461
	Iteration 3Q: 3 clusters Score -512457.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -512539.625000 Penalty: 4163.147461
	Iteration 4Q: 3 clusters Score -512539.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -512601.656250 Penalty: 4163.147461
	Iteration 5Q: 3 clusters Score -512601.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -512659.281250 Penalty: 4163.147461
	Iteration 6Q: 3 clusters Score -512659.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -512708.218750 Penalty: 4163.147461
	Iteration 7Q: 3 clusters Score -512708.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -512750.375000 Penalty: 4163.147461
	Iteration 8Q: 3 clusters Score -512750.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -512807.437500 Penalty: 4163.147461
	Iteration 9Q: 3 clusters Score -512807.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -512871.468750 Penalty: 4163.147461
	Iteration 10Q: 3 clusters Score -512871.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -512937.187500 Penalty: 4163.147461
	Iteration 11Q: 3 clusters Score -512937.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -512999.750000 Penalty: 4163.147461
	Iteration 12Q: 3 clusters Score -512999.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -513052.156250 Penalty: 4163.147461
	Iteration 13Q: 3 clusters Score -513052.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -513113.156250 Penalty: 4163.147461
	Iteration 14Q: 3 clusters Score -513113.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -513170.937500 Penalty: 4163.147461
	Iteration 15Q: 3 clusters Score -513170.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -513223.562500 Penalty: 4163.147461
	Iteration 16Q: 3 clusters Score -513223.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -513271.531250 Penalty: 4163.147461
	Iteration 17Q: 3 clusters Score -513271.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -513317.875000 Penalty: 4163.147461
	Iteration 18Q: 3 clusters Score -513317.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -513367.437500 Penalty: 4163.147461
	Iteration 19Q: 3 clusters Score -513367.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -513403.968750 Penalty: 4163.147461
	Iteration 20F: 3 clusters Score -513404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -513441.406250 Penalty: 4163.147461
	Iteration 21Q: 3 clusters Score -513441.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -513469.375000 Penalty: 4163.147461
	Iteration 22Q: 3 clusters Score -513469.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -513492.906250 Penalty: 4163.147461
	Iteration 23Q: 3 clusters Score -513492.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -513512.593750 Penalty: 4163.147461
	Iteration 24Q: 3 clusters Score -513512.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -513531.218750 Penalty: 4163.147461
	Iteration 25Q: 3 clusters Score -513531.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -513546.125000 Penalty: 4163.147461
	Iteration 26Q: 3 clusters Score -513546.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -513561.937500 Penalty: 4163.147461
	Iteration 27Q: 3 clusters Score -513561.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -513573.468750 Penalty: 4163.147461
	Iteration 28Q: 3 clusters Score -513573.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -513580.375000 Penalty: 4163.147461
	Iteration 29Q: 3 clusters Score -513580.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -513586.687500 Penalty: 4163.147461
	Iteration 30Q: 3 clusters Score -513586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -513594.312500 Penalty: 4163.147461
	Iteration 31Q: 3 clusters Score -513594.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -513599.343750 Penalty: 4163.147461
	Iteration 32Q: 3 clusters Score -513599.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -513605.156250 Penalty: 4163.147461
	Iteration 33Q: 3 clusters Score -513605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -513612.843750 Penalty: 4163.147461
	Iteration 34Q: 3 clusters Score -513612.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -513619.062500 Penalty: 4163.147461
	Iteration 35Q: 3 clusters Score -513619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -513622.343750 Penalty: 4163.147461
	Iteration 36Q: 3 clusters Score -513622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -513622.656250 Penalty: 4163.147461
	Iteration 37Q: 3 clusters Score -513622.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -513623.593750 Penalty: 4163.147461
	Iteration 38Q: 3 clusters Score -513623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -513625.718750 Penalty: 4163.147461
	Iteration 39Q: 3 clusters Score -513625.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -513626.968750 Penalty: 4163.147461
	Iteration 40F: 3 clusters Score -513627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -513628.500000 Penalty: 4163.147461
	Iteration 41Q: 3 clusters Score -513628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -513630.312500 Penalty: 4163.147461
	Iteration 42Q: 3 clusters Score -513630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -513632.593750 Penalty: 4163.147461
	Iteration 43Q: 3 clusters Score -513632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -513635.125000 Penalty: 4163.147461
	Iteration 44Q: 3 clusters Score -513635.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -513635.125000 Penalty: 4163.147461
	Iteration 45F: 3 clusters Score -513635.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (155810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155810 members 
Entering Unmasked Estep 
Score: -18580392.000000 Penalty: 2965.185303
	Iteration 0F: 2 clusters Score -1.858039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 78148 members 
Entering Unmasked Estep 
Score: -18476384.000000 Penalty: 5930.370605
	Iteration 0F: 3 clusters Score -1.847638e+07 nChanged 74651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -18519982.000000 Penalty: 5930.370605
	Iteration 1F: 3 clusters Score -1.851998e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 80246 members 
Entering Unmasked Estep 
Score: -18521018.000000 Penalty: 5930.370605
	Iteration 2Q: 3 clusters Score -1.852102e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 81522 members 
Entering Unmasked Estep 
Score: -18522286.000000 Penalty: 5930.370605
	Iteration 3Q: 3 clusters Score -1.852229e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 83440 members 
Entering Unmasked Estep 
Score: -18523970.000000 Penalty: 5930.370605
	Iteration 4Q: 3 clusters Score -1.852397e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 86089 members 
Entering Unmasked Estep 
Score: -18526148.000000 Penalty: 5930.370605
	Iteration 5Q: 3 clusters Score -1.852615e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -18529144.000000 Penalty: 5930.370605
	Iteration 6Q: 3 clusters Score -1.852914e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -18533096.000000 Penalty: 5930.370605
	Iteration 7Q: 3 clusters Score -1.85331e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -18538396.000000 Penalty: 5930.370605
	Iteration 8F: 3 clusters Score -1.85384e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 109100 members 
Entering Unmasked Estep 
Score: -18544632.000000 Penalty: 5930.370605
	Iteration 9F: 3 clusters Score -1.854463e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 117541 members 
Entering Unmasked Estep 
Score: -18550964.000000 Penalty: 5930.370605
	Iteration 10F: 3 clusters Score -1.855096e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 126307 members 
Entering Unmasked Estep 
Score: -18557318.000000 Penalty: 5930.370605
	Iteration 11F: 3 clusters Score -1.855732e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 134768 members 
Entering Unmasked Estep 
Score: -18563356.000000 Penalty: 5930.370605
	Iteration 12F: 3 clusters Score -1.856336e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 142057 members 
Entering Unmasked Estep 
Score: -18568770.000000 Penalty: 5930.370605
	Iteration 13Q: 3 clusters Score -1.856877e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 147572 members 
Entering Unmasked Estep 
Score: -18572880.000000 Penalty: 5930.370605
	Iteration 14Q: 3 clusters Score -1.857288e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 150961 members 
Entering Unmasked Estep 
Score: -18575230.000000 Penalty: 5930.370605
	Iteration 15Q: 3 clusters Score -1.857523e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 152907 members 
Entering Unmasked Estep 
Score: -18576498.000000 Penalty: 5930.370605
	Iteration 16Q: 3 clusters Score -1.85765e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 153904 members 
Entering Unmasked Estep 
Score: -18577112.000000 Penalty: 5930.370605
	Iteration 17Q: 3 clusters Score -1.857711e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 154465 members 
Entering Unmasked Estep 
Score: -18577470.000000 Penalty: 5930.370605
	Iteration 18Q: 3 clusters Score -1.857747e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 154783 members 
Entering Unmasked Estep 
Score: -18577624.000000 Penalty: 5930.370605
	Iteration 19Q: 3 clusters Score -1.857762e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 154925 members 
Entering Unmasked Estep 
Score: -18577756.000000 Penalty: 5930.370605
	Iteration 20F: 3 clusters Score -1.857776e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 155027 members 
Entering Unmasked Estep 
Score: -18577828.000000 Penalty: 5930.370605
	Iteration 21Q: 3 clusters Score -1.857783e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 155082 members 
Entering Unmasked Estep 
Score: -18577850.000000 Penalty: 5930.370605
	Iteration 22Q: 3 clusters Score -1.857785e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 155113 members 
Entering Unmasked Estep 
Score: -18577904.000000 Penalty: 5930.370605
	Iteration 23Q: 3 clusters Score -1.85779e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 155143 members 
Entering Unmasked Estep 
Score: -18577908.000000 Penalty: 5930.370605
	Iteration 24Q: 3 clusters Score -1.857791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 155165 members 
Entering Unmasked Estep 
Score: -18577938.000000 Penalty: 5930.370605
	Iteration 25Q: 3 clusters Score -1.857794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 155177 members 
Entering Unmasked Estep 
Score: -18577928.000000 Penalty: 5930.370605
	Iteration 26Q: 3 clusters Score -1.857793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -18577954.000000 Penalty: 5930.370605
	Iteration 27Q: 3 clusters Score -1.857795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 155194 members 
Entering Unmasked Estep 
Score: -18577964.000000 Penalty: 5930.370605
	Iteration 28Q: 3 clusters Score -1.857796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -18577958.000000 Penalty: 5930.370605
	Iteration 29Q: 3 clusters Score -1.857796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -18577960.000000 Penalty: 5930.370605
	Iteration 30Q: 3 clusters Score -1.857796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 155198 members 
Entering Unmasked Estep 
Score: -18577964.000000 Penalty: 5930.370605
	Iteration 31Q: 3 clusters Score -1.857796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 155202 members 
Entering Unmasked Estep 
Score: -18577964.000000 Penalty: 5930.370605
	Iteration 32Q: 3 clusters Score -1.857796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 155205 members 
Entering Unmasked Estep 
Score: -18577966.000000 Penalty: 5930.370605
	Iteration 33Q: 3 clusters Score -1.857797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 155206 members 
Entering Unmasked Estep 
Score: -18577978.000000 Penalty: 5930.370605
	Iteration 34Q: 3 clusters Score -1.857798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 155207 members 
Entering Unmasked Estep 
Score: -18577970.000000 Penalty: 5930.370605
	Iteration 35Q: 3 clusters Score -1.857797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 155208 members 
Entering Unmasked Estep 
Score: -18577974.000000 Penalty: 5930.370605
	Iteration 36Q: 3 clusters Score -1.857797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 155211 members 
Entering Unmasked Estep 
Score: -18577978.000000 Penalty: 5930.370605
	Iteration 37Q: 3 clusters Score -1.857798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 155212 members 
Entering Unmasked Estep 
Score: -18577982.000000 Penalty: 5930.370605
	Iteration 38Q: 3 clusters Score -1.857798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 155212 members 
Entering Unmasked Estep 
Score: -18577982.000000 Penalty: 5930.370605
	Iteration 39F: 3 clusters Score -1.857798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Entering Unmasked Estep 
Score: -485071.593750 Penalty: 2070.143555
	Iteration 0F: 2 clusters Score -485071.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -481011.437500 Penalty: 4140.287109
	Iteration 0F: 3 clusters Score -481011.4 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -481913.750000 Penalty: 4140.287109
	Iteration 1F: 3 clusters Score -481913.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -482085.968750 Penalty: 4140.287109
	Iteration 2F: 3 clusters Score -482086 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -482205.593750 Penalty: 4140.287109
	Iteration 3Q: 3 clusters Score -482205.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -482294.187500 Penalty: 4140.287109
	Iteration 4Q: 3 clusters Score -482294.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -482346.218750 Penalty: 4140.287109
	Iteration 5Q: 3 clusters Score -482346.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -482381.500000 Penalty: 4140.287109
	Iteration 6Q: 3 clusters Score -482381.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -482408.000000 Penalty: 4140.287109
	Iteration 7Q: 3 clusters Score -482408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -482427.375000 Penalty: 4140.287109
	Iteration 8Q: 3 clusters Score -482427.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -482443.937500 Penalty: 4140.287109
	Iteration 9Q: 3 clusters Score -482443.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -482459.468750 Penalty: 4140.287109
	Iteration 10Q: 3 clusters Score -482459.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -482475.281250 Penalty: 4140.287109
	Iteration 11Q: 3 clusters Score -482475.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -482490.843750 Penalty: 4140.287109
	Iteration 12Q: 3 clusters Score -482490.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -482503.031250 Penalty: 4140.287109
	Iteration 13Q: 3 clusters Score -482503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -482519.531250 Penalty: 4140.287109
	Iteration 14Q: 3 clusters Score -482519.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -482537.187500 Penalty: 4140.287109
	Iteration 15Q: 3 clusters Score -482537.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -482554.062500 Penalty: 4140.287109
	Iteration 16Q: 3 clusters Score -482554.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -482570.093750 Penalty: 4140.287109
	Iteration 17Q: 3 clusters Score -482570.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -482583.656250 Penalty: 4140.287109
	Iteration 18Q: 3 clusters Score -482583.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -482594.937500 Penalty: 4140.287109
	Iteration 19Q: 3 clusters Score -482594.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -482601.593750 Penalty: 4140.287109
	Iteration 20F: 3 clusters Score -482601.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -482607.062500 Penalty: 4140.287109
	Iteration 21Q: 3 clusters Score -482607.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -482612.781250 Penalty: 4140.287109
	Iteration 22Q: 3 clusters Score -482612.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -482615.187500 Penalty: 4140.287109
	Iteration 23Q: 3 clusters Score -482615.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -482618.406250 Penalty: 4140.287109
	Iteration 24Q: 3 clusters Score -482618.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -482623.312500 Penalty: 4140.287109
	Iteration 25Q: 3 clusters Score -482623.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -482627.218750 Penalty: 4140.287109
	Iteration 26Q: 3 clusters Score -482627.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -482631.625000 Penalty: 4140.287109
	Iteration 27Q: 3 clusters Score -482631.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -482634.093750 Penalty: 4140.287109
	Iteration 28Q: 3 clusters Score -482634.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -482637.093750 Penalty: 4140.287109
	Iteration 29Q: 3 clusters Score -482637.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -482641.968750 Penalty: 4140.287109
	Iteration 30Q: 3 clusters Score -482642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -482645.531250 Penalty: 4140.287109
	Iteration 31Q: 3 clusters Score -482645.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -482649.437500 Penalty: 4140.287109
	Iteration 32Q: 3 clusters Score -482649.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -482653.250000 Penalty: 4140.287109
	Iteration 33Q: 3 clusters Score -482653.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -482658.468750 Penalty: 4140.287109
	Iteration 34Q: 3 clusters Score -482658.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -482665.250000 Penalty: 4140.287109
	Iteration 35Q: 3 clusters Score -482665.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -482669.031250 Penalty: 4140.287109
	Iteration 36Q: 3 clusters Score -482669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -482673.562500 Penalty: 4140.287109
	Iteration 37Q: 3 clusters Score -482673.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -482676.843750 Penalty: 4140.287109
	Iteration 38Q: 3 clusters Score -482676.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -482680.937500 Penalty: 4140.287109
	Iteration 39Q: 3 clusters Score -482680.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -482686.062500 Penalty: 4140.287109
	Iteration 40F: 3 clusters Score -482686.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -482694.750000 Penalty: 4140.287109
	Iteration 41Q: 3 clusters Score -482694.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -482700.500000 Penalty: 4140.287109
	Iteration 42Q: 3 clusters Score -482700.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -482707.312500 Penalty: 4140.287109
	Iteration 43Q: 3 clusters Score -482707.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -482716.781250 Penalty: 4140.287109
	Iteration 44Q: 3 clusters Score -482716.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -482729.156250 Penalty: 4140.287109
	Iteration 45Q: 3 clusters Score -482729.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -482746.500000 Penalty: 4140.287109
	Iteration 46Q: 3 clusters Score -482746.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -482769.281250 Penalty: 4140.287109
	Iteration 47Q: 3 clusters Score -482769.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -482795.937500 Penalty: 4140.287109
	Iteration 48Q: 3 clusters Score -482795.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -482824.125000 Penalty: 4140.287109
	Iteration 49Q: 3 clusters Score -482824.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -482864.750000 Penalty: 4140.287109
	Iteration 50Q: 3 clusters Score -482864.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -482908.125000 Penalty: 4140.287109
	Iteration 51Q: 3 clusters Score -482908.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -482936.125000 Penalty: 4140.287109
	Iteration 52Q: 3 clusters Score -482936.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -482958.125000 Penalty: 4140.287109
	Iteration 53Q: 3 clusters Score -482958.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -482974.750000 Penalty: 4140.287109
	Iteration 54Q: 3 clusters Score -482974.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -482989.687500 Penalty: 4140.287109
	Iteration 55Q: 3 clusters Score -482989.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -483004.281250 Penalty: 4140.287109
	Iteration 56Q: 3 clusters Score -483004.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -483020.875000 Penalty: 4140.287109
	Iteration 57Q: 3 clusters Score -483020.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -483032.125000 Penalty: 4140.287109
	Iteration 58Q: 3 clusters Score -483032.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -483055.875000 Penalty: 4140.287109
	Iteration 59Q: 3 clusters Score -483055.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -483070.625000 Penalty: 4140.287109
	Iteration 60F: 3 clusters Score -483070.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -483082.437500 Penalty: 4140.287109
	Iteration 61Q: 3 clusters Score -483082.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -483088.937500 Penalty: 4140.287109
	Iteration 62Q: 3 clusters Score -483088.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -483097.062500 Penalty: 4140.287109
	Iteration 63Q: 3 clusters Score -483097.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -483101.500000 Penalty: 4140.287109
	Iteration 64Q: 3 clusters Score -483101.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -483106.500000 Penalty: 4140.287109
	Iteration 65Q: 3 clusters Score -483106.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -483111.187500 Penalty: 4140.287109
	Iteration 66Q: 3 clusters Score -483111.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -483113.218750 Penalty: 4140.287109
	Iteration 67Q: 3 clusters Score -483113.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -483118.250000 Penalty: 4140.287109
	Iteration 68Q: 3 clusters Score -483118.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -483122.156250 Penalty: 4140.287109
	Iteration 69Q: 3 clusters Score -483122.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -483126.468750 Penalty: 4140.287109
	Iteration 70Q: 3 clusters Score -483126.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -483132.531250 Penalty: 4140.287109
	Iteration 71Q: 3 clusters Score -483132.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -483135.281250 Penalty: 4140.287109
	Iteration 72Q: 3 clusters Score -483135.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -483142.031250 Penalty: 4140.287109
	Iteration 73Q: 3 clusters Score -483142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -483150.218750 Penalty: 4140.287109
	Iteration 74Q: 3 clusters Score -483150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -483153.281250 Penalty: 4140.287109
	Iteration 75Q: 3 clusters Score -483153.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -483159.875000 Penalty: 4140.287109
	Iteration 76Q: 3 clusters Score -483159.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -483168.156250 Penalty: 4140.287109
	Iteration 77Q: 3 clusters Score -483168.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -483174.625000 Penalty: 4140.287109
	Iteration 78Q: 3 clusters Score -483174.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -483180.500000 Penalty: 4140.287109
	Iteration 79Q: 3 clusters Score -483180.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -483184.968750 Penalty: 4140.287109
	Iteration 80F: 3 clusters Score -483185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -483187.468750 Penalty: 4140.287109
	Iteration 81Q: 3 clusters Score -483187.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -483190.500000 Penalty: 4140.287109
	Iteration 82Q: 3 clusters Score -483190.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -483196.031250 Penalty: 4140.287109
	Iteration 83Q: 3 clusters Score -483196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -483206.093750 Penalty: 4140.287109
	Iteration 84Q: 3 clusters Score -483206.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -483214.718750 Penalty: 4140.287109
	Iteration 85Q: 3 clusters Score -483214.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -483220.906250 Penalty: 4140.287109
	Iteration 86Q: 3 clusters Score -483220.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -483222.437500 Penalty: 4140.287109
	Iteration 87Q: 3 clusters Score -483222.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -483223.875000 Penalty: 4140.287109
	Iteration 88Q: 3 clusters Score -483223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -483224.843750 Penalty: 4140.287109
	Iteration 89Q: 3 clusters Score -483224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -483227.312500 Penalty: 4140.287109
	Iteration 90Q: 3 clusters Score -483227.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -483229.531250 Penalty: 4140.287109
	Iteration 91Q: 3 clusters Score -483229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -483230.593750 Penalty: 4140.287109
	Iteration 92Q: 3 clusters Score -483230.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -483234.500000 Penalty: 4140.287109
	Iteration 93Q: 3 clusters Score -483234.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -483234.656250 Penalty: 4140.287109
	Iteration 94Q: 3 clusters Score -483234.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -483234.656250 Penalty: 4140.287109
	Iteration 95F: 3 clusters Score -483234.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Entering Unmasked Estep 
Score: -1935952.125000 Penalty: 2405.180176
	Iteration 0F: 2 clusters Score -1935952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1924230.875000 Penalty: 4810.360352
	Iteration 0F: 3 clusters Score -1924231 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1928038.375000 Penalty: 4810.360352
	Iteration 1F: 3 clusters Score -1928038 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1928510.875000 Penalty: 4810.360352
	Iteration 2F: 3 clusters Score -1928511 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1929032.375000 Penalty: 4810.360352
	Iteration 3F: 3 clusters Score -1929032 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1929701.125000 Penalty: 4810.360352
	Iteration 4F: 3 clusters Score -1929701 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1930540.375000 Penalty: 4810.360352
	Iteration 5F: 3 clusters Score -1930540 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1931410.875000 Penalty: 4810.360352
	Iteration 6F: 3 clusters Score -1931411 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1932224.125000 Penalty: 4810.360352
	Iteration 7F: 3 clusters Score -1932224 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1932812.125000 Penalty: 4810.360352
	Iteration 8Q: 3 clusters Score -1932812 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1933249.625000 Penalty: 4810.360352
	Iteration 9Q: 3 clusters Score -1933250 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1933546.250000 Penalty: 4810.360352
	Iteration 10Q: 3 clusters Score -1933546 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1933724.500000 Penalty: 4810.360352
	Iteration 11Q: 3 clusters Score -1933724 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1933851.875000 Penalty: 4810.360352
	Iteration 12Q: 3 clusters Score -1933852 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1933928.500000 Penalty: 4810.360352
	Iteration 13Q: 3 clusters Score -1933928 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1933992.750000 Penalty: 4810.360352
	Iteration 14Q: 3 clusters Score -1933993 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1934019.750000 Penalty: 4810.360352
	Iteration 15Q: 3 clusters Score -1934020 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1934054.625000 Penalty: 4810.360352
	Iteration 16Q: 3 clusters Score -1934055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1934070.000000 Penalty: 4810.360352
	Iteration 17Q: 3 clusters Score -1934070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1934081.750000 Penalty: 4810.360352
	Iteration 18Q: 3 clusters Score -1934082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1934095.750000 Penalty: 4810.360352
	Iteration 19Q: 3 clusters Score -1934096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1934104.625000 Penalty: 4810.360352
	Iteration 20F: 3 clusters Score -1934105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1934115.500000 Penalty: 4810.360352
	Iteration 21Q: 3 clusters Score -1934116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1934122.500000 Penalty: 4810.360352
	Iteration 22Q: 3 clusters Score -1934122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1934125.250000 Penalty: 4810.360352
	Iteration 23Q: 3 clusters Score -1934125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1934131.875000 Penalty: 4810.360352
	Iteration 24Q: 3 clusters Score -1934132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1934143.250000 Penalty: 4810.360352
	Iteration 25Q: 3 clusters Score -1934143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1934146.875000 Penalty: 4810.360352
	Iteration 26Q: 3 clusters Score -1934147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1934149.375000 Penalty: 4810.360352
	Iteration 27Q: 3 clusters Score -1934149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1934148.875000 Penalty: 4810.360352
	Iteration 28Q: 3 clusters Score -1934149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1934154.500000 Penalty: 4810.360352
	Iteration 29Q: 3 clusters Score -1934154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1934159.875000 Penalty: 4810.360352
	Iteration 30Q: 3 clusters Score -1934160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1934160.375000 Penalty: 4810.360352
	Iteration 31Q: 3 clusters Score -1934160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1934164.000000 Penalty: 4810.360352
	Iteration 32Q: 3 clusters Score -1934164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1934166.000000 Penalty: 4810.360352
	Iteration 33Q: 3 clusters Score -1934166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1934169.000000 Penalty: 4810.360352
	Iteration 34Q: 3 clusters Score -1934169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1934168.125000 Penalty: 4810.360352
	Iteration 35Q: 3 clusters Score -1934168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1934169.625000 Penalty: 4810.360352
	Iteration 36Q: 3 clusters Score -1934170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1934170.125000 Penalty: 4810.360352
	Iteration 37Q: 3 clusters Score -1934170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1934170.125000 Penalty: 4810.360352
	Iteration 38Q: 3 clusters Score -1934170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1934170.250000 Penalty: 4810.360352
	Iteration 39Q: 3 clusters Score -1934170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1934171.000000 Penalty: 4810.360352
	Iteration 40F: 3 clusters Score -1934171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1934173.625000 Penalty: 4810.360352
	Iteration 41Q: 3 clusters Score -1934174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1934177.375000 Penalty: 4810.360352
	Iteration 42Q: 3 clusters Score -1934177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1934177.500000 Penalty: 4810.360352
	Iteration 43Q: 3 clusters Score -1934178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1934178.750000 Penalty: 4810.360352
	Iteration 44Q: 3 clusters Score -1934179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1934178.750000 Penalty: 4810.360352
	Iteration 45F: 3 clusters Score -1934179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -75585.312500 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -75585.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73914.476562 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -73914.48 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74331.960938 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -74331.96 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -74512.742188 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -74512.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74638.867188 Penalty: 3322.952393
	Iteration 3Q: 3 clusters Score -74638.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -74687.953125 Penalty: 3322.952393
	Iteration 4Q: 3 clusters Score -74687.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74730.851562 Penalty: 3322.952393
	Iteration 5Q: 3 clusters Score -74730.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74749.007812 Penalty: 3322.952393
	Iteration 6Q: 3 clusters Score -74749.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -74762.062500 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -74762.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -74765.953125 Penalty: 3322.952393
	Iteration 8Q: 3 clusters Score -74765.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -74767.257812 Penalty: 3322.952393
	Iteration 9Q: 3 clusters Score -74767.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -74773.132812 Penalty: 3322.952393
	Iteration 10Q: 3 clusters Score -74773.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74775.070312 Penalty: 3322.952393
	Iteration 11Q: 3 clusters Score -74775.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74775.070312 Penalty: 3322.952393
	Iteration 12F: 3 clusters Score -74775.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Entering Unmasked Estep 
Score: -2432297.750000 Penalty: 2465.170898
	Iteration 0F: 2 clusters Score -2432298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2417741.750000 Penalty: 4930.341797
	Iteration 0F: 3 clusters Score -2417742 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2422473.000000 Penalty: 4930.341797
	Iteration 1F: 3 clusters Score -2422473 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2422873.250000 Penalty: 4930.341797
	Iteration 2F: 3 clusters Score -2422873 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2423192.250000 Penalty: 4930.341797
	Iteration 3Q: 3 clusters Score -2423192 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2423489.500000 Penalty: 4930.341797
	Iteration 4Q: 3 clusters Score -2423490 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2423813.500000 Penalty: 4930.341797
	Iteration 5Q: 3 clusters Score -2423814 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2424184.000000 Penalty: 4930.341797
	Iteration 6Q: 3 clusters Score -2424184 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2424617.500000 Penalty: 4930.341797
	Iteration 7Q: 3 clusters Score -2424618 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2425171.250000 Penalty: 4930.341797
	Iteration 8F: 3 clusters Score -2425171 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2425811.750000 Penalty: 4930.341797
	Iteration 9F: 3 clusters Score -2425812 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2426550.000000 Penalty: 4930.341797
	Iteration 10F: 3 clusters Score -2426550 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2427387.500000 Penalty: 4930.341797
	Iteration 11F: 3 clusters Score -2427388 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2428195.500000 Penalty: 4930.341797
	Iteration 12F: 3 clusters Score -2428196 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2428824.250000 Penalty: 4930.341797
	Iteration 13Q: 3 clusters Score -2428824 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2429273.500000 Penalty: 4930.341797
	Iteration 14Q: 3 clusters Score -2429274 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2429659.000000 Penalty: 4930.341797
	Iteration 15Q: 3 clusters Score -2429659 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2429925.000000 Penalty: 4930.341797
	Iteration 16Q: 3 clusters Score -2429925 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2430080.500000 Penalty: 4930.341797
	Iteration 17Q: 3 clusters Score -2430080 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2430163.750000 Penalty: 4930.341797
	Iteration 18Q: 3 clusters Score -2430164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2430212.250000 Penalty: 4930.341797
	Iteration 19Q: 3 clusters Score -2430212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2430245.250000 Penalty: 4930.341797
	Iteration 20F: 3 clusters Score -2430245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2430267.250000 Penalty: 4930.341797
	Iteration 21Q: 3 clusters Score -2430267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2430284.000000 Penalty: 4930.341797
	Iteration 22Q: 3 clusters Score -2430284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2430285.000000 Penalty: 4930.341797
	Iteration 23Q: 3 clusters Score -2430285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2430296.750000 Penalty: 4930.341797
	Iteration 24Q: 3 clusters Score -2430297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2430298.000000 Penalty: 4930.341797
	Iteration 25Q: 3 clusters Score -2430298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2430304.500000 Penalty: 4930.341797
	Iteration 26Q: 3 clusters Score -2430304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2430310.250000 Penalty: 4930.341797
	Iteration 27Q: 3 clusters Score -2430310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2430315.000000 Penalty: 4930.341797
	Iteration 28Q: 3 clusters Score -2430315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2430322.250000 Penalty: 4930.341797
	Iteration 29Q: 3 clusters Score -2430322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2430328.000000 Penalty: 4930.341797
	Iteration 30Q: 3 clusters Score -2430328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2430328.750000 Penalty: 4930.341797
	Iteration 31Q: 3 clusters Score -2430329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2430328.750000 Penalty: 4930.341797
	Iteration 32Q: 3 clusters Score -2430329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2430328.250000 Penalty: 4930.341797
	Iteration 33Q: 3 clusters Score -2430328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2430327.750000 Penalty: 4930.341797
	Iteration 34Q: 3 clusters Score -2430328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2430332.250000 Penalty: 4930.341797
	Iteration 35Q: 3 clusters Score -2430332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2430335.750000 Penalty: 4930.341797
	Iteration 36Q: 3 clusters Score -2430336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2430335.750000 Penalty: 4930.341797
	Iteration 37Q: 3 clusters Score -2430336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2430336.500000 Penalty: 4930.341797
	Iteration 38Q: 3 clusters Score -2430336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2430338.500000 Penalty: 4930.341797
	Iteration 39Q: 3 clusters Score -2430338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2430337.250000 Penalty: 4930.341797
	Iteration 40F: 3 clusters Score -2430337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2430338.000000 Penalty: 4930.341797
	Iteration 41Q: 3 clusters Score -2430338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2430349.500000 Penalty: 4930.341797
	Iteration 42Q: 3 clusters Score -2430350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2430347.250000 Penalty: 4930.341797
	Iteration 43Q: 3 clusters Score -2430347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2430349.500000 Penalty: 4930.341797
	Iteration 44Q: 3 clusters Score -2430350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2430352.250000 Penalty: 4930.341797
	Iteration 45Q: 3 clusters Score -2430352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2430353.750000 Penalty: 4930.341797
	Iteration 46Q: 3 clusters Score -2430354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2430353.750000 Penalty: 4930.341797
	Iteration 47F: 3 clusters Score -2430354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (112326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112326 members 
Entering Unmasked Estep 
Score: -13205211.000000 Penalty: 2884.031982
	Iteration 0F: 2 clusters Score -1.320521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -13130263.000000 Penalty: 5768.063965
	Iteration 0F: 3 clusters Score -1.313026e+07 nChanged 53341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -13160700.000000 Penalty: 5768.063965
	Iteration 1F: 3 clusters Score -1.31607e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -13161608.000000 Penalty: 5768.063965
	Iteration 2Q: 3 clusters Score -1.316161e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -13162555.000000 Penalty: 5768.063965
	Iteration 3Q: 3 clusters Score -1.316256e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -13163599.000000 Penalty: 5768.063965
	Iteration 4Q: 3 clusters Score -1.31636e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -13165108.000000 Penalty: 5768.063965
	Iteration 5Q: 3 clusters Score -1.316511e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -13167238.000000 Penalty: 5768.063965
	Iteration 6Q: 3 clusters Score -1.316724e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -13170152.000000 Penalty: 5768.063965
	Iteration 7Q: 3 clusters Score -1.317015e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -13174487.000000 Penalty: 5768.063965
	Iteration 8F: 3 clusters Score -1.317449e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -13180726.000000 Penalty: 5768.063965
	Iteration 9F: 3 clusters Score -1.318073e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 95381 members 
Entering Unmasked Estep 
Score: -13188244.000000 Penalty: 5768.063965
	Iteration 10F: 3 clusters Score -1.318824e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 102764 members 
Entering Unmasked Estep 
Score: -13194829.000000 Penalty: 5768.063965
	Iteration 11F: 3 clusters Score -1.319483e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 107646 members 
Entering Unmasked Estep 
Score: -13199136.000000 Penalty: 5768.063965
	Iteration 12Q: 3 clusters Score -1.319914e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 110108 members 
Entering Unmasked Estep 
Score: -13201101.000000 Penalty: 5768.063965
	Iteration 13Q: 3 clusters Score -1.32011e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 111172 members 
Entering Unmasked Estep 
Score: -13201936.000000 Penalty: 5768.063965
	Iteration 14Q: 3 clusters Score -1.320194e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 111613 members 
Entering Unmasked Estep 
Score: -13202341.000000 Penalty: 5768.063965
	Iteration 15Q: 3 clusters Score -1.320234e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 111796 members 
Entering Unmasked Estep 
Score: -13202505.000000 Penalty: 5768.063965
	Iteration 16Q: 3 clusters Score -1.32025e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 111887 members 
Entering Unmasked Estep 
Score: -13202582.000000 Penalty: 5768.063965
	Iteration 17Q: 3 clusters Score -1.320258e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 111930 members 
Entering Unmasked Estep 
Score: -13202612.000000 Penalty: 5768.063965
	Iteration 18Q: 3 clusters Score -1.320261e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 111957 members 
Entering Unmasked Estep 
Score: -13202665.000000 Penalty: 5768.063965
	Iteration 19Q: 3 clusters Score -1.320266e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 111973 members 
Entering Unmasked Estep 
Score: -13202666.000000 Penalty: 5768.063965
	Iteration 20F: 3 clusters Score -1.320267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 111982 members 
Entering Unmasked Estep 
Score: -13202689.000000 Penalty: 5768.063965
	Iteration 21Q: 3 clusters Score -1.320269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 111993 members 
Entering Unmasked Estep 
Score: -13202707.000000 Penalty: 5768.063965
	Iteration 22Q: 3 clusters Score -1.320271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 112006 members 
Entering Unmasked Estep 
Score: -13202708.000000 Penalty: 5768.063965
	Iteration 23Q: 3 clusters Score -1.320271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 112012 members 
Entering Unmasked Estep 
Score: -13202730.000000 Penalty: 5768.063965
	Iteration 24Q: 3 clusters Score -1.320273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 112020 members 
Entering Unmasked Estep 
Score: -13202731.000000 Penalty: 5768.063965
	Iteration 25Q: 3 clusters Score -1.320273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 112021 members 
Entering Unmasked Estep 
Score: -13202726.000000 Penalty: 5768.063965
	Iteration 26Q: 3 clusters Score -1.320273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 112020 members 
Entering Unmasked Estep 
Score: -13202732.000000 Penalty: 5768.063965
	Iteration 27Q: 3 clusters Score -1.320273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 112021 members 
Entering Unmasked Estep 
Score: -13202721.000000 Penalty: 5768.063965
	Iteration 28Q: 3 clusters Score -1.320272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 112023 members 
Entering Unmasked Estep 
Score: -13202731.000000 Penalty: 5768.063965
	Iteration 29Q: 3 clusters Score -1.320273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 112024 members 
Entering Unmasked Estep 
Score: -13202741.000000 Penalty: 5768.063965
	Iteration 30Q: 3 clusters Score -1.320274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 112026 members 
Entering Unmasked Estep 
Score: -13202741.000000 Penalty: 5768.063965
	Iteration 31Q: 3 clusters Score -1.320274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 112028 members 
Entering Unmasked Estep 
Score: -13202743.000000 Penalty: 5768.063965
	Iteration 32Q: 3 clusters Score -1.320274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 112029 members 
Entering Unmasked Estep 
Score: -13202747.000000 Penalty: 5768.063965
	Iteration 33Q: 3 clusters Score -1.320275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 112032 members 
Entering Unmasked Estep 
Score: -13202756.000000 Penalty: 5768.063965
	Iteration 34Q: 3 clusters Score -1.320276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 112034 members 
Entering Unmasked Estep 
Score: -13202753.000000 Penalty: 5768.063965
	Iteration 35Q: 3 clusters Score -1.320275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 112035 members 
Entering Unmasked Estep 
Score: -13202755.000000 Penalty: 5768.063965
	Iteration 36Q: 3 clusters Score -1.320276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 112035 members 
Entering Unmasked Estep 
Score: -13202755.000000 Penalty: 5768.063965
	Iteration 37F: 3 clusters Score -1.320276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (131644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131644 members 
Entering Unmasked Estep 
Score: -15847736.000000 Penalty: 2923.388672
	Iteration 0F: 2 clusters Score -1.584774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -15759921.000000 Penalty: 5846.777344
	Iteration 0F: 3 clusters Score -1.575992e+07 nChanged 62587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 65299 members 
Entering Unmasked Estep 
Score: -15795678.000000 Penalty: 5846.777344
	Iteration 1F: 3 clusters Score -1.579568e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -15796200.000000 Penalty: 5846.777344
	Iteration 2Q: 3 clusters Score -1.57962e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -15796745.000000 Penalty: 5846.777344
	Iteration 3Q: 3 clusters Score -1.579674e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -15797451.000000 Penalty: 5846.777344
	Iteration 4Q: 3 clusters Score -1.579745e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -15798453.000000 Penalty: 5846.777344
	Iteration 5Q: 3 clusters Score -1.579845e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 59195 members 
Entering Unmasked Estep 
Score: -15799703.000000 Penalty: 5846.777344
	Iteration 6Q: 3 clusters Score -1.57997e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75805 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -15801351.000000 Penalty: 5846.777344
	Iteration 7Q: 3 clusters Score -1.580135e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -15804333.000000 Penalty: 5846.777344
	Iteration 8Q: 3 clusters Score -1.580433e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -15809073.000000 Penalty: 5846.777344
	Iteration 9F: 3 clusters Score -1.580907e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -15815585.000000 Penalty: 5846.777344
	Iteration 10F: 3 clusters Score -1.581558e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -15822880.000000 Penalty: 5846.777344
	Iteration 11F: 3 clusters Score -1.582288e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106796 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -15829170.000000 Penalty: 5846.777344
	Iteration 12F: 3 clusters Score -1.582917e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110502 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -15833125.000000 Penalty: 5846.777344
	Iteration 13Q: 3 clusters Score -1.583312e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113193 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -15835288.000000 Penalty: 5846.777344
	Iteration 14Q: 3 clusters Score -1.583529e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115451 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -15836656.000000 Penalty: 5846.777344
	Iteration 15Q: 3 clusters Score -1.583666e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117428 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -15837823.000000 Penalty: 5846.777344
	Iteration 16Q: 3 clusters Score -1.583782e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119182 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -15838812.000000 Penalty: 5846.777344
	Iteration 17Q: 3 clusters Score -1.583881e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120804 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -15839644.000000 Penalty: 5846.777344
	Iteration 18Q: 3 clusters Score -1.583964e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122321 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -15840500.000000 Penalty: 5846.777344
	Iteration 19Q: 3 clusters Score -1.58405e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123589 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -15841323.000000 Penalty: 5846.777344
	Iteration 20F: 3 clusters Score -1.584132e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124741 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -15842001.000000 Penalty: 5846.777344
	Iteration 21Q: 3 clusters Score -1.5842e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125705 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -15842543.000000 Penalty: 5846.777344
	Iteration 22Q: 3 clusters Score -1.584254e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126491 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -15842962.000000 Penalty: 5846.777344
	Iteration 23Q: 3 clusters Score -1.584296e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127211 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -15843419.000000 Penalty: 5846.777344
	Iteration 24Q: 3 clusters Score -1.584342e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127829 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -15843687.000000 Penalty: 5846.777344
	Iteration 25Q: 3 clusters Score -1.584369e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128378 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -15843908.000000 Penalty: 5846.777344
	Iteration 26Q: 3 clusters Score -1.584391e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128832 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -15844184.000000 Penalty: 5846.777344
	Iteration 27Q: 3 clusters Score -1.584418e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129171 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -15844341.000000 Penalty: 5846.777344
	Iteration 28Q: 3 clusters Score -1.584434e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129450 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -15844467.000000 Penalty: 5846.777344
	Iteration 29Q: 3 clusters Score -1.584447e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129689 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -15844603.000000 Penalty: 5846.777344
	Iteration 30Q: 3 clusters Score -1.58446e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129902 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -15844666.000000 Penalty: 5846.777344
	Iteration 31Q: 3 clusters Score -1.584467e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130077 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -15844728.000000 Penalty: 5846.777344
	Iteration 32Q: 3 clusters Score -1.584473e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130222 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -15844762.000000 Penalty: 5846.777344
	Iteration 33Q: 3 clusters Score -1.584476e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130333 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -15844832.000000 Penalty: 5846.777344
	Iteration 34Q: 3 clusters Score -1.584483e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130430 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -15844878.000000 Penalty: 5846.777344
	Iteration 35Q: 3 clusters Score -1.584488e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130515 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -15844931.000000 Penalty: 5846.777344
	Iteration 36Q: 3 clusters Score -1.584493e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130567 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -15844954.000000 Penalty: 5846.777344
	Iteration 37Q: 3 clusters Score -1.584495e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130608 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -15844986.000000 Penalty: 5846.777344
	Iteration 38Q: 3 clusters Score -1.584499e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130637 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -15845003.000000 Penalty: 5846.777344
	Iteration 39Q: 3 clusters Score -1.5845e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130669 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -15845022.000000 Penalty: 5846.777344
	Iteration 40F: 3 clusters Score -1.584502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130689 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -15845036.000000 Penalty: 5846.777344
	Iteration 41Q: 3 clusters Score -1.584504e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130714 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -15845045.000000 Penalty: 5846.777344
	Iteration 42Q: 3 clusters Score -1.584504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130736 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -15845073.000000 Penalty: 5846.777344
	Iteration 43Q: 3 clusters Score -1.584507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130758 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -15845080.000000 Penalty: 5846.777344
	Iteration 44Q: 3 clusters Score -1.584508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130778 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -15845079.000000 Penalty: 5846.777344
	Iteration 45Q: 3 clusters Score -1.584508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130792 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -15845080.000000 Penalty: 5846.777344
	Iteration 46Q: 3 clusters Score -1.584508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130813 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -15845098.000000 Penalty: 5846.777344
	Iteration 47Q: 3 clusters Score -1.58451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130825 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -15845087.000000 Penalty: 5846.777344
	Iteration 48Q: 3 clusters Score -1.584509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130837 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -15845079.000000 Penalty: 5846.777344
	Iteration 49Q: 3 clusters Score -1.584508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130848 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -15845102.000000 Penalty: 5846.777344
	Iteration 50Q: 3 clusters Score -1.58451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130851 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -15845097.000000 Penalty: 5846.777344
	Iteration 51Q: 3 clusters Score -1.58451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130853 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -15845109.000000 Penalty: 5846.777344
	Iteration 52Q: 3 clusters Score -1.584511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130856 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -15845104.000000 Penalty: 5846.777344
	Iteration 53Q: 3 clusters Score -1.58451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130855 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -15845109.000000 Penalty: 5846.777344
	Iteration 54Q: 3 clusters Score -1.584511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130857 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -15845104.000000 Penalty: 5846.777344
	Iteration 55Q: 3 clusters Score -1.58451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130862 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -15845106.000000 Penalty: 5846.777344
	Iteration 56Q: 3 clusters Score -1.584511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -15845114.000000 Penalty: 5846.777344
	Iteration 57Q: 3 clusters Score -1.584511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130875 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -15845119.000000 Penalty: 5846.777344
	Iteration 58Q: 3 clusters Score -1.584512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130885 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -15845121.000000 Penalty: 5846.777344
	Iteration 59Q: 3 clusters Score -1.584512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130891 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -15845123.000000 Penalty: 5846.777344
	Iteration 60F: 3 clusters Score -1.584512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130901 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -15845124.000000 Penalty: 5846.777344
	Iteration 61Q: 3 clusters Score -1.584512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130906 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15845123.000000 Penalty: 5846.777344
	Iteration 62Q: 3 clusters Score -1.584512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130905 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -15845122.000000 Penalty: 5846.777344
	Iteration 63Q: 3 clusters Score -1.584512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130906 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15845115.000000 Penalty: 5846.777344
	Iteration 64Q: 3 clusters Score -1.584512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130906 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15845115.000000 Penalty: 5846.777344
	Iteration 65F: 3 clusters Score -1.584512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Entering Unmasked Estep 
Score: -981887.562500 Penalty: 2235.522705
	Iteration 0F: 2 clusters Score -981887.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -975317.375000 Penalty: 4471.045410
	Iteration 0F: 3 clusters Score -975317.4 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -977116.250000 Penalty: 4471.045410
	Iteration 1F: 3 clusters Score -977116.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -977406.937500 Penalty: 4471.045410
	Iteration 2F: 3 clusters Score -977406.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -977612.562500 Penalty: 4471.045410
	Iteration 3F: 3 clusters Score -977612.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -977776.437500 Penalty: 4471.045410
	Iteration 4Q: 3 clusters Score -977776.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -977908.250000 Penalty: 4471.045410
	Iteration 5Q: 3 clusters Score -977908.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -978028.312500 Penalty: 4471.045410
	Iteration 6Q: 3 clusters Score -978028.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -978149.000000 Penalty: 4471.045410
	Iteration 7Q: 3 clusters Score -978149 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -978288.375000 Penalty: 4471.045410
	Iteration 8Q: 3 clusters Score -978288.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -978404.687500 Penalty: 4471.045410
	Iteration 9Q: 3 clusters Score -978404.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -978527.625000 Penalty: 4471.045410
	Iteration 10Q: 3 clusters Score -978527.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -978664.562500 Penalty: 4471.045410
	Iteration 11Q: 3 clusters Score -978664.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -978816.875000 Penalty: 4471.045410
	Iteration 12Q: 3 clusters Score -978816.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -978987.375000 Penalty: 4471.045410
	Iteration 13Q: 3 clusters Score -978987.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -979196.812500 Penalty: 4471.045410
	Iteration 14Q: 3 clusters Score -979196.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -979415.187500 Penalty: 4471.045410
	Iteration 15Q: 3 clusters Score -979415.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -979592.625000 Penalty: 4471.045410
	Iteration 16Q: 3 clusters Score -979592.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -979752.500000 Penalty: 4471.045410
	Iteration 17Q: 3 clusters Score -979752.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -979848.687500 Penalty: 4471.045410
	Iteration 18Q: 3 clusters Score -979848.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -979919.125000 Penalty: 4471.045410
	Iteration 19Q: 3 clusters Score -979919.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -979966.687500 Penalty: 4471.045410
	Iteration 20F: 3 clusters Score -979966.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -979998.875000 Penalty: 4471.045410
	Iteration 21Q: 3 clusters Score -979998.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -980020.437500 Penalty: 4471.045410
	Iteration 22Q: 3 clusters Score -980020.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -980042.875000 Penalty: 4471.045410
	Iteration 23Q: 3 clusters Score -980042.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -980058.250000 Penalty: 4471.045410
	Iteration 24Q: 3 clusters Score -980058.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -980075.375000 Penalty: 4471.045410
	Iteration 25Q: 3 clusters Score -980075.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -980081.687500 Penalty: 4471.045410
	Iteration 26Q: 3 clusters Score -980081.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -980085.375000 Penalty: 4471.045410
	Iteration 27Q: 3 clusters Score -980085.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -980087.062500 Penalty: 4471.045410
	Iteration 28Q: 3 clusters Score -980087.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -980090.562500 Penalty: 4471.045410
	Iteration 29Q: 3 clusters Score -980090.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -980093.125000 Penalty: 4471.045410
	Iteration 30Q: 3 clusters Score -980093.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -980092.312500 Penalty: 4471.045410
	Iteration 31Q: 3 clusters Score -980092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -980092.000000 Penalty: 4471.045410
	Iteration 32Q: 3 clusters Score -980092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -980093.000000 Penalty: 4471.045410
	Iteration 33Q: 3 clusters Score -980093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -980091.875000 Penalty: 4471.045410
	Iteration 34Q: 3 clusters Score -980091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -980093.000000 Penalty: 4471.045410
	Iteration 35Q: 3 clusters Score -980093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -980093.000000 Penalty: 4471.045410
	Iteration 36F: 3 clusters Score -980093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Entering Unmasked Estep 
Score: -11460631.000000 Penalty: 2845.200439
	Iteration 0F: 2 clusters Score -1.146063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -11396363.000000 Penalty: 5690.400879
	Iteration 0F: 3 clusters Score -1.139636e+07 nChanged 45408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -11422191.000000 Penalty: 5690.400879
	Iteration 1F: 3 clusters Score -1.142219e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -11423030.000000 Penalty: 5690.400879
	Iteration 2Q: 3 clusters Score -1.142303e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -11424041.000000 Penalty: 5690.400879
	Iteration 3Q: 3 clusters Score -1.142404e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -11425262.000000 Penalty: 5690.400879
	Iteration 4Q: 3 clusters Score -1.142526e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -11426805.000000 Penalty: 5690.400879
	Iteration 5Q: 3 clusters Score -1.14268e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -11428705.000000 Penalty: 5690.400879
	Iteration 6Q: 3 clusters Score -1.14287e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -11431155.000000 Penalty: 5690.400879
	Iteration 7Q: 3 clusters Score -1.143116e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -11434300.000000 Penalty: 5690.400879
	Iteration 8F: 3 clusters Score -1.14343e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72408 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -11438580.000000 Penalty: 5690.400879
	Iteration 9F: 3 clusters Score -1.143858e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -11444194.000000 Penalty: 5690.400879
	Iteration 10F: 3 clusters Score -1.144419e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -11449738.000000 Penalty: 5690.400879
	Iteration 11F: 3 clusters Score -1.144974e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90950 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -11454088.000000 Penalty: 5690.400879
	Iteration 12F: 3 clusters Score -1.145409e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93725 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -11456411.000000 Penalty: 5690.400879
	Iteration 13Q: 3 clusters Score -1.145641e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94940 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11457446.000000 Penalty: 5690.400879
	Iteration 14Q: 3 clusters Score -1.145745e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95389 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11457836.000000 Penalty: 5690.400879
	Iteration 15Q: 3 clusters Score -1.145784e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95585 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11458011.000000 Penalty: 5690.400879
	Iteration 16Q: 3 clusters Score -1.145801e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11458095.000000 Penalty: 5690.400879
	Iteration 17Q: 3 clusters Score -1.14581e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11458146.000000 Penalty: 5690.400879
	Iteration 18Q: 3 clusters Score -1.145815e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -11458174.000000 Penalty: 5690.400879
	Iteration 19Q: 3 clusters Score -1.145817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -11458200.000000 Penalty: 5690.400879
	Iteration 20F: 3 clusters Score -1.14582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95732 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -11458200.000000 Penalty: 5690.400879
	Iteration 21Q: 3 clusters Score -1.14582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -11458213.000000 Penalty: 5690.400879
	Iteration 22Q: 3 clusters Score -1.145821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -11458225.000000 Penalty: 5690.400879
	Iteration 23Q: 3 clusters Score -1.145822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95737 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -11458224.000000 Penalty: 5690.400879
	Iteration 24Q: 3 clusters Score -1.145822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11458223.000000 Penalty: 5690.400879
	Iteration 25Q: 3 clusters Score -1.145822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11458223.000000 Penalty: 5690.400879
	Iteration 26F: 3 clusters Score -1.145822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -346555.937500 Penalty: 1992.347168
	Iteration 0F: 2 clusters Score -346555.9 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 1497 members 
Entering Unmasked Estep 
Score: -343213.593750 Penalty: 3984.694336
	Iteration 0F: 3 clusters Score -343213.6 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -343933.906250 Penalty: 3984.694336
	Iteration 1F: 3 clusters Score -343933.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -344089.500000 Penalty: 3984.694336
	Iteration 2F: 3 clusters Score -344089.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -344174.937500 Penalty: 3984.694336
	Iteration 3Q: 3 clusters Score -344174.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -344241.375000 Penalty: 3984.694336
	Iteration 4Q: 3 clusters Score -344241.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -344289.218750 Penalty: 3984.694336
	Iteration 5Q: 3 clusters Score -344289.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -344326.062500 Penalty: 3984.694336
	Iteration 6Q: 3 clusters Score -344326.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -344355.312500 Penalty: 3984.694336
	Iteration 7Q: 3 clusters Score -344355.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -344387.125000 Penalty: 3984.694336
	Iteration 8Q: 3 clusters Score -344387.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -344410.093750 Penalty: 3984.694336
	Iteration 9Q: 3 clusters Score -344410.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -344435.843750 Penalty: 3984.694336
	Iteration 10Q: 3 clusters Score -344435.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -344461.968750 Penalty: 3984.694336
	Iteration 11Q: 3 clusters Score -344462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -344488.406250 Penalty: 3984.694336
	Iteration 12Q: 3 clusters Score -344488.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -344507.062500 Penalty: 3984.694336
	Iteration 13Q: 3 clusters Score -344507.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -344528.937500 Penalty: 3984.694336
	Iteration 14Q: 3 clusters Score -344528.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -344554.593750 Penalty: 3984.694336
	Iteration 15Q: 3 clusters Score -344554.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -344581.218750 Penalty: 3984.694336
	Iteration 16Q: 3 clusters Score -344581.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -344613.312500 Penalty: 3984.694336
	Iteration 17Q: 3 clusters Score -344613.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -344645.125000 Penalty: 3984.694336
	Iteration 18Q: 3 clusters Score -344645.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -344665.625000 Penalty: 3984.694336
	Iteration 19Q: 3 clusters Score -344665.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -344678.468750 Penalty: 3984.694336
	Iteration 20F: 3 clusters Score -344678.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -344697.093750 Penalty: 3984.694336
	Iteration 21Q: 3 clusters Score -344697.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -344729.500000 Penalty: 3984.694336
	Iteration 22Q: 3 clusters Score -344729.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -344773.250000 Penalty: 3984.694336
	Iteration 23Q: 3 clusters Score -344773.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -344824.781250 Penalty: 3984.694336
	Iteration 24Q: 3 clusters Score -344824.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -344891.843750 Penalty: 3984.694336
	Iteration 25Q: 3 clusters Score -344891.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -344998.312500 Penalty: 3984.694336
	Iteration 26Q: 3 clusters Score -344998.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -345132.906250 Penalty: 3984.694336
	Iteration 27Q: 3 clusters Score -345132.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -345233.968750 Penalty: 3984.694336
	Iteration 28Q: 3 clusters Score -345234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -345333.093750 Penalty: 3984.694336
	Iteration 29Q: 3 clusters Score -345333.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -345414.343750 Penalty: 3984.694336
	Iteration 30Q: 3 clusters Score -345414.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -345482.625000 Penalty: 3984.694336
	Iteration 31Q: 3 clusters Score -345482.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -345535.750000 Penalty: 3984.694336
	Iteration 32Q: 3 clusters Score -345535.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -345576.250000 Penalty: 3984.694336
	Iteration 33Q: 3 clusters Score -345576.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -345594.250000 Penalty: 3984.694336
	Iteration 34Q: 3 clusters Score -345594.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -345606.875000 Penalty: 3984.694336
	Iteration 35Q: 3 clusters Score -345606.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -345624.968750 Penalty: 3984.694336
	Iteration 36Q: 3 clusters Score -345625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -345645.843750 Penalty: 3984.694336
	Iteration 37Q: 3 clusters Score -345645.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -345656.187500 Penalty: 3984.694336
	Iteration 38Q: 3 clusters Score -345656.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -345660.343750 Penalty: 3984.694336
	Iteration 39Q: 3 clusters Score -345660.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -345662.593750 Penalty: 3984.694336
	Iteration 40F: 3 clusters Score -345662.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -345662.281250 Penalty: 3984.694336
	Iteration 41Q: 3 clusters Score -345662.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -345662.281250 Penalty: 3984.694336
	Iteration 42F: 3 clusters Score -345662.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Entering Unmasked Estep 
Score: -654707.562500 Penalty: 2159.742676
	Iteration 0F: 2 clusters Score -654707.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -649522.687500 Penalty: 4319.485352
	Iteration 0F: 3 clusters Score -649522.7 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -651097.625000 Penalty: 4319.485352
	Iteration 1F: 3 clusters Score -651097.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -651560.000000 Penalty: 4319.485352
	Iteration 2F: 3 clusters Score -651560 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -651941.500000 Penalty: 4319.485352
	Iteration 3F: 3 clusters Score -651941.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -652205.125000 Penalty: 4319.485352
	Iteration 4F: 3 clusters Score -652205.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -652395.812500 Penalty: 4319.485352
	Iteration 5Q: 3 clusters Score -652395.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -652542.000000 Penalty: 4319.485352
	Iteration 6Q: 3 clusters Score -652542 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -652672.187500 Penalty: 4319.485352
	Iteration 7Q: 3 clusters Score -652672.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -652793.500000 Penalty: 4319.485352
	Iteration 8Q: 3 clusters Score -652793.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -652887.312500 Penalty: 4319.485352
	Iteration 9Q: 3 clusters Score -652887.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -652965.125000 Penalty: 4319.485352
	Iteration 10Q: 3 clusters Score -652965.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -653018.062500 Penalty: 4319.485352
	Iteration 11Q: 3 clusters Score -653018.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -653068.750000 Penalty: 4319.485352
	Iteration 12Q: 3 clusters Score -653068.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -653103.312500 Penalty: 4319.485352
	Iteration 13Q: 3 clusters Score -653103.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -653127.625000 Penalty: 4319.485352
	Iteration 14Q: 3 clusters Score -653127.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -653150.250000 Penalty: 4319.485352
	Iteration 15Q: 3 clusters Score -653150.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -653164.250000 Penalty: 4319.485352
	Iteration 16Q: 3 clusters Score -653164.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -653172.187500 Penalty: 4319.485352
	Iteration 17Q: 3 clusters Score -653172.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -653183.000000 Penalty: 4319.485352
	Iteration 18Q: 3 clusters Score -653183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -653189.875000 Penalty: 4319.485352
	Iteration 19Q: 3 clusters Score -653189.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -653196.250000 Penalty: 4319.485352
	Iteration 20F: 3 clusters Score -653196.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -653202.312500 Penalty: 4319.485352
	Iteration 21Q: 3 clusters Score -653202.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -653207.937500 Penalty: 4319.485352
	Iteration 22Q: 3 clusters Score -653207.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -653210.812500 Penalty: 4319.485352
	Iteration 23Q: 3 clusters Score -653210.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -653214.062500 Penalty: 4319.485352
	Iteration 24Q: 3 clusters Score -653214.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -653216.062500 Penalty: 4319.485352
	Iteration 25Q: 3 clusters Score -653216.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -653217.812500 Penalty: 4319.485352
	Iteration 26Q: 3 clusters Score -653217.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -653221.125000 Penalty: 4319.485352
	Iteration 27Q: 3 clusters Score -653221.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -653223.062500 Penalty: 4319.485352
	Iteration 28Q: 3 clusters Score -653223.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -653225.312500 Penalty: 4319.485352
	Iteration 29Q: 3 clusters Score -653225.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -653227.500000 Penalty: 4319.485352
	Iteration 30Q: 3 clusters Score -653227.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -653227.812500 Penalty: 4319.485352
	Iteration 31Q: 3 clusters Score -653227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -653230.062500 Penalty: 4319.485352
	Iteration 32Q: 3 clusters Score -653230.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -653230.375000 Penalty: 4319.485352
	Iteration 33Q: 3 clusters Score -653230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -653233.500000 Penalty: 4319.485352
	Iteration 34Q: 3 clusters Score -653233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -653232.812500 Penalty: 4319.485352
	Iteration 35Q: 3 clusters Score -653232.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -653235.187500 Penalty: 4319.485352
	Iteration 36Q: 3 clusters Score -653235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -653236.437500 Penalty: 4319.485352
	Iteration 37Q: 3 clusters Score -653236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -653237.125000 Penalty: 4319.485352
	Iteration 38Q: 3 clusters Score -653237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -653235.375000 Penalty: 4319.485352
	Iteration 39Q: 3 clusters Score -653235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -653236.000000 Penalty: 4319.485352
	Iteration 40F: 3 clusters Score -653236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Entering Unmasked Estep 
Score: -1260741.625000 Penalty: 2306.762207
	Iteration 0F: 2 clusters Score -1260742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1252576.750000 Penalty: 4613.524414
	Iteration 0F: 3 clusters Score -1252577 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1255085.250000 Penalty: 4613.524414
	Iteration 1F: 3 clusters Score -1255085 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1255502.000000 Penalty: 4613.524414
	Iteration 2F: 3 clusters Score -1255502 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1255856.500000 Penalty: 4613.524414
	Iteration 3F: 3 clusters Score -1255856 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1256232.125000 Penalty: 4613.524414
	Iteration 4F: 3 clusters Score -1256232 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1256572.250000 Penalty: 4613.524414
	Iteration 5Q: 3 clusters Score -1256572 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1256896.125000 Penalty: 4613.524414
	Iteration 6Q: 3 clusters Score -1256896 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1257261.875000 Penalty: 4613.524414
	Iteration 7Q: 3 clusters Score -1257262 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1257633.625000 Penalty: 4613.524414
	Iteration 8Q: 3 clusters Score -1257634 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1257951.875000 Penalty: 4613.524414
	Iteration 9Q: 3 clusters Score -1257952 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1258239.000000 Penalty: 4613.524414
	Iteration 10Q: 3 clusters Score -1258239 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1258466.375000 Penalty: 4613.524414
	Iteration 11Q: 3 clusters Score -1258466 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1258638.875000 Penalty: 4613.524414
	Iteration 12Q: 3 clusters Score -1258639 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1258771.000000 Penalty: 4613.524414
	Iteration 13Q: 3 clusters Score -1258771 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1258887.125000 Penalty: 4613.524414
	Iteration 14Q: 3 clusters Score -1258887 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1258983.375000 Penalty: 4613.524414
	Iteration 15Q: 3 clusters Score -1258983 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1259077.625000 Penalty: 4613.524414
	Iteration 16Q: 3 clusters Score -1259078 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1259167.500000 Penalty: 4613.524414
	Iteration 17Q: 3 clusters Score -1259168 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1259229.500000 Penalty: 4613.524414
	Iteration 18Q: 3 clusters Score -1259230 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1259282.250000 Penalty: 4613.524414
	Iteration 19Q: 3 clusters Score -1259282 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1259332.375000 Penalty: 4613.524414
	Iteration 20F: 3 clusters Score -1259332 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1259381.250000 Penalty: 4613.524414
	Iteration 21Q: 3 clusters Score -1259381 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1259429.375000 Penalty: 4613.524414
	Iteration 22Q: 3 clusters Score -1259429 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1259472.625000 Penalty: 4613.524414
	Iteration 23Q: 3 clusters Score -1259473 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1259521.125000 Penalty: 4613.524414
	Iteration 24Q: 3 clusters Score -1259521 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1259579.875000 Penalty: 4613.524414
	Iteration 25Q: 3 clusters Score -1259580 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1259645.375000 Penalty: 4613.524414
	Iteration 26Q: 3 clusters Score -1259645 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1259703.625000 Penalty: 4613.524414
	Iteration 27Q: 3 clusters Score -1259704 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1259761.375000 Penalty: 4613.524414
	Iteration 28Q: 3 clusters Score -1259761 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1259813.000000 Penalty: 4613.524414
	Iteration 29Q: 3 clusters Score -1259813 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1259870.250000 Penalty: 4613.524414
	Iteration 30Q: 3 clusters Score -1259870 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1259903.750000 Penalty: 4613.524414
	Iteration 31Q: 3 clusters Score -1259904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1259931.625000 Penalty: 4613.524414
	Iteration 32Q: 3 clusters Score -1259932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1259943.875000 Penalty: 4613.524414
	Iteration 33Q: 3 clusters Score -1259944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1259963.000000 Penalty: 4613.524414
	Iteration 34Q: 3 clusters Score -1259963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1259976.875000 Penalty: 4613.524414
	Iteration 35Q: 3 clusters Score -1259977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1259991.750000 Penalty: 4613.524414
	Iteration 36Q: 3 clusters Score -1259992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1260001.500000 Penalty: 4613.524414
	Iteration 37Q: 3 clusters Score -1260002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1260002.000000 Penalty: 4613.524414
	Iteration 38Q: 3 clusters Score -1260002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1260005.500000 Penalty: 4613.524414
	Iteration 39Q: 3 clusters Score -1260006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1260005.500000 Penalty: 4613.524414
	Iteration 40F: 3 clusters Score -1260006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1260006.250000 Penalty: 4613.524414
	Iteration 41Q: 3 clusters Score -1260006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1260008.500000 Penalty: 4613.524414
	Iteration 42Q: 3 clusters Score -1260008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1260009.125000 Penalty: 4613.524414
	Iteration 43Q: 3 clusters Score -1260009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1260011.000000 Penalty: 4613.524414
	Iteration 44Q: 3 clusters Score -1260011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1260015.375000 Penalty: 4613.524414
	Iteration 45Q: 3 clusters Score -1260015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1260018.000000 Penalty: 4613.524414
	Iteration 46Q: 3 clusters Score -1260018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1260017.000000 Penalty: 4613.524414
	Iteration 47Q: 3 clusters Score -1260017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1260018.500000 Penalty: 4613.524414
	Iteration 48Q: 3 clusters Score -1260018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1260017.375000 Penalty: 4613.524414
	Iteration 49Q: 3 clusters Score -1260017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1260018.250000 Penalty: 4613.524414
	Iteration 50Q: 3 clusters Score -1260018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1260017.625000 Penalty: 4613.524414
	Iteration 51Q: 3 clusters Score -1260018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1260019.750000 Penalty: 4613.524414
	Iteration 52Q: 3 clusters Score -1260020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1260019.750000 Penalty: 4613.524414
	Iteration 53F: 3 clusters Score -1260020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Entering Unmasked Estep 
Score: -6030144.000000 Penalty: 2686.513184
	Iteration 0F: 2 clusters Score -6030144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -5996034.000000 Penalty: 5373.026367
	Iteration 0F: 3 clusters Score -5996034 nChanged 23391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -6009075.000000 Penalty: 5373.026367
	Iteration 1F: 3 clusters Score -6009075 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -6009650.000000 Penalty: 5373.026367
	Iteration 2Q: 3 clusters Score -6009650 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -6010207.500000 Penalty: 5373.026367
	Iteration 3Q: 3 clusters Score -6010208 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -6010806.000000 Penalty: 5373.026367
	Iteration 4Q: 3 clusters Score -6010806 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -6011488.500000 Penalty: 5373.026367
	Iteration 5Q: 3 clusters Score -6011488 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -6012252.500000 Penalty: 5373.026367
	Iteration 6Q: 3 clusters Score -6012252 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -6013201.000000 Penalty: 5373.026367
	Iteration 7Q: 3 clusters Score -6013201 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -6014145.000000 Penalty: 5373.026367
	Iteration 8Q: 3 clusters Score -6014145 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -6015209.000000 Penalty: 5373.026367
	Iteration 9Q: 3 clusters Score -6015209 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -6016432.500000 Penalty: 5373.026367
	Iteration 10Q: 3 clusters Score -6016432 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -6017740.000000 Penalty: 5373.026367
	Iteration 11Q: 3 clusters Score -6017740 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -6019083.500000 Penalty: 5373.026367
	Iteration 12Q: 3 clusters Score -6019084 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -6020458.000000 Penalty: 5373.026367
	Iteration 13Q: 3 clusters Score -6020458 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -6021825.000000 Penalty: 5373.026367
	Iteration 14Q: 3 clusters Score -6021825 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -6023240.500000 Penalty: 5373.026367
	Iteration 15Q: 3 clusters Score -6023240 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -6024582.000000 Penalty: 5373.026367
	Iteration 16Q: 3 clusters Score -6024582 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -6025656.000000 Penalty: 5373.026367
	Iteration 17Q: 3 clusters Score -6025656 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -6026418.000000 Penalty: 5373.026367
	Iteration 18Q: 3 clusters Score -6026418 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6026947.500000 Penalty: 5373.026367
	Iteration 19Q: 3 clusters Score -6026948 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6027249.000000 Penalty: 5373.026367
	Iteration 20F: 3 clusters Score -6027249 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6027454.000000 Penalty: 5373.026367
	Iteration 21Q: 3 clusters Score -6027454 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6027580.500000 Penalty: 5373.026367
	Iteration 22Q: 3 clusters Score -6027580 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6027641.000000 Penalty: 5373.026367
	Iteration 23Q: 3 clusters Score -6027641 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6027719.500000 Penalty: 5373.026367
	Iteration 24Q: 3 clusters Score -6027720 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6027774.000000 Penalty: 5373.026367
	Iteration 25Q: 3 clusters Score -6027774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6027815.000000 Penalty: 5373.026367
	Iteration 26Q: 3 clusters Score -6027815 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6027843.000000 Penalty: 5373.026367
	Iteration 27Q: 3 clusters Score -6027843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6027863.000000 Penalty: 5373.026367
	Iteration 28Q: 3 clusters Score -6027863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6027896.500000 Penalty: 5373.026367
	Iteration 29Q: 3 clusters Score -6027896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6027892.000000 Penalty: 5373.026367
	Iteration 30Q: 3 clusters Score -6027892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6027892.500000 Penalty: 5373.026367
	Iteration 31Q: 3 clusters Score -6027892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6027896.500000 Penalty: 5373.026367
	Iteration 32Q: 3 clusters Score -6027896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6027906.500000 Penalty: 5373.026367
	Iteration 33Q: 3 clusters Score -6027906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6027911.000000 Penalty: 5373.026367
	Iteration 34Q: 3 clusters Score -6027911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6027923.500000 Penalty: 5373.026367
	Iteration 35Q: 3 clusters Score -6027924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6027924.500000 Penalty: 5373.026367
	Iteration 36Q: 3 clusters Score -6027924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6027927.500000 Penalty: 5373.026367
	Iteration 37Q: 3 clusters Score -6027928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6027925.500000 Penalty: 5373.026367
	Iteration 38Q: 3 clusters Score -6027926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6027925.500000 Penalty: 5373.026367
	Iteration 39Q: 3 clusters Score -6027926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6027928.000000 Penalty: 5373.026367
	Iteration 40F: 3 clusters Score -6027928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6027929.000000 Penalty: 5373.026367
	Iteration 41Q: 3 clusters Score -6027929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6027938.500000 Penalty: 5373.026367
	Iteration 42Q: 3 clusters Score -6027938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6027939.500000 Penalty: 5373.026367
	Iteration 43Q: 3 clusters Score -6027940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6027941.000000 Penalty: 5373.026367
	Iteration 44Q: 3 clusters Score -6027941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6027944.000000 Penalty: 5373.026367
	Iteration 45Q: 3 clusters Score -6027944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6027940.000000 Penalty: 5373.026367
	Iteration 46Q: 3 clusters Score -6027940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6027942.000000 Penalty: 5373.026367
	Iteration 47Q: 3 clusters Score -6027942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6027942.000000 Penalty: 5373.026367
	Iteration 48F: 3 clusters Score -6027942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Entering Unmasked Estep 
Score: -909301.937500 Penalty: 2224.635498
	Iteration 0F: 2 clusters Score -909301.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -902958.000000 Penalty: 4449.270996
	Iteration 0F: 3 clusters Score -902958 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -904774.312500 Penalty: 4449.270996
	Iteration 1F: 3 clusters Score -904774.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -905134.250000 Penalty: 4449.270996
	Iteration 2F: 3 clusters Score -905134.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -905435.125000 Penalty: 4449.270996
	Iteration 3F: 3 clusters Score -905435.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -905717.187500 Penalty: 4449.270996
	Iteration 4F: 3 clusters Score -905717.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -906025.437500 Penalty: 4449.270996
	Iteration 5Q: 3 clusters Score -906025.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -906289.937500 Penalty: 4449.270996
	Iteration 6Q: 3 clusters Score -906289.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -906544.625000 Penalty: 4449.270996
	Iteration 7Q: 3 clusters Score -906544.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -906772.187500 Penalty: 4449.270996
	Iteration 8Q: 3 clusters Score -906772.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -906997.562500 Penalty: 4449.270996
	Iteration 9Q: 3 clusters Score -906997.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -907167.250000 Penalty: 4449.270996
	Iteration 10Q: 3 clusters Score -907167.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -907307.500000 Penalty: 4449.270996
	Iteration 11Q: 3 clusters Score -907307.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -907438.937500 Penalty: 4449.270996
	Iteration 12Q: 3 clusters Score -907438.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -907564.562500 Penalty: 4449.270996
	Iteration 13Q: 3 clusters Score -907564.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -907710.500000 Penalty: 4449.270996
	Iteration 14Q: 3 clusters Score -907710.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -907858.312500 Penalty: 4449.270996
	Iteration 15Q: 3 clusters Score -907858.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -908034.250000 Penalty: 4449.270996
	Iteration 16Q: 3 clusters Score -908034.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -908173.437500 Penalty: 4449.270996
	Iteration 17Q: 3 clusters Score -908173.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -908247.000000 Penalty: 4449.270996
	Iteration 18Q: 3 clusters Score -908247 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -908288.000000 Penalty: 4449.270996
	Iteration 19Q: 3 clusters Score -908288 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -908320.500000 Penalty: 4449.270996
	Iteration 20F: 3 clusters Score -908320.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -908350.250000 Penalty: 4449.270996
	Iteration 21Q: 3 clusters Score -908350.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -908368.375000 Penalty: 4449.270996
	Iteration 22Q: 3 clusters Score -908368.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -908379.250000 Penalty: 4449.270996
	Iteration 23Q: 3 clusters Score -908379.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -908389.562500 Penalty: 4449.270996
	Iteration 24Q: 3 clusters Score -908389.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -908397.562500 Penalty: 4449.270996
	Iteration 25Q: 3 clusters Score -908397.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -908402.375000 Penalty: 4449.270996
	Iteration 26Q: 3 clusters Score -908402.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -908406.687500 Penalty: 4449.270996
	Iteration 27Q: 3 clusters Score -908406.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -908408.250000 Penalty: 4449.270996
	Iteration 28Q: 3 clusters Score -908408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -908408.687500 Penalty: 4449.270996
	Iteration 29Q: 3 clusters Score -908408.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -908411.250000 Penalty: 4449.270996
	Iteration 30Q: 3 clusters Score -908411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -908412.250000 Penalty: 4449.270996
	Iteration 31Q: 3 clusters Score -908412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -908412.875000 Penalty: 4449.270996
	Iteration 32Q: 3 clusters Score -908412.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -908412.875000 Penalty: 4449.270996
	Iteration 33F: 3 clusters Score -908412.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Entering Unmasked Estep 
Score: -918022.875000 Penalty: 2221.239014
	Iteration 0F: 2 clusters Score -918022.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -911755.750000 Penalty: 4442.478027
	Iteration 0F: 3 clusters Score -911755.8 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -913390.750000 Penalty: 4442.478027
	Iteration 1F: 3 clusters Score -913390.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -913671.812500 Penalty: 4442.478027
	Iteration 2F: 3 clusters Score -913671.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -913862.562500 Penalty: 4442.478027
	Iteration 3F: 3 clusters Score -913862.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -914020.812500 Penalty: 4442.478027
	Iteration 4Q: 3 clusters Score -914020.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -914144.875000 Penalty: 4442.478027
	Iteration 5Q: 3 clusters Score -914144.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -914270.250000 Penalty: 4442.478027
	Iteration 6Q: 3 clusters Score -914270.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -914411.937500 Penalty: 4442.478027
	Iteration 7Q: 3 clusters Score -914411.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -914577.250000 Penalty: 4442.478027
	Iteration 8Q: 3 clusters Score -914577.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -914765.000000 Penalty: 4442.478027
	Iteration 9Q: 3 clusters Score -914765 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -914924.750000 Penalty: 4442.478027
	Iteration 10Q: 3 clusters Score -914924.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -915089.250000 Penalty: 4442.478027
	Iteration 11Q: 3 clusters Score -915089.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -915250.750000 Penalty: 4442.478027
	Iteration 12Q: 3 clusters Score -915250.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -915408.750000 Penalty: 4442.478027
	Iteration 13Q: 3 clusters Score -915408.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -915556.875000 Penalty: 4442.478027
	Iteration 14Q: 3 clusters Score -915556.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -915659.750000 Penalty: 4442.478027
	Iteration 15Q: 3 clusters Score -915659.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -915745.125000 Penalty: 4442.478027
	Iteration 16Q: 3 clusters Score -915745.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -915807.125000 Penalty: 4442.478027
	Iteration 17Q: 3 clusters Score -915807.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -915868.875000 Penalty: 4442.478027
	Iteration 18Q: 3 clusters Score -915868.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -915903.750000 Penalty: 4442.478027
	Iteration 19Q: 3 clusters Score -915903.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -915931.062500 Penalty: 4442.478027
	Iteration 20F: 3 clusters Score -915931.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -915954.750000 Penalty: 4442.478027
	Iteration 21Q: 3 clusters Score -915954.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -915976.500000 Penalty: 4442.478027
	Iteration 22Q: 3 clusters Score -915976.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -915995.937500 Penalty: 4442.478027
	Iteration 23Q: 3 clusters Score -915995.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -916001.375000 Penalty: 4442.478027
	Iteration 24Q: 3 clusters Score -916001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -916005.375000 Penalty: 4442.478027
	Iteration 25Q: 3 clusters Score -916005.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -916012.625000 Penalty: 4442.478027
	Iteration 26Q: 3 clusters Score -916012.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -916024.125000 Penalty: 4442.478027
	Iteration 27Q: 3 clusters Score -916024.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -916027.875000 Penalty: 4442.478027
	Iteration 28Q: 3 clusters Score -916027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -916029.062500 Penalty: 4442.478027
	Iteration 29Q: 3 clusters Score -916029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -916031.250000 Penalty: 4442.478027
	Iteration 30Q: 3 clusters Score -916031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -916035.562500 Penalty: 4442.478027
	Iteration 31Q: 3 clusters Score -916035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -916038.750000 Penalty: 4442.478027
	Iteration 32Q: 3 clusters Score -916038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -916041.937500 Penalty: 4442.478027
	Iteration 33Q: 3 clusters Score -916041.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -916045.187500 Penalty: 4442.478027
	Iteration 34Q: 3 clusters Score -916045.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -916045.187500 Penalty: 4442.478027
	Iteration 35F: 3 clusters Score -916045.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Entering Unmasked Estep 
Score: -3985219.750000 Penalty: 2584.104980
	Iteration 0F: 2 clusters Score -3985220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3962195.000000 Penalty: 5168.209961
	Iteration 0F: 3 clusters Score -3962195 nChanged 15213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3970571.000000 Penalty: 5168.209961
	Iteration 1F: 3 clusters Score -3970571 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3971152.250000 Penalty: 5168.209961
	Iteration 2F: 3 clusters Score -3971152 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3971714.000000 Penalty: 5168.209961
	Iteration 3Q: 3 clusters Score -3971714 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3972331.000000 Penalty: 5168.209961
	Iteration 4Q: 3 clusters Score -3972331 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3973132.250000 Penalty: 5168.209961
	Iteration 5Q: 3 clusters Score -3973132 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3974175.250000 Penalty: 5168.209961
	Iteration 6F: 3 clusters Score -3974175 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -3975564.000000 Penalty: 5168.209961
	Iteration 7F: 3 clusters Score -3975564 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3977229.000000 Penalty: 5168.209961
	Iteration 8F: 3 clusters Score -3977229 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3978828.500000 Penalty: 5168.209961
	Iteration 9F: 3 clusters Score -3978828 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -3980115.250000 Penalty: 5168.209961
	Iteration 10Q: 3 clusters Score -3980115 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3980944.250000 Penalty: 5168.209961
	Iteration 11Q: 3 clusters Score -3980944 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3981512.250000 Penalty: 5168.209961
	Iteration 12Q: 3 clusters Score -3981512 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3981864.500000 Penalty: 5168.209961
	Iteration 13Q: 3 clusters Score -3981864 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3982100.250000 Penalty: 5168.209961
	Iteration 14Q: 3 clusters Score -3982100 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3982269.000000 Penalty: 5168.209961
	Iteration 15Q: 3 clusters Score -3982269 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3982412.250000 Penalty: 5168.209961
	Iteration 16Q: 3 clusters Score -3982412 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3982522.750000 Penalty: 5168.209961
	Iteration 17Q: 3 clusters Score -3982523 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3982598.250000 Penalty: 5168.209961
	Iteration 18Q: 3 clusters Score -3982598 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3982671.000000 Penalty: 5168.209961
	Iteration 19Q: 3 clusters Score -3982671 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3982733.500000 Penalty: 5168.209961
	Iteration 20F: 3 clusters Score -3982734 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3982771.500000 Penalty: 5168.209961
	Iteration 21Q: 3 clusters Score -3982772 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3982809.250000 Penalty: 5168.209961
	Iteration 22Q: 3 clusters Score -3982809 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3982854.250000 Penalty: 5168.209961
	Iteration 23Q: 3 clusters Score -3982854 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3982909.000000 Penalty: 5168.209961
	Iteration 24Q: 3 clusters Score -3982909 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3982943.000000 Penalty: 5168.209961
	Iteration 25Q: 3 clusters Score -3982943 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3982981.750000 Penalty: 5168.209961
	Iteration 26Q: 3 clusters Score -3982982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3983021.250000 Penalty: 5168.209961
	Iteration 27Q: 3 clusters Score -3983021 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3983039.250000 Penalty: 5168.209961
	Iteration 28Q: 3 clusters Score -3983039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3983057.500000 Penalty: 5168.209961
	Iteration 29Q: 3 clusters Score -3983058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3983069.500000 Penalty: 5168.209961
	Iteration 30Q: 3 clusters Score -3983070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3983083.250000 Penalty: 5168.209961
	Iteration 31Q: 3 clusters Score -3983083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3983083.000000 Penalty: 5168.209961
	Iteration 32Q: 3 clusters Score -3983083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3983097.000000 Penalty: 5168.209961
	Iteration 33Q: 3 clusters Score -3983097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3983103.750000 Penalty: 5168.209961
	Iteration 34Q: 3 clusters Score -3983104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3983103.000000 Penalty: 5168.209961
	Iteration 35Q: 3 clusters Score -3983103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3983111.750000 Penalty: 5168.209961
	Iteration 36Q: 3 clusters Score -3983112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3983111.750000 Penalty: 5168.209961
	Iteration 37Q: 3 clusters Score -3983112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3983110.750000 Penalty: 5168.209961
	Iteration 38Q: 3 clusters Score -3983111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3983111.750000 Penalty: 5168.209961
	Iteration 39Q: 3 clusters Score -3983112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3983117.250000 Penalty: 5168.209961
	Iteration 40F: 3 clusters Score -3983117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3983120.000000 Penalty: 5168.209961
	Iteration 41Q: 3 clusters Score -3983120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3983115.250000 Penalty: 5168.209961
	Iteration 42Q: 3 clusters Score -3983115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3983119.250000 Penalty: 5168.209961
	Iteration 43Q: 3 clusters Score -3983119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3983123.250000 Penalty: 5168.209961
	Iteration 44Q: 3 clusters Score -3983123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3983125.000000 Penalty: 5168.209961
	Iteration 45Q: 3 clusters Score -3983125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3983129.000000 Penalty: 5168.209961
	Iteration 46Q: 3 clusters Score -3983129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3983128.500000 Penalty: 5168.209961
	Iteration 47Q: 3 clusters Score -3983128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3983129.500000 Penalty: 5168.209961
	Iteration 48Q: 3 clusters Score -3983130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3983128.250000 Penalty: 5168.209961
	Iteration 49Q: 3 clusters Score -3983128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3983132.750000 Penalty: 5168.209961
	Iteration 50Q: 3 clusters Score -3983133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3983128.500000 Penalty: 5168.209961
	Iteration 51Q: 3 clusters Score -3983128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3983128.750000 Penalty: 5168.209961
	Iteration 52Q: 3 clusters Score -3983129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3983134.250000 Penalty: 5168.209961
	Iteration 53Q: 3 clusters Score -3983134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3983131.000000 Penalty: 5168.209961
	Iteration 54Q: 3 clusters Score -3983131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3983133.500000 Penalty: 5168.209961
	Iteration 55Q: 3 clusters Score -3983134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3983139.000000 Penalty: 5168.209961
	Iteration 56Q: 3 clusters Score -3983139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3983141.000000 Penalty: 5168.209961
	Iteration 57Q: 3 clusters Score -3983141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3983141.000000 Penalty: 5168.209961
	Iteration 58F: 3 clusters Score -3983141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Entering Unmasked Estep 
Score: -4677341.000000 Penalty: 2623.062500
	Iteration 0F: 2 clusters Score -4677341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -4650710.000000 Penalty: 5246.125000
	Iteration 0F: 3 clusters Score -4650710 nChanged 17922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4660718.000000 Penalty: 5246.125000
	Iteration 1F: 3 clusters Score -4660718 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -4661333.000000 Penalty: 5246.125000
	Iteration 2Q: 3 clusters Score -4661333 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -4661973.000000 Penalty: 5246.125000
	Iteration 3Q: 3 clusters Score -4661973 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -4662800.000000 Penalty: 5246.125000
	Iteration 4Q: 3 clusters Score -4662800 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -4664037.000000 Penalty: 5246.125000
	Iteration 5F: 3 clusters Score -4664037 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -4665892.500000 Penalty: 5246.125000
	Iteration 6F: 3 clusters Score -4665892 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4668390.000000 Penalty: 5246.125000
	Iteration 7F: 3 clusters Score -4668390 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -4670843.500000 Penalty: 5246.125000
	Iteration 8F: 3 clusters Score -4670844 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -4672789.000000 Penalty: 5246.125000
	Iteration 9F: 3 clusters Score -4672789 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -4673905.000000 Penalty: 5246.125000
	Iteration 10Q: 3 clusters Score -4673905 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -4674491.000000 Penalty: 5246.125000
	Iteration 11Q: 3 clusters Score -4674491 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -4674757.000000 Penalty: 5246.125000
	Iteration 12Q: 3 clusters Score -4674757 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -4674861.500000 Penalty: 5246.125000
	Iteration 13Q: 3 clusters Score -4674862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -4674921.000000 Penalty: 5246.125000
	Iteration 14Q: 3 clusters Score -4674921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -4674966.500000 Penalty: 5246.125000
	Iteration 15Q: 3 clusters Score -4674966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -4674980.500000 Penalty: 5246.125000
	Iteration 16Q: 3 clusters Score -4674980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -4675005.000000 Penalty: 5246.125000
	Iteration 17Q: 3 clusters Score -4675005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -4675029.500000 Penalty: 5246.125000
	Iteration 18Q: 3 clusters Score -4675030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -4675051.000000 Penalty: 5246.125000
	Iteration 19Q: 3 clusters Score -4675051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -4675062.000000 Penalty: 5246.125000
	Iteration 20F: 3 clusters Score -4675062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -4675065.000000 Penalty: 5246.125000
	Iteration 21Q: 3 clusters Score -4675065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -4675068.500000 Penalty: 5246.125000
	Iteration 22Q: 3 clusters Score -4675068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -4675073.500000 Penalty: 5246.125000
	Iteration 23Q: 3 clusters Score -4675074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -4675080.000000 Penalty: 5246.125000
	Iteration 24Q: 3 clusters Score -4675080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -4675080.000000 Penalty: 5246.125000
	Iteration 25F: 3 clusters Score -4675080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Entering Unmasked Estep 
Score: -555479.875000 Penalty: 2116.249268
	Iteration 0F: 2 clusters Score -555479.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -550942.875000 Penalty: 4232.498535
	Iteration 0F: 3 clusters Score -550942.9 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -552042.062500 Penalty: 4232.498535
	Iteration 1F: 3 clusters Score -552042.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -552381.937500 Penalty: 4232.498535
	Iteration 2F: 3 clusters Score -552381.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -552637.687500 Penalty: 4232.498535
	Iteration 3F: 3 clusters Score -552637.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -552816.250000 Penalty: 4232.498535
	Iteration 4Q: 3 clusters Score -552816.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -552984.062500 Penalty: 4232.498535
	Iteration 5Q: 3 clusters Score -552984.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -553123.875000 Penalty: 4232.498535
	Iteration 6Q: 3 clusters Score -553123.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -553233.125000 Penalty: 4232.498535
	Iteration 7Q: 3 clusters Score -553233.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -553330.000000 Penalty: 4232.498535
	Iteration 8Q: 3 clusters Score -553330 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -553421.500000 Penalty: 4232.498535
	Iteration 9Q: 3 clusters Score -553421.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -553512.750000 Penalty: 4232.498535
	Iteration 10Q: 3 clusters Score -553512.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -553600.375000 Penalty: 4232.498535
	Iteration 11Q: 3 clusters Score -553600.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -553667.750000 Penalty: 4232.498535
	Iteration 12Q: 3 clusters Score -553667.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -553720.250000 Penalty: 4232.498535
	Iteration 13Q: 3 clusters Score -553720.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -553769.250000 Penalty: 4232.498535
	Iteration 14Q: 3 clusters Score -553769.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -553815.000000 Penalty: 4232.498535
	Iteration 15Q: 3 clusters Score -553815 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -553859.187500 Penalty: 4232.498535
	Iteration 16Q: 3 clusters Score -553859.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -553894.375000 Penalty: 4232.498535
	Iteration 17Q: 3 clusters Score -553894.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -553922.500000 Penalty: 4232.498535
	Iteration 18Q: 3 clusters Score -553922.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -553945.812500 Penalty: 4232.498535
	Iteration 19Q: 3 clusters Score -553945.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -553965.062500 Penalty: 4232.498535
	Iteration 20F: 3 clusters Score -553965.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -553979.937500 Penalty: 4232.498535
	Iteration 21Q: 3 clusters Score -553979.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -553991.625000 Penalty: 4232.498535
	Iteration 22Q: 3 clusters Score -553991.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -553999.500000 Penalty: 4232.498535
	Iteration 23Q: 3 clusters Score -553999.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -554013.500000 Penalty: 4232.498535
	Iteration 24Q: 3 clusters Score -554013.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -554029.437500 Penalty: 4232.498535
	Iteration 25Q: 3 clusters Score -554029.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -554041.437500 Penalty: 4232.498535
	Iteration 26Q: 3 clusters Score -554041.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -554056.187500 Penalty: 4232.498535
	Iteration 27Q: 3 clusters Score -554056.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -554069.687500 Penalty: 4232.498535
	Iteration 28Q: 3 clusters Score -554069.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -554082.375000 Penalty: 4232.498535
	Iteration 29Q: 3 clusters Score -554082.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -554100.937500 Penalty: 4232.498535
	Iteration 30Q: 3 clusters Score -554100.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -554118.937500 Penalty: 4232.498535
	Iteration 31Q: 3 clusters Score -554118.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -554142.625000 Penalty: 4232.498535
	Iteration 32Q: 3 clusters Score -554142.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -554175.500000 Penalty: 4232.498535
	Iteration 33Q: 3 clusters Score -554175.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -554203.937500 Penalty: 4232.498535
	Iteration 34Q: 3 clusters Score -554203.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -554238.000000 Penalty: 4232.498535
	Iteration 35Q: 3 clusters Score -554238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -554279.375000 Penalty: 4232.498535
	Iteration 36Q: 3 clusters Score -554279.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -554321.437500 Penalty: 4232.498535
	Iteration 37Q: 3 clusters Score -554321.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -554363.687500 Penalty: 4232.498535
	Iteration 38Q: 3 clusters Score -554363.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -554395.062500 Penalty: 4232.498535
	Iteration 39Q: 3 clusters Score -554395.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -554414.250000 Penalty: 4232.498535
	Iteration 40F: 3 clusters Score -554414.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -554431.625000 Penalty: 4232.498535
	Iteration 41Q: 3 clusters Score -554431.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -554443.187500 Penalty: 4232.498535
	Iteration 42Q: 3 clusters Score -554443.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -554456.562500 Penalty: 4232.498535
	Iteration 43Q: 3 clusters Score -554456.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -554462.750000 Penalty: 4232.498535
	Iteration 44Q: 3 clusters Score -554462.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -554470.250000 Penalty: 4232.498535
	Iteration 45Q: 3 clusters Score -554470.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -554475.625000 Penalty: 4232.498535
	Iteration 46Q: 3 clusters Score -554475.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -554479.250000 Penalty: 4232.498535
	Iteration 47Q: 3 clusters Score -554479.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -554483.000000 Penalty: 4232.498535
	Iteration 48Q: 3 clusters Score -554483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -554487.375000 Penalty: 4232.498535
	Iteration 49Q: 3 clusters Score -554487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -554487.937500 Penalty: 4232.498535
	Iteration 50Q: 3 clusters Score -554487.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -554490.000000 Penalty: 4232.498535
	Iteration 51Q: 3 clusters Score -554490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -554490.500000 Penalty: 4232.498535
	Iteration 52Q: 3 clusters Score -554490.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -554492.187500 Penalty: 4232.498535
	Iteration 53Q: 3 clusters Score -554492.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -554493.250000 Penalty: 4232.498535
	Iteration 54Q: 3 clusters Score -554493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -554494.062500 Penalty: 4232.498535
	Iteration 55Q: 3 clusters Score -554494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -554494.312500 Penalty: 4232.498535
	Iteration 56Q: 3 clusters Score -554494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -554494.187500 Penalty: 4232.498535
	Iteration 57Q: 3 clusters Score -554494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -554494.187500 Penalty: 4232.498535
	Iteration 58F: 3 clusters Score -554494.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -418279.312500 Penalty: 2046.477295
	Iteration 0F: 2 clusters Score -418279.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -414493.312500 Penalty: 4092.954590
	Iteration 0F: 3 clusters Score -414493.3 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -415373.187500 Penalty: 4092.954590
	Iteration 1F: 3 clusters Score -415373.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -415643.281250 Penalty: 4092.954590
	Iteration 2F: 3 clusters Score -415643.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -415898.312500 Penalty: 4092.954590
	Iteration 3F: 3 clusters Score -415898.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -416124.281250 Penalty: 4092.954590
	Iteration 4F: 3 clusters Score -416124.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -416340.125000 Penalty: 4092.954590
	Iteration 5F: 3 clusters Score -416340.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -416558.062500 Penalty: 4092.954590
	Iteration 6F: 3 clusters Score -416558.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -416743.062500 Penalty: 4092.954590
	Iteration 7Q: 3 clusters Score -416743.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -416891.718750 Penalty: 4092.954590
	Iteration 8Q: 3 clusters Score -416891.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -417004.531250 Penalty: 4092.954590
	Iteration 9Q: 3 clusters Score -417004.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -417060.343750 Penalty: 4092.954590
	Iteration 10Q: 3 clusters Score -417060.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -417098.000000 Penalty: 4092.954590
	Iteration 11Q: 3 clusters Score -417098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -417126.718750 Penalty: 4092.954590
	Iteration 12Q: 3 clusters Score -417126.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -417150.500000 Penalty: 4092.954590
	Iteration 13Q: 3 clusters Score -417150.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -417166.968750 Penalty: 4092.954590
	Iteration 14Q: 3 clusters Score -417167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -417180.625000 Penalty: 4092.954590
	Iteration 15Q: 3 clusters Score -417180.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -417190.218750 Penalty: 4092.954590
	Iteration 16Q: 3 clusters Score -417190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -417192.968750 Penalty: 4092.954590
	Iteration 17Q: 3 clusters Score -417193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -417196.375000 Penalty: 4092.954590
	Iteration 18Q: 3 clusters Score -417196.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -417198.906250 Penalty: 4092.954590
	Iteration 19Q: 3 clusters Score -417198.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -417201.718750 Penalty: 4092.954590
	Iteration 20F: 3 clusters Score -417201.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -417205.875000 Penalty: 4092.954590
	Iteration 21Q: 3 clusters Score -417205.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -417209.906250 Penalty: 4092.954590
	Iteration 22Q: 3 clusters Score -417209.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -417213.906250 Penalty: 4092.954590
	Iteration 23Q: 3 clusters Score -417213.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -417218.500000 Penalty: 4092.954590
	Iteration 24Q: 3 clusters Score -417218.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -417222.437500 Penalty: 4092.954590
	Iteration 25Q: 3 clusters Score -417222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -417227.843750 Penalty: 4092.954590
	Iteration 26Q: 3 clusters Score -417227.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -417236.906250 Penalty: 4092.954590
	Iteration 27Q: 3 clusters Score -417236.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -417241.406250 Penalty: 4092.954590
	Iteration 28Q: 3 clusters Score -417241.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -417245.593750 Penalty: 4092.954590
	Iteration 29Q: 3 clusters Score -417245.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -417249.875000 Penalty: 4092.954590
	Iteration 30Q: 3 clusters Score -417249.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -417252.781250 Penalty: 4092.954590
	Iteration 31Q: 3 clusters Score -417252.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -417256.375000 Penalty: 4092.954590
	Iteration 32Q: 3 clusters Score -417256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -417258.531250 Penalty: 4092.954590
	Iteration 33Q: 3 clusters Score -417258.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -417260.906250 Penalty: 4092.954590
	Iteration 34Q: 3 clusters Score -417260.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -417267.843750 Penalty: 4092.954590
	Iteration 35Q: 3 clusters Score -417267.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -417278.812500 Penalty: 4092.954590
	Iteration 36Q: 3 clusters Score -417278.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -417285.312500 Penalty: 4092.954590
	Iteration 37Q: 3 clusters Score -417285.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -417287.812500 Penalty: 4092.954590
	Iteration 38Q: 3 clusters Score -417287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -417290.437500 Penalty: 4092.954590
	Iteration 39Q: 3 clusters Score -417290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -417292.250000 Penalty: 4092.954590
	Iteration 40F: 3 clusters Score -417292.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -417294.843750 Penalty: 4092.954590
	Iteration 41Q: 3 clusters Score -417294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -417295.062500 Penalty: 4092.954590
	Iteration 42Q: 3 clusters Score -417295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -417295.468750 Penalty: 4092.954590
	Iteration 43Q: 3 clusters Score -417295.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -417295.468750 Penalty: 4092.954590
	Iteration 44F: 3 clusters Score -417295.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Entering Unmasked Estep 
Score: -735925.437500 Penalty: 2161.090576
	Iteration 0F: 2 clusters Score -735925.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -730705.187500 Penalty: 4322.181152
	Iteration 0F: 3 clusters Score -730705.2 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -731984.812500 Penalty: 4322.181152
	Iteration 1F: 3 clusters Score -731984.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -732174.250000 Penalty: 4322.181152
	Iteration 2F: 3 clusters Score -732174.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -732303.625000 Penalty: 4322.181152
	Iteration 3Q: 3 clusters Score -732303.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -732407.437500 Penalty: 4322.181152
	Iteration 4Q: 3 clusters Score -732407.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -732490.937500 Penalty: 4322.181152
	Iteration 5Q: 3 clusters Score -732490.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -732551.875000 Penalty: 4322.181152
	Iteration 6Q: 3 clusters Score -732551.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -732594.812500 Penalty: 4322.181152
	Iteration 7Q: 3 clusters Score -732594.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -732639.875000 Penalty: 4322.181152
	Iteration 8Q: 3 clusters Score -732639.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -732685.375000 Penalty: 4322.181152
	Iteration 9Q: 3 clusters Score -732685.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -732741.062500 Penalty: 4322.181152
	Iteration 10Q: 3 clusters Score -732741.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -732814.812500 Penalty: 4322.181152
	Iteration 11Q: 3 clusters Score -732814.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -732881.187500 Penalty: 4322.181152
	Iteration 12Q: 3 clusters Score -732881.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -732936.687500 Penalty: 4322.181152
	Iteration 13Q: 3 clusters Score -732936.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -733007.875000 Penalty: 4322.181152
	Iteration 14Q: 3 clusters Score -733007.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -733107.187500 Penalty: 4322.181152
	Iteration 15Q: 3 clusters Score -733107.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -733217.687500 Penalty: 4322.181152
	Iteration 16Q: 3 clusters Score -733217.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -733335.687500 Penalty: 4322.181152
	Iteration 17Q: 3 clusters Score -733335.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -733478.000000 Penalty: 4322.181152
	Iteration 18Q: 3 clusters Score -733478 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -733624.937500 Penalty: 4322.181152
	Iteration 19Q: 3 clusters Score -733624.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -733758.500000 Penalty: 4322.181152
	Iteration 20F: 3 clusters Score -733758.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -733870.750000 Penalty: 4322.181152
	Iteration 21Q: 3 clusters Score -733870.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -733949.937500 Penalty: 4322.181152
	Iteration 22Q: 3 clusters Score -733949.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -734005.687500 Penalty: 4322.181152
	Iteration 23Q: 3 clusters Score -734005.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -734045.937500 Penalty: 4322.181152
	Iteration 24Q: 3 clusters Score -734045.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -734076.750000 Penalty: 4322.181152
	Iteration 25Q: 3 clusters Score -734076.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -734097.437500 Penalty: 4322.181152
	Iteration 26Q: 3 clusters Score -734097.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -734112.187500 Penalty: 4322.181152
	Iteration 27Q: 3 clusters Score -734112.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -734125.000000 Penalty: 4322.181152
	Iteration 28Q: 3 clusters Score -734125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -734131.125000 Penalty: 4322.181152
	Iteration 29Q: 3 clusters Score -734131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -734134.437500 Penalty: 4322.181152
	Iteration 30Q: 3 clusters Score -734134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -734137.062500 Penalty: 4322.181152
	Iteration 31Q: 3 clusters Score -734137.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -734138.500000 Penalty: 4322.181152
	Iteration 32Q: 3 clusters Score -734138.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -734141.812500 Penalty: 4322.181152
	Iteration 33Q: 3 clusters Score -734141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -734141.687500 Penalty: 4322.181152
	Iteration 34Q: 3 clusters Score -734141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -734141.687500 Penalty: 4322.181152
	Iteration 35F: 3 clusters Score -734141.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (175279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175279 members 
Entering Unmasked Estep 
Score: -20956370.000000 Penalty: 2994.385254
	Iteration 0F: 2 clusters Score -2.095637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87823 members 
Mstep: Class 2 contains 87456 members 
Entering Unmasked Estep 
Score: -20845212.000000 Penalty: 5988.770508
	Iteration 0F: 3 clusters Score -2.084521e+07 nChanged 84148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 84452 members 
Entering Unmasked Estep 
Score: -20894228.000000 Penalty: 5988.770508
	Iteration 1F: 3 clusters Score -2.089423e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -20895378.000000 Penalty: 5988.770508
	Iteration 2Q: 3 clusters Score -2.089538e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96406 members 
Mstep: Class 2 contains 78873 members 
Entering Unmasked Estep 
Score: -20897046.000000 Penalty: 5988.770508
	Iteration 3Q: 3 clusters Score -2.089705e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101597 members 
Mstep: Class 2 contains 73682 members 
Entering Unmasked Estep 
Score: -20899838.000000 Penalty: 5988.770508
	Iteration 4Q: 3 clusters Score -2.089984e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109356 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -20904582.000000 Penalty: 5988.770508
	Iteration 5F: 3 clusters Score -2.090458e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -20913352.000000 Penalty: 5988.770508
	Iteration 6F: 3 clusters Score -2.091335e+07 nChanged 14525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133749 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -20925426.000000 Penalty: 5988.770508
	Iteration 7F: 3 clusters Score -2.092543e+07 nChanged 14133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147140 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -20938474.000000 Penalty: 5988.770508
	Iteration 8F: 3 clusters Score -2.093847e+07 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157426 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -20947280.000000 Penalty: 5988.770508
	Iteration 9F: 3 clusters Score -2.094728e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163565 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -20951812.000000 Penalty: 5988.770508
	Iteration 10Q: 3 clusters Score -2.095181e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166726 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -20953712.000000 Penalty: 5988.770508
	Iteration 11Q: 3 clusters Score -2.095371e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168392 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -20954588.000000 Penalty: 5988.770508
	Iteration 12Q: 3 clusters Score -2.095459e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169365 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -20954980.000000 Penalty: 5988.770508
	Iteration 13Q: 3 clusters Score -2.095498e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169947 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -20955162.000000 Penalty: 5988.770508
	Iteration 14Q: 3 clusters Score -2.095516e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170378 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -20955256.000000 Penalty: 5988.770508
	Iteration 15Q: 3 clusters Score -2.095526e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170709 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -20955292.000000 Penalty: 5988.770508
	Iteration 16Q: 3 clusters Score -2.095529e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170957 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -20955236.000000 Penalty: 5988.770508
	Iteration 17Q: 3 clusters Score -2.095524e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171165 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -20955274.000000 Penalty: 5988.770508
	Iteration 18Q: 3 clusters Score -2.095527e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171338 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -20955264.000000 Penalty: 5988.770508
	Iteration 19Q: 3 clusters Score -2.095526e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171484 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -20955236.000000 Penalty: 5988.770508
	Iteration 20F: 3 clusters Score -2.095524e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171604 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -20955230.000000 Penalty: 5988.770508
	Iteration 21Q: 3 clusters Score -2.095523e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171705 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -20955188.000000 Penalty: 5988.770508
	Iteration 22Q: 3 clusters Score -2.095519e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171794 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -20955160.000000 Penalty: 5988.770508
	Iteration 23Q: 3 clusters Score -2.095516e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171875 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -20955146.000000 Penalty: 5988.770508
	Iteration 24Q: 3 clusters Score -2.095515e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171950 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -20955120.000000 Penalty: 5988.770508
	Iteration 25Q: 3 clusters Score -2.095512e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172015 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -20955140.000000 Penalty: 5988.770508
	Iteration 26Q: 3 clusters Score -2.095514e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172084 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -20955080.000000 Penalty: 5988.770508
	Iteration 27Q: 3 clusters Score -2.095508e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172134 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -20955042.000000 Penalty: 5988.770508
	Iteration 28Q: 3 clusters Score -2.095504e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172182 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -20955042.000000 Penalty: 5988.770508
	Iteration 29Q: 3 clusters Score -2.095504e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172220 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -20955020.000000 Penalty: 5988.770508
	Iteration 30Q: 3 clusters Score -2.095502e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172250 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -20954994.000000 Penalty: 5988.770508
	Iteration 31Q: 3 clusters Score -2.095499e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172275 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -20954980.000000 Penalty: 5988.770508
	Iteration 32Q: 3 clusters Score -2.095498e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172295 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -20954980.000000 Penalty: 5988.770508
	Iteration 33Q: 3 clusters Score -2.095498e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172312 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -20954992.000000 Penalty: 5988.770508
	Iteration 34Q: 3 clusters Score -2.095499e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172330 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -20954990.000000 Penalty: 5988.770508
	Iteration 35Q: 3 clusters Score -2.095499e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172348 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -20954994.000000 Penalty: 5988.770508
	Iteration 36Q: 3 clusters Score -2.095499e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172366 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -20955000.000000 Penalty: 5988.770508
	Iteration 37Q: 3 clusters Score -2.0955e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172397 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -20954980.000000 Penalty: 5988.770508
	Iteration 38Q: 3 clusters Score -2.095498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172426 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -20954974.000000 Penalty: 5988.770508
	Iteration 39Q: 3 clusters Score -2.095497e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172453 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -20954960.000000 Penalty: 5988.770508
	Iteration 40F: 3 clusters Score -2.095496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172480 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -20954938.000000 Penalty: 5988.770508
	Iteration 41Q: 3 clusters Score -2.095494e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172496 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -20954942.000000 Penalty: 5988.770508
	Iteration 42Q: 3 clusters Score -2.095494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172510 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -20954948.000000 Penalty: 5988.770508
	Iteration 43Q: 3 clusters Score -2.095495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172526 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -20954938.000000 Penalty: 5988.770508
	Iteration 44Q: 3 clusters Score -2.095494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172541 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -20954950.000000 Penalty: 5988.770508
	Iteration 45Q: 3 clusters Score -2.095495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172560 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -20954954.000000 Penalty: 5988.770508
	Iteration 46Q: 3 clusters Score -2.095495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172571 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -20954954.000000 Penalty: 5988.770508
	Iteration 47Q: 3 clusters Score -2.095495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172583 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -20954934.000000 Penalty: 5988.770508
	Iteration 48Q: 3 clusters Score -2.095493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172591 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -20954942.000000 Penalty: 5988.770508
	Iteration 49Q: 3 clusters Score -2.095494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172602 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -20954938.000000 Penalty: 5988.770508
	Iteration 50Q: 3 clusters Score -2.095494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172612 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -20954942.000000 Penalty: 5988.770508
	Iteration 51Q: 3 clusters Score -2.095494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172620 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -20954940.000000 Penalty: 5988.770508
	Iteration 52Q: 3 clusters Score -2.095494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172626 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -20954944.000000 Penalty: 5988.770508
	Iteration 53Q: 3 clusters Score -2.095494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172634 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -20954946.000000 Penalty: 5988.770508
	Iteration 54Q: 3 clusters Score -2.095495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172642 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -20954930.000000 Penalty: 5988.770508
	Iteration 55Q: 3 clusters Score -2.095493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172647 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -20954940.000000 Penalty: 5988.770508
	Iteration 56Q: 3 clusters Score -2.095494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172656 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -20954942.000000 Penalty: 5988.770508
	Iteration 57Q: 3 clusters Score -2.095494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172660 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -20954934.000000 Penalty: 5988.770508
	Iteration 58Q: 3 clusters Score -2.095493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172663 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -20954930.000000 Penalty: 5988.770508
	Iteration 59Q: 3 clusters Score -2.095493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172666 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -20954926.000000 Penalty: 5988.770508
	Iteration 60F: 3 clusters Score -2.095493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Entering Unmasked Estep 
Score: -799541.125000 Penalty: 2188.920898
	Iteration 0F: 2 clusters Score -799541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -793933.937500 Penalty: 4377.841797
	Iteration 0F: 3 clusters Score -793933.9 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -795384.250000 Penalty: 4377.841797
	Iteration 1F: 3 clusters Score -795384.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -795631.125000 Penalty: 4377.841797
	Iteration 2F: 3 clusters Score -795631.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -795799.750000 Penalty: 4377.841797
	Iteration 3F: 3 clusters Score -795799.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -795933.625000 Penalty: 4377.841797
	Iteration 4Q: 3 clusters Score -795933.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -796070.000000 Penalty: 4377.841797
	Iteration 5Q: 3 clusters Score -796070 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -796211.312500 Penalty: 4377.841797
	Iteration 6Q: 3 clusters Score -796211.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -796372.687500 Penalty: 4377.841797
	Iteration 7Q: 3 clusters Score -796372.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -796540.125000 Penalty: 4377.841797
	Iteration 8Q: 3 clusters Score -796540.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -796727.750000 Penalty: 4377.841797
	Iteration 9Q: 3 clusters Score -796727.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -796902.187500 Penalty: 4377.841797
	Iteration 10Q: 3 clusters Score -796902.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -797068.687500 Penalty: 4377.841797
	Iteration 11Q: 3 clusters Score -797068.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -797184.375000 Penalty: 4377.841797
	Iteration 12Q: 3 clusters Score -797184.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -797285.812500 Penalty: 4377.841797
	Iteration 13Q: 3 clusters Score -797285.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -797365.500000 Penalty: 4377.841797
	Iteration 14Q: 3 clusters Score -797365.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -797420.500000 Penalty: 4377.841797
	Iteration 15Q: 3 clusters Score -797420.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -797465.437500 Penalty: 4377.841797
	Iteration 16Q: 3 clusters Score -797465.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -797499.875000 Penalty: 4377.841797
	Iteration 17Q: 3 clusters Score -797499.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -797533.187500 Penalty: 4377.841797
	Iteration 18Q: 3 clusters Score -797533.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -797556.812500 Penalty: 4377.841797
	Iteration 19Q: 3 clusters Score -797556.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -797571.250000 Penalty: 4377.841797
	Iteration 20F: 3 clusters Score -797571.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -797582.250000 Penalty: 4377.841797
	Iteration 21Q: 3 clusters Score -797582.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -797591.875000 Penalty: 4377.841797
	Iteration 22Q: 3 clusters Score -797591.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -797596.312500 Penalty: 4377.841797
	Iteration 23Q: 3 clusters Score -797596.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -797605.750000 Penalty: 4377.841797
	Iteration 24Q: 3 clusters Score -797605.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -797611.187500 Penalty: 4377.841797
	Iteration 25Q: 3 clusters Score -797611.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -797615.750000 Penalty: 4377.841797
	Iteration 26Q: 3 clusters Score -797615.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -797619.062500 Penalty: 4377.841797
	Iteration 27Q: 3 clusters Score -797619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -797620.625000 Penalty: 4377.841797
	Iteration 28Q: 3 clusters Score -797620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -797622.062500 Penalty: 4377.841797
	Iteration 29Q: 3 clusters Score -797622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -797622.000000 Penalty: 4377.841797
	Iteration 30Q: 3 clusters Score -797622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -797623.250000 Penalty: 4377.841797
	Iteration 31Q: 3 clusters Score -797623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -797624.312500 Penalty: 4377.841797
	Iteration 32Q: 3 clusters Score -797624.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -797626.000000 Penalty: 4377.841797
	Iteration 33Q: 3 clusters Score -797626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -797627.812500 Penalty: 4377.841797
	Iteration 34Q: 3 clusters Score -797627.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -797627.812500 Penalty: 4377.841797
	Iteration 35F: 3 clusters Score -797627.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Entering Unmasked Estep 
Score: -1147379.375000 Penalty: 2279.760742
	Iteration 0F: 2 clusters Score -1147379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1139763.125000 Penalty: 4559.521484
	Iteration 0F: 3 clusters Score -1139763 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1141961.125000 Penalty: 4559.521484
	Iteration 1F: 3 clusters Score -1141961 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1142274.000000 Penalty: 4559.521484
	Iteration 2F: 3 clusters Score -1142274 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1142569.250000 Penalty: 4559.521484
	Iteration 3F: 3 clusters Score -1142569 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1142894.250000 Penalty: 4559.521484
	Iteration 4F: 3 clusters Score -1142894 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1143227.375000 Penalty: 4559.521484
	Iteration 5F: 3 clusters Score -1143227 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1143556.125000 Penalty: 4559.521484
	Iteration 6F: 3 clusters Score -1143556 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1143847.500000 Penalty: 4559.521484
	Iteration 7Q: 3 clusters Score -1143848 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1144157.375000 Penalty: 4559.521484
	Iteration 8Q: 3 clusters Score -1144157 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1144488.625000 Penalty: 4559.521484
	Iteration 9F: 3 clusters Score -1144489 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1144798.125000 Penalty: 4559.521484
	Iteration 10Q: 3 clusters Score -1144798 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1145090.625000 Penalty: 4559.521484
	Iteration 11Q: 3 clusters Score -1145091 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1145287.875000 Penalty: 4559.521484
	Iteration 12Q: 3 clusters Score -1145288 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1145434.000000 Penalty: 4559.521484
	Iteration 13Q: 3 clusters Score -1145434 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1145545.500000 Penalty: 4559.521484
	Iteration 14Q: 3 clusters Score -1145546 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1145626.000000 Penalty: 4559.521484
	Iteration 15Q: 3 clusters Score -1145626 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1145683.750000 Penalty: 4559.521484
	Iteration 16Q: 3 clusters Score -1145684 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1145731.000000 Penalty: 4559.521484
	Iteration 17Q: 3 clusters Score -1145731 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1145777.000000 Penalty: 4559.521484
	Iteration 18Q: 3 clusters Score -1145777 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1145816.750000 Penalty: 4559.521484
	Iteration 19Q: 3 clusters Score -1145817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1145856.375000 Penalty: 4559.521484
	Iteration 20F: 3 clusters Score -1145856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1145886.500000 Penalty: 4559.521484
	Iteration 21Q: 3 clusters Score -1145886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1145914.125000 Penalty: 4559.521484
	Iteration 22Q: 3 clusters Score -1145914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1145938.250000 Penalty: 4559.521484
	Iteration 23Q: 3 clusters Score -1145938 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1145963.875000 Penalty: 4559.521484
	Iteration 24Q: 3 clusters Score -1145964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1145979.125000 Penalty: 4559.521484
	Iteration 25Q: 3 clusters Score -1145979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1145991.000000 Penalty: 4559.521484
	Iteration 26Q: 3 clusters Score -1145991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1146003.375000 Penalty: 4559.521484
	Iteration 27Q: 3 clusters Score -1146003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1146021.875000 Penalty: 4559.521484
	Iteration 28Q: 3 clusters Score -1146022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1146039.250000 Penalty: 4559.521484
	Iteration 29Q: 3 clusters Score -1146039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1146049.875000 Penalty: 4559.521484
	Iteration 30Q: 3 clusters Score -1146050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1146059.375000 Penalty: 4559.521484
	Iteration 31Q: 3 clusters Score -1146059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1146065.500000 Penalty: 4559.521484
	Iteration 32Q: 3 clusters Score -1146066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1146069.625000 Penalty: 4559.521484
	Iteration 33Q: 3 clusters Score -1146070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1146072.750000 Penalty: 4559.521484
	Iteration 34Q: 3 clusters Score -1146073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1146073.500000 Penalty: 4559.521484
	Iteration 35Q: 3 clusters Score -1146074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1146073.250000 Penalty: 4559.521484
	Iteration 36Q: 3 clusters Score -1146073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1146073.250000 Penalty: 4559.521484
	Iteration 37F: 3 clusters Score -1146073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Entering Unmasked Estep 
Score: -547870.062500 Penalty: 2092.982910
	Iteration 0F: 2 clusters Score -547870.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -543569.875000 Penalty: 4185.965820
	Iteration 0F: 3 clusters Score -543569.9 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -544555.875000 Penalty: 4185.965820
	Iteration 1F: 3 clusters Score -544555.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -544805.625000 Penalty: 4185.965820
	Iteration 2F: 3 clusters Score -544805.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -545019.875000 Penalty: 4185.965820
	Iteration 3F: 3 clusters Score -545019.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -545168.375000 Penalty: 4185.965820
	Iteration 4F: 3 clusters Score -545168.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -545305.250000 Penalty: 4185.965820
	Iteration 5Q: 3 clusters Score -545305.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -545436.812500 Penalty: 4185.965820
	Iteration 6Q: 3 clusters Score -545436.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -545540.875000 Penalty: 4185.965820
	Iteration 7Q: 3 clusters Score -545540.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -545622.312500 Penalty: 4185.965820
	Iteration 8Q: 3 clusters Score -545622.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -545690.437500 Penalty: 4185.965820
	Iteration 9Q: 3 clusters Score -545690.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -545761.562500 Penalty: 4185.965820
	Iteration 10Q: 3 clusters Score -545761.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -545824.437500 Penalty: 4185.965820
	Iteration 11Q: 3 clusters Score -545824.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -545886.000000 Penalty: 4185.965820
	Iteration 12Q: 3 clusters Score -545886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -545931.687500 Penalty: 4185.965820
	Iteration 13Q: 3 clusters Score -545931.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -545973.937500 Penalty: 4185.965820
	Iteration 14Q: 3 clusters Score -545973.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -546010.750000 Penalty: 4185.965820
	Iteration 15Q: 3 clusters Score -546010.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -546045.125000 Penalty: 4185.965820
	Iteration 16Q: 3 clusters Score -546045.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -546083.437500 Penalty: 4185.965820
	Iteration 17Q: 3 clusters Score -546083.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -546113.687500 Penalty: 4185.965820
	Iteration 18Q: 3 clusters Score -546113.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -546140.187500 Penalty: 4185.965820
	Iteration 19Q: 3 clusters Score -546140.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -546160.312500 Penalty: 4185.965820
	Iteration 20F: 3 clusters Score -546160.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -546178.562500 Penalty: 4185.965820
	Iteration 21Q: 3 clusters Score -546178.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -546203.750000 Penalty: 4185.965820
	Iteration 22Q: 3 clusters Score -546203.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -546231.312500 Penalty: 4185.965820
	Iteration 23Q: 3 clusters Score -546231.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -546261.000000 Penalty: 4185.965820
	Iteration 24Q: 3 clusters Score -546261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -546281.812500 Penalty: 4185.965820
	Iteration 25Q: 3 clusters Score -546281.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -546301.937500 Penalty: 4185.965820
	Iteration 26Q: 3 clusters Score -546301.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -546319.000000 Penalty: 4185.965820
	Iteration 27Q: 3 clusters Score -546319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -546336.500000 Penalty: 4185.965820
	Iteration 28Q: 3 clusters Score -546336.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -546349.562500 Penalty: 4185.965820
	Iteration 29Q: 3 clusters Score -546349.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -546356.812500 Penalty: 4185.965820
	Iteration 30Q: 3 clusters Score -546356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -546358.437500 Penalty: 4185.965820
	Iteration 31Q: 3 clusters Score -546358.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -546363.000000 Penalty: 4185.965820
	Iteration 32Q: 3 clusters Score -546363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -546368.187500 Penalty: 4185.965820
	Iteration 33Q: 3 clusters Score -546368.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -546370.250000 Penalty: 4185.965820
	Iteration 34Q: 3 clusters Score -546370.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -546374.750000 Penalty: 4185.965820
	Iteration 35Q: 3 clusters Score -546374.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -546377.937500 Penalty: 4185.965820
	Iteration 36Q: 3 clusters Score -546377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -546379.562500 Penalty: 4185.965820
	Iteration 37Q: 3 clusters Score -546379.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -546378.937500 Penalty: 4185.965820
	Iteration 38Q: 3 clusters Score -546378.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -546378.937500 Penalty: 4185.965820
	Iteration 39F: 3 clusters Score -546378.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (154820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154820 members 
Entering Unmasked Estep 
Score: -18419826.000000 Penalty: 2963.604736
	Iteration 0F: 2 clusters Score -1.841983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77766 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -18316922.000000 Penalty: 5927.209473
	Iteration 0F: 3 clusters Score -1.831692e+07 nChanged 74154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84084 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -18361412.000000 Penalty: 5927.209473
	Iteration 1F: 3 clusters Score -1.836141e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -18363832.000000 Penalty: 5927.209473
	Iteration 2Q: 3 clusters Score -1.836383e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94727 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -18367632.000000 Penalty: 5927.209473
	Iteration 3F: 3 clusters Score -1.836763e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103336 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -18374160.000000 Penalty: 5927.209473
	Iteration 4F: 3 clusters Score -1.837416e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113956 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -18383280.000000 Penalty: 5927.209473
	Iteration 5F: 3 clusters Score -1.838328e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124929 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -18393560.000000 Penalty: 5927.209473
	Iteration 6F: 3 clusters Score -1.839356e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134148 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -18402346.000000 Penalty: 5927.209473
	Iteration 7F: 3 clusters Score -1.840235e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140728 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -18408282.000000 Penalty: 5927.209473
	Iteration 8Q: 3 clusters Score -1.840828e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145131 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -18411770.000000 Penalty: 5927.209473
	Iteration 9Q: 3 clusters Score -1.841177e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148081 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -18413934.000000 Penalty: 5927.209473
	Iteration 10Q: 3 clusters Score -1.841393e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150045 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -18415254.000000 Penalty: 5927.209473
	Iteration 11Q: 3 clusters Score -1.841525e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151345 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -18415966.000000 Penalty: 5927.209473
	Iteration 12Q: 3 clusters Score -1.841597e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152283 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -18416414.000000 Penalty: 5927.209473
	Iteration 13Q: 3 clusters Score -1.841641e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152888 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -18416740.000000 Penalty: 5927.209473
	Iteration 14Q: 3 clusters Score -1.841674e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153292 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -18416950.000000 Penalty: 5927.209473
	Iteration 15Q: 3 clusters Score -1.841695e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153550 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -18417016.000000 Penalty: 5927.209473
	Iteration 16Q: 3 clusters Score -1.841702e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153732 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -18417102.000000 Penalty: 5927.209473
	Iteration 17Q: 3 clusters Score -1.84171e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153852 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -18417196.000000 Penalty: 5927.209473
	Iteration 18Q: 3 clusters Score -1.84172e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153953 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -18417206.000000 Penalty: 5927.209473
	Iteration 19Q: 3 clusters Score -1.841721e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154017 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -18417220.000000 Penalty: 5927.209473
	Iteration 20F: 3 clusters Score -1.841722e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154061 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -18417234.000000 Penalty: 5927.209473
	Iteration 21Q: 3 clusters Score -1.841723e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154099 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -18417270.000000 Penalty: 5927.209473
	Iteration 22Q: 3 clusters Score -1.841727e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154134 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -18417266.000000 Penalty: 5927.209473
	Iteration 23Q: 3 clusters Score -1.841727e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154163 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -18417272.000000 Penalty: 5927.209473
	Iteration 24Q: 3 clusters Score -1.841727e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154180 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -18417280.000000 Penalty: 5927.209473
	Iteration 25Q: 3 clusters Score -1.841728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154194 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -18417300.000000 Penalty: 5927.209473
	Iteration 26Q: 3 clusters Score -1.84173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154202 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18417286.000000 Penalty: 5927.209473
	Iteration 27Q: 3 clusters Score -1.841729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154211 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -18417314.000000 Penalty: 5927.209473
	Iteration 28Q: 3 clusters Score -1.841731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154214 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -18417318.000000 Penalty: 5927.209473
	Iteration 29Q: 3 clusters Score -1.841732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154216 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -18417316.000000 Penalty: 5927.209473
	Iteration 30Q: 3 clusters Score -1.841732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154219 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -18417330.000000 Penalty: 5927.209473
	Iteration 31Q: 3 clusters Score -1.841733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154225 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -18417334.000000 Penalty: 5927.209473
	Iteration 32Q: 3 clusters Score -1.841733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154231 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -18417328.000000 Penalty: 5927.209473
	Iteration 33Q: 3 clusters Score -1.841733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154236 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -18417334.000000 Penalty: 5927.209473
	Iteration 34Q: 3 clusters Score -1.841733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154240 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -18417334.000000 Penalty: 5927.209473
	Iteration 35Q: 3 clusters Score -1.841733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154241 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -18417338.000000 Penalty: 5927.209473
	Iteration 36Q: 3 clusters Score -1.841734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154241 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -18417338.000000 Penalty: 5927.209473
	Iteration 37F: 3 clusters Score -1.841734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Entering Unmasked Estep 
Score: -1847417.875000 Penalty: 2400.926758
	Iteration 0F: 2 clusters Score -1847418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1835916.500000 Penalty: 4801.853516
	Iteration 0F: 3 clusters Score -1835916 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1839654.500000 Penalty: 4801.853516
	Iteration 1F: 3 clusters Score -1839654 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1840009.875000 Penalty: 4801.853516
	Iteration 2F: 3 clusters Score -1840010 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1840270.875000 Penalty: 4801.853516
	Iteration 3Q: 3 clusters Score -1840271 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1840468.125000 Penalty: 4801.853516
	Iteration 4Q: 3 clusters Score -1840468 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1840614.375000 Penalty: 4801.853516
	Iteration 5Q: 3 clusters Score -1840614 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1840743.500000 Penalty: 4801.853516
	Iteration 6Q: 3 clusters Score -1840744 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1840855.500000 Penalty: 4801.853516
	Iteration 7Q: 3 clusters Score -1840856 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1840970.375000 Penalty: 4801.853516
	Iteration 8Q: 3 clusters Score -1840970 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1841093.625000 Penalty: 4801.853516
	Iteration 9Q: 3 clusters Score -1841094 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1841227.625000 Penalty: 4801.853516
	Iteration 10Q: 3 clusters Score -1841228 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1841368.500000 Penalty: 4801.853516
	Iteration 11Q: 3 clusters Score -1841368 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1841546.000000 Penalty: 4801.853516
	Iteration 12Q: 3 clusters Score -1841546 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1841792.500000 Penalty: 4801.853516
	Iteration 13Q: 3 clusters Score -1841792 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1842102.250000 Penalty: 4801.853516
	Iteration 14Q: 3 clusters Score -1842102 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1842502.500000 Penalty: 4801.853516
	Iteration 15Q: 3 clusters Score -1842502 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1842969.000000 Penalty: 4801.853516
	Iteration 16Q: 3 clusters Score -1842969 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1843506.250000 Penalty: 4801.853516
	Iteration 17Q: 3 clusters Score -1843506 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1844042.500000 Penalty: 4801.853516
	Iteration 18Q: 3 clusters Score -1844042 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1844482.250000 Penalty: 4801.853516
	Iteration 19Q: 3 clusters Score -1844482 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1844840.375000 Penalty: 4801.853516
	Iteration 20F: 3 clusters Score -1844840 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1845133.250000 Penalty: 4801.853516
	Iteration 21Q: 3 clusters Score -1845133 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1845304.750000 Penalty: 4801.853516
	Iteration 22Q: 3 clusters Score -1845305 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1845407.625000 Penalty: 4801.853516
	Iteration 23Q: 3 clusters Score -1845408 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1845489.875000 Penalty: 4801.853516
	Iteration 24Q: 3 clusters Score -1845490 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1845554.375000 Penalty: 4801.853516
	Iteration 25Q: 3 clusters Score -1845554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1845581.875000 Penalty: 4801.853516
	Iteration 26Q: 3 clusters Score -1845582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1845595.250000 Penalty: 4801.853516
	Iteration 27Q: 3 clusters Score -1845595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1845609.125000 Penalty: 4801.853516
	Iteration 28Q: 3 clusters Score -1845609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1845619.625000 Penalty: 4801.853516
	Iteration 29Q: 3 clusters Score -1845620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1845630.125000 Penalty: 4801.853516
	Iteration 30Q: 3 clusters Score -1845630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1845636.875000 Penalty: 4801.853516
	Iteration 31Q: 3 clusters Score -1845637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1845642.750000 Penalty: 4801.853516
	Iteration 32Q: 3 clusters Score -1845643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1845643.375000 Penalty: 4801.853516
	Iteration 33Q: 3 clusters Score -1845643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1845644.500000 Penalty: 4801.853516
	Iteration 34Q: 3 clusters Score -1845644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1845643.375000 Penalty: 4801.853516
	Iteration 35Q: 3 clusters Score -1845643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1845645.000000 Penalty: 4801.853516
	Iteration 36Q: 3 clusters Score -1845645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1845645.000000 Penalty: 4801.853516
	Iteration 37F: 3 clusters Score -1845645 nChanged 0
--- Evaluating fit on full set of 4037800 points ---
Entering Unmasked Estep 
Score: -478680160.000000 Penalty: 120716.164062
21->33 Clusters: Score -478680160.000000, best is -478453312.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1345933 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 64586 members 
Mstep: Class 3 contains 63661 members 
Mstep: Class 4 contains 63607 members 
Mstep: Class 5 contains 64083 members 
Mstep: Class 6 contains 64329 members 
Mstep: Class 7 contains 63975 members 
Mstep: Class 8 contains 64027 members 
Mstep: Class 9 contains 64565 members 
Mstep: Class 10 contains 64125 members 
Mstep: Class 11 contains 64101 members 
Mstep: Class 12 contains 64130 members 
Mstep: Class 13 contains 64310 members 
Mstep: Class 14 contains 64047 members 
Mstep: Class 15 contains 64073 members 
Mstep: Class 16 contains 63853 members 
Mstep: Class 17 contains 64375 members 
Mstep: Class 18 contains 63605 members 
Mstep: Class 19 contains 64312 members 
Mstep: Class 20 contains 64107 members 
Mstep: Class 21 contains 63804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 959.544495 but Gain 3499.929688
Score: -149979440.000000 Penalty: 69998.484375
Iteration 0F: 21 clusters Score -1.499794e+08 nChanged 1276263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1431 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 288451 members 
Mstep: Class 3 contains 51016 members 
Mstep: Class 5 contains 30021 members 
Mstep: Class 6 contains 45855 members 
Mstep: Class 7 contains 36364 members 
Mstep: Class 8 contains 27413 members 
Mstep: Class 9 contains 97471 members 
Mstep: Class 10 contains 32363 members 
Mstep: Class 11 contains 102490 members 
Mstep: Class 12 contains 35677 members 
Mstep: Class 13 contains 55853 members 
Mstep: Class 14 contains 142650 members 
Mstep: Class 15 contains 19708 members 
Mstep: Class 16 contains 35745 members 
Mstep: Class 17 contains 79761 members 
Mstep: Class 18 contains 33956 members 
Mstep: Class 19 contains 72515 members 
Mstep: Class 20 contains 70123 members 
Mstep: Class 21 contains 54781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153822688.000000 Penalty: 69998.484375
Iteration 1F: 21 clusters Score -1.538227e+08 nChanged 502888
Entering Unmasked Mstep 
Mstep: Class 0 contains 585 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 362284 members 
Mstep: Class 3 contains 50536 members 
Mstep: Class 5 contains 24958 members 
Mstep: Class 6 contains 37091 members 
Mstep: Class 7 contains 31056 members 
Mstep: Class 8 contains 17455 members 
Mstep: Class 9 contains 113574 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 110327 members 
Mstep: Class 12 contains 27030 members 
Mstep: Class 13 contains 66052 members 
Mstep: Class 14 contains 139150 members 
Mstep: Class 15 contains 18172 members 
Mstep: Class 16 contains 42431 members 
Mstep: Class 17 contains 80024 members 
Mstep: Class 18 contains 16956 members 
Mstep: Class 19 contains 68874 members 
Mstep: Class 20 contains 56262 members 
Mstep: Class 21 contains 38868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154530688.000000 Penalty: 69998.484375
Iteration 2F: 21 clusters Score -1.545307e+08 nChanged 342054
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 345195 members 
Mstep: Class 3 contains 52298 members 
Mstep: Class 5 contains 22281 members 
Mstep: Class 6 contains 32270 members 
Mstep: Class 7 contains 26216 members 
Mstep: Class 8 contains 11531 members 
Mstep: Class 9 contains 130379 members 
Mstep: Class 10 contains 15609 members 
Mstep: Class 11 contains 114855 members 
Mstep: Class 12 contains 25653 members 
Mstep: Class 13 contains 78429 members 
Mstep: Class 14 contains 146583 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 62594 members 
Mstep: Class 17 contains 91525 members 
Mstep: Class 18 contains 6663 members 
Mstep: Class 19 contains 69416 members 
Mstep: Class 20 contains 49798 members 
Mstep: Class 21 contains 30550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154969904.000000 Penalty: 69998.484375
Iteration 3F: 21 clusters Score -1.549699e+08 nChanged 247217
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 306605 members 
Mstep: Class 3 contains 54492 members 
Mstep: Class 5 contains 16376 members 
Mstep: Class 6 contains 29927 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 6671 members 
Mstep: Class 9 contains 144889 members 
Mstep: Class 10 contains 12286 members 
Mstep: Class 11 contains 120511 members 
Mstep: Class 12 contains 26614 members 
Mstep: Class 13 contains 89364 members 
Mstep: Class 14 contains 158739 members 
Mstep: Class 15 contains 14426 members 
Mstep: Class 16 contains 78540 members 
Mstep: Class 17 contains 110478 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 66735 members 
Mstep: Class 20 contains 43704 members 
Mstep: Class 21 contains 25231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155303088.000000 Penalty: 69998.484375
Iteration 4F: 21 clusters Score -1.553031e+08 nChanged 193436
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 278877 members 
Mstep: Class 3 contains 55650 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 28104 members 
Mstep: Class 7 contains 15956 members 
Mstep: Class 8 contains 3795 members 
Mstep: Class 9 contains 150611 members 
Mstep: Class 10 contains 10778 members 
Mstep: Class 11 contains 127600 members 
Mstep: Class 12 contains 28862 members 
Mstep: Class 13 contains 95977 members 
Mstep: Class 14 contains 173287 members 
Mstep: Class 15 contains 12486 members 
Mstep: Class 16 contains 86290 members 
Mstep: Class 17 contains 132875 members 
Mstep: Class 18 contains 5568 members 
Mstep: Class 19 contains 59729 members 
Mstep: Class 20 contains 35174 members 
Mstep: Class 21 contains 20426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155505408.000000 Penalty: 69998.484375
Iteration 5F: 21 clusters Score -1.555054e+08 nChanged 154664
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 255301 members 
Mstep: Class 3 contains 57211 members 
Mstep: Class 5 contains 5998 members 
Mstep: Class 6 contains 24369 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 2870 members 
Mstep: Class 9 contains 149517 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 136750 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 98810 members 
Mstep: Class 14 contains 185538 members 
Mstep: Class 15 contains 13446 members 
Mstep: Class 16 contains 89829 members 
Mstep: Class 17 contains 156560 members 
Mstep: Class 18 contains 5693 members 
Mstep: Class 19 contains 50873 members 
Mstep: Class 20 contains 26074 members 
Mstep: Class 21 contains 16150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155629856.000000 Penalty: 69998.484375
Iteration 6F: 21 clusters Score -1.556299e+08 nChanged 124859
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 230644 members 
Mstep: Class 3 contains 59724 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 21479 members 
Mstep: Class 7 contains 14398 members 
Mstep: Class 8 contains 2787 members 
Mstep: Class 9 contains 144215 members 
Mstep: Class 10 contains 11888 members 
Mstep: Class 11 contains 146283 members 
Mstep: Class 12 contains 35491 members 
Mstep: Class 13 contains 99733 members 
Mstep: Class 14 contains 195669 members 
Mstep: Class 15 contains 13921 members 
Mstep: Class 16 contains 91187 members 
Mstep: Class 17 contains 181235 members 
Mstep: Class 18 contains 5731 members 
Mstep: Class 19 contains 42293 members 
Mstep: Class 20 contains 18603 members 
Mstep: Class 21 contains 12799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155712576.000000 Penalty: 69998.484375
Iteration 7F: 21 clusters Score -1.557126e+08 nChanged 102954
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 208977 members 
Mstep: Class 3 contains 61665 members 
Mstep: Class 5 contains 3135 members 
Mstep: Class 6 contains 19632 members 
Mstep: Class 7 contains 15358 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 138442 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 155052 members 
Mstep: Class 12 contains 38573 members 
Mstep: Class 13 contains 99813 members 
Mstep: Class 14 contains 204170 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 91626 members 
Mstep: Class 17 contains 200431 members 
Mstep: Class 18 contains 5768 members 
Mstep: Class 19 contains 34924 members 
Mstep: Class 20 contains 13478 members 
Mstep: Class 21 contains 10683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155768768.000000 Penalty: 69998.484375
Iteration 8F: 21 clusters Score -1.557688e+08 nChanged 82193
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 193426 members 
Mstep: Class 3 contains 62498 members 
Mstep: Class 5 contains 2754 members 
Mstep: Class 6 contains 18393 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 134147 members 
Mstep: Class 10 contains 15231 members 
Mstep: Class 11 contains 162566 members 
Mstep: Class 12 contains 41045 members 
Mstep: Class 13 contains 99613 members 
Mstep: Class 14 contains 211330 members 
Mstep: Class 15 contains 14080 members 
Mstep: Class 16 contains 91715 members 
Mstep: Class 17 contains 210690 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 29332 members 
Mstep: Class 20 contains 10213 members 
Mstep: Class 21 contains 9884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155810608.000000 Penalty: 69998.484375
Iteration 9F: 21 clusters Score -1.558106e+08 nChanged 66585
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 184360 members 
Mstep: Class 3 contains 62495 members 
Mstep: Class 5 contains 2610 members 
Mstep: Class 6 contains 17483 members 
Mstep: Class 7 contains 18231 members 
Mstep: Class 8 contains 3155 members 
Mstep: Class 9 contains 130435 members 
Mstep: Class 10 contains 16528 members 
Mstep: Class 11 contains 168247 members 
Mstep: Class 12 contains 42993 members 
Mstep: Class 13 contains 99326 members 
Mstep: Class 14 contains 217153 members 
Mstep: Class 15 contains 14133 members 
Mstep: Class 16 contains 91420 members 
Mstep: Class 17 contains 214851 members 
Mstep: Class 18 contains 5835 members 
Mstep: Class 19 contains 25368 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 10120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155842336.000000 Penalty: 69998.484375
Iteration 10Q: 21 clusters Score -1.558423e+08 nChanged 55826
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 178982 members 
Mstep: Class 3 contains 61980 members 
Mstep: Class 5 contains 2520 members 
Mstep: Class 6 contains 16716 members 
Mstep: Class 7 contains 19854 members 
Mstep: Class 8 contains 3152 members 
Mstep: Class 9 contains 127594 members 
Mstep: Class 10 contains 17502 members 
Mstep: Class 11 contains 172235 members 
Mstep: Class 12 contains 44512 members 
Mstep: Class 13 contains 98971 members 
Mstep: Class 14 contains 221710 members 
Mstep: Class 15 contains 14198 members 
Mstep: Class 16 contains 90817 members 
Mstep: Class 17 contains 215993 members 
Mstep: Class 18 contains 5844 members 
Mstep: Class 19 contains 22768 members 
Mstep: Class 20 contains 7110 members 
Mstep: Class 21 contains 11036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155867664.000000 Penalty: 69998.484375
Iteration 11Q: 21 clusters Score -1.558677e+08 nChanged 47238
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 176077 members 
Mstep: Class 3 contains 61391 members 
Mstep: Class 5 contains 2509 members 
Mstep: Class 6 contains 16104 members 
Mstep: Class 7 contains 21530 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 125495 members 
Mstep: Class 10 contains 18161 members 
Mstep: Class 11 contains 174490 members 
Mstep: Class 12 contains 45772 members 
Mstep: Class 13 contains 98553 members 
Mstep: Class 14 contains 225292 members 
Mstep: Class 15 contains 14255 members 
Mstep: Class 16 contains 90008 members 
Mstep: Class 17 contains 215574 members 
Mstep: Class 18 contains 5836 members 
Mstep: Class 19 contains 20913 members 
Mstep: Class 20 contains 6456 members 
Mstep: Class 21 contains 12399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155886896.000000 Penalty: 69998.484375
Iteration 12Q: 21 clusters Score -1.558869e+08 nChanged 39921
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 174900 members 
Mstep: Class 3 contains 60857 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 15581 members 
Mstep: Class 7 contains 23097 members 
Mstep: Class 8 contains 3208 members 
Mstep: Class 9 contains 123836 members 
Mstep: Class 10 contains 18566 members 
Mstep: Class 11 contains 175612 members 
Mstep: Class 12 contains 46852 members 
Mstep: Class 13 contains 98261 members 
Mstep: Class 14 contains 228152 members 
Mstep: Class 15 contains 14300 members 
Mstep: Class 16 contains 89007 members 
Mstep: Class 17 contains 214392 members 
Mstep: Class 18 contains 5827 members 
Mstep: Class 19 contains 19579 members 
Mstep: Class 20 contains 6146 members 
Mstep: Class 21 contains 13914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155900576.000000 Penalty: 69998.484375
Iteration 13Q: 21 clusters Score -1.559006e+08 nChanged 33966
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 174807 members 
Mstep: Class 3 contains 60563 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 15081 members 
Mstep: Class 7 contains 24513 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 122334 members 
Mstep: Class 10 contains 18777 members 
Mstep: Class 11 contains 175883 members 
Mstep: Class 12 contains 47897 members 
Mstep: Class 13 contains 97985 members 
Mstep: Class 14 contains 230387 members 
Mstep: Class 15 contains 14338 members 
Mstep: Class 16 contains 87842 members 
Mstep: Class 17 contains 213284 members 
Mstep: Class 18 contains 5821 members 
Mstep: Class 19 contains 18632 members 
Mstep: Class 20 contains 6034 members 
Mstep: Class 21 contains 15326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155910224.000000 Penalty: 69998.484375
Iteration 14Q: 21 clusters Score -1.559102e+08 nChanged 29243
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 175361 members 
Mstep: Class 3 contains 60377 members 
Mstep: Class 5 contains 2329 members 
Mstep: Class 6 contains 14611 members 
Mstep: Class 7 contains 25791 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 120899 members 
Mstep: Class 10 contains 18836 members 
Mstep: Class 11 contains 175497 members 
Mstep: Class 12 contains 48889 members 
Mstep: Class 13 contains 97759 members 
Mstep: Class 14 contains 232413 members 
Mstep: Class 15 contains 14394 members 
Mstep: Class 16 contains 86650 members 
Mstep: Class 17 contains 212256 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 17931 members 
Mstep: Class 20 contains 6144 members 
Mstep: Class 21 contains 16551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155917648.000000 Penalty: 69998.484375
Iteration 15Q: 21 clusters Score -1.559176e+08 nChanged 25522
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 176322 members 
Mstep: Class 3 contains 60376 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 14164 members 
Mstep: Class 7 contains 26984 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 119388 members 
Mstep: Class 10 contains 18778 members 
Mstep: Class 11 contains 174783 members 
Mstep: Class 12 contains 49754 members 
Mstep: Class 13 contains 97594 members 
Mstep: Class 14 contains 234131 members 
Mstep: Class 15 contains 14447 members 
Mstep: Class 16 contains 85481 members 
Mstep: Class 17 contains 211495 members 
Mstep: Class 18 contains 5813 members 
Mstep: Class 19 contains 17432 members 
Mstep: Class 20 contains 6333 members 
Mstep: Class 21 contains 17561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155924240.000000 Penalty: 69998.484375
Iteration 16Q: 21 clusters Score -1.559242e+08 nChanged 22461
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 177546 members 
Mstep: Class 3 contains 60527 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 13715 members 
Mstep: Class 7 contains 28039 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 9 contains 117945 members 
Mstep: Class 10 contains 18670 members 
Mstep: Class 11 contains 173842 members 
Mstep: Class 12 contains 50606 members 
Mstep: Class 13 contains 97471 members 
Mstep: Class 14 contains 235334 members 
Mstep: Class 15 contains 14464 members 
Mstep: Class 16 contains 84372 members 
Mstep: Class 17 contains 211080 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 17144 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 21 contains 18385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155927456.000000 Penalty: 69998.484375
Iteration 17Q: 21 clusters Score -1.559275e+08 nChanged 20100
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 178792 members 
Mstep: Class 3 contains 60744 members 
Mstep: Class 5 contains 2056 members 
Mstep: Class 6 contains 13311 members 
Mstep: Class 7 contains 29004 members 
Mstep: Class 8 contains 3390 members 
Mstep: Class 9 contains 116688 members 
Mstep: Class 10 contains 18569 members 
Mstep: Class 11 contains 172752 members 
Mstep: Class 12 contains 51439 members 
Mstep: Class 13 contains 97395 members 
Mstep: Class 14 contains 236233 members 
Mstep: Class 15 contains 14452 members 
Mstep: Class 16 contains 83233 members 
Mstep: Class 17 contains 210902 members 
Mstep: Class 18 contains 5811 members 
Mstep: Class 19 contains 17002 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 19078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155931136.000000 Penalty: 69998.484375
Iteration 18Q: 21 clusters Score -1.559311e+08 nChanged 18042
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 180049 members 
Mstep: Class 3 contains 60918 members 
Mstep: Class 5 contains 1967 members 
Mstep: Class 6 contains 12893 members 
Mstep: Class 7 contains 29872 members 
Mstep: Class 8 contains 3369 members 
Mstep: Class 9 contains 115509 members 
Mstep: Class 10 contains 18444 members 
Mstep: Class 11 contains 171750 members 
Mstep: Class 12 contains 52264 members 
Mstep: Class 13 contains 97287 members 
Mstep: Class 14 contains 236821 members 
Mstep: Class 15 contains 14409 members 
Mstep: Class 16 contains 82284 members 
Mstep: Class 17 contains 210993 members 
Mstep: Class 18 contains 5805 members 
Mstep: Class 19 contains 16877 members 
Mstep: Class 20 contains 7162 members 
Mstep: Class 21 contains 19568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155933472.000000 Penalty: 69998.484375
Iteration 19Q: 21 clusters Score -1.559335e+08 nChanged 16321
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 181222 members 
Mstep: Class 3 contains 60916 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 12545 members 
Mstep: Class 7 contains 30681 members 
Mstep: Class 8 contains 3351 members 
Mstep: Class 9 contains 114318 members 
Mstep: Class 10 contains 18291 members 
Mstep: Class 11 contains 170922 members 
Mstep: Class 12 contains 53050 members 
Mstep: Class 13 contains 97212 members 
Mstep: Class 14 contains 237080 members 
Mstep: Class 15 contains 14352 members 
Mstep: Class 16 contains 81426 members 
Mstep: Class 17 contains 211333 members 
Mstep: Class 18 contains 5801 members 
Mstep: Class 19 contains 16774 members 
Mstep: Class 20 contains 7510 members 
Mstep: Class 21 contains 19982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155937520.000000 Penalty: 69998.484375
Iteration 20F: 21 clusters Score -1.559375e+08 nChanged 15099
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 182229 members 
Mstep: Class 3 contains 60764 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 12425 members 
Mstep: Class 7 contains 31308 members 
Mstep: Class 8 contains 3524 members 
Mstep: Class 9 contains 113207 members 
Mstep: Class 10 contains 18142 members 
Mstep: Class 11 contains 170206 members 
Mstep: Class 12 contains 53737 members 
Mstep: Class 13 contains 97054 members 
Mstep: Class 14 contains 236935 members 
Mstep: Class 15 contains 14307 members 
Mstep: Class 16 contains 80658 members 
Mstep: Class 17 contains 211838 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 16690 members 
Mstep: Class 20 contains 7899 members 
Mstep: Class 21 contains 20341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155940672.000000 Penalty: 69998.484375
Iteration 21Q: 21 clusters Score -1.559407e+08 nChanged 13866
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 183273 members 
Mstep: Class 3 contains 60552 members 
Mstep: Class 5 contains 1883 members 
Mstep: Class 6 contains 12224 members 
Mstep: Class 7 contains 31853 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 112071 members 
Mstep: Class 10 contains 18015 members 
Mstep: Class 11 contains 169453 members 
Mstep: Class 12 contains 54349 members 
Mstep: Class 13 contains 96886 members 
Mstep: Class 14 contains 236593 members 
Mstep: Class 15 contains 14251 members 
Mstep: Class 16 contains 80028 members 
Mstep: Class 17 contains 212608 members 
Mstep: Class 18 contains 5772 members 
Mstep: Class 19 contains 16628 members 
Mstep: Class 20 contains 8335 members 
Mstep: Class 21 contains 20648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155942688.000000 Penalty: 69998.484375
Iteration 22Q: 21 clusters Score -1.559427e+08 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 184202 members 
Mstep: Class 3 contains 60240 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 12057 members 
Mstep: Class 7 contains 32330 members 
Mstep: Class 8 contains 3800 members 
Mstep: Class 9 contains 111071 members 
Mstep: Class 10 contains 17861 members 
Mstep: Class 11 contains 168813 members 
Mstep: Class 12 contains 54892 members 
Mstep: Class 13 contains 96729 members 
Mstep: Class 14 contains 236069 members 
Mstep: Class 15 contains 14214 members 
Mstep: Class 16 contains 79429 members 
Mstep: Class 17 contains 213525 members 
Mstep: Class 18 contains 5762 members 
Mstep: Class 19 contains 16625 members 
Mstep: Class 20 contains 8720 members 
Mstep: Class 21 contains 20918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155944992.000000 Penalty: 69998.484375
Iteration 23Q: 21 clusters Score -1.55945e+08 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 184969 members 
Mstep: Class 3 contains 59880 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 11879 members 
Mstep: Class 7 contains 32752 members 
Mstep: Class 8 contains 3936 members 
Mstep: Class 9 contains 110150 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 168321 members 
Mstep: Class 12 contains 55334 members 
Mstep: Class 13 contains 96623 members 
Mstep: Class 14 contains 235418 members 
Mstep: Class 15 contains 14186 members 
Mstep: Class 16 contains 78903 members 
Mstep: Class 17 contains 214480 members 
Mstep: Class 18 contains 5757 members 
Mstep: Class 19 contains 16651 members 
Mstep: Class 20 contains 9163 members 
Mstep: Class 21 contains 21132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155946880.000000 Penalty: 69998.484375
Iteration 24Q: 21 clusters Score -1.559469e+08 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 185672 members 
Mstep: Class 3 contains 59431 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 11717 members 
Mstep: Class 7 contains 33111 members 
Mstep: Class 8 contains 4055 members 
Mstep: Class 9 contains 109225 members 
Mstep: Class 10 contains 17658 members 
Mstep: Class 11 contains 167908 members 
Mstep: Class 12 contains 55759 members 
Mstep: Class 13 contains 96536 members 
Mstep: Class 14 contains 234685 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 78445 members 
Mstep: Class 17 contains 215488 members 
Mstep: Class 18 contains 5756 members 
Mstep: Class 19 contains 16647 members 
Mstep: Class 20 contains 9652 members 
Mstep: Class 21 contains 21325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155948240.000000 Penalty: 69998.484375
Iteration 25Q: 21 clusters Score -1.559482e+08 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 186234 members 
Mstep: Class 3 contains 58942 members 
Mstep: Class 5 contains 1981 members 
Mstep: Class 6 contains 11563 members 
Mstep: Class 7 contains 33418 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 108404 members 
Mstep: Class 10 contains 17609 members 
Mstep: Class 11 contains 167507 members 
Mstep: Class 12 contains 56164 members 
Mstep: Class 13 contains 96463 members 
Mstep: Class 14 contains 233821 members 
Mstep: Class 15 contains 14168 members 
Mstep: Class 16 contains 78058 members 
Mstep: Class 17 contains 216612 members 
Mstep: Class 18 contains 5752 members 
Mstep: Class 19 contains 16629 members 
Mstep: Class 20 contains 10160 members 
Mstep: Class 21 contains 21501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155949680.000000 Penalty: 69998.484375
Iteration 26Q: 21 clusters Score -1.559497e+08 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 186843 members 
Mstep: Class 3 contains 58409 members 
Mstep: Class 5 contains 2041 members 
Mstep: Class 6 contains 11418 members 
Mstep: Class 7 contains 33698 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 107552 members 
Mstep: Class 10 contains 17591 members 
Mstep: Class 11 contains 167134 members 
Mstep: Class 12 contains 56546 members 
Mstep: Class 13 contains 96396 members 
Mstep: Class 14 contains 232801 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 77759 members 
Mstep: Class 17 contains 217817 members 
Mstep: Class 18 contains 5752 members 
Mstep: Class 19 contains 16576 members 
Mstep: Class 20 contains 10666 members 
Mstep: Class 21 contains 21663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155951296.000000 Penalty: 69998.484375
Iteration 27Q: 21 clusters Score -1.559513e+08 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 187363 members 
Mstep: Class 3 contains 57886 members 
Mstep: Class 5 contains 2096 members 
Mstep: Class 6 contains 11282 members 
Mstep: Class 7 contains 33916 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 106880 members 
Mstep: Class 10 contains 17607 members 
Mstep: Class 11 contains 166806 members 
Mstep: Class 12 contains 56877 members 
Mstep: Class 13 contains 96356 members 
Mstep: Class 14 contains 231669 members 
Mstep: Class 15 contains 14165 members 
Mstep: Class 16 contains 77520 members 
Mstep: Class 17 contains 219014 members 
Mstep: Class 18 contains 5751 members 
Mstep: Class 19 contains 16542 members 
Mstep: Class 20 contains 11170 members 
Mstep: Class 21 contains 21797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155951712.000000 Penalty: 69998.484375
Iteration 28Q: 21 clusters Score -1.559517e+08 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 187867 members 
Mstep: Class 3 contains 57379 members 
Mstep: Class 5 contains 2143 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 34133 members 
Mstep: Class 8 contains 4399 members 
Mstep: Class 9 contains 106141 members 
Mstep: Class 10 contains 17650 members 
Mstep: Class 11 contains 166599 members 
Mstep: Class 12 contains 57130 members 
Mstep: Class 13 contains 96320 members 
Mstep: Class 14 contains 230494 members 
Mstep: Class 15 contains 14168 members 
Mstep: Class 16 contains 77312 members 
Mstep: Class 17 contains 220236 members 
Mstep: Class 18 contains 5747 members 
Mstep: Class 19 contains 16501 members 
Mstep: Class 20 contains 11712 members 
Mstep: Class 21 contains 21906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155952080.000000 Penalty: 69998.484375
Iteration 29Q: 21 clusters Score -1.559521e+08 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 188420 members 
Mstep: Class 3 contains 56848 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 11051 members 
Mstep: Class 7 contains 34316 members 
Mstep: Class 8 contains 4445 members 
Mstep: Class 9 contains 105391 members 
Mstep: Class 10 contains 17728 members 
Mstep: Class 11 contains 166402 members 
Mstep: Class 12 contains 57392 members 
Mstep: Class 13 contains 96299 members 
Mstep: Class 14 contains 229281 members 
Mstep: Class 15 contains 14168 members 
Mstep: Class 16 contains 77151 members 
Mstep: Class 17 contains 221424 members 
Mstep: Class 18 contains 5749 members 
Mstep: Class 19 contains 16470 members 
Mstep: Class 20 contains 12246 members 
Mstep: Class 21 contains 22006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155952944.000000 Penalty: 69998.484375
Iteration 30Q: 21 clusters Score -1.559529e+08 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 188916 members 
Mstep: Class 3 contains 56335 members 
Mstep: Class 5 contains 2215 members 
Mstep: Class 6 contains 10954 members 
Mstep: Class 7 contains 34476 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 104568 members 
Mstep: Class 10 contains 17837 members 
Mstep: Class 11 contains 166280 members 
Mstep: Class 12 contains 57648 members 
Mstep: Class 13 contains 96297 members 
Mstep: Class 14 contains 228101 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 76970 members 
Mstep: Class 17 contains 222607 members 
Mstep: Class 18 contains 5747 members 
Mstep: Class 19 contains 16467 members 
Mstep: Class 20 contains 12769 members 
Mstep: Class 21 contains 22111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155953920.000000 Penalty: 69998.484375
Iteration 31Q: 21 clusters Score -1.559539e+08 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 189356 members 
Mstep: Class 3 contains 55837 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 10888 members 
Mstep: Class 7 contains 34603 members 
Mstep: Class 8 contains 4525 members 
Mstep: Class 9 contains 103782 members 
Mstep: Class 10 contains 17952 members 
Mstep: Class 11 contains 166184 members 
Mstep: Class 12 contains 57872 members 
Mstep: Class 13 contains 96287 members 
Mstep: Class 14 contains 226980 members 
Mstep: Class 15 contains 14157 members 
Mstep: Class 16 contains 76822 members 
Mstep: Class 17 contains 223761 members 
Mstep: Class 18 contains 5750 members 
Mstep: Class 19 contains 16458 members 
Mstep: Class 20 contains 13282 members 
Mstep: Class 21 contains 22202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155953856.000000 Penalty: 69998.484375
Iteration 32Q: 21 clusters Score -1.559539e+08 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 189833 members 
Mstep: Class 3 contains 55307 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 34707 members 
Mstep: Class 8 contains 4565 members 
Mstep: Class 9 contains 102838 members 
Mstep: Class 10 contains 18107 members 
Mstep: Class 11 contains 166125 members 
Mstep: Class 12 contains 58095 members 
Mstep: Class 13 contains 96275 members 
Mstep: Class 14 contains 225903 members 
Mstep: Class 15 contains 14147 members 
Mstep: Class 16 contains 76685 members 
Mstep: Class 17 contains 224980 members 
Mstep: Class 18 contains 5748 members 
Mstep: Class 19 contains 16463 members 
Mstep: Class 20 contains 13803 members 
Mstep: Class 21 contains 22270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155955024.000000 Penalty: 69998.484375
Iteration 33Q: 21 clusters Score -1.55955e+08 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 190339 members 
Mstep: Class 3 contains 54793 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 10776 members 
Mstep: Class 7 contains 34780 members 
Mstep: Class 8 contains 4585 members 
Mstep: Class 9 contains 101816 members 
Mstep: Class 10 contains 18287 members 
Mstep: Class 11 contains 166007 members 
Mstep: Class 12 contains 58334 members 
Mstep: Class 13 contains 96263 members 
Mstep: Class 14 contains 224828 members 
Mstep: Class 15 contains 14140 members 
Mstep: Class 16 contains 76568 members 
Mstep: Class 17 contains 226227 members 
Mstep: Class 18 contains 5746 members 
Mstep: Class 19 contains 16483 members 
Mstep: Class 20 contains 14331 members 
Mstep: Class 21 contains 22350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155955936.000000 Penalty: 69998.484375
Iteration 34Q: 21 clusters Score -1.559559e+08 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 190773 members 
Mstep: Class 3 contains 54317 members 
Mstep: Class 5 contains 2267 members 
Mstep: Class 6 contains 10725 members 
Mstep: Class 7 contains 34851 members 
Mstep: Class 8 contains 4585 members 
Mstep: Class 9 contains 100865 members 
Mstep: Class 10 contains 18440 members 
Mstep: Class 11 contains 165907 members 
Mstep: Class 12 contains 58549 members 
Mstep: Class 13 contains 96255 members 
Mstep: Class 14 contains 223790 members 
Mstep: Class 15 contains 14132 members 
Mstep: Class 16 contains 76437 members 
Mstep: Class 17 contains 227459 members 
Mstep: Class 18 contains 5741 members 
Mstep: Class 19 contains 16494 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 22436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155956928.000000 Penalty: 69998.484375
Iteration 35Q: 21 clusters Score -1.559569e+08 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 191163 members 
Mstep: Class 3 contains 53853 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 10695 members 
Mstep: Class 7 contains 34903 members 
Mstep: Class 8 contains 4579 members 
Mstep: Class 9 contains 99915 members 
Mstep: Class 10 contains 18579 members 
Mstep: Class 11 contains 165779 members 
Mstep: Class 12 contains 58745 members 
Mstep: Class 13 contains 96249 members 
Mstep: Class 14 contains 222814 members 
Mstep: Class 15 contains 14127 members 
Mstep: Class 16 contains 76342 members 
Mstep: Class 17 contains 228750 members 
Mstep: Class 18 contains 5741 members 
Mstep: Class 19 contains 16483 members 
Mstep: Class 20 contains 15392 members 
Mstep: Class 21 contains 22493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155957872.000000 Penalty: 69998.484375
Iteration 36Q: 21 clusters Score -1.559579e+08 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 191540 members 
Mstep: Class 3 contains 53382 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 10657 members 
Mstep: Class 7 contains 34941 members 
Mstep: Class 8 contains 4590 members 
Mstep: Class 9 contains 98878 members 
Mstep: Class 10 contains 18702 members 
Mstep: Class 11 contains 165680 members 
Mstep: Class 12 contains 58956 members 
Mstep: Class 13 contains 96252 members 
Mstep: Class 14 contains 221964 members 
Mstep: Class 15 contains 14118 members 
Mstep: Class 16 contains 76238 members 
Mstep: Class 17 contains 230025 members 
Mstep: Class 18 contains 5739 members 
Mstep: Class 19 contains 16461 members 
Mstep: Class 20 contains 15901 members 
Mstep: Class 21 contains 22551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155958432.000000 Penalty: 69998.484375
Iteration 37Q: 21 clusters Score -1.559584e+08 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 191848 members 
Mstep: Class 3 contains 52920 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 10626 members 
Mstep: Class 7 contains 34962 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 97796 members 
Mstep: Class 10 contains 18834 members 
Mstep: Class 11 contains 165702 members 
Mstep: Class 12 contains 59195 members 
Mstep: Class 13 contains 96250 members 
Mstep: Class 14 contains 221076 members 
Mstep: Class 15 contains 14112 members 
Mstep: Class 16 contains 76131 members 
Mstep: Class 17 contains 231305 members 
Mstep: Class 18 contains 5738 members 
Mstep: Class 19 contains 16445 members 
Mstep: Class 20 contains 16382 members 
Mstep: Class 21 contains 22605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155958704.000000 Penalty: 69998.484375
Iteration 38Q: 21 clusters Score -1.559587e+08 nChanged 5177
Entering ConstructFrom: 
Score: -155958704.000000 Penalty: 69998.484375
Entering ConstructFrom: 
Trying to split cluster 1 (7105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Entering Unmasked Estep 
Score: -839197.625000 Penalty: 2199.401367
	Iteration 0F: 2 clusters Score -839197.6 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 3549 members 
Entering Unmasked Estep 
Score: -833306.000000 Penalty: 4398.802734
	Iteration 0F: 3 clusters Score -833306 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -834931.250000 Penalty: 4398.802734
	Iteration 1F: 3 clusters Score -834931.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -835293.875000 Penalty: 4398.802734
	Iteration 2F: 3 clusters Score -835293.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -835527.062500 Penalty: 4398.802734
	Iteration 3F: 3 clusters Score -835527.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -835665.187500 Penalty: 4398.802734
	Iteration 4Q: 3 clusters Score -835665.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -835752.250000 Penalty: 4398.802734
	Iteration 5Q: 3 clusters Score -835752.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -835814.437500 Penalty: 4398.802734
	Iteration 6Q: 3 clusters Score -835814.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -835859.562500 Penalty: 4398.802734
	Iteration 7Q: 3 clusters Score -835859.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -835893.375000 Penalty: 4398.802734
	Iteration 8Q: 3 clusters Score -835893.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -835915.625000 Penalty: 4398.802734
	Iteration 9Q: 3 clusters Score -835915.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -835930.375000 Penalty: 4398.802734
	Iteration 10Q: 3 clusters Score -835930.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -835945.750000 Penalty: 4398.802734
	Iteration 11Q: 3 clusters Score -835945.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -835963.750000 Penalty: 4398.802734
	Iteration 12Q: 3 clusters Score -835963.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -835976.625000 Penalty: 4398.802734
	Iteration 13Q: 3 clusters Score -835976.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -835990.312500 Penalty: 4398.802734
	Iteration 14Q: 3 clusters Score -835990.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -836002.562500 Penalty: 4398.802734
	Iteration 15Q: 3 clusters Score -836002.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -836015.875000 Penalty: 4398.802734
	Iteration 16Q: 3 clusters Score -836015.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -836022.937500 Penalty: 4398.802734
	Iteration 17Q: 3 clusters Score -836022.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -836030.875000 Penalty: 4398.802734
	Iteration 18Q: 3 clusters Score -836030.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -836040.750000 Penalty: 4398.802734
	Iteration 19Q: 3 clusters Score -836040.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -836048.312500 Penalty: 4398.802734
	Iteration 20F: 3 clusters Score -836048.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -836057.875000 Penalty: 4398.802734
	Iteration 21Q: 3 clusters Score -836057.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -836070.750000 Penalty: 4398.802734
	Iteration 22Q: 3 clusters Score -836070.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -836085.187500 Penalty: 4398.802734
	Iteration 23Q: 3 clusters Score -836085.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -836101.312500 Penalty: 4398.802734
	Iteration 24Q: 3 clusters Score -836101.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -836113.812500 Penalty: 4398.802734
	Iteration 25Q: 3 clusters Score -836113.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -836132.875000 Penalty: 4398.802734
	Iteration 26Q: 3 clusters Score -836132.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -836157.312500 Penalty: 4398.802734
	Iteration 27Q: 3 clusters Score -836157.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -836185.750000 Penalty: 4398.802734
	Iteration 28Q: 3 clusters Score -836185.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -836211.750000 Penalty: 4398.802734
	Iteration 29Q: 3 clusters Score -836211.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -836239.937500 Penalty: 4398.802734
	Iteration 30Q: 3 clusters Score -836239.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -836257.375000 Penalty: 4398.802734
	Iteration 31Q: 3 clusters Score -836257.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -836273.250000 Penalty: 4398.802734
	Iteration 32Q: 3 clusters Score -836273.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -836294.312500 Penalty: 4398.802734
	Iteration 33Q: 3 clusters Score -836294.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -836330.937500 Penalty: 4398.802734
	Iteration 34Q: 3 clusters Score -836330.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -836377.250000 Penalty: 4398.802734
	Iteration 35Q: 3 clusters Score -836377.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -836441.000000 Penalty: 4398.802734
	Iteration 36Q: 3 clusters Score -836441 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -836512.812500 Penalty: 4398.802734
	Iteration 37Q: 3 clusters Score -836512.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -836579.625000 Penalty: 4398.802734
	Iteration 38Q: 3 clusters Score -836579.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -836649.875000 Penalty: 4398.802734
	Iteration 39Q: 3 clusters Score -836649.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -836736.062500 Penalty: 4398.802734
	Iteration 40F: 3 clusters Score -836736.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -836827.812500 Penalty: 4398.802734
	Iteration 41Q: 3 clusters Score -836827.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -836907.625000 Penalty: 4398.802734
	Iteration 42Q: 3 clusters Score -836907.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -836982.000000 Penalty: 4398.802734
	Iteration 43Q: 3 clusters Score -836982 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -837074.812500 Penalty: 4398.802734
	Iteration 44Q: 3 clusters Score -837074.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -837158.687500 Penalty: 4398.802734
	Iteration 45Q: 3 clusters Score -837158.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -837226.062500 Penalty: 4398.802734
	Iteration 46Q: 3 clusters Score -837226.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -837289.812500 Penalty: 4398.802734
	Iteration 47Q: 3 clusters Score -837289.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -837346.312500 Penalty: 4398.802734
	Iteration 48Q: 3 clusters Score -837346.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -837386.625000 Penalty: 4398.802734
	Iteration 49Q: 3 clusters Score -837386.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -837413.687500 Penalty: 4398.802734
	Iteration 50Q: 3 clusters Score -837413.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -837436.937500 Penalty: 4398.802734
	Iteration 51Q: 3 clusters Score -837436.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -837456.125000 Penalty: 4398.802734
	Iteration 52Q: 3 clusters Score -837456.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -837476.125000 Penalty: 4398.802734
	Iteration 53Q: 3 clusters Score -837476.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -837491.562500 Penalty: 4398.802734
	Iteration 54Q: 3 clusters Score -837491.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -837506.062500 Penalty: 4398.802734
	Iteration 55Q: 3 clusters Score -837506.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -837511.500000 Penalty: 4398.802734
	Iteration 56Q: 3 clusters Score -837511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -837515.625000 Penalty: 4398.802734
	Iteration 57Q: 3 clusters Score -837515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -837516.000000 Penalty: 4398.802734
	Iteration 58Q: 3 clusters Score -837516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -837517.187500 Penalty: 4398.802734
	Iteration 59Q: 3 clusters Score -837517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -837517.250000 Penalty: 4398.802734
	Iteration 60F: 3 clusters Score -837517.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (192110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192110 members 
Entering Unmasked Estep 
Score: -22926516.000000 Penalty: 3017.124023
	Iteration 0F: 2 clusters Score -2.292652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96146 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -22811570.000000 Penalty: 6034.248047
	Iteration 0F: 3 clusters Score -2.281157e+07 nChanged 92432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 94928 members 
Entering Unmasked Estep 
Score: -22866412.000000 Penalty: 6034.248047
	Iteration 1F: 3 clusters Score -2.286641e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97340 members 
Mstep: Class 2 contains 94770 members 
Entering Unmasked Estep 
Score: -22868268.000000 Penalty: 6034.248047
	Iteration 2Q: 3 clusters Score -2.286827e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 94741 members 
Entering Unmasked Estep 
Score: -22870942.000000 Penalty: 6034.248047
	Iteration 3Q: 3 clusters Score -2.287094e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97137 members 
Mstep: Class 2 contains 94973 members 
Entering Unmasked Estep 
Score: -22874234.000000 Penalty: 6034.248047
	Iteration 4Q: 3 clusters Score -2.287423e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 95696 members 
Entering Unmasked Estep 
Score: -22878534.000000 Penalty: 6034.248047
	Iteration 5Q: 3 clusters Score -2.287853e+07 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95136 members 
Mstep: Class 2 contains 96974 members 
Entering Unmasked Estep 
Score: -22884086.000000 Penalty: 6034.248047
	Iteration 6F: 3 clusters Score -2.288409e+07 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93527 members 
Mstep: Class 2 contains 98583 members 
Entering Unmasked Estep 
Score: -22890266.000000 Penalty: 6034.248047
	Iteration 7F: 3 clusters Score -2.289027e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 100259 members 
Entering Unmasked Estep 
Score: -22897002.000000 Penalty: 6034.248047
	Iteration 8F: 3 clusters Score -2.2897e+07 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90225 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -22902998.000000 Penalty: 6034.248047
	Iteration 9F: 3 clusters Score -2.2903e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88728 members 
Mstep: Class 2 contains 103382 members 
Entering Unmasked Estep 
Score: -22906744.000000 Penalty: 6034.248047
	Iteration 10Q: 3 clusters Score -2.290674e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87386 members 
Mstep: Class 2 contains 104724 members 
Entering Unmasked Estep 
Score: -22908964.000000 Penalty: 6034.248047
	Iteration 11Q: 3 clusters Score -2.290896e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85915 members 
Mstep: Class 2 contains 106195 members 
Entering Unmasked Estep 
Score: -22909986.000000 Penalty: 6034.248047
	Iteration 12Q: 3 clusters Score -2.290999e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 107836 members 
Entering Unmasked Estep 
Score: -22910422.000000 Penalty: 6034.248047
	Iteration 13Q: 3 clusters Score -2.291042e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 109558 members 
Entering Unmasked Estep 
Score: -22910852.000000 Penalty: 6034.248047
	Iteration 14Q: 3 clusters Score -2.291085e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 111374 members 
Entering Unmasked Estep 
Score: -22911138.000000 Penalty: 6034.248047
	Iteration 15Q: 3 clusters Score -2.291114e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 113346 members 
Entering Unmasked Estep 
Score: -22911508.000000 Penalty: 6034.248047
	Iteration 16Q: 3 clusters Score -2.291151e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76646 members 
Mstep: Class 2 contains 115464 members 
Entering Unmasked Estep 
Score: -22911986.000000 Penalty: 6034.248047
	Iteration 17Q: 3 clusters Score -2.291199e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 117709 members 
Entering Unmasked Estep 
Score: -22912504.000000 Penalty: 6034.248047
	Iteration 18Q: 3 clusters Score -2.29125e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72040 members 
Mstep: Class 2 contains 120070 members 
Entering Unmasked Estep 
Score: -22913112.000000 Penalty: 6034.248047
	Iteration 19Q: 3 clusters Score -2.291311e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69588 members 
Mstep: Class 2 contains 122522 members 
Entering Unmasked Estep 
Score: -22913520.000000 Penalty: 6034.248047
	Iteration 20F: 3 clusters Score -2.291352e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 125116 members 
Entering Unmasked Estep 
Score: -22914090.000000 Penalty: 6034.248047
	Iteration 21Q: 3 clusters Score -2.291409e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 127833 members 
Entering Unmasked Estep 
Score: -22914614.000000 Penalty: 6034.248047
	Iteration 22Q: 3 clusters Score -2.291461e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 130793 members 
Entering Unmasked Estep 
Score: -22915492.000000 Penalty: 6034.248047
	Iteration 23Q: 3 clusters Score -2.291549e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 133854 members 
Entering Unmasked Estep 
Score: -22916448.000000 Penalty: 6034.248047
	Iteration 24Q: 3 clusters Score -2.291645e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 137054 members 
Entering Unmasked Estep 
Score: -22917378.000000 Penalty: 6034.248047
	Iteration 25Q: 3 clusters Score -2.291738e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 140373 members 
Entering Unmasked Estep 
Score: -22918440.000000 Penalty: 6034.248047
	Iteration 26Q: 3 clusters Score -2.291844e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 143853 members 
Entering Unmasked Estep 
Score: -22919492.000000 Penalty: 6034.248047
	Iteration 27Q: 3 clusters Score -2.291949e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 147448 members 
Entering Unmasked Estep 
Score: -22920558.000000 Penalty: 6034.248047
	Iteration 28Q: 3 clusters Score -2.292056e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 151123 members 
Entering Unmasked Estep 
Score: -22921520.000000 Penalty: 6034.248047
	Iteration 29Q: 3 clusters Score -2.292152e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 154858 members 
Entering Unmasked Estep 
Score: -22922446.000000 Penalty: 6034.248047
	Iteration 30Q: 3 clusters Score -2.292245e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 158560 members 
Entering Unmasked Estep 
Score: -22923214.000000 Penalty: 6034.248047
	Iteration 31Q: 3 clusters Score -2.292321e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 162154 members 
Entering Unmasked Estep 
Score: -22924070.000000 Penalty: 6034.248047
	Iteration 32Q: 3 clusters Score -2.292407e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 165515 members 
Entering Unmasked Estep 
Score: -22924656.000000 Penalty: 6034.248047
	Iteration 33Q: 3 clusters Score -2.292466e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 168531 members 
Entering Unmasked Estep 
Score: -22925082.000000 Penalty: 6034.248047
	Iteration 34Q: 3 clusters Score -2.292508e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 171194 members 
Entering Unmasked Estep 
Score: -22925532.000000 Penalty: 6034.248047
	Iteration 35Q: 3 clusters Score -2.292553e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 173501 members 
Entering Unmasked Estep 
Score: -22925950.000000 Penalty: 6034.248047
	Iteration 36Q: 3 clusters Score -2.292595e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 175497 members 
Entering Unmasked Estep 
Score: -22926040.000000 Penalty: 6034.248047
	Iteration 37Q: 3 clusters Score -2.292604e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 177204 members 
Entering Unmasked Estep 
Score: -22926058.000000 Penalty: 6034.248047
	Iteration 38Q: 3 clusters Score -2.292606e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 178607 members 
Entering Unmasked Estep 
Score: -22926120.000000 Penalty: 6034.248047
	Iteration 39Q: 3 clusters Score -2.292612e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 179744 members 
Entering Unmasked Estep 
Score: -22926206.000000 Penalty: 6034.248047
	Iteration 40F: 3 clusters Score -2.292621e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 180935 members 
Entering Unmasked Estep 
Score: -22926230.000000 Penalty: 6034.248047
	Iteration 41Q: 3 clusters Score -2.292623e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 181910 members 
Entering Unmasked Estep 
Score: -22926130.000000 Penalty: 6034.248047
	Iteration 42Q: 3 clusters Score -2.292613e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 182745 members 
Entering Unmasked Estep 
Score: -22926052.000000 Penalty: 6034.248047
	Iteration 43Q: 3 clusters Score -2.292605e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 183452 members 
Entering Unmasked Estep 
Score: -22926040.000000 Penalty: 6034.248047
	Iteration 44Q: 3 clusters Score -2.292604e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 184045 members 
Entering Unmasked Estep 
Score: -22926026.000000 Penalty: 6034.248047
	Iteration 45Q: 3 clusters Score -2.292603e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 184575 members 
Entering Unmasked Estep 
Score: -22926042.000000 Penalty: 6034.248047
	Iteration 46Q: 3 clusters Score -2.292604e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 185032 members 
Entering Unmasked Estep 
Score: -22926076.000000 Penalty: 6034.248047
	Iteration 47Q: 3 clusters Score -2.292608e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 185441 members 
Entering Unmasked Estep 
Score: -22925954.000000 Penalty: 6034.248047
	Iteration 48Q: 3 clusters Score -2.292595e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 185780 members 
Entering Unmasked Estep 
Score: -22925994.000000 Penalty: 6034.248047
	Iteration 49Q: 3 clusters Score -2.292599e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 186078 members 
Entering Unmasked Estep 
Score: -22925946.000000 Penalty: 6034.248047
	Iteration 50Q: 3 clusters Score -2.292595e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 186341 members 
Entering Unmasked Estep 
Score: -22925952.000000 Penalty: 6034.248047
	Iteration 51Q: 3 clusters Score -2.292595e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 186557 members 
Entering Unmasked Estep 
Score: -22925950.000000 Penalty: 6034.248047
	Iteration 52Q: 3 clusters Score -2.292595e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 186745 members 
Entering Unmasked Estep 
Score: -22925900.000000 Penalty: 6034.248047
	Iteration 53Q: 3 clusters Score -2.29259e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 186921 members 
Entering Unmasked Estep 
Score: -22925932.000000 Penalty: 6034.248047
	Iteration 54Q: 3 clusters Score -2.292593e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 187076 members 
Entering Unmasked Estep 
Score: -22925860.000000 Penalty: 6034.248047
	Iteration 55Q: 3 clusters Score -2.292586e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 187199 members 
Entering Unmasked Estep 
Score: -22925822.000000 Penalty: 6034.248047
	Iteration 56Q: 3 clusters Score -2.292582e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 187305 members 
Entering Unmasked Estep 
Score: -22925862.000000 Penalty: 6034.248047
	Iteration 57Q: 3 clusters Score -2.292586e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 187410 members 
Entering Unmasked Estep 
Score: -22925900.000000 Penalty: 6034.248047
	Iteration 58Q: 3 clusters Score -2.29259e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 187501 members 
Entering Unmasked Estep 
Score: -22925916.000000 Penalty: 6034.248047
	Iteration 59Q: 3 clusters Score -2.292592e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 187588 members 
Entering Unmasked Estep 
Score: -22925920.000000 Penalty: 6034.248047
	Iteration 60F: 3 clusters Score -2.292592e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 187656 members 
Entering Unmasked Estep 
Score: -22925870.000000 Penalty: 6034.248047
	Iteration 61Q: 3 clusters Score -2.292587e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 187715 members 
Entering Unmasked Estep 
Score: -22925852.000000 Penalty: 6034.248047
	Iteration 62Q: 3 clusters Score -2.292585e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 187764 members 
Entering Unmasked Estep 
Score: -22925860.000000 Penalty: 6034.248047
	Iteration 63Q: 3 clusters Score -2.292586e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 187819 members 
Entering Unmasked Estep 
Score: -22925844.000000 Penalty: 6034.248047
	Iteration 64Q: 3 clusters Score -2.292584e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 187870 members 
Entering Unmasked Estep 
Score: -22925860.000000 Penalty: 6034.248047
	Iteration 65Q: 3 clusters Score -2.292586e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 187920 members 
Entering Unmasked Estep 
Score: -22925840.000000 Penalty: 6034.248047
	Iteration 66Q: 3 clusters Score -2.292584e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 187967 members 
Entering Unmasked Estep 
Score: -22925806.000000 Penalty: 6034.248047
	Iteration 67Q: 3 clusters Score -2.292581e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 188015 members 
Entering Unmasked Estep 
Score: -22925790.000000 Penalty: 6034.248047
	Iteration 68Q: 3 clusters Score -2.292579e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 188060 members 
Entering Unmasked Estep 
Score: -22925784.000000 Penalty: 6034.248047
	Iteration 69Q: 3 clusters Score -2.292578e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 188085 members 
Entering Unmasked Estep 
Score: -22925786.000000 Penalty: 6034.248047
	Iteration 70Q: 3 clusters Score -2.292579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 188107 members 
Entering Unmasked Estep 
Score: -22925776.000000 Penalty: 6034.248047
	Iteration 71Q: 3 clusters Score -2.292578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 188132 members 
Entering Unmasked Estep 
Score: -22925762.000000 Penalty: 6034.248047
	Iteration 72Q: 3 clusters Score -2.292576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 188149 members 
Entering Unmasked Estep 
Score: -22925768.000000 Penalty: 6034.248047
	Iteration 73Q: 3 clusters Score -2.292577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 188163 members 
Entering Unmasked Estep 
Score: -22925772.000000 Penalty: 6034.248047
	Iteration 74Q: 3 clusters Score -2.292577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 188174 members 
Entering Unmasked Estep 
Score: -22925742.000000 Penalty: 6034.248047
	Iteration 75Q: 3 clusters Score -2.292574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 188184 members 
Entering Unmasked Estep 
Score: -22925750.000000 Penalty: 6034.248047
	Iteration 76Q: 3 clusters Score -2.292575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 188197 members 
Entering Unmasked Estep 
Score: -22925746.000000 Penalty: 6034.248047
	Iteration 77Q: 3 clusters Score -2.292575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 188204 members 
Entering Unmasked Estep 
Score: -22925746.000000 Penalty: 6034.248047
	Iteration 78Q: 3 clusters Score -2.292575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 188205 members 
Entering Unmasked Estep 
Score: -22925752.000000 Penalty: 6034.248047
	Iteration 79Q: 3 clusters Score -2.292575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 188206 members 
Entering Unmasked Estep 
Score: -22925756.000000 Penalty: 6034.248047
	Iteration 80F: 3 clusters Score -2.292576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 188207 members 
Entering Unmasked Estep 
Score: -22925762.000000 Penalty: 6034.248047
	Iteration 81Q: 3 clusters Score -2.292576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 188211 members 
Entering Unmasked Estep 
Score: -22925752.000000 Penalty: 6034.248047
	Iteration 82Q: 3 clusters Score -2.292575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 188219 members 
Entering Unmasked Estep 
Score: -22925760.000000 Penalty: 6034.248047
	Iteration 83Q: 3 clusters Score -2.292576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 188226 members 
Entering Unmasked Estep 
Score: -22925758.000000 Penalty: 6034.248047
	Iteration 84Q: 3 clusters Score -2.292576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 188235 members 
Entering Unmasked Estep 
Score: -22925758.000000 Penalty: 6034.248047
	Iteration 85Q: 3 clusters Score -2.292576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 188243 members 
Entering Unmasked Estep 
Score: -22925772.000000 Penalty: 6034.248047
	Iteration 86Q: 3 clusters Score -2.292577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 188245 members 
Entering Unmasked Estep 
Score: -22925786.000000 Penalty: 6034.248047
	Iteration 87Q: 3 clusters Score -2.292579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 188246 members 
Entering Unmasked Estep 
Score: -22925786.000000 Penalty: 6034.248047
	Iteration 88Q: 3 clusters Score -2.292579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 188249 members 
Entering Unmasked Estep 
Score: -22925782.000000 Penalty: 6034.248047
	Iteration 89Q: 3 clusters Score -2.292578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 188253 members 
Entering Unmasked Estep 
Score: -22925786.000000 Penalty: 6034.248047
	Iteration 90Q: 3 clusters Score -2.292579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 188253 members 
Entering Unmasked Estep 
Score: -22925786.000000 Penalty: 6034.248047
	Iteration 91F: 3 clusters Score -2.292579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Entering Unmasked Estep 
Score: -6137896.000000 Penalty: 2695.400146
	Iteration 0F: 2 clusters Score -6137896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -6102605.500000 Penalty: 5390.800293
	Iteration 0F: 3 clusters Score -6102606 nChanged 24249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -6116943.500000 Penalty: 5390.800293
	Iteration 1F: 3 clusters Score -6116944 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -6118705.500000 Penalty: 5390.800293
	Iteration 2F: 3 clusters Score -6118706 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -6121124.500000 Penalty: 5390.800293
	Iteration 3F: 3 clusters Score -6121124 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -6123978.500000 Penalty: 5390.800293
	Iteration 4F: 3 clusters Score -6123978 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -6127253.000000 Penalty: 5390.800293
	Iteration 5F: 3 clusters Score -6127253 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -6130731.000000 Penalty: 5390.800293
	Iteration 6F: 3 clusters Score -6130731 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -6133748.000000 Penalty: 5390.800293
	Iteration 7F: 3 clusters Score -6133748 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -6135840.000000 Penalty: 5390.800293
	Iteration 8F: 3 clusters Score -6135840 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -6137141.000000 Penalty: 5390.800293
	Iteration 9Q: 3 clusters Score -6137141 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -6137816.500000 Penalty: 5390.800293
	Iteration 10Q: 3 clusters Score -6137816 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -6138218.500000 Penalty: 5390.800293
	Iteration 11Q: 3 clusters Score -6138218 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -6138500.500000 Penalty: 5390.800293
	Iteration 12Q: 3 clusters Score -6138500 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -6138717.500000 Penalty: 5390.800293
	Iteration 13Q: 3 clusters Score -6138718 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -6138884.500000 Penalty: 5390.800293
	Iteration 14Q: 3 clusters Score -6138884 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -6138944.000000 Penalty: 5390.800293
	Iteration 15Q: 3 clusters Score -6138944 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -6139030.000000 Penalty: 5390.800293
	Iteration 16Q: 3 clusters Score -6139030 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -6139088.500000 Penalty: 5390.800293
	Iteration 17Q: 3 clusters Score -6139088 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -6139109.000000 Penalty: 5390.800293
	Iteration 18Q: 3 clusters Score -6139109 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -6139121.000000 Penalty: 5390.800293
	Iteration 19Q: 3 clusters Score -6139121 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -6139149.000000 Penalty: 5390.800293
	Iteration 20F: 3 clusters Score -6139149 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -6139168.000000 Penalty: 5390.800293
	Iteration 21Q: 3 clusters Score -6139168 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -6139188.000000 Penalty: 5390.800293
	Iteration 22Q: 3 clusters Score -6139188 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -6139218.000000 Penalty: 5390.800293
	Iteration 23Q: 3 clusters Score -6139218 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -6139234.500000 Penalty: 5390.800293
	Iteration 24Q: 3 clusters Score -6139234 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -6139237.000000 Penalty: 5390.800293
	Iteration 25Q: 3 clusters Score -6139237 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -6139244.500000 Penalty: 5390.800293
	Iteration 26Q: 3 clusters Score -6139244 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -6139263.500000 Penalty: 5390.800293
	Iteration 27Q: 3 clusters Score -6139264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -6139241.500000 Penalty: 5390.800293
	Iteration 28Q: 3 clusters Score -6139242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -6139252.000000 Penalty: 5390.800293
	Iteration 29Q: 3 clusters Score -6139252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -6139248.000000 Penalty: 5390.800293
	Iteration 30Q: 3 clusters Score -6139248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -6139255.000000 Penalty: 5390.800293
	Iteration 31Q: 3 clusters Score -6139255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -6139262.500000 Penalty: 5390.800293
	Iteration 32Q: 3 clusters Score -6139262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -6139254.500000 Penalty: 5390.800293
	Iteration 33Q: 3 clusters Score -6139254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -6139254.500000 Penalty: 5390.800293
	Iteration 34Q: 3 clusters Score -6139254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -6139258.000000 Penalty: 5390.800293
	Iteration 35Q: 3 clusters Score -6139258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -6139253.500000 Penalty: 5390.800293
	Iteration 36Q: 3 clusters Score -6139254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -6139244.000000 Penalty: 5390.800293
	Iteration 37Q: 3 clusters Score -6139244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -6139238.500000 Penalty: 5390.800293
	Iteration 38Q: 3 clusters Score -6139238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -6139253.500000 Penalty: 5390.800293
	Iteration 39Q: 3 clusters Score -6139254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -6139251.500000 Penalty: 5390.800293
	Iteration 40F: 3 clusters Score -6139252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -6139253.500000 Penalty: 5390.800293
	Iteration 41Q: 3 clusters Score -6139254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -6139263.500000 Penalty: 5390.800293
	Iteration 42Q: 3 clusters Score -6139264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -6139264.500000 Penalty: 5390.800293
	Iteration 43Q: 3 clusters Score -6139264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -6139266.000000 Penalty: 5390.800293
	Iteration 44Q: 3 clusters Score -6139266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -6139260.000000 Penalty: 5390.800293
	Iteration 45Q: 3 clusters Score -6139260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -6139258.500000 Penalty: 5390.800293
	Iteration 46Q: 3 clusters Score -6139258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -6139258.500000 Penalty: 5390.800293
	Iteration 47F: 3 clusters Score -6139258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 192110 members 
Mstep: Class 3 contains 40887 members 
Mstep: Class 4 contains 11612 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 34970 members 
Mstep: Class 8 contains 4616 members 
Mstep: Class 9 contains 96679 members 
Mstep: Class 10 contains 18967 members 
Mstep: Class 11 contains 165725 members 
Mstep: Class 12 contains 59425 members 
Mstep: Class 13 contains 96237 members 
Mstep: Class 14 contains 220241 members 
Mstep: Class 15 contains 14107 members 
Mstep: Class 16 contains 76069 members 
Mstep: Class 17 contains 232551 members 
Mstep: Class 18 contains 5735 members 
Mstep: Class 19 contains 16418 members 
Mstep: Class 20 contains 16884 members 
Mstep: Class 21 contains 22674 members 
Entering Unmasked Estep 
Score: -155959152.000000 Penalty: 73498.414062
Splitting cluster 3 changes total score from -155958704.000000 to -155959152.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -259760.421875 Penalty: 1920.653320
	Iteration 0F: 2 clusters Score -259760.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -256954.437500 Penalty: 3841.306641
	Iteration 0F: 3 clusters Score -256954.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -257471.046875 Penalty: 3841.306641
	Iteration 1F: 3 clusters Score -257471 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -257609.031250 Penalty: 3841.306641
	Iteration 2F: 3 clusters Score -257609 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -257683.937500 Penalty: 3841.306641
	Iteration 3Q: 3 clusters Score -257683.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -257738.187500 Penalty: 3841.306641
	Iteration 4Q: 3 clusters Score -257738.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -257774.000000 Penalty: 3841.306641
	Iteration 5Q: 3 clusters Score -257774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -257803.312500 Penalty: 3841.306641
	Iteration 6Q: 3 clusters Score -257803.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -257831.750000 Penalty: 3841.306641
	Iteration 7Q: 3 clusters Score -257831.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -257860.703125 Penalty: 3841.306641
	Iteration 8Q: 3 clusters Score -257860.7 nChanged 38
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: -257887.593750 Penalty: 3841.306641
	Iteration 9Q: 3 clusters Score -257887.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -257908.218750 Penalty: 3841.306641
	Iteration 10Q: 3 clusters Score -257908.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -257932.234375 Penalty: 3841.306641
	Iteration 11Q: 3 clusters Score -257932.2 nChanged 33
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: -257952.500000 Penalty: 3841.306641
	Iteration 12Q: 3 clusters Score -257952.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -257968.671875 Penalty: 3841.306641
	Iteration 13Q: 3 clusters Score -257968.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -257984.359375 Penalty: 3841.306641
	Iteration 14Q: 3 clusters Score -257984.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -257997.171875 Penalty: 3841.306641
	Iteration 15Q: 3 clusters Score -257997.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -258007.250000 Penalty: 3841.306641
	Iteration 16Q: 3 clusters Score -258007.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -258023.656250 Penalty: 3841.306641
	Iteration 17Q: 3 clusters Score -258023.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -258038.031250 Penalty: 3841.306641
	Iteration 18Q: 3 clusters Score -258038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -258048.859375 Penalty: 3841.306641
	Iteration 19Q: 3 clusters Score -258048.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -258059.312500 Penalty: 3841.306641
	Iteration 20F: 3 clusters Score -258059.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -258068.859375 Penalty: 3841.306641
	Iteration 21Q: 3 clusters Score -258068.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -258078.046875 Penalty: 3841.306641
	Iteration 22Q: 3 clusters Score -258078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -258087.593750 Penalty: 3841.306641
	Iteration 23Q: 3 clusters Score -258087.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -258094.750000 Penalty: 3841.306641
	Iteration 24Q: 3 clusters Score -258094.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -258102.765625 Penalty: 3841.306641
	Iteration 25Q: 3 clusters Score -258102.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -258108.171875 Penalty: 3841.306641
	Iteration 26Q: 3 clusters Score -258108.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -258112.453125 Penalty: 3841.306641
	Iteration 27Q: 3 clusters Score -258112.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -258118.125000 Penalty: 3841.306641
	Iteration 28Q: 3 clusters Score -258118.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -258121.203125 Penalty: 3841.306641
	Iteration 29Q: 3 clusters Score -258121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -258122.781250 Penalty: 3841.306641
	Iteration 30Q: 3 clusters Score -258122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -258123.093750 Penalty: 3841.306641
	Iteration 31Q: 3 clusters Score -258123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -258123.562500 Penalty: 3841.306641
	Iteration 32Q: 3 clusters Score -258123.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -258123.562500 Penalty: 3841.306641
	Iteration 33F: 3 clusters Score -258123.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1143584.500000 Penalty: 2298.146729
	Iteration 0F: 2 clusters Score -1143584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1135637.125000 Penalty: 4596.293457
	Iteration 0F: 3 clusters Score -1135637 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1138436.750000 Penalty: 4596.293457
	Iteration 1F: 3 clusters Score -1138437 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1139195.625000 Penalty: 4596.293457
	Iteration 2F: 3 clusters Score -1139196 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1139848.500000 Penalty: 4596.293457
	Iteration 3F: 3 clusters Score -1139848 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1140362.625000 Penalty: 4596.293457
	Iteration 4F: 3 clusters Score -1140363 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1140733.500000 Penalty: 4596.293457
	Iteration 5F: 3 clusters Score -1140734 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1140970.250000 Penalty: 4596.293457
	Iteration 6Q: 3 clusters Score -1140970 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1141144.375000 Penalty: 4596.293457
	Iteration 7Q: 3 clusters Score -1141144 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1141287.875000 Penalty: 4596.293457
	Iteration 8Q: 3 clusters Score -1141288 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1141433.875000 Penalty: 4596.293457
	Iteration 9Q: 3 clusters Score -1141434 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1141573.625000 Penalty: 4596.293457
	Iteration 10Q: 3 clusters Score -1141574 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1141743.625000 Penalty: 4596.293457
	Iteration 11Q: 3 clusters Score -1141744 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1141860.750000 Penalty: 4596.293457
	Iteration 12Q: 3 clusters Score -1141861 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1141929.125000 Penalty: 4596.293457
	Iteration 13Q: 3 clusters Score -1141929 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1141977.000000 Penalty: 4596.293457
	Iteration 14Q: 3 clusters Score -1141977 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1142012.875000 Penalty: 4596.293457
	Iteration 15Q: 3 clusters Score -1142013 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1142046.500000 Penalty: 4596.293457
	Iteration 16Q: 3 clusters Score -1142046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1142074.500000 Penalty: 4596.293457
	Iteration 17Q: 3 clusters Score -1142074 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1142100.250000 Penalty: 4596.293457
	Iteration 18Q: 3 clusters Score -1142100 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1142128.500000 Penalty: 4596.293457
	Iteration 19Q: 3 clusters Score -1142128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1142160.000000 Penalty: 4596.293457
	Iteration 20F: 3 clusters Score -1142160 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1142191.750000 Penalty: 4596.293457
	Iteration 21Q: 3 clusters Score -1142192 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1142219.625000 Penalty: 4596.293457
	Iteration 22Q: 3 clusters Score -1142220 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1142249.875000 Penalty: 4596.293457
	Iteration 23Q: 3 clusters Score -1142250 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1142275.750000 Penalty: 4596.293457
	Iteration 24Q: 3 clusters Score -1142276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1142295.125000 Penalty: 4596.293457
	Iteration 25Q: 3 clusters Score -1142295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1142300.625000 Penalty: 4596.293457
	Iteration 26Q: 3 clusters Score -1142301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1142312.750000 Penalty: 4596.293457
	Iteration 27Q: 3 clusters Score -1142313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1142316.000000 Penalty: 4596.293457
	Iteration 28Q: 3 clusters Score -1142316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1142324.500000 Penalty: 4596.293457
	Iteration 29Q: 3 clusters Score -1142324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1142326.750000 Penalty: 4596.293457
	Iteration 30Q: 3 clusters Score -1142327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1142327.750000 Penalty: 4596.293457
	Iteration 31Q: 3 clusters Score -1142328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1142327.500000 Penalty: 4596.293457
	Iteration 32Q: 3 clusters Score -1142328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1142331.000000 Penalty: 4596.293457
	Iteration 33Q: 3 clusters Score -1142331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1142331.875000 Penalty: 4596.293457
	Iteration 34Q: 3 clusters Score -1142332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1142336.250000 Penalty: 4596.293457
	Iteration 35Q: 3 clusters Score -1142336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1142339.000000 Penalty: 4596.293457
	Iteration 36Q: 3 clusters Score -1142339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1142338.000000 Penalty: 4596.293457
	Iteration 37Q: 3 clusters Score -1142338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1142340.500000 Penalty: 4596.293457
	Iteration 38Q: 3 clusters Score -1142340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1142343.125000 Penalty: 4596.293457
	Iteration 39Q: 3 clusters Score -1142343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1142344.625000 Penalty: 4596.293457
	Iteration 40F: 3 clusters Score -1142345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1142347.375000 Penalty: 4596.293457
	Iteration 41Q: 3 clusters Score -1142347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1142345.750000 Penalty: 4596.293457
	Iteration 42Q: 3 clusters Score -1142346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1142347.750000 Penalty: 4596.293457
	Iteration 43Q: 3 clusters Score -1142348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1142350.750000 Penalty: 4596.293457
	Iteration 44Q: 3 clusters Score -1142351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1142351.625000 Penalty: 4596.293457
	Iteration 45Q: 3 clusters Score -1142352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1142352.875000 Penalty: 4596.293457
	Iteration 46Q: 3 clusters Score -1142353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1142354.375000 Penalty: 4596.293457
	Iteration 47Q: 3 clusters Score -1142354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1142354.375000 Penalty: 4596.293457
	Iteration 48F: 3 clusters Score -1142354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Entering Unmasked Estep 
Score: -4017864.000000 Penalty: 2594.636963
	Iteration 0F: 2 clusters Score -4017864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3993968.500000 Penalty: 5189.273926
	Iteration 0F: 3 clusters Score -3993968 nChanged 15913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4003070.750000 Penalty: 5189.273926
	Iteration 1F: 3 clusters Score -4003071 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -4004335.500000 Penalty: 5189.273926
	Iteration 2F: 3 clusters Score -4004336 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -4006169.250000 Penalty: 5189.273926
	Iteration 3F: 3 clusters Score -4006169 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -4008320.000000 Penalty: 5189.273926
	Iteration 4F: 3 clusters Score -4008320 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -4010267.750000 Penalty: 5189.273926
	Iteration 5F: 3 clusters Score -4010268 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -4011614.250000 Penalty: 5189.273926
	Iteration 6F: 3 clusters Score -4011614 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -4012385.000000 Penalty: 5189.273926
	Iteration 7Q: 3 clusters Score -4012385 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -4012761.500000 Penalty: 5189.273926
	Iteration 8Q: 3 clusters Score -4012762 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -4012993.250000 Penalty: 5189.273926
	Iteration 9Q: 3 clusters Score -4012993 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -4013147.750000 Penalty: 5189.273926
	Iteration 10Q: 3 clusters Score -4013148 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -4013282.750000 Penalty: 5189.273926
	Iteration 11Q: 3 clusters Score -4013283 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -4013376.250000 Penalty: 5189.273926
	Iteration 12Q: 3 clusters Score -4013376 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -4013494.250000 Penalty: 5189.273926
	Iteration 13Q: 3 clusters Score -4013494 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -4013609.750000 Penalty: 5189.273926
	Iteration 14Q: 3 clusters Score -4013610 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -4013774.750000 Penalty: 5189.273926
	Iteration 15Q: 3 clusters Score -4013775 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -4014001.250000 Penalty: 5189.273926
	Iteration 16Q: 3 clusters Score -4014001 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -4014286.750000 Penalty: 5189.273926
	Iteration 17Q: 3 clusters Score -4014287 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4014721.000000 Penalty: 5189.273926
	Iteration 18Q: 3 clusters Score -4014721 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4015272.250000 Penalty: 5189.273926
	Iteration 19Q: 3 clusters Score -4015272 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4015834.750000 Penalty: 5189.273926
	Iteration 20F: 3 clusters Score -4015835 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -4016363.250000 Penalty: 5189.273926
	Iteration 21Q: 3 clusters Score -4016363 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4016744.000000 Penalty: 5189.273926
	Iteration 22Q: 3 clusters Score -4016744 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -4017035.750000 Penalty: 5189.273926
	Iteration 23Q: 3 clusters Score -4017036 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4017261.750000 Penalty: 5189.273926
	Iteration 24Q: 3 clusters Score -4017262 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4017401.750000 Penalty: 5189.273926
	Iteration 25Q: 3 clusters Score -4017402 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -4017479.250000 Penalty: 5189.273926
	Iteration 26Q: 3 clusters Score -4017479 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -4017508.250000 Penalty: 5189.273926
	Iteration 27Q: 3 clusters Score -4017508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -4017521.000000 Penalty: 5189.273926
	Iteration 28Q: 3 clusters Score -4017521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -4017533.000000 Penalty: 5189.273926
	Iteration 29Q: 3 clusters Score -4017533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4017544.250000 Penalty: 5189.273926
	Iteration 30Q: 3 clusters Score -4017544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -4017552.750000 Penalty: 5189.273926
	Iteration 31Q: 3 clusters Score -4017553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -4017562.250000 Penalty: 5189.273926
	Iteration 32Q: 3 clusters Score -4017562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -4017573.250000 Penalty: 5189.273926
	Iteration 33Q: 3 clusters Score -4017573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -4017576.500000 Penalty: 5189.273926
	Iteration 34Q: 3 clusters Score -4017576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -4017577.000000 Penalty: 5189.273926
	Iteration 35Q: 3 clusters Score -4017577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -4017577.500000 Penalty: 5189.273926
	Iteration 36Q: 3 clusters Score -4017578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -4017581.500000 Penalty: 5189.273926
	Iteration 37Q: 3 clusters Score -4017582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -4017581.500000 Penalty: 5189.273926
	Iteration 38F: 3 clusters Score -4017582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Entering Unmasked Estep 
Score: -507612.375000 Penalty: 2092.446289
	Iteration 0F: 2 clusters Score -507612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -503381.718750 Penalty: 4184.892578
	Iteration 0F: 3 clusters Score -503381.7 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -504639.875000 Penalty: 4184.892578
	Iteration 1F: 3 clusters Score -504639.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -505027.000000 Penalty: 4184.892578
	Iteration 2F: 3 clusters Score -505027 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -505305.781250 Penalty: 4184.892578
	Iteration 3F: 3 clusters Score -505305.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -505517.031250 Penalty: 4184.892578
	Iteration 4F: 3 clusters Score -505517 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -505667.125000 Penalty: 4184.892578
	Iteration 5Q: 3 clusters Score -505667.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -505801.718750 Penalty: 4184.892578
	Iteration 6Q: 3 clusters Score -505801.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -505912.312500 Penalty: 4184.892578
	Iteration 7Q: 3 clusters Score -505912.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -506009.312500 Penalty: 4184.892578
	Iteration 8Q: 3 clusters Score -506009.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -506086.437500 Penalty: 4184.892578
	Iteration 9Q: 3 clusters Score -506086.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -506151.468750 Penalty: 4184.892578
	Iteration 10Q: 3 clusters Score -506151.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -506210.562500 Penalty: 4184.892578
	Iteration 11Q: 3 clusters Score -506210.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -506255.750000 Penalty: 4184.892578
	Iteration 12Q: 3 clusters Score -506255.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -506288.875000 Penalty: 4184.892578
	Iteration 13Q: 3 clusters Score -506288.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -506320.593750 Penalty: 4184.892578
	Iteration 14Q: 3 clusters Score -506320.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -506350.718750 Penalty: 4184.892578
	Iteration 15Q: 3 clusters Score -506350.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -506376.312500 Penalty: 4184.892578
	Iteration 16Q: 3 clusters Score -506376.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -506393.937500 Penalty: 4184.892578
	Iteration 17Q: 3 clusters Score -506393.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -506405.000000 Penalty: 4184.892578
	Iteration 18Q: 3 clusters Score -506405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -506410.781250 Penalty: 4184.892578
	Iteration 19Q: 3 clusters Score -506410.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -506415.968750 Penalty: 4184.892578
	Iteration 20F: 3 clusters Score -506416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -506421.093750 Penalty: 4184.892578
	Iteration 21Q: 3 clusters Score -506421.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -506424.218750 Penalty: 4184.892578
	Iteration 22Q: 3 clusters Score -506424.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -506428.031250 Penalty: 4184.892578
	Iteration 23Q: 3 clusters Score -506428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -506432.062500 Penalty: 4184.892578
	Iteration 24Q: 3 clusters Score -506432.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -506435.437500 Penalty: 4184.892578
	Iteration 25Q: 3 clusters Score -506435.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -506439.375000 Penalty: 4184.892578
	Iteration 26Q: 3 clusters Score -506439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -506444.531250 Penalty: 4184.892578
	Iteration 27Q: 3 clusters Score -506444.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -506452.718750 Penalty: 4184.892578
	Iteration 28Q: 3 clusters Score -506452.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -506454.656250 Penalty: 4184.892578
	Iteration 29Q: 3 clusters Score -506454.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -506456.718750 Penalty: 4184.892578
	Iteration 30Q: 3 clusters Score -506456.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -506461.812500 Penalty: 4184.892578
	Iteration 31Q: 3 clusters Score -506461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -506463.468750 Penalty: 4184.892578
	Iteration 32Q: 3 clusters Score -506463.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -506467.312500 Penalty: 4184.892578
	Iteration 33Q: 3 clusters Score -506467.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -506469.250000 Penalty: 4184.892578
	Iteration 34Q: 3 clusters Score -506469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -506472.531250 Penalty: 4184.892578
	Iteration 35Q: 3 clusters Score -506472.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -506475.875000 Penalty: 4184.892578
	Iteration 36Q: 3 clusters Score -506475.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -506481.375000 Penalty: 4184.892578
	Iteration 37Q: 3 clusters Score -506481.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -506484.218750 Penalty: 4184.892578
	Iteration 38Q: 3 clusters Score -506484.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -506485.750000 Penalty: 4184.892578
	Iteration 39Q: 3 clusters Score -506485.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -506487.156250 Penalty: 4184.892578
	Iteration 40F: 3 clusters Score -506487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -506488.500000 Penalty: 4184.892578
	Iteration 41Q: 3 clusters Score -506488.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -506488.937500 Penalty: 4184.892578
	Iteration 42Q: 3 clusters Score -506488.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -506490.468750 Penalty: 4184.892578
	Iteration 43Q: 3 clusters Score -506490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -506490.750000 Penalty: 4184.892578
	Iteration 44Q: 3 clusters Score -506490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -506491.156250 Penalty: 4184.892578
	Iteration 45Q: 3 clusters Score -506491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -506492.093750 Penalty: 4184.892578
	Iteration 46Q: 3 clusters Score -506492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -506493.625000 Penalty: 4184.892578
	Iteration 47Q: 3 clusters Score -506493.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -506494.468750 Penalty: 4184.892578
	Iteration 48Q: 3 clusters Score -506494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -506495.343750 Penalty: 4184.892578
	Iteration 49Q: 3 clusters Score -506495.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -506495.531250 Penalty: 4184.892578
	Iteration 50Q: 3 clusters Score -506495.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -506496.468750 Penalty: 4184.892578
	Iteration 51Q: 3 clusters Score -506496.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -506496.343750 Penalty: 4184.892578
	Iteration 52Q: 3 clusters Score -506496.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -506496.343750 Penalty: 4184.892578
	Iteration 53F: 3 clusters Score -506496.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (96679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96679 members 
Entering Unmasked Estep 
Score: -11603707.000000 Penalty: 2846.829590
	Iteration 0F: 2 clusters Score -1.160371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -11539144.000000 Penalty: 5693.659180
	Iteration 0F: 3 clusters Score -1.153914e+07 nChanged 45750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -11565613.000000 Penalty: 5693.659180
	Iteration 1F: 3 clusters Score -1.156561e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -11566405.000000 Penalty: 5693.659180
	Iteration 2Q: 3 clusters Score -1.15664e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -11567092.000000 Penalty: 5693.659180
	Iteration 3Q: 3 clusters Score -1.156709e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -11567984.000000 Penalty: 5693.659180
	Iteration 4Q: 3 clusters Score -1.156798e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -11568955.000000 Penalty: 5693.659180
	Iteration 5Q: 3 clusters Score -1.156896e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -11570172.000000 Penalty: 5693.659180
	Iteration 6Q: 3 clusters Score -1.157017e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -11571672.000000 Penalty: 5693.659180
	Iteration 7Q: 3 clusters Score -1.157167e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -11573871.000000 Penalty: 5693.659180
	Iteration 8Q: 3 clusters Score -1.157387e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -11577092.000000 Penalty: 5693.659180
	Iteration 9F: 3 clusters Score -1.157709e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -11581244.000000 Penalty: 5693.659180
	Iteration 10F: 3 clusters Score -1.158124e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -11584848.000000 Penalty: 5693.659180
	Iteration 11F: 3 clusters Score -1.158485e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -11586579.000000 Penalty: 5693.659180
	Iteration 12Q: 3 clusters Score -1.158658e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -11587260.000000 Penalty: 5693.659180
	Iteration 13Q: 3 clusters Score -1.158726e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -11587558.000000 Penalty: 5693.659180
	Iteration 14Q: 3 clusters Score -1.158756e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -11587873.000000 Penalty: 5693.659180
	Iteration 15Q: 3 clusters Score -1.158787e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -11588092.000000 Penalty: 5693.659180
	Iteration 16Q: 3 clusters Score -1.158809e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -11588238.000000 Penalty: 5693.659180
	Iteration 17Q: 3 clusters Score -1.158824e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -11588464.000000 Penalty: 5693.659180
	Iteration 18Q: 3 clusters Score -1.158846e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -11588694.000000 Penalty: 5693.659180
	Iteration 19Q: 3 clusters Score -1.158869e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -11588937.000000 Penalty: 5693.659180
	Iteration 20F: 3 clusters Score -1.158894e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -11589238.000000 Penalty: 5693.659180
	Iteration 21Q: 3 clusters Score -1.158924e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -11589491.000000 Penalty: 5693.659180
	Iteration 22Q: 3 clusters Score -1.158949e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -11589715.000000 Penalty: 5693.659180
	Iteration 23Q: 3 clusters Score -1.158972e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -11590019.000000 Penalty: 5693.659180
	Iteration 24Q: 3 clusters Score -1.159002e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -11590191.000000 Penalty: 5693.659180
	Iteration 25Q: 3 clusters Score -1.159019e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -11590496.000000 Penalty: 5693.659180
	Iteration 26Q: 3 clusters Score -1.15905e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -11590774.000000 Penalty: 5693.659180
	Iteration 27Q: 3 clusters Score -1.159077e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -11591053.000000 Penalty: 5693.659180
	Iteration 28Q: 3 clusters Score -1.159105e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -11591264.000000 Penalty: 5693.659180
	Iteration 29Q: 3 clusters Score -1.159126e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -11591487.000000 Penalty: 5693.659180
	Iteration 30Q: 3 clusters Score -1.159149e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -11591752.000000 Penalty: 5693.659180
	Iteration 31Q: 3 clusters Score -1.159175e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -11591964.000000 Penalty: 5693.659180
	Iteration 32Q: 3 clusters Score -1.159196e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -11592243.000000 Penalty: 5693.659180
	Iteration 33Q: 3 clusters Score -1.159224e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -11592481.000000 Penalty: 5693.659180
	Iteration 34Q: 3 clusters Score -1.159248e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -11592749.000000 Penalty: 5693.659180
	Iteration 35Q: 3 clusters Score -1.159275e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -11593178.000000 Penalty: 5693.659180
	Iteration 36Q: 3 clusters Score -1.159318e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -11593627.000000 Penalty: 5693.659180
	Iteration 37Q: 3 clusters Score -1.159363e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -11594170.000000 Penalty: 5693.659180
	Iteration 38Q: 3 clusters Score -1.159417e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -11594625.000000 Penalty: 5693.659180
	Iteration 39Q: 3 clusters Score -1.159462e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -11595399.000000 Penalty: 5693.659180
	Iteration 40F: 3 clusters Score -1.15954e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -11596114.000000 Penalty: 5693.659180
	Iteration 41Q: 3 clusters Score -1.159611e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -11596903.000000 Penalty: 5693.659180
	Iteration 42Q: 3 clusters Score -1.15969e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -11597845.000000 Penalty: 5693.659180
	Iteration 43Q: 3 clusters Score -1.159784e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -11598784.000000 Penalty: 5693.659180
	Iteration 44Q: 3 clusters Score -1.159878e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -11599568.000000 Penalty: 5693.659180
	Iteration 45Q: 3 clusters Score -1.159957e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -11600152.000000 Penalty: 5693.659180
	Iteration 46Q: 3 clusters Score -1.160015e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -11600556.000000 Penalty: 5693.659180
	Iteration 47Q: 3 clusters Score -1.160056e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -11600827.000000 Penalty: 5693.659180
	Iteration 48Q: 3 clusters Score -1.160083e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -11601048.000000 Penalty: 5693.659180
	Iteration 49Q: 3 clusters Score -1.160105e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -11601124.000000 Penalty: 5693.659180
	Iteration 50Q: 3 clusters Score -1.160112e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -11601201.000000 Penalty: 5693.659180
	Iteration 51Q: 3 clusters Score -1.16012e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72796 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -11601290.000000 Penalty: 5693.659180
	Iteration 52Q: 3 clusters Score -1.160129e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -11601328.000000 Penalty: 5693.659180
	Iteration 53Q: 3 clusters Score -1.160133e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -11601387.000000 Penalty: 5693.659180
	Iteration 54Q: 3 clusters Score -1.160139e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73847 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -11601432.000000 Penalty: 5693.659180
	Iteration 55Q: 3 clusters Score -1.160143e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -11601474.000000 Penalty: 5693.659180
	Iteration 56Q: 3 clusters Score -1.160147e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74439 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -11601495.000000 Penalty: 5693.659180
	Iteration 57Q: 3 clusters Score -1.16015e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -11601529.000000 Penalty: 5693.659180
	Iteration 58Q: 3 clusters Score -1.160153e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74914 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -11601541.000000 Penalty: 5693.659180
	Iteration 59Q: 3 clusters Score -1.160154e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -11601583.000000 Penalty: 5693.659180
	Iteration 60F: 3 clusters Score -1.160158e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -11601613.000000 Penalty: 5693.659180
	Iteration 61Q: 3 clusters Score -1.160161e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75598 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -11601596.000000 Penalty: 5693.659180
	Iteration 62Q: 3 clusters Score -1.16016e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -11601631.000000 Penalty: 5693.659180
	Iteration 63Q: 3 clusters Score -1.160163e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -11601662.000000 Penalty: 5693.659180
	Iteration 64Q: 3 clusters Score -1.160166e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76304 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -11601680.000000 Penalty: 5693.659180
	Iteration 65Q: 3 clusters Score -1.160168e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76535 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -11601694.000000 Penalty: 5693.659180
	Iteration 66Q: 3 clusters Score -1.160169e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76747 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -11601713.000000 Penalty: 5693.659180
	Iteration 67Q: 3 clusters Score -1.160171e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -11601713.000000 Penalty: 5693.659180
	Iteration 68Q: 3 clusters Score -1.160171e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -11601766.000000 Penalty: 5693.659180
	Iteration 69Q: 3 clusters Score -1.160177e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -11601764.000000 Penalty: 5693.659180
	Iteration 70Q: 3 clusters Score -1.160176e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -11601772.000000 Penalty: 5693.659180
	Iteration 71Q: 3 clusters Score -1.160177e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77538 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -11601774.000000 Penalty: 5693.659180
	Iteration 72Q: 3 clusters Score -1.160177e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -11601775.000000 Penalty: 5693.659180
	Iteration 73Q: 3 clusters Score -1.160178e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -11601788.000000 Penalty: 5693.659180
	Iteration 74Q: 3 clusters Score -1.160179e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -11601801.000000 Penalty: 5693.659180
	Iteration 75Q: 3 clusters Score -1.16018e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -11601810.000000 Penalty: 5693.659180
	Iteration 76Q: 3 clusters Score -1.160181e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -11601807.000000 Penalty: 5693.659180
	Iteration 77Q: 3 clusters Score -1.160181e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -11601817.000000 Penalty: 5693.659180
	Iteration 78Q: 3 clusters Score -1.160182e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -11601839.000000 Penalty: 5693.659180
	Iteration 79Q: 3 clusters Score -1.160184e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78474 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -11601822.000000 Penalty: 5693.659180
	Iteration 80F: 3 clusters Score -1.160182e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78572 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -11601844.000000 Penalty: 5693.659180
	Iteration 81Q: 3 clusters Score -1.160184e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -11601875.000000 Penalty: 5693.659180
	Iteration 82Q: 3 clusters Score -1.160188e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78749 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -11601873.000000 Penalty: 5693.659180
	Iteration 83Q: 3 clusters Score -1.160187e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78829 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -11601883.000000 Penalty: 5693.659180
	Iteration 84Q: 3 clusters Score -1.160188e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -11601882.000000 Penalty: 5693.659180
	Iteration 85Q: 3 clusters Score -1.160188e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -11601887.000000 Penalty: 5693.659180
	Iteration 86Q: 3 clusters Score -1.160189e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -11601898.000000 Penalty: 5693.659180
	Iteration 87Q: 3 clusters Score -1.16019e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -11601923.000000 Penalty: 5693.659180
	Iteration 88Q: 3 clusters Score -1.160192e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79132 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -11601943.000000 Penalty: 5693.659180
	Iteration 89Q: 3 clusters Score -1.160194e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -11601928.000000 Penalty: 5693.659180
	Iteration 90Q: 3 clusters Score -1.160193e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -11601939.000000 Penalty: 5693.659180
	Iteration 91Q: 3 clusters Score -1.160194e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79318 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -11601934.000000 Penalty: 5693.659180
	Iteration 92Q: 3 clusters Score -1.160193e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79383 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -11601887.000000 Penalty: 5693.659180
	Iteration 93Q: 3 clusters Score -1.160189e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -11601893.000000 Penalty: 5693.659180
	Iteration 94Q: 3 clusters Score -1.160189e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79496 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -11601896.000000 Penalty: 5693.659180
	Iteration 95Q: 3 clusters Score -1.16019e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79538 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -11601884.000000 Penalty: 5693.659180
	Iteration 96Q: 3 clusters Score -1.160188e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -11601880.000000 Penalty: 5693.659180
	Iteration 97Q: 3 clusters Score -1.160188e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79606 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -11601886.000000 Penalty: 5693.659180
	Iteration 98Q: 3 clusters Score -1.160189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79632 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -11601887.000000 Penalty: 5693.659180
	Iteration 99Q: 3 clusters Score -1.160189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -11601892.000000 Penalty: 5693.659180
	Iteration 100F: 3 clusters Score -1.160189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -11601900.000000 Penalty: 5693.659180
	Iteration 101Q: 3 clusters Score -1.16019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -11601915.000000 Penalty: 5693.659180
	Iteration 102Q: 3 clusters Score -1.160192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -11601925.000000 Penalty: 5693.659180
	Iteration 103Q: 3 clusters Score -1.160192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -11601920.000000 Penalty: 5693.659180
	Iteration 104Q: 3 clusters Score -1.160192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -11601947.000000 Penalty: 5693.659180
	Iteration 105Q: 3 clusters Score -1.160195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79713 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -11601933.000000 Penalty: 5693.659180
	Iteration 106Q: 3 clusters Score -1.160193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -11601928.000000 Penalty: 5693.659180
	Iteration 107Q: 3 clusters Score -1.160193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -11601932.000000 Penalty: 5693.659180
	Iteration 108Q: 3 clusters Score -1.160193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -11601927.000000 Penalty: 5693.659180
	Iteration 109Q: 3 clusters Score -1.160193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79745 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -11601926.000000 Penalty: 5693.659180
	Iteration 110Q: 3 clusters Score -1.160193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79757 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -11601929.000000 Penalty: 5693.659180
	Iteration 111Q: 3 clusters Score -1.160193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -11601922.000000 Penalty: 5693.659180
	Iteration 112Q: 3 clusters Score -1.160192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -11601918.000000 Penalty: 5693.659180
	Iteration 113Q: 3 clusters Score -1.160192e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79811 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -11601921.000000 Penalty: 5693.659180
	Iteration 114Q: 3 clusters Score -1.160192e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -11601922.000000 Penalty: 5693.659180
	Iteration 115Q: 3 clusters Score -1.160192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -11601921.000000 Penalty: 5693.659180
	Iteration 116Q: 3 clusters Score -1.160192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79868 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -11601924.000000 Penalty: 5693.659180
	Iteration 117Q: 3 clusters Score -1.160192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79882 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -11601922.000000 Penalty: 5693.659180
	Iteration 118Q: 3 clusters Score -1.160192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -11601943.000000 Penalty: 5693.659180
	Iteration 119Q: 3 clusters Score -1.160194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -11601918.000000 Penalty: 5693.659180
	Iteration 120F: 3 clusters Score -1.160192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -11601923.000000 Penalty: 5693.659180
	Iteration 121Q: 3 clusters Score -1.160192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -11601921.000000 Penalty: 5693.659180
	Iteration 122Q: 3 clusters Score -1.160192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -11601928.000000 Penalty: 5693.659180
	Iteration 123Q: 3 clusters Score -1.160193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -11601917.000000 Penalty: 5693.659180
	Iteration 124Q: 3 clusters Score -1.160192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -11601918.000000 Penalty: 5693.659180
	Iteration 125Q: 3 clusters Score -1.160192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -11601932.000000 Penalty: 5693.659180
	Iteration 126Q: 3 clusters Score -1.160193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -11601918.000000 Penalty: 5693.659180
	Iteration 127Q: 3 clusters Score -1.160192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -11601913.000000 Penalty: 5693.659180
	Iteration 128Q: 3 clusters Score -1.160191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -11601907.000000 Penalty: 5693.659180
	Iteration 129Q: 3 clusters Score -1.160191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -11601905.000000 Penalty: 5693.659180
	Iteration 130Q: 3 clusters Score -1.16019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -11601905.000000 Penalty: 5693.659180
	Iteration 131Q: 3 clusters Score -1.16019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80009 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -11601910.000000 Penalty: 5693.659180
	Iteration 132Q: 3 clusters Score -1.160191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80011 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -11601910.000000 Penalty: 5693.659180
	Iteration 133Q: 3 clusters Score -1.160191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80013 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -11601915.000000 Penalty: 5693.659180
	Iteration 134Q: 3 clusters Score -1.160192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80013 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -11601915.000000 Penalty: 5693.659180
	Iteration 135F: 3 clusters Score -1.160192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Entering Unmasked Estep 
Score: -2237860.750000 Penalty: 2442.913086
	Iteration 0F: 2 clusters Score -2237861 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 9545 members 
Entering Unmasked Estep 
Score: -2224271.750000 Penalty: 4885.826172
	Iteration 0F: 3 clusters Score -2224272 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2228910.500000 Penalty: 4885.826172
	Iteration 1F: 3 clusters Score -2228910 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2229312.500000 Penalty: 4885.826172
	Iteration 2F: 3 clusters Score -2229312 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2229704.750000 Penalty: 4885.826172
	Iteration 3Q: 3 clusters Score -2229705 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2230069.000000 Penalty: 4885.826172
	Iteration 4Q: 3 clusters Score -2230069 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2230477.500000 Penalty: 4885.826172
	Iteration 5Q: 3 clusters Score -2230478 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2230967.250000 Penalty: 4885.826172
	Iteration 6Q: 3 clusters Score -2230967 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2231466.500000 Penalty: 4885.826172
	Iteration 7Q: 3 clusters Score -2231466 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2232019.750000 Penalty: 4885.826172
	Iteration 8Q: 3 clusters Score -2232020 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2232544.750000 Penalty: 4885.826172
	Iteration 9Q: 3 clusters Score -2232545 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2233056.500000 Penalty: 4885.826172
	Iteration 10Q: 3 clusters Score -2233056 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2233556.500000 Penalty: 4885.826172
	Iteration 11Q: 3 clusters Score -2233556 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2234029.000000 Penalty: 4885.826172
	Iteration 12Q: 3 clusters Score -2234029 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2234432.000000 Penalty: 4885.826172
	Iteration 13Q: 3 clusters Score -2234432 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2234724.750000 Penalty: 4885.826172
	Iteration 14Q: 3 clusters Score -2234725 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2234948.750000 Penalty: 4885.826172
	Iteration 15Q: 3 clusters Score -2234949 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2235095.000000 Penalty: 4885.826172
	Iteration 16Q: 3 clusters Score -2235095 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2235208.000000 Penalty: 4885.826172
	Iteration 17Q: 3 clusters Score -2235208 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2235283.250000 Penalty: 4885.826172
	Iteration 18Q: 3 clusters Score -2235283 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2235334.250000 Penalty: 4885.826172
	Iteration 19Q: 3 clusters Score -2235334 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2235389.500000 Penalty: 4885.826172
	Iteration 20F: 3 clusters Score -2235390 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2235427.250000 Penalty: 4885.826172
	Iteration 21Q: 3 clusters Score -2235427 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2235495.250000 Penalty: 4885.826172
	Iteration 22Q: 3 clusters Score -2235495 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2235536.000000 Penalty: 4885.826172
	Iteration 23Q: 3 clusters Score -2235536 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2235597.000000 Penalty: 4885.826172
	Iteration 24Q: 3 clusters Score -2235597 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2235636.250000 Penalty: 4885.826172
	Iteration 25Q: 3 clusters Score -2235636 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2235679.750000 Penalty: 4885.826172
	Iteration 26Q: 3 clusters Score -2235680 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2235719.750000 Penalty: 4885.826172
	Iteration 27Q: 3 clusters Score -2235720 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2235765.000000 Penalty: 4885.826172
	Iteration 28Q: 3 clusters Score -2235765 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2235808.750000 Penalty: 4885.826172
	Iteration 29Q: 3 clusters Score -2235809 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2235858.250000 Penalty: 4885.826172
	Iteration 30Q: 3 clusters Score -2235858 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2235942.750000 Penalty: 4885.826172
	Iteration 31Q: 3 clusters Score -2235943 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2236023.000000 Penalty: 4885.826172
	Iteration 32Q: 3 clusters Score -2236023 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2236105.250000 Penalty: 4885.826172
	Iteration 33Q: 3 clusters Score -2236105 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2236179.000000 Penalty: 4885.826172
	Iteration 34Q: 3 clusters Score -2236179 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2236272.500000 Penalty: 4885.826172
	Iteration 35Q: 3 clusters Score -2236272 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2236361.750000 Penalty: 4885.826172
	Iteration 36Q: 3 clusters Score -2236362 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2236456.000000 Penalty: 4885.826172
	Iteration 37Q: 3 clusters Score -2236456 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2236543.000000 Penalty: 4885.826172
	Iteration 38Q: 3 clusters Score -2236543 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2236600.250000 Penalty: 4885.826172
	Iteration 39Q: 3 clusters Score -2236600 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2236644.000000 Penalty: 4885.826172
	Iteration 40F: 3 clusters Score -2236644 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2236698.250000 Penalty: 4885.826172
	Iteration 41Q: 3 clusters Score -2236698 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2236746.000000 Penalty: 4885.826172
	Iteration 42Q: 3 clusters Score -2236746 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2236785.500000 Penalty: 4885.826172
	Iteration 43Q: 3 clusters Score -2236786 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2236832.250000 Penalty: 4885.826172
	Iteration 44Q: 3 clusters Score -2236832 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2236884.000000 Penalty: 4885.826172
	Iteration 45Q: 3 clusters Score -2236884 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2236942.500000 Penalty: 4885.826172
	Iteration 46Q: 3 clusters Score -2236942 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2236982.000000 Penalty: 4885.826172
	Iteration 47Q: 3 clusters Score -2236982 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2237037.500000 Penalty: 4885.826172
	Iteration 48Q: 3 clusters Score -2237038 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2237089.250000 Penalty: 4885.826172
	Iteration 49Q: 3 clusters Score -2237089 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2237125.750000 Penalty: 4885.826172
	Iteration 50Q: 3 clusters Score -2237126 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2237162.500000 Penalty: 4885.826172
	Iteration 51Q: 3 clusters Score -2237162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2237194.000000 Penalty: 4885.826172
	Iteration 52Q: 3 clusters Score -2237194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2237230.250000 Penalty: 4885.826172
	Iteration 53Q: 3 clusters Score -2237230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2237253.750000 Penalty: 4885.826172
	Iteration 54Q: 3 clusters Score -2237254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2237275.500000 Penalty: 4885.826172
	Iteration 55Q: 3 clusters Score -2237276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2237280.500000 Penalty: 4885.826172
	Iteration 56Q: 3 clusters Score -2237280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2237294.000000 Penalty: 4885.826172
	Iteration 57Q: 3 clusters Score -2237294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2237299.750000 Penalty: 4885.826172
	Iteration 58Q: 3 clusters Score -2237300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2237308.000000 Penalty: 4885.826172
	Iteration 59Q: 3 clusters Score -2237308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2237310.500000 Penalty: 4885.826172
	Iteration 60F: 3 clusters Score -2237310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2237312.750000 Penalty: 4885.826172
	Iteration 61Q: 3 clusters Score -2237313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2237317.500000 Penalty: 4885.826172
	Iteration 62Q: 3 clusters Score -2237318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2237316.250000 Penalty: 4885.826172
	Iteration 63Q: 3 clusters Score -2237316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2237315.000000 Penalty: 4885.826172
	Iteration 64Q: 3 clusters Score -2237315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2237316.000000 Penalty: 4885.826172
	Iteration 65Q: 3 clusters Score -2237316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2237317.000000 Penalty: 4885.826172
	Iteration 66Q: 3 clusters Score -2237317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2237322.250000 Penalty: 4885.826172
	Iteration 67Q: 3 clusters Score -2237322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2237322.500000 Penalty: 4885.826172
	Iteration 68Q: 3 clusters Score -2237322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2237319.500000 Penalty: 4885.826172
	Iteration 69Q: 3 clusters Score -2237320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2237320.500000 Penalty: 4885.826172
	Iteration 70Q: 3 clusters Score -2237320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2237320.750000 Penalty: 4885.826172
	Iteration 71Q: 3 clusters Score -2237321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2237321.250000 Penalty: 4885.826172
	Iteration 72Q: 3 clusters Score -2237321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2237323.250000 Penalty: 4885.826172
	Iteration 73Q: 3 clusters Score -2237323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2237323.250000 Penalty: 4885.826172
	Iteration 74F: 3 clusters Score -2237323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (165725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165725 members 
Entering Unmasked Estep 
Score: -19659568.000000 Penalty: 2980.485107
	Iteration 0F: 2 clusters Score -1.965957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 83103 members 
Entering Unmasked Estep 
Score: -19550352.000000 Penalty: 5960.970215
	Iteration 0F: 3 clusters Score -1.955035e+07 nChanged 79464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -19596376.000000 Penalty: 5960.970215
	Iteration 1F: 3 clusters Score -1.959638e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 88907 members 
Entering Unmasked Estep 
Score: -19599896.000000 Penalty: 5960.970215
	Iteration 2Q: 3 clusters Score -1.95999e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 93475 members 
Entering Unmasked Estep 
Score: -19607068.000000 Penalty: 5960.970215
	Iteration 3F: 3 clusters Score -1.960707e+07 nChanged 13575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -19616994.000000 Penalty: 5960.970215
	Iteration 4F: 3 clusters Score -1.961699e+07 nChanged 15527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 113709 members 
Entering Unmasked Estep 
Score: -19629522.000000 Penalty: 5960.970215
	Iteration 5F: 3 clusters Score -1.962952e+07 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 125949 members 
Entering Unmasked Estep 
Score: -19641754.000000 Penalty: 5960.970215
	Iteration 6F: 3 clusters Score -1.964175e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 135816 members 
Entering Unmasked Estep 
Score: -19650880.000000 Penalty: 5960.970215
	Iteration 7F: 3 clusters Score -1.965088e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 142502 members 
Entering Unmasked Estep 
Score: -19656626.000000 Penalty: 5960.970215
	Iteration 8Q: 3 clusters Score -1.965663e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 146997 members 
Entering Unmasked Estep 
Score: -19659796.000000 Penalty: 5960.970215
	Iteration 9Q: 3 clusters Score -1.96598e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 150102 members 
Entering Unmasked Estep 
Score: -19661708.000000 Penalty: 5960.970215
	Iteration 10Q: 3 clusters Score -1.966171e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 152348 members 
Entering Unmasked Estep 
Score: -19662750.000000 Penalty: 5960.970215
	Iteration 11Q: 3 clusters Score -1.966275e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 154040 members 
Entering Unmasked Estep 
Score: -19663564.000000 Penalty: 5960.970215
	Iteration 12Q: 3 clusters Score -1.966356e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 155319 members 
Entering Unmasked Estep 
Score: -19664206.000000 Penalty: 5960.970215
	Iteration 13Q: 3 clusters Score -1.966421e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 156298 members 
Entering Unmasked Estep 
Score: -19664890.000000 Penalty: 5960.970215
	Iteration 14Q: 3 clusters Score -1.966489e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 157026 members 
Entering Unmasked Estep 
Score: -19665444.000000 Penalty: 5960.970215
	Iteration 15Q: 3 clusters Score -1.966544e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 157589 members 
Entering Unmasked Estep 
Score: -19665866.000000 Penalty: 5960.970215
	Iteration 16Q: 3 clusters Score -1.966587e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 158058 members 
Entering Unmasked Estep 
Score: -19666206.000000 Penalty: 5960.970215
	Iteration 17Q: 3 clusters Score -1.966621e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 158468 members 
Entering Unmasked Estep 
Score: -19666438.000000 Penalty: 5960.970215
	Iteration 18Q: 3 clusters Score -1.966644e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 158785 members 
Entering Unmasked Estep 
Score: -19666600.000000 Penalty: 5960.970215
	Iteration 19Q: 3 clusters Score -1.96666e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 159037 members 
Entering Unmasked Estep 
Score: -19666738.000000 Penalty: 5960.970215
	Iteration 20F: 3 clusters Score -1.966674e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 159234 members 
Entering Unmasked Estep 
Score: -19666884.000000 Penalty: 5960.970215
	Iteration 21Q: 3 clusters Score -1.966688e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 159421 members 
Entering Unmasked Estep 
Score: -19667070.000000 Penalty: 5960.970215
	Iteration 22Q: 3 clusters Score -1.966707e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 159610 members 
Entering Unmasked Estep 
Score: -19667408.000000 Penalty: 5960.970215
	Iteration 23Q: 3 clusters Score -1.966741e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 159764 members 
Entering Unmasked Estep 
Score: -19667716.000000 Penalty: 5960.970215
	Iteration 24Q: 3 clusters Score -1.966772e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 159865 members 
Entering Unmasked Estep 
Score: -19667872.000000 Penalty: 5960.970215
	Iteration 25Q: 3 clusters Score -1.966787e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 159875 members 
Entering Unmasked Estep 
Score: -19667978.000000 Penalty: 5960.970215
	Iteration 26Q: 3 clusters Score -1.966798e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 159876 members 
Entering Unmasked Estep 
Score: -19668004.000000 Penalty: 5960.970215
	Iteration 27Q: 3 clusters Score -1.9668e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 159870 members 
Entering Unmasked Estep 
Score: -19668042.000000 Penalty: 5960.970215
	Iteration 28Q: 3 clusters Score -1.966804e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 159872 members 
Entering Unmasked Estep 
Score: -19668074.000000 Penalty: 5960.970215
	Iteration 29Q: 3 clusters Score -1.966807e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 159864 members 
Entering Unmasked Estep 
Score: -19668086.000000 Penalty: 5960.970215
	Iteration 30Q: 3 clusters Score -1.966809e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 159853 members 
Entering Unmasked Estep 
Score: -19668068.000000 Penalty: 5960.970215
	Iteration 31Q: 3 clusters Score -1.966807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 159843 members 
Entering Unmasked Estep 
Score: -19668102.000000 Penalty: 5960.970215
	Iteration 32Q: 3 clusters Score -1.96681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 159837 members 
Entering Unmasked Estep 
Score: -19668084.000000 Penalty: 5960.970215
	Iteration 33Q: 3 clusters Score -1.966808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 159836 members 
Entering Unmasked Estep 
Score: -19668084.000000 Penalty: 5960.970215
	Iteration 34Q: 3 clusters Score -1.966808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 159834 members 
Entering Unmasked Estep 
Score: -19668096.000000 Penalty: 5960.970215
	Iteration 35Q: 3 clusters Score -1.96681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 159833 members 
Entering Unmasked Estep 
Score: -19668086.000000 Penalty: 5960.970215
	Iteration 36Q: 3 clusters Score -1.966809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 159833 members 
Entering Unmasked Estep 
Score: -19668086.000000 Penalty: 5960.970215
	Iteration 37F: 3 clusters Score -1.966809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 192110 members 
Mstep: Class 3 contains 40887 members 
Mstep: Class 4 contains 11612 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 34970 members 
Mstep: Class 8 contains 4616 members 
Mstep: Class 9 contains 96679 members 
Mstep: Class 10 contains 18967 members 
Mstep: Class 11 contains 5892 members 
Mstep: Class 12 contains 59425 members 
Mstep: Class 13 contains 96237 members 
Mstep: Class 14 contains 220241 members 
Mstep: Class 15 contains 14107 members 
Mstep: Class 16 contains 76069 members 
Mstep: Class 17 contains 232551 members 
Mstep: Class 18 contains 5735 members 
Mstep: Class 19 contains 16418 members 
Mstep: Class 20 contains 16884 members 
Mstep: Class 21 contains 22674 members 
Mstep: Class 22 contains 159833 members 
Entering Unmasked Estep 
Score: -155963872.000000 Penalty: 76998.335938
Splitting cluster 11 changes total score from -155958704.000000 to -155963872.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (59425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Entering Unmasked Estep 
Score: -7062550.000000 Penalty: 2726.132812
	Iteration 0F: 2 clusters Score -7062550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -7022597.000000 Penalty: 5452.265625
	Iteration 0F: 3 clusters Score -7022597 nChanged 27720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -7038208.500000 Penalty: 5452.265625
	Iteration 1F: 3 clusters Score -7038208 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -7038902.500000 Penalty: 5452.265625
	Iteration 2Q: 3 clusters Score -7038902 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -7039747.500000 Penalty: 5452.265625
	Iteration 3Q: 3 clusters Score -7039748 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -7040761.000000 Penalty: 5452.265625
	Iteration 4Q: 3 clusters Score -7040761 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -7042018.500000 Penalty: 5452.265625
	Iteration 5Q: 3 clusters Score -7042018 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -7043555.500000 Penalty: 5452.265625
	Iteration 6Q: 3 clusters Score -7043556 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -7045358.500000 Penalty: 5452.265625
	Iteration 7F: 3 clusters Score -7045358 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -7047274.500000 Penalty: 5452.265625
	Iteration 8F: 3 clusters Score -7047274 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -7049357.500000 Penalty: 5452.265625
	Iteration 9F: 3 clusters Score -7049358 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -7051143.500000 Penalty: 5452.265625
	Iteration 10Q: 3 clusters Score -7051144 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -7052648.000000 Penalty: 5452.265625
	Iteration 11Q: 3 clusters Score -7052648 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -7053921.000000 Penalty: 5452.265625
	Iteration 12Q: 3 clusters Score -7053921 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -7054936.500000 Penalty: 5452.265625
	Iteration 13Q: 3 clusters Score -7054936 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -7055663.500000 Penalty: 5452.265625
	Iteration 14Q: 3 clusters Score -7055664 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -7056318.500000 Penalty: 5452.265625
	Iteration 15Q: 3 clusters Score -7056318 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -7056939.500000 Penalty: 5452.265625
	Iteration 16Q: 3 clusters Score -7056940 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -7057452.500000 Penalty: 5452.265625
	Iteration 17Q: 3 clusters Score -7057452 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -7057904.000000 Penalty: 5452.265625
	Iteration 18Q: 3 clusters Score -7057904 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -7058315.000000 Penalty: 5452.265625
	Iteration 19Q: 3 clusters Score -7058315 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -7058678.500000 Penalty: 5452.265625
	Iteration 20F: 3 clusters Score -7058678 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -7058959.000000 Penalty: 5452.265625
	Iteration 21Q: 3 clusters Score -7058959 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -7059245.000000 Penalty: 5452.265625
	Iteration 22Q: 3 clusters Score -7059245 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -7059491.000000 Penalty: 5452.265625
	Iteration 23Q: 3 clusters Score -7059491 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 56824 members 
Entering Unmasked Estep 
Score: -7059704.000000 Penalty: 5452.265625
	Iteration 24Q: 3 clusters Score -7059704 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -7059880.000000 Penalty: 5452.265625
	Iteration 25Q: 3 clusters Score -7059880 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -7060040.000000 Penalty: 5452.265625
	Iteration 26Q: 3 clusters Score -7060040 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -7060210.500000 Penalty: 5452.265625
	Iteration 27Q: 3 clusters Score -7060210 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
Score: -7060344.000000 Penalty: 5452.265625
	Iteration 28Q: 3 clusters Score -7060344 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -7060443.000000 Penalty: 5452.265625
	Iteration 29Q: 3 clusters Score -7060443 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -7060532.000000 Penalty: 5452.265625
	Iteration 30Q: 3 clusters Score -7060532 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -7060567.500000 Penalty: 5452.265625
	Iteration 31Q: 3 clusters Score -7060568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -7060593.500000 Penalty: 5452.265625
	Iteration 32Q: 3 clusters Score -7060594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -7060590.000000 Penalty: 5452.265625
	Iteration 33Q: 3 clusters Score -7060590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -7060610.000000 Penalty: 5452.265625
	Iteration 34Q: 3 clusters Score -7060610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -7060627.000000 Penalty: 5452.265625
	Iteration 35Q: 3 clusters Score -7060627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -7060638.000000 Penalty: 5452.265625
	Iteration 36Q: 3 clusters Score -7060638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -7060648.500000 Penalty: 5452.265625
	Iteration 37Q: 3 clusters Score -7060648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -7060648.500000 Penalty: 5452.265625
	Iteration 38Q: 3 clusters Score -7060648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -7060655.500000 Penalty: 5452.265625
	Iteration 39Q: 3 clusters Score -7060656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -7060659.500000 Penalty: 5452.265625
	Iteration 40F: 3 clusters Score -7060660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -7060658.000000 Penalty: 5452.265625
	Iteration 41Q: 3 clusters Score -7060658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -7060655.500000 Penalty: 5452.265625
	Iteration 42Q: 3 clusters Score -7060656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -7060654.000000 Penalty: 5452.265625
	Iteration 43Q: 3 clusters Score -7060654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -7060654.000000 Penalty: 5452.265625
	Iteration 44F: 3 clusters Score -7060654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Entering Unmasked Estep 
Score: -11482652.000000 Penalty: 2845.693115
	Iteration 0F: 2 clusters Score -1.148265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -11418161.000000 Penalty: 5691.386230
	Iteration 0F: 3 clusters Score -1.141816e+07 nChanged 45318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -11443690.000000 Penalty: 5691.386230
	Iteration 1F: 3 clusters Score -1.144369e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -11444363.000000 Penalty: 5691.386230
	Iteration 2Q: 3 clusters Score -1.144436e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -11445002.000000 Penalty: 5691.386230
	Iteration 3Q: 3 clusters Score -1.1445e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -11445748.000000 Penalty: 5691.386230
	Iteration 4Q: 3 clusters Score -1.144575e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -11446722.000000 Penalty: 5691.386230
	Iteration 5Q: 3 clusters Score -1.144672e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -11447965.000000 Penalty: 5691.386230
	Iteration 6Q: 3 clusters Score -1.144796e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -11449790.000000 Penalty: 5691.386230
	Iteration 7Q: 3 clusters Score -1.144979e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -11452784.000000 Penalty: 5691.386230
	Iteration 8F: 3 clusters Score -1.145278e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -11457536.000000 Penalty: 5691.386230
	Iteration 9F: 3 clusters Score -1.145754e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 78424 members 
Entering Unmasked Estep 
Score: -11463991.000000 Penalty: 5691.386230
	Iteration 10F: 3 clusters Score -1.146399e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -11471150.000000 Penalty: 5691.386230
	Iteration 11F: 3 clusters Score -1.147115e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 91305 members 
Entering Unmasked Estep 
Score: -11476240.000000 Penalty: 5691.386230
	Iteration 12F: 3 clusters Score -1.147624e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 93994 members 
Entering Unmasked Estep 
Score: -11478777.000000 Penalty: 5691.386230
	Iteration 13Q: 3 clusters Score -1.147878e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 95030 members 
Entering Unmasked Estep 
Score: -11479593.000000 Penalty: 5691.386230
	Iteration 14Q: 3 clusters Score -1.147959e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -11479911.000000 Penalty: 5691.386230
	Iteration 15Q: 3 clusters Score -1.147991e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -11480079.000000 Penalty: 5691.386230
	Iteration 16Q: 3 clusters Score -1.148008e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -11480168.000000 Penalty: 5691.386230
	Iteration 17Q: 3 clusters Score -1.148017e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -11480253.000000 Penalty: 5691.386230
	Iteration 18Q: 3 clusters Score -1.148025e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 95749 members 
Entering Unmasked Estep 
Score: -11480291.000000 Penalty: 5691.386230
	Iteration 19Q: 3 clusters Score -1.148029e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -11480328.000000 Penalty: 5691.386230
	Iteration 20F: 3 clusters Score -1.148033e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 95770 members 
Entering Unmasked Estep 
Score: -11480332.000000 Penalty: 5691.386230
	Iteration 21Q: 3 clusters Score -1.148033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 95779 members 
Entering Unmasked Estep 
Score: -11480352.000000 Penalty: 5691.386230
	Iteration 22Q: 3 clusters Score -1.148035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 95788 members 
Entering Unmasked Estep 
Score: -11480361.000000 Penalty: 5691.386230
	Iteration 23Q: 3 clusters Score -1.148036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 95796 members 
Entering Unmasked Estep 
Score: -11480376.000000 Penalty: 5691.386230
	Iteration 24Q: 3 clusters Score -1.148038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 95802 members 
Entering Unmasked Estep 
Score: -11480382.000000 Penalty: 5691.386230
	Iteration 25Q: 3 clusters Score -1.148038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -11480383.000000 Penalty: 5691.386230
	Iteration 26Q: 3 clusters Score -1.148038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 95807 members 
Entering Unmasked Estep 
Score: -11480401.000000 Penalty: 5691.386230
	Iteration 27Q: 3 clusters Score -1.14804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -11480397.000000 Penalty: 5691.386230
	Iteration 28Q: 3 clusters Score -1.14804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 95809 members 
Entering Unmasked Estep 
Score: -11480400.000000 Penalty: 5691.386230
	Iteration 29Q: 3 clusters Score -1.14804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
Score: -11480402.000000 Penalty: 5691.386230
	Iteration 30Q: 3 clusters Score -1.14804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -11480413.000000 Penalty: 5691.386230
	Iteration 31Q: 3 clusters Score -1.148041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 95816 members 
Entering Unmasked Estep 
Score: -11480424.000000 Penalty: 5691.386230
	Iteration 32Q: 3 clusters Score -1.148042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 95819 members 
Entering Unmasked Estep 
Score: -11480417.000000 Penalty: 5691.386230
	Iteration 33Q: 3 clusters Score -1.148042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 95821 members 
Entering Unmasked Estep 
Score: -11480415.000000 Penalty: 5691.386230
	Iteration 34Q: 3 clusters Score -1.148042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 95821 members 
Entering Unmasked Estep 
Score: -11480419.000000 Penalty: 5691.386230
	Iteration 35Q: 3 clusters Score -1.148042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 95822 members 
Entering Unmasked Estep 
Score: -11480417.000000 Penalty: 5691.386230
	Iteration 36Q: 3 clusters Score -1.148042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 95822 members 
Entering Unmasked Estep 
Score: -11480417.000000 Penalty: 5691.386230
	Iteration 37F: 3 clusters Score -1.148042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (220241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220241 members 
Entering Unmasked Estep 
Score: -25993034.000000 Penalty: 3051.014404
	Iteration 0F: 2 clusters Score -2.599303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110004 members 
Mstep: Class 2 contains 110237 members 
Entering Unmasked Estep 
Score: -25853842.000000 Penalty: 6102.028809
	Iteration 0F: 3 clusters Score -2.585384e+07 nChanged 105857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106415 members 
Mstep: Class 2 contains 113826 members 
Entering Unmasked Estep 
Score: -25915976.000000 Penalty: 6102.028809
	Iteration 1F: 3 clusters Score -2.591598e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104127 members 
Mstep: Class 2 contains 116114 members 
Entering Unmasked Estep 
Score: -25917866.000000 Penalty: 6102.028809
	Iteration 2Q: 3 clusters Score -2.591787e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100775 members 
Mstep: Class 2 contains 119466 members 
Entering Unmasked Estep 
Score: -25920376.000000 Penalty: 6102.028809
	Iteration 3Q: 3 clusters Score -2.592038e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 124424 members 
Entering Unmasked Estep 
Score: -25924552.000000 Penalty: 6102.028809
	Iteration 4Q: 3 clusters Score -2.592455e+07 nChanged 11830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 131470 members 
Entering Unmasked Estep 
Score: -25930546.000000 Penalty: 6102.028809
	Iteration 5F: 3 clusters Score -2.593055e+07 nChanged 13927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 140637 members 
Entering Unmasked Estep 
Score: -25938754.000000 Penalty: 6102.028809
	Iteration 6F: 3 clusters Score -2.593875e+07 nChanged 15021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Mstep: Class 2 contains 151446 members 
Entering Unmasked Estep 
Score: -25949016.000000 Penalty: 6102.028809
	Iteration 7F: 3 clusters Score -2.594902e+07 nChanged 14548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 162742 members 
Entering Unmasked Estep 
Score: -25959566.000000 Penalty: 6102.028809
	Iteration 8F: 3 clusters Score -2.595957e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 172777 members 
Entering Unmasked Estep 
Score: -25968776.000000 Penalty: 6102.028809
	Iteration 9F: 3 clusters Score -2.596878e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 180571 members 
Entering Unmasked Estep 
Score: -25975254.000000 Penalty: 6102.028809
	Iteration 10Q: 3 clusters Score -2.597525e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 186773 members 
Entering Unmasked Estep 
Score: -25979600.000000 Penalty: 6102.028809
	Iteration 11Q: 3 clusters Score -2.59796e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 191869 members 
Entering Unmasked Estep 
Score: -25982386.000000 Penalty: 6102.028809
	Iteration 12Q: 3 clusters Score -2.598239e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 196116 members 
Entering Unmasked Estep 
Score: -25984824.000000 Penalty: 6102.028809
	Iteration 13Q: 3 clusters Score -2.598482e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 199567 members 
Entering Unmasked Estep 
Score: -25986398.000000 Penalty: 6102.028809
	Iteration 14Q: 3 clusters Score -2.59864e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 202362 members 
Entering Unmasked Estep 
Score: -25987440.000000 Penalty: 6102.028809
	Iteration 15Q: 3 clusters Score -2.598744e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 204623 members 
Entering Unmasked Estep 
Score: -25988240.000000 Penalty: 6102.028809
	Iteration 16Q: 3 clusters Score -2.598824e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 206498 members 
Entering Unmasked Estep 
Score: -25988860.000000 Penalty: 6102.028809
	Iteration 17Q: 3 clusters Score -2.598886e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 208002 members 
Entering Unmasked Estep 
Score: -25989314.000000 Penalty: 6102.028809
	Iteration 18Q: 3 clusters Score -2.598931e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 209300 members 
Entering Unmasked Estep 
Score: -25989664.000000 Penalty: 6102.028809
	Iteration 19Q: 3 clusters Score -2.598966e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 210404 members 
Entering Unmasked Estep 
Score: -25989964.000000 Penalty: 6102.028809
	Iteration 20F: 3 clusters Score -2.598996e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 211384 members 
Entering Unmasked Estep 
Score: -25990250.000000 Penalty: 6102.028809
	Iteration 21Q: 3 clusters Score -2.599025e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 212223 members 
Entering Unmasked Estep 
Score: -25990562.000000 Penalty: 6102.028809
	Iteration 22Q: 3 clusters Score -2.599056e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 212933 members 
Entering Unmasked Estep 
Score: -25990738.000000 Penalty: 6102.028809
	Iteration 23Q: 3 clusters Score -2.599074e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 213547 members 
Entering Unmasked Estep 
Score: -25990778.000000 Penalty: 6102.028809
	Iteration 24Q: 3 clusters Score -2.599078e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 214092 members 
Entering Unmasked Estep 
Score: -25990866.000000 Penalty: 6102.028809
	Iteration 25Q: 3 clusters Score -2.599087e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 214604 members 
Entering Unmasked Estep 
Score: -25990902.000000 Penalty: 6102.028809
	Iteration 26Q: 3 clusters Score -2.59909e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 215047 members 
Entering Unmasked Estep 
Score: -25990952.000000 Penalty: 6102.028809
	Iteration 27Q: 3 clusters Score -2.599095e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 215449 members 
Entering Unmasked Estep 
Score: -25991044.000000 Penalty: 6102.028809
	Iteration 28Q: 3 clusters Score -2.599104e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 215783 members 
Entering Unmasked Estep 
Score: -25991048.000000 Penalty: 6102.028809
	Iteration 29Q: 3 clusters Score -2.599105e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 216076 members 
Entering Unmasked Estep 
Score: -25991016.000000 Penalty: 6102.028809
	Iteration 30Q: 3 clusters Score -2.599102e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 216363 members 
Entering Unmasked Estep 
Score: -25991090.000000 Penalty: 6102.028809
	Iteration 31Q: 3 clusters Score -2.599109e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 216631 members 
Entering Unmasked Estep 
Score: -25991158.000000 Penalty: 6102.028809
	Iteration 32Q: 3 clusters Score -2.599116e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 216853 members 
Entering Unmasked Estep 
Score: -25991108.000000 Penalty: 6102.028809
	Iteration 33Q: 3 clusters Score -2.599111e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 217068 members 
Entering Unmasked Estep 
Score: -25991030.000000 Penalty: 6102.028809
	Iteration 34Q: 3 clusters Score -2.599103e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 217253 members 
Entering Unmasked Estep 
Score: -25991098.000000 Penalty: 6102.028809
	Iteration 35Q: 3 clusters Score -2.59911e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 217390 members 
Entering Unmasked Estep 
Score: -25991112.000000 Penalty: 6102.028809
	Iteration 36Q: 3 clusters Score -2.599111e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 217511 members 
Entering Unmasked Estep 
Score: -25991150.000000 Penalty: 6102.028809
	Iteration 37Q: 3 clusters Score -2.599115e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 217623 members 
Entering Unmasked Estep 
Score: -25991100.000000 Penalty: 6102.028809
	Iteration 38Q: 3 clusters Score -2.59911e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 217723 members 
Entering Unmasked Estep 
Score: -25991094.000000 Penalty: 6102.028809
	Iteration 39Q: 3 clusters Score -2.599109e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 217810 members 
Entering Unmasked Estep 
Score: -25991036.000000 Penalty: 6102.028809
	Iteration 40F: 3 clusters Score -2.599104e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 217895 members 
Entering Unmasked Estep 
Score: -25991026.000000 Penalty: 6102.028809
	Iteration 41Q: 3 clusters Score -2.599103e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 217963 members 
Entering Unmasked Estep 
Score: -25990984.000000 Penalty: 6102.028809
	Iteration 42Q: 3 clusters Score -2.599098e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 218015 members 
Entering Unmasked Estep 
Score: -25990994.000000 Penalty: 6102.028809
	Iteration 43Q: 3 clusters Score -2.599099e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 218053 members 
Entering Unmasked Estep 
Score: -25991030.000000 Penalty: 6102.028809
	Iteration 44Q: 3 clusters Score -2.599103e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 218094 members 
Entering Unmasked Estep 
Score: -25991040.000000 Penalty: 6102.028809
	Iteration 45Q: 3 clusters Score -2.599104e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 218128 members 
Entering Unmasked Estep 
Score: -25991014.000000 Penalty: 6102.028809
	Iteration 46Q: 3 clusters Score -2.599101e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 218157 members 
Entering Unmasked Estep 
Score: -25991018.000000 Penalty: 6102.028809
	Iteration 47Q: 3 clusters Score -2.599102e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 218189 members 
Entering Unmasked Estep 
Score: -25991024.000000 Penalty: 6102.028809
	Iteration 48Q: 3 clusters Score -2.599102e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 218215 members 
Entering Unmasked Estep 
Score: -25991008.000000 Penalty: 6102.028809
	Iteration 49Q: 3 clusters Score -2.599101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 218234 members 
Entering Unmasked Estep 
Score: -25990990.000000 Penalty: 6102.028809
	Iteration 50Q: 3 clusters Score -2.599099e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 218256 members 
Entering Unmasked Estep 
Score: -25991002.000000 Penalty: 6102.028809
	Iteration 51Q: 3 clusters Score -2.5991e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 218279 members 
Entering Unmasked Estep 
Score: -25991018.000000 Penalty: 6102.028809
	Iteration 52Q: 3 clusters Score -2.599102e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 218304 members 
Entering Unmasked Estep 
Score: -25990980.000000 Penalty: 6102.028809
	Iteration 53Q: 3 clusters Score -2.599098e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 218324 members 
Entering Unmasked Estep 
Score: -25990982.000000 Penalty: 6102.028809
	Iteration 54Q: 3 clusters Score -2.599098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 218343 members 
Entering Unmasked Estep 
Score: -25990980.000000 Penalty: 6102.028809
	Iteration 55Q: 3 clusters Score -2.599098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 218363 members 
Entering Unmasked Estep 
Score: -25990988.000000 Penalty: 6102.028809
	Iteration 56Q: 3 clusters Score -2.599099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 218376 members 
Entering Unmasked Estep 
Score: -25990984.000000 Penalty: 6102.028809
	Iteration 57Q: 3 clusters Score -2.599098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 218392 members 
Entering Unmasked Estep 
Score: -25990990.000000 Penalty: 6102.028809
	Iteration 58Q: 3 clusters Score -2.599099e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 218401 members 
Entering Unmasked Estep 
Score: -25990968.000000 Penalty: 6102.028809
	Iteration 59Q: 3 clusters Score -2.599097e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 218421 members 
Entering Unmasked Estep 
Score: -25990996.000000 Penalty: 6102.028809
	Iteration 60F: 3 clusters Score -2.5991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 218434 members 
Entering Unmasked Estep 
Score: -25990990.000000 Penalty: 6102.028809
	Iteration 61Q: 3 clusters Score -2.599099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 218443 members 
Entering Unmasked Estep 
Score: -25990996.000000 Penalty: 6102.028809
	Iteration 62Q: 3 clusters Score -2.5991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 218449 members 
Entering Unmasked Estep 
Score: -25990980.000000 Penalty: 6102.028809
	Iteration 63Q: 3 clusters Score -2.599098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 218453 members 
Entering Unmasked Estep 
Score: -25990992.000000 Penalty: 6102.028809
	Iteration 64Q: 3 clusters Score -2.599099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 218456 members 
Entering Unmasked Estep 
Score: -25990980.000000 Penalty: 6102.028809
	Iteration 65Q: 3 clusters Score -2.599098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 218458 members 
Entering Unmasked Estep 
Score: -25990982.000000 Penalty: 6102.028809
	Iteration 66Q: 3 clusters Score -2.599098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 218461 members 
Entering Unmasked Estep 
Score: -25990966.000000 Penalty: 6102.028809
	Iteration 67Q: 3 clusters Score -2.599097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 218461 members 
Entering Unmasked Estep 
Score: -25990966.000000 Penalty: 6102.028809
	Iteration 68F: 3 clusters Score -2.599097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Entering Unmasked Estep 
Score: -1637890.625000 Penalty: 2369.497803
	Iteration 0F: 2 clusters Score -1637891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1627742.375000 Penalty: 4738.995605
	Iteration 0F: 3 clusters Score -1627742 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1631109.625000 Penalty: 4738.995605
	Iteration 1F: 3 clusters Score -1631110 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1631715.375000 Penalty: 4738.995605
	Iteration 2F: 3 clusters Score -1631715 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1632435.750000 Penalty: 4738.995605
	Iteration 3F: 3 clusters Score -1632436 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1633368.625000 Penalty: 4738.995605
	Iteration 4F: 3 clusters Score -1633369 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1634619.625000 Penalty: 4738.995605
	Iteration 5F: 3 clusters Score -1634620 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1636049.500000 Penalty: 4738.995605
	Iteration 6F: 3 clusters Score -1636050 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1637094.625000 Penalty: 4738.995605
	Iteration 7F: 3 clusters Score -1637095 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1637681.875000 Penalty: 4738.995605
	Iteration 8F: 3 clusters Score -1637682 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1637996.750000 Penalty: 4738.995605
	Iteration 9Q: 3 clusters Score -1637997 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1638222.000000 Penalty: 4738.995605
	Iteration 10Q: 3 clusters Score -1638222 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1638405.750000 Penalty: 4738.995605
	Iteration 11Q: 3 clusters Score -1638406 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1638593.625000 Penalty: 4738.995605
	Iteration 12Q: 3 clusters Score -1638594 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1638748.125000 Penalty: 4738.995605
	Iteration 13Q: 3 clusters Score -1638748 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1638903.375000 Penalty: 4738.995605
	Iteration 14Q: 3 clusters Score -1638903 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1639006.750000 Penalty: 4738.995605
	Iteration 15Q: 3 clusters Score -1639007 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1639085.375000 Penalty: 4738.995605
	Iteration 16Q: 3 clusters Score -1639085 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1639144.250000 Penalty: 4738.995605
	Iteration 17Q: 3 clusters Score -1639144 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1639183.375000 Penalty: 4738.995605
	Iteration 18Q: 3 clusters Score -1639183 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1639211.750000 Penalty: 4738.995605
	Iteration 19Q: 3 clusters Score -1639212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1639227.875000 Penalty: 4738.995605
	Iteration 20F: 3 clusters Score -1639228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1639254.000000 Penalty: 4738.995605
	Iteration 21Q: 3 clusters Score -1639254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1639266.500000 Penalty: 4738.995605
	Iteration 22Q: 3 clusters Score -1639266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1639277.125000 Penalty: 4738.995605
	Iteration 23Q: 3 clusters Score -1639277 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1639286.250000 Penalty: 4738.995605
	Iteration 24Q: 3 clusters Score -1639286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1639293.000000 Penalty: 4738.995605
	Iteration 25Q: 3 clusters Score -1639293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1639298.000000 Penalty: 4738.995605
	Iteration 26Q: 3 clusters Score -1639298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1639298.250000 Penalty: 4738.995605
	Iteration 27Q: 3 clusters Score -1639298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1639299.750000 Penalty: 4738.995605
	Iteration 28Q: 3 clusters Score -1639300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1639299.500000 Penalty: 4738.995605
	Iteration 29Q: 3 clusters Score -1639300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1639302.875000 Penalty: 4738.995605
	Iteration 30Q: 3 clusters Score -1639303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1639304.625000 Penalty: 4738.995605
	Iteration 31Q: 3 clusters Score -1639305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1639300.250000 Penalty: 4738.995605
	Iteration 32Q: 3 clusters Score -1639300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1639301.000000 Penalty: 4738.995605
	Iteration 33Q: 3 clusters Score -1639301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1639301.000000 Penalty: 4738.995605
	Iteration 34F: 3 clusters Score -1639301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 192110 members 
Mstep: Class 3 contains 40887 members 
Mstep: Class 4 contains 11612 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 34970 members 
Mstep: Class 8 contains 4616 members 
Mstep: Class 9 contains 96679 members 
Mstep: Class 10 contains 18967 members 
Mstep: Class 11 contains 5892 members 
Mstep: Class 12 contains 59425 members 
Mstep: Class 13 contains 96237 members 
Mstep: Class 14 contains 220241 members 
Mstep: Class 15 contains 9838 members 
Mstep: Class 16 contains 76069 members 
Mstep: Class 17 contains 232551 members 
Mstep: Class 18 contains 5735 members 
Mstep: Class 19 contains 16418 members 
Mstep: Class 20 contains 16884 members 
Mstep: Class 21 contains 22674 members 
Mstep: Class 22 contains 159833 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
Score: -155963488.000000 Penalty: 80498.257812
Splitting cluster 15 changes total score from -155958704.000000 to -155963488.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (76069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76069 members 
Entering Unmasked Estep 
Score: -8995549.000000 Penalty: 2787.370117
	Iteration 0F: 2 clusters Score -8995549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -8944480.000000 Penalty: 5574.740234
	Iteration 0F: 3 clusters Score -8944480 nChanged 35789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -8964668.000000 Penalty: 5574.740234
	Iteration 1F: 3 clusters Score -8964668 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -8965718.000000 Penalty: 5574.740234
	Iteration 2Q: 3 clusters Score -8965718 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -8967267.000000 Penalty: 5574.740234
	Iteration 3Q: 3 clusters Score -8967267 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -8969806.000000 Penalty: 5574.740234
	Iteration 4F: 3 clusters Score -8969806 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -8973606.000000 Penalty: 5574.740234
	Iteration 5F: 3 clusters Score -8973606 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -8978791.000000 Penalty: 5574.740234
	Iteration 6F: 3 clusters Score -8978791 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -8984209.000000 Penalty: 5574.740234
	Iteration 7F: 3 clusters Score -8984209 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -8988416.000000 Penalty: 5574.740234
	Iteration 8F: 3 clusters Score -8988416 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -8991085.000000 Penalty: 5574.740234
	Iteration 9Q: 3 clusters Score -8991085 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -8992399.000000 Penalty: 5574.740234
	Iteration 10Q: 3 clusters Score -8992399 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -8993103.000000 Penalty: 5574.740234
	Iteration 11Q: 3 clusters Score -8993103 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8993520.000000 Penalty: 5574.740234
	Iteration 12Q: 3 clusters Score -8993520 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74404 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8993827.000000 Penalty: 5574.740234
	Iteration 13Q: 3 clusters Score -8993827 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8994009.000000 Penalty: 5574.740234
	Iteration 14Q: 3 clusters Score -8994009 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8994090.000000 Penalty: 5574.740234
	Iteration 15Q: 3 clusters Score -8994090 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74296 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8994140.000000 Penalty: 5574.740234
	Iteration 16Q: 3 clusters Score -8994140 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8994190.000000 Penalty: 5574.740234
	Iteration 17Q: 3 clusters Score -8994190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8994214.000000 Penalty: 5574.740234
	Iteration 18Q: 3 clusters Score -8994214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8994245.000000 Penalty: 5574.740234
	Iteration 19Q: 3 clusters Score -8994245 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8994261.000000 Penalty: 5574.740234
	Iteration 20F: 3 clusters Score -8994261 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8994280.000000 Penalty: 5574.740234
	Iteration 21Q: 3 clusters Score -8994280 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74065 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8994301 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8994317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73990 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8994328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8994330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8994344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73899 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8994358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73867 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8994363 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73825 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8994368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -8994395.000000 Penalty: 5574.740234
	Iteration 30Q: 3 clusters Score -8994395 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8994406.000000 Penalty: 5574.740234
	Iteration 31Q: 3 clusters Score -8994406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8994433 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8994442 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8994456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73581 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8994459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8994474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8994485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73440 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8994499 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8994497 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8994525 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8994550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8994573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8994574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8994578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8994573 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73033 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8994608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8994601 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72938 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8994594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8994610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8994611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8994628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72779 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8994627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8994629 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8994636 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72668 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8994617 nChanged 61
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8994641 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72576 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8994654 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8994653 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72503 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8994662 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72472 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8994673 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72442 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8994664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8994674 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72378 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8994689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8994700 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8994714 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72270 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8994717 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8994727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72193 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8994717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8994722 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72117 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8994726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8994733 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72048 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8994748 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8994754 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71992 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8994768 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71967 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8994791 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71942 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8994794 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71911 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8994798 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71878 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8994789 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8994813 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8994794 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71779 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8994802 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8994815.000000 Penalty: 5574.740234
	Iteration 82Q: 3 clusters Score -8994815 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8994820 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8994832 nChanged 32
Entering Unmasked Mstep 
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	Iteration 85Q: 3 clusters Score -8994833 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8994835 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8994837 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71563 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8994834 nChanged 38
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	Iteration 89Q: 3 clusters Score -8994813 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8994828 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4602 members 
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	Iteration 91Q: 3 clusters Score -8994833 nChanged 29
Entering Unmasked Mstep 
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	Iteration 92Q: 3 clusters Score -8994832 nChanged 25
Entering Unmasked Mstep 
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	Iteration 93Q: 3 clusters Score -8994827 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8994818 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8994826 nChanged 25
Entering Unmasked Mstep 
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	Iteration 96Q: 3 clusters Score -8994825 nChanged 26
Entering Unmasked Mstep 
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	Iteration 97Q: 3 clusters Score -8994825 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8994846 nChanged 20
Entering Unmasked Mstep 
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	Iteration 99Q: 3 clusters Score -8994843 nChanged 18
Entering Unmasked Mstep 
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	Iteration 100F: 3 clusters Score -8994856 nChanged 14
Entering Unmasked Mstep 
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	Iteration 101Q: 3 clusters Score -8994852 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8994864 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8994845 nChanged 13
Entering Unmasked Mstep 
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	Iteration 104Q: 3 clusters Score -8994858 nChanged 14
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8994857 nChanged 11
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8994856 nChanged 5
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8994852 nChanged 6
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8994855 nChanged 6
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8994859 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8994869 nChanged 9
Entering Unmasked Mstep 
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	Iteration 111Q: 3 clusters Score -8994862 nChanged 3
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8994873 nChanged 5
Entering Unmasked Mstep 
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	Iteration 113Q: 3 clusters Score -8994873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -8994877.000000 Penalty: 5574.740234
	Iteration 114Q: 3 clusters Score -8994877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -8994884.000000 Penalty: 5574.740234
	Iteration 115Q: 3 clusters Score -8994884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -8994878.000000 Penalty: 5574.740234
	Iteration 116Q: 3 clusters Score -8994878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -8994881.000000 Penalty: 5574.740234
	Iteration 117Q: 3 clusters Score -8994881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -8994879.000000 Penalty: 5574.740234
	Iteration 118Q: 3 clusters Score -8994879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -8994889.000000 Penalty: 5574.740234
	Iteration 119Q: 3 clusters Score -8994889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71165 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -8994882.000000 Penalty: 5574.740234
	Iteration 120F: 3 clusters Score -8994882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -8994881.000000 Penalty: 5574.740234
	Iteration 121Q: 3 clusters Score -8994881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -8994886.000000 Penalty: 5574.740234
	Iteration 122Q: 3 clusters Score -8994886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -8994883.000000 Penalty: 5574.740234
	Iteration 123Q: 3 clusters Score -8994883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -8994878.000000 Penalty: 5574.740234
	Iteration 124Q: 3 clusters Score -8994878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -8994876.000000 Penalty: 5574.740234
	Iteration 125Q: 3 clusters Score -8994876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -8994876.000000 Penalty: 5574.740234
	Iteration 126F: 3 clusters Score -8994876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (232551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232551 members 
Entering Unmasked Estep 
Score: -27732696.000000 Penalty: 3064.502441
	Iteration 0F: 2 clusters Score -2.77327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116631 members 
Mstep: Class 2 contains 115920 members 
Entering Unmasked Estep 
Score: -27615586.000000 Penalty: 6129.004883
	Iteration 0F: 3 clusters Score -2.761559e+07 nChanged 112015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124920 members 
Mstep: Class 2 contains 107631 members 
Entering Unmasked Estep 
Score: -27681850.000000 Penalty: 6129.004883
	Iteration 1F: 3 clusters Score -2.768185e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -27684028.000000 Penalty: 6129.004883
	Iteration 2Q: 3 clusters Score -2.768403e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138373 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -27687594.000000 Penalty: 6129.004883
	Iteration 3Q: 3 clusters Score -2.768759e+07 nChanged 13129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150742 members 
Mstep: Class 2 contains 81809 members 
Entering Unmasked Estep 
Score: -27693712.000000 Penalty: 6129.004883
	Iteration 4F: 3 clusters Score -2.769371e+07 nChanged 17541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167749 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -27701532.000000 Penalty: 6129.004883
	Iteration 5F: 3 clusters Score -2.770153e+07 nChanged 19948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187075 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -27708636.000000 Penalty: 6129.004883
	Iteration 6F: 3 clusters Score -2.770864e+07 nChanged 17033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203616 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -27713776.000000 Penalty: 6129.004883
	Iteration 7F: 3 clusters Score -2.771378e+07 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214780 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -27718032.000000 Penalty: 6129.004883
	Iteration 8Q: 3 clusters Score -2.771803e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221779 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -27722100.000000 Penalty: 6129.004883
	Iteration 9Q: 3 clusters Score -2.77221e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225866 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -27725012.000000 Penalty: 6129.004883
	Iteration 10Q: 3 clusters Score -2.772501e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228335 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -27726884.000000 Penalty: 6129.004883
	Iteration 11Q: 3 clusters Score -2.772688e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229759 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -27728116.000000 Penalty: 6129.004883
	Iteration 12Q: 3 clusters Score -2.772812e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230533 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -27728838.000000 Penalty: 6129.004883
	Iteration 13Q: 3 clusters Score -2.772884e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230959 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -27729248.000000 Penalty: 6129.004883
	Iteration 14Q: 3 clusters Score -2.772925e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231206 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -27729530.000000 Penalty: 6129.004883
	Iteration 15Q: 3 clusters Score -2.772953e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231345 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -27729654.000000 Penalty: 6129.004883
	Iteration 16Q: 3 clusters Score -2.772965e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231444 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -27729698.000000 Penalty: 6129.004883
	Iteration 17Q: 3 clusters Score -2.77297e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231508 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -27729774.000000 Penalty: 6129.004883
	Iteration 18Q: 3 clusters Score -2.772977e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231543 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -27729842.000000 Penalty: 6129.004883
	Iteration 19Q: 3 clusters Score -2.772984e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231571 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -27729894.000000 Penalty: 6129.004883
	Iteration 20F: 3 clusters Score -2.772989e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231599 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -27729918.000000 Penalty: 6129.004883
	Iteration 21Q: 3 clusters Score -2.772992e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231618 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -27729950.000000 Penalty: 6129.004883
	Iteration 22Q: 3 clusters Score -2.772995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231637 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -27729976.000000 Penalty: 6129.004883
	Iteration 23Q: 3 clusters Score -2.772998e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231646 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -27730010.000000 Penalty: 6129.004883
	Iteration 24Q: 3 clusters Score -2.773001e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231661 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -27730006.000000 Penalty: 6129.004883
	Iteration 25Q: 3 clusters Score -2.773001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231668 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -27730044.000000 Penalty: 6129.004883
	Iteration 26Q: 3 clusters Score -2.773004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231682 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -27730030.000000 Penalty: 6129.004883
	Iteration 27Q: 3 clusters Score -2.773003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231689 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -27730044.000000 Penalty: 6129.004883
	Iteration 28Q: 3 clusters Score -2.773004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231694 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -27730060.000000 Penalty: 6129.004883
	Iteration 29Q: 3 clusters Score -2.773006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231696 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -27730082.000000 Penalty: 6129.004883
	Iteration 30Q: 3 clusters Score -2.773008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231699 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -27730082.000000 Penalty: 6129.004883
	Iteration 31Q: 3 clusters Score -2.773008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231701 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -27730094.000000 Penalty: 6129.004883
	Iteration 32Q: 3 clusters Score -2.773009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231704 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -27730096.000000 Penalty: 6129.004883
	Iteration 33Q: 3 clusters Score -2.77301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231706 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -27730110.000000 Penalty: 6129.004883
	Iteration 34Q: 3 clusters Score -2.773011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231704 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -27730120.000000 Penalty: 6129.004883
	Iteration 35Q: 3 clusters Score -2.773012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231702 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -27730150.000000 Penalty: 6129.004883
	Iteration 36Q: 3 clusters Score -2.773015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231704 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -27730144.000000 Penalty: 6129.004883
	Iteration 37Q: 3 clusters Score -2.773014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231705 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -27730150.000000 Penalty: 6129.004883
	Iteration 38Q: 3 clusters Score -2.773015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231705 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -27730150.000000 Penalty: 6129.004883
	Iteration 39F: 3 clusters Score -2.773015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Entering Unmasked Estep 
Score: -608199.375000 Penalty: 2146.276855
	Iteration 0F: 2 clusters Score -608199.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -603520.687500 Penalty: 4292.553711
	Iteration 0F: 3 clusters Score -603520.7 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -607835.750000 Penalty: 4292.553711
	Iteration 1F: 3 clusters Score -607835.8 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -612142.062500 Penalty: 4292.553711
	Iteration 2F: 3 clusters Score -612142.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -613149.750000 Penalty: 4292.553711
	Iteration 3F: 3 clusters Score -613149.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -613355.312500 Penalty: 4292.553711
	Iteration 4Q: 3 clusters Score -613355.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -613412.437500 Penalty: 4292.553711
	Iteration 5Q: 3 clusters Score -613412.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -613447.375000 Penalty: 4292.553711
	Iteration 6Q: 3 clusters Score -613447.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -613476.187500 Penalty: 4292.553711
	Iteration 7Q: 3 clusters Score -613476.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -613493.437500 Penalty: 4292.553711
	Iteration 8Q: 3 clusters Score -613493.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -613514.312500 Penalty: 4292.553711
	Iteration 9Q: 3 clusters Score -613514.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -613525.312500 Penalty: 4292.553711
	Iteration 10Q: 3 clusters Score -613525.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -613530.750000 Penalty: 4292.553711
	Iteration 11Q: 3 clusters Score -613530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -613530.875000 Penalty: 4292.553711
	Iteration 12Q: 3 clusters Score -613530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -613530.875000 Penalty: 4292.553711
	Iteration 13F: 3 clusters Score -613530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 192110 members 
Mstep: Class 3 contains 40887 members 
Mstep: Class 4 contains 11612 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 34970 members 
Mstep: Class 8 contains 4616 members 
Mstep: Class 9 contains 96679 members 
Mstep: Class 10 contains 18967 members 
Mstep: Class 11 contains 5892 members 
Mstep: Class 12 contains 59425 members 
Mstep: Class 13 contains 96237 members 
Mstep: Class 14 contains 220241 members 
Mstep: Class 15 contains 9838 members 
Mstep: Class 16 contains 76069 members 
Mstep: Class 17 contains 232551 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 16418 members 
Mstep: Class 20 contains 16884 members 
Mstep: Class 21 contains 22674 members 
Mstep: Class 22 contains 159833 members 
Mstep: Class 23 contains 4269 members 
Mstep: Class 24 contains 926 members 
Entering Unmasked Estep 
Score: -155967808.000000 Penalty: 83998.187500
Splitting cluster 18 changes total score from -155958704.000000 to -155967808.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (16418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Entering Unmasked Estep 
Score: -1920899.125000 Penalty: 2407.121094
	Iteration 0F: 2 clusters Score -1920899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1909068.125000 Penalty: 4814.242188
	Iteration 0F: 3 clusters Score -1909068 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1912988.250000 Penalty: 4814.242188
	Iteration 1F: 3 clusters Score -1912988 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1913356.500000 Penalty: 4814.242188
	Iteration 2F: 3 clusters Score -1913356 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1913751.750000 Penalty: 4814.242188
	Iteration 3Q: 3 clusters Score -1913752 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1914233.750000 Penalty: 4814.242188
	Iteration 4Q: 3 clusters Score -1914234 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1914941.250000 Penalty: 4814.242188
	Iteration 5F: 3 clusters Score -1914941 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1915975.750000 Penalty: 4814.242188
	Iteration 6F: 3 clusters Score -1915976 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1917263.125000 Penalty: 4814.242188
	Iteration 7F: 3 clusters Score -1917263 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1918563.125000 Penalty: 4814.242188
	Iteration 8F: 3 clusters Score -1918563 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1919613.625000 Penalty: 4814.242188
	Iteration 9F: 3 clusters Score -1919614 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1920441.625000 Penalty: 4814.242188
	Iteration 10Q: 3 clusters Score -1920442 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1921009.625000 Penalty: 4814.242188
	Iteration 11Q: 3 clusters Score -1921010 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1921298.375000 Penalty: 4814.242188
	Iteration 12Q: 3 clusters Score -1921298 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1921435.625000 Penalty: 4814.242188
	Iteration 13Q: 3 clusters Score -1921436 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1921512.750000 Penalty: 4814.242188
	Iteration 14Q: 3 clusters Score -1921513 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1921544.125000 Penalty: 4814.242188
	Iteration 15Q: 3 clusters Score -1921544 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1921564.500000 Penalty: 4814.242188
	Iteration 16Q: 3 clusters Score -1921564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1921567.125000 Penalty: 4814.242188
	Iteration 17Q: 3 clusters Score -1921567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1921572.750000 Penalty: 4814.242188
	Iteration 18Q: 3 clusters Score -1921573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1921574.625000 Penalty: 4814.242188
	Iteration 19Q: 3 clusters Score -1921575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1921571.625000 Penalty: 4814.242188
	Iteration 20F: 3 clusters Score -1921572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1921579.875000 Penalty: 4814.242188
	Iteration 21Q: 3 clusters Score -1921580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1921578.750000 Penalty: 4814.242188
	Iteration 22Q: 3 clusters Score -1921579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1921581.625000 Penalty: 4814.242188
	Iteration 23Q: 3 clusters Score -1921582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1921581.250000 Penalty: 4814.242188
	Iteration 24Q: 3 clusters Score -1921581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1921583.625000 Penalty: 4814.242188
	Iteration 25Q: 3 clusters Score -1921584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1921581.000000 Penalty: 4814.242188
	Iteration 26Q: 3 clusters Score -1921581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1921579.625000 Penalty: 4814.242188
	Iteration 27Q: 3 clusters Score -1921580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1921580.250000 Penalty: 4814.242188
	Iteration 28Q: 3 clusters Score -1921580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1921580.000000 Penalty: 4814.242188
	Iteration 29Q: 3 clusters Score -1921580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1921580.000000 Penalty: 4814.242188
	Iteration 30F: 3 clusters Score -1921580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 192110 members 
Mstep: Class 3 contains 40887 members 
Mstep: Class 4 contains 11612 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 34970 members 
Mstep: Class 8 contains 4616 members 
Mstep: Class 9 contains 96679 members 
Mstep: Class 10 contains 18967 members 
Mstep: Class 11 contains 5892 members 
Mstep: Class 12 contains 59425 members 
Mstep: Class 13 contains 96237 members 
Mstep: Class 14 contains 220241 members 
Mstep: Class 15 contains 9838 members 
Mstep: Class 16 contains 76069 members 
Mstep: Class 17 contains 232551 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 12210 members 
Mstep: Class 20 contains 16884 members 
Mstep: Class 21 contains 22674 members 
Mstep: Class 22 contains 159833 members 
Mstep: Class 23 contains 4269 members 
Mstep: Class 24 contains 926 members 
Mstep: Class 25 contains 4208 members 
Entering Unmasked Estep 
Score: -155967584.000000 Penalty: 87498.109375
Splitting cluster 19 changes total score from -155958704.000000 to -155967584.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (16884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Entering Unmasked Estep 
Score: -2023002.000000 Penalty: 2414.062012
	Iteration 0F: 2 clusters Score -2023002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2010867.000000 Penalty: 4828.124023
	Iteration 0F: 3 clusters Score -2010867 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2014684.375000 Penalty: 4828.124023
	Iteration 1F: 3 clusters Score -2014684 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2015034.625000 Penalty: 4828.124023
	Iteration 2F: 3 clusters Score -2015035 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2015273.750000 Penalty: 4828.124023
	Iteration 3Q: 3 clusters Score -2015274 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2015473.625000 Penalty: 4828.124023
	Iteration 4Q: 3 clusters Score -2015474 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2015642.250000 Penalty: 4828.124023
	Iteration 5Q: 3 clusters Score -2015642 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2015806.125000 Penalty: 4828.124023
	Iteration 6Q: 3 clusters Score -2015806 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2015945.875000 Penalty: 4828.124023
	Iteration 7Q: 3 clusters Score -2015946 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2016071.875000 Penalty: 4828.124023
	Iteration 8Q: 3 clusters Score -2016072 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2016196.875000 Penalty: 4828.124023
	Iteration 9Q: 3 clusters Score -2016197 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2016347.125000 Penalty: 4828.124023
	Iteration 10Q: 3 clusters Score -2016347 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2016490.875000 Penalty: 4828.124023
	Iteration 11Q: 3 clusters Score -2016491 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2016667.125000 Penalty: 4828.124023
	Iteration 12Q: 3 clusters Score -2016667 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2016881.250000 Penalty: 4828.124023
	Iteration 13Q: 3 clusters Score -2016881 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2017122.000000 Penalty: 4828.124023
	Iteration 14Q: 3 clusters Score -2017122 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2017435.250000 Penalty: 4828.124023
	Iteration 15Q: 3 clusters Score -2017435 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2017791.250000 Penalty: 4828.124023
	Iteration 16Q: 3 clusters Score -2017791 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2018187.125000 Penalty: 4828.124023
	Iteration 17Q: 3 clusters Score -2018187 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2018554.625000 Penalty: 4828.124023
	Iteration 18Q: 3 clusters Score -2018555 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2018912.125000 Penalty: 4828.124023
	Iteration 19Q: 3 clusters Score -2018912 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2019251.875000 Penalty: 4828.124023
	Iteration 20F: 3 clusters Score -2019252 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2019573.875000 Penalty: 4828.124023
	Iteration 21Q: 3 clusters Score -2019574 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2019868.250000 Penalty: 4828.124023
	Iteration 22Q: 3 clusters Score -2019868 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2020118.250000 Penalty: 4828.124023
	Iteration 23Q: 3 clusters Score -2020118 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2020314.250000 Penalty: 4828.124023
	Iteration 24Q: 3 clusters Score -2020314 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2020476.375000 Penalty: 4828.124023
	Iteration 25Q: 3 clusters Score -2020476 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2020604.000000 Penalty: 4828.124023
	Iteration 26Q: 3 clusters Score -2020604 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2020729.250000 Penalty: 4828.124023
	Iteration 27Q: 3 clusters Score -2020729 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2020825.000000 Penalty: 4828.124023
	Iteration 28Q: 3 clusters Score -2020825 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2020908.375000 Penalty: 4828.124023
	Iteration 29Q: 3 clusters Score -2020908 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2020957.625000 Penalty: 4828.124023
	Iteration 30Q: 3 clusters Score -2020958 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2021010.000000 Penalty: 4828.124023
	Iteration 31Q: 3 clusters Score -2021010 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2021057.500000 Penalty: 4828.124023
	Iteration 32Q: 3 clusters Score -2021058 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2021101.500000 Penalty: 4828.124023
	Iteration 33Q: 3 clusters Score -2021102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2021135.125000 Penalty: 4828.124023
	Iteration 34Q: 3 clusters Score -2021135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2021158.000000 Penalty: 4828.124023
	Iteration 35Q: 3 clusters Score -2021158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2021183.000000 Penalty: 4828.124023
	Iteration 36Q: 3 clusters Score -2021183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2021201.000000 Penalty: 4828.124023
	Iteration 37Q: 3 clusters Score -2021201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2021214.250000 Penalty: 4828.124023
	Iteration 38Q: 3 clusters Score -2021214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2021227.125000 Penalty: 4828.124023
	Iteration 39Q: 3 clusters Score -2021227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2021234.625000 Penalty: 4828.124023
	Iteration 40F: 3 clusters Score -2021235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2021241.250000 Penalty: 4828.124023
	Iteration 41Q: 3 clusters Score -2021241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2021242.750000 Penalty: 4828.124023
	Iteration 42Q: 3 clusters Score -2021243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2021243.000000 Penalty: 4828.124023
	Iteration 43Q: 3 clusters Score -2021243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2021247.875000 Penalty: 4828.124023
	Iteration 44Q: 3 clusters Score -2021248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2021246.375000 Penalty: 4828.124023
	Iteration 45Q: 3 clusters Score -2021246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2021249.750000 Penalty: 4828.124023
	Iteration 46Q: 3 clusters Score -2021250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2021252.625000 Penalty: 4828.124023
	Iteration 47Q: 3 clusters Score -2021253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2021253.000000 Penalty: 4828.124023
	Iteration 48Q: 3 clusters Score -2021253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2021252.500000 Penalty: 4828.124023
	Iteration 49Q: 3 clusters Score -2021252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2021251.375000 Penalty: 4828.124023
	Iteration 50Q: 3 clusters Score -2021251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2021258.125000 Penalty: 4828.124023
	Iteration 51Q: 3 clusters Score -2021258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2021258.125000 Penalty: 4828.124023
	Iteration 52Q: 3 clusters Score -2021258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2021268.250000 Penalty: 4828.124023
	Iteration 53Q: 3 clusters Score -2021268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2021270.000000 Penalty: 4828.124023
	Iteration 54Q: 3 clusters Score -2021270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2021270.625000 Penalty: 4828.124023
	Iteration 55Q: 3 clusters Score -2021271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2021272.875000 Penalty: 4828.124023
	Iteration 56Q: 3 clusters Score -2021273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2021271.125000 Penalty: 4828.124023
	Iteration 57Q: 3 clusters Score -2021271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2021271.250000 Penalty: 4828.124023
	Iteration 58Q: 3 clusters Score -2021271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2021274.000000 Penalty: 4828.124023
	Iteration 59Q: 3 clusters Score -2021274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2021273.750000 Penalty: 4828.124023
	Iteration 60F: 3 clusters Score -2021274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2021273.750000 Penalty: 4828.124023
	Iteration 61Q: 3 clusters Score -2021274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2021274.250000 Penalty: 4828.124023
	Iteration 62Q: 3 clusters Score -2021274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2021275.500000 Penalty: 4828.124023
	Iteration 63Q: 3 clusters Score -2021276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2021277.125000 Penalty: 4828.124023
	Iteration 64Q: 3 clusters Score -2021277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2021278.250000 Penalty: 4828.124023
	Iteration 65Q: 3 clusters Score -2021278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2021278.875000 Penalty: 4828.124023
	Iteration 66Q: 3 clusters Score -2021279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2021276.625000 Penalty: 4828.124023
	Iteration 67Q: 3 clusters Score -2021277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2021276.625000 Penalty: 4828.124023
	Iteration 68F: 3 clusters Score -2021277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Entering Unmasked Estep 
Score: -2669890.750000 Penalty: 2487.185791
	Iteration 0F: 2 clusters Score -2669891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2654103.000000 Penalty: 4974.371582
	Iteration 0F: 3 clusters Score -2654103 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2659639.000000 Penalty: 4974.371582
	Iteration 1F: 3 clusters Score -2659639 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2660235 nChanged 1271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2666689 nChanged 429
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Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2666931 nChanged 274
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Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2667055 nChanged 184
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Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2667141.750000 Penalty: 4974.371582
	Iteration 17Q: 3 clusters Score -2667142 nChanged 161
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Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2667173 nChanged 153
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Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2667198.750000 Penalty: 4974.371582
	Iteration 19Q: 3 clusters Score -2667199 nChanged 138
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Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2667245.750000 Penalty: 4974.371582
	Iteration 20F: 3 clusters Score -2667246 nChanged 129
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Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2667263 nChanged 106
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Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2667288 nChanged 109
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Mstep: Class 1 contains 17589 members 
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2667301 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2667321.750000 Penalty: 4974.371582
	Iteration 24Q: 3 clusters Score -2667322 nChanged 97
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Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2667337 nChanged 102
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Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2667352 nChanged 116
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Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2667374 nChanged 113
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Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2667401.250000 Penalty: 4974.371582
	Iteration 28Q: 3 clusters Score -2667401 nChanged 107
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Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2667412 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2667435 nChanged 97
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Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2667461 nChanged 90
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Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2667479 nChanged 103
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Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2667492 nChanged 105
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2667603 nChanged 101
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Mstep: Class 1 contains 17430 members 
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Entering Unmasked Estep 
Score: -2667619.250000 Penalty: 4974.371582
	Iteration 39Q: 3 clusters Score -2667619 nChanged 78
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2667628 nChanged 72
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Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2667638 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2667648 nChanged 78
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2667666 nChanged 76
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Mstep: Class 1 contains 17428 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2667686 nChanged 77
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Mstep: Class 1 contains 17403 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2667712 nChanged 66
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2667715 nChanged 77
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Mstep: Class 1 contains 17422 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2667725 nChanged 92
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2667745 nChanged 87
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	Iteration 50Q: 3 clusters Score -2667767 nChanged 94
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	Iteration 51Q: 3 clusters Score -2667786 nChanged 120
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2667808 nChanged 111
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	Iteration 53Q: 3 clusters Score -2667836 nChanged 105
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2667857 nChanged 98
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2667882 nChanged 130
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	Iteration 56Q: 3 clusters Score -2667895 nChanged 123
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2667922 nChanged 141
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2667955 nChanged 149
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2668009 nChanged 119
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2668068 nChanged 106
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2668084 nChanged 111
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Entering Unmasked Estep 
Score: -2668102.500000 Penalty: 4974.371582
	Iteration 64Q: 3 clusters Score -2668102 nChanged 104
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2668126 nChanged 93
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2668134 nChanged 82
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Entering Unmasked Estep 
Score: -2668150.000000 Penalty: 4974.371582
	Iteration 67Q: 3 clusters Score -2668150 nChanged 90
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Entering Unmasked Estep 
Score: -2668162.250000 Penalty: 4974.371582
	Iteration 68Q: 3 clusters Score -2668162 nChanged 76
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2668166 nChanged 77
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2668179 nChanged 76
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Mstep: Class 1 contains 16444 members 
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	Iteration 71Q: 3 clusters Score -2668199 nChanged 75
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2668208 nChanged 70
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2668208 nChanged 68
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2668212 nChanged 69
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Entering Unmasked Estep 
Score: -2668223.000000 Penalty: 4974.371582
	Iteration 75Q: 3 clusters Score -2668223 nChanged 57
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	Iteration 76Q: 3 clusters Score -2668238 nChanged 48
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2668240 nChanged 38
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2668245 nChanged 30
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	Iteration 79Q: 3 clusters Score -2668246 nChanged 27
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2668251 nChanged 26
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	Iteration 81Q: 3 clusters Score -2668261 nChanged 31
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	Iteration 82Q: 3 clusters Score -2668268 nChanged 29
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Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2668270 nChanged 31
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	Iteration 84Q: 3 clusters Score -2668274 nChanged 33
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2668273 nChanged 28
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Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2668274 nChanged 25
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	Iteration 87Q: 3 clusters Score -2668279 nChanged 17
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	Iteration 88Q: 3 clusters Score -2668282 nChanged 23
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	Iteration 89Q: 3 clusters Score -2668280 nChanged 26
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	Iteration 90Q: 3 clusters Score -2668282 nChanged 21
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	Iteration 91Q: 3 clusters Score -2668291 nChanged 13
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	Iteration 92Q: 3 clusters Score -2668292 nChanged 15
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2668284 nChanged 16
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2668285 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2668284.500000 Penalty: 4974.371582
	Iteration 95Q: 3 clusters Score -2668284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2668291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2668290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2668284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2668285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2668287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2668284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2668292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2668292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2668293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2668296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2668297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2668298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2668298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2668299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2668298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2668300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2668298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2668298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2668297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2668302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2668300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2668303.000000 Penalty: 4974.371582
	Iteration 117Q: 3 clusters Score -2668303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2668300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2668300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2668303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2668307.750000 Penalty: 4974.371582
	Iteration 121Q: 3 clusters Score -2668308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2668307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2668309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2668306.000000 Penalty: 4974.371582
	Iteration 124Q: 3 clusters Score -2668306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2668306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2668301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2668298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2668299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2668308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2668304.000000 Penalty: 4974.371582
	Iteration 130Q: 3 clusters Score -2668304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2668306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2668304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2668303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2668303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2668305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2668306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2668308.500000 Penalty: 4974.371582
	Iteration 137Q: 3 clusters Score -2668308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2668308.750000 Penalty: 4974.371582
	Iteration 138Q: 3 clusters Score -2668309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2668308.000000 Penalty: 4974.371582
	Iteration 139Q: 3 clusters Score -2668308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2668312.750000 Penalty: 4974.371582
	Iteration 140F: 3 clusters Score -2668313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2668314.000000 Penalty: 4974.371582
	Iteration 141Q: 3 clusters Score -2668314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2668314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2668314.250000 Penalty: 4974.371582
	Iteration 143Q: 3 clusters Score -2668314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2668312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2668315.250000 Penalty: 4974.371582
	Iteration 145Q: 3 clusters Score -2668315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2668314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2668315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2668314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2668314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2668316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2668315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2668314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2668314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2668319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2668316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2668317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2668314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
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	Iteration 158F: 3 clusters Score -2668314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 192110 members 
Mstep: Class 3 contains 40887 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 34970 members 
Mstep: Class 8 contains 4616 members 
Mstep: Class 9 contains 96679 members 
Mstep: Class 10 contains 18967 members 
Mstep: Class 11 contains 5892 members 
Mstep: Class 12 contains 59425 members 
Mstep: Class 13 contains 96237 members 
Mstep: Class 14 contains 220241 members 
Mstep: Class 15 contains 9838 members 
Mstep: Class 16 contains 76069 members 
Mstep: Class 17 contains 232551 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 12210 members 
Mstep: Class 20 contains 16884 members 
Mstep: Class 21 contains 22674 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 26 clusters Score -1.559725e+08 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 192132 members 
Mstep: Class 3 contains 40810 members 
Mstep: Class 4 contains 11726 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 10681 members 
Mstep: Class 7 contains 34981 members 
Mstep: Class 8 contains 4671 members 
Mstep: Class 9 contains 96410 members 
Mstep: Class 10 contains 19202 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 59809 members 
Mstep: Class 13 contains 96159 members 
Mstep: Class 14 contains 219933 members 
Mstep: Class 15 contains 9895 members 
Mstep: Class 16 contains 76078 members 
Mstep: Class 17 contains 234237 members 
Mstep: Class 18 contains 5000 members 
Mstep: Class 19 contains 11939 members 
Mstep: Class 20 contains 17499 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 157668 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 938 members 
Mstep: Class 25 contains 3656 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 26 clusters Score -1.559765e+08 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 191760 members 
Mstep: Class 3 contains 40640 members 
Mstep: Class 4 contains 11962 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 10538 members 
Mstep: Class 7 contains 34977 members 
Mstep: Class 8 contains 4756 members 
Mstep: Class 9 contains 95018 members 
Mstep: Class 10 contains 19300 members 
Mstep: Class 11 contains 6033 members 
Mstep: Class 12 contains 60013 members 
Mstep: Class 13 contains 96074 members 
Mstep: Class 14 contains 218743 members 
Mstep: Class 15 contains 9903 members 
Mstep: Class 16 contains 75971 members 
Mstep: Class 17 contains 235454 members 
Mstep: Class 18 contains 5064 members 
Mstep: Class 19 contains 11755 members 
Mstep: Class 20 contains 18077 members 
Mstep: Class 21 contains 22697 members 
Mstep: Class 22 contains 158624 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 921 members 
Mstep: Class 25 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 26 clusters Score -1.559788e+08 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 191355 members 
Mstep: Class 3 contains 40586 members 
Mstep: Class 4 contains 12175 members 
Mstep: Class 5 contains 2476 members 
Mstep: Class 6 contains 10460 members 
Mstep: Class 7 contains 34960 members 
Mstep: Class 8 contains 4847 members 
Mstep: Class 9 contains 93601 members 
Mstep: Class 10 contains 19396 members 
Mstep: Class 11 contains 6258 members 
Mstep: Class 12 contains 60175 members 
Mstep: Class 13 contains 96022 members 
Mstep: Class 14 contains 217605 members 
Mstep: Class 15 contains 9913 members 
Mstep: Class 16 contains 75871 members 
Mstep: Class 17 contains 236614 members 
Mstep: Class 18 contains 5120 members 
Mstep: Class 19 contains 11654 members 
Mstep: Class 20 contains 18649 members 
Mstep: Class 21 contains 22693 members 
Mstep: Class 22 contains 159320 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 886 members 
Mstep: Class 25 contains 3659 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 26 clusters Score -1.559799e+08 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 190897 members 
Mstep: Class 3 contains 40652 members 
Mstep: Class 4 contains 12372 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 10409 members 
Mstep: Class 7 contains 34929 members 
Mstep: Class 8 contains 4924 members 
Mstep: Class 9 contains 92091 members 
Mstep: Class 10 contains 19483 members 
Mstep: Class 11 contains 6477 members 
Mstep: Class 12 contains 60320 members 
Mstep: Class 13 contains 95964 members 
Mstep: Class 14 contains 216515 members 
Mstep: Class 15 contains 9921 members 
Mstep: Class 16 contains 75785 members 
Mstep: Class 17 contains 237810 members 
Mstep: Class 18 contains 5147 members 
Mstep: Class 19 contains 11576 members 
Mstep: Class 20 contains 19224 members 
Mstep: Class 21 contains 22708 members 
Mstep: Class 22 contains 159987 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 3634 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 26 clusters Score -1.559812e+08 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 190395 members 
Mstep: Class 3 contains 40824 members 
Mstep: Class 4 contains 12548 members 
Mstep: Class 5 contains 2591 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 34896 members 
Mstep: Class 8 contains 5000 members 
Mstep: Class 9 contains 90507 members 
Mstep: Class 10 contains 19546 members 
Mstep: Class 11 contains 6673 members 
Mstep: Class 12 contains 60453 members 
Mstep: Class 13 contains 95931 members 
Mstep: Class 14 contains 215487 members 
Mstep: Class 15 contains 9925 members 
Mstep: Class 16 contains 75708 members 
Mstep: Class 17 contains 238929 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 11534 members 
Mstep: Class 20 contains 19795 members 
Mstep: Class 21 contains 22720 members 
Mstep: Class 22 contains 160712 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 847 members 
Mstep: Class 25 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 26 clusters Score -1.559829e+08 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 189881 members 
Mstep: Class 3 contains 41071 members 
Mstep: Class 4 contains 12706 members 
Mstep: Class 5 contains 2650 members 
Mstep: Class 6 contains 10363 members 
Mstep: Class 7 contains 34844 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 88773 members 
Mstep: Class 10 contains 19588 members 
Mstep: Class 11 contains 6851 members 
Mstep: Class 12 contains 60573 members 
Mstep: Class 13 contains 95904 members 
Mstep: Class 14 contains 214666 members 
Mstep: Class 15 contains 9924 members 
Mstep: Class 16 contains 75621 members 
Mstep: Class 17 contains 240047 members 
Mstep: Class 18 contains 5177 members 
Mstep: Class 19 contains 11494 members 
Mstep: Class 20 contains 20355 members 
Mstep: Class 21 contains 22721 members 
Mstep: Class 22 contains 161435 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 26 clusters Score -1.559838e+08 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 189409 members 
Mstep: Class 3 contains 41428 members 
Mstep: Class 4 contains 12824 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 10344 members 
Mstep: Class 7 contains 34779 members 
Mstep: Class 8 contains 5084 members 
Mstep: Class 9 contains 86909 members 
Mstep: Class 10 contains 19639 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 60669 members 
Mstep: Class 13 contains 95897 members 
Mstep: Class 14 contains 213893 members 
Mstep: Class 15 contains 9924 members 
Mstep: Class 16 contains 75536 members 
Mstep: Class 17 contains 241263 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11461 members 
Mstep: Class 20 contains 20876 members 
Mstep: Class 21 contains 22699 members 
Mstep: Class 22 contains 162153 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155985024.000000 Penalty: 87498.109375
Iteration 46Q: 26 clusters Score -1.55985e+08 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 188928 members 
Mstep: Class 3 contains 41877 members 
Mstep: Class 4 contains 12912 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 10321 members 
Mstep: Class 7 contains 34683 members 
Mstep: Class 8 contains 5104 members 
Mstep: Class 9 contains 84940 members 
Mstep: Class 10 contains 19679 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 60779 members 
Mstep: Class 13 contains 95906 members 
Mstep: Class 14 contains 213247 members 
Mstep: Class 15 contains 9928 members 
Mstep: Class 16 contains 75473 members 
Mstep: Class 17 contains 242409 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 11437 members 
Mstep: Class 20 contains 21382 members 
Mstep: Class 21 contains 22677 members 
Mstep: Class 22 contains 162907 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155986560.000000 Penalty: 87498.109375
Iteration 47Q: 26 clusters Score -1.559866e+08 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 188501 members 
Mstep: Class 3 contains 42323 members 
Mstep: Class 4 contains 12987 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 34569 members 
Mstep: Class 8 contains 5099 members 
Mstep: Class 9 contains 82843 members 
Mstep: Class 10 contains 19703 members 
Mstep: Class 11 contains 7261 members 
Mstep: Class 12 contains 60869 members 
Mstep: Class 13 contains 95912 members 
Mstep: Class 14 contains 212749 members 
Mstep: Class 15 contains 9937 members 
Mstep: Class 16 contains 75415 members 
Mstep: Class 17 contains 243537 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 21872 members 
Mstep: Class 21 contains 22665 members 
Mstep: Class 22 contains 163680 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 827 members 
Mstep: Class 25 contains 3504 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 26 clusters Score -1.559875e+08 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 188062 members 
Mstep: Class 3 contains 42785 members 
Mstep: Class 4 contains 13038 members 
Mstep: Class 5 contains 2825 members 
Mstep: Class 6 contains 10338 members 
Mstep: Class 7 contains 34465 members 
Mstep: Class 8 contains 5097 members 
Mstep: Class 9 contains 80652 members 
Mstep: Class 10 contains 19714 members 
Mstep: Class 11 contains 7366 members 
Mstep: Class 12 contains 60989 members 
Mstep: Class 13 contains 95909 members 
Mstep: Class 14 contains 212377 members 
Mstep: Class 15 contains 9943 members 
Mstep: Class 16 contains 75357 members 
Mstep: Class 17 contains 244706 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 11389 members 
Mstep: Class 20 contains 22341 members 
Mstep: Class 21 contains 22642 members 
Mstep: Class 22 contains 164429 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 827 members 
Mstep: Class 25 contains 3487 members 
Entering Unmasked Estep 
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Iteration 49Q: 26 clusters Score -1.559887e+08 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 187675 members 
Mstep: Class 3 contains 43234 members 
Mstep: Class 4 contains 13084 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 10364 members 
Mstep: Class 7 contains 34358 members 
Mstep: Class 8 contains 5100 members 
Mstep: Class 9 contains 78484 members 
Mstep: Class 10 contains 19691 members 
Mstep: Class 11 contains 7457 members 
Mstep: Class 12 contains 61121 members 
Mstep: Class 13 contains 95923 members 
Mstep: Class 14 contains 212053 members 
Mstep: Class 15 contains 9948 members 
Mstep: Class 16 contains 75300 members 
Mstep: Class 17 contains 245790 members 
Mstep: Class 18 contains 5194 members 
Mstep: Class 19 contains 11373 members 
Mstep: Class 20 contains 22789 members 
Mstep: Class 21 contains 22634 members 
Mstep: Class 22 contains 165172 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 26 clusters Score -1.559905e+08 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 187278 members 
Mstep: Class 3 contains 43716 members 
Mstep: Class 4 contains 13111 members 
Mstep: Class 5 contains 2898 members 
Mstep: Class 6 contains 10371 members 
Mstep: Class 7 contains 34246 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 76487 members 
Mstep: Class 10 contains 19639 members 
Mstep: Class 11 contains 7540 members 
Mstep: Class 12 contains 61249 members 
Mstep: Class 13 contains 95934 members 
Mstep: Class 14 contains 211780 members 
Mstep: Class 15 contains 9957 members 
Mstep: Class 16 contains 75254 members 
Mstep: Class 17 contains 246864 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11354 members 
Mstep: Class 20 contains 23247 members 
Mstep: Class 21 contains 22614 members 
Mstep: Class 22 contains 165763 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 26 clusters Score -1.559914e+08 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 186933 members 
Mstep: Class 3 contains 44189 members 
Mstep: Class 4 contains 13146 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 10381 members 
Mstep: Class 7 contains 34128 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 74456 members 
Mstep: Class 10 contains 19564 members 
Mstep: Class 11 contains 7622 members 
Mstep: Class 12 contains 61373 members 
Mstep: Class 13 contains 95946 members 
Mstep: Class 14 contains 211637 members 
Mstep: Class 15 contains 9965 members 
Mstep: Class 16 contains 75216 members 
Mstep: Class 17 contains 247783 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11340 members 
Mstep: Class 20 contains 23723 members 
Mstep: Class 21 contains 22574 members 
Mstep: Class 22 contains 166377 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3409 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 26 clusters Score -1.559917e+08 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 186594 members 
Mstep: Class 3 contains 44641 members 
Mstep: Class 4 contains 13171 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 10385 members 
Mstep: Class 7 contains 34010 members 
Mstep: Class 8 contains 5177 members 
Mstep: Class 9 contains 72569 members 
Mstep: Class 10 contains 19488 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 12 contains 61514 members 
Mstep: Class 13 contains 95946 members 
Mstep: Class 14 contains 211560 members 
Mstep: Class 15 contains 9976 members 
Mstep: Class 16 contains 75168 members 
Mstep: Class 17 contains 248616 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11323 members 
Mstep: Class 20 contains 24143 members 
Mstep: Class 21 contains 22550 members 
Mstep: Class 22 contains 166919 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155992256.000000 Penalty: 87498.109375
Iteration 53Q: 26 clusters Score -1.559923e+08 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 186346 members 
Mstep: Class 3 contains 45085 members 
Mstep: Class 4 contains 13192 members 
Mstep: Class 5 contains 3008 members 
Mstep: Class 6 contains 10400 members 
Mstep: Class 7 contains 33896 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 70901 members 
Mstep: Class 10 contains 19390 members 
Mstep: Class 11 contains 7778 members 
Mstep: Class 12 contains 61623 members 
Mstep: Class 13 contains 95954 members 
Mstep: Class 14 contains 211488 members 
Mstep: Class 15 contains 9981 members 
Mstep: Class 16 contains 75132 members 
Mstep: Class 17 contains 249235 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 11307 members 
Mstep: Class 20 contains 24540 members 
Mstep: Class 21 contains 22539 members 
Mstep: Class 22 contains 167430 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 827 members 
Mstep: Class 25 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155992928.000000 Penalty: 87498.109375
Iteration 54Q: 26 clusters Score -1.559929e+08 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 186129 members 
Mstep: Class 3 contains 45479 members 
Mstep: Class 4 contains 13200 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 10416 members 
Mstep: Class 7 contains 33794 members 
Mstep: Class 8 contains 5204 members 
Mstep: Class 9 contains 69296 members 
Mstep: Class 10 contains 19287 members 
Mstep: Class 11 contains 7847 members 
Mstep: Class 12 contains 61756 members 
Mstep: Class 13 contains 95965 members 
Mstep: Class 14 contains 211530 members 
Mstep: Class 15 contains 9989 members 
Mstep: Class 16 contains 75074 members 
Mstep: Class 17 contains 249768 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 24893 members 
Mstep: Class 21 contains 22530 members 
Mstep: Class 22 contains 167926 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 827 members 
Mstep: Class 25 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 26 clusters Score -1.55993e+08 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 185870 members 
Mstep: Class 3 contains 45875 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 10434 members 
Mstep: Class 7 contains 33700 members 
Mstep: Class 8 contains 5217 members 
Mstep: Class 9 contains 67748 members 
Mstep: Class 10 contains 19172 members 
Mstep: Class 11 contains 7909 members 
Mstep: Class 12 contains 61898 members 
Mstep: Class 13 contains 95966 members 
Mstep: Class 14 contains 211672 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 75010 members 
Mstep: Class 17 contains 250270 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 11283 members 
Mstep: Class 20 contains 25263 members 
Mstep: Class 21 contains 22522 members 
Mstep: Class 22 contains 168350 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 827 members 
Mstep: Class 25 contains 3356 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 26 clusters Score -1.559933e+08 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 185651 members 
Mstep: Class 3 contains 46252 members 
Mstep: Class 4 contains 13214 members 
Mstep: Class 5 contains 3078 members 
Mstep: Class 6 contains 10441 members 
Mstep: Class 7 contains 33599 members 
Mstep: Class 8 contains 5231 members 
Mstep: Class 9 contains 66370 members 
Mstep: Class 10 contains 19029 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 62043 members 
Mstep: Class 13 contains 95951 members 
Mstep: Class 14 contains 211847 members 
Mstep: Class 15 contains 9999 members 
Mstep: Class 16 contains 74948 members 
Mstep: Class 17 contains 250676 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11275 members 
Mstep: Class 20 contains 25596 members 
Mstep: Class 21 contains 22522 members 
Mstep: Class 22 contains 168734 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 827 members 
Mstep: Class 25 contains 3339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155993184.000000 Penalty: 87498.109375
Iteration 57Q: 26 clusters Score -1.559932e+08 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 185414 members 
Mstep: Class 3 contains 46611 members 
Mstep: Class 4 contains 13236 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 10454 members 
Mstep: Class 7 contains 33507 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 65052 members 
Mstep: Class 10 contains 18888 members 
Mstep: Class 11 contains 8035 members 
Mstep: Class 12 contains 62185 members 
Mstep: Class 13 contains 95938 members 
Mstep: Class 14 contains 212099 members 
Mstep: Class 15 contains 10003 members 
Mstep: Class 16 contains 74890 members 
Mstep: Class 17 contains 251017 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11269 members 
Mstep: Class 20 contains 25961 members 
Mstep: Class 21 contains 22532 members 
Mstep: Class 22 contains 169007 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155994016.000000 Penalty: 87498.109375
Iteration 58Q: 26 clusters Score -1.55994e+08 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 185181 members 
Mstep: Class 3 contains 46935 members 
Mstep: Class 4 contains 13246 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 10463 members 
Mstep: Class 7 contains 33437 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 63850 members 
Mstep: Class 10 contains 18748 members 
Mstep: Class 11 contains 8101 members 
Mstep: Class 12 contains 62300 members 
Mstep: Class 13 contains 95931 members 
Mstep: Class 14 contains 212239 members 
Mstep: Class 15 contains 10005 members 
Mstep: Class 16 contains 74860 members 
Mstep: Class 17 contains 251344 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11264 members 
Mstep: Class 20 contains 26341 members 
Mstep: Class 21 contains 22537 members 
Mstep: Class 22 contains 169284 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 26 clusters Score -1.559948e+08 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 184993 members 
Mstep: Class 3 contains 47221 members 
Mstep: Class 4 contains 13260 members 
Mstep: Class 5 contains 3148 members 
Mstep: Class 6 contains 10465 members 
Mstep: Class 7 contains 33367 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 62774 members 
Mstep: Class 10 contains 18569 members 
Mstep: Class 11 contains 8165 members 
Mstep: Class 12 contains 62426 members 
Mstep: Class 13 contains 95927 members 
Mstep: Class 14 contains 212462 members 
Mstep: Class 15 contains 10005 members 
Mstep: Class 16 contains 74822 members 
Mstep: Class 17 contains 251586 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11257 members 
Mstep: Class 20 contains 26719 members 
Mstep: Class 21 contains 22535 members 
Mstep: Class 22 contains 169479 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155994944.000000 Penalty: 87498.109375
Iteration 60F: 26 clusters Score -1.559949e+08 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 184802 members 
Mstep: Class 3 contains 47501 members 
Mstep: Class 4 contains 13266 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 10447 members 
Mstep: Class 7 contains 33302 members 
Mstep: Class 8 contains 5228 members 
Mstep: Class 9 contains 61848 members 
Mstep: Class 10 contains 18372 members 
Mstep: Class 11 contains 8220 members 
Mstep: Class 12 contains 62558 members 
Mstep: Class 13 contains 95915 members 
Mstep: Class 14 contains 212679 members 
Mstep: Class 15 contains 10006 members 
Mstep: Class 16 contains 74769 members 
Mstep: Class 17 contains 251803 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11257 members 
Mstep: Class 20 contains 27058 members 
Mstep: Class 21 contains 22531 members 
Mstep: Class 22 contains 169649 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155995008.000000 Penalty: 87498.109375
Iteration 61Q: 26 clusters Score -1.55995e+08 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 184640 members 
Mstep: Class 3 contains 47747 members 
Mstep: Class 4 contains 13278 members 
Mstep: Class 5 contains 3219 members 
Mstep: Class 6 contains 10449 members 
Mstep: Class 7 contains 33221 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 61056 members 
Mstep: Class 10 contains 18154 members 
Mstep: Class 11 contains 8261 members 
Mstep: Class 12 contains 62669 members 
Mstep: Class 13 contains 95916 members 
Mstep: Class 14 contains 212877 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 74736 members 
Mstep: Class 17 contains 251947 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 27414 members 
Mstep: Class 21 contains 22534 members 
Mstep: Class 22 contains 169769 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3331 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 26 clusters Score -1.559953e+08 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 184497 members 
Mstep: Class 3 contains 47999 members 
Mstep: Class 4 contains 13288 members 
Mstep: Class 5 contains 3238 members 
Mstep: Class 6 contains 10451 members 
Mstep: Class 7 contains 33150 members 
Mstep: Class 8 contains 5233 members 
Mstep: Class 9 contains 60381 members 
Mstep: Class 10 contains 17915 members 
Mstep: Class 11 contains 8291 members 
Mstep: Class 12 contains 62779 members 
Mstep: Class 13 contains 95912 members 
Mstep: Class 14 contains 213136 members 
Mstep: Class 15 contains 10007 members 
Mstep: Class 16 contains 74708 members 
Mstep: Class 17 contains 252023 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 27718 members 
Mstep: Class 21 contains 22550 members 
Mstep: Class 22 contains 169841 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 26 clusters Score -1.559951e+08 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 184367 members 
Mstep: Class 3 contains 48227 members 
Mstep: Class 4 contains 13300 members 
Mstep: Class 5 contains 3265 members 
Mstep: Class 6 contains 10456 members 
Mstep: Class 7 contains 33095 members 
Mstep: Class 8 contains 5232 members 
Mstep: Class 9 contains 59789 members 
Mstep: Class 10 contains 17677 members 
Mstep: Class 11 contains 8323 members 
Mstep: Class 12 contains 62883 members 
Mstep: Class 13 contains 95911 members 
Mstep: Class 14 contains 213394 members 
Mstep: Class 15 contains 10010 members 
Mstep: Class 16 contains 74670 members 
Mstep: Class 17 contains 252056 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 28010 members 
Mstep: Class 21 contains 22572 members 
Mstep: Class 22 contains 169876 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3313 members 
Entering Unmasked Estep 
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Iteration 64Q: 26 clusters Score -1.559956e+08 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 184228 members 
Mstep: Class 3 contains 48449 members 
Mstep: Class 4 contains 13310 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 10466 members 
Mstep: Class 7 contains 33043 members 
Mstep: Class 8 contains 5240 members 
Mstep: Class 9 contains 59287 members 
Mstep: Class 10 contains 17451 members 
Mstep: Class 11 contains 8346 members 
Mstep: Class 12 contains 62987 members 
Mstep: Class 13 contains 95917 members 
Mstep: Class 14 contains 213611 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 74654 members 
Mstep: Class 17 contains 252043 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 28285 members 
Mstep: Class 21 contains 22577 members 
Mstep: Class 22 contains 169916 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3308 members 
Entering Unmasked Estep 
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Iteration 65Q: 26 clusters Score -1.559961e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 184089 members 
Mstep: Class 3 contains 48643 members 
Mstep: Class 4 contains 13327 members 
Mstep: Class 5 contains 3311 members 
Mstep: Class 6 contains 10469 members 
Mstep: Class 7 contains 32981 members 
Mstep: Class 8 contains 5250 members 
Mstep: Class 9 contains 58873 members 
Mstep: Class 10 contains 17212 members 
Mstep: Class 11 contains 8361 members 
Mstep: Class 12 contains 63083 members 
Mstep: Class 13 contains 95919 members 
Mstep: Class 14 contains 213861 members 
Mstep: Class 15 contains 10009 members 
Mstep: Class 16 contains 74633 members 
Mstep: Class 17 contains 252007 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11254 members 
Mstep: Class 20 contains 28555 members 
Mstep: Class 21 contains 22583 members 
Mstep: Class 22 contains 169939 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3301 members 
Entering Unmasked Estep 
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Iteration 66Q: 26 clusters Score -1.559959e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 183995 members 
Mstep: Class 3 contains 48782 members 
Mstep: Class 4 contains 13340 members 
Mstep: Class 5 contains 3332 members 
Mstep: Class 6 contains 10473 members 
Mstep: Class 7 contains 32924 members 
Mstep: Class 8 contains 5246 members 
Mstep: Class 9 contains 58537 members 
Mstep: Class 10 contains 16935 members 
Mstep: Class 11 contains 8374 members 
Mstep: Class 12 contains 63189 members 
Mstep: Class 13 contains 95909 members 
Mstep: Class 14 contains 214122 members 
Mstep: Class 15 contains 10009 members 
Mstep: Class 16 contains 74608 members 
Mstep: Class 17 contains 252012 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 28798 members 
Mstep: Class 21 contains 22585 members 
Mstep: Class 22 contains 169934 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3299 members 
Entering Unmasked Estep 
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Iteration 67Q: 26 clusters Score -1.559965e+08 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 183927 members 
Mstep: Class 3 contains 48926 members 
Mstep: Class 4 contains 13348 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 10465 members 
Mstep: Class 7 contains 32860 members 
Mstep: Class 8 contains 5246 members 
Mstep: Class 9 contains 58291 members 
Mstep: Class 10 contains 16595 members 
Mstep: Class 11 contains 8386 members 
Mstep: Class 12 contains 63280 members 
Mstep: Class 13 contains 95912 members 
Mstep: Class 14 contains 214374 members 
Mstep: Class 15 contains 10009 members 
Mstep: Class 16 contains 74610 members 
Mstep: Class 17 contains 252007 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 29025 members 
Mstep: Class 21 contains 22593 members 
Mstep: Class 22 contains 169878 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3298 members 
Entering Unmasked Estep 
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Iteration 68Q: 26 clusters Score -1.559968e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 183845 members 
Mstep: Class 3 contains 49044 members 
Mstep: Class 4 contains 13370 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 10459 members 
Mstep: Class 7 contains 32792 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 58079 members 
Mstep: Class 10 contains 16300 members 
Mstep: Class 11 contains 8396 members 
Mstep: Class 12 contains 63348 members 
Mstep: Class 13 contains 95911 members 
Mstep: Class 14 contains 214673 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 74596 members 
Mstep: Class 17 contains 252014 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 29233 members 
Mstep: Class 21 contains 22598 members 
Mstep: Class 22 contains 169808 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155997216.000000 Penalty: 87498.109375
Iteration 69Q: 26 clusters Score -1.559972e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 183792 members 
Mstep: Class 3 contains 49129 members 
Mstep: Class 4 contains 13384 members 
Mstep: Class 5 contains 3421 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 32724 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 57999 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 8410 members 
Mstep: Class 12 contains 63437 members 
Mstep: Class 13 contains 95910 members 
Mstep: Class 14 contains 214949 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 74581 members 
Mstep: Class 17 contains 251997 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11254 members 
Mstep: Class 20 contains 29420 members 
Mstep: Class 21 contains 22608 members 
Mstep: Class 22 contains 169674 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155997344.000000 Penalty: 87498.109375
Iteration 70Q: 26 clusters Score -1.559973e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 183787 members 
Mstep: Class 3 contains 49189 members 
Mstep: Class 4 contains 13396 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 10452 members 
Mstep: Class 7 contains 32666 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 9 contains 58077 members 
Mstep: Class 10 contains 15594 members 
Mstep: Class 11 contains 8420 members 
Mstep: Class 12 contains 63525 members 
Mstep: Class 13 contains 95913 members 
Mstep: Class 14 contains 215117 members 
Mstep: Class 15 contains 10009 members 
Mstep: Class 16 contains 74586 members 
Mstep: Class 17 contains 251951 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11244 members 
Mstep: Class 20 contains 29590 members 
Mstep: Class 21 contains 22628 members 
Mstep: Class 22 contains 169528 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155997840.000000 Penalty: 87498.109375
Iteration 71Q: 26 clusters Score -1.559978e+08 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 183757 members 
Mstep: Class 3 contains 49230 members 
Mstep: Class 4 contains 13400 members 
Mstep: Class 5 contains 3482 members 
Mstep: Class 6 contains 10450 members 
Mstep: Class 7 contains 32611 members 
Mstep: Class 8 contains 5197 members 
Mstep: Class 9 contains 58270 members 
Mstep: Class 10 contains 15165 members 
Mstep: Class 11 contains 8433 members 
Mstep: Class 12 contains 63620 members 
Mstep: Class 13 contains 95906 members 
Mstep: Class 14 contains 215318 members 
Mstep: Class 15 contains 10011 members 
Mstep: Class 16 contains 74585 members 
Mstep: Class 17 contains 251917 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11239 members 
Mstep: Class 20 contains 29792 members 
Mstep: Class 21 contains 22642 members 
Mstep: Class 22 contains 169304 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155998400.000000 Penalty: 87498.109375
Iteration 72Q: 26 clusters Score -1.559984e+08 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 183753 members 
Mstep: Class 3 contains 49272 members 
Mstep: Class 4 contains 13407 members 
Mstep: Class 5 contains 3501 members 
Mstep: Class 6 contains 10446 members 
Mstep: Class 7 contains 32553 members 
Mstep: Class 8 contains 5176 members 
Mstep: Class 9 contains 58551 members 
Mstep: Class 10 contains 14732 members 
Mstep: Class 11 contains 8439 members 
Mstep: Class 12 contains 63691 members 
Mstep: Class 13 contains 95905 members 
Mstep: Class 14 contains 215555 members 
Mstep: Class 15 contains 10011 members 
Mstep: Class 16 contains 74578 members 
Mstep: Class 17 contains 251876 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11237 members 
Mstep: Class 20 contains 29986 members 
Mstep: Class 21 contains 22665 members 
Mstep: Class 22 contains 168995 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 3271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155998736.000000 Penalty: 87498.109375
Iteration 73Q: 26 clusters Score -1.559987e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 183716 members 
Mstep: Class 3 contains 49312 members 
Mstep: Class 4 contains 13412 members 
Mstep: Class 5 contains 3519 members 
Mstep: Class 6 contains 10433 members 
Mstep: Class 7 contains 32514 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 58877 members 
Mstep: Class 10 contains 14285 members 
Mstep: Class 11 contains 8446 members 
Mstep: Class 12 contains 63775 members 
Mstep: Class 13 contains 95908 members 
Mstep: Class 14 contains 215790 members 
Mstep: Class 15 contains 10013 members 
Mstep: Class 16 contains 74585 members 
Mstep: Class 17 contains 251848 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11234 members 
Mstep: Class 20 contains 30167 members 
Mstep: Class 21 contains 22665 members 
Mstep: Class 22 contains 168657 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 827 members 
Mstep: Class 25 contains 3268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155999488.000000 Penalty: 87498.109375
Iteration 74Q: 26 clusters Score -1.559995e+08 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 183707 members 
Mstep: Class 3 contains 49349 members 
Mstep: Class 4 contains 13419 members 
Mstep: Class 5 contains 3541 members 
Mstep: Class 6 contains 10420 members 
Mstep: Class 7 contains 32473 members 
Mstep: Class 8 contains 5157 members 
Mstep: Class 9 contains 59328 members 
Mstep: Class 10 contains 13783 members 
Mstep: Class 11 contains 8454 members 
Mstep: Class 12 contains 63845 members 
Mstep: Class 13 contains 95900 members 
Mstep: Class 14 contains 216003 members 
Mstep: Class 15 contains 10017 members 
Mstep: Class 16 contains 74586 members 
Mstep: Class 17 contains 251797 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 30324 members 
Mstep: Class 21 contains 22682 members 
Mstep: Class 22 contains 168307 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 827 members 
Mstep: Class 25 contains 3266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156000192.000000 Penalty: 87498.109375
Iteration 75Q: 26 clusters Score -1.560002e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 183681 members 
Mstep: Class 3 contains 49379 members 
Mstep: Class 4 contains 13428 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 10403 members 
Mstep: Class 7 contains 32438 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 59691 members 
Mstep: Class 10 contains 13356 members 
Mstep: Class 11 contains 8460 members 
Mstep: Class 12 contains 63911 members 
Mstep: Class 13 contains 95904 members 
Mstep: Class 14 contains 216194 members 
Mstep: Class 15 contains 10018 members 
Mstep: Class 16 contains 74591 members 
Mstep: Class 17 contains 251754 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 30500 members 
Mstep: Class 21 contains 22688 members 
Mstep: Class 22 contains 168000 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 827 members 
Mstep: Class 25 contains 3262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156000704.000000 Penalty: 87498.109375
Iteration 76Q: 26 clusters Score -1.560007e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 183694 members 
Mstep: Class 3 contains 49405 members 
Mstep: Class 4 contains 13436 members 
Mstep: Class 5 contains 3565 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 32402 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 60030 members 
Mstep: Class 10 contains 12982 members 
Mstep: Class 11 contains 8467 members 
Mstep: Class 12 contains 63968 members 
Mstep: Class 13 contains 95900 members 
Mstep: Class 14 contains 216386 members 
Mstep: Class 15 contains 10018 members 
Mstep: Class 16 contains 74586 members 
Mstep: Class 17 contains 251709 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11227 members 
Mstep: Class 20 contains 30674 members 
Mstep: Class 21 contains 22680 members 
Mstep: Class 22 contains 167646 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156000928.000000 Penalty: 87498.109375
Iteration 77Q: 26 clusters Score -1.560009e+08 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 183696 members 
Mstep: Class 3 contains 49438 members 
Mstep: Class 4 contains 13439 members 
Mstep: Class 5 contains 3576 members 
Mstep: Class 6 contains 10368 members 
Mstep: Class 7 contains 32357 members 
Mstep: Class 8 contains 5136 members 
Mstep: Class 9 contains 60306 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 8480 members 
Mstep: Class 12 contains 64014 members 
Mstep: Class 13 contains 95893 members 
Mstep: Class 14 contains 216559 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 16 contains 74605 members 
Mstep: Class 17 contains 251635 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 11227 members 
Mstep: Class 20 contains 30861 members 
Mstep: Class 21 contains 22669 members 
Mstep: Class 22 contains 167334 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156001824.000000 Penalty: 87498.109375
Iteration 78Q: 26 clusters Score -1.560018e+08 nChanged 2472
Entering ConstructFrom: 
Score: -156001824.000000 Penalty: 87498.109375
Entering ConstructFrom: 
Trying to split cluster 1 (8086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Entering Unmasked Estep 
Score: -954104.000000 Penalty: 2231.476562
	Iteration 0F: 2 clusters Score -954104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -947606.812500 Penalty: 4462.953125
	Iteration 0F: 3 clusters Score -947606.8 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -949370.875000 Penalty: 4462.953125
	Iteration 1F: 3 clusters Score -949370.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -949635.562500 Penalty: 4462.953125
	Iteration 2F: 3 clusters Score -949635.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -949810.062500 Penalty: 4462.953125
	Iteration 3F: 3 clusters Score -949810.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -949933.375000 Penalty: 4462.953125
	Iteration 4Q: 3 clusters Score -949933.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -950032.500000 Penalty: 4462.953125
	Iteration 5Q: 3 clusters Score -950032.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -950107.375000 Penalty: 4462.953125
	Iteration 6Q: 3 clusters Score -950107.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -950177.125000 Penalty: 4462.953125
	Iteration 7Q: 3 clusters Score -950177.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -950233.812500 Penalty: 4462.953125
	Iteration 8Q: 3 clusters Score -950233.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -950278.250000 Penalty: 4462.953125
	Iteration 9Q: 3 clusters Score -950278.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -950320.250000 Penalty: 4462.953125
	Iteration 10Q: 3 clusters Score -950320.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -950357.437500 Penalty: 4462.953125
	Iteration 11Q: 3 clusters Score -950357.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -950398.625000 Penalty: 4462.953125
	Iteration 12Q: 3 clusters Score -950398.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -950445.437500 Penalty: 4462.953125
	Iteration 13Q: 3 clusters Score -950445.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -950490.437500 Penalty: 4462.953125
	Iteration 14Q: 3 clusters Score -950490.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -950548.187500 Penalty: 4462.953125
	Iteration 15Q: 3 clusters Score -950548.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -950616.562500 Penalty: 4462.953125
	Iteration 16Q: 3 clusters Score -950616.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -950696.750000 Penalty: 4462.953125
	Iteration 17Q: 3 clusters Score -950696.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -950814.312500 Penalty: 4462.953125
	Iteration 18Q: 3 clusters Score -950814.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -950942.750000 Penalty: 4462.953125
	Iteration 19Q: 3 clusters Score -950942.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -951064.187500 Penalty: 4462.953125
	Iteration 20F: 3 clusters Score -951064.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -951197.500000 Penalty: 4462.953125
	Iteration 21Q: 3 clusters Score -951197.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -951349.875000 Penalty: 4462.953125
	Iteration 22Q: 3 clusters Score -951349.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -951524.625000 Penalty: 4462.953125
	Iteration 23Q: 3 clusters Score -951524.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -951687.312500 Penalty: 4462.953125
	Iteration 24Q: 3 clusters Score -951687.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -951811.937500 Penalty: 4462.953125
	Iteration 25Q: 3 clusters Score -951811.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -951912.687500 Penalty: 4462.953125
	Iteration 26Q: 3 clusters Score -951912.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -951995.625000 Penalty: 4462.953125
	Iteration 27Q: 3 clusters Score -951995.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -952053.187500 Penalty: 4462.953125
	Iteration 28Q: 3 clusters Score -952053.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -952095.000000 Penalty: 4462.953125
	Iteration 29Q: 3 clusters Score -952095 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -952127.000000 Penalty: 4462.953125
	Iteration 30Q: 3 clusters Score -952127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -952149.500000 Penalty: 4462.953125
	Iteration 31Q: 3 clusters Score -952149.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -952161.500000 Penalty: 4462.953125
	Iteration 32Q: 3 clusters Score -952161.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -952167.812500 Penalty: 4462.953125
	Iteration 33Q: 3 clusters Score -952167.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -952171.812500 Penalty: 4462.953125
	Iteration 34Q: 3 clusters Score -952171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -952174.187500 Penalty: 4462.953125
	Iteration 35Q: 3 clusters Score -952174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -952176.500000 Penalty: 4462.953125
	Iteration 36Q: 3 clusters Score -952176.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -952177.625000 Penalty: 4462.953125
	Iteration 37Q: 3 clusters Score -952177.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -952181.562500 Penalty: 4462.953125
	Iteration 38Q: 3 clusters Score -952181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -952186.125000 Penalty: 4462.953125
	Iteration 39Q: 3 clusters Score -952186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -952192.062500 Penalty: 4462.953125
	Iteration 40F: 3 clusters Score -952192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -952192.937500 Penalty: 4462.953125
	Iteration 41Q: 3 clusters Score -952192.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -952192.937500 Penalty: 4462.953125
	Iteration 42F: 3 clusters Score -952192.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (183661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183661 members 
Entering Unmasked Estep 
Score: -21945698.000000 Penalty: 3005.969971
	Iteration 0F: 2 clusters Score -2.19457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -21832220.000000 Penalty: 6011.939941
	Iteration 0F: 3 clusters Score -2.183222e+07 nChanged 88361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91622 members 
Mstep: Class 2 contains 92039 members 
Entering Unmasked Estep 
Score: -21884486.000000 Penalty: 6011.939941
	Iteration 1F: 3 clusters Score -2.188449e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -21885538.000000 Penalty: 6011.939941
	Iteration 2Q: 3 clusters Score -2.188554e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -21886916.000000 Penalty: 6011.939941
	Iteration 3Q: 3 clusters Score -2.188692e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 92314 members 
Entering Unmasked Estep 
Score: -21888714.000000 Penalty: 6011.939941
	Iteration 4Q: 3 clusters Score -2.188871e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 92702 members 
Entering Unmasked Estep 
Score: -21890604.000000 Penalty: 6011.939941
	Iteration 5Q: 3 clusters Score -2.18906e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90192 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -21892956.000000 Penalty: 6011.939941
	Iteration 6Q: 3 clusters Score -2.189296e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88668 members 
Mstep: Class 2 contains 94993 members 
Entering Unmasked Estep 
Score: -21896208.000000 Penalty: 6011.939941
	Iteration 7Q: 3 clusters Score -2.189621e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -21901056.000000 Penalty: 6011.939941
	Iteration 8F: 3 clusters Score -2.190106e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 101064 members 
Entering Unmasked Estep 
Score: -21908434.000000 Penalty: 6011.939941
	Iteration 9F: 3 clusters Score -2.190843e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 105116 members 
Entering Unmasked Estep 
Score: -21918162.000000 Penalty: 6011.939941
	Iteration 10F: 3 clusters Score -2.191816e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74958 members 
Mstep: Class 2 contains 108703 members 
Entering Unmasked Estep 
Score: -21926918.000000 Penalty: 6011.939941
	Iteration 11F: 3 clusters Score -2.192692e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72260 members 
Mstep: Class 2 contains 111401 members 
Entering Unmasked Estep 
Score: -21931084.000000 Penalty: 6011.939941
	Iteration 12Q: 3 clusters Score -2.193108e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70149 members 
Mstep: Class 2 contains 113512 members 
Entering Unmasked Estep 
Score: -21932842.000000 Penalty: 6011.939941
	Iteration 13Q: 3 clusters Score -2.193284e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 115536 members 
Entering Unmasked Estep 
Score: -21934120.000000 Penalty: 6011.939941
	Iteration 14Q: 3 clusters Score -2.193412e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 117408 members 
Entering Unmasked Estep 
Score: -21935100.000000 Penalty: 6011.939941
	Iteration 15Q: 3 clusters Score -2.19351e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 119063 members 
Entering Unmasked Estep 
Score: -21935858.000000 Penalty: 6011.939941
	Iteration 16Q: 3 clusters Score -2.193586e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 120699 members 
Entering Unmasked Estep 
Score: -21936614.000000 Penalty: 6011.939941
	Iteration 17Q: 3 clusters Score -2.193661e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 122273 members 
Entering Unmasked Estep 
Score: -21937220.000000 Penalty: 6011.939941
	Iteration 18Q: 3 clusters Score -2.193722e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 123840 members 
Entering Unmasked Estep 
Score: -21937710.000000 Penalty: 6011.939941
	Iteration 19Q: 3 clusters Score -2.193771e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 125333 members 
Entering Unmasked Estep 
Score: -21938236.000000 Penalty: 6011.939941
	Iteration 20F: 3 clusters Score -2.193824e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 126770 members 
Entering Unmasked Estep 
Score: -21938514.000000 Penalty: 6011.939941
	Iteration 21Q: 3 clusters Score -2.193851e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 128236 members 
Entering Unmasked Estep 
Score: -21938816.000000 Penalty: 6011.939941
	Iteration 22Q: 3 clusters Score -2.193882e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 129763 members 
Entering Unmasked Estep 
Score: -21939152.000000 Penalty: 6011.939941
	Iteration 23Q: 3 clusters Score -2.193915e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 131250 members 
Entering Unmasked Estep 
Score: -21939502.000000 Penalty: 6011.939941
	Iteration 24Q: 3 clusters Score -2.19395e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 132770 members 
Entering Unmasked Estep 
Score: -21939838.000000 Penalty: 6011.939941
	Iteration 25Q: 3 clusters Score -2.193984e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 134328 members 
Entering Unmasked Estep 
Score: -21940106.000000 Penalty: 6011.939941
	Iteration 26Q: 3 clusters Score -2.194011e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 135931 members 
Entering Unmasked Estep 
Score: -21940452.000000 Penalty: 6011.939941
	Iteration 27Q: 3 clusters Score -2.194045e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 137577 members 
Entering Unmasked Estep 
Score: -21940730.000000 Penalty: 6011.939941
	Iteration 28Q: 3 clusters Score -2.194073e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 139305 members 
Entering Unmasked Estep 
Score: -21941186.000000 Penalty: 6011.939941
	Iteration 29Q: 3 clusters Score -2.194119e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 141122 members 
Entering Unmasked Estep 
Score: -21941440.000000 Penalty: 6011.939941
	Iteration 30Q: 3 clusters Score -2.194144e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 142991 members 
Entering Unmasked Estep 
Score: -21941820.000000 Penalty: 6011.939941
	Iteration 31Q: 3 clusters Score -2.194182e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 144947 members 
Entering Unmasked Estep 
Score: -21942248.000000 Penalty: 6011.939941
	Iteration 32Q: 3 clusters Score -2.194225e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 146937 members 
Entering Unmasked Estep 
Score: -21942656.000000 Penalty: 6011.939941
	Iteration 33Q: 3 clusters Score -2.194266e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 149099 members 
Entering Unmasked Estep 
Score: -21943044.000000 Penalty: 6011.939941
	Iteration 34Q: 3 clusters Score -2.194304e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 151299 members 
Entering Unmasked Estep 
Score: -21943302.000000 Penalty: 6011.939941
	Iteration 35Q: 3 clusters Score -2.19433e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 153548 members 
Entering Unmasked Estep 
Score: -21943630.000000 Penalty: 6011.939941
	Iteration 36Q: 3 clusters Score -2.194363e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 155869 members 
Entering Unmasked Estep 
Score: -21943796.000000 Penalty: 6011.939941
	Iteration 37Q: 3 clusters Score -2.19438e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 158175 members 
Entering Unmasked Estep 
Score: -21943968.000000 Penalty: 6011.939941
	Iteration 38Q: 3 clusters Score -2.194397e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 160362 members 
Entering Unmasked Estep 
Score: -21944136.000000 Penalty: 6011.939941
	Iteration 39Q: 3 clusters Score -2.194414e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 162475 members 
Entering Unmasked Estep 
Score: -21944356.000000 Penalty: 6011.939941
	Iteration 40F: 3 clusters Score -2.194436e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 164417 members 
Entering Unmasked Estep 
Score: -21944616.000000 Penalty: 6011.939941
	Iteration 41Q: 3 clusters Score -2.194462e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 166297 members 
Entering Unmasked Estep 
Score: -21944646.000000 Penalty: 6011.939941
	Iteration 42Q: 3 clusters Score -2.194465e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 167955 members 
Entering Unmasked Estep 
Score: -21944622.000000 Penalty: 6011.939941
	Iteration 43Q: 3 clusters Score -2.194462e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 169484 members 
Entering Unmasked Estep 
Score: -21944744.000000 Penalty: 6011.939941
	Iteration 44Q: 3 clusters Score -2.194474e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -21944812.000000 Penalty: 6011.939941
	Iteration 45Q: 3 clusters Score -2.194481e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 172136 members 
Entering Unmasked Estep 
Score: -21944702.000000 Penalty: 6011.939941
	Iteration 46Q: 3 clusters Score -2.19447e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 173279 members 
Entering Unmasked Estep 
Score: -21944780.000000 Penalty: 6011.939941
	Iteration 47Q: 3 clusters Score -2.194478e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 174277 members 
Entering Unmasked Estep 
Score: -21944722.000000 Penalty: 6011.939941
	Iteration 48Q: 3 clusters Score -2.194472e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 175131 members 
Entering Unmasked Estep 
Score: -21944674.000000 Penalty: 6011.939941
	Iteration 49Q: 3 clusters Score -2.194467e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 175842 members 
Entering Unmasked Estep 
Score: -21944742.000000 Penalty: 6011.939941
	Iteration 50Q: 3 clusters Score -2.194474e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 176466 members 
Entering Unmasked Estep 
Score: -21944752.000000 Penalty: 6011.939941
	Iteration 51Q: 3 clusters Score -2.194475e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 177013 members 
Entering Unmasked Estep 
Score: -21944798.000000 Penalty: 6011.939941
	Iteration 52Q: 3 clusters Score -2.19448e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 177492 members 
Entering Unmasked Estep 
Score: -21944696.000000 Penalty: 6011.939941
	Iteration 53Q: 3 clusters Score -2.19447e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 177901 members 
Entering Unmasked Estep 
Score: -21944620.000000 Penalty: 6011.939941
	Iteration 54Q: 3 clusters Score -2.194462e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 178264 members 
Entering Unmasked Estep 
Score: -21944558.000000 Penalty: 6011.939941
	Iteration 55Q: 3 clusters Score -2.194456e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 178578 members 
Entering Unmasked Estep 
Score: -21944562.000000 Penalty: 6011.939941
	Iteration 56Q: 3 clusters Score -2.194456e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 178846 members 
Entering Unmasked Estep 
Score: -21944512.000000 Penalty: 6011.939941
	Iteration 57Q: 3 clusters Score -2.194451e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 179072 members 
Entering Unmasked Estep 
Score: -21944502.000000 Penalty: 6011.939941
	Iteration 58Q: 3 clusters Score -2.19445e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 179269 members 
Entering Unmasked Estep 
Score: -21944508.000000 Penalty: 6011.939941
	Iteration 59Q: 3 clusters Score -2.194451e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 179442 members 
Entering Unmasked Estep 
Score: -21944518.000000 Penalty: 6011.939941
	Iteration 60F: 3 clusters Score -2.194452e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 179592 members 
Entering Unmasked Estep 
Score: -21944504.000000 Penalty: 6011.939941
	Iteration 61Q: 3 clusters Score -2.19445e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 179727 members 
Entering Unmasked Estep 
Score: -21944518.000000 Penalty: 6011.939941
	Iteration 62Q: 3 clusters Score -2.194452e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 179836 members 
Entering Unmasked Estep 
Score: -21944442.000000 Penalty: 6011.939941
	Iteration 63Q: 3 clusters Score -2.194444e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 179944 members 
Entering Unmasked Estep 
Score: -21944450.000000 Penalty: 6011.939941
	Iteration 64Q: 3 clusters Score -2.194445e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 180041 members 
Entering Unmasked Estep 
Score: -21944470.000000 Penalty: 6011.939941
	Iteration 65Q: 3 clusters Score -2.194447e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 180127 members 
Entering Unmasked Estep 
Score: -21944454.000000 Penalty: 6011.939941
	Iteration 66Q: 3 clusters Score -2.194445e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 180201 members 
Entering Unmasked Estep 
Score: -21944482.000000 Penalty: 6011.939941
	Iteration 67Q: 3 clusters Score -2.194448e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 180251 members 
Entering Unmasked Estep 
Score: -21944468.000000 Penalty: 6011.939941
	Iteration 68Q: 3 clusters Score -2.194447e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 180299 members 
Entering Unmasked Estep 
Score: -21944446.000000 Penalty: 6011.939941
	Iteration 69Q: 3 clusters Score -2.194445e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 180336 members 
Entering Unmasked Estep 
Score: -21944438.000000 Penalty: 6011.939941
	Iteration 70Q: 3 clusters Score -2.194444e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 180369 members 
Entering Unmasked Estep 
Score: -21944448.000000 Penalty: 6011.939941
	Iteration 71Q: 3 clusters Score -2.194445e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 180399 members 
Entering Unmasked Estep 
Score: -21944438.000000 Penalty: 6011.939941
	Iteration 72Q: 3 clusters Score -2.194444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 180421 members 
Entering Unmasked Estep 
Score: -21944424.000000 Penalty: 6011.939941
	Iteration 73Q: 3 clusters Score -2.194442e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 180445 members 
Entering Unmasked Estep 
Score: -21944410.000000 Penalty: 6011.939941
	Iteration 74Q: 3 clusters Score -2.194441e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 180466 members 
Entering Unmasked Estep 
Score: -21944416.000000 Penalty: 6011.939941
	Iteration 75Q: 3 clusters Score -2.194442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 180489 members 
Entering Unmasked Estep 
Score: -21944410.000000 Penalty: 6011.939941
	Iteration 76Q: 3 clusters Score -2.194441e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 180516 members 
Entering Unmasked Estep 
Score: -21944404.000000 Penalty: 6011.939941
	Iteration 77Q: 3 clusters Score -2.19444e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 180538 members 
Entering Unmasked Estep 
Score: -21944404.000000 Penalty: 6011.939941
	Iteration 78Q: 3 clusters Score -2.19444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 180554 members 
Entering Unmasked Estep 
Score: -21944392.000000 Penalty: 6011.939941
	Iteration 79Q: 3 clusters Score -2.194439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 180565 members 
Entering Unmasked Estep 
Score: -21944370.000000 Penalty: 6011.939941
	Iteration 80F: 3 clusters Score -2.194437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 180575 members 
Entering Unmasked Estep 
Score: -21944372.000000 Penalty: 6011.939941
	Iteration 81Q: 3 clusters Score -2.194437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 180586 members 
Entering Unmasked Estep 
Score: -21944360.000000 Penalty: 6011.939941
	Iteration 82Q: 3 clusters Score -2.194436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 180594 members 
Entering Unmasked Estep 
Score: -21944350.000000 Penalty: 6011.939941
	Iteration 83Q: 3 clusters Score -2.194435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 180603 members 
Entering Unmasked Estep 
Score: -21944352.000000 Penalty: 6011.939941
	Iteration 84Q: 3 clusters Score -2.194435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 180613 members 
Entering Unmasked Estep 
Score: -21944366.000000 Penalty: 6011.939941
	Iteration 85Q: 3 clusters Score -2.194437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 180627 members 
Entering Unmasked Estep 
Score: -21944332.000000 Penalty: 6011.939941
	Iteration 86Q: 3 clusters Score -2.194433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 180638 members 
Entering Unmasked Estep 
Score: -21944340.000000 Penalty: 6011.939941
	Iteration 87Q: 3 clusters Score -2.194434e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 180655 members 
Entering Unmasked Estep 
Score: -21944320.000000 Penalty: 6011.939941
	Iteration 88Q: 3 clusters Score -2.194432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 180671 members 
Entering Unmasked Estep 
Score: -21944314.000000 Penalty: 6011.939941
	Iteration 89Q: 3 clusters Score -2.194431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 180686 members 
Entering Unmasked Estep 
Score: -21944310.000000 Penalty: 6011.939941
	Iteration 90Q: 3 clusters Score -2.194431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 180698 members 
Entering Unmasked Estep 
Score: -21944306.000000 Penalty: 6011.939941
	Iteration 91Q: 3 clusters Score -2.194431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 180709 members 
Entering Unmasked Estep 
Score: -21944324.000000 Penalty: 6011.939941
	Iteration 92Q: 3 clusters Score -2.194432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 180718 members 
Entering Unmasked Estep 
Score: -21944338.000000 Penalty: 6011.939941
	Iteration 93Q: 3 clusters Score -2.194434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 180730 members 
Entering Unmasked Estep 
Score: -21944332.000000 Penalty: 6011.939941
	Iteration 94Q: 3 clusters Score -2.194433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 180741 members 
Entering Unmasked Estep 
Score: -21944362.000000 Penalty: 6011.939941
	Iteration 95Q: 3 clusters Score -2.194436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 180751 members 
Entering Unmasked Estep 
Score: -21944378.000000 Penalty: 6011.939941
	Iteration 96Q: 3 clusters Score -2.194438e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 180769 members 
Entering Unmasked Estep 
Score: -21944360.000000 Penalty: 6011.939941
	Iteration 97Q: 3 clusters Score -2.194436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 180782 members 
Entering Unmasked Estep 
Score: -21944330.000000 Penalty: 6011.939941
	Iteration 98Q: 3 clusters Score -2.194433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 180795 members 
Entering Unmasked Estep 
Score: -21944340.000000 Penalty: 6011.939941
	Iteration 99Q: 3 clusters Score -2.194434e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 180808 members 
Entering Unmasked Estep 
Score: -21944306.000000 Penalty: 6011.939941
	Iteration 100F: 3 clusters Score -2.194431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 180812 members 
Entering Unmasked Estep 
Score: -21944308.000000 Penalty: 6011.939941
	Iteration 101Q: 3 clusters Score -2.194431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 180815 members 
Entering Unmasked Estep 
Score: -21944314.000000 Penalty: 6011.939941
	Iteration 102Q: 3 clusters Score -2.194431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 180821 members 
Entering Unmasked Estep 
Score: -21944322.000000 Penalty: 6011.939941
	Iteration 103Q: 3 clusters Score -2.194432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 180826 members 
Entering Unmasked Estep 
Score: -21944324.000000 Penalty: 6011.939941
	Iteration 104Q: 3 clusters Score -2.194432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 180833 members 
Entering Unmasked Estep 
Score: -21944302.000000 Penalty: 6011.939941
	Iteration 105Q: 3 clusters Score -2.19443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 180835 members 
Entering Unmasked Estep 
Score: -21944322.000000 Penalty: 6011.939941
	Iteration 106Q: 3 clusters Score -2.194432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 180839 members 
Entering Unmasked Estep 
Score: -21944314.000000 Penalty: 6011.939941
	Iteration 107Q: 3 clusters Score -2.194431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 180851 members 
Entering Unmasked Estep 
Score: -21944326.000000 Penalty: 6011.939941
	Iteration 108Q: 3 clusters Score -2.194433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 180859 members 
Entering Unmasked Estep 
Score: -21944322.000000 Penalty: 6011.939941
	Iteration 109Q: 3 clusters Score -2.194432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 180869 members 
Entering Unmasked Estep 
Score: -21944316.000000 Penalty: 6011.939941
	Iteration 110Q: 3 clusters Score -2.194432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 180875 members 
Entering Unmasked Estep 
Score: -21944318.000000 Penalty: 6011.939941
	Iteration 111Q: 3 clusters Score -2.194432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 180881 members 
Entering Unmasked Estep 
Score: -21944316.000000 Penalty: 6011.939941
	Iteration 112Q: 3 clusters Score -2.194432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 180883 members 
Entering Unmasked Estep 
Score: -21944310.000000 Penalty: 6011.939941
	Iteration 113Q: 3 clusters Score -2.194431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 180886 members 
Entering Unmasked Estep 
Score: -21944320.000000 Penalty: 6011.939941
	Iteration 114Q: 3 clusters Score -2.194432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 180892 members 
Entering Unmasked Estep 
Score: -21944322.000000 Penalty: 6011.939941
	Iteration 115Q: 3 clusters Score -2.194432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 180896 members 
Entering Unmasked Estep 
Score: -21944312.000000 Penalty: 6011.939941
	Iteration 116Q: 3 clusters Score -2.194431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 180898 members 
Entering Unmasked Estep 
Score: -21944324.000000 Penalty: 6011.939941
	Iteration 117Q: 3 clusters Score -2.194432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 180900 members 
Entering Unmasked Estep 
Score: -21944320.000000 Penalty: 6011.939941
	Iteration 118Q: 3 clusters Score -2.194432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 180901 members 
Entering Unmasked Estep 
Score: -21944314.000000 Penalty: 6011.939941
	Iteration 119Q: 3 clusters Score -2.194431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 180904 members 
Entering Unmasked Estep 
Score: -21944314.000000 Penalty: 6011.939941
	Iteration 120F: 3 clusters Score -2.194431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 180906 members 
Entering Unmasked Estep 
Score: -21944304.000000 Penalty: 6011.939941
	Iteration 121Q: 3 clusters Score -2.19443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 180909 members 
Entering Unmasked Estep 
Score: -21944306.000000 Penalty: 6011.939941
	Iteration 122Q: 3 clusters Score -2.194431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 180912 members 
Entering Unmasked Estep 
Score: -21944308.000000 Penalty: 6011.939941
	Iteration 123Q: 3 clusters Score -2.194431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 180918 members 
Entering Unmasked Estep 
Score: -21944290.000000 Penalty: 6011.939941
	Iteration 124Q: 3 clusters Score -2.194429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 180922 members 
Entering Unmasked Estep 
Score: -21944292.000000 Penalty: 6011.939941
	Iteration 125Q: 3 clusters Score -2.194429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 180926 members 
Entering Unmasked Estep 
Score: -21944280.000000 Penalty: 6011.939941
	Iteration 126Q: 3 clusters Score -2.194428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 180929 members 
Entering Unmasked Estep 
Score: -21944284.000000 Penalty: 6011.939941
	Iteration 127Q: 3 clusters Score -2.194428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 180931 members 
Entering Unmasked Estep 
Score: -21944280.000000 Penalty: 6011.939941
	Iteration 128Q: 3 clusters Score -2.194428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 180933 members 
Entering Unmasked Estep 
Score: -21944276.000000 Penalty: 6011.939941
	Iteration 129Q: 3 clusters Score -2.194428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 180936 members 
Entering Unmasked Estep 
Score: -21944280.000000 Penalty: 6011.939941
	Iteration 130Q: 3 clusters Score -2.194428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 180944 members 
Entering Unmasked Estep 
Score: -21944290.000000 Penalty: 6011.939941
	Iteration 131Q: 3 clusters Score -2.194429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 180950 members 
Entering Unmasked Estep 
Score: -21944280.000000 Penalty: 6011.939941
	Iteration 132Q: 3 clusters Score -2.194428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 180958 members 
Entering Unmasked Estep 
Score: -21944292.000000 Penalty: 6011.939941
	Iteration 133Q: 3 clusters Score -2.194429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 180961 members 
Entering Unmasked Estep 
Score: -21944284.000000 Penalty: 6011.939941
	Iteration 134Q: 3 clusters Score -2.194428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 180965 members 
Entering Unmasked Estep 
Score: -21944278.000000 Penalty: 6011.939941
	Iteration 135Q: 3 clusters Score -2.194428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 180969 members 
Entering Unmasked Estep 
Score: -21944286.000000 Penalty: 6011.939941
	Iteration 136Q: 3 clusters Score -2.194429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 180974 members 
Entering Unmasked Estep 
Score: -21944260.000000 Penalty: 6011.939941
	Iteration 137Q: 3 clusters Score -2.194426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 180977 members 
Entering Unmasked Estep 
Score: -21944268.000000 Penalty: 6011.939941
	Iteration 138Q: 3 clusters Score -2.194427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 180986 members 
Entering Unmasked Estep 
Score: -21944282.000000 Penalty: 6011.939941
	Iteration 139Q: 3 clusters Score -2.194428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 180995 members 
Entering Unmasked Estep 
Score: -21944266.000000 Penalty: 6011.939941
	Iteration 140F: 3 clusters Score -2.194427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 181003 members 
Entering Unmasked Estep 
Score: -21944270.000000 Penalty: 6011.939941
	Iteration 141Q: 3 clusters Score -2.194427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 181006 members 
Entering Unmasked Estep 
Score: -21944272.000000 Penalty: 6011.939941
	Iteration 142Q: 3 clusters Score -2.194427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 181007 members 
Entering Unmasked Estep 
Score: -21944288.000000 Penalty: 6011.939941
	Iteration 143Q: 3 clusters Score -2.194429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 181007 members 
Entering Unmasked Estep 
Score: -21944292.000000 Penalty: 6011.939941
	Iteration 144Q: 3 clusters Score -2.194429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 181008 members 
Entering Unmasked Estep 
Score: -21944290.000000 Penalty: 6011.939941
	Iteration 145Q: 3 clusters Score -2.194429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 181009 members 
Entering Unmasked Estep 
Score: -21944292.000000 Penalty: 6011.939941
	Iteration 146Q: 3 clusters Score -2.194429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 181009 members 
Entering Unmasked Estep 
Score: -21944292.000000 Penalty: 6011.939941
	Iteration 147F: 3 clusters Score -2.194429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Entering Unmasked Estep 
Score: -5852727.000000 Penalty: 2680.622070
	Iteration 0F: 2 clusters Score -5852727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -5819519.000000 Penalty: 5361.244141
	Iteration 0F: 3 clusters Score -5819519 nChanged 22687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -5832038.500000 Penalty: 5361.244141
	Iteration 1F: 3 clusters Score -5832038 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -5832708.000000 Penalty: 5361.244141
	Iteration 2Q: 3 clusters Score -5832708 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -5833438.000000 Penalty: 5361.244141
	Iteration 3Q: 3 clusters Score -5833438 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -5834281.500000 Penalty: 5361.244141
	Iteration 4Q: 3 clusters Score -5834282 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -5835314.000000 Penalty: 5361.244141
	Iteration 5Q: 3 clusters Score -5835314 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -5836617.000000 Penalty: 5361.244141
	Iteration 6Q: 3 clusters Score -5836617 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -5838279.500000 Penalty: 5361.244141
	Iteration 7F: 3 clusters Score -5838280 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -5840433.500000 Penalty: 5361.244141
	Iteration 8F: 3 clusters Score -5840434 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -5842854.000000 Penalty: 5361.244141
	Iteration 9F: 3 clusters Score -5842854 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -5845042.000000 Penalty: 5361.244141
	Iteration 10F: 3 clusters Score -5845042 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -5846809.000000 Penalty: 5361.244141
	Iteration 11Q: 3 clusters Score -5846809 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -5848036.000000 Penalty: 5361.244141
	Iteration 12Q: 3 clusters Score -5848036 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5848763.000000 Penalty: 5361.244141
	Iteration 13Q: 3 clusters Score -5848763 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5849271.000000 Penalty: 5361.244141
	Iteration 14Q: 3 clusters Score -5849271 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5849595.500000 Penalty: 5361.244141
	Iteration 15Q: 3 clusters Score -5849596 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5849824.000000 Penalty: 5361.244141
	Iteration 16Q: 3 clusters Score -5849824 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5849964.500000 Penalty: 5361.244141
	Iteration 17Q: 3 clusters Score -5849964 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5850089.500000 Penalty: 5361.244141
	Iteration 18Q: 3 clusters Score -5850090 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5850184.500000 Penalty: 5361.244141
	Iteration 19Q: 3 clusters Score -5850184 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5850236.500000 Penalty: 5361.244141
	Iteration 20F: 3 clusters Score -5850236 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5850249.000000 Penalty: 5361.244141
	Iteration 21Q: 3 clusters Score -5850249 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5850273.000000 Penalty: 5361.244141
	Iteration 22Q: 3 clusters Score -5850273 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5850307.000000 Penalty: 5361.244141
	Iteration 23Q: 3 clusters Score -5850307 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5850337.500000 Penalty: 5361.244141
	Iteration 24Q: 3 clusters Score -5850338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5850364.000000 Penalty: 5361.244141
	Iteration 25Q: 3 clusters Score -5850364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5850374.500000 Penalty: 5361.244141
	Iteration 26Q: 3 clusters Score -5850374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5850391.000000 Penalty: 5361.244141
	Iteration 27Q: 3 clusters Score -5850391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5850402.000000 Penalty: 5361.244141
	Iteration 28Q: 3 clusters Score -5850402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5850401.500000 Penalty: 5361.244141
	Iteration 29Q: 3 clusters Score -5850402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5850414.500000 Penalty: 5361.244141
	Iteration 30Q: 3 clusters Score -5850414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5850419.000000 Penalty: 5361.244141
	Iteration 31Q: 3 clusters Score -5850419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5850418.000000 Penalty: 5361.244141
	Iteration 32Q: 3 clusters Score -5850418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5850426.000000 Penalty: 5361.244141
	Iteration 33Q: 3 clusters Score -5850426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5850429.000000 Penalty: 5361.244141
	Iteration 34Q: 3 clusters Score -5850429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5850423.000000 Penalty: 5361.244141
	Iteration 35Q: 3 clusters Score -5850423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5850426.000000 Penalty: 5361.244141
	Iteration 36Q: 3 clusters Score -5850426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5850428.500000 Penalty: 5361.244141
	Iteration 37Q: 3 clusters Score -5850428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5850440.000000 Penalty: 5361.244141
	Iteration 38Q: 3 clusters Score -5850440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5850440.000000 Penalty: 5361.244141
	Iteration 39Q: 3 clusters Score -5850440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5850442.000000 Penalty: 5361.244141
	Iteration 40F: 3 clusters Score -5850442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5850450.000000 Penalty: 5361.244141
	Iteration 41Q: 3 clusters Score -5850450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5850452.000000 Penalty: 5361.244141
	Iteration 42Q: 3 clusters Score -5850452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5850461.000000 Penalty: 5361.244141
	Iteration 43Q: 3 clusters Score -5850461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5850474.500000 Penalty: 5361.244141
	Iteration 44Q: 3 clusters Score -5850474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5850477.500000 Penalty: 5361.244141
	Iteration 45Q: 3 clusters Score -5850478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5850486.500000 Penalty: 5361.244141
	Iteration 46Q: 3 clusters Score -5850486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5850487.000000 Penalty: 5361.244141
	Iteration 47Q: 3 clusters Score -5850487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5850493.000000 Penalty: 5361.244141
	Iteration 48Q: 3 clusters Score -5850493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5850496.500000 Penalty: 5361.244141
	Iteration 49Q: 3 clusters Score -5850496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5850502.500000 Penalty: 5361.244141
	Iteration 50Q: 3 clusters Score -5850502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5850496.000000 Penalty: 5361.244141
	Iteration 51Q: 3 clusters Score -5850496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5850496.000000 Penalty: 5361.244141
	Iteration 52Q: 3 clusters Score -5850496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5850497.500000 Penalty: 5361.244141
	Iteration 53Q: 3 clusters Score -5850498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5850505.500000 Penalty: 5361.244141
	Iteration 54Q: 3 clusters Score -5850506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5850512.500000 Penalty: 5361.244141
	Iteration 55Q: 3 clusters Score -5850512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5850518.000000 Penalty: 5361.244141
	Iteration 56Q: 3 clusters Score -5850518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5850517.000000 Penalty: 5361.244141
	Iteration 57Q: 3 clusters Score -5850517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5850524.000000 Penalty: 5361.244141
	Iteration 58Q: 3 clusters Score -5850524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5850524.000000 Penalty: 5361.244141
	Iteration 59F: 3 clusters Score -5850524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Entering Unmasked Estep 
Score: -1579621.750000 Penalty: 2357.651855
	Iteration 0F: 2 clusters Score -1579622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1569746.625000 Penalty: 4715.303711
	Iteration 0F: 3 clusters Score -1569747 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1572781.125000 Penalty: 4715.303711
	Iteration 1F: 3 clusters Score -1572781 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1573167.625000 Penalty: 4715.303711
	Iteration 2F: 3 clusters Score -1573168 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1573500.500000 Penalty: 4715.303711
	Iteration 3F: 3 clusters Score -1573500 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1573809.750000 Penalty: 4715.303711
	Iteration 4Q: 3 clusters Score -1573810 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1574130.375000 Penalty: 4715.303711
	Iteration 5Q: 3 clusters Score -1574130 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1574541.125000 Penalty: 4715.303711
	Iteration 6Q: 3 clusters Score -1574541 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1575026.750000 Penalty: 4715.303711
	Iteration 7F: 3 clusters Score -1575027 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1575548.000000 Penalty: 4715.303711
	Iteration 8F: 3 clusters Score -1575548 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1576063.125000 Penalty: 4715.303711
	Iteration 9Q: 3 clusters Score -1576063 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1576516.250000 Penalty: 4715.303711
	Iteration 10Q: 3 clusters Score -1576516 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1576884.750000 Penalty: 4715.303711
	Iteration 11Q: 3 clusters Score -1576885 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1577116.750000 Penalty: 4715.303711
	Iteration 12Q: 3 clusters Score -1577117 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1577262.250000 Penalty: 4715.303711
	Iteration 13Q: 3 clusters Score -1577262 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1577343.250000 Penalty: 4715.303711
	Iteration 14Q: 3 clusters Score -1577343 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1577406.375000 Penalty: 4715.303711
	Iteration 15Q: 3 clusters Score -1577406 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1577446.875000 Penalty: 4715.303711
	Iteration 16Q: 3 clusters Score -1577447 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1577481.875000 Penalty: 4715.303711
	Iteration 17Q: 3 clusters Score -1577482 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1577509.375000 Penalty: 4715.303711
	Iteration 18Q: 3 clusters Score -1577509 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1577535.375000 Penalty: 4715.303711
	Iteration 19Q: 3 clusters Score -1577535 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1577557.625000 Penalty: 4715.303711
	Iteration 20F: 3 clusters Score -1577558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1577571.875000 Penalty: 4715.303711
	Iteration 21Q: 3 clusters Score -1577572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1577579.250000 Penalty: 4715.303711
	Iteration 22Q: 3 clusters Score -1577579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1577588.875000 Penalty: 4715.303711
	Iteration 23Q: 3 clusters Score -1577589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1577598.750000 Penalty: 4715.303711
	Iteration 24Q: 3 clusters Score -1577599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1577605.250000 Penalty: 4715.303711
	Iteration 25Q: 3 clusters Score -1577605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1577615.375000 Penalty: 4715.303711
	Iteration 26Q: 3 clusters Score -1577615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1577629.125000 Penalty: 4715.303711
	Iteration 27Q: 3 clusters Score -1577629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1577639.250000 Penalty: 4715.303711
	Iteration 28Q: 3 clusters Score -1577639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1577652.125000 Penalty: 4715.303711
	Iteration 29Q: 3 clusters Score -1577652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1577663.625000 Penalty: 4715.303711
	Iteration 30Q: 3 clusters Score -1577664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1577672.750000 Penalty: 4715.303711
	Iteration 31Q: 3 clusters Score -1577673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1577683.375000 Penalty: 4715.303711
	Iteration 32Q: 3 clusters Score -1577683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1577693.000000 Penalty: 4715.303711
	Iteration 33Q: 3 clusters Score -1577693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1577699.500000 Penalty: 4715.303711
	Iteration 34Q: 3 clusters Score -1577700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1577704.500000 Penalty: 4715.303711
	Iteration 35Q: 3 clusters Score -1577704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1577708.750000 Penalty: 4715.303711
	Iteration 36Q: 3 clusters Score -1577709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1577715.625000 Penalty: 4715.303711
	Iteration 37Q: 3 clusters Score -1577716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1577722.250000 Penalty: 4715.303711
	Iteration 38Q: 3 clusters Score -1577722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1577727.125000 Penalty: 4715.303711
	Iteration 39Q: 3 clusters Score -1577727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1577728.750000 Penalty: 4715.303711
	Iteration 40F: 3 clusters Score -1577729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1577732.250000 Penalty: 4715.303711
	Iteration 41Q: 3 clusters Score -1577732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1577737.875000 Penalty: 4715.303711
	Iteration 42Q: 3 clusters Score -1577738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1577741.875000 Penalty: 4715.303711
	Iteration 43Q: 3 clusters Score -1577742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1577744.375000 Penalty: 4715.303711
	Iteration 44Q: 3 clusters Score -1577744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1577744.250000 Penalty: 4715.303711
	Iteration 45Q: 3 clusters Score -1577744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1577748.375000 Penalty: 4715.303711
	Iteration 46Q: 3 clusters Score -1577748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1577750.125000 Penalty: 4715.303711
	Iteration 47Q: 3 clusters Score -1577750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1577752.750000 Penalty: 4715.303711
	Iteration 48Q: 3 clusters Score -1577753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1577753.750000 Penalty: 4715.303711
	Iteration 49Q: 3 clusters Score -1577754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1577755.000000 Penalty: 4715.303711
	Iteration 50Q: 3 clusters Score -1577755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1577753.875000 Penalty: 4715.303711
	Iteration 51Q: 3 clusters Score -1577754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1577755.500000 Penalty: 4715.303711
	Iteration 52Q: 3 clusters Score -1577756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1577755.750000 Penalty: 4715.303711
	Iteration 53Q: 3 clusters Score -1577756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1577756.125000 Penalty: 4715.303711
	Iteration 54Q: 3 clusters Score -1577756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1577754.125000 Penalty: 4715.303711
	Iteration 55Q: 3 clusters Score -1577754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1577754.125000 Penalty: 4715.303711
	Iteration 56F: 3 clusters Score -1577754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Entering Unmasked Estep 
Score: -401660.250000 Penalty: 2030.036011
	Iteration 0F: 2 clusters Score -401660.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -398055.968750 Penalty: 4060.072021
	Iteration 0F: 3 clusters Score -398056 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -398864.468750 Penalty: 4060.072021
	Iteration 1F: 3 clusters Score -398864.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -399125.937500 Penalty: 4060.072021
	Iteration 2F: 3 clusters Score -399125.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -399337.812500 Penalty: 4060.072021
	Iteration 3F: 3 clusters Score -399337.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -399531.000000 Penalty: 4060.072021
	Iteration 4F: 3 clusters Score -399531 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -399671.093750 Penalty: 4060.072021
	Iteration 5Q: 3 clusters Score -399671.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -399768.093750 Penalty: 4060.072021
	Iteration 6Q: 3 clusters Score -399768.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -399864.906250 Penalty: 4060.072021
	Iteration 7Q: 3 clusters Score -399864.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -399946.968750 Penalty: 4060.072021
	Iteration 8Q: 3 clusters Score -399947 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -400006.750000 Penalty: 4060.072021
	Iteration 9Q: 3 clusters Score -400006.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -400050.937500 Penalty: 4060.072021
	Iteration 10Q: 3 clusters Score -400050.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -400087.656250 Penalty: 4060.072021
	Iteration 11Q: 3 clusters Score -400087.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -400106.312500 Penalty: 4060.072021
	Iteration 12Q: 3 clusters Score -400106.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -400121.500000 Penalty: 4060.072021
	Iteration 13Q: 3 clusters Score -400121.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -400134.531250 Penalty: 4060.072021
	Iteration 14Q: 3 clusters Score -400134.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -400147.531250 Penalty: 4060.072021
	Iteration 15Q: 3 clusters Score -400147.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -400158.375000 Penalty: 4060.072021
	Iteration 16Q: 3 clusters Score -400158.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -400168.812500 Penalty: 4060.072021
	Iteration 17Q: 3 clusters Score -400168.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -400175.906250 Penalty: 4060.072021
	Iteration 18Q: 3 clusters Score -400175.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -400180.968750 Penalty: 4060.072021
	Iteration 19Q: 3 clusters Score -400181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -400184.093750 Penalty: 4060.072021
	Iteration 20F: 3 clusters Score -400184.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -400187.562500 Penalty: 4060.072021
	Iteration 21Q: 3 clusters Score -400187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -400189.781250 Penalty: 4060.072021
	Iteration 22Q: 3 clusters Score -400189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -400190.687500 Penalty: 4060.072021
	Iteration 23Q: 3 clusters Score -400190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -400191.281250 Penalty: 4060.072021
	Iteration 24Q: 3 clusters Score -400191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -400192.156250 Penalty: 4060.072021
	Iteration 25Q: 3 clusters Score -400192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -400192.625000 Penalty: 4060.072021
	Iteration 26Q: 3 clusters Score -400192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -400193.843750 Penalty: 4060.072021
	Iteration 27Q: 3 clusters Score -400193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -400195.843750 Penalty: 4060.072021
	Iteration 28Q: 3 clusters Score -400195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -400199.156250 Penalty: 4060.072021
	Iteration 29Q: 3 clusters Score -400199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -400199.656250 Penalty: 4060.072021
	Iteration 30Q: 3 clusters Score -400199.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -400202.437500 Penalty: 4060.072021
	Iteration 31Q: 3 clusters Score -400202.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -400206.031250 Penalty: 4060.072021
	Iteration 32Q: 3 clusters Score -400206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -400207.125000 Penalty: 4060.072021
	Iteration 33Q: 3 clusters Score -400207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -400208.375000 Penalty: 4060.072021
	Iteration 34Q: 3 clusters Score -400208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -400209.312500 Penalty: 4060.072021
	Iteration 35Q: 3 clusters Score -400209.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -400209.875000 Penalty: 4060.072021
	Iteration 36Q: 3 clusters Score -400209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -400211.375000 Penalty: 4060.072021
	Iteration 37Q: 3 clusters Score -400211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -400213.031250 Penalty: 4060.072021
	Iteration 38Q: 3 clusters Score -400213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -400213.031250 Penalty: 4060.072021
	Iteration 39F: 3 clusters Score -400213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Entering Unmasked Estep 
Score: -1124997.125000 Penalty: 2292.528076
	Iteration 0F: 2 clusters Score -1124997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1117145.375000 Penalty: 4585.056152
	Iteration 0F: 3 clusters Score -1117145 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1119731.625000 Penalty: 4585.056152
	Iteration 1F: 3 clusters Score -1119732 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1120254.625000 Penalty: 4585.056152
	Iteration 2F: 3 clusters Score -1120255 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1120674.250000 Penalty: 4585.056152
	Iteration 3F: 3 clusters Score -1120674 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1120985.750000 Penalty: 4585.056152
	Iteration 4F: 3 clusters Score -1120986 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1121255.250000 Penalty: 4585.056152
	Iteration 5Q: 3 clusters Score -1121255 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1121528.000000 Penalty: 4585.056152
	Iteration 6Q: 3 clusters Score -1121528 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1121757.625000 Penalty: 4585.056152
	Iteration 7Q: 3 clusters Score -1121758 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1121978.500000 Penalty: 4585.056152
	Iteration 8Q: 3 clusters Score -1121978 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1122218.500000 Penalty: 4585.056152
	Iteration 9Q: 3 clusters Score -1122218 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1122453.375000 Penalty: 4585.056152
	Iteration 10Q: 3 clusters Score -1122453 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1122695.500000 Penalty: 4585.056152
	Iteration 11Q: 3 clusters Score -1122696 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1122919.125000 Penalty: 4585.056152
	Iteration 12Q: 3 clusters Score -1122919 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1123119.875000 Penalty: 4585.056152
	Iteration 13Q: 3 clusters Score -1123120 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1123272.625000 Penalty: 4585.056152
	Iteration 14Q: 3 clusters Score -1123273 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1123353.375000 Penalty: 4585.056152
	Iteration 15Q: 3 clusters Score -1123353 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1123396.250000 Penalty: 4585.056152
	Iteration 16Q: 3 clusters Score -1123396 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1123415.500000 Penalty: 4585.056152
	Iteration 17Q: 3 clusters Score -1123416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1123424.500000 Penalty: 4585.056152
	Iteration 18Q: 3 clusters Score -1123424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1123430.750000 Penalty: 4585.056152
	Iteration 19Q: 3 clusters Score -1123431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1123438.750000 Penalty: 4585.056152
	Iteration 20F: 3 clusters Score -1123439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1123444.750000 Penalty: 4585.056152
	Iteration 21Q: 3 clusters Score -1123445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1123446.125000 Penalty: 4585.056152
	Iteration 22Q: 3 clusters Score -1123446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1123447.375000 Penalty: 4585.056152
	Iteration 23Q: 3 clusters Score -1123447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1123449.375000 Penalty: 4585.056152
	Iteration 24Q: 3 clusters Score -1123449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1123453.375000 Penalty: 4585.056152
	Iteration 25Q: 3 clusters Score -1123453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1123452.375000 Penalty: 4585.056152
	Iteration 26Q: 3 clusters Score -1123452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1123452.500000 Penalty: 4585.056152
	Iteration 27Q: 3 clusters Score -1123452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1123455.375000 Penalty: 4585.056152
	Iteration 28Q: 3 clusters Score -1123455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1123456.750000 Penalty: 4585.056152
	Iteration 29Q: 3 clusters Score -1123457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1123458.125000 Penalty: 4585.056152
	Iteration 30Q: 3 clusters Score -1123458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1123458.500000 Penalty: 4585.056152
	Iteration 31Q: 3 clusters Score -1123458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1123458.125000 Penalty: 4585.056152
	Iteration 32Q: 3 clusters Score -1123458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1123459.000000 Penalty: 4585.056152
	Iteration 33Q: 3 clusters Score -1123459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1123460.375000 Penalty: 4585.056152
	Iteration 34Q: 3 clusters Score -1123460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1123460.125000 Penalty: 4585.056152
	Iteration 35Q: 3 clusters Score -1123460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1123459.875000 Penalty: 4585.056152
	Iteration 36Q: 3 clusters Score -1123460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1123460.375000 Penalty: 4585.056152
	Iteration 37Q: 3 clusters Score -1123460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1123460.375000 Penalty: 4585.056152
	Iteration 38F: 3 clusters Score -1123460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Entering Unmasked Estep 
Score: -3711542.000000 Penalty: 2575.062744
	Iteration 0F: 2 clusters Score -3711542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3689495.000000 Penalty: 5150.125488
	Iteration 0F: 3 clusters Score -3689495 nChanged 14497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3697554.250000 Penalty: 5150.125488
	Iteration 1F: 3 clusters Score -3697554 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3698052.750000 Penalty: 5150.125488
	Iteration 2Q: 3 clusters Score -3698053 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3698472.750000 Penalty: 5150.125488
	Iteration 3Q: 3 clusters Score -3698473 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3698895.500000 Penalty: 5150.125488
	Iteration 4Q: 3 clusters Score -3698896 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3699383.500000 Penalty: 5150.125488
	Iteration 5Q: 3 clusters Score -3699384 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3699900.500000 Penalty: 5150.125488
	Iteration 6Q: 3 clusters Score -3699900 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -3700375.000000 Penalty: 5150.125488
	Iteration 7Q: 3 clusters Score -3700375 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -3700830.750000 Penalty: 5150.125488
	Iteration 8Q: 3 clusters Score -3700831 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3701308.000000 Penalty: 5150.125488
	Iteration 9Q: 3 clusters Score -3701308 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3701836.000000 Penalty: 5150.125488
	Iteration 10Q: 3 clusters Score -3701836 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3702335.500000 Penalty: 5150.125488
	Iteration 11Q: 3 clusters Score -3702336 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3702862.750000 Penalty: 5150.125488
	Iteration 12Q: 3 clusters Score -3702863 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3703372.500000 Penalty: 5150.125488
	Iteration 13Q: 3 clusters Score -3703372 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3703880.750000 Penalty: 5150.125488
	Iteration 14Q: 3 clusters Score -3703881 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3704329.750000 Penalty: 5150.125488
	Iteration 15Q: 3 clusters Score -3704330 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3704724.250000 Penalty: 5150.125488
	Iteration 16Q: 3 clusters Score -3704724 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3705020.750000 Penalty: 5150.125488
	Iteration 17Q: 3 clusters Score -3705021 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3705275.500000 Penalty: 5150.125488
	Iteration 18Q: 3 clusters Score -3705276 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3705472.750000 Penalty: 5150.125488
	Iteration 19Q: 3 clusters Score -3705473 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3705655.500000 Penalty: 5150.125488
	Iteration 20F: 3 clusters Score -3705656 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3705811.000000 Penalty: 5150.125488
	Iteration 21Q: 3 clusters Score -3705811 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3705952.000000 Penalty: 5150.125488
	Iteration 22Q: 3 clusters Score -3705952 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3706133.250000 Penalty: 5150.125488
	Iteration 23Q: 3 clusters Score -3706133 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3706267.750000 Penalty: 5150.125488
	Iteration 24Q: 3 clusters Score -3706268 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3706375.250000 Penalty: 5150.125488
	Iteration 25Q: 3 clusters Score -3706375 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3706496.000000 Penalty: 5150.125488
	Iteration 26Q: 3 clusters Score -3706496 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3706587.500000 Penalty: 5150.125488
	Iteration 27Q: 3 clusters Score -3706588 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -3706665.750000 Penalty: 5150.125488
	Iteration 28Q: 3 clusters Score -3706666 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3706723.500000 Penalty: 5150.125488
	Iteration 29Q: 3 clusters Score -3706724 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3706762.750000 Penalty: 5150.125488
	Iteration 30Q: 3 clusters Score -3706763 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3706809.500000 Penalty: 5150.125488
	Iteration 31Q: 3 clusters Score -3706810 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3706851.750000 Penalty: 5150.125488
	Iteration 32Q: 3 clusters Score -3706852 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3706887.500000 Penalty: 5150.125488
	Iteration 33Q: 3 clusters Score -3706888 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -3706915.000000 Penalty: 5150.125488
	Iteration 34Q: 3 clusters Score -3706915 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -3706945.250000 Penalty: 5150.125488
	Iteration 35Q: 3 clusters Score -3706945 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3706972.000000 Penalty: 5150.125488
	Iteration 36Q: 3 clusters Score -3706972 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3707002.250000 Penalty: 5150.125488
	Iteration 37Q: 3 clusters Score -3707002 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3707028.250000 Penalty: 5150.125488
	Iteration 38Q: 3 clusters Score -3707028 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3707075.750000 Penalty: 5150.125488
	Iteration 39Q: 3 clusters Score -3707076 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3707083.250000 Penalty: 5150.125488
	Iteration 40F: 3 clusters Score -3707083 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3707128.250000 Penalty: 5150.125488
	Iteration 41Q: 3 clusters Score -3707128 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3707146.250000 Penalty: 5150.125488
	Iteration 42Q: 3 clusters Score -3707146 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3707164.750000 Penalty: 5150.125488
	Iteration 43Q: 3 clusters Score -3707165 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3707187.250000 Penalty: 5150.125488
	Iteration 44Q: 3 clusters Score -3707187 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3707220.250000 Penalty: 5150.125488
	Iteration 45Q: 3 clusters Score -3707220 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3707270.000000 Penalty: 5150.125488
	Iteration 46Q: 3 clusters Score -3707270 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3707314.750000 Penalty: 5150.125488
	Iteration 47Q: 3 clusters Score -3707315 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3707336.000000 Penalty: 5150.125488
	Iteration 48Q: 3 clusters Score -3707336 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -3707385.500000 Penalty: 5150.125488
	Iteration 49Q: 3 clusters Score -3707386 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3707415.000000 Penalty: 5150.125488
	Iteration 50Q: 3 clusters Score -3707415 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3707457.500000 Penalty: 5150.125488
	Iteration 51Q: 3 clusters Score -3707458 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3707525.750000 Penalty: 5150.125488
	Iteration 52Q: 3 clusters Score -3707526 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3707552.500000 Penalty: 5150.125488
	Iteration 53Q: 3 clusters Score -3707552 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3707619.500000 Penalty: 5150.125488
	Iteration 54Q: 3 clusters Score -3707620 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3707660.500000 Penalty: 5150.125488
	Iteration 55Q: 3 clusters Score -3707660 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3707722.250000 Penalty: 5150.125488
	Iteration 56Q: 3 clusters Score -3707722 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3707802.500000 Penalty: 5150.125488
	Iteration 57Q: 3 clusters Score -3707802 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3707888.000000 Penalty: 5150.125488
	Iteration 58Q: 3 clusters Score -3707888 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3707971.000000 Penalty: 5150.125488
	Iteration 59Q: 3 clusters Score -3707971 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -3708061.750000 Penalty: 5150.125488
	Iteration 60F: 3 clusters Score -3708062 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -3708167.500000 Penalty: 5150.125488
	Iteration 61Q: 3 clusters Score -3708168 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3708307.500000 Penalty: 5150.125488
	Iteration 62Q: 3 clusters Score -3708308 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3708448.000000 Penalty: 5150.125488
	Iteration 63Q: 3 clusters Score -3708448 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3708651.500000 Penalty: 5150.125488
	Iteration 64Q: 3 clusters Score -3708652 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -3708892.000000 Penalty: 5150.125488
	Iteration 65Q: 3 clusters Score -3708892 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3709163.000000 Penalty: 5150.125488
	Iteration 66Q: 3 clusters Score -3709163 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3709471.250000 Penalty: 5150.125488
	Iteration 67Q: 3 clusters Score -3709471 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3709850.750000 Penalty: 5150.125488
	Iteration 68Q: 3 clusters Score -3709851 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3710177.750000 Penalty: 5150.125488
	Iteration 69Q: 3 clusters Score -3710178 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3710446.500000 Penalty: 5150.125488
	Iteration 70Q: 3 clusters Score -3710446 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3710642.000000 Penalty: 5150.125488
	Iteration 71Q: 3 clusters Score -3710642 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3710744.750000 Penalty: 5150.125488
	Iteration 72Q: 3 clusters Score -3710745 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3710813.500000 Penalty: 5150.125488
	Iteration 73Q: 3 clusters Score -3710814 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3710857.500000 Penalty: 5150.125488
	Iteration 74Q: 3 clusters Score -3710858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3710882.750000 Penalty: 5150.125488
	Iteration 75Q: 3 clusters Score -3710883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3710906.750000 Penalty: 5150.125488
	Iteration 76Q: 3 clusters Score -3710907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3710919.750000 Penalty: 5150.125488
	Iteration 77Q: 3 clusters Score -3710920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3710923.250000 Penalty: 5150.125488
	Iteration 78Q: 3 clusters Score -3710923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3710933.750000 Penalty: 5150.125488
	Iteration 79Q: 3 clusters Score -3710934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3710940.000000 Penalty: 5150.125488
	Iteration 80F: 3 clusters Score -3710940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3710951.250000 Penalty: 5150.125488
	Iteration 81Q: 3 clusters Score -3710951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3710957.250000 Penalty: 5150.125488
	Iteration 82Q: 3 clusters Score -3710957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3710954.750000 Penalty: 5150.125488
	Iteration 83Q: 3 clusters Score -3710955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3710950.250000 Penalty: 5150.125488
	Iteration 84Q: 3 clusters Score -3710950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3710954.000000 Penalty: 5150.125488
	Iteration 85Q: 3 clusters Score -3710954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3710948.750000 Penalty: 5150.125488
	Iteration 86Q: 3 clusters Score -3710949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3710951.750000 Penalty: 5150.125488
	Iteration 87Q: 3 clusters Score -3710952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3710956.250000 Penalty: 5150.125488
	Iteration 88Q: 3 clusters Score -3710956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3710955.000000 Penalty: 5150.125488
	Iteration 89Q: 3 clusters Score -3710955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3710955.000000 Penalty: 5150.125488
	Iteration 90F: 3 clusters Score -3710955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Entering Unmasked Estep 
Score: -564300.500000 Penalty: 2118.967773
	Iteration 0F: 2 clusters Score -564300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -559707.000000 Penalty: 4237.935547
	Iteration 0F: 3 clusters Score -559707 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -560866.750000 Penalty: 4237.935547
	Iteration 1F: 3 clusters Score -560866.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -561133.875000 Penalty: 4237.935547
	Iteration 2F: 3 clusters Score -561133.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -561305.250000 Penalty: 4237.935547
	Iteration 3F: 3 clusters Score -561305.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -561433.562500 Penalty: 4237.935547
	Iteration 4Q: 3 clusters Score -561433.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -561564.250000 Penalty: 4237.935547
	Iteration 5Q: 3 clusters Score -561564.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -561719.500000 Penalty: 4237.935547
	Iteration 6Q: 3 clusters Score -561719.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -561859.250000 Penalty: 4237.935547
	Iteration 7Q: 3 clusters Score -561859.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -562006.625000 Penalty: 4237.935547
	Iteration 8Q: 3 clusters Score -562006.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -562127.250000 Penalty: 4237.935547
	Iteration 9Q: 3 clusters Score -562127.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -562239.187500 Penalty: 4237.935547
	Iteration 10Q: 3 clusters Score -562239.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -562352.875000 Penalty: 4237.935547
	Iteration 11Q: 3 clusters Score -562352.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -562453.250000 Penalty: 4237.935547
	Iteration 12Q: 3 clusters Score -562453.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -562548.187500 Penalty: 4237.935547
	Iteration 13Q: 3 clusters Score -562548.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -562621.562500 Penalty: 4237.935547
	Iteration 14Q: 3 clusters Score -562621.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -562678.687500 Penalty: 4237.935547
	Iteration 15Q: 3 clusters Score -562678.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -562717.187500 Penalty: 4237.935547
	Iteration 16Q: 3 clusters Score -562717.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -562752.625000 Penalty: 4237.935547
	Iteration 17Q: 3 clusters Score -562752.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -562786.562500 Penalty: 4237.935547
	Iteration 18Q: 3 clusters Score -562786.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -562821.562500 Penalty: 4237.935547
	Iteration 19Q: 3 clusters Score -562821.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -562850.875000 Penalty: 4237.935547
	Iteration 20F: 3 clusters Score -562850.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -562877.625000 Penalty: 4237.935547
	Iteration 21Q: 3 clusters Score -562877.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -562892.875000 Penalty: 4237.935547
	Iteration 22Q: 3 clusters Score -562892.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -562915.375000 Penalty: 4237.935547
	Iteration 23Q: 3 clusters Score -562915.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -562937.562500 Penalty: 4237.935547
	Iteration 24Q: 3 clusters Score -562937.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -562950.812500 Penalty: 4237.935547
	Iteration 25Q: 3 clusters Score -562950.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -562958.875000 Penalty: 4237.935547
	Iteration 26Q: 3 clusters Score -562958.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -562964.625000 Penalty: 4237.935547
	Iteration 27Q: 3 clusters Score -562964.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -562966.812500 Penalty: 4237.935547
	Iteration 28Q: 3 clusters Score -562966.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -562967.687500 Penalty: 4237.935547
	Iteration 29Q: 3 clusters Score -562967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -562968.687500 Penalty: 4237.935547
	Iteration 30Q: 3 clusters Score -562968.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -562969.375000 Penalty: 4237.935547
	Iteration 31Q: 3 clusters Score -562969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -562969.687500 Penalty: 4237.935547
	Iteration 32Q: 3 clusters Score -562969.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -562969.937500 Penalty: 4237.935547
	Iteration 33Q: 3 clusters Score -562969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -562971.500000 Penalty: 4237.935547
	Iteration 34Q: 3 clusters Score -562971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -562971.937500 Penalty: 4237.935547
	Iteration 35Q: 3 clusters Score -562971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -562971.937500 Penalty: 4237.935547
	Iteration 36F: 3 clusters Score -562971.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Entering Unmasked Estep 
Score: -7255949.500000 Penalty: 2730.738525
	Iteration 0F: 2 clusters Score -7255950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -7215233.000000 Penalty: 5461.477051
	Iteration 0F: 3 clusters Score -7215233 nChanged 28297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -7230889.000000 Penalty: 5461.477051
	Iteration 1F: 3 clusters Score -7230889 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -7231454.500000 Penalty: 5461.477051
	Iteration 2Q: 3 clusters Score -7231454 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -7232091.000000 Penalty: 5461.477051
	Iteration 3Q: 3 clusters Score -7232091 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -7232709.500000 Penalty: 5461.477051
	Iteration 4Q: 3 clusters Score -7232710 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -7233495.500000 Penalty: 5461.477051
	Iteration 5Q: 3 clusters Score -7233496 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -7234355.500000 Penalty: 5461.477051
	Iteration 6Q: 3 clusters Score -7234356 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -7235413.500000 Penalty: 5461.477051
	Iteration 7Q: 3 clusters Score -7235414 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -7236830.000000 Penalty: 5461.477051
	Iteration 8Q: 3 clusters Score -7236830 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -7238592.500000 Penalty: 5461.477051
	Iteration 9F: 3 clusters Score -7238592 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -7240703.500000 Penalty: 5461.477051
	Iteration 10F: 3 clusters Score -7240704 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -7243025.000000 Penalty: 5461.477051
	Iteration 11F: 3 clusters Score -7243025 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -7245122.500000 Penalty: 5461.477051
	Iteration 12Q: 3 clusters Score -7245122 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -7246676.000000 Penalty: 5461.477051
	Iteration 13Q: 3 clusters Score -7246676 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -7247861.000000 Penalty: 5461.477051
	Iteration 14Q: 3 clusters Score -7247861 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -7248724.000000 Penalty: 5461.477051
	Iteration 15Q: 3 clusters Score -7248724 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -7249332.000000 Penalty: 5461.477051
	Iteration 16Q: 3 clusters Score -7249332 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -7249872.000000 Penalty: 5461.477051
	Iteration 17Q: 3 clusters Score -7249872 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -7250386.500000 Penalty: 5461.477051
	Iteration 18Q: 3 clusters Score -7250386 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -7250868.500000 Penalty: 5461.477051
	Iteration 19Q: 3 clusters Score -7250868 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -7251206.000000 Penalty: 5461.477051
	Iteration 20F: 3 clusters Score -7251206 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -7251500.500000 Penalty: 5461.477051
	Iteration 21Q: 3 clusters Score -7251500 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -7251797.000000 Penalty: 5461.477051
	Iteration 22Q: 3 clusters Score -7251797 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -7252046.000000 Penalty: 5461.477051
	Iteration 23Q: 3 clusters Score -7252046 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -7252362.000000 Penalty: 5461.477051
	Iteration 24Q: 3 clusters Score -7252362 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7252597.000000 Penalty: 5461.477051
	Iteration 25Q: 3 clusters Score -7252597 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7252816.000000 Penalty: 5461.477051
	Iteration 26Q: 3 clusters Score -7252816 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7252997.500000 Penalty: 5461.477051
	Iteration 27Q: 3 clusters Score -7252998 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7253125.500000 Penalty: 5461.477051
	Iteration 28Q: 3 clusters Score -7253126 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7253237.000000 Penalty: 5461.477051
	Iteration 29Q: 3 clusters Score -7253237 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7253326.000000 Penalty: 5461.477051
	Iteration 30Q: 3 clusters Score -7253326 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7253387.000000 Penalty: 5461.477051
	Iteration 31Q: 3 clusters Score -7253387 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7253410.000000 Penalty: 5461.477051
	Iteration 32Q: 3 clusters Score -7253410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7253430.000000 Penalty: 5461.477051
	Iteration 33Q: 3 clusters Score -7253430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7253464.500000 Penalty: 5461.477051
	Iteration 34Q: 3 clusters Score -7253464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7253488.500000 Penalty: 5461.477051
	Iteration 35Q: 3 clusters Score -7253488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7253498.000000 Penalty: 5461.477051
	Iteration 36Q: 3 clusters Score -7253498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7253530.500000 Penalty: 5461.477051
	Iteration 37Q: 3 clusters Score -7253530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7253544.000000 Penalty: 5461.477051
	Iteration 38Q: 3 clusters Score -7253544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7253560.000000 Penalty: 5461.477051
	Iteration 39Q: 3 clusters Score -7253560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7253562.000000 Penalty: 5461.477051
	Iteration 40F: 3 clusters Score -7253562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7253576.000000 Penalty: 5461.477051
	Iteration 41Q: 3 clusters Score -7253576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7253589.500000 Penalty: 5461.477051
	Iteration 42Q: 3 clusters Score -7253590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7253598.000000 Penalty: 5461.477051
	Iteration 43Q: 3 clusters Score -7253598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7253597.500000 Penalty: 5461.477051
	Iteration 44Q: 3 clusters Score -7253598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7253602.000000 Penalty: 5461.477051
	Iteration 45Q: 3 clusters Score -7253602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59930 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7253607.000000 Penalty: 5461.477051
	Iteration 46Q: 3 clusters Score -7253607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7253621.000000 Penalty: 5461.477051
	Iteration 47Q: 3 clusters Score -7253621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7253630.500000 Penalty: 5461.477051
	Iteration 48Q: 3 clusters Score -7253630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7253634.500000 Penalty: 5461.477051
	Iteration 49Q: 3 clusters Score -7253634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7253652.000000 Penalty: 5461.477051
	Iteration 50Q: 3 clusters Score -7253652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7253648.500000 Penalty: 5461.477051
	Iteration 51Q: 3 clusters Score -7253648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7253648.000000 Penalty: 5461.477051
	Iteration 52Q: 3 clusters Score -7253648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7253657.000000 Penalty: 5461.477051
	Iteration 53Q: 3 clusters Score -7253657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7253665.500000 Penalty: 5461.477051
	Iteration 54Q: 3 clusters Score -7253666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7253664.500000 Penalty: 5461.477051
	Iteration 55Q: 3 clusters Score -7253664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7253664.500000 Penalty: 5461.477051
	Iteration 56Q: 3 clusters Score -7253664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7253660.500000 Penalty: 5461.477051
	Iteration 57Q: 3 clusters Score -7253660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7253662.500000 Penalty: 5461.477051
	Iteration 58Q: 3 clusters Score -7253662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7253666.000000 Penalty: 5461.477051
	Iteration 59Q: 3 clusters Score -7253666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7253666.000000 Penalty: 5461.477051
	Iteration 60F: 3 clusters Score -7253666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7253667.000000 Penalty: 5461.477051
	Iteration 61Q: 3 clusters Score -7253667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7253667.000000 Penalty: 5461.477051
	Iteration 62Q: 3 clusters Score -7253667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7253675.500000 Penalty: 5461.477051
	Iteration 63Q: 3 clusters Score -7253676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7253669.500000 Penalty: 5461.477051
	Iteration 64Q: 3 clusters Score -7253670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7253668.000000 Penalty: 5461.477051
	Iteration 65Q: 3 clusters Score -7253668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7253668.000000 Penalty: 5461.477051
	Iteration 66F: 3 clusters Score -7253668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Entering Unmasked Estep 
Score: -1450194.625000 Penalty: 2338.569824
	Iteration 0F: 2 clusters Score -1450195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1441050.750000 Penalty: 4677.139648
	Iteration 0F: 3 clusters Score -1441051 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1443986.625000 Penalty: 4677.139648
	Iteration 1F: 3 clusters Score -1443987 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1444502.000000 Penalty: 4677.139648
	Iteration 2F: 3 clusters Score -1444502 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1444948.500000 Penalty: 4677.139648
	Iteration 3F: 3 clusters Score -1444948 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1445418.375000 Penalty: 4677.139648
	Iteration 4F: 3 clusters Score -1445418 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1445916.250000 Penalty: 4677.139648
	Iteration 5F: 3 clusters Score -1445916 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1446425.750000 Penalty: 4677.139648
	Iteration 6F: 3 clusters Score -1446426 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1446962.500000 Penalty: 4677.139648
	Iteration 7F: 3 clusters Score -1446962 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1447400.750000 Penalty: 4677.139648
	Iteration 8Q: 3 clusters Score -1447401 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1447712.750000 Penalty: 4677.139648
	Iteration 9Q: 3 clusters Score -1447713 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1447948.000000 Penalty: 4677.139648
	Iteration 10Q: 3 clusters Score -1447948 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1448101.875000 Penalty: 4677.139648
	Iteration 11Q: 3 clusters Score -1448102 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1448212.750000 Penalty: 4677.139648
	Iteration 12Q: 3 clusters Score -1448213 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1448314.625000 Penalty: 4677.139648
	Iteration 13Q: 3 clusters Score -1448315 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1448379.250000 Penalty: 4677.139648
	Iteration 14Q: 3 clusters Score -1448379 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1448442.875000 Penalty: 4677.139648
	Iteration 15Q: 3 clusters Score -1448443 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1448492.375000 Penalty: 4677.139648
	Iteration 16Q: 3 clusters Score -1448492 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1448541.625000 Penalty: 4677.139648
	Iteration 17Q: 3 clusters Score -1448542 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1448586.000000 Penalty: 4677.139648
	Iteration 18Q: 3 clusters Score -1448586 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1448634.875000 Penalty: 4677.139648
	Iteration 19Q: 3 clusters Score -1448635 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1448696.625000 Penalty: 4677.139648
	Iteration 20F: 3 clusters Score -1448697 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1448768.875000 Penalty: 4677.139648
	Iteration 21Q: 3 clusters Score -1448769 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1448854.000000 Penalty: 4677.139648
	Iteration 22Q: 3 clusters Score -1448854 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1448939.000000 Penalty: 4677.139648
	Iteration 23Q: 3 clusters Score -1448939 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1449035.125000 Penalty: 4677.139648
	Iteration 24Q: 3 clusters Score -1449035 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1449108.500000 Penalty: 4677.139648
	Iteration 25Q: 3 clusters Score -1449108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1449162.875000 Penalty: 4677.139648
	Iteration 26Q: 3 clusters Score -1449163 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1449205.500000 Penalty: 4677.139648
	Iteration 27Q: 3 clusters Score -1449206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1449235.250000 Penalty: 4677.139648
	Iteration 28Q: 3 clusters Score -1449235 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1449253.125000 Penalty: 4677.139648
	Iteration 29Q: 3 clusters Score -1449253 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1449271.250000 Penalty: 4677.139648
	Iteration 30Q: 3 clusters Score -1449271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1449282.875000 Penalty: 4677.139648
	Iteration 31Q: 3 clusters Score -1449283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1449288.125000 Penalty: 4677.139648
	Iteration 32Q: 3 clusters Score -1449288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1449292.125000 Penalty: 4677.139648
	Iteration 33Q: 3 clusters Score -1449292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1449303.875000 Penalty: 4677.139648
	Iteration 34Q: 3 clusters Score -1449304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1449308.625000 Penalty: 4677.139648
	Iteration 35Q: 3 clusters Score -1449309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1449308.250000 Penalty: 4677.139648
	Iteration 36Q: 3 clusters Score -1449308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1449316.750000 Penalty: 4677.139648
	Iteration 37Q: 3 clusters Score -1449317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1449315.875000 Penalty: 4677.139648
	Iteration 38Q: 3 clusters Score -1449316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1449324.375000 Penalty: 4677.139648
	Iteration 39Q: 3 clusters Score -1449324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1449325.750000 Penalty: 4677.139648
	Iteration 40F: 3 clusters Score -1449326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1449325.250000 Penalty: 4677.139648
	Iteration 41Q: 3 clusters Score -1449325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1449325.500000 Penalty: 4677.139648
	Iteration 42Q: 3 clusters Score -1449326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1449329.375000 Penalty: 4677.139648
	Iteration 43Q: 3 clusters Score -1449329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1449335.500000 Penalty: 4677.139648
	Iteration 44Q: 3 clusters Score -1449336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1449333.250000 Penalty: 4677.139648
	Iteration 45Q: 3 clusters Score -1449333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1449335.625000 Penalty: 4677.139648
	Iteration 46Q: 3 clusters Score -1449336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1449341.625000 Penalty: 4677.139648
	Iteration 47Q: 3 clusters Score -1449342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1449340.500000 Penalty: 4677.139648
	Iteration 48Q: 3 clusters Score -1449340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1449340.250000 Penalty: 4677.139648
	Iteration 49Q: 3 clusters Score -1449340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1449340.000000 Penalty: 4677.139648
	Iteration 50Q: 3 clusters Score -1449340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1449342.750000 Penalty: 4677.139648
	Iteration 51Q: 3 clusters Score -1449343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1449341.250000 Penalty: 4677.139648
	Iteration 52Q: 3 clusters Score -1449341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1449342.250000 Penalty: 4677.139648
	Iteration 53Q: 3 clusters Score -1449342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1449344.125000 Penalty: 4677.139648
	Iteration 54Q: 3 clusters Score -1449344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1449342.250000 Penalty: 4677.139648
	Iteration 55Q: 3 clusters Score -1449342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1449347.250000 Penalty: 4677.139648
	Iteration 56Q: 3 clusters Score -1449347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1449345.625000 Penalty: 4677.139648
	Iteration 57Q: 3 clusters Score -1449346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1449344.250000 Penalty: 4677.139648
	Iteration 58Q: 3 clusters Score -1449344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1449345.625000 Penalty: 4677.139648
	Iteration 59Q: 3 clusters Score -1449346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1449345.625000 Penalty: 4677.139648
	Iteration 60F: 3 clusters Score -1449346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1449342.500000 Penalty: 4677.139648
	Iteration 61Q: 3 clusters Score -1449342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1449346.750000 Penalty: 4677.139648
	Iteration 62Q: 3 clusters Score -1449347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1449348.000000 Penalty: 4677.139648
	Iteration 63Q: 3 clusters Score -1449348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1449345.500000 Penalty: 4677.139648
	Iteration 64Q: 3 clusters Score -1449346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1449349.375000 Penalty: 4677.139648
	Iteration 65Q: 3 clusters Score -1449349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1449349.250000 Penalty: 4677.139648
	Iteration 66Q: 3 clusters Score -1449349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1449350.875000 Penalty: 4677.139648
	Iteration 67Q: 3 clusters Score -1449351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1449352.625000 Penalty: 4677.139648
	Iteration 68Q: 3 clusters Score -1449353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1449352.750000 Penalty: 4677.139648
	Iteration 69Q: 3 clusters Score -1449353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1449355.625000 Penalty: 4677.139648
	Iteration 70Q: 3 clusters Score -1449356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1449353.625000 Penalty: 4677.139648
	Iteration 71Q: 3 clusters Score -1449354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1449351.750000 Penalty: 4677.139648
	Iteration 72Q: 3 clusters Score -1449352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1449356.500000 Penalty: 4677.139648
	Iteration 73Q: 3 clusters Score -1449356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1449353.625000 Penalty: 4677.139648
	Iteration 74Q: 3 clusters Score -1449354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1449356.000000 Penalty: 4677.139648
	Iteration 75Q: 3 clusters Score -1449356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1449359.750000 Penalty: 4677.139648
	Iteration 76Q: 3 clusters Score -1449360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1449362.125000 Penalty: 4677.139648
	Iteration 77Q: 3 clusters Score -1449362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1449366.875000 Penalty: 4677.139648
	Iteration 78Q: 3 clusters Score -1449367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1449369.375000 Penalty: 4677.139648
	Iteration 79Q: 3 clusters Score -1449369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1449370.875000 Penalty: 4677.139648
	Iteration 80F: 3 clusters Score -1449371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1449377.750000 Penalty: 4677.139648
	Iteration 81Q: 3 clusters Score -1449378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1449383.250000 Penalty: 4677.139648
	Iteration 82Q: 3 clusters Score -1449383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1449383.500000 Penalty: 4677.139648
	Iteration 83Q: 3 clusters Score -1449384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1449390.875000 Penalty: 4677.139648
	Iteration 84Q: 3 clusters Score -1449391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1449392.875000 Penalty: 4677.139648
	Iteration 85Q: 3 clusters Score -1449393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1449390.125000 Penalty: 4677.139648
	Iteration 86Q: 3 clusters Score -1449390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1449393.625000 Penalty: 4677.139648
	Iteration 87Q: 3 clusters Score -1449394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1449395.375000 Penalty: 4677.139648
	Iteration 88Q: 3 clusters Score -1449395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1449397.500000 Penalty: 4677.139648
	Iteration 89Q: 3 clusters Score -1449398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1449398.375000 Penalty: 4677.139648
	Iteration 90Q: 3 clusters Score -1449398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1449399.500000 Penalty: 4677.139648
	Iteration 91Q: 3 clusters Score -1449400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1449400.250000 Penalty: 4677.139648
	Iteration 92Q: 3 clusters Score -1449400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1449400.250000 Penalty: 4677.139648
	Iteration 93F: 3 clusters Score -1449400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Entering Unmasked Estep 
Score: -1017354.062500 Penalty: 2243.947021
	Iteration 0F: 2 clusters Score -1017354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1010654.312500 Penalty: 4487.894043
	Iteration 0F: 3 clusters Score -1010654 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1012447.000000 Penalty: 4487.894043
	Iteration 1F: 3 clusters Score -1012447 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1012692.125000 Penalty: 4487.894043
	Iteration 2F: 3 clusters Score -1012692 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1012855.875000 Penalty: 4487.894043
	Iteration 3Q: 3 clusters Score -1012856 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1012972.375000 Penalty: 4487.894043
	Iteration 4Q: 3 clusters Score -1012972 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1013072.437500 Penalty: 4487.894043
	Iteration 5Q: 3 clusters Score -1013072 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1013154.812500 Penalty: 4487.894043
	Iteration 6Q: 3 clusters Score -1013155 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1013214.125000 Penalty: 4487.894043
	Iteration 7Q: 3 clusters Score -1013214 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1013266.812500 Penalty: 4487.894043
	Iteration 8Q: 3 clusters Score -1013267 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1013303.000000 Penalty: 4487.894043
	Iteration 9Q: 3 clusters Score -1013303 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1013334.000000 Penalty: 4487.894043
	Iteration 10Q: 3 clusters Score -1013334 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1013361.812500 Penalty: 4487.894043
	Iteration 11Q: 3 clusters Score -1013362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1013388.562500 Penalty: 4487.894043
	Iteration 12Q: 3 clusters Score -1013389 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1013418.500000 Penalty: 4487.894043
	Iteration 13Q: 3 clusters Score -1013418 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1013449.312500 Penalty: 4487.894043
	Iteration 14Q: 3 clusters Score -1013449 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1013472.875000 Penalty: 4487.894043
	Iteration 15Q: 3 clusters Score -1013473 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1013498.187500 Penalty: 4487.894043
	Iteration 16Q: 3 clusters Score -1013498 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1013529.625000 Penalty: 4487.894043
	Iteration 17Q: 3 clusters Score -1013530 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1013574.437500 Penalty: 4487.894043
	Iteration 18Q: 3 clusters Score -1013574 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1013624.812500 Penalty: 4487.894043
	Iteration 19Q: 3 clusters Score -1013625 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1013686.312500 Penalty: 4487.894043
	Iteration 20F: 3 clusters Score -1013686 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1013751.187500 Penalty: 4487.894043
	Iteration 21Q: 3 clusters Score -1013751 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1013818.687500 Penalty: 4487.894043
	Iteration 22Q: 3 clusters Score -1013819 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1013904.750000 Penalty: 4487.894043
	Iteration 23Q: 3 clusters Score -1013905 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1014001.937500 Penalty: 4487.894043
	Iteration 24Q: 3 clusters Score -1014002 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1014130.500000 Penalty: 4487.894043
	Iteration 25Q: 3 clusters Score -1014130 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1014279.687500 Penalty: 4487.894043
	Iteration 26Q: 3 clusters Score -1014280 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1014463.812500 Penalty: 4487.894043
	Iteration 27Q: 3 clusters Score -1014464 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1014648.500000 Penalty: 4487.894043
	Iteration 28Q: 3 clusters Score -1014648 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1014828.187500 Penalty: 4487.894043
	Iteration 29Q: 3 clusters Score -1014828 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1015007.062500 Penalty: 4487.894043
	Iteration 30Q: 3 clusters Score -1015007 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1015160.437500 Penalty: 4487.894043
	Iteration 31Q: 3 clusters Score -1015160 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1015279.000000 Penalty: 4487.894043
	Iteration 32Q: 3 clusters Score -1015279 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1015355.187500 Penalty: 4487.894043
	Iteration 33Q: 3 clusters Score -1015355 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1015420.875000 Penalty: 4487.894043
	Iteration 34Q: 3 clusters Score -1015421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1015457.937500 Penalty: 4487.894043
	Iteration 35Q: 3 clusters Score -1015458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1015491.312500 Penalty: 4487.894043
	Iteration 36Q: 3 clusters Score -1015491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1015518.062500 Penalty: 4487.894043
	Iteration 37Q: 3 clusters Score -1015518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1015535.250000 Penalty: 4487.894043
	Iteration 38Q: 3 clusters Score -1015535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1015548.875000 Penalty: 4487.894043
	Iteration 39Q: 3 clusters Score -1015549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1015562.062500 Penalty: 4487.894043
	Iteration 40F: 3 clusters Score -1015562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1015569.500000 Penalty: 4487.894043
	Iteration 41Q: 3 clusters Score -1015570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1015572.187500 Penalty: 4487.894043
	Iteration 42Q: 3 clusters Score -1015572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1015573.687500 Penalty: 4487.894043
	Iteration 43Q: 3 clusters Score -1015574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1015575.500000 Penalty: 4487.894043
	Iteration 44Q: 3 clusters Score -1015576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1015575.750000 Penalty: 4487.894043
	Iteration 45Q: 3 clusters Score -1015576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1015576.312500 Penalty: 4487.894043
	Iteration 46Q: 3 clusters Score -1015576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1015576.312500 Penalty: 4487.894043
	Iteration 47F: 3 clusters Score -1015576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Entering Unmasked Estep 
Score: -7614866.500000 Penalty: 2744.727783
	Iteration 0F: 2 clusters Score -7614866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -7572090.000000 Penalty: 5489.455566
	Iteration 0F: 3 clusters Score -7572090 nChanged 29799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -7588989.000000 Penalty: 5489.455566
	Iteration 1F: 3 clusters Score -7588989 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -7590006.500000 Penalty: 5489.455566
	Iteration 2Q: 3 clusters Score -7590006 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -7591335.500000 Penalty: 5489.455566
	Iteration 3Q: 3 clusters Score -7591336 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -7593028.000000 Penalty: 5489.455566
	Iteration 4F: 3 clusters Score -7593028 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -7595376.000000 Penalty: 5489.455566
	Iteration 5F: 3 clusters Score -7595376 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -7598592.500000 Penalty: 5489.455566
	Iteration 6F: 3 clusters Score -7598592 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -7602716.500000 Penalty: 5489.455566
	Iteration 7F: 3 clusters Score -7602716 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -7606768.000000 Penalty: 5489.455566
	Iteration 8F: 3 clusters Score -7606768 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -7609442.500000 Penalty: 5489.455566
	Iteration 9F: 3 clusters Score -7609442 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -7610550.500000 Penalty: 5489.455566
	Iteration 10Q: 3 clusters Score -7610550 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -7610950.500000 Penalty: 5489.455566
	Iteration 11Q: 3 clusters Score -7610950 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -7611145.500000 Penalty: 5489.455566
	Iteration 12Q: 3 clusters Score -7611146 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -7611316.000000 Penalty: 5489.455566
	Iteration 13Q: 3 clusters Score -7611316 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -7611446.500000 Penalty: 5489.455566
	Iteration 14Q: 3 clusters Score -7611446 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -7611502.500000 Penalty: 5489.455566
	Iteration 15Q: 3 clusters Score -7611502 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -7611527.000000 Penalty: 5489.455566
	Iteration 16Q: 3 clusters Score -7611527 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -7611556.000000 Penalty: 5489.455566
	Iteration 17Q: 3 clusters Score -7611556 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -7611630.000000 Penalty: 5489.455566
	Iteration 18Q: 3 clusters Score -7611630 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -7611640.500000 Penalty: 5489.455566
	Iteration 19Q: 3 clusters Score -7611640 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -7611714.500000 Penalty: 5489.455566
	Iteration 20F: 3 clusters Score -7611714 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -7611780.000000 Penalty: 5489.455566
	Iteration 21Q: 3 clusters Score -7611780 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -7611823.000000 Penalty: 5489.455566
	Iteration 22Q: 3 clusters Score -7611823 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -7611848.000000 Penalty: 5489.455566
	Iteration 23Q: 3 clusters Score -7611848 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -7611874.000000 Penalty: 5489.455566
	Iteration 24Q: 3 clusters Score -7611874 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -7611920.000000 Penalty: 5489.455566
	Iteration 25Q: 3 clusters Score -7611920 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -7611970.500000 Penalty: 5489.455566
	Iteration 26Q: 3 clusters Score -7611970 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -7611997.000000 Penalty: 5489.455566
	Iteration 27Q: 3 clusters Score -7611997 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -7612052.000000 Penalty: 5489.455566
	Iteration 28Q: 3 clusters Score -7612052 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -7612074.500000 Penalty: 5489.455566
	Iteration 29Q: 3 clusters Score -7612074 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -7612101.500000 Penalty: 5489.455566
	Iteration 30Q: 3 clusters Score -7612102 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -7612104.500000 Penalty: 5489.455566
	Iteration 31Q: 3 clusters Score -7612104 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -7612155.000000 Penalty: 5489.455566
	Iteration 32Q: 3 clusters Score -7612155 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -7612197.500000 Penalty: 5489.455566
	Iteration 33Q: 3 clusters Score -7612198 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -7612213.000000 Penalty: 5489.455566
	Iteration 34Q: 3 clusters Score -7612213 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -7612238.000000 Penalty: 5489.455566
	Iteration 35Q: 3 clusters Score -7612238 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -7612251.000000 Penalty: 5489.455566
	Iteration 36Q: 3 clusters Score -7612251 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -7612290.000000 Penalty: 5489.455566
	Iteration 37Q: 3 clusters Score -7612290 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -7612329.000000 Penalty: 5489.455566
	Iteration 38Q: 3 clusters Score -7612329 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -7612311.500000 Penalty: 5489.455566
	Iteration 39Q: 3 clusters Score -7612312 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -7612325.500000 Penalty: 5489.455566
	Iteration 40F: 3 clusters Score -7612326 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -7612379.500000 Penalty: 5489.455566
	Iteration 41Q: 3 clusters Score -7612380 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -7612414.000000 Penalty: 5489.455566
	Iteration 42Q: 3 clusters Score -7612414 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -7612437.500000 Penalty: 5489.455566
	Iteration 43Q: 3 clusters Score -7612438 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -7612427.500000 Penalty: 5489.455566
	Iteration 44Q: 3 clusters Score -7612428 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -7612417.500000 Penalty: 5489.455566
	Iteration 45Q: 3 clusters Score -7612418 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -7612433.000000 Penalty: 5489.455566
	Iteration 46Q: 3 clusters Score -7612433 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -7612434.000000 Penalty: 5489.455566
	Iteration 47Q: 3 clusters Score -7612434 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -7612484.000000 Penalty: 5489.455566
	Iteration 48Q: 3 clusters Score -7612484 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -7612493.000000 Penalty: 5489.455566
	Iteration 49Q: 3 clusters Score -7612493 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -7612528.000000 Penalty: 5489.455566
	Iteration 50Q: 3 clusters Score -7612528 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -7612533.500000 Penalty: 5489.455566
	Iteration 51Q: 3 clusters Score -7612534 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -7612552.000000 Penalty: 5489.455566
	Iteration 52Q: 3 clusters Score -7612552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -7612542.000000 Penalty: 5489.455566
	Iteration 53Q: 3 clusters Score -7612542 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -7612542.500000 Penalty: 5489.455566
	Iteration 54Q: 3 clusters Score -7612542 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -7612545.500000 Penalty: 5489.455566
	Iteration 55Q: 3 clusters Score -7612546 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -7612555.500000 Penalty: 5489.455566
	Iteration 56Q: 3 clusters Score -7612556 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -7612561.000000 Penalty: 5489.455566
	Iteration 57Q: 3 clusters Score -7612561 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -7612558.000000 Penalty: 5489.455566
	Iteration 58Q: 3 clusters Score -7612558 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -7612571.500000 Penalty: 5489.455566
	Iteration 59Q: 3 clusters Score -7612572 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -7612581.000000 Penalty: 5489.455566
	Iteration 60F: 3 clusters Score -7612581 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -7612568.500000 Penalty: 5489.455566
	Iteration 61Q: 3 clusters Score -7612568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -7612575.000000 Penalty: 5489.455566
	Iteration 62Q: 3 clusters Score -7612575 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -7612580.500000 Penalty: 5489.455566
	Iteration 63Q: 3 clusters Score -7612580 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -7612573.000000 Penalty: 5489.455566
	Iteration 64Q: 3 clusters Score -7612573 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -7612589.500000 Penalty: 5489.455566
	Iteration 65Q: 3 clusters Score -7612590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -7612593.000000 Penalty: 5489.455566
	Iteration 66Q: 3 clusters Score -7612593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -7612582.000000 Penalty: 5489.455566
	Iteration 67Q: 3 clusters Score -7612582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -7612578.500000 Penalty: 5489.455566
	Iteration 68Q: 3 clusters Score -7612578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -7612578.500000 Penalty: 5489.455566
	Iteration 69Q: 3 clusters Score -7612578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -7612581.000000 Penalty: 5489.455566
	Iteration 70Q: 3 clusters Score -7612581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -7612573.000000 Penalty: 5489.455566
	Iteration 71Q: 3 clusters Score -7612573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -7612575.000000 Penalty: 5489.455566
	Iteration 72Q: 3 clusters Score -7612575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -7612591.000000 Penalty: 5489.455566
	Iteration 73Q: 3 clusters Score -7612591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -7612587.500000 Penalty: 5489.455566
	Iteration 74Q: 3 clusters Score -7612588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -7612581.500000 Penalty: 5489.455566
	Iteration 75Q: 3 clusters Score -7612582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -7612574.500000 Penalty: 5489.455566
	Iteration 76Q: 3 clusters Score -7612574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -7612576.000000 Penalty: 5489.455566
	Iteration 77Q: 3 clusters Score -7612576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -7612580.500000 Penalty: 5489.455566
	Iteration 78Q: 3 clusters Score -7612580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -7612577.000000 Penalty: 5489.455566
	Iteration 79Q: 3 clusters Score -7612577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -7612573.000000 Penalty: 5489.455566
	Iteration 80F: 3 clusters Score -7612573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -7612584.500000 Penalty: 5489.455566
	Iteration 81Q: 3 clusters Score -7612584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -7612584.500000 Penalty: 5489.455566
	Iteration 82Q: 3 clusters Score -7612584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -7612590.000000 Penalty: 5489.455566
	Iteration 83Q: 3 clusters Score -7612590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -7612584.000000 Penalty: 5489.455566
	Iteration 84Q: 3 clusters Score -7612584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -7612585.000000 Penalty: 5489.455566
	Iteration 85Q: 3 clusters Score -7612585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -7612590.000000 Penalty: 5489.455566
	Iteration 86Q: 3 clusters Score -7612590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -7612584.000000 Penalty: 5489.455566
	Iteration 87Q: 3 clusters Score -7612584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -7612575.000000 Penalty: 5489.455566
	Iteration 88Q: 3 clusters Score -7612575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -7612575.500000 Penalty: 5489.455566
	Iteration 89Q: 3 clusters Score -7612576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -7612578.500000 Penalty: 5489.455566
	Iteration 90Q: 3 clusters Score -7612578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -7612574.000000 Penalty: 5489.455566
	Iteration 91Q: 3 clusters Score -7612574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -7612582.000000 Penalty: 5489.455566
	Iteration 92Q: 3 clusters Score -7612582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -7612585.000000 Penalty: 5489.455566
	Iteration 93Q: 3 clusters Score -7612585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -7612585.000000 Penalty: 5489.455566
	Iteration 94Q: 3 clusters Score -7612585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -7612585.500000 Penalty: 5489.455566
	Iteration 95Q: 3 clusters Score -7612586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -7612585.500000 Penalty: 5489.455566
	Iteration 96Q: 3 clusters Score -7612586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -7612578.500000 Penalty: 5489.455566
	Iteration 97Q: 3 clusters Score -7612578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -7612581.500000 Penalty: 5489.455566
	Iteration 98Q: 3 clusters Score -7612582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -7612581.000000 Penalty: 5489.455566
	Iteration 99Q: 3 clusters Score -7612581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -7612585.000000 Penalty: 5489.455566
	Iteration 100F: 3 clusters Score -7612585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -7612577.500000 Penalty: 5489.455566
	Iteration 101Q: 3 clusters Score -7612578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -7612586.000000 Penalty: 5489.455566
	Iteration 102Q: 3 clusters Score -7612586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -7612576.000000 Penalty: 5489.455566
	Iteration 103Q: 3 clusters Score -7612576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -7612580.500000 Penalty: 5489.455566
	Iteration 104Q: 3 clusters Score -7612580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -7612573.000000 Penalty: 5489.455566
	Iteration 105Q: 3 clusters Score -7612573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -7612579.000000 Penalty: 5489.455566
	Iteration 106Q: 3 clusters Score -7612579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -7612579.000000 Penalty: 5489.455566
	Iteration 107Q: 3 clusters Score -7612579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -7612581.000000 Penalty: 5489.455566
	Iteration 108Q: 3 clusters Score -7612581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -7612581.500000 Penalty: 5489.455566
	Iteration 109Q: 3 clusters Score -7612582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -7612588.000000 Penalty: 5489.455566
	Iteration 110Q: 3 clusters Score -7612588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -7612588.000000 Penalty: 5489.455566
	Iteration 111Q: 3 clusters Score -7612588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -7612583.500000 Penalty: 5489.455566
	Iteration 112Q: 3 clusters Score -7612584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -7612591.500000 Penalty: 5489.455566
	Iteration 113Q: 3 clusters Score -7612592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -7612592.500000 Penalty: 5489.455566
	Iteration 114Q: 3 clusters Score -7612592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -7612591.000000 Penalty: 5489.455566
	Iteration 115Q: 3 clusters Score -7612591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -7612587.500000 Penalty: 5489.455566
	Iteration 116Q: 3 clusters Score -7612588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -7612597.000000 Penalty: 5489.455566
	Iteration 117Q: 3 clusters Score -7612597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7612590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -7612590.000000 Penalty: 5489.455566
	Iteration 119F: 3 clusters Score -7612590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (95886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95886 members 
Entering Unmasked Estep 
Score: -11444207.000000 Penalty: 2844.786865
	Iteration 0F: 2 clusters Score -1.144421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -11379868.000000 Penalty: 5689.573730
	Iteration 0F: 3 clusters Score -1.137987e+07 nChanged 45279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -11405789.000000 Penalty: 5689.573730
	Iteration 1F: 3 clusters Score -1.140579e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -11406660.000000 Penalty: 5689.573730
	Iteration 2Q: 3 clusters Score -1.140666e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -11407512.000000 Penalty: 5689.573730
	Iteration 3Q: 3 clusters Score -1.140751e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -11408858.000000 Penalty: 5689.573730
	Iteration 4Q: 3 clusters Score -1.140886e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -11411094.000000 Penalty: 5689.573730
	Iteration 5F: 3 clusters Score -1.141109e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -11414640.000000 Penalty: 5689.573730
	Iteration 6F: 3 clusters Score -1.141464e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -11420104.000000 Penalty: 5689.573730
	Iteration 7F: 3 clusters Score -1.14201e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -11426525.000000 Penalty: 5689.573730
	Iteration 8F: 3 clusters Score -1.142652e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -11432687.000000 Penalty: 5689.573730
	Iteration 9F: 3 clusters Score -1.143269e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 88181 members 
Entering Unmasked Estep 
Score: -11437080.000000 Penalty: 5689.573730
	Iteration 10F: 3 clusters Score -1.143708e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -11439698.000000 Penalty: 5689.573730
	Iteration 11Q: 3 clusters Score -1.14397e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 92990 members 
Entering Unmasked Estep 
Score: -11440930.000000 Penalty: 5689.573730
	Iteration 12Q: 3 clusters Score -1.144093e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -11441525.000000 Penalty: 5689.573730
	Iteration 13Q: 3 clusters Score -1.144152e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 94339 members 
Entering Unmasked Estep 
Score: -11441724.000000 Penalty: 5689.573730
	Iteration 14Q: 3 clusters Score -1.144172e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 94571 members 
Entering Unmasked Estep 
Score: -11441865.000000 Penalty: 5689.573730
	Iteration 15Q: 3 clusters Score -1.144186e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 94717 members 
Entering Unmasked Estep 
Score: -11441971.000000 Penalty: 5689.573730
	Iteration 16Q: 3 clusters Score -1.144197e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 94832 members 
Entering Unmasked Estep 
Score: -11442038.000000 Penalty: 5689.573730
	Iteration 17Q: 3 clusters Score -1.144204e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 94888 members 
Entering Unmasked Estep 
Score: -11442066.000000 Penalty: 5689.573730
	Iteration 18Q: 3 clusters Score -1.144207e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -11442098.000000 Penalty: 5689.573730
	Iteration 19Q: 3 clusters Score -1.14421e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 94951 members 
Entering Unmasked Estep 
Score: -11442128.000000 Penalty: 5689.573730
	Iteration 20F: 3 clusters Score -1.144213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -11442141.000000 Penalty: 5689.573730
	Iteration 21Q: 3 clusters Score -1.144214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 94993 members 
Entering Unmasked Estep 
Score: -11442141.000000 Penalty: 5689.573730
	Iteration 22Q: 3 clusters Score -1.144214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 95003 members 
Entering Unmasked Estep 
Score: -11442152.000000 Penalty: 5689.573730
	Iteration 23Q: 3 clusters Score -1.144215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -11442161.000000 Penalty: 5689.573730
	Iteration 24Q: 3 clusters Score -1.144216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 95024 members 
Entering Unmasked Estep 
Score: -11442163.000000 Penalty: 5689.573730
	Iteration 25Q: 3 clusters Score -1.144216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 95027 members 
Entering Unmasked Estep 
Score: -11442161.000000 Penalty: 5689.573730
	Iteration 26Q: 3 clusters Score -1.144216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 95033 members 
Entering Unmasked Estep 
Score: -11442179.000000 Penalty: 5689.573730
	Iteration 27Q: 3 clusters Score -1.144218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 95035 members 
Entering Unmasked Estep 
Score: -11442184.000000 Penalty: 5689.573730
	Iteration 28Q: 3 clusters Score -1.144218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 95038 members 
Entering Unmasked Estep 
Score: -11442172.000000 Penalty: 5689.573730
	Iteration 29Q: 3 clusters Score -1.144217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 95037 members 
Entering Unmasked Estep 
Score: -11442173.000000 Penalty: 5689.573730
	Iteration 30Q: 3 clusters Score -1.144217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 95037 members 
Entering Unmasked Estep 
Score: -11442173.000000 Penalty: 5689.573730
	Iteration 31F: 3 clusters Score -1.144217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (216705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216705 members 
Entering Unmasked Estep 
Score: -25582260.000000 Penalty: 3047.000488
	Iteration 0F: 2 clusters Score -2.558226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108303 members 
Mstep: Class 2 contains 108402 members 
Entering Unmasked Estep 
Score: -25443898.000000 Penalty: 6094.000977
	Iteration 0F: 3 clusters Score -2.54439e+07 nChanged 104445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107276 members 
Mstep: Class 2 contains 109429 members 
Entering Unmasked Estep 
Score: -25505002.000000 Penalty: 6094.000977
	Iteration 1F: 3 clusters Score -2.5505e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106601 members 
Mstep: Class 2 contains 110104 members 
Entering Unmasked Estep 
Score: -25506674.000000 Penalty: 6094.000977
	Iteration 2Q: 3 clusters Score -2.550667e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105617 members 
Mstep: Class 2 contains 111088 members 
Entering Unmasked Estep 
Score: -25508476.000000 Penalty: 6094.000977
	Iteration 3Q: 3 clusters Score -2.550848e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 112690 members 
Entering Unmasked Estep 
Score: -25510808.000000 Penalty: 6094.000977
	Iteration 4Q: 3 clusters Score -2.551081e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 114956 members 
Entering Unmasked Estep 
Score: -25513868.000000 Penalty: 6094.000977
	Iteration 5Q: 3 clusters Score -2.551387e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98675 members 
Mstep: Class 2 contains 118030 members 
Entering Unmasked Estep 
Score: -25518248.000000 Penalty: 6094.000977
	Iteration 6Q: 3 clusters Score -2.551825e+07 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 121956 members 
Entering Unmasked Estep 
Score: -25523620.000000 Penalty: 6094.000977
	Iteration 7F: 3 clusters Score -2.552362e+07 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90302 members 
Mstep: Class 2 contains 126403 members 
Entering Unmasked Estep 
Score: -25530564.000000 Penalty: 6094.000977
	Iteration 8F: 3 clusters Score -2.553056e+07 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 130759 members 
Entering Unmasked Estep 
Score: -25538812.000000 Penalty: 6094.000977
	Iteration 9F: 3 clusters Score -2.553881e+07 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 134404 members 
Entering Unmasked Estep 
Score: -25545860.000000 Penalty: 6094.000977
	Iteration 10F: 3 clusters Score -2.554586e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79571 members 
Mstep: Class 2 contains 137134 members 
Entering Unmasked Estep 
Score: -25550140.000000 Penalty: 6094.000977
	Iteration 11Q: 3 clusters Score -2.555014e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 139656 members 
Entering Unmasked Estep 
Score: -25551620.000000 Penalty: 6094.000977
	Iteration 12Q: 3 clusters Score -2.555162e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 142176 members 
Entering Unmasked Estep 
Score: -25552236.000000 Penalty: 6094.000977
	Iteration 13Q: 3 clusters Score -2.555224e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 144805 members 
Entering Unmasked Estep 
Score: -25552960.000000 Penalty: 6094.000977
	Iteration 14Q: 3 clusters Score -2.555296e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 147686 members 
Entering Unmasked Estep 
Score: -25553546.000000 Penalty: 6094.000977
	Iteration 15Q: 3 clusters Score -2.555355e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65884 members 
Mstep: Class 2 contains 150821 members 
Entering Unmasked Estep 
Score: -25554252.000000 Penalty: 6094.000977
	Iteration 16Q: 3 clusters Score -2.555425e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 154057 members 
Entering Unmasked Estep 
Score: -25554970.000000 Penalty: 6094.000977
	Iteration 17Q: 3 clusters Score -2.555497e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 157370 members 
Entering Unmasked Estep 
Score: -25555656.000000 Penalty: 6094.000977
	Iteration 18Q: 3 clusters Score -2.555566e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 160786 members 
Entering Unmasked Estep 
Score: -25556320.000000 Penalty: 6094.000977
	Iteration 19Q: 3 clusters Score -2.555632e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -25557068.000000 Penalty: 6094.000977
	Iteration 20F: 3 clusters Score -2.555707e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 167954 members 
Entering Unmasked Estep 
Score: -25558028.000000 Penalty: 6094.000977
	Iteration 21Q: 3 clusters Score -2.555803e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 171573 members 
Entering Unmasked Estep 
Score: -25558988.000000 Penalty: 6094.000977
	Iteration 22Q: 3 clusters Score -2.555899e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 175170 members 
Entering Unmasked Estep 
Score: -25560066.000000 Penalty: 6094.000977
	Iteration 23Q: 3 clusters Score -2.556007e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 178745 members 
Entering Unmasked Estep 
Score: -25561220.000000 Penalty: 6094.000977
	Iteration 24Q: 3 clusters Score -2.556122e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 182283 members 
Entering Unmasked Estep 
Score: -25562498.000000 Penalty: 6094.000977
	Iteration 25Q: 3 clusters Score -2.55625e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 185729 members 
Entering Unmasked Estep 
Score: -25563814.000000 Penalty: 6094.000977
	Iteration 26Q: 3 clusters Score -2.556381e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 188997 members 
Entering Unmasked Estep 
Score: -25564966.000000 Penalty: 6094.000977
	Iteration 27Q: 3 clusters Score -2.556497e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 192077 members 
Entering Unmasked Estep 
Score: -25566164.000000 Penalty: 6094.000977
	Iteration 28Q: 3 clusters Score -2.556616e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 194954 members 
Entering Unmasked Estep 
Score: -25567422.000000 Penalty: 6094.000977
	Iteration 29Q: 3 clusters Score -2.556742e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 197693 members 
Entering Unmasked Estep 
Score: -25568508.000000 Penalty: 6094.000977
	Iteration 30Q: 3 clusters Score -2.556851e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 200078 members 
Entering Unmasked Estep 
Score: -25569736.000000 Penalty: 6094.000977
	Iteration 31Q: 3 clusters Score -2.556974e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 202280 members 
Entering Unmasked Estep 
Score: -25570854.000000 Penalty: 6094.000977
	Iteration 32Q: 3 clusters Score -2.557085e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 204274 members 
Entering Unmasked Estep 
Score: -25572034.000000 Penalty: 6094.000977
	Iteration 33Q: 3 clusters Score -2.557203e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 206023 members 
Entering Unmasked Estep 
Score: -25573040.000000 Penalty: 6094.000977
	Iteration 34Q: 3 clusters Score -2.557304e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 207503 members 
Entering Unmasked Estep 
Score: -25573898.000000 Penalty: 6094.000977
	Iteration 35Q: 3 clusters Score -2.55739e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 208796 members 
Entering Unmasked Estep 
Score: -25574706.000000 Penalty: 6094.000977
	Iteration 36Q: 3 clusters Score -2.557471e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 209862 members 
Entering Unmasked Estep 
Score: -25575330.000000 Penalty: 6094.000977
	Iteration 37Q: 3 clusters Score -2.557533e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 210796 members 
Entering Unmasked Estep 
Score: -25575878.000000 Penalty: 6094.000977
	Iteration 38Q: 3 clusters Score -2.557588e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 211640 members 
Entering Unmasked Estep 
Score: -25576552.000000 Penalty: 6094.000977
	Iteration 39Q: 3 clusters Score -2.557655e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 212350 members 
Entering Unmasked Estep 
Score: -25577052.000000 Penalty: 6094.000977
	Iteration 40F: 3 clusters Score -2.557705e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 212927 members 
Entering Unmasked Estep 
Score: -25577388.000000 Penalty: 6094.000977
	Iteration 41Q: 3 clusters Score -2.557739e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 213452 members 
Entering Unmasked Estep 
Score: -25577734.000000 Penalty: 6094.000977
	Iteration 42Q: 3 clusters Score -2.557773e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 213873 members 
Entering Unmasked Estep 
Score: -25578002.000000 Penalty: 6094.000977
	Iteration 43Q: 3 clusters Score -2.5578e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 214214 members 
Entering Unmasked Estep 
Score: -25578166.000000 Penalty: 6094.000977
	Iteration 44Q: 3 clusters Score -2.557817e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 214489 members 
Entering Unmasked Estep 
Score: -25578356.000000 Penalty: 6094.000977
	Iteration 45Q: 3 clusters Score -2.557836e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 214711 members 
Entering Unmasked Estep 
Score: -25578510.000000 Penalty: 6094.000977
	Iteration 46Q: 3 clusters Score -2.557851e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 214890 members 
Entering Unmasked Estep 
Score: -25578616.000000 Penalty: 6094.000977
	Iteration 47Q: 3 clusters Score -2.557862e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 215029 members 
Entering Unmasked Estep 
Score: -25578724.000000 Penalty: 6094.000977
	Iteration 48Q: 3 clusters Score -2.557872e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 215140 members 
Entering Unmasked Estep 
Score: -25578770.000000 Penalty: 6094.000977
	Iteration 49Q: 3 clusters Score -2.557877e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 215232 members 
Entering Unmasked Estep 
Score: -25578884.000000 Penalty: 6094.000977
	Iteration 50Q: 3 clusters Score -2.557888e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 215318 members 
Entering Unmasked Estep 
Score: -25579044.000000 Penalty: 6094.000977
	Iteration 51Q: 3 clusters Score -2.557904e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 215395 members 
Entering Unmasked Estep 
Score: -25579086.000000 Penalty: 6094.000977
	Iteration 52Q: 3 clusters Score -2.557909e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 215465 members 
Entering Unmasked Estep 
Score: -25579130.000000 Penalty: 6094.000977
	Iteration 53Q: 3 clusters Score -2.557913e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 215525 members 
Entering Unmasked Estep 
Score: -25579170.000000 Penalty: 6094.000977
	Iteration 54Q: 3 clusters Score -2.557917e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 215582 members 
Entering Unmasked Estep 
Score: -25579236.000000 Penalty: 6094.000977
	Iteration 55Q: 3 clusters Score -2.557924e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 215627 members 
Entering Unmasked Estep 
Score: -25579270.000000 Penalty: 6094.000977
	Iteration 56Q: 3 clusters Score -2.557927e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 215658 members 
Entering Unmasked Estep 
Score: -25579328.000000 Penalty: 6094.000977
	Iteration 57Q: 3 clusters Score -2.557933e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 215689 members 
Entering Unmasked Estep 
Score: -25579360.000000 Penalty: 6094.000977
	Iteration 58Q: 3 clusters Score -2.557936e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 215716 members 
Entering Unmasked Estep 
Score: -25579362.000000 Penalty: 6094.000977
	Iteration 59Q: 3 clusters Score -2.557936e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 215741 members 
Entering Unmasked Estep 
Score: -25579374.000000 Penalty: 6094.000977
	Iteration 60F: 3 clusters Score -2.557937e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 215752 members 
Entering Unmasked Estep 
Score: -25579388.000000 Penalty: 6094.000977
	Iteration 61Q: 3 clusters Score -2.557939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 215766 members 
Entering Unmasked Estep 
Score: -25579396.000000 Penalty: 6094.000977
	Iteration 62Q: 3 clusters Score -2.55794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 215776 members 
Entering Unmasked Estep 
Score: -25579410.000000 Penalty: 6094.000977
	Iteration 63Q: 3 clusters Score -2.557941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 215784 members 
Entering Unmasked Estep 
Score: -25579392.000000 Penalty: 6094.000977
	Iteration 64Q: 3 clusters Score -2.557939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 215791 members 
Entering Unmasked Estep 
Score: -25579412.000000 Penalty: 6094.000977
	Iteration 65Q: 3 clusters Score -2.557941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 215797 members 
Entering Unmasked Estep 
Score: -25579424.000000 Penalty: 6094.000977
	Iteration 66Q: 3 clusters Score -2.557942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 215798 members 
Entering Unmasked Estep 
Score: -25579416.000000 Penalty: 6094.000977
	Iteration 67Q: 3 clusters Score -2.557942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 215800 members 
Entering Unmasked Estep 
Score: -25579430.000000 Penalty: 6094.000977
	Iteration 68Q: 3 clusters Score -2.557943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 215805 members 
Entering Unmasked Estep 
Score: -25579456.000000 Penalty: 6094.000977
	Iteration 69Q: 3 clusters Score -2.557946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 215807 members 
Entering Unmasked Estep 
Score: -25579450.000000 Penalty: 6094.000977
	Iteration 70Q: 3 clusters Score -2.557945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 215812 members 
Entering Unmasked Estep 
Score: -25579456.000000 Penalty: 6094.000977
	Iteration 71Q: 3 clusters Score -2.557946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 215817 members 
Entering Unmasked Estep 
Score: -25579470.000000 Penalty: 6094.000977
	Iteration 72Q: 3 clusters Score -2.557947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 215821 members 
Entering Unmasked Estep 
Score: -25579470.000000 Penalty: 6094.000977
	Iteration 73Q: 3 clusters Score -2.557947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 215826 members 
Entering Unmasked Estep 
Score: -25579478.000000 Penalty: 6094.000977
	Iteration 74Q: 3 clusters Score -2.557948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 215832 members 
Entering Unmasked Estep 
Score: -25579500.000000 Penalty: 6094.000977
	Iteration 75Q: 3 clusters Score -2.55795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 215836 members 
Entering Unmasked Estep 
Score: -25579510.000000 Penalty: 6094.000977
	Iteration 76Q: 3 clusters Score -2.557951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 215838 members 
Entering Unmasked Estep 
Score: -25579502.000000 Penalty: 6094.000977
	Iteration 77Q: 3 clusters Score -2.55795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 215845 members 
Entering Unmasked Estep 
Score: -25579492.000000 Penalty: 6094.000977
	Iteration 78Q: 3 clusters Score -2.557949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 215853 members 
Entering Unmasked Estep 
Score: -25579480.000000 Penalty: 6094.000977
	Iteration 79Q: 3 clusters Score -2.557948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 215860 members 
Entering Unmasked Estep 
Score: -25579500.000000 Penalty: 6094.000977
	Iteration 80F: 3 clusters Score -2.55795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 215868 members 
Entering Unmasked Estep 
Score: -25579518.000000 Penalty: 6094.000977
	Iteration 81Q: 3 clusters Score -2.557952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 215877 members 
Entering Unmasked Estep 
Score: -25579506.000000 Penalty: 6094.000977
	Iteration 82Q: 3 clusters Score -2.557951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 215885 members 
Entering Unmasked Estep 
Score: -25579534.000000 Penalty: 6094.000977
	Iteration 83Q: 3 clusters Score -2.557953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 215885 members 
Entering Unmasked Estep 
Score: -25579550.000000 Penalty: 6094.000977
	Iteration 84Q: 3 clusters Score -2.557955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 215885 members 
Entering Unmasked Estep 
Score: -25579550.000000 Penalty: 6094.000977
	Iteration 85F: 3 clusters Score -2.557955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Entering Unmasked Estep 
Score: -1171265.000000 Penalty: 2284.684814
	Iteration 0F: 2 clusters Score -1171265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1163495.125000 Penalty: 4569.369629
	Iteration 0F: 3 clusters Score -1163495 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1165700.625000 Penalty: 4569.369629
	Iteration 1F: 3 clusters Score -1165701 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1166037.500000 Penalty: 4569.369629
	Iteration 2F: 3 clusters Score -1166038 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1166266.375000 Penalty: 4569.369629
	Iteration 3F: 3 clusters Score -1166266 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1166441.375000 Penalty: 4569.369629
	Iteration 4Q: 3 clusters Score -1166441 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1166620.250000 Penalty: 4569.369629
	Iteration 5Q: 3 clusters Score -1166620 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1166792.250000 Penalty: 4569.369629
	Iteration 6Q: 3 clusters Score -1166792 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1166988.750000 Penalty: 4569.369629
	Iteration 7Q: 3 clusters Score -1166989 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1167206.625000 Penalty: 4569.369629
	Iteration 8Q: 3 clusters Score -1167207 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1167424.375000 Penalty: 4569.369629
	Iteration 9Q: 3 clusters Score -1167424 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1167639.000000 Penalty: 4569.369629
	Iteration 10Q: 3 clusters Score -1167639 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1167857.375000 Penalty: 4569.369629
	Iteration 11Q: 3 clusters Score -1167857 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1168090.625000 Penalty: 4569.369629
	Iteration 12Q: 3 clusters Score -1168091 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1168344.125000 Penalty: 4569.369629
	Iteration 13Q: 3 clusters Score -1168344 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1168576.875000 Penalty: 4569.369629
	Iteration 14Q: 3 clusters Score -1168577 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1168750.125000 Penalty: 4569.369629
	Iteration 15Q: 3 clusters Score -1168750 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1168905.625000 Penalty: 4569.369629
	Iteration 16Q: 3 clusters Score -1168906 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1169033.125000 Penalty: 4569.369629
	Iteration 17Q: 3 clusters Score -1169033 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1169124.375000 Penalty: 4569.369629
	Iteration 18Q: 3 clusters Score -1169124 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1169198.250000 Penalty: 4569.369629
	Iteration 19Q: 3 clusters Score -1169198 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1169246.625000 Penalty: 4569.369629
	Iteration 20F: 3 clusters Score -1169247 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1169278.125000 Penalty: 4569.369629
	Iteration 21Q: 3 clusters Score -1169278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1169312.125000 Penalty: 4569.369629
	Iteration 22Q: 3 clusters Score -1169312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1169332.375000 Penalty: 4569.369629
	Iteration 23Q: 3 clusters Score -1169332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1169346.000000 Penalty: 4569.369629
	Iteration 24Q: 3 clusters Score -1169346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1169352.875000 Penalty: 4569.369629
	Iteration 25Q: 3 clusters Score -1169353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1169357.750000 Penalty: 4569.369629
	Iteration 26Q: 3 clusters Score -1169358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1169359.625000 Penalty: 4569.369629
	Iteration 27Q: 3 clusters Score -1169360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1169360.000000 Penalty: 4569.369629
	Iteration 28Q: 3 clusters Score -1169360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1169360.000000 Penalty: 4569.369629
	Iteration 29F: 3 clusters Score -1169360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Entering Unmasked Estep 
Score: -8826661.000000 Penalty: 2782.607422
	Iteration 0F: 2 clusters Score -8826661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -8776497.000000 Penalty: 5565.214844
	Iteration 0F: 3 clusters Score -8776497 nChanged 34953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -8796412.000000 Penalty: 5565.214844
	Iteration 1F: 3 clusters Score -8796412 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -8797194.000000 Penalty: 5565.214844
	Iteration 2Q: 3 clusters Score -8797194 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -8797983.000000 Penalty: 5565.214844
	Iteration 3Q: 3 clusters Score -8797983 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -8799148.000000 Penalty: 5565.214844
	Iteration 4Q: 3 clusters Score -8799148 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -8801033.000000 Penalty: 5565.214844
	Iteration 5Q: 3 clusters Score -8801033 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -8803911.000000 Penalty: 5565.214844
	Iteration 6F: 3 clusters Score -8803911 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -8807678.000000 Penalty: 5565.214844
	Iteration 7F: 3 clusters Score -8807678 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -8811946.000000 Penalty: 5565.214844
	Iteration 8F: 3 clusters Score -8811946 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -8816243.000000 Penalty: 5565.214844
	Iteration 9F: 3 clusters Score -8816243 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -8820050.000000 Penalty: 5565.214844
	Iteration 10F: 3 clusters Score -8820050 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -8822840.000000 Penalty: 5565.214844
	Iteration 11Q: 3 clusters Score -8822840 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -8824171.000000 Penalty: 5565.214844
	Iteration 12Q: 3 clusters Score -8824171 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -8824950.000000 Penalty: 5565.214844
	Iteration 13Q: 3 clusters Score -8824950 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -8825419.000000 Penalty: 5565.214844
	Iteration 14Q: 3 clusters Score -8825419 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -8825743.000000 Penalty: 5565.214844
	Iteration 15Q: 3 clusters Score -8825743 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -8826034.000000 Penalty: 5565.214844
	Iteration 16Q: 3 clusters Score -8826034 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 68444 members 
Entering Unmasked Estep 
Score: -8826266.000000 Penalty: 5565.214844
	Iteration 17Q: 3 clusters Score -8826266 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -8826460.000000 Penalty: 5565.214844
	Iteration 18Q: 3 clusters Score -8826460 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -8826584.000000 Penalty: 5565.214844
	Iteration 19Q: 3 clusters Score -8826584 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -8826669.000000 Penalty: 5565.214844
	Iteration 20F: 3 clusters Score -8826669 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 69482 members 
Entering Unmasked Estep 
Score: -8826733.000000 Penalty: 5565.214844
	Iteration 21Q: 3 clusters Score -8826733 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -8826776.000000 Penalty: 5565.214844
	Iteration 22Q: 3 clusters Score -8826776 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -8826801.000000 Penalty: 5565.214844
	Iteration 23Q: 3 clusters Score -8826801 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -8826800.000000 Penalty: 5565.214844
	Iteration 24Q: 3 clusters Score -8826800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -8826812.000000 Penalty: 5565.214844
	Iteration 25Q: 3 clusters Score -8826812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -8826825.000000 Penalty: 5565.214844
	Iteration 26Q: 3 clusters Score -8826825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -8826803.000000 Penalty: 5565.214844
	Iteration 27Q: 3 clusters Score -8826803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 70037 members 
Entering Unmasked Estep 
Score: -8826823.000000 Penalty: 5565.214844
	Iteration 28Q: 3 clusters Score -8826823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 70060 members 
Entering Unmasked Estep 
Score: -8826812.000000 Penalty: 5565.214844
	Iteration 29Q: 3 clusters Score -8826812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -8826821.000000 Penalty: 5565.214844
	Iteration 30Q: 3 clusters Score -8826821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -8826830.000000 Penalty: 5565.214844
	Iteration 31Q: 3 clusters Score -8826830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -8826823.000000 Penalty: 5565.214844
	Iteration 32Q: 3 clusters Score -8826823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 70119 members 
Entering Unmasked Estep 
Score: -8826811.000000 Penalty: 5565.214844
	Iteration 33Q: 3 clusters Score -8826811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -8826832.000000 Penalty: 5565.214844
	Iteration 34Q: 3 clusters Score -8826832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -8826838.000000 Penalty: 5565.214844
	Iteration 35Q: 3 clusters Score -8826838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -8826850.000000 Penalty: 5565.214844
	Iteration 36Q: 3 clusters Score -8826850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -8826850.000000 Penalty: 5565.214844
	Iteration 37F: 3 clusters Score -8826850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 183661 members 
Mstep: Class 3 contains 49462 members 
Mstep: Class 4 contains 13449 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 10343 members 
Mstep: Class 7 contains 32316 members 
Mstep: Class 8 contains 5137 members 
Mstep: Class 9 contains 60539 members 
Mstep: Class 10 contains 12453 members 
Mstep: Class 11 contains 8503 members 
Mstep: Class 12 contains 64052 members 
Mstep: Class 13 contains 95886 members 
Mstep: Class 14 contains 216705 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4469 members 
Mstep: Class 17 contains 251569 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11223 members 
Mstep: Class 20 contains 31016 members 
Mstep: Class 21 contains 22652 members 
Mstep: Class 22 contains 167097 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3266 members 
Mstep: Class 26 contains 70153 members 
Entering Unmasked Estep 
Score: -156001632.000000 Penalty: 90998.031250
Splitting cluster 16 changes total score from -156001824.000000 to -156001632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (251569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251569 members 
Entering Unmasked Estep 
Score: -29988618.000000 Penalty: 3083.997070
	Iteration 0F: 2 clusters Score -2.998862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125571 members 
Mstep: Class 2 contains 125998 members 
Entering Unmasked Estep 
Score: -29868422.000000 Penalty: 6167.994141
	Iteration 0F: 3 clusters Score -2.986842e+07 nChanged 122045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120520 members 
Mstep: Class 2 contains 131049 members 
Entering Unmasked Estep 
Score: -29940262.000000 Penalty: 6167.994141
	Iteration 1F: 3 clusters Score -2.994026e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117075 members 
Mstep: Class 2 contains 134494 members 
Entering Unmasked Estep 
Score: -29941504.000000 Penalty: 6167.994141
	Iteration 2Q: 3 clusters Score -2.99415e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111647 members 
Mstep: Class 2 contains 139922 members 
Entering Unmasked Estep 
Score: -29943378.000000 Penalty: 6167.994141
	Iteration 3Q: 3 clusters Score -2.994338e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 148172 members 
Entering Unmasked Estep 
Score: -29946368.000000 Penalty: 6167.994141
	Iteration 4Q: 3 clusters Score -2.994637e+07 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 160774 members 
Entering Unmasked Estep 
Score: -29950830.000000 Penalty: 6167.994141
	Iteration 5F: 3 clusters Score -2.995083e+07 nChanged 17745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 177873 members 
Entering Unmasked Estep 
Score: -29956506.000000 Penalty: 6167.994141
	Iteration 6F: 3 clusters Score -2.995651e+07 nChanged 19830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 197195 members 
Entering Unmasked Estep 
Score: -29962718.000000 Penalty: 6167.994141
	Iteration 7F: 3 clusters Score -2.996272e+07 nChanged 17838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 214793 members 
Entering Unmasked Estep 
Score: -29967318.000000 Penalty: 6167.994141
	Iteration 8F: 3 clusters Score -2.996732e+07 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 227678 members 
Entering Unmasked Estep 
Score: -29972656.000000 Penalty: 6167.994141
	Iteration 9F: 3 clusters Score -2.997266e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 235927 members 
Entering Unmasked Estep 
Score: -29977136.000000 Penalty: 6167.994141
	Iteration 10Q: 3 clusters Score -2.997714e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 240646 members 
Entering Unmasked Estep 
Score: -29979952.000000 Penalty: 6167.994141
	Iteration 11Q: 3 clusters Score -2.997995e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 243475 members 
Entering Unmasked Estep 
Score: -29981730.000000 Penalty: 6167.994141
	Iteration 12Q: 3 clusters Score -2.998173e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 245153 members 
Entering Unmasked Estep 
Score: -29982946.000000 Penalty: 6167.994141
	Iteration 13Q: 3 clusters Score -2.998295e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 246243 members 
Entering Unmasked Estep 
Score: -29983726.000000 Penalty: 6167.994141
	Iteration 14Q: 3 clusters Score -2.998373e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 246943 members 
Entering Unmasked Estep 
Score: -29984204.000000 Penalty: 6167.994141
	Iteration 15Q: 3 clusters Score -2.99842e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 247439 members 
Entering Unmasked Estep 
Score: -29984464.000000 Penalty: 6167.994141
	Iteration 16Q: 3 clusters Score -2.998446e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 247821 members 
Entering Unmasked Estep 
Score: -29984750.000000 Penalty: 6167.994141
	Iteration 17Q: 3 clusters Score -2.998475e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 248098 members 
Entering Unmasked Estep 
Score: -29984994.000000 Penalty: 6167.994141
	Iteration 18Q: 3 clusters Score -2.998499e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 248327 members 
Entering Unmasked Estep 
Score: -29985040.000000 Penalty: 6167.994141
	Iteration 19Q: 3 clusters Score -2.998504e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 248494 members 
Entering Unmasked Estep 
Score: -29985164.000000 Penalty: 6167.994141
	Iteration 20F: 3 clusters Score -2.998516e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 248653 members 
Entering Unmasked Estep 
Score: -29985248.000000 Penalty: 6167.994141
	Iteration 21Q: 3 clusters Score -2.998525e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 248801 members 
Entering Unmasked Estep 
Score: -29985344.000000 Penalty: 6167.994141
	Iteration 22Q: 3 clusters Score -2.998534e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 248917 members 
Entering Unmasked Estep 
Score: -29985460.000000 Penalty: 6167.994141
	Iteration 23Q: 3 clusters Score -2.998546e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 249005 members 
Entering Unmasked Estep 
Score: -29985548.000000 Penalty: 6167.994141
	Iteration 24Q: 3 clusters Score -2.998555e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 249099 members 
Entering Unmasked Estep 
Score: -29985580.000000 Penalty: 6167.994141
	Iteration 25Q: 3 clusters Score -2.998558e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 249189 members 
Entering Unmasked Estep 
Score: -29985574.000000 Penalty: 6167.994141
	Iteration 26Q: 3 clusters Score -2.998557e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 249238 members 
Entering Unmasked Estep 
Score: -29985602.000000 Penalty: 6167.994141
	Iteration 27Q: 3 clusters Score -2.99856e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 249301 members 
Entering Unmasked Estep 
Score: -29985654.000000 Penalty: 6167.994141
	Iteration 28Q: 3 clusters Score -2.998565e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 249361 members 
Entering Unmasked Estep 
Score: -29985718.000000 Penalty: 6167.994141
	Iteration 29Q: 3 clusters Score -2.998572e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 249410 members 
Entering Unmasked Estep 
Score: -29985740.000000 Penalty: 6167.994141
	Iteration 30Q: 3 clusters Score -2.998574e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 249450 members 
Entering Unmasked Estep 
Score: -29985814.000000 Penalty: 6167.994141
	Iteration 31Q: 3 clusters Score -2.998581e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 249483 members 
Entering Unmasked Estep 
Score: -29985834.000000 Penalty: 6167.994141
	Iteration 32Q: 3 clusters Score -2.998583e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 249517 members 
Entering Unmasked Estep 
Score: -29985852.000000 Penalty: 6167.994141
	Iteration 33Q: 3 clusters Score -2.998585e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 249547 members 
Entering Unmasked Estep 
Score: -29985866.000000 Penalty: 6167.994141
	Iteration 34Q: 3 clusters Score -2.998587e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 249571 members 
Entering Unmasked Estep 
Score: -29985876.000000 Penalty: 6167.994141
	Iteration 35Q: 3 clusters Score -2.998588e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 249581 members 
Entering Unmasked Estep 
Score: -29985868.000000 Penalty: 6167.994141
	Iteration 36Q: 3 clusters Score -2.998587e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 249601 members 
Entering Unmasked Estep 
Score: -29985896.000000 Penalty: 6167.994141
	Iteration 37Q: 3 clusters Score -2.99859e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 249623 members 
Entering Unmasked Estep 
Score: -29985898.000000 Penalty: 6167.994141
	Iteration 38Q: 3 clusters Score -2.99859e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 249650 members 
Entering Unmasked Estep 
Score: -29985960.000000 Penalty: 6167.994141
	Iteration 39Q: 3 clusters Score -2.998596e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 249664 members 
Entering Unmasked Estep 
Score: -29985982.000000 Penalty: 6167.994141
	Iteration 40F: 3 clusters Score -2.998598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 249667 members 
Entering Unmasked Estep 
Score: -29985990.000000 Penalty: 6167.994141
	Iteration 41Q: 3 clusters Score -2.998599e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 249676 members 
Entering Unmasked Estep 
Score: -29986014.000000 Penalty: 6167.994141
	Iteration 42Q: 3 clusters Score -2.998601e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 249688 members 
Entering Unmasked Estep 
Score: -29986016.000000 Penalty: 6167.994141
	Iteration 43Q: 3 clusters Score -2.998602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 249698 members 
Entering Unmasked Estep 
Score: -29986022.000000 Penalty: 6167.994141
	Iteration 44Q: 3 clusters Score -2.998602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 249710 members 
Entering Unmasked Estep 
Score: -29986010.000000 Penalty: 6167.994141
	Iteration 45Q: 3 clusters Score -2.998601e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 249711 members 
Entering Unmasked Estep 
Score: -29986030.000000 Penalty: 6167.994141
	Iteration 46Q: 3 clusters Score -2.998603e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 249716 members 
Entering Unmasked Estep 
Score: -29986014.000000 Penalty: 6167.994141
	Iteration 47Q: 3 clusters Score -2.998601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 249728 members 
Entering Unmasked Estep 
Score: -29986038.000000 Penalty: 6167.994141
	Iteration 48Q: 3 clusters Score -2.998604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 249732 members 
Entering Unmasked Estep 
Score: -29986046.000000 Penalty: 6167.994141
	Iteration 49Q: 3 clusters Score -2.998605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 249731 members 
Entering Unmasked Estep 
Score: -29986044.000000 Penalty: 6167.994141
	Iteration 50Q: 3 clusters Score -2.998604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 249734 members 
Entering Unmasked Estep 
Score: -29986082.000000 Penalty: 6167.994141
	Iteration 51Q: 3 clusters Score -2.998608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 249741 members 
Entering Unmasked Estep 
Score: -29986080.000000 Penalty: 6167.994141
	Iteration 52Q: 3 clusters Score -2.998608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 249748 members 
Entering Unmasked Estep 
Score: -29986068.000000 Penalty: 6167.994141
	Iteration 53Q: 3 clusters Score -2.998607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 249746 members 
Entering Unmasked Estep 
Score: -29986058.000000 Penalty: 6167.994141
	Iteration 54Q: 3 clusters Score -2.998606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 249747 members 
Entering Unmasked Estep 
Score: -29986060.000000 Penalty: 6167.994141
	Iteration 55Q: 3 clusters Score -2.998606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 249749 members 
Entering Unmasked Estep 
Score: -29986070.000000 Penalty: 6167.994141
	Iteration 56Q: 3 clusters Score -2.998607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 249750 members 
Entering Unmasked Estep 
Score: -29986064.000000 Penalty: 6167.994141
	Iteration 57Q: 3 clusters Score -2.998606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 249747 members 
Entering Unmasked Estep 
Score: -29986048.000000 Penalty: 6167.994141
	Iteration 58Q: 3 clusters Score -2.998605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 249749 members 
Entering Unmasked Estep 
Score: -29986060.000000 Penalty: 6167.994141
	Iteration 59Q: 3 clusters Score -2.998606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 249749 members 
Entering Unmasked Estep 
Score: -29986060.000000 Penalty: 6167.994141
	Iteration 60F: 3 clusters Score -2.998606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Entering Unmasked Estep 
Score: -569956.812500 Penalty: 2122.276611
	Iteration 0F: 2 clusters Score -569956.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -565284.687500 Penalty: 4244.553223
	Iteration 0F: 3 clusters Score -565284.7 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -566765.062500 Penalty: 4244.553223
	Iteration 1F: 3 clusters Score -566765.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -567277.187500 Penalty: 4244.553223
	Iteration 2F: 3 clusters Score -567277.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -567526.437500 Penalty: 4244.553223
	Iteration 3F: 3 clusters Score -567526.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -567654.625000 Penalty: 4244.553223
	Iteration 4Q: 3 clusters Score -567654.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -567724.500000 Penalty: 4244.553223
	Iteration 5Q: 3 clusters Score -567724.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -567783.375000 Penalty: 4244.553223
	Iteration 6Q: 3 clusters Score -567783.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -567826.687500 Penalty: 4244.553223
	Iteration 7Q: 3 clusters Score -567826.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -567855.812500 Penalty: 4244.553223
	Iteration 8Q: 3 clusters Score -567855.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -567886.125000 Penalty: 4244.553223
	Iteration 9Q: 3 clusters Score -567886.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -567907.125000 Penalty: 4244.553223
	Iteration 10Q: 3 clusters Score -567907.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -567931.500000 Penalty: 4244.553223
	Iteration 11Q: 3 clusters Score -567931.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -567950.375000 Penalty: 4244.553223
	Iteration 12Q: 3 clusters Score -567950.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -567962.000000 Penalty: 4244.553223
	Iteration 13Q: 3 clusters Score -567962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -567972.437500 Penalty: 4244.553223
	Iteration 14Q: 3 clusters Score -567972.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -567982.812500 Penalty: 4244.553223
	Iteration 15Q: 3 clusters Score -567982.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -567992.625000 Penalty: 4244.553223
	Iteration 16Q: 3 clusters Score -567992.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -568002.125000 Penalty: 4244.553223
	Iteration 17Q: 3 clusters Score -568002.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -568011.375000 Penalty: 4244.553223
	Iteration 18Q: 3 clusters Score -568011.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -568022.250000 Penalty: 4244.553223
	Iteration 19Q: 3 clusters Score -568022.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -568035.187500 Penalty: 4244.553223
	Iteration 20F: 3 clusters Score -568035.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -568047.062500 Penalty: 4244.553223
	Iteration 21Q: 3 clusters Score -568047.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -568060.250000 Penalty: 4244.553223
	Iteration 22Q: 3 clusters Score -568060.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -568077.062500 Penalty: 4244.553223
	Iteration 23Q: 3 clusters Score -568077.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -568098.375000 Penalty: 4244.553223
	Iteration 24Q: 3 clusters Score -568098.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -568124.937500 Penalty: 4244.553223
	Iteration 25Q: 3 clusters Score -568124.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -568161.437500 Penalty: 4244.553223
	Iteration 26Q: 3 clusters Score -568161.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -568203.562500 Penalty: 4244.553223
	Iteration 27Q: 3 clusters Score -568203.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -568254.250000 Penalty: 4244.553223
	Iteration 28Q: 3 clusters Score -568254.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -568287.687500 Penalty: 4244.553223
	Iteration 29Q: 3 clusters Score -568287.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -568326.875000 Penalty: 4244.553223
	Iteration 30Q: 3 clusters Score -568326.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -568377.625000 Penalty: 4244.553223
	Iteration 31Q: 3 clusters Score -568377.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -568441.250000 Penalty: 4244.553223
	Iteration 32Q: 3 clusters Score -568441.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -568502.125000 Penalty: 4244.553223
	Iteration 33Q: 3 clusters Score -568502.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -568568.750000 Penalty: 4244.553223
	Iteration 34Q: 3 clusters Score -568568.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -568613.750000 Penalty: 4244.553223
	Iteration 35Q: 3 clusters Score -568613.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -568652.437500 Penalty: 4244.553223
	Iteration 36Q: 3 clusters Score -568652.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -568692.812500 Penalty: 4244.553223
	Iteration 37Q: 3 clusters Score -568692.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -568736.625000 Penalty: 4244.553223
	Iteration 38Q: 3 clusters Score -568736.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -568780.937500 Penalty: 4244.553223
	Iteration 39Q: 3 clusters Score -568780.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -568832.437500 Penalty: 4244.553223
	Iteration 40F: 3 clusters Score -568832.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -568864.812500 Penalty: 4244.553223
	Iteration 41Q: 3 clusters Score -568864.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -568884.687500 Penalty: 4244.553223
	Iteration 42Q: 3 clusters Score -568884.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -568904.187500 Penalty: 4244.553223
	Iteration 43Q: 3 clusters Score -568904.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -568915.375000 Penalty: 4244.553223
	Iteration 44Q: 3 clusters Score -568915.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -568921.875000 Penalty: 4244.553223
	Iteration 45Q: 3 clusters Score -568921.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -568926.250000 Penalty: 4244.553223
	Iteration 46Q: 3 clusters Score -568926.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -568934.625000 Penalty: 4244.553223
	Iteration 47Q: 3 clusters Score -568934.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -568939.250000 Penalty: 4244.553223
	Iteration 48Q: 3 clusters Score -568939.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -568942.437500 Penalty: 4244.553223
	Iteration 49Q: 3 clusters Score -568942.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -568945.250000 Penalty: 4244.553223
	Iteration 50Q: 3 clusters Score -568945.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -568947.187500 Penalty: 4244.553223
	Iteration 51Q: 3 clusters Score -568947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -568948.125000 Penalty: 4244.553223
	Iteration 52Q: 3 clusters Score -568948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -568948.750000 Penalty: 4244.553223
	Iteration 53Q: 3 clusters Score -568948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -568949.187500 Penalty: 4244.553223
	Iteration 54Q: 3 clusters Score -568949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -568949.687500 Penalty: 4244.553223
	Iteration 55Q: 3 clusters Score -568949.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -568949.125000 Penalty: 4244.553223
	Iteration 56Q: 3 clusters Score -568949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -568949.125000 Penalty: 4244.553223
	Iteration 57F: 3 clusters Score -568949.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Entering Unmasked Estep 
Score: -1322864.250000 Penalty: 2312.778809
	Iteration 0F: 2 clusters Score -1322864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1314401.500000 Penalty: 4625.557617
	Iteration 0F: 3 clusters Score -1314402 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1316958.625000 Penalty: 4625.557617
	Iteration 1F: 3 clusters Score -1316959 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1317356.625000 Penalty: 4625.557617
	Iteration 2F: 3 clusters Score -1317357 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1317722.375000 Penalty: 4625.557617
	Iteration 3F: 3 clusters Score -1317722 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1318158.750000 Penalty: 4625.557617
	Iteration 4F: 3 clusters Score -1318159 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1318656.875000 Penalty: 4625.557617
	Iteration 5F: 3 clusters Score -1318657 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1319190.250000 Penalty: 4625.557617
	Iteration 6F: 3 clusters Score -1319190 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1319674.250000 Penalty: 4625.557617
	Iteration 7F: 3 clusters Score -1319674 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1320089.625000 Penalty: 4625.557617
	Iteration 8Q: 3 clusters Score -1320090 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1320387.875000 Penalty: 4625.557617
	Iteration 9Q: 3 clusters Score -1320388 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1320594.375000 Penalty: 4625.557617
	Iteration 10Q: 3 clusters Score -1320594 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1320725.375000 Penalty: 4625.557617
	Iteration 11Q: 3 clusters Score -1320725 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1320807.000000 Penalty: 4625.557617
	Iteration 12Q: 3 clusters Score -1320807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1320860.750000 Penalty: 4625.557617
	Iteration 13Q: 3 clusters Score -1320861 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1320901.375000 Penalty: 4625.557617
	Iteration 14Q: 3 clusters Score -1320901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1320921.750000 Penalty: 4625.557617
	Iteration 15Q: 3 clusters Score -1320922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1320930.000000 Penalty: 4625.557617
	Iteration 16Q: 3 clusters Score -1320930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1320942.875000 Penalty: 4625.557617
	Iteration 17Q: 3 clusters Score -1320943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1320947.375000 Penalty: 4625.557617
	Iteration 18Q: 3 clusters Score -1320947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1320950.375000 Penalty: 4625.557617
	Iteration 19Q: 3 clusters Score -1320950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1320950.625000 Penalty: 4625.557617
	Iteration 20F: 3 clusters Score -1320951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1320951.750000 Penalty: 4625.557617
	Iteration 21Q: 3 clusters Score -1320952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1320953.625000 Penalty: 4625.557617
	Iteration 22Q: 3 clusters Score -1320954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1320954.000000 Penalty: 4625.557617
	Iteration 23Q: 3 clusters Score -1320954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1320954.000000 Penalty: 4625.557617
	Iteration 24F: 3 clusters Score -1320954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Entering Unmasked Estep 
Score: -3730507.750000 Penalty: 2564.880127
	Iteration 0F: 2 clusters Score -3730508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -3709415.000000 Penalty: 5129.760254
	Iteration 0F: 3 clusters Score -3709415 nChanged 13905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3717032.250000 Penalty: 5129.760254
	Iteration 1F: 3 clusters Score -3717032 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3717496.750000 Penalty: 5129.760254
	Iteration 2Q: 3 clusters Score -3717497 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3717916.750000 Penalty: 5129.760254
	Iteration 3Q: 3 clusters Score -3717917 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3718335.250000 Penalty: 5129.760254
	Iteration 4Q: 3 clusters Score -3718335 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -3718787.250000 Penalty: 5129.760254
	Iteration 5Q: 3 clusters Score -3718787 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -3719381.750000 Penalty: 5129.760254
	Iteration 6Q: 3 clusters Score -3719382 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3720254.250000 Penalty: 5129.760254
	Iteration 7Q: 3 clusters Score -3720254 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3721321.750000 Penalty: 5129.760254
	Iteration 8F: 3 clusters Score -3721322 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3722719.000000 Penalty: 5129.760254
	Iteration 9F: 3 clusters Score -3722719 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3724297.000000 Penalty: 5129.760254
	Iteration 10F: 3 clusters Score -3724297 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3725730.750000 Penalty: 5129.760254
	Iteration 11F: 3 clusters Score -3725731 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3726738.000000 Penalty: 5129.760254
	Iteration 12Q: 3 clusters Score -3726738 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -3727358.500000 Penalty: 5129.760254
	Iteration 13Q: 3 clusters Score -3727358 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -3727710.500000 Penalty: 5129.760254
	Iteration 14Q: 3 clusters Score -3727710 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3727946.500000 Penalty: 5129.760254
	Iteration 15Q: 3 clusters Score -3727946 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -3728079.000000 Penalty: 5129.760254
	Iteration 16Q: 3 clusters Score -3728079 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -3728177.500000 Penalty: 5129.760254
	Iteration 17Q: 3 clusters Score -3728178 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3728253.750000 Penalty: 5129.760254
	Iteration 18Q: 3 clusters Score -3728254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -3728298.750000 Penalty: 5129.760254
	Iteration 19Q: 3 clusters Score -3728299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -3728328.250000 Penalty: 5129.760254
	Iteration 20F: 3 clusters Score -3728328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3728363.250000 Penalty: 5129.760254
	Iteration 21Q: 3 clusters Score -3728363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -3728405.500000 Penalty: 5129.760254
	Iteration 22Q: 3 clusters Score -3728406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3728427.750000 Penalty: 5129.760254
	Iteration 23Q: 3 clusters Score -3728428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -3728441.750000 Penalty: 5129.760254
	Iteration 24Q: 3 clusters Score -3728442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3728449.250000 Penalty: 5129.760254
	Iteration 25Q: 3 clusters Score -3728449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -3728460.750000 Penalty: 5129.760254
	Iteration 26Q: 3 clusters Score -3728461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -3728466.000000 Penalty: 5129.760254
	Iteration 27Q: 3 clusters Score -3728466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3728476.250000 Penalty: 5129.760254
	Iteration 28Q: 3 clusters Score -3728476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -3728485.750000 Penalty: 5129.760254
	Iteration 29Q: 3 clusters Score -3728486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -3728484.750000 Penalty: 5129.760254
	Iteration 30Q: 3 clusters Score -3728485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -3728485.250000 Penalty: 5129.760254
	Iteration 31Q: 3 clusters Score -3728485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -3728485.250000 Penalty: 5129.760254
	Iteration 32F: 3 clusters Score -3728485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Entering Unmasked Estep 
Score: -2666045.250000 Penalty: 2486.944824
	Iteration 0F: 2 clusters Score -2666045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2650256.500000 Penalty: 4973.889648
	Iteration 0F: 3 clusters Score -2650256 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2655813.500000 Penalty: 4973.889648
	Iteration 1F: 3 clusters Score -2655814 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2656323.750000 Penalty: 4973.889648
	Iteration 2F: 3 clusters Score -2656324 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2656792.750000 Penalty: 4973.889648
	Iteration 3Q: 3 clusters Score -2656793 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2657218.500000 Penalty: 4973.889648
	Iteration 4Q: 3 clusters Score -2657218 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2657600.750000 Penalty: 4973.889648
	Iteration 5Q: 3 clusters Score -2657601 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2657945.500000 Penalty: 4973.889648
	Iteration 6Q: 3 clusters Score -2657946 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2658287.250000 Penalty: 4973.889648
	Iteration 7Q: 3 clusters Score -2658287 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2658636.500000 Penalty: 4973.889648
	Iteration 8Q: 3 clusters Score -2658636 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2658999.000000 Penalty: 4973.889648
	Iteration 9Q: 3 clusters Score -2658999 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2659400.000000 Penalty: 4973.889648
	Iteration 10Q: 3 clusters Score -2659400 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2659882.500000 Penalty: 4973.889648
	Iteration 11Q: 3 clusters Score -2659882 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2660395.750000 Penalty: 4973.889648
	Iteration 12Q: 3 clusters Score -2660396 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2660903.000000 Penalty: 4973.889648
	Iteration 13Q: 3 clusters Score -2660903 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2661359.500000 Penalty: 4973.889648
	Iteration 14Q: 3 clusters Score -2661360 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2661736.250000 Penalty: 4973.889648
	Iteration 15Q: 3 clusters Score -2661736 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2662040.250000 Penalty: 4973.889648
	Iteration 16Q: 3 clusters Score -2662040 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2662311.250000 Penalty: 4973.889648
	Iteration 17Q: 3 clusters Score -2662311 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2662552.250000 Penalty: 4973.889648
	Iteration 18Q: 3 clusters Score -2662552 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2662759.000000 Penalty: 4973.889648
	Iteration 19Q: 3 clusters Score -2662759 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2662940.250000 Penalty: 4973.889648
	Iteration 20F: 3 clusters Score -2662940 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2663148.000000 Penalty: 4973.889648
	Iteration 21Q: 3 clusters Score -2663148 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2663345.250000 Penalty: 4973.889648
	Iteration 22Q: 3 clusters Score -2663345 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2663532.000000 Penalty: 4973.889648
	Iteration 23Q: 3 clusters Score -2663532 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2663734.250000 Penalty: 4973.889648
	Iteration 24Q: 3 clusters Score -2663734 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2664026.250000 Penalty: 4973.889648
	Iteration 25Q: 3 clusters Score -2664026 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2664374.500000 Penalty: 4973.889648
	Iteration 26Q: 3 clusters Score -2664374 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2664854.750000 Penalty: 4973.889648
	Iteration 27Q: 3 clusters Score -2664855 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2665316.250000 Penalty: 4973.889648
	Iteration 28Q: 3 clusters Score -2665316 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2665656.000000 Penalty: 4973.889648
	Iteration 29Q: 3 clusters Score -2665656 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2665957.500000 Penalty: 4973.889648
	Iteration 30Q: 3 clusters Score -2665958 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2666331.000000 Penalty: 4973.889648
	Iteration 31Q: 3 clusters Score -2666331 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2666739.000000 Penalty: 4973.889648
	Iteration 32Q: 3 clusters Score -2666739 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2667113.250000 Penalty: 4973.889648
	Iteration 33Q: 3 clusters Score -2667113 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2667413.500000 Penalty: 4973.889648
	Iteration 34Q: 3 clusters Score -2667414 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2667584.250000 Penalty: 4973.889648
	Iteration 35Q: 3 clusters Score -2667584 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2667682.000000 Penalty: 4973.889648
	Iteration 36Q: 3 clusters Score -2667682 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2667770.000000 Penalty: 4973.889648
	Iteration 37Q: 3 clusters Score -2667770 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2667805.250000 Penalty: 4973.889648
	Iteration 38Q: 3 clusters Score -2667805 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2667836.500000 Penalty: 4973.889648
	Iteration 39Q: 3 clusters Score -2667836 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2667877.000000 Penalty: 4973.889648
	Iteration 40F: 3 clusters Score -2667877 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2667893.000000 Penalty: 4973.889648
	Iteration 41Q: 3 clusters Score -2667893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2667892.250000 Penalty: 4973.889648
	Iteration 42Q: 3 clusters Score -2667892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2667891.000000 Penalty: 4973.889648
	Iteration 43Q: 3 clusters Score -2667891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2667893.250000 Penalty: 4973.889648
	Iteration 44Q: 3 clusters Score -2667893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2667897.750000 Penalty: 4973.889648
	Iteration 45Q: 3 clusters Score -2667898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2667897.500000 Penalty: 4973.889648
	Iteration 46Q: 3 clusters Score -2667898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2667896.500000 Penalty: 4973.889648
	Iteration 47Q: 3 clusters Score -2667896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2667897.500000 Penalty: 4973.889648
	Iteration 48Q: 3 clusters Score -2667898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2667896.250000 Penalty: 4973.889648
	Iteration 49Q: 3 clusters Score -2667896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2667900.500000 Penalty: 4973.889648
	Iteration 50Q: 3 clusters Score -2667900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2667899.000000 Penalty: 4973.889648
	Iteration 51Q: 3 clusters Score -2667899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2667897.750000 Penalty: 4973.889648
	Iteration 52Q: 3 clusters Score -2667898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2667897.250000 Penalty: 4973.889648
	Iteration 53Q: 3 clusters Score -2667897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2667898.500000 Penalty: 4973.889648
	Iteration 54Q: 3 clusters Score -2667898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2667901.250000 Penalty: 4973.889648
	Iteration 55Q: 3 clusters Score -2667901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2667899.000000 Penalty: 4973.889648
	Iteration 56Q: 3 clusters Score -2667899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2667898.250000 Penalty: 4973.889648
	Iteration 57Q: 3 clusters Score -2667898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2667901.000000 Penalty: 4973.889648
	Iteration 58Q: 3 clusters Score -2667901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2667901.250000 Penalty: 4973.889648
	Iteration 59Q: 3 clusters Score -2667901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2667901.000000 Penalty: 4973.889648
	Iteration 60F: 3 clusters Score -2667901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 183661 members 
Mstep: Class 3 contains 49462 members 
Mstep: Class 4 contains 13449 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 10343 members 
Mstep: Class 7 contains 32316 members 
Mstep: Class 8 contains 5137 members 
Mstep: Class 9 contains 60539 members 
Mstep: Class 10 contains 12453 members 
Mstep: Class 11 contains 8503 members 
Mstep: Class 12 contains 64052 members 
Mstep: Class 13 contains 95886 members 
Mstep: Class 14 contains 216705 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 74622 members 
Mstep: Class 17 contains 251569 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11223 members 
Mstep: Class 20 contains 31016 members 
Mstep: Class 21 contains 6347 members 
Mstep: Class 22 contains 167097 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3266 members 
Mstep: Class 26 contains 16305 members 
Entering Unmasked Estep 
Score: -156002320.000000 Penalty: 90998.031250
Splitting cluster 21 changes total score from -156001824.000000 to -156002320.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (167097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167097 members 
Entering Unmasked Estep 
Score: -19863546.000000 Penalty: 2982.529785
	Iteration 0F: 2 clusters Score -1.986355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 83770 members 
Entering Unmasked Estep 
Score: -19753332.000000 Penalty: 5965.059570
	Iteration 0F: 3 clusters Score -1.975333e+07 nChanged 79966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80557 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -19800476.000000 Penalty: 5965.059570
	Iteration 1F: 3 clusters Score -1.980048e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78592 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -19801698.000000 Penalty: 5965.059570
	Iteration 2Q: 3 clusters Score -1.98017e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -19803730.000000 Penalty: 5965.059570
	Iteration 3Q: 3 clusters Score -1.980373e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 95885 members 
Entering Unmasked Estep 
Score: -19806718.000000 Penalty: 5965.059570
	Iteration 4Q: 3 clusters Score -1.980672e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 102059 members 
Entering Unmasked Estep 
Score: -19811476.000000 Penalty: 5965.059570
	Iteration 5F: 3 clusters Score -1.981148e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 110121 members 
Entering Unmasked Estep 
Score: -19818250.000000 Penalty: 5965.059570
	Iteration 6F: 3 clusters Score -1.981825e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 119346 members 
Entering Unmasked Estep 
Score: -19827366.000000 Penalty: 5965.059570
	Iteration 7F: 3 clusters Score -1.982737e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 128053 members 
Entering Unmasked Estep 
Score: -19836964.000000 Penalty: 5965.059570
	Iteration 8F: 3 clusters Score -1.983696e+07 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 134497 members 
Entering Unmasked Estep 
Score: -19844530.000000 Penalty: 5965.059570
	Iteration 9F: 3 clusters Score -1.984453e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 138520 members 
Entering Unmasked Estep 
Score: -19849032.000000 Penalty: 5965.059570
	Iteration 10Q: 3 clusters Score -1.984903e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 141320 members 
Entering Unmasked Estep 
Score: -19851796.000000 Penalty: 5965.059570
	Iteration 11Q: 3 clusters Score -1.98518e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 143722 members 
Entering Unmasked Estep 
Score: -19853676.000000 Penalty: 5965.059570
	Iteration 12Q: 3 clusters Score -1.985368e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 145797 members 
Entering Unmasked Estep 
Score: -19854808.000000 Penalty: 5965.059570
	Iteration 13Q: 3 clusters Score -1.985481e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 147605 members 
Entering Unmasked Estep 
Score: -19855676.000000 Penalty: 5965.059570
	Iteration 14Q: 3 clusters Score -1.985568e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 149244 members 
Entering Unmasked Estep 
Score: -19856388.000000 Penalty: 5965.059570
	Iteration 15Q: 3 clusters Score -1.985639e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 150741 members 
Entering Unmasked Estep 
Score: -19857034.000000 Penalty: 5965.059570
	Iteration 16Q: 3 clusters Score -1.985703e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 152107 members 
Entering Unmasked Estep 
Score: -19857606.000000 Penalty: 5965.059570
	Iteration 17Q: 3 clusters Score -1.985761e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 153353 members 
Entering Unmasked Estep 
Score: -19858000.000000 Penalty: 5965.059570
	Iteration 18Q: 3 clusters Score -1.9858e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 154438 members 
Entering Unmasked Estep 
Score: -19858276.000000 Penalty: 5965.059570
	Iteration 19Q: 3 clusters Score -1.985828e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 155459 members 
Entering Unmasked Estep 
Score: -19858518.000000 Penalty: 5965.059570
	Iteration 20F: 3 clusters Score -1.985852e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 156379 members 
Entering Unmasked Estep 
Score: -19858666.000000 Penalty: 5965.059570
	Iteration 21Q: 3 clusters Score -1.985867e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 157262 members 
Entering Unmasked Estep 
Score: -19858910.000000 Penalty: 5965.059570
	Iteration 22Q: 3 clusters Score -1.985891e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 158086 members 
Entering Unmasked Estep 
Score: -19859078.000000 Penalty: 5965.059570
	Iteration 23Q: 3 clusters Score -1.985908e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 158844 members 
Entering Unmasked Estep 
Score: -19859264.000000 Penalty: 5965.059570
	Iteration 24Q: 3 clusters Score -1.985926e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 159543 members 
Entering Unmasked Estep 
Score: -19859410.000000 Penalty: 5965.059570
	Iteration 25Q: 3 clusters Score -1.985941e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 160194 members 
Entering Unmasked Estep 
Score: -19859590.000000 Penalty: 5965.059570
	Iteration 26Q: 3 clusters Score -1.985959e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 160836 members 
Entering Unmasked Estep 
Score: -19859720.000000 Penalty: 5965.059570
	Iteration 27Q: 3 clusters Score -1.985972e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 161430 members 
Entering Unmasked Estep 
Score: -19859882.000000 Penalty: 5965.059570
	Iteration 28Q: 3 clusters Score -1.985988e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 162041 members 
Entering Unmasked Estep 
Score: -19860084.000000 Penalty: 5965.059570
	Iteration 29Q: 3 clusters Score -1.986008e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 162608 members 
Entering Unmasked Estep 
Score: -19860188.000000 Penalty: 5965.059570
	Iteration 30Q: 3 clusters Score -1.986019e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 163136 members 
Entering Unmasked Estep 
Score: -19860274.000000 Penalty: 5965.059570
	Iteration 31Q: 3 clusters Score -1.986027e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 163625 members 
Entering Unmasked Estep 
Score: -19860426.000000 Penalty: 5965.059570
	Iteration 32Q: 3 clusters Score -1.986043e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 164108 members 
Entering Unmasked Estep 
Score: -19860604.000000 Penalty: 5965.059570
	Iteration 33Q: 3 clusters Score -1.98606e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 164542 members 
Entering Unmasked Estep 
Score: -19860760.000000 Penalty: 5965.059570
	Iteration 34Q: 3 clusters Score -1.986076e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 164887 members 
Entering Unmasked Estep 
Score: -19860862.000000 Penalty: 5965.059570
	Iteration 35Q: 3 clusters Score -1.986086e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 165158 members 
Entering Unmasked Estep 
Score: -19860924.000000 Penalty: 5965.059570
	Iteration 36Q: 3 clusters Score -1.986092e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 165361 members 
Entering Unmasked Estep 
Score: -19861058.000000 Penalty: 5965.059570
	Iteration 37Q: 3 clusters Score -1.986106e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 165504 members 
Entering Unmasked Estep 
Score: -19861148.000000 Penalty: 5965.059570
	Iteration 38Q: 3 clusters Score -1.986115e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 165602 members 
Entering Unmasked Estep 
Score: -19861188.000000 Penalty: 5965.059570
	Iteration 39Q: 3 clusters Score -1.986119e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 165685 members 
Entering Unmasked Estep 
Score: -19861236.000000 Penalty: 5965.059570
	Iteration 40F: 3 clusters Score -1.986124e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 165749 members 
Entering Unmasked Estep 
Score: -19861284.000000 Penalty: 5965.059570
	Iteration 41Q: 3 clusters Score -1.986128e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 165811 members 
Entering Unmasked Estep 
Score: -19861336.000000 Penalty: 5965.059570
	Iteration 42Q: 3 clusters Score -1.986134e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 165861 members 
Entering Unmasked Estep 
Score: -19861364.000000 Penalty: 5965.059570
	Iteration 43Q: 3 clusters Score -1.986136e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 165900 members 
Entering Unmasked Estep 
Score: -19861370.000000 Penalty: 5965.059570
	Iteration 44Q: 3 clusters Score -1.986137e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 165934 members 
Entering Unmasked Estep 
Score: -19861400.000000 Penalty: 5965.059570
	Iteration 45Q: 3 clusters Score -1.98614e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 165968 members 
Entering Unmasked Estep 
Score: -19861414.000000 Penalty: 5965.059570
	Iteration 46Q: 3 clusters Score -1.986141e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 165985 members 
Entering Unmasked Estep 
Score: -19861422.000000 Penalty: 5965.059570
	Iteration 47Q: 3 clusters Score -1.986142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 166001 members 
Entering Unmasked Estep 
Score: -19861458.000000 Penalty: 5965.059570
	Iteration 48Q: 3 clusters Score -1.986146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 166014 members 
Entering Unmasked Estep 
Score: -19861448.000000 Penalty: 5965.059570
	Iteration 49Q: 3 clusters Score -1.986145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 166026 members 
Entering Unmasked Estep 
Score: -19861470.000000 Penalty: 5965.059570
	Iteration 50Q: 3 clusters Score -1.986147e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 166031 members 
Entering Unmasked Estep 
Score: -19861462.000000 Penalty: 5965.059570
	Iteration 51Q: 3 clusters Score -1.986146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 166037 members 
Entering Unmasked Estep 
Score: -19861466.000000 Penalty: 5965.059570
	Iteration 52Q: 3 clusters Score -1.986147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 166042 members 
Entering Unmasked Estep 
Score: -19861486.000000 Penalty: 5965.059570
	Iteration 53Q: 3 clusters Score -1.986149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 166045 members 
Entering Unmasked Estep 
Score: -19861480.000000 Penalty: 5965.059570
	Iteration 54Q: 3 clusters Score -1.986148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 166047 members 
Entering Unmasked Estep 
Score: -19861474.000000 Penalty: 5965.059570
	Iteration 55Q: 3 clusters Score -1.986147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 166046 members 
Entering Unmasked Estep 
Score: -19861484.000000 Penalty: 5965.059570
	Iteration 56Q: 3 clusters Score -1.986148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 166046 members 
Entering Unmasked Estep 
Score: -19861478.000000 Penalty: 5965.059570
	Iteration 57Q: 3 clusters Score -1.986148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 166043 members 
Entering Unmasked Estep 
Score: -19861480.000000 Penalty: 5965.059570
	Iteration 58Q: 3 clusters Score -1.986148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 166042 members 
Entering Unmasked Estep 
Score: -19861482.000000 Penalty: 5965.059570
	Iteration 59Q: 3 clusters Score -1.986148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 166041 members 
Entering Unmasked Estep 
Score: -19861484.000000 Penalty: 5965.059570
	Iteration 60F: 3 clusters Score -1.986148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 166041 members 
Entering Unmasked Estep 
Score: -19861490.000000 Penalty: 5965.059570
	Iteration 61Q: 3 clusters Score -1.986149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 166040 members 
Entering Unmasked Estep 
Score: -19861504.000000 Penalty: 5965.059570
	Iteration 62Q: 3 clusters Score -1.98615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 166040 members 
Entering Unmasked Estep 
Score: -19861512.000000 Penalty: 5965.059570
	Iteration 63Q: 3 clusters Score -1.986151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 166041 members 
Entering Unmasked Estep 
Score: -19861504.000000 Penalty: 5965.059570
	Iteration 64Q: 3 clusters Score -1.98615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 166042 members 
Entering Unmasked Estep 
Score: -19861508.000000 Penalty: 5965.059570
	Iteration 65Q: 3 clusters Score -1.986151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 166045 members 
Entering Unmasked Estep 
Score: -19861496.000000 Penalty: 5965.059570
	Iteration 66Q: 3 clusters Score -1.98615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 166045 members 
Entering Unmasked Estep 
Score: -19861496.000000 Penalty: 5965.059570
	Iteration 67Q: 3 clusters Score -1.98615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 166045 members 
Entering Unmasked Estep 
Score: -19861478.000000 Penalty: 5965.059570
	Iteration 68Q: 3 clusters Score -1.986148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 166042 members 
Entering Unmasked Estep 
Score: -19861486.000000 Penalty: 5965.059570
	Iteration 69Q: 3 clusters Score -1.986149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 166042 members 
Entering Unmasked Estep 
Score: -19861486.000000 Penalty: 5965.059570
	Iteration 70F: 3 clusters Score -1.986149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Entering Unmasked Estep 
Score: -494758.781250 Penalty: 2071.550293
	Iteration 0F: 2 clusters Score -494758.8 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 2107 members 
Entering Unmasked Estep 
Score: -490742.875000 Penalty: 4143.100586
	Iteration 0F: 3 clusters Score -490742.9 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -491627.593750 Penalty: 4143.100586
	Iteration 1F: 3 clusters Score -491627.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -491806.437500 Penalty: 4143.100586
	Iteration 2F: 3 clusters Score -491806.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -491933.687500 Penalty: 4143.100586
	Iteration 3Q: 3 clusters Score -491933.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -492011.125000 Penalty: 4143.100586
	Iteration 4Q: 3 clusters Score -492011.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -492051.843750 Penalty: 4143.100586
	Iteration 5Q: 3 clusters Score -492051.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -492089.000000 Penalty: 4143.100586
	Iteration 6Q: 3 clusters Score -492089 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -492117.937500 Penalty: 4143.100586
	Iteration 7Q: 3 clusters Score -492117.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -492152.500000 Penalty: 4143.100586
	Iteration 8Q: 3 clusters Score -492152.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -492179.125000 Penalty: 4143.100586
	Iteration 9Q: 3 clusters Score -492179.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -492213.406250 Penalty: 4143.100586
	Iteration 10Q: 3 clusters Score -492213.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -492249.812500 Penalty: 4143.100586
	Iteration 11Q: 3 clusters Score -492249.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -492286.125000 Penalty: 4143.100586
	Iteration 12Q: 3 clusters Score -492286.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -492321.562500 Penalty: 4143.100586
	Iteration 13Q: 3 clusters Score -492321.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -492352.625000 Penalty: 4143.100586
	Iteration 14Q: 3 clusters Score -492352.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -492385.281250 Penalty: 4143.100586
	Iteration 15Q: 3 clusters Score -492385.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -492411.250000 Penalty: 4143.100586
	Iteration 16Q: 3 clusters Score -492411.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -492439.531250 Penalty: 4143.100586
	Iteration 17Q: 3 clusters Score -492439.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -492474.625000 Penalty: 4143.100586
	Iteration 18Q: 3 clusters Score -492474.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -492506.343750 Penalty: 4143.100586
	Iteration 19Q: 3 clusters Score -492506.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -492536.500000 Penalty: 4143.100586
	Iteration 20F: 3 clusters Score -492536.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -492565.656250 Penalty: 4143.100586
	Iteration 21Q: 3 clusters Score -492565.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -492595.906250 Penalty: 4143.100586
	Iteration 22Q: 3 clusters Score -492595.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -492629.750000 Penalty: 4143.100586
	Iteration 23Q: 3 clusters Score -492629.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -492673.656250 Penalty: 4143.100586
	Iteration 24Q: 3 clusters Score -492673.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -492700.250000 Penalty: 4143.100586
	Iteration 25Q: 3 clusters Score -492700.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -492730.125000 Penalty: 4143.100586
	Iteration 26Q: 3 clusters Score -492730.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -492751.281250 Penalty: 4143.100586
	Iteration 27Q: 3 clusters Score -492751.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -492767.375000 Penalty: 4143.100586
	Iteration 28Q: 3 clusters Score -492767.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -492788.593750 Penalty: 4143.100586
	Iteration 29Q: 3 clusters Score -492788.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -492807.062500 Penalty: 4143.100586
	Iteration 30Q: 3 clusters Score -492807.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -492821.593750 Penalty: 4143.100586
	Iteration 31Q: 3 clusters Score -492821.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -492834.125000 Penalty: 4143.100586
	Iteration 32Q: 3 clusters Score -492834.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -492849.500000 Penalty: 4143.100586
	Iteration 33Q: 3 clusters Score -492849.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -492864.781250 Penalty: 4143.100586
	Iteration 34Q: 3 clusters Score -492864.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -492886.812500 Penalty: 4143.100586
	Iteration 35Q: 3 clusters Score -492886.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -492914.187500 Penalty: 4143.100586
	Iteration 36Q: 3 clusters Score -492914.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -492933.406250 Penalty: 4143.100586
	Iteration 37Q: 3 clusters Score -492933.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -492951.906250 Penalty: 4143.100586
	Iteration 38Q: 3 clusters Score -492951.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -492966.312500 Penalty: 4143.100586
	Iteration 39Q: 3 clusters Score -492966.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -492973.625000 Penalty: 4143.100586
	Iteration 40F: 3 clusters Score -492973.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -492979.750000 Penalty: 4143.100586
	Iteration 41Q: 3 clusters Score -492979.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -492990.125000 Penalty: 4143.100586
	Iteration 42Q: 3 clusters Score -492990.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -492999.437500 Penalty: 4143.100586
	Iteration 43Q: 3 clusters Score -492999.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -493006.906250 Penalty: 4143.100586
	Iteration 44Q: 3 clusters Score -493006.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -493009.031250 Penalty: 4143.100586
	Iteration 45Q: 3 clusters Score -493009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -493011.625000 Penalty: 4143.100586
	Iteration 46Q: 3 clusters Score -493011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -493014.343750 Penalty: 4143.100586
	Iteration 47Q: 3 clusters Score -493014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -493016.937500 Penalty: 4143.100586
	Iteration 48Q: 3 clusters Score -493016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -493019.156250 Penalty: 4143.100586
	Iteration 49Q: 3 clusters Score -493019.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -493022.906250 Penalty: 4143.100586
	Iteration 50Q: 3 clusters Score -493022.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -493026.187500 Penalty: 4143.100586
	Iteration 51Q: 3 clusters Score -493026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -493028.656250 Penalty: 4143.100586
	Iteration 52Q: 3 clusters Score -493028.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -493029.625000 Penalty: 4143.100586
	Iteration 53Q: 3 clusters Score -493029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -493031.125000 Penalty: 4143.100586
	Iteration 54Q: 3 clusters Score -493031.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -493033.343750 Penalty: 4143.100586
	Iteration 55Q: 3 clusters Score -493033.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -493034.000000 Penalty: 4143.100586
	Iteration 56Q: 3 clusters Score -493034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -493035.906250 Penalty: 4143.100586
	Iteration 57Q: 3 clusters Score -493035.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -493038.500000 Penalty: 4143.100586
	Iteration 58Q: 3 clusters Score -493038.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -493043.781250 Penalty: 4143.100586
	Iteration 59Q: 3 clusters Score -493043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -493044.875000 Penalty: 4143.100586
	Iteration 60F: 3 clusters Score -493044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -493047.281250 Penalty: 4143.100586
	Iteration 61Q: 3 clusters Score -493047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -493047.687500 Penalty: 4143.100586
	Iteration 62Q: 3 clusters Score -493047.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -493048.156250 Penalty: 4143.100586
	Iteration 63Q: 3 clusters Score -493048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -493051.343750 Penalty: 4143.100586
	Iteration 64Q: 3 clusters Score -493051.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -493051.187500 Penalty: 4143.100586
	Iteration 65Q: 3 clusters Score -493051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -493051.875000 Penalty: 4143.100586
	Iteration 66Q: 3 clusters Score -493051.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -493051.875000 Penalty: 4143.100586
	Iteration 67F: 3 clusters Score -493051.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -77804.109375 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -77804.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76169.570312 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -76169.57 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -76603.695312 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -76603.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -76798.726562 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -76798.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -76913.640625 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -76913.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -76976.585938 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -76976.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -77010.054688 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -77010.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -77034.257812 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -77034.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -77049.179688 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -77049.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -77068.054688 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -77068.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -77078.734375 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -77078.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -77080.945312 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -77080.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -77083.609375 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -77083.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -77083.609375 Penalty: 3333.229248
	Iteration 12F: 3 clusters Score -77083.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -380853.593750 Penalty: 2006.647583
	Iteration 0F: 2 clusters Score -380853.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -377428.437500 Penalty: 4013.295166
	Iteration 0F: 3 clusters Score -377428.4 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -378141.562500 Penalty: 4013.295166
	Iteration 1F: 3 clusters Score -378141.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -378288.656250 Penalty: 4013.295166
	Iteration 2F: 3 clusters Score -378288.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -378380.312500 Penalty: 4013.295166
	Iteration 3Q: 3 clusters Score -378380.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -378444.468750 Penalty: 4013.295166
	Iteration 4Q: 3 clusters Score -378444.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -378496.843750 Penalty: 4013.295166
	Iteration 5Q: 3 clusters Score -378496.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -378536.031250 Penalty: 4013.295166
	Iteration 6Q: 3 clusters Score -378536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -378568.406250 Penalty: 4013.295166
	Iteration 7Q: 3 clusters Score -378568.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -378599.187500 Penalty: 4013.295166
	Iteration 8Q: 3 clusters Score -378599.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -378623.875000 Penalty: 4013.295166
	Iteration 9Q: 3 clusters Score -378623.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -378644.312500 Penalty: 4013.295166
	Iteration 10Q: 3 clusters Score -378644.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -378655.062500 Penalty: 4013.295166
	Iteration 11Q: 3 clusters Score -378655.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -378663.781250 Penalty: 4013.295166
	Iteration 12Q: 3 clusters Score -378663.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -378672.000000 Penalty: 4013.295166
	Iteration 13Q: 3 clusters Score -378672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -378676.750000 Penalty: 4013.295166
	Iteration 14Q: 3 clusters Score -378676.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -378681.406250 Penalty: 4013.295166
	Iteration 15Q: 3 clusters Score -378681.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -378688.000000 Penalty: 4013.295166
	Iteration 16Q: 3 clusters Score -378688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -378695.562500 Penalty: 4013.295166
	Iteration 17Q: 3 clusters Score -378695.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -378699.968750 Penalty: 4013.295166
	Iteration 18Q: 3 clusters Score -378700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -378703.531250 Penalty: 4013.295166
	Iteration 19Q: 3 clusters Score -378703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -378704.625000 Penalty: 4013.295166
	Iteration 20F: 3 clusters Score -378704.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -378707.906250 Penalty: 4013.295166
	Iteration 21Q: 3 clusters Score -378707.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -378710.593750 Penalty: 4013.295166
	Iteration 22Q: 3 clusters Score -378710.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -378714.312500 Penalty: 4013.295166
	Iteration 23Q: 3 clusters Score -378714.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -378717.000000 Penalty: 4013.295166
	Iteration 24Q: 3 clusters Score -378717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -378720.906250 Penalty: 4013.295166
	Iteration 25Q: 3 clusters Score -378720.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -378722.781250 Penalty: 4013.295166
	Iteration 26Q: 3 clusters Score -378722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -378723.937500 Penalty: 4013.295166
	Iteration 27Q: 3 clusters Score -378723.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -378723.937500 Penalty: 4013.295166
	Iteration 28F: 3 clusters Score -378723.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 183661 members 
Mstep: Class 3 contains 49462 members 
Mstep: Class 4 contains 13449 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 10343 members 
Mstep: Class 7 contains 32316 members 
Mstep: Class 8 contains 5137 members 
Mstep: Class 9 contains 60539 members 
Mstep: Class 10 contains 12453 members 
Mstep: Class 11 contains 8503 members 
Mstep: Class 12 contains 64052 members 
Mstep: Class 13 contains 95886 members 
Mstep: Class 14 contains 216705 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 74622 members 
Mstep: Class 17 contains 251569 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11223 members 
Mstep: Class 20 contains 31016 members 
Mstep: Class 21 contains 6347 members 
Mstep: Class 22 contains 167097 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156004400.000000 Penalty: 90998.031250
Iteration 79Q: 27 clusters Score -1.560044e+08 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 183805 members 
Mstep: Class 3 contains 49498 members 
Mstep: Class 4 contains 13455 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 10332 members 
Mstep: Class 7 contains 32277 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 60812 members 
Mstep: Class 10 contains 12275 members 
Mstep: Class 11 contains 8518 members 
Mstep: Class 12 contains 64096 members 
Mstep: Class 13 contains 95936 members 
Mstep: Class 14 contains 216998 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 74518 members 
Mstep: Class 17 contains 251900 members 
Mstep: Class 18 contains 5208 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 31330 members 
Mstep: Class 21 contains 6509 members 
Mstep: Class 22 contains 167118 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3262 members 
Mstep: Class 26 contains 14996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156006000.000000 Penalty: 90998.031250
Iteration 80F: 27 clusters Score -1.56006e+08 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 183604 members 
Mstep: Class 3 contains 49509 members 
Mstep: Class 4 contains 13463 members 
Mstep: Class 5 contains 3616 members 
Mstep: Class 6 contains 10286 members 
Mstep: Class 7 contains 32235 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 60982 members 
Mstep: Class 10 contains 12109 members 
Mstep: Class 11 contains 8535 members 
Mstep: Class 12 contains 64081 members 
Mstep: Class 13 contains 95913 members 
Mstep: Class 14 contains 216958 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 74311 members 
Mstep: Class 17 contains 251530 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 11222 members 
Mstep: Class 20 contains 31569 members 
Mstep: Class 21 contains 6780 members 
Mstep: Class 22 contains 166860 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3258 members 
Mstep: Class 26 contains 15699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156007648.000000 Penalty: 90998.031250
Iteration 81Q: 27 clusters Score -1.560076e+08 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 183438 members 
Mstep: Class 3 contains 49536 members 
Mstep: Class 4 contains 13468 members 
Mstep: Class 5 contains 3629 members 
Mstep: Class 6 contains 10248 members 
Mstep: Class 7 contains 32191 members 
Mstep: Class 8 contains 4982 members 
Mstep: Class 9 contains 61070 members 
Mstep: Class 10 contains 12057 members 
Mstep: Class 11 contains 8542 members 
Mstep: Class 12 contains 64088 members 
Mstep: Class 13 contains 95907 members 
Mstep: Class 14 contains 216893 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 74135 members 
Mstep: Class 17 contains 251225 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 11221 members 
Mstep: Class 20 contains 31830 members 
Mstep: Class 21 contains 7041 members 
Mstep: Class 22 contains 166599 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3259 members 
Mstep: Class 26 contains 16168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156008704.000000 Penalty: 90998.031250
Iteration 82Q: 27 clusters Score -1.560087e+08 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 183273 members 
Mstep: Class 3 contains 49562 members 
Mstep: Class 4 contains 13471 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 32147 members 
Mstep: Class 8 contains 4954 members 
Mstep: Class 9 contains 61161 members 
Mstep: Class 10 contains 12086 members 
Mstep: Class 11 contains 8558 members 
Mstep: Class 12 contains 64057 members 
Mstep: Class 13 contains 95899 members 
Mstep: Class 14 contains 216791 members 
Mstep: Class 15 contains 10026 members 
Mstep: Class 16 contains 73939 members 
Mstep: Class 17 contains 250983 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11222 members 
Mstep: Class 20 contains 32090 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 166341 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3258 members 
Mstep: Class 26 contains 16583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156009536.000000 Penalty: 90998.031250
Iteration 83Q: 27 clusters Score -1.560095e+08 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 183106 members 
Mstep: Class 3 contains 49571 members 
Mstep: Class 4 contains 13471 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 10175 members 
Mstep: Class 7 contains 32095 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 9 contains 61205 members 
Mstep: Class 10 contains 12161 members 
Mstep: Class 11 contains 8580 members 
Mstep: Class 12 contains 64029 members 
Mstep: Class 13 contains 95902 members 
Mstep: Class 14 contains 216697 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 73782 members 
Mstep: Class 17 contains 250759 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11227 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 7509 members 
Mstep: Class 22 contains 166136 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3254 members 
Mstep: Class 26 contains 16938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156009696.000000 Penalty: 90998.031250
Iteration 84Q: 27 clusters Score -1.560097e+08 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 182984 members 
Mstep: Class 3 contains 49595 members 
Mstep: Class 4 contains 13470 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 10157 members 
Mstep: Class 7 contains 32041 members 
Mstep: Class 8 contains 4922 members 
Mstep: Class 9 contains 61211 members 
Mstep: Class 10 contains 12275 members 
Mstep: Class 11 contains 8599 members 
Mstep: Class 12 contains 63993 members 
Mstep: Class 13 contains 95891 members 
Mstep: Class 14 contains 216616 members 
Mstep: Class 15 contains 10026 members 
Mstep: Class 16 contains 73638 members 
Mstep: Class 17 contains 250558 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 32545 members 
Mstep: Class 21 contains 7711 members 
Mstep: Class 22 contains 165883 members 
Mstep: Class 23 contains 4239 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3254 members 
Mstep: Class 26 contains 17269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156010192.000000 Penalty: 90998.031250
Iteration 85Q: 27 clusters Score -1.560102e+08 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 182845 members 
Mstep: Class 3 contains 49602 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 10137 members 
Mstep: Class 7 contains 31984 members 
Mstep: Class 8 contains 4886 members 
Mstep: Class 9 contains 61208 members 
Mstep: Class 10 contains 12416 members 
Mstep: Class 11 contains 8623 members 
Mstep: Class 12 contains 63962 members 
Mstep: Class 13 contains 95883 members 
Mstep: Class 14 contains 216551 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 73510 members 
Mstep: Class 17 contains 250446 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 32741 members 
Mstep: Class 21 contains 7908 members 
Mstep: Class 22 contains 165635 members 
Mstep: Class 23 contains 4237 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3259 members 
Mstep: Class 26 contains 17527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156010736.000000 Penalty: 90998.031250
Iteration 86Q: 27 clusters Score -1.560107e+08 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 182740 members 
Mstep: Class 3 contains 49629 members 
Mstep: Class 4 contains 13478 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 10130 members 
Mstep: Class 7 contains 31924 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 61148 members 
Mstep: Class 10 contains 12557 members 
Mstep: Class 11 contains 8647 members 
Mstep: Class 12 contains 63937 members 
Mstep: Class 13 contains 95900 members 
Mstep: Class 14 contains 216503 members 
Mstep: Class 15 contains 10026 members 
Mstep: Class 16 contains 73377 members 
Mstep: Class 17 contains 250354 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11230 members 
Mstep: Class 20 contains 32951 members 
Mstep: Class 21 contains 8081 members 
Mstep: Class 22 contains 165362 members 
Mstep: Class 23 contains 4237 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3259 members 
Mstep: Class 26 contains 17744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156010672.000000 Penalty: 90998.031250
Iteration 87Q: 27 clusters Score -1.560107e+08 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 182633 members 
Mstep: Class 3 contains 49654 members 
Mstep: Class 4 contains 13484 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 10107 members 
Mstep: Class 7 contains 31865 members 
Mstep: Class 8 contains 4847 members 
Mstep: Class 9 contains 61082 members 
Mstep: Class 10 contains 12707 members 
Mstep: Class 11 contains 8663 members 
Mstep: Class 12 contains 63908 members 
Mstep: Class 13 contains 95908 members 
Mstep: Class 14 contains 216447 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 73264 members 
Mstep: Class 17 contains 250251 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 33166 members 
Mstep: Class 21 contains 8239 members 
Mstep: Class 22 contains 165120 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3259 members 
Mstep: Class 26 contains 17963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156011248.000000 Penalty: 90998.031250
Iteration 88Q: 27 clusters Score -1.560112e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 182539 members 
Mstep: Class 3 contains 49675 members 
Mstep: Class 4 contains 13487 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 10089 members 
Mstep: Class 7 contains 31824 members 
Mstep: Class 8 contains 4847 members 
Mstep: Class 9 contains 61030 members 
Mstep: Class 10 contains 12858 members 
Mstep: Class 11 contains 8692 members 
Mstep: Class 12 contains 63882 members 
Mstep: Class 13 contains 95914 members 
Mstep: Class 14 contains 216372 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 73175 members 
Mstep: Class 17 contains 250168 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 33365 members 
Mstep: Class 21 contains 8384 members 
Mstep: Class 22 contains 164891 members 
Mstep: Class 23 contains 4235 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3255 members 
Mstep: Class 26 contains 18106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156011408.000000 Penalty: 90998.031250
Iteration 89Q: 27 clusters Score -1.560114e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 182473 members 
Mstep: Class 3 contains 49700 members 
Mstep: Class 4 contains 13492 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 10070 members 
Mstep: Class 7 contains 31779 members 
Mstep: Class 8 contains 4846 members 
Mstep: Class 9 contains 60939 members 
Mstep: Class 10 contains 13016 members 
Mstep: Class 11 contains 8720 members 
Mstep: Class 12 contains 63903 members 
Mstep: Class 13 contains 95933 members 
Mstep: Class 14 contains 216391 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 73067 members 
Mstep: Class 17 contains 250075 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 33546 members 
Mstep: Class 21 contains 8515 members 
Mstep: Class 22 contains 164621 members 
Mstep: Class 23 contains 4235 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3254 members 
Mstep: Class 26 contains 18202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156011328.000000 Penalty: 90998.031250
Iteration 90Q: 27 clusters Score -1.560113e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 182424 members 
Mstep: Class 3 contains 49720 members 
Mstep: Class 4 contains 13494 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 6 contains 10057 members 
Mstep: Class 7 contains 31743 members 
Mstep: Class 8 contains 4849 members 
Mstep: Class 9 contains 60848 members 
Mstep: Class 10 contains 13155 members 
Mstep: Class 11 contains 8752 members 
Mstep: Class 12 contains 63908 members 
Mstep: Class 13 contains 95943 members 
Mstep: Class 14 contains 216394 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 72972 members 
Mstep: Class 17 contains 250024 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 33719 members 
Mstep: Class 21 contains 8646 members 
Mstep: Class 22 contains 164354 members 
Mstep: Class 23 contains 4235 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3255 members 
Mstep: Class 26 contains 18272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156011824.000000 Penalty: 90998.031250
Iteration 91Q: 27 clusters Score -1.560118e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 182375 members 
Mstep: Class 3 contains 49729 members 
Mstep: Class 4 contains 13500 members 
Mstep: Class 5 contains 3774 members 
Mstep: Class 6 contains 10040 members 
Mstep: Class 7 contains 31712 members 
Mstep: Class 8 contains 4860 members 
Mstep: Class 9 contains 60727 members 
Mstep: Class 10 contains 13303 members 
Mstep: Class 11 contains 8780 members 
Mstep: Class 12 contains 63902 members 
Mstep: Class 13 contains 95951 members 
Mstep: Class 14 contains 216435 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 72885 members 
Mstep: Class 17 contains 249964 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 33898 members 
Mstep: Class 21 contains 8751 members 
Mstep: Class 22 contains 164129 members 
Mstep: Class 23 contains 4235 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3254 members 
Mstep: Class 26 contains 18318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156012112.000000 Penalty: 90998.031250
Iteration 92Q: 27 clusters Score -1.560121e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 182361 members 
Mstep: Class 3 contains 49732 members 
Mstep: Class 4 contains 13504 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 10014 members 
Mstep: Class 7 contains 31690 members 
Mstep: Class 8 contains 4870 members 
Mstep: Class 9 contains 60622 members 
Mstep: Class 10 contains 13451 members 
Mstep: Class 11 contains 8817 members 
Mstep: Class 12 contains 63892 members 
Mstep: Class 13 contains 95953 members 
Mstep: Class 14 contains 216486 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 72799 members 
Mstep: Class 17 contains 249914 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11226 members 
Mstep: Class 20 contains 34059 members 
Mstep: Class 21 contains 8839 members 
Mstep: Class 22 contains 163884 members 
Mstep: Class 23 contains 4235 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3255 members 
Mstep: Class 26 contains 18366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156011584.000000 Penalty: 90998.031250
Iteration 93Q: 27 clusters Score -1.560116e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 182363 members 
Mstep: Class 3 contains 49738 members 
Mstep: Class 4 contains 13505 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 10000 members 
Mstep: Class 7 contains 31655 members 
Mstep: Class 8 contains 4865 members 
Mstep: Class 9 contains 60514 members 
Mstep: Class 10 contains 13590 members 
Mstep: Class 11 contains 8844 members 
Mstep: Class 12 contains 63899 members 
Mstep: Class 13 contains 95949 members 
Mstep: Class 14 contains 216529 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 72733 members 
Mstep: Class 17 contains 249829 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 34218 members 
Mstep: Class 21 contains 8920 members 
Mstep: Class 22 contains 163695 members 
Mstep: Class 23 contains 4235 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3256 members 
Mstep: Class 26 contains 18401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156012080.000000 Penalty: 90998.031250
Iteration 94Q: 27 clusters Score -1.560121e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 182342 members 
Mstep: Class 3 contains 49743 members 
Mstep: Class 4 contains 13506 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 9976 members 
Mstep: Class 7 contains 31618 members 
Mstep: Class 8 contains 4882 members 
Mstep: Class 9 contains 60406 members 
Mstep: Class 10 contains 13707 members 
Mstep: Class 11 contains 8869 members 
Mstep: Class 12 contains 63892 members 
Mstep: Class 13 contains 95941 members 
Mstep: Class 14 contains 216571 members 
Mstep: Class 15 contains 10026 members 
Mstep: Class 16 contains 72673 members 
Mstep: Class 17 contains 249763 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 34365 members 
Mstep: Class 21 contains 9008 members 
Mstep: Class 22 contains 163544 members 
Mstep: Class 23 contains 4235 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3257 members 
Mstep: Class 26 contains 18433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156012176.000000 Penalty: 90998.031250
Iteration 95Q: 27 clusters Score -1.560122e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 182313 members 
Mstep: Class 3 contains 49740 members 
Mstep: Class 4 contains 13506 members 
Mstep: Class 5 contains 3801 members 
Mstep: Class 6 contains 9962 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 4882 members 
Mstep: Class 9 contains 60295 members 
Mstep: Class 10 contains 13844 members 
Mstep: Class 11 contains 8880 members 
Mstep: Class 12 contains 63870 members 
Mstep: Class 13 contains 95942 members 
Mstep: Class 14 contains 216619 members 
Mstep: Class 15 contains 10026 members 
Mstep: Class 16 contains 72607 members 
Mstep: Class 17 contains 249698 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11226 members 
Mstep: Class 20 contains 34526 members 
Mstep: Class 21 contains 9094 members 
Mstep: Class 22 contains 163394 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3257 members 
Mstep: Class 26 contains 18466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156012320.000000 Penalty: 90998.031250
Iteration 96Q: 27 clusters Score -1.560123e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 182302 members 
Mstep: Class 3 contains 49740 members 
Mstep: Class 4 contains 13508 members 
Mstep: Class 5 contains 3815 members 
Mstep: Class 6 contains 9942 members 
Mstep: Class 7 contains 31565 members 
Mstep: Class 8 contains 4891 members 
Mstep: Class 9 contains 60179 members 
Mstep: Class 10 contains 13962 members 
Mstep: Class 11 contains 8892 members 
Mstep: Class 12 contains 63847 members 
Mstep: Class 13 contains 95935 members 
Mstep: Class 14 contains 216652 members 
Mstep: Class 15 contains 10028 members 
Mstep: Class 16 contains 72554 members 
Mstep: Class 17 contains 249652 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 34662 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 163261 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3257 members 
Mstep: Class 26 contains 18505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156012448.000000 Penalty: 90998.031250
Iteration 97Q: 27 clusters Score -1.560124e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 182282 members 
Mstep: Class 3 contains 49735 members 
Mstep: Class 4 contains 13511 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 9941 members 
Mstep: Class 7 contains 31539 members 
Mstep: Class 8 contains 4910 members 
Mstep: Class 9 contains 60078 members 
Mstep: Class 10 contains 14033 members 
Mstep: Class 11 contains 8903 members 
Mstep: Class 12 contains 63835 members 
Mstep: Class 13 contains 95937 members 
Mstep: Class 14 contains 216686 members 
Mstep: Class 15 contains 10029 members 
Mstep: Class 16 contains 72508 members 
Mstep: Class 17 contains 249602 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11221 members 
Mstep: Class 20 contains 34785 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 163164 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3257 members 
Mstep: Class 26 contains 18542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156012864.000000 Penalty: 90998.031250
Iteration 98Q: 27 clusters Score -1.560129e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 182265 members 
Mstep: Class 3 contains 49729 members 
Mstep: Class 4 contains 13516 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 9939 members 
Mstep: Class 7 contains 31508 members 
Mstep: Class 8 contains 4919 members 
Mstep: Class 9 contains 59995 members 
Mstep: Class 10 contains 14112 members 
Mstep: Class 11 contains 8917 members 
Mstep: Class 12 contains 63824 members 
Mstep: Class 13 contains 95929 members 
Mstep: Class 14 contains 216717 members 
Mstep: Class 15 contains 10029 members 
Mstep: Class 16 contains 72461 members 
Mstep: Class 17 contains 249583 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11218 members 
Mstep: Class 20 contains 34888 members 
Mstep: Class 21 contains 9260 members 
Mstep: Class 22 contains 163059 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3257 members 
Mstep: Class 26 contains 18574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156012816.000000 Penalty: 90998.031250
Iteration 99Q: 27 clusters Score -1.560128e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 182253 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 13526 members 
Mstep: Class 5 contains 3851 members 
Mstep: Class 6 contains 9934 members 
Mstep: Class 7 contains 31483 members 
Mstep: Class 8 contains 4933 members 
Mstep: Class 9 contains 59938 members 
Mstep: Class 10 contains 14176 members 
Mstep: Class 11 contains 8931 members 
Mstep: Class 12 contains 63824 members 
Mstep: Class 13 contains 95923 members 
Mstep: Class 14 contains 216720 members 
Mstep: Class 15 contains 10030 members 
Mstep: Class 16 contains 72415 members 
Mstep: Class 17 contains 249583 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11218 members 
Mstep: Class 20 contains 34999 members 
Mstep: Class 21 contains 9306 members 
Mstep: Class 22 contains 162920 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3260 members 
Mstep: Class 26 contains 18601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156012832.000000 Penalty: 90998.031250
Iteration 100F: 27 clusters Score -1.560128e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 182246 members 
Mstep: Class 3 contains 49718 members 
Mstep: Class 4 contains 13533 members 
Mstep: Class 5 contains 3864 members 
Mstep: Class 6 contains 9913 members 
Mstep: Class 7 contains 31457 members 
Mstep: Class 8 contains 4931 members 
Mstep: Class 9 contains 59888 members 
Mstep: Class 10 contains 14277 members 
Mstep: Class 11 contains 8941 members 
Mstep: Class 12 contains 63826 members 
Mstep: Class 13 contains 95921 members 
Mstep: Class 14 contains 216724 members 
Mstep: Class 15 contains 10030 members 
Mstep: Class 16 contains 72335 members 
Mstep: Class 17 contains 249593 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11219 members 
Mstep: Class 20 contains 35099 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 162750 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3259 members 
Mstep: Class 26 contains 18623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013296.000000 Penalty: 90998.031250
Iteration 101Q: 27 clusters Score -1.560133e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 182246 members 
Mstep: Class 3 contains 49712 members 
Mstep: Class 4 contains 13539 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 31431 members 
Mstep: Class 8 contains 4942 members 
Mstep: Class 9 contains 59846 members 
Mstep: Class 10 contains 14366 members 
Mstep: Class 11 contains 8948 members 
Mstep: Class 12 contains 63836 members 
Mstep: Class 13 contains 95922 members 
Mstep: Class 14 contains 216717 members 
Mstep: Class 15 contains 10030 members 
Mstep: Class 16 contains 72252 members 
Mstep: Class 17 contains 249591 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11220 members 
Mstep: Class 20 contains 35204 members 
Mstep: Class 21 contains 9486 members 
Mstep: Class 22 contains 162583 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3261 members 
Mstep: Class 26 contains 18650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013344.000000 Penalty: 90998.031250
Iteration 102Q: 27 clusters Score -1.560133e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 182256 members 
Mstep: Class 3 contains 49697 members 
Mstep: Class 4 contains 13541 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 31414 members 
Mstep: Class 8 contains 4945 members 
Mstep: Class 9 contains 59802 members 
Mstep: Class 10 contains 14449 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 63817 members 
Mstep: Class 13 contains 95930 members 
Mstep: Class 14 contains 216703 members 
Mstep: Class 15 contains 10034 members 
Mstep: Class 16 contains 72155 members 
Mstep: Class 17 contains 249581 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11222 members 
Mstep: Class 20 contains 35312 members 
Mstep: Class 21 contains 9584 members 
Mstep: Class 22 contains 162443 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3258 members 
Mstep: Class 26 contains 18676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013376.000000 Penalty: 90998.031250
Iteration 103Q: 27 clusters Score -1.560134e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 182257 members 
Mstep: Class 3 contains 49686 members 
Mstep: Class 4 contains 13540 members 
Mstep: Class 5 contains 3877 members 
Mstep: Class 6 contains 9882 members 
Mstep: Class 7 contains 31404 members 
Mstep: Class 8 contains 4939 members 
Mstep: Class 9 contains 59774 members 
Mstep: Class 10 contains 14528 members 
Mstep: Class 11 contains 8975 members 
Mstep: Class 12 contains 63784 members 
Mstep: Class 13 contains 95936 members 
Mstep: Class 14 contains 216680 members 
Mstep: Class 15 contains 10034 members 
Mstep: Class 16 contains 72066 members 
Mstep: Class 17 contains 249575 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11220 members 
Mstep: Class 20 contains 35408 members 
Mstep: Class 21 contains 9690 members 
Mstep: Class 22 contains 162330 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3255 members 
Mstep: Class 26 contains 18692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013456.000000 Penalty: 90998.031250
Iteration 104Q: 27 clusters Score -1.560135e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 182245 members 
Mstep: Class 3 contains 49688 members 
Mstep: Class 4 contains 13541 members 
Mstep: Class 5 contains 3882 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 31390 members 
Mstep: Class 8 contains 4933 members 
Mstep: Class 9 contains 59731 members 
Mstep: Class 10 contains 14586 members 
Mstep: Class 11 contains 8987 members 
Mstep: Class 12 contains 63749 members 
Mstep: Class 13 contains 95945 members 
Mstep: Class 14 contains 216673 members 
Mstep: Class 15 contains 10033 members 
Mstep: Class 16 contains 71995 members 
Mstep: Class 17 contains 249565 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11220 members 
Mstep: Class 20 contains 35506 members 
Mstep: Class 21 contains 9775 members 
Mstep: Class 22 contains 162238 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3254 members 
Mstep: Class 26 contains 18710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013232.000000 Penalty: 90998.031250
Iteration 105Q: 27 clusters Score -1.560132e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 182226 members 
Mstep: Class 3 contains 49686 members 
Mstep: Class 4 contains 13545 members 
Mstep: Class 5 contains 3891 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 31366 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 59672 members 
Mstep: Class 10 contains 14649 members 
Mstep: Class 11 contains 8999 members 
Mstep: Class 12 contains 63723 members 
Mstep: Class 13 contains 95950 members 
Mstep: Class 14 contains 216676 members 
Mstep: Class 15 contains 10033 members 
Mstep: Class 16 contains 71896 members 
Mstep: Class 17 contains 249561 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11217 members 
Mstep: Class 20 contains 35602 members 
Mstep: Class 21 contains 9879 members 
Mstep: Class 22 contains 162167 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3255 members 
Mstep: Class 26 contains 18723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013328.000000 Penalty: 90998.031250
Iteration 106Q: 27 clusters Score -1.560133e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 182208 members 
Mstep: Class 3 contains 49686 members 
Mstep: Class 4 contains 13545 members 
Mstep: Class 5 contains 3900 members 
Mstep: Class 6 contains 9872 members 
Mstep: Class 7 contains 31342 members 
Mstep: Class 8 contains 4926 members 
Mstep: Class 9 contains 59610 members 
Mstep: Class 10 contains 14687 members 
Mstep: Class 11 contains 9010 members 
Mstep: Class 12 contains 63690 members 
Mstep: Class 13 contains 95957 members 
Mstep: Class 14 contains 216699 members 
Mstep: Class 15 contains 10035 members 
Mstep: Class 16 contains 71810 members 
Mstep: Class 17 contains 249564 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 35690 members 
Mstep: Class 21 contains 9971 members 
Mstep: Class 22 contains 162113 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3257 members 
Mstep: Class 26 contains 18738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013168.000000 Penalty: 90998.031250
Iteration 107Q: 27 clusters Score -1.560132e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 182180 members 
Mstep: Class 3 contains 49686 members 
Mstep: Class 4 contains 13548 members 
Mstep: Class 5 contains 3910 members 
Mstep: Class 6 contains 9865 members 
Mstep: Class 7 contains 31323 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 59566 members 
Mstep: Class 10 contains 14721 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 63669 members 
Mstep: Class 13 contains 95957 members 
Mstep: Class 14 contains 216705 members 
Mstep: Class 15 contains 10034 members 
Mstep: Class 16 contains 71737 members 
Mstep: Class 17 contains 249551 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 35768 members 
Mstep: Class 21 contains 10060 members 
Mstep: Class 22 contains 162069 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3256 members 
Mstep: Class 26 contains 18755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156012864.000000 Penalty: 90998.031250
Iteration 108Q: 27 clusters Score -1.560129e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 182164 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 13550 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 9849 members 
Mstep: Class 7 contains 31306 members 
Mstep: Class 8 contains 4931 members 
Mstep: Class 9 contains 59520 members 
Mstep: Class 10 contains 14754 members 
Mstep: Class 11 contains 9034 members 
Mstep: Class 12 contains 63642 members 
Mstep: Class 13 contains 95958 members 
Mstep: Class 14 contains 216741 members 
Mstep: Class 15 contains 10034 members 
Mstep: Class 16 contains 71651 members 
Mstep: Class 17 contains 249529 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 35838 members 
Mstep: Class 21 contains 10146 members 
Mstep: Class 22 contains 162036 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3255 members 
Mstep: Class 26 contains 18772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013024.000000 Penalty: 90998.031250
Iteration 109Q: 27 clusters Score -1.56013e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 182154 members 
Mstep: Class 3 contains 49681 members 
Mstep: Class 4 contains 13555 members 
Mstep: Class 5 contains 3918 members 
Mstep: Class 6 contains 9844 members 
Mstep: Class 7 contains 31296 members 
Mstep: Class 8 contains 4932 members 
Mstep: Class 9 contains 59470 members 
Mstep: Class 10 contains 14780 members 
Mstep: Class 11 contains 9042 members 
Mstep: Class 12 contains 63617 members 
Mstep: Class 13 contains 95955 members 
Mstep: Class 14 contains 216749 members 
Mstep: Class 15 contains 10034 members 
Mstep: Class 16 contains 71571 members 
Mstep: Class 17 contains 249501 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 35908 members 
Mstep: Class 21 contains 10246 members 
Mstep: Class 22 contains 162008 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3252 members 
Mstep: Class 26 contains 18791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013376.000000 Penalty: 90998.031250
Iteration 110Q: 27 clusters Score -1.560134e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 182146 members 
Mstep: Class 3 contains 49682 members 
Mstep: Class 4 contains 13556 members 
Mstep: Class 5 contains 3924 members 
Mstep: Class 6 contains 9840 members 
Mstep: Class 7 contains 31282 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 59425 members 
Mstep: Class 10 contains 14799 members 
Mstep: Class 11 contains 9048 members 
Mstep: Class 12 contains 63605 members 
Mstep: Class 13 contains 95955 members 
Mstep: Class 14 contains 216748 members 
Mstep: Class 15 contains 10034 members 
Mstep: Class 16 contains 71503 members 
Mstep: Class 17 contains 249489 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 35972 members 
Mstep: Class 21 contains 10330 members 
Mstep: Class 22 contains 161998 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3250 members 
Mstep: Class 26 contains 18792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013296.000000 Penalty: 90998.031250
Iteration 111Q: 27 clusters Score -1.560133e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 182138 members 
Mstep: Class 3 contains 49686 members 
Mstep: Class 4 contains 13556 members 
Mstep: Class 5 contains 3935 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 31261 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 59384 members 
Mstep: Class 10 contains 14813 members 
Mstep: Class 11 contains 9051 members 
Mstep: Class 12 contains 63597 members 
Mstep: Class 13 contains 95957 members 
Mstep: Class 14 contains 216738 members 
Mstep: Class 15 contains 10034 members 
Mstep: Class 16 contains 71407 members 
Mstep: Class 17 contains 249496 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11212 members 
Mstep: Class 20 contains 36037 members 
Mstep: Class 21 contains 10434 members 
Mstep: Class 22 contains 161971 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3249 members 
Mstep: Class 26 contains 18801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013376.000000 Penalty: 90998.031250
Iteration 112Q: 27 clusters Score -1.560134e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 182137 members 
Mstep: Class 3 contains 49682 members 
Mstep: Class 4 contains 13558 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 9833 members 
Mstep: Class 7 contains 31251 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 9 contains 59346 members 
Mstep: Class 10 contains 14824 members 
Mstep: Class 11 contains 9056 members 
Mstep: Class 12 contains 63575 members 
Mstep: Class 13 contains 95961 members 
Mstep: Class 14 contains 216721 members 
Mstep: Class 15 contains 10035 members 
Mstep: Class 16 contains 71324 members 
Mstep: Class 17 contains 249504 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 36109 members 
Mstep: Class 21 contains 10518 members 
Mstep: Class 22 contains 161948 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3249 members 
Mstep: Class 26 contains 18808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013440.000000 Penalty: 90998.031250
Iteration 113Q: 27 clusters Score -1.560134e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 182120 members 
Mstep: Class 3 contains 49690 members 
Mstep: Class 4 contains 13560 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 9836 members 
Mstep: Class 7 contains 31240 members 
Mstep: Class 8 contains 4922 members 
Mstep: Class 9 contains 59304 members 
Mstep: Class 10 contains 14844 members 
Mstep: Class 11 contains 9061 members 
Mstep: Class 12 contains 63547 members 
Mstep: Class 13 contains 95965 members 
Mstep: Class 14 contains 216734 members 
Mstep: Class 15 contains 10035 members 
Mstep: Class 16 contains 71259 members 
Mstep: Class 17 contains 249510 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 36158 members 
Mstep: Class 21 contains 10581 members 
Mstep: Class 22 contains 161926 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3249 members 
Mstep: Class 26 contains 18814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013408.000000 Penalty: 90998.031250
Iteration 114Q: 27 clusters Score -1.560134e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 182110 members 
Mstep: Class 3 contains 49694 members 
Mstep: Class 4 contains 13561 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 6 contains 9832 members 
Mstep: Class 7 contains 31229 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 9 contains 59263 members 
Mstep: Class 10 contains 14859 members 
Mstep: Class 11 contains 9064 members 
Mstep: Class 12 contains 63525 members 
Mstep: Class 13 contains 95967 members 
Mstep: Class 14 contains 216731 members 
Mstep: Class 15 contains 10035 members 
Mstep: Class 16 contains 71189 members 
Mstep: Class 17 contains 249508 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 36217 members 
Mstep: Class 21 contains 10658 members 
Mstep: Class 22 contains 161916 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3249 members 
Mstep: Class 26 contains 18821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013504.000000 Penalty: 90998.031250
Iteration 115Q: 27 clusters Score -1.560135e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 182102 members 
Mstep: Class 3 contains 49696 members 
Mstep: Class 4 contains 13562 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 9827 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 4929 members 
Mstep: Class 9 contains 59222 members 
Mstep: Class 10 contains 14876 members 
Mstep: Class 11 contains 9066 members 
Mstep: Class 12 contains 63503 members 
Mstep: Class 13 contains 95974 members 
Mstep: Class 14 contains 216743 members 
Mstep: Class 15 contains 10036 members 
Mstep: Class 16 contains 71130 members 
Mstep: Class 17 contains 249492 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 36267 members 
Mstep: Class 21 contains 10726 members 
Mstep: Class 22 contains 161898 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3253 members 
Mstep: Class 26 contains 18831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013472.000000 Penalty: 90998.031250
Iteration 116Q: 27 clusters Score -1.560135e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 182115 members 
Mstep: Class 3 contains 49691 members 
Mstep: Class 4 contains 13562 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 9826 members 
Mstep: Class 7 contains 31216 members 
Mstep: Class 8 contains 4932 members 
Mstep: Class 9 contains 59176 members 
Mstep: Class 10 contains 14877 members 
Mstep: Class 11 contains 9070 members 
Mstep: Class 12 contains 63485 members 
Mstep: Class 13 contains 95980 members 
Mstep: Class 14 contains 216747 members 
Mstep: Class 15 contains 10036 members 
Mstep: Class 16 contains 71066 members 
Mstep: Class 17 contains 249485 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 36330 members 
Mstep: Class 21 contains 10791 members 
Mstep: Class 22 contains 161874 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3250 members 
Mstep: Class 26 contains 18840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013472.000000 Penalty: 90998.031250
Iteration 117Q: 27 clusters Score -1.560135e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 182109 members 
Mstep: Class 3 contains 49681 members 
Mstep: Class 4 contains 13565 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 9820 members 
Mstep: Class 7 contains 31210 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 59134 members 
Mstep: Class 10 contains 14882 members 
Mstep: Class 11 contains 9071 members 
Mstep: Class 12 contains 63464 members 
Mstep: Class 13 contains 95986 members 
Mstep: Class 14 contains 216744 members 
Mstep: Class 15 contains 10036 members 
Mstep: Class 16 contains 71016 members 
Mstep: Class 17 contains 249476 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11210 members 
Mstep: Class 20 contains 36398 members 
Mstep: Class 21 contains 10854 members 
Mstep: Class 22 contains 161863 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3247 members 
Mstep: Class 26 contains 18847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156013568.000000 Penalty: 90998.031250
Iteration 118Q: 27 clusters Score -1.560136e+08 nChanged 410
Entering ConstructFrom: 
Score: -156013568.000000 Penalty: 90998.031250
Entering ConstructFrom: 
Trying to split cluster 1 (8143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Entering Unmasked Estep 
Score: -960733.437500 Penalty: 2233.218750
	Iteration 0F: 2 clusters Score -960733.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -954193.375000 Penalty: 4466.437500
	Iteration 0F: 3 clusters Score -954193.4 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -956017.500000 Penalty: 4466.437500
	Iteration 1F: 3 clusters Score -956017.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -956247.125000 Penalty: 4466.437500
	Iteration 2F: 3 clusters Score -956247.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -956417.500000 Penalty: 4466.437500
	Iteration 3Q: 3 clusters Score -956417.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -956528.562500 Penalty: 4466.437500
	Iteration 4Q: 3 clusters Score -956528.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -956608.937500 Penalty: 4466.437500
	Iteration 5Q: 3 clusters Score -956608.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -956675.437500 Penalty: 4466.437500
	Iteration 6Q: 3 clusters Score -956675.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -956730.187500 Penalty: 4466.437500
	Iteration 7Q: 3 clusters Score -956730.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -956774.687500 Penalty: 4466.437500
	Iteration 8Q: 3 clusters Score -956774.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -956819.562500 Penalty: 4466.437500
	Iteration 9Q: 3 clusters Score -956819.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -956862.375000 Penalty: 4466.437500
	Iteration 10Q: 3 clusters Score -956862.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -956907.375000 Penalty: 4466.437500
	Iteration 11Q: 3 clusters Score -956907.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -956952.125000 Penalty: 4466.437500
	Iteration 12Q: 3 clusters Score -956952.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -957002.625000 Penalty: 4466.437500
	Iteration 13Q: 3 clusters Score -957002.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -957062.187500 Penalty: 4466.437500
	Iteration 14Q: 3 clusters Score -957062.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -957135.375000 Penalty: 4466.437500
	Iteration 15Q: 3 clusters Score -957135.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -957212.625000 Penalty: 4466.437500
	Iteration 16Q: 3 clusters Score -957212.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -957286.812500 Penalty: 4466.437500
	Iteration 17Q: 3 clusters Score -957286.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -957384.562500 Penalty: 4466.437500
	Iteration 18Q: 3 clusters Score -957384.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -957499.812500 Penalty: 4466.437500
	Iteration 19Q: 3 clusters Score -957499.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -957649.875000 Penalty: 4466.437500
	Iteration 20F: 3 clusters Score -957649.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -957827.312500 Penalty: 4466.437500
	Iteration 21Q: 3 clusters Score -957827.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -957999.000000 Penalty: 4466.437500
	Iteration 22Q: 3 clusters Score -957999 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -958169.125000 Penalty: 4466.437500
	Iteration 23Q: 3 clusters Score -958169.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -958318.062500 Penalty: 4466.437500
	Iteration 24Q: 3 clusters Score -958318.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -958432.875000 Penalty: 4466.437500
	Iteration 25Q: 3 clusters Score -958432.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -958502.562500 Penalty: 4466.437500
	Iteration 26Q: 3 clusters Score -958502.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -958565.687500 Penalty: 4466.437500
	Iteration 27Q: 3 clusters Score -958565.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -958618.562500 Penalty: 4466.437500
	Iteration 28Q: 3 clusters Score -958618.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -958668.062500 Penalty: 4466.437500
	Iteration 29Q: 3 clusters Score -958668.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -958693.500000 Penalty: 4466.437500
	Iteration 30Q: 3 clusters Score -958693.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -958719.500000 Penalty: 4466.437500
	Iteration 31Q: 3 clusters Score -958719.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -958735.500000 Penalty: 4466.437500
	Iteration 32Q: 3 clusters Score -958735.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -958753.437500 Penalty: 4466.437500
	Iteration 33Q: 3 clusters Score -958753.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -958764.937500 Penalty: 4466.437500
	Iteration 34Q: 3 clusters Score -958764.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -958779.250000 Penalty: 4466.437500
	Iteration 35Q: 3 clusters Score -958779.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -958791.187500 Penalty: 4466.437500
	Iteration 36Q: 3 clusters Score -958791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -958796.312500 Penalty: 4466.437500
	Iteration 37Q: 3 clusters Score -958796.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -958804.125000 Penalty: 4466.437500
	Iteration 38Q: 3 clusters Score -958804.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -958809.000000 Penalty: 4466.437500
	Iteration 39Q: 3 clusters Score -958809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -958811.187500 Penalty: 4466.437500
	Iteration 40F: 3 clusters Score -958811.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -958818.000000 Penalty: 4466.437500
	Iteration 41Q: 3 clusters Score -958818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -958822.750000 Penalty: 4466.437500
	Iteration 42Q: 3 clusters Score -958822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -958828.750000 Penalty: 4466.437500
	Iteration 43Q: 3 clusters Score -958828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -958829.687500 Penalty: 4466.437500
	Iteration 44Q: 3 clusters Score -958829.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -958831.562500 Penalty: 4466.437500
	Iteration 45Q: 3 clusters Score -958831.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -958836.562500 Penalty: 4466.437500
	Iteration 46Q: 3 clusters Score -958836.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -958837.187500 Penalty: 4466.437500
	Iteration 47Q: 3 clusters Score -958837.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -958837.187500 Penalty: 4466.437500
	Iteration 48F: 3 clusters Score -958837.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (182112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182112 members 
Entering Unmasked Estep 
Score: -21769026.000000 Penalty: 3003.869629
	Iteration 0F: 2 clusters Score -2.176903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91201 members 
Mstep: Class 2 contains 90911 members 
Entering Unmasked Estep 
Score: -21656230.000000 Penalty: 6007.739258
	Iteration 0F: 3 clusters Score -2.165623e+07 nChanged 87808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97353 members 
Mstep: Class 2 contains 84759 members 
Entering Unmasked Estep 
Score: -21708784.000000 Penalty: 6007.739258
	Iteration 1F: 3 clusters Score -2.170878e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101258 members 
Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
Score: -21710652.000000 Penalty: 6007.739258
	Iteration 2Q: 3 clusters Score -2.171065e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107110 members 
Mstep: Class 2 contains 75002 members 
Entering Unmasked Estep 
Score: -21713726.000000 Penalty: 6007.739258
	Iteration 3Q: 3 clusters Score -2.171373e+07 nChanged 10336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115564 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -21719124.000000 Penalty: 6007.739258
	Iteration 4F: 3 clusters Score -2.171912e+07 nChanged 12831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127027 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -21727844.000000 Penalty: 6007.739258
	Iteration 5F: 3 clusters Score -2.172784e+07 nChanged 14750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140807 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -21740118.000000 Penalty: 6007.739258
	Iteration 6F: 3 clusters Score -2.174012e+07 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154686 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -21752314.000000 Penalty: 6007.739258
	Iteration 7F: 3 clusters Score -2.175231e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166247 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -21760412.000000 Penalty: 6007.739258
	Iteration 8F: 3 clusters Score -2.176041e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173309 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -21764112.000000 Penalty: 6007.739258
	Iteration 9Q: 3 clusters Score -2.176411e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176948 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -21765592.000000 Penalty: 6007.739258
	Iteration 10Q: 3 clusters Score -2.176559e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178818 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -21766128.000000 Penalty: 6007.739258
	Iteration 11Q: 3 clusters Score -2.176613e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179677 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -21766384.000000 Penalty: 6007.739258
	Iteration 12Q: 3 clusters Score -2.176638e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180177 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -21766520.000000 Penalty: 6007.739258
	Iteration 13Q: 3 clusters Score -2.176652e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180436 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -21766590.000000 Penalty: 6007.739258
	Iteration 14Q: 3 clusters Score -2.176659e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180603 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -21766668.000000 Penalty: 6007.739258
	Iteration 15Q: 3 clusters Score -2.176667e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180747 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -21766688.000000 Penalty: 6007.739258
	Iteration 16Q: 3 clusters Score -2.176669e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180834 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -21766720.000000 Penalty: 6007.739258
	Iteration 17Q: 3 clusters Score -2.176672e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180893 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21766722.000000 Penalty: 6007.739258
	Iteration 18Q: 3 clusters Score -2.176672e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180940 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -21766712.000000 Penalty: 6007.739258
	Iteration 19Q: 3 clusters Score -2.176671e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180973 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -21766758.000000 Penalty: 6007.739258
	Iteration 20F: 3 clusters Score -2.176676e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180983 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -21766788.000000 Penalty: 6007.739258
	Iteration 21Q: 3 clusters Score -2.176679e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181010 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -21766768.000000 Penalty: 6007.739258
	Iteration 22Q: 3 clusters Score -2.176677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181031 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21766754.000000 Penalty: 6007.739258
	Iteration 23Q: 3 clusters Score -2.176675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181037 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -21766762.000000 Penalty: 6007.739258
	Iteration 24Q: 3 clusters Score -2.176676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181041 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -21766782.000000 Penalty: 6007.739258
	Iteration 25Q: 3 clusters Score -2.176678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181050 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21766776.000000 Penalty: 6007.739258
	Iteration 26Q: 3 clusters Score -2.176678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181058 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -21766790.000000 Penalty: 6007.739258
	Iteration 27Q: 3 clusters Score -2.176679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181065 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -21766798.000000 Penalty: 6007.739258
	Iteration 28Q: 3 clusters Score -2.17668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181068 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -21766808.000000 Penalty: 6007.739258
	Iteration 29Q: 3 clusters Score -2.176681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181070 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -21766812.000000 Penalty: 6007.739258
	Iteration 30Q: 3 clusters Score -2.176681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181069 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21766828.000000 Penalty: 6007.739258
	Iteration 31Q: 3 clusters Score -2.176683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181069 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21766828.000000 Penalty: 6007.739258
	Iteration 32F: 3 clusters Score -2.176683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Entering Unmasked Estep 
Score: -5881106.000000 Penalty: 2681.697754
	Iteration 0F: 2 clusters Score -5881106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -5847656.500000 Penalty: 5363.395508
	Iteration 0F: 3 clusters Score -5847656 nChanged 22969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -5860966.000000 Penalty: 5363.395508
	Iteration 1F: 3 clusters Score -5860966 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -5862198.000000 Penalty: 5363.395508
	Iteration 2F: 3 clusters Score -5862198 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -5863872.500000 Penalty: 5363.395508
	Iteration 3F: 3 clusters Score -5863872 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -5866097.000000 Penalty: 5363.395508
	Iteration 4F: 3 clusters Score -5866097 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -5868738.500000 Penalty: 5363.395508
	Iteration 5F: 3 clusters Score -5868738 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -5871312.500000 Penalty: 5363.395508
	Iteration 6F: 3 clusters Score -5871312 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -5873461.000000 Penalty: 5363.395508
	Iteration 7F: 3 clusters Score -5873461 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -5875355.500000 Penalty: 5363.395508
	Iteration 8Q: 3 clusters Score -5875356 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -5876795.500000 Penalty: 5363.395508
	Iteration 9Q: 3 clusters Score -5876796 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -5877729.500000 Penalty: 5363.395508
	Iteration 10Q: 3 clusters Score -5877730 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -5878183.000000 Penalty: 5363.395508
	Iteration 11Q: 3 clusters Score -5878183 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -5878416.500000 Penalty: 5363.395508
	Iteration 12Q: 3 clusters Score -5878416 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -5878545.000000 Penalty: 5363.395508
	Iteration 13Q: 3 clusters Score -5878545 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -5878634.000000 Penalty: 5363.395508
	Iteration 14Q: 3 clusters Score -5878634 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -5878709.000000 Penalty: 5363.395508
	Iteration 15Q: 3 clusters Score -5878709 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -5878754.000000 Penalty: 5363.395508
	Iteration 16Q: 3 clusters Score -5878754 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -5878791.500000 Penalty: 5363.395508
	Iteration 17Q: 3 clusters Score -5878792 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -5878820.000000 Penalty: 5363.395508
	Iteration 18Q: 3 clusters Score -5878820 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -5878877.500000 Penalty: 5363.395508
	Iteration 19Q: 3 clusters Score -5878878 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -5878917.500000 Penalty: 5363.395508
	Iteration 20F: 3 clusters Score -5878918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -5878926.500000 Penalty: 5363.395508
	Iteration 21Q: 3 clusters Score -5878926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -5878960.000000 Penalty: 5363.395508
	Iteration 22Q: 3 clusters Score -5878960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -5878971.500000 Penalty: 5363.395508
	Iteration 23Q: 3 clusters Score -5878972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -5878993.500000 Penalty: 5363.395508
	Iteration 24Q: 3 clusters Score -5878994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -5879008.500000 Penalty: 5363.395508
	Iteration 25Q: 3 clusters Score -5879008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -5879015.000000 Penalty: 5363.395508
	Iteration 26Q: 3 clusters Score -5879015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -5879013.000000 Penalty: 5363.395508
	Iteration 27Q: 3 clusters Score -5879013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -5879018.500000 Penalty: 5363.395508
	Iteration 28Q: 3 clusters Score -5879018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -5879030.500000 Penalty: 5363.395508
	Iteration 29Q: 3 clusters Score -5879030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -5879016.500000 Penalty: 5363.395508
	Iteration 30Q: 3 clusters Score -5879016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -5879029.500000 Penalty: 5363.395508
	Iteration 31Q: 3 clusters Score -5879030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -5879038.500000 Penalty: 5363.395508
	Iteration 32Q: 3 clusters Score -5879038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -5879051.500000 Penalty: 5363.395508
	Iteration 33Q: 3 clusters Score -5879052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -5879060.000000 Penalty: 5363.395508
	Iteration 34Q: 3 clusters Score -5879060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -5879061.500000 Penalty: 5363.395508
	Iteration 35Q: 3 clusters Score -5879062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -5879059.000000 Penalty: 5363.395508
	Iteration 36Q: 3 clusters Score -5879059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -5879049.000000 Penalty: 5363.395508
	Iteration 37Q: 3 clusters Score -5879049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -5879063.500000 Penalty: 5363.395508
	Iteration 38Q: 3 clusters Score -5879064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -5879070.500000 Penalty: 5363.395508
	Iteration 39Q: 3 clusters Score -5879070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -5879069.500000 Penalty: 5363.395508
	Iteration 40F: 3 clusters Score -5879070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -5879074.500000 Penalty: 5363.395508
	Iteration 41Q: 3 clusters Score -5879074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -5879087.000000 Penalty: 5363.395508
	Iteration 42Q: 3 clusters Score -5879087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -5879089.500000 Penalty: 5363.395508
	Iteration 43Q: 3 clusters Score -5879090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -5879094.500000 Penalty: 5363.395508
	Iteration 44Q: 3 clusters Score -5879094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -5879090.500000 Penalty: 5363.395508
	Iteration 45Q: 3 clusters Score -5879090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -5879088.500000 Penalty: 5363.395508
	Iteration 46Q: 3 clusters Score -5879088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -5879094.000000 Penalty: 5363.395508
	Iteration 47Q: 3 clusters Score -5879094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -5879092.500000 Penalty: 5363.395508
	Iteration 48Q: 3 clusters Score -5879092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -5879091.500000 Penalty: 5363.395508
	Iteration 49Q: 3 clusters Score -5879092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -5879094.500000 Penalty: 5363.395508
	Iteration 50Q: 3 clusters Score -5879094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -5879100.500000 Penalty: 5363.395508
	Iteration 51Q: 3 clusters Score -5879100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -5879100.000000 Penalty: 5363.395508
	Iteration 52Q: 3 clusters Score -5879100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -5879104.500000 Penalty: 5363.395508
	Iteration 53Q: 3 clusters Score -5879104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -5879107.000000 Penalty: 5363.395508
	Iteration 54Q: 3 clusters Score -5879107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -5879110.500000 Penalty: 5363.395508
	Iteration 55Q: 3 clusters Score -5879110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -5879110.500000 Penalty: 5363.395508
	Iteration 56Q: 3 clusters Score -5879110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -5879110.000000 Penalty: 5363.395508
	Iteration 57Q: 3 clusters Score -5879110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -5879116.500000 Penalty: 5363.395508
	Iteration 58Q: 3 clusters Score -5879116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -5879111.500000 Penalty: 5363.395508
	Iteration 59Q: 3 clusters Score -5879112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -5879118.000000 Penalty: 5363.395508
	Iteration 60F: 3 clusters Score -5879118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -5879115.500000 Penalty: 5363.395508
	Iteration 61Q: 3 clusters Score -5879116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -5879125.000000 Penalty: 5363.395508
	Iteration 62Q: 3 clusters Score -5879125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -5879124.000000 Penalty: 5363.395508
	Iteration 63Q: 3 clusters Score -5879124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -5879135.500000 Penalty: 5363.395508
	Iteration 64Q: 3 clusters Score -5879136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -5879137.500000 Penalty: 5363.395508
	Iteration 65Q: 3 clusters Score -5879138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -5879138.000000 Penalty: 5363.395508
	Iteration 66Q: 3 clusters Score -5879138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -5879134.500000 Penalty: 5363.395508
	Iteration 67Q: 3 clusters Score -5879134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -5879147.000000 Penalty: 5363.395508
	Iteration 68Q: 3 clusters Score -5879147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -5879142.500000 Penalty: 5363.395508
	Iteration 69Q: 3 clusters Score -5879142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -5879141.500000 Penalty: 5363.395508
	Iteration 70Q: 3 clusters Score -5879142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -5879149.500000 Penalty: 5363.395508
	Iteration 71Q: 3 clusters Score -5879150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -5879148.000000 Penalty: 5363.395508
	Iteration 72Q: 3 clusters Score -5879148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -5879148.000000 Penalty: 5363.395508
	Iteration 73Q: 3 clusters Score -5879148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -5879152.500000 Penalty: 5363.395508
	Iteration 74Q: 3 clusters Score -5879152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -5879152.500000 Penalty: 5363.395508
	Iteration 75Q: 3 clusters Score -5879152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -5879158.000000 Penalty: 5363.395508
	Iteration 76Q: 3 clusters Score -5879158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -5879158.500000 Penalty: 5363.395508
	Iteration 77Q: 3 clusters Score -5879158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -5879158.000000 Penalty: 5363.395508
	Iteration 78Q: 3 clusters Score -5879158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -5879164.500000 Penalty: 5363.395508
	Iteration 79Q: 3 clusters Score -5879164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -5879165.000000 Penalty: 5363.395508
	Iteration 80F: 3 clusters Score -5879165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -5879163.000000 Penalty: 5363.395508
	Iteration 81Q: 3 clusters Score -5879163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -5879161.000000 Penalty: 5363.395508
	Iteration 82Q: 3 clusters Score -5879161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -5879161.000000 Penalty: 5363.395508
	Iteration 83Q: 3 clusters Score -5879161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -5879162.000000 Penalty: 5363.395508
	Iteration 84Q: 3 clusters Score -5879162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -5879162.000000 Penalty: 5363.395508
	Iteration 85F: 3 clusters Score -5879162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Entering Unmasked Estep 
Score: -1592888.625000 Penalty: 2359.854736
	Iteration 0F: 2 clusters Score -1592889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1582963.750000 Penalty: 4719.709473
	Iteration 0F: 3 clusters Score -1582964 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1586049.500000 Penalty: 4719.709473
	Iteration 1F: 3 clusters Score -1586050 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1586409.625000 Penalty: 4719.709473
	Iteration 2F: 3 clusters Score -1586410 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1586700.875000 Penalty: 4719.709473
	Iteration 3Q: 3 clusters Score -1586701 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1586942.625000 Penalty: 4719.709473
	Iteration 4Q: 3 clusters Score -1586943 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1587135.625000 Penalty: 4719.709473
	Iteration 5Q: 3 clusters Score -1587136 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1587300.625000 Penalty: 4719.709473
	Iteration 6Q: 3 clusters Score -1587301 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1587421.375000 Penalty: 4719.709473
	Iteration 7Q: 3 clusters Score -1587421 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1587553.500000 Penalty: 4719.709473
	Iteration 8Q: 3 clusters Score -1587554 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1587684.750000 Penalty: 4719.709473
	Iteration 9Q: 3 clusters Score -1587685 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1587850.750000 Penalty: 4719.709473
	Iteration 10Q: 3 clusters Score -1587851 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1588048.000000 Penalty: 4719.709473
	Iteration 11Q: 3 clusters Score -1588048 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1588314.000000 Penalty: 4719.709473
	Iteration 12Q: 3 clusters Score -1588314 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1588613.625000 Penalty: 4719.709473
	Iteration 13Q: 3 clusters Score -1588614 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1588925.500000 Penalty: 4719.709473
	Iteration 14Q: 3 clusters Score -1588926 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1589250.000000 Penalty: 4719.709473
	Iteration 15Q: 3 clusters Score -1589250 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1589560.875000 Penalty: 4719.709473
	Iteration 16Q: 3 clusters Score -1589561 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1589880.500000 Penalty: 4719.709473
	Iteration 17Q: 3 clusters Score -1589880 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1590112.250000 Penalty: 4719.709473
	Iteration 18Q: 3 clusters Score -1590112 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1590271.375000 Penalty: 4719.709473
	Iteration 19Q: 3 clusters Score -1590271 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1590403.375000 Penalty: 4719.709473
	Iteration 20F: 3 clusters Score -1590403 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1590510.750000 Penalty: 4719.709473
	Iteration 21Q: 3 clusters Score -1590511 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1590601.000000 Penalty: 4719.709473
	Iteration 22Q: 3 clusters Score -1590601 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1590669.500000 Penalty: 4719.709473
	Iteration 23Q: 3 clusters Score -1590670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1590720.625000 Penalty: 4719.709473
	Iteration 24Q: 3 clusters Score -1590721 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1590778.375000 Penalty: 4719.709473
	Iteration 25Q: 3 clusters Score -1590778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1590808.000000 Penalty: 4719.709473
	Iteration 26Q: 3 clusters Score -1590808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1590831.250000 Penalty: 4719.709473
	Iteration 27Q: 3 clusters Score -1590831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1590849.375000 Penalty: 4719.709473
	Iteration 28Q: 3 clusters Score -1590849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1590868.250000 Penalty: 4719.709473
	Iteration 29Q: 3 clusters Score -1590868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1590885.875000 Penalty: 4719.709473
	Iteration 30Q: 3 clusters Score -1590886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1590903.000000 Penalty: 4719.709473
	Iteration 31Q: 3 clusters Score -1590903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1590922.125000 Penalty: 4719.709473
	Iteration 32Q: 3 clusters Score -1590922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1590935.500000 Penalty: 4719.709473
	Iteration 33Q: 3 clusters Score -1590936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1590948.875000 Penalty: 4719.709473
	Iteration 34Q: 3 clusters Score -1590949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1590959.375000 Penalty: 4719.709473
	Iteration 35Q: 3 clusters Score -1590959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1590970.625000 Penalty: 4719.709473
	Iteration 36Q: 3 clusters Score -1590971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1590976.125000 Penalty: 4719.709473
	Iteration 37Q: 3 clusters Score -1590976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1590978.125000 Penalty: 4719.709473
	Iteration 38Q: 3 clusters Score -1590978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1590979.625000 Penalty: 4719.709473
	Iteration 39Q: 3 clusters Score -1590980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1590983.250000 Penalty: 4719.709473
	Iteration 40F: 3 clusters Score -1590983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1590988.625000 Penalty: 4719.709473
	Iteration 41Q: 3 clusters Score -1590989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1590991.875000 Penalty: 4719.709473
	Iteration 42Q: 3 clusters Score -1590992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1590991.875000 Penalty: 4719.709473
	Iteration 43Q: 3 clusters Score -1590992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1590990.000000 Penalty: 4719.709473
	Iteration 44Q: 3 clusters Score -1590990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1590991.500000 Penalty: 4719.709473
	Iteration 45Q: 3 clusters Score -1590992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1590991.500000 Penalty: 4719.709473
	Iteration 46F: 3 clusters Score -1590992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Entering Unmasked Estep 
Score: -445042.281250 Penalty: 2055.369385
	Iteration 0F: 2 clusters Score -445042.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -441097.062500 Penalty: 4110.738770
	Iteration 0F: 3 clusters Score -441097.1 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -442033.187500 Penalty: 4110.738770
	Iteration 1F: 3 clusters Score -442033.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -442316.750000 Penalty: 4110.738770
	Iteration 2F: 3 clusters Score -442316.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -442512.093750 Penalty: 4110.738770
	Iteration 3F: 3 clusters Score -442512.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -442660.312500 Penalty: 4110.738770
	Iteration 4Q: 3 clusters Score -442660.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -442755.250000 Penalty: 4110.738770
	Iteration 5Q: 3 clusters Score -442755.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -442828.281250 Penalty: 4110.738770
	Iteration 6Q: 3 clusters Score -442828.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -442876.937500 Penalty: 4110.738770
	Iteration 7Q: 3 clusters Score -442876.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -442918.718750 Penalty: 4110.738770
	Iteration 8Q: 3 clusters Score -442918.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -442948.968750 Penalty: 4110.738770
	Iteration 9Q: 3 clusters Score -442949 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -442982.312500 Penalty: 4110.738770
	Iteration 10Q: 3 clusters Score -442982.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -443011.500000 Penalty: 4110.738770
	Iteration 11Q: 3 clusters Score -443011.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -443039.906250 Penalty: 4110.738770
	Iteration 12Q: 3 clusters Score -443039.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -443066.125000 Penalty: 4110.738770
	Iteration 13Q: 3 clusters Score -443066.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -443079.500000 Penalty: 4110.738770
	Iteration 14Q: 3 clusters Score -443079.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -443087.625000 Penalty: 4110.738770
	Iteration 15Q: 3 clusters Score -443087.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -443092.437500 Penalty: 4110.738770
	Iteration 16Q: 3 clusters Score -443092.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -443098.937500 Penalty: 4110.738770
	Iteration 17Q: 3 clusters Score -443098.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -443102.468750 Penalty: 4110.738770
	Iteration 18Q: 3 clusters Score -443102.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -443106.218750 Penalty: 4110.738770
	Iteration 19Q: 3 clusters Score -443106.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -443109.062500 Penalty: 4110.738770
	Iteration 20F: 3 clusters Score -443109.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -443110.031250 Penalty: 4110.738770
	Iteration 21Q: 3 clusters Score -443110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -443112.718750 Penalty: 4110.738770
	Iteration 22Q: 3 clusters Score -443112.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -443114.625000 Penalty: 4110.738770
	Iteration 23Q: 3 clusters Score -443114.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -443117.125000 Penalty: 4110.738770
	Iteration 24Q: 3 clusters Score -443117.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -443119.906250 Penalty: 4110.738770
	Iteration 25Q: 3 clusters Score -443119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -443121.000000 Penalty: 4110.738770
	Iteration 26Q: 3 clusters Score -443121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -443121.781250 Penalty: 4110.738770
	Iteration 27Q: 3 clusters Score -443121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -443121.843750 Penalty: 4110.738770
	Iteration 28Q: 3 clusters Score -443121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -443123.406250 Penalty: 4110.738770
	Iteration 29Q: 3 clusters Score -443123.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -443124.718750 Penalty: 4110.738770
	Iteration 30Q: 3 clusters Score -443124.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -443127.125000 Penalty: 4110.738770
	Iteration 31Q: 3 clusters Score -443127.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -443130.687500 Penalty: 4110.738770
	Iteration 32Q: 3 clusters Score -443130.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -443133.625000 Penalty: 4110.738770
	Iteration 33Q: 3 clusters Score -443133.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -443134.781250 Penalty: 4110.738770
	Iteration 34Q: 3 clusters Score -443134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -443136.437500 Penalty: 4110.738770
	Iteration 35Q: 3 clusters Score -443136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -443138.000000 Penalty: 4110.738770
	Iteration 36Q: 3 clusters Score -443138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -443138.812500 Penalty: 4110.738770
	Iteration 37Q: 3 clusters Score -443138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -443139.437500 Penalty: 4110.738770
	Iteration 38Q: 3 clusters Score -443139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -443141.656250 Penalty: 4110.738770
	Iteration 39Q: 3 clusters Score -443141.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -443143.031250 Penalty: 4110.738770
	Iteration 40F: 3 clusters Score -443143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -443144.218750 Penalty: 4110.738770
	Iteration 41Q: 3 clusters Score -443144.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -443145.468750 Penalty: 4110.738770
	Iteration 42Q: 3 clusters Score -443145.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -443147.500000 Penalty: 4110.738770
	Iteration 43Q: 3 clusters Score -443147.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -443148.687500 Penalty: 4110.738770
	Iteration 44Q: 3 clusters Score -443148.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -443149.406250 Penalty: 4110.738770
	Iteration 45Q: 3 clusters Score -443149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -443150.625000 Penalty: 4110.738770
	Iteration 46Q: 3 clusters Score -443150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -443150.750000 Penalty: 4110.738770
	Iteration 47Q: 3 clusters Score -443150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -443151.250000 Penalty: 4110.738770
	Iteration 48Q: 3 clusters Score -443151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -443152.250000 Penalty: 4110.738770
	Iteration 49Q: 3 clusters Score -443152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -443154.156250 Penalty: 4110.738770
	Iteration 50Q: 3 clusters Score -443154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -443154.875000 Penalty: 4110.738770
	Iteration 51Q: 3 clusters Score -443154.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -443157.250000 Penalty: 4110.738770
	Iteration 52Q: 3 clusters Score -443157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -443158.093750 Penalty: 4110.738770
	Iteration 53Q: 3 clusters Score -443158.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -443158.125000 Penalty: 4110.738770
	Iteration 54Q: 3 clusters Score -443158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -443159.187500 Penalty: 4110.738770
	Iteration 55Q: 3 clusters Score -443159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -443159.250000 Penalty: 4110.738770
	Iteration 56Q: 3 clusters Score -443159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -443159.562500 Penalty: 4110.738770
	Iteration 57Q: 3 clusters Score -443159.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -443160.656250 Penalty: 4110.738770
	Iteration 58Q: 3 clusters Score -443160.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -443160.750000 Penalty: 4110.738770
	Iteration 59Q: 3 clusters Score -443160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -443160.750000 Penalty: 4110.738770
	Iteration 60F: 3 clusters Score -443160.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Entering Unmasked Estep 
Score: -1069354.875000 Penalty: 2279.381836
	Iteration 0F: 2 clusters Score -1069355 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 4864 members 
Entering Unmasked Estep 
Score: -1061833.875000 Penalty: 4558.763672
	Iteration 0F: 3 clusters Score -1061834 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1064216.000000 Penalty: 4558.763672
	Iteration 1F: 3 clusters Score -1064216 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1064630.875000 Penalty: 4558.763672
	Iteration 2F: 3 clusters Score -1064631 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1064962.250000 Penalty: 4558.763672
	Iteration 3F: 3 clusters Score -1064962 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1065253.250000 Penalty: 4558.763672
	Iteration 4F: 3 clusters Score -1065253 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1065581.375000 Penalty: 4558.763672
	Iteration 5Q: 3 clusters Score -1065581 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1065908.625000 Penalty: 4558.763672
	Iteration 6F: 3 clusters Score -1065909 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1066227.625000 Penalty: 4558.763672
	Iteration 7Q: 3 clusters Score -1066228 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1066522.125000 Penalty: 4558.763672
	Iteration 8Q: 3 clusters Score -1066522 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1066808.125000 Penalty: 4558.763672
	Iteration 9Q: 3 clusters Score -1066808 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1067066.250000 Penalty: 4558.763672
	Iteration 10Q: 3 clusters Score -1067066 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1067258.000000 Penalty: 4558.763672
	Iteration 11Q: 3 clusters Score -1067258 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1067425.375000 Penalty: 4558.763672
	Iteration 12Q: 3 clusters Score -1067425 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1067545.375000 Penalty: 4558.763672
	Iteration 13Q: 3 clusters Score -1067545 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1067651.000000 Penalty: 4558.763672
	Iteration 14Q: 3 clusters Score -1067651 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1067745.375000 Penalty: 4558.763672
	Iteration 15Q: 3 clusters Score -1067745 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1067859.875000 Penalty: 4558.763672
	Iteration 16Q: 3 clusters Score -1067860 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1067957.125000 Penalty: 4558.763672
	Iteration 17Q: 3 clusters Score -1067957 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1068024.125000 Penalty: 4558.763672
	Iteration 18Q: 3 clusters Score -1068024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1068067.375000 Penalty: 4558.763672
	Iteration 19Q: 3 clusters Score -1068067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1068102.625000 Penalty: 4558.763672
	Iteration 20F: 3 clusters Score -1068103 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1068121.625000 Penalty: 4558.763672
	Iteration 21Q: 3 clusters Score -1068122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1068135.875000 Penalty: 4558.763672
	Iteration 22Q: 3 clusters Score -1068136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1068146.500000 Penalty: 4558.763672
	Iteration 23Q: 3 clusters Score -1068146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1068165.250000 Penalty: 4558.763672
	Iteration 24Q: 3 clusters Score -1068165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1068170.250000 Penalty: 4558.763672
	Iteration 25Q: 3 clusters Score -1068170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1068180.125000 Penalty: 4558.763672
	Iteration 26Q: 3 clusters Score -1068180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1068191.000000 Penalty: 4558.763672
	Iteration 27Q: 3 clusters Score -1068191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1068204.250000 Penalty: 4558.763672
	Iteration 28Q: 3 clusters Score -1068204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1068212.750000 Penalty: 4558.763672
	Iteration 29Q: 3 clusters Score -1068213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1068216.500000 Penalty: 4558.763672
	Iteration 30Q: 3 clusters Score -1068216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1068220.500000 Penalty: 4558.763672
	Iteration 31Q: 3 clusters Score -1068220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1068226.750000 Penalty: 4558.763672
	Iteration 32Q: 3 clusters Score -1068227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1068229.875000 Penalty: 4558.763672
	Iteration 33Q: 3 clusters Score -1068230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1068231.875000 Penalty: 4558.763672
	Iteration 34Q: 3 clusters Score -1068232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1068230.750000 Penalty: 4558.763672
	Iteration 35Q: 3 clusters Score -1068231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1068232.875000 Penalty: 4558.763672
	Iteration 36Q: 3 clusters Score -1068233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1068234.625000 Penalty: 4558.763672
	Iteration 37Q: 3 clusters Score -1068235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1068235.375000 Penalty: 4558.763672
	Iteration 38Q: 3 clusters Score -1068235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1068236.875000 Penalty: 4558.763672
	Iteration 39Q: 3 clusters Score -1068237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1068240.125000 Penalty: 4558.763672
	Iteration 40F: 3 clusters Score -1068240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1068245.750000 Penalty: 4558.763672
	Iteration 41Q: 3 clusters Score -1068246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1068246.750000 Penalty: 4558.763672
	Iteration 42Q: 3 clusters Score -1068247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1068250.375000 Penalty: 4558.763672
	Iteration 43Q: 3 clusters Score -1068250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1068253.125000 Penalty: 4558.763672
	Iteration 44Q: 3 clusters Score -1068253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1068256.125000 Penalty: 4558.763672
	Iteration 45Q: 3 clusters Score -1068256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1068259.750000 Penalty: 4558.763672
	Iteration 46Q: 3 clusters Score -1068260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1068264.750000 Penalty: 4558.763672
	Iteration 47Q: 3 clusters Score -1068265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1068267.625000 Penalty: 4558.763672
	Iteration 48Q: 3 clusters Score -1068268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1068270.125000 Penalty: 4558.763672
	Iteration 49Q: 3 clusters Score -1068270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1068271.250000 Penalty: 4558.763672
	Iteration 50Q: 3 clusters Score -1068271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1068271.375000 Penalty: 4558.763672
	Iteration 51Q: 3 clusters Score -1068271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1068271.375000 Penalty: 4558.763672
	Iteration 52F: 3 clusters Score -1068271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Entering Unmasked Estep 
Score: -3583254.000000 Penalty: 2566.386719
	Iteration 0F: 2 clusters Score -3583254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3562046.000000 Penalty: 5132.773438
	Iteration 0F: 3 clusters Score -3562046 nChanged 14101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3569860.500000 Penalty: 5132.773438
	Iteration 1F: 3 clusters Score -3569860 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3570557.750000 Penalty: 5132.773438
	Iteration 2F: 3 clusters Score -3570558 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3571357.750000 Penalty: 5132.773438
	Iteration 3F: 3 clusters Score -3571358 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3572295.250000 Penalty: 5132.773438
	Iteration 4F: 3 clusters Score -3572295 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3573365.000000 Penalty: 5132.773438
	Iteration 5F: 3 clusters Score -3573365 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3574479.000000 Penalty: 5132.773438
	Iteration 6F: 3 clusters Score -3574479 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -3575659.750000 Penalty: 5132.773438
	Iteration 7F: 3 clusters Score -3575660 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3576878.250000 Penalty: 5132.773438
	Iteration 8F: 3 clusters Score -3576878 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -3578082.500000 Penalty: 5132.773438
	Iteration 9F: 3 clusters Score -3578082 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3579099.500000 Penalty: 5132.773438
	Iteration 10Q: 3 clusters Score -3579100 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3580026.750000 Penalty: 5132.773438
	Iteration 11Q: 3 clusters Score -3580027 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3580745.000000 Penalty: 5132.773438
	Iteration 12Q: 3 clusters Score -3580745 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3581209.250000 Penalty: 5132.773438
	Iteration 13Q: 3 clusters Score -3581209 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3581507.000000 Penalty: 5132.773438
	Iteration 14Q: 3 clusters Score -3581507 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3581724.750000 Penalty: 5132.773438
	Iteration 15Q: 3 clusters Score -3581725 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3581871.500000 Penalty: 5132.773438
	Iteration 16Q: 3 clusters Score -3581872 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3581949.500000 Penalty: 5132.773438
	Iteration 17Q: 3 clusters Score -3581950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3582004.500000 Penalty: 5132.773438
	Iteration 18Q: 3 clusters Score -3582004 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3582050.500000 Penalty: 5132.773438
	Iteration 19Q: 3 clusters Score -3582050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3582079.250000 Penalty: 5132.773438
	Iteration 20F: 3 clusters Score -3582079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3582086.500000 Penalty: 5132.773438
	Iteration 21Q: 3 clusters Score -3582086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3582082.750000 Penalty: 5132.773438
	Iteration 22Q: 3 clusters Score -3582083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3582085.000000 Penalty: 5132.773438
	Iteration 23Q: 3 clusters Score -3582085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3582091.250000 Penalty: 5132.773438
	Iteration 24Q: 3 clusters Score -3582091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3582094.500000 Penalty: 5132.773438
	Iteration 25Q: 3 clusters Score -3582094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3582098.500000 Penalty: 5132.773438
	Iteration 26Q: 3 clusters Score -3582098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3582107.000000 Penalty: 5132.773438
	Iteration 27Q: 3 clusters Score -3582107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3582108.250000 Penalty: 5132.773438
	Iteration 28Q: 3 clusters Score -3582108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3582110.000000 Penalty: 5132.773438
	Iteration 29Q: 3 clusters Score -3582110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3582110.500000 Penalty: 5132.773438
	Iteration 30Q: 3 clusters Score -3582110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3582110.500000 Penalty: 5132.773438
	Iteration 31Q: 3 clusters Score -3582110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3582110.500000 Penalty: 5132.773438
	Iteration 32Q: 3 clusters Score -3582110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3582112.000000 Penalty: 5132.773438
	Iteration 33Q: 3 clusters Score -3582112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3582116.000000 Penalty: 5132.773438
	Iteration 34Q: 3 clusters Score -3582116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3582114.500000 Penalty: 5132.773438
	Iteration 35Q: 3 clusters Score -3582114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3582115.000000 Penalty: 5132.773438
	Iteration 36Q: 3 clusters Score -3582115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3582116.000000 Penalty: 5132.773438
	Iteration 37Q: 3 clusters Score -3582116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3582114.750000 Penalty: 5132.773438
	Iteration 38Q: 3 clusters Score -3582115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3582116.000000 Penalty: 5132.773438
	Iteration 39Q: 3 clusters Score -3582116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3582116.000000 Penalty: 5132.773438
	Iteration 40F: 3 clusters Score -3582116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Entering Unmasked Estep 
Score: -540753.500000 Penalty: 2109.169434
	Iteration 0F: 2 clusters Score -540753.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -536300.625000 Penalty: 4218.338867
	Iteration 0F: 3 clusters Score -536300.6 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -537468.812500 Penalty: 4218.338867
	Iteration 1F: 3 clusters Score -537468.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -537809.375000 Penalty: 4218.338867
	Iteration 2F: 3 clusters Score -537809.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -538043.187500 Penalty: 4218.338867
	Iteration 3F: 3 clusters Score -538043.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -538234.125000 Penalty: 4218.338867
	Iteration 4Q: 3 clusters Score -538234.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -538383.437500 Penalty: 4218.338867
	Iteration 5Q: 3 clusters Score -538383.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -538509.437500 Penalty: 4218.338867
	Iteration 6Q: 3 clusters Score -538509.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -538647.000000 Penalty: 4218.338867
	Iteration 7Q: 3 clusters Score -538647 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -538761.250000 Penalty: 4218.338867
	Iteration 8Q: 3 clusters Score -538761.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -538886.250000 Penalty: 4218.338867
	Iteration 9Q: 3 clusters Score -538886.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -538996.000000 Penalty: 4218.338867
	Iteration 10Q: 3 clusters Score -538996 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -539089.250000 Penalty: 4218.338867
	Iteration 11Q: 3 clusters Score -539089.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -539162.500000 Penalty: 4218.338867
	Iteration 12Q: 3 clusters Score -539162.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -539218.062500 Penalty: 4218.338867
	Iteration 13Q: 3 clusters Score -539218.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -539256.375000 Penalty: 4218.338867
	Iteration 14Q: 3 clusters Score -539256.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -539291.187500 Penalty: 4218.338867
	Iteration 15Q: 3 clusters Score -539291.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -539306.312500 Penalty: 4218.338867
	Iteration 16Q: 3 clusters Score -539306.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -539320.062500 Penalty: 4218.338867
	Iteration 17Q: 3 clusters Score -539320.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -539331.187500 Penalty: 4218.338867
	Iteration 18Q: 3 clusters Score -539331.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -539343.437500 Penalty: 4218.338867
	Iteration 19Q: 3 clusters Score -539343.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -539350.125000 Penalty: 4218.338867
	Iteration 20F: 3 clusters Score -539350.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -539359.875000 Penalty: 4218.338867
	Iteration 21Q: 3 clusters Score -539359.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -539370.687500 Penalty: 4218.338867
	Iteration 22Q: 3 clusters Score -539370.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -539382.187500 Penalty: 4218.338867
	Iteration 23Q: 3 clusters Score -539382.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -539398.500000 Penalty: 4218.338867
	Iteration 24Q: 3 clusters Score -539398.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -539416.500000 Penalty: 4218.338867
	Iteration 25Q: 3 clusters Score -539416.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -539438.937500 Penalty: 4218.338867
	Iteration 26Q: 3 clusters Score -539438.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -539452.875000 Penalty: 4218.338867
	Iteration 27Q: 3 clusters Score -539452.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -539461.375000 Penalty: 4218.338867
	Iteration 28Q: 3 clusters Score -539461.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -539467.812500 Penalty: 4218.338867
	Iteration 29Q: 3 clusters Score -539467.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -539472.062500 Penalty: 4218.338867
	Iteration 30Q: 3 clusters Score -539472.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -539476.562500 Penalty: 4218.338867
	Iteration 31Q: 3 clusters Score -539476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -539475.937500 Penalty: 4218.338867
	Iteration 32Q: 3 clusters Score -539475.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -539479.062500 Penalty: 4218.338867
	Iteration 33Q: 3 clusters Score -539479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -539478.750000 Penalty: 4218.338867
	Iteration 34Q: 3 clusters Score -539478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -539479.312500 Penalty: 4218.338867
	Iteration 35Q: 3 clusters Score -539479.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -539480.875000 Penalty: 4218.338867
	Iteration 36Q: 3 clusters Score -539480.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -539481.812500 Penalty: 4218.338867
	Iteration 37Q: 3 clusters Score -539481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -539482.562500 Penalty: 4218.338867
	Iteration 38Q: 3 clusters Score -539482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -539482.312500 Penalty: 4218.338867
	Iteration 39Q: 3 clusters Score -539482.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -539484.187500 Penalty: 4218.338867
	Iteration 40F: 3 clusters Score -539484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -539485.187500 Penalty: 4218.338867
	Iteration 41Q: 3 clusters Score -539485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -539484.562500 Penalty: 4218.338867
	Iteration 42Q: 3 clusters Score -539484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -539484.562500 Penalty: 4218.338867
	Iteration 43F: 3 clusters Score -539484.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Entering Unmasked Estep 
Score: -7065904.000000 Penalty: 2724.701172
	Iteration 0F: 2 clusters Score -7065904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -7026066.500000 Penalty: 5449.402344
	Iteration 0F: 3 clusters Score -7026066 nChanged 27549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -7041550.000000 Penalty: 5449.402344
	Iteration 1F: 3 clusters Score -7041550 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -7042214.000000 Penalty: 5449.402344
	Iteration 2Q: 3 clusters Score -7042214 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -7043055.000000 Penalty: 5449.402344
	Iteration 3Q: 3 clusters Score -7043055 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -7044066.500000 Penalty: 5449.402344
	Iteration 4Q: 3 clusters Score -7044066 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -7045613.000000 Penalty: 5449.402344
	Iteration 5Q: 3 clusters Score -7045613 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -7047896.000000 Penalty: 5449.402344
	Iteration 6F: 3 clusters Score -7047896 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -7051445.000000 Penalty: 5449.402344
	Iteration 7F: 3 clusters Score -7051445 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -7056190.500000 Penalty: 5449.402344
	Iteration 8F: 3 clusters Score -7056190 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -7061076.500000 Penalty: 5449.402344
	Iteration 9F: 3 clusters Score -7061076 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -7064573.500000 Penalty: 5449.402344
	Iteration 10F: 3 clusters Score -7064574 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -7066570.500000 Penalty: 5449.402344
	Iteration 11Q: 3 clusters Score -7066570 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -7067889.500000 Penalty: 5449.402344
	Iteration 12Q: 3 clusters Score -7067890 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -7068806.000000 Penalty: 5449.402344
	Iteration 13Q: 3 clusters Score -7068806 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -7069453.000000 Penalty: 5449.402344
	Iteration 14Q: 3 clusters Score -7069453 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -7069728.500000 Penalty: 5449.402344
	Iteration 15Q: 3 clusters Score -7069728 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -7069855.000000 Penalty: 5449.402344
	Iteration 16Q: 3 clusters Score -7069855 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -7069932.000000 Penalty: 5449.402344
	Iteration 17Q: 3 clusters Score -7069932 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -7069970.000000 Penalty: 5449.402344
	Iteration 18Q: 3 clusters Score -7069970 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -7069999.500000 Penalty: 5449.402344
	Iteration 19Q: 3 clusters Score -7070000 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -7070049.500000 Penalty: 5449.402344
	Iteration 20F: 3 clusters Score -7070050 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -7070051.000000 Penalty: 5449.402344
	Iteration 21Q: 3 clusters Score -7070051 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -7070077.500000 Penalty: 5449.402344
	Iteration 22Q: 3 clusters Score -7070078 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -7070076.000000 Penalty: 5449.402344
	Iteration 23Q: 3 clusters Score -7070076 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -7070072.500000 Penalty: 5449.402344
	Iteration 24Q: 3 clusters Score -7070072 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -7070065.500000 Penalty: 5449.402344
	Iteration 25Q: 3 clusters Score -7070066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -7070082.500000 Penalty: 5449.402344
	Iteration 26Q: 3 clusters Score -7070082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -7070074.000000 Penalty: 5449.402344
	Iteration 27Q: 3 clusters Score -7070074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -7070085.000000 Penalty: 5449.402344
	Iteration 28Q: 3 clusters Score -7070085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -7070099.000000 Penalty: 5449.402344
	Iteration 29Q: 3 clusters Score -7070099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -7070101.000000 Penalty: 5449.402344
	Iteration 30Q: 3 clusters Score -7070101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -7070100.500000 Penalty: 5449.402344
	Iteration 31Q: 3 clusters Score -7070100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -7070105.500000 Penalty: 5449.402344
	Iteration 32Q: 3 clusters Score -7070106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -7070101.500000 Penalty: 5449.402344
	Iteration 33Q: 3 clusters Score -7070102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -7070106.500000 Penalty: 5449.402344
	Iteration 34Q: 3 clusters Score -7070106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -7070091.500000 Penalty: 5449.402344
	Iteration 35Q: 3 clusters Score -7070092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -7070098.500000 Penalty: 5449.402344
	Iteration 36Q: 3 clusters Score -7070098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -7070101.000000 Penalty: 5449.402344
	Iteration 37Q: 3 clusters Score -7070101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -7070098.500000 Penalty: 5449.402344
	Iteration 38Q: 3 clusters Score -7070098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -7070090.000000 Penalty: 5449.402344
	Iteration 39Q: 3 clusters Score -7070090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -7070093.500000 Penalty: 5449.402344
	Iteration 40F: 3 clusters Score -7070094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -7070094.500000 Penalty: 5449.402344
	Iteration 41Q: 3 clusters Score -7070094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -7070097.000000 Penalty: 5449.402344
	Iteration 42Q: 3 clusters Score -7070097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -7070100.500000 Penalty: 5449.402344
	Iteration 43Q: 3 clusters Score -7070100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -7070091.500000 Penalty: 5449.402344
	Iteration 44Q: 3 clusters Score -7070092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -7070089.000000 Penalty: 5449.402344
	Iteration 45Q: 3 clusters Score -7070089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -7070089.000000 Penalty: 5449.402344
	Iteration 46F: 3 clusters Score -7070089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 182112 members 
Mstep: Class 3 contains 49677 members 
Mstep: Class 4 contains 13569 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 9809 members 
Mstep: Class 7 contains 31205 members 
Mstep: Class 8 contains 4938 members 
Mstep: Class 9 contains 24456 members 
Mstep: Class 10 contains 14890 members 
Mstep: Class 11 contains 9070 members 
Mstep: Class 12 contains 63438 members 
Mstep: Class 13 contains 95987 members 
Mstep: Class 14 contains 216759 members 
Mstep: Class 15 contains 10034 members 
Mstep: Class 16 contains 70970 members 
Mstep: Class 17 contains 249461 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11210 members 
Mstep: Class 20 contains 36463 members 
Mstep: Class 21 contains 10914 members 
Mstep: Class 22 contains 161850 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3250 members 
Mstep: Class 26 contains 18850 members 
Mstep: Class 27 contains 34627 members 
Entering Unmasked Estep 
Score: -156017808.000000 Penalty: 94497.960938
Splitting cluster 9 changes total score from -156013568.000000 to -156017808.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (14890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Entering Unmasked Estep 
Score: -1739472.250000 Penalty: 2382.894287
	Iteration 0F: 2 clusters Score -1739472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1728698.750000 Penalty: 4765.788574
	Iteration 0F: 3 clusters Score -1728699 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1732088.750000 Penalty: 4765.788574
	Iteration 1F: 3 clusters Score -1732089 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1732455.875000 Penalty: 4765.788574
	Iteration 2F: 3 clusters Score -1732456 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1732737.375000 Penalty: 4765.788574
	Iteration 3Q: 3 clusters Score -1732737 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1732994.750000 Penalty: 4765.788574
	Iteration 4Q: 3 clusters Score -1732995 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1733260.625000 Penalty: 4765.788574
	Iteration 5Q: 3 clusters Score -1733261 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1733557.250000 Penalty: 4765.788574
	Iteration 6Q: 3 clusters Score -1733557 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1733905.125000 Penalty: 4765.788574
	Iteration 7Q: 3 clusters Score -1733905 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1734309.375000 Penalty: 4765.788574
	Iteration 8Q: 3 clusters Score -1734309 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1734766.875000 Penalty: 4765.788574
	Iteration 9Q: 3 clusters Score -1734767 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1735236.875000 Penalty: 4765.788574
	Iteration 10Q: 3 clusters Score -1735237 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1735711.750000 Penalty: 4765.788574
	Iteration 11Q: 3 clusters Score -1735712 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1736144.625000 Penalty: 4765.788574
	Iteration 12Q: 3 clusters Score -1736145 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1736518.625000 Penalty: 4765.788574
	Iteration 13Q: 3 clusters Score -1736519 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1736807.875000 Penalty: 4765.788574
	Iteration 14Q: 3 clusters Score -1736808 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1737004.750000 Penalty: 4765.788574
	Iteration 15Q: 3 clusters Score -1737005 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1737146.000000 Penalty: 4765.788574
	Iteration 16Q: 3 clusters Score -1737146 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1737280.750000 Penalty: 4765.788574
	Iteration 17Q: 3 clusters Score -1737281 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1737404.125000 Penalty: 4765.788574
	Iteration 18Q: 3 clusters Score -1737404 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1737514.750000 Penalty: 4765.788574
	Iteration 19Q: 3 clusters Score -1737515 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1737605.125000 Penalty: 4765.788574
	Iteration 20F: 3 clusters Score -1737605 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1737704.750000 Penalty: 4765.788574
	Iteration 21Q: 3 clusters Score -1737705 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1737809.500000 Penalty: 4765.788574
	Iteration 22Q: 3 clusters Score -1737810 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1737912.125000 Penalty: 4765.788574
	Iteration 23Q: 3 clusters Score -1737912 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1737998.500000 Penalty: 4765.788574
	Iteration 24Q: 3 clusters Score -1737998 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1738078.875000 Penalty: 4765.788574
	Iteration 25Q: 3 clusters Score -1738079 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1738126.875000 Penalty: 4765.788574
	Iteration 26Q: 3 clusters Score -1738127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1738166.250000 Penalty: 4765.788574
	Iteration 27Q: 3 clusters Score -1738166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1738203.000000 Penalty: 4765.788574
	Iteration 28Q: 3 clusters Score -1738203 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1738223.500000 Penalty: 4765.788574
	Iteration 29Q: 3 clusters Score -1738224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1738247.375000 Penalty: 4765.788574
	Iteration 30Q: 3 clusters Score -1738247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1738260.625000 Penalty: 4765.788574
	Iteration 31Q: 3 clusters Score -1738261 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1738272.750000 Penalty: 4765.788574
	Iteration 32Q: 3 clusters Score -1738273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1738281.000000 Penalty: 4765.788574
	Iteration 33Q: 3 clusters Score -1738281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1738287.500000 Penalty: 4765.788574
	Iteration 34Q: 3 clusters Score -1738288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1738286.875000 Penalty: 4765.788574
	Iteration 35Q: 3 clusters Score -1738287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1738294.125000 Penalty: 4765.788574
	Iteration 36Q: 3 clusters Score -1738294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1738297.750000 Penalty: 4765.788574
	Iteration 37Q: 3 clusters Score -1738298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1738294.500000 Penalty: 4765.788574
	Iteration 38Q: 3 clusters Score -1738294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1738295.500000 Penalty: 4765.788574
	Iteration 39Q: 3 clusters Score -1738296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1738299.625000 Penalty: 4765.788574
	Iteration 40F: 3 clusters Score -1738300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1738305.625000 Penalty: 4765.788574
	Iteration 41Q: 3 clusters Score -1738306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1738301.250000 Penalty: 4765.788574
	Iteration 42Q: 3 clusters Score -1738301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1738308.250000 Penalty: 4765.788574
	Iteration 43Q: 3 clusters Score -1738308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1738305.875000 Penalty: 4765.788574
	Iteration 44Q: 3 clusters Score -1738306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1738305.375000 Penalty: 4765.788574
	Iteration 45Q: 3 clusters Score -1738305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1738307.875000 Penalty: 4765.788574
	Iteration 46Q: 3 clusters Score -1738308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1738306.000000 Penalty: 4765.788574
	Iteration 47Q: 3 clusters Score -1738306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1738306.750000 Penalty: 4765.788574
	Iteration 48Q: 3 clusters Score -1738307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1738306.750000 Penalty: 4765.788574
	Iteration 49F: 3 clusters Score -1738307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Entering Unmasked Estep 
Score: -1085148.625000 Penalty: 2259.956299
	Iteration 0F: 2 clusters Score -1085149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1078074.375000 Penalty: 4519.912598
	Iteration 0F: 3 clusters Score -1078074 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1080071.125000 Penalty: 4519.912598
	Iteration 1F: 3 clusters Score -1080071 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1080330.750000 Penalty: 4519.912598
	Iteration 2F: 3 clusters Score -1080331 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1080505.750000 Penalty: 4519.912598
	Iteration 3Q: 3 clusters Score -1080506 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1080652.125000 Penalty: 4519.912598
	Iteration 4Q: 3 clusters Score -1080652 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1080775.625000 Penalty: 4519.912598
	Iteration 5Q: 3 clusters Score -1080776 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1080905.250000 Penalty: 4519.912598
	Iteration 6Q: 3 clusters Score -1080905 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1081026.125000 Penalty: 4519.912598
	Iteration 7Q: 3 clusters Score -1081026 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1081152.500000 Penalty: 4519.912598
	Iteration 8Q: 3 clusters Score -1081152 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1081286.500000 Penalty: 4519.912598
	Iteration 9Q: 3 clusters Score -1081286 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1081448.750000 Penalty: 4519.912598
	Iteration 10Q: 3 clusters Score -1081449 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1081642.000000 Penalty: 4519.912598
	Iteration 11Q: 3 clusters Score -1081642 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1081814.250000 Penalty: 4519.912598
	Iteration 12Q: 3 clusters Score -1081814 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1081996.750000 Penalty: 4519.912598
	Iteration 13Q: 3 clusters Score -1081997 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1082206.625000 Penalty: 4519.912598
	Iteration 14Q: 3 clusters Score -1082207 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1082422.000000 Penalty: 4519.912598
	Iteration 15Q: 3 clusters Score -1082422 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1082641.625000 Penalty: 4519.912598
	Iteration 16Q: 3 clusters Score -1082642 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1082827.500000 Penalty: 4519.912598
	Iteration 17Q: 3 clusters Score -1082828 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1082947.875000 Penalty: 4519.912598
	Iteration 18Q: 3 clusters Score -1082948 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1083042.625000 Penalty: 4519.912598
	Iteration 19Q: 3 clusters Score -1083043 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1083115.125000 Penalty: 4519.912598
	Iteration 20F: 3 clusters Score -1083115 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1083158.250000 Penalty: 4519.912598
	Iteration 21Q: 3 clusters Score -1083158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1083191.500000 Penalty: 4519.912598
	Iteration 22Q: 3 clusters Score -1083192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1083220.250000 Penalty: 4519.912598
	Iteration 23Q: 3 clusters Score -1083220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1083238.750000 Penalty: 4519.912598
	Iteration 24Q: 3 clusters Score -1083239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1083250.500000 Penalty: 4519.912598
	Iteration 25Q: 3 clusters Score -1083250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1083260.625000 Penalty: 4519.912598
	Iteration 26Q: 3 clusters Score -1083261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1083272.500000 Penalty: 4519.912598
	Iteration 27Q: 3 clusters Score -1083272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1083285.875000 Penalty: 4519.912598
	Iteration 28Q: 3 clusters Score -1083286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1083288.500000 Penalty: 4519.912598
	Iteration 29Q: 3 clusters Score -1083288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1083296.000000 Penalty: 4519.912598
	Iteration 30Q: 3 clusters Score -1083296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1083297.625000 Penalty: 4519.912598
	Iteration 31Q: 3 clusters Score -1083298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1083302.000000 Penalty: 4519.912598
	Iteration 32Q: 3 clusters Score -1083302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1083306.125000 Penalty: 4519.912598
	Iteration 33Q: 3 clusters Score -1083306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1083309.625000 Penalty: 4519.912598
	Iteration 34Q: 3 clusters Score -1083310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1083312.625000 Penalty: 4519.912598
	Iteration 35Q: 3 clusters Score -1083313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1083314.875000 Penalty: 4519.912598
	Iteration 36Q: 3 clusters Score -1083315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1083314.875000 Penalty: 4519.912598
	Iteration 37Q: 3 clusters Score -1083315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1083321.750000 Penalty: 4519.912598
	Iteration 38Q: 3 clusters Score -1083322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1083325.625000 Penalty: 4519.912598
	Iteration 39Q: 3 clusters Score -1083326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1083329.250000 Penalty: 4519.912598
	Iteration 40F: 3 clusters Score -1083329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1083333.250000 Penalty: 4519.912598
	Iteration 41Q: 3 clusters Score -1083333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1083336.750000 Penalty: 4519.912598
	Iteration 42Q: 3 clusters Score -1083337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1083338.000000 Penalty: 4519.912598
	Iteration 43Q: 3 clusters Score -1083338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1083343.750000 Penalty: 4519.912598
	Iteration 44Q: 3 clusters Score -1083344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1083345.625000 Penalty: 4519.912598
	Iteration 45Q: 3 clusters Score -1083346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1083348.125000 Penalty: 4519.912598
	Iteration 46Q: 3 clusters Score -1083348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1083347.750000 Penalty: 4519.912598
	Iteration 47Q: 3 clusters Score -1083348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1083348.250000 Penalty: 4519.912598
	Iteration 48Q: 3 clusters Score -1083348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1083349.250000 Penalty: 4519.912598
	Iteration 49Q: 3 clusters Score -1083349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1083348.125000 Penalty: 4519.912598
	Iteration 50Q: 3 clusters Score -1083348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1083348.125000 Penalty: 4519.912598
	Iteration 51F: 3 clusters Score -1083348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Entering Unmasked Estep 
Score: -7544843.500000 Penalty: 2742.338867
	Iteration 0F: 2 clusters Score -7544844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -7502382.500000 Penalty: 5484.677734
	Iteration 0F: 3 clusters Score -7502382 nChanged 29603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -7519208.000000 Penalty: 5484.677734
	Iteration 1F: 3 clusters Score -7519208 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -7520266.000000 Penalty: 5484.677734
	Iteration 2Q: 3 clusters Score -7520266 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -7521632.000000 Penalty: 5484.677734
	Iteration 3F: 3 clusters Score -7521632 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -7523777.500000 Penalty: 5484.677734
	Iteration 4F: 3 clusters Score -7523778 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -7526812.000000 Penalty: 5484.677734
	Iteration 5F: 3 clusters Score -7526812 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -7530531.000000 Penalty: 5484.677734
	Iteration 6F: 3 clusters Score -7530531 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -7534272.000000 Penalty: 5484.677734
	Iteration 7F: 3 clusters Score -7534272 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -7537176.000000 Penalty: 5484.677734
	Iteration 8Q: 3 clusters Score -7537176 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -7538875.000000 Penalty: 5484.677734
	Iteration 9Q: 3 clusters Score -7538875 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -7539856.000000 Penalty: 5484.677734
	Iteration 10Q: 3 clusters Score -7539856 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -7540438.000000 Penalty: 5484.677734
	Iteration 11Q: 3 clusters Score -7540438 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -7540775.000000 Penalty: 5484.677734
	Iteration 12Q: 3 clusters Score -7540775 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -7541034.500000 Penalty: 5484.677734
	Iteration 13Q: 3 clusters Score -7541034 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -7541261.000000 Penalty: 5484.677734
	Iteration 14Q: 3 clusters Score -7541261 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -7541451.500000 Penalty: 5484.677734
	Iteration 15Q: 3 clusters Score -7541452 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -7541602.000000 Penalty: 5484.677734
	Iteration 16Q: 3 clusters Score -7541602 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -7541703.500000 Penalty: 5484.677734
	Iteration 17Q: 3 clusters Score -7541704 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -7541814.500000 Penalty: 5484.677734
	Iteration 18Q: 3 clusters Score -7541814 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -7541916.000000 Penalty: 5484.677734
	Iteration 19Q: 3 clusters Score -7541916 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -7542012.500000 Penalty: 5484.677734
	Iteration 20F: 3 clusters Score -7542012 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -7542086.000000 Penalty: 5484.677734
	Iteration 21Q: 3 clusters Score -7542086 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -7542163.000000 Penalty: 5484.677734
	Iteration 22Q: 3 clusters Score -7542163 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -7542254.500000 Penalty: 5484.677734
	Iteration 23Q: 3 clusters Score -7542254 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -7542323.000000 Penalty: 5484.677734
	Iteration 24Q: 3 clusters Score -7542323 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -7542347.500000 Penalty: 5484.677734
	Iteration 25Q: 3 clusters Score -7542348 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -7542404.500000 Penalty: 5484.677734
	Iteration 26Q: 3 clusters Score -7542404 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -7542454.500000 Penalty: 5484.677734
	Iteration 27Q: 3 clusters Score -7542454 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -7542467.500000 Penalty: 5484.677734
	Iteration 28Q: 3 clusters Score -7542468 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -7542504.500000 Penalty: 5484.677734
	Iteration 29Q: 3 clusters Score -7542504 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -7542568.000000 Penalty: 5484.677734
	Iteration 30Q: 3 clusters Score -7542568 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -7542606.000000 Penalty: 5484.677734
	Iteration 31Q: 3 clusters Score -7542606 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -7542675.000000 Penalty: 5484.677734
	Iteration 32Q: 3 clusters Score -7542675 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -7542740.500000 Penalty: 5484.677734
	Iteration 33Q: 3 clusters Score -7542740 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -7542800.500000 Penalty: 5484.677734
	Iteration 34Q: 3 clusters Score -7542800 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 61437 members 
Entering Unmasked Estep 
Score: -7542840.500000 Penalty: 5484.677734
	Iteration 35Q: 3 clusters Score -7542840 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -7542866.500000 Penalty: 5484.677734
	Iteration 36Q: 3 clusters Score -7542866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -7542912.500000 Penalty: 5484.677734
	Iteration 37Q: 3 clusters Score -7542912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 61612 members 
Entering Unmasked Estep 
Score: -7542925.500000 Penalty: 5484.677734
	Iteration 38Q: 3 clusters Score -7542926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -7542949.000000 Penalty: 5484.677734
	Iteration 39Q: 3 clusters Score -7542949 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -7542968.500000 Penalty: 5484.677734
	Iteration 40F: 3 clusters Score -7542968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -7542978.500000 Penalty: 5484.677734
	Iteration 41Q: 3 clusters Score -7542978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -7542992.500000 Penalty: 5484.677734
	Iteration 42Q: 3 clusters Score -7542992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -7543004.500000 Penalty: 5484.677734
	Iteration 43Q: 3 clusters Score -7543004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -7543008.000000 Penalty: 5484.677734
	Iteration 44Q: 3 clusters Score -7543008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -7543010.500000 Penalty: 5484.677734
	Iteration 45Q: 3 clusters Score -7543010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -7543007.500000 Penalty: 5484.677734
	Iteration 46Q: 3 clusters Score -7543008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -7543013.000000 Penalty: 5484.677734
	Iteration 47Q: 3 clusters Score -7543013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -7543020.000000 Penalty: 5484.677734
	Iteration 48Q: 3 clusters Score -7543020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -7543018.500000 Penalty: 5484.677734
	Iteration 49Q: 3 clusters Score -7543018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -7543030.500000 Penalty: 5484.677734
	Iteration 50Q: 3 clusters Score -7543030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -7543031.500000 Penalty: 5484.677734
	Iteration 51Q: 3 clusters Score -7543032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -7543027.500000 Penalty: 5484.677734
	Iteration 52Q: 3 clusters Score -7543028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -7543023.500000 Penalty: 5484.677734
	Iteration 53Q: 3 clusters Score -7543024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -7543025.500000 Penalty: 5484.677734
	Iteration 54Q: 3 clusters Score -7543026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -7543032.500000 Penalty: 5484.677734
	Iteration 55Q: 3 clusters Score -7543032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -7543026.500000 Penalty: 5484.677734
	Iteration 56Q: 3 clusters Score -7543026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -7543034.000000 Penalty: 5484.677734
	Iteration 57Q: 3 clusters Score -7543034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -7543037.500000 Penalty: 5484.677734
	Iteration 58Q: 3 clusters Score -7543038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 61812 members 
Entering Unmasked Estep 
Score: -7543050.000000 Penalty: 5484.677734
	Iteration 59Q: 3 clusters Score -7543050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -7543046.000000 Penalty: 5484.677734
	Iteration 60F: 3 clusters Score -7543046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -7543045.500000 Penalty: 5484.677734
	Iteration 61Q: 3 clusters Score -7543046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 61839 members 
Entering Unmasked Estep 
Score: -7543052.500000 Penalty: 5484.677734
	Iteration 62Q: 3 clusters Score -7543052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -7543053.000000 Penalty: 5484.677734
	Iteration 63Q: 3 clusters Score -7543053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -7543054.000000 Penalty: 5484.677734
	Iteration 64Q: 3 clusters Score -7543054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -7543053.000000 Penalty: 5484.677734
	Iteration 65Q: 3 clusters Score -7543053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -7543050.000000 Penalty: 5484.677734
	Iteration 66Q: 3 clusters Score -7543050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -7543057.500000 Penalty: 5484.677734
	Iteration 67Q: 3 clusters Score -7543058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -7543051.500000 Penalty: 5484.677734
	Iteration 68Q: 3 clusters Score -7543052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 61864 members 
Entering Unmasked Estep 
Score: -7543056.500000 Penalty: 5484.677734
	Iteration 69Q: 3 clusters Score -7543056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -7543059.500000 Penalty: 5484.677734
	Iteration 70Q: 3 clusters Score -7543060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -7543061.500000 Penalty: 5484.677734
	Iteration 71Q: 3 clusters Score -7543062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -7543063.000000 Penalty: 5484.677734
	Iteration 72Q: 3 clusters Score -7543063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -7543072.500000 Penalty: 5484.677734
	Iteration 73Q: 3 clusters Score -7543072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -7543063.000000 Penalty: 5484.677734
	Iteration 74Q: 3 clusters Score -7543063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -7543063.000000 Penalty: 5484.677734
	Iteration 75Q: 3 clusters Score -7543063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -7543059.500000 Penalty: 5484.677734
	Iteration 76Q: 3 clusters Score -7543060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -7543065.500000 Penalty: 5484.677734
	Iteration 77Q: 3 clusters Score -7543066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -7543065.500000 Penalty: 5484.677734
	Iteration 78Q: 3 clusters Score -7543066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -7543067.500000 Penalty: 5484.677734
	Iteration 79Q: 3 clusters Score -7543068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -7543069.000000 Penalty: 5484.677734
	Iteration 80F: 3 clusters Score -7543069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -7543063.500000 Penalty: 5484.677734
	Iteration 81Q: 3 clusters Score -7543064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -7543067.500000 Penalty: 5484.677734
	Iteration 82Q: 3 clusters Score -7543068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -7543058.500000 Penalty: 5484.677734
	Iteration 83Q: 3 clusters Score -7543058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -7543058.500000 Penalty: 5484.677734
	Iteration 84F: 3 clusters Score -7543058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (95987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Entering Unmasked Estep 
Score: -11456041.000000 Penalty: 2845.048096
	Iteration 0F: 2 clusters Score -1.145604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -11391820.000000 Penalty: 5690.096191
	Iteration 0F: 3 clusters Score -1.139182e+07 nChanged 45288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -11417929.000000 Penalty: 5690.096191
	Iteration 1F: 3 clusters Score -1.141793e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -11418763.000000 Penalty: 5690.096191
	Iteration 2Q: 3 clusters Score -1.141876e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -11419581.000000 Penalty: 5690.096191
	Iteration 3Q: 3 clusters Score -1.141958e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -11420583.000000 Penalty: 5690.096191
	Iteration 4Q: 3 clusters Score -1.142058e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -11421640.000000 Penalty: 5690.096191
	Iteration 5Q: 3 clusters Score -1.142164e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -11423263.000000 Penalty: 5690.096191
	Iteration 6Q: 3 clusters Score -1.142326e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -11425087.000000 Penalty: 5690.096191
	Iteration 7Q: 3 clusters Score -1.142509e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -11427444.000000 Penalty: 5690.096191
	Iteration 8F: 3 clusters Score -1.142744e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -11429828.000000 Penalty: 5690.096191
	Iteration 9F: 3 clusters Score -1.142983e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -11432226.000000 Penalty: 5690.096191
	Iteration 10F: 3 clusters Score -1.143223e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -11434769.000000 Penalty: 5690.096191
	Iteration 11F: 3 clusters Score -1.143477e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -11437536.000000 Penalty: 5690.096191
	Iteration 12F: 3 clusters Score -1.143754e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -11440413.000000 Penalty: 5690.096191
	Iteration 13F: 3 clusters Score -1.144041e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -11443512.000000 Penalty: 5690.096191
	Iteration 14Q: 3 clusters Score -1.144351e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83776 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -11446459.000000 Penalty: 5690.096191
	Iteration 15Q: 3 clusters Score -1.144646e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -11449058.000000 Penalty: 5690.096191
	Iteration 16Q: 3 clusters Score -1.144906e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -11451025.000000 Penalty: 5690.096191
	Iteration 17Q: 3 clusters Score -1.145102e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92186 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -11452287.000000 Penalty: 5690.096191
	Iteration 18Q: 3 clusters Score -1.145229e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93385 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -11453009.000000 Penalty: 5690.096191
	Iteration 19Q: 3 clusters Score -1.145301e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -11453389.000000 Penalty: 5690.096191
	Iteration 20F: 3 clusters Score -1.145339e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94487 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -11453585.000000 Penalty: 5690.096191
	Iteration 21Q: 3 clusters Score -1.145358e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94702 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -11453744.000000 Penalty: 5690.096191
	Iteration 22Q: 3 clusters Score -1.145374e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11453860.000000 Penalty: 5690.096191
	Iteration 23Q: 3 clusters Score -1.145386e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94932 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -11453885.000000 Penalty: 5690.096191
	Iteration 24Q: 3 clusters Score -1.145388e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -11453907.000000 Penalty: 5690.096191
	Iteration 25Q: 3 clusters Score -1.145391e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95038 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11453903.000000 Penalty: 5690.096191
	Iteration 26Q: 3 clusters Score -1.14539e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95066 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11453931.000000 Penalty: 5690.096191
	Iteration 27Q: 3 clusters Score -1.145393e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11453935.000000 Penalty: 5690.096191
	Iteration 28Q: 3 clusters Score -1.145394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95101 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11453946.000000 Penalty: 5690.096191
	Iteration 29Q: 3 clusters Score -1.145395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -11453952.000000 Penalty: 5690.096191
	Iteration 30Q: 3 clusters Score -1.145395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95118 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11453959.000000 Penalty: 5690.096191
	Iteration 31Q: 3 clusters Score -1.145396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95127 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11453975.000000 Penalty: 5690.096191
	Iteration 32Q: 3 clusters Score -1.145398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95131 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11453985.000000 Penalty: 5690.096191
	Iteration 33Q: 3 clusters Score -1.145398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95135 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11453979.000000 Penalty: 5690.096191
	Iteration 34Q: 3 clusters Score -1.145398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95144 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11453981.000000 Penalty: 5690.096191
	Iteration 35Q: 3 clusters Score -1.145398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11453985.000000 Penalty: 5690.096191
	Iteration 36Q: 3 clusters Score -1.145398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95148 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11453987.000000 Penalty: 5690.096191
	Iteration 37Q: 3 clusters Score -1.145399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -11453991.000000 Penalty: 5690.096191
	Iteration 38Q: 3 clusters Score -1.145399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -11453991.000000 Penalty: 5690.096191
	Iteration 39F: 3 clusters Score -1.145399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (216759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216759 members 
Entering Unmasked Estep 
Score: -25590146.000000 Penalty: 3047.062256
	Iteration 0F: 2 clusters Score -2.559015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 108611 members 
Entering Unmasked Estep 
Score: -25451320.000000 Penalty: 6094.124512
	Iteration 0F: 3 clusters Score -2.545132e+07 nChanged 104290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 114447 members 
Entering Unmasked Estep 
Score: -25512758.000000 Penalty: 6094.124512
	Iteration 1F: 3 clusters Score -2.551276e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98436 members 
Mstep: Class 2 contains 118323 members 
Entering Unmasked Estep 
Score: -25514272.000000 Penalty: 6094.124512
	Iteration 2Q: 3 clusters Score -2.551427e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 124169 members 
Entering Unmasked Estep 
Score: -25516422.000000 Penalty: 6094.124512
	Iteration 3Q: 3 clusters Score -2.551642e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 132960 members 
Entering Unmasked Estep 
Score: -25520610.000000 Penalty: 6094.124512
	Iteration 4Q: 3 clusters Score -2.552061e+07 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 145579 members 
Entering Unmasked Estep 
Score: -25527810.000000 Penalty: 6094.124512
	Iteration 5F: 3 clusters Score -2.552781e+07 nChanged 17181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 162696 members 
Entering Unmasked Estep 
Score: -25540040.000000 Penalty: 6094.124512
	Iteration 6F: 3 clusters Score -2.554004e+07 nChanged 20044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 182730 members 
Entering Unmasked Estep 
Score: -25557246.000000 Penalty: 6094.124512
	Iteration 7F: 3 clusters Score -2.555725e+07 nChanged 17721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 200445 members 
Entering Unmasked Estep 
Score: -25573012.000000 Penalty: 6094.124512
	Iteration 8F: 3 clusters Score -2.557301e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 211085 members 
Entering Unmasked Estep 
Score: -25582686.000000 Penalty: 6094.124512
	Iteration 9Q: 3 clusters Score -2.558269e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 215132 members 
Entering Unmasked Estep 
Score: -25586134.000000 Penalty: 6094.124512
	Iteration 10Q: 3 clusters Score -2.558613e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 216188 members 
Entering Unmasked Estep 
Score: -25586934.000000 Penalty: 6094.124512
	Iteration 11Q: 3 clusters Score -2.558693e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 216443 members 
Entering Unmasked Estep 
Score: -25587278.000000 Penalty: 6094.124512
	Iteration 12Q: 3 clusters Score -2.558728e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 216498 members 
Entering Unmasked Estep 
Score: -25587366.000000 Penalty: 6094.124512
	Iteration 13Q: 3 clusters Score -2.558737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 216510 members 
Entering Unmasked Estep 
Score: -25587392.000000 Penalty: 6094.124512
	Iteration 14Q: 3 clusters Score -2.558739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 216519 members 
Entering Unmasked Estep 
Score: -25587408.000000 Penalty: 6094.124512
	Iteration 15Q: 3 clusters Score -2.558741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 216525 members 
Entering Unmasked Estep 
Score: -25587410.000000 Penalty: 6094.124512
	Iteration 16Q: 3 clusters Score -2.558741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 216532 members 
Entering Unmasked Estep 
Score: -25587418.000000 Penalty: 6094.124512
	Iteration 17Q: 3 clusters Score -2.558742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 216536 members 
Entering Unmasked Estep 
Score: -25587432.000000 Penalty: 6094.124512
	Iteration 18Q: 3 clusters Score -2.558743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 216539 members 
Entering Unmasked Estep 
Score: -25587448.000000 Penalty: 6094.124512
	Iteration 19Q: 3 clusters Score -2.558745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 216542 members 
Entering Unmasked Estep 
Score: -25587436.000000 Penalty: 6094.124512
	Iteration 20F: 3 clusters Score -2.558744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216545 members 
Entering Unmasked Estep 
Score: -25587440.000000 Penalty: 6094.124512
	Iteration 21Q: 3 clusters Score -2.558744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 216546 members 
Entering Unmasked Estep 
Score: -25587446.000000 Penalty: 6094.124512
	Iteration 22Q: 3 clusters Score -2.558745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 216546 members 
Entering Unmasked Estep 
Score: -25587452.000000 Penalty: 6094.124512
	Iteration 23Q: 3 clusters Score -2.558745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 216546 members 
Entering Unmasked Estep 
Score: -25587468.000000 Penalty: 6094.124512
	Iteration 24Q: 3 clusters Score -2.558747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 216546 members 
Entering Unmasked Estep 
Score: -25587462.000000 Penalty: 6094.124512
	Iteration 25Q: 3 clusters Score -2.558746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216547 members 
Entering Unmasked Estep 
Score: -25587468.000000 Penalty: 6094.124512
	Iteration 26Q: 3 clusters Score -2.558747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216547 members 
Entering Unmasked Estep 
Score: -25587462.000000 Penalty: 6094.124512
	Iteration 27Q: 3 clusters Score -2.558746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 216548 members 
Entering Unmasked Estep 
Score: -25587464.000000 Penalty: 6094.124512
	Iteration 28Q: 3 clusters Score -2.558746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 216548 members 
Entering Unmasked Estep 
Score: -25587480.000000 Penalty: 6094.124512
	Iteration 29Q: 3 clusters Score -2.558748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216547 members 
Entering Unmasked Estep 
Score: -25587476.000000 Penalty: 6094.124512
	Iteration 30Q: 3 clusters Score -2.558748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216547 members 
Entering Unmasked Estep 
Score: -25587476.000000 Penalty: 6094.124512
	Iteration 31F: 3 clusters Score -2.558748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Entering Unmasked Estep 
Score: -1172577.125000 Penalty: 2285.006104
	Iteration 0F: 2 clusters Score -1172577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1164829.500000 Penalty: 4570.012207
	Iteration 0F: 3 clusters Score -1164830 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1167110.500000 Penalty: 4570.012207
	Iteration 1F: 3 clusters Score -1167110 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1167481.875000 Penalty: 4570.012207
	Iteration 2F: 3 clusters Score -1167482 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1167760.250000 Penalty: 4570.012207
	Iteration 3F: 3 clusters Score -1167760 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1167998.625000 Penalty: 4570.012207
	Iteration 4Q: 3 clusters Score -1167999 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1168190.125000 Penalty: 4570.012207
	Iteration 5Q: 3 clusters Score -1168190 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1168358.375000 Penalty: 4570.012207
	Iteration 6Q: 3 clusters Score -1168358 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1168513.000000 Penalty: 4570.012207
	Iteration 7Q: 3 clusters Score -1168513 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1168671.125000 Penalty: 4570.012207
	Iteration 8Q: 3 clusters Score -1168671 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1168835.875000 Penalty: 4570.012207
	Iteration 9Q: 3 clusters Score -1168836 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1168996.250000 Penalty: 4570.012207
	Iteration 10Q: 3 clusters Score -1168996 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1169154.000000 Penalty: 4570.012207
	Iteration 11Q: 3 clusters Score -1169154 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1169299.375000 Penalty: 4570.012207
	Iteration 12Q: 3 clusters Score -1169299 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1169451.500000 Penalty: 4570.012207
	Iteration 13Q: 3 clusters Score -1169452 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1169592.375000 Penalty: 4570.012207
	Iteration 14Q: 3 clusters Score -1169592 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1169728.375000 Penalty: 4570.012207
	Iteration 15Q: 3 clusters Score -1169728 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1169876.375000 Penalty: 4570.012207
	Iteration 16Q: 3 clusters Score -1169876 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1170020.000000 Penalty: 4570.012207
	Iteration 17Q: 3 clusters Score -1170020 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1170175.375000 Penalty: 4570.012207
	Iteration 18Q: 3 clusters Score -1170175 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1170309.375000 Penalty: 4570.012207
	Iteration 19Q: 3 clusters Score -1170309 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1170420.750000 Penalty: 4570.012207
	Iteration 20F: 3 clusters Score -1170421 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1170535.625000 Penalty: 4570.012207
	Iteration 21Q: 3 clusters Score -1170536 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1170640.875000 Penalty: 4570.012207
	Iteration 22Q: 3 clusters Score -1170641 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1170728.875000 Penalty: 4570.012207
	Iteration 23Q: 3 clusters Score -1170729 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1170794.750000 Penalty: 4570.012207
	Iteration 24Q: 3 clusters Score -1170795 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1170842.375000 Penalty: 4570.012207
	Iteration 25Q: 3 clusters Score -1170842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1170880.250000 Penalty: 4570.012207
	Iteration 26Q: 3 clusters Score -1170880 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1170921.500000 Penalty: 4570.012207
	Iteration 27Q: 3 clusters Score -1170922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1170966.500000 Penalty: 4570.012207
	Iteration 28Q: 3 clusters Score -1170966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1171000.125000 Penalty: 4570.012207
	Iteration 29Q: 3 clusters Score -1171000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1171028.375000 Penalty: 4570.012207
	Iteration 30Q: 3 clusters Score -1171028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1171061.250000 Penalty: 4570.012207
	Iteration 31Q: 3 clusters Score -1171061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1171082.125000 Penalty: 4570.012207
	Iteration 32Q: 3 clusters Score -1171082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1171103.500000 Penalty: 4570.012207
	Iteration 33Q: 3 clusters Score -1171104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1171120.750000 Penalty: 4570.012207
	Iteration 34Q: 3 clusters Score -1171121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1171130.000000 Penalty: 4570.012207
	Iteration 35Q: 3 clusters Score -1171130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1171146.625000 Penalty: 4570.012207
	Iteration 36Q: 3 clusters Score -1171147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1171163.250000 Penalty: 4570.012207
	Iteration 37Q: 3 clusters Score -1171163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1171178.375000 Penalty: 4570.012207
	Iteration 38Q: 3 clusters Score -1171178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1171195.875000 Penalty: 4570.012207
	Iteration 39Q: 3 clusters Score -1171196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1171206.000000 Penalty: 4570.012207
	Iteration 40F: 3 clusters Score -1171206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1171208.375000 Penalty: 4570.012207
	Iteration 41Q: 3 clusters Score -1171208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1171211.750000 Penalty: 4570.012207
	Iteration 42Q: 3 clusters Score -1171212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1171212.125000 Penalty: 4570.012207
	Iteration 43Q: 3 clusters Score -1171212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1171213.625000 Penalty: 4570.012207
	Iteration 44Q: 3 clusters Score -1171214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1171214.375000 Penalty: 4570.012207
	Iteration 45Q: 3 clusters Score -1171214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1171215.625000 Penalty: 4570.012207
	Iteration 46Q: 3 clusters Score -1171216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1171215.375000 Penalty: 4570.012207
	Iteration 47Q: 3 clusters Score -1171215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1171215.375000 Penalty: 4570.012207
	Iteration 48F: 3 clusters Score -1171215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Entering Unmasked Estep 
Score: -8409859.000000 Penalty: 2770.163086
	Iteration 0F: 2 clusters Score -8409859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -8362442.000000 Penalty: 5540.326172
	Iteration 0F: 3 clusters Score -8362442 nChanged 33091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -8381779.500000 Penalty: 5540.326172
	Iteration 1F: 3 clusters Score -8381780 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -8383779.500000 Penalty: 5540.326172
	Iteration 2F: 3 clusters Score -8383780 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -8386745.000000 Penalty: 5540.326172
	Iteration 3F: 3 clusters Score -8386745 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -8390263.000000 Penalty: 5540.326172
	Iteration 4F: 3 clusters Score -8390263 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -8393741.000000 Penalty: 5540.326172
	Iteration 5F: 3 clusters Score -8393741 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -8396555.000000 Penalty: 5540.326172
	Iteration 6F: 3 clusters Score -8396555 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -8398801.000000 Penalty: 5540.326172
	Iteration 7F: 3 clusters Score -8398801 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -8400626.000000 Penalty: 5540.326172
	Iteration 8Q: 3 clusters Score -8400626 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -8402116.000000 Penalty: 5540.326172
	Iteration 9Q: 3 clusters Score -8402116 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -8403372.000000 Penalty: 5540.326172
	Iteration 10Q: 3 clusters Score -8403372 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -8404547.000000 Penalty: 5540.326172
	Iteration 11Q: 3 clusters Score -8404547 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -8405461.000000 Penalty: 5540.326172
	Iteration 12Q: 3 clusters Score -8405461 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -8406255.000000 Penalty: 5540.326172
	Iteration 13Q: 3 clusters Score -8406255 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -8406852.000000 Penalty: 5540.326172
	Iteration 14Q: 3 clusters Score -8406852 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 63165 members 
Entering Unmasked Estep 
Score: -8407193.000000 Penalty: 5540.326172
	Iteration 15Q: 3 clusters Score -8407193 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -8407422.000000 Penalty: 5540.326172
	Iteration 16Q: 3 clusters Score -8407422 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -8407590.000000 Penalty: 5540.326172
	Iteration 17Q: 3 clusters Score -8407590 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -8407669.000000 Penalty: 5540.326172
	Iteration 18Q: 3 clusters Score -8407669 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -8407728.000000 Penalty: 5540.326172
	Iteration 19Q: 3 clusters Score -8407728 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -8407786.000000 Penalty: 5540.326172
	Iteration 20F: 3 clusters Score -8407786 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -8407858.000000 Penalty: 5540.326172
	Iteration 21Q: 3 clusters Score -8407858 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -8407882.000000 Penalty: 5540.326172
	Iteration 22Q: 3 clusters Score -8407882 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -8407925.000000 Penalty: 5540.326172
	Iteration 23Q: 3 clusters Score -8407925 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -8407983.000000 Penalty: 5540.326172
	Iteration 24Q: 3 clusters Score -8407983 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -8408005.000000 Penalty: 5540.326172
	Iteration 25Q: 3 clusters Score -8408005 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -8408044.000000 Penalty: 5540.326172
	Iteration 26Q: 3 clusters Score -8408044 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 65329 members 
Entering Unmasked Estep 
Score: -8408067.000000 Penalty: 5540.326172
	Iteration 27Q: 3 clusters Score -8408067 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -8408100.000000 Penalty: 5540.326172
	Iteration 28Q: 3 clusters Score -8408100 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -8408115.000000 Penalty: 5540.326172
	Iteration 29Q: 3 clusters Score -8408115 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -8408143.000000 Penalty: 5540.326172
	Iteration 30Q: 3 clusters Score -8408143 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -8408170.000000 Penalty: 5540.326172
	Iteration 31Q: 3 clusters Score -8408170 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -8408189.000000 Penalty: 5540.326172
	Iteration 32Q: 3 clusters Score -8408189 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -8408220.000000 Penalty: 5540.326172
	Iteration 33Q: 3 clusters Score -8408220 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -8408240.000000 Penalty: 5540.326172
	Iteration 34Q: 3 clusters Score -8408240 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -8408257.000000 Penalty: 5540.326172
	Iteration 35Q: 3 clusters Score -8408257 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 66253 members 
Entering Unmasked Estep 
Score: -8408271.000000 Penalty: 5540.326172
	Iteration 36Q: 3 clusters Score -8408271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -8408280.000000 Penalty: 5540.326172
	Iteration 37Q: 3 clusters Score -8408280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -8408299.000000 Penalty: 5540.326172
	Iteration 38Q: 3 clusters Score -8408299 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 66411 members 
Entering Unmasked Estep 
Score: -8408313.000000 Penalty: 5540.326172
	Iteration 39Q: 3 clusters Score -8408313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 66463 members 
Entering Unmasked Estep 
Score: -8408322.000000 Penalty: 5540.326172
	Iteration 40F: 3 clusters Score -8408322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -8408310.000000 Penalty: 5540.326172
	Iteration 41Q: 3 clusters Score -8408310 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -8408320.000000 Penalty: 5540.326172
	Iteration 42Q: 3 clusters Score -8408320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -8408325.000000 Penalty: 5540.326172
	Iteration 43Q: 3 clusters Score -8408325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -8408315.000000 Penalty: 5540.326172
	Iteration 44Q: 3 clusters Score -8408315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -8408323.000000 Penalty: 5540.326172
	Iteration 45Q: 3 clusters Score -8408323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -8408325.000000 Penalty: 5540.326172
	Iteration 46Q: 3 clusters Score -8408325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 66711 members 
Entering Unmasked Estep 
Score: -8408328.000000 Penalty: 5540.326172
	Iteration 47Q: 3 clusters Score -8408328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -8408321.000000 Penalty: 5540.326172
	Iteration 48Q: 3 clusters Score -8408321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 66754 members 
Entering Unmasked Estep 
Score: -8408336.000000 Penalty: 5540.326172
	Iteration 49Q: 3 clusters Score -8408336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 66784 members 
Entering Unmasked Estep 
Score: -8408333.000000 Penalty: 5540.326172
	Iteration 50Q: 3 clusters Score -8408333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -8408330.000000 Penalty: 5540.326172
	Iteration 51Q: 3 clusters Score -8408330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -8408341.000000 Penalty: 5540.326172
	Iteration 52Q: 3 clusters Score -8408341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -8408332.000000 Penalty: 5540.326172
	Iteration 53Q: 3 clusters Score -8408332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -8408327.000000 Penalty: 5540.326172
	Iteration 54Q: 3 clusters Score -8408327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 66858 members 
Entering Unmasked Estep 
Score: -8408334.000000 Penalty: 5540.326172
	Iteration 55Q: 3 clusters Score -8408334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -8408330.000000 Penalty: 5540.326172
	Iteration 56Q: 3 clusters Score -8408330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -8408334.000000 Penalty: 5540.326172
	Iteration 57Q: 3 clusters Score -8408334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -8408337.000000 Penalty: 5540.326172
	Iteration 58Q: 3 clusters Score -8408337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -8408330.000000 Penalty: 5540.326172
	Iteration 59Q: 3 clusters Score -8408330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -8408326.000000 Penalty: 5540.326172
	Iteration 60F: 3 clusters Score -8408326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -8408322.000000 Penalty: 5540.326172
	Iteration 61Q: 3 clusters Score -8408322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -8408326.000000 Penalty: 5540.326172
	Iteration 62Q: 3 clusters Score -8408326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -8408321.000000 Penalty: 5540.326172
	Iteration 63Q: 3 clusters Score -8408321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -8408325.000000 Penalty: 5540.326172
	Iteration 64Q: 3 clusters Score -8408325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -8408328.000000 Penalty: 5540.326172
	Iteration 65Q: 3 clusters Score -8408328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -8408324.000000 Penalty: 5540.326172
	Iteration 66Q: 3 clusters Score -8408324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -8408332.000000 Penalty: 5540.326172
	Iteration 67Q: 3 clusters Score -8408332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -8408336.000000 Penalty: 5540.326172
	Iteration 68Q: 3 clusters Score -8408336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -8408333.000000 Penalty: 5540.326172
	Iteration 69Q: 3 clusters Score -8408333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -8408335.000000 Penalty: 5540.326172
	Iteration 70Q: 3 clusters Score -8408335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -8408335.000000 Penalty: 5540.326172
	Iteration 71F: 3 clusters Score -8408335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (249461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249461 members 
Entering Unmasked Estep 
Score: -29744320.000000 Penalty: 3081.910400
	Iteration 0F: 2 clusters Score -2.974432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124843 members 
Mstep: Class 2 contains 124618 members 
Entering Unmasked Estep 
Score: -29624502.000000 Penalty: 6163.820801
	Iteration 0F: 3 clusters Score -2.96245e+07 nChanged 120299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123972 members 
Mstep: Class 2 contains 125489 members 
Entering Unmasked Estep 
Score: -29695192.000000 Penalty: 6163.820801
	Iteration 1F: 3 clusters Score -2.969519e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122872 members 
Mstep: Class 2 contains 126589 members 
Entering Unmasked Estep 
Score: -29696630.000000 Penalty: 6163.820801
	Iteration 2Q: 3 clusters Score -2.969663e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121227 members 
Mstep: Class 2 contains 128234 members 
Entering Unmasked Estep 
Score: -29698314.000000 Penalty: 6163.820801
	Iteration 3Q: 3 clusters Score -2.969831e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118405 members 
Mstep: Class 2 contains 131056 members 
Entering Unmasked Estep 
Score: -29700652.000000 Penalty: 6163.820801
	Iteration 4Q: 3 clusters Score -2.970065e+07 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113859 members 
Mstep: Class 2 contains 135602 members 
Entering Unmasked Estep 
Score: -29703976.000000 Penalty: 6163.820801
	Iteration 5Q: 3 clusters Score -2.970398e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107193 members 
Mstep: Class 2 contains 142268 members 
Entering Unmasked Estep 
Score: -29708716.000000 Penalty: 6163.820801
	Iteration 6Q: 3 clusters Score -2.970872e+07 nChanged 13788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97967 members 
Mstep: Class 2 contains 151494 members 
Entering Unmasked Estep 
Score: -29714528.000000 Penalty: 6163.820801
	Iteration 7F: 3 clusters Score -2.971453e+07 nChanged 15838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 163272 members 
Entering Unmasked Estep 
Score: -29720250.000000 Penalty: 6163.820801
	Iteration 8F: 3 clusters Score -2.972025e+07 nChanged 17133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 176393 members 
Entering Unmasked Estep 
Score: -29725258.000000 Penalty: 6163.820801
	Iteration 9F: 3 clusters Score -2.972526e+07 nChanged 15994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 188761 members 
Entering Unmasked Estep 
Score: -29729466.000000 Penalty: 6163.820801
	Iteration 10F: 3 clusters Score -2.972947e+07 nChanged 13246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 199027 members 
Entering Unmasked Estep 
Score: -29733622.000000 Penalty: 6163.820801
	Iteration 11F: 3 clusters Score -2.973362e+07 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 206177 members 
Entering Unmasked Estep 
Score: -29737318.000000 Penalty: 6163.820801
	Iteration 12Q: 3 clusters Score -2.973732e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 210319 members 
Entering Unmasked Estep 
Score: -29740440.000000 Penalty: 6163.820801
	Iteration 13Q: 3 clusters Score -2.974044e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 212668 members 
Entering Unmasked Estep 
Score: -29742196.000000 Penalty: 6163.820801
	Iteration 14Q: 3 clusters Score -2.97422e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 214101 members 
Entering Unmasked Estep 
Score: -29742834.000000 Penalty: 6163.820801
	Iteration 15Q: 3 clusters Score -2.974283e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 215262 members 
Entering Unmasked Estep 
Score: -29743264.000000 Penalty: 6163.820801
	Iteration 16Q: 3 clusters Score -2.974326e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 216259 members 
Entering Unmasked Estep 
Score: -29743752.000000 Penalty: 6163.820801
	Iteration 17Q: 3 clusters Score -2.974375e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 217118 members 
Entering Unmasked Estep 
Score: -29744098.000000 Penalty: 6163.820801
	Iteration 18Q: 3 clusters Score -2.97441e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 217784 members 
Entering Unmasked Estep 
Score: -29744388.000000 Penalty: 6163.820801
	Iteration 19Q: 3 clusters Score -2.974439e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 218308 members 
Entering Unmasked Estep 
Score: -29744878.000000 Penalty: 6163.820801
	Iteration 20F: 3 clusters Score -2.974488e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 218732 members 
Entering Unmasked Estep 
Score: -29745422.000000 Penalty: 6163.820801
	Iteration 21Q: 3 clusters Score -2.974542e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 219127 members 
Entering Unmasked Estep 
Score: -29746168.000000 Penalty: 6163.820801
	Iteration 22Q: 3 clusters Score -2.974617e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 219490 members 
Entering Unmasked Estep 
Score: -29746720.000000 Penalty: 6163.820801
	Iteration 23Q: 3 clusters Score -2.974672e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 219839 members 
Entering Unmasked Estep 
Score: -29747236.000000 Penalty: 6163.820801
	Iteration 24Q: 3 clusters Score -2.974724e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 220142 members 
Entering Unmasked Estep 
Score: -29747744.000000 Penalty: 6163.820801
	Iteration 25Q: 3 clusters Score -2.974774e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 220437 members 
Entering Unmasked Estep 
Score: -29748032.000000 Penalty: 6163.820801
	Iteration 26Q: 3 clusters Score -2.974803e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 220724 members 
Entering Unmasked Estep 
Score: -29748260.000000 Penalty: 6163.820801
	Iteration 27Q: 3 clusters Score -2.974826e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 221039 members 
Entering Unmasked Estep 
Score: -29748414.000000 Penalty: 6163.820801
	Iteration 28Q: 3 clusters Score -2.974841e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 221349 members 
Entering Unmasked Estep 
Score: -29748630.000000 Penalty: 6163.820801
	Iteration 29Q: 3 clusters Score -2.974863e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 221689 members 
Entering Unmasked Estep 
Score: -29748728.000000 Penalty: 6163.820801
	Iteration 30Q: 3 clusters Score -2.974873e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 222020 members 
Entering Unmasked Estep 
Score: -29748788.000000 Penalty: 6163.820801
	Iteration 31Q: 3 clusters Score -2.974879e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 222359 members 
Entering Unmasked Estep 
Score: -29748750.000000 Penalty: 6163.820801
	Iteration 32Q: 3 clusters Score -2.974875e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 222678 members 
Entering Unmasked Estep 
Score: -29748756.000000 Penalty: 6163.820801
	Iteration 33Q: 3 clusters Score -2.974876e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 223005 members 
Entering Unmasked Estep 
Score: -29748836.000000 Penalty: 6163.820801
	Iteration 34Q: 3 clusters Score -2.974884e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 223303 members 
Entering Unmasked Estep 
Score: -29748832.000000 Penalty: 6163.820801
	Iteration 35Q: 3 clusters Score -2.974883e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 223574 members 
Entering Unmasked Estep 
Score: -29748824.000000 Penalty: 6163.820801
	Iteration 36Q: 3 clusters Score -2.974882e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 223833 members 
Entering Unmasked Estep 
Score: -29748768.000000 Penalty: 6163.820801
	Iteration 37Q: 3 clusters Score -2.974877e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 224104 members 
Entering Unmasked Estep 
Score: -29748796.000000 Penalty: 6163.820801
	Iteration 38Q: 3 clusters Score -2.97488e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 224344 members 
Entering Unmasked Estep 
Score: -29748868.000000 Penalty: 6163.820801
	Iteration 39Q: 3 clusters Score -2.974887e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 224583 members 
Entering Unmasked Estep 
Score: -29748882.000000 Penalty: 6163.820801
	Iteration 40F: 3 clusters Score -2.974888e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 224811 members 
Entering Unmasked Estep 
Score: -29748844.000000 Penalty: 6163.820801
	Iteration 41Q: 3 clusters Score -2.974884e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 225023 members 
Entering Unmasked Estep 
Score: -29748800.000000 Penalty: 6163.820801
	Iteration 42Q: 3 clusters Score -2.97488e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 225214 members 
Entering Unmasked Estep 
Score: -29748752.000000 Penalty: 6163.820801
	Iteration 43Q: 3 clusters Score -2.974875e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 225400 members 
Entering Unmasked Estep 
Score: -29748704.000000 Penalty: 6163.820801
	Iteration 44Q: 3 clusters Score -2.97487e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 225565 members 
Entering Unmasked Estep 
Score: -29748740.000000 Penalty: 6163.820801
	Iteration 45Q: 3 clusters Score -2.974874e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 225738 members 
Entering Unmasked Estep 
Score: -29748726.000000 Penalty: 6163.820801
	Iteration 46Q: 3 clusters Score -2.974873e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 225915 members 
Entering Unmasked Estep 
Score: -29748684.000000 Penalty: 6163.820801
	Iteration 47Q: 3 clusters Score -2.974868e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 226103 members 
Entering Unmasked Estep 
Score: -29748688.000000 Penalty: 6163.820801
	Iteration 48Q: 3 clusters Score -2.974869e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 226292 members 
Entering Unmasked Estep 
Score: -29748660.000000 Penalty: 6163.820801
	Iteration 49Q: 3 clusters Score -2.974866e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 226479 members 
Entering Unmasked Estep 
Score: -29748610.000000 Penalty: 6163.820801
	Iteration 50Q: 3 clusters Score -2.974861e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 226646 members 
Entering Unmasked Estep 
Score: -29748646.000000 Penalty: 6163.820801
	Iteration 51Q: 3 clusters Score -2.974865e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 226806 members 
Entering Unmasked Estep 
Score: -29748600.000000 Penalty: 6163.820801
	Iteration 52Q: 3 clusters Score -2.97486e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 226953 members 
Entering Unmasked Estep 
Score: -29748598.000000 Penalty: 6163.820801
	Iteration 53Q: 3 clusters Score -2.97486e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 227120 members 
Entering Unmasked Estep 
Score: -29748622.000000 Penalty: 6163.820801
	Iteration 54Q: 3 clusters Score -2.974862e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 227273 members 
Entering Unmasked Estep 
Score: -29748570.000000 Penalty: 6163.820801
	Iteration 55Q: 3 clusters Score -2.974857e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 227411 members 
Entering Unmasked Estep 
Score: -29748560.000000 Penalty: 6163.820801
	Iteration 56Q: 3 clusters Score -2.974856e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 227557 members 
Entering Unmasked Estep 
Score: -29748562.000000 Penalty: 6163.820801
	Iteration 57Q: 3 clusters Score -2.974856e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 227688 members 
Entering Unmasked Estep 
Score: -29748516.000000 Penalty: 6163.820801
	Iteration 58Q: 3 clusters Score -2.974852e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 227813 members 
Entering Unmasked Estep 
Score: -29748544.000000 Penalty: 6163.820801
	Iteration 59Q: 3 clusters Score -2.974854e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 227942 members 
Entering Unmasked Estep 
Score: -29748594.000000 Penalty: 6163.820801
	Iteration 60F: 3 clusters Score -2.974859e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 228059 members 
Entering Unmasked Estep 
Score: -29748538.000000 Penalty: 6163.820801
	Iteration 61Q: 3 clusters Score -2.974854e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 228164 members 
Entering Unmasked Estep 
Score: -29748542.000000 Penalty: 6163.820801
	Iteration 62Q: 3 clusters Score -2.974854e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 228270 members 
Entering Unmasked Estep 
Score: -29748552.000000 Penalty: 6163.820801
	Iteration 63Q: 3 clusters Score -2.974855e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 228372 members 
Entering Unmasked Estep 
Score: -29748612.000000 Penalty: 6163.820801
	Iteration 64Q: 3 clusters Score -2.974861e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 228478 members 
Entering Unmasked Estep 
Score: -29748660.000000 Penalty: 6163.820801
	Iteration 65Q: 3 clusters Score -2.974866e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 228586 members 
Entering Unmasked Estep 
Score: -29748592.000000 Penalty: 6163.820801
	Iteration 66Q: 3 clusters Score -2.974859e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 228700 members 
Entering Unmasked Estep 
Score: -29748594.000000 Penalty: 6163.820801
	Iteration 67Q: 3 clusters Score -2.974859e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 228794 members 
Entering Unmasked Estep 
Score: -29748596.000000 Penalty: 6163.820801
	Iteration 68Q: 3 clusters Score -2.97486e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 228895 members 
Entering Unmasked Estep 
Score: -29748576.000000 Penalty: 6163.820801
	Iteration 69Q: 3 clusters Score -2.974858e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 228981 members 
Entering Unmasked Estep 
Score: -29748560.000000 Penalty: 6163.820801
	Iteration 70Q: 3 clusters Score -2.974856e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 229052 members 
Entering Unmasked Estep 
Score: -29748562.000000 Penalty: 6163.820801
	Iteration 71Q: 3 clusters Score -2.974856e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 229128 members 
Entering Unmasked Estep 
Score: -29748584.000000 Penalty: 6163.820801
	Iteration 72Q: 3 clusters Score -2.974858e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 229198 members 
Entering Unmasked Estep 
Score: -29748562.000000 Penalty: 6163.820801
	Iteration 73Q: 3 clusters Score -2.974856e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 229256 members 
Entering Unmasked Estep 
Score: -29748550.000000 Penalty: 6163.820801
	Iteration 74Q: 3 clusters Score -2.974855e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 229317 members 
Entering Unmasked Estep 
Score: -29748560.000000 Penalty: 6163.820801
	Iteration 75Q: 3 clusters Score -2.974856e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 229370 members 
Entering Unmasked Estep 
Score: -29748542.000000 Penalty: 6163.820801
	Iteration 76Q: 3 clusters Score -2.974854e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 229420 members 
Entering Unmasked Estep 
Score: -29748550.000000 Penalty: 6163.820801
	Iteration 77Q: 3 clusters Score -2.974855e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 229465 members 
Entering Unmasked Estep 
Score: -29748498.000000 Penalty: 6163.820801
	Iteration 78Q: 3 clusters Score -2.97485e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 229512 members 
Entering Unmasked Estep 
Score: -29748496.000000 Penalty: 6163.820801
	Iteration 79Q: 3 clusters Score -2.97485e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 229557 members 
Entering Unmasked Estep 
Score: -29748468.000000 Penalty: 6163.820801
	Iteration 80F: 3 clusters Score -2.974847e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 229600 members 
Entering Unmasked Estep 
Score: -29748522.000000 Penalty: 6163.820801
	Iteration 81Q: 3 clusters Score -2.974852e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 229637 members 
Entering Unmasked Estep 
Score: -29748518.000000 Penalty: 6163.820801
	Iteration 82Q: 3 clusters Score -2.974852e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 229664 members 
Entering Unmasked Estep 
Score: -29748514.000000 Penalty: 6163.820801
	Iteration 83Q: 3 clusters Score -2.974851e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 229697 members 
Entering Unmasked Estep 
Score: -29748502.000000 Penalty: 6163.820801
	Iteration 84Q: 3 clusters Score -2.97485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 229735 members 
Entering Unmasked Estep 
Score: -29748508.000000 Penalty: 6163.820801
	Iteration 85Q: 3 clusters Score -2.974851e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 229779 members 
Entering Unmasked Estep 
Score: -29748532.000000 Penalty: 6163.820801
	Iteration 86Q: 3 clusters Score -2.974853e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 229816 members 
Entering Unmasked Estep 
Score: -29748528.000000 Penalty: 6163.820801
	Iteration 87Q: 3 clusters Score -2.974853e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 229853 members 
Entering Unmasked Estep 
Score: -29748500.000000 Penalty: 6163.820801
	Iteration 88Q: 3 clusters Score -2.97485e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 229899 members 
Entering Unmasked Estep 
Score: -29748518.000000 Penalty: 6163.820801
	Iteration 89Q: 3 clusters Score -2.974852e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 229944 members 
Entering Unmasked Estep 
Score: -29748500.000000 Penalty: 6163.820801
	Iteration 90Q: 3 clusters Score -2.97485e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 229990 members 
Entering Unmasked Estep 
Score: -29748508.000000 Penalty: 6163.820801
	Iteration 91Q: 3 clusters Score -2.974851e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 230029 members 
Entering Unmasked Estep 
Score: -29748524.000000 Penalty: 6163.820801
	Iteration 92Q: 3 clusters Score -2.974852e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 230071 members 
Entering Unmasked Estep 
Score: -29748526.000000 Penalty: 6163.820801
	Iteration 93Q: 3 clusters Score -2.974853e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 230110 members 
Entering Unmasked Estep 
Score: -29748506.000000 Penalty: 6163.820801
	Iteration 94Q: 3 clusters Score -2.974851e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 230137 members 
Entering Unmasked Estep 
Score: -29748516.000000 Penalty: 6163.820801
	Iteration 95Q: 3 clusters Score -2.974852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 230157 members 
Entering Unmasked Estep 
Score: -29748534.000000 Penalty: 6163.820801
	Iteration 96Q: 3 clusters Score -2.974853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 230172 members 
Entering Unmasked Estep 
Score: -29748526.000000 Penalty: 6163.820801
	Iteration 97Q: 3 clusters Score -2.974853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 230186 members 
Entering Unmasked Estep 
Score: -29748534.000000 Penalty: 6163.820801
	Iteration 98Q: 3 clusters Score -2.974853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 230199 members 
Entering Unmasked Estep 
Score: -29748518.000000 Penalty: 6163.820801
	Iteration 99Q: 3 clusters Score -2.974852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 230208 members 
Entering Unmasked Estep 
Score: -29748514.000000 Penalty: 6163.820801
	Iteration 100F: 3 clusters Score -2.974851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 230222 members 
Entering Unmasked Estep 
Score: -29748512.000000 Penalty: 6163.820801
	Iteration 101Q: 3 clusters Score -2.974851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 230241 members 
Entering Unmasked Estep 
Score: -29748472.000000 Penalty: 6163.820801
	Iteration 102Q: 3 clusters Score -2.974847e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 230261 members 
Entering Unmasked Estep 
Score: -29748490.000000 Penalty: 6163.820801
	Iteration 103Q: 3 clusters Score -2.974849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 230277 members 
Entering Unmasked Estep 
Score: -29748490.000000 Penalty: 6163.820801
	Iteration 104Q: 3 clusters Score -2.974849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 230297 members 
Entering Unmasked Estep 
Score: -29748500.000000 Penalty: 6163.820801
	Iteration 105Q: 3 clusters Score -2.97485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 230310 members 
Entering Unmasked Estep 
Score: -29748518.000000 Penalty: 6163.820801
	Iteration 106Q: 3 clusters Score -2.974852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 230320 members 
Entering Unmasked Estep 
Score: -29748522.000000 Penalty: 6163.820801
	Iteration 107Q: 3 clusters Score -2.974852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 230328 members 
Entering Unmasked Estep 
Score: -29748548.000000 Penalty: 6163.820801
	Iteration 108Q: 3 clusters Score -2.974855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 230334 members 
Entering Unmasked Estep 
Score: -29748526.000000 Penalty: 6163.820801
	Iteration 109Q: 3 clusters Score -2.974853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 230340 members 
Entering Unmasked Estep 
Score: -29748544.000000 Penalty: 6163.820801
	Iteration 110Q: 3 clusters Score -2.974854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 230346 members 
Entering Unmasked Estep 
Score: -29748554.000000 Penalty: 6163.820801
	Iteration 111Q: 3 clusters Score -2.974855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 230352 members 
Entering Unmasked Estep 
Score: -29748542.000000 Penalty: 6163.820801
	Iteration 112Q: 3 clusters Score -2.974854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 230358 members 
Entering Unmasked Estep 
Score: -29748542.000000 Penalty: 6163.820801
	Iteration 113Q: 3 clusters Score -2.974854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 230364 members 
Entering Unmasked Estep 
Score: -29748548.000000 Penalty: 6163.820801
	Iteration 114Q: 3 clusters Score -2.974855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 230368 members 
Entering Unmasked Estep 
Score: -29748550.000000 Penalty: 6163.820801
	Iteration 115Q: 3 clusters Score -2.974855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 230374 members 
Entering Unmasked Estep 
Score: -29748534.000000 Penalty: 6163.820801
	Iteration 116Q: 3 clusters Score -2.974853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 230379 members 
Entering Unmasked Estep 
Score: -29748530.000000 Penalty: 6163.820801
	Iteration 117Q: 3 clusters Score -2.974853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 230381 members 
Entering Unmasked Estep 
Score: -29748532.000000 Penalty: 6163.820801
	Iteration 118Q: 3 clusters Score -2.974853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 230381 members 
Entering Unmasked Estep 
Score: -29748532.000000 Penalty: 6163.820801
	Iteration 119F: 3 clusters Score -2.974853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 182112 members 
Mstep: Class 3 contains 49677 members 
Mstep: Class 4 contains 13569 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 9809 members 
Mstep: Class 7 contains 31205 members 
Mstep: Class 8 contains 4938 members 
Mstep: Class 9 contains 24456 members 
Mstep: Class 10 contains 14890 members 
Mstep: Class 11 contains 9070 members 
Mstep: Class 12 contains 63438 members 
Mstep: Class 13 contains 95987 members 
Mstep: Class 14 contains 216759 members 
Mstep: Class 15 contains 10034 members 
Mstep: Class 16 contains 70970 members 
Mstep: Class 17 contains 19080 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11210 members 
Mstep: Class 20 contains 36463 members 
Mstep: Class 21 contains 10914 members 
Mstep: Class 22 contains 161850 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3250 members 
Mstep: Class 26 contains 18850 members 
Mstep: Class 27 contains 34627 members 
Mstep: Class 28 contains 230381 members 
Entering Unmasked Estep 
Score: -156021280.000000 Penalty: 97997.882812
Splitting cluster 17 changes total score from -156013568.000000 to -156021280.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (5202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Entering Unmasked Estep 
Score: -569558.562500 Penalty: 2122.085938
	Iteration 0F: 2 clusters Score -569558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -564905.687500 Penalty: 4244.171875
	Iteration 0F: 3 clusters Score -564905.7 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -566150.125000 Penalty: 4244.171875
	Iteration 1F: 3 clusters Score -566150.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -566579.875000 Penalty: 4244.171875
	Iteration 2F: 3 clusters Score -566579.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -566860.437500 Penalty: 4244.171875
	Iteration 3F: 3 clusters Score -566860.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -567064.437500 Penalty: 4244.171875
	Iteration 4F: 3 clusters Score -567064.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -567292.812500 Penalty: 4244.171875
	Iteration 5Q: 3 clusters Score -567292.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -567507.500000 Penalty: 4244.171875
	Iteration 6Q: 3 clusters Score -567507.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -567709.312500 Penalty: 4244.171875
	Iteration 7Q: 3 clusters Score -567709.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -567904.187500 Penalty: 4244.171875
	Iteration 8Q: 3 clusters Score -567904.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -568092.312500 Penalty: 4244.171875
	Iteration 9Q: 3 clusters Score -568092.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -568267.250000 Penalty: 4244.171875
	Iteration 10Q: 3 clusters Score -568267.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -568408.250000 Penalty: 4244.171875
	Iteration 11Q: 3 clusters Score -568408.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -568500.875000 Penalty: 4244.171875
	Iteration 12Q: 3 clusters Score -568500.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -568570.687500 Penalty: 4244.171875
	Iteration 13Q: 3 clusters Score -568570.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -568616.562500 Penalty: 4244.171875
	Iteration 14Q: 3 clusters Score -568616.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -568641.437500 Penalty: 4244.171875
	Iteration 15Q: 3 clusters Score -568641.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -568655.812500 Penalty: 4244.171875
	Iteration 16Q: 3 clusters Score -568655.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -568667.437500 Penalty: 4244.171875
	Iteration 17Q: 3 clusters Score -568667.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -568672.687500 Penalty: 4244.171875
	Iteration 18Q: 3 clusters Score -568672.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -568677.750000 Penalty: 4244.171875
	Iteration 19Q: 3 clusters Score -568677.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -568679.437500 Penalty: 4244.171875
	Iteration 20F: 3 clusters Score -568679.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -568680.500000 Penalty: 4244.171875
	Iteration 21Q: 3 clusters Score -568680.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -568680.812500 Penalty: 4244.171875
	Iteration 22Q: 3 clusters Score -568680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -568680.687500 Penalty: 4244.171875
	Iteration 23Q: 3 clusters Score -568680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -568680.687500 Penalty: 4244.171875
	Iteration 24F: 3 clusters Score -568680.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Entering Unmasked Estep 
Score: -1321152.625000 Penalty: 2312.491211
	Iteration 0F: 2 clusters Score -1321153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1312615.500000 Penalty: 4624.982422
	Iteration 0F: 3 clusters Score -1312616 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1315200.375000 Penalty: 4624.982422
	Iteration 1F: 3 clusters Score -1315200 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1315489.875000 Penalty: 4624.982422
	Iteration 2F: 3 clusters Score -1315490 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1315734.125000 Penalty: 4624.982422
	Iteration 3F: 3 clusters Score -1315734 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1315917.000000 Penalty: 4624.982422
	Iteration 4Q: 3 clusters Score -1315917 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1316087.500000 Penalty: 4624.982422
	Iteration 5Q: 3 clusters Score -1316088 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1316260.500000 Penalty: 4624.982422
	Iteration 6Q: 3 clusters Score -1316260 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1316433.125000 Penalty: 4624.982422
	Iteration 7Q: 3 clusters Score -1316433 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1316640.000000 Penalty: 4624.982422
	Iteration 8Q: 3 clusters Score -1316640 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1316895.875000 Penalty: 4624.982422
	Iteration 9Q: 3 clusters Score -1316896 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1317177.125000 Penalty: 4624.982422
	Iteration 10Q: 3 clusters Score -1317177 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1317505.500000 Penalty: 4624.982422
	Iteration 11Q: 3 clusters Score -1317506 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1317814.250000 Penalty: 4624.982422
	Iteration 12Q: 3 clusters Score -1317814 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1318081.875000 Penalty: 4624.982422
	Iteration 13Q: 3 clusters Score -1318082 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1318331.875000 Penalty: 4624.982422
	Iteration 14Q: 3 clusters Score -1318332 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1318556.500000 Penalty: 4624.982422
	Iteration 15Q: 3 clusters Score -1318556 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1318734.375000 Penalty: 4624.982422
	Iteration 16Q: 3 clusters Score -1318734 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1318879.500000 Penalty: 4624.982422
	Iteration 17Q: 3 clusters Score -1318880 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1318980.125000 Penalty: 4624.982422
	Iteration 18Q: 3 clusters Score -1318980 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1319046.000000 Penalty: 4624.982422
	Iteration 19Q: 3 clusters Score -1319046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1319093.375000 Penalty: 4624.982422
	Iteration 20F: 3 clusters Score -1319093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1319120.500000 Penalty: 4624.982422
	Iteration 21Q: 3 clusters Score -1319120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1319132.625000 Penalty: 4624.982422
	Iteration 22Q: 3 clusters Score -1319133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1319151.125000 Penalty: 4624.982422
	Iteration 23Q: 3 clusters Score -1319151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1319160.875000 Penalty: 4624.982422
	Iteration 24Q: 3 clusters Score -1319161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1319171.250000 Penalty: 4624.982422
	Iteration 25Q: 3 clusters Score -1319171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1319178.625000 Penalty: 4624.982422
	Iteration 26Q: 3 clusters Score -1319179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1319186.375000 Penalty: 4624.982422
	Iteration 27Q: 3 clusters Score -1319186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1319192.250000 Penalty: 4624.982422
	Iteration 28Q: 3 clusters Score -1319192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1319200.750000 Penalty: 4624.982422
	Iteration 29Q: 3 clusters Score -1319201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1319206.750000 Penalty: 4624.982422
	Iteration 30Q: 3 clusters Score -1319207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1319208.500000 Penalty: 4624.982422
	Iteration 31Q: 3 clusters Score -1319208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1319215.500000 Penalty: 4624.982422
	Iteration 32Q: 3 clusters Score -1319216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1319217.625000 Penalty: 4624.982422
	Iteration 33Q: 3 clusters Score -1319218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1319219.375000 Penalty: 4624.982422
	Iteration 34Q: 3 clusters Score -1319219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1319219.625000 Penalty: 4624.982422
	Iteration 35Q: 3 clusters Score -1319220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1319219.250000 Penalty: 4624.982422
	Iteration 36Q: 3 clusters Score -1319219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1319220.875000 Penalty: 4624.982422
	Iteration 37Q: 3 clusters Score -1319221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1319221.625000 Penalty: 4624.982422
	Iteration 38Q: 3 clusters Score -1319222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1319221.875000 Penalty: 4624.982422
	Iteration 39Q: 3 clusters Score -1319222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1319224.125000 Penalty: 4624.982422
	Iteration 40F: 3 clusters Score -1319224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1319227.625000 Penalty: 4624.982422
	Iteration 41Q: 3 clusters Score -1319228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1319230.750000 Penalty: 4624.982422
	Iteration 42Q: 3 clusters Score -1319231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1319231.750000 Penalty: 4624.982422
	Iteration 43Q: 3 clusters Score -1319232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1319229.375000 Penalty: 4624.982422
	Iteration 44Q: 3 clusters Score -1319229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1319233.500000 Penalty: 4624.982422
	Iteration 45Q: 3 clusters Score -1319234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1319236.375000 Penalty: 4624.982422
	Iteration 46Q: 3 clusters Score -1319236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1319239.375000 Penalty: 4624.982422
	Iteration 47Q: 3 clusters Score -1319239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1319240.500000 Penalty: 4624.982422
	Iteration 48Q: 3 clusters Score -1319240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1319240.750000 Penalty: 4624.982422
	Iteration 49Q: 3 clusters Score -1319241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1319241.625000 Penalty: 4624.982422
	Iteration 50Q: 3 clusters Score -1319242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1319241.125000 Penalty: 4624.982422
	Iteration 51Q: 3 clusters Score -1319241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1319241.500000 Penalty: 4624.982422
	Iteration 52Q: 3 clusters Score -1319242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1319242.250000 Penalty: 4624.982422
	Iteration 53Q: 3 clusters Score -1319242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1319245.875000 Penalty: 4624.982422
	Iteration 54Q: 3 clusters Score -1319246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1319246.250000 Penalty: 4624.982422
	Iteration 55Q: 3 clusters Score -1319246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1319249.000000 Penalty: 4624.982422
	Iteration 56Q: 3 clusters Score -1319249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1319250.875000 Penalty: 4624.982422
	Iteration 57Q: 3 clusters Score -1319251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1319252.750000 Penalty: 4624.982422
	Iteration 58Q: 3 clusters Score -1319253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1319253.125000 Penalty: 4624.982422
	Iteration 59Q: 3 clusters Score -1319253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1319256.125000 Penalty: 4624.982422
	Iteration 60F: 3 clusters Score -1319256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1319258.875000 Penalty: 4624.982422
	Iteration 61Q: 3 clusters Score -1319259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1319265.000000 Penalty: 4624.982422
	Iteration 62Q: 3 clusters Score -1319265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1319266.875000 Penalty: 4624.982422
	Iteration 63Q: 3 clusters Score -1319267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1319266.250000 Penalty: 4624.982422
	Iteration 64Q: 3 clusters Score -1319266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1319266.125000 Penalty: 4624.982422
	Iteration 65Q: 3 clusters Score -1319266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1319268.500000 Penalty: 4624.982422
	Iteration 66Q: 3 clusters Score -1319268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1319270.875000 Penalty: 4624.982422
	Iteration 67Q: 3 clusters Score -1319271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1319275.000000 Penalty: 4624.982422
	Iteration 68Q: 3 clusters Score -1319275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1319277.375000 Penalty: 4624.982422
	Iteration 69Q: 3 clusters Score -1319277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1319277.250000 Penalty: 4624.982422
	Iteration 70Q: 3 clusters Score -1319277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1319281.000000 Penalty: 4624.982422
	Iteration 71Q: 3 clusters Score -1319281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1319281.250000 Penalty: 4624.982422
	Iteration 72Q: 3 clusters Score -1319281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1319281.250000 Penalty: 4624.982422
	Iteration 73F: 3 clusters Score -1319281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Entering Unmasked Estep 
Score: -4381032.000000 Penalty: 2605.005127
	Iteration 0F: 2 clusters Score -4381032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -4356351.500000 Penalty: 5210.010254
	Iteration 0F: 3 clusters Score -4356352 nChanged 16556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -4365758.000000 Penalty: 5210.010254
	Iteration 1F: 3 clusters Score -4365758 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -4366727.500000 Penalty: 5210.010254
	Iteration 2F: 3 clusters Score -4366728 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -4367962.500000 Penalty: 5210.010254
	Iteration 3F: 3 clusters Score -4367962 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -4369646.000000 Penalty: 5210.010254
	Iteration 4F: 3 clusters Score -4369646 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -4371727.000000 Penalty: 5210.010254
	Iteration 5F: 3 clusters Score -4371727 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -4373895.000000 Penalty: 5210.010254
	Iteration 6F: 3 clusters Score -4373895 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -4375807.000000 Penalty: 5210.010254
	Iteration 7F: 3 clusters Score -4375807 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -4377065.000000 Penalty: 5210.010254
	Iteration 8Q: 3 clusters Score -4377065 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -4377813.500000 Penalty: 5210.010254
	Iteration 9Q: 3 clusters Score -4377814 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -4378211.000000 Penalty: 5210.010254
	Iteration 10Q: 3 clusters Score -4378211 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -4378421.500000 Penalty: 5210.010254
	Iteration 11Q: 3 clusters Score -4378422 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4378541.500000 Penalty: 5210.010254
	Iteration 12Q: 3 clusters Score -4378542 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -4378612.000000 Penalty: 5210.010254
	Iteration 13Q: 3 clusters Score -4378612 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4378659.000000 Penalty: 5210.010254
	Iteration 14Q: 3 clusters Score -4378659 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4378688.500000 Penalty: 5210.010254
	Iteration 15Q: 3 clusters Score -4378688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -4378704.500000 Penalty: 5210.010254
	Iteration 16Q: 3 clusters Score -4378704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4378721.000000 Penalty: 5210.010254
	Iteration 17Q: 3 clusters Score -4378721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -4378730.500000 Penalty: 5210.010254
	Iteration 18Q: 3 clusters Score -4378730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4378748.500000 Penalty: 5210.010254
	Iteration 19Q: 3 clusters Score -4378748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4378762.500000 Penalty: 5210.010254
	Iteration 20F: 3 clusters Score -4378762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -4378776.000000 Penalty: 5210.010254
	Iteration 21Q: 3 clusters Score -4378776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -4378785.500000 Penalty: 5210.010254
	Iteration 22Q: 3 clusters Score -4378786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -4378785.500000 Penalty: 5210.010254
	Iteration 23Q: 3 clusters Score -4378786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4378794.500000 Penalty: 5210.010254
	Iteration 24Q: 3 clusters Score -4378794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -4378794.500000 Penalty: 5210.010254
	Iteration 25Q: 3 clusters Score -4378794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -4378799.500000 Penalty: 5210.010254
	Iteration 26Q: 3 clusters Score -4378800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -4378807.500000 Penalty: 5210.010254
	Iteration 27Q: 3 clusters Score -4378808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -4378806.000000 Penalty: 5210.010254
	Iteration 28Q: 3 clusters Score -4378806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -4378813.000000 Penalty: 5210.010254
	Iteration 29Q: 3 clusters Score -4378813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -4378816.500000 Penalty: 5210.010254
	Iteration 30Q: 3 clusters Score -4378816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4378835.000000 Penalty: 5210.010254
	Iteration 31Q: 3 clusters Score -4378835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4378841.500000 Penalty: 5210.010254
	Iteration 32Q: 3 clusters Score -4378842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -4378855.000000 Penalty: 5210.010254
	Iteration 33Q: 3 clusters Score -4378855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4378864.500000 Penalty: 5210.010254
	Iteration 34Q: 3 clusters Score -4378864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -4378870.000000 Penalty: 5210.010254
	Iteration 35Q: 3 clusters Score -4378870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -4378877.000000 Penalty: 5210.010254
	Iteration 36Q: 3 clusters Score -4378877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -4378876.000000 Penalty: 5210.010254
	Iteration 37Q: 3 clusters Score -4378876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -4378876.000000 Penalty: 5210.010254
	Iteration 38Q: 3 clusters Score -4378876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -4378874.500000 Penalty: 5210.010254
	Iteration 39Q: 3 clusters Score -4378874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4378870.000000 Penalty: 5210.010254
	Iteration 40F: 3 clusters Score -4378870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -4378871.500000 Penalty: 5210.010254
	Iteration 41Q: 3 clusters Score -4378872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -4378871.000000 Penalty: 5210.010254
	Iteration 42Q: 3 clusters Score -4378871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -4378871.000000 Penalty: 5210.010254
	Iteration 43F: 3 clusters Score -4378871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Entering Unmasked Estep 
Score: -1273448.250000 Penalty: 2305.854980
	Iteration 0F: 2 clusters Score -1273448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1265079.125000 Penalty: 4611.709961
	Iteration 0F: 3 clusters Score -1265079 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1267651.250000 Penalty: 4611.709961
	Iteration 1F: 3 clusters Score -1267651 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1268134.125000 Penalty: 4611.709961
	Iteration 2F: 3 clusters Score -1268134 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1268647.625000 Penalty: 4611.709961
	Iteration 3F: 3 clusters Score -1268648 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1269144.750000 Penalty: 4611.709961
	Iteration 4F: 3 clusters Score -1269145 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1269567.625000 Penalty: 4611.709961
	Iteration 5F: 3 clusters Score -1269568 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1269964.750000 Penalty: 4611.709961
	Iteration 6F: 3 clusters Score -1269965 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1270326.500000 Penalty: 4611.709961
	Iteration 7Q: 3 clusters Score -1270326 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1270674.250000 Penalty: 4611.709961
	Iteration 8Q: 3 clusters Score -1270674 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1270957.250000 Penalty: 4611.709961
	Iteration 9Q: 3 clusters Score -1270957 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1271163.750000 Penalty: 4611.709961
	Iteration 10Q: 3 clusters Score -1271164 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1271313.000000 Penalty: 4611.709961
	Iteration 11Q: 3 clusters Score -1271313 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1271418.375000 Penalty: 4611.709961
	Iteration 12Q: 3 clusters Score -1271418 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1271480.000000 Penalty: 4611.709961
	Iteration 13Q: 3 clusters Score -1271480 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1271527.250000 Penalty: 4611.709961
	Iteration 14Q: 3 clusters Score -1271527 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1271569.375000 Penalty: 4611.709961
	Iteration 15Q: 3 clusters Score -1271569 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1271604.625000 Penalty: 4611.709961
	Iteration 16Q: 3 clusters Score -1271605 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1271631.625000 Penalty: 4611.709961
	Iteration 17Q: 3 clusters Score -1271632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1271650.750000 Penalty: 4611.709961
	Iteration 18Q: 3 clusters Score -1271651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1271661.500000 Penalty: 4611.709961
	Iteration 19Q: 3 clusters Score -1271662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1271675.500000 Penalty: 4611.709961
	Iteration 20F: 3 clusters Score -1271676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1271684.875000 Penalty: 4611.709961
	Iteration 21Q: 3 clusters Score -1271685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1271696.250000 Penalty: 4611.709961
	Iteration 22Q: 3 clusters Score -1271696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1271699.750000 Penalty: 4611.709961
	Iteration 23Q: 3 clusters Score -1271700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1271713.875000 Penalty: 4611.709961
	Iteration 24Q: 3 clusters Score -1271714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1271722.875000 Penalty: 4611.709961
	Iteration 25Q: 3 clusters Score -1271723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1271730.875000 Penalty: 4611.709961
	Iteration 26Q: 3 clusters Score -1271731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1271731.125000 Penalty: 4611.709961
	Iteration 27Q: 3 clusters Score -1271731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1271739.750000 Penalty: 4611.709961
	Iteration 28Q: 3 clusters Score -1271740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1271754.750000 Penalty: 4611.709961
	Iteration 29Q: 3 clusters Score -1271755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1271766.500000 Penalty: 4611.709961
	Iteration 30Q: 3 clusters Score -1271766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1271773.625000 Penalty: 4611.709961
	Iteration 31Q: 3 clusters Score -1271774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1271783.500000 Penalty: 4611.709961
	Iteration 32Q: 3 clusters Score -1271784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1271797.000000 Penalty: 4611.709961
	Iteration 33Q: 3 clusters Score -1271797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1271798.500000 Penalty: 4611.709961
	Iteration 34Q: 3 clusters Score -1271798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1271806.000000 Penalty: 4611.709961
	Iteration 35Q: 3 clusters Score -1271806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1271809.750000 Penalty: 4611.709961
	Iteration 36Q: 3 clusters Score -1271810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1271811.000000 Penalty: 4611.709961
	Iteration 37Q: 3 clusters Score -1271811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1271816.375000 Penalty: 4611.709961
	Iteration 38Q: 3 clusters Score -1271816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1271815.375000 Penalty: 4611.709961
	Iteration 39Q: 3 clusters Score -1271815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1271813.750000 Penalty: 4611.709961
	Iteration 40F: 3 clusters Score -1271814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1271813.750000 Penalty: 4611.709961
	Iteration 41Q: 3 clusters Score -1271814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1271815.875000 Penalty: 4611.709961
	Iteration 42Q: 3 clusters Score -1271816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1271817.125000 Penalty: 4611.709961
	Iteration 43Q: 3 clusters Score -1271817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1271818.000000 Penalty: 4611.709961
	Iteration 44Q: 3 clusters Score -1271818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1271818.000000 Penalty: 4611.709961
	Iteration 45F: 3 clusters Score -1271818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (161850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161850 members 
Entering Unmasked Estep 
Score: -19260556.000000 Penalty: 2974.617432
	Iteration 0F: 2 clusters Score -1.926056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81150 members 
Mstep: Class 2 contains 80700 members 
Entering Unmasked Estep 
Score: -19153632.000000 Penalty: 5949.234863
	Iteration 0F: 3 clusters Score -1.915363e+07 nChanged 77439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -19198756.000000 Penalty: 5949.234863
	Iteration 1F: 3 clusters Score -1.919876e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83733 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -19199764.000000 Penalty: 5949.234863
	Iteration 2Q: 3 clusters Score -1.919976e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85286 members 
Mstep: Class 2 contains 76564 members 
Entering Unmasked Estep 
Score: -19201054.000000 Penalty: 5949.234863
	Iteration 3Q: 3 clusters Score -1.920105e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87510 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -19202910.000000 Penalty: 5949.234863
	Iteration 4Q: 3 clusters Score -1.920291e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90755 members 
Mstep: Class 2 contains 71095 members 
Entering Unmasked Estep 
Score: -19205734.000000 Penalty: 5949.234863
	Iteration 5Q: 3 clusters Score -1.920573e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -19209700.000000 Penalty: 5949.234863
	Iteration 6Q: 3 clusters Score -1.92097e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -19215012.000000 Penalty: 5949.234863
	Iteration 7F: 3 clusters Score -1.921501e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107186 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -19221256.000000 Penalty: 5949.234863
	Iteration 8F: 3 clusters Score -1.922126e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113968 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -19227552.000000 Penalty: 5949.234863
	Iteration 9F: 3 clusters Score -1.922755e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120573 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -19233582.000000 Penalty: 5949.234863
	Iteration 10F: 3 clusters Score -1.923358e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126560 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -19238428.000000 Penalty: 5949.234863
	Iteration 11Q: 3 clusters Score -1.923843e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131749 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -19242106.000000 Penalty: 5949.234863
	Iteration 12Q: 3 clusters Score -1.924211e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136595 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -19245306.000000 Penalty: 5949.234863
	Iteration 13Q: 3 clusters Score -1.924531e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141021 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -19247864.000000 Penalty: 5949.234863
	Iteration 14Q: 3 clusters Score -1.924786e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145042 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -19250118.000000 Penalty: 5949.234863
	Iteration 15Q: 3 clusters Score -1.925012e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148647 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -19252156.000000 Penalty: 5949.234863
	Iteration 16Q: 3 clusters Score -1.925216e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151795 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -19253738.000000 Penalty: 5949.234863
	Iteration 17Q: 3 clusters Score -1.925374e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154323 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -19254944.000000 Penalty: 5949.234863
	Iteration 18Q: 3 clusters Score -1.925494e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156304 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -19255964.000000 Penalty: 5949.234863
	Iteration 19Q: 3 clusters Score -1.925596e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157752 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -19256690.000000 Penalty: 5949.234863
	Iteration 20F: 3 clusters Score -1.925669e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158745 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -19257052.000000 Penalty: 5949.234863
	Iteration 21Q: 3 clusters Score -1.925705e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159413 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -19257356.000000 Penalty: 5949.234863
	Iteration 22Q: 3 clusters Score -1.925736e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159868 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -19257584.000000 Penalty: 5949.234863
	Iteration 23Q: 3 clusters Score -1.925758e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160161 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -19257744.000000 Penalty: 5949.234863
	Iteration 24Q: 3 clusters Score -1.925774e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160364 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -19257840.000000 Penalty: 5949.234863
	Iteration 25Q: 3 clusters Score -1.925784e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160500 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -19257872.000000 Penalty: 5949.234863
	Iteration 26Q: 3 clusters Score -1.925787e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160604 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19257938.000000 Penalty: 5949.234863
	Iteration 27Q: 3 clusters Score -1.925794e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160686 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19257966.000000 Penalty: 5949.234863
	Iteration 28Q: 3 clusters Score -1.925797e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160742 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -19258010.000000 Penalty: 5949.234863
	Iteration 29Q: 3 clusters Score -1.925801e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160791 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -19258012.000000 Penalty: 5949.234863
	Iteration 30Q: 3 clusters Score -1.925801e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160818 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -19258052.000000 Penalty: 5949.234863
	Iteration 31Q: 3 clusters Score -1.925805e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160851 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19258042.000000 Penalty: 5949.234863
	Iteration 32Q: 3 clusters Score -1.925804e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160879 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -19258058.000000 Penalty: 5949.234863
	Iteration 33Q: 3 clusters Score -1.925806e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160906 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -19258102.000000 Penalty: 5949.234863
	Iteration 34Q: 3 clusters Score -1.92581e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160927 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -19258124.000000 Penalty: 5949.234863
	Iteration 35Q: 3 clusters Score -1.925812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160939 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -19258130.000000 Penalty: 5949.234863
	Iteration 36Q: 3 clusters Score -1.925813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160952 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -19258136.000000 Penalty: 5949.234863
	Iteration 37Q: 3 clusters Score -1.925814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160961 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19258140.000000 Penalty: 5949.234863
	Iteration 38Q: 3 clusters Score -1.925814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160971 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19258142.000000 Penalty: 5949.234863
	Iteration 39Q: 3 clusters Score -1.925814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160980 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -19258156.000000 Penalty: 5949.234863
	Iteration 40F: 3 clusters Score -1.925816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -19258158.000000 Penalty: 5949.234863
	Iteration 41Q: 3 clusters Score -1.925816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160996 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -19258152.000000 Penalty: 5949.234863
	Iteration 42Q: 3 clusters Score -1.925815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160997 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -19258154.000000 Penalty: 5949.234863
	Iteration 43Q: 3 clusters Score -1.925815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160997 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -19258154.000000 Penalty: 5949.234863
	Iteration 44F: 3 clusters Score -1.925815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Entering Unmasked Estep 
Score: -494005.468750 Penalty: 2071.140869
	Iteration 0F: 2 clusters Score -494005.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -489915.906250 Penalty: 4142.281738
	Iteration 0F: 3 clusters Score -489915.9 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -490841.156250 Penalty: 4142.281738
	Iteration 1F: 3 clusters Score -490841.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -491034.875000 Penalty: 4142.281738
	Iteration 2F: 3 clusters Score -491034.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -491160.281250 Penalty: 4142.281738
	Iteration 3F: 3 clusters Score -491160.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -491242.937500 Penalty: 4142.281738
	Iteration 4Q: 3 clusters Score -491242.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -491299.781250 Penalty: 4142.281738
	Iteration 5Q: 3 clusters Score -491299.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -491341.375000 Penalty: 4142.281738
	Iteration 6Q: 3 clusters Score -491341.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -491369.718750 Penalty: 4142.281738
	Iteration 7Q: 3 clusters Score -491369.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -491395.156250 Penalty: 4142.281738
	Iteration 8Q: 3 clusters Score -491395.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -491419.656250 Penalty: 4142.281738
	Iteration 9Q: 3 clusters Score -491419.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -491436.687500 Penalty: 4142.281738
	Iteration 10Q: 3 clusters Score -491436.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -491450.718750 Penalty: 4142.281738
	Iteration 11Q: 3 clusters Score -491450.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -491463.812500 Penalty: 4142.281738
	Iteration 12Q: 3 clusters Score -491463.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -491476.750000 Penalty: 4142.281738
	Iteration 13Q: 3 clusters Score -491476.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -491489.000000 Penalty: 4142.281738
	Iteration 14Q: 3 clusters Score -491489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -491503.281250 Penalty: 4142.281738
	Iteration 15Q: 3 clusters Score -491503.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -491523.343750 Penalty: 4142.281738
	Iteration 16Q: 3 clusters Score -491523.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -491542.843750 Penalty: 4142.281738
	Iteration 17Q: 3 clusters Score -491542.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -491569.437500 Penalty: 4142.281738
	Iteration 18Q: 3 clusters Score -491569.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -491597.562500 Penalty: 4142.281738
	Iteration 19Q: 3 clusters Score -491597.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -491621.718750 Penalty: 4142.281738
	Iteration 20F: 3 clusters Score -491621.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -491643.312500 Penalty: 4142.281738
	Iteration 21Q: 3 clusters Score -491643.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -491668.718750 Penalty: 4142.281738
	Iteration 22Q: 3 clusters Score -491668.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -491694.968750 Penalty: 4142.281738
	Iteration 23Q: 3 clusters Score -491695 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -491720.031250 Penalty: 4142.281738
	Iteration 24Q: 3 clusters Score -491720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -491752.000000 Penalty: 4142.281738
	Iteration 25Q: 3 clusters Score -491752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -491779.843750 Penalty: 4142.281738
	Iteration 26Q: 3 clusters Score -491779.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -491809.687500 Penalty: 4142.281738
	Iteration 27Q: 3 clusters Score -491809.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -491844.125000 Penalty: 4142.281738
	Iteration 28Q: 3 clusters Score -491844.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -491882.343750 Penalty: 4142.281738
	Iteration 29Q: 3 clusters Score -491882.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -491911.875000 Penalty: 4142.281738
	Iteration 30Q: 3 clusters Score -491911.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -491937.687500 Penalty: 4142.281738
	Iteration 31Q: 3 clusters Score -491937.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -491977.625000 Penalty: 4142.281738
	Iteration 32Q: 3 clusters Score -491977.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -492018.781250 Penalty: 4142.281738
	Iteration 33Q: 3 clusters Score -492018.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -492054.562500 Penalty: 4142.281738
	Iteration 34Q: 3 clusters Score -492054.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -492090.062500 Penalty: 4142.281738
	Iteration 35Q: 3 clusters Score -492090.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -492119.031250 Penalty: 4142.281738
	Iteration 36Q: 3 clusters Score -492119 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -492147.718750 Penalty: 4142.281738
	Iteration 37Q: 3 clusters Score -492147.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -492165.687500 Penalty: 4142.281738
	Iteration 38Q: 3 clusters Score -492165.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -492186.343750 Penalty: 4142.281738
	Iteration 39Q: 3 clusters Score -492186.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -492205.718750 Penalty: 4142.281738
	Iteration 40F: 3 clusters Score -492205.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -492220.187500 Penalty: 4142.281738
	Iteration 41Q: 3 clusters Score -492220.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -492244.812500 Penalty: 4142.281738
	Iteration 42Q: 3 clusters Score -492244.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -492262.468750 Penalty: 4142.281738
	Iteration 43Q: 3 clusters Score -492262.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -492273.906250 Penalty: 4142.281738
	Iteration 44Q: 3 clusters Score -492273.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -492284.625000 Penalty: 4142.281738
	Iteration 45Q: 3 clusters Score -492284.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -492293.593750 Penalty: 4142.281738
	Iteration 46Q: 3 clusters Score -492293.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -492301.375000 Penalty: 4142.281738
	Iteration 47Q: 3 clusters Score -492301.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -492306.375000 Penalty: 4142.281738
	Iteration 48Q: 3 clusters Score -492306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -492310.375000 Penalty: 4142.281738
	Iteration 49Q: 3 clusters Score -492310.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -492314.562500 Penalty: 4142.281738
	Iteration 50Q: 3 clusters Score -492314.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -492316.562500 Penalty: 4142.281738
	Iteration 51Q: 3 clusters Score -492316.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -492321.593750 Penalty: 4142.281738
	Iteration 52Q: 3 clusters Score -492321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -492323.625000 Penalty: 4142.281738
	Iteration 53Q: 3 clusters Score -492323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -492326.218750 Penalty: 4142.281738
	Iteration 54Q: 3 clusters Score -492326.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -492330.468750 Penalty: 4142.281738
	Iteration 55Q: 3 clusters Score -492330.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -492333.531250 Penalty: 4142.281738
	Iteration 56Q: 3 clusters Score -492333.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -492336.718750 Penalty: 4142.281738
	Iteration 57Q: 3 clusters Score -492336.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -492339.218750 Penalty: 4142.281738
	Iteration 58Q: 3 clusters Score -492339.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -492339.218750 Penalty: 4142.281738
	Iteration 59F: 3 clusters Score -492339.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -77899.320312 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -77899.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76243.609375 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -76243.61 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76644.906250 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -76644.91 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76819.304688 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -76819.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -76891.695312 Penalty: 3333.827148
	Iteration 3Q: 3 clusters Score -76891.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -76937.453125 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -76937.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -76967.867188 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -76967.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -77001.296875 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -77001.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -77020.414062 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -77020.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -77025.367188 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -77025.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -77030.343750 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -77030.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -77031.789062 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -77031.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77032.554688 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -77032.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77032.554688 Penalty: 3333.827148
	Iteration 12F: 3 clusters Score -77032.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Entering Unmasked Estep 
Score: -378875.125000 Penalty: 2005.429810
	Iteration 0F: 2 clusters Score -378875.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -375417.531250 Penalty: 4010.859619
	Iteration 0F: 3 clusters Score -375417.5 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -376126.062500 Penalty: 4010.859619
	Iteration 1F: 3 clusters Score -376126.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -376294.437500 Penalty: 4010.859619
	Iteration 2F: 3 clusters Score -376294.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -376386.031250 Penalty: 4010.859619
	Iteration 3Q: 3 clusters Score -376386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -376457.031250 Penalty: 4010.859619
	Iteration 4Q: 3 clusters Score -376457 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -376509.937500 Penalty: 4010.859619
	Iteration 5Q: 3 clusters Score -376509.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -376557.937500 Penalty: 4010.859619
	Iteration 6Q: 3 clusters Score -376557.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -376597.656250 Penalty: 4010.859619
	Iteration 7Q: 3 clusters Score -376597.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -376621.875000 Penalty: 4010.859619
	Iteration 8Q: 3 clusters Score -376621.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -376636.562500 Penalty: 4010.859619
	Iteration 9Q: 3 clusters Score -376636.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -376646.968750 Penalty: 4010.859619
	Iteration 10Q: 3 clusters Score -376647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -376658.812500 Penalty: 4010.859619
	Iteration 11Q: 3 clusters Score -376658.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -376667.156250 Penalty: 4010.859619
	Iteration 12Q: 3 clusters Score -376667.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -376673.937500 Penalty: 4010.859619
	Iteration 13Q: 3 clusters Score -376673.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -376677.500000 Penalty: 4010.859619
	Iteration 14Q: 3 clusters Score -376677.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -376681.718750 Penalty: 4010.859619
	Iteration 15Q: 3 clusters Score -376681.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -376685.156250 Penalty: 4010.859619
	Iteration 16Q: 3 clusters Score -376685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -376688.031250 Penalty: 4010.859619
	Iteration 17Q: 3 clusters Score -376688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -376690.562500 Penalty: 4010.859619
	Iteration 18Q: 3 clusters Score -376690.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -376692.468750 Penalty: 4010.859619
	Iteration 19Q: 3 clusters Score -376692.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -376693.281250 Penalty: 4010.859619
	Iteration 20F: 3 clusters Score -376693.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -376696.531250 Penalty: 4010.859619
	Iteration 21Q: 3 clusters Score -376696.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -376698.437500 Penalty: 4010.859619
	Iteration 22Q: 3 clusters Score -376698.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -376700.468750 Penalty: 4010.859619
	Iteration 23Q: 3 clusters Score -376700.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -376702.562500 Penalty: 4010.859619
	Iteration 24Q: 3 clusters Score -376702.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -376708.687500 Penalty: 4010.859619
	Iteration 25Q: 3 clusters Score -376708.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -376712.531250 Penalty: 4010.859619
	Iteration 26Q: 3 clusters Score -376712.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -376714.937500 Penalty: 4010.859619
	Iteration 27Q: 3 clusters Score -376714.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -376718.406250 Penalty: 4010.859619
	Iteration 28Q: 3 clusters Score -376718.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -376722.500000 Penalty: 4010.859619
	Iteration 29Q: 3 clusters Score -376722.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -376723.468750 Penalty: 4010.859619
	Iteration 30Q: 3 clusters Score -376723.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -376726.437500 Penalty: 4010.859619
	Iteration 31Q: 3 clusters Score -376726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -376728.750000 Penalty: 4010.859619
	Iteration 32Q: 3 clusters Score -376728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -376729.187500 Penalty: 4010.859619
	Iteration 33Q: 3 clusters Score -376729.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -376729.187500 Penalty: 4010.859619
	Iteration 34F: 3 clusters Score -376729.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Entering Unmasked Estep 
Score: -2242996.000000 Penalty: 2441.378418
	Iteration 0F: 2 clusters Score -2242996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2229569.500000 Penalty: 4882.756836
	Iteration 0F: 3 clusters Score -2229570 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2233997.500000 Penalty: 4882.756836
	Iteration 1F: 3 clusters Score -2233998 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2234472.750000 Penalty: 4882.756836
	Iteration 2F: 3 clusters Score -2234473 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2234910.250000 Penalty: 4882.756836
	Iteration 3F: 3 clusters Score -2234910 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2235341.000000 Penalty: 4882.756836
	Iteration 4Q: 3 clusters Score -2235341 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2235784.250000 Penalty: 4882.756836
	Iteration 5Q: 3 clusters Score -2235784 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2236331.250000 Penalty: 4882.756836
	Iteration 6Q: 3 clusters Score -2236331 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2236860.250000 Penalty: 4882.756836
	Iteration 7Q: 3 clusters Score -2236860 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2237424.000000 Penalty: 4882.756836
	Iteration 8Q: 3 clusters Score -2237424 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2237972.250000 Penalty: 4882.756836
	Iteration 9Q: 3 clusters Score -2237972 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2238484.250000 Penalty: 4882.756836
	Iteration 10Q: 3 clusters Score -2238484 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2238898.500000 Penalty: 4882.756836
	Iteration 11Q: 3 clusters Score -2238898 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2239225.500000 Penalty: 4882.756836
	Iteration 12Q: 3 clusters Score -2239226 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2239462.500000 Penalty: 4882.756836
	Iteration 13Q: 3 clusters Score -2239462 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2239622.750000 Penalty: 4882.756836
	Iteration 14Q: 3 clusters Score -2239623 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2239730.250000 Penalty: 4882.756836
	Iteration 15Q: 3 clusters Score -2239730 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2239799.750000 Penalty: 4882.756836
	Iteration 16Q: 3 clusters Score -2239800 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2239834.750000 Penalty: 4882.756836
	Iteration 17Q: 3 clusters Score -2239835 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2239859.250000 Penalty: 4882.756836
	Iteration 18Q: 3 clusters Score -2239859 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2239883.250000 Penalty: 4882.756836
	Iteration 19Q: 3 clusters Score -2239883 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2239897.500000 Penalty: 4882.756836
	Iteration 20F: 3 clusters Score -2239898 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2239910.750000 Penalty: 4882.756836
	Iteration 21Q: 3 clusters Score -2239911 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2239916.500000 Penalty: 4882.756836
	Iteration 22Q: 3 clusters Score -2239916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2239925.500000 Penalty: 4882.756836
	Iteration 23Q: 3 clusters Score -2239926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2239929.250000 Penalty: 4882.756836
	Iteration 24Q: 3 clusters Score -2239929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2239933.750000 Penalty: 4882.756836
	Iteration 25Q: 3 clusters Score -2239934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2239940.000000 Penalty: 4882.756836
	Iteration 26Q: 3 clusters Score -2239940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2239944.000000 Penalty: 4882.756836
	Iteration 27Q: 3 clusters Score -2239944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2239943.500000 Penalty: 4882.756836
	Iteration 28Q: 3 clusters Score -2239944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2239945.000000 Penalty: 4882.756836
	Iteration 29Q: 3 clusters Score -2239945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2239955.000000 Penalty: 4882.756836
	Iteration 30Q: 3 clusters Score -2239955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2239952.750000 Penalty: 4882.756836
	Iteration 31Q: 3 clusters Score -2239953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2239951.500000 Penalty: 4882.756836
	Iteration 32Q: 3 clusters Score -2239952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2239952.000000 Penalty: 4882.756836
	Iteration 33Q: 3 clusters Score -2239952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2239949.750000 Penalty: 4882.756836
	Iteration 34Q: 3 clusters Score -2239950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2239959.750000 Penalty: 4882.756836
	Iteration 35Q: 3 clusters Score -2239960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2239956.250000 Penalty: 4882.756836
	Iteration 36Q: 3 clusters Score -2239956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2239958.500000 Penalty: 4882.756836
	Iteration 37Q: 3 clusters Score -2239958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2239959.000000 Penalty: 4882.756836
	Iteration 38Q: 3 clusters Score -2239959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2239960.000000 Penalty: 4882.756836
	Iteration 39Q: 3 clusters Score -2239960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2239956.750000 Penalty: 4882.756836
	Iteration 40F: 3 clusters Score -2239957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2239958.000000 Penalty: 4882.756836
	Iteration 41Q: 3 clusters Score -2239958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2239955.750000 Penalty: 4882.756836
	Iteration 42Q: 3 clusters Score -2239956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2239959.000000 Penalty: 4882.756836
	Iteration 43Q: 3 clusters Score -2239959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2239956.250000 Penalty: 4882.756836
	Iteration 44Q: 3 clusters Score -2239956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2239955.500000 Penalty: 4882.756836
	Iteration 45Q: 3 clusters Score -2239956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2239959.750000 Penalty: 4882.756836
	Iteration 46Q: 3 clusters Score -2239960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2239958.500000 Penalty: 4882.756836
	Iteration 47Q: 3 clusters Score -2239958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2239961.000000 Penalty: 4882.756836
	Iteration 48Q: 3 clusters Score -2239961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2239962.250000 Penalty: 4882.756836
	Iteration 49Q: 3 clusters Score -2239962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2239967.000000 Penalty: 4882.756836
	Iteration 50Q: 3 clusters Score -2239967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2239967.750000 Penalty: 4882.756836
	Iteration 51Q: 3 clusters Score -2239968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2239967.500000 Penalty: 4882.756836
	Iteration 52Q: 3 clusters Score -2239968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2239970.000000 Penalty: 4882.756836
	Iteration 53Q: 3 clusters Score -2239970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2239969.000000 Penalty: 4882.756836
	Iteration 54Q: 3 clusters Score -2239969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2239969.500000 Penalty: 4882.756836
	Iteration 55Q: 3 clusters Score -2239970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2239974.000000 Penalty: 4882.756836
	Iteration 56Q: 3 clusters Score -2239974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2239972.750000 Penalty: 4882.756836
	Iteration 57Q: 3 clusters Score -2239973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2239972.500000 Penalty: 4882.756836
	Iteration 58Q: 3 clusters Score -2239972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2239972.500000 Penalty: 4882.756836
	Iteration 59F: 3 clusters Score -2239972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 182112 members 
Mstep: Class 3 contains 49677 members 
Mstep: Class 4 contains 13569 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 9809 members 
Mstep: Class 7 contains 31205 members 
Mstep: Class 8 contains 4938 members 
Mstep: Class 9 contains 24456 members 
Mstep: Class 10 contains 14890 members 
Mstep: Class 11 contains 9070 members 
Mstep: Class 12 contains 63438 members 
Mstep: Class 13 contains 95987 members 
Mstep: Class 14 contains 216759 members 
Mstep: Class 15 contains 10034 members 
Mstep: Class 16 contains 70970 members 
Mstep: Class 17 contains 19080 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11210 members 
Mstep: Class 20 contains 36463 members 
Mstep: Class 21 contains 10914 members 
Mstep: Class 22 contains 161850 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3250 members 
Mstep: Class 26 contains 18850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156027760.000000 Penalty: 97997.882812
Iteration 119Q: 29 clusters Score -1.560278e+08 nChanged 14376
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 182855 members 
Mstep: Class 3 contains 49674 members 
Mstep: Class 4 contains 13572 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 9853 members 
Mstep: Class 7 contains 31207 members 
Mstep: Class 8 contains 4973 members 
Mstep: Class 9 contains 25642 members 
Mstep: Class 10 contains 14780 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 63451 members 
Mstep: Class 13 contains 96046 members 
Mstep: Class 14 contains 217832 members 
Mstep: Class 15 contains 10033 members 
Mstep: Class 16 contains 70873 members 
Mstep: Class 17 contains 20442 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11353 members 
Mstep: Class 20 contains 36699 members 
Mstep: Class 21 contains 10991 members 
Mstep: Class 22 contains 162999 members 
Mstep: Class 23 contains 4237 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3268 members 
Mstep: Class 26 contains 18950 members 
Mstep: Class 27 contains 32121 members 
Mstep: Class 28 contains 226827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156033344.000000 Penalty: 97997.882812
Iteration 120F: 29 clusters Score -1.560333e+08 nChanged 12802
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 182224 members 
Mstep: Class 3 contains 49557 members 
Mstep: Class 4 contains 13507 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 9831 members 
Mstep: Class 7 contains 31163 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 26614 members 
Mstep: Class 10 contains 14609 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 63185 members 
Mstep: Class 13 contains 96015 members 
Mstep: Class 14 contains 216927 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 70602 members 
Mstep: Class 17 contains 21357 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 36762 members 
Mstep: Class 21 contains 11014 members 
Mstep: Class 22 contains 162370 members 
Mstep: Class 23 contains 4238 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3268 members 
Mstep: Class 26 contains 18796 members 
Mstep: Class 27 contains 32674 members 
Mstep: Class 28 contains 227613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036048.000000 Penalty: 97997.882812
Iteration 121Q: 29 clusters Score -1.56036e+08 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 181717 members 
Mstep: Class 3 contains 49517 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 4025 members 
Mstep: Class 6 contains 9820 members 
Mstep: Class 7 contains 31114 members 
Mstep: Class 8 contains 4911 members 
Mstep: Class 9 contains 27586 members 
Mstep: Class 10 contains 14454 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 62938 members 
Mstep: Class 13 contains 96013 members 
Mstep: Class 14 contains 215992 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 16 contains 70405 members 
Mstep: Class 17 contains 22138 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11398 members 
Mstep: Class 20 contains 36818 members 
Mstep: Class 21 contains 11049 members 
Mstep: Class 22 contains 161827 members 
Mstep: Class 23 contains 4238 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3261 members 
Mstep: Class 26 contains 18685 members 
Mstep: Class 27 contains 33179 members 
Mstep: Class 28 contains 228091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037456.000000 Penalty: 97997.882812
Iteration 122Q: 29 clusters Score -1.560375e+08 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 181287 members 
Mstep: Class 3 contains 49485 members 
Mstep: Class 4 contains 13451 members 
Mstep: Class 5 contains 4049 members 
Mstep: Class 6 contains 9816 members 
Mstep: Class 7 contains 31049 members 
Mstep: Class 8 contains 4913 members 
Mstep: Class 9 contains 28548 members 
Mstep: Class 10 contains 14353 members 
Mstep: Class 11 contains 9096 members 
Mstep: Class 12 contains 62723 members 
Mstep: Class 13 contains 95988 members 
Mstep: Class 14 contains 215098 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 16 contains 70248 members 
Mstep: Class 17 contains 22806 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11393 members 
Mstep: Class 20 contains 36890 members 
Mstep: Class 21 contains 11076 members 
Mstep: Class 22 contains 161341 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3248 members 
Mstep: Class 26 contains 18568 members 
Mstep: Class 27 contains 33645 members 
Mstep: Class 28 contains 228432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038368.000000 Penalty: 97997.882812
Iteration 123Q: 29 clusters Score -1.560384e+08 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 180935 members 
Mstep: Class 3 contains 49469 members 
Mstep: Class 4 contains 13429 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 9813 members 
Mstep: Class 7 contains 30952 members 
Mstep: Class 8 contains 4919 members 
Mstep: Class 9 contains 29409 members 
Mstep: Class 10 contains 14270 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 62596 members 
Mstep: Class 13 contains 95979 members 
Mstep: Class 14 contains 214243 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 70132 members 
Mstep: Class 17 contains 23387 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11388 members 
Mstep: Class 20 contains 36924 members 
Mstep: Class 21 contains 11103 members 
Mstep: Class 22 contains 160947 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3244 members 
Mstep: Class 26 contains 18480 members 
Mstep: Class 27 contains 34043 members 
Mstep: Class 28 contains 228693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156039408.000000 Penalty: 97997.882812
Iteration 124Q: 29 clusters Score -1.560394e+08 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 180651 members 
Mstep: Class 3 contains 49472 members 
Mstep: Class 4 contains 13422 members 
Mstep: Class 5 contains 4073 members 
Mstep: Class 6 contains 9809 members 
Mstep: Class 7 contains 30843 members 
Mstep: Class 8 contains 4922 members 
Mstep: Class 9 contains 30154 members 
Mstep: Class 10 contains 14168 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 62488 members 
Mstep: Class 13 contains 95958 members 
Mstep: Class 14 contains 213466 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 70047 members 
Mstep: Class 17 contains 23861 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11387 members 
Mstep: Class 20 contains 36972 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 160612 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3246 members 
Mstep: Class 26 contains 18413 members 
Mstep: Class 27 contains 34421 members 
Mstep: Class 28 contains 228902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156039664.000000 Penalty: 97997.882812
Iteration 125Q: 29 clusters Score -1.560397e+08 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 180377 members 
Mstep: Class 3 contains 49503 members 
Mstep: Class 4 contains 13410 members 
Mstep: Class 5 contains 4084 members 
Mstep: Class 6 contains 9816 members 
Mstep: Class 7 contains 30740 members 
Mstep: Class 8 contains 4927 members 
Mstep: Class 9 contains 30852 members 
Mstep: Class 10 contains 14087 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62405 members 
Mstep: Class 13 contains 95950 members 
Mstep: Class 14 contains 212714 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 69989 members 
Mstep: Class 17 contains 24293 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11389 members 
Mstep: Class 20 contains 37024 members 
Mstep: Class 21 contains 11154 members 
Mstep: Class 22 contains 160344 members 
Mstep: Class 23 contains 4239 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 18346 members 
Mstep: Class 27 contains 34731 members 
Mstep: Class 28 contains 229044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156040480.000000 Penalty: 97997.882812
Iteration 126Q: 29 clusters Score -1.560405e+08 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 180151 members 
Mstep: Class 3 contains 49515 members 
Mstep: Class 4 contains 13395 members 
Mstep: Class 5 contains 4101 members 
Mstep: Class 6 contains 9811 members 
Mstep: Class 7 contains 30645 members 
Mstep: Class 8 contains 4932 members 
Mstep: Class 9 contains 31506 members 
Mstep: Class 10 contains 14022 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 62332 members 
Mstep: Class 13 contains 95936 members 
Mstep: Class 14 contains 211996 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 69946 members 
Mstep: Class 17 contains 24705 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 11389 members 
Mstep: Class 20 contains 37096 members 
Mstep: Class 21 contains 11172 members 
Mstep: Class 22 contains 160134 members 
Mstep: Class 23 contains 4238 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3237 members 
Mstep: Class 26 contains 18295 members 
Mstep: Class 27 contains 34990 members 
Mstep: Class 28 contains 229111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156040656.000000 Penalty: 97997.882812
Iteration 127Q: 29 clusters Score -1.560407e+08 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 179952 members 
Mstep: Class 3 contains 49521 members 
Mstep: Class 4 contains 13387 members 
Mstep: Class 5 contains 4116 members 
Mstep: Class 6 contains 9788 members 
Mstep: Class 7 contains 30562 members 
Mstep: Class 8 contains 4940 members 
Mstep: Class 9 contains 32063 members 
Mstep: Class 10 contains 13969 members 
Mstep: Class 11 contains 9084 members 
Mstep: Class 12 contains 62293 members 
Mstep: Class 13 contains 95926 members 
Mstep: Class 14 contains 211369 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 69892 members 
Mstep: Class 17 contains 25082 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 37186 members 
Mstep: Class 21 contains 11195 members 
Mstep: Class 22 contains 159905 members 
Mstep: Class 23 contains 4239 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3235 members 
Mstep: Class 26 contains 18270 members 
Mstep: Class 27 contains 35223 members 
Mstep: Class 28 contains 229155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156041296.000000 Penalty: 97997.882812
Iteration 128Q: 29 clusters Score -1.560413e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 179810 members 
Mstep: Class 3 contains 49531 members 
Mstep: Class 4 contains 13380 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 9776 members 
Mstep: Class 7 contains 30481 members 
Mstep: Class 8 contains 4957 members 
Mstep: Class 9 contains 32532 members 
Mstep: Class 10 contains 13921 members 
Mstep: Class 11 contains 9083 members 
Mstep: Class 12 contains 62269 members 
Mstep: Class 13 contains 95906 members 
Mstep: Class 14 contains 210842 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 69841 members 
Mstep: Class 17 contains 25437 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11382 members 
Mstep: Class 20 contains 37266 members 
Mstep: Class 21 contains 11216 members 
Mstep: Class 22 contains 159688 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3233 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 35424 members 
Mstep: Class 28 contains 229146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156041360.000000 Penalty: 97997.882812
Iteration 129Q: 29 clusters Score -1.560414e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 179717 members 
Mstep: Class 3 contains 49541 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 9770 members 
Mstep: Class 7 contains 30381 members 
Mstep: Class 8 contains 4963 members 
Mstep: Class 9 contains 32967 members 
Mstep: Class 10 contains 13885 members 
Mstep: Class 11 contains 9080 members 
Mstep: Class 12 contains 62259 members 
Mstep: Class 13 contains 95901 members 
Mstep: Class 14 contains 210331 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 69786 members 
Mstep: Class 17 contains 25765 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 11382 members 
Mstep: Class 20 contains 37349 members 
Mstep: Class 21 contains 11245 members 
Mstep: Class 22 contains 159495 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3231 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 35594 members 
Mstep: Class 28 contains 229087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156041760.000000 Penalty: 97997.882812
Iteration 130Q: 29 clusters Score -1.560418e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 179632 members 
Mstep: Class 3 contains 49545 members 
Mstep: Class 4 contains 13377 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 9765 members 
Mstep: Class 7 contains 30304 members 
Mstep: Class 8 contains 4972 members 
Mstep: Class 9 contains 33408 members 
Mstep: Class 10 contains 13863 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 62267 members 
Mstep: Class 13 contains 95894 members 
Mstep: Class 14 contains 209801 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 69736 members 
Mstep: Class 17 contains 26089 members 
Mstep: Class 18 contains 5194 members 
Mstep: Class 19 contains 11381 members 
Mstep: Class 20 contains 37424 members 
Mstep: Class 21 contains 11266 members 
Mstep: Class 22 contains 159352 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3227 members 
Mstep: Class 26 contains 18228 members 
Mstep: Class 27 contains 35728 members 
Mstep: Class 28 contains 228998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156042032.000000 Penalty: 97997.882812
Iteration 131Q: 29 clusters Score -1.56042e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 179580 members 
Mstep: Class 3 contains 49550 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 9762 members 
Mstep: Class 7 contains 30229 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 33817 members 
Mstep: Class 10 contains 13835 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 62264 members 
Mstep: Class 13 contains 95888 members 
Mstep: Class 14 contains 209326 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 69687 members 
Mstep: Class 17 contains 26395 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 11382 members 
Mstep: Class 20 contains 37481 members 
Mstep: Class 21 contains 11291 members 
Mstep: Class 22 contains 159211 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3228 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 35841 members 
Mstep: Class 28 contains 228911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156041984.000000 Penalty: 97997.882812
Iteration 132Q: 29 clusters Score -1.56042e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 179511 members 
Mstep: Class 3 contains 49550 members 
Mstep: Class 4 contains 13385 members 
Mstep: Class 5 contains 4165 members 
Mstep: Class 6 contains 9764 members 
Mstep: Class 7 contains 30157 members 
Mstep: Class 8 contains 4992 members 
Mstep: Class 9 contains 34183 members 
Mstep: Class 10 contains 13797 members 
Mstep: Class 11 contains 9082 members 
Mstep: Class 12 contains 62234 members 
Mstep: Class 13 contains 95891 members 
Mstep: Class 14 contains 208943 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 69628 members 
Mstep: Class 17 contains 26732 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 11387 members 
Mstep: Class 20 contains 37522 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 159095 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3224 members 
Mstep: Class 26 contains 18179 members 
Mstep: Class 27 contains 35952 members 
Mstep: Class 28 contains 228788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156042192.000000 Penalty: 97997.882812
Iteration 133Q: 29 clusters Score -1.560422e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 179471 members 
Mstep: Class 3 contains 49544 members 
Mstep: Class 4 contains 13389 members 
Mstep: Class 5 contains 4168 members 
Mstep: Class 6 contains 9762 members 
Mstep: Class 7 contains 30092 members 
Mstep: Class 8 contains 4995 members 
Mstep: Class 9 contains 34499 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 62201 members 
Mstep: Class 13 contains 95883 members 
Mstep: Class 14 contains 208623 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 69582 members 
Mstep: Class 17 contains 27063 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 11388 members 
Mstep: Class 20 contains 37543 members 
Mstep: Class 21 contains 11347 members 
Mstep: Class 22 contains 159017 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3216 members 
Mstep: Class 26 contains 18161 members 
Mstep: Class 27 contains 36052 members 
Mstep: Class 28 contains 228644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156042800.000000 Penalty: 97997.882812
Iteration 134Q: 29 clusters Score -1.560428e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 179389 members 
Mstep: Class 3 contains 49549 members 
Mstep: Class 4 contains 13394 members 
Mstep: Class 5 contains 4171 members 
Mstep: Class 6 contains 9752 members 
Mstep: Class 7 contains 30049 members 
Mstep: Class 8 contains 4998 members 
Mstep: Class 9 contains 34814 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 62189 members 
Mstep: Class 13 contains 95876 members 
Mstep: Class 14 contains 208317 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 69561 members 
Mstep: Class 17 contains 27372 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 11388 members 
Mstep: Class 20 contains 37575 members 
Mstep: Class 21 contains 11373 members 
Mstep: Class 22 contains 158941 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3209 members 
Mstep: Class 26 contains 18152 members 
Mstep: Class 27 contains 36135 members 
Mstep: Class 28 contains 228462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156043104.000000 Penalty: 97997.882812
Iteration 135Q: 29 clusters Score -1.560431e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 179300 members 
Mstep: Class 3 contains 49560 members 
Mstep: Class 4 contains 13398 members 
Mstep: Class 5 contains 4179 members 
Mstep: Class 6 contains 9744 members 
Mstep: Class 7 contains 30014 members 
Mstep: Class 8 contains 4998 members 
Mstep: Class 9 contains 35068 members 
Mstep: Class 10 contains 13701 members 
Mstep: Class 11 contains 9084 members 
Mstep: Class 12 contains 62186 members 
Mstep: Class 13 contains 95867 members 
Mstep: Class 14 contains 208045 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 69531 members 
Mstep: Class 17 contains 27675 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 11388 members 
Mstep: Class 20 contains 37598 members 
Mstep: Class 21 contains 11389 members 
Mstep: Class 22 contains 158892 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3206 members 
Mstep: Class 26 contains 18146 members 
Mstep: Class 27 contains 36205 members 
Mstep: Class 28 contains 228308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156043376.000000 Penalty: 97997.882812
Iteration 136Q: 29 clusters Score -1.560434e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 179237 members 
Mstep: Class 3 contains 49570 members 
Mstep: Class 4 contains 13400 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 9733 members 
Mstep: Class 7 contains 29981 members 
Mstep: Class 8 contains 4996 members 
Mstep: Class 9 contains 35291 members 
Mstep: Class 10 contains 13687 members 
Mstep: Class 11 contains 9084 members 
Mstep: Class 12 contains 62171 members 
Mstep: Class 13 contains 95858 members 
Mstep: Class 14 contains 207838 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 69500 members 
Mstep: Class 17 contains 27992 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 11389 members 
Mstep: Class 20 contains 37627 members 
Mstep: Class 21 contains 11417 members 
Mstep: Class 22 contains 158824 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 18142 members 
Mstep: Class 27 contains 36261 members 
Mstep: Class 28 contains 228095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156043856.000000 Penalty: 97997.882812
Iteration 137Q: 29 clusters Score -1.560439e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 179170 members 
Mstep: Class 3 contains 49578 members 
Mstep: Class 4 contains 13401 members 
Mstep: Class 5 contains 4185 members 
Mstep: Class 6 contains 9735 members 
Mstep: Class 7 contains 29957 members 
Mstep: Class 8 contains 4997 members 
Mstep: Class 9 contains 35485 members 
Mstep: Class 10 contains 13671 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 62157 members 
Mstep: Class 13 contains 95851 members 
Mstep: Class 14 contains 207647 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 69479 members 
Mstep: Class 17 contains 28312 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 11391 members 
Mstep: Class 20 contains 37657 members 
Mstep: Class 21 contains 11442 members 
Mstep: Class 22 contains 158751 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 18133 members 
Mstep: Class 27 contains 36323 members 
Mstep: Class 28 contains 227869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156043936.000000 Penalty: 97997.882812
Iteration 138Q: 29 clusters Score -1.560439e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 179116 members 
Mstep: Class 3 contains 49590 members 
Mstep: Class 4 contains 13406 members 
Mstep: Class 5 contains 4188 members 
Mstep: Class 6 contains 9728 members 
Mstep: Class 7 contains 29928 members 
Mstep: Class 8 contains 5001 members 
Mstep: Class 9 contains 35658 members 
Mstep: Class 10 contains 13666 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 62141 members 
Mstep: Class 13 contains 95843 members 
Mstep: Class 14 contains 207484 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 69459 members 
Mstep: Class 17 contains 28619 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 11392 members 
Mstep: Class 20 contains 37683 members 
Mstep: Class 21 contains 11462 members 
Mstep: Class 22 contains 158675 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3200 members 
Mstep: Class 26 contains 18128 members 
Mstep: Class 27 contains 36376 members 
Mstep: Class 28 contains 227649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156044144.000000 Penalty: 97997.882812
Iteration 139Q: 29 clusters Score -1.560441e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 179079 members 
Mstep: Class 3 contains 49592 members 
Mstep: Class 4 contains 13409 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 9729 members 
Mstep: Class 7 contains 29889 members 
Mstep: Class 8 contains 5001 members 
Mstep: Class 9 contains 35820 members 
Mstep: Class 10 contains 13665 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 62136 members 
Mstep: Class 13 contains 95840 members 
Mstep: Class 14 contains 207325 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 69440 members 
Mstep: Class 17 contains 28929 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 11392 members 
Mstep: Class 20 contains 37690 members 
Mstep: Class 21 contains 11474 members 
Mstep: Class 22 contains 158619 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3199 members 
Mstep: Class 26 contains 18124 members 
Mstep: Class 27 contains 36421 members 
Mstep: Class 28 contains 227424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156044352.000000 Penalty: 97997.882812
Iteration 140F: 29 clusters Score -1.560444e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 179050 members 
Mstep: Class 3 contains 49591 members 
Mstep: Class 4 contains 13413 members 
Mstep: Class 5 contains 4203 members 
Mstep: Class 6 contains 9733 members 
Mstep: Class 7 contains 29861 members 
Mstep: Class 8 contains 5000 members 
Mstep: Class 9 contains 35970 members 
Mstep: Class 10 contains 13663 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 62127 members 
Mstep: Class 13 contains 95835 members 
Mstep: Class 14 contains 207180 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 69429 members 
Mstep: Class 17 contains 29212 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 11394 members 
Mstep: Class 20 contains 37715 members 
Mstep: Class 21 contains 11479 members 
Mstep: Class 22 contains 158554 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 18117 members 
Mstep: Class 27 contains 36459 members 
Mstep: Class 28 contains 227212 members 
Entering Unmasked Estep 
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Score: -156044208.000000 Penalty: 97997.882812
Iteration 141Q: 29 clusters Score -1.560442e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 179040 members 
Mstep: Class 3 contains 49587 members 
Mstep: Class 4 contains 13414 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 9737 members 
Mstep: Class 7 contains 29820 members 
Mstep: Class 8 contains 5000 members 
Mstep: Class 9 contains 36092 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 62116 members 
Mstep: Class 13 contains 95833 members 
Mstep: Class 14 contains 207047 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 69414 members 
Mstep: Class 17 contains 29484 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 11395 members 
Mstep: Class 20 contains 37734 members 
Mstep: Class 21 contains 11483 members 
Mstep: Class 22 contains 158516 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 18115 members 
Mstep: Class 27 contains 36502 members 
Mstep: Class 28 contains 226998 members 
Entering Unmasked Estep 
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Iteration 142Q: 29 clusters Score -1.560442e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 179026 members 
Mstep: Class 3 contains 49587 members 
Mstep: Class 4 contains 13419 members 
Mstep: Class 5 contains 4219 members 
Mstep: Class 6 contains 9731 members 
Mstep: Class 7 contains 29795 members 
Mstep: Class 8 contains 5003 members 
Mstep: Class 9 contains 36207 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62120 members 
Mstep: Class 13 contains 95833 members 
Mstep: Class 14 contains 206899 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 69391 members 
Mstep: Class 17 contains 29754 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 11397 members 
Mstep: Class 20 contains 37757 members 
Mstep: Class 21 contains 11492 members 
Mstep: Class 22 contains 158496 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3192 members 
Mstep: Class 26 contains 18110 members 
Mstep: Class 27 contains 36539 members 
Mstep: Class 28 contains 226769 members 
Entering Unmasked Estep 
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Iteration 143Q: 29 clusters Score -1.560442e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 179002 members 
Mstep: Class 3 contains 49584 members 
Mstep: Class 4 contains 13429 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 29762 members 
Mstep: Class 8 contains 5004 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 13649 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62118 members 
Mstep: Class 13 contains 95838 members 
Mstep: Class 14 contains 206807 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 69378 members 
Mstep: Class 17 contains 30011 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 11398 members 
Mstep: Class 20 contains 37765 members 
Mstep: Class 21 contains 11506 members 
Mstep: Class 22 contains 158463 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 18098 members 
Mstep: Class 27 contains 36570 members 
Mstep: Class 28 contains 226559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156044240.000000 Penalty: 97997.882812
Iteration 144Q: 29 clusters Score -1.560442e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 178981 members 
Mstep: Class 3 contains 49591 members 
Mstep: Class 4 contains 13433 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 9734 members 
Mstep: Class 7 contains 29739 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 36406 members 
Mstep: Class 10 contains 13649 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62127 members 
Mstep: Class 13 contains 95837 members 
Mstep: Class 14 contains 206693 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 69362 members 
Mstep: Class 17 contains 30294 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 11402 members 
Mstep: Class 20 contains 37766 members 
Mstep: Class 21 contains 11522 members 
Mstep: Class 22 contains 158435 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3188 members 
Mstep: Class 26 contains 18089 members 
Mstep: Class 27 contains 36596 members 
Mstep: Class 28 contains 226321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156044384.000000 Penalty: 97997.882812
Iteration 145Q: 29 clusters Score -1.560444e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 178952 members 
Mstep: Class 3 contains 49595 members 
Mstep: Class 4 contains 13433 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 9739 members 
Mstep: Class 7 contains 29720 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 36505 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 62134 members 
Mstep: Class 13 contains 95845 members 
Mstep: Class 14 contains 206580 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 69343 members 
Mstep: Class 17 contains 30560 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 37752 members 
Mstep: Class 21 contains 11536 members 
Mstep: Class 22 contains 158426 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3185 members 
Mstep: Class 26 contains 18082 members 
Mstep: Class 27 contains 36618 members 
Mstep: Class 28 contains 226111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156044416.000000 Penalty: 97997.882812
Iteration 146Q: 29 clusters Score -1.560444e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 178927 members 
Mstep: Class 3 contains 49592 members 
Mstep: Class 4 contains 13432 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 9740 members 
Mstep: Class 7 contains 29701 members 
Mstep: Class 8 contains 5016 members 
Mstep: Class 9 contains 36597 members 
Mstep: Class 10 contains 13643 members 
Mstep: Class 11 contains 9082 members 
Mstep: Class 12 contains 62144 members 
Mstep: Class 13 contains 95847 members 
Mstep: Class 14 contains 206469 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 69327 members 
Mstep: Class 17 contains 30838 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 11406 members 
Mstep: Class 20 contains 37752 members 
Mstep: Class 21 contains 11546 members 
Mstep: Class 22 contains 158419 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3185 members 
Mstep: Class 26 contains 18078 members 
Mstep: Class 27 contains 36641 members 
Mstep: Class 28 contains 225874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156044528.000000 Penalty: 97997.882812
Iteration 147Q: 29 clusters Score -1.560445e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 178910 members 
Mstep: Class 3 contains 49591 members 
Mstep: Class 4 contains 13431 members 
Mstep: Class 5 contains 4222 members 
Mstep: Class 6 contains 9739 members 
Mstep: Class 7 contains 29673 members 
Mstep: Class 8 contains 5017 members 
Mstep: Class 9 contains 36684 members 
Mstep: Class 10 contains 13633 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 62151 members 
Mstep: Class 13 contains 95848 members 
Mstep: Class 14 contains 206381 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 69318 members 
Mstep: Class 17 contains 31096 members 
Mstep: Class 18 contains 5194 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 37755 members 
Mstep: Class 21 contains 11554 members 
Mstep: Class 22 contains 158415 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3188 members 
Mstep: Class 26 contains 18077 members 
Mstep: Class 27 contains 36659 members 
Mstep: Class 28 contains 225642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156044576.000000 Penalty: 97997.882812
Iteration 148Q: 29 clusters Score -1.560446e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 178890 members 
Mstep: Class 3 contains 49588 members 
Mstep: Class 4 contains 13427 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 9743 members 
Mstep: Class 7 contains 29643 members 
Mstep: Class 8 contains 5018 members 
Mstep: Class 9 contains 36772 members 
Mstep: Class 10 contains 13621 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 62166 members 
Mstep: Class 13 contains 95855 members 
Mstep: Class 14 contains 206325 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 69312 members 
Mstep: Class 17 contains 31342 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 11411 members 
Mstep: Class 20 contains 37755 members 
Mstep: Class 21 contains 11551 members 
Mstep: Class 22 contains 158407 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3185 members 
Mstep: Class 26 contains 18073 members 
Mstep: Class 27 contains 36674 members 
Mstep: Class 28 contains 225406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156044800.000000 Penalty: 97997.882812
Iteration 149Q: 29 clusters Score -1.560448e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 178868 members 
Mstep: Class 3 contains 49589 members 
Mstep: Class 4 contains 13426 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 9747 members 
Mstep: Class 7 contains 29610 members 
Mstep: Class 8 contains 5020 members 
Mstep: Class 9 contains 36860 members 
Mstep: Class 10 contains 13615 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62178 members 
Mstep: Class 13 contains 95857 members 
Mstep: Class 14 contains 206269 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 69312 members 
Mstep: Class 17 contains 31606 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 11411 members 
Mstep: Class 20 contains 37753 members 
Mstep: Class 21 contains 11554 members 
Mstep: Class 22 contains 158398 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3183 members 
Mstep: Class 26 contains 18070 members 
Mstep: Class 27 contains 36685 members 
Mstep: Class 28 contains 225147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156044928.000000 Penalty: 97997.882812
Iteration 150Q: 29 clusters Score -1.560449e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 178830 members 
Mstep: Class 3 contains 49587 members 
Mstep: Class 4 contains 13426 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 9750 members 
Mstep: Class 7 contains 29576 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 36956 members 
Mstep: Class 10 contains 13617 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 62176 members 
Mstep: Class 13 contains 95859 members 
Mstep: Class 14 contains 206212 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 69312 members 
Mstep: Class 17 contains 31859 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 37763 members 
Mstep: Class 21 contains 11554 members 
Mstep: Class 22 contains 158380 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3183 members 
Mstep: Class 26 contains 18068 members 
Mstep: Class 27 contains 36710 members 
Mstep: Class 28 contains 224905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156044864.000000 Penalty: 97997.882812
Iteration 151Q: 29 clusters Score -1.560449e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 178807 members 
Mstep: Class 3 contains 49586 members 
Mstep: Class 4 contains 13428 members 
Mstep: Class 5 contains 4222 members 
Mstep: Class 6 contains 9750 members 
Mstep: Class 7 contains 29539 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 37040 members 
Mstep: Class 10 contains 13618 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 62180 members 
Mstep: Class 13 contains 95858 members 
Mstep: Class 14 contains 206159 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 69314 members 
Mstep: Class 17 contains 32115 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 37779 members 
Mstep: Class 21 contains 11553 members 
Mstep: Class 22 contains 158356 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3184 members 
Mstep: Class 26 contains 18067 members 
Mstep: Class 27 contains 36739 members 
Mstep: Class 28 contains 224647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156045088.000000 Penalty: 97997.882812
Iteration 152Q: 29 clusters Score -1.560451e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 178793 members 
Mstep: Class 3 contains 49585 members 
Mstep: Class 4 contains 13431 members 
Mstep: Class 5 contains 4219 members 
Mstep: Class 6 contains 9751 members 
Mstep: Class 7 contains 29515 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 37109 members 
Mstep: Class 10 contains 13613 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 62183 members 
Mstep: Class 13 contains 95862 members 
Mstep: Class 14 contains 206085 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 69314 members 
Mstep: Class 17 contains 32375 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 11419 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 11553 members 
Mstep: Class 22 contains 158331 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3182 members 
Mstep: Class 26 contains 18066 members 
Mstep: Class 27 contains 36768 members 
Mstep: Class 28 contains 224411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156045168.000000 Penalty: 97997.882812
Iteration 153Q: 29 clusters Score -1.560452e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 178769 members 
Mstep: Class 3 contains 49584 members 
Mstep: Class 4 contains 13431 members 
Mstep: Class 5 contains 4219 members 
Mstep: Class 6 contains 9747 members 
Mstep: Class 7 contains 29496 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 37183 members 
Mstep: Class 10 contains 13608 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 62184 members 
Mstep: Class 13 contains 95866 members 
Mstep: Class 14 contains 206019 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 69315 members 
Mstep: Class 17 contains 32635 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11420 members 
Mstep: Class 20 contains 37800 members 
Mstep: Class 21 contains 11556 members 
Mstep: Class 22 contains 158306 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 18065 members 
Mstep: Class 27 contains 36790 members 
Mstep: Class 28 contains 224178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156045376.000000 Penalty: 97997.882812
Iteration 154Q: 29 clusters Score -1.560454e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 178747 members 
Mstep: Class 3 contains 49583 members 
Mstep: Class 4 contains 13432 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 9751 members 
Mstep: Class 7 contains 29477 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 37235 members 
Mstep: Class 10 contains 13607 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62185 members 
Mstep: Class 13 contains 95868 members 
Mstep: Class 14 contains 205962 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 69319 members 
Mstep: Class 17 contains 32862 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11422 members 
Mstep: Class 20 contains 37800 members 
Mstep: Class 21 contains 11558 members 
Mstep: Class 22 contains 158284 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 18063 members 
Mstep: Class 27 contains 36805 members 
Mstep: Class 28 contains 223992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156045504.000000 Penalty: 97997.882812
Iteration 155Q: 29 clusters Score -1.560455e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 178723 members 
Mstep: Class 3 contains 49582 members 
Mstep: Class 4 contains 13431 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 9755 members 
Mstep: Class 7 contains 29454 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 37278 members 
Mstep: Class 10 contains 13605 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62192 members 
Mstep: Class 13 contains 95870 members 
Mstep: Class 14 contains 205922 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 69320 members 
Mstep: Class 17 contains 33067 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 37816 members 
Mstep: Class 21 contains 11558 members 
Mstep: Class 22 contains 158261 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 18054 members 
Mstep: Class 27 contains 36818 members 
Mstep: Class 28 contains 223818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156045552.000000 Penalty: 97997.882812
Iteration 156Q: 29 clusters Score -1.560456e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 178712 members 
Mstep: Class 3 contains 49584 members 
Mstep: Class 4 contains 13428 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 9756 members 
Mstep: Class 7 contains 29427 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 37311 members 
Mstep: Class 10 contains 13600 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62198 members 
Mstep: Class 13 contains 95866 members 
Mstep: Class 14 contains 205891 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 69312 members 
Mstep: Class 17 contains 33260 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11425 members 
Mstep: Class 20 contains 37827 members 
Mstep: Class 21 contains 11560 members 
Mstep: Class 22 contains 158247 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 18051 members 
Mstep: Class 27 contains 36828 members 
Mstep: Class 28 contains 223665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156045456.000000 Penalty: 97997.882812
Iteration 157Q: 29 clusters Score -1.560455e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 178699 members 
Mstep: Class 3 contains 49586 members 
Mstep: Class 4 contains 13427 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 9756 members 
Mstep: Class 7 contains 29416 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 37341 members 
Mstep: Class 10 contains 13600 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62211 members 
Mstep: Class 13 contains 95864 members 
Mstep: Class 14 contains 205853 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 69308 members 
Mstep: Class 17 contains 33424 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 37837 members 
Mstep: Class 21 contains 11562 members 
Mstep: Class 22 contains 158229 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 18045 members 
Mstep: Class 27 contains 36841 members 
Mstep: Class 28 contains 223520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156045392.000000 Penalty: 97997.882812
Iteration 158Q: 29 clusters Score -1.560454e+08 nChanged 414
Entering ConstructFrom: 
Score: -156045392.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (8166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Entering Unmasked Estep 
Score: -963395.937500 Penalty: 2233.918213
	Iteration 0F: 2 clusters Score -963395.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -956868.937500 Penalty: 4467.836426
	Iteration 0F: 3 clusters Score -956868.9 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -958619.562500 Penalty: 4467.836426
	Iteration 1F: 3 clusters Score -958619.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -958902.375000 Penalty: 4467.836426
	Iteration 2F: 3 clusters Score -958902.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -959092.437500 Penalty: 4467.836426
	Iteration 3F: 3 clusters Score -959092.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -959239.937500 Penalty: 4467.836426
	Iteration 4Q: 3 clusters Score -959239.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -959355.312500 Penalty: 4467.836426
	Iteration 5Q: 3 clusters Score -959355.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -959446.437500 Penalty: 4467.836426
	Iteration 6Q: 3 clusters Score -959446.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -959515.937500 Penalty: 4467.836426
	Iteration 7Q: 3 clusters Score -959515.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -959576.812500 Penalty: 4467.836426
	Iteration 8Q: 3 clusters Score -959576.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -959639.875000 Penalty: 4467.836426
	Iteration 9Q: 3 clusters Score -959639.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -959714.500000 Penalty: 4467.836426
	Iteration 10Q: 3 clusters Score -959714.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -959787.625000 Penalty: 4467.836426
	Iteration 11Q: 3 clusters Score -959787.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -959874.312500 Penalty: 4467.836426
	Iteration 12Q: 3 clusters Score -959874.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -959972.750000 Penalty: 4467.836426
	Iteration 13Q: 3 clusters Score -959972.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -960083.625000 Penalty: 4467.836426
	Iteration 14Q: 3 clusters Score -960083.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -960186.062500 Penalty: 4467.836426
	Iteration 15Q: 3 clusters Score -960186.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -960302.812500 Penalty: 4467.836426
	Iteration 16Q: 3 clusters Score -960302.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -960431.062500 Penalty: 4467.836426
	Iteration 17Q: 3 clusters Score -960431.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -960579.875000 Penalty: 4467.836426
	Iteration 18Q: 3 clusters Score -960579.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -960719.500000 Penalty: 4467.836426
	Iteration 19Q: 3 clusters Score -960719.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -960854.250000 Penalty: 4467.836426
	Iteration 20F: 3 clusters Score -960854.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -960989.500000 Penalty: 4467.836426
	Iteration 21Q: 3 clusters Score -960989.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -961108.375000 Penalty: 4467.836426
	Iteration 22Q: 3 clusters Score -961108.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -961218.312500 Penalty: 4467.836426
	Iteration 23Q: 3 clusters Score -961218.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -961318.812500 Penalty: 4467.836426
	Iteration 24Q: 3 clusters Score -961318.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -961386.750000 Penalty: 4467.836426
	Iteration 25Q: 3 clusters Score -961386.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -961429.875000 Penalty: 4467.836426
	Iteration 26Q: 3 clusters Score -961429.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -961465.062500 Penalty: 4467.836426
	Iteration 27Q: 3 clusters Score -961465.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -961490.750000 Penalty: 4467.836426
	Iteration 28Q: 3 clusters Score -961490.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -961497.750000 Penalty: 4467.836426
	Iteration 29Q: 3 clusters Score -961497.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -961513.625000 Penalty: 4467.836426
	Iteration 30Q: 3 clusters Score -961513.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -961518.812500 Penalty: 4467.836426
	Iteration 31Q: 3 clusters Score -961518.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -961530.250000 Penalty: 4467.836426
	Iteration 32Q: 3 clusters Score -961530.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -961535.187500 Penalty: 4467.836426
	Iteration 33Q: 3 clusters Score -961535.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -961538.625000 Penalty: 4467.836426
	Iteration 34Q: 3 clusters Score -961538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -961543.000000 Penalty: 4467.836426
	Iteration 35Q: 3 clusters Score -961543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -961545.062500 Penalty: 4467.836426
	Iteration 36Q: 3 clusters Score -961545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -961546.500000 Penalty: 4467.836426
	Iteration 37Q: 3 clusters Score -961546.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -961545.812500 Penalty: 4467.836426
	Iteration 38Q: 3 clusters Score -961545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -961548.125000 Penalty: 4467.836426
	Iteration 39Q: 3 clusters Score -961548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -961546.437500 Penalty: 4467.836426
	Iteration 40F: 3 clusters Score -961546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -961547.500000 Penalty: 4467.836426
	Iteration 41Q: 3 clusters Score -961547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -961547.500000 Penalty: 4467.836426
	Iteration 42F: 3 clusters Score -961547.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (178682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178682 members 
Entering Unmasked Estep 
Score: -21369192.000000 Penalty: 2999.154053
	Iteration 0F: 2 clusters Score -2.136919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 89259 members 
Entering Unmasked Estep 
Score: -21257676.000000 Penalty: 5998.308105
	Iteration 0F: 3 clusters Score -2.125768e+07 nChanged 85828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91025 members 
Mstep: Class 2 contains 87657 members 
Entering Unmasked Estep 
Score: -21307734.000000 Penalty: 5998.308105
	Iteration 1F: 3 clusters Score -2.130773e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92168 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -21308876.000000 Penalty: 5998.308105
	Iteration 2Q: 3 clusters Score -2.130888e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93959 members 
Mstep: Class 2 contains 84723 members 
Entering Unmasked Estep 
Score: -21310384.000000 Penalty: 5998.308105
	Iteration 3Q: 3 clusters Score -2.131038e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96473 members 
Mstep: Class 2 contains 82209 members 
Entering Unmasked Estep 
Score: -21312142.000000 Penalty: 5998.308105
	Iteration 4Q: 3 clusters Score -2.131214e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -21314798.000000 Penalty: 5998.308105
	Iteration 5Q: 3 clusters Score -2.13148e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105336 members 
Mstep: Class 2 contains 73346 members 
Entering Unmasked Estep 
Score: -21318654.000000 Penalty: 5998.308105
	Iteration 6Q: 3 clusters Score -2.131865e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112080 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -21325076.000000 Penalty: 5998.308105
	Iteration 7F: 3 clusters Score -2.132508e+07 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119686 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -21333568.000000 Penalty: 5998.308105
	Iteration 8F: 3 clusters Score -2.133357e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126612 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -21342388.000000 Penalty: 5998.308105
	Iteration 9F: 3 clusters Score -2.134239e+07 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131873 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -21348544.000000 Penalty: 5998.308105
	Iteration 10F: 3 clusters Score -2.134854e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135891 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -21351542.000000 Penalty: 5998.308105
	Iteration 11Q: 3 clusters Score -2.135154e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139522 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -21353460.000000 Penalty: 5998.308105
	Iteration 12Q: 3 clusters Score -2.135346e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143185 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -21355046.000000 Penalty: 5998.308105
	Iteration 13Q: 3 clusters Score -2.135505e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146834 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -21356534.000000 Penalty: 5998.308105
	Iteration 14Q: 3 clusters Score -2.135653e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150596 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -21357798.000000 Penalty: 5998.308105
	Iteration 15Q: 3 clusters Score -2.13578e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154279 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -21359048.000000 Penalty: 5998.308105
	Iteration 16Q: 3 clusters Score -2.135905e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157859 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -21360074.000000 Penalty: 5998.308105
	Iteration 17Q: 3 clusters Score -2.136007e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161149 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -21361232.000000 Penalty: 5998.308105
	Iteration 18Q: 3 clusters Score -2.136123e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164153 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -21362160.000000 Penalty: 5998.308105
	Iteration 19Q: 3 clusters Score -2.136216e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166854 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -21363040.000000 Penalty: 5998.308105
	Iteration 20F: 3 clusters Score -2.136304e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169191 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -21363736.000000 Penalty: 5998.308105
	Iteration 21Q: 3 clusters Score -2.136374e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171140 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -21364342.000000 Penalty: 5998.308105
	Iteration 22Q: 3 clusters Score -2.136434e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172693 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -21364880.000000 Penalty: 5998.308105
	Iteration 23Q: 3 clusters Score -2.136488e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173928 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -21365174.000000 Penalty: 5998.308105
	Iteration 24Q: 3 clusters Score -2.136517e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174909 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -21365500.000000 Penalty: 5998.308105
	Iteration 25Q: 3 clusters Score -2.13655e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175632 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -21365788.000000 Penalty: 5998.308105
	Iteration 26Q: 3 clusters Score -2.136579e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176203 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -21365876.000000 Penalty: 5998.308105
	Iteration 27Q: 3 clusters Score -2.136588e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176646 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -21365998.000000 Penalty: 5998.308105
	Iteration 28Q: 3 clusters Score -2.1366e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176981 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -21366136.000000 Penalty: 5998.308105
	Iteration 29Q: 3 clusters Score -2.136614e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177230 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -21366260.000000 Penalty: 5998.308105
	Iteration 30Q: 3 clusters Score -2.136626e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177411 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -21366322.000000 Penalty: 5998.308105
	Iteration 31Q: 3 clusters Score -2.136632e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177533 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -21366398.000000 Penalty: 5998.308105
	Iteration 32Q: 3 clusters Score -2.13664e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177615 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21366418.000000 Penalty: 5998.308105
	Iteration 33Q: 3 clusters Score -2.136642e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177676 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -21366448.000000 Penalty: 5998.308105
	Iteration 34Q: 3 clusters Score -2.136645e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177737 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -21366466.000000 Penalty: 5998.308105
	Iteration 35Q: 3 clusters Score -2.136647e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177801 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -21366476.000000 Penalty: 5998.308105
	Iteration 36Q: 3 clusters Score -2.136648e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177847 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -21366492.000000 Penalty: 5998.308105
	Iteration 37Q: 3 clusters Score -2.136649e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177878 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -21366530.000000 Penalty: 5998.308105
	Iteration 38Q: 3 clusters Score -2.136653e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177911 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -21366536.000000 Penalty: 5998.308105
	Iteration 39Q: 3 clusters Score -2.136654e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177935 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -21366570.000000 Penalty: 5998.308105
	Iteration 40F: 3 clusters Score -2.136657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177954 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -21366548.000000 Penalty: 5998.308105
	Iteration 41Q: 3 clusters Score -2.136655e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177975 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -21366558.000000 Penalty: 5998.308105
	Iteration 42Q: 3 clusters Score -2.136656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177986 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -21366584.000000 Penalty: 5998.308105
	Iteration 43Q: 3 clusters Score -2.136658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177997 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -21366610.000000 Penalty: 5998.308105
	Iteration 44Q: 3 clusters Score -2.136661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178002 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -21366608.000000 Penalty: 5998.308105
	Iteration 45Q: 3 clusters Score -2.136661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178009 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21366606.000000 Penalty: 5998.308105
	Iteration 46Q: 3 clusters Score -2.136661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178013 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -21366620.000000 Penalty: 5998.308105
	Iteration 47Q: 3 clusters Score -2.136662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178013 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -21366608.000000 Penalty: 5998.308105
	Iteration 48Q: 3 clusters Score -2.136661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178013 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -21366608.000000 Penalty: 5998.308105
	Iteration 49Q: 3 clusters Score -2.136661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178016 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -21366608.000000 Penalty: 5998.308105
	Iteration 50Q: 3 clusters Score -2.136661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178022 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21366616.000000 Penalty: 5998.308105
	Iteration 51Q: 3 clusters Score -2.136662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178025 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21366626.000000 Penalty: 5998.308105
	Iteration 52Q: 3 clusters Score -2.136663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178029 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21366620.000000 Penalty: 5998.308105
	Iteration 53Q: 3 clusters Score -2.136662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178034 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21366592.000000 Penalty: 5998.308105
	Iteration 54Q: 3 clusters Score -2.136659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178039 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -21366594.000000 Penalty: 5998.308105
	Iteration 55Q: 3 clusters Score -2.136659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178044 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -21366608.000000 Penalty: 5998.308105
	Iteration 56Q: 3 clusters Score -2.136661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178045 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -21366606.000000 Penalty: 5998.308105
	Iteration 57Q: 3 clusters Score -2.136661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178046 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21366612.000000 Penalty: 5998.308105
	Iteration 58Q: 3 clusters Score -2.136661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178047 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -21366610.000000 Penalty: 5998.308105
	Iteration 59Q: 3 clusters Score -2.136661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178048 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -21366614.000000 Penalty: 5998.308105
	Iteration 60F: 3 clusters Score -2.136661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178050 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -21366606.000000 Penalty: 5998.308105
	Iteration 61Q: 3 clusters Score -2.136661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178051 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -21366602.000000 Penalty: 5998.308105
	Iteration 62Q: 3 clusters Score -2.13666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178051 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -21366602.000000 Penalty: 5998.308105
	Iteration 63F: 3 clusters Score -2.13666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Entering Unmasked Estep 
Score: -5872957.000000 Penalty: 2681.242920
	Iteration 0F: 2 clusters Score -5872957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -5839561.000000 Penalty: 5362.485840
	Iteration 0F: 3 clusters Score -5839561 nChanged 22857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -5852099.000000 Penalty: 5362.485840
	Iteration 1F: 3 clusters Score -5852099 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -5852797.500000 Penalty: 5362.485840
	Iteration 2Q: 3 clusters Score -5852798 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -5853474.000000 Penalty: 5362.485840
	Iteration 3Q: 3 clusters Score -5853474 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -5854204.000000 Penalty: 5362.485840
	Iteration 4Q: 3 clusters Score -5854204 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -5855171.000000 Penalty: 5362.485840
	Iteration 5Q: 3 clusters Score -5855171 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -5856471.000000 Penalty: 5362.485840
	Iteration 6F: 3 clusters Score -5856471 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -5857948.000000 Penalty: 5362.485840
	Iteration 7F: 3 clusters Score -5857948 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -5859601.500000 Penalty: 5362.485840
	Iteration 8F: 3 clusters Score -5859602 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -5861315.500000 Penalty: 5362.485840
	Iteration 9F: 3 clusters Score -5861316 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -5862953.000000 Penalty: 5362.485840
	Iteration 10F: 3 clusters Score -5862953 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -5864728.500000 Penalty: 5362.485840
	Iteration 11Q: 3 clusters Score -5864728 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -5866383.500000 Penalty: 5362.485840
	Iteration 12Q: 3 clusters Score -5866384 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -5867755.500000 Penalty: 5362.485840
	Iteration 13Q: 3 clusters Score -5867756 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -5868485.000000 Penalty: 5362.485840
	Iteration 14Q: 3 clusters Score -5868485 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -5868929.000000 Penalty: 5362.485840
	Iteration 15Q: 3 clusters Score -5868929 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -5869189.000000 Penalty: 5362.485840
	Iteration 16Q: 3 clusters Score -5869189 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -5869395.500000 Penalty: 5362.485840
	Iteration 17Q: 3 clusters Score -5869396 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -5869539.000000 Penalty: 5362.485840
	Iteration 18Q: 3 clusters Score -5869539 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -5869644.500000 Penalty: 5362.485840
	Iteration 19Q: 3 clusters Score -5869644 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -5869773.000000 Penalty: 5362.485840
	Iteration 20F: 3 clusters Score -5869773 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -5869864.000000 Penalty: 5362.485840
	Iteration 21Q: 3 clusters Score -5869864 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -5869946.500000 Penalty: 5362.485840
	Iteration 22Q: 3 clusters Score -5869946 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -5870007.500000 Penalty: 5362.485840
	Iteration 23Q: 3 clusters Score -5870008 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -5870080.000000 Penalty: 5362.485840
	Iteration 24Q: 3 clusters Score -5870080 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -5870140.000000 Penalty: 5362.485840
	Iteration 25Q: 3 clusters Score -5870140 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -5870213.500000 Penalty: 5362.485840
	Iteration 26Q: 3 clusters Score -5870214 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -5870249.000000 Penalty: 5362.485840
	Iteration 27Q: 3 clusters Score -5870249 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -5870288.500000 Penalty: 5362.485840
	Iteration 28Q: 3 clusters Score -5870288 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -5870309.000000 Penalty: 5362.485840
	Iteration 29Q: 3 clusters Score -5870309 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -5870386.500000 Penalty: 5362.485840
	Iteration 30Q: 3 clusters Score -5870386 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5870428.000000 Penalty: 5362.485840
	Iteration 31Q: 3 clusters Score -5870428 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -5870471.000000 Penalty: 5362.485840
	Iteration 32Q: 3 clusters Score -5870471 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -5870498.000000 Penalty: 5362.485840
	Iteration 33Q: 3 clusters Score -5870498 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -5870532.500000 Penalty: 5362.485840
	Iteration 34Q: 3 clusters Score -5870532 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -5870566.000000 Penalty: 5362.485840
	Iteration 35Q: 3 clusters Score -5870566 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -5870583.000000 Penalty: 5362.485840
	Iteration 36Q: 3 clusters Score -5870583 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -5870603.500000 Penalty: 5362.485840
	Iteration 37Q: 3 clusters Score -5870604 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -5870621.500000 Penalty: 5362.485840
	Iteration 38Q: 3 clusters Score -5870622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -5870634.000000 Penalty: 5362.485840
	Iteration 39Q: 3 clusters Score -5870634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -5870641.500000 Penalty: 5362.485840
	Iteration 40F: 3 clusters Score -5870642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -5870661.000000 Penalty: 5362.485840
	Iteration 41Q: 3 clusters Score -5870661 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -5870687.500000 Penalty: 5362.485840
	Iteration 42Q: 3 clusters Score -5870688 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -5870705.000000 Penalty: 5362.485840
	Iteration 43Q: 3 clusters Score -5870705 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -5870734.500000 Penalty: 5362.485840
	Iteration 44Q: 3 clusters Score -5870734 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -5870769.500000 Penalty: 5362.485840
	Iteration 45Q: 3 clusters Score -5870770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -5870807.000000 Penalty: 5362.485840
	Iteration 46Q: 3 clusters Score -5870807 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -5870830.500000 Penalty: 5362.485840
	Iteration 47Q: 3 clusters Score -5870830 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -5870849.500000 Penalty: 5362.485840
	Iteration 48Q: 3 clusters Score -5870850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -5870859.000000 Penalty: 5362.485840
	Iteration 49Q: 3 clusters Score -5870859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -5870869.000000 Penalty: 5362.485840
	Iteration 50Q: 3 clusters Score -5870869 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -5870884.000000 Penalty: 5362.485840
	Iteration 51Q: 3 clusters Score -5870884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -5870900.500000 Penalty: 5362.485840
	Iteration 52Q: 3 clusters Score -5870900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -5870917.000000 Penalty: 5362.485840
	Iteration 53Q: 3 clusters Score -5870917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -5870922.500000 Penalty: 5362.485840
	Iteration 54Q: 3 clusters Score -5870922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -5870946.000000 Penalty: 5362.485840
	Iteration 55Q: 3 clusters Score -5870946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -5870954.000000 Penalty: 5362.485840
	Iteration 56Q: 3 clusters Score -5870954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -5870965.000000 Penalty: 5362.485840
	Iteration 57Q: 3 clusters Score -5870965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -5870977.500000 Penalty: 5362.485840
	Iteration 58Q: 3 clusters Score -5870978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -5870979.000000 Penalty: 5362.485840
	Iteration 59Q: 3 clusters Score -5870979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -5870982.000000 Penalty: 5362.485840
	Iteration 60F: 3 clusters Score -5870982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -5870982.000000 Penalty: 5362.485840
	Iteration 61Q: 3 clusters Score -5870982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -5870978.000000 Penalty: 5362.485840
	Iteration 62Q: 3 clusters Score -5870978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -5870985.000000 Penalty: 5362.485840
	Iteration 63Q: 3 clusters Score -5870985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -5870987.500000 Penalty: 5362.485840
	Iteration 64Q: 3 clusters Score -5870988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -5870999.500000 Penalty: 5362.485840
	Iteration 65Q: 3 clusters Score -5871000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -5870991.000000 Penalty: 5362.485840
	Iteration 66Q: 3 clusters Score -5870991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -5870998.500000 Penalty: 5362.485840
	Iteration 67Q: 3 clusters Score -5870998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -5871014.000000 Penalty: 5362.485840
	Iteration 68Q: 3 clusters Score -5871014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -5871018.500000 Penalty: 5362.485840
	Iteration 69Q: 3 clusters Score -5871018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -5871030.000000 Penalty: 5362.485840
	Iteration 70Q: 3 clusters Score -5871030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -5871035.500000 Penalty: 5362.485840
	Iteration 71Q: 3 clusters Score -5871036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -5871043.000000 Penalty: 5362.485840
	Iteration 72Q: 3 clusters Score -5871043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -5871048.000000 Penalty: 5362.485840
	Iteration 73Q: 3 clusters Score -5871048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -5871050.500000 Penalty: 5362.485840
	Iteration 74Q: 3 clusters Score -5871050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -5871055.500000 Penalty: 5362.485840
	Iteration 75Q: 3 clusters Score -5871056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -5871066.500000 Penalty: 5362.485840
	Iteration 76Q: 3 clusters Score -5871066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -5871064.500000 Penalty: 5362.485840
	Iteration 77Q: 3 clusters Score -5871064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -5871062.500000 Penalty: 5362.485840
	Iteration 78Q: 3 clusters Score -5871062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -5871067.500000 Penalty: 5362.485840
	Iteration 79Q: 3 clusters Score -5871068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -5871060.500000 Penalty: 5362.485840
	Iteration 80F: 3 clusters Score -5871060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -5871058.000000 Penalty: 5362.485840
	Iteration 81Q: 3 clusters Score -5871058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -5871055.500000 Penalty: 5362.485840
	Iteration 82Q: 3 clusters Score -5871056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -5871058.000000 Penalty: 5362.485840
	Iteration 83Q: 3 clusters Score -5871058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -5871062.000000 Penalty: 5362.485840
	Iteration 84Q: 3 clusters Score -5871062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -5871065.000000 Penalty: 5362.485840
	Iteration 85Q: 3 clusters Score -5871065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -5871072.000000 Penalty: 5362.485840
	Iteration 86Q: 3 clusters Score -5871072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -5871061.000000 Penalty: 5362.485840
	Iteration 87Q: 3 clusters Score -5871061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -5871067.000000 Penalty: 5362.485840
	Iteration 88Q: 3 clusters Score -5871067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -5871068.500000 Penalty: 5362.485840
	Iteration 89Q: 3 clusters Score -5871068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -5871068.500000 Penalty: 5362.485840
	Iteration 90Q: 3 clusters Score -5871068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -5871067.500000 Penalty: 5362.485840
	Iteration 91Q: 3 clusters Score -5871068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -5871064.500000 Penalty: 5362.485840
	Iteration 92Q: 3 clusters Score -5871064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -5871070.500000 Penalty: 5362.485840
	Iteration 93Q: 3 clusters Score -5871070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -5871070.500000 Penalty: 5362.485840
	Iteration 94F: 3 clusters Score -5871070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Entering Unmasked Estep 
Score: -1576021.000000 Penalty: 2357.319580
	Iteration 0F: 2 clusters Score -1576021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1566246.125000 Penalty: 4714.639160
	Iteration 0F: 3 clusters Score -1566246 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1569217.375000 Penalty: 4714.639160
	Iteration 1F: 3 clusters Score -1569217 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1569625.500000 Penalty: 4714.639160
	Iteration 2F: 3 clusters Score -1569626 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1569986.375000 Penalty: 4714.639160
	Iteration 3F: 3 clusters Score -1569986 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1570322.750000 Penalty: 4714.639160
	Iteration 4F: 3 clusters Score -1570323 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1570665.000000 Penalty: 4714.639160
	Iteration 5Q: 3 clusters Score -1570665 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1571077.500000 Penalty: 4714.639160
	Iteration 6Q: 3 clusters Score -1571078 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1571646.125000 Penalty: 4714.639160
	Iteration 7F: 3 clusters Score -1571646 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1572463.625000 Penalty: 4714.639160
	Iteration 8F: 3 clusters Score -1572464 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1573421.250000 Penalty: 4714.639160
	Iteration 9F: 3 clusters Score -1573421 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1574320.750000 Penalty: 4714.639160
	Iteration 10F: 3 clusters Score -1574321 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1574878.125000 Penalty: 4714.639160
	Iteration 11Q: 3 clusters Score -1574878 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1575167.750000 Penalty: 4714.639160
	Iteration 12Q: 3 clusters Score -1575168 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1575335.000000 Penalty: 4714.639160
	Iteration 13Q: 3 clusters Score -1575335 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1575451.500000 Penalty: 4714.639160
	Iteration 14Q: 3 clusters Score -1575452 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1575529.500000 Penalty: 4714.639160
	Iteration 15Q: 3 clusters Score -1575530 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1575586.625000 Penalty: 4714.639160
	Iteration 16Q: 3 clusters Score -1575587 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1575621.625000 Penalty: 4714.639160
	Iteration 17Q: 3 clusters Score -1575622 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1575645.750000 Penalty: 4714.639160
	Iteration 18Q: 3 clusters Score -1575646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1575662.000000 Penalty: 4714.639160
	Iteration 19Q: 3 clusters Score -1575662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1575678.375000 Penalty: 4714.639160
	Iteration 20F: 3 clusters Score -1575678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1575696.375000 Penalty: 4714.639160
	Iteration 21Q: 3 clusters Score -1575696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1575702.750000 Penalty: 4714.639160
	Iteration 22Q: 3 clusters Score -1575703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1575701.625000 Penalty: 4714.639160
	Iteration 23Q: 3 clusters Score -1575702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1575709.000000 Penalty: 4714.639160
	Iteration 24Q: 3 clusters Score -1575709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1575706.500000 Penalty: 4714.639160
	Iteration 25Q: 3 clusters Score -1575706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1575708.000000 Penalty: 4714.639160
	Iteration 26Q: 3 clusters Score -1575708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1575706.250000 Penalty: 4714.639160
	Iteration 27Q: 3 clusters Score -1575706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1575707.875000 Penalty: 4714.639160
	Iteration 28Q: 3 clusters Score -1575708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1575708.625000 Penalty: 4714.639160
	Iteration 29Q: 3 clusters Score -1575709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1575709.250000 Penalty: 4714.639160
	Iteration 30Q: 3 clusters Score -1575709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1575709.250000 Penalty: 4714.639160
	Iteration 31F: 3 clusters Score -1575709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Entering Unmasked Estep 
Score: -474338.437500 Penalty: 2070.730713
	Iteration 0F: 2 clusters Score -474338.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -470304.531250 Penalty: 4141.461426
	Iteration 0F: 3 clusters Score -470304.5 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -471313.218750 Penalty: 4141.461426
	Iteration 1F: 3 clusters Score -471313.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -471546.750000 Penalty: 4141.461426
	Iteration 2F: 3 clusters Score -471546.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -471707.968750 Penalty: 4141.461426
	Iteration 3F: 3 clusters Score -471708 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -471828.093750 Penalty: 4141.461426
	Iteration 4Q: 3 clusters Score -471828.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -471916.437500 Penalty: 4141.461426
	Iteration 5Q: 3 clusters Score -471916.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -472011.437500 Penalty: 4141.461426
	Iteration 6Q: 3 clusters Score -472011.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -472095.625000 Penalty: 4141.461426
	Iteration 7Q: 3 clusters Score -472095.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -472170.750000 Penalty: 4141.461426
	Iteration 8Q: 3 clusters Score -472170.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -472242.906250 Penalty: 4141.461426
	Iteration 9Q: 3 clusters Score -472242.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -472317.656250 Penalty: 4141.461426
	Iteration 10Q: 3 clusters Score -472317.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -472392.343750 Penalty: 4141.461426
	Iteration 11Q: 3 clusters Score -472392.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -472449.156250 Penalty: 4141.461426
	Iteration 12Q: 3 clusters Score -472449.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -472494.781250 Penalty: 4141.461426
	Iteration 13Q: 3 clusters Score -472494.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -472531.093750 Penalty: 4141.461426
	Iteration 14Q: 3 clusters Score -472531.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -472557.062500 Penalty: 4141.461426
	Iteration 15Q: 3 clusters Score -472557.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -472579.500000 Penalty: 4141.461426
	Iteration 16Q: 3 clusters Score -472579.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -472593.468750 Penalty: 4141.461426
	Iteration 17Q: 3 clusters Score -472593.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -472607.812500 Penalty: 4141.461426
	Iteration 18Q: 3 clusters Score -472607.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -472620.375000 Penalty: 4141.461426
	Iteration 19Q: 3 clusters Score -472620.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -472628.500000 Penalty: 4141.461426
	Iteration 20F: 3 clusters Score -472628.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -472637.000000 Penalty: 4141.461426
	Iteration 21Q: 3 clusters Score -472637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -472642.531250 Penalty: 4141.461426
	Iteration 22Q: 3 clusters Score -472642.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -472644.656250 Penalty: 4141.461426
	Iteration 23Q: 3 clusters Score -472644.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -472647.437500 Penalty: 4141.461426
	Iteration 24Q: 3 clusters Score -472647.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -472650.500000 Penalty: 4141.461426
	Iteration 25Q: 3 clusters Score -472650.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -472652.500000 Penalty: 4141.461426
	Iteration 26Q: 3 clusters Score -472652.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -472656.156250 Penalty: 4141.461426
	Iteration 27Q: 3 clusters Score -472656.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -472659.281250 Penalty: 4141.461426
	Iteration 28Q: 3 clusters Score -472659.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -472663.375000 Penalty: 4141.461426
	Iteration 29Q: 3 clusters Score -472663.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -472667.312500 Penalty: 4141.461426
	Iteration 30Q: 3 clusters Score -472667.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -472670.281250 Penalty: 4141.461426
	Iteration 31Q: 3 clusters Score -472670.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -472671.281250 Penalty: 4141.461426
	Iteration 32Q: 3 clusters Score -472671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -472673.500000 Penalty: 4141.461426
	Iteration 33Q: 3 clusters Score -472673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -472675.125000 Penalty: 4141.461426
	Iteration 34Q: 3 clusters Score -472675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -472676.406250 Penalty: 4141.461426
	Iteration 35Q: 3 clusters Score -472676.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -472677.625000 Penalty: 4141.461426
	Iteration 36Q: 3 clusters Score -472677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -472678.343750 Penalty: 4141.461426
	Iteration 37Q: 3 clusters Score -472678.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -472680.156250 Penalty: 4141.461426
	Iteration 38Q: 3 clusters Score -472680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -472681.375000 Penalty: 4141.461426
	Iteration 39Q: 3 clusters Score -472681.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -472683.468750 Penalty: 4141.461426
	Iteration 40F: 3 clusters Score -472683.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -472684.937500 Penalty: 4141.461426
	Iteration 41Q: 3 clusters Score -472684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -472684.906250 Penalty: 4141.461426
	Iteration 42Q: 3 clusters Score -472684.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -472684.718750 Penalty: 4141.461426
	Iteration 43Q: 3 clusters Score -472684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -472685.312500 Penalty: 4141.461426
	Iteration 44Q: 3 clusters Score -472685.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -472685.312500 Penalty: 4141.461426
	Iteration 45F: 3 clusters Score -472685.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Entering Unmasked Estep 
Score: -1064136.875000 Penalty: 2278.012695
	Iteration 0F: 2 clusters Score -1064137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1056636.750000 Penalty: 4556.025391
	Iteration 0F: 3 clusters Score -1056637 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1058893.625000 Penalty: 4556.025391
	Iteration 1F: 3 clusters Score -1058894 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1059360.000000 Penalty: 4556.025391
	Iteration 2F: 3 clusters Score -1059360 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1059842.000000 Penalty: 4556.025391
	Iteration 3F: 3 clusters Score -1059842 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1060424.750000 Penalty: 4556.025391
	Iteration 4F: 3 clusters Score -1060425 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1061003.375000 Penalty: 4556.025391
	Iteration 5F: 3 clusters Score -1061003 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1061482.000000 Penalty: 4556.025391
	Iteration 6F: 3 clusters Score -1061482 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1061822.500000 Penalty: 4556.025391
	Iteration 7F: 3 clusters Score -1061822 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1062047.625000 Penalty: 4556.025391
	Iteration 8Q: 3 clusters Score -1062048 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1062216.000000 Penalty: 4556.025391
	Iteration 9Q: 3 clusters Score -1062216 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1062344.500000 Penalty: 4556.025391
	Iteration 10Q: 3 clusters Score -1062344 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1062430.875000 Penalty: 4556.025391
	Iteration 11Q: 3 clusters Score -1062431 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1062508.750000 Penalty: 4556.025391
	Iteration 12Q: 3 clusters Score -1062509 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1062569.375000 Penalty: 4556.025391
	Iteration 13Q: 3 clusters Score -1062569 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1062619.875000 Penalty: 4556.025391
	Iteration 14Q: 3 clusters Score -1062620 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1062670.375000 Penalty: 4556.025391
	Iteration 15Q: 3 clusters Score -1062670 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1062706.000000 Penalty: 4556.025391
	Iteration 16Q: 3 clusters Score -1062706 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1062730.875000 Penalty: 4556.025391
	Iteration 17Q: 3 clusters Score -1062731 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1062755.125000 Penalty: 4556.025391
	Iteration 18Q: 3 clusters Score -1062755 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1062776.125000 Penalty: 4556.025391
	Iteration 19Q: 3 clusters Score -1062776 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1062797.250000 Penalty: 4556.025391
	Iteration 20F: 3 clusters Score -1062797 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1062814.125000 Penalty: 4556.025391
	Iteration 21Q: 3 clusters Score -1062814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1062827.625000 Penalty: 4556.025391
	Iteration 22Q: 3 clusters Score -1062828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1062839.125000 Penalty: 4556.025391
	Iteration 23Q: 3 clusters Score -1062839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1062839.875000 Penalty: 4556.025391
	Iteration 24Q: 3 clusters Score -1062840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1062847.250000 Penalty: 4556.025391
	Iteration 25Q: 3 clusters Score -1062847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1062846.625000 Penalty: 4556.025391
	Iteration 26Q: 3 clusters Score -1062847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1062846.875000 Penalty: 4556.025391
	Iteration 27Q: 3 clusters Score -1062847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1062847.375000 Penalty: 4556.025391
	Iteration 28Q: 3 clusters Score -1062847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1062850.250000 Penalty: 4556.025391
	Iteration 29Q: 3 clusters Score -1062850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1062851.375000 Penalty: 4556.025391
	Iteration 30Q: 3 clusters Score -1062851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1062853.875000 Penalty: 4556.025391
	Iteration 31Q: 3 clusters Score -1062854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1062855.625000 Penalty: 4556.025391
	Iteration 32Q: 3 clusters Score -1062856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1062859.250000 Penalty: 4556.025391
	Iteration 33Q: 3 clusters Score -1062859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1062865.250000 Penalty: 4556.025391
	Iteration 34Q: 3 clusters Score -1062865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1062861.875000 Penalty: 4556.025391
	Iteration 35Q: 3 clusters Score -1062862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1062866.000000 Penalty: 4556.025391
	Iteration 36Q: 3 clusters Score -1062866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1062866.500000 Penalty: 4556.025391
	Iteration 37Q: 3 clusters Score -1062866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1062867.125000 Penalty: 4556.025391
	Iteration 38Q: 3 clusters Score -1062867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1062866.250000 Penalty: 4556.025391
	Iteration 39Q: 3 clusters Score -1062866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1062866.000000 Penalty: 4556.025391
	Iteration 40F: 3 clusters Score -1062866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1062867.500000 Penalty: 4556.025391
	Iteration 41Q: 3 clusters Score -1062868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1062868.125000 Penalty: 4556.025391
	Iteration 42Q: 3 clusters Score -1062868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1062868.750000 Penalty: 4556.025391
	Iteration 43Q: 3 clusters Score -1062869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1062867.000000 Penalty: 4556.025391
	Iteration 44Q: 3 clusters Score -1062867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1062867.000000 Penalty: 4556.025391
	Iteration 45Q: 3 clusters Score -1062867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1062867.875000 Penalty: 4556.025391
	Iteration 46Q: 3 clusters Score -1062868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1062871.000000 Penalty: 4556.025391
	Iteration 47Q: 3 clusters Score -1062871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1062871.250000 Penalty: 4556.025391
	Iteration 48Q: 3 clusters Score -1062871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1062871.250000 Penalty: 4556.025391
	Iteration 49Q: 3 clusters Score -1062871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1062872.875000 Penalty: 4556.025391
	Iteration 50Q: 3 clusters Score -1062873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1062875.500000 Penalty: 4556.025391
	Iteration 51Q: 3 clusters Score -1062876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1062874.625000 Penalty: 4556.025391
	Iteration 52Q: 3 clusters Score -1062875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1062876.125000 Penalty: 4556.025391
	Iteration 53Q: 3 clusters Score -1062876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1062876.125000 Penalty: 4556.025391
	Iteration 54Q: 3 clusters Score -1062876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1062876.125000 Penalty: 4556.025391
	Iteration 55F: 3 clusters Score -1062876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Entering Unmasked Estep 
Score: -3374498.000000 Penalty: 2551.635254
	Iteration 0F: 2 clusters Score -3374498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3354394.750000 Penalty: 5103.270508
	Iteration 0F: 3 clusters Score -3354395 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3362269.500000 Penalty: 5103.270508
	Iteration 1F: 3 clusters Score -3362270 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3363438.250000 Penalty: 5103.270508
	Iteration 2F: 3 clusters Score -3363438 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3364797.000000 Penalty: 5103.270508
	Iteration 3F: 3 clusters Score -3364797 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3366393.500000 Penalty: 5103.270508
	Iteration 4F: 3 clusters Score -3366394 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3368002.250000 Penalty: 5103.270508
	Iteration 5F: 3 clusters Score -3368002 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3369329.250000 Penalty: 5103.270508
	Iteration 6F: 3 clusters Score -3369329 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3370238.000000 Penalty: 5103.270508
	Iteration 7F: 3 clusters Score -3370238 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -3370794.250000 Penalty: 5103.270508
	Iteration 8Q: 3 clusters Score -3370794 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3371147.500000 Penalty: 5103.270508
	Iteration 9Q: 3 clusters Score -3371148 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3371377.250000 Penalty: 5103.270508
	Iteration 10Q: 3 clusters Score -3371377 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3371580.500000 Penalty: 5103.270508
	Iteration 11Q: 3 clusters Score -3371580 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3371766.500000 Penalty: 5103.270508
	Iteration 12Q: 3 clusters Score -3371766 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3371930.250000 Penalty: 5103.270508
	Iteration 13Q: 3 clusters Score -3371930 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3372098.750000 Penalty: 5103.270508
	Iteration 14Q: 3 clusters Score -3372099 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3372243.750000 Penalty: 5103.270508
	Iteration 15Q: 3 clusters Score -3372244 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3372383.250000 Penalty: 5103.270508
	Iteration 16Q: 3 clusters Score -3372383 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3372558.500000 Penalty: 5103.270508
	Iteration 17Q: 3 clusters Score -3372558 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3372758.000000 Penalty: 5103.270508
	Iteration 18Q: 3 clusters Score -3372758 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3372972.250000 Penalty: 5103.270508
	Iteration 19Q: 3 clusters Score -3372972 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3373188.250000 Penalty: 5103.270508
	Iteration 20F: 3 clusters Score -3373188 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3373415.250000 Penalty: 5103.270508
	Iteration 21Q: 3 clusters Score -3373415 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3373573.000000 Penalty: 5103.270508
	Iteration 22Q: 3 clusters Score -3373573 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3373667.750000 Penalty: 5103.270508
	Iteration 23Q: 3 clusters Score -3373668 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3373742.250000 Penalty: 5103.270508
	Iteration 24Q: 3 clusters Score -3373742 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3373769.500000 Penalty: 5103.270508
	Iteration 25Q: 3 clusters Score -3373770 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3373797.750000 Penalty: 5103.270508
	Iteration 26Q: 3 clusters Score -3373798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3373820.750000 Penalty: 5103.270508
	Iteration 27Q: 3 clusters Score -3373821 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3373827.750000 Penalty: 5103.270508
	Iteration 28Q: 3 clusters Score -3373828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3373842.250000 Penalty: 5103.270508
	Iteration 29Q: 3 clusters Score -3373842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3373856.750000 Penalty: 5103.270508
	Iteration 30Q: 3 clusters Score -3373857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3373868.250000 Penalty: 5103.270508
	Iteration 31Q: 3 clusters Score -3373868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3373877.750000 Penalty: 5103.270508
	Iteration 32Q: 3 clusters Score -3373878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3373889.000000 Penalty: 5103.270508
	Iteration 33Q: 3 clusters Score -3373889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3373903.000000 Penalty: 5103.270508
	Iteration 34Q: 3 clusters Score -3373903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3373906.500000 Penalty: 5103.270508
	Iteration 35Q: 3 clusters Score -3373906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3373912.000000 Penalty: 5103.270508
	Iteration 36Q: 3 clusters Score -3373912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3373917.750000 Penalty: 5103.270508
	Iteration 37Q: 3 clusters Score -3373918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3373927.750000 Penalty: 5103.270508
	Iteration 38Q: 3 clusters Score -3373928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3373932.000000 Penalty: 5103.270508
	Iteration 39Q: 3 clusters Score -3373932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3373940.500000 Penalty: 5103.270508
	Iteration 40F: 3 clusters Score -3373940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3373941.750000 Penalty: 5103.270508
	Iteration 41Q: 3 clusters Score -3373942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3373947.750000 Penalty: 5103.270508
	Iteration 42Q: 3 clusters Score -3373948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3373943.500000 Penalty: 5103.270508
	Iteration 43Q: 3 clusters Score -3373944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3373935.250000 Penalty: 5103.270508
	Iteration 44Q: 3 clusters Score -3373935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3373937.750000 Penalty: 5103.270508
	Iteration 45Q: 3 clusters Score -3373938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3373937.750000 Penalty: 5103.270508
	Iteration 46F: 3 clusters Score -3373938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -550702.437500 Penalty: 2114.043213
	Iteration 0F: 2 clusters Score -550702.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -546089.500000 Penalty: 4228.086426
	Iteration 0F: 3 clusters Score -546089.5 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -547415.562500 Penalty: 4228.086426
	Iteration 1F: 3 clusters Score -547415.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -547919.500000 Penalty: 4228.086426
	Iteration 2F: 3 clusters Score -547919.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -548302.437500 Penalty: 4228.086426
	Iteration 3F: 3 clusters Score -548302.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -548578.937500 Penalty: 4228.086426
	Iteration 4F: 3 clusters Score -548578.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -548751.687500 Penalty: 4228.086426
	Iteration 5Q: 3 clusters Score -548751.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -548881.562500 Penalty: 4228.086426
	Iteration 6Q: 3 clusters Score -548881.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -548956.437500 Penalty: 4228.086426
	Iteration 7Q: 3 clusters Score -548956.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -549034.937500 Penalty: 4228.086426
	Iteration 8Q: 3 clusters Score -549034.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -549102.625000 Penalty: 4228.086426
	Iteration 9Q: 3 clusters Score -549102.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -549160.750000 Penalty: 4228.086426
	Iteration 10Q: 3 clusters Score -549160.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -549205.625000 Penalty: 4228.086426
	Iteration 11Q: 3 clusters Score -549205.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -549243.250000 Penalty: 4228.086426
	Iteration 12Q: 3 clusters Score -549243.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -549265.375000 Penalty: 4228.086426
	Iteration 13Q: 3 clusters Score -549265.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -549288.562500 Penalty: 4228.086426
	Iteration 14Q: 3 clusters Score -549288.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -549312.437500 Penalty: 4228.086426
	Iteration 15Q: 3 clusters Score -549312.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -549328.437500 Penalty: 4228.086426
	Iteration 16Q: 3 clusters Score -549328.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -549339.187500 Penalty: 4228.086426
	Iteration 17Q: 3 clusters Score -549339.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -549350.625000 Penalty: 4228.086426
	Iteration 18Q: 3 clusters Score -549350.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -549362.250000 Penalty: 4228.086426
	Iteration 19Q: 3 clusters Score -549362.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -549369.750000 Penalty: 4228.086426
	Iteration 20F: 3 clusters Score -549369.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -549379.750000 Penalty: 4228.086426
	Iteration 21Q: 3 clusters Score -549379.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -549389.937500 Penalty: 4228.086426
	Iteration 22Q: 3 clusters Score -549389.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -549399.250000 Penalty: 4228.086426
	Iteration 23Q: 3 clusters Score -549399.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -549409.875000 Penalty: 4228.086426
	Iteration 24Q: 3 clusters Score -549409.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -549425.250000 Penalty: 4228.086426
	Iteration 25Q: 3 clusters Score -549425.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -549432.750000 Penalty: 4228.086426
	Iteration 26Q: 3 clusters Score -549432.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -549440.375000 Penalty: 4228.086426
	Iteration 27Q: 3 clusters Score -549440.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -549445.687500 Penalty: 4228.086426
	Iteration 28Q: 3 clusters Score -549445.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -549452.125000 Penalty: 4228.086426
	Iteration 29Q: 3 clusters Score -549452.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -549456.312500 Penalty: 4228.086426
	Iteration 30Q: 3 clusters Score -549456.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -549461.000000 Penalty: 4228.086426
	Iteration 31Q: 3 clusters Score -549461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -549467.437500 Penalty: 4228.086426
	Iteration 32Q: 3 clusters Score -549467.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -549470.937500 Penalty: 4228.086426
	Iteration 33Q: 3 clusters Score -549470.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -549475.187500 Penalty: 4228.086426
	Iteration 34Q: 3 clusters Score -549475.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -549480.250000 Penalty: 4228.086426
	Iteration 35Q: 3 clusters Score -549480.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -549481.937500 Penalty: 4228.086426
	Iteration 36Q: 3 clusters Score -549481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -549483.125000 Penalty: 4228.086426
	Iteration 37Q: 3 clusters Score -549483.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -549483.750000 Penalty: 4228.086426
	Iteration 38Q: 3 clusters Score -549483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -549484.187500 Penalty: 4228.086426
	Iteration 39Q: 3 clusters Score -549484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -549483.875000 Penalty: 4228.086426
	Iteration 40F: 3 clusters Score -549483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -549484.187500 Penalty: 4228.086426
	Iteration 41Q: 3 clusters Score -549484.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -549484.187500 Penalty: 4228.086426
	Iteration 42F: 3 clusters Score -549484.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Entering Unmasked Estep 
Score: -4493384.500000 Penalty: 2611.171631
	Iteration 0F: 2 clusters Score -4493384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -4467955.500000 Penalty: 5222.343262
	Iteration 0F: 3 clusters Score -4467956 nChanged 16994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -4477129.000000 Penalty: 5222.343262
	Iteration 1F: 3 clusters Score -4477129 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -4477596.000000 Penalty: 5222.343262
	Iteration 2Q: 3 clusters Score -4477596 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -4478069.000000 Penalty: 5222.343262
	Iteration 3Q: 3 clusters Score -4478069 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4478506.000000 Penalty: 5222.343262
	Iteration 4Q: 3 clusters Score -4478506 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -4479044.000000 Penalty: 5222.343262
	Iteration 5Q: 3 clusters Score -4479044 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -4479768.000000 Penalty: 5222.343262
	Iteration 6Q: 3 clusters Score -4479768 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -4480702.000000 Penalty: 5222.343262
	Iteration 7Q: 3 clusters Score -4480702 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -4481919.000000 Penalty: 5222.343262
	Iteration 8Q: 3 clusters Score -4481919 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -4483390.500000 Penalty: 5222.343262
	Iteration 9F: 3 clusters Score -4483390 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4485119.000000 Penalty: 5222.343262
	Iteration 10F: 3 clusters Score -4485119 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -4486764.000000 Penalty: 5222.343262
	Iteration 11F: 3 clusters Score -4486764 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -4488193.000000 Penalty: 5222.343262
	Iteration 12Q: 3 clusters Score -4488193 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4489218.500000 Penalty: 5222.343262
	Iteration 13Q: 3 clusters Score -4489218 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -4489947.500000 Penalty: 5222.343262
	Iteration 14Q: 3 clusters Score -4489948 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4490390.000000 Penalty: 5222.343262
	Iteration 15Q: 3 clusters Score -4490390 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -4490639.000000 Penalty: 5222.343262
	Iteration 16Q: 3 clusters Score -4490639 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -4490796.500000 Penalty: 5222.343262
	Iteration 17Q: 3 clusters Score -4490796 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -4490875.000000 Penalty: 5222.343262
	Iteration 18Q: 3 clusters Score -4490875 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -4490948.000000 Penalty: 5222.343262
	Iteration 19Q: 3 clusters Score -4490948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4490992.000000 Penalty: 5222.343262
	Iteration 20F: 3 clusters Score -4490992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -4491036.500000 Penalty: 5222.343262
	Iteration 21Q: 3 clusters Score -4491036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -4491059.500000 Penalty: 5222.343262
	Iteration 22Q: 3 clusters Score -4491060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -4491072.500000 Penalty: 5222.343262
	Iteration 23Q: 3 clusters Score -4491072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -4491076.500000 Penalty: 5222.343262
	Iteration 24Q: 3 clusters Score -4491076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4491089.000000 Penalty: 5222.343262
	Iteration 25Q: 3 clusters Score -4491089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -4491097.000000 Penalty: 5222.343262
	Iteration 26Q: 3 clusters Score -4491097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -4491101.000000 Penalty: 5222.343262
	Iteration 27Q: 3 clusters Score -4491101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -4491107.500000 Penalty: 5222.343262
	Iteration 28Q: 3 clusters Score -4491108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -4491111.000000 Penalty: 5222.343262
	Iteration 29Q: 3 clusters Score -4491111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -4491113.500000 Penalty: 5222.343262
	Iteration 30Q: 3 clusters Score -4491114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -4491115.500000 Penalty: 5222.343262
	Iteration 31Q: 3 clusters Score -4491116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -4491124.500000 Penalty: 5222.343262
	Iteration 32Q: 3 clusters Score -4491124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -4491129.000000 Penalty: 5222.343262
	Iteration 33Q: 3 clusters Score -4491129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -4491136.000000 Penalty: 5222.343262
	Iteration 34Q: 3 clusters Score -4491136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -4491136.500000 Penalty: 5222.343262
	Iteration 35Q: 3 clusters Score -4491136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -4491137.000000 Penalty: 5222.343262
	Iteration 36Q: 3 clusters Score -4491137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -4491146.000000 Penalty: 5222.343262
	Iteration 37Q: 3 clusters Score -4491146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -4491146.500000 Penalty: 5222.343262
	Iteration 38Q: 3 clusters Score -4491146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -4491157.500000 Penalty: 5222.343262
	Iteration 39Q: 3 clusters Score -4491158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -4491162.500000 Penalty: 5222.343262
	Iteration 40F: 3 clusters Score -4491162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -4491162.500000 Penalty: 5222.343262
	Iteration 41Q: 3 clusters Score -4491162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -4491163.500000 Penalty: 5222.343262
	Iteration 42Q: 3 clusters Score -4491164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4491168.000000 Penalty: 5222.343262
	Iteration 43Q: 3 clusters Score -4491168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4491171.500000 Penalty: 5222.343262
	Iteration 44Q: 3 clusters Score -4491172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -4491172.500000 Penalty: 5222.343262
	Iteration 45Q: 3 clusters Score -4491172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -4491174.500000 Penalty: 5222.343262
	Iteration 46Q: 3 clusters Score -4491174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -4491181.500000 Penalty: 5222.343262
	Iteration 47Q: 3 clusters Score -4491182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4491181.500000 Penalty: 5222.343262
	Iteration 48Q: 3 clusters Score -4491182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4491189.000000 Penalty: 5222.343262
	Iteration 49Q: 3 clusters Score -4491189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -4491192.500000 Penalty: 5222.343262
	Iteration 50Q: 3 clusters Score -4491192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -4491195.500000 Penalty: 5222.343262
	Iteration 51Q: 3 clusters Score -4491196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -4491194.000000 Penalty: 5222.343262
	Iteration 52Q: 3 clusters Score -4491194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -4491195.500000 Penalty: 5222.343262
	Iteration 53Q: 3 clusters Score -4491196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -4491196.500000 Penalty: 5222.343262
	Iteration 54Q: 3 clusters Score -4491196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -4491198.000000 Penalty: 5222.343262
	Iteration 55Q: 3 clusters Score -4491198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -4491203.500000 Penalty: 5222.343262
	Iteration 56Q: 3 clusters Score -4491204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -4491199.000000 Penalty: 5222.343262
	Iteration 57Q: 3 clusters Score -4491199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -4491201.000000 Penalty: 5222.343262
	Iteration 58Q: 3 clusters Score -4491201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -4491201.000000 Penalty: 5222.343262
	Iteration 59F: 3 clusters Score -4491201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Entering Unmasked Estep 
Score: -1589760.625000 Penalty: 2360.475342
	Iteration 0F: 2 clusters Score -1589761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1579788.750000 Penalty: 4720.950684
	Iteration 0F: 3 clusters Score -1579789 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1582899.750000 Penalty: 4720.950684
	Iteration 1F: 3 clusters Score -1582900 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1583222.375000 Penalty: 4720.950684
	Iteration 2F: 3 clusters Score -1583222 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1583469.125000 Penalty: 4720.950684
	Iteration 3Q: 3 clusters Score -1583469 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1583730.125000 Penalty: 4720.950684
	Iteration 4Q: 3 clusters Score -1583730 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1583950.000000 Penalty: 4720.950684
	Iteration 5Q: 3 clusters Score -1583950 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1584194.125000 Penalty: 4720.950684
	Iteration 6Q: 3 clusters Score -1584194 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1584423.250000 Penalty: 4720.950684
	Iteration 7Q: 3 clusters Score -1584423 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1584682.500000 Penalty: 4720.950684
	Iteration 8Q: 3 clusters Score -1584682 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1584975.000000 Penalty: 4720.950684
	Iteration 9Q: 3 clusters Score -1584975 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1585275.125000 Penalty: 4720.950684
	Iteration 10Q: 3 clusters Score -1585275 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1585610.375000 Penalty: 4720.950684
	Iteration 11Q: 3 clusters Score -1585610 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1585946.125000 Penalty: 4720.950684
	Iteration 12Q: 3 clusters Score -1585946 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1586254.500000 Penalty: 4720.950684
	Iteration 13Q: 3 clusters Score -1586254 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1586488.250000 Penalty: 4720.950684
	Iteration 14Q: 3 clusters Score -1586488 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1586735.500000 Penalty: 4720.950684
	Iteration 15Q: 3 clusters Score -1586736 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1586946.500000 Penalty: 4720.950684
	Iteration 16Q: 3 clusters Score -1586946 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1587153.375000 Penalty: 4720.950684
	Iteration 17Q: 3 clusters Score -1587153 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1587314.000000 Penalty: 4720.950684
	Iteration 18Q: 3 clusters Score -1587314 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1587441.875000 Penalty: 4720.950684
	Iteration 19Q: 3 clusters Score -1587442 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1587550.125000 Penalty: 4720.950684
	Iteration 20F: 3 clusters Score -1587550 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1587627.750000 Penalty: 4720.950684
	Iteration 21Q: 3 clusters Score -1587628 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1587680.375000 Penalty: 4720.950684
	Iteration 22Q: 3 clusters Score -1587680 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1587736.000000 Penalty: 4720.950684
	Iteration 23Q: 3 clusters Score -1587736 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1587781.875000 Penalty: 4720.950684
	Iteration 24Q: 3 clusters Score -1587782 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1587818.000000 Penalty: 4720.950684
	Iteration 25Q: 3 clusters Score -1587818 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1587846.000000 Penalty: 4720.950684
	Iteration 26Q: 3 clusters Score -1587846 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1587874.000000 Penalty: 4720.950684
	Iteration 27Q: 3 clusters Score -1587874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1587907.625000 Penalty: 4720.950684
	Iteration 28Q: 3 clusters Score -1587908 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1587948.000000 Penalty: 4720.950684
	Iteration 29Q: 3 clusters Score -1587948 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1587986.375000 Penalty: 4720.950684
	Iteration 30Q: 3 clusters Score -1587986 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1588020.250000 Penalty: 4720.950684
	Iteration 31Q: 3 clusters Score -1588020 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1588059.500000 Penalty: 4720.950684
	Iteration 32Q: 3 clusters Score -1588060 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1588098.500000 Penalty: 4720.950684
	Iteration 33Q: 3 clusters Score -1588098 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1588143.500000 Penalty: 4720.950684
	Iteration 34Q: 3 clusters Score -1588144 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1588204.125000 Penalty: 4720.950684
	Iteration 35Q: 3 clusters Score -1588204 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1588274.000000 Penalty: 4720.950684
	Iteration 36Q: 3 clusters Score -1588274 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1588359.375000 Penalty: 4720.950684
	Iteration 37Q: 3 clusters Score -1588359 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1588453.375000 Penalty: 4720.950684
	Iteration 38Q: 3 clusters Score -1588453 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1588576.000000 Penalty: 4720.950684
	Iteration 39Q: 3 clusters Score -1588576 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1588689.875000 Penalty: 4720.950684
	Iteration 40F: 3 clusters Score -1588690 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1588803.375000 Penalty: 4720.950684
	Iteration 41Q: 3 clusters Score -1588803 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1588919.000000 Penalty: 4720.950684
	Iteration 42Q: 3 clusters Score -1588919 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1589038.625000 Penalty: 4720.950684
	Iteration 43Q: 3 clusters Score -1589039 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1589147.875000 Penalty: 4720.950684
	Iteration 44Q: 3 clusters Score -1589148 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1589227.375000 Penalty: 4720.950684
	Iteration 45Q: 3 clusters Score -1589227 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1589273.375000 Penalty: 4720.950684
	Iteration 46Q: 3 clusters Score -1589273 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1589300.000000 Penalty: 4720.950684
	Iteration 47Q: 3 clusters Score -1589300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1589321.000000 Penalty: 4720.950684
	Iteration 48Q: 3 clusters Score -1589321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1589335.125000 Penalty: 4720.950684
	Iteration 49Q: 3 clusters Score -1589335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1589338.750000 Penalty: 4720.950684
	Iteration 50Q: 3 clusters Score -1589339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1589345.125000 Penalty: 4720.950684
	Iteration 51Q: 3 clusters Score -1589345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1589344.625000 Penalty: 4720.950684
	Iteration 52Q: 3 clusters Score -1589345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1589351.375000 Penalty: 4720.950684
	Iteration 53Q: 3 clusters Score -1589351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1589348.250000 Penalty: 4720.950684
	Iteration 54Q: 3 clusters Score -1589348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1589351.250000 Penalty: 4720.950684
	Iteration 55Q: 3 clusters Score -1589351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1589351.375000 Penalty: 4720.950684
	Iteration 56Q: 3 clusters Score -1589351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1589350.750000 Penalty: 4720.950684
	Iteration 57Q: 3 clusters Score -1589351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1589351.125000 Penalty: 4720.950684
	Iteration 58Q: 3 clusters Score -1589351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1589352.375000 Penalty: 4720.950684
	Iteration 59Q: 3 clusters Score -1589352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1589352.250000 Penalty: 4720.950684
	Iteration 60F: 3 clusters Score -1589352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1589353.375000 Penalty: 4720.950684
	Iteration 61Q: 3 clusters Score -1589353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1589352.875000 Penalty: 4720.950684
	Iteration 62Q: 3 clusters Score -1589353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1589353.375000 Penalty: 4720.950684
	Iteration 63Q: 3 clusters Score -1589353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1589353.750000 Penalty: 4720.950684
	Iteration 64Q: 3 clusters Score -1589354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1589349.875000 Penalty: 4720.950684
	Iteration 65Q: 3 clusters Score -1589350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1589350.375000 Penalty: 4720.950684
	Iteration 66Q: 3 clusters Score -1589350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1589350.875000 Penalty: 4720.950684
	Iteration 67Q: 3 clusters Score -1589351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1589349.750000 Penalty: 4720.950684
	Iteration 68Q: 3 clusters Score -1589350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1589353.125000 Penalty: 4720.950684
	Iteration 69Q: 3 clusters Score -1589353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1589354.125000 Penalty: 4720.950684
	Iteration 70Q: 3 clusters Score -1589354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1589353.875000 Penalty: 4720.950684
	Iteration 71Q: 3 clusters Score -1589354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1589354.875000 Penalty: 4720.950684
	Iteration 72Q: 3 clusters Score -1589355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1589354.875000 Penalty: 4720.950684
	Iteration 73F: 3 clusters Score -1589355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Entering Unmasked Estep 
Score: -1086784.250000 Penalty: 2260.420898
	Iteration 0F: 2 clusters Score -1086784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1079699.125000 Penalty: 4520.841797
	Iteration 0F: 3 clusters Score -1079699 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1081643.625000 Penalty: 4520.841797
	Iteration 1F: 3 clusters Score -1081644 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1081885.250000 Penalty: 4520.841797
	Iteration 2F: 3 clusters Score -1081885 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1082021.375000 Penalty: 4520.841797
	Iteration 3Q: 3 clusters Score -1082021 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1082111.125000 Penalty: 4520.841797
	Iteration 4Q: 3 clusters Score -1082111 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1082176.000000 Penalty: 4520.841797
	Iteration 5Q: 3 clusters Score -1082176 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1082238.625000 Penalty: 4520.841797
	Iteration 6Q: 3 clusters Score -1082239 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1082305.375000 Penalty: 4520.841797
	Iteration 7Q: 3 clusters Score -1082305 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1082367.875000 Penalty: 4520.841797
	Iteration 8Q: 3 clusters Score -1082368 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1082424.375000 Penalty: 4520.841797
	Iteration 9Q: 3 clusters Score -1082424 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1082504.125000 Penalty: 4520.841797
	Iteration 10Q: 3 clusters Score -1082504 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1082572.375000 Penalty: 4520.841797
	Iteration 11Q: 3 clusters Score -1082572 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1082652.500000 Penalty: 4520.841797
	Iteration 12Q: 3 clusters Score -1082652 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1082720.750000 Penalty: 4520.841797
	Iteration 13Q: 3 clusters Score -1082721 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1082800.625000 Penalty: 4520.841797
	Iteration 14Q: 3 clusters Score -1082801 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1082895.375000 Penalty: 4520.841797
	Iteration 15Q: 3 clusters Score -1082895 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1082990.375000 Penalty: 4520.841797
	Iteration 16Q: 3 clusters Score -1082990 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1083101.375000 Penalty: 4520.841797
	Iteration 17Q: 3 clusters Score -1083101 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1083219.000000 Penalty: 4520.841797
	Iteration 18Q: 3 clusters Score -1083219 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1083345.250000 Penalty: 4520.841797
	Iteration 19Q: 3 clusters Score -1083345 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1083494.500000 Penalty: 4520.841797
	Iteration 20F: 3 clusters Score -1083494 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1083628.500000 Penalty: 4520.841797
	Iteration 21Q: 3 clusters Score -1083628 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1083769.750000 Penalty: 4520.841797
	Iteration 22Q: 3 clusters Score -1083770 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1083890.375000 Penalty: 4520.841797
	Iteration 23Q: 3 clusters Score -1083890 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1084014.000000 Penalty: 4520.841797
	Iteration 24Q: 3 clusters Score -1084014 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1084130.625000 Penalty: 4520.841797
	Iteration 25Q: 3 clusters Score -1084131 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1084249.500000 Penalty: 4520.841797
	Iteration 26Q: 3 clusters Score -1084250 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1084345.500000 Penalty: 4520.841797
	Iteration 27Q: 3 clusters Score -1084346 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1084427.000000 Penalty: 4520.841797
	Iteration 28Q: 3 clusters Score -1084427 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1084493.750000 Penalty: 4520.841797
	Iteration 29Q: 3 clusters Score -1084494 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1084555.125000 Penalty: 4520.841797
	Iteration 30Q: 3 clusters Score -1084555 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1084586.625000 Penalty: 4520.841797
	Iteration 31Q: 3 clusters Score -1084587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1084614.875000 Penalty: 4520.841797
	Iteration 32Q: 3 clusters Score -1084615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1084638.000000 Penalty: 4520.841797
	Iteration 33Q: 3 clusters Score -1084638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1084650.875000 Penalty: 4520.841797
	Iteration 34Q: 3 clusters Score -1084651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1084656.750000 Penalty: 4520.841797
	Iteration 35Q: 3 clusters Score -1084657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1084663.500000 Penalty: 4520.841797
	Iteration 36Q: 3 clusters Score -1084664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1084669.250000 Penalty: 4520.841797
	Iteration 37Q: 3 clusters Score -1084669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1084674.750000 Penalty: 4520.841797
	Iteration 38Q: 3 clusters Score -1084675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1084682.250000 Penalty: 4520.841797
	Iteration 39Q: 3 clusters Score -1084682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1084685.375000 Penalty: 4520.841797
	Iteration 40F: 3 clusters Score -1084685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1084692.125000 Penalty: 4520.841797
	Iteration 41Q: 3 clusters Score -1084692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1084698.625000 Penalty: 4520.841797
	Iteration 42Q: 3 clusters Score -1084699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1084702.375000 Penalty: 4520.841797
	Iteration 43Q: 3 clusters Score -1084702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1084706.750000 Penalty: 4520.841797
	Iteration 44Q: 3 clusters Score -1084707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1084709.250000 Penalty: 4520.841797
	Iteration 45Q: 3 clusters Score -1084709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1084708.875000 Penalty: 4520.841797
	Iteration 46Q: 3 clusters Score -1084709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1084712.625000 Penalty: 4520.841797
	Iteration 47Q: 3 clusters Score -1084713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1084713.500000 Penalty: 4520.841797
	Iteration 48Q: 3 clusters Score -1084714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1084715.875000 Penalty: 4520.841797
	Iteration 49Q: 3 clusters Score -1084716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1084715.000000 Penalty: 4520.841797
	Iteration 50Q: 3 clusters Score -1084715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1084717.250000 Penalty: 4520.841797
	Iteration 51Q: 3 clusters Score -1084717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1084718.750000 Penalty: 4520.841797
	Iteration 52Q: 3 clusters Score -1084719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1084722.125000 Penalty: 4520.841797
	Iteration 53Q: 3 clusters Score -1084722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1084723.125000 Penalty: 4520.841797
	Iteration 54Q: 3 clusters Score -1084723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1084726.125000 Penalty: 4520.841797
	Iteration 55Q: 3 clusters Score -1084726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1084726.875000 Penalty: 4520.841797
	Iteration 56Q: 3 clusters Score -1084727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1084728.750000 Penalty: 4520.841797
	Iteration 57Q: 3 clusters Score -1084729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1084729.125000 Penalty: 4520.841797
	Iteration 58Q: 3 clusters Score -1084729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1084729.375000 Penalty: 4520.841797
	Iteration 59Q: 3 clusters Score -1084729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1084730.000000 Penalty: 4520.841797
	Iteration 60F: 3 clusters Score -1084730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1084730.000000 Penalty: 4520.841797
	Iteration 61Q: 3 clusters Score -1084730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1084730.000000 Penalty: 4520.841797
	Iteration 62F: 3 clusters Score -1084730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Entering Unmasked Estep 
Score: -7403075.500000 Penalty: 2737.510986
	Iteration 0F: 2 clusters Score -7403076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -7361167.500000 Penalty: 5475.021973
	Iteration 0F: 3 clusters Score -7361168 nChanged 29095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -7377421.500000 Penalty: 5475.021973
	Iteration 1F: 3 clusters Score -7377422 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -7378056.000000 Penalty: 5475.021973
	Iteration 2Q: 3 clusters Score -7378056 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -7378796.000000 Penalty: 5475.021973
	Iteration 3Q: 3 clusters Score -7378796 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -7379653.000000 Penalty: 5475.021973
	Iteration 4Q: 3 clusters Score -7379653 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -7380705.500000 Penalty: 5475.021973
	Iteration 5Q: 3 clusters Score -7380706 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -7382184.500000 Penalty: 5475.021973
	Iteration 6Q: 3 clusters Score -7382184 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -7384376.000000 Penalty: 5475.021973
	Iteration 7F: 3 clusters Score -7384376 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -7387210.000000 Penalty: 5475.021973
	Iteration 8F: 3 clusters Score -7387210 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -7390295.500000 Penalty: 5475.021973
	Iteration 9F: 3 clusters Score -7390296 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -7392960.000000 Penalty: 5475.021973
	Iteration 10F: 3 clusters Score -7392960 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -7394684.000000 Penalty: 5475.021973
	Iteration 11Q: 3 clusters Score -7394684 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -7395678.000000 Penalty: 5475.021973
	Iteration 12Q: 3 clusters Score -7395678 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -7396272.500000 Penalty: 5475.021973
	Iteration 13Q: 3 clusters Score -7396272 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -7396667.500000 Penalty: 5475.021973
	Iteration 14Q: 3 clusters Score -7396668 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -7396986.500000 Penalty: 5475.021973
	Iteration 15Q: 3 clusters Score -7396986 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -7397165.000000 Penalty: 5475.021973
	Iteration 16Q: 3 clusters Score -7397165 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -7397322.500000 Penalty: 5475.021973
	Iteration 17Q: 3 clusters Score -7397322 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -7397422.000000 Penalty: 5475.021973
	Iteration 18Q: 3 clusters Score -7397422 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -7397469.000000 Penalty: 5475.021973
	Iteration 19Q: 3 clusters Score -7397469 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -7397546.000000 Penalty: 5475.021973
	Iteration 20F: 3 clusters Score -7397546 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -7397662.500000 Penalty: 5475.021973
	Iteration 21Q: 3 clusters Score -7397662 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -7397712.500000 Penalty: 5475.021973
	Iteration 22Q: 3 clusters Score -7397712 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -7397773.000000 Penalty: 5475.021973
	Iteration 23Q: 3 clusters Score -7397773 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -7397827.000000 Penalty: 5475.021973
	Iteration 24Q: 3 clusters Score -7397827 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -7397898.500000 Penalty: 5475.021973
	Iteration 25Q: 3 clusters Score -7397898 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -7398022.500000 Penalty: 5475.021973
	Iteration 26Q: 3 clusters Score -7398022 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -7398192.500000 Penalty: 5475.021973
	Iteration 27Q: 3 clusters Score -7398192 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -7398368.000000 Penalty: 5475.021973
	Iteration 28Q: 3 clusters Score -7398368 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -7398620.000000 Penalty: 5475.021973
	Iteration 29Q: 3 clusters Score -7398620 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -7399000.000000 Penalty: 5475.021973
	Iteration 30Q: 3 clusters Score -7399000 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -7399425.000000 Penalty: 5475.021973
	Iteration 31Q: 3 clusters Score -7399425 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -7399935.500000 Penalty: 5475.021973
	Iteration 32Q: 3 clusters Score -7399936 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -7400312.000000 Penalty: 5475.021973
	Iteration 33Q: 3 clusters Score -7400312 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -7400543.500000 Penalty: 5475.021973
	Iteration 34Q: 3 clusters Score -7400544 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -7400713.500000 Penalty: 5475.021973
	Iteration 35Q: 3 clusters Score -7400714 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -7400783.500000 Penalty: 5475.021973
	Iteration 36Q: 3 clusters Score -7400784 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -7400810.000000 Penalty: 5475.021973
	Iteration 37Q: 3 clusters Score -7400810 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -7400863.500000 Penalty: 5475.021973
	Iteration 38Q: 3 clusters Score -7400864 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -7400869.500000 Penalty: 5475.021973
	Iteration 39Q: 3 clusters Score -7400870 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -7400882.000000 Penalty: 5475.021973
	Iteration 40F: 3 clusters Score -7400882 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -7400890.500000 Penalty: 5475.021973
	Iteration 41Q: 3 clusters Score -7400890 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -7400911.500000 Penalty: 5475.021973
	Iteration 42Q: 3 clusters Score -7400912 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -7400918.000000 Penalty: 5475.021973
	Iteration 43Q: 3 clusters Score -7400918 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -7400931.500000 Penalty: 5475.021973
	Iteration 44Q: 3 clusters Score -7400932 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -7400922.500000 Penalty: 5475.021973
	Iteration 45Q: 3 clusters Score -7400922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -7400928.500000 Penalty: 5475.021973
	Iteration 46Q: 3 clusters Score -7400928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -7400937.000000 Penalty: 5475.021973
	Iteration 47Q: 3 clusters Score -7400937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -7400939.500000 Penalty: 5475.021973
	Iteration 48Q: 3 clusters Score -7400940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -7400940.000000 Penalty: 5475.021973
	Iteration 49Q: 3 clusters Score -7400940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -7400934.500000 Penalty: 5475.021973
	Iteration 50Q: 3 clusters Score -7400934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -7400930.000000 Penalty: 5475.021973
	Iteration 51Q: 3 clusters Score -7400930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -7400931.000000 Penalty: 5475.021973
	Iteration 52Q: 3 clusters Score -7400931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -7400931.500000 Penalty: 5475.021973
	Iteration 53Q: 3 clusters Score -7400932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -7400929.500000 Penalty: 5475.021973
	Iteration 54Q: 3 clusters Score -7400930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -7400923.000000 Penalty: 5475.021973
	Iteration 55Q: 3 clusters Score -7400923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -7400934.500000 Penalty: 5475.021973
	Iteration 56Q: 3 clusters Score -7400934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -7400932.000000 Penalty: 5475.021973
	Iteration 57Q: 3 clusters Score -7400932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -7400932.000000 Penalty: 5475.021973
	Iteration 58Q: 3 clusters Score -7400932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -7400939.500000 Penalty: 5475.021973
	Iteration 59Q: 3 clusters Score -7400940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -7400938.000000 Penalty: 5475.021973
	Iteration 60F: 3 clusters Score -7400938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (95864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95864 members 
Entering Unmasked Estep 
Score: -11442243.000000 Penalty: 2844.730225
	Iteration 0F: 2 clusters Score -1.144224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -11378032.000000 Penalty: 5689.460449
	Iteration 0F: 3 clusters Score -1.137803e+07 nChanged 45395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -11404227.000000 Penalty: 5689.460449
	Iteration 1F: 3 clusters Score -1.140423e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -11405293.000000 Penalty: 5689.460449
	Iteration 2Q: 3 clusters Score -1.140529e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -11406596.000000 Penalty: 5689.460449
	Iteration 3Q: 3 clusters Score -1.14066e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -11408298.000000 Penalty: 5689.460449
	Iteration 4Q: 3 clusters Score -1.14083e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -11410295.000000 Penalty: 5689.460449
	Iteration 5Q: 3 clusters Score -1.14103e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -11412413.000000 Penalty: 5689.460449
	Iteration 6F: 3 clusters Score -1.141241e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -11414554.000000 Penalty: 5689.460449
	Iteration 7F: 3 clusters Score -1.141455e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -11416167.000000 Penalty: 5689.460449
	Iteration 8Q: 3 clusters Score -1.141617e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -11417504.000000 Penalty: 5689.460449
	Iteration 9Q: 3 clusters Score -1.14175e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -11418491.000000 Penalty: 5689.460449
	Iteration 10Q: 3 clusters Score -1.141849e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -11419264.000000 Penalty: 5689.460449
	Iteration 11Q: 3 clusters Score -1.141926e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -11419878.000000 Penalty: 5689.460449
	Iteration 12Q: 3 clusters Score -1.141988e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -11420297.000000 Penalty: 5689.460449
	Iteration 13Q: 3 clusters Score -1.14203e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -11420838.000000 Penalty: 5689.460449
	Iteration 14Q: 3 clusters Score -1.142084e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -11421547.000000 Penalty: 5689.460449
	Iteration 15Q: 3 clusters Score -1.142155e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -11422418.000000 Penalty: 5689.460449
	Iteration 16Q: 3 clusters Score -1.142242e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -11423645.000000 Penalty: 5689.460449
	Iteration 17Q: 3 clusters Score -1.142364e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -11425225.000000 Penalty: 5689.460449
	Iteration 18Q: 3 clusters Score -1.142522e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -11427276.000000 Penalty: 5689.460449
	Iteration 19Q: 3 clusters Score -1.142728e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -11429526.000000 Penalty: 5689.460449
	Iteration 20F: 3 clusters Score -1.142953e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -11431967.000000 Penalty: 5689.460449
	Iteration 21Q: 3 clusters Score -1.143197e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -11434364.000000 Penalty: 5689.460449
	Iteration 22Q: 3 clusters Score -1.143436e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -11436292.000000 Penalty: 5689.460449
	Iteration 23Q: 3 clusters Score -1.143629e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -11437582.000000 Penalty: 5689.460449
	Iteration 24Q: 3 clusters Score -1.143758e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92746 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -11438337.000000 Penalty: 5689.460449
	Iteration 25Q: 3 clusters Score -1.143834e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93634 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -11438816.000000 Penalty: 5689.460449
	Iteration 26Q: 3 clusters Score -1.143882e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -11439136.000000 Penalty: 5689.460449
	Iteration 27Q: 3 clusters Score -1.143914e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94453 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11439320.000000 Penalty: 5689.460449
	Iteration 28Q: 3 clusters Score -1.143932e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94645 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -11439411.000000 Penalty: 5689.460449
	Iteration 29Q: 3 clusters Score -1.143941e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94780 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11439499.000000 Penalty: 5689.460449
	Iteration 30Q: 3 clusters Score -1.14395e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11439567.000000 Penalty: 5689.460449
	Iteration 31Q: 3 clusters Score -1.143957e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94941 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -11439641.000000 Penalty: 5689.460449
	Iteration 32Q: 3 clusters Score -1.143964e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11439665.000000 Penalty: 5689.460449
	Iteration 33Q: 3 clusters Score -1.143966e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95039 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11439694.000000 Penalty: 5689.460449
	Iteration 34Q: 3 clusters Score -1.143969e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95074 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11439704.000000 Penalty: 5689.460449
	Iteration 35Q: 3 clusters Score -1.14397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11439724.000000 Penalty: 5689.460449
	Iteration 36Q: 3 clusters Score -1.143972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -11439730.000000 Penalty: 5689.460449
	Iteration 37Q: 3 clusters Score -1.143973e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11439744.000000 Penalty: 5689.460449
	Iteration 38Q: 3 clusters Score -1.143974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11439772.000000 Penalty: 5689.460449
	Iteration 39Q: 3 clusters Score -1.143977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11439775.000000 Penalty: 5689.460449
	Iteration 40F: 3 clusters Score -1.143978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95161 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11439774.000000 Penalty: 5689.460449
	Iteration 41Q: 3 clusters Score -1.143977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95165 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11439783.000000 Penalty: 5689.460449
	Iteration 42Q: 3 clusters Score -1.143978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95170 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11439788.000000 Penalty: 5689.460449
	Iteration 43Q: 3 clusters Score -1.143979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95177 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -11439794.000000 Penalty: 5689.460449
	Iteration 44Q: 3 clusters Score -1.143979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95178 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -11439788.000000 Penalty: 5689.460449
	Iteration 45Q: 3 clusters Score -1.143979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -11439794.000000 Penalty: 5689.460449
	Iteration 46Q: 3 clusters Score -1.143979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95183 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -11439784.000000 Penalty: 5689.460449
	Iteration 47Q: 3 clusters Score -1.143978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95186 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11439787.000000 Penalty: 5689.460449
	Iteration 48Q: 3 clusters Score -1.143979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95186 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11439787.000000 Penalty: 5689.460449
	Iteration 49Q: 3 clusters Score -1.143979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95186 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11439795.000000 Penalty: 5689.460449
	Iteration 50Q: 3 clusters Score -1.14398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95191 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -11439801.000000 Penalty: 5689.460449
	Iteration 51Q: 3 clusters Score -1.14398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -11439806.000000 Penalty: 5689.460449
	Iteration 52Q: 3 clusters Score -1.143981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95198 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11439812.000000 Penalty: 5689.460449
	Iteration 53Q: 3 clusters Score -1.143981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11439810.000000 Penalty: 5689.460449
	Iteration 54Q: 3 clusters Score -1.143981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95205 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11439808.000000 Penalty: 5689.460449
	Iteration 55Q: 3 clusters Score -1.143981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95206 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11439818.000000 Penalty: 5689.460449
	Iteration 56Q: 3 clusters Score -1.143982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95207 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11439808.000000 Penalty: 5689.460449
	Iteration 57Q: 3 clusters Score -1.143981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95206 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11439821.000000 Penalty: 5689.460449
	Iteration 58Q: 3 clusters Score -1.143982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95204 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11439819.000000 Penalty: 5689.460449
	Iteration 59Q: 3 clusters Score -1.143982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95203 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11439819.000000 Penalty: 5689.460449
	Iteration 60F: 3 clusters Score -1.143982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95204 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11439821.000000 Penalty: 5689.460449
	Iteration 61Q: 3 clusters Score -1.143982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95205 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11439825.000000 Penalty: 5689.460449
	Iteration 62Q: 3 clusters Score -1.143982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95205 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11439825.000000 Penalty: 5689.460449
	Iteration 63F: 3 clusters Score -1.143982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (205814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205814 members 
Entering Unmasked Estep 
Score: -24299880.000000 Penalty: 3034.212402
	Iteration 0F: 2 clusters Score -2.429988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102961 members 
Mstep: Class 2 contains 102853 members 
Entering Unmasked Estep 
Score: -24166372.000000 Penalty: 6068.424805
	Iteration 0F: 3 clusters Score -2.416637e+07 nChanged 98987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 102788 members 
Entering Unmasked Estep 
Score: -24224138.000000 Penalty: 6068.424805
	Iteration 1F: 3 clusters Score -2.422414e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103072 members 
Mstep: Class 2 contains 102742 members 
Entering Unmasked Estep 
Score: -24225404.000000 Penalty: 6068.424805
	Iteration 2Q: 3 clusters Score -2.42254e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 102645 members 
Entering Unmasked Estep 
Score: -24226782.000000 Penalty: 6068.424805
	Iteration 3Q: 3 clusters Score -2.422678e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103165 members 
Mstep: Class 2 contains 102649 members 
Entering Unmasked Estep 
Score: -24228792.000000 Penalty: 6068.424805
	Iteration 4Q: 3 clusters Score -2.422879e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 102631 members 
Entering Unmasked Estep 
Score: -24231754.000000 Penalty: 6068.424805
	Iteration 5Q: 3 clusters Score -2.423175e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 102542 members 
Entering Unmasked Estep 
Score: -24235616.000000 Penalty: 6068.424805
	Iteration 6Q: 3 clusters Score -2.423562e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103656 members 
Mstep: Class 2 contains 102158 members 
Entering Unmasked Estep 
Score: -24241170.000000 Penalty: 6068.424805
	Iteration 7Q: 3 clusters Score -2.424117e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104149 members 
Mstep: Class 2 contains 101665 members 
Entering Unmasked Estep 
Score: -24248732.000000 Penalty: 6068.424805
	Iteration 8F: 3 clusters Score -2.424873e+07 nChanged 12481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104762 members 
Mstep: Class 2 contains 101052 members 
Entering Unmasked Estep 
Score: -24257176.000000 Penalty: 6068.424805
	Iteration 9F: 3 clusters Score -2.425718e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105147 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -24263218.000000 Penalty: 6068.424805
	Iteration 10F: 3 clusters Score -2.426322e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 100438 members 
Entering Unmasked Estep 
Score: -24265462.000000 Penalty: 6068.424805
	Iteration 11Q: 3 clusters Score -2.426546e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105681 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -24265752.000000 Penalty: 6068.424805
	Iteration 12Q: 3 clusters Score -2.426575e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105999 members 
Mstep: Class 2 contains 99815 members 
Entering Unmasked Estep 
Score: -24265982.000000 Penalty: 6068.424805
	Iteration 13Q: 3 clusters Score -2.426598e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106394 members 
Mstep: Class 2 contains 99420 members 
Entering Unmasked Estep 
Score: -24266062.000000 Penalty: 6068.424805
	Iteration 14Q: 3 clusters Score -2.426606e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106831 members 
Mstep: Class 2 contains 98983 members 
Entering Unmasked Estep 
Score: -24266322.000000 Penalty: 6068.424805
	Iteration 15Q: 3 clusters Score -2.426632e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107259 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -24266404.000000 Penalty: 6068.424805
	Iteration 16Q: 3 clusters Score -2.42664e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107764 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -24266442.000000 Penalty: 6068.424805
	Iteration 17Q: 3 clusters Score -2.426644e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108319 members 
Mstep: Class 2 contains 97495 members 
Entering Unmasked Estep 
Score: -24266534.000000 Penalty: 6068.424805
	Iteration 18Q: 3 clusters Score -2.426653e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108876 members 
Mstep: Class 2 contains 96938 members 
Entering Unmasked Estep 
Score: -24266638.000000 Penalty: 6068.424805
	Iteration 19Q: 3 clusters Score -2.426664e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109461 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -24266696.000000 Penalty: 6068.424805
	Iteration 20F: 3 clusters Score -2.42667e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 95738 members 
Entering Unmasked Estep 
Score: -24266694.000000 Penalty: 6068.424805
	Iteration 21Q: 3 clusters Score -2.426669e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110774 members 
Mstep: Class 2 contains 95040 members 
Entering Unmasked Estep 
Score: -24266832.000000 Penalty: 6068.424805
	Iteration 22Q: 3 clusters Score -2.426683e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111555 members 
Mstep: Class 2 contains 94259 members 
Entering Unmasked Estep 
Score: -24267008.000000 Penalty: 6068.424805
	Iteration 23Q: 3 clusters Score -2.426701e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112416 members 
Mstep: Class 2 contains 93398 members 
Entering Unmasked Estep 
Score: -24267050.000000 Penalty: 6068.424805
	Iteration 24Q: 3 clusters Score -2.426705e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113286 members 
Mstep: Class 2 contains 92528 members 
Entering Unmasked Estep 
Score: -24267164.000000 Penalty: 6068.424805
	Iteration 25Q: 3 clusters Score -2.426716e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114200 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -24267412.000000 Penalty: 6068.424805
	Iteration 26Q: 3 clusters Score -2.426741e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115156 members 
Mstep: Class 2 contains 90658 members 
Entering Unmasked Estep 
Score: -24267554.000000 Penalty: 6068.424805
	Iteration 27Q: 3 clusters Score -2.426755e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116178 members 
Mstep: Class 2 contains 89636 members 
Entering Unmasked Estep 
Score: -24267774.000000 Penalty: 6068.424805
	Iteration 28Q: 3 clusters Score -2.426777e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117231 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -24267918.000000 Penalty: 6068.424805
	Iteration 29Q: 3 clusters Score -2.426792e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118398 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -24268120.000000 Penalty: 6068.424805
	Iteration 30Q: 3 clusters Score -2.426812e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119672 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -24268320.000000 Penalty: 6068.424805
	Iteration 31Q: 3 clusters Score -2.426832e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121053 members 
Mstep: Class 2 contains 84761 members 
Entering Unmasked Estep 
Score: -24268390.000000 Penalty: 6068.424805
	Iteration 32Q: 3 clusters Score -2.426839e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122590 members 
Mstep: Class 2 contains 83224 members 
Entering Unmasked Estep 
Score: -24268676.000000 Penalty: 6068.424805
	Iteration 33Q: 3 clusters Score -2.426868e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124218 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -24269032.000000 Penalty: 6068.424805
	Iteration 34Q: 3 clusters Score -2.426903e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125909 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -24269278.000000 Penalty: 6068.424805
	Iteration 35Q: 3 clusters Score -2.426928e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127780 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -24269772.000000 Penalty: 6068.424805
	Iteration 36Q: 3 clusters Score -2.426977e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129732 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -24270154.000000 Penalty: 6068.424805
	Iteration 37Q: 3 clusters Score -2.427015e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131842 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -24270644.000000 Penalty: 6068.424805
	Iteration 38Q: 3 clusters Score -2.427064e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134100 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -24270992.000000 Penalty: 6068.424805
	Iteration 39Q: 3 clusters Score -2.427099e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136574 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -24271532.000000 Penalty: 6068.424805
	Iteration 40F: 3 clusters Score -2.427153e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139166 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -24272050.000000 Penalty: 6068.424805
	Iteration 41Q: 3 clusters Score -2.427205e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141968 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -24272706.000000 Penalty: 6068.424805
	Iteration 42Q: 3 clusters Score -2.427271e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144994 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -24273472.000000 Penalty: 6068.424805
	Iteration 43Q: 3 clusters Score -2.427347e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148348 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -24274430.000000 Penalty: 6068.424805
	Iteration 44Q: 3 clusters Score -2.427443e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151835 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -24275356.000000 Penalty: 6068.424805
	Iteration 45Q: 3 clusters Score -2.427536e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155572 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -24276552.000000 Penalty: 6068.424805
	Iteration 46Q: 3 clusters Score -2.427655e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159473 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -24277648.000000 Penalty: 6068.424805
	Iteration 47Q: 3 clusters Score -2.427765e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163549 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -24279006.000000 Penalty: 6068.424805
	Iteration 48Q: 3 clusters Score -2.427901e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167671 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -24280632.000000 Penalty: 6068.424805
	Iteration 49Q: 3 clusters Score -2.428063e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171806 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -24282226.000000 Penalty: 6068.424805
	Iteration 50Q: 3 clusters Score -2.428223e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175844 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -24284004.000000 Penalty: 6068.424805
	Iteration 51Q: 3 clusters Score -2.4284e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179793 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -24285730.000000 Penalty: 6068.424805
	Iteration 52Q: 3 clusters Score -2.428573e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183654 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -24287756.000000 Penalty: 6068.424805
	Iteration 53Q: 3 clusters Score -2.428776e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187119 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -24289392.000000 Penalty: 6068.424805
	Iteration 54Q: 3 clusters Score -2.428939e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190243 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -24290932.000000 Penalty: 6068.424805
	Iteration 55Q: 3 clusters Score -2.429093e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192920 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -24292636.000000 Penalty: 6068.424805
	Iteration 56Q: 3 clusters Score -2.429264e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195250 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -24294052.000000 Penalty: 6068.424805
	Iteration 57Q: 3 clusters Score -2.429405e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197079 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -24295132.000000 Penalty: 6068.424805
	Iteration 58Q: 3 clusters Score -2.429513e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198460 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -24295928.000000 Penalty: 6068.424805
	Iteration 59Q: 3 clusters Score -2.429593e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199436 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -24296646.000000 Penalty: 6068.424805
	Iteration 60F: 3 clusters Score -2.429665e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200316 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -24297260.000000 Penalty: 6068.424805
	Iteration 61Q: 3 clusters Score -2.429726e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200910 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -24297704.000000 Penalty: 6068.424805
	Iteration 62Q: 3 clusters Score -2.42977e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201364 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -24298038.000000 Penalty: 6068.424805
	Iteration 63Q: 3 clusters Score -2.429804e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201716 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -24298198.000000 Penalty: 6068.424805
	Iteration 64Q: 3 clusters Score -2.42982e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201961 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -24298346.000000 Penalty: 6068.424805
	Iteration 65Q: 3 clusters Score -2.429835e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202128 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -24298446.000000 Penalty: 6068.424805
	Iteration 66Q: 3 clusters Score -2.429845e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202251 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -24298494.000000 Penalty: 6068.424805
	Iteration 67Q: 3 clusters Score -2.429849e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202339 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -24298540.000000 Penalty: 6068.424805
	Iteration 68Q: 3 clusters Score -2.429854e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202397 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -24298494.000000 Penalty: 6068.424805
	Iteration 69Q: 3 clusters Score -2.429849e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202437 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -24298532.000000 Penalty: 6068.424805
	Iteration 70Q: 3 clusters Score -2.429853e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202469 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -24298544.000000 Penalty: 6068.424805
	Iteration 71Q: 3 clusters Score -2.429854e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202502 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -24298516.000000 Penalty: 6068.424805
	Iteration 72Q: 3 clusters Score -2.429852e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202525 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -24298530.000000 Penalty: 6068.424805
	Iteration 73Q: 3 clusters Score -2.429853e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202549 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -24298534.000000 Penalty: 6068.424805
	Iteration 74Q: 3 clusters Score -2.429853e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202564 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -24298536.000000 Penalty: 6068.424805
	Iteration 75Q: 3 clusters Score -2.429854e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202581 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -24298542.000000 Penalty: 6068.424805
	Iteration 76Q: 3 clusters Score -2.429854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202597 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -24298558.000000 Penalty: 6068.424805
	Iteration 77Q: 3 clusters Score -2.429856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202609 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -24298538.000000 Penalty: 6068.424805
	Iteration 78Q: 3 clusters Score -2.429854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202616 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -24298544.000000 Penalty: 6068.424805
	Iteration 79Q: 3 clusters Score -2.429854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202623 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -24298546.000000 Penalty: 6068.424805
	Iteration 80F: 3 clusters Score -2.429855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202630 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -24298528.000000 Penalty: 6068.424805
	Iteration 81Q: 3 clusters Score -2.429853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202632 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -24298530.000000 Penalty: 6068.424805
	Iteration 82Q: 3 clusters Score -2.429853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202633 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -24298530.000000 Penalty: 6068.424805
	Iteration 83Q: 3 clusters Score -2.429853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202636 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -24298534.000000 Penalty: 6068.424805
	Iteration 84Q: 3 clusters Score -2.429853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202641 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -24298538.000000 Penalty: 6068.424805
	Iteration 85Q: 3 clusters Score -2.429854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202645 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -24298526.000000 Penalty: 6068.424805
	Iteration 86Q: 3 clusters Score -2.429853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202650 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -24298512.000000 Penalty: 6068.424805
	Iteration 87Q: 3 clusters Score -2.429851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202659 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -24298512.000000 Penalty: 6068.424805
	Iteration 88Q: 3 clusters Score -2.429851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202664 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -24298540.000000 Penalty: 6068.424805
	Iteration 89Q: 3 clusters Score -2.429854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202668 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -24298536.000000 Penalty: 6068.424805
	Iteration 90Q: 3 clusters Score -2.429854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202672 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -24298516.000000 Penalty: 6068.424805
	Iteration 91Q: 3 clusters Score -2.429852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202678 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -24298542.000000 Penalty: 6068.424805
	Iteration 92Q: 3 clusters Score -2.429854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202682 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -24298526.000000 Penalty: 6068.424805
	Iteration 93Q: 3 clusters Score -2.429853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202682 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -24298536.000000 Penalty: 6068.424805
	Iteration 94Q: 3 clusters Score -2.429854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202684 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -24298542.000000 Penalty: 6068.424805
	Iteration 95Q: 3 clusters Score -2.429854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202690 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -24298528.000000 Penalty: 6068.424805
	Iteration 96Q: 3 clusters Score -2.429853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202698 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -24298546.000000 Penalty: 6068.424805
	Iteration 97Q: 3 clusters Score -2.429855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202700 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -24298548.000000 Penalty: 6068.424805
	Iteration 98Q: 3 clusters Score -2.429855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202701 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -24298528.000000 Penalty: 6068.424805
	Iteration 99Q: 3 clusters Score -2.429853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202702 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -24298528.000000 Penalty: 6068.424805
	Iteration 100F: 3 clusters Score -2.429853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202703 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -24298530.000000 Penalty: 6068.424805
	Iteration 101Q: 3 clusters Score -2.429853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202703 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -24298530.000000 Penalty: 6068.424805
	Iteration 102F: 3 clusters Score -2.429853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Entering Unmasked Estep 
Score: -1171347.750000 Penalty: 2284.758789
	Iteration 0F: 2 clusters Score -1171348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1163715.625000 Penalty: 4569.517578
	Iteration 0F: 3 clusters Score -1163716 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1165856.500000 Penalty: 4569.517578
	Iteration 1F: 3 clusters Score -1165856 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1166144.625000 Penalty: 4569.517578
	Iteration 2F: 3 clusters Score -1166145 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1166337.250000 Penalty: 4569.517578
	Iteration 3Q: 3 clusters Score -1166337 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1166482.375000 Penalty: 4569.517578
	Iteration 4Q: 3 clusters Score -1166482 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1166651.125000 Penalty: 4569.517578
	Iteration 5Q: 3 clusters Score -1166651 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1166849.375000 Penalty: 4569.517578
	Iteration 6Q: 3 clusters Score -1166849 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1167101.250000 Penalty: 4569.517578
	Iteration 7Q: 3 clusters Score -1167101 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1167306.750000 Penalty: 4569.517578
	Iteration 8Q: 3 clusters Score -1167307 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1167535.000000 Penalty: 4569.517578
	Iteration 9Q: 3 clusters Score -1167535 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1167756.875000 Penalty: 4569.517578
	Iteration 10Q: 3 clusters Score -1167757 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1167959.375000 Penalty: 4569.517578
	Iteration 11Q: 3 clusters Score -1167959 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1168113.625000 Penalty: 4569.517578
	Iteration 12Q: 3 clusters Score -1168114 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1168240.500000 Penalty: 4569.517578
	Iteration 13Q: 3 clusters Score -1168240 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1168361.875000 Penalty: 4569.517578
	Iteration 14Q: 3 clusters Score -1168362 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1168483.375000 Penalty: 4569.517578
	Iteration 15Q: 3 clusters Score -1168483 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1168602.125000 Penalty: 4569.517578
	Iteration 16Q: 3 clusters Score -1168602 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1168732.375000 Penalty: 4569.517578
	Iteration 17Q: 3 clusters Score -1168732 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1168876.500000 Penalty: 4569.517578
	Iteration 18Q: 3 clusters Score -1168876 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1168987.375000 Penalty: 4569.517578
	Iteration 19Q: 3 clusters Score -1168987 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1169095.125000 Penalty: 4569.517578
	Iteration 20F: 3 clusters Score -1169095 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1169197.750000 Penalty: 4569.517578
	Iteration 21Q: 3 clusters Score -1169198 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1169302.250000 Penalty: 4569.517578
	Iteration 22Q: 3 clusters Score -1169302 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1169402.625000 Penalty: 4569.517578
	Iteration 23Q: 3 clusters Score -1169403 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1169508.250000 Penalty: 4569.517578
	Iteration 24Q: 3 clusters Score -1169508 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1169579.500000 Penalty: 4569.517578
	Iteration 25Q: 3 clusters Score -1169580 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1169632.625000 Penalty: 4569.517578
	Iteration 26Q: 3 clusters Score -1169633 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1169682.250000 Penalty: 4569.517578
	Iteration 27Q: 3 clusters Score -1169682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1169719.375000 Penalty: 4569.517578
	Iteration 28Q: 3 clusters Score -1169719 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1169750.000000 Penalty: 4569.517578
	Iteration 29Q: 3 clusters Score -1169750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1169763.750000 Penalty: 4569.517578
	Iteration 30Q: 3 clusters Score -1169764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1169780.250000 Penalty: 4569.517578
	Iteration 31Q: 3 clusters Score -1169780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1169795.000000 Penalty: 4569.517578
	Iteration 32Q: 3 clusters Score -1169795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1169809.250000 Penalty: 4569.517578
	Iteration 33Q: 3 clusters Score -1169809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1169825.750000 Penalty: 4569.517578
	Iteration 34Q: 3 clusters Score -1169826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1169840.125000 Penalty: 4569.517578
	Iteration 35Q: 3 clusters Score -1169840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1169855.000000 Penalty: 4569.517578
	Iteration 36Q: 3 clusters Score -1169855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1169869.000000 Penalty: 4569.517578
	Iteration 37Q: 3 clusters Score -1169869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1169881.750000 Penalty: 4569.517578
	Iteration 38Q: 3 clusters Score -1169882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1169898.875000 Penalty: 4569.517578
	Iteration 39Q: 3 clusters Score -1169899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1169917.500000 Penalty: 4569.517578
	Iteration 40F: 3 clusters Score -1169918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1169931.375000 Penalty: 4569.517578
	Iteration 41Q: 3 clusters Score -1169931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1169948.000000 Penalty: 4569.517578
	Iteration 42Q: 3 clusters Score -1169948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1169969.000000 Penalty: 4569.517578
	Iteration 43Q: 3 clusters Score -1169969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1169985.375000 Penalty: 4569.517578
	Iteration 44Q: 3 clusters Score -1169985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1169998.625000 Penalty: 4569.517578
	Iteration 45Q: 3 clusters Score -1169999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1170014.375000 Penalty: 4569.517578
	Iteration 46Q: 3 clusters Score -1170014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1170025.625000 Penalty: 4569.517578
	Iteration 47Q: 3 clusters Score -1170026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1170034.750000 Penalty: 4569.517578
	Iteration 48Q: 3 clusters Score -1170035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1170036.375000 Penalty: 4569.517578
	Iteration 49Q: 3 clusters Score -1170036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1170036.625000 Penalty: 4569.517578
	Iteration 50Q: 3 clusters Score -1170037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1170038.375000 Penalty: 4569.517578
	Iteration 51Q: 3 clusters Score -1170038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1170040.750000 Penalty: 4569.517578
	Iteration 52Q: 3 clusters Score -1170041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1170042.500000 Penalty: 4569.517578
	Iteration 53Q: 3 clusters Score -1170042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1170047.125000 Penalty: 4569.517578
	Iteration 54Q: 3 clusters Score -1170047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1170047.875000 Penalty: 4569.517578
	Iteration 55Q: 3 clusters Score -1170048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1170047.750000 Penalty: 4569.517578
	Iteration 56Q: 3 clusters Score -1170048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1170048.875000 Penalty: 4569.517578
	Iteration 57Q: 3 clusters Score -1170049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1170048.875000 Penalty: 4569.517578
	Iteration 58Q: 3 clusters Score -1170049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1170049.000000 Penalty: 4569.517578
	Iteration 59Q: 3 clusters Score -1170049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1170049.000000 Penalty: 4569.517578
	Iteration 60F: 3 clusters Score -1170049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Entering Unmasked Estep 
Score: -8216617.500000 Penalty: 2764.279053
	Iteration 0F: 2 clusters Score -8216618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -8170080.500000 Penalty: 5528.558105
	Iteration 0F: 3 clusters Score -8170080 nChanged 32610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -8189445.000000 Penalty: 5528.558105
	Iteration 1F: 3 clusters Score -8189445 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -8191382.000000 Penalty: 5528.558105
	Iteration 2F: 3 clusters Score -8191382 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -8193852.500000 Penalty: 5528.558105
	Iteration 3F: 3 clusters Score -8193852 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -8196639.500000 Penalty: 5528.558105
	Iteration 4F: 3 clusters Score -8196640 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -8199476.000000 Penalty: 5528.558105
	Iteration 5F: 3 clusters Score -8199476 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -8202456.500000 Penalty: 5528.558105
	Iteration 6F: 3 clusters Score -8202456 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -8205121.000000 Penalty: 5528.558105
	Iteration 7F: 3 clusters Score -8205121 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -8207170.500000 Penalty: 5528.558105
	Iteration 8Q: 3 clusters Score -8207170 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -8208477.500000 Penalty: 5528.558105
	Iteration 9Q: 3 clusters Score -8208478 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -8209343.500000 Penalty: 5528.558105
	Iteration 10Q: 3 clusters Score -8209344 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -8210073.500000 Penalty: 5528.558105
	Iteration 11Q: 3 clusters Score -8210074 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -8210732.500000 Penalty: 5528.558105
	Iteration 12Q: 3 clusters Score -8210732 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -8211298.500000 Penalty: 5528.558105
	Iteration 13Q: 3 clusters Score -8211298 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -8211852.000000 Penalty: 5528.558105
	Iteration 14Q: 3 clusters Score -8211852 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -8212236.500000 Penalty: 5528.558105
	Iteration 15Q: 3 clusters Score -8212236 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -8212684.500000 Penalty: 5528.558105
	Iteration 16Q: 3 clusters Score -8212684 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -8213044.000000 Penalty: 5528.558105
	Iteration 17Q: 3 clusters Score -8213044 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -8213488.500000 Penalty: 5528.558105
	Iteration 18Q: 3 clusters Score -8213488 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -8213790.000000 Penalty: 5528.558105
	Iteration 19Q: 3 clusters Score -8213790 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -8214201.500000 Penalty: 5528.558105
	Iteration 20F: 3 clusters Score -8214202 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -8214630.500000 Penalty: 5528.558105
	Iteration 21Q: 3 clusters Score -8214630 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -8214950.500000 Penalty: 5528.558105
	Iteration 22Q: 3 clusters Score -8214950 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -8215291.000000 Penalty: 5528.558105
	Iteration 23Q: 3 clusters Score -8215291 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -8215620.000000 Penalty: 5528.558105
	Iteration 24Q: 3 clusters Score -8215620 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -8215913.000000 Penalty: 5528.558105
	Iteration 25Q: 3 clusters Score -8215913 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -8216192.000000 Penalty: 5528.558105
	Iteration 26Q: 3 clusters Score -8216192 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -8216401.000000 Penalty: 5528.558105
	Iteration 27Q: 3 clusters Score -8216401 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -8216543.000000 Penalty: 5528.558105
	Iteration 28Q: 3 clusters Score -8216543 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -8216641.500000 Penalty: 5528.558105
	Iteration 29Q: 3 clusters Score -8216642 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -8216721.500000 Penalty: 5528.558105
	Iteration 30Q: 3 clusters Score -8216722 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -8216796.500000 Penalty: 5528.558105
	Iteration 31Q: 3 clusters Score -8216796 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -8216812.000000 Penalty: 5528.558105
	Iteration 32Q: 3 clusters Score -8216812 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -8216821.500000 Penalty: 5528.558105
	Iteration 33Q: 3 clusters Score -8216822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -8216853.500000 Penalty: 5528.558105
	Iteration 34Q: 3 clusters Score -8216854 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -8216866.000000 Penalty: 5528.558105
	Iteration 35Q: 3 clusters Score -8216866 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -8216892.000000 Penalty: 5528.558105
	Iteration 36Q: 3 clusters Score -8216892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -8216903.500000 Penalty: 5528.558105
	Iteration 37Q: 3 clusters Score -8216904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -8216903.500000 Penalty: 5528.558105
	Iteration 38Q: 3 clusters Score -8216904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -8216914.000000 Penalty: 5528.558105
	Iteration 39Q: 3 clusters Score -8216914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -8216924.000000 Penalty: 5528.558105
	Iteration 40F: 3 clusters Score -8216924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -8216919.000000 Penalty: 5528.558105
	Iteration 41Q: 3 clusters Score -8216919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -8216915.000000 Penalty: 5528.558105
	Iteration 42Q: 3 clusters Score -8216915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -8216922.500000 Penalty: 5528.558105
	Iteration 43Q: 3 clusters Score -8216922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -8216912.500000 Penalty: 5528.558105
	Iteration 44Q: 3 clusters Score -8216912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 64851 members 
Entering Unmasked Estep 
Score: -8216914.000000 Penalty: 5528.558105
	Iteration 45Q: 3 clusters Score -8216914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -8216911.500000 Penalty: 5528.558105
	Iteration 46Q: 3 clusters Score -8216912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -8216918.500000 Penalty: 5528.558105
	Iteration 47Q: 3 clusters Score -8216918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -8216913.500000 Penalty: 5528.558105
	Iteration 48Q: 3 clusters Score -8216914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -8216915.500000 Penalty: 5528.558105
	Iteration 49Q: 3 clusters Score -8216916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -8216912.000000 Penalty: 5528.558105
	Iteration 50Q: 3 clusters Score -8216912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 64871 members 
Entering Unmasked Estep 
Score: -8216916.000000 Penalty: 5528.558105
	Iteration 51Q: 3 clusters Score -8216916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -8216911.000000 Penalty: 5528.558105
	Iteration 52Q: 3 clusters Score -8216911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -8216914.500000 Penalty: 5528.558105
	Iteration 53Q: 3 clusters Score -8216914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -8216911.500000 Penalty: 5528.558105
	Iteration 54Q: 3 clusters Score -8216912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -8216913.500000 Penalty: 5528.558105
	Iteration 55Q: 3 clusters Score -8216914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -8216913.500000 Penalty: 5528.558105
	Iteration 56Q: 3 clusters Score -8216914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -8216913.500000 Penalty: 5528.558105
	Iteration 57F: 3 clusters Score -8216914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 178682 members 
Mstep: Class 3 contains 49586 members 
Mstep: Class 4 contains 13431 members 
Mstep: Class 5 contains 4229 members 
Mstep: Class 6 contains 9755 members 
Mstep: Class 7 contains 29403 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 37381 members 
Mstep: Class 10 contains 13603 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62215 members 
Mstep: Class 13 contains 95864 members 
Mstep: Class 14 contains 205814 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 4426 members 
Mstep: Class 17 contains 33569 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11425 members 
Mstep: Class 20 contains 37846 members 
Mstep: Class 21 contains 11564 members 
Mstep: Class 22 contains 158217 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 18044 members 
Mstep: Class 27 contains 36852 members 
Mstep: Class 28 contains 223376 members 
Mstep: Class 29 contains 64880 members 
Entering Unmasked Estep 
Score: -156045856.000000 Penalty: 101497.804688
Splitting cluster 16 changes total score from -156045392.000000 to -156045856.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (33569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Entering Unmasked Estep 
Score: -4027504.500000 Penalty: 2584.496826
	Iteration 0F: 2 clusters Score -4027504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -4004787.250000 Penalty: 5168.993652
	Iteration 0F: 3 clusters Score -4004787 nChanged 15156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -4013900.750000 Penalty: 5168.993652
	Iteration 1F: 3 clusters Score -4013901 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4015262.500000 Penalty: 5168.993652
	Iteration 2F: 3 clusters Score -4015262 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -4016971.750000 Penalty: 5168.993652
	Iteration 3F: 3 clusters Score -4016972 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -4019031.500000 Penalty: 5168.993652
	Iteration 4F: 3 clusters Score -4019032 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -4021223.250000 Penalty: 5168.993652
	Iteration 5F: 3 clusters Score -4021223 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -4022999.250000 Penalty: 5168.993652
	Iteration 6F: 3 clusters Score -4022999 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -4024089.250000 Penalty: 5168.993652
	Iteration 7Q: 3 clusters Score -4024089 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -4024621.000000 Penalty: 5168.993652
	Iteration 8Q: 3 clusters Score -4024621 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -4024867.000000 Penalty: 5168.993652
	Iteration 9Q: 3 clusters Score -4024867 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -4025022.750000 Penalty: 5168.993652
	Iteration 10Q: 3 clusters Score -4025023 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -4025134.250000 Penalty: 5168.993652
	Iteration 11Q: 3 clusters Score -4025134 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -4025227.000000 Penalty: 5168.993652
	Iteration 12Q: 3 clusters Score -4025227 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -4025330.250000 Penalty: 5168.993652
	Iteration 13Q: 3 clusters Score -4025330 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -4025415.250000 Penalty: 5168.993652
	Iteration 14Q: 3 clusters Score -4025415 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -4025497.250000 Penalty: 5168.993652
	Iteration 15Q: 3 clusters Score -4025497 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -4025560.000000 Penalty: 5168.993652
	Iteration 16Q: 3 clusters Score -4025560 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -4025630.000000 Penalty: 5168.993652
	Iteration 17Q: 3 clusters Score -4025630 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -4025684.500000 Penalty: 5168.993652
	Iteration 18Q: 3 clusters Score -4025684 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -4025726.250000 Penalty: 5168.993652
	Iteration 19Q: 3 clusters Score -4025726 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -4025772.500000 Penalty: 5168.993652
	Iteration 20F: 3 clusters Score -4025772 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -4025811.500000 Penalty: 5168.993652
	Iteration 21Q: 3 clusters Score -4025812 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -4025841.000000 Penalty: 5168.993652
	Iteration 22Q: 3 clusters Score -4025841 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -4025859.750000 Penalty: 5168.993652
	Iteration 23Q: 3 clusters Score -4025860 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -4025878.500000 Penalty: 5168.993652
	Iteration 24Q: 3 clusters Score -4025878 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4025896.000000 Penalty: 5168.993652
	Iteration 25Q: 3 clusters Score -4025896 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -4025904.750000 Penalty: 5168.993652
	Iteration 26Q: 3 clusters Score -4025905 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4025928.500000 Penalty: 5168.993652
	Iteration 27Q: 3 clusters Score -4025928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4025935.750000 Penalty: 5168.993652
	Iteration 28Q: 3 clusters Score -4025936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -4025946.250000 Penalty: 5168.993652
	Iteration 29Q: 3 clusters Score -4025946 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -4025950.000000 Penalty: 5168.993652
	Iteration 30Q: 3 clusters Score -4025950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -4025964.750000 Penalty: 5168.993652
	Iteration 31Q: 3 clusters Score -4025965 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -4025975.000000 Penalty: 5168.993652
	Iteration 32Q: 3 clusters Score -4025975 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -4025988.750000 Penalty: 5168.993652
	Iteration 33Q: 3 clusters Score -4025989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4025984.750000 Penalty: 5168.993652
	Iteration 34Q: 3 clusters Score -4025985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -4025986.750000 Penalty: 5168.993652
	Iteration 35Q: 3 clusters Score -4025987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -4026006.750000 Penalty: 5168.993652
	Iteration 36Q: 3 clusters Score -4026007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -4026011.500000 Penalty: 5168.993652
	Iteration 37Q: 3 clusters Score -4026012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4026008.000000 Penalty: 5168.993652
	Iteration 38Q: 3 clusters Score -4026008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4026005.250000 Penalty: 5168.993652
	Iteration 39Q: 3 clusters Score -4026005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4026015.000000 Penalty: 5168.993652
	Iteration 40F: 3 clusters Score -4026015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4026016.750000 Penalty: 5168.993652
	Iteration 41Q: 3 clusters Score -4026017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4026018.000000 Penalty: 5168.993652
	Iteration 42Q: 3 clusters Score -4026018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -4026016.750000 Penalty: 5168.993652
	Iteration 43Q: 3 clusters Score -4026017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4026009.750000 Penalty: 5168.993652
	Iteration 44Q: 3 clusters Score -4026010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4026010.750000 Penalty: 5168.993652
	Iteration 45Q: 3 clusters Score -4026011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4026012.000000 Penalty: 5168.993652
	Iteration 46Q: 3 clusters Score -4026012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4026007.500000 Penalty: 5168.993652
	Iteration 47Q: 3 clusters Score -4026008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4026009.000000 Penalty: 5168.993652
	Iteration 48Q: 3 clusters Score -4026009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4026009.000000 Penalty: 5168.993652
	Iteration 49Q: 3 clusters Score -4026009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4026007.750000 Penalty: 5168.993652
	Iteration 50Q: 3 clusters Score -4026008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4026014.750000 Penalty: 5168.993652
	Iteration 51Q: 3 clusters Score -4026015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4026018.000000 Penalty: 5168.993652
	Iteration 52Q: 3 clusters Score -4026018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -4026011.000000 Penalty: 5168.993652
	Iteration 53Q: 3 clusters Score -4026011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4026009.000000 Penalty: 5168.993652
	Iteration 54Q: 3 clusters Score -4026009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4026016.500000 Penalty: 5168.993652
	Iteration 55Q: 3 clusters Score -4026016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4026010.000000 Penalty: 5168.993652
	Iteration 56Q: 3 clusters Score -4026010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4026016.750000 Penalty: 5168.993652
	Iteration 57Q: 3 clusters Score -4026017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4026016.250000 Penalty: 5168.993652
	Iteration 58Q: 3 clusters Score -4026016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4026016.750000 Penalty: 5168.993652
	Iteration 59Q: 3 clusters Score -4026017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4026021.750000 Penalty: 5168.993652
	Iteration 60F: 3 clusters Score -4026022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4026026.250000 Penalty: 5168.993652
	Iteration 61Q: 3 clusters Score -4026026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4026028.250000 Penalty: 5168.993652
	Iteration 62Q: 3 clusters Score -4026028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4026028.250000 Penalty: 5168.993652
	Iteration 63Q: 3 clusters Score -4026028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4026028.250000 Penalty: 5168.993652
	Iteration 64Q: 3 clusters Score -4026028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4026028.250000 Penalty: 5168.993652
	Iteration 65F: 3 clusters Score -4026028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Entering Unmasked Estep 
Score: -569363.750000 Penalty: 2121.990479
	Iteration 0F: 2 clusters Score -569363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -564764.687500 Penalty: 4243.980957
	Iteration 0F: 3 clusters Score -564764.7 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -566029.000000 Penalty: 4243.980957
	Iteration 1F: 3 clusters Score -566029 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -566431.687500 Penalty: 4243.980957
	Iteration 2F: 3 clusters Score -566431.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -566763.625000 Penalty: 4243.980957
	Iteration 3F: 3 clusters Score -566763.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -567079.062500 Penalty: 4243.980957
	Iteration 4F: 3 clusters Score -567079.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -567364.562500 Penalty: 4243.980957
	Iteration 5F: 3 clusters Score -567364.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -567683.500000 Penalty: 4243.980957
	Iteration 6F: 3 clusters Score -567683.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -567928.687500 Penalty: 4243.980957
	Iteration 7F: 3 clusters Score -567928.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -568066.937500 Penalty: 4243.980957
	Iteration 8Q: 3 clusters Score -568066.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -568159.062500 Penalty: 4243.980957
	Iteration 9Q: 3 clusters Score -568159.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -568211.062500 Penalty: 4243.980957
	Iteration 10Q: 3 clusters Score -568211.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -568237.125000 Penalty: 4243.980957
	Iteration 11Q: 3 clusters Score -568237.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -568255.187500 Penalty: 4243.980957
	Iteration 12Q: 3 clusters Score -568255.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -568264.750000 Penalty: 4243.980957
	Iteration 13Q: 3 clusters Score -568264.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -568274.562500 Penalty: 4243.980957
	Iteration 14Q: 3 clusters Score -568274.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -568282.687500 Penalty: 4243.980957
	Iteration 15Q: 3 clusters Score -568282.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -568291.500000 Penalty: 4243.980957
	Iteration 16Q: 3 clusters Score -568291.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -568296.250000 Penalty: 4243.980957
	Iteration 17Q: 3 clusters Score -568296.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -568303.625000 Penalty: 4243.980957
	Iteration 18Q: 3 clusters Score -568303.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -568309.437500 Penalty: 4243.980957
	Iteration 19Q: 3 clusters Score -568309.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -568313.500000 Penalty: 4243.980957
	Iteration 20F: 3 clusters Score -568313.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -568317.000000 Penalty: 4243.980957
	Iteration 21Q: 3 clusters Score -568317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -568321.562500 Penalty: 4243.980957
	Iteration 22Q: 3 clusters Score -568321.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -568325.562500 Penalty: 4243.980957
	Iteration 23Q: 3 clusters Score -568325.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -568328.812500 Penalty: 4243.980957
	Iteration 24Q: 3 clusters Score -568328.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -568331.625000 Penalty: 4243.980957
	Iteration 25Q: 3 clusters Score -568331.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -568335.250000 Penalty: 4243.980957
	Iteration 26Q: 3 clusters Score -568335.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -568339.000000 Penalty: 4243.980957
	Iteration 27Q: 3 clusters Score -568339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -568342.937500 Penalty: 4243.980957
	Iteration 28Q: 3 clusters Score -568342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -568344.500000 Penalty: 4243.980957
	Iteration 29Q: 3 clusters Score -568344.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -568348.187500 Penalty: 4243.980957
	Iteration 30Q: 3 clusters Score -568348.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -568352.000000 Penalty: 4243.980957
	Iteration 31Q: 3 clusters Score -568352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -568358.187500 Penalty: 4243.980957
	Iteration 32Q: 3 clusters Score -568358.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -568364.875000 Penalty: 4243.980957
	Iteration 33Q: 3 clusters Score -568364.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -568369.187500 Penalty: 4243.980957
	Iteration 34Q: 3 clusters Score -568369.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -568375.812500 Penalty: 4243.980957
	Iteration 35Q: 3 clusters Score -568375.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -568381.062500 Penalty: 4243.980957
	Iteration 36Q: 3 clusters Score -568381.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -568386.312500 Penalty: 4243.980957
	Iteration 37Q: 3 clusters Score -568386.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -568391.312500 Penalty: 4243.980957
	Iteration 38Q: 3 clusters Score -568391.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -568393.312500 Penalty: 4243.980957
	Iteration 39Q: 3 clusters Score -568393.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -568395.437500 Penalty: 4243.980957
	Iteration 40F: 3 clusters Score -568395.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -568396.625000 Penalty: 4243.980957
	Iteration 41Q: 3 clusters Score -568396.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -568398.750000 Penalty: 4243.980957
	Iteration 42Q: 3 clusters Score -568398.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -568400.000000 Penalty: 4243.980957
	Iteration 43Q: 3 clusters Score -568400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -568402.937500 Penalty: 4243.980957
	Iteration 44Q: 3 clusters Score -568402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -568403.937500 Penalty: 4243.980957
	Iteration 45Q: 3 clusters Score -568403.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -568404.625000 Penalty: 4243.980957
	Iteration 46Q: 3 clusters Score -568404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -568404.625000 Penalty: 4243.980957
	Iteration 47F: 3 clusters Score -568404.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Entering Unmasked Estep 
Score: -1346181.125000 Penalty: 2317.202637
	Iteration 0F: 2 clusters Score -1346181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1337610.250000 Penalty: 4634.405273
	Iteration 0F: 3 clusters Score -1337610 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1340254.375000 Penalty: 4634.405273
	Iteration 1F: 3 clusters Score -1340254 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1340614.625000 Penalty: 4634.405273
	Iteration 2F: 3 clusters Score -1340615 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1340853.125000 Penalty: 4634.405273
	Iteration 3Q: 3 clusters Score -1340853 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1341080.625000 Penalty: 4634.405273
	Iteration 4Q: 3 clusters Score -1341081 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1341271.375000 Penalty: 4634.405273
	Iteration 5Q: 3 clusters Score -1341271 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1341426.500000 Penalty: 4634.405273
	Iteration 6Q: 3 clusters Score -1341426 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1341567.500000 Penalty: 4634.405273
	Iteration 7Q: 3 clusters Score -1341568 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1341699.500000 Penalty: 4634.405273
	Iteration 8Q: 3 clusters Score -1341700 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1341844.375000 Penalty: 4634.405273
	Iteration 9Q: 3 clusters Score -1341844 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1342024.250000 Penalty: 4634.405273
	Iteration 10Q: 3 clusters Score -1342024 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1342190.625000 Penalty: 4634.405273
	Iteration 11Q: 3 clusters Score -1342191 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1342344.250000 Penalty: 4634.405273
	Iteration 12Q: 3 clusters Score -1342344 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1342518.750000 Penalty: 4634.405273
	Iteration 13Q: 3 clusters Score -1342519 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1342682.250000 Penalty: 4634.405273
	Iteration 14Q: 3 clusters Score -1342682 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1342865.500000 Penalty: 4634.405273
	Iteration 15Q: 3 clusters Score -1342866 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1343064.500000 Penalty: 4634.405273
	Iteration 16Q: 3 clusters Score -1343064 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1343263.500000 Penalty: 4634.405273
	Iteration 17Q: 3 clusters Score -1343264 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1343464.500000 Penalty: 4634.405273
	Iteration 18Q: 3 clusters Score -1343464 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1343635.000000 Penalty: 4634.405273
	Iteration 19Q: 3 clusters Score -1343635 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1343803.750000 Penalty: 4634.405273
	Iteration 20F: 3 clusters Score -1343804 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1343942.125000 Penalty: 4634.405273
	Iteration 21Q: 3 clusters Score -1343942 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1344063.375000 Penalty: 4634.405273
	Iteration 22Q: 3 clusters Score -1344063 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1344140.875000 Penalty: 4634.405273
	Iteration 23Q: 3 clusters Score -1344141 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1344179.625000 Penalty: 4634.405273
	Iteration 24Q: 3 clusters Score -1344180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1344222.625000 Penalty: 4634.405273
	Iteration 25Q: 3 clusters Score -1344223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1344243.000000 Penalty: 4634.405273
	Iteration 26Q: 3 clusters Score -1344243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1344270.000000 Penalty: 4634.405273
	Iteration 27Q: 3 clusters Score -1344270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1344288.750000 Penalty: 4634.405273
	Iteration 28Q: 3 clusters Score -1344289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1344301.500000 Penalty: 4634.405273
	Iteration 29Q: 3 clusters Score -1344302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1344311.250000 Penalty: 4634.405273
	Iteration 30Q: 3 clusters Score -1344311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1344321.125000 Penalty: 4634.405273
	Iteration 31Q: 3 clusters Score -1344321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1344330.375000 Penalty: 4634.405273
	Iteration 32Q: 3 clusters Score -1344330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1344331.875000 Penalty: 4634.405273
	Iteration 33Q: 3 clusters Score -1344332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1344332.250000 Penalty: 4634.405273
	Iteration 34Q: 3 clusters Score -1344332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1344334.250000 Penalty: 4634.405273
	Iteration 35Q: 3 clusters Score -1344334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1344336.750000 Penalty: 4634.405273
	Iteration 36Q: 3 clusters Score -1344337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1344337.875000 Penalty: 4634.405273
	Iteration 37Q: 3 clusters Score -1344338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1344338.625000 Penalty: 4634.405273
	Iteration 38Q: 3 clusters Score -1344339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1344337.875000 Penalty: 4634.405273
	Iteration 39Q: 3 clusters Score -1344338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1344339.875000 Penalty: 4634.405273
	Iteration 40F: 3 clusters Score -1344340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1344340.375000 Penalty: 4634.405273
	Iteration 41Q: 3 clusters Score -1344340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1344340.375000 Penalty: 4634.405273
	Iteration 42F: 3 clusters Score -1344340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Entering Unmasked Estep 
Score: -4547906.000000 Penalty: 2614.237549
	Iteration 0F: 2 clusters Score -4547906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -4522264.500000 Penalty: 5228.475098
	Iteration 0F: 3 clusters Score -4522264 nChanged 17224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4531815.000000 Penalty: 5228.475098
	Iteration 1F: 3 clusters Score -4531815 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -4532309.500000 Penalty: 5228.475098
	Iteration 2Q: 3 clusters Score -4532310 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -4532801.000000 Penalty: 5228.475098
	Iteration 3Q: 3 clusters Score -4532801 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -4533321.000000 Penalty: 5228.475098
	Iteration 4Q: 3 clusters Score -4533321 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4533933.500000 Penalty: 5228.475098
	Iteration 5Q: 3 clusters Score -4533934 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -4534767.500000 Penalty: 5228.475098
	Iteration 6Q: 3 clusters Score -4534768 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4535847.000000 Penalty: 5228.475098
	Iteration 7Q: 3 clusters Score -4535847 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -4537296.500000 Penalty: 5228.475098
	Iteration 8F: 3 clusters Score -4537296 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4538897.000000 Penalty: 5228.475098
	Iteration 9F: 3 clusters Score -4538897 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -4540603.500000 Penalty: 5228.475098
	Iteration 10F: 3 clusters Score -4540604 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -4541863.500000 Penalty: 5228.475098
	Iteration 11Q: 3 clusters Score -4541864 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -4542699.500000 Penalty: 5228.475098
	Iteration 12Q: 3 clusters Score -4542700 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -4543216.000000 Penalty: 5228.475098
	Iteration 13Q: 3 clusters Score -4543216 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -4543527.500000 Penalty: 5228.475098
	Iteration 14Q: 3 clusters Score -4543528 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -4543727.000000 Penalty: 5228.475098
	Iteration 15Q: 3 clusters Score -4543727 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4543924.000000 Penalty: 5228.475098
	Iteration 16Q: 3 clusters Score -4543924 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -4544078.000000 Penalty: 5228.475098
	Iteration 17Q: 3 clusters Score -4544078 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -4544213.000000 Penalty: 5228.475098
	Iteration 18Q: 3 clusters Score -4544213 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -4544322.000000 Penalty: 5228.475098
	Iteration 19Q: 3 clusters Score -4544322 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -4544425.000000 Penalty: 5228.475098
	Iteration 20F: 3 clusters Score -4544425 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -4544522.500000 Penalty: 5228.475098
	Iteration 21Q: 3 clusters Score -4544522 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4544606.500000 Penalty: 5228.475098
	Iteration 22Q: 3 clusters Score -4544606 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -4544721.500000 Penalty: 5228.475098
	Iteration 23Q: 3 clusters Score -4544722 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4544803.000000 Penalty: 5228.475098
	Iteration 24Q: 3 clusters Score -4544803 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4544892.500000 Penalty: 5228.475098
	Iteration 25Q: 3 clusters Score -4544892 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4544976.500000 Penalty: 5228.475098
	Iteration 26Q: 3 clusters Score -4544976 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4545058.500000 Penalty: 5228.475098
	Iteration 27Q: 3 clusters Score -4545058 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4545123.000000 Penalty: 5228.475098
	Iteration 28Q: 3 clusters Score -4545123 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4545166.500000 Penalty: 5228.475098
	Iteration 29Q: 3 clusters Score -4545166 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4545211.000000 Penalty: 5228.475098
	Iteration 30Q: 3 clusters Score -4545211 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4545271.500000 Penalty: 5228.475098
	Iteration 31Q: 3 clusters Score -4545272 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4545321.500000 Penalty: 5228.475098
	Iteration 32Q: 3 clusters Score -4545322 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4545366.000000 Penalty: 5228.475098
	Iteration 33Q: 3 clusters Score -4545366 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4545405.000000 Penalty: 5228.475098
	Iteration 34Q: 3 clusters Score -4545405 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4545440.500000 Penalty: 5228.475098
	Iteration 35Q: 3 clusters Score -4545440 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4545459.500000 Penalty: 5228.475098
	Iteration 36Q: 3 clusters Score -4545460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4545477.000000 Penalty: 5228.475098
	Iteration 37Q: 3 clusters Score -4545477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4545488.000000 Penalty: 5228.475098
	Iteration 38Q: 3 clusters Score -4545488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4545512.500000 Penalty: 5228.475098
	Iteration 39Q: 3 clusters Score -4545512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4545524.000000 Penalty: 5228.475098
	Iteration 40F: 3 clusters Score -4545524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4545536.000000 Penalty: 5228.475098
	Iteration 41Q: 3 clusters Score -4545536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4545550.500000 Penalty: 5228.475098
	Iteration 42Q: 3 clusters Score -4545550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4545569.500000 Penalty: 5228.475098
	Iteration 43Q: 3 clusters Score -4545570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4545573.500000 Penalty: 5228.475098
	Iteration 44Q: 3 clusters Score -4545574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4545575.500000 Penalty: 5228.475098
	Iteration 45Q: 3 clusters Score -4545576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4545584.000000 Penalty: 5228.475098
	Iteration 46Q: 3 clusters Score -4545584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4545588.000000 Penalty: 5228.475098
	Iteration 47Q: 3 clusters Score -4545588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4545593.500000 Penalty: 5228.475098
	Iteration 48Q: 3 clusters Score -4545594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4545592.000000 Penalty: 5228.475098
	Iteration 49Q: 3 clusters Score -4545592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4545597.000000 Penalty: 5228.475098
	Iteration 50Q: 3 clusters Score -4545597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4545605.500000 Penalty: 5228.475098
	Iteration 51Q: 3 clusters Score -4545606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4545606.500000 Penalty: 5228.475098
	Iteration 52Q: 3 clusters Score -4545606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4545608.500000 Penalty: 5228.475098
	Iteration 53Q: 3 clusters Score -4545608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4545609.500000 Penalty: 5228.475098
	Iteration 54Q: 3 clusters Score -4545610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4545612.500000 Penalty: 5228.475098
	Iteration 55Q: 3 clusters Score -4545612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4545618.000000 Penalty: 5228.475098
	Iteration 56Q: 3 clusters Score -4545618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4545615.000000 Penalty: 5228.475098
	Iteration 57Q: 3 clusters Score -4545615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4545619.000000 Penalty: 5228.475098
	Iteration 58Q: 3 clusters Score -4545619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4545629.500000 Penalty: 5228.475098
	Iteration 59Q: 3 clusters Score -4545630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4545625.000000 Penalty: 5228.475098
	Iteration 60F: 3 clusters Score -4545625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4545626.500000 Penalty: 5228.475098
	Iteration 61Q: 3 clusters Score -4545626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4545623.500000 Penalty: 5228.475098
	Iteration 62Q: 3 clusters Score -4545624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4545626.000000 Penalty: 5228.475098
	Iteration 63Q: 3 clusters Score -4545626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4545628.500000 Penalty: 5228.475098
	Iteration 64Q: 3 clusters Score -4545628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4545628.000000 Penalty: 5228.475098
	Iteration 65Q: 3 clusters Score -4545628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4545623.000000 Penalty: 5228.475098
	Iteration 66Q: 3 clusters Score -4545623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4545623.000000 Penalty: 5228.475098
	Iteration 67F: 3 clusters Score -4545623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Entering Unmasked Estep 
Score: -1351070.000000 Penalty: 2320.201660
	Iteration 0F: 2 clusters Score -1351070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1342368.250000 Penalty: 4640.403320
	Iteration 0F: 3 clusters Score -1342368 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1345059.000000 Penalty: 4640.403320
	Iteration 1F: 3 clusters Score -1345059 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1345452.125000 Penalty: 4640.403320
	Iteration 2F: 3 clusters Score -1345452 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1345758.375000 Penalty: 4640.403320
	Iteration 3F: 3 clusters Score -1345758 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1346024.875000 Penalty: 4640.403320
	Iteration 4Q: 3 clusters Score -1346025 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1346269.125000 Penalty: 4640.403320
	Iteration 5Q: 3 clusters Score -1346269 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1346499.750000 Penalty: 4640.403320
	Iteration 6Q: 3 clusters Score -1346500 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1346739.875000 Penalty: 4640.403320
	Iteration 7Q: 3 clusters Score -1346740 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1346956.500000 Penalty: 4640.403320
	Iteration 8Q: 3 clusters Score -1346956 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1347177.875000 Penalty: 4640.403320
	Iteration 9Q: 3 clusters Score -1347178 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1347418.125000 Penalty: 4640.403320
	Iteration 10Q: 3 clusters Score -1347418 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1347607.500000 Penalty: 4640.403320
	Iteration 11Q: 3 clusters Score -1347608 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1347784.875000 Penalty: 4640.403320
	Iteration 12Q: 3 clusters Score -1347785 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1347953.125000 Penalty: 4640.403320
	Iteration 13Q: 3 clusters Score -1347953 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1348105.750000 Penalty: 4640.403320
	Iteration 14Q: 3 clusters Score -1348106 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1348234.000000 Penalty: 4640.403320
	Iteration 15Q: 3 clusters Score -1348234 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1348352.750000 Penalty: 4640.403320
	Iteration 16Q: 3 clusters Score -1348353 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1348455.125000 Penalty: 4640.403320
	Iteration 17Q: 3 clusters Score -1348455 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1348546.625000 Penalty: 4640.403320
	Iteration 18Q: 3 clusters Score -1348547 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1348642.000000 Penalty: 4640.403320
	Iteration 19Q: 3 clusters Score -1348642 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1348727.625000 Penalty: 4640.403320
	Iteration 20F: 3 clusters Score -1348728 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1348790.375000 Penalty: 4640.403320
	Iteration 21Q: 3 clusters Score -1348790 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1348854.000000 Penalty: 4640.403320
	Iteration 22Q: 3 clusters Score -1348854 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1348912.000000 Penalty: 4640.403320
	Iteration 23Q: 3 clusters Score -1348912 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1348967.125000 Penalty: 4640.403320
	Iteration 24Q: 3 clusters Score -1348967 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1349023.500000 Penalty: 4640.403320
	Iteration 25Q: 3 clusters Score -1349024 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1349067.250000 Penalty: 4640.403320
	Iteration 26Q: 3 clusters Score -1349067 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1349114.625000 Penalty: 4640.403320
	Iteration 27Q: 3 clusters Score -1349115 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1349166.375000 Penalty: 4640.403320
	Iteration 28Q: 3 clusters Score -1349166 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1349226.875000 Penalty: 4640.403320
	Iteration 29Q: 3 clusters Score -1349227 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1349296.125000 Penalty: 4640.403320
	Iteration 30Q: 3 clusters Score -1349296 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1349351.750000 Penalty: 4640.403320
	Iteration 31Q: 3 clusters Score -1349352 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1349403.125000 Penalty: 4640.403320
	Iteration 32Q: 3 clusters Score -1349403 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1349449.375000 Penalty: 4640.403320
	Iteration 33Q: 3 clusters Score -1349449 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1349476.750000 Penalty: 4640.403320
	Iteration 34Q: 3 clusters Score -1349477 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1349497.000000 Penalty: 4640.403320
	Iteration 35Q: 3 clusters Score -1349497 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1349506.125000 Penalty: 4640.403320
	Iteration 36Q: 3 clusters Score -1349506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1349520.750000 Penalty: 4640.403320
	Iteration 37Q: 3 clusters Score -1349521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1349530.125000 Penalty: 4640.403320
	Iteration 38Q: 3 clusters Score -1349530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1349533.375000 Penalty: 4640.403320
	Iteration 39Q: 3 clusters Score -1349533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1349538.375000 Penalty: 4640.403320
	Iteration 40F: 3 clusters Score -1349538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1349539.000000 Penalty: 4640.403320
	Iteration 41Q: 3 clusters Score -1349539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1349537.000000 Penalty: 4640.403320
	Iteration 42Q: 3 clusters Score -1349537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1349538.000000 Penalty: 4640.403320
	Iteration 43Q: 3 clusters Score -1349538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1349540.000000 Penalty: 4640.403320
	Iteration 44Q: 3 clusters Score -1349540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1349542.750000 Penalty: 4640.403320
	Iteration 45Q: 3 clusters Score -1349543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1349543.125000 Penalty: 4640.403320
	Iteration 46Q: 3 clusters Score -1349543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1349543.750000 Penalty: 4640.403320
	Iteration 47Q: 3 clusters Score -1349544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1349543.750000 Penalty: 4640.403320
	Iteration 48Q: 3 clusters Score -1349544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1349542.125000 Penalty: 4640.403320
	Iteration 49Q: 3 clusters Score -1349542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1349544.000000 Penalty: 4640.403320
	Iteration 50Q: 3 clusters Score -1349544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1349548.375000 Penalty: 4640.403320
	Iteration 51Q: 3 clusters Score -1349548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1349545.875000 Penalty: 4640.403320
	Iteration 52Q: 3 clusters Score -1349546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1349544.625000 Penalty: 4640.403320
	Iteration 53Q: 3 clusters Score -1349545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1349544.625000 Penalty: 4640.403320
	Iteration 54Q: 3 clusters Score -1349545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1349545.750000 Penalty: 4640.403320
	Iteration 55Q: 3 clusters Score -1349546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1349544.750000 Penalty: 4640.403320
	Iteration 56Q: 3 clusters Score -1349545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1349544.250000 Penalty: 4640.403320
	Iteration 57Q: 3 clusters Score -1349544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1349544.250000 Penalty: 4640.403320
	Iteration 58F: 3 clusters Score -1349544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (158217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158217 members 
Entering Unmasked Estep 
Score: -18843548.000000 Penalty: 2968.987305
	Iteration 0F: 2 clusters Score -1.884355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79054 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -18738314.000000 Penalty: 5937.974609
	Iteration 0F: 3 clusters Score -1.873831e+07 nChanged 75683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -18782282.000000 Penalty: 5937.974609
	Iteration 1F: 3 clusters Score -1.878228e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -18783140.000000 Penalty: 5937.974609
	Iteration 2Q: 3 clusters Score -1.878314e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -18783922.000000 Penalty: 5937.974609
	Iteration 3Q: 3 clusters Score -1.878392e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -18784652.000000 Penalty: 5937.974609
	Iteration 4Q: 3 clusters Score -1.878465e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -18785714.000000 Penalty: 5937.974609
	Iteration 5Q: 3 clusters Score -1.878571e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -18786470.000000 Penalty: 5937.974609
	Iteration 6Q: 3 clusters Score -1.878647e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78688 members 
Mstep: Class 2 contains 79529 members 
Entering Unmasked Estep 
Score: -18787682.000000 Penalty: 5937.974609
	Iteration 7Q: 3 clusters Score -1.878768e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78255 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -18788996.000000 Penalty: 5937.974609
	Iteration 8Q: 3 clusters Score -1.8789e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 80728 members 
Entering Unmasked Estep 
Score: -18790600.000000 Penalty: 5937.974609
	Iteration 9Q: 3 clusters Score -1.87906e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 81881 members 
Entering Unmasked Estep 
Score: -18792366.000000 Penalty: 5937.974609
	Iteration 10Q: 3 clusters Score -1.879237e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -18794204.000000 Penalty: 5937.974609
	Iteration 11Q: 3 clusters Score -1.87942e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 86218 members 
Entering Unmasked Estep 
Score: -18796450.000000 Penalty: 5937.974609
	Iteration 12Q: 3 clusters Score -1.879645e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 89695 members 
Entering Unmasked Estep 
Score: -18798880.000000 Penalty: 5937.974609
	Iteration 13Q: 3 clusters Score -1.879888e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -18802218.000000 Penalty: 5937.974609
	Iteration 14Q: 3 clusters Score -1.880222e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 100014 members 
Entering Unmasked Estep 
Score: -18806454.000000 Penalty: 5937.974609
	Iteration 15Q: 3 clusters Score -1.880645e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 106134 members 
Entering Unmasked Estep 
Score: -18811274.000000 Penalty: 5937.974609
	Iteration 16F: 3 clusters Score -1.881127e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 112169 members 
Entering Unmasked Estep 
Score: -18816228.000000 Penalty: 5937.974609
	Iteration 17Q: 3 clusters Score -1.881623e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 117431 members 
Entering Unmasked Estep 
Score: -18820408.000000 Penalty: 5937.974609
	Iteration 18Q: 3 clusters Score -1.882041e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 121801 members 
Entering Unmasked Estep 
Score: -18823940.000000 Penalty: 5937.974609
	Iteration 19Q: 3 clusters Score -1.882394e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 125332 members 
Entering Unmasked Estep 
Score: -18826860.000000 Penalty: 5937.974609
	Iteration 20F: 3 clusters Score -1.882686e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 128414 members 
Entering Unmasked Estep 
Score: -18829390.000000 Penalty: 5937.974609
	Iteration 21Q: 3 clusters Score -1.882939e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 131148 members 
Entering Unmasked Estep 
Score: -18831442.000000 Penalty: 5937.974609
	Iteration 22Q: 3 clusters Score -1.883144e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 133441 members 
Entering Unmasked Estep 
Score: -18833338.000000 Penalty: 5937.974609
	Iteration 23Q: 3 clusters Score -1.883334e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 135297 members 
Entering Unmasked Estep 
Score: -18834888.000000 Penalty: 5937.974609
	Iteration 24Q: 3 clusters Score -1.883489e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 136709 members 
Entering Unmasked Estep 
Score: -18836178.000000 Penalty: 5937.974609
	Iteration 25Q: 3 clusters Score -1.883618e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 137763 members 
Entering Unmasked Estep 
Score: -18837042.000000 Penalty: 5937.974609
	Iteration 26Q: 3 clusters Score -1.883704e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 138575 members 
Entering Unmasked Estep 
Score: -18837612.000000 Penalty: 5937.974609
	Iteration 27Q: 3 clusters Score -1.883761e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 139232 members 
Entering Unmasked Estep 
Score: -18838016.000000 Penalty: 5937.974609
	Iteration 28Q: 3 clusters Score -1.883802e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 139748 members 
Entering Unmasked Estep 
Score: -18838318.000000 Penalty: 5937.974609
	Iteration 29Q: 3 clusters Score -1.883832e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 140173 members 
Entering Unmasked Estep 
Score: -18838562.000000 Penalty: 5937.974609
	Iteration 30Q: 3 clusters Score -1.883856e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 140503 members 
Entering Unmasked Estep 
Score: -18838674.000000 Penalty: 5937.974609
	Iteration 31Q: 3 clusters Score -1.883867e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 140826 members 
Entering Unmasked Estep 
Score: -18838746.000000 Penalty: 5937.974609
	Iteration 32Q: 3 clusters Score -1.883875e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 141122 members 
Entering Unmasked Estep 
Score: -18838764.000000 Penalty: 5937.974609
	Iteration 33Q: 3 clusters Score -1.883876e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 141388 members 
Entering Unmasked Estep 
Score: -18838848.000000 Penalty: 5937.974609
	Iteration 34Q: 3 clusters Score -1.883885e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 141643 members 
Entering Unmasked Estep 
Score: -18838970.000000 Penalty: 5937.974609
	Iteration 35Q: 3 clusters Score -1.883897e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 141863 members 
Entering Unmasked Estep 
Score: -18838986.000000 Penalty: 5937.974609
	Iteration 36Q: 3 clusters Score -1.883899e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 142081 members 
Entering Unmasked Estep 
Score: -18838982.000000 Penalty: 5937.974609
	Iteration 37Q: 3 clusters Score -1.883898e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 142289 members 
Entering Unmasked Estep 
Score: -18839068.000000 Penalty: 5937.974609
	Iteration 38Q: 3 clusters Score -1.883907e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 142467 members 
Entering Unmasked Estep 
Score: -18839096.000000 Penalty: 5937.974609
	Iteration 39Q: 3 clusters Score -1.88391e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 142641 members 
Entering Unmasked Estep 
Score: -18839158.000000 Penalty: 5937.974609
	Iteration 40F: 3 clusters Score -1.883916e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 142785 members 
Entering Unmasked Estep 
Score: -18839174.000000 Penalty: 5937.974609
	Iteration 41Q: 3 clusters Score -1.883917e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 142908 members 
Entering Unmasked Estep 
Score: -18839182.000000 Penalty: 5937.974609
	Iteration 42Q: 3 clusters Score -1.883918e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 143039 members 
Entering Unmasked Estep 
Score: -18839184.000000 Penalty: 5937.974609
	Iteration 43Q: 3 clusters Score -1.883918e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 143157 members 
Entering Unmasked Estep 
Score: -18839234.000000 Penalty: 5937.974609
	Iteration 44Q: 3 clusters Score -1.883923e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 143259 members 
Entering Unmasked Estep 
Score: -18839232.000000 Penalty: 5937.974609
	Iteration 45Q: 3 clusters Score -1.883923e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 143349 members 
Entering Unmasked Estep 
Score: -18839240.000000 Penalty: 5937.974609
	Iteration 46Q: 3 clusters Score -1.883924e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 143448 members 
Entering Unmasked Estep 
Score: -18839236.000000 Penalty: 5937.974609
	Iteration 47Q: 3 clusters Score -1.883924e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 143555 members 
Entering Unmasked Estep 
Score: -18839214.000000 Penalty: 5937.974609
	Iteration 48Q: 3 clusters Score -1.883921e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 143680 members 
Entering Unmasked Estep 
Score: -18839256.000000 Penalty: 5937.974609
	Iteration 49Q: 3 clusters Score -1.883926e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 143792 members 
Entering Unmasked Estep 
Score: -18839236.000000 Penalty: 5937.974609
	Iteration 50Q: 3 clusters Score -1.883924e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 143901 members 
Entering Unmasked Estep 
Score: -18839232.000000 Penalty: 5937.974609
	Iteration 51Q: 3 clusters Score -1.883923e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 144011 members 
Entering Unmasked Estep 
Score: -18839250.000000 Penalty: 5937.974609
	Iteration 52Q: 3 clusters Score -1.883925e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 144109 members 
Entering Unmasked Estep 
Score: -18839244.000000 Penalty: 5937.974609
	Iteration 53Q: 3 clusters Score -1.883924e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 144208 members 
Entering Unmasked Estep 
Score: -18839318.000000 Penalty: 5937.974609
	Iteration 54Q: 3 clusters Score -1.883932e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 144292 members 
Entering Unmasked Estep 
Score: -18839334.000000 Penalty: 5937.974609
	Iteration 55Q: 3 clusters Score -1.883933e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 144377 members 
Entering Unmasked Estep 
Score: -18839354.000000 Penalty: 5937.974609
	Iteration 56Q: 3 clusters Score -1.883935e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 144449 members 
Entering Unmasked Estep 
Score: -18839364.000000 Penalty: 5937.974609
	Iteration 57Q: 3 clusters Score -1.883936e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 144534 members 
Entering Unmasked Estep 
Score: -18839334.000000 Penalty: 5937.974609
	Iteration 58Q: 3 clusters Score -1.883933e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 144633 members 
Entering Unmasked Estep 
Score: -18839374.000000 Penalty: 5937.974609
	Iteration 59Q: 3 clusters Score -1.883937e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 144727 members 
Entering Unmasked Estep 
Score: -18839392.000000 Penalty: 5937.974609
	Iteration 60F: 3 clusters Score -1.883939e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 144818 members 
Entering Unmasked Estep 
Score: -18839376.000000 Penalty: 5937.974609
	Iteration 61Q: 3 clusters Score -1.883938e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 144927 members 
Entering Unmasked Estep 
Score: -18839420.000000 Penalty: 5937.974609
	Iteration 62Q: 3 clusters Score -1.883942e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 145033 members 
Entering Unmasked Estep 
Score: -18839472.000000 Penalty: 5937.974609
	Iteration 63Q: 3 clusters Score -1.883947e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 145122 members 
Entering Unmasked Estep 
Score: -18839484.000000 Penalty: 5937.974609
	Iteration 64Q: 3 clusters Score -1.883948e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 145232 members 
Entering Unmasked Estep 
Score: -18839494.000000 Penalty: 5937.974609
	Iteration 65Q: 3 clusters Score -1.883949e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 145338 members 
Entering Unmasked Estep 
Score: -18839502.000000 Penalty: 5937.974609
	Iteration 66Q: 3 clusters Score -1.88395e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 145431 members 
Entering Unmasked Estep 
Score: -18839540.000000 Penalty: 5937.974609
	Iteration 67Q: 3 clusters Score -1.883954e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 145520 members 
Entering Unmasked Estep 
Score: -18839538.000000 Penalty: 5937.974609
	Iteration 68Q: 3 clusters Score -1.883954e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 145595 members 
Entering Unmasked Estep 
Score: -18839498.000000 Penalty: 5937.974609
	Iteration 69Q: 3 clusters Score -1.88395e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 145667 members 
Entering Unmasked Estep 
Score: -18839530.000000 Penalty: 5937.974609
	Iteration 70Q: 3 clusters Score -1.883953e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 145749 members 
Entering Unmasked Estep 
Score: -18839542.000000 Penalty: 5937.974609
	Iteration 71Q: 3 clusters Score -1.883954e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 145814 members 
Entering Unmasked Estep 
Score: -18839518.000000 Penalty: 5937.974609
	Iteration 72Q: 3 clusters Score -1.883952e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 145879 members 
Entering Unmasked Estep 
Score: -18839532.000000 Penalty: 5937.974609
	Iteration 73Q: 3 clusters Score -1.883953e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 145936 members 
Entering Unmasked Estep 
Score: -18839574.000000 Penalty: 5937.974609
	Iteration 74Q: 3 clusters Score -1.883957e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 145993 members 
Entering Unmasked Estep 
Score: -18839548.000000 Penalty: 5937.974609
	Iteration 75Q: 3 clusters Score -1.883955e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 146043 members 
Entering Unmasked Estep 
Score: -18839560.000000 Penalty: 5937.974609
	Iteration 76Q: 3 clusters Score -1.883956e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 146096 members 
Entering Unmasked Estep 
Score: -18839528.000000 Penalty: 5937.974609
	Iteration 77Q: 3 clusters Score -1.883953e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 146159 members 
Entering Unmasked Estep 
Score: -18839562.000000 Penalty: 5937.974609
	Iteration 78Q: 3 clusters Score -1.883956e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 146219 members 
Entering Unmasked Estep 
Score: -18839582.000000 Penalty: 5937.974609
	Iteration 79Q: 3 clusters Score -1.883958e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 146275 members 
Entering Unmasked Estep 
Score: -18839600.000000 Penalty: 5937.974609
	Iteration 80F: 3 clusters Score -1.88396e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 146327 members 
Entering Unmasked Estep 
Score: -18839570.000000 Penalty: 5937.974609
	Iteration 81Q: 3 clusters Score -1.883957e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 146374 members 
Entering Unmasked Estep 
Score: -18839570.000000 Penalty: 5937.974609
	Iteration 82Q: 3 clusters Score -1.883957e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 146437 members 
Entering Unmasked Estep 
Score: -18839602.000000 Penalty: 5937.974609
	Iteration 83Q: 3 clusters Score -1.88396e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 146492 members 
Entering Unmasked Estep 
Score: -18839640.000000 Penalty: 5937.974609
	Iteration 84Q: 3 clusters Score -1.883964e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 146554 members 
Entering Unmasked Estep 
Score: -18839672.000000 Penalty: 5937.974609
	Iteration 85Q: 3 clusters Score -1.883967e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 146609 members 
Entering Unmasked Estep 
Score: -18839676.000000 Penalty: 5937.974609
	Iteration 86Q: 3 clusters Score -1.883968e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -18839674.000000 Penalty: 5937.974609
	Iteration 87Q: 3 clusters Score -1.883967e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 146707 members 
Entering Unmasked Estep 
Score: -18839668.000000 Penalty: 5937.974609
	Iteration 88Q: 3 clusters Score -1.883967e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 146769 members 
Entering Unmasked Estep 
Score: -18839664.000000 Penalty: 5937.974609
	Iteration 89Q: 3 clusters Score -1.883966e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 146830 members 
Entering Unmasked Estep 
Score: -18839682.000000 Penalty: 5937.974609
	Iteration 90Q: 3 clusters Score -1.883968e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 146898 members 
Entering Unmasked Estep 
Score: -18839696.000000 Penalty: 5937.974609
	Iteration 91Q: 3 clusters Score -1.88397e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 146987 members 
Entering Unmasked Estep 
Score: -18839692.000000 Penalty: 5937.974609
	Iteration 92Q: 3 clusters Score -1.883969e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 147090 members 
Entering Unmasked Estep 
Score: -18839720.000000 Penalty: 5937.974609
	Iteration 93Q: 3 clusters Score -1.883972e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 147188 members 
Entering Unmasked Estep 
Score: -18839754.000000 Penalty: 5937.974609
	Iteration 94Q: 3 clusters Score -1.883975e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -18839788.000000 Penalty: 5937.974609
	Iteration 95Q: 3 clusters Score -1.883979e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 147389 members 
Entering Unmasked Estep 
Score: -18839800.000000 Penalty: 5937.974609
	Iteration 96Q: 3 clusters Score -1.88398e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 147497 members 
Entering Unmasked Estep 
Score: -18839816.000000 Penalty: 5937.974609
	Iteration 97Q: 3 clusters Score -1.883982e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 147618 members 
Entering Unmasked Estep 
Score: -18839800.000000 Penalty: 5937.974609
	Iteration 98Q: 3 clusters Score -1.88398e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 147756 members 
Entering Unmasked Estep 
Score: -18839806.000000 Penalty: 5937.974609
	Iteration 99Q: 3 clusters Score -1.883981e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 147910 members 
Entering Unmasked Estep 
Score: -18839820.000000 Penalty: 5937.974609
	Iteration 100F: 3 clusters Score -1.883982e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 148079 members 
Entering Unmasked Estep 
Score: -18839854.000000 Penalty: 5937.974609
	Iteration 101Q: 3 clusters Score -1.883985e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 148253 members 
Entering Unmasked Estep 
Score: -18839912.000000 Penalty: 5937.974609
	Iteration 102Q: 3 clusters Score -1.883991e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 148442 members 
Entering Unmasked Estep 
Score: -18839960.000000 Penalty: 5937.974609
	Iteration 103Q: 3 clusters Score -1.883996e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 148633 members 
Entering Unmasked Estep 
Score: -18840016.000000 Penalty: 5937.974609
	Iteration 104Q: 3 clusters Score -1.884002e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 148803 members 
Entering Unmasked Estep 
Score: -18840054.000000 Penalty: 5937.974609
	Iteration 105Q: 3 clusters Score -1.884005e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 148972 members 
Entering Unmasked Estep 
Score: -18840096.000000 Penalty: 5937.974609
	Iteration 106Q: 3 clusters Score -1.88401e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 149128 members 
Entering Unmasked Estep 
Score: -18840132.000000 Penalty: 5937.974609
	Iteration 107Q: 3 clusters Score -1.884013e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 149282 members 
Entering Unmasked Estep 
Score: -18840142.000000 Penalty: 5937.974609
	Iteration 108Q: 3 clusters Score -1.884014e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 149440 members 
Entering Unmasked Estep 
Score: -18840180.000000 Penalty: 5937.974609
	Iteration 109Q: 3 clusters Score -1.884018e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 149606 members 
Entering Unmasked Estep 
Score: -18840240.000000 Penalty: 5937.974609
	Iteration 110Q: 3 clusters Score -1.884024e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 149758 members 
Entering Unmasked Estep 
Score: -18840246.000000 Penalty: 5937.974609
	Iteration 111Q: 3 clusters Score -1.884025e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 149915 members 
Entering Unmasked Estep 
Score: -18840280.000000 Penalty: 5937.974609
	Iteration 112Q: 3 clusters Score -1.884028e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 150065 members 
Entering Unmasked Estep 
Score: -18840276.000000 Penalty: 5937.974609
	Iteration 113Q: 3 clusters Score -1.884028e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 150226 members 
Entering Unmasked Estep 
Score: -18840300.000000 Penalty: 5937.974609
	Iteration 114Q: 3 clusters Score -1.88403e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 150401 members 
Entering Unmasked Estep 
Score: -18840340.000000 Penalty: 5937.974609
	Iteration 115Q: 3 clusters Score -1.884034e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 150580 members 
Entering Unmasked Estep 
Score: -18840368.000000 Penalty: 5937.974609
	Iteration 116Q: 3 clusters Score -1.884037e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 150763 members 
Entering Unmasked Estep 
Score: -18840418.000000 Penalty: 5937.974609
	Iteration 117Q: 3 clusters Score -1.884042e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 150922 members 
Entering Unmasked Estep 
Score: -18840450.000000 Penalty: 5937.974609
	Iteration 118Q: 3 clusters Score -1.884045e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 151062 members 
Entering Unmasked Estep 
Score: -18840490.000000 Penalty: 5937.974609
	Iteration 119Q: 3 clusters Score -1.884049e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 151193 members 
Entering Unmasked Estep 
Score: -18840498.000000 Penalty: 5937.974609
	Iteration 120F: 3 clusters Score -1.88405e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 151324 members 
Entering Unmasked Estep 
Score: -18840498.000000 Penalty: 5937.974609
	Iteration 121Q: 3 clusters Score -1.88405e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 151470 members 
Entering Unmasked Estep 
Score: -18840560.000000 Penalty: 5937.974609
	Iteration 122Q: 3 clusters Score -1.884056e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 151610 members 
Entering Unmasked Estep 
Score: -18840576.000000 Penalty: 5937.974609
	Iteration 123Q: 3 clusters Score -1.884058e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 151760 members 
Entering Unmasked Estep 
Score: -18840632.000000 Penalty: 5937.974609
	Iteration 124Q: 3 clusters Score -1.884063e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 151905 members 
Entering Unmasked Estep 
Score: -18840630.000000 Penalty: 5937.974609
	Iteration 125Q: 3 clusters Score -1.884063e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 152041 members 
Entering Unmasked Estep 
Score: -18840642.000000 Penalty: 5937.974609
	Iteration 126Q: 3 clusters Score -1.884064e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 152154 members 
Entering Unmasked Estep 
Score: -18840652.000000 Penalty: 5937.974609
	Iteration 127Q: 3 clusters Score -1.884065e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 152259 members 
Entering Unmasked Estep 
Score: -18840660.000000 Penalty: 5937.974609
	Iteration 128Q: 3 clusters Score -1.884066e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 152363 members 
Entering Unmasked Estep 
Score: -18840676.000000 Penalty: 5937.974609
	Iteration 129Q: 3 clusters Score -1.884068e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 152470 members 
Entering Unmasked Estep 
Score: -18840676.000000 Penalty: 5937.974609
	Iteration 130Q: 3 clusters Score -1.884068e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 152552 members 
Entering Unmasked Estep 
Score: -18840716.000000 Penalty: 5937.974609
	Iteration 131Q: 3 clusters Score -1.884072e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 152637 members 
Entering Unmasked Estep 
Score: -18840732.000000 Penalty: 5937.974609
	Iteration 132Q: 3 clusters Score -1.884073e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 152711 members 
Entering Unmasked Estep 
Score: -18840774.000000 Penalty: 5937.974609
	Iteration 133Q: 3 clusters Score -1.884077e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 152788 members 
Entering Unmasked Estep 
Score: -18840784.000000 Penalty: 5937.974609
	Iteration 134Q: 3 clusters Score -1.884078e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 152868 members 
Entering Unmasked Estep 
Score: -18840806.000000 Penalty: 5937.974609
	Iteration 135Q: 3 clusters Score -1.884081e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 152948 members 
Entering Unmasked Estep 
Score: -18840826.000000 Penalty: 5937.974609
	Iteration 136Q: 3 clusters Score -1.884083e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -18840820.000000 Penalty: 5937.974609
	Iteration 137Q: 3 clusters Score -1.884082e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 153085 members 
Entering Unmasked Estep 
Score: -18840862.000000 Penalty: 5937.974609
	Iteration 138Q: 3 clusters Score -1.884086e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 153147 members 
Entering Unmasked Estep 
Score: -18840834.000000 Penalty: 5937.974609
	Iteration 139Q: 3 clusters Score -1.884083e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 153206 members 
Entering Unmasked Estep 
Score: -18840876.000000 Penalty: 5937.974609
	Iteration 140F: 3 clusters Score -1.884088e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 153267 members 
Entering Unmasked Estep 
Score: -18840874.000000 Penalty: 5937.974609
	Iteration 141Q: 3 clusters Score -1.884087e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 153334 members 
Entering Unmasked Estep 
Score: -18840890.000000 Penalty: 5937.974609
	Iteration 142Q: 3 clusters Score -1.884089e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 153391 members 
Entering Unmasked Estep 
Score: -18840884.000000 Penalty: 5937.974609
	Iteration 143Q: 3 clusters Score -1.884088e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 153431 members 
Entering Unmasked Estep 
Score: -18840888.000000 Penalty: 5937.974609
	Iteration 144Q: 3 clusters Score -1.884089e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 153468 members 
Entering Unmasked Estep 
Score: -18840888.000000 Penalty: 5937.974609
	Iteration 145Q: 3 clusters Score -1.884089e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 153505 members 
Entering Unmasked Estep 
Score: -18840920.000000 Penalty: 5937.974609
	Iteration 146Q: 3 clusters Score -1.884092e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 153546 members 
Entering Unmasked Estep 
Score: -18840906.000000 Penalty: 5937.974609
	Iteration 147Q: 3 clusters Score -1.884091e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 153598 members 
Entering Unmasked Estep 
Score: -18840914.000000 Penalty: 5937.974609
	Iteration 148Q: 3 clusters Score -1.884091e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 153650 members 
Entering Unmasked Estep 
Score: -18840880.000000 Penalty: 5937.974609
	Iteration 149Q: 3 clusters Score -1.884088e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 153690 members 
Entering Unmasked Estep 
Score: -18840904.000000 Penalty: 5937.974609
	Iteration 150Q: 3 clusters Score -1.88409e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 153737 members 
Entering Unmasked Estep 
Score: -18840896.000000 Penalty: 5937.974609
	Iteration 151Q: 3 clusters Score -1.88409e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 153786 members 
Entering Unmasked Estep 
Score: -18840918.000000 Penalty: 5937.974609
	Iteration 152Q: 3 clusters Score -1.884092e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 153838 members 
Entering Unmasked Estep 
Score: -18840926.000000 Penalty: 5937.974609
	Iteration 153Q: 3 clusters Score -1.884093e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 153881 members 
Entering Unmasked Estep 
Score: -18840932.000000 Penalty: 5937.974609
	Iteration 154Q: 3 clusters Score -1.884093e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 153933 members 
Entering Unmasked Estep 
Score: -18840930.000000 Penalty: 5937.974609
	Iteration 155Q: 3 clusters Score -1.884093e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 153981 members 
Entering Unmasked Estep 
Score: -18840916.000000 Penalty: 5937.974609
	Iteration 156Q: 3 clusters Score -1.884092e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 154033 members 
Entering Unmasked Estep 
Score: -18840936.000000 Penalty: 5937.974609
	Iteration 157Q: 3 clusters Score -1.884094e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 154083 members 
Entering Unmasked Estep 
Score: -18840936.000000 Penalty: 5937.974609
	Iteration 158Q: 3 clusters Score -1.884094e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 154122 members 
Entering Unmasked Estep 
Score: -18840940.000000 Penalty: 5937.974609
	Iteration 159Q: 3 clusters Score -1.884094e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 154158 members 
Entering Unmasked Estep 
Score: -18840938.000000 Penalty: 5937.974609
	Iteration 160F: 3 clusters Score -1.884094e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 154197 members 
Entering Unmasked Estep 
Score: -18840946.000000 Penalty: 5937.974609
	Iteration 161Q: 3 clusters Score -1.884095e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 154230 members 
Entering Unmasked Estep 
Score: -18840934.000000 Penalty: 5937.974609
	Iteration 162Q: 3 clusters Score -1.884093e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 154255 members 
Entering Unmasked Estep 
Score: -18840934.000000 Penalty: 5937.974609
	Iteration 163Q: 3 clusters Score -1.884093e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 154285 members 
Entering Unmasked Estep 
Score: -18840926.000000 Penalty: 5937.974609
	Iteration 164Q: 3 clusters Score -1.884093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 154308 members 
Entering Unmasked Estep 
Score: -18840946.000000 Penalty: 5937.974609
	Iteration 165Q: 3 clusters Score -1.884095e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 154331 members 
Entering Unmasked Estep 
Score: -18840966.000000 Penalty: 5937.974609
	Iteration 166Q: 3 clusters Score -1.884097e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 154355 members 
Entering Unmasked Estep 
Score: -18840980.000000 Penalty: 5937.974609
	Iteration 167Q: 3 clusters Score -1.884098e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 154380 members 
Entering Unmasked Estep 
Score: -18840982.000000 Penalty: 5937.974609
	Iteration 168Q: 3 clusters Score -1.884098e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 154407 members 
Entering Unmasked Estep 
Score: -18840980.000000 Penalty: 5937.974609
	Iteration 169Q: 3 clusters Score -1.884098e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 154437 members 
Entering Unmasked Estep 
Score: -18841006.000000 Penalty: 5937.974609
	Iteration 170Q: 3 clusters Score -1.884101e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 154463 members 
Entering Unmasked Estep 
Score: -18841000.000000 Penalty: 5937.974609
	Iteration 171Q: 3 clusters Score -1.8841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -18841016.000000 Penalty: 5937.974609
	Iteration 172Q: 3 clusters Score -1.884102e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 154529 members 
Entering Unmasked Estep 
Score: -18841026.000000 Penalty: 5937.974609
	Iteration 173Q: 3 clusters Score -1.884103e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 154573 members 
Entering Unmasked Estep 
Score: -18841020.000000 Penalty: 5937.974609
	Iteration 174Q: 3 clusters Score -1.884102e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 154613 members 
Entering Unmasked Estep 
Score: -18841020.000000 Penalty: 5937.974609
	Iteration 175Q: 3 clusters Score -1.884102e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 154652 members 
Entering Unmasked Estep 
Score: -18841036.000000 Penalty: 5937.974609
	Iteration 176Q: 3 clusters Score -1.884104e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 154682 members 
Entering Unmasked Estep 
Score: -18841022.000000 Penalty: 5937.974609
	Iteration 177Q: 3 clusters Score -1.884102e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 154712 members 
Entering Unmasked Estep 
Score: -18841028.000000 Penalty: 5937.974609
	Iteration 178Q: 3 clusters Score -1.884103e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 154741 members 
Entering Unmasked Estep 
Score: -18841018.000000 Penalty: 5937.974609
	Iteration 179Q: 3 clusters Score -1.884102e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 154775 members 
Entering Unmasked Estep 
Score: -18841020.000000 Penalty: 5937.974609
	Iteration 180F: 3 clusters Score -1.884102e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 154800 members 
Entering Unmasked Estep 
Score: -18841014.000000 Penalty: 5937.974609
	Iteration 181Q: 3 clusters Score -1.884101e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -18841028.000000 Penalty: 5937.974609
	Iteration 182Q: 3 clusters Score -1.884103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 154834 members 
Entering Unmasked Estep 
Score: -18841034.000000 Penalty: 5937.974609
	Iteration 183Q: 3 clusters Score -1.884103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 154846 members 
Entering Unmasked Estep 
Score: -18841034.000000 Penalty: 5937.974609
	Iteration 184Q: 3 clusters Score -1.884103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 154852 members 
Entering Unmasked Estep 
Score: -18841046.000000 Penalty: 5937.974609
	Iteration 185Q: 3 clusters Score -1.884105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 154857 members 
Entering Unmasked Estep 
Score: -18841040.000000 Penalty: 5937.974609
	Iteration 186Q: 3 clusters Score -1.884104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 154859 members 
Entering Unmasked Estep 
Score: -18841042.000000 Penalty: 5937.974609
	Iteration 187Q: 3 clusters Score -1.884104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 154862 members 
Entering Unmasked Estep 
Score: -18841044.000000 Penalty: 5937.974609
	Iteration 188Q: 3 clusters Score -1.884104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 154865 members 
Entering Unmasked Estep 
Score: -18841054.000000 Penalty: 5937.974609
	Iteration 189Q: 3 clusters Score -1.884105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 154865 members 
Entering Unmasked Estep 
Score: -18841054.000000 Penalty: 5937.974609
	Iteration 190F: 3 clusters Score -1.884105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Entering Unmasked Estep 
Score: -494548.687500 Penalty: 2071.433594
	Iteration 0F: 2 clusters Score -494548.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -490456.656250 Penalty: 4142.867188
	Iteration 0F: 3 clusters Score -490456.7 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -491359.593750 Penalty: 4142.867188
	Iteration 1F: 3 clusters Score -491359.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -491569.031250 Penalty: 4142.867188
	Iteration 2F: 3 clusters Score -491569 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -491681.593750 Penalty: 4142.867188
	Iteration 3F: 3 clusters Score -491681.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -491756.656250 Penalty: 4142.867188
	Iteration 4Q: 3 clusters Score -491756.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -491822.031250 Penalty: 4142.867188
	Iteration 5Q: 3 clusters Score -491822 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -491877.656250 Penalty: 4142.867188
	Iteration 6Q: 3 clusters Score -491877.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -491939.000000 Penalty: 4142.867188
	Iteration 7Q: 3 clusters Score -491939 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -491983.156250 Penalty: 4142.867188
	Iteration 8Q: 3 clusters Score -491983.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -492033.406250 Penalty: 4142.867188
	Iteration 9Q: 3 clusters Score -492033.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -492082.031250 Penalty: 4142.867188
	Iteration 10Q: 3 clusters Score -492082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -492133.562500 Penalty: 4142.867188
	Iteration 11Q: 3 clusters Score -492133.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -492186.875000 Penalty: 4142.867188
	Iteration 12Q: 3 clusters Score -492186.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -492243.000000 Penalty: 4142.867188
	Iteration 13Q: 3 clusters Score -492243 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -492300.625000 Penalty: 4142.867188
	Iteration 14Q: 3 clusters Score -492300.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -492365.562500 Penalty: 4142.867188
	Iteration 15Q: 3 clusters Score -492365.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -492433.718750 Penalty: 4142.867188
	Iteration 16Q: 3 clusters Score -492433.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -492501.906250 Penalty: 4142.867188
	Iteration 17Q: 3 clusters Score -492501.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -492556.500000 Penalty: 4142.867188
	Iteration 18Q: 3 clusters Score -492556.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -492593.968750 Penalty: 4142.867188
	Iteration 19Q: 3 clusters Score -492594 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -492636.406250 Penalty: 4142.867188
	Iteration 20F: 3 clusters Score -492636.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -492673.468750 Penalty: 4142.867188
	Iteration 21Q: 3 clusters Score -492673.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -492708.125000 Penalty: 4142.867188
	Iteration 22Q: 3 clusters Score -492708.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -492736.843750 Penalty: 4142.867188
	Iteration 23Q: 3 clusters Score -492736.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -492764.250000 Penalty: 4142.867188
	Iteration 24Q: 3 clusters Score -492764.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -492788.437500 Penalty: 4142.867188
	Iteration 25Q: 3 clusters Score -492788.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -492811.625000 Penalty: 4142.867188
	Iteration 26Q: 3 clusters Score -492811.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -492833.156250 Penalty: 4142.867188
	Iteration 27Q: 3 clusters Score -492833.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -492849.968750 Penalty: 4142.867188
	Iteration 28Q: 3 clusters Score -492850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -492867.687500 Penalty: 4142.867188
	Iteration 29Q: 3 clusters Score -492867.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -492877.250000 Penalty: 4142.867188
	Iteration 30Q: 3 clusters Score -492877.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -492887.125000 Penalty: 4142.867188
	Iteration 31Q: 3 clusters Score -492887.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -492896.843750 Penalty: 4142.867188
	Iteration 32Q: 3 clusters Score -492896.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -492905.875000 Penalty: 4142.867188
	Iteration 33Q: 3 clusters Score -492905.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -492913.031250 Penalty: 4142.867188
	Iteration 34Q: 3 clusters Score -492913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -492921.437500 Penalty: 4142.867188
	Iteration 35Q: 3 clusters Score -492921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -492926.718750 Penalty: 4142.867188
	Iteration 36Q: 3 clusters Score -492926.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -492931.781250 Penalty: 4142.867188
	Iteration 37Q: 3 clusters Score -492931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -492933.406250 Penalty: 4142.867188
	Iteration 38Q: 3 clusters Score -492933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -492933.781250 Penalty: 4142.867188
	Iteration 39Q: 3 clusters Score -492933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -492933.781250 Penalty: 4142.867188
	Iteration 40F: 3 clusters Score -492933.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -77802.859375 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -77802.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76135.437500 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -76135.44 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76511.992188 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -76511.99 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76623.664062 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -76623.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76697.445312 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -76697.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76743.007812 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -76743.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76760.804688 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -76760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76768.382812 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -76768.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76781.382812 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -76781.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -76790.179688 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -76790.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -76801.859375 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -76801.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -76806.265625 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -76806.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -76809.007812 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -76809.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -76811.710938 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -76811.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -76814.304688 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -76814.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -76817.093750 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -76817.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -76817.718750 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -76817.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -76818.250000 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -76818.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -76818.250000 Penalty: 3333.229248
	Iteration 17F: 3 clusters Score -76818.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Entering Unmasked Estep 
Score: -370346.281250 Penalty: 2000.029785
	Iteration 0F: 2 clusters Score -370346.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -366937.000000 Penalty: 4000.059570
	Iteration 0F: 3 clusters Score -366937 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -367722.156250 Penalty: 4000.059570
	Iteration 1F: 3 clusters Score -367722.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -367913.468750 Penalty: 4000.059570
	Iteration 2F: 3 clusters Score -367913.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -368019.375000 Penalty: 4000.059570
	Iteration 3F: 3 clusters Score -368019.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -368081.843750 Penalty: 4000.059570
	Iteration 4Q: 3 clusters Score -368081.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -368119.093750 Penalty: 4000.059570
	Iteration 5Q: 3 clusters Score -368119.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -368144.968750 Penalty: 4000.059570
	Iteration 6Q: 3 clusters Score -368145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -368160.687500 Penalty: 4000.059570
	Iteration 7Q: 3 clusters Score -368160.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -368175.906250 Penalty: 4000.059570
	Iteration 8Q: 3 clusters Score -368175.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -368190.093750 Penalty: 4000.059570
	Iteration 9Q: 3 clusters Score -368190.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -368200.750000 Penalty: 4000.059570
	Iteration 10Q: 3 clusters Score -368200.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -368209.218750 Penalty: 4000.059570
	Iteration 11Q: 3 clusters Score -368209.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -368216.687500 Penalty: 4000.059570
	Iteration 12Q: 3 clusters Score -368216.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -368221.531250 Penalty: 4000.059570
	Iteration 13Q: 3 clusters Score -368221.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -368224.531250 Penalty: 4000.059570
	Iteration 14Q: 3 clusters Score -368224.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -368225.500000 Penalty: 4000.059570
	Iteration 15Q: 3 clusters Score -368225.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -368226.375000 Penalty: 4000.059570
	Iteration 16Q: 3 clusters Score -368226.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -368226.375000 Penalty: 4000.059570
	Iteration 17F: 3 clusters Score -368226.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Entering Unmasked Estep 
Score: -2145481.750000 Penalty: 2430.541016
	Iteration 0F: 2 clusters Score -2145482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2132748.500000 Penalty: 4861.082031
	Iteration 0F: 3 clusters Score -2132748 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2136958.250000 Penalty: 4861.082031
	Iteration 1F: 3 clusters Score -2136958 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2137418.500000 Penalty: 4861.082031
	Iteration 2F: 3 clusters Score -2137418 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2137828.500000 Penalty: 4861.082031
	Iteration 3F: 3 clusters Score -2137828 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2138262.500000 Penalty: 4861.082031
	Iteration 4Q: 3 clusters Score -2138262 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2138684.500000 Penalty: 4861.082031
	Iteration 5Q: 3 clusters Score -2138684 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2139116.750000 Penalty: 4861.082031
	Iteration 6Q: 3 clusters Score -2139117 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2139584.500000 Penalty: 4861.082031
	Iteration 7Q: 3 clusters Score -2139584 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2140062.500000 Penalty: 4861.082031
	Iteration 8Q: 3 clusters Score -2140062 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2140551.500000 Penalty: 4861.082031
	Iteration 9Q: 3 clusters Score -2140552 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2141036.000000 Penalty: 4861.082031
	Iteration 10Q: 3 clusters Score -2141036 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2141439.000000 Penalty: 4861.082031
	Iteration 11Q: 3 clusters Score -2141439 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2141729.250000 Penalty: 4861.082031
	Iteration 12Q: 3 clusters Score -2141729 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2141944.250000 Penalty: 4861.082031
	Iteration 13Q: 3 clusters Score -2141944 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2142076.750000 Penalty: 4861.082031
	Iteration 14Q: 3 clusters Score -2142077 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2142158.250000 Penalty: 4861.082031
	Iteration 15Q: 3 clusters Score -2142158 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2142205.750000 Penalty: 4861.082031
	Iteration 16Q: 3 clusters Score -2142206 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2142230.750000 Penalty: 4861.082031
	Iteration 17Q: 3 clusters Score -2142231 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2142248.250000 Penalty: 4861.082031
	Iteration 18Q: 3 clusters Score -2142248 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2142275.000000 Penalty: 4861.082031
	Iteration 19Q: 3 clusters Score -2142275 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2142307.000000 Penalty: 4861.082031
	Iteration 20F: 3 clusters Score -2142307 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2142332.750000 Penalty: 4861.082031
	Iteration 21Q: 3 clusters Score -2142333 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2142349.500000 Penalty: 4861.082031
	Iteration 22Q: 3 clusters Score -2142350 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2142377.000000 Penalty: 4861.082031
	Iteration 23Q: 3 clusters Score -2142377 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2142384.750000 Penalty: 4861.082031
	Iteration 24Q: 3 clusters Score -2142385 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2142420.250000 Penalty: 4861.082031
	Iteration 25Q: 3 clusters Score -2142420 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2142432.000000 Penalty: 4861.082031
	Iteration 26Q: 3 clusters Score -2142432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2142449.000000 Penalty: 4861.082031
	Iteration 27Q: 3 clusters Score -2142449 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2142465.500000 Penalty: 4861.082031
	Iteration 28Q: 3 clusters Score -2142466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2142479.250000 Penalty: 4861.082031
	Iteration 29Q: 3 clusters Score -2142479 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2142501.750000 Penalty: 4861.082031
	Iteration 30Q: 3 clusters Score -2142502 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2142520.000000 Penalty: 4861.082031
	Iteration 31Q: 3 clusters Score -2142520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2142523.750000 Penalty: 4861.082031
	Iteration 32Q: 3 clusters Score -2142524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2142540.000000 Penalty: 4861.082031
	Iteration 33Q: 3 clusters Score -2142540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2142549.000000 Penalty: 4861.082031
	Iteration 34Q: 3 clusters Score -2142549 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2142553.500000 Penalty: 4861.082031
	Iteration 35Q: 3 clusters Score -2142554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2142559.750000 Penalty: 4861.082031
	Iteration 36Q: 3 clusters Score -2142560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2142574.250000 Penalty: 4861.082031
	Iteration 37Q: 3 clusters Score -2142574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2142579.250000 Penalty: 4861.082031
	Iteration 38Q: 3 clusters Score -2142579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2142596.750000 Penalty: 4861.082031
	Iteration 39Q: 3 clusters Score -2142597 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2142602.250000 Penalty: 4861.082031
	Iteration 40F: 3 clusters Score -2142602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2142622.750000 Penalty: 4861.082031
	Iteration 41Q: 3 clusters Score -2142623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2142622.500000 Penalty: 4861.082031
	Iteration 42Q: 3 clusters Score -2142622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2142625.750000 Penalty: 4861.082031
	Iteration 43Q: 3 clusters Score -2142626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2142627.750000 Penalty: 4861.082031
	Iteration 44Q: 3 clusters Score -2142628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2142633.750000 Penalty: 4861.082031
	Iteration 45Q: 3 clusters Score -2142634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2142636.250000 Penalty: 4861.082031
	Iteration 46Q: 3 clusters Score -2142636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2142640.000000 Penalty: 4861.082031
	Iteration 47Q: 3 clusters Score -2142640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2142640.250000 Penalty: 4861.082031
	Iteration 48Q: 3 clusters Score -2142640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2142643.750000 Penalty: 4861.082031
	Iteration 49Q: 3 clusters Score -2142644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2142657.000000 Penalty: 4861.082031
	Iteration 50Q: 3 clusters Score -2142657 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2142661.500000 Penalty: 4861.082031
	Iteration 51Q: 3 clusters Score -2142662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2142673.000000 Penalty: 4861.082031
	Iteration 52Q: 3 clusters Score -2142673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2142672.750000 Penalty: 4861.082031
	Iteration 53Q: 3 clusters Score -2142673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2142675.000000 Penalty: 4861.082031
	Iteration 54Q: 3 clusters Score -2142675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2142691.250000 Penalty: 4861.082031
	Iteration 55Q: 3 clusters Score -2142691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2142692.000000 Penalty: 4861.082031
	Iteration 56Q: 3 clusters Score -2142692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2142710.750000 Penalty: 4861.082031
	Iteration 57Q: 3 clusters Score -2142711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2142723.000000 Penalty: 4861.082031
	Iteration 58Q: 3 clusters Score -2142723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2142727.750000 Penalty: 4861.082031
	Iteration 59Q: 3 clusters Score -2142728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2142725.500000 Penalty: 4861.082031
	Iteration 60F: 3 clusters Score -2142726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2142732.750000 Penalty: 4861.082031
	Iteration 61Q: 3 clusters Score -2142733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2142732.500000 Penalty: 4861.082031
	Iteration 62Q: 3 clusters Score -2142732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2142743.500000 Penalty: 4861.082031
	Iteration 63Q: 3 clusters Score -2142744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2142755.000000 Penalty: 4861.082031
	Iteration 64Q: 3 clusters Score -2142755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2142758.000000 Penalty: 4861.082031
	Iteration 65Q: 3 clusters Score -2142758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2142762.000000 Penalty: 4861.082031
	Iteration 66Q: 3 clusters Score -2142762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2142766.250000 Penalty: 4861.082031
	Iteration 67Q: 3 clusters Score -2142766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2142777.000000 Penalty: 4861.082031
	Iteration 68Q: 3 clusters Score -2142777 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2142787.500000 Penalty: 4861.082031
	Iteration 69Q: 3 clusters Score -2142788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2142794.500000 Penalty: 4861.082031
	Iteration 70Q: 3 clusters Score -2142794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2142807.000000 Penalty: 4861.082031
	Iteration 71Q: 3 clusters Score -2142807 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2142819.500000 Penalty: 4861.082031
	Iteration 72Q: 3 clusters Score -2142820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2142824.000000 Penalty: 4861.082031
	Iteration 73Q: 3 clusters Score -2142824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2142820.250000 Penalty: 4861.082031
	Iteration 74Q: 3 clusters Score -2142820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2142835.250000 Penalty: 4861.082031
	Iteration 75Q: 3 clusters Score -2142835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2142843.250000 Penalty: 4861.082031
	Iteration 76Q: 3 clusters Score -2142843 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2142856.000000 Penalty: 4861.082031
	Iteration 77Q: 3 clusters Score -2142856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2142873.500000 Penalty: 4861.082031
	Iteration 78Q: 3 clusters Score -2142874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2142879.750000 Penalty: 4861.082031
	Iteration 79Q: 3 clusters Score -2142880 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2142883.250000 Penalty: 4861.082031
	Iteration 80F: 3 clusters Score -2142883 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2142894.000000 Penalty: 4861.082031
	Iteration 81Q: 3 clusters Score -2142894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2142904.750000 Penalty: 4861.082031
	Iteration 82Q: 3 clusters Score -2142905 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2142907.750000 Penalty: 4861.082031
	Iteration 83Q: 3 clusters Score -2142908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2142914.500000 Penalty: 4861.082031
	Iteration 84Q: 3 clusters Score -2142914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2142918.500000 Penalty: 4861.082031
	Iteration 85Q: 3 clusters Score -2142918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2142928.000000 Penalty: 4861.082031
	Iteration 86Q: 3 clusters Score -2142928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2142932.000000 Penalty: 4861.082031
	Iteration 87Q: 3 clusters Score -2142932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2142936.500000 Penalty: 4861.082031
	Iteration 88Q: 3 clusters Score -2142936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2142941.750000 Penalty: 4861.082031
	Iteration 89Q: 3 clusters Score -2142942 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2142960.250000 Penalty: 4861.082031
	Iteration 90Q: 3 clusters Score -2142960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2142971.750000 Penalty: 4861.082031
	Iteration 91Q: 3 clusters Score -2142972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2142981.000000 Penalty: 4861.082031
	Iteration 92Q: 3 clusters Score -2142981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2142985.000000 Penalty: 4861.082031
	Iteration 93Q: 3 clusters Score -2142985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2142987.250000 Penalty: 4861.082031
	Iteration 94Q: 3 clusters Score -2142987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2142995.500000 Penalty: 4861.082031
	Iteration 95Q: 3 clusters Score -2142996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2142996.750000 Penalty: 4861.082031
	Iteration 96Q: 3 clusters Score -2142997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2143004.000000 Penalty: 4861.082031
	Iteration 97Q: 3 clusters Score -2143004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2143008.000000 Penalty: 4861.082031
	Iteration 98Q: 3 clusters Score -2143008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2143018.000000 Penalty: 4861.082031
	Iteration 99Q: 3 clusters Score -2143018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2143024.500000 Penalty: 4861.082031
	Iteration 100F: 3 clusters Score -2143024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2143024.750000 Penalty: 4861.082031
	Iteration 101Q: 3 clusters Score -2143025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2143028.250000 Penalty: 4861.082031
	Iteration 102Q: 3 clusters Score -2143028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2143036.750000 Penalty: 4861.082031
	Iteration 103Q: 3 clusters Score -2143037 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2143047.000000 Penalty: 4861.082031
	Iteration 104Q: 3 clusters Score -2143047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2143052.250000 Penalty: 4861.082031
	Iteration 105Q: 3 clusters Score -2143052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2143066.000000 Penalty: 4861.082031
	Iteration 106Q: 3 clusters Score -2143066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2143073.250000 Penalty: 4861.082031
	Iteration 107Q: 3 clusters Score -2143073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2143079.750000 Penalty: 4861.082031
	Iteration 108Q: 3 clusters Score -2143080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2143085.000000 Penalty: 4861.082031
	Iteration 109Q: 3 clusters Score -2143085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2143090.250000 Penalty: 4861.082031
	Iteration 110Q: 3 clusters Score -2143090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2143089.000000 Penalty: 4861.082031
	Iteration 111Q: 3 clusters Score -2143089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2143092.250000 Penalty: 4861.082031
	Iteration 112Q: 3 clusters Score -2143092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2143103.000000 Penalty: 4861.082031
	Iteration 113Q: 3 clusters Score -2143103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2143109.000000 Penalty: 4861.082031
	Iteration 114Q: 3 clusters Score -2143109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2143119.250000 Penalty: 4861.082031
	Iteration 115Q: 3 clusters Score -2143119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2143129.000000 Penalty: 4861.082031
	Iteration 116Q: 3 clusters Score -2143129 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2143130.250000 Penalty: 4861.082031
	Iteration 117Q: 3 clusters Score -2143130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2143151.750000 Penalty: 4861.082031
	Iteration 118Q: 3 clusters Score -2143152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2143150.250000 Penalty: 4861.082031
	Iteration 119Q: 3 clusters Score -2143150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2143167.250000 Penalty: 4861.082031
	Iteration 120F: 3 clusters Score -2143167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2143174.000000 Penalty: 4861.082031
	Iteration 121Q: 3 clusters Score -2143174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2143185.250000 Penalty: 4861.082031
	Iteration 122Q: 3 clusters Score -2143185 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2143199.500000 Penalty: 4861.082031
	Iteration 123Q: 3 clusters Score -2143200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2143208.750000 Penalty: 4861.082031
	Iteration 124Q: 3 clusters Score -2143209 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2143216.750000 Penalty: 4861.082031
	Iteration 125Q: 3 clusters Score -2143217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2143224.750000 Penalty: 4861.082031
	Iteration 126Q: 3 clusters Score -2143225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2143231.500000 Penalty: 4861.082031
	Iteration 127Q: 3 clusters Score -2143232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2143236.750000 Penalty: 4861.082031
	Iteration 128Q: 3 clusters Score -2143237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2143238.250000 Penalty: 4861.082031
	Iteration 129Q: 3 clusters Score -2143238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2143249.750000 Penalty: 4861.082031
	Iteration 130Q: 3 clusters Score -2143250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2143252.250000 Penalty: 4861.082031
	Iteration 131Q: 3 clusters Score -2143252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2143253.000000 Penalty: 4861.082031
	Iteration 132Q: 3 clusters Score -2143253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2143263.250000 Penalty: 4861.082031
	Iteration 133Q: 3 clusters Score -2143263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2143265.750000 Penalty: 4861.082031
	Iteration 134Q: 3 clusters Score -2143266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2143279.750000 Penalty: 4861.082031
	Iteration 135Q: 3 clusters Score -2143280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2143287.500000 Penalty: 4861.082031
	Iteration 136Q: 3 clusters Score -2143288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2143300.250000 Penalty: 4861.082031
	Iteration 137Q: 3 clusters Score -2143300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2143309.750000 Penalty: 4861.082031
	Iteration 138Q: 3 clusters Score -2143310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2143316.500000 Penalty: 4861.082031
	Iteration 139Q: 3 clusters Score -2143316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2143323.750000 Penalty: 4861.082031
	Iteration 140F: 3 clusters Score -2143324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2143333.250000 Penalty: 4861.082031
	Iteration 141Q: 3 clusters Score -2143333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2143345.750000 Penalty: 4861.082031
	Iteration 142Q: 3 clusters Score -2143346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2143359.750000 Penalty: 4861.082031
	Iteration 143Q: 3 clusters Score -2143360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2143361.250000 Penalty: 4861.082031
	Iteration 144Q: 3 clusters Score -2143361 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2143383.500000 Penalty: 4861.082031
	Iteration 145Q: 3 clusters Score -2143384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2143395.500000 Penalty: 4861.082031
	Iteration 146Q: 3 clusters Score -2143396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2143409.250000 Penalty: 4861.082031
	Iteration 147Q: 3 clusters Score -2143409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2143415.750000 Penalty: 4861.082031
	Iteration 148Q: 3 clusters Score -2143416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2143430.250000 Penalty: 4861.082031
	Iteration 149Q: 3 clusters Score -2143430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2143437.750000 Penalty: 4861.082031
	Iteration 150Q: 3 clusters Score -2143438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2143446.000000 Penalty: 4861.082031
	Iteration 151Q: 3 clusters Score -2143446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2143452.750000 Penalty: 4861.082031
	Iteration 152Q: 3 clusters Score -2143453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2143456.500000 Penalty: 4861.082031
	Iteration 153Q: 3 clusters Score -2143456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2143464.250000 Penalty: 4861.082031
	Iteration 154Q: 3 clusters Score -2143464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2143465.250000 Penalty: 4861.082031
	Iteration 155Q: 3 clusters Score -2143465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2143467.250000 Penalty: 4861.082031
	Iteration 156Q: 3 clusters Score -2143467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2143477.000000 Penalty: 4861.082031
	Iteration 157Q: 3 clusters Score -2143477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2143471.000000 Penalty: 4861.082031
	Iteration 158Q: 3 clusters Score -2143471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2143480.250000 Penalty: 4861.082031
	Iteration 159Q: 3 clusters Score -2143480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2143477.750000 Penalty: 4861.082031
	Iteration 160F: 3 clusters Score -2143478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2143487.500000 Penalty: 4861.082031
	Iteration 161Q: 3 clusters Score -2143488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2143486.750000 Penalty: 4861.082031
	Iteration 162Q: 3 clusters Score -2143487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2143489.000000 Penalty: 4861.082031
	Iteration 163Q: 3 clusters Score -2143489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2143488.250000 Penalty: 4861.082031
	Iteration 164Q: 3 clusters Score -2143488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2143493.000000 Penalty: 4861.082031
	Iteration 165Q: 3 clusters Score -2143493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2143504.500000 Penalty: 4861.082031
	Iteration 166Q: 3 clusters Score -2143504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2143506.500000 Penalty: 4861.082031
	Iteration 167Q: 3 clusters Score -2143506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2143510.000000 Penalty: 4861.082031
	Iteration 168Q: 3 clusters Score -2143510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2143507.000000 Penalty: 4861.082031
	Iteration 169Q: 3 clusters Score -2143507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2143514.750000 Penalty: 4861.082031
	Iteration 170Q: 3 clusters Score -2143515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2143518.750000 Penalty: 4861.082031
	Iteration 171Q: 3 clusters Score -2143519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2143520.750000 Penalty: 4861.082031
	Iteration 172Q: 3 clusters Score -2143521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2143521.000000 Penalty: 4861.082031
	Iteration 173Q: 3 clusters Score -2143521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2143519.750000 Penalty: 4861.082031
	Iteration 174Q: 3 clusters Score -2143520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2143522.000000 Penalty: 4861.082031
	Iteration 175Q: 3 clusters Score -2143522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2143522.000000 Penalty: 4861.082031
	Iteration 176Q: 3 clusters Score -2143522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2143522.750000 Penalty: 4861.082031
	Iteration 177Q: 3 clusters Score -2143523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2143525.250000 Penalty: 4861.082031
	Iteration 178Q: 3 clusters Score -2143525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2143525.250000 Penalty: 4861.082031
	Iteration 179Q: 3 clusters Score -2143525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2143528.250000 Penalty: 4861.082031
	Iteration 180F: 3 clusters Score -2143528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2143531.250000 Penalty: 4861.082031
	Iteration 181Q: 3 clusters Score -2143531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2143532.500000 Penalty: 4861.082031
	Iteration 182Q: 3 clusters Score -2143532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2143534.250000 Penalty: 4861.082031
	Iteration 183Q: 3 clusters Score -2143534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2143535.750000 Penalty: 4861.082031
	Iteration 184Q: 3 clusters Score -2143536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2143534.500000 Penalty: 4861.082031
	Iteration 185Q: 3 clusters Score -2143534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2143534.250000 Penalty: 4861.082031
	Iteration 186Q: 3 clusters Score -2143534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2143533.750000 Penalty: 4861.082031
	Iteration 187Q: 3 clusters Score -2143534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2143536.250000 Penalty: 4861.082031
	Iteration 188Q: 3 clusters Score -2143536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2143540.750000 Penalty: 4861.082031
	Iteration 189Q: 3 clusters Score -2143541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2143548.500000 Penalty: 4861.082031
	Iteration 190Q: 3 clusters Score -2143548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2143546.250000 Penalty: 4861.082031
	Iteration 191Q: 3 clusters Score -2143546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2143552.000000 Penalty: 4861.082031
	Iteration 192Q: 3 clusters Score -2143552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2143556.000000 Penalty: 4861.082031
	Iteration 193Q: 3 clusters Score -2143556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2143562.750000 Penalty: 4861.082031
	Iteration 194Q: 3 clusters Score -2143563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2143570.250000 Penalty: 4861.082031
	Iteration 195Q: 3 clusters Score -2143570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2143573.750000 Penalty: 4861.082031
	Iteration 196Q: 3 clusters Score -2143574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2143576.250000 Penalty: 4861.082031
	Iteration 197Q: 3 clusters Score -2143576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2143579.000000 Penalty: 4861.082031
	Iteration 198Q: 3 clusters Score -2143579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2143586.750000 Penalty: 4861.082031
	Iteration 199Q: 3 clusters Score -2143587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2143593.500000 Penalty: 4861.082031
	Iteration 200F: 3 clusters Score -2143594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2143606.000000 Penalty: 4861.082031
	Iteration 201Q: 3 clusters Score -2143606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2143604.750000 Penalty: 4861.082031
	Iteration 202Q: 3 clusters Score -2143605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2143615.000000 Penalty: 4861.082031
	Iteration 203Q: 3 clusters Score -2143615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2143619.250000 Penalty: 4861.082031
	Iteration 204Q: 3 clusters Score -2143619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2143622.500000 Penalty: 4861.082031
	Iteration 205Q: 3 clusters Score -2143622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2143622.750000 Penalty: 4861.082031
	Iteration 206Q: 3 clusters Score -2143623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2143626.000000 Penalty: 4861.082031
	Iteration 207Q: 3 clusters Score -2143626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2143627.500000 Penalty: 4861.082031
	Iteration 208Q: 3 clusters Score -2143628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2143625.000000 Penalty: 4861.082031
	Iteration 209Q: 3 clusters Score -2143625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2143629.500000 Penalty: 4861.082031
	Iteration 210Q: 3 clusters Score -2143630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2143631.250000 Penalty: 4861.082031
	Iteration 211Q: 3 clusters Score -2143631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2143630.250000 Penalty: 4861.082031
	Iteration 212Q: 3 clusters Score -2143630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2143633.250000 Penalty: 4861.082031
	Iteration 213Q: 3 clusters Score -2143633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2143633.500000 Penalty: 4861.082031
	Iteration 214Q: 3 clusters Score -2143634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2143633.250000 Penalty: 4861.082031
	Iteration 215Q: 3 clusters Score -2143633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2143635.000000 Penalty: 4861.082031
	Iteration 216Q: 3 clusters Score -2143635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2143633.750000 Penalty: 4861.082031
	Iteration 217Q: 3 clusters Score -2143634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2143635.750000 Penalty: 4861.082031
	Iteration 218Q: 3 clusters Score -2143636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2143635.250000 Penalty: 4861.082031
	Iteration 219Q: 3 clusters Score -2143635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2143637.000000 Penalty: 4861.082031
	Iteration 220F: 3 clusters Score -2143637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (36852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Entering Unmasked Estep 
Score: -4414122.000000 Penalty: 2607.636963
	Iteration 0F: 2 clusters Score -4414122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4389284.500000 Penalty: 5215.273926
	Iteration 0F: 3 clusters Score -4389284 nChanged 16711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4398420.000000 Penalty: 5215.273926
	Iteration 1F: 3 clusters Score -4398420 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -4398991.000000 Penalty: 5215.273926
	Iteration 2Q: 3 clusters Score -4398991 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4399657.500000 Penalty: 5215.273926
	Iteration 3Q: 3 clusters Score -4399658 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -4400471.000000 Penalty: 5215.273926
	Iteration 4Q: 3 clusters Score -4400471 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -4401647.500000 Penalty: 5215.273926
	Iteration 5F: 3 clusters Score -4401648 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -4403135.000000 Penalty: 5215.273926
	Iteration 6F: 3 clusters Score -4403135 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -4404938.000000 Penalty: 5215.273926
	Iteration 7F: 3 clusters Score -4404938 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -4406898.500000 Penalty: 5215.273926
	Iteration 8F: 3 clusters Score -4406898 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4408787.500000 Penalty: 5215.273926
	Iteration 9F: 3 clusters Score -4408788 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4410137.000000 Penalty: 5215.273926
	Iteration 10Q: 3 clusters Score -4410137 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4410958.000000 Penalty: 5215.273926
	Iteration 11Q: 3 clusters Score -4410958 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4411346.000000 Penalty: 5215.273926
	Iteration 12Q: 3 clusters Score -4411346 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4411535.000000 Penalty: 5215.273926
	Iteration 13Q: 3 clusters Score -4411535 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4411655.500000 Penalty: 5215.273926
	Iteration 14Q: 3 clusters Score -4411656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4411732.500000 Penalty: 5215.273926
	Iteration 15Q: 3 clusters Score -4411732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4411794.500000 Penalty: 5215.273926
	Iteration 16Q: 3 clusters Score -4411794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4411847.500000 Penalty: 5215.273926
	Iteration 17Q: 3 clusters Score -4411848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4411880.000000 Penalty: 5215.273926
	Iteration 18Q: 3 clusters Score -4411880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4411900.000000 Penalty: 5215.273926
	Iteration 19Q: 3 clusters Score -4411900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4411910.500000 Penalty: 5215.273926
	Iteration 20F: 3 clusters Score -4411910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4411917.500000 Penalty: 5215.273926
	Iteration 21Q: 3 clusters Score -4411918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4411928.500000 Penalty: 5215.273926
	Iteration 22Q: 3 clusters Score -4411928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4411937.000000 Penalty: 5215.273926
	Iteration 23Q: 3 clusters Score -4411937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4411940.500000 Penalty: 5215.273926
	Iteration 24Q: 3 clusters Score -4411940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4411943.000000 Penalty: 5215.273926
	Iteration 25Q: 3 clusters Score -4411943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4411943.500000 Penalty: 5215.273926
	Iteration 26Q: 3 clusters Score -4411944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4411953.000000 Penalty: 5215.273926
	Iteration 27Q: 3 clusters Score -4411953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4411957.500000 Penalty: 5215.273926
	Iteration 28Q: 3 clusters Score -4411958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4411954.000000 Penalty: 5215.273926
	Iteration 29Q: 3 clusters Score -4411954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4411961.000000 Penalty: 5215.273926
	Iteration 30Q: 3 clusters Score -4411961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4411966.000000 Penalty: 5215.273926
	Iteration 31Q: 3 clusters Score -4411966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4411966.500000 Penalty: 5215.273926
	Iteration 32Q: 3 clusters Score -4411966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4411965.000000 Penalty: 5215.273926
	Iteration 33Q: 3 clusters Score -4411965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4411967.000000 Penalty: 5215.273926
	Iteration 34Q: 3 clusters Score -4411967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4411967.000000 Penalty: 5215.273926
	Iteration 35F: 3 clusters Score -4411967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (223376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223376 members 
Entering Unmasked Estep 
Score: -26705320.000000 Penalty: 3054.519531
	Iteration 0F: 2 clusters Score -2.670532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111461 members 
Mstep: Class 2 contains 111915 members 
Entering Unmasked Estep 
Score: -26587316.000000 Penalty: 6109.039062
	Iteration 0F: 3 clusters Score -2.658732e+07 nChanged 108016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108007 members 
Mstep: Class 2 contains 115369 members 
Entering Unmasked Estep 
Score: -26650360.000000 Penalty: 6109.039062
	Iteration 1F: 3 clusters Score -2.665036e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105998 members 
Mstep: Class 2 contains 117378 members 
Entering Unmasked Estep 
Score: -26651362.000000 Penalty: 6109.039062
	Iteration 2Q: 3 clusters Score -2.665136e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102913 members 
Mstep: Class 2 contains 120463 members 
Entering Unmasked Estep 
Score: -26653062.000000 Penalty: 6109.039062
	Iteration 3Q: 3 clusters Score -2.665306e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98278 members 
Mstep: Class 2 contains 125098 members 
Entering Unmasked Estep 
Score: -26655026.000000 Penalty: 6109.039062
	Iteration 4Q: 3 clusters Score -2.665503e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91239 members 
Mstep: Class 2 contains 132137 members 
Entering Unmasked Estep 
Score: -26658388.000000 Penalty: 6109.039062
	Iteration 5Q: 3 clusters Score -2.665839e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 142592 members 
Entering Unmasked Estep 
Score: -26664196.000000 Penalty: 6109.039062
	Iteration 6F: 3 clusters Score -2.66642e+07 nChanged 14723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 156939 members 
Entering Unmasked Estep 
Score: -26673466.000000 Penalty: 6109.039062
	Iteration 7F: 3 clusters Score -2.667347e+07 nChanged 17275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 173894 members 
Entering Unmasked Estep 
Score: -26683026.000000 Penalty: 6109.039062
	Iteration 8F: 3 clusters Score -2.668303e+07 nChanged 15443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 188845 members 
Entering Unmasked Estep 
Score: -26691048.000000 Penalty: 6109.039062
	Iteration 9F: 3 clusters Score -2.669105e+07 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 199213 members 
Entering Unmasked Estep 
Score: -26695268.000000 Penalty: 6109.039062
	Iteration 10Q: 3 clusters Score -2.669527e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 205369 members 
Entering Unmasked Estep 
Score: -26697368.000000 Penalty: 6109.039062
	Iteration 11Q: 3 clusters Score -2.669737e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 209188 members 
Entering Unmasked Estep 
Score: -26698618.000000 Penalty: 6109.039062
	Iteration 12Q: 3 clusters Score -2.669862e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 211704 members 
Entering Unmasked Estep 
Score: -26699444.000000 Penalty: 6109.039062
	Iteration 13Q: 3 clusters Score -2.669944e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 213494 members 
Entering Unmasked Estep 
Score: -26699796.000000 Penalty: 6109.039062
	Iteration 14Q: 3 clusters Score -2.66998e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 214892 members 
Entering Unmasked Estep 
Score: -26700236.000000 Penalty: 6109.039062
	Iteration 15Q: 3 clusters Score -2.670024e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 215977 members 
Entering Unmasked Estep 
Score: -26700640.000000 Penalty: 6109.039062
	Iteration 16Q: 3 clusters Score -2.670064e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 216853 members 
Entering Unmasked Estep 
Score: -26700994.000000 Penalty: 6109.039062
	Iteration 17Q: 3 clusters Score -2.670099e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 217562 members 
Entering Unmasked Estep 
Score: -26701102.000000 Penalty: 6109.039062
	Iteration 18Q: 3 clusters Score -2.67011e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 218141 members 
Entering Unmasked Estep 
Score: -26701188.000000 Penalty: 6109.039062
	Iteration 19Q: 3 clusters Score -2.670119e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 218639 members 
Entering Unmasked Estep 
Score: -26701380.000000 Penalty: 6109.039062
	Iteration 20F: 3 clusters Score -2.670138e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 219074 members 
Entering Unmasked Estep 
Score: -26701564.000000 Penalty: 6109.039062
	Iteration 21Q: 3 clusters Score -2.670156e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 219448 members 
Entering Unmasked Estep 
Score: -26701728.000000 Penalty: 6109.039062
	Iteration 22Q: 3 clusters Score -2.670173e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 219750 members 
Entering Unmasked Estep 
Score: -26701826.000000 Penalty: 6109.039062
	Iteration 23Q: 3 clusters Score -2.670183e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 220002 members 
Entering Unmasked Estep 
Score: -26701824.000000 Penalty: 6109.039062
	Iteration 24Q: 3 clusters Score -2.670182e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 220214 members 
Entering Unmasked Estep 
Score: -26701948.000000 Penalty: 6109.039062
	Iteration 25Q: 3 clusters Score -2.670195e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 220404 members 
Entering Unmasked Estep 
Score: -26702044.000000 Penalty: 6109.039062
	Iteration 26Q: 3 clusters Score -2.670204e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 220573 members 
Entering Unmasked Estep 
Score: -26702140.000000 Penalty: 6109.039062
	Iteration 27Q: 3 clusters Score -2.670214e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 220717 members 
Entering Unmasked Estep 
Score: -26702202.000000 Penalty: 6109.039062
	Iteration 28Q: 3 clusters Score -2.67022e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 220844 members 
Entering Unmasked Estep 
Score: -26702248.000000 Penalty: 6109.039062
	Iteration 29Q: 3 clusters Score -2.670225e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 220947 members 
Entering Unmasked Estep 
Score: -26702288.000000 Penalty: 6109.039062
	Iteration 30Q: 3 clusters Score -2.670229e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 221052 members 
Entering Unmasked Estep 
Score: -26702318.000000 Penalty: 6109.039062
	Iteration 31Q: 3 clusters Score -2.670232e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 221129 members 
Entering Unmasked Estep 
Score: -26702352.000000 Penalty: 6109.039062
	Iteration 32Q: 3 clusters Score -2.670235e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 221200 members 
Entering Unmasked Estep 
Score: -26702376.000000 Penalty: 6109.039062
	Iteration 33Q: 3 clusters Score -2.670238e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 221257 members 
Entering Unmasked Estep 
Score: -26702418.000000 Penalty: 6109.039062
	Iteration 34Q: 3 clusters Score -2.670242e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 221297 members 
Entering Unmasked Estep 
Score: -26702444.000000 Penalty: 6109.039062
	Iteration 35Q: 3 clusters Score -2.670244e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 221332 members 
Entering Unmasked Estep 
Score: -26702438.000000 Penalty: 6109.039062
	Iteration 36Q: 3 clusters Score -2.670244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 221361 members 
Entering Unmasked Estep 
Score: -26702454.000000 Penalty: 6109.039062
	Iteration 37Q: 3 clusters Score -2.670245e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 221394 members 
Entering Unmasked Estep 
Score: -26702474.000000 Penalty: 6109.039062
	Iteration 38Q: 3 clusters Score -2.670247e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 221417 members 
Entering Unmasked Estep 
Score: -26702482.000000 Penalty: 6109.039062
	Iteration 39Q: 3 clusters Score -2.670248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 221429 members 
Entering Unmasked Estep 
Score: -26702482.000000 Penalty: 6109.039062
	Iteration 40F: 3 clusters Score -2.670248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 221435 members 
Entering Unmasked Estep 
Score: -26702472.000000 Penalty: 6109.039062
	Iteration 41Q: 3 clusters Score -2.670247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 221445 members 
Entering Unmasked Estep 
Score: -26702492.000000 Penalty: 6109.039062
	Iteration 42Q: 3 clusters Score -2.670249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 221453 members 
Entering Unmasked Estep 
Score: -26702496.000000 Penalty: 6109.039062
	Iteration 43Q: 3 clusters Score -2.67025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 221461 members 
Entering Unmasked Estep 
Score: -26702496.000000 Penalty: 6109.039062
	Iteration 44Q: 3 clusters Score -2.67025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 221463 members 
Entering Unmasked Estep 
Score: -26702514.000000 Penalty: 6109.039062
	Iteration 45Q: 3 clusters Score -2.670251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 221469 members 
Entering Unmasked Estep 
Score: -26702500.000000 Penalty: 6109.039062
	Iteration 46Q: 3 clusters Score -2.67025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 221474 members 
Entering Unmasked Estep 
Score: -26702482.000000 Penalty: 6109.039062
	Iteration 47Q: 3 clusters Score -2.670248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 221488 members 
Entering Unmasked Estep 
Score: -26702480.000000 Penalty: 6109.039062
	Iteration 48Q: 3 clusters Score -2.670248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 221497 members 
Entering Unmasked Estep 
Score: -26702484.000000 Penalty: 6109.039062
	Iteration 49Q: 3 clusters Score -2.670248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 221510 members 
Entering Unmasked Estep 
Score: -26702490.000000 Penalty: 6109.039062
	Iteration 50Q: 3 clusters Score -2.670249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 221524 members 
Entering Unmasked Estep 
Score: -26702478.000000 Penalty: 6109.039062
	Iteration 51Q: 3 clusters Score -2.670248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 221544 members 
Entering Unmasked Estep 
Score: -26702516.000000 Penalty: 6109.039062
	Iteration 52Q: 3 clusters Score -2.670252e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 221565 members 
Entering Unmasked Estep 
Score: -26702528.000000 Penalty: 6109.039062
	Iteration 53Q: 3 clusters Score -2.670253e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 221582 members 
Entering Unmasked Estep 
Score: -26702540.000000 Penalty: 6109.039062
	Iteration 54Q: 3 clusters Score -2.670254e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 221604 members 
Entering Unmasked Estep 
Score: -26702558.000000 Penalty: 6109.039062
	Iteration 55Q: 3 clusters Score -2.670256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 221624 members 
Entering Unmasked Estep 
Score: -26702562.000000 Penalty: 6109.039062
	Iteration 56Q: 3 clusters Score -2.670256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 221644 members 
Entering Unmasked Estep 
Score: -26702550.000000 Penalty: 6109.039062
	Iteration 57Q: 3 clusters Score -2.670255e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 221660 members 
Entering Unmasked Estep 
Score: -26702572.000000 Penalty: 6109.039062
	Iteration 58Q: 3 clusters Score -2.670257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 221669 members 
Entering Unmasked Estep 
Score: -26702554.000000 Penalty: 6109.039062
	Iteration 59Q: 3 clusters Score -2.670255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 221679 members 
Entering Unmasked Estep 
Score: -26702564.000000 Penalty: 6109.039062
	Iteration 60F: 3 clusters Score -2.670256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 221688 members 
Entering Unmasked Estep 
Score: -26702570.000000 Penalty: 6109.039062
	Iteration 61Q: 3 clusters Score -2.670257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 221699 members 
Entering Unmasked Estep 
Score: -26702564.000000 Penalty: 6109.039062
	Iteration 62Q: 3 clusters Score -2.670256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 221707 members 
Entering Unmasked Estep 
Score: -26702586.000000 Penalty: 6109.039062
	Iteration 63Q: 3 clusters Score -2.670259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 221715 members 
Entering Unmasked Estep 
Score: -26702578.000000 Penalty: 6109.039062
	Iteration 64Q: 3 clusters Score -2.670258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 221724 members 
Entering Unmasked Estep 
Score: -26702596.000000 Penalty: 6109.039062
	Iteration 65Q: 3 clusters Score -2.67026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 221727 members 
Entering Unmasked Estep 
Score: -26702596.000000 Penalty: 6109.039062
	Iteration 66Q: 3 clusters Score -2.67026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 221735 members 
Entering Unmasked Estep 
Score: -26702598.000000 Penalty: 6109.039062
	Iteration 67Q: 3 clusters Score -2.67026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 221746 members 
Entering Unmasked Estep 
Score: -26702586.000000 Penalty: 6109.039062
	Iteration 68Q: 3 clusters Score -2.670259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 221754 members 
Entering Unmasked Estep 
Score: -26702574.000000 Penalty: 6109.039062
	Iteration 69Q: 3 clusters Score -2.670257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 221761 members 
Entering Unmasked Estep 
Score: -26702566.000000 Penalty: 6109.039062
	Iteration 70Q: 3 clusters Score -2.670257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 221773 members 
Entering Unmasked Estep 
Score: -26702562.000000 Penalty: 6109.039062
	Iteration 71Q: 3 clusters Score -2.670256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 221785 members 
Entering Unmasked Estep 
Score: -26702574.000000 Penalty: 6109.039062
	Iteration 72Q: 3 clusters Score -2.670257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 221796 members 
Entering Unmasked Estep 
Score: -26702576.000000 Penalty: 6109.039062
	Iteration 73Q: 3 clusters Score -2.670258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 221801 members 
Entering Unmasked Estep 
Score: -26702594.000000 Penalty: 6109.039062
	Iteration 74Q: 3 clusters Score -2.670259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 221800 members 
Entering Unmasked Estep 
Score: -26702594.000000 Penalty: 6109.039062
	Iteration 75Q: 3 clusters Score -2.670259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 221798 members 
Entering Unmasked Estep 
Score: -26702600.000000 Penalty: 6109.039062
	Iteration 76Q: 3 clusters Score -2.67026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 221799 members 
Entering Unmasked Estep 
Score: -26702614.000000 Penalty: 6109.039062
	Iteration 77Q: 3 clusters Score -2.670261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 221799 members 
Entering Unmasked Estep 
Score: -26702612.000000 Penalty: 6109.039062
	Iteration 78Q: 3 clusters Score -2.670261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 221805 members 
Entering Unmasked Estep 
Score: -26702606.000000 Penalty: 6109.039062
	Iteration 79Q: 3 clusters Score -2.670261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 221811 members 
Entering Unmasked Estep 
Score: -26702600.000000 Penalty: 6109.039062
	Iteration 80F: 3 clusters Score -2.67026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 221814 members 
Entering Unmasked Estep 
Score: -26702588.000000 Penalty: 6109.039062
	Iteration 81Q: 3 clusters Score -2.670259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 221815 members 
Entering Unmasked Estep 
Score: -26702596.000000 Penalty: 6109.039062
	Iteration 82Q: 3 clusters Score -2.67026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 221817 members 
Entering Unmasked Estep 
Score: -26702596.000000 Penalty: 6109.039062
	Iteration 83Q: 3 clusters Score -2.67026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 221820 members 
Entering Unmasked Estep 
Score: -26702600.000000 Penalty: 6109.039062
	Iteration 84Q: 3 clusters Score -2.67026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 221819 members 
Entering Unmasked Estep 
Score: -26702610.000000 Penalty: 6109.039062
	Iteration 85Q: 3 clusters Score -2.670261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 221823 members 
Entering Unmasked Estep 
Score: -26702622.000000 Penalty: 6109.039062
	Iteration 86Q: 3 clusters Score -2.670262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 221826 members 
Entering Unmasked Estep 
Score: -26702626.000000 Penalty: 6109.039062
	Iteration 87Q: 3 clusters Score -2.670263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 221828 members 
Entering Unmasked Estep 
Score: -26702630.000000 Penalty: 6109.039062
	Iteration 88Q: 3 clusters Score -2.670263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 221830 members 
Entering Unmasked Estep 
Score: -26702626.000000 Penalty: 6109.039062
	Iteration 89Q: 3 clusters Score -2.670263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 221830 members 
Entering Unmasked Estep 
Score: -26702630.000000 Penalty: 6109.039062
	Iteration 90Q: 3 clusters Score -2.670263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 221830 members 
Entering Unmasked Estep 
Score: -26702626.000000 Penalty: 6109.039062
	Iteration 91Q: 3 clusters Score -2.670263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 221830 members 
Entering Unmasked Estep 
Score: -26702626.000000 Penalty: 6109.039062
	Iteration 92F: 3 clusters Score -2.670263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 178682 members 
Mstep: Class 3 contains 49586 members 
Mstep: Class 4 contains 13431 members 
Mstep: Class 5 contains 4229 members 
Mstep: Class 6 contains 9755 members 
Mstep: Class 7 contains 29403 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 37381 members 
Mstep: Class 10 contains 13603 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62215 members 
Mstep: Class 13 contains 95864 members 
Mstep: Class 14 contains 205814 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 4426 members 
Mstep: Class 17 contains 33569 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11425 members 
Mstep: Class 20 contains 37846 members 
Mstep: Class 21 contains 11564 members 
Mstep: Class 22 contains 158217 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 18044 members 
Mstep: Class 27 contains 36852 members 
Mstep: Class 28 contains 223376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156046064.000000 Penalty: 101497.804688
Iteration 159Q: 30 clusters Score -1.560461e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 178711 members 
Mstep: Class 3 contains 49587 members 
Mstep: Class 4 contains 13435 members 
Mstep: Class 5 contains 4232 members 
Mstep: Class 6 contains 9769 members 
Mstep: Class 7 contains 29389 members 
Mstep: Class 8 contains 5052 members 
Mstep: Class 9 contains 37587 members 
Mstep: Class 10 contains 13608 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62304 members 
Mstep: Class 13 contains 95865 members 
Mstep: Class 14 contains 205931 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 4426 members 
Mstep: Class 17 contains 33727 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 37877 members 
Mstep: Class 21 contains 11650 members 
Mstep: Class 22 contains 158260 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 18047 members 
Mstep: Class 27 contains 36865 members 
Mstep: Class 28 contains 223306 members 
Mstep: Class 29 contains 64143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156046192.000000 Penalty: 101497.804688
Iteration 160F: 30 clusters Score -1.560462e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 178689 members 
Mstep: Class 3 contains 49589 members 
Mstep: Class 4 contains 13436 members 
Mstep: Class 5 contains 4237 members 
Mstep: Class 6 contains 9737 members 
Mstep: Class 7 contains 29376 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 37753 members 
Mstep: Class 10 contains 13590 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62211 members 
Mstep: Class 13 contains 95863 members 
Mstep: Class 14 contains 205672 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 33876 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 37890 members 
Mstep: Class 21 contains 11682 members 
Mstep: Class 22 contains 158234 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 18036 members 
Mstep: Class 27 contains 36866 members 
Mstep: Class 28 contains 223133 members 
Mstep: Class 29 contains 64424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156046144.000000 Penalty: 101497.804688
Iteration 161Q: 30 clusters Score -1.560461e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 178658 members 
Mstep: Class 3 contains 49593 members 
Mstep: Class 4 contains 13439 members 
Mstep: Class 5 contains 4238 members 
Mstep: Class 6 contains 9721 members 
Mstep: Class 7 contains 29364 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 37887 members 
Mstep: Class 10 contains 13589 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62145 members 
Mstep: Class 13 contains 95859 members 
Mstep: Class 14 contains 205492 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 4449 members 
Mstep: Class 17 contains 34048 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 37904 members 
Mstep: Class 21 contains 11717 members 
Mstep: Class 22 contains 158223 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 18031 members 
Mstep: Class 27 contains 36874 members 
Mstep: Class 28 contains 222971 members 
Mstep: Class 29 contains 64523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156046352.000000 Penalty: 101497.804688
Iteration 162Q: 30 clusters Score -1.560464e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 178646 members 
Mstep: Class 3 contains 49595 members 
Mstep: Class 4 contains 13439 members 
Mstep: Class 5 contains 4242 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 29343 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 38011 members 
Mstep: Class 10 contains 13583 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62101 members 
Mstep: Class 13 contains 95857 members 
Mstep: Class 14 contains 205335 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 34216 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11432 members 
Mstep: Class 20 contains 37910 members 
Mstep: Class 21 contains 11764 members 
Mstep: Class 22 contains 158214 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 18028 members 
Mstep: Class 27 contains 36891 members 
Mstep: Class 28 contains 222798 members 
Mstep: Class 29 contains 64569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156046352.000000 Penalty: 101497.804688
Iteration 163Q: 30 clusters Score -1.560464e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 178629 members 
Mstep: Class 3 contains 49595 members 
Mstep: Class 4 contains 13441 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 9702 members 
Mstep: Class 7 contains 29322 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 38110 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62052 members 
Mstep: Class 13 contains 95858 members 
Mstep: Class 14 contains 205198 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 4496 members 
Mstep: Class 17 contains 34389 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11433 members 
Mstep: Class 20 contains 37926 members 
Mstep: Class 21 contains 11810 members 
Mstep: Class 22 contains 158208 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 18020 members 
Mstep: Class 27 contains 36906 members 
Mstep: Class 28 contains 222632 members 
Mstep: Class 29 contains 64602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156046432.000000 Penalty: 101497.804688
Iteration 164Q: 30 clusters Score -1.560464e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 178613 members 
Mstep: Class 3 contains 49592 members 
Mstep: Class 4 contains 13441 members 
Mstep: Class 5 contains 4248 members 
Mstep: Class 6 contains 9702 members 
Mstep: Class 7 contains 29295 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 38188 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 62013 members 
Mstep: Class 13 contains 95855 members 
Mstep: Class 14 contains 205112 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 4516 members 
Mstep: Class 17 contains 34528 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 37935 members 
Mstep: Class 21 contains 11848 members 
Mstep: Class 22 contains 158218 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3178 members 
Mstep: Class 26 contains 18012 members 
Mstep: Class 27 contains 36915 members 
Mstep: Class 28 contains 222506 members 
Mstep: Class 29 contains 64597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156046464.000000 Penalty: 101497.804688
Iteration 165Q: 30 clusters Score -1.560465e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 178595 members 
Mstep: Class 3 contains 49592 members 
Mstep: Class 4 contains 13439 members 
Mstep: Class 5 contains 4256 members 
Mstep: Class 6 contains 9698 members 
Mstep: Class 7 contains 29270 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 38260 members 
Mstep: Class 10 contains 13578 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61992 members 
Mstep: Class 13 contains 95849 members 
Mstep: Class 14 contains 205016 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 4534 members 
Mstep: Class 17 contains 34653 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 11885 members 
Mstep: Class 22 contains 158221 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3178 members 
Mstep: Class 26 contains 17999 members 
Mstep: Class 27 contains 36926 members 
Mstep: Class 28 contains 222397 members 
Mstep: Class 29 contains 64593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156046560.000000 Penalty: 101497.804688
Iteration 166Q: 30 clusters Score -1.560466e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 178591 members 
Mstep: Class 3 contains 49587 members 
Mstep: Class 4 contains 13439 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 9694 members 
Mstep: Class 7 contains 29235 members 
Mstep: Class 8 contains 5054 members 
Mstep: Class 9 contains 38312 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61965 members 
Mstep: Class 13 contains 95846 members 
Mstep: Class 14 contains 204970 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 4545 members 
Mstep: Class 17 contains 34784 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 37959 members 
Mstep: Class 21 contains 11927 members 
Mstep: Class 22 contains 158218 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 17995 members 
Mstep: Class 27 contains 36946 members 
Mstep: Class 28 contains 222282 members 
Mstep: Class 29 contains 64566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156046320.000000 Penalty: 101497.804688
Iteration 167Q: 30 clusters Score -1.560463e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 178583 members 
Mstep: Class 3 contains 49580 members 
Mstep: Class 4 contains 13441 members 
Mstep: Class 5 contains 4268 members 
Mstep: Class 6 contains 9692 members 
Mstep: Class 7 contains 29206 members 
Mstep: Class 8 contains 5057 members 
Mstep: Class 9 contains 38358 members 
Mstep: Class 10 contains 13583 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61958 members 
Mstep: Class 13 contains 95849 members 
Mstep: Class 14 contains 204924 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 34933 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 37964 members 
Mstep: Class 21 contains 11969 members 
Mstep: Class 22 contains 158208 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 17993 members 
Mstep: Class 27 contains 36960 members 
Mstep: Class 28 contains 222148 members 
Mstep: Class 29 contains 64529 members 
Entering Unmasked Estep 
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Iteration 168Q: 30 clusters Score -1.560466e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 178579 members 
Mstep: Class 3 contains 49567 members 
Mstep: Class 4 contains 13440 members 
Mstep: Class 5 contains 4276 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 29188 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 9 contains 38397 members 
Mstep: Class 10 contains 13583 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61943 members 
Mstep: Class 13 contains 95846 members 
Mstep: Class 14 contains 204869 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 4569 members 
Mstep: Class 17 contains 35078 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 37980 members 
Mstep: Class 21 contains 12005 members 
Mstep: Class 22 contains 158229 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3183 members 
Mstep: Class 26 contains 17988 members 
Mstep: Class 27 contains 36971 members 
Mstep: Class 28 contains 222021 members 
Mstep: Class 29 contains 64478 members 
Entering Unmasked Estep 
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Iteration 169Q: 30 clusters Score -1.560468e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 178572 members 
Mstep: Class 3 contains 49558 members 
Mstep: Class 4 contains 13441 members 
Mstep: Class 5 contains 4280 members 
Mstep: Class 6 contains 9686 members 
Mstep: Class 7 contains 29165 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 38436 members 
Mstep: Class 10 contains 13584 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61937 members 
Mstep: Class 13 contains 95844 members 
Mstep: Class 14 contains 204831 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 4577 members 
Mstep: Class 17 contains 35231 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11439 members 
Mstep: Class 20 contains 37982 members 
Mstep: Class 21 contains 12045 members 
Mstep: Class 22 contains 158239 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3182 members 
Mstep: Class 26 contains 17984 members 
Mstep: Class 27 contains 36978 members 
Mstep: Class 28 contains 221885 members 
Mstep: Class 29 contains 64434 members 
Entering Unmasked Estep 
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Iteration 170Q: 30 clusters Score -1.560466e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 178567 members 
Mstep: Class 3 contains 49549 members 
Mstep: Class 4 contains 13440 members 
Mstep: Class 5 contains 4286 members 
Mstep: Class 6 contains 9683 members 
Mstep: Class 7 contains 29152 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 38478 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61929 members 
Mstep: Class 13 contains 95841 members 
Mstep: Class 14 contains 204792 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 4585 members 
Mstep: Class 17 contains 35375 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11441 members 
Mstep: Class 20 contains 37984 members 
Mstep: Class 21 contains 12080 members 
Mstep: Class 22 contains 158245 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 17983 members 
Mstep: Class 27 contains 36989 members 
Mstep: Class 28 contains 221741 members 
Mstep: Class 29 contains 64402 members 
Entering Unmasked Estep 
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Iteration 171Q: 30 clusters Score -1.560468e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 178557 members 
Mstep: Class 3 contains 49530 members 
Mstep: Class 4 contains 13442 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 9676 members 
Mstep: Class 7 contains 29135 members 
Mstep: Class 8 contains 5071 members 
Mstep: Class 9 contains 38511 members 
Mstep: Class 10 contains 13580 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61924 members 
Mstep: Class 13 contains 95840 members 
Mstep: Class 14 contains 204773 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 4594 members 
Mstep: Class 17 contains 35504 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11441 members 
Mstep: Class 20 contains 37988 members 
Mstep: Class 21 contains 12114 members 
Mstep: Class 22 contains 158256 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 17980 members 
Mstep: Class 27 contains 37008 members 
Mstep: Class 28 contains 221602 members 
Mstep: Class 29 contains 64372 members 
Entering Unmasked Estep 
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Iteration 172Q: 30 clusters Score -1.56047e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 178546 members 
Mstep: Class 3 contains 49522 members 
Mstep: Class 4 contains 13446 members 
Mstep: Class 5 contains 4309 members 
Mstep: Class 6 contains 9674 members 
Mstep: Class 7 contains 29123 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 38537 members 
Mstep: Class 10 contains 13576 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61919 members 
Mstep: Class 13 contains 95844 members 
Mstep: Class 14 contains 204757 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 4604 members 
Mstep: Class 17 contains 35620 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11440 members 
Mstep: Class 20 contains 37983 members 
Mstep: Class 21 contains 12144 members 
Mstep: Class 22 contains 158255 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 17978 members 
Mstep: Class 27 contains 37023 members 
Mstep: Class 28 contains 221482 members 
Mstep: Class 29 contains 64339 members 
Entering Unmasked Estep 
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Iteration 173Q: 30 clusters Score -1.560474e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 178546 members 
Mstep: Class 3 contains 49515 members 
Mstep: Class 4 contains 13448 members 
Mstep: Class 5 contains 4322 members 
Mstep: Class 6 contains 9669 members 
Mstep: Class 7 contains 29113 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 38565 members 
Mstep: Class 10 contains 13571 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61917 members 
Mstep: Class 13 contains 95845 members 
Mstep: Class 14 contains 204750 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4612 members 
Mstep: Class 17 contains 35724 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11440 members 
Mstep: Class 20 contains 37988 members 
Mstep: Class 21 contains 12165 members 
Mstep: Class 22 contains 158259 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3178 members 
Mstep: Class 26 contains 17978 members 
Mstep: Class 27 contains 37032 members 
Mstep: Class 28 contains 221349 members 
Mstep: Class 29 contains 64314 members 
Entering Unmasked Estep 
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Iteration 174Q: 30 clusters Score -1.560474e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 178540 members 
Mstep: Class 3 contains 49513 members 
Mstep: Class 4 contains 13447 members 
Mstep: Class 5 contains 4338 members 
Mstep: Class 6 contains 9670 members 
Mstep: Class 7 contains 29100 members 
Mstep: Class 8 contains 5070 members 
Mstep: Class 9 contains 38595 members 
Mstep: Class 10 contains 13569 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61915 members 
Mstep: Class 13 contains 95849 members 
Mstep: Class 14 contains 204737 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 16 contains 4617 members 
Mstep: Class 17 contains 35837 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11442 members 
Mstep: Class 20 contains 37990 members 
Mstep: Class 21 contains 12186 members 
Mstep: Class 22 contains 158260 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3173 members 
Mstep: Class 26 contains 17977 members 
Mstep: Class 27 contains 37040 members 
Mstep: Class 28 contains 221207 members 
Mstep: Class 29 contains 64295 members 
Entering Unmasked Estep 
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Iteration 175Q: 30 clusters Score -1.560476e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 178533 members 
Mstep: Class 3 contains 49512 members 
Mstep: Class 4 contains 13449 members 
Mstep: Class 5 contains 4346 members 
Mstep: Class 6 contains 9666 members 
Mstep: Class 7 contains 29094 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 38624 members 
Mstep: Class 10 contains 13565 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61915 members 
Mstep: Class 13 contains 95851 members 
Mstep: Class 14 contains 204708 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 35939 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11443 members 
Mstep: Class 20 contains 37991 members 
Mstep: Class 21 contains 12206 members 
Mstep: Class 22 contains 158269 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3168 members 
Mstep: Class 26 contains 17975 members 
Mstep: Class 27 contains 37050 members 
Mstep: Class 28 contains 221097 members 
Mstep: Class 29 contains 64271 members 
Entering Unmasked Estep 
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Iteration 176Q: 30 clusters Score -1.560478e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 178529 members 
Mstep: Class 3 contains 49503 members 
Mstep: Class 4 contains 13453 members 
Mstep: Class 5 contains 4357 members 
Mstep: Class 6 contains 9662 members 
Mstep: Class 7 contains 29088 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 38651 members 
Mstep: Class 10 contains 13564 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61917 members 
Mstep: Class 13 contains 95851 members 
Mstep: Class 14 contains 204675 members 
Mstep: Class 15 contains 10018 members 
Mstep: Class 16 contains 4626 members 
Mstep: Class 17 contains 36038 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11443 members 
Mstep: Class 20 contains 37993 members 
Mstep: Class 21 contains 12224 members 
Mstep: Class 22 contains 158280 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3163 members 
Mstep: Class 26 contains 17975 members 
Mstep: Class 27 contains 37051 members 
Mstep: Class 28 contains 220995 members 
Mstep: Class 29 contains 64252 members 
Entering Unmasked Estep 
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Iteration 177Q: 30 clusters Score -1.560479e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 178522 members 
Mstep: Class 3 contains 49498 members 
Mstep: Class 4 contains 13455 members 
Mstep: Class 5 contains 4367 members 
Mstep: Class 6 contains 9663 members 
Mstep: Class 7 contains 29081 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 38665 members 
Mstep: Class 10 contains 13561 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61917 members 
Mstep: Class 13 contains 95851 members 
Mstep: Class 14 contains 204658 members 
Mstep: Class 15 contains 10018 members 
Mstep: Class 16 contains 4629 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11443 members 
Mstep: Class 20 contains 37994 members 
Mstep: Class 21 contains 12245 members 
Mstep: Class 22 contains 158292 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 37048 members 
Mstep: Class 28 contains 220864 members 
Mstep: Class 29 contains 64247 members 
Entering Unmasked Estep 
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Iteration 178Q: 30 clusters Score -1.560478e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 178512 members 
Mstep: Class 3 contains 49493 members 
Mstep: Class 4 contains 13458 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 9662 members 
Mstep: Class 7 contains 29072 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 38680 members 
Mstep: Class 10 contains 13564 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61911 members 
Mstep: Class 13 contains 95852 members 
Mstep: Class 14 contains 204642 members 
Mstep: Class 15 contains 10018 members 
Mstep: Class 16 contains 4633 members 
Mstep: Class 17 contains 36271 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11443 members 
Mstep: Class 20 contains 38002 members 
Mstep: Class 21 contains 12267 members 
Mstep: Class 22 contains 158293 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3154 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 37053 members 
Mstep: Class 28 contains 220742 members 
Mstep: Class 29 contains 64225 members 
Entering Unmasked Estep 
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Iteration 179Q: 30 clusters Score -1.56048e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 178496 members 
Mstep: Class 3 contains 49486 members 
Mstep: Class 4 contains 13460 members 
Mstep: Class 5 contains 4379 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 29067 members 
Mstep: Class 8 contains 5082 members 
Mstep: Class 9 contains 38694 members 
Mstep: Class 10 contains 13563 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 61904 members 
Mstep: Class 13 contains 95853 members 
Mstep: Class 14 contains 204631 members 
Mstep: Class 15 contains 10018 members 
Mstep: Class 16 contains 4639 members 
Mstep: Class 17 contains 36389 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11443 members 
Mstep: Class 20 contains 38004 members 
Mstep: Class 21 contains 12293 members 
Mstep: Class 22 contains 158288 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 17974 members 
Mstep: Class 27 contains 37057 members 
Mstep: Class 28 contains 220645 members 
Mstep: Class 29 contains 64197 members 
Entering Unmasked Estep 
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Iteration 180F: 30 clusters Score -1.560481e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 178474 members 
Mstep: Class 3 contains 49482 members 
Mstep: Class 4 contains 13461 members 
Mstep: Class 5 contains 4384 members 
Mstep: Class 6 contains 9657 members 
Mstep: Class 7 contains 29063 members 
Mstep: Class 8 contains 5084 members 
Mstep: Class 9 contains 38703 members 
Mstep: Class 10 contains 13566 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 61906 members 
Mstep: Class 13 contains 95854 members 
Mstep: Class 14 contains 204620 members 
Mstep: Class 15 contains 10018 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 36519 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11445 members 
Mstep: Class 20 contains 38003 members 
Mstep: Class 21 contains 12327 members 
Mstep: Class 22 contains 158276 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3145 members 
Mstep: Class 26 contains 17975 members 
Mstep: Class 27 contains 37057 members 
Mstep: Class 28 contains 220534 members 
Mstep: Class 29 contains 64167 members 
Entering Unmasked Estep 
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Iteration 181Q: 30 clusters Score -1.560483e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 178462 members 
Mstep: Class 3 contains 49482 members 
Mstep: Class 4 contains 13462 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 29062 members 
Mstep: Class 8 contains 5082 members 
Mstep: Class 9 contains 38709 members 
Mstep: Class 10 contains 13566 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 61905 members 
Mstep: Class 13 contains 95852 members 
Mstep: Class 14 contains 204599 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 36620 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11446 members 
Mstep: Class 20 contains 38010 members 
Mstep: Class 21 contains 12355 members 
Mstep: Class 22 contains 158278 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 17975 members 
Mstep: Class 27 contains 37059 members 
Mstep: Class 28 contains 220434 members 
Mstep: Class 29 contains 64150 members 
Entering Unmasked Estep 
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Iteration 182Q: 30 clusters Score -1.560483e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 178458 members 
Mstep: Class 3 contains 49482 members 
Mstep: Class 4 contains 13463 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 9654 members 
Mstep: Class 7 contains 29057 members 
Mstep: Class 8 contains 5087 members 
Mstep: Class 9 contains 38717 members 
Mstep: Class 10 contains 13567 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61904 members 
Mstep: Class 13 contains 95849 members 
Mstep: Class 14 contains 204598 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 36740 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11445 members 
Mstep: Class 20 contains 38012 members 
Mstep: Class 21 contains 12371 members 
Mstep: Class 22 contains 158259 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3136 members 
Mstep: Class 26 contains 17975 members 
Mstep: Class 27 contains 37066 members 
Mstep: Class 28 contains 220321 members 
Mstep: Class 29 contains 64138 members 
Entering Unmasked Estep 
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Iteration 183Q: 30 clusters Score -1.560481e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 178454 members 
Mstep: Class 3 contains 49484 members 
Mstep: Class 4 contains 13465 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 9651 members 
Mstep: Class 7 contains 29055 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 38729 members 
Mstep: Class 10 contains 13568 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61891 members 
Mstep: Class 13 contains 95846 members 
Mstep: Class 14 contains 204581 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 4647 members 
Mstep: Class 17 contains 36849 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11447 members 
Mstep: Class 20 contains 38012 members 
Mstep: Class 21 contains 12382 members 
Mstep: Class 22 contains 158254 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3131 members 
Mstep: Class 26 contains 17974 members 
Mstep: Class 27 contains 37071 members 
Mstep: Class 28 contains 220228 members 
Mstep: Class 29 contains 64130 members 
Entering Unmasked Estep 
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Iteration 184Q: 30 clusters Score -1.560482e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 178455 members 
Mstep: Class 3 contains 49482 members 
Mstep: Class 4 contains 13466 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 9648 members 
Mstep: Class 7 contains 29050 members 
Mstep: Class 8 contains 5090 members 
Mstep: Class 9 contains 38738 members 
Mstep: Class 10 contains 13568 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61879 members 
Mstep: Class 13 contains 95846 members 
Mstep: Class 14 contains 204573 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 4649 members 
Mstep: Class 17 contains 36973 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11448 members 
Mstep: Class 20 contains 38010 members 
Mstep: Class 21 contains 12396 members 
Mstep: Class 22 contains 158248 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3127 members 
Mstep: Class 26 contains 17970 members 
Mstep: Class 27 contains 37074 members 
Mstep: Class 28 contains 220128 members 
Mstep: Class 29 contains 64123 members 
Entering Unmasked Estep 
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Iteration 185Q: 30 clusters Score -1.560483e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 178455 members 
Mstep: Class 3 contains 49478 members 
Mstep: Class 4 contains 13468 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 9649 members 
Mstep: Class 7 contains 29046 members 
Mstep: Class 8 contains 5089 members 
Mstep: Class 9 contains 38749 members 
Mstep: Class 10 contains 13566 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61879 members 
Mstep: Class 13 contains 95845 members 
Mstep: Class 14 contains 204559 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 4651 members 
Mstep: Class 17 contains 37090 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11448 members 
Mstep: Class 20 contains 38008 members 
Mstep: Class 21 contains 12409 members 
Mstep: Class 22 contains 158241 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3123 members 
Mstep: Class 26 contains 17963 members 
Mstep: Class 27 contains 37085 members 
Mstep: Class 28 contains 220021 members 
Mstep: Class 29 contains 64118 members 
Entering Unmasked Estep 
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Iteration 186Q: 30 clusters Score -1.560481e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 178452 members 
Mstep: Class 3 contains 49475 members 
Mstep: Class 4 contains 13468 members 
Mstep: Class 5 contains 4390 members 
Mstep: Class 6 contains 9649 members 
Mstep: Class 7 contains 29044 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 38761 members 
Mstep: Class 10 contains 13563 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61876 members 
Mstep: Class 13 contains 95843 members 
Mstep: Class 14 contains 204544 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 4651 members 
Mstep: Class 17 contains 37212 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11449 members 
Mstep: Class 20 contains 38008 members 
Mstep: Class 21 contains 12418 members 
Mstep: Class 22 contains 158230 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 17958 members 
Mstep: Class 27 contains 37088 members 
Mstep: Class 28 contains 219917 members 
Mstep: Class 29 contains 64119 members 
Entering Unmasked Estep 
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Iteration 187Q: 30 clusters Score -1.560483e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 178440 members 
Mstep: Class 3 contains 49473 members 
Mstep: Class 4 contains 13470 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 9647 members 
Mstep: Class 7 contains 29040 members 
Mstep: Class 8 contains 5095 members 
Mstep: Class 9 contains 38773 members 
Mstep: Class 10 contains 13561 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61872 members 
Mstep: Class 13 contains 95845 members 
Mstep: Class 14 contains 204539 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4651 members 
Mstep: Class 17 contains 37329 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11450 members 
Mstep: Class 20 contains 38008 members 
Mstep: Class 21 contains 12436 members 
Mstep: Class 22 contains 158224 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3120 members 
Mstep: Class 26 contains 17957 members 
Mstep: Class 27 contains 37087 members 
Mstep: Class 28 contains 219811 members 
Mstep: Class 29 contains 64110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048304.000000 Penalty: 101497.804688
Iteration 188Q: 30 clusters Score -1.560483e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 178434 members 
Mstep: Class 3 contains 49469 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 9645 members 
Mstep: Class 7 contains 29034 members 
Mstep: Class 8 contains 5097 members 
Mstep: Class 9 contains 38779 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61878 members 
Mstep: Class 13 contains 95846 members 
Mstep: Class 14 contains 204530 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 37428 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11448 members 
Mstep: Class 20 contains 38004 members 
Mstep: Class 21 contains 12451 members 
Mstep: Class 22 contains 158220 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3114 members 
Mstep: Class 26 contains 17957 members 
Mstep: Class 27 contains 37087 members 
Mstep: Class 28 contains 219732 members 
Mstep: Class 29 contains 64094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048240.000000 Penalty: 101497.804688
Iteration 189Q: 30 clusters Score -1.560482e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 178441 members 
Mstep: Class 3 contains 49468 members 
Mstep: Class 4 contains 13476 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 29026 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 38781 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61875 members 
Mstep: Class 13 contains 95842 members 
Mstep: Class 14 contains 204513 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 37520 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11444 members 
Mstep: Class 20 contains 38002 members 
Mstep: Class 21 contains 12463 members 
Mstep: Class 22 contains 158226 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3110 members 
Mstep: Class 26 contains 17958 members 
Mstep: Class 27 contains 37093 members 
Mstep: Class 28 contains 219645 members 
Mstep: Class 29 contains 64087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048192.000000 Penalty: 101497.804688
Iteration 190Q: 30 clusters Score -1.560482e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 178440 members 
Mstep: Class 3 contains 49464 members 
Mstep: Class 4 contains 13478 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 9642 members 
Mstep: Class 7 contains 29022 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 38786 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61873 members 
Mstep: Class 13 contains 95840 members 
Mstep: Class 14 contains 204508 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 37595 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11442 members 
Mstep: Class 20 contains 38000 members 
Mstep: Class 21 contains 12473 members 
Mstep: Class 22 contains 158223 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3110 members 
Mstep: Class 26 contains 17954 members 
Mstep: Class 27 contains 37096 members 
Mstep: Class 28 contains 219572 members 
Mstep: Class 29 contains 64080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048416.000000 Penalty: 101497.804688
Iteration 191Q: 30 clusters Score -1.560484e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 178436 members 
Mstep: Class 3 contains 49461 members 
Mstep: Class 4 contains 13479 members 
Mstep: Class 5 contains 4408 members 
Mstep: Class 6 contains 9643 members 
Mstep: Class 7 contains 29018 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 38787 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61870 members 
Mstep: Class 13 contains 95839 members 
Mstep: Class 14 contains 204507 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 37679 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11441 members 
Mstep: Class 20 contains 38004 members 
Mstep: Class 21 contains 12479 members 
Mstep: Class 22 contains 158214 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3111 members 
Mstep: Class 26 contains 17953 members 
Mstep: Class 27 contains 37096 members 
Mstep: Class 28 contains 219498 members 
Mstep: Class 29 contains 64078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048464.000000 Penalty: 101497.804688
Iteration 192Q: 30 clusters Score -1.560485e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 178430 members 
Mstep: Class 3 contains 49462 members 
Mstep: Class 4 contains 13481 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 9643 members 
Mstep: Class 7 contains 29013 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 38789 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61875 members 
Mstep: Class 13 contains 95838 members 
Mstep: Class 14 contains 204505 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 37752 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11438 members 
Mstep: Class 20 contains 37996 members 
Mstep: Class 21 contains 12482 members 
Mstep: Class 22 contains 158216 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3110 members 
Mstep: Class 26 contains 17955 members 
Mstep: Class 27 contains 37094 members 
Mstep: Class 28 contains 219435 members 
Mstep: Class 29 contains 64074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048624.000000 Penalty: 101497.804688
Iteration 193Q: 30 clusters Score -1.560486e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 178419 members 
Mstep: Class 3 contains 49468 members 
Mstep: Class 4 contains 13483 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 9645 members 
Mstep: Class 7 contains 29012 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 38794 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61877 members 
Mstep: Class 13 contains 95841 members 
Mstep: Class 14 contains 204494 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 37838 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 37992 members 
Mstep: Class 21 contains 12480 members 
Mstep: Class 22 contains 158210 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3109 members 
Mstep: Class 26 contains 17953 members 
Mstep: Class 27 contains 37096 members 
Mstep: Class 28 contains 219371 members 
Mstep: Class 29 contains 64069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048672.000000 Penalty: 101497.804688
Iteration 194Q: 30 clusters Score -1.560487e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 178420 members 
Mstep: Class 3 contains 49468 members 
Mstep: Class 4 contains 13483 members 
Mstep: Class 5 contains 4401 members 
Mstep: Class 6 contains 9648 members 
Mstep: Class 7 contains 29005 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 38802 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61876 members 
Mstep: Class 13 contains 95845 members 
Mstep: Class 14 contains 204485 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 37916 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 37995 members 
Mstep: Class 21 contains 12486 members 
Mstep: Class 22 contains 158203 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3112 members 
Mstep: Class 26 contains 17951 members 
Mstep: Class 27 contains 37094 members 
Mstep: Class 28 contains 219301 members 
Mstep: Class 29 contains 64066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048464.000000 Penalty: 101497.804688
Iteration 195Q: 30 clusters Score -1.560485e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 178419 members 
Mstep: Class 3 contains 49470 members 
Mstep: Class 4 contains 13483 members 
Mstep: Class 5 contains 4401 members 
Mstep: Class 6 contains 9649 members 
Mstep: Class 7 contains 29002 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 38803 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61877 members 
Mstep: Class 13 contains 95844 members 
Mstep: Class 14 contains 204497 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 38004 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 37989 members 
Mstep: Class 21 contains 12497 members 
Mstep: Class 22 contains 158201 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3114 members 
Mstep: Class 26 contains 17952 members 
Mstep: Class 27 contains 37094 members 
Mstep: Class 28 contains 219204 members 
Mstep: Class 29 contains 64055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048528.000000 Penalty: 101497.804688
Iteration 196Q: 30 clusters Score -1.560485e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 178421 members 
Mstep: Class 3 contains 49469 members 
Mstep: Class 4 contains 13483 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 28998 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 38803 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61882 members 
Mstep: Class 13 contains 95842 members 
Mstep: Class 14 contains 204510 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 38096 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 37983 members 
Mstep: Class 21 contains 12504 members 
Mstep: Class 22 contains 158196 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17954 members 
Mstep: Class 27 contains 37090 members 
Mstep: Class 28 contains 219102 members 
Mstep: Class 29 contains 64056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048464.000000 Penalty: 101497.804688
Iteration 197Q: 30 clusters Score -1.560485e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 178419 members 
Mstep: Class 3 contains 49466 members 
Mstep: Class 4 contains 13485 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 9652 members 
Mstep: Class 7 contains 28994 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 38811 members 
Mstep: Class 10 contains 13559 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61884 members 
Mstep: Class 13 contains 95843 members 
Mstep: Class 14 contains 204505 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 38184 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 37987 members 
Mstep: Class 21 contains 12501 members 
Mstep: Class 22 contains 158194 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17954 members 
Mstep: Class 27 contains 37091 members 
Mstep: Class 28 contains 219015 members 
Mstep: Class 29 contains 64054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048528.000000 Penalty: 101497.804688
Iteration 198Q: 30 clusters Score -1.560485e+08 nChanged 194
Entering ConstructFrom: 
Score: -156048528.000000 Penalty: 101497.804688
Entering ConstructFrom: 
Trying to split cluster 1 (8233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Entering Unmasked Estep 
Score: -971086.875000 Penalty: 2235.944580
	Iteration 0F: 2 clusters Score -971086.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -964613.125000 Penalty: 4471.889160
	Iteration 0F: 3 clusters Score -964613.1 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -966403.562500 Penalty: 4471.889160
	Iteration 1F: 3 clusters Score -966403.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -966662.875000 Penalty: 4471.889160
	Iteration 2F: 3 clusters Score -966662.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -966825.937500 Penalty: 4471.889160
	Iteration 3Q: 3 clusters Score -966825.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -966942.437500 Penalty: 4471.889160
	Iteration 4Q: 3 clusters Score -966942.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -967061.312500 Penalty: 4471.889160
	Iteration 5Q: 3 clusters Score -967061.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -967177.437500 Penalty: 4471.889160
	Iteration 6Q: 3 clusters Score -967177.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -967290.375000 Penalty: 4471.889160
	Iteration 7Q: 3 clusters Score -967290.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -967399.812500 Penalty: 4471.889160
	Iteration 8Q: 3 clusters Score -967399.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -967556.125000 Penalty: 4471.889160
	Iteration 9Q: 3 clusters Score -967556.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -967737.562500 Penalty: 4471.889160
	Iteration 10Q: 3 clusters Score -967737.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -967924.875000 Penalty: 4471.889160
	Iteration 11Q: 3 clusters Score -967924.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -968131.062500 Penalty: 4471.889160
	Iteration 12Q: 3 clusters Score -968131.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -968339.500000 Penalty: 4471.889160
	Iteration 13Q: 3 clusters Score -968339.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -968511.437500 Penalty: 4471.889160
	Iteration 14Q: 3 clusters Score -968511.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -968673.750000 Penalty: 4471.889160
	Iteration 15Q: 3 clusters Score -968673.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -968824.187500 Penalty: 4471.889160
	Iteration 16Q: 3 clusters Score -968824.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -968944.187500 Penalty: 4471.889160
	Iteration 17Q: 3 clusters Score -968944.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -969019.000000 Penalty: 4471.889160
	Iteration 18Q: 3 clusters Score -969019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -969074.000000 Penalty: 4471.889160
	Iteration 19Q: 3 clusters Score -969074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -969114.062500 Penalty: 4471.889160
	Iteration 20F: 3 clusters Score -969114.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -969148.687500 Penalty: 4471.889160
	Iteration 21Q: 3 clusters Score -969148.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -969172.375000 Penalty: 4471.889160
	Iteration 22Q: 3 clusters Score -969172.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -969196.625000 Penalty: 4471.889160
	Iteration 23Q: 3 clusters Score -969196.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -969211.437500 Penalty: 4471.889160
	Iteration 24Q: 3 clusters Score -969211.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -969222.125000 Penalty: 4471.889160
	Iteration 25Q: 3 clusters Score -969222.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -969234.062500 Penalty: 4471.889160
	Iteration 26Q: 3 clusters Score -969234.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -969242.500000 Penalty: 4471.889160
	Iteration 27Q: 3 clusters Score -969242.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -969245.187500 Penalty: 4471.889160
	Iteration 28Q: 3 clusters Score -969245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -969249.500000 Penalty: 4471.889160
	Iteration 29Q: 3 clusters Score -969249.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -969259.187500 Penalty: 4471.889160
	Iteration 30Q: 3 clusters Score -969259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -969260.875000 Penalty: 4471.889160
	Iteration 31Q: 3 clusters Score -969260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -969262.000000 Penalty: 4471.889160
	Iteration 32Q: 3 clusters Score -969262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -969262.000000 Penalty: 4471.889160
	Iteration 33F: 3 clusters Score -969262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (178410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178410 members 
Entering Unmasked Estep 
Score: -21336848.000000 Penalty: 2998.776367
	Iteration 0F: 2 clusters Score -2.133685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -21225208.000000 Penalty: 5997.552734
	Iteration 0F: 3 clusters Score -2.122521e+07 nChanged 85743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92036 members 
Mstep: Class 2 contains 86374 members 
Entering Unmasked Estep 
Score: -21275604.000000 Penalty: 5997.552734
	Iteration 1F: 3 clusters Score -2.12756e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93585 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
Score: -21276634.000000 Penalty: 5997.552734
	Iteration 2Q: 3 clusters Score -2.127663e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95998 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -21278068.000000 Penalty: 5997.552734
	Iteration 3Q: 3 clusters Score -2.127807e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99484 members 
Mstep: Class 2 contains 78926 members 
Entering Unmasked Estep 
Score: -21280072.000000 Penalty: 5997.552734
	Iteration 4Q: 3 clusters Score -2.128007e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104695 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -21282954.000000 Penalty: 5997.552734
	Iteration 5Q: 3 clusters Score -2.128295e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112310 members 
Mstep: Class 2 contains 66100 members 
Entering Unmasked Estep 
Score: -21287514.000000 Penalty: 5997.552734
	Iteration 6Q: 3 clusters Score -2.128751e+07 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122668 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -21294956.000000 Penalty: 5997.552734
	Iteration 7F: 3 clusters Score -2.129496e+07 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135161 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -21305124.000000 Penalty: 5997.552734
	Iteration 8F: 3 clusters Score -2.130512e+07 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148031 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -21315592.000000 Penalty: 5997.552734
	Iteration 9F: 3 clusters Score -2.131559e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158503 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -21323234.000000 Penalty: 5997.552734
	Iteration 10F: 3 clusters Score -2.132323e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165543 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -21327750.000000 Penalty: 5997.552734
	Iteration 11Q: 3 clusters Score -2.132775e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169949 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -21330162.000000 Penalty: 5997.552734
	Iteration 12Q: 3 clusters Score -2.133016e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172797 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -21331658.000000 Penalty: 5997.552734
	Iteration 13Q: 3 clusters Score -2.133166e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174571 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -21332586.000000 Penalty: 5997.552734
	Iteration 14Q: 3 clusters Score -2.133259e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175719 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -21333142.000000 Penalty: 5997.552734
	Iteration 15Q: 3 clusters Score -2.133314e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176451 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -21333408.000000 Penalty: 5997.552734
	Iteration 16Q: 3 clusters Score -2.133341e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176874 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -21333682.000000 Penalty: 5997.552734
	Iteration 17Q: 3 clusters Score -2.133368e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177161 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -21333820.000000 Penalty: 5997.552734
	Iteration 18Q: 3 clusters Score -2.133382e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177337 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -21333942.000000 Penalty: 5997.552734
	Iteration 19Q: 3 clusters Score -2.133394e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177453 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -21334008.000000 Penalty: 5997.552734
	Iteration 20F: 3 clusters Score -2.133401e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177551 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -21334068.000000 Penalty: 5997.552734
	Iteration 21Q: 3 clusters Score -2.133407e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177620 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -21334152.000000 Penalty: 5997.552734
	Iteration 22Q: 3 clusters Score -2.133415e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177671 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21334184.000000 Penalty: 5997.552734
	Iteration 23Q: 3 clusters Score -2.133418e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177704 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -21334208.000000 Penalty: 5997.552734
	Iteration 24Q: 3 clusters Score -2.133421e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177723 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -21334198.000000 Penalty: 5997.552734
	Iteration 25Q: 3 clusters Score -2.13342e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177738 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -21334244.000000 Penalty: 5997.552734
	Iteration 26Q: 3 clusters Score -2.133424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177755 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -21334260.000000 Penalty: 5997.552734
	Iteration 27Q: 3 clusters Score -2.133426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177764 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -21334266.000000 Penalty: 5997.552734
	Iteration 28Q: 3 clusters Score -2.133427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177774 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21334262.000000 Penalty: 5997.552734
	Iteration 29Q: 3 clusters Score -2.133426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177785 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21334254.000000 Penalty: 5997.552734
	Iteration 30Q: 3 clusters Score -2.133425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177792 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -21334254.000000 Penalty: 5997.552734
	Iteration 31Q: 3 clusters Score -2.133425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177795 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -21334260.000000 Penalty: 5997.552734
	Iteration 32Q: 3 clusters Score -2.133426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177798 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -21334266.000000 Penalty: 5997.552734
	Iteration 33Q: 3 clusters Score -2.133427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177800 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -21334264.000000 Penalty: 5997.552734
	Iteration 34Q: 3 clusters Score -2.133426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177799 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -21334260.000000 Penalty: 5997.552734
	Iteration 35Q: 3 clusters Score -2.133426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177799 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -21334260.000000 Penalty: 5997.552734
	Iteration 36F: 3 clusters Score -2.133426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Entering Unmasked Estep 
Score: -5860141.500000 Penalty: 2680.656982
	Iteration 0F: 2 clusters Score -5860142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -5827017.500000 Penalty: 5361.313965
	Iteration 0F: 3 clusters Score -5827018 nChanged 22779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -5839682.000000 Penalty: 5361.313965
	Iteration 1F: 3 clusters Score -5839682 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -5840744.500000 Penalty: 5361.313965
	Iteration 2F: 3 clusters Score -5840744 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -5842312.000000 Penalty: 5361.313965
	Iteration 3F: 3 clusters Score -5842312 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -5844492.500000 Penalty: 5361.313965
	Iteration 4F: 3 clusters Score -5844492 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -5847210.500000 Penalty: 5361.313965
	Iteration 5F: 3 clusters Score -5847210 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -5849838.000000 Penalty: 5361.313965
	Iteration 6F: 3 clusters Score -5849838 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -5852170.500000 Penalty: 5361.313965
	Iteration 7F: 3 clusters Score -5852170 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -5854106.500000 Penalty: 5361.313965
	Iteration 8Q: 3 clusters Score -5854106 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -5855609.000000 Penalty: 5361.313965
	Iteration 9Q: 3 clusters Score -5855609 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -5856438.500000 Penalty: 5361.313965
	Iteration 10Q: 3 clusters Score -5856438 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -5856852.000000 Penalty: 5361.313965
	Iteration 11Q: 3 clusters Score -5856852 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -5857082.000000 Penalty: 5361.313965
	Iteration 12Q: 3 clusters Score -5857082 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -5857211.500000 Penalty: 5361.313965
	Iteration 13Q: 3 clusters Score -5857212 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -5857307.000000 Penalty: 5361.313965
	Iteration 14Q: 3 clusters Score -5857307 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -5857410.000000 Penalty: 5361.313965
	Iteration 15Q: 3 clusters Score -5857410 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5857485.000000 Penalty: 5361.313965
	Iteration 16Q: 3 clusters Score -5857485 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -5857545.000000 Penalty: 5361.313965
	Iteration 17Q: 3 clusters Score -5857545 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -5857588.000000 Penalty: 5361.313965
	Iteration 18Q: 3 clusters Score -5857588 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5857638.000000 Penalty: 5361.313965
	Iteration 19Q: 3 clusters Score -5857638 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5857686.000000 Penalty: 5361.313965
	Iteration 20F: 3 clusters Score -5857686 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -5857734.500000 Penalty: 5361.313965
	Iteration 21Q: 3 clusters Score -5857734 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -5857786.000000 Penalty: 5361.313965
	Iteration 22Q: 3 clusters Score -5857786 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5857792.000000 Penalty: 5361.313965
	Iteration 23Q: 3 clusters Score -5857792 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5857805.500000 Penalty: 5361.313965
	Iteration 24Q: 3 clusters Score -5857806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5857832.500000 Penalty: 5361.313965
	Iteration 25Q: 3 clusters Score -5857832 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5857839.000000 Penalty: 5361.313965
	Iteration 26Q: 3 clusters Score -5857839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5857847.500000 Penalty: 5361.313965
	Iteration 27Q: 3 clusters Score -5857848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5857858.000000 Penalty: 5361.313965
	Iteration 28Q: 3 clusters Score -5857858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5857875.500000 Penalty: 5361.313965
	Iteration 29Q: 3 clusters Score -5857876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5857884.500000 Penalty: 5361.313965
	Iteration 30Q: 3 clusters Score -5857884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5857879.000000 Penalty: 5361.313965
	Iteration 31Q: 3 clusters Score -5857879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5857889.500000 Penalty: 5361.313965
	Iteration 32Q: 3 clusters Score -5857890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5857900.000000 Penalty: 5361.313965
	Iteration 33Q: 3 clusters Score -5857900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5857893.000000 Penalty: 5361.313965
	Iteration 34Q: 3 clusters Score -5857893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5857886.500000 Penalty: 5361.313965
	Iteration 35Q: 3 clusters Score -5857886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5857901.000000 Penalty: 5361.313965
	Iteration 36Q: 3 clusters Score -5857901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5857919.500000 Penalty: 5361.313965
	Iteration 37Q: 3 clusters Score -5857920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5857938.000000 Penalty: 5361.313965
	Iteration 38Q: 3 clusters Score -5857938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5857950.000000 Penalty: 5361.313965
	Iteration 39Q: 3 clusters Score -5857950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5857964.500000 Penalty: 5361.313965
	Iteration 40F: 3 clusters Score -5857964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5857983.000000 Penalty: 5361.313965
	Iteration 41Q: 3 clusters Score -5857983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5857991.000000 Penalty: 5361.313965
	Iteration 42Q: 3 clusters Score -5857991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5858002.000000 Penalty: 5361.313965
	Iteration 43Q: 3 clusters Score -5858002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5858003.500000 Penalty: 5361.313965
	Iteration 44Q: 3 clusters Score -5858004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5858012.500000 Penalty: 5361.313965
	Iteration 45Q: 3 clusters Score -5858012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5858022.000000 Penalty: 5361.313965
	Iteration 46Q: 3 clusters Score -5858022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5858034.000000 Penalty: 5361.313965
	Iteration 47Q: 3 clusters Score -5858034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5858041.000000 Penalty: 5361.313965
	Iteration 48Q: 3 clusters Score -5858041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5858031.500000 Penalty: 5361.313965
	Iteration 49Q: 3 clusters Score -5858032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5858037.000000 Penalty: 5361.313965
	Iteration 50Q: 3 clusters Score -5858037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5858055.500000 Penalty: 5361.313965
	Iteration 51Q: 3 clusters Score -5858056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5858064.000000 Penalty: 5361.313965
	Iteration 52Q: 3 clusters Score -5858064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5858070.500000 Penalty: 5361.313965
	Iteration 53Q: 3 clusters Score -5858070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5858071.500000 Penalty: 5361.313965
	Iteration 54Q: 3 clusters Score -5858072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5858079.500000 Penalty: 5361.313965
	Iteration 55Q: 3 clusters Score -5858080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5858098.500000 Penalty: 5361.313965
	Iteration 56Q: 3 clusters Score -5858098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5858092.500000 Penalty: 5361.313965
	Iteration 57Q: 3 clusters Score -5858092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5858100.000000 Penalty: 5361.313965
	Iteration 58Q: 3 clusters Score -5858100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5858099.500000 Penalty: 5361.313965
	Iteration 59Q: 3 clusters Score -5858100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5858107.500000 Penalty: 5361.313965
	Iteration 60F: 3 clusters Score -5858108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5858107.500000 Penalty: 5361.313965
	Iteration 61Q: 3 clusters Score -5858108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5858120.000000 Penalty: 5361.313965
	Iteration 62Q: 3 clusters Score -5858120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5858118.000000 Penalty: 5361.313965
	Iteration 63Q: 3 clusters Score -5858118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5858120.500000 Penalty: 5361.313965
	Iteration 64Q: 3 clusters Score -5858120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5858134.500000 Penalty: 5361.313965
	Iteration 65Q: 3 clusters Score -5858134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5858142.500000 Penalty: 5361.313965
	Iteration 66Q: 3 clusters Score -5858142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5858139.000000 Penalty: 5361.313965
	Iteration 67Q: 3 clusters Score -5858139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5858143.000000 Penalty: 5361.313965
	Iteration 68Q: 3 clusters Score -5858143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5858140.000000 Penalty: 5361.313965
	Iteration 69Q: 3 clusters Score -5858140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5858143.000000 Penalty: 5361.313965
	Iteration 70Q: 3 clusters Score -5858143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5858151.000000 Penalty: 5361.313965
	Iteration 71Q: 3 clusters Score -5858151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5858150.000000 Penalty: 5361.313965
	Iteration 72Q: 3 clusters Score -5858150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5858148.500000 Penalty: 5361.313965
	Iteration 73Q: 3 clusters Score -5858148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5858149.000000 Penalty: 5361.313965
	Iteration 74Q: 3 clusters Score -5858149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5858149.500000 Penalty: 5361.313965
	Iteration 75Q: 3 clusters Score -5858150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5858156.000000 Penalty: 5361.313965
	Iteration 76Q: 3 clusters Score -5858156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5858158.500000 Penalty: 5361.313965
	Iteration 77Q: 3 clusters Score -5858158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5858160.500000 Penalty: 5361.313965
	Iteration 78Q: 3 clusters Score -5858160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5858160.500000 Penalty: 5361.313965
	Iteration 79Q: 3 clusters Score -5858160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5858161.500000 Penalty: 5361.313965
	Iteration 80F: 3 clusters Score -5858162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5858166.000000 Penalty: 5361.313965
	Iteration 81Q: 3 clusters Score -5858166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5858166.000000 Penalty: 5361.313965
	Iteration 82F: 3 clusters Score -5858166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Entering Unmasked Estep 
Score: -1582212.250000 Penalty: 2358.333008
	Iteration 0F: 2 clusters Score -1582212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1572408.625000 Penalty: 4716.666016
	Iteration 0F: 3 clusters Score -1572409 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1575463.500000 Penalty: 4716.666016
	Iteration 1F: 3 clusters Score -1575464 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1575849.125000 Penalty: 4716.666016
	Iteration 2F: 3 clusters Score -1575849 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1576143.500000 Penalty: 4716.666016
	Iteration 3F: 3 clusters Score -1576144 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1576379.000000 Penalty: 4716.666016
	Iteration 4Q: 3 clusters Score -1576379 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1576599.875000 Penalty: 4716.666016
	Iteration 5Q: 3 clusters Score -1576600 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1576819.125000 Penalty: 4716.666016
	Iteration 6Q: 3 clusters Score -1576819 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1577045.750000 Penalty: 4716.666016
	Iteration 7Q: 3 clusters Score -1577046 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1577253.000000 Penalty: 4716.666016
	Iteration 8Q: 3 clusters Score -1577253 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1577451.875000 Penalty: 4716.666016
	Iteration 9Q: 3 clusters Score -1577452 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1577656.000000 Penalty: 4716.666016
	Iteration 10Q: 3 clusters Score -1577656 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1577871.500000 Penalty: 4716.666016
	Iteration 11Q: 3 clusters Score -1577872 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1578096.875000 Penalty: 4716.666016
	Iteration 12Q: 3 clusters Score -1578097 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1578330.250000 Penalty: 4716.666016
	Iteration 13Q: 3 clusters Score -1578330 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1578530.125000 Penalty: 4716.666016
	Iteration 14Q: 3 clusters Score -1578530 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1578742.625000 Penalty: 4716.666016
	Iteration 15Q: 3 clusters Score -1578743 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1578975.000000 Penalty: 4716.666016
	Iteration 16Q: 3 clusters Score -1578975 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1579195.375000 Penalty: 4716.666016
	Iteration 17Q: 3 clusters Score -1579195 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1579419.625000 Penalty: 4716.666016
	Iteration 18Q: 3 clusters Score -1579420 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1579668.625000 Penalty: 4716.666016
	Iteration 19Q: 3 clusters Score -1579669 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1579883.125000 Penalty: 4716.666016
	Iteration 20F: 3 clusters Score -1579883 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1580070.000000 Penalty: 4716.666016
	Iteration 21Q: 3 clusters Score -1580070 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1580209.375000 Penalty: 4716.666016
	Iteration 22Q: 3 clusters Score -1580209 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1580310.750000 Penalty: 4716.666016
	Iteration 23Q: 3 clusters Score -1580311 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1580366.625000 Penalty: 4716.666016
	Iteration 24Q: 3 clusters Score -1580367 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1580402.125000 Penalty: 4716.666016
	Iteration 25Q: 3 clusters Score -1580402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1580426.000000 Penalty: 4716.666016
	Iteration 26Q: 3 clusters Score -1580426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1580455.625000 Penalty: 4716.666016
	Iteration 27Q: 3 clusters Score -1580456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1580477.250000 Penalty: 4716.666016
	Iteration 28Q: 3 clusters Score -1580477 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1580498.625000 Penalty: 4716.666016
	Iteration 29Q: 3 clusters Score -1580499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1580517.250000 Penalty: 4716.666016
	Iteration 30Q: 3 clusters Score -1580517 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1580531.375000 Penalty: 4716.666016
	Iteration 31Q: 3 clusters Score -1580531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1580555.250000 Penalty: 4716.666016
	Iteration 32Q: 3 clusters Score -1580555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1580562.000000 Penalty: 4716.666016
	Iteration 33Q: 3 clusters Score -1580562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1580574.625000 Penalty: 4716.666016
	Iteration 34Q: 3 clusters Score -1580575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1580578.375000 Penalty: 4716.666016
	Iteration 35Q: 3 clusters Score -1580578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1580584.250000 Penalty: 4716.666016
	Iteration 36Q: 3 clusters Score -1580584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1580589.375000 Penalty: 4716.666016
	Iteration 37Q: 3 clusters Score -1580589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1580592.750000 Penalty: 4716.666016
	Iteration 38Q: 3 clusters Score -1580593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1580594.875000 Penalty: 4716.666016
	Iteration 39Q: 3 clusters Score -1580595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1580601.125000 Penalty: 4716.666016
	Iteration 40F: 3 clusters Score -1580601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1580608.750000 Penalty: 4716.666016
	Iteration 41Q: 3 clusters Score -1580609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1580610.625000 Penalty: 4716.666016
	Iteration 42Q: 3 clusters Score -1580611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1580617.875000 Penalty: 4716.666016
	Iteration 43Q: 3 clusters Score -1580618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1580626.250000 Penalty: 4716.666016
	Iteration 44Q: 3 clusters Score -1580626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1580626.625000 Penalty: 4716.666016
	Iteration 45Q: 3 clusters Score -1580627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1580634.125000 Penalty: 4716.666016
	Iteration 46Q: 3 clusters Score -1580634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1580635.500000 Penalty: 4716.666016
	Iteration 47Q: 3 clusters Score -1580636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1580637.625000 Penalty: 4716.666016
	Iteration 48Q: 3 clusters Score -1580638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1580639.125000 Penalty: 4716.666016
	Iteration 49Q: 3 clusters Score -1580639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1580643.750000 Penalty: 4716.666016
	Iteration 50Q: 3 clusters Score -1580644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1580645.875000 Penalty: 4716.666016
	Iteration 51Q: 3 clusters Score -1580646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1580645.750000 Penalty: 4716.666016
	Iteration 52Q: 3 clusters Score -1580646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1580652.375000 Penalty: 4716.666016
	Iteration 53Q: 3 clusters Score -1580652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1580651.250000 Penalty: 4716.666016
	Iteration 54Q: 3 clusters Score -1580651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1580654.625000 Penalty: 4716.666016
	Iteration 55Q: 3 clusters Score -1580655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1580664.000000 Penalty: 4716.666016
	Iteration 56Q: 3 clusters Score -1580664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1580667.500000 Penalty: 4716.666016
	Iteration 57Q: 3 clusters Score -1580668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1580666.250000 Penalty: 4716.666016
	Iteration 58Q: 3 clusters Score -1580666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1580673.500000 Penalty: 4716.666016
	Iteration 59Q: 3 clusters Score -1580674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1580675.750000 Penalty: 4716.666016
	Iteration 60F: 3 clusters Score -1580676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1580683.750000 Penalty: 4716.666016
	Iteration 61Q: 3 clusters Score -1580684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1580687.750000 Penalty: 4716.666016
	Iteration 62Q: 3 clusters Score -1580688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1580688.750000 Penalty: 4716.666016
	Iteration 63Q: 3 clusters Score -1580689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1580693.125000 Penalty: 4716.666016
	Iteration 64Q: 3 clusters Score -1580693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1580696.375000 Penalty: 4716.666016
	Iteration 65Q: 3 clusters Score -1580696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1580699.125000 Penalty: 4716.666016
	Iteration 66Q: 3 clusters Score -1580699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1580702.000000 Penalty: 4716.666016
	Iteration 67Q: 3 clusters Score -1580702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1580702.625000 Penalty: 4716.666016
	Iteration 68Q: 3 clusters Score -1580703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1580703.375000 Penalty: 4716.666016
	Iteration 69Q: 3 clusters Score -1580703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1580704.250000 Penalty: 4716.666016
	Iteration 70Q: 3 clusters Score -1580704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1580705.250000 Penalty: 4716.666016
	Iteration 71Q: 3 clusters Score -1580705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1580713.875000 Penalty: 4716.666016
	Iteration 72Q: 3 clusters Score -1580714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1580714.125000 Penalty: 4716.666016
	Iteration 73Q: 3 clusters Score -1580714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1580719.500000 Penalty: 4716.666016
	Iteration 74Q: 3 clusters Score -1580720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1580729.625000 Penalty: 4716.666016
	Iteration 75Q: 3 clusters Score -1580730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1580733.625000 Penalty: 4716.666016
	Iteration 76Q: 3 clusters Score -1580734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1580740.375000 Penalty: 4716.666016
	Iteration 77Q: 3 clusters Score -1580740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1580746.875000 Penalty: 4716.666016
	Iteration 78Q: 3 clusters Score -1580747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1580754.625000 Penalty: 4716.666016
	Iteration 79Q: 3 clusters Score -1580755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1580765.875000 Penalty: 4716.666016
	Iteration 80F: 3 clusters Score -1580766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1580779.375000 Penalty: 4716.666016
	Iteration 81Q: 3 clusters Score -1580779 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1580787.750000 Penalty: 4716.666016
	Iteration 82Q: 3 clusters Score -1580788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1580799.000000 Penalty: 4716.666016
	Iteration 83Q: 3 clusters Score -1580799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1580807.500000 Penalty: 4716.666016
	Iteration 84Q: 3 clusters Score -1580808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1580827.250000 Penalty: 4716.666016
	Iteration 85Q: 3 clusters Score -1580827 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1580852.500000 Penalty: 4716.666016
	Iteration 86Q: 3 clusters Score -1580852 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1580887.375000 Penalty: 4716.666016
	Iteration 87Q: 3 clusters Score -1580887 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1580913.875000 Penalty: 4716.666016
	Iteration 88Q: 3 clusters Score -1580914 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1580952.500000 Penalty: 4716.666016
	Iteration 89Q: 3 clusters Score -1580952 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1580988.250000 Penalty: 4716.666016
	Iteration 90Q: 3 clusters Score -1580988 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1581042.250000 Penalty: 4716.666016
	Iteration 91Q: 3 clusters Score -1581042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1581106.500000 Penalty: 4716.666016
	Iteration 92Q: 3 clusters Score -1581106 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1581173.500000 Penalty: 4716.666016
	Iteration 93Q: 3 clusters Score -1581174 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1581247.500000 Penalty: 4716.666016
	Iteration 94Q: 3 clusters Score -1581248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1581301.125000 Penalty: 4716.666016
	Iteration 95Q: 3 clusters Score -1581301 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1581346.625000 Penalty: 4716.666016
	Iteration 96Q: 3 clusters Score -1581347 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1581394.125000 Penalty: 4716.666016
	Iteration 97Q: 3 clusters Score -1581394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1581428.000000 Penalty: 4716.666016
	Iteration 98Q: 3 clusters Score -1581428 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1581469.375000 Penalty: 4716.666016
	Iteration 99Q: 3 clusters Score -1581469 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1581518.000000 Penalty: 4716.666016
	Iteration 100F: 3 clusters Score -1581518 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1581583.625000 Penalty: 4716.666016
	Iteration 101Q: 3 clusters Score -1581584 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1581645.500000 Penalty: 4716.666016
	Iteration 102Q: 3 clusters Score -1581646 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1581694.750000 Penalty: 4716.666016
	Iteration 103Q: 3 clusters Score -1581695 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1581732.000000 Penalty: 4716.666016
	Iteration 104Q: 3 clusters Score -1581732 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1581772.750000 Penalty: 4716.666016
	Iteration 105Q: 3 clusters Score -1581773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1581800.125000 Penalty: 4716.666016
	Iteration 106Q: 3 clusters Score -1581800 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1581828.000000 Penalty: 4716.666016
	Iteration 107Q: 3 clusters Score -1581828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1581838.250000 Penalty: 4716.666016
	Iteration 108Q: 3 clusters Score -1581838 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1581856.125000 Penalty: 4716.666016
	Iteration 109Q: 3 clusters Score -1581856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1581867.375000 Penalty: 4716.666016
	Iteration 110Q: 3 clusters Score -1581867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1581872.625000 Penalty: 4716.666016
	Iteration 111Q: 3 clusters Score -1581873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1581884.250000 Penalty: 4716.666016
	Iteration 112Q: 3 clusters Score -1581884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1581883.125000 Penalty: 4716.666016
	Iteration 113Q: 3 clusters Score -1581883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1581886.875000 Penalty: 4716.666016
	Iteration 114Q: 3 clusters Score -1581887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1581888.625000 Penalty: 4716.666016
	Iteration 115Q: 3 clusters Score -1581889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1581888.625000 Penalty: 4716.666016
	Iteration 116Q: 3 clusters Score -1581889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1581887.375000 Penalty: 4716.666016
	Iteration 117Q: 3 clusters Score -1581887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1581887.000000 Penalty: 4716.666016
	Iteration 118Q: 3 clusters Score -1581887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1581883.250000 Penalty: 4716.666016
	Iteration 119Q: 3 clusters Score -1581883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1581884.750000 Penalty: 4716.666016
	Iteration 120F: 3 clusters Score -1581885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Entering Unmasked Estep 
Score: -493852.718750 Penalty: 2080.335693
	Iteration 0F: 2 clusters Score -493852.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -489667.968750 Penalty: 4160.671387
	Iteration 0F: 3 clusters Score -489668 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -490700.718750 Penalty: 4160.671387
	Iteration 1F: 3 clusters Score -490700.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -490929.625000 Penalty: 4160.671387
	Iteration 2F: 3 clusters Score -490929.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -491082.218750 Penalty: 4160.671387
	Iteration 3Q: 3 clusters Score -491082.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -491193.468750 Penalty: 4160.671387
	Iteration 4Q: 3 clusters Score -491193.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -491286.093750 Penalty: 4160.671387
	Iteration 5Q: 3 clusters Score -491286.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -491380.906250 Penalty: 4160.671387
	Iteration 6Q: 3 clusters Score -491380.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -491466.125000 Penalty: 4160.671387
	Iteration 7Q: 3 clusters Score -491466.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -491540.968750 Penalty: 4160.671387
	Iteration 8Q: 3 clusters Score -491541 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -491635.062500 Penalty: 4160.671387
	Iteration 9Q: 3 clusters Score -491635.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -491702.062500 Penalty: 4160.671387
	Iteration 10Q: 3 clusters Score -491702.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -491760.687500 Penalty: 4160.671387
	Iteration 11Q: 3 clusters Score -491760.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -491814.625000 Penalty: 4160.671387
	Iteration 12Q: 3 clusters Score -491814.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -491869.406250 Penalty: 4160.671387
	Iteration 13Q: 3 clusters Score -491869.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -491907.125000 Penalty: 4160.671387
	Iteration 14Q: 3 clusters Score -491907.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -491942.250000 Penalty: 4160.671387
	Iteration 15Q: 3 clusters Score -491942.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -491980.218750 Penalty: 4160.671387
	Iteration 16Q: 3 clusters Score -491980.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -492010.062500 Penalty: 4160.671387
	Iteration 17Q: 3 clusters Score -492010.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -492033.531250 Penalty: 4160.671387
	Iteration 18Q: 3 clusters Score -492033.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -492061.343750 Penalty: 4160.671387
	Iteration 19Q: 3 clusters Score -492061.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -492094.968750 Penalty: 4160.671387
	Iteration 20F: 3 clusters Score -492095 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -492119.625000 Penalty: 4160.671387
	Iteration 21Q: 3 clusters Score -492119.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -492154.718750 Penalty: 4160.671387
	Iteration 22Q: 3 clusters Score -492154.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -492201.625000 Penalty: 4160.671387
	Iteration 23Q: 3 clusters Score -492201.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -492266.437500 Penalty: 4160.671387
	Iteration 24Q: 3 clusters Score -492266.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -492338.031250 Penalty: 4160.671387
	Iteration 25Q: 3 clusters Score -492338 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -492400.218750 Penalty: 4160.671387
	Iteration 26Q: 3 clusters Score -492400.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -492448.156250 Penalty: 4160.671387
	Iteration 27Q: 3 clusters Score -492448.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -492481.968750 Penalty: 4160.671387
	Iteration 28Q: 3 clusters Score -492482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -492518.531250 Penalty: 4160.671387
	Iteration 29Q: 3 clusters Score -492518.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -492553.000000 Penalty: 4160.671387
	Iteration 30Q: 3 clusters Score -492553 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -492587.562500 Penalty: 4160.671387
	Iteration 31Q: 3 clusters Score -492587.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -492617.343750 Penalty: 4160.671387
	Iteration 32Q: 3 clusters Score -492617.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -492643.218750 Penalty: 4160.671387
	Iteration 33Q: 3 clusters Score -492643.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -492666.437500 Penalty: 4160.671387
	Iteration 34Q: 3 clusters Score -492666.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -492685.718750 Penalty: 4160.671387
	Iteration 35Q: 3 clusters Score -492685.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -492704.125000 Penalty: 4160.671387
	Iteration 36Q: 3 clusters Score -492704.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -492722.468750 Penalty: 4160.671387
	Iteration 37Q: 3 clusters Score -492722.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -492739.781250 Penalty: 4160.671387
	Iteration 38Q: 3 clusters Score -492739.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -492748.687500 Penalty: 4160.671387
	Iteration 39Q: 3 clusters Score -492748.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -492752.250000 Penalty: 4160.671387
	Iteration 40F: 3 clusters Score -492752.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -492759.218750 Penalty: 4160.671387
	Iteration 41Q: 3 clusters Score -492759.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -492768.062500 Penalty: 4160.671387
	Iteration 42Q: 3 clusters Score -492768.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -492775.562500 Penalty: 4160.671387
	Iteration 43Q: 3 clusters Score -492775.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -492785.281250 Penalty: 4160.671387
	Iteration 44Q: 3 clusters Score -492785.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -492794.656250 Penalty: 4160.671387
	Iteration 45Q: 3 clusters Score -492794.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -492813.187500 Penalty: 4160.671387
	Iteration 46Q: 3 clusters Score -492813.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -492832.562500 Penalty: 4160.671387
	Iteration 47Q: 3 clusters Score -492832.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -492853.281250 Penalty: 4160.671387
	Iteration 48Q: 3 clusters Score -492853.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -492874.343750 Penalty: 4160.671387
	Iteration 49Q: 3 clusters Score -492874.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -492912.406250 Penalty: 4160.671387
	Iteration 50Q: 3 clusters Score -492912.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -492967.812500 Penalty: 4160.671387
	Iteration 51Q: 3 clusters Score -492967.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -493047.062500 Penalty: 4160.671387
	Iteration 52Q: 3 clusters Score -493047.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -493165.062500 Penalty: 4160.671387
	Iteration 53Q: 3 clusters Score -493165.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -493236.781250 Penalty: 4160.671387
	Iteration 54Q: 3 clusters Score -493236.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -493268.281250 Penalty: 4160.671387
	Iteration 55Q: 3 clusters Score -493268.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -493279.718750 Penalty: 4160.671387
	Iteration 56Q: 3 clusters Score -493279.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -493286.250000 Penalty: 4160.671387
	Iteration 57Q: 3 clusters Score -493286.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -493295.625000 Penalty: 4160.671387
	Iteration 58Q: 3 clusters Score -493295.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -493298.375000 Penalty: 4160.671387
	Iteration 59Q: 3 clusters Score -493298.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -493300.875000 Penalty: 4160.671387
	Iteration 60F: 3 clusters Score -493300.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -493302.093750 Penalty: 4160.671387
	Iteration 61Q: 3 clusters Score -493302.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -493302.093750 Penalty: 4160.671387
	Iteration 62F: 3 clusters Score -493302.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Entering Unmasked Estep 
Score: -1052970.000000 Penalty: 2275.354736
	Iteration 0F: 2 clusters Score -1052970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1045475.750000 Penalty: 4550.709473
	Iteration 0F: 3 clusters Score -1045476 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1047904.687500 Penalty: 4550.709473
	Iteration 1F: 3 clusters Score -1047905 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1048465.937500 Penalty: 4550.709473
	Iteration 2F: 3 clusters Score -1048466 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1048951.125000 Penalty: 4550.709473
	Iteration 3F: 3 clusters Score -1048951 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1049422.250000 Penalty: 4550.709473
	Iteration 4F: 3 clusters Score -1049422 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1049845.000000 Penalty: 4550.709473
	Iteration 5F: 3 clusters Score -1049845 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1050151.375000 Penalty: 4550.709473
	Iteration 6F: 3 clusters Score -1050151 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1050338.000000 Penalty: 4550.709473
	Iteration 7Q: 3 clusters Score -1050338 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1050476.500000 Penalty: 4550.709473
	Iteration 8Q: 3 clusters Score -1050476 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1050579.875000 Penalty: 4550.709473
	Iteration 9Q: 3 clusters Score -1050580 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1050666.125000 Penalty: 4550.709473
	Iteration 10Q: 3 clusters Score -1050666 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1050725.875000 Penalty: 4550.709473
	Iteration 11Q: 3 clusters Score -1050726 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1050761.375000 Penalty: 4550.709473
	Iteration 12Q: 3 clusters Score -1050761 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1050794.375000 Penalty: 4550.709473
	Iteration 13Q: 3 clusters Score -1050794 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1050818.875000 Penalty: 4550.709473
	Iteration 14Q: 3 clusters Score -1050819 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1050845.750000 Penalty: 4550.709473
	Iteration 15Q: 3 clusters Score -1050846 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1050861.750000 Penalty: 4550.709473
	Iteration 16Q: 3 clusters Score -1050862 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1050876.000000 Penalty: 4550.709473
	Iteration 17Q: 3 clusters Score -1050876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1050887.250000 Penalty: 4550.709473
	Iteration 18Q: 3 clusters Score -1050887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1050899.250000 Penalty: 4550.709473
	Iteration 19Q: 3 clusters Score -1050899 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1050919.125000 Penalty: 4550.709473
	Iteration 20F: 3 clusters Score -1050919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1050937.625000 Penalty: 4550.709473
	Iteration 21Q: 3 clusters Score -1050938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1050951.125000 Penalty: 4550.709473
	Iteration 22Q: 3 clusters Score -1050951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1050966.000000 Penalty: 4550.709473
	Iteration 23Q: 3 clusters Score -1050966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1050973.625000 Penalty: 4550.709473
	Iteration 24Q: 3 clusters Score -1050974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1050989.500000 Penalty: 4550.709473
	Iteration 25Q: 3 clusters Score -1050990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1050995.000000 Penalty: 4550.709473
	Iteration 26Q: 3 clusters Score -1050995 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1051007.625000 Penalty: 4550.709473
	Iteration 27Q: 3 clusters Score -1051008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1051020.375000 Penalty: 4550.709473
	Iteration 28Q: 3 clusters Score -1051020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1051034.375000 Penalty: 4550.709473
	Iteration 29Q: 3 clusters Score -1051034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1051048.125000 Penalty: 4550.709473
	Iteration 30Q: 3 clusters Score -1051048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1051059.375000 Penalty: 4550.709473
	Iteration 31Q: 3 clusters Score -1051059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1051075.250000 Penalty: 4550.709473
	Iteration 32Q: 3 clusters Score -1051075 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1051093.375000 Penalty: 4550.709473
	Iteration 33Q: 3 clusters Score -1051093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1051106.750000 Penalty: 4550.709473
	Iteration 34Q: 3 clusters Score -1051107 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1051118.750000 Penalty: 4550.709473
	Iteration 35Q: 3 clusters Score -1051119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1051127.125000 Penalty: 4550.709473
	Iteration 36Q: 3 clusters Score -1051127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1051138.875000 Penalty: 4550.709473
	Iteration 37Q: 3 clusters Score -1051139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1051146.125000 Penalty: 4550.709473
	Iteration 38Q: 3 clusters Score -1051146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1051154.625000 Penalty: 4550.709473
	Iteration 39Q: 3 clusters Score -1051155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1051162.000000 Penalty: 4550.709473
	Iteration 40F: 3 clusters Score -1051162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1051168.250000 Penalty: 4550.709473
	Iteration 41Q: 3 clusters Score -1051168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1051180.375000 Penalty: 4550.709473
	Iteration 42Q: 3 clusters Score -1051180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1051191.125000 Penalty: 4550.709473
	Iteration 43Q: 3 clusters Score -1051191 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1051208.750000 Penalty: 4550.709473
	Iteration 44Q: 3 clusters Score -1051209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1051219.875000 Penalty: 4550.709473
	Iteration 45Q: 3 clusters Score -1051220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1051228.375000 Penalty: 4550.709473
	Iteration 46Q: 3 clusters Score -1051228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1051236.875000 Penalty: 4550.709473
	Iteration 47Q: 3 clusters Score -1051237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1051242.625000 Penalty: 4550.709473
	Iteration 48Q: 3 clusters Score -1051243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1051248.000000 Penalty: 4550.709473
	Iteration 49Q: 3 clusters Score -1051248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1051252.250000 Penalty: 4550.709473
	Iteration 50Q: 3 clusters Score -1051252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1051255.750000 Penalty: 4550.709473
	Iteration 51Q: 3 clusters Score -1051256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1051261.250000 Penalty: 4550.709473
	Iteration 52Q: 3 clusters Score -1051261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1051261.750000 Penalty: 4550.709473
	Iteration 53Q: 3 clusters Score -1051262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1051266.125000 Penalty: 4550.709473
	Iteration 54Q: 3 clusters Score -1051266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1051269.500000 Penalty: 4550.709473
	Iteration 55Q: 3 clusters Score -1051270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1051273.000000 Penalty: 4550.709473
	Iteration 56Q: 3 clusters Score -1051273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1051274.375000 Penalty: 4550.709473
	Iteration 57Q: 3 clusters Score -1051274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1051277.250000 Penalty: 4550.709473
	Iteration 58Q: 3 clusters Score -1051277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1051280.125000 Penalty: 4550.709473
	Iteration 59Q: 3 clusters Score -1051280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1051281.625000 Penalty: 4550.709473
	Iteration 60F: 3 clusters Score -1051282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1051284.875000 Penalty: 4550.709473
	Iteration 61Q: 3 clusters Score -1051285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1051286.125000 Penalty: 4550.709473
	Iteration 62Q: 3 clusters Score -1051286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1051286.500000 Penalty: 4550.709473
	Iteration 63Q: 3 clusters Score -1051286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1051291.375000 Penalty: 4550.709473
	Iteration 64Q: 3 clusters Score -1051291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1051293.375000 Penalty: 4550.709473
	Iteration 65Q: 3 clusters Score -1051293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1051295.125000 Penalty: 4550.709473
	Iteration 66Q: 3 clusters Score -1051295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1051298.125000 Penalty: 4550.709473
	Iteration 67Q: 3 clusters Score -1051298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1051303.625000 Penalty: 4550.709473
	Iteration 68Q: 3 clusters Score -1051304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1051308.125000 Penalty: 4550.709473
	Iteration 69Q: 3 clusters Score -1051308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1051316.750000 Penalty: 4550.709473
	Iteration 70Q: 3 clusters Score -1051317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1051322.125000 Penalty: 4550.709473
	Iteration 71Q: 3 clusters Score -1051322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1051327.625000 Penalty: 4550.709473
	Iteration 72Q: 3 clusters Score -1051328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1051332.500000 Penalty: 4550.709473
	Iteration 73Q: 3 clusters Score -1051332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1051338.750000 Penalty: 4550.709473
	Iteration 74Q: 3 clusters Score -1051339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1051342.625000 Penalty: 4550.709473
	Iteration 75Q: 3 clusters Score -1051343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1051348.000000 Penalty: 4550.709473
	Iteration 76Q: 3 clusters Score -1051348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1051355.125000 Penalty: 4550.709473
	Iteration 77Q: 3 clusters Score -1051355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1051360.000000 Penalty: 4550.709473
	Iteration 78Q: 3 clusters Score -1051360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1051363.125000 Penalty: 4550.709473
	Iteration 79Q: 3 clusters Score -1051363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1051369.375000 Penalty: 4550.709473
	Iteration 80F: 3 clusters Score -1051369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1051377.750000 Penalty: 4550.709473
	Iteration 81Q: 3 clusters Score -1051378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1051382.500000 Penalty: 4550.709473
	Iteration 82Q: 3 clusters Score -1051382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1051386.375000 Penalty: 4550.709473
	Iteration 83Q: 3 clusters Score -1051386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1051387.875000 Penalty: 4550.709473
	Iteration 84Q: 3 clusters Score -1051388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1051390.250000 Penalty: 4550.709473
	Iteration 85Q: 3 clusters Score -1051390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1051390.750000 Penalty: 4550.709473
	Iteration 86Q: 3 clusters Score -1051391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1051398.500000 Penalty: 4550.709473
	Iteration 87Q: 3 clusters Score -1051398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1051405.500000 Penalty: 4550.709473
	Iteration 88Q: 3 clusters Score -1051406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1051409.375000 Penalty: 4550.709473
	Iteration 89Q: 3 clusters Score -1051409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1051415.625000 Penalty: 4550.709473
	Iteration 90Q: 3 clusters Score -1051416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1051427.000000 Penalty: 4550.709473
	Iteration 91Q: 3 clusters Score -1051427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1051447.500000 Penalty: 4550.709473
	Iteration 92Q: 3 clusters Score -1051448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1051473.375000 Penalty: 4550.709473
	Iteration 93Q: 3 clusters Score -1051473 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1051507.750000 Penalty: 4550.709473
	Iteration 94Q: 3 clusters Score -1051508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1051549.625000 Penalty: 4550.709473
	Iteration 95Q: 3 clusters Score -1051550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1051585.250000 Penalty: 4550.709473
	Iteration 96Q: 3 clusters Score -1051585 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1051626.125000 Penalty: 4550.709473
	Iteration 97Q: 3 clusters Score -1051626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1051667.250000 Penalty: 4550.709473
	Iteration 98Q: 3 clusters Score -1051667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1051697.375000 Penalty: 4550.709473
	Iteration 99Q: 3 clusters Score -1051697 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1051716.125000 Penalty: 4550.709473
	Iteration 100F: 3 clusters Score -1051716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1051733.750000 Penalty: 4550.709473
	Iteration 101Q: 3 clusters Score -1051734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1051745.125000 Penalty: 4550.709473
	Iteration 102Q: 3 clusters Score -1051745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1051750.125000 Penalty: 4550.709473
	Iteration 103Q: 3 clusters Score -1051750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1051758.000000 Penalty: 4550.709473
	Iteration 104Q: 3 clusters Score -1051758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1051766.875000 Penalty: 4550.709473
	Iteration 105Q: 3 clusters Score -1051767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1051766.875000 Penalty: 4550.709473
	Iteration 106Q: 3 clusters Score -1051767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1051771.125000 Penalty: 4550.709473
	Iteration 107Q: 3 clusters Score -1051771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1051771.125000 Penalty: 4550.709473
	Iteration 108F: 3 clusters Score -1051771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Entering Unmasked Estep 
Score: -3327189.750000 Penalty: 2548.126953
	Iteration 0F: 2 clusters Score -3327190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3307344.000000 Penalty: 5096.253906
	Iteration 0F: 3 clusters Score -3307344 nChanged 13030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3315092.500000 Penalty: 5096.253906
	Iteration 1F: 3 clusters Score -3315092 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3316238.500000 Penalty: 5096.253906
	Iteration 2F: 3 clusters Score -3316238 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3317718.000000 Penalty: 5096.253906
	Iteration 3F: 3 clusters Score -3317718 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3319495.250000 Penalty: 5096.253906
	Iteration 4F: 3 clusters Score -3319495 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -3321354.750000 Penalty: 5096.253906
	Iteration 5F: 3 clusters Score -3321355 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -3322864.750000 Penalty: 5096.253906
	Iteration 6F: 3 clusters Score -3322865 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3323862.750000 Penalty: 5096.253906
	Iteration 7F: 3 clusters Score -3323863 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -3324472.250000 Penalty: 5096.253906
	Iteration 8Q: 3 clusters Score -3324472 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3324862.750000 Penalty: 5096.253906
	Iteration 9Q: 3 clusters Score -3324863 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3325158.500000 Penalty: 5096.253906
	Iteration 10Q: 3 clusters Score -3325158 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3325385.250000 Penalty: 5096.253906
	Iteration 11Q: 3 clusters Score -3325385 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3325604.250000 Penalty: 5096.253906
	Iteration 12Q: 3 clusters Score -3325604 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3325843.750000 Penalty: 5096.253906
	Iteration 13Q: 3 clusters Score -3325844 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3326061.000000 Penalty: 5096.253906
	Iteration 14Q: 3 clusters Score -3326061 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3326240.500000 Penalty: 5096.253906
	Iteration 15Q: 3 clusters Score -3326240 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3326369.000000 Penalty: 5096.253906
	Iteration 16Q: 3 clusters Score -3326369 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3326429.500000 Penalty: 5096.253906
	Iteration 17Q: 3 clusters Score -3326430 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -3326481.250000 Penalty: 5096.253906
	Iteration 18Q: 3 clusters Score -3326481 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3326503.250000 Penalty: 5096.253906
	Iteration 19Q: 3 clusters Score -3326503 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3326507.500000 Penalty: 5096.253906
	Iteration 20F: 3 clusters Score -3326508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3326521.500000 Penalty: 5096.253906
	Iteration 21Q: 3 clusters Score -3326522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3326535.250000 Penalty: 5096.253906
	Iteration 22Q: 3 clusters Score -3326535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -3326541.500000 Penalty: 5096.253906
	Iteration 23Q: 3 clusters Score -3326542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3326552.500000 Penalty: 5096.253906
	Iteration 24Q: 3 clusters Score -3326552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3326560.500000 Penalty: 5096.253906
	Iteration 25Q: 3 clusters Score -3326560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3326570.500000 Penalty: 5096.253906
	Iteration 26Q: 3 clusters Score -3326570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3326573.750000 Penalty: 5096.253906
	Iteration 27Q: 3 clusters Score -3326574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3326578.000000 Penalty: 5096.253906
	Iteration 28Q: 3 clusters Score -3326578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3326583.000000 Penalty: 5096.253906
	Iteration 29Q: 3 clusters Score -3326583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3326592.000000 Penalty: 5096.253906
	Iteration 30Q: 3 clusters Score -3326592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -3326593.000000 Penalty: 5096.253906
	Iteration 31Q: 3 clusters Score -3326593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3326601.500000 Penalty: 5096.253906
	Iteration 32Q: 3 clusters Score -3326602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3326601.500000 Penalty: 5096.253906
	Iteration 33Q: 3 clusters Score -3326602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3326607.500000 Penalty: 5096.253906
	Iteration 34Q: 3 clusters Score -3326608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3326610.750000 Penalty: 5096.253906
	Iteration 35Q: 3 clusters Score -3326611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3326612.250000 Penalty: 5096.253906
	Iteration 36Q: 3 clusters Score -3326612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3326614.750000 Penalty: 5096.253906
	Iteration 37Q: 3 clusters Score -3326615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3326624.000000 Penalty: 5096.253906
	Iteration 38Q: 3 clusters Score -3326624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3326625.250000 Penalty: 5096.253906
	Iteration 39Q: 3 clusters Score -3326625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3326624.000000 Penalty: 5096.253906
	Iteration 40F: 3 clusters Score -3326624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3326629.750000 Penalty: 5096.253906
	Iteration 41Q: 3 clusters Score -3326630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3326635.500000 Penalty: 5096.253906
	Iteration 42Q: 3 clusters Score -3326636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3326635.250000 Penalty: 5096.253906
	Iteration 43Q: 3 clusters Score -3326635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3326642.250000 Penalty: 5096.253906
	Iteration 44Q: 3 clusters Score -3326642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3326642.500000 Penalty: 5096.253906
	Iteration 45Q: 3 clusters Score -3326642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3326644.000000 Penalty: 5096.253906
	Iteration 46Q: 3 clusters Score -3326644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3326648.250000 Penalty: 5096.253906
	Iteration 47Q: 3 clusters Score -3326648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -3326651.750000 Penalty: 5096.253906
	Iteration 48Q: 3 clusters Score -3326652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3326657.000000 Penalty: 5096.253906
	Iteration 49Q: 3 clusters Score -3326657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3326660.750000 Penalty: 5096.253906
	Iteration 50Q: 3 clusters Score -3326661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3326664.250000 Penalty: 5096.253906
	Iteration 51Q: 3 clusters Score -3326664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3326662.250000 Penalty: 5096.253906
	Iteration 52Q: 3 clusters Score -3326662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3326662.250000 Penalty: 5096.253906
	Iteration 53F: 3 clusters Score -3326662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -558811.437500 Penalty: 2117.854736
	Iteration 0F: 2 clusters Score -558811.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -554196.000000 Penalty: 4235.709473
	Iteration 0F: 3 clusters Score -554196 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -555392.625000 Penalty: 4235.709473
	Iteration 1F: 3 clusters Score -555392.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -555731.000000 Penalty: 4235.709473
	Iteration 2F: 3 clusters Score -555731 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -556006.625000 Penalty: 4235.709473
	Iteration 3F: 3 clusters Score -556006.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -556194.437500 Penalty: 4235.709473
	Iteration 4F: 3 clusters Score -556194.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -556335.500000 Penalty: 4235.709473
	Iteration 5Q: 3 clusters Score -556335.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -556473.625000 Penalty: 4235.709473
	Iteration 6Q: 3 clusters Score -556473.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -556604.000000 Penalty: 4235.709473
	Iteration 7Q: 3 clusters Score -556604 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -556730.500000 Penalty: 4235.709473
	Iteration 8Q: 3 clusters Score -556730.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -556829.375000 Penalty: 4235.709473
	Iteration 9Q: 3 clusters Score -556829.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -556922.062500 Penalty: 4235.709473
	Iteration 10Q: 3 clusters Score -556922.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -556991.562500 Penalty: 4235.709473
	Iteration 11Q: 3 clusters Score -556991.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -557032.562500 Penalty: 4235.709473
	Iteration 12Q: 3 clusters Score -557032.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -557061.500000 Penalty: 4235.709473
	Iteration 13Q: 3 clusters Score -557061.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -557083.500000 Penalty: 4235.709473
	Iteration 14Q: 3 clusters Score -557083.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -557105.812500 Penalty: 4235.709473
	Iteration 15Q: 3 clusters Score -557105.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -557124.000000 Penalty: 4235.709473
	Iteration 16Q: 3 clusters Score -557124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -557142.437500 Penalty: 4235.709473
	Iteration 17Q: 3 clusters Score -557142.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -557162.812500 Penalty: 4235.709473
	Iteration 18Q: 3 clusters Score -557162.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -557183.937500 Penalty: 4235.709473
	Iteration 19Q: 3 clusters Score -557183.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -557201.625000 Penalty: 4235.709473
	Iteration 20F: 3 clusters Score -557201.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -557221.687500 Penalty: 4235.709473
	Iteration 21Q: 3 clusters Score -557221.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -557239.937500 Penalty: 4235.709473
	Iteration 22Q: 3 clusters Score -557239.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -557253.562500 Penalty: 4235.709473
	Iteration 23Q: 3 clusters Score -557253.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -557267.562500 Penalty: 4235.709473
	Iteration 24Q: 3 clusters Score -557267.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -557292.500000 Penalty: 4235.709473
	Iteration 25Q: 3 clusters Score -557292.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -557336.937500 Penalty: 4235.709473
	Iteration 26Q: 3 clusters Score -557336.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -557419.437500 Penalty: 4235.709473
	Iteration 27Q: 3 clusters Score -557419.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -557512.312500 Penalty: 4235.709473
	Iteration 28Q: 3 clusters Score -557512.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -557566.375000 Penalty: 4235.709473
	Iteration 29Q: 3 clusters Score -557566.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -557600.625000 Penalty: 4235.709473
	Iteration 30Q: 3 clusters Score -557600.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -557645.875000 Penalty: 4235.709473
	Iteration 31Q: 3 clusters Score -557645.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -557683.562500 Penalty: 4235.709473
	Iteration 32Q: 3 clusters Score -557683.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -557710.062500 Penalty: 4235.709473
	Iteration 33Q: 3 clusters Score -557710.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -557733.562500 Penalty: 4235.709473
	Iteration 34Q: 3 clusters Score -557733.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -557748.312500 Penalty: 4235.709473
	Iteration 35Q: 3 clusters Score -557748.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -557758.250000 Penalty: 4235.709473
	Iteration 36Q: 3 clusters Score -557758.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -557768.375000 Penalty: 4235.709473
	Iteration 37Q: 3 clusters Score -557768.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -557780.250000 Penalty: 4235.709473
	Iteration 38Q: 3 clusters Score -557780.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -557784.000000 Penalty: 4235.709473
	Iteration 39Q: 3 clusters Score -557784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -557788.187500 Penalty: 4235.709473
	Iteration 40F: 3 clusters Score -557788.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -557794.562500 Penalty: 4235.709473
	Iteration 41Q: 3 clusters Score -557794.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -557799.062500 Penalty: 4235.709473
	Iteration 42Q: 3 clusters Score -557799.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -557807.000000 Penalty: 4235.709473
	Iteration 43Q: 3 clusters Score -557807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -557811.937500 Penalty: 4235.709473
	Iteration 44Q: 3 clusters Score -557811.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -557813.500000 Penalty: 4235.709473
	Iteration 45Q: 3 clusters Score -557813.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -557817.000000 Penalty: 4235.709473
	Iteration 46Q: 3 clusters Score -557817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -557819.687500 Penalty: 4235.709473
	Iteration 47Q: 3 clusters Score -557819.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -557822.875000 Penalty: 4235.709473
	Iteration 48Q: 3 clusters Score -557822.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -557825.625000 Penalty: 4235.709473
	Iteration 49Q: 3 clusters Score -557825.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -557826.437500 Penalty: 4235.709473
	Iteration 50Q: 3 clusters Score -557826.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -557830.562500 Penalty: 4235.709473
	Iteration 51Q: 3 clusters Score -557830.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -557831.312500 Penalty: 4235.709473
	Iteration 52Q: 3 clusters Score -557831.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -557834.000000 Penalty: 4235.709473
	Iteration 53Q: 3 clusters Score -557834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -557835.750000 Penalty: 4235.709473
	Iteration 54Q: 3 clusters Score -557835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -557838.000000 Penalty: 4235.709473
	Iteration 55Q: 3 clusters Score -557838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -557843.187500 Penalty: 4235.709473
	Iteration 56Q: 3 clusters Score -557843.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -557846.000000 Penalty: 4235.709473
	Iteration 57Q: 3 clusters Score -557846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -557848.875000 Penalty: 4235.709473
	Iteration 58Q: 3 clusters Score -557848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -557848.937500 Penalty: 4235.709473
	Iteration 59Q: 3 clusters Score -557848.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -557849.875000 Penalty: 4235.709473
	Iteration 60F: 3 clusters Score -557849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Entering Unmasked Estep 
Score: -4662736.000000 Penalty: 2620.520020
	Iteration 0F: 2 clusters Score -4662736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -4636299.000000 Penalty: 5241.040039
	Iteration 0F: 3 clusters Score -4636299 nChanged 17772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4646215.500000 Penalty: 5241.040039
	Iteration 1F: 3 clusters Score -4646216 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -4646679.000000 Penalty: 5241.040039
	Iteration 2Q: 3 clusters Score -4646679 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -4647130.500000 Penalty: 5241.040039
	Iteration 3Q: 3 clusters Score -4647130 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4647553.500000 Penalty: 5241.040039
	Iteration 4Q: 3 clusters Score -4647554 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -4648035.000000 Penalty: 5241.040039
	Iteration 5Q: 3 clusters Score -4648035 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -4648658.500000 Penalty: 5241.040039
	Iteration 6Q: 3 clusters Score -4648658 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -4649580.500000 Penalty: 5241.040039
	Iteration 7Q: 3 clusters Score -4649580 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -4650923.500000 Penalty: 5241.040039
	Iteration 8F: 3 clusters Score -4650924 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -4652700.000000 Penalty: 5241.040039
	Iteration 9F: 3 clusters Score -4652700 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4654798.500000 Penalty: 5241.040039
	Iteration 10F: 3 clusters Score -4654798 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4656889.000000 Penalty: 5241.040039
	Iteration 11F: 3 clusters Score -4656889 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4658562.500000 Penalty: 5241.040039
	Iteration 12Q: 3 clusters Score -4658562 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4659536.000000 Penalty: 5241.040039
	Iteration 13Q: 3 clusters Score -4659536 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4659996.000000 Penalty: 5241.040039
	Iteration 14Q: 3 clusters Score -4659996 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4660214.000000 Penalty: 5241.040039
	Iteration 15Q: 3 clusters Score -4660214 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4660324.500000 Penalty: 5241.040039
	Iteration 16Q: 3 clusters Score -4660324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4660387.500000 Penalty: 5241.040039
	Iteration 17Q: 3 clusters Score -4660388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4660408.500000 Penalty: 5241.040039
	Iteration 18Q: 3 clusters Score -4660408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4660433.500000 Penalty: 5241.040039
	Iteration 19Q: 3 clusters Score -4660434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4660446.000000 Penalty: 5241.040039
	Iteration 20F: 3 clusters Score -4660446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4660457.500000 Penalty: 5241.040039
	Iteration 21Q: 3 clusters Score -4660458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4660460.000000 Penalty: 5241.040039
	Iteration 22Q: 3 clusters Score -4660460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4660462.500000 Penalty: 5241.040039
	Iteration 23Q: 3 clusters Score -4660462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4660462.500000 Penalty: 5241.040039
	Iteration 24F: 3 clusters Score -4660462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Entering Unmasked Estep 
Score: -1584536.125000 Penalty: 2359.653564
	Iteration 0F: 2 clusters Score -1584536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1574535.750000 Penalty: 4719.307129
	Iteration 0F: 3 clusters Score -1574536 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1577671.000000 Penalty: 4719.307129
	Iteration 1F: 3 clusters Score -1577671 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1578072.125000 Penalty: 4719.307129
	Iteration 2F: 3 clusters Score -1578072 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1578414.625000 Penalty: 4719.307129
	Iteration 3F: 3 clusters Score -1578415 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1578729.875000 Penalty: 4719.307129
	Iteration 4Q: 3 clusters Score -1578730 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1579073.625000 Penalty: 4719.307129
	Iteration 5Q: 3 clusters Score -1579074 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1579472.750000 Penalty: 4719.307129
	Iteration 6Q: 3 clusters Score -1579473 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1579944.000000 Penalty: 4719.307129
	Iteration 7F: 3 clusters Score -1579944 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1580457.875000 Penalty: 4719.307129
	Iteration 8F: 3 clusters Score -1580458 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1580936.875000 Penalty: 4719.307129
	Iteration 9Q: 3 clusters Score -1580937 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1581340.500000 Penalty: 4719.307129
	Iteration 10Q: 3 clusters Score -1581340 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1581657.250000 Penalty: 4719.307129
	Iteration 11Q: 3 clusters Score -1581657 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1581906.000000 Penalty: 4719.307129
	Iteration 12Q: 3 clusters Score -1581906 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1582093.500000 Penalty: 4719.307129
	Iteration 13Q: 3 clusters Score -1582094 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1582221.250000 Penalty: 4719.307129
	Iteration 14Q: 3 clusters Score -1582221 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1582299.625000 Penalty: 4719.307129
	Iteration 15Q: 3 clusters Score -1582300 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1582367.000000 Penalty: 4719.307129
	Iteration 16Q: 3 clusters Score -1582367 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1582406.000000 Penalty: 4719.307129
	Iteration 17Q: 3 clusters Score -1582406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1582455.500000 Penalty: 4719.307129
	Iteration 18Q: 3 clusters Score -1582456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1582492.250000 Penalty: 4719.307129
	Iteration 19Q: 3 clusters Score -1582492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1582510.250000 Penalty: 4719.307129
	Iteration 20F: 3 clusters Score -1582510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1582529.125000 Penalty: 4719.307129
	Iteration 21Q: 3 clusters Score -1582529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1582550.625000 Penalty: 4719.307129
	Iteration 22Q: 3 clusters Score -1582551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1582562.250000 Penalty: 4719.307129
	Iteration 23Q: 3 clusters Score -1582562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1582576.125000 Penalty: 4719.307129
	Iteration 24Q: 3 clusters Score -1582576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1582585.875000 Penalty: 4719.307129
	Iteration 25Q: 3 clusters Score -1582586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1582595.125000 Penalty: 4719.307129
	Iteration 26Q: 3 clusters Score -1582595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1582600.625000 Penalty: 4719.307129
	Iteration 27Q: 3 clusters Score -1582601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1582605.875000 Penalty: 4719.307129
	Iteration 28Q: 3 clusters Score -1582606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1582610.250000 Penalty: 4719.307129
	Iteration 29Q: 3 clusters Score -1582610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1582610.500000 Penalty: 4719.307129
	Iteration 30Q: 3 clusters Score -1582610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1582609.500000 Penalty: 4719.307129
	Iteration 31Q: 3 clusters Score -1582610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1582610.875000 Penalty: 4719.307129
	Iteration 32Q: 3 clusters Score -1582611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1582611.000000 Penalty: 4719.307129
	Iteration 33Q: 3 clusters Score -1582611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1582612.000000 Penalty: 4719.307129
	Iteration 34Q: 3 clusters Score -1582612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1582614.875000 Penalty: 4719.307129
	Iteration 35Q: 3 clusters Score -1582615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1582616.250000 Penalty: 4719.307129
	Iteration 36Q: 3 clusters Score -1582616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1582617.125000 Penalty: 4719.307129
	Iteration 37Q: 3 clusters Score -1582617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1582617.125000 Penalty: 4719.307129
	Iteration 38F: 3 clusters Score -1582617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Entering Unmasked Estep 
Score: -1086905.750000 Penalty: 2260.447998
	Iteration 0F: 2 clusters Score -1086906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1079831.875000 Penalty: 4520.895996
	Iteration 0F: 3 clusters Score -1079832 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1081801.625000 Penalty: 4520.895996
	Iteration 1F: 3 clusters Score -1081802 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1082092.875000 Penalty: 4520.895996
	Iteration 2F: 3 clusters Score -1082093 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1082268.375000 Penalty: 4520.895996
	Iteration 3Q: 3 clusters Score -1082268 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1082403.250000 Penalty: 4520.895996
	Iteration 4Q: 3 clusters Score -1082403 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1082510.000000 Penalty: 4520.895996
	Iteration 5Q: 3 clusters Score -1082510 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1082596.000000 Penalty: 4520.895996
	Iteration 6Q: 3 clusters Score -1082596 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1082679.000000 Penalty: 4520.895996
	Iteration 7Q: 3 clusters Score -1082679 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1082788.875000 Penalty: 4520.895996
	Iteration 8Q: 3 clusters Score -1082789 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1082935.125000 Penalty: 4520.895996
	Iteration 9Q: 3 clusters Score -1082935 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1083121.000000 Penalty: 4520.895996
	Iteration 10Q: 3 clusters Score -1083121 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1083358.500000 Penalty: 4520.895996
	Iteration 11Q: 3 clusters Score -1083358 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1083607.875000 Penalty: 4520.895996
	Iteration 12Q: 3 clusters Score -1083608 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1083878.375000 Penalty: 4520.895996
	Iteration 13Q: 3 clusters Score -1083878 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1084149.125000 Penalty: 4520.895996
	Iteration 14Q: 3 clusters Score -1084149 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1084388.375000 Penalty: 4520.895996
	Iteration 15Q: 3 clusters Score -1084388 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1084580.500000 Penalty: 4520.895996
	Iteration 16Q: 3 clusters Score -1084580 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1084744.750000 Penalty: 4520.895996
	Iteration 17Q: 3 clusters Score -1084745 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1084876.125000 Penalty: 4520.895996
	Iteration 18Q: 3 clusters Score -1084876 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1084950.875000 Penalty: 4520.895996
	Iteration 19Q: 3 clusters Score -1084951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1085003.000000 Penalty: 4520.895996
	Iteration 20F: 3 clusters Score -1085003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1085047.500000 Penalty: 4520.895996
	Iteration 21Q: 3 clusters Score -1085048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1085078.500000 Penalty: 4520.895996
	Iteration 22Q: 3 clusters Score -1085078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1085093.250000 Penalty: 4520.895996
	Iteration 23Q: 3 clusters Score -1085093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1085096.375000 Penalty: 4520.895996
	Iteration 24Q: 3 clusters Score -1085096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1085102.750000 Penalty: 4520.895996
	Iteration 25Q: 3 clusters Score -1085103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1085108.250000 Penalty: 4520.895996
	Iteration 26Q: 3 clusters Score -1085108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1085111.125000 Penalty: 4520.895996
	Iteration 27Q: 3 clusters Score -1085111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1085109.375000 Penalty: 4520.895996
	Iteration 28Q: 3 clusters Score -1085109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1085112.250000 Penalty: 4520.895996
	Iteration 29Q: 3 clusters Score -1085112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1085112.000000 Penalty: 4520.895996
	Iteration 30Q: 3 clusters Score -1085112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1085115.750000 Penalty: 4520.895996
	Iteration 31Q: 3 clusters Score -1085116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1085115.750000 Penalty: 4520.895996
	Iteration 32F: 3 clusters Score -1085116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Entering Unmasked Estep 
Score: -7365791.500000 Penalty: 2736.204346
	Iteration 0F: 2 clusters Score -7365792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -7324349.000000 Penalty: 5472.408691
	Iteration 0F: 3 clusters Score -7324349 nChanged 28907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -7340264.500000 Penalty: 5472.408691
	Iteration 1F: 3 clusters Score -7340264 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -7340943.000000 Penalty: 5472.408691
	Iteration 2Q: 3 clusters Score -7340943 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -7341602.000000 Penalty: 5472.408691
	Iteration 3Q: 3 clusters Score -7341602 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -7342431.000000 Penalty: 5472.408691
	Iteration 4Q: 3 clusters Score -7342431 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -7343511.500000 Penalty: 5472.408691
	Iteration 5Q: 3 clusters Score -7343512 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -7344884.000000 Penalty: 5472.408691
	Iteration 6Q: 3 clusters Score -7344884 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -7346679.000000 Penalty: 5472.408691
	Iteration 7F: 3 clusters Score -7346679 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -7348986.000000 Penalty: 5472.408691
	Iteration 8F: 3 clusters Score -7348986 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -7351613.500000 Penalty: 5472.408691
	Iteration 9F: 3 clusters Score -7351614 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -7353967.000000 Penalty: 5472.408691
	Iteration 10F: 3 clusters Score -7353967 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -7355545.500000 Penalty: 5472.408691
	Iteration 11Q: 3 clusters Score -7355546 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -7356268.500000 Penalty: 5472.408691
	Iteration 12Q: 3 clusters Score -7356268 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -7356769.500000 Penalty: 5472.408691
	Iteration 13Q: 3 clusters Score -7356770 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -7357180.500000 Penalty: 5472.408691
	Iteration 14Q: 3 clusters Score -7357180 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -7357676.000000 Penalty: 5472.408691
	Iteration 15Q: 3 clusters Score -7357676 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -7358149.000000 Penalty: 5472.408691
	Iteration 16Q: 3 clusters Score -7358149 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -7358615.500000 Penalty: 5472.408691
	Iteration 17Q: 3 clusters Score -7358616 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -7359104.000000 Penalty: 5472.408691
	Iteration 18Q: 3 clusters Score -7359104 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7359550 nChanged 1013
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7359974 nChanged 892
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Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7360310 nChanged 861
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Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7360602 nChanged 786
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Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7360822 nChanged 747
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Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7361042 nChanged 665
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7361232 nChanged 630
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7361448 nChanged 594
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Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7361616 nChanged 551
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7361722 nChanged 493
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Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7361837 nChanged 454
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Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7361942 nChanged 430
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Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7362028 nChanged 391
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Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7362117 nChanged 361
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Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7362196 nChanged 346
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Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7362284 nChanged 323
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Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7362322 nChanged 283
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Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7362402 nChanged 236
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Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7362446 nChanged 228
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Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7362462 nChanged 232
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Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7362499 nChanged 223
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Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7362530 nChanged 233
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Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7362573 nChanged 196
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Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7362612 nChanged 187
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Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7362638 nChanged 200
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Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7362682 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7362732 nChanged 191
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Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7362772 nChanged 172
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Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7362810 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7362830 nChanged 167
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Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 6029 members 
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	Iteration 50Q: 3 clusters Score -7362846 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 5869 members 
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	Iteration 51Q: 3 clusters Score -7362864 nChanged 166
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7362930 nChanged 183
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7363154 nChanged 185
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Mstep: Class 1 contains 57340 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 57512 members 
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	Iteration 60F: 3 clusters Score -7363310 nChanged 186
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Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7363362 nChanged 174
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Mstep: Class 1 contains 57828 members 
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	Iteration 62Q: 3 clusters Score -7363396 nChanged 167
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Mstep: Class 1 contains 57981 members 
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Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 3755 members 
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	Iteration 64Q: 3 clusters Score -7363496 nChanged 155
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Mstep: Class 1 contains 58270 members 
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	Iteration 65Q: 3 clusters Score -7363524 nChanged 112
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Mstep: Class 1 contains 58380 members 
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	Iteration 66Q: 3 clusters Score -7363546 nChanged 115
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	Iteration 67Q: 3 clusters Score -7363584 nChanged 117
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7363612 nChanged 107
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	Iteration 69Q: 3 clusters Score -7363634 nChanged 101
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	Iteration 70Q: 3 clusters Score -7363670 nChanged 91
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	Iteration 72Q: 3 clusters Score -7363710 nChanged 91
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	Iteration 73Q: 3 clusters Score -7363726 nChanged 85
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7363802 nChanged 62
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	Iteration 77Q: 3 clusters Score -7363816 nChanged 65
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Mstep: Class 1 contains 59372 members 
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	Iteration 78Q: 3 clusters Score -7363838 nChanged 73
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Mstep: Class 1 contains 59431 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7363854 nChanged 59
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Mstep: Class 1 contains 59482 members 
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	Iteration 80F: 3 clusters Score -7363864 nChanged 56
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Mstep: Class 1 contains 59532 members 
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	Iteration 81Q: 3 clusters Score -7363894 nChanged 54
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Mstep: Class 1 contains 59576 members 
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	Iteration 82Q: 3 clusters Score -7363896 nChanged 48
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Mstep: Class 1 contains 59620 members 
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	Iteration 83Q: 3 clusters Score -7363906 nChanged 32
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	Iteration 84Q: 3 clusters Score -7363916 nChanged 29
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	Iteration 85Q: 3 clusters Score -7363936 nChanged 32
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Mstep: Class 1 contains 59697 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7363934 nChanged 34
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7363944 nChanged 28
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	Iteration 88Q: 3 clusters Score -7363947 nChanged 31
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7363956 nChanged 25
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	Iteration 90Q: 3 clusters Score -7363967 nChanged 34
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	Iteration 91Q: 3 clusters Score -7363971 nChanged 16
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	Iteration 92Q: 3 clusters Score -7363976 nChanged 21
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	Iteration 93Q: 3 clusters Score -7363973 nChanged 12
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	Iteration 94Q: 3 clusters Score -7363974 nChanged 9
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	Iteration 95Q: 3 clusters Score -7363980 nChanged 7
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7363988 nChanged 9
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Mstep: Class 2 contains 2013 members 
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	Iteration 98Q: 3 clusters Score -7363996 nChanged 11
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Mstep: Class 2 contains 2010 members 
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	Iteration 99Q: 3 clusters Score -7363994 nChanged 10
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	Iteration 100F: 3 clusters Score -7363992 nChanged 11
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	Iteration 101Q: 3 clusters Score -7363980 nChanged 12
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Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 1993 members 
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	Iteration 102Q: 3 clusters Score -7363990 nChanged 13
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	Iteration 103Q: 3 clusters Score -7363989 nChanged 10
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	Iteration 104Q: 3 clusters Score -7363989 nChanged 7
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	Iteration 105Q: 3 clusters Score -7363992 nChanged 5
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	Iteration 106Q: 3 clusters Score -7363991 nChanged 6
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	Iteration 107Q: 3 clusters Score -7363992 nChanged 5
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	Iteration 108Q: 3 clusters Score -7363996 nChanged 5
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	Iteration 109Q: 3 clusters Score -7364000 nChanged 2
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	Iteration 110Q: 3 clusters Score -7364002 nChanged 2
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Entering Unmasked Estep 
Score: -7363999.000000 Penalty: 5472.408691
	Iteration 111Q: 3 clusters Score -7363999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -7363999.000000 Penalty: 5472.408691
	Iteration 112F: 3 clusters Score -7363999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (95843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95843 members 
Entering Unmasked Estep 
Score: -11439795.000000 Penalty: 2844.675781
	Iteration 0F: 2 clusters Score -1.14398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -11375713.000000 Penalty: 5689.351562
	Iteration 0F: 3 clusters Score -1.137571e+07 nChanged 45400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -11401970.000000 Penalty: 5689.351562
	Iteration 1F: 3 clusters Score -1.140197e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -11403565.000000 Penalty: 5689.351562
	Iteration 2Q: 3 clusters Score -1.140356e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -11406009.000000 Penalty: 5689.351562
	Iteration 3F: 3 clusters Score -1.140601e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -11409434.000000 Penalty: 5689.351562
	Iteration 4F: 3 clusters Score -1.140943e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -11413737.000000 Penalty: 5689.351562
	Iteration 5F: 3 clusters Score -1.141374e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -11418374.000000 Penalty: 5689.351562
	Iteration 6F: 3 clusters Score -1.141837e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -11422748.000000 Penalty: 5689.351562
	Iteration 7F: 3 clusters Score -1.142275e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -11426586.000000 Penalty: 5689.351562
	Iteration 8F: 3 clusters Score -1.142659e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -11429967.000000 Penalty: 5689.351562
	Iteration 9Q: 3 clusters Score -1.142997e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 87328 members 
Entering Unmasked Estep 
Score: -11432613.000000 Penalty: 5689.351562
	Iteration 10Q: 3 clusters Score -1.143261e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -11434508.000000 Penalty: 5689.351562
	Iteration 11Q: 3 clusters Score -1.143451e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -11435842.000000 Penalty: 5689.351562
	Iteration 12Q: 3 clusters Score -1.143584e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 93297 members 
Entering Unmasked Estep 
Score: -11436592.000000 Penalty: 5689.351562
	Iteration 13Q: 3 clusters Score -1.143659e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -11437031.000000 Penalty: 5689.351562
	Iteration 14Q: 3 clusters Score -1.143703e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -11437243.000000 Penalty: 5689.351562
	Iteration 15Q: 3 clusters Score -1.143724e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 94634 members 
Entering Unmasked Estep 
Score: -11437406.000000 Penalty: 5689.351562
	Iteration 16Q: 3 clusters Score -1.143741e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -11437512.000000 Penalty: 5689.351562
	Iteration 17Q: 3 clusters Score -1.143751e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -11437588.000000 Penalty: 5689.351562
	Iteration 18Q: 3 clusters Score -1.143759e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -11437636.000000 Penalty: 5689.351562
	Iteration 19Q: 3 clusters Score -1.143764e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -11437651.000000 Penalty: 5689.351562
	Iteration 20F: 3 clusters Score -1.143765e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -11437670.000000 Penalty: 5689.351562
	Iteration 21Q: 3 clusters Score -1.143767e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 94996 members 
Entering Unmasked Estep 
Score: -11437688.000000 Penalty: 5689.351562
	Iteration 22Q: 3 clusters Score -1.143769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 95002 members 
Entering Unmasked Estep 
Score: -11437682.000000 Penalty: 5689.351562
	Iteration 23Q: 3 clusters Score -1.143768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -11437692.000000 Penalty: 5689.351562
	Iteration 24Q: 3 clusters Score -1.143769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -11437689.000000 Penalty: 5689.351562
	Iteration 25Q: 3 clusters Score -1.143769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -11437692.000000 Penalty: 5689.351562
	Iteration 26Q: 3 clusters Score -1.143769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 95012 members 
Entering Unmasked Estep 
Score: -11437686.000000 Penalty: 5689.351562
	Iteration 27Q: 3 clusters Score -1.143769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 95012 members 
Entering Unmasked Estep 
Score: -11437686.000000 Penalty: 5689.351562
	Iteration 28F: 3 clusters Score -1.143769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (204502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204502 members 
Entering Unmasked Estep 
Score: -24145924.000000 Penalty: 3032.626709
	Iteration 0F: 2 clusters Score -2.414592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102268 members 
Mstep: Class 2 contains 102234 members 
Entering Unmasked Estep 
Score: -24012996.000000 Penalty: 6065.253418
	Iteration 0F: 3 clusters Score -2.4013e+07 nChanged 98201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103185 members 
Mstep: Class 2 contains 101317 members 
Entering Unmasked Estep 
Score: -24070132.000000 Penalty: 6065.253418
	Iteration 1F: 3 clusters Score -2.407013e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -24071040.000000 Penalty: 6065.253418
	Iteration 2Q: 3 clusters Score -2.407104e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104883 members 
Mstep: Class 2 contains 99619 members 
Entering Unmasked Estep 
Score: -24072308.000000 Penalty: 6065.253418
	Iteration 3Q: 3 clusters Score -2.407231e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106461 members 
Mstep: Class 2 contains 98041 members 
Entering Unmasked Estep 
Score: -24073944.000000 Penalty: 6065.253418
	Iteration 4Q: 3 clusters Score -2.407394e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108743 members 
Mstep: Class 2 contains 95759 members 
Entering Unmasked Estep 
Score: -24076410.000000 Penalty: 6065.253418
	Iteration 5Q: 3 clusters Score -2.407641e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111995 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -24079834.000000 Penalty: 6065.253418
	Iteration 6Q: 3 clusters Score -2.407983e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116366 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -24084182.000000 Penalty: 6065.253418
	Iteration 7Q: 3 clusters Score -2.408418e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121921 members 
Mstep: Class 2 contains 82581 members 
Entering Unmasked Estep 
Score: -24089856.000000 Penalty: 6065.253418
	Iteration 8F: 3 clusters Score -2.408986e+07 nChanged 12066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128373 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -24096630.000000 Penalty: 6065.253418
	Iteration 9F: 3 clusters Score -2.409663e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135339 members 
Mstep: Class 2 contains 69163 members 
Entering Unmasked Estep 
Score: -24103664.000000 Penalty: 6065.253418
	Iteration 10F: 3 clusters Score -2.410366e+07 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141960 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -24111084.000000 Penalty: 6065.253418
	Iteration 11F: 3 clusters Score -2.411108e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147855 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -24117482.000000 Penalty: 6065.253418
	Iteration 12Q: 3 clusters Score -2.411748e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152985 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -24121978.000000 Penalty: 6065.253418
	Iteration 13Q: 3 clusters Score -2.412198e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157697 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -24124650.000000 Penalty: 6065.253418
	Iteration 14Q: 3 clusters Score -2.412465e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162264 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -24126696.000000 Penalty: 6065.253418
	Iteration 15Q: 3 clusters Score -2.41267e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166651 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -24128662.000000 Penalty: 6065.253418
	Iteration 16Q: 3 clusters Score -2.412866e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170968 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -24130556.000000 Penalty: 6065.253418
	Iteration 17Q: 3 clusters Score -2.413056e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175026 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -24132668.000000 Penalty: 6065.253418
	Iteration 18Q: 3 clusters Score -2.413267e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178779 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -24134474.000000 Penalty: 6065.253418
	Iteration 19Q: 3 clusters Score -2.413447e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182075 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -24136108.000000 Penalty: 6065.253418
	Iteration 20F: 3 clusters Score -2.413611e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184890 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -24137552.000000 Penalty: 6065.253418
	Iteration 21Q: 3 clusters Score -2.413755e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187251 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -24138552.000000 Penalty: 6065.253418
	Iteration 22Q: 3 clusters Score -2.413855e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189245 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -24139332.000000 Penalty: 6065.253418
	Iteration 23Q: 3 clusters Score -2.413933e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190959 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -24139934.000000 Penalty: 6065.253418
	Iteration 24Q: 3 clusters Score -2.413993e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192407 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -24140428.000000 Penalty: 6065.253418
	Iteration 25Q: 3 clusters Score -2.414043e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193679 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -24140838.000000 Penalty: 6065.253418
	Iteration 26Q: 3 clusters Score -2.414084e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194804 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -24141228.000000 Penalty: 6065.253418
	Iteration 27Q: 3 clusters Score -2.414123e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195773 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -24141414.000000 Penalty: 6065.253418
	Iteration 28Q: 3 clusters Score -2.414141e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196653 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -24141654.000000 Penalty: 6065.253418
	Iteration 29Q: 3 clusters Score -2.414165e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197403 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -24141778.000000 Penalty: 6065.253418
	Iteration 30Q: 3 clusters Score -2.414178e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198100 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -24142012.000000 Penalty: 6065.253418
	Iteration 31Q: 3 clusters Score -2.414201e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198745 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -24142168.000000 Penalty: 6065.253418
	Iteration 32Q: 3 clusters Score -2.414217e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199256 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -24142316.000000 Penalty: 6065.253418
	Iteration 33Q: 3 clusters Score -2.414232e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199704 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -24142340.000000 Penalty: 6065.253418
	Iteration 34Q: 3 clusters Score -2.414234e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200100 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -24142446.000000 Penalty: 6065.253418
	Iteration 35Q: 3 clusters Score -2.414245e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200441 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -24142544.000000 Penalty: 6065.253418
	Iteration 36Q: 3 clusters Score -2.414254e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200762 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -24142588.000000 Penalty: 6065.253418
	Iteration 37Q: 3 clusters Score -2.414259e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201058 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -24142670.000000 Penalty: 6065.253418
	Iteration 38Q: 3 clusters Score -2.414267e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201301 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -24142806.000000 Penalty: 6065.253418
	Iteration 39Q: 3 clusters Score -2.414281e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201505 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -24142850.000000 Penalty: 6065.253418
	Iteration 40F: 3 clusters Score -2.414285e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201687 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -24142870.000000 Penalty: 6065.253418
	Iteration 41Q: 3 clusters Score -2.414287e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201859 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -24142916.000000 Penalty: 6065.253418
	Iteration 42Q: 3 clusters Score -2.414292e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202013 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -24142938.000000 Penalty: 6065.253418
	Iteration 43Q: 3 clusters Score -2.414294e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202148 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -24142984.000000 Penalty: 6065.253418
	Iteration 44Q: 3 clusters Score -2.414298e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202263 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -24142962.000000 Penalty: 6065.253418
	Iteration 45Q: 3 clusters Score -2.414296e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202364 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -24143026.000000 Penalty: 6065.253418
	Iteration 46Q: 3 clusters Score -2.414303e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202455 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -24143046.000000 Penalty: 6065.253418
	Iteration 47Q: 3 clusters Score -2.414305e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202530 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -24143078.000000 Penalty: 6065.253418
	Iteration 48Q: 3 clusters Score -2.414308e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202603 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -24143074.000000 Penalty: 6065.253418
	Iteration 49Q: 3 clusters Score -2.414307e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202666 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -24143092.000000 Penalty: 6065.253418
	Iteration 50Q: 3 clusters Score -2.414309e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202740 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -24143168.000000 Penalty: 6065.253418
	Iteration 51Q: 3 clusters Score -2.414317e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202807 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -24143172.000000 Penalty: 6065.253418
	Iteration 52Q: 3 clusters Score -2.414317e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202879 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -24143208.000000 Penalty: 6065.253418
	Iteration 53Q: 3 clusters Score -2.414321e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202942 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -24143212.000000 Penalty: 6065.253418
	Iteration 54Q: 3 clusters Score -2.414321e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202998 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -24143232.000000 Penalty: 6065.253418
	Iteration 55Q: 3 clusters Score -2.414323e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203049 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -24143240.000000 Penalty: 6065.253418
	Iteration 56Q: 3 clusters Score -2.414324e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203099 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -24143250.000000 Penalty: 6065.253418
	Iteration 57Q: 3 clusters Score -2.414325e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203142 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -24143258.000000 Penalty: 6065.253418
	Iteration 58Q: 3 clusters Score -2.414326e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203177 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -24143290.000000 Penalty: 6065.253418
	Iteration 59Q: 3 clusters Score -2.414329e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203208 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -24143298.000000 Penalty: 6065.253418
	Iteration 60F: 3 clusters Score -2.41433e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203238 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -24143286.000000 Penalty: 6065.253418
	Iteration 61Q: 3 clusters Score -2.414329e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203268 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -24143300.000000 Penalty: 6065.253418
	Iteration 62Q: 3 clusters Score -2.41433e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203295 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -24143294.000000 Penalty: 6065.253418
	Iteration 63Q: 3 clusters Score -2.414329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203314 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -24143316.000000 Penalty: 6065.253418
	Iteration 64Q: 3 clusters Score -2.414332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203335 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -24143320.000000 Penalty: 6065.253418
	Iteration 65Q: 3 clusters Score -2.414332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203357 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -24143318.000000 Penalty: 6065.253418
	Iteration 66Q: 3 clusters Score -2.414332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203379 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -24143326.000000 Penalty: 6065.253418
	Iteration 67Q: 3 clusters Score -2.414333e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203399 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -24143342.000000 Penalty: 6065.253418
	Iteration 68Q: 3 clusters Score -2.414334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203417 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -24143346.000000 Penalty: 6065.253418
	Iteration 69Q: 3 clusters Score -2.414335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203425 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -24143362.000000 Penalty: 6065.253418
	Iteration 70Q: 3 clusters Score -2.414336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203440 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -24143336.000000 Penalty: 6065.253418
	Iteration 71Q: 3 clusters Score -2.414334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203451 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -24143352.000000 Penalty: 6065.253418
	Iteration 72Q: 3 clusters Score -2.414335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203459 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -24143344.000000 Penalty: 6065.253418
	Iteration 73Q: 3 clusters Score -2.414334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203472 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -24143358.000000 Penalty: 6065.253418
	Iteration 74Q: 3 clusters Score -2.414336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203484 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -24143346.000000 Penalty: 6065.253418
	Iteration 75Q: 3 clusters Score -2.414335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203492 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -24143354.000000 Penalty: 6065.253418
	Iteration 76Q: 3 clusters Score -2.414335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203499 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -24143368.000000 Penalty: 6065.253418
	Iteration 77Q: 3 clusters Score -2.414337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203502 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -24143342.000000 Penalty: 6065.253418
	Iteration 78Q: 3 clusters Score -2.414334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203505 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -24143336.000000 Penalty: 6065.253418
	Iteration 79Q: 3 clusters Score -2.414334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203508 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -24143346.000000 Penalty: 6065.253418
	Iteration 80F: 3 clusters Score -2.414335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Entering Unmasked Estep 
Score: -1170971.750000 Penalty: 2284.684814
	Iteration 0F: 2 clusters Score -1170972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1163246.125000 Penalty: 4569.369629
	Iteration 0F: 3 clusters Score -1163246 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1165489.250000 Penalty: 4569.369629
	Iteration 1F: 3 clusters Score -1165489 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1165759.875000 Penalty: 4569.369629
	Iteration 2F: 3 clusters Score -1165760 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1165951.000000 Penalty: 4569.369629
	Iteration 3Q: 3 clusters Score -1165951 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1166068.625000 Penalty: 4569.369629
	Iteration 4Q: 3 clusters Score -1166069 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1166162.375000 Penalty: 4569.369629
	Iteration 5Q: 3 clusters Score -1166162 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1166237.000000 Penalty: 4569.369629
	Iteration 6Q: 3 clusters Score -1166237 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1166300.375000 Penalty: 4569.369629
	Iteration 7Q: 3 clusters Score -1166300 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1166359.750000 Penalty: 4569.369629
	Iteration 8Q: 3 clusters Score -1166360 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1166418.000000 Penalty: 4569.369629
	Iteration 9Q: 3 clusters Score -1166418 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1166476.750000 Penalty: 4569.369629
	Iteration 10Q: 3 clusters Score -1166477 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1166541.000000 Penalty: 4569.369629
	Iteration 11Q: 3 clusters Score -1166541 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1166604.375000 Penalty: 4569.369629
	Iteration 12Q: 3 clusters Score -1166604 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1166683.250000 Penalty: 4569.369629
	Iteration 13Q: 3 clusters Score -1166683 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1166769.250000 Penalty: 4569.369629
	Iteration 14Q: 3 clusters Score -1166769 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1166860.000000 Penalty: 4569.369629
	Iteration 15Q: 3 clusters Score -1166860 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1166975.375000 Penalty: 4569.369629
	Iteration 16Q: 3 clusters Score -1166975 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1167103.125000 Penalty: 4569.369629
	Iteration 17Q: 3 clusters Score -1167103 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1167236.125000 Penalty: 4569.369629
	Iteration 18Q: 3 clusters Score -1167236 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1167408.625000 Penalty: 4569.369629
	Iteration 19Q: 3 clusters Score -1167409 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1167616.250000 Penalty: 4569.369629
	Iteration 20F: 3 clusters Score -1167616 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1167871.375000 Penalty: 4569.369629
	Iteration 21Q: 3 clusters Score -1167871 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1168160.750000 Penalty: 4569.369629
	Iteration 22Q: 3 clusters Score -1168161 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1168473.250000 Penalty: 4569.369629
	Iteration 23Q: 3 clusters Score -1168473 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1168774.125000 Penalty: 4569.369629
	Iteration 24Q: 3 clusters Score -1168774 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1169033.125000 Penalty: 4569.369629
	Iteration 25Q: 3 clusters Score -1169033 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1169202.250000 Penalty: 4569.369629
	Iteration 26Q: 3 clusters Score -1169202 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1169322.250000 Penalty: 4569.369629
	Iteration 27Q: 3 clusters Score -1169322 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1169388.875000 Penalty: 4569.369629
	Iteration 28Q: 3 clusters Score -1169389 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1169432.125000 Penalty: 4569.369629
	Iteration 29Q: 3 clusters Score -1169432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1169463.750000 Penalty: 4569.369629
	Iteration 30Q: 3 clusters Score -1169464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1169498.375000 Penalty: 4569.369629
	Iteration 31Q: 3 clusters Score -1169498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1169525.375000 Penalty: 4569.369629
	Iteration 32Q: 3 clusters Score -1169525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1169542.250000 Penalty: 4569.369629
	Iteration 33Q: 3 clusters Score -1169542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1169563.125000 Penalty: 4569.369629
	Iteration 34Q: 3 clusters Score -1169563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1169591.500000 Penalty: 4569.369629
	Iteration 35Q: 3 clusters Score -1169592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1169612.375000 Penalty: 4569.369629
	Iteration 36Q: 3 clusters Score -1169612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1169630.500000 Penalty: 4569.369629
	Iteration 37Q: 3 clusters Score -1169630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1169640.250000 Penalty: 4569.369629
	Iteration 38Q: 3 clusters Score -1169640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1169642.875000 Penalty: 4569.369629
	Iteration 39Q: 3 clusters Score -1169643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1169652.250000 Penalty: 4569.369629
	Iteration 40F: 3 clusters Score -1169652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1169655.125000 Penalty: 4569.369629
	Iteration 41Q: 3 clusters Score -1169655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1169660.750000 Penalty: 4569.369629
	Iteration 42Q: 3 clusters Score -1169661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1169670.375000 Penalty: 4569.369629
	Iteration 43Q: 3 clusters Score -1169670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1169679.250000 Penalty: 4569.369629
	Iteration 44Q: 3 clusters Score -1169679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1169685.375000 Penalty: 4569.369629
	Iteration 45Q: 3 clusters Score -1169685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1169686.250000 Penalty: 4569.369629
	Iteration 46Q: 3 clusters Score -1169686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1169689.500000 Penalty: 4569.369629
	Iteration 47Q: 3 clusters Score -1169690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1169692.750000 Penalty: 4569.369629
	Iteration 48Q: 3 clusters Score -1169693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1169696.375000 Penalty: 4569.369629
	Iteration 49Q: 3 clusters Score -1169696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1169699.250000 Penalty: 4569.369629
	Iteration 50Q: 3 clusters Score -1169699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1169702.000000 Penalty: 4569.369629
	Iteration 51Q: 3 clusters Score -1169702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1169701.500000 Penalty: 4569.369629
	Iteration 52Q: 3 clusters Score -1169702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1169706.000000 Penalty: 4569.369629
	Iteration 53Q: 3 clusters Score -1169706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1169707.000000 Penalty: 4569.369629
	Iteration 54Q: 3 clusters Score -1169707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1169710.875000 Penalty: 4569.369629
	Iteration 55Q: 3 clusters Score -1169711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1169712.000000 Penalty: 4569.369629
	Iteration 56Q: 3 clusters Score -1169712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1169713.250000 Penalty: 4569.369629
	Iteration 57Q: 3 clusters Score -1169713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1169715.500000 Penalty: 4569.369629
	Iteration 58Q: 3 clusters Score -1169716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1169715.125000 Penalty: 4569.369629
	Iteration 59Q: 3 clusters Score -1169715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1169715.125000 Penalty: 4569.369629
	Iteration 60F: 3 clusters Score -1169715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Entering Unmasked Estep 
Score: -563662.375000 Penalty: 2094.426270
	Iteration 0F: 2 clusters Score -563662.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -559352.250000 Penalty: 4188.852539
	Iteration 0F: 3 clusters Score -559352.2 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -560336.187500 Penalty: 4188.852539
	Iteration 1F: 3 clusters Score -560336.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -560494.625000 Penalty: 4188.852539
	Iteration 2F: 3 clusters Score -560494.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -560588.312500 Penalty: 4188.852539
	Iteration 3Q: 3 clusters Score -560588.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -560664.000000 Penalty: 4188.852539
	Iteration 4Q: 3 clusters Score -560664 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -560723.937500 Penalty: 4188.852539
	Iteration 5Q: 3 clusters Score -560723.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -560767.000000 Penalty: 4188.852539
	Iteration 6Q: 3 clusters Score -560767 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -560804.625000 Penalty: 4188.852539
	Iteration 7Q: 3 clusters Score -560804.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -560830.750000 Penalty: 4188.852539
	Iteration 8Q: 3 clusters Score -560830.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -560850.562500 Penalty: 4188.852539
	Iteration 9Q: 3 clusters Score -560850.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -560871.812500 Penalty: 4188.852539
	Iteration 10Q: 3 clusters Score -560871.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -560887.937500 Penalty: 4188.852539
	Iteration 11Q: 3 clusters Score -560887.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -560902.187500 Penalty: 4188.852539
	Iteration 12Q: 3 clusters Score -560902.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -560911.562500 Penalty: 4188.852539
	Iteration 13Q: 3 clusters Score -560911.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -560920.937500 Penalty: 4188.852539
	Iteration 14Q: 3 clusters Score -560920.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -560935.250000 Penalty: 4188.852539
	Iteration 15Q: 3 clusters Score -560935.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -560947.750000 Penalty: 4188.852539
	Iteration 16Q: 3 clusters Score -560947.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -560960.250000 Penalty: 4188.852539
	Iteration 17Q: 3 clusters Score -560960.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -560970.062500 Penalty: 4188.852539
	Iteration 18Q: 3 clusters Score -560970.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -560976.812500 Penalty: 4188.852539
	Iteration 19Q: 3 clusters Score -560976.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -560982.062500 Penalty: 4188.852539
	Iteration 20F: 3 clusters Score -560982.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -560985.500000 Penalty: 4188.852539
	Iteration 21Q: 3 clusters Score -560985.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -560989.937500 Penalty: 4188.852539
	Iteration 22Q: 3 clusters Score -560989.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -560992.750000 Penalty: 4188.852539
	Iteration 23Q: 3 clusters Score -560992.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -560994.750000 Penalty: 4188.852539
	Iteration 24Q: 3 clusters Score -560994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -560996.250000 Penalty: 4188.852539
	Iteration 25Q: 3 clusters Score -560996.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -560999.062500 Penalty: 4188.852539
	Iteration 26Q: 3 clusters Score -560999.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -561004.500000 Penalty: 4188.852539
	Iteration 27Q: 3 clusters Score -561004.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -561009.062500 Penalty: 4188.852539
	Iteration 28Q: 3 clusters Score -561009.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -561014.187500 Penalty: 4188.852539
	Iteration 29Q: 3 clusters Score -561014.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -561016.750000 Penalty: 4188.852539
	Iteration 30Q: 3 clusters Score -561016.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -561020.187500 Penalty: 4188.852539
	Iteration 31Q: 3 clusters Score -561020.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -561023.187500 Penalty: 4188.852539
	Iteration 32Q: 3 clusters Score -561023.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -561026.750000 Penalty: 4188.852539
	Iteration 33Q: 3 clusters Score -561026.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -561029.875000 Penalty: 4188.852539
	Iteration 34Q: 3 clusters Score -561029.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -561030.125000 Penalty: 4188.852539
	Iteration 35Q: 3 clusters Score -561030.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -561031.000000 Penalty: 4188.852539
	Iteration 36Q: 3 clusters Score -561031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -561030.750000 Penalty: 4188.852539
	Iteration 37Q: 3 clusters Score -561030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -561031.625000 Penalty: 4188.852539
	Iteration 38Q: 3 clusters Score -561031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -561033.000000 Penalty: 4188.852539
	Iteration 39Q: 3 clusters Score -561033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -561033.187500 Penalty: 4188.852539
	Iteration 40F: 3 clusters Score -561033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -561034.062500 Penalty: 4188.852539
	Iteration 41Q: 3 clusters Score -561034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -561036.125000 Penalty: 4188.852539
	Iteration 42Q: 3 clusters Score -561036.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -561038.125000 Penalty: 4188.852539
	Iteration 43Q: 3 clusters Score -561038.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -561040.687500 Penalty: 4188.852539
	Iteration 44Q: 3 clusters Score -561040.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -561043.750000 Penalty: 4188.852539
	Iteration 45Q: 3 clusters Score -561043.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -561044.062500 Penalty: 4188.852539
	Iteration 46Q: 3 clusters Score -561044.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -561046.437500 Penalty: 4188.852539
	Iteration 47Q: 3 clusters Score -561046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -561047.000000 Penalty: 4188.852539
	Iteration 48Q: 3 clusters Score -561047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -561048.312500 Penalty: 4188.852539
	Iteration 49Q: 3 clusters Score -561048.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -561049.875000 Penalty: 4188.852539
	Iteration 50Q: 3 clusters Score -561049.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -561052.687500 Penalty: 4188.852539
	Iteration 51Q: 3 clusters Score -561052.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -561056.500000 Penalty: 4188.852539
	Iteration 52Q: 3 clusters Score -561056.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -561059.687500 Penalty: 4188.852539
	Iteration 53Q: 3 clusters Score -561059.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -561062.125000 Penalty: 4188.852539
	Iteration 54Q: 3 clusters Score -561062.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -561065.625000 Penalty: 4188.852539
	Iteration 55Q: 3 clusters Score -561065.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -561067.000000 Penalty: 4188.852539
	Iteration 56Q: 3 clusters Score -561067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -561070.937500 Penalty: 4188.852539
	Iteration 57Q: 3 clusters Score -561070.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -561075.125000 Penalty: 4188.852539
	Iteration 58Q: 3 clusters Score -561075.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -561078.562500 Penalty: 4188.852539
	Iteration 59Q: 3 clusters Score -561078.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -561080.437500 Penalty: 4188.852539
	Iteration 60F: 3 clusters Score -561080.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -561084.125000 Penalty: 4188.852539
	Iteration 61Q: 3 clusters Score -561084.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -561086.687500 Penalty: 4188.852539
	Iteration 62Q: 3 clusters Score -561086.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -561090.062500 Penalty: 4188.852539
	Iteration 63Q: 3 clusters Score -561090.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -561091.250000 Penalty: 4188.852539
	Iteration 64Q: 3 clusters Score -561091.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -561094.250000 Penalty: 4188.852539
	Iteration 65Q: 3 clusters Score -561094.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -561098.375000 Penalty: 4188.852539
	Iteration 66Q: 3 clusters Score -561098.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -561101.750000 Penalty: 4188.852539
	Iteration 67Q: 3 clusters Score -561101.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -561106.125000 Penalty: 4188.852539
	Iteration 68Q: 3 clusters Score -561106.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -561116.062500 Penalty: 4188.852539
	Iteration 69Q: 3 clusters Score -561116.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -561124.812500 Penalty: 4188.852539
	Iteration 70Q: 3 clusters Score -561124.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -561136.437500 Penalty: 4188.852539
	Iteration 71Q: 3 clusters Score -561136.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -561142.000000 Penalty: 4188.852539
	Iteration 72Q: 3 clusters Score -561142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -561153.687500 Penalty: 4188.852539
	Iteration 73Q: 3 clusters Score -561153.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -561163.750000 Penalty: 4188.852539
	Iteration 74Q: 3 clusters Score -561163.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -561172.000000 Penalty: 4188.852539
	Iteration 75Q: 3 clusters Score -561172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -561178.562500 Penalty: 4188.852539
	Iteration 76Q: 3 clusters Score -561178.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -561188.687500 Penalty: 4188.852539
	Iteration 77Q: 3 clusters Score -561188.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -561197.500000 Penalty: 4188.852539
	Iteration 78Q: 3 clusters Score -561197.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -561200.937500 Penalty: 4188.852539
	Iteration 79Q: 3 clusters Score -561200.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -561205.500000 Penalty: 4188.852539
	Iteration 80F: 3 clusters Score -561205.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -561211.000000 Penalty: 4188.852539
	Iteration 81Q: 3 clusters Score -561211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -561217.062500 Penalty: 4188.852539
	Iteration 82Q: 3 clusters Score -561217.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -561221.375000 Penalty: 4188.852539
	Iteration 83Q: 3 clusters Score -561221.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -561223.062500 Penalty: 4188.852539
	Iteration 84Q: 3 clusters Score -561223.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -561227.187500 Penalty: 4188.852539
	Iteration 85Q: 3 clusters Score -561227.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -561232.250000 Penalty: 4188.852539
	Iteration 86Q: 3 clusters Score -561232.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -561237.937500 Penalty: 4188.852539
	Iteration 87Q: 3 clusters Score -561237.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -561242.625000 Penalty: 4188.852539
	Iteration 88Q: 3 clusters Score -561242.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -561249.812500 Penalty: 4188.852539
	Iteration 89Q: 3 clusters Score -561249.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -561256.125000 Penalty: 4188.852539
	Iteration 90Q: 3 clusters Score -561256.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -561265.125000 Penalty: 4188.852539
	Iteration 91Q: 3 clusters Score -561265.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -561277.750000 Penalty: 4188.852539
	Iteration 92Q: 3 clusters Score -561277.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -561284.687500 Penalty: 4188.852539
	Iteration 93Q: 3 clusters Score -561284.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -561295.875000 Penalty: 4188.852539
	Iteration 94Q: 3 clusters Score -561295.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -561307.937500 Penalty: 4188.852539
	Iteration 95Q: 3 clusters Score -561307.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -561323.562500 Penalty: 4188.852539
	Iteration 96Q: 3 clusters Score -561323.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -561337.625000 Penalty: 4188.852539
	Iteration 97Q: 3 clusters Score -561337.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -561352.875000 Penalty: 4188.852539
	Iteration 98Q: 3 clusters Score -561352.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -561375.250000 Penalty: 4188.852539
	Iteration 99Q: 3 clusters Score -561375.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -561403.437500 Penalty: 4188.852539
	Iteration 100F: 3 clusters Score -561403.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -561442.187500 Penalty: 4188.852539
	Iteration 101Q: 3 clusters Score -561442.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -561501.062500 Penalty: 4188.852539
	Iteration 102Q: 3 clusters Score -561501.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -561561.687500 Penalty: 4188.852539
	Iteration 103Q: 3 clusters Score -561561.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -561617.500000 Penalty: 4188.852539
	Iteration 104Q: 3 clusters Score -561617.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -561667.750000 Penalty: 4188.852539
	Iteration 105Q: 3 clusters Score -561667.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -561706.125000 Penalty: 4188.852539
	Iteration 106Q: 3 clusters Score -561706.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -561732.000000 Penalty: 4188.852539
	Iteration 107Q: 3 clusters Score -561732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -561765.250000 Penalty: 4188.852539
	Iteration 108Q: 3 clusters Score -561765.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -561795.437500 Penalty: 4188.852539
	Iteration 109Q: 3 clusters Score -561795.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -561823.062500 Penalty: 4188.852539
	Iteration 110Q: 3 clusters Score -561823.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -561844.000000 Penalty: 4188.852539
	Iteration 111Q: 3 clusters Score -561844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -561857.375000 Penalty: 4188.852539
	Iteration 112Q: 3 clusters Score -561857.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -561863.375000 Penalty: 4188.852539
	Iteration 113Q: 3 clusters Score -561863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -561866.437500 Penalty: 4188.852539
	Iteration 114Q: 3 clusters Score -561866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -561868.937500 Penalty: 4188.852539
	Iteration 115Q: 3 clusters Score -561868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -561871.875000 Penalty: 4188.852539
	Iteration 116Q: 3 clusters Score -561871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -561871.937500 Penalty: 4188.852539
	Iteration 117Q: 3 clusters Score -561871.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -561871.937500 Penalty: 4188.852539
	Iteration 118F: 3 clusters Score -561871.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Entering Unmasked Estep 
Score: -4589460.000000 Penalty: 2616.974609
	Iteration 0F: 2 clusters Score -4589460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4563562.500000 Penalty: 5233.949219
	Iteration 0F: 3 clusters Score -4563562 nChanged 17556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -4573053.500000 Penalty: 5233.949219
	Iteration 1F: 3 clusters Score -4573054 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -4573473.500000 Penalty: 5233.949219
	Iteration 2Q: 3 clusters Score -4573474 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -4573907.500000 Penalty: 5233.949219
	Iteration 3Q: 3 clusters Score -4573908 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -4574439.000000 Penalty: 5233.949219
	Iteration 4Q: 3 clusters Score -4574439 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -4575165.500000 Penalty: 5233.949219
	Iteration 5Q: 3 clusters Score -4575166 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -4576340.500000 Penalty: 5233.949219
	Iteration 6F: 3 clusters Score -4576340 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -4578150.000000 Penalty: 5233.949219
	Iteration 7F: 3 clusters Score -4578150 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -4580634.000000 Penalty: 5233.949219
	Iteration 8F: 3 clusters Score -4580634 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4583166.500000 Penalty: 5233.949219
	Iteration 9F: 3 clusters Score -4583166 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4585218.000000 Penalty: 5233.949219
	Iteration 10F: 3 clusters Score -4585218 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4586384.500000 Penalty: 5233.949219
	Iteration 11Q: 3 clusters Score -4586384 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4586859.000000 Penalty: 5233.949219
	Iteration 12Q: 3 clusters Score -4586859 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4587062.000000 Penalty: 5233.949219
	Iteration 13Q: 3 clusters Score -4587062 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4587172.000000 Penalty: 5233.949219
	Iteration 14Q: 3 clusters Score -4587172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4587253.500000 Penalty: 5233.949219
	Iteration 15Q: 3 clusters Score -4587254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4587321.500000 Penalty: 5233.949219
	Iteration 16Q: 3 clusters Score -4587322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4587374.000000 Penalty: 5233.949219
	Iteration 17Q: 3 clusters Score -4587374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4587391.500000 Penalty: 5233.949219
	Iteration 18Q: 3 clusters Score -4587392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4587413.000000 Penalty: 5233.949219
	Iteration 19Q: 3 clusters Score -4587413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4587430.000000 Penalty: 5233.949219
	Iteration 20F: 3 clusters Score -4587430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4587453.500000 Penalty: 5233.949219
	Iteration 21Q: 3 clusters Score -4587454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4587471.500000 Penalty: 5233.949219
	Iteration 22Q: 3 clusters Score -4587472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4587498.500000 Penalty: 5233.949219
	Iteration 23Q: 3 clusters Score -4587498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4587517.500000 Penalty: 5233.949219
	Iteration 24Q: 3 clusters Score -4587518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4587532.500000 Penalty: 5233.949219
	Iteration 25Q: 3 clusters Score -4587532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4587540.500000 Penalty: 5233.949219
	Iteration 26Q: 3 clusters Score -4587540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4587557.500000 Penalty: 5233.949219
	Iteration 27Q: 3 clusters Score -4587558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4587573.000000 Penalty: 5233.949219
	Iteration 28Q: 3 clusters Score -4587573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4587591.500000 Penalty: 5233.949219
	Iteration 29Q: 3 clusters Score -4587592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4587602.500000 Penalty: 5233.949219
	Iteration 30Q: 3 clusters Score -4587602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4587603.500000 Penalty: 5233.949219
	Iteration 31Q: 3 clusters Score -4587604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4587614.000000 Penalty: 5233.949219
	Iteration 32Q: 3 clusters Score -4587614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4587623.000000 Penalty: 5233.949219
	Iteration 33Q: 3 clusters Score -4587623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4587630.500000 Penalty: 5233.949219
	Iteration 34Q: 3 clusters Score -4587630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4587636.000000 Penalty: 5233.949219
	Iteration 35Q: 3 clusters Score -4587636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4587640.500000 Penalty: 5233.949219
	Iteration 36Q: 3 clusters Score -4587640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4587651.500000 Penalty: 5233.949219
	Iteration 37Q: 3 clusters Score -4587652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4587668.000000 Penalty: 5233.949219
	Iteration 38Q: 3 clusters Score -4587668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4587680.000000 Penalty: 5233.949219
	Iteration 39Q: 3 clusters Score -4587680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4587695.500000 Penalty: 5233.949219
	Iteration 40F: 3 clusters Score -4587696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4587701.000000 Penalty: 5233.949219
	Iteration 41Q: 3 clusters Score -4587701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4587707.500000 Penalty: 5233.949219
	Iteration 42Q: 3 clusters Score -4587708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4587714.500000 Penalty: 5233.949219
	Iteration 43Q: 3 clusters Score -4587714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4587732.000000 Penalty: 5233.949219
	Iteration 44Q: 3 clusters Score -4587732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4587749.500000 Penalty: 5233.949219
	Iteration 45Q: 3 clusters Score -4587750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4587759.000000 Penalty: 5233.949219
	Iteration 46Q: 3 clusters Score -4587759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4587772.500000 Penalty: 5233.949219
	Iteration 47Q: 3 clusters Score -4587772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4587782.500000 Penalty: 5233.949219
	Iteration 48Q: 3 clusters Score -4587782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4587788.000000 Penalty: 5233.949219
	Iteration 49Q: 3 clusters Score -4587788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4587789.500000 Penalty: 5233.949219
	Iteration 50Q: 3 clusters Score -4587790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4587794.500000 Penalty: 5233.949219
	Iteration 51Q: 3 clusters Score -4587794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4587796.000000 Penalty: 5233.949219
	Iteration 52Q: 3 clusters Score -4587796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4587797.000000 Penalty: 5233.949219
	Iteration 53Q: 3 clusters Score -4587797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4587812.000000 Penalty: 5233.949219
	Iteration 54Q: 3 clusters Score -4587812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4587814.500000 Penalty: 5233.949219
	Iteration 55Q: 3 clusters Score -4587814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4587821.500000 Penalty: 5233.949219
	Iteration 56Q: 3 clusters Score -4587822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4587829.000000 Penalty: 5233.949219
	Iteration 57Q: 3 clusters Score -4587829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4587834.000000 Penalty: 5233.949219
	Iteration 58Q: 3 clusters Score -4587834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4587839.500000 Penalty: 5233.949219
	Iteration 59Q: 3 clusters Score -4587840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4587836.000000 Penalty: 5233.949219
	Iteration 60F: 3 clusters Score -4587836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4587840.500000 Penalty: 5233.949219
	Iteration 61Q: 3 clusters Score -4587840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4587839.500000 Penalty: 5233.949219
	Iteration 62Q: 3 clusters Score -4587840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4587840.000000 Penalty: 5233.949219
	Iteration 63Q: 3 clusters Score -4587840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4587849.500000 Penalty: 5233.949219
	Iteration 64Q: 3 clusters Score -4587850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4587851.000000 Penalty: 5233.949219
	Iteration 65Q: 3 clusters Score -4587851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4587854.000000 Penalty: 5233.949219
	Iteration 66Q: 3 clusters Score -4587854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4587857.000000 Penalty: 5233.949219
	Iteration 67Q: 3 clusters Score -4587857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4587854.500000 Penalty: 5233.949219
	Iteration 68Q: 3 clusters Score -4587854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4587854.500000 Penalty: 5233.949219
	Iteration 69F: 3 clusters Score -4587854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Entering Unmasked Estep 
Score: -569374.000000 Penalty: 2121.990479
	Iteration 0F: 2 clusters Score -569374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -564727.125000 Penalty: 4243.980957
	Iteration 0F: 3 clusters Score -564727.1 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -565968.312500 Penalty: 4243.980957
	Iteration 1F: 3 clusters Score -565968.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -566349.562500 Penalty: 4243.980957
	Iteration 2F: 3 clusters Score -566349.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -566671.812500 Penalty: 4243.980957
	Iteration 3F: 3 clusters Score -566671.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -566908.625000 Penalty: 4243.980957
	Iteration 4F: 3 clusters Score -566908.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -567101.937500 Penalty: 4243.980957
	Iteration 5F: 3 clusters Score -567101.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -567259.125000 Penalty: 4243.980957
	Iteration 6Q: 3 clusters Score -567259.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -567413.000000 Penalty: 4243.980957
	Iteration 7Q: 3 clusters Score -567413 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -567536.062500 Penalty: 4243.980957
	Iteration 8Q: 3 clusters Score -567536.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -567631.062500 Penalty: 4243.980957
	Iteration 9Q: 3 clusters Score -567631.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -567697.187500 Penalty: 4243.980957
	Iteration 10Q: 3 clusters Score -567697.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -567730.312500 Penalty: 4243.980957
	Iteration 11Q: 3 clusters Score -567730.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -567751.750000 Penalty: 4243.980957
	Iteration 12Q: 3 clusters Score -567751.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -567771.812500 Penalty: 4243.980957
	Iteration 13Q: 3 clusters Score -567771.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -567795.125000 Penalty: 4243.980957
	Iteration 14Q: 3 clusters Score -567795.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -567816.437500 Penalty: 4243.980957
	Iteration 15Q: 3 clusters Score -567816.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -567837.125000 Penalty: 4243.980957
	Iteration 16Q: 3 clusters Score -567837.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -567856.000000 Penalty: 4243.980957
	Iteration 17Q: 3 clusters Score -567856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -567869.375000 Penalty: 4243.980957
	Iteration 18Q: 3 clusters Score -567869.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -567881.000000 Penalty: 4243.980957
	Iteration 19Q: 3 clusters Score -567881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -567894.062500 Penalty: 4243.980957
	Iteration 20F: 3 clusters Score -567894.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -567904.625000 Penalty: 4243.980957
	Iteration 21Q: 3 clusters Score -567904.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -567912.062500 Penalty: 4243.980957
	Iteration 22Q: 3 clusters Score -567912.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -567920.625000 Penalty: 4243.980957
	Iteration 23Q: 3 clusters Score -567920.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -567929.812500 Penalty: 4243.980957
	Iteration 24Q: 3 clusters Score -567929.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -567933.687500 Penalty: 4243.980957
	Iteration 25Q: 3 clusters Score -567933.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -567938.875000 Penalty: 4243.980957
	Iteration 26Q: 3 clusters Score -567938.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -567941.937500 Penalty: 4243.980957
	Iteration 27Q: 3 clusters Score -567941.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -567946.875000 Penalty: 4243.980957
	Iteration 28Q: 3 clusters Score -567946.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -567951.062500 Penalty: 4243.980957
	Iteration 29Q: 3 clusters Score -567951.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -567953.437500 Penalty: 4243.980957
	Iteration 30Q: 3 clusters Score -567953.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -567956.187500 Penalty: 4243.980957
	Iteration 31Q: 3 clusters Score -567956.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -567960.750000 Penalty: 4243.980957
	Iteration 32Q: 3 clusters Score -567960.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -567965.000000 Penalty: 4243.980957
	Iteration 33Q: 3 clusters Score -567965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -567969.812500 Penalty: 4243.980957
	Iteration 34Q: 3 clusters Score -567969.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -567973.750000 Penalty: 4243.980957
	Iteration 35Q: 3 clusters Score -567973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -567976.312500 Penalty: 4243.980957
	Iteration 36Q: 3 clusters Score -567976.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -567978.125000 Penalty: 4243.980957
	Iteration 37Q: 3 clusters Score -567978.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -567984.812500 Penalty: 4243.980957
	Iteration 38Q: 3 clusters Score -567984.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -567988.687500 Penalty: 4243.980957
	Iteration 39Q: 3 clusters Score -567988.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -567995.687500 Penalty: 4243.980957
	Iteration 40F: 3 clusters Score -567995.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -568002.562500 Penalty: 4243.980957
	Iteration 41Q: 3 clusters Score -568002.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -568006.750000 Penalty: 4243.980957
	Iteration 42Q: 3 clusters Score -568006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -568009.250000 Penalty: 4243.980957
	Iteration 43Q: 3 clusters Score -568009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -568009.375000 Penalty: 4243.980957
	Iteration 44Q: 3 clusters Score -568009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -568010.312500 Penalty: 4243.980957
	Iteration 45Q: 3 clusters Score -568010.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -568010.312500 Penalty: 4243.980957
	Iteration 46F: 3 clusters Score -568010.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Entering Unmasked Estep 
Score: -1347229.750000 Penalty: 2317.397949
	Iteration 0F: 2 clusters Score -1347230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1338770.000000 Penalty: 4634.795898
	Iteration 0F: 3 clusters Score -1338770 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1341197.875000 Penalty: 4634.795898
	Iteration 1F: 3 clusters Score -1341198 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1341466.500000 Penalty: 4634.795898
	Iteration 2F: 3 clusters Score -1341466 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1341664.875000 Penalty: 4634.795898
	Iteration 3Q: 3 clusters Score -1341665 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1341821.750000 Penalty: 4634.795898
	Iteration 4Q: 3 clusters Score -1341822 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1341942.750000 Penalty: 4634.795898
	Iteration 5Q: 3 clusters Score -1341943 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1342035.750000 Penalty: 4634.795898
	Iteration 6Q: 3 clusters Score -1342036 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1342125.500000 Penalty: 4634.795898
	Iteration 7Q: 3 clusters Score -1342126 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1342206.625000 Penalty: 4634.795898
	Iteration 8Q: 3 clusters Score -1342207 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1342298.875000 Penalty: 4634.795898
	Iteration 9Q: 3 clusters Score -1342299 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1342408.750000 Penalty: 4634.795898
	Iteration 10Q: 3 clusters Score -1342409 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1342555.375000 Penalty: 4634.795898
	Iteration 11Q: 3 clusters Score -1342555 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1342763.125000 Penalty: 4634.795898
	Iteration 12Q: 3 clusters Score -1342763 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1343016.500000 Penalty: 4634.795898
	Iteration 13Q: 3 clusters Score -1343016 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1343301.000000 Penalty: 4634.795898
	Iteration 14Q: 3 clusters Score -1343301 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1343630.250000 Penalty: 4634.795898
	Iteration 15Q: 3 clusters Score -1343630 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1343992.750000 Penalty: 4634.795898
	Iteration 16Q: 3 clusters Score -1343993 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1344355.250000 Penalty: 4634.795898
	Iteration 17Q: 3 clusters Score -1344355 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1344651.000000 Penalty: 4634.795898
	Iteration 18Q: 3 clusters Score -1344651 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1344861.750000 Penalty: 4634.795898
	Iteration 19Q: 3 clusters Score -1344862 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1345014.500000 Penalty: 4634.795898
	Iteration 20F: 3 clusters Score -1345014 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1345108.750000 Penalty: 4634.795898
	Iteration 21Q: 3 clusters Score -1345109 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1345169.000000 Penalty: 4634.795898
	Iteration 22Q: 3 clusters Score -1345169 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1345217.750000 Penalty: 4634.795898
	Iteration 23Q: 3 clusters Score -1345218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1345245.625000 Penalty: 4634.795898
	Iteration 24Q: 3 clusters Score -1345246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1345257.125000 Penalty: 4634.795898
	Iteration 25Q: 3 clusters Score -1345257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1345267.500000 Penalty: 4634.795898
	Iteration 26Q: 3 clusters Score -1345268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1345272.000000 Penalty: 4634.795898
	Iteration 27Q: 3 clusters Score -1345272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1345279.750000 Penalty: 4634.795898
	Iteration 28Q: 3 clusters Score -1345280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1345287.750000 Penalty: 4634.795898
	Iteration 29Q: 3 clusters Score -1345288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1345295.375000 Penalty: 4634.795898
	Iteration 30Q: 3 clusters Score -1345295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1345303.625000 Penalty: 4634.795898
	Iteration 31Q: 3 clusters Score -1345304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1345308.250000 Penalty: 4634.795898
	Iteration 32Q: 3 clusters Score -1345308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1345309.000000 Penalty: 4634.795898
	Iteration 33Q: 3 clusters Score -1345309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1345311.500000 Penalty: 4634.795898
	Iteration 34Q: 3 clusters Score -1345312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1345312.625000 Penalty: 4634.795898
	Iteration 35Q: 3 clusters Score -1345313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1345317.750000 Penalty: 4634.795898
	Iteration 36Q: 3 clusters Score -1345318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1345321.625000 Penalty: 4634.795898
	Iteration 37Q: 3 clusters Score -1345322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1345322.625000 Penalty: 4634.795898
	Iteration 38Q: 3 clusters Score -1345323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1345325.500000 Penalty: 4634.795898
	Iteration 39Q: 3 clusters Score -1345326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1345325.000000 Penalty: 4634.795898
	Iteration 40F: 3 clusters Score -1345325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1345327.125000 Penalty: 4634.795898
	Iteration 41Q: 3 clusters Score -1345327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1345328.625000 Penalty: 4634.795898
	Iteration 42Q: 3 clusters Score -1345329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1345329.750000 Penalty: 4634.795898
	Iteration 43Q: 3 clusters Score -1345330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1345328.750000 Penalty: 4634.795898
	Iteration 44Q: 3 clusters Score -1345329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1345330.625000 Penalty: 4634.795898
	Iteration 45Q: 3 clusters Score -1345331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1345330.625000 Penalty: 4634.795898
	Iteration 46F: 3 clusters Score -1345331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Entering Unmasked Estep 
Score: -4564769.000000 Penalty: 2615.146729
	Iteration 0F: 2 clusters Score -4564769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4539020.000000 Penalty: 5230.293457
	Iteration 0F: 3 clusters Score -4539020 nChanged 17291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -4548375.000000 Penalty: 5230.293457
	Iteration 1F: 3 clusters Score -4548375 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4548837.500000 Penalty: 5230.293457
	Iteration 2Q: 3 clusters Score -4548838 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -4549198.500000 Penalty: 5230.293457
	Iteration 3Q: 3 clusters Score -4549198 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4549558.500000 Penalty: 5230.293457
	Iteration 4Q: 3 clusters Score -4549558 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4549925.000000 Penalty: 5230.293457
	Iteration 5Q: 3 clusters Score -4549925 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4550268.000000 Penalty: 5230.293457
	Iteration 6Q: 3 clusters Score -4550268 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -4550555.500000 Penalty: 5230.293457
	Iteration 7Q: 3 clusters Score -4550556 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -4550850.000000 Penalty: 5230.293457
	Iteration 8Q: 3 clusters Score -4550850 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -4551181.000000 Penalty: 5230.293457
	Iteration 9Q: 3 clusters Score -4551181 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -4551556.500000 Penalty: 5230.293457
	Iteration 10Q: 3 clusters Score -4551556 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4552046.000000 Penalty: 5230.293457
	Iteration 11Q: 3 clusters Score -4552046 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -4552667.500000 Penalty: 5230.293457
	Iteration 12Q: 3 clusters Score -4552668 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4553461.000000 Penalty: 5230.293457
	Iteration 13Q: 3 clusters Score -4553461 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4554372.500000 Penalty: 5230.293457
	Iteration 14Q: 3 clusters Score -4554372 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4555228.500000 Penalty: 5230.293457
	Iteration 15Q: 3 clusters Score -4555228 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -4555794.000000 Penalty: 5230.293457
	Iteration 16Q: 3 clusters Score -4555794 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -4556093.000000 Penalty: 5230.293457
	Iteration 17Q: 3 clusters Score -4556093 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4556227.500000 Penalty: 5230.293457
	Iteration 18Q: 3 clusters Score -4556228 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -4556325.500000 Penalty: 5230.293457
	Iteration 19Q: 3 clusters Score -4556326 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -4556383.500000 Penalty: 5230.293457
	Iteration 20F: 3 clusters Score -4556384 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -4556436.500000 Penalty: 5230.293457
	Iteration 21Q: 3 clusters Score -4556436 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -4556470.000000 Penalty: 5230.293457
	Iteration 22Q: 3 clusters Score -4556470 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -4556492.500000 Penalty: 5230.293457
	Iteration 23Q: 3 clusters Score -4556492 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -4556527.500000 Penalty: 5230.293457
	Iteration 24Q: 3 clusters Score -4556528 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4556546.500000 Penalty: 5230.293457
	Iteration 25Q: 3 clusters Score -4556546 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4556584.000000 Penalty: 5230.293457
	Iteration 26Q: 3 clusters Score -4556584 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -4556602.500000 Penalty: 5230.293457
	Iteration 27Q: 3 clusters Score -4556602 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -4556638.500000 Penalty: 5230.293457
	Iteration 28Q: 3 clusters Score -4556638 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -4556679.000000 Penalty: 5230.293457
	Iteration 29Q: 3 clusters Score -4556679 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4556715.000000 Penalty: 5230.293457
	Iteration 30Q: 3 clusters Score -4556715 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -4556752.500000 Penalty: 5230.293457
	Iteration 31Q: 3 clusters Score -4556752 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4556785.000000 Penalty: 5230.293457
	Iteration 32Q: 3 clusters Score -4556785 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -4556818.000000 Penalty: 5230.293457
	Iteration 33Q: 3 clusters Score -4556818 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -4556871.000000 Penalty: 5230.293457
	Iteration 34Q: 3 clusters Score -4556871 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -4556936.500000 Penalty: 5230.293457
	Iteration 35Q: 3 clusters Score -4556936 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -4556998.500000 Penalty: 5230.293457
	Iteration 36Q: 3 clusters Score -4556998 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -4557050.000000 Penalty: 5230.293457
	Iteration 37Q: 3 clusters Score -4557050 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -4557084.000000 Penalty: 5230.293457
	Iteration 38Q: 3 clusters Score -4557084 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -4557144.000000 Penalty: 5230.293457
	Iteration 39Q: 3 clusters Score -4557144 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4557199.500000 Penalty: 5230.293457
	Iteration 40F: 3 clusters Score -4557200 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -4557279.000000 Penalty: 5230.293457
	Iteration 41Q: 3 clusters Score -4557279 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4557364.500000 Penalty: 5230.293457
	Iteration 42Q: 3 clusters Score -4557364 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -4557457.000000 Penalty: 5230.293457
	Iteration 43Q: 3 clusters Score -4557457 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -4557561.000000 Penalty: 5230.293457
	Iteration 44Q: 3 clusters Score -4557561 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -4557645.500000 Penalty: 5230.293457
	Iteration 45Q: 3 clusters Score -4557646 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -4557699.500000 Penalty: 5230.293457
	Iteration 46Q: 3 clusters Score -4557700 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4557817.000000 Penalty: 5230.293457
	Iteration 47Q: 3 clusters Score -4557817 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4557918.500000 Penalty: 5230.293457
	Iteration 48Q: 3 clusters Score -4557918 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -4558043.500000 Penalty: 5230.293457
	Iteration 49Q: 3 clusters Score -4558044 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -4558189.500000 Penalty: 5230.293457
	Iteration 50Q: 3 clusters Score -4558190 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -4558342.000000 Penalty: 5230.293457
	Iteration 51Q: 3 clusters Score -4558342 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4558512.500000 Penalty: 5230.293457
	Iteration 52Q: 3 clusters Score -4558512 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -4558666.500000 Penalty: 5230.293457
	Iteration 53Q: 3 clusters Score -4558666 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -4558821.000000 Penalty: 5230.293457
	Iteration 54Q: 3 clusters Score -4558821 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -4558995.500000 Penalty: 5230.293457
	Iteration 55Q: 3 clusters Score -4558996 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -4559171.000000 Penalty: 5230.293457
	Iteration 56Q: 3 clusters Score -4559171 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -4559367.000000 Penalty: 5230.293457
	Iteration 57Q: 3 clusters Score -4559367 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -4559568.500000 Penalty: 5230.293457
	Iteration 58Q: 3 clusters Score -4559568 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -4559791.500000 Penalty: 5230.293457
	Iteration 59Q: 3 clusters Score -4559792 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -4560042.000000 Penalty: 5230.293457
	Iteration 60F: 3 clusters Score -4560042 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -4560281.000000 Penalty: 5230.293457
	Iteration 61Q: 3 clusters Score -4560281 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -4560484.500000 Penalty: 5230.293457
	Iteration 62Q: 3 clusters Score -4560484 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -4560701.500000 Penalty: 5230.293457
	Iteration 63Q: 3 clusters Score -4560702 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4560920.000000 Penalty: 5230.293457
	Iteration 64Q: 3 clusters Score -4560920 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -4561134.500000 Penalty: 5230.293457
	Iteration 65Q: 3 clusters Score -4561134 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4561327.000000 Penalty: 5230.293457
	Iteration 66Q: 3 clusters Score -4561327 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -4561497.000000 Penalty: 5230.293457
	Iteration 67Q: 3 clusters Score -4561497 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -4561665.000000 Penalty: 5230.293457
	Iteration 68Q: 3 clusters Score -4561665 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4561814.500000 Penalty: 5230.293457
	Iteration 69Q: 3 clusters Score -4561814 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4561934.500000 Penalty: 5230.293457
	Iteration 70Q: 3 clusters Score -4561934 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4562034.000000 Penalty: 5230.293457
	Iteration 71Q: 3 clusters Score -4562034 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4562129.000000 Penalty: 5230.293457
	Iteration 72Q: 3 clusters Score -4562129 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4562219.500000 Penalty: 5230.293457
	Iteration 73Q: 3 clusters Score -4562220 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4562274.000000 Penalty: 5230.293457
	Iteration 74Q: 3 clusters Score -4562274 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4562310.000000 Penalty: 5230.293457
	Iteration 75Q: 3 clusters Score -4562310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4562338.500000 Penalty: 5230.293457
	Iteration 76Q: 3 clusters Score -4562338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4562360.500000 Penalty: 5230.293457
	Iteration 77Q: 3 clusters Score -4562360 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4562386.500000 Penalty: 5230.293457
	Iteration 78Q: 3 clusters Score -4562386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4562400.500000 Penalty: 5230.293457
	Iteration 79Q: 3 clusters Score -4562400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4562427.500000 Penalty: 5230.293457
	Iteration 80F: 3 clusters Score -4562428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4562444.500000 Penalty: 5230.293457
	Iteration 81Q: 3 clusters Score -4562444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4562466.000000 Penalty: 5230.293457
	Iteration 82Q: 3 clusters Score -4562466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4562472.500000 Penalty: 5230.293457
	Iteration 83Q: 3 clusters Score -4562472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4562475.000000 Penalty: 5230.293457
	Iteration 84Q: 3 clusters Score -4562475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4562488.000000 Penalty: 5230.293457
	Iteration 85Q: 3 clusters Score -4562488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4562497.500000 Penalty: 5230.293457
	Iteration 86Q: 3 clusters Score -4562498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4562501.500000 Penalty: 5230.293457
	Iteration 87Q: 3 clusters Score -4562502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4562516.500000 Penalty: 5230.293457
	Iteration 88Q: 3 clusters Score -4562516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4562522.000000 Penalty: 5230.293457
	Iteration 89Q: 3 clusters Score -4562522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4562528.000000 Penalty: 5230.293457
	Iteration 90Q: 3 clusters Score -4562528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4562523.000000 Penalty: 5230.293457
	Iteration 91Q: 3 clusters Score -4562523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4562524.000000 Penalty: 5230.293457
	Iteration 92Q: 3 clusters Score -4562524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4562524.000000 Penalty: 5230.293457
	Iteration 93Q: 3 clusters Score -4562524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4562532.000000 Penalty: 5230.293457
	Iteration 94Q: 3 clusters Score -4562532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4562537.500000 Penalty: 5230.293457
	Iteration 95Q: 3 clusters Score -4562538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4562540.500000 Penalty: 5230.293457
	Iteration 96Q: 3 clusters Score -4562540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4562540.500000 Penalty: 5230.293457
	Iteration 97Q: 3 clusters Score -4562540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4562536.500000 Penalty: 5230.293457
	Iteration 98Q: 3 clusters Score -4562536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4562539.000000 Penalty: 5230.293457
	Iteration 99Q: 3 clusters Score -4562539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4562541.500000 Penalty: 5230.293457
	Iteration 100F: 3 clusters Score -4562542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4562539.000000 Penalty: 5230.293457
	Iteration 101Q: 3 clusters Score -4562539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4562537.500000 Penalty: 5230.293457
	Iteration 102Q: 3 clusters Score -4562538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4562539.000000 Penalty: 5230.293457
	Iteration 103Q: 3 clusters Score -4562539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4562546.000000 Penalty: 5230.293457
	Iteration 104Q: 3 clusters Score -4562546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4562540.000000 Penalty: 5230.293457
	Iteration 105Q: 3 clusters Score -4562540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4562542.000000 Penalty: 5230.293457
	Iteration 106Q: 3 clusters Score -4562542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4562545.500000 Penalty: 5230.293457
	Iteration 107Q: 3 clusters Score -4562546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4562547.000000 Penalty: 5230.293457
	Iteration 108Q: 3 clusters Score -4562547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4562547.000000 Penalty: 5230.293457
	Iteration 109Q: 3 clusters Score -4562547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4562549.500000 Penalty: 5230.293457
	Iteration 110Q: 3 clusters Score -4562550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4562549.500000 Penalty: 5230.293457
	Iteration 111Q: 3 clusters Score -4562550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4562556.000000 Penalty: 5230.293457
	Iteration 112Q: 3 clusters Score -4562556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4562558.500000 Penalty: 5230.293457
	Iteration 113Q: 3 clusters Score -4562558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4562553.500000 Penalty: 5230.293457
	Iteration 114Q: 3 clusters Score -4562554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4562561.000000 Penalty: 5230.293457
	Iteration 115Q: 3 clusters Score -4562561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4562557.000000 Penalty: 5230.293457
	Iteration 116Q: 3 clusters Score -4562557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4562562.500000 Penalty: 5230.293457
	Iteration 117Q: 3 clusters Score -4562562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4562556.000000 Penalty: 5230.293457
	Iteration 118Q: 3 clusters Score -4562556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4562555.500000 Penalty: 5230.293457
	Iteration 119Q: 3 clusters Score -4562556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4562560.000000 Penalty: 5230.293457
	Iteration 120F: 3 clusters Score -4562560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4562560.500000 Penalty: 5230.293457
	Iteration 121Q: 3 clusters Score -4562560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4562560.500000 Penalty: 5230.293457
	Iteration 122F: 3 clusters Score -4562560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Entering Unmasked Estep 
Score: -1463700.250000 Penalty: 2339.722168
	Iteration 0F: 2 clusters Score -1463700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1454381.875000 Penalty: 4679.444336
	Iteration 0F: 3 clusters Score -1454382 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1457236.500000 Penalty: 4679.444336
	Iteration 1F: 3 clusters Score -1457236 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1457576.625000 Penalty: 4679.444336
	Iteration 2F: 3 clusters Score -1457577 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1457869.750000 Penalty: 4679.444336
	Iteration 3F: 3 clusters Score -1457870 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1458152.000000 Penalty: 4679.444336
	Iteration 4Q: 3 clusters Score -1458152 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1458444.375000 Penalty: 4679.444336
	Iteration 5Q: 3 clusters Score -1458444 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1458759.000000 Penalty: 4679.444336
	Iteration 6Q: 3 clusters Score -1458759 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1459072.375000 Penalty: 4679.444336
	Iteration 7Q: 3 clusters Score -1459072 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1459382.625000 Penalty: 4679.444336
	Iteration 8Q: 3 clusters Score -1459383 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1459755.375000 Penalty: 4679.444336
	Iteration 9Q: 3 clusters Score -1459755 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1460181.375000 Penalty: 4679.444336
	Iteration 10Q: 3 clusters Score -1460181 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1460549.375000 Penalty: 4679.444336
	Iteration 11Q: 3 clusters Score -1460549 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1460846.625000 Penalty: 4679.444336
	Iteration 12Q: 3 clusters Score -1460847 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1461067.500000 Penalty: 4679.444336
	Iteration 13Q: 3 clusters Score -1461068 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1461227.875000 Penalty: 4679.444336
	Iteration 14Q: 3 clusters Score -1461228 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1461338.625000 Penalty: 4679.444336
	Iteration 15Q: 3 clusters Score -1461339 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1461412.250000 Penalty: 4679.444336
	Iteration 16Q: 3 clusters Score -1461412 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1461484.500000 Penalty: 4679.444336
	Iteration 17Q: 3 clusters Score -1461484 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1461537.625000 Penalty: 4679.444336
	Iteration 18Q: 3 clusters Score -1461538 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1461595.000000 Penalty: 4679.444336
	Iteration 19Q: 3 clusters Score -1461595 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1461629.625000 Penalty: 4679.444336
	Iteration 20F: 3 clusters Score -1461630 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1461652.500000 Penalty: 4679.444336
	Iteration 21Q: 3 clusters Score -1461652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1461676.875000 Penalty: 4679.444336
	Iteration 22Q: 3 clusters Score -1461677 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1461703.375000 Penalty: 4679.444336
	Iteration 23Q: 3 clusters Score -1461703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1461719.375000 Penalty: 4679.444336
	Iteration 24Q: 3 clusters Score -1461719 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1461739.625000 Penalty: 4679.444336
	Iteration 25Q: 3 clusters Score -1461740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1461752.500000 Penalty: 4679.444336
	Iteration 26Q: 3 clusters Score -1461752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1461769.250000 Penalty: 4679.444336
	Iteration 27Q: 3 clusters Score -1461769 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1461794.500000 Penalty: 4679.444336
	Iteration 28Q: 3 clusters Score -1461794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1461810.500000 Penalty: 4679.444336
	Iteration 29Q: 3 clusters Score -1461810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1461824.375000 Penalty: 4679.444336
	Iteration 30Q: 3 clusters Score -1461824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1461832.750000 Penalty: 4679.444336
	Iteration 31Q: 3 clusters Score -1461833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1461839.250000 Penalty: 4679.444336
	Iteration 32Q: 3 clusters Score -1461839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1461847.125000 Penalty: 4679.444336
	Iteration 33Q: 3 clusters Score -1461847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1461850.125000 Penalty: 4679.444336
	Iteration 34Q: 3 clusters Score -1461850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1461852.750000 Penalty: 4679.444336
	Iteration 35Q: 3 clusters Score -1461853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1461850.875000 Penalty: 4679.444336
	Iteration 36Q: 3 clusters Score -1461851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1461853.250000 Penalty: 4679.444336
	Iteration 37Q: 3 clusters Score -1461853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1461856.625000 Penalty: 4679.444336
	Iteration 38Q: 3 clusters Score -1461857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1461861.500000 Penalty: 4679.444336
	Iteration 39Q: 3 clusters Score -1461862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1461859.125000 Penalty: 4679.444336
	Iteration 40F: 3 clusters Score -1461859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1461864.625000 Penalty: 4679.444336
	Iteration 41Q: 3 clusters Score -1461865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1461864.500000 Penalty: 4679.444336
	Iteration 42Q: 3 clusters Score -1461864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1461867.125000 Penalty: 4679.444336
	Iteration 43Q: 3 clusters Score -1461867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1461865.375000 Penalty: 4679.444336
	Iteration 44Q: 3 clusters Score -1461865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1461870.000000 Penalty: 4679.444336
	Iteration 45Q: 3 clusters Score -1461870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1461873.500000 Penalty: 4679.444336
	Iteration 46Q: 3 clusters Score -1461874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1461876.375000 Penalty: 4679.444336
	Iteration 47Q: 3 clusters Score -1461876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1461882.625000 Penalty: 4679.444336
	Iteration 48Q: 3 clusters Score -1461883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1461882.750000 Penalty: 4679.444336
	Iteration 49Q: 3 clusters Score -1461883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1461883.250000 Penalty: 4679.444336
	Iteration 50Q: 3 clusters Score -1461883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1461884.875000 Penalty: 4679.444336
	Iteration 51Q: 3 clusters Score -1461885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1461885.750000 Penalty: 4679.444336
	Iteration 52Q: 3 clusters Score -1461886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1461888.375000 Penalty: 4679.444336
	Iteration 53Q: 3 clusters Score -1461888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1461888.250000 Penalty: 4679.444336
	Iteration 54Q: 3 clusters Score -1461888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1461890.375000 Penalty: 4679.444336
	Iteration 55Q: 3 clusters Score -1461890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1461891.875000 Penalty: 4679.444336
	Iteration 56Q: 3 clusters Score -1461892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1461893.250000 Penalty: 4679.444336
	Iteration 57Q: 3 clusters Score -1461893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1461894.625000 Penalty: 4679.444336
	Iteration 58Q: 3 clusters Score -1461895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1461897.250000 Penalty: 4679.444336
	Iteration 59Q: 3 clusters Score -1461897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1461898.375000 Penalty: 4679.444336
	Iteration 60F: 3 clusters Score -1461898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1461902.750000 Penalty: 4679.444336
	Iteration 61Q: 3 clusters Score -1461903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1461906.000000 Penalty: 4679.444336
	Iteration 62Q: 3 clusters Score -1461906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1461906.625000 Penalty: 4679.444336
	Iteration 63Q: 3 clusters Score -1461907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1461907.500000 Penalty: 4679.444336
	Iteration 64Q: 3 clusters Score -1461908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1461909.625000 Penalty: 4679.444336
	Iteration 65Q: 3 clusters Score -1461910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1461910.625000 Penalty: 4679.444336
	Iteration 66Q: 3 clusters Score -1461911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1461911.375000 Penalty: 4679.444336
	Iteration 67Q: 3 clusters Score -1461911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1461910.625000 Penalty: 4679.444336
	Iteration 68Q: 3 clusters Score -1461911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1461913.125000 Penalty: 4679.444336
	Iteration 69Q: 3 clusters Score -1461913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1461913.750000 Penalty: 4679.444336
	Iteration 70Q: 3 clusters Score -1461914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1461913.875000 Penalty: 4679.444336
	Iteration 71Q: 3 clusters Score -1461914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1461913.875000 Penalty: 4679.444336
	Iteration 72Q: 3 clusters Score -1461914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1461913.875000 Penalty: 4679.444336
	Iteration 73F: 3 clusters Score -1461914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (158181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158181 members 
Entering Unmasked Estep 
Score: -18840454.000000 Penalty: 2968.930908
	Iteration 0F: 2 clusters Score -1.884045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -18735132.000000 Penalty: 5937.861816
	Iteration 0F: 3 clusters Score -1.873513e+07 nChanged 75583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82704 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -18779248.000000 Penalty: 5937.861816
	Iteration 1F: 3 clusters Score -1.877925e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 73051 members 
Entering Unmasked Estep 
Score: -18780670.000000 Penalty: 5937.861816
	Iteration 2Q: 3 clusters Score -1.878067e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88881 members 
Mstep: Class 2 contains 69300 members 
Entering Unmasked Estep 
Score: -18782542.000000 Penalty: 5937.861816
	Iteration 3Q: 3 clusters Score -1.878254e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94329 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -18785644.000000 Penalty: 5937.861816
	Iteration 4Q: 3 clusters Score -1.878564e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101932 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -18790188.000000 Penalty: 5937.861816
	Iteration 5F: 3 clusters Score -1.879019e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112007 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -18797468.000000 Penalty: 5937.861816
	Iteration 6F: 3 clusters Score -1.879747e+07 nChanged 12703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124260 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -18807966.000000 Penalty: 5937.861816
	Iteration 7F: 3 clusters Score -1.880797e+07 nChanged 12651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136685 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -18819740.000000 Penalty: 5937.861816
	Iteration 8F: 3 clusters Score -1.881974e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146480 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -18829050.000000 Penalty: 5937.861816
	Iteration 9F: 3 clusters Score -1.882905e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152540 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -18834254.000000 Penalty: 5937.861816
	Iteration 10Q: 3 clusters Score -1.883425e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155390 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -18836464.000000 Penalty: 5937.861816
	Iteration 11Q: 3 clusters Score -1.883646e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156561 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -18837294.000000 Penalty: 5937.861816
	Iteration 12Q: 3 clusters Score -1.883729e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157052 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -18837660.000000 Penalty: 5937.861816
	Iteration 13Q: 3 clusters Score -1.883766e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157261 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -18837804.000000 Penalty: 5937.861816
	Iteration 14Q: 3 clusters Score -1.88378e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157383 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -18837870.000000 Penalty: 5937.861816
	Iteration 15Q: 3 clusters Score -1.883787e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157448 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -18837968.000000 Penalty: 5937.861816
	Iteration 16Q: 3 clusters Score -1.883797e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157481 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -18838020.000000 Penalty: 5937.861816
	Iteration 17Q: 3 clusters Score -1.883802e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157495 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -18838052.000000 Penalty: 5937.861816
	Iteration 18Q: 3 clusters Score -1.883805e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157513 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -18838078.000000 Penalty: 5937.861816
	Iteration 19Q: 3 clusters Score -1.883808e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157517 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -18838134.000000 Penalty: 5937.861816
	Iteration 20F: 3 clusters Score -1.883813e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157522 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -18838150.000000 Penalty: 5937.861816
	Iteration 21Q: 3 clusters Score -1.883815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157520 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -18838158.000000 Penalty: 5937.861816
	Iteration 22Q: 3 clusters Score -1.883816e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157516 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -18838198.000000 Penalty: 5937.861816
	Iteration 23Q: 3 clusters Score -1.88382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157523 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -18838222.000000 Penalty: 5937.861816
	Iteration 24Q: 3 clusters Score -1.883822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157531 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -18838226.000000 Penalty: 5937.861816
	Iteration 25Q: 3 clusters Score -1.883823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -18838238.000000 Penalty: 5937.861816
	Iteration 26Q: 3 clusters Score -1.883824e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157532 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -18838226.000000 Penalty: 5937.861816
	Iteration 27Q: 3 clusters Score -1.883823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -18838238.000000 Penalty: 5937.861816
	Iteration 28Q: 3 clusters Score -1.883824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18838252.000000 Penalty: 5937.861816
	Iteration 29Q: 3 clusters Score -1.883825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -18838254.000000 Penalty: 5937.861816
	Iteration 30Q: 3 clusters Score -1.883825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -18838252.000000 Penalty: 5937.861816
	Iteration 31Q: 3 clusters Score -1.883825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18838246.000000 Penalty: 5937.861816
	Iteration 32Q: 3 clusters Score -1.883825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18838246.000000 Penalty: 5937.861816
	Iteration 33F: 3 clusters Score -1.883825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Entering Unmasked Estep 
Score: -494786.500000 Penalty: 2071.550293
	Iteration 0F: 2 clusters Score -494786.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -490779.343750 Penalty: 4143.100586
	Iteration 0F: 3 clusters Score -490779.3 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -491662.531250 Penalty: 4143.100586
	Iteration 1F: 3 clusters Score -491662.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -491850.687500 Penalty: 4143.100586
	Iteration 2F: 3 clusters Score -491850.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -491983.906250 Penalty: 4143.100586
	Iteration 3F: 3 clusters Score -491983.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -492070.250000 Penalty: 4143.100586
	Iteration 4Q: 3 clusters Score -492070.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -492139.312500 Penalty: 4143.100586
	Iteration 5Q: 3 clusters Score -492139.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -492181.218750 Penalty: 4143.100586
	Iteration 6Q: 3 clusters Score -492181.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -492217.093750 Penalty: 4143.100586
	Iteration 7Q: 3 clusters Score -492217.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -492252.718750 Penalty: 4143.100586
	Iteration 8Q: 3 clusters Score -492252.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -492291.187500 Penalty: 4143.100586
	Iteration 9Q: 3 clusters Score -492291.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -492324.500000 Penalty: 4143.100586
	Iteration 10Q: 3 clusters Score -492324.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -492348.906250 Penalty: 4143.100586
	Iteration 11Q: 3 clusters Score -492348.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -492370.937500 Penalty: 4143.100586
	Iteration 12Q: 3 clusters Score -492370.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -492394.968750 Penalty: 4143.100586
	Iteration 13Q: 3 clusters Score -492395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -492412.125000 Penalty: 4143.100586
	Iteration 14Q: 3 clusters Score -492412.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -492425.906250 Penalty: 4143.100586
	Iteration 15Q: 3 clusters Score -492425.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -492443.812500 Penalty: 4143.100586
	Iteration 16Q: 3 clusters Score -492443.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -492462.468750 Penalty: 4143.100586
	Iteration 17Q: 3 clusters Score -492462.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -492481.062500 Penalty: 4143.100586
	Iteration 18Q: 3 clusters Score -492481.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -492503.531250 Penalty: 4143.100586
	Iteration 19Q: 3 clusters Score -492503.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -492534.281250 Penalty: 4143.100586
	Iteration 20F: 3 clusters Score -492534.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -492565.843750 Penalty: 4143.100586
	Iteration 21Q: 3 clusters Score -492565.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -492599.437500 Penalty: 4143.100586
	Iteration 22Q: 3 clusters Score -492599.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -492638.937500 Penalty: 4143.100586
	Iteration 23Q: 3 clusters Score -492638.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -492690.312500 Penalty: 4143.100586
	Iteration 24Q: 3 clusters Score -492690.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -492739.968750 Penalty: 4143.100586
	Iteration 25Q: 3 clusters Score -492740 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -492792.218750 Penalty: 4143.100586
	Iteration 26Q: 3 clusters Score -492792.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -492852.437500 Penalty: 4143.100586
	Iteration 27Q: 3 clusters Score -492852.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -492898.593750 Penalty: 4143.100586
	Iteration 28Q: 3 clusters Score -492898.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -492932.875000 Penalty: 4143.100586
	Iteration 29Q: 3 clusters Score -492932.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -492969.750000 Penalty: 4143.100586
	Iteration 30Q: 3 clusters Score -492969.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -493004.812500 Penalty: 4143.100586
	Iteration 31Q: 3 clusters Score -493004.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -493034.937500 Penalty: 4143.100586
	Iteration 32Q: 3 clusters Score -493034.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -493060.843750 Penalty: 4143.100586
	Iteration 33Q: 3 clusters Score -493060.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -493078.968750 Penalty: 4143.100586
	Iteration 34Q: 3 clusters Score -493079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -493091.875000 Penalty: 4143.100586
	Iteration 35Q: 3 clusters Score -493091.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -493098.500000 Penalty: 4143.100586
	Iteration 36Q: 3 clusters Score -493098.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -493100.781250 Penalty: 4143.100586
	Iteration 37Q: 3 clusters Score -493100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -493106.937500 Penalty: 4143.100586
	Iteration 38Q: 3 clusters Score -493106.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -493114.593750 Penalty: 4143.100586
	Iteration 39Q: 3 clusters Score -493114.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -493126.281250 Penalty: 4143.100586
	Iteration 40F: 3 clusters Score -493126.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -493131.531250 Penalty: 4143.100586
	Iteration 41Q: 3 clusters Score -493131.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -493136.312500 Penalty: 4143.100586
	Iteration 42Q: 3 clusters Score -493136.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -493142.906250 Penalty: 4143.100586
	Iteration 43Q: 3 clusters Score -493142.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -493146.625000 Penalty: 4143.100586
	Iteration 44Q: 3 clusters Score -493146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -493148.781250 Penalty: 4143.100586
	Iteration 45Q: 3 clusters Score -493148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -493149.500000 Penalty: 4143.100586
	Iteration 46Q: 3 clusters Score -493149.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -493149.687500 Penalty: 4143.100586
	Iteration 47Q: 3 clusters Score -493149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -493151.281250 Penalty: 4143.100586
	Iteration 48Q: 3 clusters Score -493151.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -493152.843750 Penalty: 4143.100586
	Iteration 49Q: 3 clusters Score -493152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -493154.000000 Penalty: 4143.100586
	Iteration 50Q: 3 clusters Score -493154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -493155.218750 Penalty: 4143.100586
	Iteration 51Q: 3 clusters Score -493155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -493156.812500 Penalty: 4143.100586
	Iteration 52Q: 3 clusters Score -493156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -493156.968750 Penalty: 4143.100586
	Iteration 53Q: 3 clusters Score -493157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -493156.968750 Penalty: 4143.100586
	Iteration 54F: 3 clusters Score -493157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -77891.468750 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -77891.47 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 422 members 
Entering Unmasked Estep 
Score: -76202.843750 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -76202.84 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76609.500000 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -76609.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76814.039062 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -76814.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76874.593750 Penalty: 3333.827148
	Iteration 3Q: 3 clusters Score -76874.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76931.757812 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -76931.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76978.093750 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -76978.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -77007.867188 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -77007.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77043.554688 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -77043.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77103.976562 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -77103.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77140.875000 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -77140.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -77170.804688 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -77170.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77195.039062 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -77195.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -77232.148438 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -77232.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -77260.328125 Penalty: 3333.827148
	Iteration 13Q: 3 clusters Score -77260.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77279.414062 Penalty: 3333.827148
	Iteration 14Q: 3 clusters Score -77279.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -77311.593750 Penalty: 3333.827148
	Iteration 15Q: 3 clusters Score -77311.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77347.773438 Penalty: 3333.827148
	Iteration 16Q: 3 clusters Score -77347.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77381.656250 Penalty: 3333.827148
	Iteration 17Q: 3 clusters Score -77381.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -77410.882812 Penalty: 3333.827148
	Iteration 18Q: 3 clusters Score -77410.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -77423.515625 Penalty: 3333.827148
	Iteration 19Q: 3 clusters Score -77423.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77428.343750 Penalty: 3333.827148
	Iteration 20F: 3 clusters Score -77428.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77430.414062 Penalty: 3333.827148
	Iteration 21Q: 3 clusters Score -77430.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77430.414062 Penalty: 3333.827148
	Iteration 22F: 3 clusters Score -77430.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Entering Unmasked Estep 
Score: -362917.250000 Penalty: 1994.908081
	Iteration 0F: 2 clusters Score -362917.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -359605.062500 Penalty: 3989.816162
	Iteration 0F: 3 clusters Score -359605.1 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -360281.156250 Penalty: 3989.816162
	Iteration 1F: 3 clusters Score -360281.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -360442.750000 Penalty: 3989.816162
	Iteration 2F: 3 clusters Score -360442.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -360535.875000 Penalty: 3989.816162
	Iteration 3Q: 3 clusters Score -360535.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -360597.656250 Penalty: 3989.816162
	Iteration 4Q: 3 clusters Score -360597.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -360647.968750 Penalty: 3989.816162
	Iteration 5Q: 3 clusters Score -360648 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -360686.656250 Penalty: 3989.816162
	Iteration 6Q: 3 clusters Score -360686.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -360715.375000 Penalty: 3989.816162
	Iteration 7Q: 3 clusters Score -360715.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -360733.531250 Penalty: 3989.816162
	Iteration 8Q: 3 clusters Score -360733.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -360749.156250 Penalty: 3989.816162
	Iteration 9Q: 3 clusters Score -360749.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -360761.875000 Penalty: 3989.816162
	Iteration 10Q: 3 clusters Score -360761.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -360773.093750 Penalty: 3989.816162
	Iteration 11Q: 3 clusters Score -360773.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -360787.062500 Penalty: 3989.816162
	Iteration 12Q: 3 clusters Score -360787.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -360798.937500 Penalty: 3989.816162
	Iteration 13Q: 3 clusters Score -360798.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -360808.062500 Penalty: 3989.816162
	Iteration 14Q: 3 clusters Score -360808.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -360816.343750 Penalty: 3989.816162
	Iteration 15Q: 3 clusters Score -360816.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -360822.625000 Penalty: 3989.816162
	Iteration 16Q: 3 clusters Score -360822.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -360826.625000 Penalty: 3989.816162
	Iteration 17Q: 3 clusters Score -360826.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -360832.062500 Penalty: 3989.816162
	Iteration 18Q: 3 clusters Score -360832.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -360835.968750 Penalty: 3989.816162
	Iteration 19Q: 3 clusters Score -360836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -360839.500000 Penalty: 3989.816162
	Iteration 20F: 3 clusters Score -360839.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -360843.968750 Penalty: 3989.816162
	Iteration 21Q: 3 clusters Score -360844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -360847.718750 Penalty: 3989.816162
	Iteration 22Q: 3 clusters Score -360847.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -360852.031250 Penalty: 3989.816162
	Iteration 23Q: 3 clusters Score -360852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -360856.687500 Penalty: 3989.816162
	Iteration 24Q: 3 clusters Score -360856.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -360861.906250 Penalty: 3989.816162
	Iteration 25Q: 3 clusters Score -360861.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -360865.531250 Penalty: 3989.816162
	Iteration 26Q: 3 clusters Score -360865.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -360868.750000 Penalty: 3989.816162
	Iteration 27Q: 3 clusters Score -360868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -360871.000000 Penalty: 3989.816162
	Iteration 28Q: 3 clusters Score -360871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -360873.343750 Penalty: 3989.816162
	Iteration 29Q: 3 clusters Score -360873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -360873.093750 Penalty: 3989.816162
	Iteration 30Q: 3 clusters Score -360873.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -360873.750000 Penalty: 3989.816162
	Iteration 31Q: 3 clusters Score -360873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -360874.875000 Penalty: 3989.816162
	Iteration 32Q: 3 clusters Score -360874.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -360874.875000 Penalty: 3989.816162
	Iteration 33F: 3 clusters Score -360874.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Entering Unmasked Estep 
Score: -2134389.750000 Penalty: 2429.287109
	Iteration 0F: 2 clusters Score -2134390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2121704.500000 Penalty: 4858.574219
	Iteration 0F: 3 clusters Score -2121704 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2125807.750000 Penalty: 4858.574219
	Iteration 1F: 3 clusters Score -2125808 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2126153.000000 Penalty: 4858.574219
	Iteration 2F: 3 clusters Score -2126153 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2126395.250000 Penalty: 4858.574219
	Iteration 3Q: 3 clusters Score -2126395 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2126603.750000 Penalty: 4858.574219
	Iteration 4Q: 3 clusters Score -2126604 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2126811.750000 Penalty: 4858.574219
	Iteration 5Q: 3 clusters Score -2126812 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2127043.750000 Penalty: 4858.574219
	Iteration 6Q: 3 clusters Score -2127044 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2127281.250000 Penalty: 4858.574219
	Iteration 7Q: 3 clusters Score -2127281 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2127531.000000 Penalty: 4858.574219
	Iteration 8Q: 3 clusters Score -2127531 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2127832.750000 Penalty: 4858.574219
	Iteration 9Q: 3 clusters Score -2127833 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2128209.500000 Penalty: 4858.574219
	Iteration 10Q: 3 clusters Score -2128210 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2128645.000000 Penalty: 4858.574219
	Iteration 11Q: 3 clusters Score -2128645 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2129161.250000 Penalty: 4858.574219
	Iteration 12Q: 3 clusters Score -2129161 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2129764.000000 Penalty: 4858.574219
	Iteration 13Q: 3 clusters Score -2129764 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2130363.250000 Penalty: 4858.574219
	Iteration 14Q: 3 clusters Score -2130363 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2130887.750000 Penalty: 4858.574219
	Iteration 15Q: 3 clusters Score -2130888 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2131337.750000 Penalty: 4858.574219
	Iteration 16Q: 3 clusters Score -2131338 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2131651.500000 Penalty: 4858.574219
	Iteration 17Q: 3 clusters Score -2131652 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2131901.500000 Penalty: 4858.574219
	Iteration 18Q: 3 clusters Score -2131902 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2132097.750000 Penalty: 4858.574219
	Iteration 19Q: 3 clusters Score -2132098 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2132193.500000 Penalty: 4858.574219
	Iteration 20F: 3 clusters Score -2132194 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2132269.250000 Penalty: 4858.574219
	Iteration 21Q: 3 clusters Score -2132269 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2132312.250000 Penalty: 4858.574219
	Iteration 22Q: 3 clusters Score -2132312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2132355.250000 Penalty: 4858.574219
	Iteration 23Q: 3 clusters Score -2132355 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2132389.500000 Penalty: 4858.574219
	Iteration 24Q: 3 clusters Score -2132390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2132421.000000 Penalty: 4858.574219
	Iteration 25Q: 3 clusters Score -2132421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2132434.250000 Penalty: 4858.574219
	Iteration 26Q: 3 clusters Score -2132434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2132454.750000 Penalty: 4858.574219
	Iteration 27Q: 3 clusters Score -2132455 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2132466.500000 Penalty: 4858.574219
	Iteration 28Q: 3 clusters Score -2132466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2132478.000000 Penalty: 4858.574219
	Iteration 29Q: 3 clusters Score -2132478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2132487.000000 Penalty: 4858.574219
	Iteration 30Q: 3 clusters Score -2132487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2132499.000000 Penalty: 4858.574219
	Iteration 31Q: 3 clusters Score -2132499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2132515.750000 Penalty: 4858.574219
	Iteration 32Q: 3 clusters Score -2132516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2132524.750000 Penalty: 4858.574219
	Iteration 33Q: 3 clusters Score -2132525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2132531.250000 Penalty: 4858.574219
	Iteration 34Q: 3 clusters Score -2132531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2132540.500000 Penalty: 4858.574219
	Iteration 35Q: 3 clusters Score -2132540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2132540.000000 Penalty: 4858.574219
	Iteration 36Q: 3 clusters Score -2132540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2132547.000000 Penalty: 4858.574219
	Iteration 37Q: 3 clusters Score -2132547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2132549.000000 Penalty: 4858.574219
	Iteration 38Q: 3 clusters Score -2132549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2132552.250000 Penalty: 4858.574219
	Iteration 39Q: 3 clusters Score -2132552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2132553.250000 Penalty: 4858.574219
	Iteration 40F: 3 clusters Score -2132553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2132552.750000 Penalty: 4858.574219
	Iteration 41Q: 3 clusters Score -2132553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2132554.250000 Penalty: 4858.574219
	Iteration 42Q: 3 clusters Score -2132554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2132555.750000 Penalty: 4858.574219
	Iteration 43Q: 3 clusters Score -2132556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2132553.500000 Penalty: 4858.574219
	Iteration 44Q: 3 clusters Score -2132554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2132551.500000 Penalty: 4858.574219
	Iteration 45Q: 3 clusters Score -2132552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2132553.500000 Penalty: 4858.574219
	Iteration 46Q: 3 clusters Score -2132554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2132557.000000 Penalty: 4858.574219
	Iteration 47Q: 3 clusters Score -2132557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2132555.250000 Penalty: 4858.574219
	Iteration 48Q: 3 clusters Score -2132555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2132554.250000 Penalty: 4858.574219
	Iteration 49Q: 3 clusters Score -2132554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2132554.500000 Penalty: 4858.574219
	Iteration 50Q: 3 clusters Score -2132554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2132556.000000 Penalty: 4858.574219
	Iteration 51Q: 3 clusters Score -2132556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2132555.250000 Penalty: 4858.574219
	Iteration 52Q: 3 clusters Score -2132555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2132557.500000 Penalty: 4858.574219
	Iteration 53Q: 3 clusters Score -2132558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2132555.500000 Penalty: 4858.574219
	Iteration 54Q: 3 clusters Score -2132556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2132560.000000 Penalty: 4858.574219
	Iteration 55Q: 3 clusters Score -2132560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2132557.000000 Penalty: 4858.574219
	Iteration 56Q: 3 clusters Score -2132557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2132558.750000 Penalty: 4858.574219
	Iteration 57Q: 3 clusters Score -2132559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2132561.000000 Penalty: 4858.574219
	Iteration 58Q: 3 clusters Score -2132561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2132560.750000 Penalty: 4858.574219
	Iteration 59Q: 3 clusters Score -2132561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2132561.000000 Penalty: 4858.574219
	Iteration 60F: 3 clusters Score -2132561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2132560.750000 Penalty: 4858.574219
	Iteration 61Q: 3 clusters Score -2132561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2132560.750000 Penalty: 4858.574219
	Iteration 62F: 3 clusters Score -2132561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (37092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Entering Unmasked Estep 
Score: -4442639.500000 Penalty: 2609.246826
	Iteration 0F: 2 clusters Score -4442640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -4417632.500000 Penalty: 5218.493652
	Iteration 0F: 3 clusters Score -4417632 nChanged 16842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -4426730.000000 Penalty: 5218.493652
	Iteration 1F: 3 clusters Score -4426730 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4427149.000000 Penalty: 5218.493652
	Iteration 2Q: 3 clusters Score -4427149 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -4427557.000000 Penalty: 5218.493652
	Iteration 3Q: 3 clusters Score -4427557 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -4427915.500000 Penalty: 5218.493652
	Iteration 4Q: 3 clusters Score -4427916 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -4428336.500000 Penalty: 5218.493652
	Iteration 5Q: 3 clusters Score -4428336 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -4428870.000000 Penalty: 5218.493652
	Iteration 6Q: 3 clusters Score -4428870 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -4429551.000000 Penalty: 5218.493652
	Iteration 7Q: 3 clusters Score -4429551 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -4430550.500000 Penalty: 5218.493652
	Iteration 8F: 3 clusters Score -4430550 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -4432058.500000 Penalty: 5218.493652
	Iteration 9F: 3 clusters Score -4432058 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -4434096.000000 Penalty: 5218.493652
	Iteration 10F: 3 clusters Score -4434096 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -4436228.500000 Penalty: 5218.493652
	Iteration 11F: 3 clusters Score -4436228 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4437933.000000 Penalty: 5218.493652
	Iteration 12F: 3 clusters Score -4437933 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4439064.500000 Penalty: 5218.493652
	Iteration 13Q: 3 clusters Score -4439064 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -4439745.500000 Penalty: 5218.493652
	Iteration 14Q: 3 clusters Score -4439746 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -4440110.500000 Penalty: 5218.493652
	Iteration 15Q: 3 clusters Score -4440110 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -4440330.000000 Penalty: 5218.493652
	Iteration 16Q: 3 clusters Score -4440330 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -4440443.000000 Penalty: 5218.493652
	Iteration 17Q: 3 clusters Score -4440443 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -4440537.500000 Penalty: 5218.493652
	Iteration 18Q: 3 clusters Score -4440538 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -4440599.500000 Penalty: 5218.493652
	Iteration 19Q: 3 clusters Score -4440600 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -4440644.500000 Penalty: 5218.493652
	Iteration 20F: 3 clusters Score -4440644 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -4440695.500000 Penalty: 5218.493652
	Iteration 21Q: 3 clusters Score -4440696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -4440718.500000 Penalty: 5218.493652
	Iteration 22Q: 3 clusters Score -4440718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -4440747.500000 Penalty: 5218.493652
	Iteration 23Q: 3 clusters Score -4440748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -4440753.500000 Penalty: 5218.493652
	Iteration 24Q: 3 clusters Score -4440754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -4440756.000000 Penalty: 5218.493652
	Iteration 25Q: 3 clusters Score -4440756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4440772.000000 Penalty: 5218.493652
	Iteration 26Q: 3 clusters Score -4440772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4440787.000000 Penalty: 5218.493652
	Iteration 27Q: 3 clusters Score -4440787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -4440789.500000 Penalty: 5218.493652
	Iteration 28Q: 3 clusters Score -4440790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -4440797.000000 Penalty: 5218.493652
	Iteration 29Q: 3 clusters Score -4440797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -4440806.000000 Penalty: 5218.493652
	Iteration 30Q: 3 clusters Score -4440806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4440803.000000 Penalty: 5218.493652
	Iteration 31Q: 3 clusters Score -4440803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4440800.000000 Penalty: 5218.493652
	Iteration 32Q: 3 clusters Score -4440800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -4440808.500000 Penalty: 5218.493652
	Iteration 33Q: 3 clusters Score -4440808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -4440810.000000 Penalty: 5218.493652
	Iteration 34Q: 3 clusters Score -4440810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4440812.000000 Penalty: 5218.493652
	Iteration 35Q: 3 clusters Score -4440812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4440808.000000 Penalty: 5218.493652
	Iteration 36Q: 3 clusters Score -4440808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4440808.000000 Penalty: 5218.493652
	Iteration 37F: 3 clusters Score -4440808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (218946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218946 members 
Entering Unmasked Estep 
Score: -26184182.000000 Penalty: 3049.552002
	Iteration 0F: 2 clusters Score -2.618418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 109717 members 
Entering Unmasked Estep 
Score: -26067158.000000 Penalty: 6099.104004
	Iteration 0F: 3 clusters Score -2.606716e+07 nChanged 105377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 113078 members 
Entering Unmasked Estep 
Score: -26128766.000000 Penalty: 6099.104004
	Iteration 1F: 3 clusters Score -2.612877e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 114984 members 
Entering Unmasked Estep 
Score: -26130008.000000 Penalty: 6099.104004
	Iteration 2Q: 3 clusters Score -2.613001e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 118025 members 
Entering Unmasked Estep 
Score: -26131546.000000 Penalty: 6099.104004
	Iteration 3Q: 3 clusters Score -2.613155e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 122628 members 
Entering Unmasked Estep 
Score: -26134286.000000 Penalty: 6099.104004
	Iteration 4Q: 3 clusters Score -2.613429e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89555 members 
Mstep: Class 2 contains 129391 members 
Entering Unmasked Estep 
Score: -26138210.000000 Penalty: 6099.104004
	Iteration 5Q: 3 clusters Score -2.613821e+07 nChanged 11073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 138576 members 
Entering Unmasked Estep 
Score: -26144628.000000 Penalty: 6099.104004
	Iteration 6F: 3 clusters Score -2.614463e+07 nChanged 13136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 149964 members 
Entering Unmasked Estep 
Score: -26153616.000000 Penalty: 6099.104004
	Iteration 7F: 3 clusters Score -2.615362e+07 nChanged 13921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 161381 members 
Entering Unmasked Estep 
Score: -26162824.000000 Penalty: 6099.104004
	Iteration 8F: 3 clusters Score -2.616282e+07 nChanged 12541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 169708 members 
Entering Unmasked Estep 
Score: -26170598.000000 Penalty: 6099.104004
	Iteration 9F: 3 clusters Score -2.61706e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 173871 members 
Entering Unmasked Estep 
Score: -26175202.000000 Penalty: 6099.104004
	Iteration 10Q: 3 clusters Score -2.61752e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 175371 members 
Entering Unmasked Estep 
Score: -26177294.000000 Penalty: 6099.104004
	Iteration 11Q: 3 clusters Score -2.617729e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 176049 members 
Entering Unmasked Estep 
Score: -26178120.000000 Penalty: 6099.104004
	Iteration 12Q: 3 clusters Score -2.617812e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 176441 members 
Entering Unmasked Estep 
Score: -26178340.000000 Penalty: 6099.104004
	Iteration 13Q: 3 clusters Score -2.617834e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 176733 members 
Entering Unmasked Estep 
Score: -26178324.000000 Penalty: 6099.104004
	Iteration 14Q: 3 clusters Score -2.617832e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 176897 members 
Entering Unmasked Estep 
Score: -26178286.000000 Penalty: 6099.104004
	Iteration 15Q: 3 clusters Score -2.617829e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 176920 members 
Entering Unmasked Estep 
Score: -26178376.000000 Penalty: 6099.104004
	Iteration 16Q: 3 clusters Score -2.617838e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 176828 members 
Entering Unmasked Estep 
Score: -26178276.000000 Penalty: 6099.104004
	Iteration 17Q: 3 clusters Score -2.617828e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 176658 members 
Entering Unmasked Estep 
Score: -26178364.000000 Penalty: 6099.104004
	Iteration 18Q: 3 clusters Score -2.617836e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 176454 members 
Entering Unmasked Estep 
Score: -26178338.000000 Penalty: 6099.104004
	Iteration 19Q: 3 clusters Score -2.617834e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 176160 members 
Entering Unmasked Estep 
Score: -26178318.000000 Penalty: 6099.104004
	Iteration 20F: 3 clusters Score -2.617832e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 175801 members 
Entering Unmasked Estep 
Score: -26178282.000000 Penalty: 6099.104004
	Iteration 21Q: 3 clusters Score -2.617828e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 175391 members 
Entering Unmasked Estep 
Score: -26178242.000000 Penalty: 6099.104004
	Iteration 22Q: 3 clusters Score -2.617824e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 174951 members 
Entering Unmasked Estep 
Score: -26178320.000000 Penalty: 6099.104004
	Iteration 23Q: 3 clusters Score -2.617832e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 174446 members 
Entering Unmasked Estep 
Score: -26178236.000000 Penalty: 6099.104004
	Iteration 24Q: 3 clusters Score -2.617824e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 173893 members 
Entering Unmasked Estep 
Score: -26178264.000000 Penalty: 6099.104004
	Iteration 25Q: 3 clusters Score -2.617826e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 173321 members 
Entering Unmasked Estep 
Score: -26178376.000000 Penalty: 6099.104004
	Iteration 26Q: 3 clusters Score -2.617838e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 172678 members 
Entering Unmasked Estep 
Score: -26178446.000000 Penalty: 6099.104004
	Iteration 27Q: 3 clusters Score -2.617845e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 172007 members 
Entering Unmasked Estep 
Score: -26178522.000000 Penalty: 6099.104004
	Iteration 28Q: 3 clusters Score -2.617852e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 171358 members 
Entering Unmasked Estep 
Score: -26178594.000000 Penalty: 6099.104004
	Iteration 29Q: 3 clusters Score -2.617859e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 170759 members 
Entering Unmasked Estep 
Score: -26178666.000000 Penalty: 6099.104004
	Iteration 30Q: 3 clusters Score -2.617867e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 170140 members 
Entering Unmasked Estep 
Score: -26178804.000000 Penalty: 6099.104004
	Iteration 31Q: 3 clusters Score -2.61788e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 169523 members 
Entering Unmasked Estep 
Score: -26178862.000000 Penalty: 6099.104004
	Iteration 32Q: 3 clusters Score -2.617886e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 168943 members 
Entering Unmasked Estep 
Score: -26178964.000000 Penalty: 6099.104004
	Iteration 33Q: 3 clusters Score -2.617896e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 168324 members 
Entering Unmasked Estep 
Score: -26179132.000000 Penalty: 6099.104004
	Iteration 34Q: 3 clusters Score -2.617913e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 167738 members 
Entering Unmasked Estep 
Score: -26179262.000000 Penalty: 6099.104004
	Iteration 35Q: 3 clusters Score -2.617926e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 167132 members 
Entering Unmasked Estep 
Score: -26179280.000000 Penalty: 6099.104004
	Iteration 36Q: 3 clusters Score -2.617928e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 166489 members 
Entering Unmasked Estep 
Score: -26179336.000000 Penalty: 6099.104004
	Iteration 37Q: 3 clusters Score -2.617934e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 165859 members 
Entering Unmasked Estep 
Score: -26179436.000000 Penalty: 6099.104004
	Iteration 38Q: 3 clusters Score -2.617944e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -26179544.000000 Penalty: 6099.104004
	Iteration 39Q: 3 clusters Score -2.617954e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 164710 members 
Entering Unmasked Estep 
Score: -26179598.000000 Penalty: 6099.104004
	Iteration 40F: 3 clusters Score -2.61796e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 164173 members 
Entering Unmasked Estep 
Score: -26179732.000000 Penalty: 6099.104004
	Iteration 41Q: 3 clusters Score -2.617973e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 163612 members 
Entering Unmasked Estep 
Score: -26179950.000000 Penalty: 6099.104004
	Iteration 42Q: 3 clusters Score -2.617995e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 163067 members 
Entering Unmasked Estep 
Score: -26179994.000000 Penalty: 6099.104004
	Iteration 43Q: 3 clusters Score -2.617999e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 162548 members 
Entering Unmasked Estep 
Score: -26180062.000000 Penalty: 6099.104004
	Iteration 44Q: 3 clusters Score -2.618006e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 162077 members 
Entering Unmasked Estep 
Score: -26180110.000000 Penalty: 6099.104004
	Iteration 45Q: 3 clusters Score -2.618011e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 161619 members 
Entering Unmasked Estep 
Score: -26180186.000000 Penalty: 6099.104004
	Iteration 46Q: 3 clusters Score -2.618019e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 161230 members 
Entering Unmasked Estep 
Score: -26180214.000000 Penalty: 6099.104004
	Iteration 47Q: 3 clusters Score -2.618021e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 160786 members 
Entering Unmasked Estep 
Score: -26180342.000000 Penalty: 6099.104004
	Iteration 48Q: 3 clusters Score -2.618034e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 160384 members 
Entering Unmasked Estep 
Score: -26180476.000000 Penalty: 6099.104004
	Iteration 49Q: 3 clusters Score -2.618048e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 159957 members 
Entering Unmasked Estep 
Score: -26180554.000000 Penalty: 6099.104004
	Iteration 50Q: 3 clusters Score -2.618055e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 159532 members 
Entering Unmasked Estep 
Score: -26180596.000000 Penalty: 6099.104004
	Iteration 51Q: 3 clusters Score -2.61806e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 159101 members 
Entering Unmasked Estep 
Score: -26180594.000000 Penalty: 6099.104004
	Iteration 52Q: 3 clusters Score -2.618059e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 158705 members 
Entering Unmasked Estep 
Score: -26180644.000000 Penalty: 6099.104004
	Iteration 53Q: 3 clusters Score -2.618064e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 158315 members 
Entering Unmasked Estep 
Score: -26180740.000000 Penalty: 6099.104004
	Iteration 54Q: 3 clusters Score -2.618074e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 158004 members 
Entering Unmasked Estep 
Score: -26180752.000000 Penalty: 6099.104004
	Iteration 55Q: 3 clusters Score -2.618075e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 157683 members 
Entering Unmasked Estep 
Score: -26180746.000000 Penalty: 6099.104004
	Iteration 56Q: 3 clusters Score -2.618075e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 157384 members 
Entering Unmasked Estep 
Score: -26180870.000000 Penalty: 6099.104004
	Iteration 57Q: 3 clusters Score -2.618087e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 157068 members 
Entering Unmasked Estep 
Score: -26180950.000000 Penalty: 6099.104004
	Iteration 58Q: 3 clusters Score -2.618095e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 156808 members 
Entering Unmasked Estep 
Score: -26181036.000000 Penalty: 6099.104004
	Iteration 59Q: 3 clusters Score -2.618104e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 156550 members 
Entering Unmasked Estep 
Score: -26181124.000000 Penalty: 6099.104004
	Iteration 60F: 3 clusters Score -2.618112e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 156326 members 
Entering Unmasked Estep 
Score: -26181128.000000 Penalty: 6099.104004
	Iteration 61Q: 3 clusters Score -2.618113e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 156164 members 
Entering Unmasked Estep 
Score: -26181136.000000 Penalty: 6099.104004
	Iteration 62Q: 3 clusters Score -2.618114e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 155988 members 
Entering Unmasked Estep 
Score: -26181204.000000 Penalty: 6099.104004
	Iteration 63Q: 3 clusters Score -2.61812e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 155834 members 
Entering Unmasked Estep 
Score: -26181228.000000 Penalty: 6099.104004
	Iteration 64Q: 3 clusters Score -2.618123e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 155681 members 
Entering Unmasked Estep 
Score: -26181266.000000 Penalty: 6099.104004
	Iteration 65Q: 3 clusters Score -2.618127e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 155560 members 
Entering Unmasked Estep 
Score: -26181310.000000 Penalty: 6099.104004
	Iteration 66Q: 3 clusters Score -2.618131e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 155461 members 
Entering Unmasked Estep 
Score: -26181388.000000 Penalty: 6099.104004
	Iteration 67Q: 3 clusters Score -2.618139e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 155366 members 
Entering Unmasked Estep 
Score: -26181456.000000 Penalty: 6099.104004
	Iteration 68Q: 3 clusters Score -2.618146e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 155282 members 
Entering Unmasked Estep 
Score: -26181416.000000 Penalty: 6099.104004
	Iteration 69Q: 3 clusters Score -2.618142e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 155208 members 
Entering Unmasked Estep 
Score: -26181436.000000 Penalty: 6099.104004
	Iteration 70Q: 3 clusters Score -2.618144e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 155143 members 
Entering Unmasked Estep 
Score: -26181408.000000 Penalty: 6099.104004
	Iteration 71Q: 3 clusters Score -2.618141e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 155104 members 
Entering Unmasked Estep 
Score: -26181434.000000 Penalty: 6099.104004
	Iteration 72Q: 3 clusters Score -2.618143e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63894 members 
Mstep: Class 2 contains 155052 members 
Entering Unmasked Estep 
Score: -26181526.000000 Penalty: 6099.104004
	Iteration 73Q: 3 clusters Score -2.618153e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63965 members 
Mstep: Class 2 contains 154981 members 
Entering Unmasked Estep 
Score: -26181592.000000 Penalty: 6099.104004
	Iteration 74Q: 3 clusters Score -2.618159e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 154885 members 
Entering Unmasked Estep 
Score: -26181600.000000 Penalty: 6099.104004
	Iteration 75Q: 3 clusters Score -2.61816e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64169 members 
Mstep: Class 2 contains 154777 members 
Entering Unmasked Estep 
Score: -26181578.000000 Penalty: 6099.104004
	Iteration 76Q: 3 clusters Score -2.618158e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 154681 members 
Entering Unmasked Estep 
Score: -26181666.000000 Penalty: 6099.104004
	Iteration 77Q: 3 clusters Score -2.618167e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 154610 members 
Entering Unmasked Estep 
Score: -26181704.000000 Penalty: 6099.104004
	Iteration 78Q: 3 clusters Score -2.61817e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 154544 members 
Entering Unmasked Estep 
Score: -26181704.000000 Penalty: 6099.104004
	Iteration 79Q: 3 clusters Score -2.61817e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 154471 members 
Entering Unmasked Estep 
Score: -26181736.000000 Penalty: 6099.104004
	Iteration 80F: 3 clusters Score -2.618174e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 154427 members 
Entering Unmasked Estep 
Score: -26181774.000000 Penalty: 6099.104004
	Iteration 81Q: 3 clusters Score -2.618177e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 154384 members 
Entering Unmasked Estep 
Score: -26181786.000000 Penalty: 6099.104004
	Iteration 82Q: 3 clusters Score -2.618179e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 154374 members 
Entering Unmasked Estep 
Score: -26181808.000000 Penalty: 6099.104004
	Iteration 83Q: 3 clusters Score -2.618181e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64574 members 
Mstep: Class 2 contains 154372 members 
Entering Unmasked Estep 
Score: -26181910.000000 Penalty: 6099.104004
	Iteration 84Q: 3 clusters Score -2.618191e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 154386 members 
Entering Unmasked Estep 
Score: -26181842.000000 Penalty: 6099.104004
	Iteration 85Q: 3 clusters Score -2.618184e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 154373 members 
Entering Unmasked Estep 
Score: -26181862.000000 Penalty: 6099.104004
	Iteration 86Q: 3 clusters Score -2.618186e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 154382 members 
Entering Unmasked Estep 
Score: -26181850.000000 Penalty: 6099.104004
	Iteration 87Q: 3 clusters Score -2.618185e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 154387 members 
Entering Unmasked Estep 
Score: -26181842.000000 Penalty: 6099.104004
	Iteration 88Q: 3 clusters Score -2.618184e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 154387 members 
Entering Unmasked Estep 
Score: -26181874.000000 Penalty: 6099.104004
	Iteration 89Q: 3 clusters Score -2.618187e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 154409 members 
Entering Unmasked Estep 
Score: -26181888.000000 Penalty: 6099.104004
	Iteration 90Q: 3 clusters Score -2.618189e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 154442 members 
Entering Unmasked Estep 
Score: -26181912.000000 Penalty: 6099.104004
	Iteration 91Q: 3 clusters Score -2.618191e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 154481 members 
Entering Unmasked Estep 
Score: -26181876.000000 Penalty: 6099.104004
	Iteration 92Q: 3 clusters Score -2.618188e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 154498 members 
Entering Unmasked Estep 
Score: -26181906.000000 Penalty: 6099.104004
	Iteration 93Q: 3 clusters Score -2.618191e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 154523 members 
Entering Unmasked Estep 
Score: -26181898.000000 Penalty: 6099.104004
	Iteration 94Q: 3 clusters Score -2.61819e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 154563 members 
Entering Unmasked Estep 
Score: -26181912.000000 Penalty: 6099.104004
	Iteration 95Q: 3 clusters Score -2.618191e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 154587 members 
Entering Unmasked Estep 
Score: -26181920.000000 Penalty: 6099.104004
	Iteration 96Q: 3 clusters Score -2.618192e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 154610 members 
Entering Unmasked Estep 
Score: -26181932.000000 Penalty: 6099.104004
	Iteration 97Q: 3 clusters Score -2.618193e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64310 members 
Mstep: Class 2 contains 154636 members 
Entering Unmasked Estep 
Score: -26182020.000000 Penalty: 6099.104004
	Iteration 98Q: 3 clusters Score -2.618202e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64282 members 
Mstep: Class 2 contains 154664 members 
Entering Unmasked Estep 
Score: -26182004.000000 Penalty: 6099.104004
	Iteration 99Q: 3 clusters Score -2.6182e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 154690 members 
Entering Unmasked Estep 
Score: -26182040.000000 Penalty: 6099.104004
	Iteration 100F: 3 clusters Score -2.618204e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64222 members 
Mstep: Class 2 contains 154724 members 
Entering Unmasked Estep 
Score: -26181994.000000 Penalty: 6099.104004
	Iteration 101Q: 3 clusters Score -2.618199e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 154778 members 
Entering Unmasked Estep 
Score: -26182040.000000 Penalty: 6099.104004
	Iteration 102Q: 3 clusters Score -2.618204e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64119 members 
Mstep: Class 2 contains 154827 members 
Entering Unmasked Estep 
Score: -26182070.000000 Penalty: 6099.104004
	Iteration 103Q: 3 clusters Score -2.618207e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 154878 members 
Entering Unmasked Estep 
Score: -26182050.000000 Penalty: 6099.104004
	Iteration 104Q: 3 clusters Score -2.618205e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 154903 members 
Entering Unmasked Estep 
Score: -26182066.000000 Penalty: 6099.104004
	Iteration 105Q: 3 clusters Score -2.618207e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 154932 members 
Entering Unmasked Estep 
Score: -26181992.000000 Penalty: 6099.104004
	Iteration 106Q: 3 clusters Score -2.618199e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 154960 members 
Entering Unmasked Estep 
Score: -26181998.000000 Penalty: 6099.104004
	Iteration 107Q: 3 clusters Score -2.6182e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 154962 members 
Entering Unmasked Estep 
Score: -26182016.000000 Penalty: 6099.104004
	Iteration 108Q: 3 clusters Score -2.618202e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 154959 members 
Entering Unmasked Estep 
Score: -26181998.000000 Penalty: 6099.104004
	Iteration 109Q: 3 clusters Score -2.6182e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63988 members 
Mstep: Class 2 contains 154958 members 
Entering Unmasked Estep 
Score: -26181974.000000 Penalty: 6099.104004
	Iteration 110Q: 3 clusters Score -2.618197e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 154985 members 
Entering Unmasked Estep 
Score: -26182010.000000 Penalty: 6099.104004
	Iteration 111Q: 3 clusters Score -2.618201e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 155020 members 
Entering Unmasked Estep 
Score: -26182022.000000 Penalty: 6099.104004
	Iteration 112Q: 3 clusters Score -2.618202e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63887 members 
Mstep: Class 2 contains 155059 members 
Entering Unmasked Estep 
Score: -26182034.000000 Penalty: 6099.104004
	Iteration 113Q: 3 clusters Score -2.618203e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 155089 members 
Entering Unmasked Estep 
Score: -26181996.000000 Penalty: 6099.104004
	Iteration 114Q: 3 clusters Score -2.6182e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 155119 members 
Entering Unmasked Estep 
Score: -26182008.000000 Penalty: 6099.104004
	Iteration 115Q: 3 clusters Score -2.618201e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 155150 members 
Entering Unmasked Estep 
Score: -26182042.000000 Penalty: 6099.104004
	Iteration 116Q: 3 clusters Score -2.618204e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 155166 members 
Entering Unmasked Estep 
Score: -26182048.000000 Penalty: 6099.104004
	Iteration 117Q: 3 clusters Score -2.618205e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 155167 members 
Entering Unmasked Estep 
Score: -26182026.000000 Penalty: 6099.104004
	Iteration 118Q: 3 clusters Score -2.618203e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63769 members 
Mstep: Class 2 contains 155177 members 
Entering Unmasked Estep 
Score: -26182044.000000 Penalty: 6099.104004
	Iteration 119Q: 3 clusters Score -2.618204e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 155187 members 
Entering Unmasked Estep 
Score: -26182026.000000 Penalty: 6099.104004
	Iteration 120F: 3 clusters Score -2.618203e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 155181 members 
Entering Unmasked Estep 
Score: -26182006.000000 Penalty: 6099.104004
	Iteration 121Q: 3 clusters Score -2.618201e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 155176 members 
Entering Unmasked Estep 
Score: -26182010.000000 Penalty: 6099.104004
	Iteration 122Q: 3 clusters Score -2.618201e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 155184 members 
Entering Unmasked Estep 
Score: -26182038.000000 Penalty: 6099.104004
	Iteration 123Q: 3 clusters Score -2.618204e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 155203 members 
Entering Unmasked Estep 
Score: -26182002.000000 Penalty: 6099.104004
	Iteration 124Q: 3 clusters Score -2.6182e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 155212 members 
Entering Unmasked Estep 
Score: -26182022.000000 Penalty: 6099.104004
	Iteration 125Q: 3 clusters Score -2.618202e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 155232 members 
Entering Unmasked Estep 
Score: -26182052.000000 Penalty: 6099.104004
	Iteration 126Q: 3 clusters Score -2.618205e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 155266 members 
Entering Unmasked Estep 
Score: -26182056.000000 Penalty: 6099.104004
	Iteration 127Q: 3 clusters Score -2.618206e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 155294 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.618205e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 155321 members 
Entering Unmasked Estep 
Score: -26182072.000000 Penalty: 6099.104004
	Iteration 129Q: 3 clusters Score -2.618207e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 155341 members 
Entering Unmasked Estep 
Score: -26182086.000000 Penalty: 6099.104004
	Iteration 130Q: 3 clusters Score -2.618209e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 155358 members 
Entering Unmasked Estep 
Score: -26182106.000000 Penalty: 6099.104004
	Iteration 131Q: 3 clusters Score -2.618211e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 155371 members 
Entering Unmasked Estep 
Score: -26182100.000000 Penalty: 6099.104004
	Iteration 132Q: 3 clusters Score -2.61821e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 155369 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.61821e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 155372 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.618208e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 155386 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.61821e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 155406 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.618213e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63526 members 
Mstep: Class 2 contains 155420 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.618208e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 155439 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.61821e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 155472 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.618211e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 155498 members 
Entering Unmasked Estep 
Score: -26182132.000000 Penalty: 6099.104004
	Iteration 140F: 3 clusters Score -2.618213e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Mstep: Class 2 contains 155547 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.618213e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 155597 members 
Entering Unmasked Estep 
Score: -26182156.000000 Penalty: 6099.104004
	Iteration 142Q: 3 clusters Score -2.618216e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 155650 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.618213e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 155699 members 
Entering Unmasked Estep 
Score: -26182110.000000 Penalty: 6099.104004
	Iteration 144Q: 3 clusters Score -2.618211e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 155727 members 
Entering Unmasked Estep 
Score: -26182108.000000 Penalty: 6099.104004
	Iteration 145Q: 3 clusters Score -2.618211e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 155738 members 
Entering Unmasked Estep 
Score: -26182110.000000 Penalty: 6099.104004
	Iteration 146Q: 3 clusters Score -2.618211e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 155765 members 
Entering Unmasked Estep 
Score: -26182100.000000 Penalty: 6099.104004
	Iteration 147Q: 3 clusters Score -2.61821e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 155762 members 
Entering Unmasked Estep 
Score: -26182112.000000 Penalty: 6099.104004
	Iteration 148Q: 3 clusters Score -2.618211e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 155767 members 
Entering Unmasked Estep 
Score: -26182114.000000 Penalty: 6099.104004
	Iteration 149Q: 3 clusters Score -2.618211e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 155784 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.61821e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 155804 members 
Entering Unmasked Estep 
Score: -26182066.000000 Penalty: 6099.104004
	Iteration 151Q: 3 clusters Score -2.618207e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 155810 members 
Entering Unmasked Estep 
Score: -26182072.000000 Penalty: 6099.104004
	Iteration 152Q: 3 clusters Score -2.618207e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 155803 members 
Entering Unmasked Estep 
Score: -26182082.000000 Penalty: 6099.104004
	Iteration 153Q: 3 clusters Score -2.618208e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 155807 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.618205e+07 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 155805 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.618211e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 2 contains 155810 members 
Entering Unmasked Estep 
Score: -26182154.000000 Penalty: 6099.104004
	Iteration 156Q: 3 clusters Score -2.618215e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 155814 members 
Entering Unmasked Estep 
Score: -26182152.000000 Penalty: 6099.104004
	Iteration 157Q: 3 clusters Score -2.618215e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 155838 members 
Entering Unmasked Estep 
Score: -26182096.000000 Penalty: 6099.104004
	Iteration 158Q: 3 clusters Score -2.61821e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 155846 members 
Entering Unmasked Estep 
Score: -26182114.000000 Penalty: 6099.104004
	Iteration 159Q: 3 clusters Score -2.618211e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 155852 members 
Entering Unmasked Estep 
Score: -26182174.000000 Penalty: 6099.104004
	Iteration 160F: 3 clusters Score -2.618217e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 155851 members 
Entering Unmasked Estep 
Score: -26182222.000000 Penalty: 6099.104004
	Iteration 161Q: 3 clusters Score -2.618222e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 155845 members 
Entering Unmasked Estep 
Score: -26182204.000000 Penalty: 6099.104004
	Iteration 162Q: 3 clusters Score -2.61822e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63104 members 
Mstep: Class 2 contains 155842 members 
Entering Unmasked Estep 
Score: -26182242.000000 Penalty: 6099.104004
	Iteration 163Q: 3 clusters Score -2.618224e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63119 members 
Mstep: Class 2 contains 155827 members 
Entering Unmasked Estep 
Score: -26182292.000000 Penalty: 6099.104004
	Iteration 164Q: 3 clusters Score -2.618229e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 155806 members 
Entering Unmasked Estep 
Score: -26182276.000000 Penalty: 6099.104004
	Iteration 165Q: 3 clusters Score -2.618228e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 155801 members 
Entering Unmasked Estep 
Score: -26182298.000000 Penalty: 6099.104004
	Iteration 166Q: 3 clusters Score -2.61823e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 155805 members 
Entering Unmasked Estep 
Score: -26182302.000000 Penalty: 6099.104004
	Iteration 167Q: 3 clusters Score -2.61823e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 155807 members 
Entering Unmasked Estep 
Score: -26182290.000000 Penalty: 6099.104004
	Iteration 168Q: 3 clusters Score -2.618229e+07 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 155805 members 
Entering Unmasked Estep 
Score: -26182290.000000 Penalty: 6099.104004
	Iteration 169Q: 3 clusters Score -2.618229e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 155813 members 
Entering Unmasked Estep 
Score: -26182316.000000 Penalty: 6099.104004
	Iteration 170Q: 3 clusters Score -2.618232e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 155812 members 
Entering Unmasked Estep 
Score: -26182318.000000 Penalty: 6099.104004
	Iteration 171Q: 3 clusters Score -2.618232e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 155814 members 
Entering Unmasked Estep 
Score: -26182312.000000 Penalty: 6099.104004
	Iteration 172Q: 3 clusters Score -2.618231e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 155810 members 
Entering Unmasked Estep 
Score: -26182294.000000 Penalty: 6099.104004
	Iteration 173Q: 3 clusters Score -2.618229e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 155796 members 
Entering Unmasked Estep 
Score: -26182302.000000 Penalty: 6099.104004
	Iteration 174Q: 3 clusters Score -2.61823e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 155785 members 
Entering Unmasked Estep 
Score: -26182308.000000 Penalty: 6099.104004
	Iteration 175Q: 3 clusters Score -2.618231e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 155780 members 
Entering Unmasked Estep 
Score: -26182322.000000 Penalty: 6099.104004
	Iteration 176Q: 3 clusters Score -2.618232e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 155770 members 
Entering Unmasked Estep 
Score: -26182310.000000 Penalty: 6099.104004
	Iteration 177Q: 3 clusters Score -2.618231e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 155751 members 
Entering Unmasked Estep 
Score: -26182326.000000 Penalty: 6099.104004
	Iteration 178Q: 3 clusters Score -2.618233e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 155751 members 
Entering Unmasked Estep 
Score: -26182350.000000 Penalty: 6099.104004
	Iteration 179Q: 3 clusters Score -2.618235e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63188 members 
Mstep: Class 2 contains 155758 members 
Entering Unmasked Estep 
Score: -26182390.000000 Penalty: 6099.104004
	Iteration 180F: 3 clusters Score -2.618239e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63173 members 
Mstep: Class 2 contains 155773 members 
Entering Unmasked Estep 
Score: -26182338.000000 Penalty: 6099.104004
	Iteration 181Q: 3 clusters Score -2.618234e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 155782 members 
Entering Unmasked Estep 
Score: -26182348.000000 Penalty: 6099.104004
	Iteration 182Q: 3 clusters Score -2.618235e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 155784 members 
Entering Unmasked Estep 
Score: -26182366.000000 Penalty: 6099.104004
	Iteration 183Q: 3 clusters Score -2.618237e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 155800 members 
Entering Unmasked Estep 
Score: -26182406.000000 Penalty: 6099.104004
	Iteration 184Q: 3 clusters Score -2.618241e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 155807 members 
Entering Unmasked Estep 
Score: -26182406.000000 Penalty: 6099.104004
	Iteration 185Q: 3 clusters Score -2.618241e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -26182414.000000 Penalty: 6099.104004
	Iteration 186Q: 3 clusters Score -2.618241e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 155823 members 
Entering Unmasked Estep 
Score: -26182400.000000 Penalty: 6099.104004
	Iteration 187Q: 3 clusters Score -2.61824e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 155829 members 
Entering Unmasked Estep 
Score: -26182392.000000 Penalty: 6099.104004
	Iteration 188Q: 3 clusters Score -2.618239e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 155840 members 
Entering Unmasked Estep 
Score: -26182386.000000 Penalty: 6099.104004
	Iteration 189Q: 3 clusters Score -2.618239e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 155836 members 
Entering Unmasked Estep 
Score: -26182406.000000 Penalty: 6099.104004
	Iteration 190Q: 3 clusters Score -2.618241e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 155840 members 
Entering Unmasked Estep 
Score: -26182446.000000 Penalty: 6099.104004
	Iteration 191Q: 3 clusters Score -2.618245e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 155850 members 
Entering Unmasked Estep 
Score: -26182404.000000 Penalty: 6099.104004
	Iteration 192Q: 3 clusters Score -2.61824e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 155854 members 
Entering Unmasked Estep 
Score: -26182460.000000 Penalty: 6099.104004
	Iteration 193Q: 3 clusters Score -2.618246e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 155865 members 
Entering Unmasked Estep 
Score: -26182472.000000 Penalty: 6099.104004
	Iteration 194Q: 3 clusters Score -2.618247e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 155868 members 
Entering Unmasked Estep 
Score: -26182492.000000 Penalty: 6099.104004
	Iteration 195Q: 3 clusters Score -2.618249e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 155888 members 
Entering Unmasked Estep 
Score: -26182484.000000 Penalty: 6099.104004
	Iteration 196Q: 3 clusters Score -2.618248e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 155896 members 
Entering Unmasked Estep 
Score: -26182532.000000 Penalty: 6099.104004
	Iteration 197Q: 3 clusters Score -2.618253e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 155918 members 
Entering Unmasked Estep 
Score: -26182540.000000 Penalty: 6099.104004
	Iteration 198Q: 3 clusters Score -2.618254e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 155952 members 
Entering Unmasked Estep 
Score: -26182548.000000 Penalty: 6099.104004
	Iteration 199Q: 3 clusters Score -2.618255e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 155977 members 
Entering Unmasked Estep 
Score: -26182540.000000 Penalty: 6099.104004
	Iteration 200F: 3 clusters Score -2.618254e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 156004 members 
Entering Unmasked Estep 
Score: -26182578.000000 Penalty: 6099.104004
	Iteration 201Q: 3 clusters Score -2.618258e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 156043 members 
Entering Unmasked Estep 
Score: -26182572.000000 Penalty: 6099.104004
	Iteration 202Q: 3 clusters Score -2.618257e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 156092 members 
Entering Unmasked Estep 
Score: -26182546.000000 Penalty: 6099.104004
	Iteration 203Q: 3 clusters Score -2.618255e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 156126 members 
Entering Unmasked Estep 
Score: -26182540.000000 Penalty: 6099.104004
	Iteration 204Q: 3 clusters Score -2.618254e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 156157 members 
Entering Unmasked Estep 
Score: -26182530.000000 Penalty: 6099.104004
	Iteration 205Q: 3 clusters Score -2.618253e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 156192 members 
Entering Unmasked Estep 
Score: -26182558.000000 Penalty: 6099.104004
	Iteration 206Q: 3 clusters Score -2.618256e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62714 members 
Mstep: Class 2 contains 156232 members 
Entering Unmasked Estep 
Score: -26182554.000000 Penalty: 6099.104004
	Iteration 207Q: 3 clusters Score -2.618255e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 156273 members 
Entering Unmasked Estep 
Score: -26182572.000000 Penalty: 6099.104004
	Iteration 208Q: 3 clusters Score -2.618257e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 156331 members 
Entering Unmasked Estep 
Score: -26182608.000000 Penalty: 6099.104004
	Iteration 209Q: 3 clusters Score -2.618261e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 156373 members 
Entering Unmasked Estep 
Score: -26182596.000000 Penalty: 6099.104004
	Iteration 210Q: 3 clusters Score -2.61826e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 156419 members 
Entering Unmasked Estep 
Score: -26182616.000000 Penalty: 6099.104004
	Iteration 211Q: 3 clusters Score -2.618262e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 156446 members 
Entering Unmasked Estep 
Score: -26182622.000000 Penalty: 6099.104004
	Iteration 212Q: 3 clusters Score -2.618262e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 156474 members 
Entering Unmasked Estep 
Score: -26182618.000000 Penalty: 6099.104004
	Iteration 213Q: 3 clusters Score -2.618262e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 156504 members 
Entering Unmasked Estep 
Score: -26182608.000000 Penalty: 6099.104004
	Iteration 214Q: 3 clusters Score -2.618261e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 156536 members 
Entering Unmasked Estep 
Score: -26182612.000000 Penalty: 6099.104004
	Iteration 215Q: 3 clusters Score -2.618261e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 156565 members 
Entering Unmasked Estep 
Score: -26182624.000000 Penalty: 6099.104004
	Iteration 216Q: 3 clusters Score -2.618262e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 156580 members 
Entering Unmasked Estep 
Score: -26182618.000000 Penalty: 6099.104004
	Iteration 217Q: 3 clusters Score -2.618262e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 156614 members 
Entering Unmasked Estep 
Score: -26182630.000000 Penalty: 6099.104004
	Iteration 218Q: 3 clusters Score -2.618263e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 156649 members 
Entering Unmasked Estep 
Score: -26182602.000000 Penalty: 6099.104004
	Iteration 219Q: 3 clusters Score -2.61826e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 156665 members 
Entering Unmasked Estep 
Score: -26182610.000000 Penalty: 6099.104004
	Iteration 220F: 3 clusters Score -2.618261e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 156677 members 
Entering Unmasked Estep 
Score: -26182574.000000 Penalty: 6099.104004
	Iteration 221Q: 3 clusters Score -2.618257e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 156693 members 
Entering Unmasked Estep 
Score: -26182596.000000 Penalty: 6099.104004
	Iteration 222Q: 3 clusters Score -2.61826e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 156716 members 
Entering Unmasked Estep 
Score: -26182610.000000 Penalty: 6099.104004
	Iteration 223Q: 3 clusters Score -2.618261e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 156729 members 
Entering Unmasked Estep 
Score: -26182600.000000 Penalty: 6099.104004
	Iteration 224Q: 3 clusters Score -2.61826e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 156746 members 
Entering Unmasked Estep 
Score: -26182622.000000 Penalty: 6099.104004
	Iteration 225Q: 3 clusters Score -2.618262e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 156775 members 
Entering Unmasked Estep 
Score: -26182606.000000 Penalty: 6099.104004
	Iteration 226Q: 3 clusters Score -2.618261e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 156794 members 
Entering Unmasked Estep 
Score: -26182622.000000 Penalty: 6099.104004
	Iteration 227Q: 3 clusters Score -2.618262e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 156801 members 
Entering Unmasked Estep 
Score: -26182620.000000 Penalty: 6099.104004
	Iteration 228Q: 3 clusters Score -2.618262e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 156807 members 
Entering Unmasked Estep 
Score: -26182618.000000 Penalty: 6099.104004
	Iteration 229Q: 3 clusters Score -2.618262e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 156812 members 
Entering Unmasked Estep 
Score: -26182632.000000 Penalty: 6099.104004
	Iteration 230Q: 3 clusters Score -2.618263e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 156825 members 
Entering Unmasked Estep 
Score: -26182670.000000 Penalty: 6099.104004
	Iteration 231Q: 3 clusters Score -2.618267e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 156837 members 
Entering Unmasked Estep 
Score: -26182650.000000 Penalty: 6099.104004
	Iteration 232Q: 3 clusters Score -2.618265e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 156841 members 
Entering Unmasked Estep 
Score: -26182692.000000 Penalty: 6099.104004
	Iteration 233Q: 3 clusters Score -2.618269e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 156849 members 
Entering Unmasked Estep 
Score: -26182686.000000 Penalty: 6099.104004
	Iteration 234Q: 3 clusters Score -2.618269e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 156853 members 
Entering Unmasked Estep 
Score: -26182698.000000 Penalty: 6099.104004
	Iteration 235Q: 3 clusters Score -2.61827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 156856 members 
Entering Unmasked Estep 
Score: -26182702.000000 Penalty: 6099.104004
	Iteration 236Q: 3 clusters Score -2.61827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 156862 members 
Entering Unmasked Estep 
Score: -26182706.000000 Penalty: 6099.104004
	Iteration 237Q: 3 clusters Score -2.618271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 156867 members 
Entering Unmasked Estep 
Score: -26182724.000000 Penalty: 6099.104004
	Iteration 238Q: 3 clusters Score -2.618272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 156874 members 
Entering Unmasked Estep 
Score: -26182732.000000 Penalty: 6099.104004
	Iteration 239Q: 3 clusters Score -2.618273e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -26182736.000000 Penalty: 6099.104004
	Iteration 240F: 3 clusters Score -2.618274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 156882 members 
Entering Unmasked Estep 
Score: -26182750.000000 Penalty: 6099.104004
	Iteration 241Q: 3 clusters Score -2.618275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 156882 members 
Entering Unmasked Estep 
Score: -26182754.000000 Penalty: 6099.104004
	Iteration 242Q: 3 clusters Score -2.618275e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 156889 members 
Entering Unmasked Estep 
Score: -26182770.000000 Penalty: 6099.104004
	Iteration 243Q: 3 clusters Score -2.618277e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 156896 members 
Entering Unmasked Estep 
Score: -26182784.000000 Penalty: 6099.104004
	Iteration 244Q: 3 clusters Score -2.618278e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62041 members 
Mstep: Class 2 contains 156905 members 
Entering Unmasked Estep 
Score: -26182758.000000 Penalty: 6099.104004
	Iteration 245Q: 3 clusters Score -2.618276e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 156912 members 
Entering Unmasked Estep 
Score: -26182766.000000 Penalty: 6099.104004
	Iteration 246Q: 3 clusters Score -2.618277e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 156913 members 
Entering Unmasked Estep 
Score: -26182738.000000 Penalty: 6099.104004
	Iteration 247Q: 3 clusters Score -2.618274e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 156911 members 
Entering Unmasked Estep 
Score: -26182748.000000 Penalty: 6099.104004
	Iteration 248Q: 3 clusters Score -2.618275e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 156915 members 
Entering Unmasked Estep 
Score: -26182738.000000 Penalty: 6099.104004
	Iteration 249Q: 3 clusters Score -2.618274e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 156925 members 
Entering Unmasked Estep 
Score: -26182746.000000 Penalty: 6099.104004
	Iteration 250Q: 3 clusters Score -2.618275e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 156932 members 
Entering Unmasked Estep 
Score: -26182748.000000 Penalty: 6099.104004
	Iteration 251Q: 3 clusters Score -2.618275e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 156945 members 
Entering Unmasked Estep 
Score: -26182752.000000 Penalty: 6099.104004
	Iteration 252Q: 3 clusters Score -2.618275e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 156953 members 
Entering Unmasked Estep 
Score: -26182758.000000 Penalty: 6099.104004
	Iteration 253Q: 3 clusters Score -2.618276e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 156954 members 
Entering Unmasked Estep 
Score: -26182728.000000 Penalty: 6099.104004
	Iteration 254Q: 3 clusters Score -2.618273e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 156957 members 
Entering Unmasked Estep 
Score: -26182722.000000 Penalty: 6099.104004
	Iteration 255Q: 3 clusters Score -2.618272e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 156967 members 
Entering Unmasked Estep 
Score: -26182716.000000 Penalty: 6099.104004
	Iteration 256Q: 3 clusters Score -2.618272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 156971 members 
Entering Unmasked Estep 
Score: -26182702.000000 Penalty: 6099.104004
	Iteration 257Q: 3 clusters Score -2.61827e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 156972 members 
Entering Unmasked Estep 
Score: -26182690.000000 Penalty: 6099.104004
	Iteration 258Q: 3 clusters Score -2.618269e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 156967 members 
Entering Unmasked Estep 
Score: -26182710.000000 Penalty: 6099.104004
	Iteration 259Q: 3 clusters Score -2.618271e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -26182730.000000 Penalty: 6099.104004
	Iteration 260F: 3 clusters Score -2.618273e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 156961 members 
Entering Unmasked Estep 
Score: -26182724.000000 Penalty: 6099.104004
	Iteration 261Q: 3 clusters Score -2.618272e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 156952 members 
Entering Unmasked Estep 
Score: -26182684.000000 Penalty: 6099.104004
	Iteration 262Q: 3 clusters Score -2.618268e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 156947 members 
Entering Unmasked Estep 
Score: -26182688.000000 Penalty: 6099.104004
	Iteration 263Q: 3 clusters Score -2.618269e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 156932 members 
Entering Unmasked Estep 
Score: -26182710.000000 Penalty: 6099.104004
	Iteration 264Q: 3 clusters Score -2.618271e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62017 members 
Mstep: Class 2 contains 156929 members 
Entering Unmasked Estep 
Score: -26182674.000000 Penalty: 6099.104004
	Iteration 265Q: 3 clusters Score -2.618267e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 156922 members 
Entering Unmasked Estep 
Score: -26182674.000000 Penalty: 6099.104004
	Iteration 266Q: 3 clusters Score -2.618267e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 156910 members 
Entering Unmasked Estep 
Score: -26182668.000000 Penalty: 6099.104004
	Iteration 267Q: 3 clusters Score -2.618267e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 156907 members 
Entering Unmasked Estep 
Score: -26182672.000000 Penalty: 6099.104004
	Iteration 268Q: 3 clusters Score -2.618267e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 156902 members 
Entering Unmasked Estep 
Score: -26182696.000000 Penalty: 6099.104004
	Iteration 269Q: 3 clusters Score -2.61827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 156895 members 
Entering Unmasked Estep 
Score: -26182698.000000 Penalty: 6099.104004
	Iteration 270Q: 3 clusters Score -2.61827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 156892 members 
Entering Unmasked Estep 
Score: -26182704.000000 Penalty: 6099.104004
	Iteration 271Q: 3 clusters Score -2.61827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 156885 members 
Entering Unmasked Estep 
Score: -26182718.000000 Penalty: 6099.104004
	Iteration 272Q: 3 clusters Score -2.618272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 156871 members 
Entering Unmasked Estep 
Score: -26182706.000000 Penalty: 6099.104004
	Iteration 273Q: 3 clusters Score -2.618271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 156870 members 
Entering Unmasked Estep 
Score: -26182704.000000 Penalty: 6099.104004
	Iteration 274Q: 3 clusters Score -2.61827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 156865 members 
Entering Unmasked Estep 
Score: -26182692.000000 Penalty: 6099.104004
	Iteration 275Q: 3 clusters Score -2.618269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 156861 members 
Entering Unmasked Estep 
Score: -26182688.000000 Penalty: 6099.104004
	Iteration 276Q: 3 clusters Score -2.618269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 156859 members 
Entering Unmasked Estep 
Score: -26182688.000000 Penalty: 6099.104004
	Iteration 277Q: 3 clusters Score -2.618269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 156855 members 
Entering Unmasked Estep 
Score: -26182688.000000 Penalty: 6099.104004
	Iteration 278Q: 3 clusters Score -2.618269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 156855 members 
Entering Unmasked Estep 
Score: -26182692.000000 Penalty: 6099.104004
	Iteration 279Q: 3 clusters Score -2.618269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 156853 members 
Entering Unmasked Estep 
Score: -26182710.000000 Penalty: 6099.104004
	Iteration 280F: 3 clusters Score -2.618271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 156854 members 
Entering Unmasked Estep 
Score: -26182714.000000 Penalty: 6099.104004
	Iteration 281Q: 3 clusters Score -2.618271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 156856 members 
Entering Unmasked Estep 
Score: -26182700.000000 Penalty: 6099.104004
	Iteration 282Q: 3 clusters Score -2.61827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 156855 members 
Entering Unmasked Estep 
Score: -26182718.000000 Penalty: 6099.104004
	Iteration 283Q: 3 clusters Score -2.618272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 156859 members 
Entering Unmasked Estep 
Score: -26182702.000000 Penalty: 6099.104004
	Iteration 284Q: 3 clusters Score -2.61827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 156859 members 
Entering Unmasked Estep 
Score: -26182712.000000 Penalty: 6099.104004
	Iteration 285Q: 3 clusters Score -2.618271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 156861 members 
Entering Unmasked Estep 
Score: -26182702.000000 Penalty: 6099.104004
	Iteration 286Q: 3 clusters Score -2.61827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 156862 members 
Entering Unmasked Estep 
Score: -26182698.000000 Penalty: 6099.104004
	Iteration 287Q: 3 clusters Score -2.61827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 156864 members 
Entering Unmasked Estep 
Score: -26182690.000000 Penalty: 6099.104004
	Iteration 288Q: 3 clusters Score -2.618269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 156869 members 
Entering Unmasked Estep 
Score: -26182696.000000 Penalty: 6099.104004
	Iteration 289Q: 3 clusters Score -2.61827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -26182704.000000 Penalty: 6099.104004
	Iteration 290Q: 3 clusters Score -2.61827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 156876 members 
Entering Unmasked Estep 
Score: -26182696.000000 Penalty: 6099.104004
	Iteration 291Q: 3 clusters Score -2.61827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 156878 members 
Entering Unmasked Estep 
Score: -26182692.000000 Penalty: 6099.104004
	Iteration 292Q: 3 clusters Score -2.618269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 156873 members 
Entering Unmasked Estep 
Score: -26182706.000000 Penalty: 6099.104004
	Iteration 293Q: 3 clusters Score -2.618271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 156870 members 
Entering Unmasked Estep 
Score: -26182690.000000 Penalty: 6099.104004
	Iteration 294Q: 3 clusters Score -2.618269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 156867 members 
Entering Unmasked Estep 
Score: -26182696.000000 Penalty: 6099.104004
	Iteration 295Q: 3 clusters Score -2.61827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 156868 members 
Entering Unmasked Estep 
Score: -26182700.000000 Penalty: 6099.104004
	Iteration 296Q: 3 clusters Score -2.61827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 156866 members 
Entering Unmasked Estep 
Score: -26182708.000000 Penalty: 6099.104004
	Iteration 297Q: 3 clusters Score -2.618271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 156862 members 
Entering Unmasked Estep 
Score: -26182726.000000 Penalty: 6099.104004
	Iteration 298Q: 3 clusters Score -2.618273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 156853 members 
Entering Unmasked Estep 
Score: -26182708.000000 Penalty: 6099.104004
	Iteration 299Q: 3 clusters Score -2.618271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 156849 members 
Entering Unmasked Estep 
Score: -26182682.000000 Penalty: 6099.104004
	Iteration 300F: 3 clusters Score -2.618268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 156843 members 
Entering Unmasked Estep 
Score: -26182692.000000 Penalty: 6099.104004
	Iteration 301Q: 3 clusters Score -2.618269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 156839 members 
Entering Unmasked Estep 
Score: -26182694.000000 Penalty: 6099.104004
	Iteration 302Q: 3 clusters Score -2.618269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 156834 members 
Entering Unmasked Estep 
Score: -26182692.000000 Penalty: 6099.104004
	Iteration 303Q: 3 clusters Score -2.618269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 156836 members 
Entering Unmasked Estep 
Score: -26182688.000000 Penalty: 6099.104004
	Iteration 304Q: 3 clusters Score -2.618269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 156833 members 
Entering Unmasked Estep 
Score: -26182686.000000 Penalty: 6099.104004
	Iteration 305Q: 3 clusters Score -2.618269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 156836 members 
Entering Unmasked Estep 
Score: -26182700.000000 Penalty: 6099.104004
	Iteration 306Q: 3 clusters Score -2.61827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 156834 members 
Entering Unmasked Estep 
Score: -26182714.000000 Penalty: 6099.104004
	Iteration 307Q: 3 clusters Score -2.618271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 156832 members 
Entering Unmasked Estep 
Score: -26182736.000000 Penalty: 6099.104004
	Iteration 308Q: 3 clusters Score -2.618274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 156829 members 
Entering Unmasked Estep 
Score: -26182726.000000 Penalty: 6099.104004
	Iteration 309Q: 3 clusters Score -2.618273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 156832 members 
Entering Unmasked Estep 
Score: -26182716.000000 Penalty: 6099.104004
	Iteration 310Q: 3 clusters Score -2.618272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 156833 members 
Entering Unmasked Estep 
Score: -26182726.000000 Penalty: 6099.104004
	Iteration 311Q: 3 clusters Score -2.618273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 156838 members 
Entering Unmasked Estep 
Score: -26182726.000000 Penalty: 6099.104004
	Iteration 312Q: 3 clusters Score -2.618273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 156842 members 
Entering Unmasked Estep 
Score: -26182724.000000 Penalty: 6099.104004
	Iteration 313Q: 3 clusters Score -2.618272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 156845 members 
Entering Unmasked Estep 
Score: -26182720.000000 Penalty: 6099.104004
	Iteration 314Q: 3 clusters Score -2.618272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 156845 members 
Entering Unmasked Estep 
Score: -26182710.000000 Penalty: 6099.104004
	Iteration 315Q: 3 clusters Score -2.618271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 156850 members 
Entering Unmasked Estep 
Score: -26182728.000000 Penalty: 6099.104004
	Iteration 316Q: 3 clusters Score -2.618273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 156853 members 
Entering Unmasked Estep 
Score: -26182706.000000 Penalty: 6099.104004
	Iteration 317Q: 3 clusters Score -2.618271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 156856 members 
Entering Unmasked Estep 
Score: -26182700.000000 Penalty: 6099.104004
	Iteration 318Q: 3 clusters Score -2.61827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 156853 members 
Entering Unmasked Estep 
Score: -26182702.000000 Penalty: 6099.104004
	Iteration 319Q: 3 clusters Score -2.61827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 156851 members 
Entering Unmasked Estep 
Score: -26182708.000000 Penalty: 6099.104004
	Iteration 320F: 3 clusters Score -2.618271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (64050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Entering Unmasked Estep 
Score: -7599560.000000 Penalty: 2744.719971
	Iteration 0F: 2 clusters Score -7599560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -7556524.500000 Penalty: 5489.439941
	Iteration 0F: 3 clusters Score -7556524 nChanged 30075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -7573668.000000 Penalty: 5489.439941
	Iteration 1F: 3 clusters Score -7573668 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -7574512.500000 Penalty: 5489.439941
	Iteration 2Q: 3 clusters Score -7574512 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -7575530.000000 Penalty: 5489.439941
	Iteration 3Q: 3 clusters Score -7575530 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -7576819.500000 Penalty: 5489.439941
	Iteration 4Q: 3 clusters Score -7576820 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -7578463.000000 Penalty: 5489.439941
	Iteration 5F: 3 clusters Score -7578463 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -7580710.500000 Penalty: 5489.439941
	Iteration 6F: 3 clusters Score -7580710 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -7583495.000000 Penalty: 5489.439941
	Iteration 7F: 3 clusters Score -7583495 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -7586609.000000 Penalty: 5489.439941
	Iteration 8F: 3 clusters Score -7586609 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -7589634.000000 Penalty: 5489.439941
	Iteration 9F: 3 clusters Score -7589634 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -7592354.000000 Penalty: 5489.439941
	Iteration 10F: 3 clusters Score -7592354 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -7594339.000000 Penalty: 5489.439941
	Iteration 11Q: 3 clusters Score -7594339 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -7595655.500000 Penalty: 5489.439941
	Iteration 12Q: 3 clusters Score -7595656 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -7596369.000000 Penalty: 5489.439941
	Iteration 13Q: 3 clusters Score -7596369 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -7596750.500000 Penalty: 5489.439941
	Iteration 14Q: 3 clusters Score -7596750 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -7596910.500000 Penalty: 5489.439941
	Iteration 15Q: 3 clusters Score -7596910 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -7597038.000000 Penalty: 5489.439941
	Iteration 16Q: 3 clusters Score -7597038 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -7597113.500000 Penalty: 5489.439941
	Iteration 17Q: 3 clusters Score -7597114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -7597136.000000 Penalty: 5489.439941
	Iteration 18Q: 3 clusters Score -7597136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -7597165.000000 Penalty: 5489.439941
	Iteration 19Q: 3 clusters Score -7597165 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -7597193.500000 Penalty: 5489.439941
	Iteration 20F: 3 clusters Score -7597194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -7597226.000000 Penalty: 5489.439941
	Iteration 21Q: 3 clusters Score -7597226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -7597247.500000 Penalty: 5489.439941
	Iteration 22Q: 3 clusters Score -7597248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -7597265.000000 Penalty: 5489.439941
	Iteration 23Q: 3 clusters Score -7597265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -7597271.500000 Penalty: 5489.439941
	Iteration 24Q: 3 clusters Score -7597272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -7597279.000000 Penalty: 5489.439941
	Iteration 25Q: 3 clusters Score -7597279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 63493 members 
Entering Unmasked Estep 
Score: -7597292.500000 Penalty: 5489.439941
	Iteration 26Q: 3 clusters Score -7597292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -7597297.000000 Penalty: 5489.439941
	Iteration 27Q: 3 clusters Score -7597297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -7597301.000000 Penalty: 5489.439941
	Iteration 28Q: 3 clusters Score -7597301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -7597305.500000 Penalty: 5489.439941
	Iteration 29Q: 3 clusters Score -7597306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -7597308.000000 Penalty: 5489.439941
	Iteration 30Q: 3 clusters Score -7597308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -7597311.500000 Penalty: 5489.439941
	Iteration 31Q: 3 clusters Score -7597312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -7597309.000000 Penalty: 5489.439941
	Iteration 32Q: 3 clusters Score -7597309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -7597310.500000 Penalty: 5489.439941
	Iteration 33Q: 3 clusters Score -7597310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -7597310.500000 Penalty: 5489.439941
	Iteration 34F: 3 clusters Score -7597310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 178410 members 
Mstep: Class 3 contains 49469 members 
Mstep: Class 4 contains 13486 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 9651 members 
Mstep: Class 7 contains 28990 members 
Mstep: Class 8 contains 5114 members 
Mstep: Class 9 contains 38817 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61888 members 
Mstep: Class 13 contains 95843 members 
Mstep: Class 14 contains 204502 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 38266 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 37985 members 
Mstep: Class 21 contains 12511 members 
Mstep: Class 22 contains 158181 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17953 members 
Mstep: Class 27 contains 37092 members 
Mstep: Class 28 contains 218946 members 
Mstep: Class 29 contains 64050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048576.000000 Penalty: 101497.804688
Iteration 199Q: 30 clusters Score -1.560486e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 178412 members 
Mstep: Class 3 contains 49468 members 
Mstep: Class 4 contains 13486 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 28988 members 
Mstep: Class 8 contains 5116 members 
Mstep: Class 9 contains 38825 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61887 members 
Mstep: Class 13 contains 95841 members 
Mstep: Class 14 contains 204486 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 38366 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 37985 members 
Mstep: Class 21 contains 12517 members 
Mstep: Class 22 contains 158179 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17951 members 
Mstep: Class 27 contains 37097 members 
Mstep: Class 28 contains 218853 members 
Mstep: Class 29 contains 64044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048560.000000 Penalty: 101497.804688
Iteration 200F: 30 clusters Score -1.560486e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 178406 members 
Mstep: Class 3 contains 49470 members 
Mstep: Class 4 contains 13486 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 28985 members 
Mstep: Class 8 contains 5114 members 
Mstep: Class 9 contains 38834 members 
Mstep: Class 10 contains 13553 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61892 members 
Mstep: Class 13 contains 95841 members 
Mstep: Class 14 contains 204473 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 38489 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 37989 members 
Mstep: Class 21 contains 12521 members 
Mstep: Class 22 contains 158171 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17951 members 
Mstep: Class 27 contains 37102 members 
Mstep: Class 28 contains 218740 members 
Mstep: Class 29 contains 64038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048656.000000 Penalty: 101497.804688
Iteration 201Q: 30 clusters Score -1.560487e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 178397 members 
Mstep: Class 3 contains 49468 members 
Mstep: Class 4 contains 13489 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 9648 members 
Mstep: Class 7 contains 28982 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 38836 members 
Mstep: Class 10 contains 13552 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61896 members 
Mstep: Class 13 contains 95841 members 
Mstep: Class 14 contains 204471 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 38606 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 37991 members 
Mstep: Class 21 contains 12521 members 
Mstep: Class 22 contains 158152 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17951 members 
Mstep: Class 27 contains 37111 members 
Mstep: Class 28 contains 218633 members 
Mstep: Class 29 contains 64036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048784.000000 Penalty: 101497.804688
Iteration 202Q: 30 clusters Score -1.560488e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 178383 members 
Mstep: Class 3 contains 49465 members 
Mstep: Class 4 contains 13489 members 
Mstep: Class 5 contains 4410 members 
Mstep: Class 6 contains 9648 members 
Mstep: Class 7 contains 28977 members 
Mstep: Class 8 contains 5121 members 
Mstep: Class 9 contains 38835 members 
Mstep: Class 10 contains 13550 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61903 members 
Mstep: Class 13 contains 95839 members 
Mstep: Class 14 contains 204452 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 38726 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 37990 members 
Mstep: Class 21 contains 12529 members 
Mstep: Class 22 contains 158146 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 17950 members 
Mstep: Class 27 contains 37114 members 
Mstep: Class 28 contains 218543 members 
Mstep: Class 29 contains 64032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048672.000000 Penalty: 101497.804688
Iteration 203Q: 30 clusters Score -1.560487e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 178380 members 
Mstep: Class 3 contains 49460 members 
Mstep: Class 4 contains 13490 members 
Mstep: Class 5 contains 4415 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 28973 members 
Mstep: Class 8 contains 5121 members 
Mstep: Class 9 contains 38840 members 
Mstep: Class 10 contains 13547 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61904 members 
Mstep: Class 13 contains 95840 members 
Mstep: Class 14 contains 204429 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 38871 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 37985 members 
Mstep: Class 21 contains 12542 members 
Mstep: Class 22 contains 158133 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17948 members 
Mstep: Class 27 contains 37123 members 
Mstep: Class 28 contains 218433 members 
Mstep: Class 29 contains 64020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048528.000000 Penalty: 101497.804688
Iteration 204Q: 30 clusters Score -1.560485e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 178377 members 
Mstep: Class 3 contains 49459 members 
Mstep: Class 4 contains 13491 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 9648 members 
Mstep: Class 7 contains 28966 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 38848 members 
Mstep: Class 10 contains 13543 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61898 members 
Mstep: Class 13 contains 95844 members 
Mstep: Class 14 contains 204428 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 39010 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 37978 members 
Mstep: Class 21 contains 12556 members 
Mstep: Class 22 contains 158123 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17945 members 
Mstep: Class 27 contains 37123 members 
Mstep: Class 28 contains 218314 members 
Mstep: Class 29 contains 64014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048624.000000 Penalty: 101497.804688
Iteration 205Q: 30 clusters Score -1.560486e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 178380 members 
Mstep: Class 3 contains 49461 members 
Mstep: Class 4 contains 13493 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 9640 members 
Mstep: Class 7 contains 28963 members 
Mstep: Class 8 contains 5125 members 
Mstep: Class 9 contains 38847 members 
Mstep: Class 10 contains 13538 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61895 members 
Mstep: Class 13 contains 95839 members 
Mstep: Class 14 contains 204419 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 39138 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 37971 members 
Mstep: Class 21 contains 12568 members 
Mstep: Class 22 contains 158120 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17942 members 
Mstep: Class 27 contains 37125 members 
Mstep: Class 28 contains 218217 members 
Mstep: Class 29 contains 64004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048640.000000 Penalty: 101497.804688
Iteration 206Q: 30 clusters Score -1.560486e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 178395 members 
Mstep: Class 3 contains 49456 members 
Mstep: Class 4 contains 13493 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 9636 members 
Mstep: Class 7 contains 28959 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 38850 members 
Mstep: Class 10 contains 13536 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61890 members 
Mstep: Class 13 contains 95838 members 
Mstep: Class 14 contains 204417 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 39250 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 37966 members 
Mstep: Class 21 contains 12579 members 
Mstep: Class 22 contains 158109 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17935 members 
Mstep: Class 27 contains 37127 members 
Mstep: Class 28 contains 218127 members 
Mstep: Class 29 contains 63991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048704.000000 Penalty: 101497.804688
Iteration 207Q: 30 clusters Score -1.560487e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 178391 members 
Mstep: Class 3 contains 49455 members 
Mstep: Class 4 contains 13494 members 
Mstep: Class 5 contains 4423 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 28953 members 
Mstep: Class 8 contains 5128 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 13532 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61883 members 
Mstep: Class 13 contains 95838 members 
Mstep: Class 14 contains 204409 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 39375 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 37965 members 
Mstep: Class 21 contains 12587 members 
Mstep: Class 22 contains 158095 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17928 members 
Mstep: Class 27 contains 37129 members 
Mstep: Class 28 contains 218038 members 
Mstep: Class 29 contains 63985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048640.000000 Penalty: 101497.804688
Iteration 208Q: 30 clusters Score -1.560486e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 178387 members 
Mstep: Class 3 contains 49451 members 
Mstep: Class 4 contains 13495 members 
Mstep: Class 5 contains 4423 members 
Mstep: Class 6 contains 9636 members 
Mstep: Class 7 contains 28950 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 38857 members 
Mstep: Class 10 contains 13532 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61881 members 
Mstep: Class 13 contains 95838 members 
Mstep: Class 14 contains 204393 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 39497 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 37965 members 
Mstep: Class 21 contains 12590 members 
Mstep: Class 22 contains 158089 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3113 members 
Mstep: Class 26 contains 17920 members 
Mstep: Class 27 contains 37132 members 
Mstep: Class 28 contains 217959 members 
Mstep: Class 29 contains 63979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048800.000000 Penalty: 101497.804688
Iteration 209Q: 30 clusters Score -1.560488e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 178384 members 
Mstep: Class 3 contains 49447 members 
Mstep: Class 4 contains 13496 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 9633 members 
Mstep: Class 7 contains 28947 members 
Mstep: Class 8 contains 5128 members 
Mstep: Class 9 contains 38868 members 
Mstep: Class 10 contains 13530 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61873 members 
Mstep: Class 13 contains 95837 members 
Mstep: Class 14 contains 204387 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 39621 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 37967 members 
Mstep: Class 21 contains 12595 members 
Mstep: Class 22 contains 158083 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3112 members 
Mstep: Class 26 contains 17918 members 
Mstep: Class 27 contains 37139 members 
Mstep: Class 28 contains 217847 members 
Mstep: Class 29 contains 63977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048880.000000 Penalty: 101497.804688
Iteration 210Q: 30 clusters Score -1.560489e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 178393 members 
Mstep: Class 3 contains 49442 members 
Mstep: Class 4 contains 13498 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 9631 members 
Mstep: Class 7 contains 28945 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 38873 members 
Mstep: Class 10 contains 13525 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 61873 members 
Mstep: Class 13 contains 95835 members 
Mstep: Class 14 contains 204381 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 39742 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 37968 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 158073 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3112 members 
Mstep: Class 26 contains 17918 members 
Mstep: Class 27 contains 37146 members 
Mstep: Class 28 contains 217734 members 
Mstep: Class 29 contains 63965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048816.000000 Penalty: 101497.804688
Iteration 211Q: 30 clusters Score -1.560488e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 178395 members 
Mstep: Class 3 contains 49437 members 
Mstep: Class 4 contains 13497 members 
Mstep: Class 5 contains 4435 members 
Mstep: Class 6 contains 9629 members 
Mstep: Class 7 contains 28942 members 
Mstep: Class 8 contains 5128 members 
Mstep: Class 9 contains 38877 members 
Mstep: Class 10 contains 13522 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 61869 members 
Mstep: Class 13 contains 95836 members 
Mstep: Class 14 contains 204358 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 39874 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 37978 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 158073 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3112 members 
Mstep: Class 26 contains 17920 members 
Mstep: Class 27 contains 37154 members 
Mstep: Class 28 contains 217617 members 
Mstep: Class 29 contains 63956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048960.000000 Penalty: 101497.804688
Iteration 212Q: 30 clusters Score -1.56049e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 178397 members 
Mstep: Class 3 contains 49434 members 
Mstep: Class 4 contains 13498 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 6 contains 9628 members 
Mstep: Class 7 contains 28939 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 38879 members 
Mstep: Class 10 contains 13517 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 61866 members 
Mstep: Class 13 contains 95835 members 
Mstep: Class 14 contains 204355 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 39983 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 37980 members 
Mstep: Class 21 contains 12612 members 
Mstep: Class 22 contains 158070 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3112 members 
Mstep: Class 26 contains 17922 members 
Mstep: Class 27 contains 37153 members 
Mstep: Class 28 contains 217528 members 
Mstep: Class 29 contains 63943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049024.000000 Penalty: 101497.804688
Iteration 213Q: 30 clusters Score -1.56049e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 178404 members 
Mstep: Class 3 contains 49425 members 
Mstep: Class 4 contains 13499 members 
Mstep: Class 5 contains 4452 members 
Mstep: Class 6 contains 9626 members 
Mstep: Class 7 contains 28937 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 38880 members 
Mstep: Class 10 contains 13513 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 61867 members 
Mstep: Class 13 contains 95834 members 
Mstep: Class 14 contains 204350 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 40084 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 37974 members 
Mstep: Class 21 contains 12616 members 
Mstep: Class 22 contains 158067 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3111 members 
Mstep: Class 26 contains 17921 members 
Mstep: Class 27 contains 37155 members 
Mstep: Class 28 contains 217440 members 
Mstep: Class 29 contains 63935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049040.000000 Penalty: 101497.804688
Iteration 214Q: 30 clusters Score -1.56049e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 178408 members 
Mstep: Class 3 contains 49420 members 
Mstep: Class 4 contains 13499 members 
Mstep: Class 5 contains 4453 members 
Mstep: Class 6 contains 9626 members 
Mstep: Class 7 contains 28936 members 
Mstep: Class 8 contains 5129 members 
Mstep: Class 9 contains 38883 members 
Mstep: Class 10 contains 13510 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61862 members 
Mstep: Class 13 contains 95835 members 
Mstep: Class 14 contains 204341 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 40209 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11437 members 
Mstep: Class 20 contains 37966 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 158065 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3112 members 
Mstep: Class 26 contains 17921 members 
Mstep: Class 27 contains 37158 members 
Mstep: Class 28 contains 217329 members 
Mstep: Class 29 contains 63933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049152.000000 Penalty: 101497.804688
Iteration 215Q: 30 clusters Score -1.560492e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 178413 members 
Mstep: Class 3 contains 49417 members 
Mstep: Class 4 contains 13499 members 
Mstep: Class 5 contains 4456 members 
Mstep: Class 6 contains 9623 members 
Mstep: Class 7 contains 28934 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 38886 members 
Mstep: Class 10 contains 13506 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61860 members 
Mstep: Class 13 contains 95837 members 
Mstep: Class 14 contains 204325 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 40322 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11437 members 
Mstep: Class 20 contains 37957 members 
Mstep: Class 21 contains 12623 members 
Mstep: Class 22 contains 158062 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3112 members 
Mstep: Class 26 contains 17919 members 
Mstep: Class 27 contains 37166 members 
Mstep: Class 28 contains 217238 members 
Mstep: Class 29 contains 63928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049200.000000 Penalty: 101497.804688
Iteration 216Q: 30 clusters Score -1.560492e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 178414 members 
Mstep: Class 3 contains 49411 members 
Mstep: Class 4 contains 13498 members 
Mstep: Class 5 contains 4461 members 
Mstep: Class 6 contains 9620 members 
Mstep: Class 7 contains 28932 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 38894 members 
Mstep: Class 10 contains 13503 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61856 members 
Mstep: Class 13 contains 95837 members 
Mstep: Class 14 contains 204305 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 40442 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 158066 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3112 members 
Mstep: Class 26 contains 17917 members 
Mstep: Class 27 contains 37168 members 
Mstep: Class 28 contains 217148 members 
Mstep: Class 29 contains 63923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049344.000000 Penalty: 101497.804688
Iteration 217Q: 30 clusters Score -1.560493e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 178406 members 
Mstep: Class 3 contains 49402 members 
Mstep: Class 4 contains 13499 members 
Mstep: Class 5 contains 4461 members 
Mstep: Class 6 contains 9617 members 
Mstep: Class 7 contains 28933 members 
Mstep: Class 8 contains 5132 members 
Mstep: Class 9 contains 38896 members 
Mstep: Class 10 contains 13501 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61854 members 
Mstep: Class 13 contains 95839 members 
Mstep: Class 14 contains 204290 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 40552 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 158062 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17916 members 
Mstep: Class 27 contains 37170 members 
Mstep: Class 28 contains 217074 members 
Mstep: Class 29 contains 63918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049408.000000 Penalty: 101497.804688
Iteration 218Q: 30 clusters Score -1.560494e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 178399 members 
Mstep: Class 3 contains 49395 members 
Mstep: Class 4 contains 13502 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 28932 members 
Mstep: Class 8 contains 5136 members 
Mstep: Class 9 contains 38896 members 
Mstep: Class 10 contains 13503 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61855 members 
Mstep: Class 13 contains 95841 members 
Mstep: Class 14 contains 204271 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 40666 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11432 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 12630 members 
Mstep: Class 22 contains 158052 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3114 members 
Mstep: Class 26 contains 17915 members 
Mstep: Class 27 contains 37169 members 
Mstep: Class 28 contains 216997 members 
Mstep: Class 29 contains 63911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049472.000000 Penalty: 101497.804688
Iteration 219Q: 30 clusters Score -1.560495e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 178402 members 
Mstep: Class 3 contains 49386 members 
Mstep: Class 4 contains 13501 members 
Mstep: Class 5 contains 4470 members 
Mstep: Class 6 contains 9614 members 
Mstep: Class 7 contains 28931 members 
Mstep: Class 8 contains 5137 members 
Mstep: Class 9 contains 38899 members 
Mstep: Class 10 contains 13505 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61854 members 
Mstep: Class 13 contains 95845 members 
Mstep: Class 14 contains 204249 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 40769 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11433 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 12630 members 
Mstep: Class 22 contains 158039 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3114 members 
Mstep: Class 26 contains 17913 members 
Mstep: Class 27 contains 37171 members 
Mstep: Class 28 contains 216924 members 
Mstep: Class 29 contains 63909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049568.000000 Penalty: 101497.804688
Iteration 220F: 30 clusters Score -1.560496e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 178409 members 
Mstep: Class 3 contains 49381 members 
Mstep: Class 4 contains 13503 members 
Mstep: Class 5 contains 4470 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 28930 members 
Mstep: Class 8 contains 5139 members 
Mstep: Class 9 contains 38900 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61856 members 
Mstep: Class 13 contains 95846 members 
Mstep: Class 14 contains 204227 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 40861 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11433 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 12631 members 
Mstep: Class 22 contains 158027 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17911 members 
Mstep: Class 27 contains 37175 members 
Mstep: Class 28 contains 216855 members 
Mstep: Class 29 contains 63908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049648.000000 Penalty: 101497.804688
Iteration 221Q: 30 clusters Score -1.560496e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 178404 members 
Mstep: Class 3 contains 49372 members 
Mstep: Class 4 contains 13505 members 
Mstep: Class 5 contains 4470 members 
Mstep: Class 6 contains 9614 members 
Mstep: Class 7 contains 28929 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 38898 members 
Mstep: Class 10 contains 13502 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61854 members 
Mstep: Class 13 contains 95853 members 
Mstep: Class 14 contains 204210 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 40952 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11433 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 12631 members 
Mstep: Class 22 contains 158019 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17906 members 
Mstep: Class 27 contains 37175 members 
Mstep: Class 28 contains 216807 members 
Mstep: Class 29 contains 63906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049696.000000 Penalty: 101497.804688
Iteration 222Q: 30 clusters Score -1.560497e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 178405 members 
Mstep: Class 3 contains 49368 members 
Mstep: Class 4 contains 13507 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 9607 members 
Mstep: Class 7 contains 28928 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 38893 members 
Mstep: Class 10 contains 13501 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 61856 members 
Mstep: Class 13 contains 95856 members 
Mstep: Class 14 contains 204194 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 41039 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 37943 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 158016 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17903 members 
Mstep: Class 27 contains 37173 members 
Mstep: Class 28 contains 216746 members 
Mstep: Class 29 contains 63903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049760.000000 Penalty: 101497.804688
Iteration 223Q: 30 clusters Score -1.560498e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 178397 members 
Mstep: Class 3 contains 49354 members 
Mstep: Class 4 contains 13511 members 
Mstep: Class 5 contains 4491 members 
Mstep: Class 6 contains 9603 members 
Mstep: Class 7 contains 28926 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 38893 members 
Mstep: Class 10 contains 13501 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 61855 members 
Mstep: Class 13 contains 95862 members 
Mstep: Class 14 contains 204184 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 41119 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 37938 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 158012 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17902 members 
Mstep: Class 27 contains 37177 members 
Mstep: Class 28 contains 216688 members 
Mstep: Class 29 contains 63901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049792.000000 Penalty: 101497.804688
Iteration 224Q: 30 clusters Score -1.560498e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 178385 members 
Mstep: Class 3 contains 49345 members 
Mstep: Class 4 contains 13516 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 9601 members 
Mstep: Class 7 contains 28925 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 38894 members 
Mstep: Class 10 contains 13500 members 
Mstep: Class 11 contains 9093 members 
Mstep: Class 12 contains 61854 members 
Mstep: Class 13 contains 95868 members 
Mstep: Class 14 contains 204169 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41198 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 37938 members 
Mstep: Class 21 contains 12631 members 
Mstep: Class 22 contains 158006 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3113 members 
Mstep: Class 26 contains 17906 members 
Mstep: Class 27 contains 37179 members 
Mstep: Class 28 contains 216630 members 
Mstep: Class 29 contains 63898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049904.000000 Penalty: 101497.804688
Iteration 225Q: 30 clusters Score -1.560499e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 178373 members 
Mstep: Class 3 contains 49329 members 
Mstep: Class 4 contains 13518 members 
Mstep: Class 5 contains 4510 members 
Mstep: Class 6 contains 9597 members 
Mstep: Class 7 contains 28923 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 38895 members 
Mstep: Class 10 contains 13501 members 
Mstep: Class 11 contains 9092 members 
Mstep: Class 12 contains 61847 members 
Mstep: Class 13 contains 95872 members 
Mstep: Class 14 contains 204166 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41256 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11439 members 
Mstep: Class 20 contains 37938 members 
Mstep: Class 21 contains 12630 members 
Mstep: Class 22 contains 158003 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3111 members 
Mstep: Class 26 contains 17906 members 
Mstep: Class 27 contains 37173 members 
Mstep: Class 28 contains 216607 members 
Mstep: Class 29 contains 63896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049968.000000 Penalty: 101497.804688
Iteration 226Q: 30 clusters Score -1.5605e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 178355 members 
Mstep: Class 3 contains 49318 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 9596 members 
Mstep: Class 7 contains 28921 members 
Mstep: Class 8 contains 5150 members 
Mstep: Class 9 contains 38892 members 
Mstep: Class 10 contains 13500 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61842 members 
Mstep: Class 13 contains 95874 members 
Mstep: Class 14 contains 204153 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41303 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11440 members 
Mstep: Class 20 contains 37942 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 158003 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3112 members 
Mstep: Class 26 contains 17905 members 
Mstep: Class 27 contains 37172 members 
Mstep: Class 28 contains 216602 members 
Mstep: Class 29 contains 63892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049952.000000 Penalty: 101497.804688
Iteration 227Q: 30 clusters Score -1.5605e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 178334 members 
Mstep: Class 3 contains 49318 members 
Mstep: Class 4 contains 13519 members 
Mstep: Class 5 contains 4522 members 
Mstep: Class 6 contains 9593 members 
Mstep: Class 7 contains 28919 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 38896 members 
Mstep: Class 10 contains 13499 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 61842 members 
Mstep: Class 13 contains 95884 members 
Mstep: Class 14 contains 204135 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41353 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11441 members 
Mstep: Class 20 contains 37944 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 157999 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3111 members 
Mstep: Class 26 contains 17904 members 
Mstep: Class 27 contains 37168 members 
Mstep: Class 28 contains 216583 members 
Mstep: Class 29 contains 63892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049840.000000 Penalty: 101497.804688
Iteration 228Q: 30 clusters Score -1.560498e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 178317 members 
Mstep: Class 3 contains 49308 members 
Mstep: Class 4 contains 13523 members 
Mstep: Class 5 contains 4529 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 28918 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 38898 members 
Mstep: Class 10 contains 13499 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 61846 members 
Mstep: Class 13 contains 95890 members 
Mstep: Class 14 contains 204120 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41402 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11442 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 12631 members 
Mstep: Class 22 contains 157995 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3107 members 
Mstep: Class 26 contains 17904 members 
Mstep: Class 27 contains 37168 members 
Mstep: Class 28 contains 216562 members 
Mstep: Class 29 contains 63892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049712.000000 Penalty: 101497.804688
Iteration 229Q: 30 clusters Score -1.560497e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 178301 members 
Mstep: Class 3 contains 49297 members 
Mstep: Class 4 contains 13523 members 
Mstep: Class 5 contains 4545 members 
Mstep: Class 6 contains 9585 members 
Mstep: Class 7 contains 28917 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 38903 members 
Mstep: Class 10 contains 13502 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61845 members 
Mstep: Class 13 contains 95895 members 
Mstep: Class 14 contains 204103 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41442 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11441 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 12634 members 
Mstep: Class 22 contains 157986 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3109 members 
Mstep: Class 26 contains 17904 members 
Mstep: Class 27 contains 37168 members 
Mstep: Class 28 contains 216550 members 
Mstep: Class 29 contains 63890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049616.000000 Penalty: 101497.804688
Iteration 230Q: 30 clusters Score -1.560496e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 178292 members 
Mstep: Class 3 contains 49296 members 
Mstep: Class 4 contains 13521 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 9582 members 
Mstep: Class 7 contains 28916 members 
Mstep: Class 8 contains 5157 members 
Mstep: Class 9 contains 38908 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61842 members 
Mstep: Class 13 contains 95901 members 
Mstep: Class 14 contains 204085 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41482 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11440 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 12634 members 
Mstep: Class 22 contains 157965 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3107 members 
Mstep: Class 26 contains 17905 members 
Mstep: Class 27 contains 37172 members 
Mstep: Class 28 contains 216535 members 
Mstep: Class 29 contains 63888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049632.000000 Penalty: 101497.804688
Iteration 231Q: 30 clusters Score -1.560496e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 178289 members 
Mstep: Class 3 contains 49291 members 
Mstep: Class 4 contains 13521 members 
Mstep: Class 5 contains 4561 members 
Mstep: Class 6 contains 9579 members 
Mstep: Class 7 contains 28916 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 38910 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61835 members 
Mstep: Class 13 contains 95906 members 
Mstep: Class 14 contains 204075 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41508 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11440 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 12634 members 
Mstep: Class 22 contains 157963 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3105 members 
Mstep: Class 26 contains 17904 members 
Mstep: Class 27 contains 37175 members 
Mstep: Class 28 contains 216521 members 
Mstep: Class 29 contains 63886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049616.000000 Penalty: 101497.804688
Iteration 232Q: 30 clusters Score -1.560496e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 178283 members 
Mstep: Class 3 contains 49283 members 
Mstep: Class 4 contains 13525 members 
Mstep: Class 5 contains 4570 members 
Mstep: Class 6 contains 9577 members 
Mstep: Class 7 contains 28916 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 38914 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61834 members 
Mstep: Class 13 contains 95910 members 
Mstep: Class 14 contains 204067 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41534 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11439 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 12634 members 
Mstep: Class 22 contains 157960 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3104 members 
Mstep: Class 26 contains 17901 members 
Mstep: Class 27 contains 37176 members 
Mstep: Class 28 contains 216508 members 
Mstep: Class 29 contains 63885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049728.000000 Penalty: 101497.804688
Iteration 233Q: 30 clusters Score -1.560497e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 178280 members 
Mstep: Class 3 contains 49276 members 
Mstep: Class 4 contains 13528 members 
Mstep: Class 5 contains 4580 members 
Mstep: Class 6 contains 9571 members 
Mstep: Class 7 contains 28916 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 38916 members 
Mstep: Class 10 contains 13505 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61834 members 
Mstep: Class 13 contains 95914 members 
Mstep: Class 14 contains 204054 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41564 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11439 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 12634 members 
Mstep: Class 22 contains 157950 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3104 members 
Mstep: Class 26 contains 17898 members 
Mstep: Class 27 contains 37178 members 
Mstep: Class 28 contains 216493 members 
Mstep: Class 29 contains 63884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049712.000000 Penalty: 101497.804688
Iteration 234Q: 30 clusters Score -1.560497e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 178277 members 
Mstep: Class 3 contains 49265 members 
Mstep: Class 4 contains 13530 members 
Mstep: Class 5 contains 4596 members 
Mstep: Class 6 contains 9565 members 
Mstep: Class 7 contains 28914 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 38918 members 
Mstep: Class 10 contains 13506 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61834 members 
Mstep: Class 13 contains 95917 members 
Mstep: Class 14 contains 204038 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41585 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11440 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 12634 members 
Mstep: Class 22 contains 157950 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3105 members 
Mstep: Class 26 contains 17892 members 
Mstep: Class 27 contains 37180 members 
Mstep: Class 28 contains 216487 members 
Mstep: Class 29 contains 63881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049632.000000 Penalty: 101497.804688
Iteration 235Q: 30 clusters Score -1.560496e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 178269 members 
Mstep: Class 3 contains 49255 members 
Mstep: Class 4 contains 13532 members 
Mstep: Class 5 contains 4612 members 
Mstep: Class 6 contains 9562 members 
Mstep: Class 7 contains 28908 members 
Mstep: Class 8 contains 5169 members 
Mstep: Class 9 contains 38928 members 
Mstep: Class 10 contains 13507 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61832 members 
Mstep: Class 13 contains 95923 members 
Mstep: Class 14 contains 204022 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41607 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11440 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 12635 members 
Mstep: Class 22 contains 157949 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3105 members 
Mstep: Class 26 contains 17889 members 
Mstep: Class 27 contains 37185 members 
Mstep: Class 28 contains 216472 members 
Mstep: Class 29 contains 63878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049616.000000 Penalty: 101497.804688
Iteration 236Q: 30 clusters Score -1.560496e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 178264 members 
Mstep: Class 3 contains 49236 members 
Mstep: Class 4 contains 13535 members 
Mstep: Class 5 contains 4636 members 
Mstep: Class 6 contains 9560 members 
Mstep: Class 7 contains 28905 members 
Mstep: Class 8 contains 5175 members 
Mstep: Class 9 contains 38933 members 
Mstep: Class 10 contains 13507 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61833 members 
Mstep: Class 13 contains 95925 members 
Mstep: Class 14 contains 204011 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41621 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11440 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 12636 members 
Mstep: Class 22 contains 157951 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3105 members 
Mstep: Class 26 contains 17888 members 
Mstep: Class 27 contains 37189 members 
Mstep: Class 28 contains 216458 members 
Mstep: Class 29 contains 63876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049648.000000 Penalty: 101497.804688
Iteration 237Q: 30 clusters Score -1.560496e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 178253 members 
Mstep: Class 3 contains 49220 members 
Mstep: Class 4 contains 13538 members 
Mstep: Class 5 contains 4653 members 
Mstep: Class 6 contains 9557 members 
Mstep: Class 7 contains 28902 members 
Mstep: Class 8 contains 5182 members 
Mstep: Class 9 contains 38932 members 
Mstep: Class 10 contains 13507 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61835 members 
Mstep: Class 13 contains 95929 members 
Mstep: Class 14 contains 204000 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41639 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11441 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 157952 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3105 members 
Mstep: Class 26 contains 17887 members 
Mstep: Class 27 contains 37188 members 
Mstep: Class 28 contains 216450 members 
Mstep: Class 29 contains 63875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049728.000000 Penalty: 101497.804688
Iteration 238Q: 30 clusters Score -1.560497e+08 nChanged 125
Entering ConstructFrom: 
Score: -156049728.000000 Penalty: 101497.804688
Entering ConstructFrom: 
Trying to split cluster 1 (8252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Entering Unmasked Estep 
Score: -973248.312500 Penalty: 2236.516113
	Iteration 0F: 2 clusters Score -973248.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -966751.000000 Penalty: 4473.032227
	Iteration 0F: 3 clusters Score -966751 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -968632.125000 Penalty: 4473.032227
	Iteration 1F: 3 clusters Score -968632.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -968924.312500 Penalty: 4473.032227
	Iteration 2F: 3 clusters Score -968924.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -969124.250000 Penalty: 4473.032227
	Iteration 3F: 3 clusters Score -969124.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -969261.812500 Penalty: 4473.032227
	Iteration 4Q: 3 clusters Score -969261.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -969377.687500 Penalty: 4473.032227
	Iteration 5Q: 3 clusters Score -969377.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -969486.500000 Penalty: 4473.032227
	Iteration 6Q: 3 clusters Score -969486.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -969595.250000 Penalty: 4473.032227
	Iteration 7Q: 3 clusters Score -969595.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -969687.375000 Penalty: 4473.032227
	Iteration 8Q: 3 clusters Score -969687.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -969788.750000 Penalty: 4473.032227
	Iteration 9Q: 3 clusters Score -969788.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -969872.000000 Penalty: 4473.032227
	Iteration 10Q: 3 clusters Score -969872 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -969958.062500 Penalty: 4473.032227
	Iteration 11Q: 3 clusters Score -969958.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -970044.625000 Penalty: 4473.032227
	Iteration 12Q: 3 clusters Score -970044.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -970142.250000 Penalty: 4473.032227
	Iteration 13Q: 3 clusters Score -970142.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -970228.625000 Penalty: 4473.032227
	Iteration 14Q: 3 clusters Score -970228.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -970320.125000 Penalty: 4473.032227
	Iteration 15Q: 3 clusters Score -970320.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -970444.062500 Penalty: 4473.032227
	Iteration 16Q: 3 clusters Score -970444.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -970581.937500 Penalty: 4473.032227
	Iteration 17Q: 3 clusters Score -970581.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -970729.812500 Penalty: 4473.032227
	Iteration 18Q: 3 clusters Score -970729.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -970860.937500 Penalty: 4473.032227
	Iteration 19Q: 3 clusters Score -970860.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -970982.875000 Penalty: 4473.032227
	Iteration 20F: 3 clusters Score -970982.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -971094.312500 Penalty: 4473.032227
	Iteration 21Q: 3 clusters Score -971094.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -971181.625000 Penalty: 4473.032227
	Iteration 22Q: 3 clusters Score -971181.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -971247.687500 Penalty: 4473.032227
	Iteration 23Q: 3 clusters Score -971247.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -971286.625000 Penalty: 4473.032227
	Iteration 24Q: 3 clusters Score -971286.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -971318.875000 Penalty: 4473.032227
	Iteration 25Q: 3 clusters Score -971318.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -971341.750000 Penalty: 4473.032227
	Iteration 26Q: 3 clusters Score -971341.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -971359.812500 Penalty: 4473.032227
	Iteration 27Q: 3 clusters Score -971359.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -971383.312500 Penalty: 4473.032227
	Iteration 28Q: 3 clusters Score -971383.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -971391.687500 Penalty: 4473.032227
	Iteration 29Q: 3 clusters Score -971391.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -971396.250000 Penalty: 4473.032227
	Iteration 30Q: 3 clusters Score -971396.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -971402.750000 Penalty: 4473.032227
	Iteration 31Q: 3 clusters Score -971402.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -971405.812500 Penalty: 4473.032227
	Iteration 32Q: 3 clusters Score -971405.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -971407.937500 Penalty: 4473.032227
	Iteration 33Q: 3 clusters Score -971407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -971411.250000 Penalty: 4473.032227
	Iteration 34Q: 3 clusters Score -971411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -971412.625000 Penalty: 4473.032227
	Iteration 35Q: 3 clusters Score -971412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -971412.937500 Penalty: 4473.032227
	Iteration 36Q: 3 clusters Score -971412.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -971413.312500 Penalty: 4473.032227
	Iteration 37Q: 3 clusters Score -971413.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -971414.000000 Penalty: 4473.032227
	Iteration 38Q: 3 clusters Score -971414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -971415.812500 Penalty: 4473.032227
	Iteration 39Q: 3 clusters Score -971415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -971419.687500 Penalty: 4473.032227
	Iteration 40F: 3 clusters Score -971419.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -971424.500000 Penalty: 4473.032227
	Iteration 41Q: 3 clusters Score -971424.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -971428.000000 Penalty: 4473.032227
	Iteration 42Q: 3 clusters Score -971428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -971431.812500 Penalty: 4473.032227
	Iteration 43Q: 3 clusters Score -971431.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -971433.812500 Penalty: 4473.032227
	Iteration 44Q: 3 clusters Score -971433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -971438.375000 Penalty: 4473.032227
	Iteration 45Q: 3 clusters Score -971438.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -971445.250000 Penalty: 4473.032227
	Iteration 46Q: 3 clusters Score -971445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -971449.312500 Penalty: 4473.032227
	Iteration 47Q: 3 clusters Score -971449.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -971453.000000 Penalty: 4473.032227
	Iteration 48Q: 3 clusters Score -971453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -971455.562500 Penalty: 4473.032227
	Iteration 49Q: 3 clusters Score -971455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -971461.687500 Penalty: 4473.032227
	Iteration 50Q: 3 clusters Score -971461.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -971465.125000 Penalty: 4473.032227
	Iteration 51Q: 3 clusters Score -971465.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -971474.687500 Penalty: 4473.032227
	Iteration 52Q: 3 clusters Score -971474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -971477.437500 Penalty: 4473.032227
	Iteration 53Q: 3 clusters Score -971477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -971476.750000 Penalty: 4473.032227
	Iteration 54Q: 3 clusters Score -971476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -971476.750000 Penalty: 4473.032227
	Iteration 55F: 3 clusters Score -971476.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (178244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178244 members 
Entering Unmasked Estep 
Score: -21316870.000000 Penalty: 2998.545410
	Iteration 0F: 2 clusters Score -2.131687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89440 members 
Mstep: Class 2 contains 88804 members 
Entering Unmasked Estep 
Score: -21205440.000000 Penalty: 5997.090820
	Iteration 0F: 3 clusters Score -2.120544e+07 nChanged 85553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95607 members 
Mstep: Class 2 contains 82637 members 
Entering Unmasked Estep 
Score: -21256824.000000 Penalty: 5997.090820
	Iteration 1F: 3 clusters Score -2.125682e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 78611 members 
Entering Unmasked Estep 
Score: -21259182.000000 Penalty: 5997.090820
	Iteration 2Q: 3 clusters Score -2.125918e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105880 members 
Mstep: Class 2 contains 72364 members 
Entering Unmasked Estep 
Score: -21262976.000000 Penalty: 5997.090820
	Iteration 3Q: 3 clusters Score -2.126298e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114854 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -21269550.000000 Penalty: 5997.090820
	Iteration 4F: 3 clusters Score -2.126955e+07 nChanged 13781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126665 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -21280170.000000 Penalty: 5997.090820
	Iteration 5F: 3 clusters Score -2.128017e+07 nChanged 14767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139822 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -21293502.000000 Penalty: 5997.090820
	Iteration 6F: 3 clusters Score -2.12935e+07 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151468 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -21304896.000000 Penalty: 5997.090820
	Iteration 7F: 3 clusters Score -2.13049e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159971 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -21311000.000000 Penalty: 5997.090820
	Iteration 8F: 3 clusters Score -2.1311e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165334 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -21313812.000000 Penalty: 5997.090820
	Iteration 9Q: 3 clusters Score -2.131381e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168427 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -21314958.000000 Penalty: 5997.090820
	Iteration 10Q: 3 clusters Score -2.131496e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170234 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -21315414.000000 Penalty: 5997.090820
	Iteration 11Q: 3 clusters Score -2.131541e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171408 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -21315656.000000 Penalty: 5997.090820
	Iteration 12Q: 3 clusters Score -2.131566e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172260 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -21315678.000000 Penalty: 5997.090820
	Iteration 13Q: 3 clusters Score -2.131568e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172870 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -21315748.000000 Penalty: 5997.090820
	Iteration 14Q: 3 clusters Score -2.131575e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173343 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -21315736.000000 Penalty: 5997.090820
	Iteration 15Q: 3 clusters Score -2.131574e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -21315698.000000 Penalty: 5997.090820
	Iteration 16Q: 3 clusters Score -2.13157e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174039 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -21315714.000000 Penalty: 5997.090820
	Iteration 17Q: 3 clusters Score -2.131571e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174297 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -21315640.000000 Penalty: 5997.090820
	Iteration 18Q: 3 clusters Score -2.131564e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174520 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -21315624.000000 Penalty: 5997.090820
	Iteration 19Q: 3 clusters Score -2.131562e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174701 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -21315596.000000 Penalty: 5997.090820
	Iteration 20F: 3 clusters Score -2.13156e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174853 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -21315518.000000 Penalty: 5997.090820
	Iteration 21Q: 3 clusters Score -2.131552e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174979 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -21315570.000000 Penalty: 5997.090820
	Iteration 22Q: 3 clusters Score -2.131557e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175071 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -21315548.000000 Penalty: 5997.090820
	Iteration 23Q: 3 clusters Score -2.131555e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175149 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -21315530.000000 Penalty: 5997.090820
	Iteration 24Q: 3 clusters Score -2.131553e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175220 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -21315542.000000 Penalty: 5997.090820
	Iteration 25Q: 3 clusters Score -2.131554e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175275 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -21315548.000000 Penalty: 5997.090820
	Iteration 26Q: 3 clusters Score -2.131555e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175332 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -21315500.000000 Penalty: 5997.090820
	Iteration 27Q: 3 clusters Score -2.13155e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175382 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -21315528.000000 Penalty: 5997.090820
	Iteration 28Q: 3 clusters Score -2.131553e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175421 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -21315530.000000 Penalty: 5997.090820
	Iteration 29Q: 3 clusters Score -2.131553e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175460 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -21315524.000000 Penalty: 5997.090820
	Iteration 30Q: 3 clusters Score -2.131552e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175499 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -21315532.000000 Penalty: 5997.090820
	Iteration 31Q: 3 clusters Score -2.131553e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175530 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -21315526.000000 Penalty: 5997.090820
	Iteration 32Q: 3 clusters Score -2.131553e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175574 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -21315540.000000 Penalty: 5997.090820
	Iteration 33Q: 3 clusters Score -2.131554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175591 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -21315534.000000 Penalty: 5997.090820
	Iteration 34Q: 3 clusters Score -2.131553e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175614 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -21315546.000000 Penalty: 5997.090820
	Iteration 35Q: 3 clusters Score -2.131555e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175640 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -21315522.000000 Penalty: 5997.090820
	Iteration 36Q: 3 clusters Score -2.131552e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175663 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -21315514.000000 Penalty: 5997.090820
	Iteration 37Q: 3 clusters Score -2.131551e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175683 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -21315492.000000 Penalty: 5997.090820
	Iteration 38Q: 3 clusters Score -2.131549e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175701 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -21315496.000000 Penalty: 5997.090820
	Iteration 39Q: 3 clusters Score -2.13155e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175719 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -21315468.000000 Penalty: 5997.090820
	Iteration 40F: 3 clusters Score -2.131547e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175733 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -21315454.000000 Penalty: 5997.090820
	Iteration 41Q: 3 clusters Score -2.131545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175743 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -21315474.000000 Penalty: 5997.090820
	Iteration 42Q: 3 clusters Score -2.131547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175748 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -21315468.000000 Penalty: 5997.090820
	Iteration 43Q: 3 clusters Score -2.131547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175759 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -21315470.000000 Penalty: 5997.090820
	Iteration 44Q: 3 clusters Score -2.131547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175767 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -21315456.000000 Penalty: 5997.090820
	Iteration 45Q: 3 clusters Score -2.131546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175772 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -21315450.000000 Penalty: 5997.090820
	Iteration 46Q: 3 clusters Score -2.131545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175781 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -21315468.000000 Penalty: 5997.090820
	Iteration 47Q: 3 clusters Score -2.131547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175792 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -21315468.000000 Penalty: 5997.090820
	Iteration 48Q: 3 clusters Score -2.131547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175802 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -21315480.000000 Penalty: 5997.090820
	Iteration 49Q: 3 clusters Score -2.131548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175810 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -21315460.000000 Penalty: 5997.090820
	Iteration 50Q: 3 clusters Score -2.131546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175821 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -21315468.000000 Penalty: 5997.090820
	Iteration 51Q: 3 clusters Score -2.131547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175831 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -21315474.000000 Penalty: 5997.090820
	Iteration 52Q: 3 clusters Score -2.131547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175846 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -21315454.000000 Penalty: 5997.090820
	Iteration 53Q: 3 clusters Score -2.131545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175861 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -21315452.000000 Penalty: 5997.090820
	Iteration 54Q: 3 clusters Score -2.131545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175868 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -21315450.000000 Penalty: 5997.090820
	Iteration 55Q: 3 clusters Score -2.131545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175876 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -21315450.000000 Penalty: 5997.090820
	Iteration 56Q: 3 clusters Score -2.131545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175884 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -21315422.000000 Penalty: 5997.090820
	Iteration 57Q: 3 clusters Score -2.131542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175892 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -21315412.000000 Penalty: 5997.090820
	Iteration 58Q: 3 clusters Score -2.131541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175900 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -21315410.000000 Penalty: 5997.090820
	Iteration 59Q: 3 clusters Score -2.131541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175905 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -21315412.000000 Penalty: 5997.090820
	Iteration 60F: 3 clusters Score -2.131541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175908 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -21315412.000000 Penalty: 5997.090820
	Iteration 61Q: 3 clusters Score -2.131541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175913 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -21315420.000000 Penalty: 5997.090820
	Iteration 62Q: 3 clusters Score -2.131542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175924 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -21315430.000000 Penalty: 5997.090820
	Iteration 63Q: 3 clusters Score -2.131543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175933 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -21315436.000000 Penalty: 5997.090820
	Iteration 64Q: 3 clusters Score -2.131544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175944 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -21315434.000000 Penalty: 5997.090820
	Iteration 65Q: 3 clusters Score -2.131543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175946 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -21315436.000000 Penalty: 5997.090820
	Iteration 66Q: 3 clusters Score -2.131544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175951 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -21315428.000000 Penalty: 5997.090820
	Iteration 67Q: 3 clusters Score -2.131543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175955 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -21315434.000000 Penalty: 5997.090820
	Iteration 68Q: 3 clusters Score -2.131543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175959 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -21315424.000000 Penalty: 5997.090820
	Iteration 69Q: 3 clusters Score -2.131542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175961 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -21315428.000000 Penalty: 5997.090820
	Iteration 70Q: 3 clusters Score -2.131543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175962 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -21315424.000000 Penalty: 5997.090820
	Iteration 71Q: 3 clusters Score -2.131542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175963 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -21315428.000000 Penalty: 5997.090820
	Iteration 72Q: 3 clusters Score -2.131543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175963 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -21315428.000000 Penalty: 5997.090820
	Iteration 73F: 3 clusters Score -2.131543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Entering Unmasked Estep 
Score: -5831188.000000 Penalty: 2679.350342
	Iteration 0F: 2 clusters Score -5831188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -5797971.500000 Penalty: 5358.700684
	Iteration 0F: 3 clusters Score -5797972 nChanged 22684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -5810647.500000 Penalty: 5358.700684
	Iteration 1F: 3 clusters Score -5810648 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -5811315.500000 Penalty: 5358.700684
	Iteration 2Q: 3 clusters Score -5811316 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -5812185.000000 Penalty: 5358.700684
	Iteration 3Q: 3 clusters Score -5812185 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -5813353.500000 Penalty: 5358.700684
	Iteration 4F: 3 clusters Score -5813354 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -5815303.500000 Penalty: 5358.700684
	Iteration 5F: 3 clusters Score -5815304 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -5817775.500000 Penalty: 5358.700684
	Iteration 6F: 3 clusters Score -5817776 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -5820529.500000 Penalty: 5358.700684
	Iteration 7F: 3 clusters Score -5820530 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -5823055.500000 Penalty: 5358.700684
	Iteration 8F: 3 clusters Score -5823056 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -5824895.000000 Penalty: 5358.700684
	Iteration 9Q: 3 clusters Score -5824895 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -5825974.500000 Penalty: 5358.700684
	Iteration 10Q: 3 clusters Score -5825974 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -5826696.500000 Penalty: 5358.700684
	Iteration 11Q: 3 clusters Score -5826696 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -5827075.000000 Penalty: 5358.700684
	Iteration 12Q: 3 clusters Score -5827075 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -5827369.000000 Penalty: 5358.700684
	Iteration 13Q: 3 clusters Score -5827369 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -5827581.500000 Penalty: 5358.700684
	Iteration 14Q: 3 clusters Score -5827582 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -5827779.500000 Penalty: 5358.700684
	Iteration 15Q: 3 clusters Score -5827780 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -5827912.500000 Penalty: 5358.700684
	Iteration 16Q: 3 clusters Score -5827912 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -5828045.500000 Penalty: 5358.700684
	Iteration 17Q: 3 clusters Score -5828046 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -5828169.500000 Penalty: 5358.700684
	Iteration 18Q: 3 clusters Score -5828170 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -5828294.500000 Penalty: 5358.700684
	Iteration 19Q: 3 clusters Score -5828294 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -5828360.500000 Penalty: 5358.700684
	Iteration 20F: 3 clusters Score -5828360 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -5828438.000000 Penalty: 5358.700684
	Iteration 21Q: 3 clusters Score -5828438 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -5828517.500000 Penalty: 5358.700684
	Iteration 22Q: 3 clusters Score -5828518 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -5828591.500000 Penalty: 5358.700684
	Iteration 23Q: 3 clusters Score -5828592 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -5828662.500000 Penalty: 5358.700684
	Iteration 24Q: 3 clusters Score -5828662 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -5828708.000000 Penalty: 5358.700684
	Iteration 25Q: 3 clusters Score -5828708 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -5828773.000000 Penalty: 5358.700684
	Iteration 26Q: 3 clusters Score -5828773 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -5828810.500000 Penalty: 5358.700684
	Iteration 27Q: 3 clusters Score -5828810 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -5828852.500000 Penalty: 5358.700684
	Iteration 28Q: 3 clusters Score -5828852 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -5828892.500000 Penalty: 5358.700684
	Iteration 29Q: 3 clusters Score -5828892 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -5828942.000000 Penalty: 5358.700684
	Iteration 30Q: 3 clusters Score -5828942 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -5828999.000000 Penalty: 5358.700684
	Iteration 31Q: 3 clusters Score -5828999 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -5829030.500000 Penalty: 5358.700684
	Iteration 32Q: 3 clusters Score -5829030 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -5829060.500000 Penalty: 5358.700684
	Iteration 33Q: 3 clusters Score -5829060 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -5829073.500000 Penalty: 5358.700684
	Iteration 34Q: 3 clusters Score -5829074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -5829096.500000 Penalty: 5358.700684
	Iteration 35Q: 3 clusters Score -5829096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -5829118.500000 Penalty: 5358.700684
	Iteration 36Q: 3 clusters Score -5829118 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -5829138.000000 Penalty: 5358.700684
	Iteration 37Q: 3 clusters Score -5829138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -5829156.000000 Penalty: 5358.700684
	Iteration 38Q: 3 clusters Score -5829156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -5829169.500000 Penalty: 5358.700684
	Iteration 39Q: 3 clusters Score -5829170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -5829197.500000 Penalty: 5358.700684
	Iteration 40F: 3 clusters Score -5829198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -5829202.000000 Penalty: 5358.700684
	Iteration 41Q: 3 clusters Score -5829202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -5829216.000000 Penalty: 5358.700684
	Iteration 42Q: 3 clusters Score -5829216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -5829233.500000 Penalty: 5358.700684
	Iteration 43Q: 3 clusters Score -5829234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -5829235.500000 Penalty: 5358.700684
	Iteration 44Q: 3 clusters Score -5829236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -5829235.000000 Penalty: 5358.700684
	Iteration 45Q: 3 clusters Score -5829235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -5829249.000000 Penalty: 5358.700684
	Iteration 46Q: 3 clusters Score -5829249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -5829253.000000 Penalty: 5358.700684
	Iteration 47Q: 3 clusters Score -5829253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -5829260.000000 Penalty: 5358.700684
	Iteration 48Q: 3 clusters Score -5829260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -5829270.000000 Penalty: 5358.700684
	Iteration 49Q: 3 clusters Score -5829270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -5829271.500000 Penalty: 5358.700684
	Iteration 50Q: 3 clusters Score -5829272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -5829289.000000 Penalty: 5358.700684
	Iteration 51Q: 3 clusters Score -5829289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -5829291.500000 Penalty: 5358.700684
	Iteration 52Q: 3 clusters Score -5829292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -5829298.500000 Penalty: 5358.700684
	Iteration 53Q: 3 clusters Score -5829298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -5829312.500000 Penalty: 5358.700684
	Iteration 54Q: 3 clusters Score -5829312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -5829311.000000 Penalty: 5358.700684
	Iteration 55Q: 3 clusters Score -5829311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -5829312.000000 Penalty: 5358.700684
	Iteration 56Q: 3 clusters Score -5829312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -5829315.000000 Penalty: 5358.700684
	Iteration 57Q: 3 clusters Score -5829315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -5829310.500000 Penalty: 5358.700684
	Iteration 58Q: 3 clusters Score -5829310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -5829312.000000 Penalty: 5358.700684
	Iteration 59Q: 3 clusters Score -5829312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -5829317.500000 Penalty: 5358.700684
	Iteration 60F: 3 clusters Score -5829318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -5829318.000000 Penalty: 5358.700684
	Iteration 61Q: 3 clusters Score -5829318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -5829318.000000 Penalty: 5358.700684
	Iteration 62F: 3 clusters Score -5829318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Entering Unmasked Estep 
Score: -1588277.625000 Penalty: 2359.287598
	Iteration 0F: 2 clusters Score -1588278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1578410.500000 Penalty: 4718.575195
	Iteration 0F: 3 clusters Score -1578410 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1581545.875000 Penalty: 4718.575195
	Iteration 1F: 3 clusters Score -1581546 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1581861.625000 Penalty: 4718.575195
	Iteration 2F: 3 clusters Score -1581862 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1582088.375000 Penalty: 4718.575195
	Iteration 3Q: 3 clusters Score -1582088 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1582271.250000 Penalty: 4718.575195
	Iteration 4Q: 3 clusters Score -1582271 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1582439.750000 Penalty: 4718.575195
	Iteration 5Q: 3 clusters Score -1582440 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1582642.875000 Penalty: 4718.575195
	Iteration 6Q: 3 clusters Score -1582643 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1582874.000000 Penalty: 4718.575195
	Iteration 7Q: 3 clusters Score -1582874 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1583175.375000 Penalty: 4718.575195
	Iteration 8Q: 3 clusters Score -1583175 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1583580.500000 Penalty: 4718.575195
	Iteration 9Q: 3 clusters Score -1583580 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1584075.750000 Penalty: 4718.575195
	Iteration 10F: 3 clusters Score -1584076 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1584615.875000 Penalty: 4718.575195
	Iteration 11F: 3 clusters Score -1584616 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1585089.625000 Penalty: 4718.575195
	Iteration 12Q: 3 clusters Score -1585090 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1585468.250000 Penalty: 4718.575195
	Iteration 13Q: 3 clusters Score -1585468 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1585725.250000 Penalty: 4718.575195
	Iteration 14Q: 3 clusters Score -1585725 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1585944.875000 Penalty: 4718.575195
	Iteration 15Q: 3 clusters Score -1585945 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1586069.875000 Penalty: 4718.575195
	Iteration 16Q: 3 clusters Score -1586070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1586130.125000 Penalty: 4718.575195
	Iteration 17Q: 3 clusters Score -1586130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1586175.125000 Penalty: 4718.575195
	Iteration 18Q: 3 clusters Score -1586175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1586205.875000 Penalty: 4718.575195
	Iteration 19Q: 3 clusters Score -1586206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1586228.000000 Penalty: 4718.575195
	Iteration 20F: 3 clusters Score -1586228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1586246.500000 Penalty: 4718.575195
	Iteration 21Q: 3 clusters Score -1586246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1586262.750000 Penalty: 4718.575195
	Iteration 22Q: 3 clusters Score -1586263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1586275.750000 Penalty: 4718.575195
	Iteration 23Q: 3 clusters Score -1586276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1586284.250000 Penalty: 4718.575195
	Iteration 24Q: 3 clusters Score -1586284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1586289.500000 Penalty: 4718.575195
	Iteration 25Q: 3 clusters Score -1586290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1586294.500000 Penalty: 4718.575195
	Iteration 26Q: 3 clusters Score -1586294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1586296.500000 Penalty: 4718.575195
	Iteration 27Q: 3 clusters Score -1586296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1586300.000000 Penalty: 4718.575195
	Iteration 28Q: 3 clusters Score -1586300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1586299.250000 Penalty: 4718.575195
	Iteration 29Q: 3 clusters Score -1586299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1586300.750000 Penalty: 4718.575195
	Iteration 30Q: 3 clusters Score -1586301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1586302.750000 Penalty: 4718.575195
	Iteration 31Q: 3 clusters Score -1586303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1586302.750000 Penalty: 4718.575195
	Iteration 32F: 3 clusters Score -1586303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -524157.187500 Penalty: 2094.639404
	Iteration 0F: 2 clusters Score -524157.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -519862.468750 Penalty: 4189.278809
	Iteration 0F: 3 clusters Score -519862.5 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -520903.062500 Penalty: 4189.278809
	Iteration 1F: 3 clusters Score -520903.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -521199.656250 Penalty: 4189.278809
	Iteration 2F: 3 clusters Score -521199.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -521420.125000 Penalty: 4189.278809
	Iteration 3F: 3 clusters Score -521420.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -521607.718750 Penalty: 4189.278809
	Iteration 4F: 3 clusters Score -521607.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -521750.812500 Penalty: 4189.278809
	Iteration 5Q: 3 clusters Score -521750.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -521846.687500 Penalty: 4189.278809
	Iteration 6Q: 3 clusters Score -521846.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -521948.343750 Penalty: 4189.278809
	Iteration 7Q: 3 clusters Score -521948.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -522044.625000 Penalty: 4189.278809
	Iteration 8Q: 3 clusters Score -522044.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -522140.843750 Penalty: 4189.278809
	Iteration 9Q: 3 clusters Score -522140.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -522213.968750 Penalty: 4189.278809
	Iteration 10Q: 3 clusters Score -522214 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -522282.875000 Penalty: 4189.278809
	Iteration 11Q: 3 clusters Score -522282.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -522345.593750 Penalty: 4189.278809
	Iteration 12Q: 3 clusters Score -522345.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -522393.781250 Penalty: 4189.278809
	Iteration 13Q: 3 clusters Score -522393.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -522450.000000 Penalty: 4189.278809
	Iteration 14Q: 3 clusters Score -522450 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -522512.250000 Penalty: 4189.278809
	Iteration 15Q: 3 clusters Score -522512.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -522570.593750 Penalty: 4189.278809
	Iteration 16Q: 3 clusters Score -522570.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -522630.687500 Penalty: 4189.278809
	Iteration 17Q: 3 clusters Score -522630.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -522686.843750 Penalty: 4189.278809
	Iteration 18Q: 3 clusters Score -522686.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -522729.812500 Penalty: 4189.278809
	Iteration 19Q: 3 clusters Score -522729.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -522775.968750 Penalty: 4189.278809
	Iteration 20F: 3 clusters Score -522776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -522817.968750 Penalty: 4189.278809
	Iteration 21Q: 3 clusters Score -522818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -522866.187500 Penalty: 4189.278809
	Iteration 22Q: 3 clusters Score -522866.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -522918.000000 Penalty: 4189.278809
	Iteration 23Q: 3 clusters Score -522918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -522954.031250 Penalty: 4189.278809
	Iteration 24Q: 3 clusters Score -522954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -522977.812500 Penalty: 4189.278809
	Iteration 25Q: 3 clusters Score -522977.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -522997.562500 Penalty: 4189.278809
	Iteration 26Q: 3 clusters Score -522997.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -523011.562500 Penalty: 4189.278809
	Iteration 27Q: 3 clusters Score -523011.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -523022.937500 Penalty: 4189.278809
	Iteration 28Q: 3 clusters Score -523022.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -523029.593750 Penalty: 4189.278809
	Iteration 29Q: 3 clusters Score -523029.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -523034.500000 Penalty: 4189.278809
	Iteration 30Q: 3 clusters Score -523034.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -523039.218750 Penalty: 4189.278809
	Iteration 31Q: 3 clusters Score -523039.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -523044.000000 Penalty: 4189.278809
	Iteration 32Q: 3 clusters Score -523044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -523048.812500 Penalty: 4189.278809
	Iteration 33Q: 3 clusters Score -523048.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -523054.843750 Penalty: 4189.278809
	Iteration 34Q: 3 clusters Score -523054.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -523057.531250 Penalty: 4189.278809
	Iteration 35Q: 3 clusters Score -523057.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -523059.187500 Penalty: 4189.278809
	Iteration 36Q: 3 clusters Score -523059.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -523061.843750 Penalty: 4189.278809
	Iteration 37Q: 3 clusters Score -523061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -523062.843750 Penalty: 4189.278809
	Iteration 38Q: 3 clusters Score -523062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -523064.468750 Penalty: 4189.278809
	Iteration 39Q: 3 clusters Score -523064.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -523065.187500 Penalty: 4189.278809
	Iteration 40F: 3 clusters Score -523065.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Entering Unmasked Estep 
Score: -1042940.562500 Penalty: 2272.979004
	Iteration 0F: 2 clusters Score -1042941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1035550.312500 Penalty: 4545.958008
	Iteration 0F: 3 clusters Score -1035550 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1037819.312500 Penalty: 4545.958008
	Iteration 1F: 3 clusters Score -1037819 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1038335.875000 Penalty: 4545.958008
	Iteration 2F: 3 clusters Score -1038336 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1038780.125000 Penalty: 4545.958008
	Iteration 3F: 3 clusters Score -1038780 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1039191.062500 Penalty: 4545.958008
	Iteration 4F: 3 clusters Score -1039191 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1039612.062500 Penalty: 4545.958008
	Iteration 5F: 3 clusters Score -1039612 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1040010.312500 Penalty: 4545.958008
	Iteration 6F: 3 clusters Score -1040010 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1040368.750000 Penalty: 4545.958008
	Iteration 7Q: 3 clusters Score -1040369 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1040667.625000 Penalty: 4545.958008
	Iteration 8Q: 3 clusters Score -1040668 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1040881.125000 Penalty: 4545.958008
	Iteration 9Q: 3 clusters Score -1040881 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1041050.562500 Penalty: 4545.958008
	Iteration 10Q: 3 clusters Score -1041051 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1041170.687500 Penalty: 4545.958008
	Iteration 11Q: 3 clusters Score -1041171 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1041281.750000 Penalty: 4545.958008
	Iteration 12Q: 3 clusters Score -1041282 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1041359.937500 Penalty: 4545.958008
	Iteration 13Q: 3 clusters Score -1041360 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1041409.562500 Penalty: 4545.958008
	Iteration 14Q: 3 clusters Score -1041410 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1041435.250000 Penalty: 4545.958008
	Iteration 15Q: 3 clusters Score -1041435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1041460.687500 Penalty: 4545.958008
	Iteration 16Q: 3 clusters Score -1041461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1041478.187500 Penalty: 4545.958008
	Iteration 17Q: 3 clusters Score -1041478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1041487.625000 Penalty: 4545.958008
	Iteration 18Q: 3 clusters Score -1041488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1041492.562500 Penalty: 4545.958008
	Iteration 19Q: 3 clusters Score -1041493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1041502.125000 Penalty: 4545.958008
	Iteration 20F: 3 clusters Score -1041502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1041508.812500 Penalty: 4545.958008
	Iteration 21Q: 3 clusters Score -1041509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1041522.375000 Penalty: 4545.958008
	Iteration 22Q: 3 clusters Score -1041522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1041537.875000 Penalty: 4545.958008
	Iteration 23Q: 3 clusters Score -1041538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1041549.562500 Penalty: 4545.958008
	Iteration 24Q: 3 clusters Score -1041550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1041568.250000 Penalty: 4545.958008
	Iteration 25Q: 3 clusters Score -1041568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1041585.875000 Penalty: 4545.958008
	Iteration 26Q: 3 clusters Score -1041586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1041607.125000 Penalty: 4545.958008
	Iteration 27Q: 3 clusters Score -1041607 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1041622.562500 Penalty: 4545.958008
	Iteration 28Q: 3 clusters Score -1041623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1041640.125000 Penalty: 4545.958008
	Iteration 29Q: 3 clusters Score -1041640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1041651.312500 Penalty: 4545.958008
	Iteration 30Q: 3 clusters Score -1041651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1041656.000000 Penalty: 4545.958008
	Iteration 31Q: 3 clusters Score -1041656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1041667.062500 Penalty: 4545.958008
	Iteration 32Q: 3 clusters Score -1041667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1041670.750000 Penalty: 4545.958008
	Iteration 33Q: 3 clusters Score -1041671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1041675.875000 Penalty: 4545.958008
	Iteration 34Q: 3 clusters Score -1041676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1041675.125000 Penalty: 4545.958008
	Iteration 35Q: 3 clusters Score -1041675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1041678.000000 Penalty: 4545.958008
	Iteration 36Q: 3 clusters Score -1041678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1041681.437500 Penalty: 4545.958008
	Iteration 37Q: 3 clusters Score -1041681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1041681.875000 Penalty: 4545.958008
	Iteration 38Q: 3 clusters Score -1041682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1041683.937500 Penalty: 4545.958008
	Iteration 39Q: 3 clusters Score -1041684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1041683.375000 Penalty: 4545.958008
	Iteration 40F: 3 clusters Score -1041683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1041683.437500 Penalty: 4545.958008
	Iteration 41Q: 3 clusters Score -1041683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1041686.062500 Penalty: 4545.958008
	Iteration 42Q: 3 clusters Score -1041686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1041686.000000 Penalty: 4545.958008
	Iteration 43Q: 3 clusters Score -1041686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1041688.937500 Penalty: 4545.958008
	Iteration 44Q: 3 clusters Score -1041689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1041689.250000 Penalty: 4545.958008
	Iteration 45Q: 3 clusters Score -1041689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1041690.187500 Penalty: 4545.958008
	Iteration 46Q: 3 clusters Score -1041690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1041692.937500 Penalty: 4545.958008
	Iteration 47Q: 3 clusters Score -1041693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1041693.687500 Penalty: 4545.958008
	Iteration 48Q: 3 clusters Score -1041694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1041692.187500 Penalty: 4545.958008
	Iteration 49Q: 3 clusters Score -1041692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1041698.562500 Penalty: 4545.958008
	Iteration 50Q: 3 clusters Score -1041699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1041697.875000 Penalty: 4545.958008
	Iteration 51Q: 3 clusters Score -1041698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1041701.625000 Penalty: 4545.958008
	Iteration 52Q: 3 clusters Score -1041702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1041700.500000 Penalty: 4545.958008
	Iteration 53Q: 3 clusters Score -1041700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1041701.937500 Penalty: 4545.958008
	Iteration 54Q: 3 clusters Score -1041702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1041704.562500 Penalty: 4545.958008
	Iteration 55Q: 3 clusters Score -1041705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1041707.375000 Penalty: 4545.958008
	Iteration 56Q: 3 clusters Score -1041707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1041707.375000 Penalty: 4545.958008
	Iteration 57F: 3 clusters Score -1041707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Entering Unmasked Estep 
Score: -3317002.000000 Penalty: 2547.355957
	Iteration 0F: 2 clusters Score -3317002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3297296.500000 Penalty: 5094.711914
	Iteration 0F: 3 clusters Score -3297296 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3305145.500000 Penalty: 5094.711914
	Iteration 1F: 3 clusters Score -3305146 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3307055.250000 Penalty: 5094.711914
	Iteration 2F: 3 clusters Score -3307055 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3309379.000000 Penalty: 5094.711914
	Iteration 3F: 3 clusters Score -3309379 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -3311414.750000 Penalty: 5094.711914
	Iteration 4F: 3 clusters Score -3311415 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3312777.500000 Penalty: 5094.711914
	Iteration 5F: 3 clusters Score -3312778 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -3313505.000000 Penalty: 5094.711914
	Iteration 6Q: 3 clusters Score -3313505 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -3313947.000000 Penalty: 5094.711914
	Iteration 7Q: 3 clusters Score -3313947 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -3314205.000000 Penalty: 5094.711914
	Iteration 8Q: 3 clusters Score -3314205 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3314374.250000 Penalty: 5094.711914
	Iteration 9Q: 3 clusters Score -3314374 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3314511.000000 Penalty: 5094.711914
	Iteration 10Q: 3 clusters Score -3314511 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3314682.750000 Penalty: 5094.711914
	Iteration 11Q: 3 clusters Score -3314683 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3314840.500000 Penalty: 5094.711914
	Iteration 12Q: 3 clusters Score -3314840 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3315003.750000 Penalty: 5094.711914
	Iteration 13Q: 3 clusters Score -3315004 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3315168.500000 Penalty: 5094.711914
	Iteration 14Q: 3 clusters Score -3315168 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3315368.750000 Penalty: 5094.711914
	Iteration 15Q: 3 clusters Score -3315369 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3315572.000000 Penalty: 5094.711914
	Iteration 16Q: 3 clusters Score -3315572 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3315793.000000 Penalty: 5094.711914
	Iteration 17Q: 3 clusters Score -3315793 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3315964.000000 Penalty: 5094.711914
	Iteration 18Q: 3 clusters Score -3315964 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3316114.500000 Penalty: 5094.711914
	Iteration 19Q: 3 clusters Score -3316114 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3316199.500000 Penalty: 5094.711914
	Iteration 20F: 3 clusters Score -3316200 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3316247.000000 Penalty: 5094.711914
	Iteration 21Q: 3 clusters Score -3316247 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3316275.250000 Penalty: 5094.711914
	Iteration 22Q: 3 clusters Score -3316275 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -3316294.250000 Penalty: 5094.711914
	Iteration 23Q: 3 clusters Score -3316294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3316307.750000 Penalty: 5094.711914
	Iteration 24Q: 3 clusters Score -3316308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -3316318.000000 Penalty: 5094.711914
	Iteration 25Q: 3 clusters Score -3316318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3316337.750000 Penalty: 5094.711914
	Iteration 26Q: 3 clusters Score -3316338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3316350.750000 Penalty: 5094.711914
	Iteration 27Q: 3 clusters Score -3316351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -3316360.750000 Penalty: 5094.711914
	Iteration 28Q: 3 clusters Score -3316361 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3316372.250000 Penalty: 5094.711914
	Iteration 29Q: 3 clusters Score -3316372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3316387.750000 Penalty: 5094.711914
	Iteration 30Q: 3 clusters Score -3316388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3316393.750000 Penalty: 5094.711914
	Iteration 31Q: 3 clusters Score -3316394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3316396.500000 Penalty: 5094.711914
	Iteration 32Q: 3 clusters Score -3316396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3316400.750000 Penalty: 5094.711914
	Iteration 33Q: 3 clusters Score -3316401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3316408.000000 Penalty: 5094.711914
	Iteration 34Q: 3 clusters Score -3316408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3316414.750000 Penalty: 5094.711914
	Iteration 35Q: 3 clusters Score -3316415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3316416.000000 Penalty: 5094.711914
	Iteration 36Q: 3 clusters Score -3316416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3316420.750000 Penalty: 5094.711914
	Iteration 37Q: 3 clusters Score -3316421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3316425.500000 Penalty: 5094.711914
	Iteration 38Q: 3 clusters Score -3316426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3316427.250000 Penalty: 5094.711914
	Iteration 39Q: 3 clusters Score -3316427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3316422.500000 Penalty: 5094.711914
	Iteration 40F: 3 clusters Score -3316422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3316425.000000 Penalty: 5094.711914
	Iteration 41Q: 3 clusters Score -3316425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3316435.500000 Penalty: 5094.711914
	Iteration 42Q: 3 clusters Score -3316436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -3316437.750000 Penalty: 5094.711914
	Iteration 43Q: 3 clusters Score -3316438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -3316442.750000 Penalty: 5094.711914
	Iteration 44Q: 3 clusters Score -3316443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -3316454.000000 Penalty: 5094.711914
	Iteration 45Q: 3 clusters Score -3316454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3316450.500000 Penalty: 5094.711914
	Iteration 46Q: 3 clusters Score -3316450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3316448.500000 Penalty: 5094.711914
	Iteration 47Q: 3 clusters Score -3316448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3316449.000000 Penalty: 5094.711914
	Iteration 48Q: 3 clusters Score -3316449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3316448.750000 Penalty: 5094.711914
	Iteration 49Q: 3 clusters Score -3316449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3316454.500000 Penalty: 5094.711914
	Iteration 50Q: 3 clusters Score -3316454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3316452.250000 Penalty: 5094.711914
	Iteration 51Q: 3 clusters Score -3316452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3316454.750000 Penalty: 5094.711914
	Iteration 52Q: 3 clusters Score -3316455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3316459.250000 Penalty: 5094.711914
	Iteration 53Q: 3 clusters Score -3316459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3316454.750000 Penalty: 5094.711914
	Iteration 54Q: 3 clusters Score -3316455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3316451.750000 Penalty: 5094.711914
	Iteration 55Q: 3 clusters Score -3316452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3316452.750000 Penalty: 5094.711914
	Iteration 56Q: 3 clusters Score -3316453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3316452.250000 Penalty: 5094.711914
	Iteration 57Q: 3 clusters Score -3316452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3316456.250000 Penalty: 5094.711914
	Iteration 58Q: 3 clusters Score -3316456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3316456.000000 Penalty: 5094.711914
	Iteration 59Q: 3 clusters Score -3316456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3316456.000000 Penalty: 5094.711914
	Iteration 60F: 3 clusters Score -3316456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Entering Unmasked Estep 
Score: -567111.062500 Penalty: 2121.561035
	Iteration 0F: 2 clusters Score -567111.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -562514.937500 Penalty: 4243.122070
	Iteration 0F: 3 clusters Score -562514.9 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -563808.750000 Penalty: 4243.122070
	Iteration 1F: 3 clusters Score -563808.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -564109.500000 Penalty: 4243.122070
	Iteration 2F: 3 clusters Score -564109.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -564347.937500 Penalty: 4243.122070
	Iteration 3F: 3 clusters Score -564347.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -564536.750000 Penalty: 4243.122070
	Iteration 4Q: 3 clusters Score -564536.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -564690.000000 Penalty: 4243.122070
	Iteration 5Q: 3 clusters Score -564690 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -564811.687500 Penalty: 4243.122070
	Iteration 6Q: 3 clusters Score -564811.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -564919.062500 Penalty: 4243.122070
	Iteration 7Q: 3 clusters Score -564919.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -565006.062500 Penalty: 4243.122070
	Iteration 8Q: 3 clusters Score -565006.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -565072.687500 Penalty: 4243.122070
	Iteration 9Q: 3 clusters Score -565072.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -565118.500000 Penalty: 4243.122070
	Iteration 10Q: 3 clusters Score -565118.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -565162.437500 Penalty: 4243.122070
	Iteration 11Q: 3 clusters Score -565162.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -565197.000000 Penalty: 4243.122070
	Iteration 12Q: 3 clusters Score -565197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -565238.687500 Penalty: 4243.122070
	Iteration 13Q: 3 clusters Score -565238.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -565274.562500 Penalty: 4243.122070
	Iteration 14Q: 3 clusters Score -565274.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -565320.125000 Penalty: 4243.122070
	Iteration 15Q: 3 clusters Score -565320.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -565369.812500 Penalty: 4243.122070
	Iteration 16Q: 3 clusters Score -565369.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -565416.562500 Penalty: 4243.122070
	Iteration 17Q: 3 clusters Score -565416.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -565458.125000 Penalty: 4243.122070
	Iteration 18Q: 3 clusters Score -565458.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -565496.875000 Penalty: 4243.122070
	Iteration 19Q: 3 clusters Score -565496.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -565532.812500 Penalty: 4243.122070
	Iteration 20F: 3 clusters Score -565532.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -565566.625000 Penalty: 4243.122070
	Iteration 21Q: 3 clusters Score -565566.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -565593.375000 Penalty: 4243.122070
	Iteration 22Q: 3 clusters Score -565593.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -565610.562500 Penalty: 4243.122070
	Iteration 23Q: 3 clusters Score -565610.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -565621.625000 Penalty: 4243.122070
	Iteration 24Q: 3 clusters Score -565621.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -565626.312500 Penalty: 4243.122070
	Iteration 25Q: 3 clusters Score -565626.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -565629.187500 Penalty: 4243.122070
	Iteration 26Q: 3 clusters Score -565629.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -565629.812500 Penalty: 4243.122070
	Iteration 27Q: 3 clusters Score -565629.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -565632.312500 Penalty: 4243.122070
	Iteration 28Q: 3 clusters Score -565632.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -565635.125000 Penalty: 4243.122070
	Iteration 29Q: 3 clusters Score -565635.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -565637.750000 Penalty: 4243.122070
	Iteration 30Q: 3 clusters Score -565637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -565639.437500 Penalty: 4243.122070
	Iteration 31Q: 3 clusters Score -565639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -565638.937500 Penalty: 4243.122070
	Iteration 32Q: 3 clusters Score -565638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -565638.812500 Penalty: 4243.122070
	Iteration 33Q: 3 clusters Score -565638.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -565638.812500 Penalty: 4243.122070
	Iteration 34F: 3 clusters Score -565638.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Entering Unmasked Estep 
Score: -4676927.500000 Penalty: 2621.285645
	Iteration 0F: 2 clusters Score -4676928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -4650517.500000 Penalty: 5242.571289
	Iteration 0F: 3 clusters Score -4650518 nChanged 17842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -4660579.000000 Penalty: 5242.571289
	Iteration 1F: 3 clusters Score -4660579 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -4661131.500000 Penalty: 5242.571289
	Iteration 2Q: 3 clusters Score -4661132 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -4661727.000000 Penalty: 5242.571289
	Iteration 3Q: 3 clusters Score -4661727 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -4662495.000000 Penalty: 5242.571289
	Iteration 4Q: 3 clusters Score -4662495 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -4663513.000000 Penalty: 5242.571289
	Iteration 5F: 3 clusters Score -4663513 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -4665021.500000 Penalty: 5242.571289
	Iteration 6F: 3 clusters Score -4665022 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -4667049.000000 Penalty: 5242.571289
	Iteration 7F: 3 clusters Score -4667049 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -4669570.000000 Penalty: 5242.571289
	Iteration 8F: 3 clusters Score -4669570 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4671965.500000 Penalty: 5242.571289
	Iteration 9F: 3 clusters Score -4671966 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4673454.000000 Penalty: 5242.571289
	Iteration 10Q: 3 clusters Score -4673454 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4674221.000000 Penalty: 5242.571289
	Iteration 11Q: 3 clusters Score -4674221 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4674563.000000 Penalty: 5242.571289
	Iteration 12Q: 3 clusters Score -4674563 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4674686.500000 Penalty: 5242.571289
	Iteration 13Q: 3 clusters Score -4674686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4674770.000000 Penalty: 5242.571289
	Iteration 14Q: 3 clusters Score -4674770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4674799.000000 Penalty: 5242.571289
	Iteration 15Q: 3 clusters Score -4674799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4674813.000000 Penalty: 5242.571289
	Iteration 16Q: 3 clusters Score -4674813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4674840.000000 Penalty: 5242.571289
	Iteration 17Q: 3 clusters Score -4674840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4674839.000000 Penalty: 5242.571289
	Iteration 18Q: 3 clusters Score -4674839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4674837.500000 Penalty: 5242.571289
	Iteration 19Q: 3 clusters Score -4674838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4674841.000000 Penalty: 5242.571289
	Iteration 20F: 3 clusters Score -4674841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Entering Unmasked Estep 
Score: -1578821.250000 Penalty: 2358.737305
	Iteration 0F: 2 clusters Score -1578821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1568937.750000 Penalty: 4717.474609
	Iteration 0F: 3 clusters Score -1568938 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1571995.375000 Penalty: 4717.474609
	Iteration 1F: 3 clusters Score -1571995 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1572336.875000 Penalty: 4717.474609
	Iteration 2F: 3 clusters Score -1572337 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1572644.500000 Penalty: 4717.474609
	Iteration 3Q: 3 clusters Score -1572644 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1572970.500000 Penalty: 4717.474609
	Iteration 4Q: 3 clusters Score -1572970 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1573310.375000 Penalty: 4717.474609
	Iteration 5Q: 3 clusters Score -1573310 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1573654.500000 Penalty: 4717.474609
	Iteration 6Q: 3 clusters Score -1573654 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1574064.250000 Penalty: 4717.474609
	Iteration 7Q: 3 clusters Score -1574064 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1574542.125000 Penalty: 4717.474609
	Iteration 8Q: 3 clusters Score -1574542 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1575067.500000 Penalty: 4717.474609
	Iteration 9Q: 3 clusters Score -1575068 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1575546.125000 Penalty: 4717.474609
	Iteration 10Q: 3 clusters Score -1575546 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1575898.250000 Penalty: 4717.474609
	Iteration 11Q: 3 clusters Score -1575898 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1576156.625000 Penalty: 4717.474609
	Iteration 12Q: 3 clusters Score -1576157 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1576346.250000 Penalty: 4717.474609
	Iteration 13Q: 3 clusters Score -1576346 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1576515.250000 Penalty: 4717.474609
	Iteration 14Q: 3 clusters Score -1576515 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1576646.000000 Penalty: 4717.474609
	Iteration 15Q: 3 clusters Score -1576646 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1576729.000000 Penalty: 4717.474609
	Iteration 16Q: 3 clusters Score -1576729 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1576784.750000 Penalty: 4717.474609
	Iteration 17Q: 3 clusters Score -1576785 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1576821.500000 Penalty: 4717.474609
	Iteration 18Q: 3 clusters Score -1576822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1576842.250000 Penalty: 4717.474609
	Iteration 19Q: 3 clusters Score -1576842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1576856.375000 Penalty: 4717.474609
	Iteration 20F: 3 clusters Score -1576856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1576878.625000 Penalty: 4717.474609
	Iteration 21Q: 3 clusters Score -1576879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1576888.000000 Penalty: 4717.474609
	Iteration 22Q: 3 clusters Score -1576888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1576898.875000 Penalty: 4717.474609
	Iteration 23Q: 3 clusters Score -1576899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1576902.250000 Penalty: 4717.474609
	Iteration 24Q: 3 clusters Score -1576902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1576911.875000 Penalty: 4717.474609
	Iteration 25Q: 3 clusters Score -1576912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1576917.500000 Penalty: 4717.474609
	Iteration 26Q: 3 clusters Score -1576918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1576925.125000 Penalty: 4717.474609
	Iteration 27Q: 3 clusters Score -1576925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1576931.125000 Penalty: 4717.474609
	Iteration 28Q: 3 clusters Score -1576931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1576937.250000 Penalty: 4717.474609
	Iteration 29Q: 3 clusters Score -1576937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1576942.750000 Penalty: 4717.474609
	Iteration 30Q: 3 clusters Score -1576943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1576947.375000 Penalty: 4717.474609
	Iteration 31Q: 3 clusters Score -1576947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1576946.625000 Penalty: 4717.474609
	Iteration 32Q: 3 clusters Score -1576947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1576949.375000 Penalty: 4717.474609
	Iteration 33Q: 3 clusters Score -1576949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1576953.125000 Penalty: 4717.474609
	Iteration 34Q: 3 clusters Score -1576953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1576954.375000 Penalty: 4717.474609
	Iteration 35Q: 3 clusters Score -1576954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1576955.500000 Penalty: 4717.474609
	Iteration 36Q: 3 clusters Score -1576956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1576957.875000 Penalty: 4717.474609
	Iteration 37Q: 3 clusters Score -1576958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1576957.750000 Penalty: 4717.474609
	Iteration 38Q: 3 clusters Score -1576958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1576959.875000 Penalty: 4717.474609
	Iteration 39Q: 3 clusters Score -1576960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1576958.750000 Penalty: 4717.474609
	Iteration 40F: 3 clusters Score -1576959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1576958.875000 Penalty: 4717.474609
	Iteration 41Q: 3 clusters Score -1576959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1576957.500000 Penalty: 4717.474609
	Iteration 42Q: 3 clusters Score -1576958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1576957.500000 Penalty: 4717.474609
	Iteration 43F: 3 clusters Score -1576958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Entering Unmasked Estep 
Score: -1087049.250000 Penalty: 2260.502686
	Iteration 0F: 2 clusters Score -1087049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1080014.125000 Penalty: 4521.005371
	Iteration 0F: 3 clusters Score -1080014 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1081944.500000 Penalty: 4521.005371
	Iteration 1F: 3 clusters Score -1081944 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1082249.750000 Penalty: 4521.005371
	Iteration 2F: 3 clusters Score -1082250 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1082477.625000 Penalty: 4521.005371
	Iteration 3F: 3 clusters Score -1082478 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1082645.625000 Penalty: 4521.005371
	Iteration 4Q: 3 clusters Score -1082646 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1082775.250000 Penalty: 4521.005371
	Iteration 5Q: 3 clusters Score -1082775 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1082922.750000 Penalty: 4521.005371
	Iteration 6Q: 3 clusters Score -1082923 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1083061.500000 Penalty: 4521.005371
	Iteration 7Q: 3 clusters Score -1083062 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1083207.875000 Penalty: 4521.005371
	Iteration 8Q: 3 clusters Score -1083208 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1083377.500000 Penalty: 4521.005371
	Iteration 9Q: 3 clusters Score -1083378 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1083575.375000 Penalty: 4521.005371
	Iteration 10Q: 3 clusters Score -1083575 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1083836.625000 Penalty: 4521.005371
	Iteration 11Q: 3 clusters Score -1083837 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1084120.750000 Penalty: 4521.005371
	Iteration 12Q: 3 clusters Score -1084121 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1084375.500000 Penalty: 4521.005371
	Iteration 13Q: 3 clusters Score -1084376 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1084595.875000 Penalty: 4521.005371
	Iteration 14Q: 3 clusters Score -1084596 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1084766.375000 Penalty: 4521.005371
	Iteration 15Q: 3 clusters Score -1084766 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1084901.500000 Penalty: 4521.005371
	Iteration 16Q: 3 clusters Score -1084902 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1084993.125000 Penalty: 4521.005371
	Iteration 17Q: 3 clusters Score -1084993 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1085071.125000 Penalty: 4521.005371
	Iteration 18Q: 3 clusters Score -1085071 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1085139.500000 Penalty: 4521.005371
	Iteration 19Q: 3 clusters Score -1085140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1085181.250000 Penalty: 4521.005371
	Iteration 20F: 3 clusters Score -1085181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1085203.125000 Penalty: 4521.005371
	Iteration 21Q: 3 clusters Score -1085203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1085216.875000 Penalty: 4521.005371
	Iteration 22Q: 3 clusters Score -1085217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1085230.000000 Penalty: 4521.005371
	Iteration 23Q: 3 clusters Score -1085230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1085236.500000 Penalty: 4521.005371
	Iteration 24Q: 3 clusters Score -1085236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1085242.500000 Penalty: 4521.005371
	Iteration 25Q: 3 clusters Score -1085242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1085251.000000 Penalty: 4521.005371
	Iteration 26Q: 3 clusters Score -1085251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1085256.750000 Penalty: 4521.005371
	Iteration 27Q: 3 clusters Score -1085257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1085259.875000 Penalty: 4521.005371
	Iteration 28Q: 3 clusters Score -1085260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1085263.750000 Penalty: 4521.005371
	Iteration 29Q: 3 clusters Score -1085264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1085264.375000 Penalty: 4521.005371
	Iteration 30Q: 3 clusters Score -1085264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1085264.750000 Penalty: 4521.005371
	Iteration 31Q: 3 clusters Score -1085265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1085264.750000 Penalty: 4521.005371
	Iteration 32F: 3 clusters Score -1085265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Entering Unmasked Estep 
Score: -7359243.000000 Penalty: 2735.983643
	Iteration 0F: 2 clusters Score -7359243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -7317856.500000 Penalty: 5471.967285
	Iteration 0F: 3 clusters Score -7317856 nChanged 28830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -7333696.000000 Penalty: 5471.967285
	Iteration 1F: 3 clusters Score -7333696 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -7334430.500000 Penalty: 5471.967285
	Iteration 2Q: 3 clusters Score -7334430 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -7335430.000000 Penalty: 5471.967285
	Iteration 3Q: 3 clusters Score -7335430 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -7336868.000000 Penalty: 5471.967285
	Iteration 4Q: 3 clusters Score -7336868 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -7339318.500000 Penalty: 5471.967285
	Iteration 5F: 3 clusters Score -7339318 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -7342825.500000 Penalty: 5471.967285
	Iteration 6F: 3 clusters Score -7342826 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -7347416.000000 Penalty: 5471.967285
	Iteration 7F: 3 clusters Score -7347416 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -7351670.000000 Penalty: 5471.967285
	Iteration 8F: 3 clusters Score -7351670 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -7354459.500000 Penalty: 5471.967285
	Iteration 9Q: 3 clusters Score -7354460 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -7355921.500000 Penalty: 5471.967285
	Iteration 10Q: 3 clusters Score -7355922 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -7356555.000000 Penalty: 5471.967285
	Iteration 11Q: 3 clusters Score -7356555 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -7356781.000000 Penalty: 5471.967285
	Iteration 12Q: 3 clusters Score -7356781 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -7356898.000000 Penalty: 5471.967285
	Iteration 13Q: 3 clusters Score -7356898 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -7356960.500000 Penalty: 5471.967285
	Iteration 14Q: 3 clusters Score -7356960 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -7357007.000000 Penalty: 5471.967285
	Iteration 15Q: 3 clusters Score -7357007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -7357042.000000 Penalty: 5471.967285
	Iteration 16Q: 3 clusters Score -7357042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -7357068.000000 Penalty: 5471.967285
	Iteration 17Q: 3 clusters Score -7357068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -7357077.000000 Penalty: 5471.967285
	Iteration 18Q: 3 clusters Score -7357077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -7357081.500000 Penalty: 5471.967285
	Iteration 19Q: 3 clusters Score -7357082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -7357093.500000 Penalty: 5471.967285
	Iteration 20F: 3 clusters Score -7357094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -7357089.500000 Penalty: 5471.967285
	Iteration 21Q: 3 clusters Score -7357090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -7357087.500000 Penalty: 5471.967285
	Iteration 22Q: 3 clusters Score -7357088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -7357095.500000 Penalty: 5471.967285
	Iteration 23Q: 3 clusters Score -7357096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -7357100.500000 Penalty: 5471.967285
	Iteration 24Q: 3 clusters Score -7357100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -7357102.000000 Penalty: 5471.967285
	Iteration 25Q: 3 clusters Score -7357102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -7357101.000000 Penalty: 5471.967285
	Iteration 26Q: 3 clusters Score -7357101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -7357095.500000 Penalty: 5471.967285
	Iteration 27Q: 3 clusters Score -7357096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -7357099.500000 Penalty: 5471.967285
	Iteration 28Q: 3 clusters Score -7357100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -7357103.000000 Penalty: 5471.967285
	Iteration 29Q: 3 clusters Score -7357103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -7357100.000000 Penalty: 5471.967285
	Iteration 30Q: 3 clusters Score -7357100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -7357104.000000 Penalty: 5471.967285
	Iteration 31Q: 3 clusters Score -7357104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -7357106.000000 Penalty: 5471.967285
	Iteration 32Q: 3 clusters Score -7357106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -7357106.000000 Penalty: 5471.967285
	Iteration 33Q: 3 clusters Score -7357106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -7357107.500000 Penalty: 5471.967285
	Iteration 34Q: 3 clusters Score -7357108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -7357108.500000 Penalty: 5471.967285
	Iteration 35Q: 3 clusters Score -7357108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -7357117.000000 Penalty: 5471.967285
	Iteration 36Q: 3 clusters Score -7357117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -7357112.000000 Penalty: 5471.967285
	Iteration 37Q: 3 clusters Score -7357112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -7357112.000000 Penalty: 5471.967285
	Iteration 38F: 3 clusters Score -7357112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (95929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95929 members 
Entering Unmasked Estep 
Score: -11449125.000000 Penalty: 2844.898193
	Iteration 0F: 2 clusters Score -1.144912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -11384839.000000 Penalty: 5689.796387
	Iteration 0F: 3 clusters Score -1.138484e+07 nChanged 45288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -11410514.000000 Penalty: 5689.796387
	Iteration 1F: 3 clusters Score -1.141051e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -11411348.000000 Penalty: 5689.796387
	Iteration 2Q: 3 clusters Score -1.141135e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -11412475.000000 Penalty: 5689.796387
	Iteration 3Q: 3 clusters Score -1.141248e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -11414515.000000 Penalty: 5689.796387
	Iteration 4Q: 3 clusters Score -1.141452e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -11417575.000000 Penalty: 5689.796387
	Iteration 5F: 3 clusters Score -1.141758e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 67807 members 
Entering Unmasked Estep 
Score: -11422424.000000 Penalty: 5689.796387
	Iteration 6F: 3 clusters Score -1.142242e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 75193 members 
Entering Unmasked Estep 
Score: -11429006.000000 Penalty: 5689.796387
	Iteration 7F: 3 clusters Score -1.142901e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -11435800.000000 Penalty: 5689.796387
	Iteration 8F: 3 clusters Score -1.14358e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -11440980.000000 Penalty: 5689.796387
	Iteration 9F: 3 clusters Score -1.144098e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 91306 members 
Entering Unmasked Estep 
Score: -11443932.000000 Penalty: 5689.796387
	Iteration 10Q: 3 clusters Score -1.144393e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -11445443.000000 Penalty: 5689.796387
	Iteration 11Q: 3 clusters Score -1.144544e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 94062 members 
Entering Unmasked Estep 
Score: -11446094.000000 Penalty: 5689.796387
	Iteration 12Q: 3 clusters Score -1.144609e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -11446370.000000 Penalty: 5689.796387
	Iteration 13Q: 3 clusters Score -1.144637e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 94790 members 
Entering Unmasked Estep 
Score: -11446579.000000 Penalty: 5689.796387
	Iteration 14Q: 3 clusters Score -1.144658e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 94923 members 
Entering Unmasked Estep 
Score: -11446700.000000 Penalty: 5689.796387
	Iteration 15Q: 3 clusters Score -1.14467e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -11446766.000000 Penalty: 5689.796387
	Iteration 16Q: 3 clusters Score -1.144677e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 95043 members 
Entering Unmasked Estep 
Score: -11446791.000000 Penalty: 5689.796387
	Iteration 17Q: 3 clusters Score -1.144679e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -11446818.000000 Penalty: 5689.796387
	Iteration 18Q: 3 clusters Score -1.144682e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 95095 members 
Entering Unmasked Estep 
Score: -11446827.000000 Penalty: 5689.796387
	Iteration 19Q: 3 clusters Score -1.144683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 95112 members 
Entering Unmasked Estep 
Score: -11446824.000000 Penalty: 5689.796387
	Iteration 20F: 3 clusters Score -1.144682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -11446832.000000 Penalty: 5689.796387
	Iteration 21Q: 3 clusters Score -1.144683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -11446847.000000 Penalty: 5689.796387
	Iteration 22Q: 3 clusters Score -1.144685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 95151 members 
Entering Unmasked Estep 
Score: -11446858.000000 Penalty: 5689.796387
	Iteration 23Q: 3 clusters Score -1.144686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -11446861.000000 Penalty: 5689.796387
	Iteration 24Q: 3 clusters Score -1.144686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -11446861.000000 Penalty: 5689.796387
	Iteration 25Q: 3 clusters Score -1.144686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -11446866.000000 Penalty: 5689.796387
	Iteration 26Q: 3 clusters Score -1.144687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -11446883.000000 Penalty: 5689.796387
	Iteration 27Q: 3 clusters Score -1.144688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 95196 members 
Entering Unmasked Estep 
Score: -11446894.000000 Penalty: 5689.796387
	Iteration 28Q: 3 clusters Score -1.144689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 95205 members 
Entering Unmasked Estep 
Score: -11446896.000000 Penalty: 5689.796387
	Iteration 29Q: 3 clusters Score -1.14469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -11446894.000000 Penalty: 5689.796387
	Iteration 30Q: 3 clusters Score -1.144689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -11446886.000000 Penalty: 5689.796387
	Iteration 31Q: 3 clusters Score -1.144689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -11446888.000000 Penalty: 5689.796387
	Iteration 32Q: 3 clusters Score -1.144689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -11446891.000000 Penalty: 5689.796387
	Iteration 33Q: 3 clusters Score -1.144689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -11446884.000000 Penalty: 5689.796387
	Iteration 34Q: 3 clusters Score -1.144688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -11446887.000000 Penalty: 5689.796387
	Iteration 35Q: 3 clusters Score -1.144689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 95215 members 
Entering Unmasked Estep 
Score: -11446890.000000 Penalty: 5689.796387
	Iteration 36Q: 3 clusters Score -1.144689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 95216 members 
Entering Unmasked Estep 
Score: -11446891.000000 Penalty: 5689.796387
	Iteration 37Q: 3 clusters Score -1.144689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 95217 members 
Entering Unmasked Estep 
Score: -11446886.000000 Penalty: 5689.796387
	Iteration 38Q: 3 clusters Score -1.144689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 95218 members 
Entering Unmasked Estep 
Score: -11446886.000000 Penalty: 5689.796387
	Iteration 39Q: 3 clusters Score -1.144689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -11446893.000000 Penalty: 5689.796387
	Iteration 40F: 3 clusters Score -1.144689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -11446895.000000 Penalty: 5689.796387
	Iteration 41Q: 3 clusters Score -1.14469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 95220 members 
Entering Unmasked Estep 
Score: -11446891.000000 Penalty: 5689.796387
	Iteration 42Q: 3 clusters Score -1.144689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 95220 members 
Entering Unmasked Estep 
Score: -11446891.000000 Penalty: 5689.796387
	Iteration 43F: 3 clusters Score -1.144689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203994 members 
Entering Unmasked Estep 
Score: -24085536.000000 Penalty: 3032.009766
	Iteration 0F: 2 clusters Score -2.408554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102094 members 
Mstep: Class 2 contains 101900 members 
Entering Unmasked Estep 
Score: -23952800.000000 Penalty: 6064.019531
	Iteration 0F: 3 clusters Score -2.39528e+07 nChanged 98163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105289 members 
Mstep: Class 2 contains 98705 members 
Entering Unmasked Estep 
Score: -24009942.000000 Penalty: 6064.019531
	Iteration 1F: 3 clusters Score -2.400994e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106930 members 
Mstep: Class 2 contains 97064 members 
Entering Unmasked Estep 
Score: -24011062.000000 Penalty: 6064.019531
	Iteration 2Q: 3 clusters Score -2.401106e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109542 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -24012554.000000 Penalty: 6064.019531
	Iteration 3Q: 3 clusters Score -2.401255e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113443 members 
Mstep: Class 2 contains 90551 members 
Entering Unmasked Estep 
Score: -24014710.000000 Penalty: 6064.019531
	Iteration 4Q: 3 clusters Score -2.401471e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119352 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -24017764.000000 Penalty: 6064.019531
	Iteration 5Q: 3 clusters Score -2.401776e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127992 members 
Mstep: Class 2 contains 76002 members 
Entering Unmasked Estep 
Score: -24022832.000000 Penalty: 6064.019531
	Iteration 6F: 3 clusters Score -2.402283e+07 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139775 members 
Mstep: Class 2 contains 64219 members 
Entering Unmasked Estep 
Score: -24031560.000000 Penalty: 6064.019531
	Iteration 7F: 3 clusters Score -2.403156e+07 nChanged 15158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154173 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -24043978.000000 Penalty: 6064.019531
	Iteration 8F: 3 clusters Score -2.404398e+07 nChanged 15274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169081 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -24057516.000000 Penalty: 6064.019531
	Iteration 9F: 3 clusters Score -2.405752e+07 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181290 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -24068580.000000 Penalty: 6064.019531
	Iteration 10F: 3 clusters Score -2.406858e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189277 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -24075448.000000 Penalty: 6064.019531
	Iteration 11Q: 3 clusters Score -2.407545e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193878 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -24079374.000000 Penalty: 6064.019531
	Iteration 12Q: 3 clusters Score -2.407937e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196443 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -24081348.000000 Penalty: 6064.019531
	Iteration 13Q: 3 clusters Score -2.408135e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197900 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -24082608.000000 Penalty: 6064.019531
	Iteration 14Q: 3 clusters Score -2.408261e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198778 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -24083232.000000 Penalty: 6064.019531
	Iteration 15Q: 3 clusters Score -2.408323e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199314 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -24083488.000000 Penalty: 6064.019531
	Iteration 16Q: 3 clusters Score -2.408349e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199670 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -24083716.000000 Penalty: 6064.019531
	Iteration 17Q: 3 clusters Score -2.408372e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199908 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -24083814.000000 Penalty: 6064.019531
	Iteration 18Q: 3 clusters Score -2.408381e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200067 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -24083798.000000 Penalty: 6064.019531
	Iteration 19Q: 3 clusters Score -2.40838e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200217 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -24083898.000000 Penalty: 6064.019531
	Iteration 20F: 3 clusters Score -2.40839e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200319 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -24083926.000000 Penalty: 6064.019531
	Iteration 21Q: 3 clusters Score -2.408393e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200407 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -24083904.000000 Penalty: 6064.019531
	Iteration 22Q: 3 clusters Score -2.40839e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200471 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -24083912.000000 Penalty: 6064.019531
	Iteration 23Q: 3 clusters Score -2.408391e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200526 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -24083902.000000 Penalty: 6064.019531
	Iteration 24Q: 3 clusters Score -2.40839e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200570 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -24083932.000000 Penalty: 6064.019531
	Iteration 25Q: 3 clusters Score -2.408393e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200597 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -24083946.000000 Penalty: 6064.019531
	Iteration 26Q: 3 clusters Score -2.408395e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200625 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -24083952.000000 Penalty: 6064.019531
	Iteration 27Q: 3 clusters Score -2.408395e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200650 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -24083946.000000 Penalty: 6064.019531
	Iteration 28Q: 3 clusters Score -2.408395e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200669 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -24083928.000000 Penalty: 6064.019531
	Iteration 29Q: 3 clusters Score -2.408393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200685 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -24083954.000000 Penalty: 6064.019531
	Iteration 30Q: 3 clusters Score -2.408395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200696 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -24083954.000000 Penalty: 6064.019531
	Iteration 31Q: 3 clusters Score -2.408395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200703 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -24083968.000000 Penalty: 6064.019531
	Iteration 32Q: 3 clusters Score -2.408397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200712 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -24083962.000000 Penalty: 6064.019531
	Iteration 33Q: 3 clusters Score -2.408396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200718 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -24083962.000000 Penalty: 6064.019531
	Iteration 34Q: 3 clusters Score -2.408396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200724 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -24083950.000000 Penalty: 6064.019531
	Iteration 35Q: 3 clusters Score -2.408395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200733 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -24083934.000000 Penalty: 6064.019531
	Iteration 36Q: 3 clusters Score -2.408393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200738 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -24083938.000000 Penalty: 6064.019531
	Iteration 37Q: 3 clusters Score -2.408394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200743 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -24083940.000000 Penalty: 6064.019531
	Iteration 38Q: 3 clusters Score -2.408394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200751 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -24083964.000000 Penalty: 6064.019531
	Iteration 39Q: 3 clusters Score -2.408396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200754 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -24083940.000000 Penalty: 6064.019531
	Iteration 40F: 3 clusters Score -2.408394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200757 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -24083950.000000 Penalty: 6064.019531
	Iteration 41Q: 3 clusters Score -2.408395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200757 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -24083950.000000 Penalty: 6064.019531
	Iteration 42Q: 3 clusters Score -2.408395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200757 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -24083950.000000 Penalty: 6064.019531
	Iteration 43F: 3 clusters Score -2.408395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Entering Unmasked Estep 
Score: -1170846.875000 Penalty: 2284.659912
	Iteration 0F: 2 clusters Score -1170847 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 5016 members 
Entering Unmasked Estep 
Score: -1163265.250000 Penalty: 4569.319824
	Iteration 0F: 3 clusters Score -1163265 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1165378.375000 Penalty: 4569.319824
	Iteration 1F: 3 clusters Score -1165378 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1165667.750000 Penalty: 4569.319824
	Iteration 2F: 3 clusters Score -1165668 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1165902.500000 Penalty: 4569.319824
	Iteration 3Q: 3 clusters Score -1165902 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1166118.375000 Penalty: 4569.319824
	Iteration 4Q: 3 clusters Score -1166118 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1166305.750000 Penalty: 4569.319824
	Iteration 5Q: 3 clusters Score -1166306 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1166468.250000 Penalty: 4569.319824
	Iteration 6Q: 3 clusters Score -1166468 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1166614.000000 Penalty: 4569.319824
	Iteration 7Q: 3 clusters Score -1166614 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1166724.000000 Penalty: 4569.319824
	Iteration 8Q: 3 clusters Score -1166724 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1166820.750000 Penalty: 4569.319824
	Iteration 9Q: 3 clusters Score -1166821 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1166931.375000 Penalty: 4569.319824
	Iteration 10Q: 3 clusters Score -1166931 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1167045.625000 Penalty: 4569.319824
	Iteration 11Q: 3 clusters Score -1167046 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1167156.250000 Penalty: 4569.319824
	Iteration 12Q: 3 clusters Score -1167156 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1167242.125000 Penalty: 4569.319824
	Iteration 13Q: 3 clusters Score -1167242 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1167319.250000 Penalty: 4569.319824
	Iteration 14Q: 3 clusters Score -1167319 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1167378.375000 Penalty: 4569.319824
	Iteration 15Q: 3 clusters Score -1167378 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1167449.625000 Penalty: 4569.319824
	Iteration 16Q: 3 clusters Score -1167450 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1167505.000000 Penalty: 4569.319824
	Iteration 17Q: 3 clusters Score -1167505 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1167558.125000 Penalty: 4569.319824
	Iteration 18Q: 3 clusters Score -1167558 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1167602.250000 Penalty: 4569.319824
	Iteration 19Q: 3 clusters Score -1167602 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1167632.125000 Penalty: 4569.319824
	Iteration 20F: 3 clusters Score -1167632 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1167655.250000 Penalty: 4569.319824
	Iteration 21Q: 3 clusters Score -1167655 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1167672.750000 Penalty: 4569.319824
	Iteration 22Q: 3 clusters Score -1167673 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1167690.875000 Penalty: 4569.319824
	Iteration 23Q: 3 clusters Score -1167691 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1167714.000000 Penalty: 4569.319824
	Iteration 24Q: 3 clusters Score -1167714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1167730.250000 Penalty: 4569.319824
	Iteration 25Q: 3 clusters Score -1167730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1167741.875000 Penalty: 4569.319824
	Iteration 26Q: 3 clusters Score -1167742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1167755.125000 Penalty: 4569.319824
	Iteration 27Q: 3 clusters Score -1167755 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1167760.375000 Penalty: 4569.319824
	Iteration 28Q: 3 clusters Score -1167760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1167770.000000 Penalty: 4569.319824
	Iteration 29Q: 3 clusters Score -1167770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1167775.500000 Penalty: 4569.319824
	Iteration 30Q: 3 clusters Score -1167776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1167785.625000 Penalty: 4569.319824
	Iteration 31Q: 3 clusters Score -1167786 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1167799.375000 Penalty: 4569.319824
	Iteration 32Q: 3 clusters Score -1167799 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1167809.500000 Penalty: 4569.319824
	Iteration 33Q: 3 clusters Score -1167810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1167822.625000 Penalty: 4569.319824
	Iteration 34Q: 3 clusters Score -1167823 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1167834.125000 Penalty: 4569.319824
	Iteration 35Q: 3 clusters Score -1167834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1167850.000000 Penalty: 4569.319824
	Iteration 36Q: 3 clusters Score -1167850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1167865.125000 Penalty: 4569.319824
	Iteration 37Q: 3 clusters Score -1167865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1167879.750000 Penalty: 4569.319824
	Iteration 38Q: 3 clusters Score -1167880 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1167894.375000 Penalty: 4569.319824
	Iteration 39Q: 3 clusters Score -1167894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1167904.125000 Penalty: 4569.319824
	Iteration 40F: 3 clusters Score -1167904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1167915.250000 Penalty: 4569.319824
	Iteration 41Q: 3 clusters Score -1167915 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1167924.875000 Penalty: 4569.319824
	Iteration 42Q: 3 clusters Score -1167925 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1167938.500000 Penalty: 4569.319824
	Iteration 43Q: 3 clusters Score -1167938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1167947.375000 Penalty: 4569.319824
	Iteration 44Q: 3 clusters Score -1167947 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1167954.875000 Penalty: 4569.319824
	Iteration 45Q: 3 clusters Score -1167955 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1167962.875000 Penalty: 4569.319824
	Iteration 46Q: 3 clusters Score -1167963 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1167972.875000 Penalty: 4569.319824
	Iteration 47Q: 3 clusters Score -1167973 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1167984.625000 Penalty: 4569.319824
	Iteration 48Q: 3 clusters Score -1167985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1167994.000000 Penalty: 4569.319824
	Iteration 49Q: 3 clusters Score -1167994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1168006.625000 Penalty: 4569.319824
	Iteration 50Q: 3 clusters Score -1168007 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1168022.000000 Penalty: 4569.319824
	Iteration 51Q: 3 clusters Score -1168022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1168035.375000 Penalty: 4569.319824
	Iteration 52Q: 3 clusters Score -1168035 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1168054.625000 Penalty: 4569.319824
	Iteration 53Q: 3 clusters Score -1168055 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1168073.375000 Penalty: 4569.319824
	Iteration 54Q: 3 clusters Score -1168073 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1168092.125000 Penalty: 4569.319824
	Iteration 55Q: 3 clusters Score -1168092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1168112.875000 Penalty: 4569.319824
	Iteration 56Q: 3 clusters Score -1168113 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1168134.250000 Penalty: 4569.319824
	Iteration 57Q: 3 clusters Score -1168134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1168154.875000 Penalty: 4569.319824
	Iteration 58Q: 3 clusters Score -1168155 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1168182.000000 Penalty: 4569.319824
	Iteration 59Q: 3 clusters Score -1168182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1168213.125000 Penalty: 4569.319824
	Iteration 60F: 3 clusters Score -1168213 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1168242.250000 Penalty: 4569.319824
	Iteration 61Q: 3 clusters Score -1168242 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1168282.750000 Penalty: 4569.319824
	Iteration 62Q: 3 clusters Score -1168283 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1168335.000000 Penalty: 4569.319824
	Iteration 63Q: 3 clusters Score -1168335 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1168393.625000 Penalty: 4569.319824
	Iteration 64Q: 3 clusters Score -1168394 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1168449.875000 Penalty: 4569.319824
	Iteration 65Q: 3 clusters Score -1168450 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1168505.625000 Penalty: 4569.319824
	Iteration 66Q: 3 clusters Score -1168506 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1168570.875000 Penalty: 4569.319824
	Iteration 67Q: 3 clusters Score -1168571 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1168640.250000 Penalty: 4569.319824
	Iteration 68Q: 3 clusters Score -1168640 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1168711.750000 Penalty: 4569.319824
	Iteration 69Q: 3 clusters Score -1168712 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1168773.250000 Penalty: 4569.319824
	Iteration 70Q: 3 clusters Score -1168773 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1168843.625000 Penalty: 4569.319824
	Iteration 71Q: 3 clusters Score -1168844 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1168906.125000 Penalty: 4569.319824
	Iteration 72Q: 3 clusters Score -1168906 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1168964.750000 Penalty: 4569.319824
	Iteration 73Q: 3 clusters Score -1168965 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1169016.625000 Penalty: 4569.319824
	Iteration 74Q: 3 clusters Score -1169017 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1169061.000000 Penalty: 4569.319824
	Iteration 75Q: 3 clusters Score -1169061 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1169105.750000 Penalty: 4569.319824
	Iteration 76Q: 3 clusters Score -1169106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1169139.375000 Penalty: 4569.319824
	Iteration 77Q: 3 clusters Score -1169139 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1169170.000000 Penalty: 4569.319824
	Iteration 78Q: 3 clusters Score -1169170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1169204.500000 Penalty: 4569.319824
	Iteration 79Q: 3 clusters Score -1169204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1169232.250000 Penalty: 4569.319824
	Iteration 80F: 3 clusters Score -1169232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1169257.000000 Penalty: 4569.319824
	Iteration 81Q: 3 clusters Score -1169257 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1169278.625000 Penalty: 4569.319824
	Iteration 82Q: 3 clusters Score -1169279 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1169304.375000 Penalty: 4569.319824
	Iteration 83Q: 3 clusters Score -1169304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1169329.500000 Penalty: 4569.319824
	Iteration 84Q: 3 clusters Score -1169330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1169345.250000 Penalty: 4569.319824
	Iteration 85Q: 3 clusters Score -1169345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1169366.500000 Penalty: 4569.319824
	Iteration 86Q: 3 clusters Score -1169366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1169387.625000 Penalty: 4569.319824
	Iteration 87Q: 3 clusters Score -1169388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1169407.875000 Penalty: 4569.319824
	Iteration 88Q: 3 clusters Score -1169408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1169423.750000 Penalty: 4569.319824
	Iteration 89Q: 3 clusters Score -1169424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1169435.500000 Penalty: 4569.319824
	Iteration 90Q: 3 clusters Score -1169436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1169454.500000 Penalty: 4569.319824
	Iteration 91Q: 3 clusters Score -1169454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1169473.625000 Penalty: 4569.319824
	Iteration 92Q: 3 clusters Score -1169474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1169483.875000 Penalty: 4569.319824
	Iteration 93Q: 3 clusters Score -1169484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1169496.250000 Penalty: 4569.319824
	Iteration 94Q: 3 clusters Score -1169496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1169508.875000 Penalty: 4569.319824
	Iteration 95Q: 3 clusters Score -1169509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1169520.125000 Penalty: 4569.319824
	Iteration 96Q: 3 clusters Score -1169520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1169527.500000 Penalty: 4569.319824
	Iteration 97Q: 3 clusters Score -1169528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1169534.250000 Penalty: 4569.319824
	Iteration 98Q: 3 clusters Score -1169534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1169538.750000 Penalty: 4569.319824
	Iteration 99Q: 3 clusters Score -1169539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1169542.000000 Penalty: 4569.319824
	Iteration 100F: 3 clusters Score -1169542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1169546.250000 Penalty: 4569.319824
	Iteration 101Q: 3 clusters Score -1169546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1169549.250000 Penalty: 4569.319824
	Iteration 102Q: 3 clusters Score -1169549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1169551.875000 Penalty: 4569.319824
	Iteration 103Q: 3 clusters Score -1169552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1169554.375000 Penalty: 4569.319824
	Iteration 104Q: 3 clusters Score -1169554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1169554.250000 Penalty: 4569.319824
	Iteration 105Q: 3 clusters Score -1169554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1169557.625000 Penalty: 4569.319824
	Iteration 106Q: 3 clusters Score -1169558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1169558.625000 Penalty: 4569.319824
	Iteration 107Q: 3 clusters Score -1169559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1169559.750000 Penalty: 4569.319824
	Iteration 108Q: 3 clusters Score -1169560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1169562.125000 Penalty: 4569.319824
	Iteration 109Q: 3 clusters Score -1169562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1169563.625000 Penalty: 4569.319824
	Iteration 110Q: 3 clusters Score -1169564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1169562.875000 Penalty: 4569.319824
	Iteration 111Q: 3 clusters Score -1169563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1169563.000000 Penalty: 4569.319824
	Iteration 112Q: 3 clusters Score -1169563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1169563.000000 Penalty: 4569.319824
	Iteration 113F: 3 clusters Score -1169563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Entering Unmasked Estep 
Score: -563780.250000 Penalty: 2094.479492
	Iteration 0F: 2 clusters Score -563780.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -559482.312500 Penalty: 4188.958984
	Iteration 0F: 3 clusters Score -559482.3 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -560463.062500 Penalty: 4188.958984
	Iteration 1F: 3 clusters Score -560463.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -560650.125000 Penalty: 4188.958984
	Iteration 2F: 3 clusters Score -560650.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -560756.812500 Penalty: 4188.958984
	Iteration 3Q: 3 clusters Score -560756.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -560836.687500 Penalty: 4188.958984
	Iteration 4Q: 3 clusters Score -560836.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -560911.687500 Penalty: 4188.958984
	Iteration 5Q: 3 clusters Score -560911.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -560961.875000 Penalty: 4188.958984
	Iteration 6Q: 3 clusters Score -560961.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -561008.375000 Penalty: 4188.958984
	Iteration 7Q: 3 clusters Score -561008.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -561051.250000 Penalty: 4188.958984
	Iteration 8Q: 3 clusters Score -561051.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -561098.437500 Penalty: 4188.958984
	Iteration 9Q: 3 clusters Score -561098.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -561140.000000 Penalty: 4188.958984
	Iteration 10Q: 3 clusters Score -561140 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -561184.625000 Penalty: 4188.958984
	Iteration 11Q: 3 clusters Score -561184.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -561224.562500 Penalty: 4188.958984
	Iteration 12Q: 3 clusters Score -561224.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -561260.750000 Penalty: 4188.958984
	Iteration 13Q: 3 clusters Score -561260.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -561288.500000 Penalty: 4188.958984
	Iteration 14Q: 3 clusters Score -561288.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -561321.250000 Penalty: 4188.958984
	Iteration 15Q: 3 clusters Score -561321.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -561363.437500 Penalty: 4188.958984
	Iteration 16Q: 3 clusters Score -561363.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -561403.687500 Penalty: 4188.958984
	Iteration 17Q: 3 clusters Score -561403.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -561440.875000 Penalty: 4188.958984
	Iteration 18Q: 3 clusters Score -561440.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -561471.125000 Penalty: 4188.958984
	Iteration 19Q: 3 clusters Score -561471.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -561503.562500 Penalty: 4188.958984
	Iteration 20F: 3 clusters Score -561503.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -561536.812500 Penalty: 4188.958984
	Iteration 21Q: 3 clusters Score -561536.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -561580.062500 Penalty: 4188.958984
	Iteration 22Q: 3 clusters Score -561580.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -561622.937500 Penalty: 4188.958984
	Iteration 23Q: 3 clusters Score -561622.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -561659.000000 Penalty: 4188.958984
	Iteration 24Q: 3 clusters Score -561659 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -561692.750000 Penalty: 4188.958984
	Iteration 25Q: 3 clusters Score -561692.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -561723.125000 Penalty: 4188.958984
	Iteration 26Q: 3 clusters Score -561723.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -561757.812500 Penalty: 4188.958984
	Iteration 27Q: 3 clusters Score -561757.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -561784.250000 Penalty: 4188.958984
	Iteration 28Q: 3 clusters Score -561784.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -561805.062500 Penalty: 4188.958984
	Iteration 29Q: 3 clusters Score -561805.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -561819.312500 Penalty: 4188.958984
	Iteration 30Q: 3 clusters Score -561819.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -561833.500000 Penalty: 4188.958984
	Iteration 31Q: 3 clusters Score -561833.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -561855.750000 Penalty: 4188.958984
	Iteration 32Q: 3 clusters Score -561855.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -561881.875000 Penalty: 4188.958984
	Iteration 33Q: 3 clusters Score -561881.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -561898.812500 Penalty: 4188.958984
	Iteration 34Q: 3 clusters Score -561898.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -561913.875000 Penalty: 4188.958984
	Iteration 35Q: 3 clusters Score -561913.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -561926.875000 Penalty: 4188.958984
	Iteration 36Q: 3 clusters Score -561926.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -561934.437500 Penalty: 4188.958984
	Iteration 37Q: 3 clusters Score -561934.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -561946.125000 Penalty: 4188.958984
	Iteration 38Q: 3 clusters Score -561946.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -561955.562500 Penalty: 4188.958984
	Iteration 39Q: 3 clusters Score -561955.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -561963.812500 Penalty: 4188.958984
	Iteration 40F: 3 clusters Score -561963.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -561975.812500 Penalty: 4188.958984
	Iteration 41Q: 3 clusters Score -561975.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -561989.562500 Penalty: 4188.958984
	Iteration 42Q: 3 clusters Score -561989.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -562003.937500 Penalty: 4188.958984
	Iteration 43Q: 3 clusters Score -562003.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -562014.937500 Penalty: 4188.958984
	Iteration 44Q: 3 clusters Score -562014.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -562025.875000 Penalty: 4188.958984
	Iteration 45Q: 3 clusters Score -562025.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -562037.812500 Penalty: 4188.958984
	Iteration 46Q: 3 clusters Score -562037.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -562047.312500 Penalty: 4188.958984
	Iteration 47Q: 3 clusters Score -562047.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -562054.250000 Penalty: 4188.958984
	Iteration 48Q: 3 clusters Score -562054.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -562065.812500 Penalty: 4188.958984
	Iteration 49Q: 3 clusters Score -562065.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -562073.562500 Penalty: 4188.958984
	Iteration 50Q: 3 clusters Score -562073.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -562077.625000 Penalty: 4188.958984
	Iteration 51Q: 3 clusters Score -562077.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -562083.062500 Penalty: 4188.958984
	Iteration 52Q: 3 clusters Score -562083.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -562086.312500 Penalty: 4188.958984
	Iteration 53Q: 3 clusters Score -562086.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -562087.812500 Penalty: 4188.958984
	Iteration 54Q: 3 clusters Score -562087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -562092.812500 Penalty: 4188.958984
	Iteration 55Q: 3 clusters Score -562092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -562093.375000 Penalty: 4188.958984
	Iteration 56Q: 3 clusters Score -562093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -562094.625000 Penalty: 4188.958984
	Iteration 57Q: 3 clusters Score -562094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -562096.437500 Penalty: 4188.958984
	Iteration 58Q: 3 clusters Score -562096.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -562099.625000 Penalty: 4188.958984
	Iteration 59Q: 3 clusters Score -562099.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -562102.625000 Penalty: 4188.958984
	Iteration 60F: 3 clusters Score -562102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -562104.312500 Penalty: 4188.958984
	Iteration 61Q: 3 clusters Score -562104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -562104.000000 Penalty: 4188.958984
	Iteration 62Q: 3 clusters Score -562104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -562105.062500 Penalty: 4188.958984
	Iteration 63Q: 3 clusters Score -562105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -562105.062500 Penalty: 4188.958984
	Iteration 64F: 3 clusters Score -562105.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Entering Unmasked Estep 
Score: -4994388.500000 Penalty: 2638.025635
	Iteration 0F: 2 clusters Score -4994388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -4966124.000000 Penalty: 5276.051270
	Iteration 0F: 3 clusters Score -4966124 nChanged 19140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -4976888.500000 Penalty: 5276.051270
	Iteration 1F: 3 clusters Score -4976888 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -4977978.500000 Penalty: 5276.051270
	Iteration 2F: 3 clusters Score -4977978 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -4979437.500000 Penalty: 5276.051270
	Iteration 3F: 3 clusters Score -4979438 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -4981407.500000 Penalty: 5276.051270
	Iteration 4F: 3 clusters Score -4981408 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -4984031.000000 Penalty: 5276.051270
	Iteration 5F: 3 clusters Score -4984031 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -4987084.500000 Penalty: 5276.051270
	Iteration 6F: 3 clusters Score -4987084 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -4989544.000000 Penalty: 5276.051270
	Iteration 7F: 3 clusters Score -4989544 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -4990723.500000 Penalty: 5276.051270
	Iteration 8Q: 3 clusters Score -4990724 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4991259.500000 Penalty: 5276.051270
	Iteration 9Q: 3 clusters Score -4991260 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -4991537.000000 Penalty: 5276.051270
	Iteration 10Q: 3 clusters Score -4991537 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -4991688.500000 Penalty: 5276.051270
	Iteration 11Q: 3 clusters Score -4991688 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4991864.000000 Penalty: 5276.051270
	Iteration 12Q: 3 clusters Score -4991864 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4991983.000000 Penalty: 5276.051270
	Iteration 13Q: 3 clusters Score -4991983 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -4992091.500000 Penalty: 5276.051270
	Iteration 14Q: 3 clusters Score -4992092 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4992217.000000 Penalty: 5276.051270
	Iteration 15Q: 3 clusters Score -4992217 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -4992302.500000 Penalty: 5276.051270
	Iteration 16Q: 3 clusters Score -4992302 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -4992353.500000 Penalty: 5276.051270
	Iteration 17Q: 3 clusters Score -4992354 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -4992418.000000 Penalty: 5276.051270
	Iteration 18Q: 3 clusters Score -4992418 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -4992472.000000 Penalty: 5276.051270
	Iteration 19Q: 3 clusters Score -4992472 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -4992526.500000 Penalty: 5276.051270
	Iteration 20F: 3 clusters Score -4992526 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -4992580.000000 Penalty: 5276.051270
	Iteration 21Q: 3 clusters Score -4992580 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -4992606.500000 Penalty: 5276.051270
	Iteration 22Q: 3 clusters Score -4992606 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4992643.500000 Penalty: 5276.051270
	Iteration 23Q: 3 clusters Score -4992644 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4992654.000000 Penalty: 5276.051270
	Iteration 24Q: 3 clusters Score -4992654 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -4992668.000000 Penalty: 5276.051270
	Iteration 25Q: 3 clusters Score -4992668 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -4992716.000000 Penalty: 5276.051270
	Iteration 26Q: 3 clusters Score -4992716 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4992759.000000 Penalty: 5276.051270
	Iteration 27Q: 3 clusters Score -4992759 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -4992784.500000 Penalty: 5276.051270
	Iteration 28Q: 3 clusters Score -4992784 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -4992815.500000 Penalty: 5276.051270
	Iteration 29Q: 3 clusters Score -4992816 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4992812.000000 Penalty: 5276.051270
	Iteration 30Q: 3 clusters Score -4992812 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -4992836.000000 Penalty: 5276.051270
	Iteration 31Q: 3 clusters Score -4992836 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -4992853.500000 Penalty: 5276.051270
	Iteration 32Q: 3 clusters Score -4992854 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -4992865.500000 Penalty: 5276.051270
	Iteration 33Q: 3 clusters Score -4992866 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -4992872.000000 Penalty: 5276.051270
	Iteration 34Q: 3 clusters Score -4992872 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -4992889.500000 Penalty: 5276.051270
	Iteration 35Q: 3 clusters Score -4992890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -4992898.500000 Penalty: 5276.051270
	Iteration 36Q: 3 clusters Score -4992898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -4992904.000000 Penalty: 5276.051270
	Iteration 37Q: 3 clusters Score -4992904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -4992920.500000 Penalty: 5276.051270
	Iteration 38Q: 3 clusters Score -4992920 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -4992928.500000 Penalty: 5276.051270
	Iteration 39Q: 3 clusters Score -4992928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -4992934.000000 Penalty: 5276.051270
	Iteration 40F: 3 clusters Score -4992934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -4992940.500000 Penalty: 5276.051270
	Iteration 41Q: 3 clusters Score -4992940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -4992945.000000 Penalty: 5276.051270
	Iteration 42Q: 3 clusters Score -4992945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -4992932.000000 Penalty: 5276.051270
	Iteration 43Q: 3 clusters Score -4992932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -4992937.000000 Penalty: 5276.051270
	Iteration 44Q: 3 clusters Score -4992937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -4992939.000000 Penalty: 5276.051270
	Iteration 45Q: 3 clusters Score -4992939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4992937.000000 Penalty: 5276.051270
	Iteration 46Q: 3 clusters Score -4992937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -4992937.500000 Penalty: 5276.051270
	Iteration 47Q: 3 clusters Score -4992938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -4992947.500000 Penalty: 5276.051270
	Iteration 48Q: 3 clusters Score -4992948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -4992960.500000 Penalty: 5276.051270
	Iteration 49Q: 3 clusters Score -4992960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -4992952.000000 Penalty: 5276.051270
	Iteration 50Q: 3 clusters Score -4992952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4992955.000000 Penalty: 5276.051270
	Iteration 51Q: 3 clusters Score -4992955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -4992966.500000 Penalty: 5276.051270
	Iteration 52Q: 3 clusters Score -4992966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -4992964.000000 Penalty: 5276.051270
	Iteration 53Q: 3 clusters Score -4992964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -4992973.000000 Penalty: 5276.051270
	Iteration 54Q: 3 clusters Score -4992973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -4992977.000000 Penalty: 5276.051270
	Iteration 55Q: 3 clusters Score -4992977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -4992986.000000 Penalty: 5276.051270
	Iteration 56Q: 3 clusters Score -4992986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -4993004.000000 Penalty: 5276.051270
	Iteration 57Q: 3 clusters Score -4993004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -4992999.500000 Penalty: 5276.051270
	Iteration 58Q: 3 clusters Score -4993000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4993005.500000 Penalty: 5276.051270
	Iteration 59Q: 3 clusters Score -4993006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -4993009.500000 Penalty: 5276.051270
	Iteration 60F: 3 clusters Score -4993010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -4993014.000000 Penalty: 5276.051270
	Iteration 61Q: 3 clusters Score -4993014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -4993014.500000 Penalty: 5276.051270
	Iteration 62Q: 3 clusters Score -4993014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -4993021.500000 Penalty: 5276.051270
	Iteration 63Q: 3 clusters Score -4993022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -4993019.500000 Penalty: 5276.051270
	Iteration 64Q: 3 clusters Score -4993020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -4993031.500000 Penalty: 5276.051270
	Iteration 65Q: 3 clusters Score -4993032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -4993051.000000 Penalty: 5276.051270
	Iteration 66Q: 3 clusters Score -4993051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -4993043.000000 Penalty: 5276.051270
	Iteration 67Q: 3 clusters Score -4993043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -4993033.000000 Penalty: 5276.051270
	Iteration 68Q: 3 clusters Score -4993033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -4993038.500000 Penalty: 5276.051270
	Iteration 69Q: 3 clusters Score -4993038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -4993035.500000 Penalty: 5276.051270
	Iteration 70Q: 3 clusters Score -4993036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -4993044.500000 Penalty: 5276.051270
	Iteration 71Q: 3 clusters Score -4993044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -4993047.000000 Penalty: 5276.051270
	Iteration 72Q: 3 clusters Score -4993047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -4993045.500000 Penalty: 5276.051270
	Iteration 73Q: 3 clusters Score -4993046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -4993049.500000 Penalty: 5276.051270
	Iteration 74Q: 3 clusters Score -4993050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -4993050.000000 Penalty: 5276.051270
	Iteration 75Q: 3 clusters Score -4993050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -4993051.000000 Penalty: 5276.051270
	Iteration 76Q: 3 clusters Score -4993051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -4993046.000000 Penalty: 5276.051270
	Iteration 77Q: 3 clusters Score -4993046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -4993049.000000 Penalty: 5276.051270
	Iteration 78Q: 3 clusters Score -4993049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -4993047.500000 Penalty: 5276.051270
	Iteration 79Q: 3 clusters Score -4993048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -4993050.000000 Penalty: 5276.051270
	Iteration 80F: 3 clusters Score -4993050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -4993047.500000 Penalty: 5276.051270
	Iteration 81Q: 3 clusters Score -4993048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -4993047.500000 Penalty: 5276.051270
	Iteration 82Q: 3 clusters Score -4993048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -4993047.500000 Penalty: 5276.051270
	Iteration 83Q: 3 clusters Score -4993048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -4993047.500000 Penalty: 5276.051270
	Iteration 84Q: 3 clusters Score -4993048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -4993050.500000 Penalty: 5276.051270
	Iteration 85Q: 3 clusters Score -4993050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -4993046.500000 Penalty: 5276.051270
	Iteration 86Q: 3 clusters Score -4993046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -4993049.500000 Penalty: 5276.051270
	Iteration 87Q: 3 clusters Score -4993050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -4993052.500000 Penalty: 5276.051270
	Iteration 88Q: 3 clusters Score -4993052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -4993052.000000 Penalty: 5276.051270
	Iteration 89Q: 3 clusters Score -4993052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -4993050.500000 Penalty: 5276.051270
	Iteration 90Q: 3 clusters Score -4993050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -4993054.000000 Penalty: 5276.051270
	Iteration 91Q: 3 clusters Score -4993054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -4993053.000000 Penalty: 5276.051270
	Iteration 92Q: 3 clusters Score -4993053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -4993058.500000 Penalty: 5276.051270
	Iteration 93Q: 3 clusters Score -4993058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -4993055.500000 Penalty: 5276.051270
	Iteration 94Q: 3 clusters Score -4993056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -4993054.500000 Penalty: 5276.051270
	Iteration 95Q: 3 clusters Score -4993054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -4993059.000000 Penalty: 5276.051270
	Iteration 96Q: 3 clusters Score -4993059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -4993061.000000 Penalty: 5276.051270
	Iteration 97Q: 3 clusters Score -4993061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -4993063.500000 Penalty: 5276.051270
	Iteration 98Q: 3 clusters Score -4993064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -4993061.500000 Penalty: 5276.051270
	Iteration 99Q: 3 clusters Score -4993062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -4993058.000000 Penalty: 5276.051270
	Iteration 100F: 3 clusters Score -4993058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -4993060.000000 Penalty: 5276.051270
	Iteration 101Q: 3 clusters Score -4993060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -4993057.000000 Penalty: 5276.051270
	Iteration 102Q: 3 clusters Score -4993057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -4993063.500000 Penalty: 5276.051270
	Iteration 103Q: 3 clusters Score -4993064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -4993056.000000 Penalty: 5276.051270
	Iteration 104Q: 3 clusters Score -4993056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -4993047.000000 Penalty: 5276.051270
	Iteration 105Q: 3 clusters Score -4993047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -4993049.500000 Penalty: 5276.051270
	Iteration 106Q: 3 clusters Score -4993050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -4993048.000000 Penalty: 5276.051270
	Iteration 107Q: 3 clusters Score -4993048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -4993054.000000 Penalty: 5276.051270
	Iteration 108Q: 3 clusters Score -4993054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -4993053.000000 Penalty: 5276.051270
	Iteration 109Q: 3 clusters Score -4993053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -4993056.000000 Penalty: 5276.051270
	Iteration 110Q: 3 clusters Score -4993056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -4993047.500000 Penalty: 5276.051270
	Iteration 111Q: 3 clusters Score -4993048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -4993054.000000 Penalty: 5276.051270
	Iteration 112Q: 3 clusters Score -4993054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -4993058.500000 Penalty: 5276.051270
	Iteration 113Q: 3 clusters Score -4993058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -4993058.500000 Penalty: 5276.051270
	Iteration 114Q: 3 clusters Score -4993058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -4993064.000000 Penalty: 5276.051270
	Iteration 115Q: 3 clusters Score -4993064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -4993059.500000 Penalty: 5276.051270
	Iteration 116Q: 3 clusters Score -4993060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -4993065.500000 Penalty: 5276.051270
	Iteration 117Q: 3 clusters Score -4993066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -4993063.500000 Penalty: 5276.051270
	Iteration 118Q: 3 clusters Score -4993064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -4993069.000000 Penalty: 5276.051270
	Iteration 119Q: 3 clusters Score -4993069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -4993069.500000 Penalty: 5276.051270
	Iteration 120F: 3 clusters Score -4993070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -4993069.000000 Penalty: 5276.051270
	Iteration 121Q: 3 clusters Score -4993069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -4993069.500000 Penalty: 5276.051270
	Iteration 122Q: 3 clusters Score -4993070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -4993069.500000 Penalty: 5276.051270
	Iteration 123Q: 3 clusters Score -4993070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -4993069.000000 Penalty: 5276.051270
	Iteration 124Q: 3 clusters Score -4993069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -4993072.000000 Penalty: 5276.051270
	Iteration 125Q: 3 clusters Score -4993072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -4993072.000000 Penalty: 5276.051270
	Iteration 126F: 3 clusters Score -4993072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Entering Unmasked Estep 
Score: -569918.500000 Penalty: 2122.229004
	Iteration 0F: 2 clusters Score -569918.5 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 2600 members 
Entering Unmasked Estep 
Score: -565293.687500 Penalty: 4244.458008
	Iteration 0F: 3 clusters Score -565293.7 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -566582.687500 Penalty: 4244.458008
	Iteration 1F: 3 clusters Score -566582.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -566912.937500 Penalty: 4244.458008
	Iteration 2F: 3 clusters Score -566912.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -567200.312500 Penalty: 4244.458008
	Iteration 3F: 3 clusters Score -567200.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -567426.000000 Penalty: 4244.458008
	Iteration 4F: 3 clusters Score -567426 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -567595.562500 Penalty: 4244.458008
	Iteration 5Q: 3 clusters Score -567595.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -567755.687500 Penalty: 4244.458008
	Iteration 6Q: 3 clusters Score -567755.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -567896.687500 Penalty: 4244.458008
	Iteration 7Q: 3 clusters Score -567896.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -568024.000000 Penalty: 4244.458008
	Iteration 8Q: 3 clusters Score -568024 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -568167.625000 Penalty: 4244.458008
	Iteration 9Q: 3 clusters Score -568167.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -568305.687500 Penalty: 4244.458008
	Iteration 10Q: 3 clusters Score -568305.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -568437.062500 Penalty: 4244.458008
	Iteration 11Q: 3 clusters Score -568437.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -568518.750000 Penalty: 4244.458008
	Iteration 12Q: 3 clusters Score -568518.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -568579.312500 Penalty: 4244.458008
	Iteration 13Q: 3 clusters Score -568579.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -568626.750000 Penalty: 4244.458008
	Iteration 14Q: 3 clusters Score -568626.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -568652.187500 Penalty: 4244.458008
	Iteration 15Q: 3 clusters Score -568652.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -568674.562500 Penalty: 4244.458008
	Iteration 16Q: 3 clusters Score -568674.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -568691.625000 Penalty: 4244.458008
	Iteration 17Q: 3 clusters Score -568691.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -568706.937500 Penalty: 4244.458008
	Iteration 18Q: 3 clusters Score -568706.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -568719.812500 Penalty: 4244.458008
	Iteration 19Q: 3 clusters Score -568719.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -568726.250000 Penalty: 4244.458008
	Iteration 20F: 3 clusters Score -568726.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -568732.562500 Penalty: 4244.458008
	Iteration 21Q: 3 clusters Score -568732.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -568738.125000 Penalty: 4244.458008
	Iteration 22Q: 3 clusters Score -568738.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -568744.687500 Penalty: 4244.458008
	Iteration 23Q: 3 clusters Score -568744.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -568751.562500 Penalty: 4244.458008
	Iteration 24Q: 3 clusters Score -568751.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -568756.000000 Penalty: 4244.458008
	Iteration 25Q: 3 clusters Score -568756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -568762.500000 Penalty: 4244.458008
	Iteration 26Q: 3 clusters Score -568762.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -568767.000000 Penalty: 4244.458008
	Iteration 27Q: 3 clusters Score -568767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -568772.375000 Penalty: 4244.458008
	Iteration 28Q: 3 clusters Score -568772.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -568776.562500 Penalty: 4244.458008
	Iteration 29Q: 3 clusters Score -568776.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -568783.437500 Penalty: 4244.458008
	Iteration 30Q: 3 clusters Score -568783.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -568786.500000 Penalty: 4244.458008
	Iteration 31Q: 3 clusters Score -568786.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -568790.125000 Penalty: 4244.458008
	Iteration 32Q: 3 clusters Score -568790.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -568793.250000 Penalty: 4244.458008
	Iteration 33Q: 3 clusters Score -568793.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -568798.250000 Penalty: 4244.458008
	Iteration 34Q: 3 clusters Score -568798.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -568809.250000 Penalty: 4244.458008
	Iteration 35Q: 3 clusters Score -568809.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -568814.375000 Penalty: 4244.458008
	Iteration 36Q: 3 clusters Score -568814.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -568820.750000 Penalty: 4244.458008
	Iteration 37Q: 3 clusters Score -568820.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -568824.375000 Penalty: 4244.458008
	Iteration 38Q: 3 clusters Score -568824.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -568830.312500 Penalty: 4244.458008
	Iteration 39Q: 3 clusters Score -568830.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -568836.562500 Penalty: 4244.458008
	Iteration 40F: 3 clusters Score -568836.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -568841.375000 Penalty: 4244.458008
	Iteration 41Q: 3 clusters Score -568841.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -568843.812500 Penalty: 4244.458008
	Iteration 42Q: 3 clusters Score -568843.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -568849.375000 Penalty: 4244.458008
	Iteration 43Q: 3 clusters Score -568849.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -568854.937500 Penalty: 4244.458008
	Iteration 44Q: 3 clusters Score -568854.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -568858.187500 Penalty: 4244.458008
	Iteration 45Q: 3 clusters Score -568858.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -568862.937500 Penalty: 4244.458008
	Iteration 46Q: 3 clusters Score -568862.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -568867.500000 Penalty: 4244.458008
	Iteration 47Q: 3 clusters Score -568867.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -568869.812500 Penalty: 4244.458008
	Iteration 48Q: 3 clusters Score -568869.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -568872.562500 Penalty: 4244.458008
	Iteration 49Q: 3 clusters Score -568872.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -568877.562500 Penalty: 4244.458008
	Iteration 50Q: 3 clusters Score -568877.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -568882.750000 Penalty: 4244.458008
	Iteration 51Q: 3 clusters Score -568882.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -568885.937500 Penalty: 4244.458008
	Iteration 52Q: 3 clusters Score -568885.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -568889.375000 Penalty: 4244.458008
	Iteration 53Q: 3 clusters Score -568889.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -568891.812500 Penalty: 4244.458008
	Iteration 54Q: 3 clusters Score -568891.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -568893.187500 Penalty: 4244.458008
	Iteration 55Q: 3 clusters Score -568893.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -568898.562500 Penalty: 4244.458008
	Iteration 56Q: 3 clusters Score -568898.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -568903.125000 Penalty: 4244.458008
	Iteration 57Q: 3 clusters Score -568903.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -568910.000000 Penalty: 4244.458008
	Iteration 58Q: 3 clusters Score -568910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -568916.812500 Penalty: 4244.458008
	Iteration 59Q: 3 clusters Score -568916.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -568920.812500 Penalty: 4244.458008
	Iteration 60F: 3 clusters Score -568920.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -568924.250000 Penalty: 4244.458008
	Iteration 61Q: 3 clusters Score -568924.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -568928.500000 Penalty: 4244.458008
	Iteration 62Q: 3 clusters Score -568928.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -568930.250000 Penalty: 4244.458008
	Iteration 63Q: 3 clusters Score -568930.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -568931.812500 Penalty: 4244.458008
	Iteration 64Q: 3 clusters Score -568931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -568932.250000 Penalty: 4244.458008
	Iteration 65Q: 3 clusters Score -568932.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -568934.437500 Penalty: 4244.458008
	Iteration 66Q: 3 clusters Score -568934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -568934.687500 Penalty: 4244.458008
	Iteration 67Q: 3 clusters Score -568934.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -568936.062500 Penalty: 4244.458008
	Iteration 68Q: 3 clusters Score -568936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -568938.875000 Penalty: 4244.458008
	Iteration 69Q: 3 clusters Score -568938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -568939.500000 Penalty: 4244.458008
	Iteration 70Q: 3 clusters Score -568939.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -568941.562500 Penalty: 4244.458008
	Iteration 71Q: 3 clusters Score -568941.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -568942.625000 Penalty: 4244.458008
	Iteration 72Q: 3 clusters Score -568942.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -568943.750000 Penalty: 4244.458008
	Iteration 73Q: 3 clusters Score -568943.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -568946.500000 Penalty: 4244.458008
	Iteration 74Q: 3 clusters Score -568946.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -568951.000000 Penalty: 4244.458008
	Iteration 75Q: 3 clusters Score -568951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -568955.750000 Penalty: 4244.458008
	Iteration 76Q: 3 clusters Score -568955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -568960.062500 Penalty: 4244.458008
	Iteration 77Q: 3 clusters Score -568960.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -568963.937500 Penalty: 4244.458008
	Iteration 78Q: 3 clusters Score -568963.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -568967.375000 Penalty: 4244.458008
	Iteration 79Q: 3 clusters Score -568967.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -568969.312500 Penalty: 4244.458008
	Iteration 80F: 3 clusters Score -568969.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -568971.312500 Penalty: 4244.458008
	Iteration 81Q: 3 clusters Score -568971.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -568977.062500 Penalty: 4244.458008
	Iteration 82Q: 3 clusters Score -568977.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -568981.625000 Penalty: 4244.458008
	Iteration 83Q: 3 clusters Score -568981.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -568984.375000 Penalty: 4244.458008
	Iteration 84Q: 3 clusters Score -568984.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -568986.187500 Penalty: 4244.458008
	Iteration 85Q: 3 clusters Score -568986.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -568989.437500 Penalty: 4244.458008
	Iteration 86Q: 3 clusters Score -568989.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -568990.312500 Penalty: 4244.458008
	Iteration 87Q: 3 clusters Score -568990.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -568990.750000 Penalty: 4244.458008
	Iteration 88Q: 3 clusters Score -568990.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -568993.937500 Penalty: 4244.458008
	Iteration 89Q: 3 clusters Score -568993.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -568994.875000 Penalty: 4244.458008
	Iteration 90Q: 3 clusters Score -568994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -568997.437500 Penalty: 4244.458008
	Iteration 91Q: 3 clusters Score -568997.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -568999.562500 Penalty: 4244.458008
	Iteration 92Q: 3 clusters Score -568999.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -569002.000000 Penalty: 4244.458008
	Iteration 93Q: 3 clusters Score -569002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -569003.625000 Penalty: 4244.458008
	Iteration 94Q: 3 clusters Score -569003.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -569004.687500 Penalty: 4244.458008
	Iteration 95Q: 3 clusters Score -569004.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -569006.562500 Penalty: 4244.458008
	Iteration 96Q: 3 clusters Score -569006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -569008.437500 Penalty: 4244.458008
	Iteration 97Q: 3 clusters Score -569008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -569008.875000 Penalty: 4244.458008
	Iteration 98Q: 3 clusters Score -569008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -569007.875000 Penalty: 4244.458008
	Iteration 99Q: 3 clusters Score -569007.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -569008.187500 Penalty: 4244.458008
	Iteration 100F: 3 clusters Score -569008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -569008.625000 Penalty: 4244.458008
	Iteration 101Q: 3 clusters Score -569008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -569008.625000 Penalty: 4244.458008
	Iteration 102Q: 3 clusters Score -569008.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -569008.625000 Penalty: 4244.458008
	Iteration 103F: 3 clusters Score -569008.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Entering Unmasked Estep 
Score: -1348075.500000 Penalty: 2317.549561
	Iteration 0F: 2 clusters Score -1348076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1339458.000000 Penalty: 4635.099121
	Iteration 0F: 3 clusters Score -1339458 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1341966.250000 Penalty: 4635.099121
	Iteration 1F: 3 clusters Score -1341966 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1342313.875000 Penalty: 4635.099121
	Iteration 2F: 3 clusters Score -1342314 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1342587.000000 Penalty: 4635.099121
	Iteration 3F: 3 clusters Score -1342587 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1342766.000000 Penalty: 4635.099121
	Iteration 4Q: 3 clusters Score -1342766 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1342925.625000 Penalty: 4635.099121
	Iteration 5Q: 3 clusters Score -1342926 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1343069.375000 Penalty: 4635.099121
	Iteration 6Q: 3 clusters Score -1343069 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1343190.250000 Penalty: 4635.099121
	Iteration 7Q: 3 clusters Score -1343190 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1343297.875000 Penalty: 4635.099121
	Iteration 8Q: 3 clusters Score -1343298 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1343407.250000 Penalty: 4635.099121
	Iteration 9Q: 3 clusters Score -1343407 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1343505.000000 Penalty: 4635.099121
	Iteration 10Q: 3 clusters Score -1343505 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1343598.125000 Penalty: 4635.099121
	Iteration 11Q: 3 clusters Score -1343598 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1343694.500000 Penalty: 4635.099121
	Iteration 12Q: 3 clusters Score -1343694 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1343804.750000 Penalty: 4635.099121
	Iteration 13Q: 3 clusters Score -1343805 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1343926.500000 Penalty: 4635.099121
	Iteration 14Q: 3 clusters Score -1343926 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1344071.250000 Penalty: 4635.099121
	Iteration 15Q: 3 clusters Score -1344071 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1344246.125000 Penalty: 4635.099121
	Iteration 16Q: 3 clusters Score -1344246 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1344460.125000 Penalty: 4635.099121
	Iteration 17Q: 3 clusters Score -1344460 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1344717.500000 Penalty: 4635.099121
	Iteration 18Q: 3 clusters Score -1344718 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1345004.250000 Penalty: 4635.099121
	Iteration 19Q: 3 clusters Score -1345004 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1345273.750000 Penalty: 4635.099121
	Iteration 20F: 3 clusters Score -1345274 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1345501.625000 Penalty: 4635.099121
	Iteration 21Q: 3 clusters Score -1345502 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1345694.375000 Penalty: 4635.099121
	Iteration 22Q: 3 clusters Score -1345694 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1345833.375000 Penalty: 4635.099121
	Iteration 23Q: 3 clusters Score -1345833 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1345923.625000 Penalty: 4635.099121
	Iteration 24Q: 3 clusters Score -1345924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1345994.375000 Penalty: 4635.099121
	Iteration 25Q: 3 clusters Score -1345994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1346033.000000 Penalty: 4635.099121
	Iteration 26Q: 3 clusters Score -1346033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1346061.750000 Penalty: 4635.099121
	Iteration 27Q: 3 clusters Score -1346062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1346085.750000 Penalty: 4635.099121
	Iteration 28Q: 3 clusters Score -1346086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1346097.625000 Penalty: 4635.099121
	Iteration 29Q: 3 clusters Score -1346098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1346101.500000 Penalty: 4635.099121
	Iteration 30Q: 3 clusters Score -1346102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1346105.500000 Penalty: 4635.099121
	Iteration 31Q: 3 clusters Score -1346106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1346105.500000 Penalty: 4635.099121
	Iteration 32F: 3 clusters Score -1346106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Entering Unmasked Estep 
Score: -4561238.000000 Penalty: 2614.905029
	Iteration 0F: 2 clusters Score -4561238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4535444.000000 Penalty: 5229.810059
	Iteration 0F: 3 clusters Score -4535444 nChanged 17362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4545115.500000 Penalty: 5229.810059
	Iteration 1F: 3 clusters Score -4545116 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4545692.000000 Penalty: 5229.810059
	Iteration 2Q: 3 clusters Score -4545692 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -4546186.500000 Penalty: 5229.810059
	Iteration 3Q: 3 clusters Score -4546186 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -4546666.500000 Penalty: 5229.810059
	Iteration 4Q: 3 clusters Score -4546666 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -4547150.500000 Penalty: 5229.810059
	Iteration 5Q: 3 clusters Score -4547150 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -4547701.000000 Penalty: 5229.810059
	Iteration 6Q: 3 clusters Score -4547701 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4548397.000000 Penalty: 5229.810059
	Iteration 7Q: 3 clusters Score -4548397 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4549220.000000 Penalty: 5229.810059
	Iteration 8Q: 3 clusters Score -4549220 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4550243.500000 Penalty: 5229.810059
	Iteration 9Q: 3 clusters Score -4550244 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4551509.000000 Penalty: 5229.810059
	Iteration 10Q: 3 clusters Score -4551509 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4552738.000000 Penalty: 5229.810059
	Iteration 11Q: 3 clusters Score -4552738 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -4553687.500000 Penalty: 5229.810059
	Iteration 12Q: 3 clusters Score -4553688 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -4554346.000000 Penalty: 5229.810059
	Iteration 13Q: 3 clusters Score -4554346 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -4554772.500000 Penalty: 5229.810059
	Iteration 14Q: 3 clusters Score -4554772 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -4555054.500000 Penalty: 5229.810059
	Iteration 15Q: 3 clusters Score -4555054 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -4555281.500000 Penalty: 5229.810059
	Iteration 16Q: 3 clusters Score -4555282 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -4555460.500000 Penalty: 5229.810059
	Iteration 17Q: 3 clusters Score -4555460 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -4555647.000000 Penalty: 5229.810059
	Iteration 18Q: 3 clusters Score -4555647 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -4555837.000000 Penalty: 5229.810059
	Iteration 19Q: 3 clusters Score -4555837 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -4556030.500000 Penalty: 5229.810059
	Iteration 20F: 3 clusters Score -4556030 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -4556183.500000 Penalty: 5229.810059
	Iteration 21Q: 3 clusters Score -4556184 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -4556388.000000 Penalty: 5229.810059
	Iteration 22Q: 3 clusters Score -4556388 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4556525.500000 Penalty: 5229.810059
	Iteration 23Q: 3 clusters Score -4556526 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -4556687.500000 Penalty: 5229.810059
	Iteration 24Q: 3 clusters Score -4556688 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -4556810.000000 Penalty: 5229.810059
	Iteration 25Q: 3 clusters Score -4556810 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -4556934.000000 Penalty: 5229.810059
	Iteration 26Q: 3 clusters Score -4556934 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -4557076.500000 Penalty: 5229.810059
	Iteration 27Q: 3 clusters Score -4557076 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -4557204.000000 Penalty: 5229.810059
	Iteration 28Q: 3 clusters Score -4557204 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -4557339.000000 Penalty: 5229.810059
	Iteration 29Q: 3 clusters Score -4557339 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -4557456.500000 Penalty: 5229.810059
	Iteration 30Q: 3 clusters Score -4557456 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -4557590.000000 Penalty: 5229.810059
	Iteration 31Q: 3 clusters Score -4557590 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -4557683.500000 Penalty: 5229.810059
	Iteration 32Q: 3 clusters Score -4557684 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4557790.500000 Penalty: 5229.810059
	Iteration 33Q: 3 clusters Score -4557790 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4557888.000000 Penalty: 5229.810059
	Iteration 34Q: 3 clusters Score -4557888 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -4557988.000000 Penalty: 5229.810059
	Iteration 35Q: 3 clusters Score -4557988 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4558067.500000 Penalty: 5229.810059
	Iteration 36Q: 3 clusters Score -4558068 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -4558119.500000 Penalty: 5229.810059
	Iteration 37Q: 3 clusters Score -4558120 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4558190.500000 Penalty: 5229.810059
	Iteration 38Q: 3 clusters Score -4558190 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4558265.500000 Penalty: 5229.810059
	Iteration 39Q: 3 clusters Score -4558266 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4558303.000000 Penalty: 5229.810059
	Iteration 40F: 3 clusters Score -4558303 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4558363.000000 Penalty: 5229.810059
	Iteration 41Q: 3 clusters Score -4558363 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4558422.500000 Penalty: 5229.810059
	Iteration 42Q: 3 clusters Score -4558422 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4558461.500000 Penalty: 5229.810059
	Iteration 43Q: 3 clusters Score -4558462 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4558505.000000 Penalty: 5229.810059
	Iteration 44Q: 3 clusters Score -4558505 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4558545.000000 Penalty: 5229.810059
	Iteration 45Q: 3 clusters Score -4558545 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4558598.000000 Penalty: 5229.810059
	Iteration 46Q: 3 clusters Score -4558598 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4558620.500000 Penalty: 5229.810059
	Iteration 47Q: 3 clusters Score -4558620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4558640.500000 Penalty: 5229.810059
	Iteration 48Q: 3 clusters Score -4558640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4558680.000000 Penalty: 5229.810059
	Iteration 49Q: 3 clusters Score -4558680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4558708.000000 Penalty: 5229.810059
	Iteration 50Q: 3 clusters Score -4558708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4558744.500000 Penalty: 5229.810059
	Iteration 51Q: 3 clusters Score -4558744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4558773.500000 Penalty: 5229.810059
	Iteration 52Q: 3 clusters Score -4558774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4558797.500000 Penalty: 5229.810059
	Iteration 53Q: 3 clusters Score -4558798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4558822.500000 Penalty: 5229.810059
	Iteration 54Q: 3 clusters Score -4558822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4558844.500000 Penalty: 5229.810059
	Iteration 55Q: 3 clusters Score -4558844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4558862.500000 Penalty: 5229.810059
	Iteration 56Q: 3 clusters Score -4558862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4558882.000000 Penalty: 5229.810059
	Iteration 57Q: 3 clusters Score -4558882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4558900.000000 Penalty: 5229.810059
	Iteration 58Q: 3 clusters Score -4558900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4558920.000000 Penalty: 5229.810059
	Iteration 59Q: 3 clusters Score -4558920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4558936.500000 Penalty: 5229.810059
	Iteration 60F: 3 clusters Score -4558936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4558958.000000 Penalty: 5229.810059
	Iteration 61Q: 3 clusters Score -4558958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4558972.000000 Penalty: 5229.810059
	Iteration 62Q: 3 clusters Score -4558972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4558976.500000 Penalty: 5229.810059
	Iteration 63Q: 3 clusters Score -4558976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4558976.000000 Penalty: 5229.810059
	Iteration 64Q: 3 clusters Score -4558976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4558988.000000 Penalty: 5229.810059
	Iteration 65Q: 3 clusters Score -4558988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4558988.000000 Penalty: 5229.810059
	Iteration 66Q: 3 clusters Score -4558988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4558991.000000 Penalty: 5229.810059
	Iteration 67Q: 3 clusters Score -4558991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4558987.500000 Penalty: 5229.810059
	Iteration 68Q: 3 clusters Score -4558988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4558991.000000 Penalty: 5229.810059
	Iteration 69Q: 3 clusters Score -4558991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4558998.000000 Penalty: 5229.810059
	Iteration 70Q: 3 clusters Score -4558998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4558997.000000 Penalty: 5229.810059
	Iteration 71Q: 3 clusters Score -4558997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4559003.000000 Penalty: 5229.810059
	Iteration 72Q: 3 clusters Score -4559003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4559006.000000 Penalty: 5229.810059
	Iteration 73Q: 3 clusters Score -4559006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4559006.500000 Penalty: 5229.810059
	Iteration 74Q: 3 clusters Score -4559006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4559012.500000 Penalty: 5229.810059
	Iteration 75Q: 3 clusters Score -4559012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4559017.000000 Penalty: 5229.810059
	Iteration 76Q: 3 clusters Score -4559017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4559026.000000 Penalty: 5229.810059
	Iteration 77Q: 3 clusters Score -4559026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4559031.500000 Penalty: 5229.810059
	Iteration 78Q: 3 clusters Score -4559032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4559035.500000 Penalty: 5229.810059
	Iteration 79Q: 3 clusters Score -4559036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4559034.500000 Penalty: 5229.810059
	Iteration 80F: 3 clusters Score -4559034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4559035.500000 Penalty: 5229.810059
	Iteration 81Q: 3 clusters Score -4559036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4559041.000000 Penalty: 5229.810059
	Iteration 82Q: 3 clusters Score -4559041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4559042.500000 Penalty: 5229.810059
	Iteration 83Q: 3 clusters Score -4559042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4559046.500000 Penalty: 5229.810059
	Iteration 84Q: 3 clusters Score -4559046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4559046.500000 Penalty: 5229.810059
	Iteration 85Q: 3 clusters Score -4559046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4559045.500000 Penalty: 5229.810059
	Iteration 86Q: 3 clusters Score -4559046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4559045.500000 Penalty: 5229.810059
	Iteration 87F: 3 clusters Score -4559046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Entering Unmasked Estep 
Score: -1479059.250000 Penalty: 2342.227051
	Iteration 0F: 2 clusters Score -1479059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1469786.500000 Penalty: 4684.454102
	Iteration 0F: 3 clusters Score -1469786 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1472705.625000 Penalty: 4684.454102
	Iteration 1F: 3 clusters Score -1472706 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1473157.000000 Penalty: 4684.454102
	Iteration 2F: 3 clusters Score -1473157 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1473503.750000 Penalty: 4684.454102
	Iteration 3F: 3 clusters Score -1473504 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1473896.625000 Penalty: 4684.454102
	Iteration 4F: 3 clusters Score -1473897 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1474265.750000 Penalty: 4684.454102
	Iteration 5Q: 3 clusters Score -1474266 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1474613.750000 Penalty: 4684.454102
	Iteration 6Q: 3 clusters Score -1474614 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1474929.875000 Penalty: 4684.454102
	Iteration 7Q: 3 clusters Score -1474930 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1475183.875000 Penalty: 4684.454102
	Iteration 8Q: 3 clusters Score -1475184 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1475383.375000 Penalty: 4684.454102
	Iteration 9Q: 3 clusters Score -1475383 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1475540.875000 Penalty: 4684.454102
	Iteration 10Q: 3 clusters Score -1475541 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1475669.000000 Penalty: 4684.454102
	Iteration 11Q: 3 clusters Score -1475669 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1475779.500000 Penalty: 4684.454102
	Iteration 12Q: 3 clusters Score -1475780 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1475888.875000 Penalty: 4684.454102
	Iteration 13Q: 3 clusters Score -1475889 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1476002.125000 Penalty: 4684.454102
	Iteration 14Q: 3 clusters Score -1476002 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1476112.750000 Penalty: 4684.454102
	Iteration 15Q: 3 clusters Score -1476113 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1476209.000000 Penalty: 4684.454102
	Iteration 16Q: 3 clusters Score -1476209 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1476299.875000 Penalty: 4684.454102
	Iteration 17Q: 3 clusters Score -1476300 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1476395.250000 Penalty: 4684.454102
	Iteration 18Q: 3 clusters Score -1476395 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1476495.625000 Penalty: 4684.454102
	Iteration 19Q: 3 clusters Score -1476496 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1476575.875000 Penalty: 4684.454102
	Iteration 20F: 3 clusters Score -1476576 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1476651.500000 Penalty: 4684.454102
	Iteration 21Q: 3 clusters Score -1476652 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1476737.625000 Penalty: 4684.454102
	Iteration 22Q: 3 clusters Score -1476738 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1476834.375000 Penalty: 4684.454102
	Iteration 23Q: 3 clusters Score -1476834 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1476920.000000 Penalty: 4684.454102
	Iteration 24Q: 3 clusters Score -1476920 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1476987.875000 Penalty: 4684.454102
	Iteration 25Q: 3 clusters Score -1476988 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1477040.750000 Penalty: 4684.454102
	Iteration 26Q: 3 clusters Score -1477041 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1477072.375000 Penalty: 4684.454102
	Iteration 27Q: 3 clusters Score -1477072 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1477109.750000 Penalty: 4684.454102
	Iteration 28Q: 3 clusters Score -1477110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1477139.625000 Penalty: 4684.454102
	Iteration 29Q: 3 clusters Score -1477140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1477168.500000 Penalty: 4684.454102
	Iteration 30Q: 3 clusters Score -1477168 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1477181.250000 Penalty: 4684.454102
	Iteration 31Q: 3 clusters Score -1477181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1477204.250000 Penalty: 4684.454102
	Iteration 32Q: 3 clusters Score -1477204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1477218.875000 Penalty: 4684.454102
	Iteration 33Q: 3 clusters Score -1477219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1477232.000000 Penalty: 4684.454102
	Iteration 34Q: 3 clusters Score -1477232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1477248.250000 Penalty: 4684.454102
	Iteration 35Q: 3 clusters Score -1477248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1477254.375000 Penalty: 4684.454102
	Iteration 36Q: 3 clusters Score -1477254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1477264.500000 Penalty: 4684.454102
	Iteration 37Q: 3 clusters Score -1477264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1477268.875000 Penalty: 4684.454102
	Iteration 38Q: 3 clusters Score -1477269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1477287.250000 Penalty: 4684.454102
	Iteration 39Q: 3 clusters Score -1477287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1477297.500000 Penalty: 4684.454102
	Iteration 40F: 3 clusters Score -1477298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1477310.875000 Penalty: 4684.454102
	Iteration 41Q: 3 clusters Score -1477311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1477326.625000 Penalty: 4684.454102
	Iteration 42Q: 3 clusters Score -1477327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1477332.875000 Penalty: 4684.454102
	Iteration 43Q: 3 clusters Score -1477333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1477344.375000 Penalty: 4684.454102
	Iteration 44Q: 3 clusters Score -1477344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1477353.750000 Penalty: 4684.454102
	Iteration 45Q: 3 clusters Score -1477354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1477364.000000 Penalty: 4684.454102
	Iteration 46Q: 3 clusters Score -1477364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1477374.000000 Penalty: 4684.454102
	Iteration 47Q: 3 clusters Score -1477374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1477378.375000 Penalty: 4684.454102
	Iteration 48Q: 3 clusters Score -1477378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1477384.250000 Penalty: 4684.454102
	Iteration 49Q: 3 clusters Score -1477384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1477386.875000 Penalty: 4684.454102
	Iteration 50Q: 3 clusters Score -1477387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1477393.125000 Penalty: 4684.454102
	Iteration 51Q: 3 clusters Score -1477393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1477398.375000 Penalty: 4684.454102
	Iteration 52Q: 3 clusters Score -1477398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1477400.625000 Penalty: 4684.454102
	Iteration 53Q: 3 clusters Score -1477401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1477404.875000 Penalty: 4684.454102
	Iteration 54Q: 3 clusters Score -1477405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1477408.250000 Penalty: 4684.454102
	Iteration 55Q: 3 clusters Score -1477408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1477415.750000 Penalty: 4684.454102
	Iteration 56Q: 3 clusters Score -1477416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1477413.500000 Penalty: 4684.454102
	Iteration 57Q: 3 clusters Score -1477414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1477417.125000 Penalty: 4684.454102
	Iteration 58Q: 3 clusters Score -1477417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1477420.250000 Penalty: 4684.454102
	Iteration 59Q: 3 clusters Score -1477420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1477422.500000 Penalty: 4684.454102
	Iteration 60F: 3 clusters Score -1477422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1477429.000000 Penalty: 4684.454102
	Iteration 61Q: 3 clusters Score -1477429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1477428.875000 Penalty: 4684.454102
	Iteration 62Q: 3 clusters Score -1477429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1477432.125000 Penalty: 4684.454102
	Iteration 63Q: 3 clusters Score -1477432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1477436.625000 Penalty: 4684.454102
	Iteration 64Q: 3 clusters Score -1477437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1477435.875000 Penalty: 4684.454102
	Iteration 65Q: 3 clusters Score -1477436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1477439.125000 Penalty: 4684.454102
	Iteration 66Q: 3 clusters Score -1477439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1477440.625000 Penalty: 4684.454102
	Iteration 67Q: 3 clusters Score -1477441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1477445.125000 Penalty: 4684.454102
	Iteration 68Q: 3 clusters Score -1477445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1477446.875000 Penalty: 4684.454102
	Iteration 69Q: 3 clusters Score -1477447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1477445.500000 Penalty: 4684.454102
	Iteration 70Q: 3 clusters Score -1477446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1477445.625000 Penalty: 4684.454102
	Iteration 71Q: 3 clusters Score -1477446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1477444.750000 Penalty: 4684.454102
	Iteration 72Q: 3 clusters Score -1477445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1477442.750000 Penalty: 4684.454102
	Iteration 73Q: 3 clusters Score -1477443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1477445.250000 Penalty: 4684.454102
	Iteration 74Q: 3 clusters Score -1477445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1477444.875000 Penalty: 4684.454102
	Iteration 75Q: 3 clusters Score -1477445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1477445.875000 Penalty: 4684.454102
	Iteration 76Q: 3 clusters Score -1477446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1477447.125000 Penalty: 4684.454102
	Iteration 77Q: 3 clusters Score -1477447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1477446.625000 Penalty: 4684.454102
	Iteration 78Q: 3 clusters Score -1477447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1477446.625000 Penalty: 4684.454102
	Iteration 79F: 3 clusters Score -1477447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157955 members 
Entering Unmasked Estep 
Score: -18813846.000000 Penalty: 2968.576172
	Iteration 0F: 2 clusters Score -1.881385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 78837 members 
Entering Unmasked Estep 
Score: -18708538.000000 Penalty: 5937.152344
	Iteration 0F: 3 clusters Score -1.870854e+07 nChanged 75749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 78876 members 
Entering Unmasked Estep 
Score: -18752484.000000 Penalty: 5937.152344
	Iteration 1F: 3 clusters Score -1.875248e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
Score: -18753376.000000 Penalty: 5937.152344
	Iteration 2Q: 3 clusters Score -1.875338e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -18754268.000000 Penalty: 5937.152344
	Iteration 3Q: 3 clusters Score -1.875427e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79626 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -18755292.000000 Penalty: 5937.152344
	Iteration 4Q: 3 clusters Score -1.875529e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80061 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -18756444.000000 Penalty: 5937.152344
	Iteration 5Q: 3 clusters Score -1.875644e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -18757884.000000 Penalty: 5937.152344
	Iteration 6Q: 3 clusters Score -1.875788e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -18759364.000000 Penalty: 5937.152344
	Iteration 7Q: 3 clusters Score -1.875936e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -18761148.000000 Penalty: 5937.152344
	Iteration 8Q: 3 clusters Score -1.876115e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 71597 members 
Entering Unmasked Estep 
Score: -18763258.000000 Penalty: 5937.152344
	Iteration 9Q: 3 clusters Score -1.876326e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 67579 members 
Entering Unmasked Estep 
Score: -18765982.000000 Penalty: 5937.152344
	Iteration 10Q: 3 clusters Score -1.876598e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95793 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -18769346.000000 Penalty: 5937.152344
	Iteration 11Q: 3 clusters Score -1.876935e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102575 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -18773800.000000 Penalty: 5937.152344
	Iteration 12Q: 3 clusters Score -1.87738e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110709 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -18779326.000000 Penalty: 5937.152344
	Iteration 13F: 3 clusters Score -1.877933e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119296 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -18785554.000000 Penalty: 5937.152344
	Iteration 14F: 3 clusters Score -1.878555e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127405 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -18791568.000000 Penalty: 5937.152344
	Iteration 15F: 3 clusters Score -1.879157e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134423 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -18796682.000000 Penalty: 5937.152344
	Iteration 16Q: 3 clusters Score -1.879668e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140190 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -18800738.000000 Penalty: 5937.152344
	Iteration 17Q: 3 clusters Score -1.880074e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144862 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -18803934.000000 Penalty: 5937.152344
	Iteration 18Q: 3 clusters Score -1.880393e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148406 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -18806304.000000 Penalty: 5937.152344
	Iteration 19Q: 3 clusters Score -1.88063e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151045 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -18807854.000000 Penalty: 5937.152344
	Iteration 20F: 3 clusters Score -1.880785e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152948 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -18809048.000000 Penalty: 5937.152344
	Iteration 21Q: 3 clusters Score -1.880905e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154282 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -18809778.000000 Penalty: 5937.152344
	Iteration 22Q: 3 clusters Score -1.880978e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155168 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -18810226.000000 Penalty: 5937.152344
	Iteration 23Q: 3 clusters Score -1.881023e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155741 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -18810520.000000 Penalty: 5937.152344
	Iteration 24Q: 3 clusters Score -1.881052e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156139 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -18810734.000000 Penalty: 5937.152344
	Iteration 25Q: 3 clusters Score -1.881073e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156411 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -18810876.000000 Penalty: 5937.152344
	Iteration 26Q: 3 clusters Score -1.881088e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156588 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -18811000.000000 Penalty: 5937.152344
	Iteration 27Q: 3 clusters Score -1.8811e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156703 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -18811106.000000 Penalty: 5937.152344
	Iteration 28Q: 3 clusters Score -1.881111e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156792 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -18811194.000000 Penalty: 5937.152344
	Iteration 29Q: 3 clusters Score -1.881119e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156861 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18811242.000000 Penalty: 5937.152344
	Iteration 30Q: 3 clusters Score -1.881124e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156905 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -18811272.000000 Penalty: 5937.152344
	Iteration 31Q: 3 clusters Score -1.881127e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156951 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -18811292.000000 Penalty: 5937.152344
	Iteration 32Q: 3 clusters Score -1.881129e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156989 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -18811322.000000 Penalty: 5937.152344
	Iteration 33Q: 3 clusters Score -1.881132e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157017 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -18811332.000000 Penalty: 5937.152344
	Iteration 34Q: 3 clusters Score -1.881133e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157043 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -18811348.000000 Penalty: 5937.152344
	Iteration 35Q: 3 clusters Score -1.881135e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157066 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -18811366.000000 Penalty: 5937.152344
	Iteration 36Q: 3 clusters Score -1.881137e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157085 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -18811364.000000 Penalty: 5937.152344
	Iteration 37Q: 3 clusters Score -1.881136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157094 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -18811384.000000 Penalty: 5937.152344
	Iteration 38Q: 3 clusters Score -1.881138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -18811388.000000 Penalty: 5937.152344
	Iteration 39Q: 3 clusters Score -1.881139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -18811392.000000 Penalty: 5937.152344
	Iteration 40F: 3 clusters Score -1.881139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157127 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -18811402.000000 Penalty: 5937.152344
	Iteration 41Q: 3 clusters Score -1.88114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157130 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -18811394.000000 Penalty: 5937.152344
	Iteration 42Q: 3 clusters Score -1.881139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157137 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -18811394.000000 Penalty: 5937.152344
	Iteration 43Q: 3 clusters Score -1.881139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157142 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -18811398.000000 Penalty: 5937.152344
	Iteration 44Q: 3 clusters Score -1.88114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157145 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -18811402.000000 Penalty: 5937.152344
	Iteration 45Q: 3 clusters Score -1.88114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157148 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -18811408.000000 Penalty: 5937.152344
	Iteration 46Q: 3 clusters Score -1.881141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157153 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -18811410.000000 Penalty: 5937.152344
	Iteration 47Q: 3 clusters Score -1.881141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157157 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -18811406.000000 Penalty: 5937.152344
	Iteration 48Q: 3 clusters Score -1.881141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157157 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -18811416.000000 Penalty: 5937.152344
	Iteration 49Q: 3 clusters Score -1.881142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157158 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -18811410.000000 Penalty: 5937.152344
	Iteration 50Q: 3 clusters Score -1.881141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157160 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -18811410.000000 Penalty: 5937.152344
	Iteration 51Q: 3 clusters Score -1.881141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157163 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -18811414.000000 Penalty: 5937.152344
	Iteration 52Q: 3 clusters Score -1.881141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157163 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -18811414.000000 Penalty: 5937.152344
	Iteration 53F: 3 clusters Score -1.881141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Entering Unmasked Estep 
Score: -494903.468750 Penalty: 2071.608887
	Iteration 0F: 2 clusters Score -494903.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -490952.968750 Penalty: 4143.217773
	Iteration 0F: 3 clusters Score -490953 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -491930.937500 Penalty: 4143.217773
	Iteration 1F: 3 clusters Score -491930.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -492089.343750 Penalty: 4143.217773
	Iteration 2F: 3 clusters Score -492089.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -492203.468750 Penalty: 4143.217773
	Iteration 3Q: 3 clusters Score -492203.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -492274.093750 Penalty: 4143.217773
	Iteration 4Q: 3 clusters Score -492274.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -492322.718750 Penalty: 4143.217773
	Iteration 5Q: 3 clusters Score -492322.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -492357.562500 Penalty: 4143.217773
	Iteration 6Q: 3 clusters Score -492357.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -492388.718750 Penalty: 4143.217773
	Iteration 7Q: 3 clusters Score -492388.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -492405.406250 Penalty: 4143.217773
	Iteration 8Q: 3 clusters Score -492405.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -492416.593750 Penalty: 4143.217773
	Iteration 9Q: 3 clusters Score -492416.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -492424.593750 Penalty: 4143.217773
	Iteration 10Q: 3 clusters Score -492424.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -492429.750000 Penalty: 4143.217773
	Iteration 11Q: 3 clusters Score -492429.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -492436.781250 Penalty: 4143.217773
	Iteration 12Q: 3 clusters Score -492436.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -492440.375000 Penalty: 4143.217773
	Iteration 13Q: 3 clusters Score -492440.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -492445.625000 Penalty: 4143.217773
	Iteration 14Q: 3 clusters Score -492445.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -492448.750000 Penalty: 4143.217773
	Iteration 15Q: 3 clusters Score -492448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -492448.875000 Penalty: 4143.217773
	Iteration 16Q: 3 clusters Score -492448.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -492451.000000 Penalty: 4143.217773
	Iteration 17Q: 3 clusters Score -492451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -492451.968750 Penalty: 4143.217773
	Iteration 18Q: 3 clusters Score -492452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -492453.250000 Penalty: 4143.217773
	Iteration 19Q: 3 clusters Score -492453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -492454.406250 Penalty: 4143.217773
	Iteration 20F: 3 clusters Score -492454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -492455.187500 Penalty: 4143.217773
	Iteration 21Q: 3 clusters Score -492455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -492456.156250 Penalty: 4143.217773
	Iteration 22Q: 3 clusters Score -492456.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -492458.625000 Penalty: 4143.217773
	Iteration 23Q: 3 clusters Score -492458.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -492461.000000 Penalty: 4143.217773
	Iteration 24Q: 3 clusters Score -492461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -492464.250000 Penalty: 4143.217773
	Iteration 25Q: 3 clusters Score -492464.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -492467.468750 Penalty: 4143.217773
	Iteration 26Q: 3 clusters Score -492467.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -492469.000000 Penalty: 4143.217773
	Iteration 27Q: 3 clusters Score -492469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -492469.437500 Penalty: 4143.217773
	Iteration 28Q: 3 clusters Score -492469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -492471.656250 Penalty: 4143.217773
	Iteration 29Q: 3 clusters Score -492471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -492473.593750 Penalty: 4143.217773
	Iteration 30Q: 3 clusters Score -492473.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -492475.843750 Penalty: 4143.217773
	Iteration 31Q: 3 clusters Score -492475.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -492478.156250 Penalty: 4143.217773
	Iteration 32Q: 3 clusters Score -492478.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -492480.906250 Penalty: 4143.217773
	Iteration 33Q: 3 clusters Score -492480.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -492482.687500 Penalty: 4143.217773
	Iteration 34Q: 3 clusters Score -492482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -492485.406250 Penalty: 4143.217773
	Iteration 35Q: 3 clusters Score -492485.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -492486.625000 Penalty: 4143.217773
	Iteration 36Q: 3 clusters Score -492486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -492487.875000 Penalty: 4143.217773
	Iteration 37Q: 3 clusters Score -492487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -492487.250000 Penalty: 4143.217773
	Iteration 38Q: 3 clusters Score -492487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -492488.062500 Penalty: 4143.217773
	Iteration 39Q: 3 clusters Score -492488.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -492488.781250 Penalty: 4143.217773
	Iteration 40F: 3 clusters Score -492488.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -77992.851562 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -77992.85 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 439 members 
Entering Unmasked Estep 
Score: -76324.210938 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -76324.21 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76966.304688 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -76966.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77233.296875 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -77233.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -77364.546875 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -77364.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -77421.765625 Penalty: 3334.424561
	Iteration 4Q: 3 clusters Score -77421.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -77455.289062 Penalty: 3334.424561
	Iteration 5Q: 3 clusters Score -77455.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -77491.648438 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -77491.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -77509.179688 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -77509.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -77531.039062 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -77531.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -77538.250000 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -77538.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -77541.679688 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -77541.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -77543.312500 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -77543.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -77543.312500 Penalty: 3334.424561
	Iteration 12F: 3 clusters Score -77543.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -361669.375000 Penalty: 1994.030884
	Iteration 0F: 2 clusters Score -361669.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -358368.968750 Penalty: 3988.061768
	Iteration 0F: 3 clusters Score -358369 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -359001.062500 Penalty: 3988.061768
	Iteration 1F: 3 clusters Score -359001.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -359132.312500 Penalty: 3988.061768
	Iteration 2F: 3 clusters Score -359132.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -359221.218750 Penalty: 3988.061768
	Iteration 3Q: 3 clusters Score -359221.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -359260.875000 Penalty: 3988.061768
	Iteration 4Q: 3 clusters Score -359260.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -359287.656250 Penalty: 3988.061768
	Iteration 5Q: 3 clusters Score -359287.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -359318.343750 Penalty: 3988.061768
	Iteration 6Q: 3 clusters Score -359318.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -359340.468750 Penalty: 3988.061768
	Iteration 7Q: 3 clusters Score -359340.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -359369.218750 Penalty: 3988.061768
	Iteration 8Q: 3 clusters Score -359369.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -359392.625000 Penalty: 3988.061768
	Iteration 9Q: 3 clusters Score -359392.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -359409.593750 Penalty: 3988.061768
	Iteration 10Q: 3 clusters Score -359409.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -359419.781250 Penalty: 3988.061768
	Iteration 11Q: 3 clusters Score -359419.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -359431.187500 Penalty: 3988.061768
	Iteration 12Q: 3 clusters Score -359431.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -359439.312500 Penalty: 3988.061768
	Iteration 13Q: 3 clusters Score -359439.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -359443.812500 Penalty: 3988.061768
	Iteration 14Q: 3 clusters Score -359443.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -359449.062500 Penalty: 3988.061768
	Iteration 15Q: 3 clusters Score -359449.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -359453.718750 Penalty: 3988.061768
	Iteration 16Q: 3 clusters Score -359453.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -359456.781250 Penalty: 3988.061768
	Iteration 17Q: 3 clusters Score -359456.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -359460.187500 Penalty: 3988.061768
	Iteration 18Q: 3 clusters Score -359460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -359465.156250 Penalty: 3988.061768
	Iteration 19Q: 3 clusters Score -359465.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -359468.906250 Penalty: 3988.061768
	Iteration 20F: 3 clusters Score -359468.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -359473.031250 Penalty: 3988.061768
	Iteration 21Q: 3 clusters Score -359473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -359476.750000 Penalty: 3988.061768
	Iteration 22Q: 3 clusters Score -359476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -359478.937500 Penalty: 3988.061768
	Iteration 23Q: 3 clusters Score -359478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -359479.125000 Penalty: 3988.061768
	Iteration 24Q: 3 clusters Score -359479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -359479.250000 Penalty: 3988.061768
	Iteration 25Q: 3 clusters Score -359479.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -359479.250000 Penalty: 3988.061768
	Iteration 26F: 3 clusters Score -359479.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Entering Unmasked Estep 
Score: -2126761.750000 Penalty: 2428.401611
	Iteration 0F: 2 clusters Score -2126762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2114021.500000 Penalty: 4856.803223
	Iteration 0F: 3 clusters Score -2114022 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2118189.750000 Penalty: 4856.803223
	Iteration 1F: 3 clusters Score -2118190 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2118579.250000 Penalty: 4856.803223
	Iteration 2F: 3 clusters Score -2118579 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2118945.000000 Penalty: 4856.803223
	Iteration 3Q: 3 clusters Score -2118945 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2119330.250000 Penalty: 4856.803223
	Iteration 4Q: 3 clusters Score -2119330 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2119842.750000 Penalty: 4856.803223
	Iteration 5Q: 3 clusters Score -2119843 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2120560.750000 Penalty: 4856.803223
	Iteration 6F: 3 clusters Score -2120561 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2121380.250000 Penalty: 4856.803223
	Iteration 7F: 3 clusters Score -2121380 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2122215.750000 Penalty: 4856.803223
	Iteration 8F: 3 clusters Score -2122216 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2122982.500000 Penalty: 4856.803223
	Iteration 9F: 3 clusters Score -2122982 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2123591.000000 Penalty: 4856.803223
	Iteration 10Q: 3 clusters Score -2123591 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2123958.750000 Penalty: 4856.803223
	Iteration 11Q: 3 clusters Score -2123959 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2124193.000000 Penalty: 4856.803223
	Iteration 12Q: 3 clusters Score -2124193 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2124320.500000 Penalty: 4856.803223
	Iteration 13Q: 3 clusters Score -2124320 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2124397.500000 Penalty: 4856.803223
	Iteration 14Q: 3 clusters Score -2124398 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2124443.000000 Penalty: 4856.803223
	Iteration 15Q: 3 clusters Score -2124443 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2124471.000000 Penalty: 4856.803223
	Iteration 16Q: 3 clusters Score -2124471 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2124504.500000 Penalty: 4856.803223
	Iteration 17Q: 3 clusters Score -2124504 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2124521.250000 Penalty: 4856.803223
	Iteration 18Q: 3 clusters Score -2124521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2124543.750000 Penalty: 4856.803223
	Iteration 19Q: 3 clusters Score -2124544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2124565.000000 Penalty: 4856.803223
	Iteration 20F: 3 clusters Score -2124565 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2124584.750000 Penalty: 4856.803223
	Iteration 21Q: 3 clusters Score -2124585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2124603.250000 Penalty: 4856.803223
	Iteration 22Q: 3 clusters Score -2124603 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2124616.250000 Penalty: 4856.803223
	Iteration 23Q: 3 clusters Score -2124616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2124638.750000 Penalty: 4856.803223
	Iteration 24Q: 3 clusters Score -2124639 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2124651.000000 Penalty: 4856.803223
	Iteration 25Q: 3 clusters Score -2124651 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2124660.750000 Penalty: 4856.803223
	Iteration 26Q: 3 clusters Score -2124661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2124670.500000 Penalty: 4856.803223
	Iteration 27Q: 3 clusters Score -2124670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2124685.000000 Penalty: 4856.803223
	Iteration 28Q: 3 clusters Score -2124685 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2124697.500000 Penalty: 4856.803223
	Iteration 29Q: 3 clusters Score -2124698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2124713.500000 Penalty: 4856.803223
	Iteration 30Q: 3 clusters Score -2124714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2124717.250000 Penalty: 4856.803223
	Iteration 31Q: 3 clusters Score -2124717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2124725.250000 Penalty: 4856.803223
	Iteration 32Q: 3 clusters Score -2124725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2124727.500000 Penalty: 4856.803223
	Iteration 33Q: 3 clusters Score -2124728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2124738.000000 Penalty: 4856.803223
	Iteration 34Q: 3 clusters Score -2124738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2124745.500000 Penalty: 4856.803223
	Iteration 35Q: 3 clusters Score -2124746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2124756.500000 Penalty: 4856.803223
	Iteration 36Q: 3 clusters Score -2124756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2124766.750000 Penalty: 4856.803223
	Iteration 37Q: 3 clusters Score -2124767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2124773.750000 Penalty: 4856.803223
	Iteration 38Q: 3 clusters Score -2124774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2124782.500000 Penalty: 4856.803223
	Iteration 39Q: 3 clusters Score -2124782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2124786.750000 Penalty: 4856.803223
	Iteration 40F: 3 clusters Score -2124787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2124792.750000 Penalty: 4856.803223
	Iteration 41Q: 3 clusters Score -2124793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2124805.500000 Penalty: 4856.803223
	Iteration 42Q: 3 clusters Score -2124806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2124809.250000 Penalty: 4856.803223
	Iteration 43Q: 3 clusters Score -2124809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2124818.500000 Penalty: 4856.803223
	Iteration 44Q: 3 clusters Score -2124818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2124831.500000 Penalty: 4856.803223
	Iteration 45Q: 3 clusters Score -2124832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2124832.500000 Penalty: 4856.803223
	Iteration 46Q: 3 clusters Score -2124832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2124838.750000 Penalty: 4856.803223
	Iteration 47Q: 3 clusters Score -2124839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2124839.250000 Penalty: 4856.803223
	Iteration 48Q: 3 clusters Score -2124839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2124844.500000 Penalty: 4856.803223
	Iteration 49Q: 3 clusters Score -2124844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2124849.250000 Penalty: 4856.803223
	Iteration 50Q: 3 clusters Score -2124849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2124854.750000 Penalty: 4856.803223
	Iteration 51Q: 3 clusters Score -2124855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2124855.250000 Penalty: 4856.803223
	Iteration 52Q: 3 clusters Score -2124855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2124853.250000 Penalty: 4856.803223
	Iteration 53Q: 3 clusters Score -2124853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2124859.000000 Penalty: 4856.803223
	Iteration 54Q: 3 clusters Score -2124859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2124863.250000 Penalty: 4856.803223
	Iteration 55Q: 3 clusters Score -2124863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2124870.750000 Penalty: 4856.803223
	Iteration 56Q: 3 clusters Score -2124871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2124874.500000 Penalty: 4856.803223
	Iteration 57Q: 3 clusters Score -2124874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2124878.750000 Penalty: 4856.803223
	Iteration 58Q: 3 clusters Score -2124879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2124883.000000 Penalty: 4856.803223
	Iteration 59Q: 3 clusters Score -2124883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2124886.250000 Penalty: 4856.803223
	Iteration 60F: 3 clusters Score -2124886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2124885.000000 Penalty: 4856.803223
	Iteration 61Q: 3 clusters Score -2124885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2124885.250000 Penalty: 4856.803223
	Iteration 62Q: 3 clusters Score -2124885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2124890.250000 Penalty: 4856.803223
	Iteration 63Q: 3 clusters Score -2124890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2124892.750000 Penalty: 4856.803223
	Iteration 64Q: 3 clusters Score -2124893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2124889.500000 Penalty: 4856.803223
	Iteration 65Q: 3 clusters Score -2124890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2124894.500000 Penalty: 4856.803223
	Iteration 66Q: 3 clusters Score -2124894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2124901.000000 Penalty: 4856.803223
	Iteration 67Q: 3 clusters Score -2124901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2124899.500000 Penalty: 4856.803223
	Iteration 68Q: 3 clusters Score -2124900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2124900.000000 Penalty: 4856.803223
	Iteration 69Q: 3 clusters Score -2124900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2124902.000000 Penalty: 4856.803223
	Iteration 70Q: 3 clusters Score -2124902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2124905.250000 Penalty: 4856.803223
	Iteration 71Q: 3 clusters Score -2124905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2124904.500000 Penalty: 4856.803223
	Iteration 72Q: 3 clusters Score -2124904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2124905.000000 Penalty: 4856.803223
	Iteration 73Q: 3 clusters Score -2124905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2124907.750000 Penalty: 4856.803223
	Iteration 74Q: 3 clusters Score -2124908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2124908.750000 Penalty: 4856.803223
	Iteration 75Q: 3 clusters Score -2124909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2124909.000000 Penalty: 4856.803223
	Iteration 76Q: 3 clusters Score -2124909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2124908.750000 Penalty: 4856.803223
	Iteration 77Q: 3 clusters Score -2124909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2124910.500000 Penalty: 4856.803223
	Iteration 78Q: 3 clusters Score -2124910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2124912.500000 Penalty: 4856.803223
	Iteration 79Q: 3 clusters Score -2124912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2124913.000000 Penalty: 4856.803223
	Iteration 80F: 3 clusters Score -2124913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2124912.500000 Penalty: 4856.803223
	Iteration 81Q: 3 clusters Score -2124912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2124914.750000 Penalty: 4856.803223
	Iteration 82Q: 3 clusters Score -2124915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2124917.250000 Penalty: 4856.803223
	Iteration 83Q: 3 clusters Score -2124917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2124917.250000 Penalty: 4856.803223
	Iteration 84F: 3 clusters Score -2124917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (37189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Entering Unmasked Estep 
Score: -4454138.000000 Penalty: 2609.894531
	Iteration 0F: 2 clusters Score -4454138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -4428638.000000 Penalty: 5219.789062
	Iteration 0F: 3 clusters Score -4428638 nChanged 17048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4438041.000000 Penalty: 5219.789062
	Iteration 1F: 3 clusters Score -4438041 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -4438629.000000 Penalty: 5219.789062
	Iteration 2Q: 3 clusters Score -4438629 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4439157.000000 Penalty: 5219.789062
	Iteration 3Q: 3 clusters Score -4439157 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -4439669.500000 Penalty: 5219.789062
	Iteration 4Q: 3 clusters Score -4439670 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4440234.500000 Penalty: 5219.789062
	Iteration 5Q: 3 clusters Score -4440234 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4440820.000000 Penalty: 5219.789062
	Iteration 6Q: 3 clusters Score -4440820 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -4441515.000000 Penalty: 5219.789062
	Iteration 7Q: 3 clusters Score -4441515 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4442267.500000 Penalty: 5219.789062
	Iteration 8Q: 3 clusters Score -4442268 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -4443112.000000 Penalty: 5219.789062
	Iteration 9Q: 3 clusters Score -4443112 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4444050.000000 Penalty: 5219.789062
	Iteration 10Q: 3 clusters Score -4444050 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4445019.500000 Penalty: 5219.789062
	Iteration 11Q: 3 clusters Score -4445020 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -4445858.000000 Penalty: 5219.789062
	Iteration 12Q: 3 clusters Score -4445858 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -4446451.000000 Penalty: 5219.789062
	Iteration 13Q: 3 clusters Score -4446451 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -4446841.500000 Penalty: 5219.789062
	Iteration 14Q: 3 clusters Score -4446842 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -4447032.500000 Penalty: 5219.789062
	Iteration 15Q: 3 clusters Score -4447032 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4447174.500000 Penalty: 5219.789062
	Iteration 16Q: 3 clusters Score -4447174 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -4447262.500000 Penalty: 5219.789062
	Iteration 17Q: 3 clusters Score -4447262 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -4447352.500000 Penalty: 5219.789062
	Iteration 18Q: 3 clusters Score -4447352 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -4447407.000000 Penalty: 5219.789062
	Iteration 19Q: 3 clusters Score -4447407 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -4447454.500000 Penalty: 5219.789062
	Iteration 20F: 3 clusters Score -4447454 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -4447502.500000 Penalty: 5219.789062
	Iteration 21Q: 3 clusters Score -4447502 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -4447578.000000 Penalty: 5219.789062
	Iteration 22Q: 3 clusters Score -4447578 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -4447672.500000 Penalty: 5219.789062
	Iteration 23Q: 3 clusters Score -4447672 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -4447729.000000 Penalty: 5219.789062
	Iteration 24Q: 3 clusters Score -4447729 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -4447819.500000 Penalty: 5219.789062
	Iteration 25Q: 3 clusters Score -4447820 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -4447903.500000 Penalty: 5219.789062
	Iteration 26Q: 3 clusters Score -4447904 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -4447972.500000 Penalty: 5219.789062
	Iteration 27Q: 3 clusters Score -4447972 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4448059.000000 Penalty: 5219.789062
	Iteration 28Q: 3 clusters Score -4448059 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -4448183.500000 Penalty: 5219.789062
	Iteration 29Q: 3 clusters Score -4448184 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -4448298.000000 Penalty: 5219.789062
	Iteration 30Q: 3 clusters Score -4448298 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -4448431.500000 Penalty: 5219.789062
	Iteration 31Q: 3 clusters Score -4448432 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -4448572.000000 Penalty: 5219.789062
	Iteration 32Q: 3 clusters Score -4448572 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -4448715.000000 Penalty: 5219.789062
	Iteration 33Q: 3 clusters Score -4448715 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -4448882.500000 Penalty: 5219.789062
	Iteration 34Q: 3 clusters Score -4448882 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4449040.000000 Penalty: 5219.789062
	Iteration 35Q: 3 clusters Score -4449040 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -4449238.500000 Penalty: 5219.789062
	Iteration 36Q: 3 clusters Score -4449238 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -4449394.500000 Penalty: 5219.789062
	Iteration 37Q: 3 clusters Score -4449394 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -4449591.000000 Penalty: 5219.789062
	Iteration 38Q: 3 clusters Score -4449591 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -4449793.000000 Penalty: 5219.789062
	Iteration 39Q: 3 clusters Score -4449793 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4449974.000000 Penalty: 5219.789062
	Iteration 40F: 3 clusters Score -4449974 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -4450152.000000 Penalty: 5219.789062
	Iteration 41Q: 3 clusters Score -4450152 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4450312.000000 Penalty: 5219.789062
	Iteration 42Q: 3 clusters Score -4450312 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4450479.000000 Penalty: 5219.789062
	Iteration 43Q: 3 clusters Score -4450479 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -4450630.500000 Penalty: 5219.789062
	Iteration 44Q: 3 clusters Score -4450630 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -4450768.500000 Penalty: 5219.789062
	Iteration 45Q: 3 clusters Score -4450768 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -4450900.500000 Penalty: 5219.789062
	Iteration 46Q: 3 clusters Score -4450900 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -4451005.000000 Penalty: 5219.789062
	Iteration 47Q: 3 clusters Score -4451005 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -4451121.500000 Penalty: 5219.789062
	Iteration 48Q: 3 clusters Score -4451122 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4451219.000000 Penalty: 5219.789062
	Iteration 49Q: 3 clusters Score -4451219 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -4451294.000000 Penalty: 5219.789062
	Iteration 50Q: 3 clusters Score -4451294 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -4451372.000000 Penalty: 5219.789062
	Iteration 51Q: 3 clusters Score -4451372 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -4451444.500000 Penalty: 5219.789062
	Iteration 52Q: 3 clusters Score -4451444 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -4451495.500000 Penalty: 5219.789062
	Iteration 53Q: 3 clusters Score -4451496 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -4451536.500000 Penalty: 5219.789062
	Iteration 54Q: 3 clusters Score -4451536 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -4451573.500000 Penalty: 5219.789062
	Iteration 55Q: 3 clusters Score -4451574 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4451611.500000 Penalty: 5219.789062
	Iteration 56Q: 3 clusters Score -4451612 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -4451648.000000 Penalty: 5219.789062
	Iteration 57Q: 3 clusters Score -4451648 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -4451687.000000 Penalty: 5219.789062
	Iteration 58Q: 3 clusters Score -4451687 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -4451718.500000 Penalty: 5219.789062
	Iteration 59Q: 3 clusters Score -4451718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4451747.000000 Penalty: 5219.789062
	Iteration 60F: 3 clusters Score -4451747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -4451759.000000 Penalty: 5219.789062
	Iteration 61Q: 3 clusters Score -4451759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4451783.500000 Penalty: 5219.789062
	Iteration 62Q: 3 clusters Score -4451784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4451807.000000 Penalty: 5219.789062
	Iteration 63Q: 3 clusters Score -4451807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -4451823.500000 Penalty: 5219.789062
	Iteration 64Q: 3 clusters Score -4451824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -4451848.000000 Penalty: 5219.789062
	Iteration 65Q: 3 clusters Score -4451848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -4451864.500000 Penalty: 5219.789062
	Iteration 66Q: 3 clusters Score -4451864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -4451882.500000 Penalty: 5219.789062
	Iteration 67Q: 3 clusters Score -4451882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4451896.500000 Penalty: 5219.789062
	Iteration 68Q: 3 clusters Score -4451896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4451909.000000 Penalty: 5219.789062
	Iteration 69Q: 3 clusters Score -4451909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -4451921.000000 Penalty: 5219.789062
	Iteration 70Q: 3 clusters Score -4451921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4451927.000000 Penalty: 5219.789062
	Iteration 71Q: 3 clusters Score -4451927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4451937.000000 Penalty: 5219.789062
	Iteration 72Q: 3 clusters Score -4451937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -4451943.000000 Penalty: 5219.789062
	Iteration 73Q: 3 clusters Score -4451943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -4451950.500000 Penalty: 5219.789062
	Iteration 74Q: 3 clusters Score -4451950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -4451952.500000 Penalty: 5219.789062
	Iteration 75Q: 3 clusters Score -4451952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -4451959.500000 Penalty: 5219.789062
	Iteration 76Q: 3 clusters Score -4451960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4451961.000000 Penalty: 5219.789062
	Iteration 77Q: 3 clusters Score -4451961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -4451966.500000 Penalty: 5219.789062
	Iteration 78Q: 3 clusters Score -4451966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -4451967.500000 Penalty: 5219.789062
	Iteration 79Q: 3 clusters Score -4451968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4451976.000000 Penalty: 5219.789062
	Iteration 80F: 3 clusters Score -4451976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4451976.500000 Penalty: 5219.789062
	Iteration 81Q: 3 clusters Score -4451976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -4451982.500000 Penalty: 5219.789062
	Iteration 82Q: 3 clusters Score -4451982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -4451986.000000 Penalty: 5219.789062
	Iteration 83Q: 3 clusters Score -4451986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -4451984.500000 Penalty: 5219.789062
	Iteration 84Q: 3 clusters Score -4451984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -4451988.500000 Penalty: 5219.789062
	Iteration 85Q: 3 clusters Score -4451988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4451992.500000 Penalty: 5219.789062
	Iteration 86Q: 3 clusters Score -4451992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -4452000.500000 Penalty: 5219.789062
	Iteration 87Q: 3 clusters Score -4452000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -4452004.000000 Penalty: 5219.789062
	Iteration 88Q: 3 clusters Score -4452004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -4452007.500000 Penalty: 5219.789062
	Iteration 89Q: 3 clusters Score -4452008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4452012.500000 Penalty: 5219.789062
	Iteration 90Q: 3 clusters Score -4452012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -4452019.000000 Penalty: 5219.789062
	Iteration 91Q: 3 clusters Score -4452019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -4452027.500000 Penalty: 5219.789062
	Iteration 92Q: 3 clusters Score -4452028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -4452029.500000 Penalty: 5219.789062
	Iteration 93Q: 3 clusters Score -4452030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -4452029.000000 Penalty: 5219.789062
	Iteration 94Q: 3 clusters Score -4452029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -4452025.000000 Penalty: 5219.789062
	Iteration 95Q: 3 clusters Score -4452025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -4452028.000000 Penalty: 5219.789062
	Iteration 96Q: 3 clusters Score -4452028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4452029.500000 Penalty: 5219.789062
	Iteration 97Q: 3 clusters Score -4452030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4452029.500000 Penalty: 5219.789062
	Iteration 98F: 3 clusters Score -4452030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (216437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216437 members 
Entering Unmasked Estep 
Score: -25889332.000000 Penalty: 3046.693604
	Iteration 0F: 2 clusters Score -2.588933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108323 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -25772242.000000 Penalty: 6093.387207
	Iteration 0F: 3 clusters Score -2.577224e+07 nChanged 104296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109559 members 
Mstep: Class 2 contains 106878 members 
Entering Unmasked Estep 
Score: -25832694.000000 Penalty: 6093.387207
	Iteration 1F: 3 clusters Score -2.583269e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110594 members 
Mstep: Class 2 contains 105843 members 
Entering Unmasked Estep 
Score: -25833534.000000 Penalty: 6093.387207
	Iteration 2Q: 3 clusters Score -2.583353e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112099 members 
Mstep: Class 2 contains 104338 members 
Entering Unmasked Estep 
Score: -25834688.000000 Penalty: 6093.387207
	Iteration 3Q: 3 clusters Score -2.583469e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114466 members 
Mstep: Class 2 contains 101971 members 
Entering Unmasked Estep 
Score: -25836004.000000 Penalty: 6093.387207
	Iteration 4Q: 3 clusters Score -2.5836e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118094 members 
Mstep: Class 2 contains 98343 members 
Entering Unmasked Estep 
Score: -25837950.000000 Penalty: 6093.387207
	Iteration 5Q: 3 clusters Score -2.583795e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123567 members 
Mstep: Class 2 contains 92870 members 
Entering Unmasked Estep 
Score: -25840470.000000 Penalty: 6093.387207
	Iteration 6Q: 3 clusters Score -2.584047e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131684 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -25844910.000000 Penalty: 6093.387207
	Iteration 7Q: 3 clusters Score -2.584491e+07 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143252 members 
Mstep: Class 2 contains 73185 members 
Entering Unmasked Estep 
Score: -25852030.000000 Penalty: 6093.387207
	Iteration 8F: 3 clusters Score -2.585203e+07 nChanged 15651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158841 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -25861788.000000 Penalty: 6093.387207
	Iteration 9F: 3 clusters Score -2.586179e+07 nChanged 18605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177404 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -25872426.000000 Penalty: 6093.387207
	Iteration 10F: 3 clusters Score -2.587243e+07 nChanged 16390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193752 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -25879242.000000 Penalty: 6093.387207
	Iteration 11F: 3 clusters Score -2.587924e+07 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204189 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -25882298.000000 Penalty: 6093.387207
	Iteration 12Q: 3 clusters Score -2.58823e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209628 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -25884290.000000 Penalty: 6093.387207
	Iteration 13Q: 3 clusters Score -2.588429e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212412 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -25885472.000000 Penalty: 6093.387207
	Iteration 14Q: 3 clusters Score -2.588547e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213797 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -25886020.000000 Penalty: 6093.387207
	Iteration 15Q: 3 clusters Score -2.588602e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214518 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -25886300.000000 Penalty: 6093.387207
	Iteration 16Q: 3 clusters Score -2.58863e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214870 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -25886474.000000 Penalty: 6093.387207
	Iteration 17Q: 3 clusters Score -2.588647e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215088 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -25886660.000000 Penalty: 6093.387207
	Iteration 18Q: 3 clusters Score -2.588666e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215222 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -25886690.000000 Penalty: 6093.387207
	Iteration 19Q: 3 clusters Score -2.588669e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215312 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -25886720.000000 Penalty: 6093.387207
	Iteration 20F: 3 clusters Score -2.588672e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215379 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -25886770.000000 Penalty: 6093.387207
	Iteration 21Q: 3 clusters Score -2.588677e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215417 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -25886826.000000 Penalty: 6093.387207
	Iteration 22Q: 3 clusters Score -2.588683e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215437 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -25886822.000000 Penalty: 6093.387207
	Iteration 23Q: 3 clusters Score -2.588682e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215464 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -25886894.000000 Penalty: 6093.387207
	Iteration 24Q: 3 clusters Score -2.588689e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215472 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -25886868.000000 Penalty: 6093.387207
	Iteration 25Q: 3 clusters Score -2.588687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215482 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -25886868.000000 Penalty: 6093.387207
	Iteration 26Q: 3 clusters Score -2.588687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215492 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -25886860.000000 Penalty: 6093.387207
	Iteration 27Q: 3 clusters Score -2.588686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215498 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -25886850.000000 Penalty: 6093.387207
	Iteration 28Q: 3 clusters Score -2.588685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215501 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -25886868.000000 Penalty: 6093.387207
	Iteration 29Q: 3 clusters Score -2.588687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215508 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -25886842.000000 Penalty: 6093.387207
	Iteration 30Q: 3 clusters Score -2.588684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215522 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -25886856.000000 Penalty: 6093.387207
	Iteration 31Q: 3 clusters Score -2.588686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215531 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -25886866.000000 Penalty: 6093.387207
	Iteration 32Q: 3 clusters Score -2.588687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215538 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -25886876.000000 Penalty: 6093.387207
	Iteration 33Q: 3 clusters Score -2.588688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215547 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -25886888.000000 Penalty: 6093.387207
	Iteration 34Q: 3 clusters Score -2.588689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215548 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -25886894.000000 Penalty: 6093.387207
	Iteration 35Q: 3 clusters Score -2.588689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215551 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -25886888.000000 Penalty: 6093.387207
	Iteration 36Q: 3 clusters Score -2.588689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215556 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -25886896.000000 Penalty: 6093.387207
	Iteration 37Q: 3 clusters Score -2.58869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215559 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -25886904.000000 Penalty: 6093.387207
	Iteration 38Q: 3 clusters Score -2.58869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215563 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -25886906.000000 Penalty: 6093.387207
	Iteration 39Q: 3 clusters Score -2.588691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215564 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -25886894.000000 Penalty: 6093.387207
	Iteration 40F: 3 clusters Score -2.588689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215574 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -25886894.000000 Penalty: 6093.387207
	Iteration 41Q: 3 clusters Score -2.588689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215578 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -25886908.000000 Penalty: 6093.387207
	Iteration 42Q: 3 clusters Score -2.588691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215582 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -25886922.000000 Penalty: 6093.387207
	Iteration 43Q: 3 clusters Score -2.588692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215586 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -25886932.000000 Penalty: 6093.387207
	Iteration 44Q: 3 clusters Score -2.588693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215589 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -25886922.000000 Penalty: 6093.387207
	Iteration 45Q: 3 clusters Score -2.588692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215587 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -25886908.000000 Penalty: 6093.387207
	Iteration 46Q: 3 clusters Score -2.588691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215587 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -25886924.000000 Penalty: 6093.387207
	Iteration 47Q: 3 clusters Score -2.588692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215591 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -25886922.000000 Penalty: 6093.387207
	Iteration 48Q: 3 clusters Score -2.588692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215598 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -25886934.000000 Penalty: 6093.387207
	Iteration 49Q: 3 clusters Score -2.588693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215600 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -25886944.000000 Penalty: 6093.387207
	Iteration 50Q: 3 clusters Score -2.588694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215602 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -25886944.000000 Penalty: 6093.387207
	Iteration 51Q: 3 clusters Score -2.588694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215606 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -25886956.000000 Penalty: 6093.387207
	Iteration 52Q: 3 clusters Score -2.588696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215609 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -25886960.000000 Penalty: 6093.387207
	Iteration 53Q: 3 clusters Score -2.588696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215613 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -25886950.000000 Penalty: 6093.387207
	Iteration 54Q: 3 clusters Score -2.588695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215614 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -25886948.000000 Penalty: 6093.387207
	Iteration 55Q: 3 clusters Score -2.588695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215612 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -25886950.000000 Penalty: 6093.387207
	Iteration 56Q: 3 clusters Score -2.588695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215613 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -25886948.000000 Penalty: 6093.387207
	Iteration 57Q: 3 clusters Score -2.588695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215613 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -25886944.000000 Penalty: 6093.387207
	Iteration 58Q: 3 clusters Score -2.588694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215615 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -25886952.000000 Penalty: 6093.387207
	Iteration 59Q: 3 clusters Score -2.588695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215617 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -25886950.000000 Penalty: 6093.387207
	Iteration 60F: 3 clusters Score -2.588695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215623 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -25886962.000000 Penalty: 6093.387207
	Iteration 61Q: 3 clusters Score -2.588696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215625 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -25886950.000000 Penalty: 6093.387207
	Iteration 62Q: 3 clusters Score -2.588695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215626 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -25886966.000000 Penalty: 6093.387207
	Iteration 63Q: 3 clusters Score -2.588697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215626 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -25886966.000000 Penalty: 6093.387207
	Iteration 64F: 3 clusters Score -2.588697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (63873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Entering Unmasked Estep 
Score: -7578817.500000 Penalty: 2744.033691
	Iteration 0F: 2 clusters Score -7578818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -7536016.000000 Penalty: 5488.067383
	Iteration 0F: 3 clusters Score -7536016 nChanged 29776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -7552863.000000 Penalty: 5488.067383
	Iteration 1F: 3 clusters Score -7552863 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -7553509.500000 Penalty: 5488.067383
	Iteration 2Q: 3 clusters Score -7553510 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -7554305.500000 Penalty: 5488.067383
	Iteration 3Q: 3 clusters Score -7554306 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -7555464.000000 Penalty: 5488.067383
	Iteration 4Q: 3 clusters Score -7555464 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -7557299.000000 Penalty: 5488.067383
	Iteration 5F: 3 clusters Score -7557299 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -7560315.500000 Penalty: 5488.067383
	Iteration 6F: 3 clusters Score -7560316 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -7564594.500000 Penalty: 5488.067383
	Iteration 7F: 3 clusters Score -7564594 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -7569424.500000 Penalty: 5488.067383
	Iteration 8F: 3 clusters Score -7569424 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -7573283.500000 Penalty: 5488.067383
	Iteration 9F: 3 clusters Score -7573284 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7575255.000000 Penalty: 5488.067383
	Iteration 10Q: 3 clusters Score -7575255 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7576011.500000 Penalty: 5488.067383
	Iteration 11Q: 3 clusters Score -7576012 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7576319.000000 Penalty: 5488.067383
	Iteration 12Q: 3 clusters Score -7576319 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7576470.000000 Penalty: 5488.067383
	Iteration 13Q: 3 clusters Score -7576470 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7576556.500000 Penalty: 5488.067383
	Iteration 14Q: 3 clusters Score -7576556 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7576608.000000 Penalty: 5488.067383
	Iteration 15Q: 3 clusters Score -7576608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7576631.000000 Penalty: 5488.067383
	Iteration 16Q: 3 clusters Score -7576631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7576648.000000 Penalty: 5488.067383
	Iteration 17Q: 3 clusters Score -7576648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7576656.500000 Penalty: 5488.067383
	Iteration 18Q: 3 clusters Score -7576656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7576670.000000 Penalty: 5488.067383
	Iteration 19Q: 3 clusters Score -7576670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7576686.000000 Penalty: 5488.067383
	Iteration 20F: 3 clusters Score -7576686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7576691.500000 Penalty: 5488.067383
	Iteration 21Q: 3 clusters Score -7576692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7576694.000000 Penalty: 5488.067383
	Iteration 22Q: 3 clusters Score -7576694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7576700.000000 Penalty: 5488.067383
	Iteration 23Q: 3 clusters Score -7576700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7576699.500000 Penalty: 5488.067383
	Iteration 24Q: 3 clusters Score -7576700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7576703.500000 Penalty: 5488.067383
	Iteration 25Q: 3 clusters Score -7576704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7576703.500000 Penalty: 5488.067383
	Iteration 26Q: 3 clusters Score -7576704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7576704.500000 Penalty: 5488.067383
	Iteration 27Q: 3 clusters Score -7576704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7576699.000000 Penalty: 5488.067383
	Iteration 28Q: 3 clusters Score -7576699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7576699.000000 Penalty: 5488.067383
	Iteration 29F: 3 clusters Score -7576699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 178244 members 
Mstep: Class 3 contains 49209 members 
Mstep: Class 4 contains 13538 members 
Mstep: Class 5 contains 4657 members 
Mstep: Class 6 contains 9559 members 
Mstep: Class 7 contains 28900 members 
Mstep: Class 8 contains 5191 members 
Mstep: Class 9 contains 38937 members 
Mstep: Class 10 contains 13508 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61833 members 
Mstep: Class 13 contains 95929 members 
Mstep: Class 14 contains 203994 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 41656 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11441 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 12638 members 
Mstep: Class 22 contains 157955 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3104 members 
Mstep: Class 26 contains 17889 members 
Mstep: Class 27 contains 37189 members 
Mstep: Class 28 contains 216437 members 
Mstep: Class 29 contains 63873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049648.000000 Penalty: 101497.804688
Iteration 239Q: 30 clusters Score -1.560496e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 178236 members 
Mstep: Class 3 contains 49198 members 
Mstep: Class 4 contains 13536 members 
Mstep: Class 5 contains 4650 members 
Mstep: Class 6 contains 9561 members 
Mstep: Class 7 contains 28900 members 
Mstep: Class 8 contains 5203 members 
Mstep: Class 9 contains 38937 members 
Mstep: Class 10 contains 13507 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61832 members 
Mstep: Class 13 contains 95938 members 
Mstep: Class 14 contains 203983 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 16 contains 4655 members 
Mstep: Class 17 contains 41663 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11442 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 12644 members 
Mstep: Class 22 contains 157954 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3106 members 
Mstep: Class 26 contains 17889 members 
Mstep: Class 27 contains 37190 members 
Mstep: Class 28 contains 216441 members 
Mstep: Class 29 contains 63866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049712.000000 Penalty: 101497.804688
Iteration 240F: 30 clusters Score -1.560497e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 178225 members 
Mstep: Class 3 contains 49188 members 
Mstep: Class 4 contains 13536 members 
Mstep: Class 5 contains 4645 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 28900 members 
Mstep: Class 8 contains 5216 members 
Mstep: Class 9 contains 38941 members 
Mstep: Class 10 contains 13507 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61832 members 
Mstep: Class 13 contains 95944 members 
Mstep: Class 14 contains 203980 members 
Mstep: Class 15 contains 10018 members 
Mstep: Class 16 contains 4657 members 
Mstep: Class 17 contains 41669 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11441 members 
Mstep: Class 20 contains 37949 members 
Mstep: Class 21 contains 12645 members 
Mstep: Class 22 contains 157955 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3103 members 
Mstep: Class 26 contains 17889 members 
Mstep: Class 27 contains 37191 members 
Mstep: Class 28 contains 216443 members 
Mstep: Class 29 contains 63861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049776.000000 Penalty: 101497.804688
Iteration 241Q: 30 clusters Score -1.560498e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 178212 members 
Mstep: Class 3 contains 49178 members 
Mstep: Class 4 contains 13536 members 
Mstep: Class 5 contains 4660 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 28901 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 38942 members 
Mstep: Class 10 contains 13506 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61831 members 
Mstep: Class 13 contains 95942 members 
Mstep: Class 14 contains 203977 members 
Mstep: Class 15 contains 10018 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 17 contains 41675 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11441 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 12644 members 
Mstep: Class 22 contains 157957 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3100 members 
Mstep: Class 26 contains 17889 members 
Mstep: Class 27 contains 37191 members 
Mstep: Class 28 contains 216449 members 
Mstep: Class 29 contains 63857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049792.000000 Penalty: 101497.804688
Iteration 242Q: 30 clusters Score -1.560498e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 178210 members 
Mstep: Class 3 contains 49156 members 
Mstep: Class 4 contains 13536 members 
Mstep: Class 5 contains 4670 members 
Mstep: Class 6 contains 9560 members 
Mstep: Class 7 contains 28901 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 38941 members 
Mstep: Class 10 contains 13506 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61829 members 
Mstep: Class 13 contains 95945 members 
Mstep: Class 14 contains 203980 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 41686 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11441 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 12645 members 
Mstep: Class 22 contains 157954 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3099 members 
Mstep: Class 26 contains 17888 members 
Mstep: Class 27 contains 37190 members 
Mstep: Class 28 contains 216449 members 
Mstep: Class 29 contains 63856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049808.000000 Penalty: 101497.804688
Iteration 243Q: 30 clusters Score -1.560498e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 178199 members 
Mstep: Class 3 contains 49137 members 
Mstep: Class 4 contains 13539 members 
Mstep: Class 5 contains 4679 members 
Mstep: Class 6 contains 9556 members 
Mstep: Class 7 contains 28901 members 
Mstep: Class 8 contains 5242 members 
Mstep: Class 9 contains 38941 members 
Mstep: Class 10 contains 13506 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 61828 members 
Mstep: Class 13 contains 95951 members 
Mstep: Class 14 contains 203988 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 41696 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11442 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 12644 members 
Mstep: Class 22 contains 157946 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3096 members 
Mstep: Class 26 contains 17888 members 
Mstep: Class 27 contains 37191 members 
Mstep: Class 28 contains 216444 members 
Mstep: Class 29 contains 63854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049712.000000 Penalty: 101497.804688
Iteration 244Q: 30 clusters Score -1.560497e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 178192 members 
Mstep: Class 3 contains 49125 members 
Mstep: Class 4 contains 13544 members 
Mstep: Class 5 contains 4671 members 
Mstep: Class 6 contains 9549 members 
Mstep: Class 7 contains 28903 members 
Mstep: Class 8 contains 5257 members 
Mstep: Class 9 contains 38944 members 
Mstep: Class 10 contains 13507 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61827 members 
Mstep: Class 13 contains 95963 members 
Mstep: Class 14 contains 203984 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 41699 members 
Mstep: Class 18 contains 5208 members 
Mstep: Class 19 contains 11443 members 
Mstep: Class 20 contains 37944 members 
Mstep: Class 21 contains 12645 members 
Mstep: Class 22 contains 157945 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3095 members 
Mstep: Class 26 contains 17889 members 
Mstep: Class 27 contains 37191 members 
Mstep: Class 28 contains 216444 members 
Mstep: Class 29 contains 63851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049632.000000 Penalty: 101497.804688
Iteration 245Q: 30 clusters Score -1.560496e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 178174 members 
Mstep: Class 3 contains 49119 members 
Mstep: Class 4 contains 13544 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 9543 members 
Mstep: Class 7 contains 28903 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 38947 members 
Mstep: Class 10 contains 13508 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 61827 members 
Mstep: Class 13 contains 95968 members 
Mstep: Class 14 contains 203976 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 41705 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 11444 members 
Mstep: Class 20 contains 37945 members 
Mstep: Class 21 contains 12652 members 
Mstep: Class 22 contains 157948 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3096 members 
Mstep: Class 26 contains 17890 members 
Mstep: Class 27 contains 37190 members 
Mstep: Class 28 contains 216442 members 
Mstep: Class 29 contains 63842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049504.000000 Penalty: 101497.804688
Iteration 246Q: 30 clusters Score -1.560495e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 178164 members 
Mstep: Class 3 contains 49093 members 
Mstep: Class 4 contains 13547 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 9538 members 
Mstep: Class 7 contains 28903 members 
Mstep: Class 8 contains 5297 members 
Mstep: Class 9 contains 38950 members 
Mstep: Class 10 contains 13508 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61827 members 
Mstep: Class 13 contains 95979 members 
Mstep: Class 14 contains 203962 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 41714 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11444 members 
Mstep: Class 20 contains 37941 members 
Mstep: Class 21 contains 12653 members 
Mstep: Class 22 contains 157941 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3094 members 
Mstep: Class 26 contains 17891 members 
Mstep: Class 27 contains 37192 members 
Mstep: Class 28 contains 216438 members 
Mstep: Class 29 contains 63835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049568.000000 Penalty: 101497.804688
Iteration 247Q: 30 clusters Score -1.560496e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 178145 members 
Mstep: Class 3 contains 49064 members 
Mstep: Class 4 contains 13546 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 9528 members 
Mstep: Class 7 contains 28902 members 
Mstep: Class 8 contains 5331 members 
Mstep: Class 9 contains 38954 members 
Mstep: Class 10 contains 13506 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 61825 members 
Mstep: Class 13 contains 95996 members 
Mstep: Class 14 contains 203954 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 41720 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11444 members 
Mstep: Class 20 contains 37940 members 
Mstep: Class 21 contains 12651 members 
Mstep: Class 22 contains 157937 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3092 members 
Mstep: Class 26 contains 17895 members 
Mstep: Class 27 contains 37194 members 
Mstep: Class 28 contains 216433 members 
Mstep: Class 29 contains 63834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049536.000000 Penalty: 101497.804688
Iteration 248Q: 30 clusters Score -1.560495e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 178127 members 
Mstep: Class 3 contains 49010 members 
Mstep: Class 4 contains 13550 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 9516 members 
Mstep: Class 7 contains 28902 members 
Mstep: Class 8 contains 5363 members 
Mstep: Class 9 contains 38966 members 
Mstep: Class 10 contains 13517 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 61823 members 
Mstep: Class 13 contains 96021 members 
Mstep: Class 14 contains 203926 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 41726 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11446 members 
Mstep: Class 20 contains 37929 members 
Mstep: Class 21 contains 12645 members 
Mstep: Class 22 contains 157928 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3095 members 
Mstep: Class 26 contains 17898 members 
Mstep: Class 27 contains 37194 members 
Mstep: Class 28 contains 216434 members 
Mstep: Class 29 contains 63834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049584.000000 Penalty: 101497.804688
Iteration 249Q: 30 clusters Score -1.560496e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 178117 members 
Mstep: Class 3 contains 48953 members 
Mstep: Class 4 contains 13547 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 9507 members 
Mstep: Class 7 contains 28901 members 
Mstep: Class 8 contains 5404 members 
Mstep: Class 9 contains 38977 members 
Mstep: Class 10 contains 13516 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61821 members 
Mstep: Class 13 contains 96049 members 
Mstep: Class 14 contains 203907 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 16 contains 4661 members 
Mstep: Class 17 contains 41739 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11444 members 
Mstep: Class 20 contains 37910 members 
Mstep: Class 21 contains 12641 members 
Mstep: Class 22 contains 157923 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3098 members 
Mstep: Class 26 contains 17900 members 
Mstep: Class 27 contains 37194 members 
Mstep: Class 28 contains 216426 members 
Mstep: Class 29 contains 63831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049872.000000 Penalty: 101497.804688
Iteration 250Q: 30 clusters Score -1.560499e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 178100 members 
Mstep: Class 3 contains 48890 members 
Mstep: Class 4 contains 13552 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 28895 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 38983 members 
Mstep: Class 10 contains 13520 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 61821 members 
Mstep: Class 13 contains 96073 members 
Mstep: Class 14 contains 203879 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4663 members 
Mstep: Class 17 contains 41757 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11441 members 
Mstep: Class 20 contains 37897 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 157910 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3094 members 
Mstep: Class 26 contains 17902 members 
Mstep: Class 27 contains 37194 members 
Mstep: Class 28 contains 216419 members 
Mstep: Class 29 contains 63824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050208.000000 Penalty: 101497.804688
Iteration 251Q: 30 clusters Score -1.560502e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 178072 members 
Mstep: Class 3 contains 48813 members 
Mstep: Class 4 contains 13553 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 9478 members 
Mstep: Class 7 contains 28883 members 
Mstep: Class 8 contains 5479 members 
Mstep: Class 9 contains 38995 members 
Mstep: Class 10 contains 13526 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61816 members 
Mstep: Class 13 contains 96097 members 
Mstep: Class 14 contains 203862 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 41780 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11440 members 
Mstep: Class 20 contains 37895 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 157890 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3091 members 
Mstep: Class 26 contains 17902 members 
Mstep: Class 27 contains 37200 members 
Mstep: Class 28 contains 216415 members 
Mstep: Class 29 contains 63821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050496.000000 Penalty: 101497.804688
Iteration 252Q: 30 clusters Score -1.560505e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 178043 members 
Mstep: Class 3 contains 48739 members 
Mstep: Class 4 contains 13557 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 9467 members 
Mstep: Class 7 contains 28878 members 
Mstep: Class 8 contains 5521 members 
Mstep: Class 9 contains 39002 members 
Mstep: Class 10 contains 13526 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 61808 members 
Mstep: Class 13 contains 96116 members 
Mstep: Class 14 contains 203839 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 4670 members 
Mstep: Class 17 contains 41813 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11440 members 
Mstep: Class 20 contains 37890 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 157872 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3087 members 
Mstep: Class 26 contains 17901 members 
Mstep: Class 27 contains 37199 members 
Mstep: Class 28 contains 216408 members 
Mstep: Class 29 contains 63815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050464.000000 Penalty: 101497.804688
Iteration 253Q: 30 clusters Score -1.560505e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 178005 members 
Mstep: Class 3 contains 48691 members 
Mstep: Class 4 contains 13561 members 
Mstep: Class 5 contains 5120 members 
Mstep: Class 6 contains 9454 members 
Mstep: Class 7 contains 28869 members 
Mstep: Class 8 contains 5567 members 
Mstep: Class 9 contains 39011 members 
Mstep: Class 10 contains 13523 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 61796 members 
Mstep: Class 13 contains 96131 members 
Mstep: Class 14 contains 203838 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 41853 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 11438 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 12626 members 
Mstep: Class 22 contains 157848 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3081 members 
Mstep: Class 26 contains 17903 members 
Mstep: Class 27 contains 37196 members 
Mstep: Class 28 contains 216388 members 
Mstep: Class 29 contains 63808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050432.000000 Penalty: 101497.804688
Iteration 254Q: 30 clusters Score -1.560504e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 177961 members 
Mstep: Class 3 contains 48643 members 
Mstep: Class 4 contains 13565 members 
Mstep: Class 5 contains 5193 members 
Mstep: Class 6 contains 9442 members 
Mstep: Class 7 contains 28863 members 
Mstep: Class 8 contains 5594 members 
Mstep: Class 9 contains 39025 members 
Mstep: Class 10 contains 13526 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 61801 members 
Mstep: Class 13 contains 96139 members 
Mstep: Class 14 contains 203815 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 41887 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 37873 members 
Mstep: Class 21 contains 12631 members 
Mstep: Class 22 contains 157836 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3078 members 
Mstep: Class 26 contains 17901 members 
Mstep: Class 27 contains 37195 members 
Mstep: Class 28 contains 216376 members 
Mstep: Class 29 contains 63807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050544.000000 Penalty: 101497.804688
Iteration 255Q: 30 clusters Score -1.560505e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 177936 members 
Mstep: Class 3 contains 48573 members 
Mstep: Class 4 contains 13577 members 
Mstep: Class 5 contains 5287 members 
Mstep: Class 6 contains 9421 members 
Mstep: Class 7 contains 28852 members 
Mstep: Class 8 contains 5619 members 
Mstep: Class 9 contains 39034 members 
Mstep: Class 10 contains 13526 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 61796 members 
Mstep: Class 13 contains 96136 members 
Mstep: Class 14 contains 203824 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 41919 members 
Mstep: Class 18 contains 5208 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 37862 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 157815 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3079 members 
Mstep: Class 26 contains 17902 members 
Mstep: Class 27 contains 37191 members 
Mstep: Class 28 contains 216366 members 
Mstep: Class 29 contains 63809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050544.000000 Penalty: 101497.804688
Iteration 256Q: 30 clusters Score -1.560505e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 177919 members 
Mstep: Class 3 contains 48490 members 
Mstep: Class 4 contains 13577 members 
Mstep: Class 5 contains 5363 members 
Mstep: Class 6 contains 9424 members 
Mstep: Class 7 contains 28849 members 
Mstep: Class 8 contains 5650 members 
Mstep: Class 9 contains 39042 members 
Mstep: Class 10 contains 13527 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 61795 members 
Mstep: Class 13 contains 96142 members 
Mstep: Class 14 contains 203807 members 
Mstep: Class 15 contains 10026 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 41950 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 11432 members 
Mstep: Class 20 contains 37853 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 157799 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3078 members 
Mstep: Class 26 contains 17905 members 
Mstep: Class 27 contains 37192 members 
Mstep: Class 28 contains 216354 members 
Mstep: Class 29 contains 63809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050656.000000 Penalty: 101497.804688
Iteration 257Q: 30 clusters Score -1.560507e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 177896 members 
Mstep: Class 3 contains 48427 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 5424 members 
Mstep: Class 6 contains 9414 members 
Mstep: Class 7 contains 28850 members 
Mstep: Class 8 contains 5676 members 
Mstep: Class 9 contains 39046 members 
Mstep: Class 10 contains 13526 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 61795 members 
Mstep: Class 13 contains 96149 members 
Mstep: Class 14 contains 203801 members 
Mstep: Class 15 contains 10029 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 41990 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11433 members 
Mstep: Class 20 contains 37855 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 157780 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3075 members 
Mstep: Class 26 contains 17902 members 
Mstep: Class 27 contains 37187 members 
Mstep: Class 28 contains 216336 members 
Mstep: Class 29 contains 63815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050768.000000 Penalty: 101497.804688
Iteration 258Q: 30 clusters Score -1.560508e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 177876 members 
Mstep: Class 3 contains 48366 members 
Mstep: Class 4 contains 13597 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 9406 members 
Mstep: Class 7 contains 28843 members 
Mstep: Class 8 contains 5693 members 
Mstep: Class 9 contains 39048 members 
Mstep: Class 10 contains 13526 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61785 members 
Mstep: Class 13 contains 96153 members 
Mstep: Class 14 contains 203794 members 
Mstep: Class 15 contains 10029 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 42034 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11433 members 
Mstep: Class 20 contains 37856 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 157764 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3078 members 
Mstep: Class 26 contains 17907 members 
Mstep: Class 27 contains 37190 members 
Mstep: Class 28 contains 216301 members 
Mstep: Class 29 contains 63819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050880.000000 Penalty: 101497.804688
Iteration 259Q: 30 clusters Score -1.560509e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 177855 members 
Mstep: Class 3 contains 48326 members 
Mstep: Class 4 contains 13607 members 
Mstep: Class 5 contains 5547 members 
Mstep: Class 6 contains 9390 members 
Mstep: Class 7 contains 28836 members 
Mstep: Class 8 contains 5713 members 
Mstep: Class 9 contains 39057 members 
Mstep: Class 10 contains 13530 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 61783 members 
Mstep: Class 13 contains 96153 members 
Mstep: Class 14 contains 203786 members 
Mstep: Class 15 contains 10028 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 42067 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11433 members 
Mstep: Class 20 contains 37846 members 
Mstep: Class 21 contains 12627 members 
Mstep: Class 22 contains 157747 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3083 members 
Mstep: Class 26 contains 17905 members 
Mstep: Class 27 contains 37199 members 
Mstep: Class 28 contains 216271 members 
Mstep: Class 29 contains 63817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051008.000000 Penalty: 101497.804688
Iteration 260F: 30 clusters Score -1.56051e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 177826 members 
Mstep: Class 3 contains 48296 members 
Mstep: Class 4 contains 13611 members 
Mstep: Class 5 contains 5608 members 
Mstep: Class 6 contains 9383 members 
Mstep: Class 7 contains 28833 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 39064 members 
Mstep: Class 10 contains 13528 members 
Mstep: Class 11 contains 9092 members 
Mstep: Class 12 contains 61773 members 
Mstep: Class 13 contains 96162 members 
Mstep: Class 14 contains 203760 members 
Mstep: Class 15 contains 10028 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 42100 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11432 members 
Mstep: Class 20 contains 37850 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 157738 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3087 members 
Mstep: Class 26 contains 17911 members 
Mstep: Class 27 contains 37201 members 
Mstep: Class 28 contains 216243 members 
Mstep: Class 29 contains 63820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050736.000000 Penalty: 101497.804688
Iteration 261Q: 30 clusters Score -1.560507e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 177807 members 
Mstep: Class 3 contains 48243 members 
Mstep: Class 4 contains 13623 members 
Mstep: Class 5 contains 5669 members 
Mstep: Class 6 contains 9376 members 
Mstep: Class 7 contains 28829 members 
Mstep: Class 8 contains 5732 members 
Mstep: Class 9 contains 39075 members 
Mstep: Class 10 contains 13529 members 
Mstep: Class 11 contains 9092 members 
Mstep: Class 12 contains 61760 members 
Mstep: Class 13 contains 96174 members 
Mstep: Class 14 contains 203759 members 
Mstep: Class 15 contains 10026 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 42143 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 37852 members 
Mstep: Class 21 contains 12623 members 
Mstep: Class 22 contains 157735 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3089 members 
Mstep: Class 26 contains 17908 members 
Mstep: Class 27 contains 37204 members 
Mstep: Class 28 contains 216194 members 
Mstep: Class 29 contains 63822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050768.000000 Penalty: 101497.804688
Iteration 262Q: 30 clusters Score -1.560508e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 177788 members 
Mstep: Class 3 contains 48200 members 
Mstep: Class 4 contains 13632 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 28823 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 39086 members 
Mstep: Class 10 contains 13532 members 
Mstep: Class 11 contains 9092 members 
Mstep: Class 12 contains 61750 members 
Mstep: Class 13 contains 96182 members 
Mstep: Class 14 contains 203746 members 
Mstep: Class 15 contains 10026 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 42187 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 37857 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 157717 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3090 members 
Mstep: Class 26 contains 17907 members 
Mstep: Class 27 contains 37206 members 
Mstep: Class 28 contains 216159 members 
Mstep: Class 29 contains 63825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050656.000000 Penalty: 101497.804688
Iteration 263Q: 30 clusters Score -1.560507e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 177772 members 
Mstep: Class 3 contains 48144 members 
Mstep: Class 4 contains 13644 members 
Mstep: Class 5 contains 5759 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 28817 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 39105 members 
Mstep: Class 10 contains 13538 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 61743 members 
Mstep: Class 13 contains 96195 members 
Mstep: Class 14 contains 203729 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 42224 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11437 members 
Mstep: Class 20 contains 37859 members 
Mstep: Class 21 contains 12627 members 
Mstep: Class 22 contains 157707 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3088 members 
Mstep: Class 26 contains 17908 members 
Mstep: Class 27 contains 37212 members 
Mstep: Class 28 contains 216131 members 
Mstep: Class 29 contains 63827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050688.000000 Penalty: 101497.804688
Iteration 264Q: 30 clusters Score -1.560507e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 177738 members 
Mstep: Class 3 contains 48096 members 
Mstep: Class 4 contains 13660 members 
Mstep: Class 5 contains 5812 members 
Mstep: Class 6 contains 9376 members 
Mstep: Class 7 contains 28812 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 39122 members 
Mstep: Class 10 contains 13537 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 61736 members 
Mstep: Class 13 contains 96198 members 
Mstep: Class 14 contains 203718 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 42256 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11438 members 
Mstep: Class 20 contains 37866 members 
Mstep: Class 21 contains 12630 members 
Mstep: Class 22 contains 157705 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3088 members 
Mstep: Class 26 contains 17907 members 
Mstep: Class 27 contains 37216 members 
Mstep: Class 28 contains 216110 members 
Mstep: Class 29 contains 63827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050704.000000 Penalty: 101497.804688
Iteration 265Q: 30 clusters Score -1.560507e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 177703 members 
Mstep: Class 3 contains 48049 members 
Mstep: Class 4 contains 13679 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 6 contains 9379 members 
Mstep: Class 7 contains 28807 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 39131 members 
Mstep: Class 10 contains 13538 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 61734 members 
Mstep: Class 13 contains 96201 members 
Mstep: Class 14 contains 203710 members 
Mstep: Class 15 contains 10026 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 42277 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11439 members 
Mstep: Class 20 contains 37868 members 
Mstep: Class 21 contains 12634 members 
Mstep: Class 22 contains 157691 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3090 members 
Mstep: Class 26 contains 17907 members 
Mstep: Class 27 contains 37220 members 
Mstep: Class 28 contains 216085 members 
Mstep: Class 29 contains 63828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050688.000000 Penalty: 101497.804688
Iteration 266Q: 30 clusters Score -1.560507e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 177681 members 
Mstep: Class 3 contains 48000 members 
Mstep: Class 4 contains 13688 members 
Mstep: Class 5 contains 5936 members 
Mstep: Class 6 contains 9373 members 
Mstep: Class 7 contains 28808 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 39135 members 
Mstep: Class 10 contains 13537 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 61734 members 
Mstep: Class 13 contains 96205 members 
Mstep: Class 14 contains 203703 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 4677 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11441 members 
Mstep: Class 20 contains 37871 members 
Mstep: Class 21 contains 12634 members 
Mstep: Class 22 contains 157676 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3089 members 
Mstep: Class 26 contains 17907 members 
Mstep: Class 27 contains 37225 members 
Mstep: Class 28 contains 216054 members 
Mstep: Class 29 contains 63829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050752.000000 Penalty: 101497.804688
Iteration 267Q: 30 clusters Score -1.560508e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 177667 members 
Mstep: Class 3 contains 47958 members 
Mstep: Class 4 contains 13696 members 
Mstep: Class 5 contains 5998 members 
Mstep: Class 6 contains 9366 members 
Mstep: Class 7 contains 28808 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 39137 members 
Mstep: Class 10 contains 13534 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 61732 members 
Mstep: Class 13 contains 96210 members 
Mstep: Class 14 contains 203692 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 4678 members 
Mstep: Class 17 contains 42356 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11443 members 
Mstep: Class 20 contains 37874 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 157658 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3088 members 
Mstep: Class 26 contains 17904 members 
Mstep: Class 27 contains 37227 members 
Mstep: Class 28 contains 216021 members 
Mstep: Class 29 contains 63826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050928.000000 Penalty: 101497.804688
Iteration 268Q: 30 clusters Score -1.560509e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 177637 members 
Mstep: Class 3 contains 47925 members 
Mstep: Class 4 contains 13697 members 
Mstep: Class 5 contains 6062 members 
Mstep: Class 6 contains 9352 members 
Mstep: Class 7 contains 28808 members 
Mstep: Class 8 contains 5754 members 
Mstep: Class 9 contains 39142 members 
Mstep: Class 10 contains 13531 members 
Mstep: Class 11 contains 9092 members 
Mstep: Class 12 contains 61732 members 
Mstep: Class 13 contains 96213 members 
Mstep: Class 14 contains 203668 members 
Mstep: Class 15 contains 10030 members 
Mstep: Class 16 contains 4678 members 
Mstep: Class 17 contains 42399 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11444 members 
Mstep: Class 20 contains 37871 members 
Mstep: Class 21 contains 12636 members 
Mstep: Class 22 contains 157651 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3087 members 
Mstep: Class 26 contains 17904 members 
Mstep: Class 27 contains 37232 members 
Mstep: Class 28 contains 216003 members 
Mstep: Class 29 contains 63826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051072.000000 Penalty: 101497.804688
Iteration 269Q: 30 clusters Score -1.560511e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 177620 members 
Mstep: Class 3 contains 47870 members 
Mstep: Class 4 contains 13701 members 
Mstep: Class 5 contains 6132 members 
Mstep: Class 6 contains 9341 members 
Mstep: Class 7 contains 28808 members 
Mstep: Class 8 contains 5760 members 
Mstep: Class 9 contains 39148 members 
Mstep: Class 10 contains 13532 members 
Mstep: Class 11 contains 9092 members 
Mstep: Class 12 contains 61730 members 
Mstep: Class 13 contains 96213 members 
Mstep: Class 14 contains 203659 members 
Mstep: Class 15 contains 10033 members 
Mstep: Class 16 contains 4678 members 
Mstep: Class 17 contains 42445 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11444 members 
Mstep: Class 20 contains 37871 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 157641 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3091 members 
Mstep: Class 26 contains 17904 members 
Mstep: Class 27 contains 37236 members 
Mstep: Class 28 contains 215959 members 
Mstep: Class 29 contains 63829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051200.000000 Penalty: 101497.804688
Iteration 270Q: 30 clusters Score -1.560512e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 177610 members 
Mstep: Class 3 contains 47821 members 
Mstep: Class 4 contains 13708 members 
Mstep: Class 5 contains 6197 members 
Mstep: Class 6 contains 9334 members 
Mstep: Class 7 contains 28805 members 
Mstep: Class 8 contains 5768 members 
Mstep: Class 9 contains 39155 members 
Mstep: Class 10 contains 13533 members 
Mstep: Class 11 contains 9092 members 
Mstep: Class 12 contains 61728 members 
Mstep: Class 13 contains 96210 members 
Mstep: Class 14 contains 203644 members 
Mstep: Class 15 contains 10034 members 
Mstep: Class 16 contains 4679 members 
Mstep: Class 17 contains 42483 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11443 members 
Mstep: Class 20 contains 37874 members 
Mstep: Class 21 contains 12636 members 
Mstep: Class 22 contains 157624 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3089 members 
Mstep: Class 26 contains 17907 members 
Mstep: Class 27 contains 37240 members 
Mstep: Class 28 contains 215929 members 
Mstep: Class 29 contains 63830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051392.000000 Penalty: 101497.804688
Iteration 271Q: 30 clusters Score -1.560514e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 177580 members 
Mstep: Class 3 contains 47791 members 
Mstep: Class 4 contains 13714 members 
Mstep: Class 5 contains 6263 members 
Mstep: Class 6 contains 9326 members 
Mstep: Class 7 contains 28803 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 39158 members 
Mstep: Class 10 contains 13536 members 
Mstep: Class 11 contains 9092 members 
Mstep: Class 12 contains 61722 members 
Mstep: Class 13 contains 96209 members 
Mstep: Class 14 contains 203625 members 
Mstep: Class 15 contains 10036 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 42535 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11441 members 
Mstep: Class 20 contains 37878 members 
Mstep: Class 21 contains 12641 members 
Mstep: Class 22 contains 157609 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3086 members 
Mstep: Class 26 contains 17905 members 
Mstep: Class 27 contains 37243 members 
Mstep: Class 28 contains 215887 members 
Mstep: Class 29 contains 63823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051488.000000 Penalty: 101497.804688
Iteration 272Q: 30 clusters Score -1.560515e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 177563 members 
Mstep: Class 3 contains 47757 members 
Mstep: Class 4 contains 13716 members 
Mstep: Class 5 contains 6299 members 
Mstep: Class 6 contains 9323 members 
Mstep: Class 7 contains 28802 members 
Mstep: Class 8 contains 5806 members 
Mstep: Class 9 contains 39162 members 
Mstep: Class 10 contains 13534 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 61716 members 
Mstep: Class 13 contains 96204 members 
Mstep: Class 14 contains 203622 members 
Mstep: Class 15 contains 10041 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 42600 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11437 members 
Mstep: Class 20 contains 37882 members 
Mstep: Class 21 contains 12650 members 
Mstep: Class 22 contains 157597 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3082 members 
Mstep: Class 26 contains 17905 members 
Mstep: Class 27 contains 37241 members 
Mstep: Class 28 contains 215836 members 
Mstep: Class 29 contains 63820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051600.000000 Penalty: 101497.804688
Iteration 273Q: 30 clusters Score -1.560516e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 177549 members 
Mstep: Class 3 contains 47734 members 
Mstep: Class 4 contains 13720 members 
Mstep: Class 5 contains 6321 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 28797 members 
Mstep: Class 8 contains 5819 members 
Mstep: Class 9 contains 39169 members 
Mstep: Class 10 contains 13533 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 61717 members 
Mstep: Class 13 contains 96202 members 
Mstep: Class 14 contains 203612 members 
Mstep: Class 15 contains 10043 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 42655 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 37880 members 
Mstep: Class 21 contains 12656 members 
Mstep: Class 22 contains 157603 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3077 members 
Mstep: Class 26 contains 17907 members 
Mstep: Class 27 contains 37244 members 
Mstep: Class 28 contains 215784 members 
Mstep: Class 29 contains 63820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051920.000000 Penalty: 101497.804688
Iteration 274Q: 30 clusters Score -1.560519e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 177540 members 
Mstep: Class 3 contains 47710 members 
Mstep: Class 4 contains 13725 members 
Mstep: Class 5 contains 6343 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 28792 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 39175 members 
Mstep: Class 10 contains 13533 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 61718 members 
Mstep: Class 13 contains 96203 members 
Mstep: Class 14 contains 203605 members 
Mstep: Class 15 contains 10043 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 42707 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 37877 members 
Mstep: Class 21 contains 12661 members 
Mstep: Class 22 contains 157590 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3069 members 
Mstep: Class 26 contains 17907 members 
Mstep: Class 27 contains 37254 members 
Mstep: Class 28 contains 215736 members 
Mstep: Class 29 contains 63816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051808.000000 Penalty: 101497.804688
Iteration 275Q: 30 clusters Score -1.560518e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 177532 members 
Mstep: Class 3 contains 47681 members 
Mstep: Class 4 contains 13724 members 
Mstep: Class 5 contains 6361 members 
Mstep: Class 6 contains 9322 members 
Mstep: Class 7 contains 28789 members 
Mstep: Class 8 contains 5856 members 
Mstep: Class 9 contains 39178 members 
Mstep: Class 10 contains 13536 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61720 members 
Mstep: Class 13 contains 96212 members 
Mstep: Class 14 contains 203592 members 
Mstep: Class 15 contains 10047 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 42761 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 37868 members 
Mstep: Class 21 contains 12666 members 
Mstep: Class 22 contains 157575 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3067 members 
Mstep: Class 26 contains 17908 members 
Mstep: Class 27 contains 37257 members 
Mstep: Class 28 contains 215695 members 
Mstep: Class 29 contains 63816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051712.000000 Penalty: 101497.804688
Iteration 276Q: 30 clusters Score -1.560517e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 177529 members 
Mstep: Class 3 contains 47668 members 
Mstep: Class 4 contains 13724 members 
Mstep: Class 5 contains 6388 members 
Mstep: Class 6 contains 9324 members 
Mstep: Class 7 contains 28787 members 
Mstep: Class 8 contains 5867 members 
Mstep: Class 9 contains 39181 members 
Mstep: Class 10 contains 13538 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61723 members 
Mstep: Class 13 contains 96214 members 
Mstep: Class 14 contains 203572 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 42812 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11431 members 
Mstep: Class 20 contains 37866 members 
Mstep: Class 21 contains 12665 members 
Mstep: Class 22 contains 157554 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3063 members 
Mstep: Class 26 contains 17910 members 
Mstep: Class 27 contains 37257 members 
Mstep: Class 28 contains 215656 members 
Mstep: Class 29 contains 63814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051952.000000 Penalty: 101497.804688
Iteration 277Q: 30 clusters Score -1.56052e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 177526 members 
Mstep: Class 3 contains 47650 members 
Mstep: Class 4 contains 13728 members 
Mstep: Class 5 contains 6411 members 
Mstep: Class 6 contains 9322 members 
Mstep: Class 7 contains 28785 members 
Mstep: Class 8 contains 5880 members 
Mstep: Class 9 contains 39180 members 
Mstep: Class 10 contains 13537 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61719 members 
Mstep: Class 13 contains 96223 members 
Mstep: Class 14 contains 203560 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 42870 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 37863 members 
Mstep: Class 21 contains 12666 members 
Mstep: Class 22 contains 157538 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3063 members 
Mstep: Class 26 contains 17908 members 
Mstep: Class 27 contains 37262 members 
Mstep: Class 28 contains 215612 members 
Mstep: Class 29 contains 63812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052032.000000 Penalty: 101497.804688
Iteration 278Q: 30 clusters Score -1.56052e+08 nChanged 248
Entering ConstructFrom: 
Score: -156052032.000000 Penalty: 101497.804688
Entering ConstructFrom: 
Trying to split cluster 1 (8288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Entering Unmasked Estep 
Score: -977129.187500 Penalty: 2237.595947
	Iteration 0F: 2 clusters Score -977129.2 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 4065 members 
Entering Unmasked Estep 
Score: -970590.750000 Penalty: 4475.191895
	Iteration 0F: 3 clusters Score -970590.8 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -972371.875000 Penalty: 4475.191895
	Iteration 1F: 3 clusters Score -972371.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -972701.687500 Penalty: 4475.191895
	Iteration 2F: 3 clusters Score -972701.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -972929.500000 Penalty: 4475.191895
	Iteration 3F: 3 clusters Score -972929.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -973130.250000 Penalty: 4475.191895
	Iteration 4Q: 3 clusters Score -973130.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -973307.875000 Penalty: 4475.191895
	Iteration 5Q: 3 clusters Score -973307.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -973454.750000 Penalty: 4475.191895
	Iteration 6Q: 3 clusters Score -973454.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -973628.687500 Penalty: 4475.191895
	Iteration 7Q: 3 clusters Score -973628.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -973832.687500 Penalty: 4475.191895
	Iteration 8Q: 3 clusters Score -973832.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -974049.562500 Penalty: 4475.191895
	Iteration 9Q: 3 clusters Score -974049.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -974276.125000 Penalty: 4475.191895
	Iteration 10Q: 3 clusters Score -974276.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -974491.687500 Penalty: 4475.191895
	Iteration 11Q: 3 clusters Score -974491.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -974681.312500 Penalty: 4475.191895
	Iteration 12Q: 3 clusters Score -974681.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -974862.437500 Penalty: 4475.191895
	Iteration 13Q: 3 clusters Score -974862.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -975016.500000 Penalty: 4475.191895
	Iteration 14Q: 3 clusters Score -975016.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -975113.875000 Penalty: 4475.191895
	Iteration 15Q: 3 clusters Score -975113.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -975175.312500 Penalty: 4475.191895
	Iteration 16Q: 3 clusters Score -975175.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -975209.437500 Penalty: 4475.191895
	Iteration 17Q: 3 clusters Score -975209.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -975234.500000 Penalty: 4475.191895
	Iteration 18Q: 3 clusters Score -975234.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -975253.562500 Penalty: 4475.191895
	Iteration 19Q: 3 clusters Score -975253.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -975271.187500 Penalty: 4475.191895
	Iteration 20F: 3 clusters Score -975271.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -975281.312500 Penalty: 4475.191895
	Iteration 21Q: 3 clusters Score -975281.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -975282.562500 Penalty: 4475.191895
	Iteration 22Q: 3 clusters Score -975282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -975282.062500 Penalty: 4475.191895
	Iteration 23Q: 3 clusters Score -975282.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -975284.125000 Penalty: 4475.191895
	Iteration 24Q: 3 clusters Score -975284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -975284.125000 Penalty: 4475.191895
	Iteration 25F: 3 clusters Score -975284.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (177528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177528 members 
Entering Unmasked Estep 
Score: -21231902.000000 Penalty: 2997.547119
	Iteration 0F: 2 clusters Score -2.12319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 88832 members 
Entering Unmasked Estep 
Score: -21120942.000000 Penalty: 5995.094238
	Iteration 0F: 3 clusters Score -2.112094e+07 nChanged 84801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86245 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -21172226.000000 Penalty: 5995.094238
	Iteration 1F: 3 clusters Score -2.117223e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -21175046.000000 Penalty: 5995.094238
	Iteration 2Q: 3 clusters Score -2.117505e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 97702 members 
Entering Unmasked Estep 
Score: -21179316.000000 Penalty: 5995.094238
	Iteration 3F: 3 clusters Score -2.117932e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Mstep: Class 2 contains 103443 members 
Entering Unmasked Estep 
Score: -21185460.000000 Penalty: 5995.094238
	Iteration 4F: 3 clusters Score -2.118546e+07 nChanged 12466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 111053 members 
Entering Unmasked Estep 
Score: -21193136.000000 Penalty: 5995.094238
	Iteration 5F: 3 clusters Score -2.119314e+07 nChanged 12606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 119753 members 
Entering Unmasked Estep 
Score: -21201884.000000 Penalty: 5995.094238
	Iteration 6F: 3 clusters Score -2.120188e+07 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 128373 members 
Entering Unmasked Estep 
Score: -21210562.000000 Penalty: 5995.094238
	Iteration 7F: 3 clusters Score -2.121056e+07 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 135689 members 
Entering Unmasked Estep 
Score: -21217734.000000 Penalty: 5995.094238
	Iteration 8F: 3 clusters Score -2.121773e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 141300 members 
Entering Unmasked Estep 
Score: -21222716.000000 Penalty: 5995.094238
	Iteration 9Q: 3 clusters Score -2.122272e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 145505 members 
Entering Unmasked Estep 
Score: -21225422.000000 Penalty: 5995.094238
	Iteration 10Q: 3 clusters Score -2.122542e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 149201 members 
Entering Unmasked Estep 
Score: -21227512.000000 Penalty: 5995.094238
	Iteration 11Q: 3 clusters Score -2.122751e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 152426 members 
Entering Unmasked Estep 
Score: -21228718.000000 Penalty: 5995.094238
	Iteration 12Q: 3 clusters Score -2.122872e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 155370 members 
Entering Unmasked Estep 
Score: -21229490.000000 Penalty: 5995.094238
	Iteration 13Q: 3 clusters Score -2.122949e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 157960 members 
Entering Unmasked Estep 
Score: -21229910.000000 Penalty: 5995.094238
	Iteration 14Q: 3 clusters Score -2.122991e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 160243 members 
Entering Unmasked Estep 
Score: -21230218.000000 Penalty: 5995.094238
	Iteration 15Q: 3 clusters Score -2.123022e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 162312 members 
Entering Unmasked Estep 
Score: -21230544.000000 Penalty: 5995.094238
	Iteration 16Q: 3 clusters Score -2.123054e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 164099 members 
Entering Unmasked Estep 
Score: -21230736.000000 Penalty: 5995.094238
	Iteration 17Q: 3 clusters Score -2.123074e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 165690 members 
Entering Unmasked Estep 
Score: -21230692.000000 Penalty: 5995.094238
	Iteration 18Q: 3 clusters Score -2.123069e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 167105 members 
Entering Unmasked Estep 
Score: -21230814.000000 Penalty: 5995.094238
	Iteration 19Q: 3 clusters Score -2.123081e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 168284 members 
Entering Unmasked Estep 
Score: -21230838.000000 Penalty: 5995.094238
	Iteration 20F: 3 clusters Score -2.123084e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 169280 members 
Entering Unmasked Estep 
Score: -21230958.000000 Penalty: 5995.094238
	Iteration 21Q: 3 clusters Score -2.123096e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 170107 members 
Entering Unmasked Estep 
Score: -21230906.000000 Penalty: 5995.094238
	Iteration 22Q: 3 clusters Score -2.123091e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 170807 members 
Entering Unmasked Estep 
Score: -21230918.000000 Penalty: 5995.094238
	Iteration 23Q: 3 clusters Score -2.123092e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 171397 members 
Entering Unmasked Estep 
Score: -21230908.000000 Penalty: 5995.094238
	Iteration 24Q: 3 clusters Score -2.123091e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 171891 members 
Entering Unmasked Estep 
Score: -21230828.000000 Penalty: 5995.094238
	Iteration 25Q: 3 clusters Score -2.123083e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 172303 members 
Entering Unmasked Estep 
Score: -21230764.000000 Penalty: 5995.094238
	Iteration 26Q: 3 clusters Score -2.123076e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 172693 members 
Entering Unmasked Estep 
Score: -21230698.000000 Penalty: 5995.094238
	Iteration 27Q: 3 clusters Score -2.12307e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 173019 members 
Entering Unmasked Estep 
Score: -21230636.000000 Penalty: 5995.094238
	Iteration 28Q: 3 clusters Score -2.123064e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 173272 members 
Entering Unmasked Estep 
Score: -21230586.000000 Penalty: 5995.094238
	Iteration 29Q: 3 clusters Score -2.123059e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 173486 members 
Entering Unmasked Estep 
Score: -21230580.000000 Penalty: 5995.094238
	Iteration 30Q: 3 clusters Score -2.123058e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 173649 members 
Entering Unmasked Estep 
Score: -21230604.000000 Penalty: 5995.094238
	Iteration 31Q: 3 clusters Score -2.12306e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 173812 members 
Entering Unmasked Estep 
Score: -21230604.000000 Penalty: 5995.094238
	Iteration 32Q: 3 clusters Score -2.12306e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 173951 members 
Entering Unmasked Estep 
Score: -21230594.000000 Penalty: 5995.094238
	Iteration 33Q: 3 clusters Score -2.123059e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 174067 members 
Entering Unmasked Estep 
Score: -21230606.000000 Penalty: 5995.094238
	Iteration 34Q: 3 clusters Score -2.123061e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 174176 members 
Entering Unmasked Estep 
Score: -21230580.000000 Penalty: 5995.094238
	Iteration 35Q: 3 clusters Score -2.123058e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 174283 members 
Entering Unmasked Estep 
Score: -21230552.000000 Penalty: 5995.094238
	Iteration 36Q: 3 clusters Score -2.123055e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 174363 members 
Entering Unmasked Estep 
Score: -21230548.000000 Penalty: 5995.094238
	Iteration 37Q: 3 clusters Score -2.123055e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 174423 members 
Entering Unmasked Estep 
Score: -21230574.000000 Penalty: 5995.094238
	Iteration 38Q: 3 clusters Score -2.123057e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 174475 members 
Entering Unmasked Estep 
Score: -21230604.000000 Penalty: 5995.094238
	Iteration 39Q: 3 clusters Score -2.12306e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 174517 members 
Entering Unmasked Estep 
Score: -21230602.000000 Penalty: 5995.094238
	Iteration 40F: 3 clusters Score -2.12306e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 174557 members 
Entering Unmasked Estep 
Score: -21230572.000000 Penalty: 5995.094238
	Iteration 41Q: 3 clusters Score -2.123057e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 174601 members 
Entering Unmasked Estep 
Score: -21230552.000000 Penalty: 5995.094238
	Iteration 42Q: 3 clusters Score -2.123055e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -21230526.000000 Penalty: 5995.094238
	Iteration 43Q: 3 clusters Score -2.123053e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 174677 members 
Entering Unmasked Estep 
Score: -21230500.000000 Penalty: 5995.094238
	Iteration 44Q: 3 clusters Score -2.12305e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 174716 members 
Entering Unmasked Estep 
Score: -21230524.000000 Penalty: 5995.094238
	Iteration 45Q: 3 clusters Score -2.123052e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 174751 members 
Entering Unmasked Estep 
Score: -21230544.000000 Penalty: 5995.094238
	Iteration 46Q: 3 clusters Score -2.123054e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 174781 members 
Entering Unmasked Estep 
Score: -21230510.000000 Penalty: 5995.094238
	Iteration 47Q: 3 clusters Score -2.123051e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 174808 members 
Entering Unmasked Estep 
Score: -21230524.000000 Penalty: 5995.094238
	Iteration 48Q: 3 clusters Score -2.123052e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 174836 members 
Entering Unmasked Estep 
Score: -21230514.000000 Penalty: 5995.094238
	Iteration 49Q: 3 clusters Score -2.123051e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 174857 members 
Entering Unmasked Estep 
Score: -21230504.000000 Penalty: 5995.094238
	Iteration 50Q: 3 clusters Score -2.12305e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 174882 members 
Entering Unmasked Estep 
Score: -21230492.000000 Penalty: 5995.094238
	Iteration 51Q: 3 clusters Score -2.123049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 174898 members 
Entering Unmasked Estep 
Score: -21230494.000000 Penalty: 5995.094238
	Iteration 52Q: 3 clusters Score -2.123049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 174909 members 
Entering Unmasked Estep 
Score: -21230484.000000 Penalty: 5995.094238
	Iteration 53Q: 3 clusters Score -2.123048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 174916 members 
Entering Unmasked Estep 
Score: -21230484.000000 Penalty: 5995.094238
	Iteration 54Q: 3 clusters Score -2.123048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 174924 members 
Entering Unmasked Estep 
Score: -21230482.000000 Penalty: 5995.094238
	Iteration 55Q: 3 clusters Score -2.123048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 174932 members 
Entering Unmasked Estep 
Score: -21230504.000000 Penalty: 5995.094238
	Iteration 56Q: 3 clusters Score -2.12305e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 174942 members 
Entering Unmasked Estep 
Score: -21230484.000000 Penalty: 5995.094238
	Iteration 57Q: 3 clusters Score -2.123048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 174951 members 
Entering Unmasked Estep 
Score: -21230480.000000 Penalty: 5995.094238
	Iteration 58Q: 3 clusters Score -2.123048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 174962 members 
Entering Unmasked Estep 
Score: -21230482.000000 Penalty: 5995.094238
	Iteration 59Q: 3 clusters Score -2.123048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 174974 members 
Entering Unmasked Estep 
Score: -21230500.000000 Penalty: 5995.094238
	Iteration 60F: 3 clusters Score -2.12305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 174980 members 
Entering Unmasked Estep 
Score: -21230500.000000 Penalty: 5995.094238
	Iteration 61Q: 3 clusters Score -2.12305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 174983 members 
Entering Unmasked Estep 
Score: -21230504.000000 Penalty: 5995.094238
	Iteration 62Q: 3 clusters Score -2.12305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 174987 members 
Entering Unmasked Estep 
Score: -21230512.000000 Penalty: 5995.094238
	Iteration 63Q: 3 clusters Score -2.123051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 174993 members 
Entering Unmasked Estep 
Score: -21230512.000000 Penalty: 5995.094238
	Iteration 64Q: 3 clusters Score -2.123051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 175001 members 
Entering Unmasked Estep 
Score: -21230506.000000 Penalty: 5995.094238
	Iteration 65Q: 3 clusters Score -2.123051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 175006 members 
Entering Unmasked Estep 
Score: -21230510.000000 Penalty: 5995.094238
	Iteration 66Q: 3 clusters Score -2.123051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 175014 members 
Entering Unmasked Estep 
Score: -21230524.000000 Penalty: 5995.094238
	Iteration 67Q: 3 clusters Score -2.123052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 175022 members 
Entering Unmasked Estep 
Score: -21230510.000000 Penalty: 5995.094238
	Iteration 68Q: 3 clusters Score -2.123051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 175030 members 
Entering Unmasked Estep 
Score: -21230504.000000 Penalty: 5995.094238
	Iteration 69Q: 3 clusters Score -2.12305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 175037 members 
Entering Unmasked Estep 
Score: -21230494.000000 Penalty: 5995.094238
	Iteration 70Q: 3 clusters Score -2.123049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 175045 members 
Entering Unmasked Estep 
Score: -21230498.000000 Penalty: 5995.094238
	Iteration 71Q: 3 clusters Score -2.12305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 175048 members 
Entering Unmasked Estep 
Score: -21230494.000000 Penalty: 5995.094238
	Iteration 72Q: 3 clusters Score -2.123049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 175054 members 
Entering Unmasked Estep 
Score: -21230502.000000 Penalty: 5995.094238
	Iteration 73Q: 3 clusters Score -2.12305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 175061 members 
Entering Unmasked Estep 
Score: -21230494.000000 Penalty: 5995.094238
	Iteration 74Q: 3 clusters Score -2.123049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 175067 members 
Entering Unmasked Estep 
Score: -21230506.000000 Penalty: 5995.094238
	Iteration 75Q: 3 clusters Score -2.123051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 175067 members 
Entering Unmasked Estep 
Score: -21230512.000000 Penalty: 5995.094238
	Iteration 76Q: 3 clusters Score -2.123051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 175069 members 
Entering Unmasked Estep 
Score: -21230514.000000 Penalty: 5995.094238
	Iteration 77Q: 3 clusters Score -2.123051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 175071 members 
Entering Unmasked Estep 
Score: -21230514.000000 Penalty: 5995.094238
	Iteration 78Q: 3 clusters Score -2.123051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 175073 members 
Entering Unmasked Estep 
Score: -21230522.000000 Penalty: 5995.094238
	Iteration 79Q: 3 clusters Score -2.123052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 175073 members 
Entering Unmasked Estep 
Score: -21230522.000000 Penalty: 5995.094238
	Iteration 80F: 3 clusters Score -2.123052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Entering Unmasked Estep 
Score: -5654391.000000 Penalty: 2671.272461
	Iteration 0F: 2 clusters Score -5654391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -5622337.500000 Penalty: 5342.544922
	Iteration 0F: 3 clusters Score -5622338 nChanged 21795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -5634223.500000 Penalty: 5342.544922
	Iteration 1F: 3 clusters Score -5634224 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -5634777.500000 Penalty: 5342.544922
	Iteration 2Q: 3 clusters Score -5634778 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -5635275.500000 Penalty: 5342.544922
	Iteration 3Q: 3 clusters Score -5635276 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -5635794.000000 Penalty: 5342.544922
	Iteration 4Q: 3 clusters Score -5635794 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -5636412.500000 Penalty: 5342.544922
	Iteration 5Q: 3 clusters Score -5636412 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -5637180.500000 Penalty: 5342.544922
	Iteration 6Q: 3 clusters Score -5637180 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -5638113.000000 Penalty: 5342.544922
	Iteration 7Q: 3 clusters Score -5638113 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -5639307.500000 Penalty: 5342.544922
	Iteration 8Q: 3 clusters Score -5639308 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -5640869.000000 Penalty: 5342.544922
	Iteration 9F: 3 clusters Score -5640869 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -5642598.000000 Penalty: 5342.544922
	Iteration 10F: 3 clusters Score -5642598 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -5644131.500000 Penalty: 5342.544922
	Iteration 11F: 3 clusters Score -5644132 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -5645096.000000 Penalty: 5342.544922
	Iteration 12Q: 3 clusters Score -5645096 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5645511.500000 Penalty: 5342.544922
	Iteration 13Q: 3 clusters Score -5645512 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -5645719.500000 Penalty: 5342.544922
	Iteration 14Q: 3 clusters Score -5645720 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -5645900.500000 Penalty: 5342.544922
	Iteration 15Q: 3 clusters Score -5645900 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -5646032.000000 Penalty: 5342.544922
	Iteration 16Q: 3 clusters Score -5646032 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -5646162.000000 Penalty: 5342.544922
	Iteration 17Q: 3 clusters Score -5646162 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -5646289.500000 Penalty: 5342.544922
	Iteration 18Q: 3 clusters Score -5646290 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -5646469.000000 Penalty: 5342.544922
	Iteration 19Q: 3 clusters Score -5646469 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -5646683.000000 Penalty: 5342.544922
	Iteration 20F: 3 clusters Score -5646683 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -5646917.500000 Penalty: 5342.544922
	Iteration 21Q: 3 clusters Score -5646918 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -5647159.000000 Penalty: 5342.544922
	Iteration 22Q: 3 clusters Score -5647159 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -5647425.000000 Penalty: 5342.544922
	Iteration 23Q: 3 clusters Score -5647425 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -5647719.500000 Penalty: 5342.544922
	Iteration 24Q: 3 clusters Score -5647720 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -5648033.500000 Penalty: 5342.544922
	Iteration 25Q: 3 clusters Score -5648034 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -5648331.000000 Penalty: 5342.544922
	Iteration 26Q: 3 clusters Score -5648331 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -5648603.500000 Penalty: 5342.544922
	Iteration 27Q: 3 clusters Score -5648604 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -5648901.000000 Penalty: 5342.544922
	Iteration 28Q: 3 clusters Score -5648901 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -5649222.500000 Penalty: 5342.544922
	Iteration 29Q: 3 clusters Score -5649222 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -5649537.000000 Penalty: 5342.544922
	Iteration 30Q: 3 clusters Score -5649537 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -5649834.500000 Penalty: 5342.544922
	Iteration 31Q: 3 clusters Score -5649834 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -5650070.500000 Penalty: 5342.544922
	Iteration 32Q: 3 clusters Score -5650070 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -5650293.000000 Penalty: 5342.544922
	Iteration 33Q: 3 clusters Score -5650293 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -5650513.500000 Penalty: 5342.544922
	Iteration 34Q: 3 clusters Score -5650514 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -5650708.000000 Penalty: 5342.544922
	Iteration 35Q: 3 clusters Score -5650708 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -5650882.000000 Penalty: 5342.544922
	Iteration 36Q: 3 clusters Score -5650882 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5651043.000000 Penalty: 5342.544922
	Iteration 37Q: 3 clusters Score -5651043 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -5651126.500000 Penalty: 5342.544922
	Iteration 38Q: 3 clusters Score -5651126 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -5651217.500000 Penalty: 5342.544922
	Iteration 39Q: 3 clusters Score -5651218 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -5651265.500000 Penalty: 5342.544922
	Iteration 40F: 3 clusters Score -5651266 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -5651319.500000 Penalty: 5342.544922
	Iteration 41Q: 3 clusters Score -5651320 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -5651381.000000 Penalty: 5342.544922
	Iteration 42Q: 3 clusters Score -5651381 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -5651409.500000 Penalty: 5342.544922
	Iteration 43Q: 3 clusters Score -5651410 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -5651434.000000 Penalty: 5342.544922
	Iteration 44Q: 3 clusters Score -5651434 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -5651497.500000 Penalty: 5342.544922
	Iteration 45Q: 3 clusters Score -5651498 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -5651539.000000 Penalty: 5342.544922
	Iteration 46Q: 3 clusters Score -5651539 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -5651571.500000 Penalty: 5342.544922
	Iteration 47Q: 3 clusters Score -5651572 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -5651604.500000 Penalty: 5342.544922
	Iteration 48Q: 3 clusters Score -5651604 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -5651651.000000 Penalty: 5342.544922
	Iteration 49Q: 3 clusters Score -5651651 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -5651660.500000 Penalty: 5342.544922
	Iteration 50Q: 3 clusters Score -5651660 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -5651691.500000 Penalty: 5342.544922
	Iteration 51Q: 3 clusters Score -5651692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -5651718.500000 Penalty: 5342.544922
	Iteration 52Q: 3 clusters Score -5651718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -5651744.000000 Penalty: 5342.544922
	Iteration 53Q: 3 clusters Score -5651744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -5651760.000000 Penalty: 5342.544922
	Iteration 54Q: 3 clusters Score -5651760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -5651769.000000 Penalty: 5342.544922
	Iteration 55Q: 3 clusters Score -5651769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -5651782.000000 Penalty: 5342.544922
	Iteration 56Q: 3 clusters Score -5651782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -5651789.500000 Penalty: 5342.544922
	Iteration 57Q: 3 clusters Score -5651790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -5651802.000000 Penalty: 5342.544922
	Iteration 58Q: 3 clusters Score -5651802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -5651819.000000 Penalty: 5342.544922
	Iteration 59Q: 3 clusters Score -5651819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -5651828.500000 Penalty: 5342.544922
	Iteration 60F: 3 clusters Score -5651828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -5651830.500000 Penalty: 5342.544922
	Iteration 61Q: 3 clusters Score -5651830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -5651820.500000 Penalty: 5342.544922
	Iteration 62Q: 3 clusters Score -5651820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -5651832.500000 Penalty: 5342.544922
	Iteration 63Q: 3 clusters Score -5651832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -5651830.000000 Penalty: 5342.544922
	Iteration 64Q: 3 clusters Score -5651830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -5651833.500000 Penalty: 5342.544922
	Iteration 65Q: 3 clusters Score -5651834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -5651846.000000 Penalty: 5342.544922
	Iteration 66Q: 3 clusters Score -5651846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -5651835.500000 Penalty: 5342.544922
	Iteration 67Q: 3 clusters Score -5651836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -5651841.500000 Penalty: 5342.544922
	Iteration 68Q: 3 clusters Score -5651842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -5651845.000000 Penalty: 5342.544922
	Iteration 69Q: 3 clusters Score -5651845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -5651850.500000 Penalty: 5342.544922
	Iteration 70Q: 3 clusters Score -5651850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -5651851.000000 Penalty: 5342.544922
	Iteration 71Q: 3 clusters Score -5651851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -5651853.500000 Penalty: 5342.544922
	Iteration 72Q: 3 clusters Score -5651854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -5651854.000000 Penalty: 5342.544922
	Iteration 73Q: 3 clusters Score -5651854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -5651854.000000 Penalty: 5342.544922
	Iteration 74Q: 3 clusters Score -5651854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -5651857.500000 Penalty: 5342.544922
	Iteration 75Q: 3 clusters Score -5651858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -5651856.500000 Penalty: 5342.544922
	Iteration 76Q: 3 clusters Score -5651856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -5651863.000000 Penalty: 5342.544922
	Iteration 77Q: 3 clusters Score -5651863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -5651862.000000 Penalty: 5342.544922
	Iteration 78Q: 3 clusters Score -5651862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -5651864.500000 Penalty: 5342.544922
	Iteration 79Q: 3 clusters Score -5651864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -5651865.000000 Penalty: 5342.544922
	Iteration 80F: 3 clusters Score -5651865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -5651866.500000 Penalty: 5342.544922
	Iteration 81Q: 3 clusters Score -5651866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -5651868.000000 Penalty: 5342.544922
	Iteration 82Q: 3 clusters Score -5651868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -5651870.000000 Penalty: 5342.544922
	Iteration 83Q: 3 clusters Score -5651870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -5651873.000000 Penalty: 5342.544922
	Iteration 84Q: 3 clusters Score -5651873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -5651866.000000 Penalty: 5342.544922
	Iteration 85Q: 3 clusters Score -5651866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -5651868.500000 Penalty: 5342.544922
	Iteration 86Q: 3 clusters Score -5651868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -5651869.500000 Penalty: 5342.544922
	Iteration 87Q: 3 clusters Score -5651870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -5651867.000000 Penalty: 5342.544922
	Iteration 88Q: 3 clusters Score -5651867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -5651867.000000 Penalty: 5342.544922
	Iteration 89F: 3 clusters Score -5651867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Entering Unmasked Estep 
Score: -1610968.750000 Penalty: 2362.798096
	Iteration 0F: 2 clusters Score -1610969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1600910.125000 Penalty: 4725.596191
	Iteration 0F: 3 clusters Score -1600910 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1603996.000000 Penalty: 4725.596191
	Iteration 1F: 3 clusters Score -1603996 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1604300.125000 Penalty: 4725.596191
	Iteration 2F: 3 clusters Score -1604300 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1604525.500000 Penalty: 4725.596191
	Iteration 3Q: 3 clusters Score -1604526 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1604706.875000 Penalty: 4725.596191
	Iteration 4Q: 3 clusters Score -1604707 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1604857.250000 Penalty: 4725.596191
	Iteration 5Q: 3 clusters Score -1604857 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1605024.625000 Penalty: 4725.596191
	Iteration 6Q: 3 clusters Score -1605025 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1605192.375000 Penalty: 4725.596191
	Iteration 7Q: 3 clusters Score -1605192 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1605350.500000 Penalty: 4725.596191
	Iteration 8Q: 3 clusters Score -1605350 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1605534.375000 Penalty: 4725.596191
	Iteration 9Q: 3 clusters Score -1605534 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1605720.125000 Penalty: 4725.596191
	Iteration 10Q: 3 clusters Score -1605720 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1605916.500000 Penalty: 4725.596191
	Iteration 11Q: 3 clusters Score -1605916 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1606124.500000 Penalty: 4725.596191
	Iteration 12Q: 3 clusters Score -1606124 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1606342.125000 Penalty: 4725.596191
	Iteration 13Q: 3 clusters Score -1606342 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1606570.125000 Penalty: 4725.596191
	Iteration 14Q: 3 clusters Score -1606570 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1606784.750000 Penalty: 4725.596191
	Iteration 15Q: 3 clusters Score -1606785 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1606975.500000 Penalty: 4725.596191
	Iteration 16Q: 3 clusters Score -1606976 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1607121.875000 Penalty: 4725.596191
	Iteration 17Q: 3 clusters Score -1607122 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1607268.750000 Penalty: 4725.596191
	Iteration 18Q: 3 clusters Score -1607269 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1607402.750000 Penalty: 4725.596191
	Iteration 19Q: 3 clusters Score -1607403 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1607548.875000 Penalty: 4725.596191
	Iteration 20F: 3 clusters Score -1607549 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1607689.625000 Penalty: 4725.596191
	Iteration 21Q: 3 clusters Score -1607690 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1607843.250000 Penalty: 4725.596191
	Iteration 22Q: 3 clusters Score -1607843 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1608023.875000 Penalty: 4725.596191
	Iteration 23Q: 3 clusters Score -1608024 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1608238.000000 Penalty: 4725.596191
	Iteration 24Q: 3 clusters Score -1608238 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1608496.250000 Penalty: 4725.596191
	Iteration 25Q: 3 clusters Score -1608496 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1608737.625000 Penalty: 4725.596191
	Iteration 26Q: 3 clusters Score -1608738 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1608884.125000 Penalty: 4725.596191
	Iteration 27Q: 3 clusters Score -1608884 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1608974.750000 Penalty: 4725.596191
	Iteration 28Q: 3 clusters Score -1608975 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1609023.125000 Penalty: 4725.596191
	Iteration 29Q: 3 clusters Score -1609023 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1609071.750000 Penalty: 4725.596191
	Iteration 30Q: 3 clusters Score -1609072 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1609109.250000 Penalty: 4725.596191
	Iteration 31Q: 3 clusters Score -1609109 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1609134.500000 Penalty: 4725.596191
	Iteration 32Q: 3 clusters Score -1609134 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1609157.125000 Penalty: 4725.596191
	Iteration 33Q: 3 clusters Score -1609157 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1609177.375000 Penalty: 4725.596191
	Iteration 34Q: 3 clusters Score -1609177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1609195.250000 Penalty: 4725.596191
	Iteration 35Q: 3 clusters Score -1609195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1609204.250000 Penalty: 4725.596191
	Iteration 36Q: 3 clusters Score -1609204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1609211.875000 Penalty: 4725.596191
	Iteration 37Q: 3 clusters Score -1609212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1609216.625000 Penalty: 4725.596191
	Iteration 38Q: 3 clusters Score -1609217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1609221.000000 Penalty: 4725.596191
	Iteration 39Q: 3 clusters Score -1609221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1609219.250000 Penalty: 4725.596191
	Iteration 40F: 3 clusters Score -1609219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1609217.875000 Penalty: 4725.596191
	Iteration 41Q: 3 clusters Score -1609218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1609221.125000 Penalty: 4725.596191
	Iteration 42Q: 3 clusters Score -1609221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1609223.375000 Penalty: 4725.596191
	Iteration 43Q: 3 clusters Score -1609223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1609221.500000 Penalty: 4725.596191
	Iteration 44Q: 3 clusters Score -1609222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1609223.875000 Penalty: 4725.596191
	Iteration 45Q: 3 clusters Score -1609224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1609223.750000 Penalty: 4725.596191
	Iteration 46Q: 3 clusters Score -1609224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1609223.625000 Penalty: 4725.596191
	Iteration 47Q: 3 clusters Score -1609224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1609225.000000 Penalty: 4725.596191
	Iteration 48Q: 3 clusters Score -1609225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1609224.750000 Penalty: 4725.596191
	Iteration 49Q: 3 clusters Score -1609225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1609225.500000 Penalty: 4725.596191
	Iteration 50Q: 3 clusters Score -1609226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1609227.000000 Penalty: 4725.596191
	Iteration 51Q: 3 clusters Score -1609227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1609229.250000 Penalty: 4725.596191
	Iteration 52Q: 3 clusters Score -1609229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1609231.125000 Penalty: 4725.596191
	Iteration 53Q: 3 clusters Score -1609231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1609231.125000 Penalty: 4725.596191
	Iteration 54F: 3 clusters Score -1609231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Entering Unmasked Estep 
Score: -733793.875000 Penalty: 2174.027100
	Iteration 0F: 2 clusters Score -733793.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -728343.750000 Penalty: 4348.054199
	Iteration 0F: 3 clusters Score -728343.8 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -729811.937500 Penalty: 4348.054199
	Iteration 1F: 3 clusters Score -729811.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -730150.187500 Penalty: 4348.054199
	Iteration 2F: 3 clusters Score -730150.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -730427.437500 Penalty: 4348.054199
	Iteration 3F: 3 clusters Score -730427.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -730679.500000 Penalty: 4348.054199
	Iteration 4F: 3 clusters Score -730679.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -730963.500000 Penalty: 4348.054199
	Iteration 5F: 3 clusters Score -730963.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -731275.437500 Penalty: 4348.054199
	Iteration 6Q: 3 clusters Score -731275.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -731550.000000 Penalty: 4348.054199
	Iteration 7Q: 3 clusters Score -731550 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -731764.750000 Penalty: 4348.054199
	Iteration 8Q: 3 clusters Score -731764.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -731942.750000 Penalty: 4348.054199
	Iteration 9Q: 3 clusters Score -731942.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -732085.125000 Penalty: 4348.054199
	Iteration 10Q: 3 clusters Score -732085.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -732198.687500 Penalty: 4348.054199
	Iteration 11Q: 3 clusters Score -732198.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -732285.437500 Penalty: 4348.054199
	Iteration 12Q: 3 clusters Score -732285.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -732349.937500 Penalty: 4348.054199
	Iteration 13Q: 3 clusters Score -732349.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -732392.625000 Penalty: 4348.054199
	Iteration 14Q: 3 clusters Score -732392.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -732420.500000 Penalty: 4348.054199
	Iteration 15Q: 3 clusters Score -732420.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -732439.875000 Penalty: 4348.054199
	Iteration 16Q: 3 clusters Score -732439.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -732460.312500 Penalty: 4348.054199
	Iteration 17Q: 3 clusters Score -732460.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -732474.062500 Penalty: 4348.054199
	Iteration 18Q: 3 clusters Score -732474.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -732483.375000 Penalty: 4348.054199
	Iteration 19Q: 3 clusters Score -732483.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -732493.250000 Penalty: 4348.054199
	Iteration 20F: 3 clusters Score -732493.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -732501.312500 Penalty: 4348.054199
	Iteration 21Q: 3 clusters Score -732501.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -732504.937500 Penalty: 4348.054199
	Iteration 22Q: 3 clusters Score -732504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -732507.000000 Penalty: 4348.054199
	Iteration 23Q: 3 clusters Score -732507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -732508.562500 Penalty: 4348.054199
	Iteration 24Q: 3 clusters Score -732508.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -732509.500000 Penalty: 4348.054199
	Iteration 25Q: 3 clusters Score -732509.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -732512.312500 Penalty: 4348.054199
	Iteration 26Q: 3 clusters Score -732512.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -732514.250000 Penalty: 4348.054199
	Iteration 27Q: 3 clusters Score -732514.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -732515.000000 Penalty: 4348.054199
	Iteration 28Q: 3 clusters Score -732515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -732515.687500 Penalty: 4348.054199
	Iteration 29Q: 3 clusters Score -732515.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -732519.437500 Penalty: 4348.054199
	Iteration 30Q: 3 clusters Score -732519.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -732519.437500 Penalty: 4348.054199
	Iteration 31Q: 3 clusters Score -732519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -732521.687500 Penalty: 4348.054199
	Iteration 32Q: 3 clusters Score -732521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -732522.687500 Penalty: 4348.054199
	Iteration 33Q: 3 clusters Score -732522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -732525.687500 Penalty: 4348.054199
	Iteration 34Q: 3 clusters Score -732525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -732524.375000 Penalty: 4348.054199
	Iteration 35Q: 3 clusters Score -732524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -732525.062500 Penalty: 4348.054199
	Iteration 36Q: 3 clusters Score -732525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -732526.812500 Penalty: 4348.054199
	Iteration 37Q: 3 clusters Score -732526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -732528.500000 Penalty: 4348.054199
	Iteration 38Q: 3 clusters Score -732528.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -732529.750000 Penalty: 4348.054199
	Iteration 39Q: 3 clusters Score -732529.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -732531.187500 Penalty: 4348.054199
	Iteration 40F: 3 clusters Score -732531.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -732532.437500 Penalty: 4348.054199
	Iteration 41Q: 3 clusters Score -732532.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -732534.562500 Penalty: 4348.054199
	Iteration 42Q: 3 clusters Score -732534.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -732536.250000 Penalty: 4348.054199
	Iteration 43Q: 3 clusters Score -732536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -732537.875000 Penalty: 4348.054199
	Iteration 44Q: 3 clusters Score -732537.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -732544.062500 Penalty: 4348.054199
	Iteration 45Q: 3 clusters Score -732544.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -732546.625000 Penalty: 4348.054199
	Iteration 46Q: 3 clusters Score -732546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -732548.812500 Penalty: 4348.054199
	Iteration 47Q: 3 clusters Score -732548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -732552.937500 Penalty: 4348.054199
	Iteration 48Q: 3 clusters Score -732552.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -732553.500000 Penalty: 4348.054199
	Iteration 49Q: 3 clusters Score -732553.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -732556.875000 Penalty: 4348.054199
	Iteration 50Q: 3 clusters Score -732556.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -732559.625000 Penalty: 4348.054199
	Iteration 51Q: 3 clusters Score -732559.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -732561.812500 Penalty: 4348.054199
	Iteration 52Q: 3 clusters Score -732561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -732563.000000 Penalty: 4348.054199
	Iteration 53Q: 3 clusters Score -732563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -732565.062500 Penalty: 4348.054199
	Iteration 54Q: 3 clusters Score -732565.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -732564.375000 Penalty: 4348.054199
	Iteration 55Q: 3 clusters Score -732564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -732565.625000 Penalty: 4348.054199
	Iteration 56Q: 3 clusters Score -732565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -732566.000000 Penalty: 4348.054199
	Iteration 57Q: 3 clusters Score -732566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -732567.312500 Penalty: 4348.054199
	Iteration 58Q: 3 clusters Score -732567.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -732567.500000 Penalty: 4348.054199
	Iteration 59Q: 3 clusters Score -732567.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -732567.500000 Penalty: 4348.054199
	Iteration 60F: 3 clusters Score -732567.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Entering Unmasked Estep 
Score: -1017872.937500 Penalty: 2266.885986
	Iteration 0F: 2 clusters Score -1017873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1010667.937500 Penalty: 4533.771973
	Iteration 0F: 3 clusters Score -1010668 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1012900.250000 Penalty: 4533.771973
	Iteration 1F: 3 clusters Score -1012900 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1013546.562500 Penalty: 4533.771973
	Iteration 2F: 3 clusters Score -1013547 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1014234.750000 Penalty: 4533.771973
	Iteration 3F: 3 clusters Score -1014235 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1014989.062500 Penalty: 4533.771973
	Iteration 4F: 3 clusters Score -1014989 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1015604.125000 Penalty: 4533.771973
	Iteration 5F: 3 clusters Score -1015604 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1015990.687500 Penalty: 4533.771973
	Iteration 6F: 3 clusters Score -1015991 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1016231.125000 Penalty: 4533.771973
	Iteration 7Q: 3 clusters Score -1016231 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1016391.500000 Penalty: 4533.771973
	Iteration 8Q: 3 clusters Score -1016392 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1016525.750000 Penalty: 4533.771973
	Iteration 9Q: 3 clusters Score -1016526 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1016600.687500 Penalty: 4533.771973
	Iteration 10Q: 3 clusters Score -1016601 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1016653.312500 Penalty: 4533.771973
	Iteration 11Q: 3 clusters Score -1016653 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1016687.625000 Penalty: 4533.771973
	Iteration 12Q: 3 clusters Score -1016688 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1016707.187500 Penalty: 4533.771973
	Iteration 13Q: 3 clusters Score -1016707 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1016723.312500 Penalty: 4533.771973
	Iteration 14Q: 3 clusters Score -1016723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1016730.562500 Penalty: 4533.771973
	Iteration 15Q: 3 clusters Score -1016731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1016737.187500 Penalty: 4533.771973
	Iteration 16Q: 3 clusters Score -1016737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1016740.125000 Penalty: 4533.771973
	Iteration 17Q: 3 clusters Score -1016740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1016745.687500 Penalty: 4533.771973
	Iteration 18Q: 3 clusters Score -1016746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1016749.875000 Penalty: 4533.771973
	Iteration 19Q: 3 clusters Score -1016750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1016749.937500 Penalty: 4533.771973
	Iteration 20F: 3 clusters Score -1016750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1016749.500000 Penalty: 4533.771973
	Iteration 21Q: 3 clusters Score -1016750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1016750.312500 Penalty: 4533.771973
	Iteration 22Q: 3 clusters Score -1016750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1016750.937500 Penalty: 4533.771973
	Iteration 23Q: 3 clusters Score -1016751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1016753.625000 Penalty: 4533.771973
	Iteration 24Q: 3 clusters Score -1016754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1016752.812500 Penalty: 4533.771973
	Iteration 25Q: 3 clusters Score -1016753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1016754.062500 Penalty: 4533.771973
	Iteration 26Q: 3 clusters Score -1016754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1016756.000000 Penalty: 4533.771973
	Iteration 27Q: 3 clusters Score -1016756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1016756.687500 Penalty: 4533.771973
	Iteration 28Q: 3 clusters Score -1016757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1016757.750000 Penalty: 4533.771973
	Iteration 29Q: 3 clusters Score -1016758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1016758.437500 Penalty: 4533.771973
	Iteration 30Q: 3 clusters Score -1016758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1016760.687500 Penalty: 4533.771973
	Iteration 31Q: 3 clusters Score -1016761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1016761.875000 Penalty: 4533.771973
	Iteration 32Q: 3 clusters Score -1016762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1016761.750000 Penalty: 4533.771973
	Iteration 33Q: 3 clusters Score -1016762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1016762.312500 Penalty: 4533.771973
	Iteration 34Q: 3 clusters Score -1016762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1016762.312500 Penalty: 4533.771973
	Iteration 35F: 3 clusters Score -1016762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Entering Unmasked Estep 
Score: -3304002.000000 Penalty: 2546.358643
	Iteration 0F: 2 clusters Score -3304002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3284347.250000 Penalty: 5092.717285
	Iteration 0F: 3 clusters Score -3284347 nChanged 12800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3292151.750000 Penalty: 5092.717285
	Iteration 1F: 3 clusters Score -3292152 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3293439.500000 Penalty: 5092.717285
	Iteration 2F: 3 clusters Score -3293440 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3294834.000000 Penalty: 5092.717285
	Iteration 3F: 3 clusters Score -3294834 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3296345.750000 Penalty: 5092.717285
	Iteration 4F: 3 clusters Score -3296346 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3297965.750000 Penalty: 5092.717285
	Iteration 5F: 3 clusters Score -3297966 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -3299486.750000 Penalty: 5092.717285
	Iteration 6F: 3 clusters Score -3299487 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -3300628.500000 Penalty: 5092.717285
	Iteration 7F: 3 clusters Score -3300628 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3301401.250000 Penalty: 5092.717285
	Iteration 8Q: 3 clusters Score -3301401 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3301938.500000 Penalty: 5092.717285
	Iteration 9Q: 3 clusters Score -3301938 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3302388.250000 Penalty: 5092.717285
	Iteration 10Q: 3 clusters Score -3302388 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3302744.500000 Penalty: 5092.717285
	Iteration 11Q: 3 clusters Score -3302744 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3303048.750000 Penalty: 5092.717285
	Iteration 12Q: 3 clusters Score -3303049 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3303278.250000 Penalty: 5092.717285
	Iteration 13Q: 3 clusters Score -3303278 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3303458.500000 Penalty: 5092.717285
	Iteration 14Q: 3 clusters Score -3303458 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3303575.000000 Penalty: 5092.717285
	Iteration 15Q: 3 clusters Score -3303575 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3303628.000000 Penalty: 5092.717285
	Iteration 16Q: 3 clusters Score -3303628 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3303646.500000 Penalty: 5092.717285
	Iteration 17Q: 3 clusters Score -3303646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3303662.750000 Penalty: 5092.717285
	Iteration 18Q: 3 clusters Score -3303663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3303671.250000 Penalty: 5092.717285
	Iteration 19Q: 3 clusters Score -3303671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3303665.500000 Penalty: 5092.717285
	Iteration 20F: 3 clusters Score -3303666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3303674.250000 Penalty: 5092.717285
	Iteration 21Q: 3 clusters Score -3303674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3303670.500000 Penalty: 5092.717285
	Iteration 22Q: 3 clusters Score -3303670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3303670.000000 Penalty: 5092.717285
	Iteration 23Q: 3 clusters Score -3303670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3303672.000000 Penalty: 5092.717285
	Iteration 24Q: 3 clusters Score -3303672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3303672.750000 Penalty: 5092.717285
	Iteration 25Q: 3 clusters Score -3303673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3303670.000000 Penalty: 5092.717285
	Iteration 26Q: 3 clusters Score -3303670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3303669.500000 Penalty: 5092.717285
	Iteration 27Q: 3 clusters Score -3303670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3303677.500000 Penalty: 5092.717285
	Iteration 28Q: 3 clusters Score -3303678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3303682.000000 Penalty: 5092.717285
	Iteration 29Q: 3 clusters Score -3303682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3303678.500000 Penalty: 5092.717285
	Iteration 30Q: 3 clusters Score -3303678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3303680.500000 Penalty: 5092.717285
	Iteration 31Q: 3 clusters Score -3303680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3303682.500000 Penalty: 5092.717285
	Iteration 32Q: 3 clusters Score -3303682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3303681.500000 Penalty: 5092.717285
	Iteration 33Q: 3 clusters Score -3303682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3303684.750000 Penalty: 5092.717285
	Iteration 34Q: 3 clusters Score -3303685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3303684.500000 Penalty: 5092.717285
	Iteration 35Q: 3 clusters Score -3303684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3303685.250000 Penalty: 5092.717285
	Iteration 36Q: 3 clusters Score -3303685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3303685.250000 Penalty: 5092.717285
	Iteration 37F: 3 clusters Score -3303685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Entering Unmasked Estep 
Score: -640846.687500 Penalty: 2152.427246
	Iteration 0F: 2 clusters Score -640846.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -635774.062500 Penalty: 4304.854492
	Iteration 0F: 3 clusters Score -635774.1 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -637254.625000 Penalty: 4304.854492
	Iteration 1F: 3 clusters Score -637254.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -637659.937500 Penalty: 4304.854492
	Iteration 2F: 3 clusters Score -637659.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -637997.562500 Penalty: 4304.854492
	Iteration 3F: 3 clusters Score -637997.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -638269.187500 Penalty: 4304.854492
	Iteration 4F: 3 clusters Score -638269.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -638490.250000 Penalty: 4304.854492
	Iteration 5F: 3 clusters Score -638490.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -638661.125000 Penalty: 4304.854492
	Iteration 6Q: 3 clusters Score -638661.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -638802.437500 Penalty: 4304.854492
	Iteration 7Q: 3 clusters Score -638802.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -638927.875000 Penalty: 4304.854492
	Iteration 8Q: 3 clusters Score -638927.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -639029.625000 Penalty: 4304.854492
	Iteration 9Q: 3 clusters Score -639029.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -639109.062500 Penalty: 4304.854492
	Iteration 10Q: 3 clusters Score -639109.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -639178.562500 Penalty: 4304.854492
	Iteration 11Q: 3 clusters Score -639178.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -639224.500000 Penalty: 4304.854492
	Iteration 12Q: 3 clusters Score -639224.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -639256.062500 Penalty: 4304.854492
	Iteration 13Q: 3 clusters Score -639256.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -639284.687500 Penalty: 4304.854492
	Iteration 14Q: 3 clusters Score -639284.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -639305.625000 Penalty: 4304.854492
	Iteration 15Q: 3 clusters Score -639305.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -639324.062500 Penalty: 4304.854492
	Iteration 16Q: 3 clusters Score -639324.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -639340.875000 Penalty: 4304.854492
	Iteration 17Q: 3 clusters Score -639340.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -639350.500000 Penalty: 4304.854492
	Iteration 18Q: 3 clusters Score -639350.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -639358.875000 Penalty: 4304.854492
	Iteration 19Q: 3 clusters Score -639358.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -639362.375000 Penalty: 4304.854492
	Iteration 20F: 3 clusters Score -639362.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -639364.000000 Penalty: 4304.854492
	Iteration 21Q: 3 clusters Score -639364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -639369.687500 Penalty: 4304.854492
	Iteration 22Q: 3 clusters Score -639369.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -639373.000000 Penalty: 4304.854492
	Iteration 23Q: 3 clusters Score -639373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -639374.437500 Penalty: 4304.854492
	Iteration 24Q: 3 clusters Score -639374.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -639375.750000 Penalty: 4304.854492
	Iteration 25Q: 3 clusters Score -639375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -639375.687500 Penalty: 4304.854492
	Iteration 26Q: 3 clusters Score -639375.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -639376.250000 Penalty: 4304.854492
	Iteration 27Q: 3 clusters Score -639376.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -639378.000000 Penalty: 4304.854492
	Iteration 28Q: 3 clusters Score -639378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -639381.812500 Penalty: 4304.854492
	Iteration 29Q: 3 clusters Score -639381.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -639381.125000 Penalty: 4304.854492
	Iteration 30Q: 3 clusters Score -639381.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -639383.000000 Penalty: 4304.854492
	Iteration 31Q: 3 clusters Score -639383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -639381.625000 Penalty: 4304.854492
	Iteration 32Q: 3 clusters Score -639381.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -639385.062500 Penalty: 4304.854492
	Iteration 33Q: 3 clusters Score -639385.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -639385.562500 Penalty: 4304.854492
	Iteration 34Q: 3 clusters Score -639385.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -639385.875000 Penalty: 4304.854492
	Iteration 35Q: 3 clusters Score -639385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -639385.875000 Penalty: 4304.854492
	Iteration 36F: 3 clusters Score -639385.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Entering Unmasked Estep 
Score: -4705135.500000 Penalty: 2622.815918
	Iteration 0F: 2 clusters Score -4705136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4678508.500000 Penalty: 5245.631836
	Iteration 0F: 3 clusters Score -4678508 nChanged 17888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -4688617.500000 Penalty: 5245.631836
	Iteration 1F: 3 clusters Score -4688618 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -4689389.500000 Penalty: 5245.631836
	Iteration 2Q: 3 clusters Score -4689390 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -4690433.000000 Penalty: 5245.631836
	Iteration 3F: 3 clusters Score -4690433 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -4691928.500000 Penalty: 5245.631836
	Iteration 4F: 3 clusters Score -4691928 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -4694190.000000 Penalty: 5245.631836
	Iteration 5F: 3 clusters Score -4694190 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -4696908.000000 Penalty: 5245.631836
	Iteration 6F: 3 clusters Score -4696908 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4699376.000000 Penalty: 5245.631836
	Iteration 7F: 3 clusters Score -4699376 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -4700958.500000 Penalty: 5245.631836
	Iteration 8Q: 3 clusters Score -4700958 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -4701868.500000 Penalty: 5245.631836
	Iteration 9Q: 3 clusters Score -4701868 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -4702397.000000 Penalty: 5245.631836
	Iteration 10Q: 3 clusters Score -4702397 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -4702672.000000 Penalty: 5245.631836
	Iteration 11Q: 3 clusters Score -4702672 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -4702819.500000 Penalty: 5245.631836
	Iteration 12Q: 3 clusters Score -4702820 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -4702897.500000 Penalty: 5245.631836
	Iteration 13Q: 3 clusters Score -4702898 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -4702934.000000 Penalty: 5245.631836
	Iteration 14Q: 3 clusters Score -4702934 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -4702963.500000 Penalty: 5245.631836
	Iteration 15Q: 3 clusters Score -4702964 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -4703004.000000 Penalty: 5245.631836
	Iteration 16Q: 3 clusters Score -4703004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -4703010.000000 Penalty: 5245.631836
	Iteration 17Q: 3 clusters Score -4703010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4703031.500000 Penalty: 5245.631836
	Iteration 18Q: 3 clusters Score -4703032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -4703043.500000 Penalty: 5245.631836
	Iteration 19Q: 3 clusters Score -4703044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -4703055.000000 Penalty: 5245.631836
	Iteration 20F: 3 clusters Score -4703055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -4703061.500000 Penalty: 5245.631836
	Iteration 21Q: 3 clusters Score -4703062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -4703068.000000 Penalty: 5245.631836
	Iteration 22Q: 3 clusters Score -4703068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -4703073.500000 Penalty: 5245.631836
	Iteration 23Q: 3 clusters Score -4703074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -4703082.500000 Penalty: 5245.631836
	Iteration 24Q: 3 clusters Score -4703082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4703084.500000 Penalty: 5245.631836
	Iteration 25Q: 3 clusters Score -4703084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -4703087.500000 Penalty: 5245.631836
	Iteration 26Q: 3 clusters Score -4703088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -4703110.500000 Penalty: 5245.631836
	Iteration 27Q: 3 clusters Score -4703110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -4703123.000000 Penalty: 5245.631836
	Iteration 28Q: 3 clusters Score -4703123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -4703127.500000 Penalty: 5245.631836
	Iteration 29Q: 3 clusters Score -4703128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -4703137.500000 Penalty: 5245.631836
	Iteration 30Q: 3 clusters Score -4703138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -4703135.500000 Penalty: 5245.631836
	Iteration 31Q: 3 clusters Score -4703136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -4703135.500000 Penalty: 5245.631836
	Iteration 32Q: 3 clusters Score -4703136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -4703133.500000 Penalty: 5245.631836
	Iteration 33Q: 3 clusters Score -4703134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -4703141.500000 Penalty: 5245.631836
	Iteration 34Q: 3 clusters Score -4703142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -4703133.500000 Penalty: 5245.631836
	Iteration 35Q: 3 clusters Score -4703134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -4703140.000000 Penalty: 5245.631836
	Iteration 36Q: 3 clusters Score -4703140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -4703140.000000 Penalty: 5245.631836
	Iteration 37Q: 3 clusters Score -4703140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -4703145.000000 Penalty: 5245.631836
	Iteration 38Q: 3 clusters Score -4703145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -4703147.000000 Penalty: 5245.631836
	Iteration 39Q: 3 clusters Score -4703147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -4703146.000000 Penalty: 5245.631836
	Iteration 40F: 3 clusters Score -4703146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -4703148.500000 Penalty: 5245.631836
	Iteration 41Q: 3 clusters Score -4703148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -4703150.000000 Penalty: 5245.631836
	Iteration 42Q: 3 clusters Score -4703150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -4703149.500000 Penalty: 5245.631836
	Iteration 43Q: 3 clusters Score -4703150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -4703147.500000 Penalty: 5245.631836
	Iteration 44Q: 3 clusters Score -4703148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -4703156.000000 Penalty: 5245.631836
	Iteration 45Q: 3 clusters Score -4703156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -4703156.000000 Penalty: 5245.631836
	Iteration 46Q: 3 clusters Score -4703156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -4703152.500000 Penalty: 5245.631836
	Iteration 47Q: 3 clusters Score -4703152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -4703149.500000 Penalty: 5245.631836
	Iteration 48Q: 3 clusters Score -4703150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -4703153.000000 Penalty: 5245.631836
	Iteration 49Q: 3 clusters Score -4703153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -4703155.000000 Penalty: 5245.631836
	Iteration 50Q: 3 clusters Score -4703155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -4703155.000000 Penalty: 5245.631836
	Iteration 51F: 3 clusters Score -4703155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Entering Unmasked Estep 
Score: -1581724.375000 Penalty: 2359.214111
	Iteration 0F: 2 clusters Score -1581724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1571767.625000 Penalty: 4718.428223
	Iteration 0F: 3 clusters Score -1571768 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1574838.250000 Penalty: 4718.428223
	Iteration 1F: 3 clusters Score -1574838 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1575176.500000 Penalty: 4718.428223
	Iteration 2F: 3 clusters Score -1575176 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1575445.250000 Penalty: 4718.428223
	Iteration 3Q: 3 clusters Score -1575445 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1575680.375000 Penalty: 4718.428223
	Iteration 4Q: 3 clusters Score -1575680 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1575894.750000 Penalty: 4718.428223
	Iteration 5Q: 3 clusters Score -1575895 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1576087.250000 Penalty: 4718.428223
	Iteration 6Q: 3 clusters Score -1576087 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1576307.750000 Penalty: 4718.428223
	Iteration 7Q: 3 clusters Score -1576308 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1576576.625000 Penalty: 4718.428223
	Iteration 8Q: 3 clusters Score -1576577 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1576876.000000 Penalty: 4718.428223
	Iteration 9Q: 3 clusters Score -1576876 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1577184.625000 Penalty: 4718.428223
	Iteration 10Q: 3 clusters Score -1577185 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1577537.375000 Penalty: 4718.428223
	Iteration 11Q: 3 clusters Score -1577537 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1577897.000000 Penalty: 4718.428223
	Iteration 12Q: 3 clusters Score -1577897 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1578246.875000 Penalty: 4718.428223
	Iteration 13Q: 3 clusters Score -1578247 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1578603.250000 Penalty: 4718.428223
	Iteration 14Q: 3 clusters Score -1578603 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1578903.750000 Penalty: 4718.428223
	Iteration 15Q: 3 clusters Score -1578904 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1579132.125000 Penalty: 4718.428223
	Iteration 16Q: 3 clusters Score -1579132 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1579365.125000 Penalty: 4718.428223
	Iteration 17Q: 3 clusters Score -1579365 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1579520.750000 Penalty: 4718.428223
	Iteration 18Q: 3 clusters Score -1579521 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1579621.250000 Penalty: 4718.428223
	Iteration 19Q: 3 clusters Score -1579621 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1579691.875000 Penalty: 4718.428223
	Iteration 20F: 3 clusters Score -1579692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1579742.625000 Penalty: 4718.428223
	Iteration 21Q: 3 clusters Score -1579743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1579781.625000 Penalty: 4718.428223
	Iteration 22Q: 3 clusters Score -1579782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1579805.625000 Penalty: 4718.428223
	Iteration 23Q: 3 clusters Score -1579806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1579823.875000 Penalty: 4718.428223
	Iteration 24Q: 3 clusters Score -1579824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1579851.000000 Penalty: 4718.428223
	Iteration 25Q: 3 clusters Score -1579851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1579871.000000 Penalty: 4718.428223
	Iteration 26Q: 3 clusters Score -1579871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1579890.375000 Penalty: 4718.428223
	Iteration 27Q: 3 clusters Score -1579890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1579906.375000 Penalty: 4718.428223
	Iteration 28Q: 3 clusters Score -1579906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1579921.125000 Penalty: 4718.428223
	Iteration 29Q: 3 clusters Score -1579921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1579929.000000 Penalty: 4718.428223
	Iteration 30Q: 3 clusters Score -1579929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1579929.625000 Penalty: 4718.428223
	Iteration 31Q: 3 clusters Score -1579930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1579932.375000 Penalty: 4718.428223
	Iteration 32Q: 3 clusters Score -1579932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1579935.500000 Penalty: 4718.428223
	Iteration 33Q: 3 clusters Score -1579936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1579941.125000 Penalty: 4718.428223
	Iteration 34Q: 3 clusters Score -1579941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1579944.125000 Penalty: 4718.428223
	Iteration 35Q: 3 clusters Score -1579944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1579945.875000 Penalty: 4718.428223
	Iteration 36Q: 3 clusters Score -1579946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1579945.375000 Penalty: 4718.428223
	Iteration 37Q: 3 clusters Score -1579945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1579946.500000 Penalty: 4718.428223
	Iteration 38Q: 3 clusters Score -1579946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1579946.500000 Penalty: 4718.428223
	Iteration 39F: 3 clusters Score -1579946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Entering Unmasked Estep 
Score: -1086990.125000 Penalty: 2260.502686
	Iteration 0F: 2 clusters Score -1086990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1079953.250000 Penalty: 4521.005371
	Iteration 0F: 3 clusters Score -1079953 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1081859.375000 Penalty: 4521.005371
	Iteration 1F: 3 clusters Score -1081859 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1082128.375000 Penalty: 4521.005371
	Iteration 2F: 3 clusters Score -1082128 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1082306.250000 Penalty: 4521.005371
	Iteration 3Q: 3 clusters Score -1082306 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1082422.750000 Penalty: 4521.005371
	Iteration 4Q: 3 clusters Score -1082423 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1082524.750000 Penalty: 4521.005371
	Iteration 5Q: 3 clusters Score -1082525 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1082615.000000 Penalty: 4521.005371
	Iteration 6Q: 3 clusters Score -1082615 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1082698.750000 Penalty: 4521.005371
	Iteration 7Q: 3 clusters Score -1082699 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1082790.000000 Penalty: 4521.005371
	Iteration 8Q: 3 clusters Score -1082790 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1082870.750000 Penalty: 4521.005371
	Iteration 9Q: 3 clusters Score -1082871 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1082970.500000 Penalty: 4521.005371
	Iteration 10Q: 3 clusters Score -1082970 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1083105.500000 Penalty: 4521.005371
	Iteration 11Q: 3 clusters Score -1083106 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1083264.500000 Penalty: 4521.005371
	Iteration 12Q: 3 clusters Score -1083264 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1083470.000000 Penalty: 4521.005371
	Iteration 13Q: 3 clusters Score -1083470 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1083735.500000 Penalty: 4521.005371
	Iteration 14Q: 3 clusters Score -1083736 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1084080.125000 Penalty: 4521.005371
	Iteration 15Q: 3 clusters Score -1084080 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1084465.250000 Penalty: 4521.005371
	Iteration 16F: 3 clusters Score -1084465 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1084784.375000 Penalty: 4521.005371
	Iteration 17Q: 3 clusters Score -1084784 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1085018.500000 Penalty: 4521.005371
	Iteration 18Q: 3 clusters Score -1085018 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1085153.000000 Penalty: 4521.005371
	Iteration 19Q: 3 clusters Score -1085153 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1085226.000000 Penalty: 4521.005371
	Iteration 20F: 3 clusters Score -1085226 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1085274.750000 Penalty: 4521.005371
	Iteration 21Q: 3 clusters Score -1085275 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1085300.625000 Penalty: 4521.005371
	Iteration 22Q: 3 clusters Score -1085301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1085316.500000 Penalty: 4521.005371
	Iteration 23Q: 3 clusters Score -1085316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1085334.125000 Penalty: 4521.005371
	Iteration 24Q: 3 clusters Score -1085334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1085340.125000 Penalty: 4521.005371
	Iteration 25Q: 3 clusters Score -1085340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1085343.125000 Penalty: 4521.005371
	Iteration 26Q: 3 clusters Score -1085343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1085347.625000 Penalty: 4521.005371
	Iteration 27Q: 3 clusters Score -1085348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1085353.250000 Penalty: 4521.005371
	Iteration 28Q: 3 clusters Score -1085353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1085352.750000 Penalty: 4521.005371
	Iteration 29Q: 3 clusters Score -1085353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1085355.500000 Penalty: 4521.005371
	Iteration 30Q: 3 clusters Score -1085356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1085354.625000 Penalty: 4521.005371
	Iteration 31Q: 3 clusters Score -1085355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1085354.750000 Penalty: 4521.005371
	Iteration 32Q: 3 clusters Score -1085355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1085354.750000 Penalty: 4521.005371
	Iteration 33F: 3 clusters Score -1085355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Entering Unmasked Estep 
Score: -7346251.000000 Penalty: 2735.541992
	Iteration 0F: 2 clusters Score -7346251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -7304869.500000 Penalty: 5471.083984
	Iteration 0F: 3 clusters Score -7304870 nChanged 28705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -7321042.500000 Penalty: 5471.083984
	Iteration 1F: 3 clusters Score -7321042 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -7321667.000000 Penalty: 5471.083984
	Iteration 2Q: 3 clusters Score -7321667 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -7322422.500000 Penalty: 5471.083984
	Iteration 3Q: 3 clusters Score -7322422 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -7323419.500000 Penalty: 5471.083984
	Iteration 4Q: 3 clusters Score -7323420 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -7324521.500000 Penalty: 5471.083984
	Iteration 5Q: 3 clusters Score -7324522 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -7325883.500000 Penalty: 5471.083984
	Iteration 6Q: 3 clusters Score -7325884 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -7327659.000000 Penalty: 5471.083984
	Iteration 7F: 3 clusters Score -7327659 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -7329875.500000 Penalty: 5471.083984
	Iteration 8F: 3 clusters Score -7329876 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -7332373.000000 Penalty: 5471.083984
	Iteration 9F: 3 clusters Score -7332373 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -7334611.500000 Penalty: 5471.083984
	Iteration 10F: 3 clusters Score -7334612 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -7336216.000000 Penalty: 5471.083984
	Iteration 11Q: 3 clusters Score -7336216 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -7337151.000000 Penalty: 5471.083984
	Iteration 12Q: 3 clusters Score -7337151 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -7337826.000000 Penalty: 5471.083984
	Iteration 13Q: 3 clusters Score -7337826 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -7338368.000000 Penalty: 5471.083984
	Iteration 14Q: 3 clusters Score -7338368 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -7338899.000000 Penalty: 5471.083984
	Iteration 15Q: 3 clusters Score -7338899 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -7339307.000000 Penalty: 5471.083984
	Iteration 16Q: 3 clusters Score -7339307 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -7339731.000000 Penalty: 5471.083984
	Iteration 17Q: 3 clusters Score -7339731 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -7340083.000000 Penalty: 5471.083984
	Iteration 18Q: 3 clusters Score -7340083 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -7340375.000000 Penalty: 5471.083984
	Iteration 19Q: 3 clusters Score -7340375 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -7340561.500000 Penalty: 5471.083984
	Iteration 20F: 3 clusters Score -7340562 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -7340692.500000 Penalty: 5471.083984
	Iteration 21Q: 3 clusters Score -7340692 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -7340830.500000 Penalty: 5471.083984
	Iteration 22Q: 3 clusters Score -7340830 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -7340923.500000 Penalty: 5471.083984
	Iteration 23Q: 3 clusters Score -7340924 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -7340961.500000 Penalty: 5471.083984
	Iteration 24Q: 3 clusters Score -7340962 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -7340966.000000 Penalty: 5471.083984
	Iteration 25Q: 3 clusters Score -7340966 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -7340983.500000 Penalty: 5471.083984
	Iteration 26Q: 3 clusters Score -7340984 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -7341012.500000 Penalty: 5471.083984
	Iteration 27Q: 3 clusters Score -7341012 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -7341020.500000 Penalty: 5471.083984
	Iteration 28Q: 3 clusters Score -7341020 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -7341019.000000 Penalty: 5471.083984
	Iteration 29Q: 3 clusters Score -7341019 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -7341043.500000 Penalty: 5471.083984
	Iteration 30Q: 3 clusters Score -7341044 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -7341040.500000 Penalty: 5471.083984
	Iteration 31Q: 3 clusters Score -7341040 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -7341059.500000 Penalty: 5471.083984
	Iteration 32Q: 3 clusters Score -7341060 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -7341076.000000 Penalty: 5471.083984
	Iteration 33Q: 3 clusters Score -7341076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -7341100.500000 Penalty: 5471.083984
	Iteration 34Q: 3 clusters Score -7341100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -7341102.000000 Penalty: 5471.083984
	Iteration 35Q: 3 clusters Score -7341102 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -7341102.000000 Penalty: 5471.083984
	Iteration 36Q: 3 clusters Score -7341102 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -7341101.500000 Penalty: 5471.083984
	Iteration 37Q: 3 clusters Score -7341102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -7341114.000000 Penalty: 5471.083984
	Iteration 38Q: 3 clusters Score -7341114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -7341124.500000 Penalty: 5471.083984
	Iteration 39Q: 3 clusters Score -7341124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -7341122.000000 Penalty: 5471.083984
	Iteration 40F: 3 clusters Score -7341122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -7341119.000000 Penalty: 5471.083984
	Iteration 41Q: 3 clusters Score -7341119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -7341108.000000 Penalty: 5471.083984
	Iteration 42Q: 3 clusters Score -7341108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -7341101.500000 Penalty: 5471.083984
	Iteration 43Q: 3 clusters Score -7341102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -7341090.500000 Penalty: 5471.083984
	Iteration 44Q: 3 clusters Score -7341090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -7341105.500000 Penalty: 5471.083984
	Iteration 45Q: 3 clusters Score -7341106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -7341099.500000 Penalty: 5471.083984
	Iteration 46Q: 3 clusters Score -7341100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -7341098.500000 Penalty: 5471.083984
	Iteration 47Q: 3 clusters Score -7341098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -7341108.500000 Penalty: 5471.083984
	Iteration 48Q: 3 clusters Score -7341108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -7341099.500000 Penalty: 5471.083984
	Iteration 49Q: 3 clusters Score -7341100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -7341106.000000 Penalty: 5471.083984
	Iteration 50Q: 3 clusters Score -7341106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -7341113.000000 Penalty: 5471.083984
	Iteration 51Q: 3 clusters Score -7341113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -7341112.500000 Penalty: 5471.083984
	Iteration 52Q: 3 clusters Score -7341112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -7341111.500000 Penalty: 5471.083984
	Iteration 53Q: 3 clusters Score -7341112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -7341108.000000 Penalty: 5471.083984
	Iteration 54Q: 3 clusters Score -7341108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -7341101.500000 Penalty: 5471.083984
	Iteration 55Q: 3 clusters Score -7341102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -7341105.500000 Penalty: 5471.083984
	Iteration 56Q: 3 clusters Score -7341106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -7341104.000000 Penalty: 5471.083984
	Iteration 57Q: 3 clusters Score -7341104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -7341104.000000 Penalty: 5471.083984
	Iteration 58Q: 3 clusters Score -7341104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -7341100.000000 Penalty: 5471.083984
	Iteration 59Q: 3 clusters Score -7341100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -7341101.000000 Penalty: 5471.083984
	Iteration 60F: 3 clusters Score -7341101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -7341108.500000 Penalty: 5471.083984
	Iteration 61Q: 3 clusters Score -7341108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -7341105.500000 Penalty: 5471.083984
	Iteration 62Q: 3 clusters Score -7341106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -7341101.500000 Penalty: 5471.083984
	Iteration 63Q: 3 clusters Score -7341102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -7341095.500000 Penalty: 5471.083984
	Iteration 64Q: 3 clusters Score -7341096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -7341092.500000 Penalty: 5471.083984
	Iteration 65Q: 3 clusters Score -7341092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -7341089.500000 Penalty: 5471.083984
	Iteration 66Q: 3 clusters Score -7341090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -7341081.000000 Penalty: 5471.083984
	Iteration 67Q: 3 clusters Score -7341081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -7341075.500000 Penalty: 5471.083984
	Iteration 68Q: 3 clusters Score -7341076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -7341077.000000 Penalty: 5471.083984
	Iteration 69Q: 3 clusters Score -7341077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -7341076.000000 Penalty: 5471.083984
	Iteration 70Q: 3 clusters Score -7341076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -7341077.000000 Penalty: 5471.083984
	Iteration 71Q: 3 clusters Score -7341077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -7341082.000000 Penalty: 5471.083984
	Iteration 72Q: 3 clusters Score -7341082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -7341073.500000 Penalty: 5471.083984
	Iteration 73Q: 3 clusters Score -7341074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -7341075.500000 Penalty: 5471.083984
	Iteration 74Q: 3 clusters Score -7341076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -7341079.500000 Penalty: 5471.083984
	Iteration 75Q: 3 clusters Score -7341080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -7341082.500000 Penalty: 5471.083984
	Iteration 76Q: 3 clusters Score -7341082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -7341086.000000 Penalty: 5471.083984
	Iteration 77Q: 3 clusters Score -7341086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -7341087.000000 Penalty: 5471.083984
	Iteration 78Q: 3 clusters Score -7341087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -7341090.000000 Penalty: 5471.083984
	Iteration 79Q: 3 clusters Score -7341090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -7341091.500000 Penalty: 5471.083984
	Iteration 80F: 3 clusters Score -7341092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -7341097.500000 Penalty: 5471.083984
	Iteration 81Q: 3 clusters Score -7341098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -7341090.000000 Penalty: 5471.083984
	Iteration 82Q: 3 clusters Score -7341090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -7341089.500000 Penalty: 5471.083984
	Iteration 83Q: 3 clusters Score -7341090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -7341089.500000 Penalty: 5471.083984
	Iteration 84F: 3 clusters Score -7341090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Entering Unmasked Estep 
Score: -11483229.000000 Penalty: 2845.695801
	Iteration 0F: 2 clusters Score -1.148323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -11418980.000000 Penalty: 5691.391602
	Iteration 0F: 3 clusters Score -1.141898e+07 nChanged 45384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -11444914.000000 Penalty: 5691.391602
	Iteration 1F: 3 clusters Score -1.144491e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -11445875.000000 Penalty: 5691.391602
	Iteration 2Q: 3 clusters Score -1.144588e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50302 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -11446907.000000 Penalty: 5691.391602
	Iteration 3Q: 3 clusters Score -1.144691e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -11447877.000000 Penalty: 5691.391602
	Iteration 4Q: 3 clusters Score -1.144788e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -11449121.000000 Penalty: 5691.391602
	Iteration 5Q: 3 clusters Score -1.144912e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -11450358.000000 Penalty: 5691.391602
	Iteration 6Q: 3 clusters Score -1.145036e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -11451984.000000 Penalty: 5691.391602
	Iteration 7Q: 3 clusters Score -1.145198e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -11453904.000000 Penalty: 5691.391602
	Iteration 8Q: 3 clusters Score -1.14539e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -11456479.000000 Penalty: 5691.391602
	Iteration 9Q: 3 clusters Score -1.145648e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -11459377.000000 Penalty: 5691.391602
	Iteration 10Q: 3 clusters Score -1.145938e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -11462310.000000 Penalty: 5691.391602
	Iteration 11Q: 3 clusters Score -1.146231e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -11464935.000000 Penalty: 5691.391602
	Iteration 12Q: 3 clusters Score -1.146494e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -11467170.000000 Penalty: 5691.391602
	Iteration 13Q: 3 clusters Score -1.146717e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -11469355.000000 Penalty: 5691.391602
	Iteration 14Q: 3 clusters Score -1.146936e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -11471573.000000 Penalty: 5691.391602
	Iteration 15Q: 3 clusters Score -1.147157e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -11473551.000000 Penalty: 5691.391602
	Iteration 16Q: 3 clusters Score -1.147355e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -11475651.000000 Penalty: 5691.391602
	Iteration 17Q: 3 clusters Score -1.147565e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -11477446.000000 Penalty: 5691.391602
	Iteration 18Q: 3 clusters Score -1.147745e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -11478767.000000 Penalty: 5691.391602
	Iteration 19Q: 3 clusters Score -1.147877e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11479637.000000 Penalty: 5691.391602
	Iteration 20F: 3 clusters Score -1.147964e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95285 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11480155.000000 Penalty: 5691.391602
	Iteration 21Q: 3 clusters Score -1.148016e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95584 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -11480414.000000 Penalty: 5691.391602
	Iteration 22Q: 3 clusters Score -1.148041e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95728 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -11480535.000000 Penalty: 5691.391602
	Iteration 23Q: 3 clusters Score -1.148054e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95797 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11480623.000000 Penalty: 5691.391602
	Iteration 24Q: 3 clusters Score -1.148062e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11480665.000000 Penalty: 5691.391602
	Iteration 25Q: 3 clusters Score -1.148066e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95870 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -11480709.000000 Penalty: 5691.391602
	Iteration 26Q: 3 clusters Score -1.148071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11480734.000000 Penalty: 5691.391602
	Iteration 27Q: 3 clusters Score -1.148073e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -11480749.000000 Penalty: 5691.391602
	Iteration 28Q: 3 clusters Score -1.148075e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -11480774.000000 Penalty: 5691.391602
	Iteration 29Q: 3 clusters Score -1.148077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11480776.000000 Penalty: 5691.391602
	Iteration 30Q: 3 clusters Score -1.148078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95923 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -11480796.000000 Penalty: 5691.391602
	Iteration 31Q: 3 clusters Score -1.14808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11480796.000000 Penalty: 5691.391602
	Iteration 32Q: 3 clusters Score -1.14808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -11480798.000000 Penalty: 5691.391602
	Iteration 33Q: 3 clusters Score -1.14808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -11480802.000000 Penalty: 5691.391602
	Iteration 34Q: 3 clusters Score -1.14808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11480810.000000 Penalty: 5691.391602
	Iteration 35Q: 3 clusters Score -1.148081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11480810.000000 Penalty: 5691.391602
	Iteration 36F: 3 clusters Score -1.148081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203549 members 
Entering Unmasked Estep 
Score: -24034484.000000 Penalty: 3031.468262
	Iteration 0F: 2 clusters Score -2.403448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 101760 members 
Entering Unmasked Estep 
Score: -23901848.000000 Penalty: 6062.936523
	Iteration 0F: 3 clusters Score -2.390185e+07 nChanged 97998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101927 members 
Mstep: Class 2 contains 101622 members 
Entering Unmasked Estep 
Score: -23959296.000000 Penalty: 6062.936523
	Iteration 1F: 3 clusters Score -2.39593e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101786 members 
Mstep: Class 2 contains 101763 members 
Entering Unmasked Estep 
Score: -23960368.000000 Penalty: 6062.936523
	Iteration 2Q: 3 clusters Score -2.396037e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101675 members 
Mstep: Class 2 contains 101874 members 
Entering Unmasked Estep 
Score: -23961762.000000 Penalty: 6062.936523
	Iteration 3Q: 3 clusters Score -2.396176e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101516 members 
Mstep: Class 2 contains 102033 members 
Entering Unmasked Estep 
Score: -23963256.000000 Penalty: 6062.936523
	Iteration 4Q: 3 clusters Score -2.396326e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101167 members 
Mstep: Class 2 contains 102382 members 
Entering Unmasked Estep 
Score: -23965188.000000 Penalty: 6062.936523
	Iteration 5Q: 3 clusters Score -2.396519e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100521 members 
Mstep: Class 2 contains 103028 members 
Entering Unmasked Estep 
Score: -23967578.000000 Penalty: 6062.936523
	Iteration 6Q: 3 clusters Score -2.396758e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99386 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -23970512.000000 Penalty: 6062.936523
	Iteration 7Q: 3 clusters Score -2.397051e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97533 members 
Mstep: Class 2 contains 106016 members 
Entering Unmasked Estep 
Score: -23974220.000000 Penalty: 6062.936523
	Iteration 8Q: 3 clusters Score -2.397422e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94566 members 
Mstep: Class 2 contains 108983 members 
Entering Unmasked Estep 
Score: -23979066.000000 Penalty: 6062.936523
	Iteration 9Q: 3 clusters Score -2.397907e+07 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90560 members 
Mstep: Class 2 contains 112989 members 
Entering Unmasked Estep 
Score: -23985382.000000 Penalty: 6062.936523
	Iteration 10F: 3 clusters Score -2.398538e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85744 members 
Mstep: Class 2 contains 117805 members 
Entering Unmasked Estep 
Score: -23992514.000000 Penalty: 6062.936523
	Iteration 11F: 3 clusters Score -2.399251e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 122872 members 
Entering Unmasked Estep 
Score: -23999092.000000 Penalty: 6062.936523
	Iteration 12F: 3 clusters Score -2.399909e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 127641 members 
Entering Unmasked Estep 
Score: -24003174.000000 Penalty: 6062.936523
	Iteration 13Q: 3 clusters Score -2.400317e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 131840 members 
Entering Unmasked Estep 
Score: -24005690.000000 Penalty: 6062.936523
	Iteration 14Q: 3 clusters Score -2.400569e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Mstep: Class 2 contains 135614 members 
Entering Unmasked Estep 
Score: -24007398.000000 Penalty: 6062.936523
	Iteration 15Q: 3 clusters Score -2.40074e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 139279 members 
Entering Unmasked Estep 
Score: -24008558.000000 Penalty: 6062.936523
	Iteration 16Q: 3 clusters Score -2.400856e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 142895 members 
Entering Unmasked Estep 
Score: -24009818.000000 Penalty: 6062.936523
	Iteration 17Q: 3 clusters Score -2.400982e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 146532 members 
Entering Unmasked Estep 
Score: -24010980.000000 Penalty: 6062.936523
	Iteration 18Q: 3 clusters Score -2.401098e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 150191 members 
Entering Unmasked Estep 
Score: -24011956.000000 Penalty: 6062.936523
	Iteration 19Q: 3 clusters Score -2.401196e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 153880 members 
Entering Unmasked Estep 
Score: -24013016.000000 Penalty: 6062.936523
	Iteration 20F: 3 clusters Score -2.401302e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 157508 members 
Entering Unmasked Estep 
Score: -24014180.000000 Penalty: 6062.936523
	Iteration 21Q: 3 clusters Score -2.401418e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 161171 members 
Entering Unmasked Estep 
Score: -24015484.000000 Penalty: 6062.936523
	Iteration 22Q: 3 clusters Score -2.401548e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 164855 members 
Entering Unmasked Estep 
Score: -24016834.000000 Penalty: 6062.936523
	Iteration 23Q: 3 clusters Score -2.401683e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 168487 members 
Entering Unmasked Estep 
Score: -24018274.000000 Penalty: 6062.936523
	Iteration 24Q: 3 clusters Score -2.401827e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 172095 members 
Entering Unmasked Estep 
Score: -24019738.000000 Penalty: 6062.936523
	Iteration 25Q: 3 clusters Score -2.401974e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 175646 members 
Entering Unmasked Estep 
Score: -24021368.000000 Penalty: 6062.936523
	Iteration 26Q: 3 clusters Score -2.402137e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 179160 members 
Entering Unmasked Estep 
Score: -24022898.000000 Penalty: 6062.936523
	Iteration 27Q: 3 clusters Score -2.40229e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 182523 members 
Entering Unmasked Estep 
Score: -24024522.000000 Penalty: 6062.936523
	Iteration 28Q: 3 clusters Score -2.402452e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 185616 members 
Entering Unmasked Estep 
Score: -24026246.000000 Penalty: 6062.936523
	Iteration 29Q: 3 clusters Score -2.402625e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 188461 members 
Entering Unmasked Estep 
Score: -24027870.000000 Penalty: 6062.936523
	Iteration 30Q: 3 clusters Score -2.402787e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 190981 members 
Entering Unmasked Estep 
Score: -24029204.000000 Penalty: 6062.936523
	Iteration 31Q: 3 clusters Score -2.40292e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 193109 members 
Entering Unmasked Estep 
Score: -24030330.000000 Penalty: 6062.936523
	Iteration 32Q: 3 clusters Score -2.403033e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 194817 members 
Entering Unmasked Estep 
Score: -24031124.000000 Penalty: 6062.936523
	Iteration 33Q: 3 clusters Score -2.403112e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 196096 members 
Entering Unmasked Estep 
Score: -24031796.000000 Penalty: 6062.936523
	Iteration 34Q: 3 clusters Score -2.40318e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 197025 members 
Entering Unmasked Estep 
Score: -24032144.000000 Penalty: 6062.936523
	Iteration 35Q: 3 clusters Score -2.403214e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 197742 members 
Entering Unmasked Estep 
Score: -24032478.000000 Penalty: 6062.936523
	Iteration 36Q: 3 clusters Score -2.403248e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 198278 members 
Entering Unmasked Estep 
Score: -24032730.000000 Penalty: 6062.936523
	Iteration 37Q: 3 clusters Score -2.403273e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 198668 members 
Entering Unmasked Estep 
Score: -24032850.000000 Penalty: 6062.936523
	Iteration 38Q: 3 clusters Score -2.403285e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 198947 members 
Entering Unmasked Estep 
Score: -24032896.000000 Penalty: 6062.936523
	Iteration 39Q: 3 clusters Score -2.40329e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 199161 members 
Entering Unmasked Estep 
Score: -24032958.000000 Penalty: 6062.936523
	Iteration 40F: 3 clusters Score -2.403296e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 199329 members 
Entering Unmasked Estep 
Score: -24032992.000000 Penalty: 6062.936523
	Iteration 41Q: 3 clusters Score -2.403299e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 199460 members 
Entering Unmasked Estep 
Score: -24032994.000000 Penalty: 6062.936523
	Iteration 42Q: 3 clusters Score -2.403299e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 199553 members 
Entering Unmasked Estep 
Score: -24032974.000000 Penalty: 6062.936523
	Iteration 43Q: 3 clusters Score -2.403297e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 199617 members 
Entering Unmasked Estep 
Score: -24032970.000000 Penalty: 6062.936523
	Iteration 44Q: 3 clusters Score -2.403297e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 199679 members 
Entering Unmasked Estep 
Score: -24032956.000000 Penalty: 6062.936523
	Iteration 45Q: 3 clusters Score -2.403296e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 199744 members 
Entering Unmasked Estep 
Score: -24032946.000000 Penalty: 6062.936523
	Iteration 46Q: 3 clusters Score -2.403295e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 199783 members 
Entering Unmasked Estep 
Score: -24032908.000000 Penalty: 6062.936523
	Iteration 47Q: 3 clusters Score -2.403291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 199811 members 
Entering Unmasked Estep 
Score: -24032900.000000 Penalty: 6062.936523
	Iteration 48Q: 3 clusters Score -2.40329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 199827 members 
Entering Unmasked Estep 
Score: -24032906.000000 Penalty: 6062.936523
	Iteration 49Q: 3 clusters Score -2.403291e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 199849 members 
Entering Unmasked Estep 
Score: -24032916.000000 Penalty: 6062.936523
	Iteration 50Q: 3 clusters Score -2.403292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 199860 members 
Entering Unmasked Estep 
Score: -24032940.000000 Penalty: 6062.936523
	Iteration 51Q: 3 clusters Score -2.403294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 199872 members 
Entering Unmasked Estep 
Score: -24032912.000000 Penalty: 6062.936523
	Iteration 52Q: 3 clusters Score -2.403291e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 199889 members 
Entering Unmasked Estep 
Score: -24032918.000000 Penalty: 6062.936523
	Iteration 53Q: 3 clusters Score -2.403292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 199908 members 
Entering Unmasked Estep 
Score: -24032932.000000 Penalty: 6062.936523
	Iteration 54Q: 3 clusters Score -2.403293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 199923 members 
Entering Unmasked Estep 
Score: -24032942.000000 Penalty: 6062.936523
	Iteration 55Q: 3 clusters Score -2.403294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 199934 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.403294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 199946 members 
Entering Unmasked Estep 
Score: -24032952.000000 Penalty: 6062.936523
	Iteration 57Q: 3 clusters Score -2.403295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 199961 members 
Entering Unmasked Estep 
Score: -24032966.000000 Penalty: 6062.936523
	Iteration 58Q: 3 clusters Score -2.403297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 199971 members 
Entering Unmasked Estep 
Score: -24032948.000000 Penalty: 6062.936523
	Iteration 59Q: 3 clusters Score -2.403295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 199979 members 
Entering Unmasked Estep 
Score: -24032932.000000 Penalty: 6062.936523
	Iteration 60F: 3 clusters Score -2.403293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 199984 members 
Entering Unmasked Estep 
Score: -24032950.000000 Penalty: 6062.936523
	Iteration 61Q: 3 clusters Score -2.403295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 199993 members 
Entering Unmasked Estep 
Score: -24032940.000000 Penalty: 6062.936523
	Iteration 62Q: 3 clusters Score -2.403294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 200000 members 
Entering Unmasked Estep 
Score: -24032946.000000 Penalty: 6062.936523
	Iteration 63Q: 3 clusters Score -2.403295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 200005 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.403295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 200007 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.403295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 200011 members 
Entering Unmasked Estep 
Score: -24032940.000000 Penalty: 6062.936523
	Iteration 66Q: 3 clusters Score -2.403294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 200016 members 
Entering Unmasked Estep 
Score: -24032940.000000 Penalty: 6062.936523
	Iteration 67Q: 3 clusters Score -2.403294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 200021 members 
Entering Unmasked Estep 
Score: -24032922.000000 Penalty: 6062.936523
	Iteration 68Q: 3 clusters Score -2.403292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 200028 members 
Entering Unmasked Estep 
Score: -24032930.000000 Penalty: 6062.936523
	Iteration 69Q: 3 clusters Score -2.403293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 200033 members 
Entering Unmasked Estep 
Score: -24032938.000000 Penalty: 6062.936523
	Iteration 70Q: 3 clusters Score -2.403294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 200040 members 
Entering Unmasked Estep 
Score: -24032946.000000 Penalty: 6062.936523
	Iteration 71Q: 3 clusters Score -2.403295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 200045 members 
Entering Unmasked Estep 
Score: -24032950.000000 Penalty: 6062.936523
	Iteration 72Q: 3 clusters Score -2.403295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 200048 members 
Entering Unmasked Estep 
Score: -24032958.000000 Penalty: 6062.936523
	Iteration 73Q: 3 clusters Score -2.403296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 200051 members 
Entering Unmasked Estep 
Score: -24032944.000000 Penalty: 6062.936523
	Iteration 74Q: 3 clusters Score -2.403294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 200058 members 
Entering Unmasked Estep 
Score: -24032948.000000 Penalty: 6062.936523
	Iteration 75Q: 3 clusters Score -2.403295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 200068 members 
Entering Unmasked Estep 
Score: -24032940.000000 Penalty: 6062.936523
	Iteration 76Q: 3 clusters Score -2.403294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 200075 members 
Entering Unmasked Estep 
Score: -24032938.000000 Penalty: 6062.936523
	Iteration 77Q: 3 clusters Score -2.403294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 200080 members 
Entering Unmasked Estep 
Score: -24032930.000000 Penalty: 6062.936523
	Iteration 78Q: 3 clusters Score -2.403293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 200082 members 
Entering Unmasked Estep 
Score: -24032932.000000 Penalty: 6062.936523
	Iteration 79Q: 3 clusters Score -2.403293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 200087 members 
Entering Unmasked Estep 
Score: -24032940.000000 Penalty: 6062.936523
	Iteration 80F: 3 clusters Score -2.403294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 200091 members 
Entering Unmasked Estep 
Score: -24032936.000000 Penalty: 6062.936523
	Iteration 81Q: 3 clusters Score -2.403294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 200094 members 
Entering Unmasked Estep 
Score: -24032934.000000 Penalty: 6062.936523
	Iteration 82Q: 3 clusters Score -2.403293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 200093 members 
Entering Unmasked Estep 
Score: -24032950.000000 Penalty: 6062.936523
	Iteration 83Q: 3 clusters Score -2.403295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 200098 members 
Entering Unmasked Estep 
Score: -24032946.000000 Penalty: 6062.936523
	Iteration 84Q: 3 clusters Score -2.403295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 200102 members 
Entering Unmasked Estep 
Score: -24032936.000000 Penalty: 6062.936523
	Iteration 85Q: 3 clusters Score -2.403294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 200102 members 
Entering Unmasked Estep 
Score: -24032934.000000 Penalty: 6062.936523
	Iteration 86Q: 3 clusters Score -2.403293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 200104 members 
Entering Unmasked Estep 
Score: -24032934.000000 Penalty: 6062.936523
	Iteration 87Q: 3 clusters Score -2.403293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 200105 members 
Entering Unmasked Estep 
Score: -24032934.000000 Penalty: 6062.936523
	Iteration 88Q: 3 clusters Score -2.403293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 200106 members 
Entering Unmasked Estep 
Score: -24032936.000000 Penalty: 6062.936523
	Iteration 89Q: 3 clusters Score -2.403294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 200106 members 
Entering Unmasked Estep 
Score: -24032936.000000 Penalty: 6062.936523
	Iteration 90F: 3 clusters Score -2.403294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Entering Unmasked Estep 
Score: -1173841.375000 Penalty: 2285.327393
	Iteration 0F: 2 clusters Score -1173841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1166154.875000 Penalty: 4570.654785
	Iteration 0F: 3 clusters Score -1166155 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1168404.125000 Penalty: 4570.654785
	Iteration 1F: 3 clusters Score -1168404 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1168769.750000 Penalty: 4570.654785
	Iteration 2F: 3 clusters Score -1168770 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1169063.625000 Penalty: 4570.654785
	Iteration 3F: 3 clusters Score -1169064 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1169317.375000 Penalty: 4570.654785
	Iteration 4Q: 3 clusters Score -1169317 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1169557.875000 Penalty: 4570.654785
	Iteration 5Q: 3 clusters Score -1169558 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1169778.750000 Penalty: 4570.654785
	Iteration 6Q: 3 clusters Score -1169779 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1169981.625000 Penalty: 4570.654785
	Iteration 7Q: 3 clusters Score -1169982 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1170152.375000 Penalty: 4570.654785
	Iteration 8Q: 3 clusters Score -1170152 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1170340.750000 Penalty: 4570.654785
	Iteration 9Q: 3 clusters Score -1170341 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1170558.375000 Penalty: 4570.654785
	Iteration 10Q: 3 clusters Score -1170558 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1170774.750000 Penalty: 4570.654785
	Iteration 11Q: 3 clusters Score -1170775 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1170989.500000 Penalty: 4570.654785
	Iteration 12Q: 3 clusters Score -1170990 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1171188.000000 Penalty: 4570.654785
	Iteration 13Q: 3 clusters Score -1171188 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1171395.125000 Penalty: 4570.654785
	Iteration 14Q: 3 clusters Score -1171395 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1171559.250000 Penalty: 4570.654785
	Iteration 15Q: 3 clusters Score -1171559 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1171696.625000 Penalty: 4570.654785
	Iteration 16Q: 3 clusters Score -1171697 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1171789.250000 Penalty: 4570.654785
	Iteration 17Q: 3 clusters Score -1171789 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1171844.875000 Penalty: 4570.654785
	Iteration 18Q: 3 clusters Score -1171845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1171878.875000 Penalty: 4570.654785
	Iteration 19Q: 3 clusters Score -1171879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1171908.375000 Penalty: 4570.654785
	Iteration 20F: 3 clusters Score -1171908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1171933.625000 Penalty: 4570.654785
	Iteration 21Q: 3 clusters Score -1171934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1171954.375000 Penalty: 4570.654785
	Iteration 22Q: 3 clusters Score -1171954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1171967.625000 Penalty: 4570.654785
	Iteration 23Q: 3 clusters Score -1171968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1171975.500000 Penalty: 4570.654785
	Iteration 24Q: 3 clusters Score -1171976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1171980.375000 Penalty: 4570.654785
	Iteration 25Q: 3 clusters Score -1171980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1171985.000000 Penalty: 4570.654785
	Iteration 26Q: 3 clusters Score -1171985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1171988.250000 Penalty: 4570.654785
	Iteration 27Q: 3 clusters Score -1171988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1171989.250000 Penalty: 4570.654785
	Iteration 28Q: 3 clusters Score -1171989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1171989.250000 Penalty: 4570.654785
	Iteration 29Q: 3 clusters Score -1171989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1171989.375000 Penalty: 4570.654785
	Iteration 30Q: 3 clusters Score -1171989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1171992.375000 Penalty: 4570.654785
	Iteration 31Q: 3 clusters Score -1171992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1171993.250000 Penalty: 4570.654785
	Iteration 32Q: 3 clusters Score -1171993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1171995.125000 Penalty: 4570.654785
	Iteration 33Q: 3 clusters Score -1171995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1171995.875000 Penalty: 4570.654785
	Iteration 34Q: 3 clusters Score -1171996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1171996.125000 Penalty: 4570.654785
	Iteration 35Q: 3 clusters Score -1171996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1171996.125000 Penalty: 4570.654785
	Iteration 36F: 3 clusters Score -1171996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Entering Unmasked Estep 
Score: -566943.437500 Penalty: 2095.914307
	Iteration 0F: 2 clusters Score -566943.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -562683.750000 Penalty: 4191.828613
	Iteration 0F: 3 clusters Score -562683.8 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -563651.375000 Penalty: 4191.828613
	Iteration 1F: 3 clusters Score -563651.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -563895.687500 Penalty: 4191.828613
	Iteration 2F: 3 clusters Score -563895.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -564064.812500 Penalty: 4191.828613
	Iteration 3F: 3 clusters Score -564064.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -564247.875000 Penalty: 4191.828613
	Iteration 4F: 3 clusters Score -564247.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -564402.250000 Penalty: 4191.828613
	Iteration 5Q: 3 clusters Score -564402.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -564547.625000 Penalty: 4191.828613
	Iteration 6Q: 3 clusters Score -564547.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -564698.062500 Penalty: 4191.828613
	Iteration 7Q: 3 clusters Score -564698.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -564809.812500 Penalty: 4191.828613
	Iteration 8Q: 3 clusters Score -564809.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -564909.562500 Penalty: 4191.828613
	Iteration 9Q: 3 clusters Score -564909.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -564983.750000 Penalty: 4191.828613
	Iteration 10Q: 3 clusters Score -564983.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -565059.125000 Penalty: 4191.828613
	Iteration 11Q: 3 clusters Score -565059.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -565113.437500 Penalty: 4191.828613
	Iteration 12Q: 3 clusters Score -565113.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -565154.250000 Penalty: 4191.828613
	Iteration 13Q: 3 clusters Score -565154.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -565179.062500 Penalty: 4191.828613
	Iteration 14Q: 3 clusters Score -565179.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -565201.562500 Penalty: 4191.828613
	Iteration 15Q: 3 clusters Score -565201.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -565213.437500 Penalty: 4191.828613
	Iteration 16Q: 3 clusters Score -565213.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -565222.312500 Penalty: 4191.828613
	Iteration 17Q: 3 clusters Score -565222.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -565232.937500 Penalty: 4191.828613
	Iteration 18Q: 3 clusters Score -565232.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -565245.312500 Penalty: 4191.828613
	Iteration 19Q: 3 clusters Score -565245.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -565257.937500 Penalty: 4191.828613
	Iteration 20F: 3 clusters Score -565257.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -565267.750000 Penalty: 4191.828613
	Iteration 21Q: 3 clusters Score -565267.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -565273.625000 Penalty: 4191.828613
	Iteration 22Q: 3 clusters Score -565273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -565273.562500 Penalty: 4191.828613
	Iteration 23Q: 3 clusters Score -565273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -565274.125000 Penalty: 4191.828613
	Iteration 24Q: 3 clusters Score -565274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -565274.000000 Penalty: 4191.828613
	Iteration 25Q: 3 clusters Score -565274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -565275.187500 Penalty: 4191.828613
	Iteration 26Q: 3 clusters Score -565275.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -565276.312500 Penalty: 4191.828613
	Iteration 27Q: 3 clusters Score -565276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -565278.937500 Penalty: 4191.828613
	Iteration 28Q: 3 clusters Score -565278.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -565280.500000 Penalty: 4191.828613
	Iteration 29Q: 3 clusters Score -565280.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -565284.625000 Penalty: 4191.828613
	Iteration 30Q: 3 clusters Score -565284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -565288.250000 Penalty: 4191.828613
	Iteration 31Q: 3 clusters Score -565288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -565290.125000 Penalty: 4191.828613
	Iteration 32Q: 3 clusters Score -565290.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -565292.062500 Penalty: 4191.828613
	Iteration 33Q: 3 clusters Score -565292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -565292.687500 Penalty: 4191.828613
	Iteration 34Q: 3 clusters Score -565292.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -565292.687500 Penalty: 4191.828613
	Iteration 35F: 3 clusters Score -565292.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Entering Unmasked Estep 
Score: -5146776.000000 Penalty: 2645.508545
	Iteration 0F: 2 clusters Score -5146776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -5117683.500000 Penalty: 5291.017090
	Iteration 0F: 3 clusters Score -5117684 nChanged 19651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -5128403.500000 Penalty: 5291.017090
	Iteration 1F: 3 clusters Score -5128404 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -5128900.000000 Penalty: 5291.017090
	Iteration 2Q: 3 clusters Score -5128900 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -5129447.000000 Penalty: 5291.017090
	Iteration 3Q: 3 clusters Score -5129447 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -5129994.000000 Penalty: 5291.017090
	Iteration 4Q: 3 clusters Score -5129994 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -5130610.500000 Penalty: 5291.017090
	Iteration 5Q: 3 clusters Score -5130610 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -5131441.000000 Penalty: 5291.017090
	Iteration 6Q: 3 clusters Score -5131441 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -5132725.000000 Penalty: 5291.017090
	Iteration 7F: 3 clusters Score -5132725 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -5134587.000000 Penalty: 5291.017090
	Iteration 8F: 3 clusters Score -5134587 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -5136996.000000 Penalty: 5291.017090
	Iteration 9F: 3 clusters Score -5136996 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -5139701.500000 Penalty: 5291.017090
	Iteration 10F: 3 clusters Score -5139702 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -5141848.000000 Penalty: 5291.017090
	Iteration 11F: 3 clusters Score -5141848 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -5143152.000000 Penalty: 5291.017090
	Iteration 12Q: 3 clusters Score -5143152 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -5143886.500000 Penalty: 5291.017090
	Iteration 13Q: 3 clusters Score -5143886 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -5144269.000000 Penalty: 5291.017090
	Iteration 14Q: 3 clusters Score -5144269 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -5144529.500000 Penalty: 5291.017090
	Iteration 15Q: 3 clusters Score -5144530 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -5144678.500000 Penalty: 5291.017090
	Iteration 16Q: 3 clusters Score -5144678 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -5144785.500000 Penalty: 5291.017090
	Iteration 17Q: 3 clusters Score -5144786 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -5144835.000000 Penalty: 5291.017090
	Iteration 18Q: 3 clusters Score -5144835 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -5144925.500000 Penalty: 5291.017090
	Iteration 19Q: 3 clusters Score -5144926 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -5144982.000000 Penalty: 5291.017090
	Iteration 20F: 3 clusters Score -5144982 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -5145032.000000 Penalty: 5291.017090
	Iteration 21Q: 3 clusters Score -5145032 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -5145061.000000 Penalty: 5291.017090
	Iteration 22Q: 3 clusters Score -5145061 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -5145097.500000 Penalty: 5291.017090
	Iteration 23Q: 3 clusters Score -5145098 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5145138.000000 Penalty: 5291.017090
	Iteration 24Q: 3 clusters Score -5145138 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5145161.500000 Penalty: 5291.017090
	Iteration 25Q: 3 clusters Score -5145162 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -5145192.500000 Penalty: 5291.017090
	Iteration 26Q: 3 clusters Score -5145192 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -5145213.500000 Penalty: 5291.017090
	Iteration 27Q: 3 clusters Score -5145214 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -5145250.500000 Penalty: 5291.017090
	Iteration 28Q: 3 clusters Score -5145250 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -5145272.500000 Penalty: 5291.017090
	Iteration 29Q: 3 clusters Score -5145272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -5145283.000000 Penalty: 5291.017090
	Iteration 30Q: 3 clusters Score -5145283 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -5145290.000000 Penalty: 5291.017090
	Iteration 31Q: 3 clusters Score -5145290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -5145297.500000 Penalty: 5291.017090
	Iteration 32Q: 3 clusters Score -5145298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -5145308.000000 Penalty: 5291.017090
	Iteration 33Q: 3 clusters Score -5145308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -5145307.500000 Penalty: 5291.017090
	Iteration 34Q: 3 clusters Score -5145308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -5145314.500000 Penalty: 5291.017090
	Iteration 35Q: 3 clusters Score -5145314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -5145309.000000 Penalty: 5291.017090
	Iteration 36Q: 3 clusters Score -5145309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -5145316.500000 Penalty: 5291.017090
	Iteration 37Q: 3 clusters Score -5145316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -5145326.000000 Penalty: 5291.017090
	Iteration 38Q: 3 clusters Score -5145326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -5145325.000000 Penalty: 5291.017090
	Iteration 39Q: 3 clusters Score -5145325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -5145336.000000 Penalty: 5291.017090
	Iteration 40F: 3 clusters Score -5145336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -5145325.500000 Penalty: 5291.017090
	Iteration 41Q: 3 clusters Score -5145326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -5145324.000000 Penalty: 5291.017090
	Iteration 42Q: 3 clusters Score -5145324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -5145333.000000 Penalty: 5291.017090
	Iteration 43Q: 3 clusters Score -5145333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -5145334.000000 Penalty: 5291.017090
	Iteration 44Q: 3 clusters Score -5145334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -5145347.500000 Penalty: 5291.017090
	Iteration 45Q: 3 clusters Score -5145348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -5145357.500000 Penalty: 5291.017090
	Iteration 46Q: 3 clusters Score -5145358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -5145355.000000 Penalty: 5291.017090
	Iteration 47Q: 3 clusters Score -5145355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -5145368.000000 Penalty: 5291.017090
	Iteration 48Q: 3 clusters Score -5145368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -5145377.000000 Penalty: 5291.017090
	Iteration 49Q: 3 clusters Score -5145377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -5145380.000000 Penalty: 5291.017090
	Iteration 50Q: 3 clusters Score -5145380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5145393.000000 Penalty: 5291.017090
	Iteration 51Q: 3 clusters Score -5145393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -5145401.500000 Penalty: 5291.017090
	Iteration 52Q: 3 clusters Score -5145402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -5145396.500000 Penalty: 5291.017090
	Iteration 53Q: 3 clusters Score -5145396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -5145412.000000 Penalty: 5291.017090
	Iteration 54Q: 3 clusters Score -5145412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -5145424.500000 Penalty: 5291.017090
	Iteration 55Q: 3 clusters Score -5145424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -5145432.500000 Penalty: 5291.017090
	Iteration 56Q: 3 clusters Score -5145432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -5145426.000000 Penalty: 5291.017090
	Iteration 57Q: 3 clusters Score -5145426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -5145436.500000 Penalty: 5291.017090
	Iteration 58Q: 3 clusters Score -5145436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -5145441.500000 Penalty: 5291.017090
	Iteration 59Q: 3 clusters Score -5145442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -5145439.000000 Penalty: 5291.017090
	Iteration 60F: 3 clusters Score -5145439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -5145441.500000 Penalty: 5291.017090
	Iteration 61Q: 3 clusters Score -5145442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -5145455.000000 Penalty: 5291.017090
	Iteration 62Q: 3 clusters Score -5145455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -5145451.000000 Penalty: 5291.017090
	Iteration 63Q: 3 clusters Score -5145451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5145442.000000 Penalty: 5291.017090
	Iteration 64Q: 3 clusters Score -5145442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5145434.500000 Penalty: 5291.017090
	Iteration 65Q: 3 clusters Score -5145434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -5145435.000000 Penalty: 5291.017090
	Iteration 66Q: 3 clusters Score -5145435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -5145438.000000 Penalty: 5291.017090
	Iteration 67Q: 3 clusters Score -5145438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -5145440.000000 Penalty: 5291.017090
	Iteration 68Q: 3 clusters Score -5145440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -5145447.000000 Penalty: 5291.017090
	Iteration 69Q: 3 clusters Score -5145447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5145441.000000 Penalty: 5291.017090
	Iteration 70Q: 3 clusters Score -5145441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -5145443.500000 Penalty: 5291.017090
	Iteration 71Q: 3 clusters Score -5145444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -5145450.500000 Penalty: 5291.017090
	Iteration 72Q: 3 clusters Score -5145450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -5145450.500000 Penalty: 5291.017090
	Iteration 73Q: 3 clusters Score -5145450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -5145456.500000 Penalty: 5291.017090
	Iteration 74Q: 3 clusters Score -5145456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -5145451.500000 Penalty: 5291.017090
	Iteration 75Q: 3 clusters Score -5145452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -5145448.000000 Penalty: 5291.017090
	Iteration 76Q: 3 clusters Score -5145448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -5145447.500000 Penalty: 5291.017090
	Iteration 77Q: 3 clusters Score -5145448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -5145453.500000 Penalty: 5291.017090
	Iteration 78Q: 3 clusters Score -5145454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -5145452.500000 Penalty: 5291.017090
	Iteration 79Q: 3 clusters Score -5145452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5145452.000000 Penalty: 5291.017090
	Iteration 80F: 3 clusters Score -5145452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -5145456.500000 Penalty: 5291.017090
	Iteration 81Q: 3 clusters Score -5145456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -5145454.000000 Penalty: 5291.017090
	Iteration 82Q: 3 clusters Score -5145454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -5145456.000000 Penalty: 5291.017090
	Iteration 83Q: 3 clusters Score -5145456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -5145458.500000 Penalty: 5291.017090
	Iteration 84Q: 3 clusters Score -5145458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5145457.000000 Penalty: 5291.017090
	Iteration 85Q: 3 clusters Score -5145457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5145457.000000 Penalty: 5291.017090
	Iteration 86F: 3 clusters Score -5145457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Entering Unmasked Estep 
Score: -569303.687500 Penalty: 2121.943115
	Iteration 0F: 2 clusters Score -569303.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -564703.312500 Penalty: 4243.886230
	Iteration 0F: 3 clusters Score -564703.3 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -565956.937500 Penalty: 4243.886230
	Iteration 1F: 3 clusters Score -565956.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -566409.562500 Penalty: 4243.886230
	Iteration 2F: 3 clusters Score -566409.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -566779.062500 Penalty: 4243.886230
	Iteration 3F: 3 clusters Score -566779.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -567058.250000 Penalty: 4243.886230
	Iteration 4F: 3 clusters Score -567058.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -567255.625000 Penalty: 4243.886230
	Iteration 5F: 3 clusters Score -567255.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -567395.562500 Penalty: 4243.886230
	Iteration 6Q: 3 clusters Score -567395.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -567506.437500 Penalty: 4243.886230
	Iteration 7Q: 3 clusters Score -567506.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -567593.125000 Penalty: 4243.886230
	Iteration 8Q: 3 clusters Score -567593.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -567716.625000 Penalty: 4243.886230
	Iteration 9Q: 3 clusters Score -567716.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -567847.437500 Penalty: 4243.886230
	Iteration 10Q: 3 clusters Score -567847.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -567960.625000 Penalty: 4243.886230
	Iteration 11Q: 3 clusters Score -567960.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -568033.375000 Penalty: 4243.886230
	Iteration 12Q: 3 clusters Score -568033.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -568074.687500 Penalty: 4243.886230
	Iteration 13Q: 3 clusters Score -568074.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -568100.500000 Penalty: 4243.886230
	Iteration 14Q: 3 clusters Score -568100.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -568116.812500 Penalty: 4243.886230
	Iteration 15Q: 3 clusters Score -568116.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -568132.312500 Penalty: 4243.886230
	Iteration 16Q: 3 clusters Score -568132.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -568144.562500 Penalty: 4243.886230
	Iteration 17Q: 3 clusters Score -568144.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -568153.000000 Penalty: 4243.886230
	Iteration 18Q: 3 clusters Score -568153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -568162.687500 Penalty: 4243.886230
	Iteration 19Q: 3 clusters Score -568162.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -568167.875000 Penalty: 4243.886230
	Iteration 20F: 3 clusters Score -568167.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -568172.937500 Penalty: 4243.886230
	Iteration 21Q: 3 clusters Score -568172.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -568179.062500 Penalty: 4243.886230
	Iteration 22Q: 3 clusters Score -568179.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -568181.562500 Penalty: 4243.886230
	Iteration 23Q: 3 clusters Score -568181.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -568185.312500 Penalty: 4243.886230
	Iteration 24Q: 3 clusters Score -568185.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -568190.437500 Penalty: 4243.886230
	Iteration 25Q: 3 clusters Score -568190.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -568198.500000 Penalty: 4243.886230
	Iteration 26Q: 3 clusters Score -568198.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -568204.562500 Penalty: 4243.886230
	Iteration 27Q: 3 clusters Score -568204.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -568208.750000 Penalty: 4243.886230
	Iteration 28Q: 3 clusters Score -568208.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -568214.562500 Penalty: 4243.886230
	Iteration 29Q: 3 clusters Score -568214.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -568217.687500 Penalty: 4243.886230
	Iteration 30Q: 3 clusters Score -568217.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -568220.687500 Penalty: 4243.886230
	Iteration 31Q: 3 clusters Score -568220.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -568220.812500 Penalty: 4243.886230
	Iteration 32Q: 3 clusters Score -568220.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -568224.187500 Penalty: 4243.886230
	Iteration 33Q: 3 clusters Score -568224.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -568227.500000 Penalty: 4243.886230
	Iteration 34Q: 3 clusters Score -568227.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -568230.562500 Penalty: 4243.886230
	Iteration 35Q: 3 clusters Score -568230.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -568232.437500 Penalty: 4243.886230
	Iteration 36Q: 3 clusters Score -568232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -568232.375000 Penalty: 4243.886230
	Iteration 37Q: 3 clusters Score -568232.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -568234.000000 Penalty: 4243.886230
	Iteration 38Q: 3 clusters Score -568234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -568236.812500 Penalty: 4243.886230
	Iteration 39Q: 3 clusters Score -568236.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -568238.875000 Penalty: 4243.886230
	Iteration 40F: 3 clusters Score -568238.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -568240.437500 Penalty: 4243.886230
	Iteration 41Q: 3 clusters Score -568240.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -568241.500000 Penalty: 4243.886230
	Iteration 42Q: 3 clusters Score -568241.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -568242.250000 Penalty: 4243.886230
	Iteration 43Q: 3 clusters Score -568242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -568242.375000 Penalty: 4243.886230
	Iteration 44Q: 3 clusters Score -568242.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -568243.875000 Penalty: 4243.886230
	Iteration 45Q: 3 clusters Score -568243.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -568245.437500 Penalty: 4243.886230
	Iteration 46Q: 3 clusters Score -568245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -568248.062500 Penalty: 4243.886230
	Iteration 47Q: 3 clusters Score -568248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -568249.750000 Penalty: 4243.886230
	Iteration 48Q: 3 clusters Score -568249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -568250.187500 Penalty: 4243.886230
	Iteration 49Q: 3 clusters Score -568250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -568251.562500 Penalty: 4243.886230
	Iteration 50Q: 3 clusters Score -568251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -568254.000000 Penalty: 4243.886230
	Iteration 51Q: 3 clusters Score -568254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -568254.437500 Penalty: 4243.886230
	Iteration 52Q: 3 clusters Score -568254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -568253.937500 Penalty: 4243.886230
	Iteration 53Q: 3 clusters Score -568253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -568254.312500 Penalty: 4243.886230
	Iteration 54Q: 3 clusters Score -568254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -568254.125000 Penalty: 4243.886230
	Iteration 55Q: 3 clusters Score -568254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -568254.125000 Penalty: 4243.886230
	Iteration 56F: 3 clusters Score -568254.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Entering Unmasked Estep 
Score: -1346997.125000 Penalty: 2317.311279
	Iteration 0F: 2 clusters Score -1346997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1338396.750000 Penalty: 4634.622559
	Iteration 0F: 3 clusters Score -1338397 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1340945.125000 Penalty: 4634.622559
	Iteration 1F: 3 clusters Score -1340945 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1341260.125000 Penalty: 4634.622559
	Iteration 2F: 3 clusters Score -1341260 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1341482.375000 Penalty: 4634.622559
	Iteration 3F: 3 clusters Score -1341482 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1341640.125000 Penalty: 4634.622559
	Iteration 4Q: 3 clusters Score -1341640 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1341759.625000 Penalty: 4634.622559
	Iteration 5Q: 3 clusters Score -1341760 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1341861.500000 Penalty: 4634.622559
	Iteration 6Q: 3 clusters Score -1341862 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1341970.125000 Penalty: 4634.622559
	Iteration 7Q: 3 clusters Score -1341970 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1342083.000000 Penalty: 4634.622559
	Iteration 8Q: 3 clusters Score -1342083 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1342220.250000 Penalty: 4634.622559
	Iteration 9Q: 3 clusters Score -1342220 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1342371.000000 Penalty: 4634.622559
	Iteration 10Q: 3 clusters Score -1342371 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1342586.125000 Penalty: 4634.622559
	Iteration 11Q: 3 clusters Score -1342586 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1342850.875000 Penalty: 4634.622559
	Iteration 12Q: 3 clusters Score -1342851 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1343198.250000 Penalty: 4634.622559
	Iteration 13Q: 3 clusters Score -1343198 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1343597.500000 Penalty: 4634.622559
	Iteration 14Q: 3 clusters Score -1343598 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1343993.625000 Penalty: 4634.622559
	Iteration 15Q: 3 clusters Score -1343994 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1344287.125000 Penalty: 4634.622559
	Iteration 16Q: 3 clusters Score -1344287 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1344521.500000 Penalty: 4634.622559
	Iteration 17Q: 3 clusters Score -1344522 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1344685.625000 Penalty: 4634.622559
	Iteration 18Q: 3 clusters Score -1344686 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1344802.250000 Penalty: 4634.622559
	Iteration 19Q: 3 clusters Score -1344802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1344867.250000 Penalty: 4634.622559
	Iteration 20F: 3 clusters Score -1344867 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1344921.750000 Penalty: 4634.622559
	Iteration 21Q: 3 clusters Score -1344922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1344944.375000 Penalty: 4634.622559
	Iteration 22Q: 3 clusters Score -1344944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1344967.125000 Penalty: 4634.622559
	Iteration 23Q: 3 clusters Score -1344967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1344983.000000 Penalty: 4634.622559
	Iteration 24Q: 3 clusters Score -1344983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1345003.375000 Penalty: 4634.622559
	Iteration 25Q: 3 clusters Score -1345003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1345015.250000 Penalty: 4634.622559
	Iteration 26Q: 3 clusters Score -1345015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1345019.250000 Penalty: 4634.622559
	Iteration 27Q: 3 clusters Score -1345019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1345024.250000 Penalty: 4634.622559
	Iteration 28Q: 3 clusters Score -1345024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1345030.625000 Penalty: 4634.622559
	Iteration 29Q: 3 clusters Score -1345031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1345037.750000 Penalty: 4634.622559
	Iteration 30Q: 3 clusters Score -1345038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1345038.750000 Penalty: 4634.622559
	Iteration 31Q: 3 clusters Score -1345039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1345038.750000 Penalty: 4634.622559
	Iteration 32F: 3 clusters Score -1345039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Entering Unmasked Estep 
Score: -4552440.500000 Penalty: 2614.335693
	Iteration 0F: 2 clusters Score -4552440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -4526799.000000 Penalty: 5228.671387
	Iteration 0F: 3 clusters Score -4526799 nChanged 17172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -4536540.000000 Penalty: 5228.671387
	Iteration 1F: 3 clusters Score -4536540 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4537182.000000 Penalty: 5228.671387
	Iteration 2Q: 3 clusters Score -4537182 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4537862.000000 Penalty: 5228.671387
	Iteration 3Q: 3 clusters Score -4537862 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -4538564.500000 Penalty: 5228.671387
	Iteration 4Q: 3 clusters Score -4538564 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -4539428.500000 Penalty: 5228.671387
	Iteration 5Q: 3 clusters Score -4539428 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -4540542.500000 Penalty: 5228.671387
	Iteration 6F: 3 clusters Score -4540542 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4541880.500000 Penalty: 5228.671387
	Iteration 7F: 3 clusters Score -4541880 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -4543130.500000 Penalty: 5228.671387
	Iteration 8F: 3 clusters Score -4543130 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -4544321.000000 Penalty: 5228.671387
	Iteration 9F: 3 clusters Score -4544321 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -4545209.000000 Penalty: 5228.671387
	Iteration 10Q: 3 clusters Score -4545209 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -4545771.000000 Penalty: 5228.671387
	Iteration 11Q: 3 clusters Score -4545771 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -4546111.000000 Penalty: 5228.671387
	Iteration 12Q: 3 clusters Score -4546111 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4546352.500000 Penalty: 5228.671387
	Iteration 13Q: 3 clusters Score -4546352 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4546529.000000 Penalty: 5228.671387
	Iteration 14Q: 3 clusters Score -4546529 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -4546726.500000 Penalty: 5228.671387
	Iteration 15Q: 3 clusters Score -4546726 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -4546896.000000 Penalty: 5228.671387
	Iteration 16Q: 3 clusters Score -4546896 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -4547103.500000 Penalty: 5228.671387
	Iteration 17Q: 3 clusters Score -4547104 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -4547285.500000 Penalty: 5228.671387
	Iteration 18Q: 3 clusters Score -4547286 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4547463.500000 Penalty: 5228.671387
	Iteration 19Q: 3 clusters Score -4547464 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -4547642.500000 Penalty: 5228.671387
	Iteration 20F: 3 clusters Score -4547642 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -4547805.500000 Penalty: 5228.671387
	Iteration 21Q: 3 clusters Score -4547806 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -4547995.500000 Penalty: 5228.671387
	Iteration 22Q: 3 clusters Score -4547996 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4548131.000000 Penalty: 5228.671387
	Iteration 23Q: 3 clusters Score -4548131 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -4548292.500000 Penalty: 5228.671387
	Iteration 24Q: 3 clusters Score -4548292 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -4548437.500000 Penalty: 5228.671387
	Iteration 25Q: 3 clusters Score -4548438 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -4548555.000000 Penalty: 5228.671387
	Iteration 26Q: 3 clusters Score -4548555 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -4548672.500000 Penalty: 5228.671387
	Iteration 27Q: 3 clusters Score -4548672 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -4548810.500000 Penalty: 5228.671387
	Iteration 28Q: 3 clusters Score -4548810 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -4548928.000000 Penalty: 5228.671387
	Iteration 29Q: 3 clusters Score -4548928 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4549075.500000 Penalty: 5228.671387
	Iteration 30Q: 3 clusters Score -4549076 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4549186.500000 Penalty: 5228.671387
	Iteration 31Q: 3 clusters Score -4549186 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4549257.000000 Penalty: 5228.671387
	Iteration 32Q: 3 clusters Score -4549257 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -4549321.500000 Penalty: 5228.671387
	Iteration 33Q: 3 clusters Score -4549322 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4549406.500000 Penalty: 5228.671387
	Iteration 34Q: 3 clusters Score -4549406 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4549483.500000 Penalty: 5228.671387
	Iteration 35Q: 3 clusters Score -4549484 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -4549572.000000 Penalty: 5228.671387
	Iteration 36Q: 3 clusters Score -4549572 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -4549642.500000 Penalty: 5228.671387
	Iteration 37Q: 3 clusters Score -4549642 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4549687.000000 Penalty: 5228.671387
	Iteration 38Q: 3 clusters Score -4549687 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4549724.000000 Penalty: 5228.671387
	Iteration 39Q: 3 clusters Score -4549724 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -4549779.000000 Penalty: 5228.671387
	Iteration 40F: 3 clusters Score -4549779 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4549806.500000 Penalty: 5228.671387
	Iteration 41Q: 3 clusters Score -4549806 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4549846.500000 Penalty: 5228.671387
	Iteration 42Q: 3 clusters Score -4549846 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4549871.000000 Penalty: 5228.671387
	Iteration 43Q: 3 clusters Score -4549871 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4549899.500000 Penalty: 5228.671387
	Iteration 44Q: 3 clusters Score -4549900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4549931.000000 Penalty: 5228.671387
	Iteration 45Q: 3 clusters Score -4549931 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4549971.000000 Penalty: 5228.671387
	Iteration 46Q: 3 clusters Score -4549971 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4549985.500000 Penalty: 5228.671387
	Iteration 47Q: 3 clusters Score -4549986 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4550008.500000 Penalty: 5228.671387
	Iteration 48Q: 3 clusters Score -4550008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4550019.500000 Penalty: 5228.671387
	Iteration 49Q: 3 clusters Score -4550020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4550030.500000 Penalty: 5228.671387
	Iteration 50Q: 3 clusters Score -4550030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4550050.000000 Penalty: 5228.671387
	Iteration 51Q: 3 clusters Score -4550050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4550055.000000 Penalty: 5228.671387
	Iteration 52Q: 3 clusters Score -4550055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4550066.000000 Penalty: 5228.671387
	Iteration 53Q: 3 clusters Score -4550066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4550060.000000 Penalty: 5228.671387
	Iteration 54Q: 3 clusters Score -4550060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4550082.000000 Penalty: 5228.671387
	Iteration 55Q: 3 clusters Score -4550082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4550074.500000 Penalty: 5228.671387
	Iteration 56Q: 3 clusters Score -4550074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4550091.000000 Penalty: 5228.671387
	Iteration 57Q: 3 clusters Score -4550091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4550100.000000 Penalty: 5228.671387
	Iteration 58Q: 3 clusters Score -4550100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4550108.500000 Penalty: 5228.671387
	Iteration 59Q: 3 clusters Score -4550108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4550119.000000 Penalty: 5228.671387
	Iteration 60F: 3 clusters Score -4550119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4550121.000000 Penalty: 5228.671387
	Iteration 61Q: 3 clusters Score -4550121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4550128.000000 Penalty: 5228.671387
	Iteration 62Q: 3 clusters Score -4550128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4550141.000000 Penalty: 5228.671387
	Iteration 63Q: 3 clusters Score -4550141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4550147.000000 Penalty: 5228.671387
	Iteration 64Q: 3 clusters Score -4550147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4550156.500000 Penalty: 5228.671387
	Iteration 65Q: 3 clusters Score -4550156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4550169.000000 Penalty: 5228.671387
	Iteration 66Q: 3 clusters Score -4550169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4550167.500000 Penalty: 5228.671387
	Iteration 67Q: 3 clusters Score -4550168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4550172.000000 Penalty: 5228.671387
	Iteration 68Q: 3 clusters Score -4550172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4550169.000000 Penalty: 5228.671387
	Iteration 69Q: 3 clusters Score -4550169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4550180.000000 Penalty: 5228.671387
	Iteration 70Q: 3 clusters Score -4550180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4550179.500000 Penalty: 5228.671387
	Iteration 71Q: 3 clusters Score -4550180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4550178.500000 Penalty: 5228.671387
	Iteration 72Q: 3 clusters Score -4550178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4550186.500000 Penalty: 5228.671387
	Iteration 73Q: 3 clusters Score -4550186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4550184.500000 Penalty: 5228.671387
	Iteration 74Q: 3 clusters Score -4550184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4550192.000000 Penalty: 5228.671387
	Iteration 75Q: 3 clusters Score -4550192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4550201.500000 Penalty: 5228.671387
	Iteration 76Q: 3 clusters Score -4550202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4550207.000000 Penalty: 5228.671387
	Iteration 77Q: 3 clusters Score -4550207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4550207.500000 Penalty: 5228.671387
	Iteration 78Q: 3 clusters Score -4550208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4550207.500000 Penalty: 5228.671387
	Iteration 79Q: 3 clusters Score -4550208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4550210.500000 Penalty: 5228.671387
	Iteration 80F: 3 clusters Score -4550210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4550218.500000 Penalty: 5228.671387
	Iteration 81Q: 3 clusters Score -4550218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4550223.500000 Penalty: 5228.671387
	Iteration 82Q: 3 clusters Score -4550224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4550231.000000 Penalty: 5228.671387
	Iteration 83Q: 3 clusters Score -4550231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4550231.000000 Penalty: 5228.671387
	Iteration 84Q: 3 clusters Score -4550231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4550238.000000 Penalty: 5228.671387
	Iteration 85Q: 3 clusters Score -4550238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4550233.000000 Penalty: 5228.671387
	Iteration 86Q: 3 clusters Score -4550233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4550237.000000 Penalty: 5228.671387
	Iteration 87Q: 3 clusters Score -4550237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4550239.000000 Penalty: 5228.671387
	Iteration 88Q: 3 clusters Score -4550239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4550239.000000 Penalty: 5228.671387
	Iteration 89Q: 3 clusters Score -4550239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4550242.000000 Penalty: 5228.671387
	Iteration 90Q: 3 clusters Score -4550242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4550240.000000 Penalty: 5228.671387
	Iteration 91Q: 3 clusters Score -4550240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4550245.000000 Penalty: 5228.671387
	Iteration 92Q: 3 clusters Score -4550245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4550243.000000 Penalty: 5228.671387
	Iteration 93Q: 3 clusters Score -4550243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4550239.000000 Penalty: 5228.671387
	Iteration 94Q: 3 clusters Score -4550239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4550239.000000 Penalty: 5228.671387
	Iteration 95F: 3 clusters Score -4550239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Entering Unmasked Estep 
Score: -1483425.250000 Penalty: 2342.873535
	Iteration 0F: 2 clusters Score -1483425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1473990.375000 Penalty: 4685.747070
	Iteration 0F: 3 clusters Score -1473990 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1477031.000000 Penalty: 4685.747070
	Iteration 1F: 3 clusters Score -1477031 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1477500.750000 Penalty: 4685.747070
	Iteration 2F: 3 clusters Score -1477501 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1477997.500000 Penalty: 4685.747070
	Iteration 3F: 3 clusters Score -1477998 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1478553.000000 Penalty: 4685.747070
	Iteration 4F: 3 clusters Score -1478553 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1479167.000000 Penalty: 4685.747070
	Iteration 5F: 3 clusters Score -1479167 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1479854.250000 Penalty: 4685.747070
	Iteration 6F: 3 clusters Score -1479854 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1480454.125000 Penalty: 4685.747070
	Iteration 7F: 3 clusters Score -1480454 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1480854.250000 Penalty: 4685.747070
	Iteration 8F: 3 clusters Score -1480854 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1481061.000000 Penalty: 4685.747070
	Iteration 9Q: 3 clusters Score -1481061 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1481167.750000 Penalty: 4685.747070
	Iteration 10Q: 3 clusters Score -1481168 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1481230.875000 Penalty: 4685.747070
	Iteration 11Q: 3 clusters Score -1481231 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1481276.125000 Penalty: 4685.747070
	Iteration 12Q: 3 clusters Score -1481276 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1481321.875000 Penalty: 4685.747070
	Iteration 13Q: 3 clusters Score -1481322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1481340.625000 Penalty: 4685.747070
	Iteration 14Q: 3 clusters Score -1481341 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1481362.000000 Penalty: 4685.747070
	Iteration 15Q: 3 clusters Score -1481362 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1481377.750000 Penalty: 4685.747070
	Iteration 16Q: 3 clusters Score -1481378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1481396.500000 Penalty: 4685.747070
	Iteration 17Q: 3 clusters Score -1481396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1481423.125000 Penalty: 4685.747070
	Iteration 18Q: 3 clusters Score -1481423 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1481449.125000 Penalty: 4685.747070
	Iteration 19Q: 3 clusters Score -1481449 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1481475.625000 Penalty: 4685.747070
	Iteration 20F: 3 clusters Score -1481476 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1481492.125000 Penalty: 4685.747070
	Iteration 21Q: 3 clusters Score -1481492 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1481514.250000 Penalty: 4685.747070
	Iteration 22Q: 3 clusters Score -1481514 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1481545.625000 Penalty: 4685.747070
	Iteration 23Q: 3 clusters Score -1481546 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1481567.750000 Penalty: 4685.747070
	Iteration 24Q: 3 clusters Score -1481568 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1481587.750000 Penalty: 4685.747070
	Iteration 25Q: 3 clusters Score -1481588 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1481605.125000 Penalty: 4685.747070
	Iteration 26Q: 3 clusters Score -1481605 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1481618.375000 Penalty: 4685.747070
	Iteration 27Q: 3 clusters Score -1481618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1481634.750000 Penalty: 4685.747070
	Iteration 28Q: 3 clusters Score -1481635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1481651.625000 Penalty: 4685.747070
	Iteration 29Q: 3 clusters Score -1481652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1481654.750000 Penalty: 4685.747070
	Iteration 30Q: 3 clusters Score -1481655 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1481661.500000 Penalty: 4685.747070
	Iteration 31Q: 3 clusters Score -1481662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1481668.500000 Penalty: 4685.747070
	Iteration 32Q: 3 clusters Score -1481668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1481680.625000 Penalty: 4685.747070
	Iteration 33Q: 3 clusters Score -1481681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1481691.125000 Penalty: 4685.747070
	Iteration 34Q: 3 clusters Score -1481691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1481698.375000 Penalty: 4685.747070
	Iteration 35Q: 3 clusters Score -1481698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1481710.000000 Penalty: 4685.747070
	Iteration 36Q: 3 clusters Score -1481710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1481711.500000 Penalty: 4685.747070
	Iteration 37Q: 3 clusters Score -1481712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1481719.375000 Penalty: 4685.747070
	Iteration 38Q: 3 clusters Score -1481719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1481725.750000 Penalty: 4685.747070
	Iteration 39Q: 3 clusters Score -1481726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1481724.500000 Penalty: 4685.747070
	Iteration 40F: 3 clusters Score -1481724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1481726.375000 Penalty: 4685.747070
	Iteration 41Q: 3 clusters Score -1481726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1481732.250000 Penalty: 4685.747070
	Iteration 42Q: 3 clusters Score -1481732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1481733.500000 Penalty: 4685.747070
	Iteration 43Q: 3 clusters Score -1481734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1481738.250000 Penalty: 4685.747070
	Iteration 44Q: 3 clusters Score -1481738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1481737.250000 Penalty: 4685.747070
	Iteration 45Q: 3 clusters Score -1481737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1481735.750000 Penalty: 4685.747070
	Iteration 46Q: 3 clusters Score -1481736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1481740.125000 Penalty: 4685.747070
	Iteration 47Q: 3 clusters Score -1481740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1481738.250000 Penalty: 4685.747070
	Iteration 48Q: 3 clusters Score -1481738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1481741.250000 Penalty: 4685.747070
	Iteration 49Q: 3 clusters Score -1481741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1481743.000000 Penalty: 4685.747070
	Iteration 50Q: 3 clusters Score -1481743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1481744.000000 Penalty: 4685.747070
	Iteration 51Q: 3 clusters Score -1481744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1481742.000000 Penalty: 4685.747070
	Iteration 52Q: 3 clusters Score -1481742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1481743.500000 Penalty: 4685.747070
	Iteration 53Q: 3 clusters Score -1481744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1481745.375000 Penalty: 4685.747070
	Iteration 54Q: 3 clusters Score -1481745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1481745.375000 Penalty: 4685.747070
	Iteration 55F: 3 clusters Score -1481745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157520 members 
Entering Unmasked Estep 
Score: -18763536.000000 Penalty: 2967.892334
	Iteration 0F: 2 clusters Score -1.876354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
Score: -18658924.000000 Penalty: 5935.784668
	Iteration 0F: 3 clusters Score -1.865892e+07 nChanged 75359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 81759 members 
Entering Unmasked Estep 
Score: -18703476.000000 Penalty: 5935.784668
	Iteration 1F: 3 clusters Score -1.870348e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -18704846.000000 Penalty: 5935.784668
	Iteration 2Q: 3 clusters Score -1.870485e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -18706944.000000 Penalty: 5935.784668
	Iteration 3Q: 3 clusters Score -1.870694e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 90586 members 
Entering Unmasked Estep 
Score: -18709778.000000 Penalty: 5935.784668
	Iteration 4Q: 3 clusters Score -1.870978e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 96167 members 
Entering Unmasked Estep 
Score: -18713832.000000 Penalty: 5935.784668
	Iteration 5F: 3 clusters Score -1.871383e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -18719582.000000 Penalty: 5935.784668
	Iteration 6F: 3 clusters Score -1.871958e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 111891 members 
Entering Unmasked Estep 
Score: -18726930.000000 Penalty: 5935.784668
	Iteration 7F: 3 clusters Score -1.872693e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 120485 members 
Entering Unmasked Estep 
Score: -18734742.000000 Penalty: 5935.784668
	Iteration 8F: 3 clusters Score -1.873474e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 127945 members 
Entering Unmasked Estep 
Score: -18741778.000000 Penalty: 5935.784668
	Iteration 9F: 3 clusters Score -1.874178e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 133678 members 
Entering Unmasked Estep 
Score: -18746964.000000 Penalty: 5935.784668
	Iteration 10Q: 3 clusters Score -1.874696e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 137914 members 
Entering Unmasked Estep 
Score: -18750434.000000 Penalty: 5935.784668
	Iteration 11Q: 3 clusters Score -1.875043e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 141288 members 
Entering Unmasked Estep 
Score: -18752914.000000 Penalty: 5935.784668
	Iteration 12Q: 3 clusters Score -1.875291e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 144056 members 
Entering Unmasked Estep 
Score: -18754870.000000 Penalty: 5935.784668
	Iteration 13Q: 3 clusters Score -1.875487e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 146369 members 
Entering Unmasked Estep 
Score: -18756346.000000 Penalty: 5935.784668
	Iteration 14Q: 3 clusters Score -1.875635e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 148219 members 
Entering Unmasked Estep 
Score: -18757542.000000 Penalty: 5935.784668
	Iteration 15Q: 3 clusters Score -1.875754e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 149663 members 
Entering Unmasked Estep 
Score: -18758426.000000 Penalty: 5935.784668
	Iteration 16Q: 3 clusters Score -1.875843e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 150910 members 
Entering Unmasked Estep 
Score: -18759020.000000 Penalty: 5935.784668
	Iteration 17Q: 3 clusters Score -1.875902e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 151857 members 
Entering Unmasked Estep 
Score: -18759458.000000 Penalty: 5935.784668
	Iteration 18Q: 3 clusters Score -1.875946e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 152651 members 
Entering Unmasked Estep 
Score: -18759830.000000 Penalty: 5935.784668
	Iteration 19Q: 3 clusters Score -1.875983e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 153333 members 
Entering Unmasked Estep 
Score: -18760074.000000 Penalty: 5935.784668
	Iteration 20F: 3 clusters Score -1.876007e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 153862 members 
Entering Unmasked Estep 
Score: -18760286.000000 Penalty: 5935.784668
	Iteration 21Q: 3 clusters Score -1.876029e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 154291 members 
Entering Unmasked Estep 
Score: -18760484.000000 Penalty: 5935.784668
	Iteration 22Q: 3 clusters Score -1.876048e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 154668 members 
Entering Unmasked Estep 
Score: -18760626.000000 Penalty: 5935.784668
	Iteration 23Q: 3 clusters Score -1.876063e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 154950 members 
Entering Unmasked Estep 
Score: -18760682.000000 Penalty: 5935.784668
	Iteration 24Q: 3 clusters Score -1.876068e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 155163 members 
Entering Unmasked Estep 
Score: -18760800.000000 Penalty: 5935.784668
	Iteration 25Q: 3 clusters Score -1.87608e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 155374 members 
Entering Unmasked Estep 
Score: -18760862.000000 Penalty: 5935.784668
	Iteration 26Q: 3 clusters Score -1.876086e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 155521 members 
Entering Unmasked Estep 
Score: -18760910.000000 Penalty: 5935.784668
	Iteration 27Q: 3 clusters Score -1.876091e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 155668 members 
Entering Unmasked Estep 
Score: -18760990.000000 Penalty: 5935.784668
	Iteration 28Q: 3 clusters Score -1.876099e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 155775 members 
Entering Unmasked Estep 
Score: -18761054.000000 Penalty: 5935.784668
	Iteration 29Q: 3 clusters Score -1.876105e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 155883 members 
Entering Unmasked Estep 
Score: -18761088.000000 Penalty: 5935.784668
	Iteration 30Q: 3 clusters Score -1.876109e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 155964 members 
Entering Unmasked Estep 
Score: -18761126.000000 Penalty: 5935.784668
	Iteration 31Q: 3 clusters Score -1.876113e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 156020 members 
Entering Unmasked Estep 
Score: -18761164.000000 Penalty: 5935.784668
	Iteration 32Q: 3 clusters Score -1.876116e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 156070 members 
Entering Unmasked Estep 
Score: -18761160.000000 Penalty: 5935.784668
	Iteration 33Q: 3 clusters Score -1.876116e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 156121 members 
Entering Unmasked Estep 
Score: -18761152.000000 Penalty: 5935.784668
	Iteration 34Q: 3 clusters Score -1.876115e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 156162 members 
Entering Unmasked Estep 
Score: -18761174.000000 Penalty: 5935.784668
	Iteration 35Q: 3 clusters Score -1.876117e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 156191 members 
Entering Unmasked Estep 
Score: -18761194.000000 Penalty: 5935.784668
	Iteration 36Q: 3 clusters Score -1.876119e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 156215 members 
Entering Unmasked Estep 
Score: -18761224.000000 Penalty: 5935.784668
	Iteration 37Q: 3 clusters Score -1.876122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 156229 members 
Entering Unmasked Estep 
Score: -18761220.000000 Penalty: 5935.784668
	Iteration 38Q: 3 clusters Score -1.876122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 156235 members 
Entering Unmasked Estep 
Score: -18761244.000000 Penalty: 5935.784668
	Iteration 39Q: 3 clusters Score -1.876124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 156251 members 
Entering Unmasked Estep 
Score: -18761212.000000 Penalty: 5935.784668
	Iteration 40F: 3 clusters Score -1.876121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 156258 members 
Entering Unmasked Estep 
Score: -18761226.000000 Penalty: 5935.784668
	Iteration 41Q: 3 clusters Score -1.876123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 156266 members 
Entering Unmasked Estep 
Score: -18761210.000000 Penalty: 5935.784668
	Iteration 42Q: 3 clusters Score -1.876121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 156277 members 
Entering Unmasked Estep 
Score: -18761246.000000 Penalty: 5935.784668
	Iteration 43Q: 3 clusters Score -1.876125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 156286 members 
Entering Unmasked Estep 
Score: -18761240.000000 Penalty: 5935.784668
	Iteration 44Q: 3 clusters Score -1.876124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 156292 members 
Entering Unmasked Estep 
Score: -18761236.000000 Penalty: 5935.784668
	Iteration 45Q: 3 clusters Score -1.876124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 156303 members 
Entering Unmasked Estep 
Score: -18761248.000000 Penalty: 5935.784668
	Iteration 46Q: 3 clusters Score -1.876125e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 156314 members 
Entering Unmasked Estep 
Score: -18761248.000000 Penalty: 5935.784668
	Iteration 47Q: 3 clusters Score -1.876125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 156318 members 
Entering Unmasked Estep 
Score: -18761258.000000 Penalty: 5935.784668
	Iteration 48Q: 3 clusters Score -1.876126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 156323 members 
Entering Unmasked Estep 
Score: -18761278.000000 Penalty: 5935.784668
	Iteration 49Q: 3 clusters Score -1.876128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 156330 members 
Entering Unmasked Estep 
Score: -18761278.000000 Penalty: 5935.784668
	Iteration 50Q: 3 clusters Score -1.876128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 156338 members 
Entering Unmasked Estep 
Score: -18761288.000000 Penalty: 5935.784668
	Iteration 51Q: 3 clusters Score -1.876129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 156345 members 
Entering Unmasked Estep 
Score: -18761292.000000 Penalty: 5935.784668
	Iteration 52Q: 3 clusters Score -1.876129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 156350 members 
Entering Unmasked Estep 
Score: -18761280.000000 Penalty: 5935.784668
	Iteration 53Q: 3 clusters Score -1.876128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 156353 members 
Entering Unmasked Estep 
Score: -18761288.000000 Penalty: 5935.784668
	Iteration 54Q: 3 clusters Score -1.876129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -18761296.000000 Penalty: 5935.784668
	Iteration 55Q: 3 clusters Score -1.87613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 156359 members 
Entering Unmasked Estep 
Score: -18761298.000000 Penalty: 5935.784668
	Iteration 56Q: 3 clusters Score -1.87613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 156361 members 
Entering Unmasked Estep 
Score: -18761300.000000 Penalty: 5935.784668
	Iteration 57Q: 3 clusters Score -1.87613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 156364 members 
Entering Unmasked Estep 
Score: -18761290.000000 Penalty: 5935.784668
	Iteration 58Q: 3 clusters Score -1.876129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 156366 members 
Entering Unmasked Estep 
Score: -18761294.000000 Penalty: 5935.784668
	Iteration 59Q: 3 clusters Score -1.876129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 156368 members 
Entering Unmasked Estep 
Score: -18761306.000000 Penalty: 5935.784668
	Iteration 60F: 3 clusters Score -1.876131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 156371 members 
Entering Unmasked Estep 
Score: -18761308.000000 Penalty: 5935.784668
	Iteration 61Q: 3 clusters Score -1.876131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 156371 members 
Entering Unmasked Estep 
Score: -18761306.000000 Penalty: 5935.784668
	Iteration 62Q: 3 clusters Score -1.876131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 156372 members 
Entering Unmasked Estep 
Score: -18761304.000000 Penalty: 5935.784668
	Iteration 63Q: 3 clusters Score -1.87613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 156372 members 
Entering Unmasked Estep 
Score: -18761304.000000 Penalty: 5935.784668
	Iteration 64F: 3 clusters Score -1.87613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Entering Unmasked Estep 
Score: -495271.375000 Penalty: 2071.783936
	Iteration 0F: 2 clusters Score -495271.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -491261.781250 Penalty: 4143.567871
	Iteration 0F: 3 clusters Score -491261.8 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -492129.812500 Penalty: 4143.567871
	Iteration 1F: 3 clusters Score -492129.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -492322.000000 Penalty: 4143.567871
	Iteration 2F: 3 clusters Score -492322 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -492465.781250 Penalty: 4143.567871
	Iteration 3F: 3 clusters Score -492465.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -492560.906250 Penalty: 4143.567871
	Iteration 4Q: 3 clusters Score -492560.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -492624.750000 Penalty: 4143.567871
	Iteration 5Q: 3 clusters Score -492624.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -492673.906250 Penalty: 4143.567871
	Iteration 6Q: 3 clusters Score -492673.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -492708.281250 Penalty: 4143.567871
	Iteration 7Q: 3 clusters Score -492708.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -492733.343750 Penalty: 4143.567871
	Iteration 8Q: 3 clusters Score -492733.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -492748.312500 Penalty: 4143.567871
	Iteration 9Q: 3 clusters Score -492748.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -492758.593750 Penalty: 4143.567871
	Iteration 10Q: 3 clusters Score -492758.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -492768.875000 Penalty: 4143.567871
	Iteration 11Q: 3 clusters Score -492768.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -492780.687500 Penalty: 4143.567871
	Iteration 12Q: 3 clusters Score -492780.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -492794.656250 Penalty: 4143.567871
	Iteration 13Q: 3 clusters Score -492794.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -492809.062500 Penalty: 4143.567871
	Iteration 14Q: 3 clusters Score -492809.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -492818.187500 Penalty: 4143.567871
	Iteration 15Q: 3 clusters Score -492818.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -492824.093750 Penalty: 4143.567871
	Iteration 16Q: 3 clusters Score -492824.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -492832.062500 Penalty: 4143.567871
	Iteration 17Q: 3 clusters Score -492832.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -492840.406250 Penalty: 4143.567871
	Iteration 18Q: 3 clusters Score -492840.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -492849.500000 Penalty: 4143.567871
	Iteration 19Q: 3 clusters Score -492849.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -492854.312500 Penalty: 4143.567871
	Iteration 20F: 3 clusters Score -492854.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -492856.687500 Penalty: 4143.567871
	Iteration 21Q: 3 clusters Score -492856.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -492858.312500 Penalty: 4143.567871
	Iteration 22Q: 3 clusters Score -492858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -492859.875000 Penalty: 4143.567871
	Iteration 23Q: 3 clusters Score -492859.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -492862.125000 Penalty: 4143.567871
	Iteration 24Q: 3 clusters Score -492862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -492863.406250 Penalty: 4143.567871
	Iteration 25Q: 3 clusters Score -492863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -492865.031250 Penalty: 4143.567871
	Iteration 26Q: 3 clusters Score -492865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -492865.406250 Penalty: 4143.567871
	Iteration 27Q: 3 clusters Score -492865.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -492867.437500 Penalty: 4143.567871
	Iteration 28Q: 3 clusters Score -492867.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -492869.218750 Penalty: 4143.567871
	Iteration 29Q: 3 clusters Score -492869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -492870.593750 Penalty: 4143.567871
	Iteration 30Q: 3 clusters Score -492870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -492870.906250 Penalty: 4143.567871
	Iteration 31Q: 3 clusters Score -492870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -492870.750000 Penalty: 4143.567871
	Iteration 32Q: 3 clusters Score -492870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -492871.343750 Penalty: 4143.567871
	Iteration 33Q: 3 clusters Score -492871.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -492871.343750 Penalty: 4143.567871
	Iteration 34F: 3 clusters Score -492871.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -77996.218750 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -77996.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76322.601562 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -76322.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76653.843750 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -76653.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76788.734375 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -76788.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77011.601562 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -77011.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77199.539062 Penalty: 3334.424561
	Iteration 4F: 3 clusters Score -77199.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -77308.250000 Penalty: 3334.424561
	Iteration 5F: 3 clusters Score -77308.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -77403.421875 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -77403.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -77470.242188 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -77470.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -77500.328125 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -77500.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -77533.898438 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -77533.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -77555.601562 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -77555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -77562.882812 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -77562.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -77563.914062 Penalty: 3334.424561
	Iteration 12Q: 3 clusters Score -77563.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -77563.914062 Penalty: 3334.424561
	Iteration 13F: 3 clusters Score -77563.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -356566.187500 Penalty: 1990.652344
	Iteration 0F: 2 clusters Score -356566.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -353253.218750 Penalty: 3981.304688
	Iteration 0F: 3 clusters Score -353253.2 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -353939.718750 Penalty: 3981.304688
	Iteration 1F: 3 clusters Score -353939.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -354078.843750 Penalty: 3981.304688
	Iteration 2F: 3 clusters Score -354078.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -354165.750000 Penalty: 3981.304688
	Iteration 3Q: 3 clusters Score -354165.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -354224.593750 Penalty: 3981.304688
	Iteration 4Q: 3 clusters Score -354224.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -354262.468750 Penalty: 3981.304688
	Iteration 5Q: 3 clusters Score -354262.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -354298.000000 Penalty: 3981.304688
	Iteration 6Q: 3 clusters Score -354298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -354331.250000 Penalty: 3981.304688
	Iteration 7Q: 3 clusters Score -354331.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -354354.500000 Penalty: 3981.304688
	Iteration 8Q: 3 clusters Score -354354.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -354366.187500 Penalty: 3981.304688
	Iteration 9Q: 3 clusters Score -354366.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -354373.093750 Penalty: 3981.304688
	Iteration 10Q: 3 clusters Score -354373.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -354377.812500 Penalty: 3981.304688
	Iteration 11Q: 3 clusters Score -354377.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -354381.500000 Penalty: 3981.304688
	Iteration 12Q: 3 clusters Score -354381.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -354384.781250 Penalty: 3981.304688
	Iteration 13Q: 3 clusters Score -354384.8 nChanged 9
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: -354387.968750 Penalty: 3981.304688
	Iteration 14Q: 3 clusters Score -354388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -354391.718750 Penalty: 3981.304688
	Iteration 15Q: 3 clusters Score -354391.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -354396.468750 Penalty: 3981.304688
	Iteration 16Q: 3 clusters Score -354396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -354400.812500 Penalty: 3981.304688
	Iteration 17Q: 3 clusters Score -354400.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -354405.312500 Penalty: 3981.304688
	Iteration 18Q: 3 clusters Score -354405.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -354412.406250 Penalty: 3981.304688
	Iteration 19Q: 3 clusters Score -354412.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -354419.843750 Penalty: 3981.304688
	Iteration 20F: 3 clusters Score -354419.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -354424.750000 Penalty: 3981.304688
	Iteration 21Q: 3 clusters Score -354424.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -354427.218750 Penalty: 3981.304688
	Iteration 22Q: 3 clusters Score -354427.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -354432.125000 Penalty: 3981.304688
	Iteration 23Q: 3 clusters Score -354432.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -354432.968750 Penalty: 3981.304688
	Iteration 24Q: 3 clusters Score -354433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -354434.031250 Penalty: 3981.304688
	Iteration 25Q: 3 clusters Score -354434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -354435.250000 Penalty: 3981.304688
	Iteration 26Q: 3 clusters Score -354435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -354436.437500 Penalty: 3981.304688
	Iteration 27Q: 3 clusters Score -354436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -354437.593750 Penalty: 3981.304688
	Iteration 28Q: 3 clusters Score -354437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -354437.218750 Penalty: 3981.304688
	Iteration 29Q: 3 clusters Score -354437.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -354437.218750 Penalty: 3981.304688
	Iteration 30F: 3 clusters Score -354437.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Entering Unmasked Estep 
Score: -2128252.750000 Penalty: 2428.650879
	Iteration 0F: 2 clusters Score -2128253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2115452.250000 Penalty: 4857.301758
	Iteration 0F: 3 clusters Score -2115452 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2119695.500000 Penalty: 4857.301758
	Iteration 1F: 3 clusters Score -2119696 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2120047.250000 Penalty: 4857.301758
	Iteration 2F: 3 clusters Score -2120047 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2120314.250000 Penalty: 4857.301758
	Iteration 3Q: 3 clusters Score -2120314 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2120544.250000 Penalty: 4857.301758
	Iteration 4Q: 3 clusters Score -2120544 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2120754.750000 Penalty: 4857.301758
	Iteration 5Q: 3 clusters Score -2120755 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2120990.000000 Penalty: 4857.301758
	Iteration 6Q: 3 clusters Score -2120990 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2121250.250000 Penalty: 4857.301758
	Iteration 7Q: 3 clusters Score -2121250 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2121557.000000 Penalty: 4857.301758
	Iteration 8Q: 3 clusters Score -2121557 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2121915.250000 Penalty: 4857.301758
	Iteration 9Q: 3 clusters Score -2121915 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2122381.000000 Penalty: 4857.301758
	Iteration 10Q: 3 clusters Score -2122381 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2122954.000000 Penalty: 4857.301758
	Iteration 11Q: 3 clusters Score -2122954 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2123657.250000 Penalty: 4857.301758
	Iteration 12F: 3 clusters Score -2123657 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2124388.250000 Penalty: 4857.301758
	Iteration 13Q: 3 clusters Score -2124388 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2124997.500000 Penalty: 4857.301758
	Iteration 14Q: 3 clusters Score -2124998 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2125436.250000 Penalty: 4857.301758
	Iteration 15Q: 3 clusters Score -2125436 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2125703.500000 Penalty: 4857.301758
	Iteration 16Q: 3 clusters Score -2125704 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2125837.000000 Penalty: 4857.301758
	Iteration 17Q: 3 clusters Score -2125837 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2125929.500000 Penalty: 4857.301758
	Iteration 18Q: 3 clusters Score -2125930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2125998.000000 Penalty: 4857.301758
	Iteration 19Q: 3 clusters Score -2125998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2126039.250000 Penalty: 4857.301758
	Iteration 20F: 3 clusters Score -2126039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2126050.250000 Penalty: 4857.301758
	Iteration 21Q: 3 clusters Score -2126050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2126066.750000 Penalty: 4857.301758
	Iteration 22Q: 3 clusters Score -2126067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2126074.500000 Penalty: 4857.301758
	Iteration 23Q: 3 clusters Score -2126074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2126081.000000 Penalty: 4857.301758
	Iteration 24Q: 3 clusters Score -2126081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2126087.500000 Penalty: 4857.301758
	Iteration 25Q: 3 clusters Score -2126088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2126096.500000 Penalty: 4857.301758
	Iteration 26Q: 3 clusters Score -2126096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2126095.000000 Penalty: 4857.301758
	Iteration 27Q: 3 clusters Score -2126095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2126097.500000 Penalty: 4857.301758
	Iteration 28Q: 3 clusters Score -2126098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2126097.500000 Penalty: 4857.301758
	Iteration 29F: 3 clusters Score -2126098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (37267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Entering Unmasked Estep 
Score: -4463654.500000 Penalty: 2610.414062
	Iteration 0F: 2 clusters Score -4463654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4438353.500000 Penalty: 5220.828125
	Iteration 0F: 3 clusters Score -4438354 nChanged 16981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -4447710.500000 Penalty: 5220.828125
	Iteration 1F: 3 clusters Score -4447710 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -4448326.000000 Penalty: 5220.828125
	Iteration 2Q: 3 clusters Score -4448326 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -4448930.500000 Penalty: 5220.828125
	Iteration 3Q: 3 clusters Score -4448930 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -4449785.500000 Penalty: 5220.828125
	Iteration 4Q: 3 clusters Score -4449786 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -4451014.000000 Penalty: 5220.828125
	Iteration 5F: 3 clusters Score -4451014 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -4452686.500000 Penalty: 5220.828125
	Iteration 6F: 3 clusters Score -4452686 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -4454666.500000 Penalty: 5220.828125
	Iteration 7F: 3 clusters Score -4454666 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -4456682.500000 Penalty: 5220.828125
	Iteration 8F: 3 clusters Score -4456682 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -4458194.500000 Penalty: 5220.828125
	Iteration 9F: 3 clusters Score -4458194 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -4459203.000000 Penalty: 5220.828125
	Iteration 10Q: 3 clusters Score -4459203 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -4459776.000000 Penalty: 5220.828125
	Iteration 11Q: 3 clusters Score -4459776 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -4460111.000000 Penalty: 5220.828125
	Iteration 12Q: 3 clusters Score -4460111 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -4460331.500000 Penalty: 5220.828125
	Iteration 13Q: 3 clusters Score -4460332 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -4460542.500000 Penalty: 5220.828125
	Iteration 14Q: 3 clusters Score -4460542 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4460705.000000 Penalty: 5220.828125
	Iteration 15Q: 3 clusters Score -4460705 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -4460849.500000 Penalty: 5220.828125
	Iteration 16Q: 3 clusters Score -4460850 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4460986.500000 Penalty: 5220.828125
	Iteration 17Q: 3 clusters Score -4460986 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -4461108.500000 Penalty: 5220.828125
	Iteration 18Q: 3 clusters Score -4461108 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -4461197.500000 Penalty: 5220.828125
	Iteration 19Q: 3 clusters Score -4461198 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -4461283.500000 Penalty: 5220.828125
	Iteration 20F: 3 clusters Score -4461284 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4461356.500000 Penalty: 5220.828125
	Iteration 21Q: 3 clusters Score -4461356 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -4461397.500000 Penalty: 5220.828125
	Iteration 22Q: 3 clusters Score -4461398 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -4461456.000000 Penalty: 5220.828125
	Iteration 23Q: 3 clusters Score -4461456 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4461491.000000 Penalty: 5220.828125
	Iteration 24Q: 3 clusters Score -4461491 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -4461544.500000 Penalty: 5220.828125
	Iteration 25Q: 3 clusters Score -4461544 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -4461584.500000 Penalty: 5220.828125
	Iteration 26Q: 3 clusters Score -4461584 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4461609.000000 Penalty: 5220.828125
	Iteration 27Q: 3 clusters Score -4461609 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -4461625.500000 Penalty: 5220.828125
	Iteration 28Q: 3 clusters Score -4461626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4461656.000000 Penalty: 5220.828125
	Iteration 29Q: 3 clusters Score -4461656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -4461676.500000 Penalty: 5220.828125
	Iteration 30Q: 3 clusters Score -4461676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -4461712.500000 Penalty: 5220.828125
	Iteration 31Q: 3 clusters Score -4461712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4461718.500000 Penalty: 5220.828125
	Iteration 32Q: 3 clusters Score -4461718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -4461735.000000 Penalty: 5220.828125
	Iteration 33Q: 3 clusters Score -4461735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -4461742.000000 Penalty: 5220.828125
	Iteration 34Q: 3 clusters Score -4461742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -4461752.000000 Penalty: 5220.828125
	Iteration 35Q: 3 clusters Score -4461752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -4461757.000000 Penalty: 5220.828125
	Iteration 36Q: 3 clusters Score -4461757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4461767.000000 Penalty: 5220.828125
	Iteration 37Q: 3 clusters Score -4461767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4461766.500000 Penalty: 5220.828125
	Iteration 38Q: 3 clusters Score -4461766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -4461768.000000 Penalty: 5220.828125
	Iteration 39Q: 3 clusters Score -4461768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -4461772.000000 Penalty: 5220.828125
	Iteration 40F: 3 clusters Score -4461772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -4461775.000000 Penalty: 5220.828125
	Iteration 41Q: 3 clusters Score -4461775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -4461782.500000 Penalty: 5220.828125
	Iteration 42Q: 3 clusters Score -4461782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -4461785.500000 Penalty: 5220.828125
	Iteration 43Q: 3 clusters Score -4461786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4461789.500000 Penalty: 5220.828125
	Iteration 44Q: 3 clusters Score -4461790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4461788.000000 Penalty: 5220.828125
	Iteration 45Q: 3 clusters Score -4461788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -4461787.000000 Penalty: 5220.828125
	Iteration 46Q: 3 clusters Score -4461787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -4461789.500000 Penalty: 5220.828125
	Iteration 47Q: 3 clusters Score -4461790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -4461789.500000 Penalty: 5220.828125
	Iteration 48Q: 3 clusters Score -4461790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4461793.000000 Penalty: 5220.828125
	Iteration 49Q: 3 clusters Score -4461793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4461793.000000 Penalty: 5220.828125
	Iteration 50F: 3 clusters Score -4461793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (215556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215556 members 
Entering Unmasked Estep 
Score: -25786414.000000 Penalty: 3045.682129
	Iteration 0F: 2 clusters Score -2.578641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107310 members 
Mstep: Class 2 contains 108246 members 
Entering Unmasked Estep 
Score: -25669768.000000 Penalty: 6091.364258
	Iteration 0F: 3 clusters Score -2.566977e+07 nChanged 104100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Mstep: Class 2 contains 113326 members 
Entering Unmasked Estep 
Score: -25730688.000000 Penalty: 6091.364258
	Iteration 1F: 3 clusters Score -2.573069e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98707 members 
Mstep: Class 2 contains 116849 members 
Entering Unmasked Estep 
Score: -25732404.000000 Penalty: 6091.364258
	Iteration 2Q: 3 clusters Score -2.57324e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 122424 members 
Entering Unmasked Estep 
Score: -25734910.000000 Penalty: 6091.364258
	Iteration 3Q: 3 clusters Score -2.573491e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 130942 members 
Entering Unmasked Estep 
Score: -25739274.000000 Penalty: 6091.364258
	Iteration 4Q: 3 clusters Score -2.573927e+07 nChanged 12728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 143216 members 
Entering Unmasked Estep 
Score: -25747030.000000 Penalty: 6091.364258
	Iteration 5F: 3 clusters Score -2.574703e+07 nChanged 16834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 159830 members 
Entering Unmasked Estep 
Score: -25757838.000000 Penalty: 6091.364258
	Iteration 6F: 3 clusters Score -2.575784e+07 nChanged 18038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 177800 members 
Entering Unmasked Estep 
Score: -25768370.000000 Penalty: 6091.364258
	Iteration 7F: 3 clusters Score -2.576837e+07 nChanged 15077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 192831 members 
Entering Unmasked Estep 
Score: -25775652.000000 Penalty: 6091.364258
	Iteration 8F: 3 clusters Score -2.577565e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 202847 members 
Entering Unmasked Estep 
Score: -25779598.000000 Penalty: 6091.364258
	Iteration 9Q: 3 clusters Score -2.57796e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 208512 members 
Entering Unmasked Estep 
Score: -25781566.000000 Penalty: 6091.364258
	Iteration 10Q: 3 clusters Score -2.578157e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 211528 members 
Entering Unmasked Estep 
Score: -25782664.000000 Penalty: 6091.364258
	Iteration 11Q: 3 clusters Score -2.578266e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 213119 members 
Entering Unmasked Estep 
Score: -25783204.000000 Penalty: 6091.364258
	Iteration 12Q: 3 clusters Score -2.57832e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 213938 members 
Entering Unmasked Estep 
Score: -25783654.000000 Penalty: 6091.364258
	Iteration 13Q: 3 clusters Score -2.578365e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 214350 members 
Entering Unmasked Estep 
Score: -25783792.000000 Penalty: 6091.364258
	Iteration 14Q: 3 clusters Score -2.578379e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 214566 members 
Entering Unmasked Estep 
Score: -25783860.000000 Penalty: 6091.364258
	Iteration 15Q: 3 clusters Score -2.578386e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 214693 members 
Entering Unmasked Estep 
Score: -25783858.000000 Penalty: 6091.364258
	Iteration 16Q: 3 clusters Score -2.578386e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 214768 members 
Entering Unmasked Estep 
Score: -25783878.000000 Penalty: 6091.364258
	Iteration 17Q: 3 clusters Score -2.578388e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 214807 members 
Entering Unmasked Estep 
Score: -25783910.000000 Penalty: 6091.364258
	Iteration 18Q: 3 clusters Score -2.578391e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 214833 members 
Entering Unmasked Estep 
Score: -25783958.000000 Penalty: 6091.364258
	Iteration 19Q: 3 clusters Score -2.578396e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 214858 members 
Entering Unmasked Estep 
Score: -25783970.000000 Penalty: 6091.364258
	Iteration 20F: 3 clusters Score -2.578397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 214874 members 
Entering Unmasked Estep 
Score: -25783988.000000 Penalty: 6091.364258
	Iteration 21Q: 3 clusters Score -2.578399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 214886 members 
Entering Unmasked Estep 
Score: -25783996.000000 Penalty: 6091.364258
	Iteration 22Q: 3 clusters Score -2.5784e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 214895 members 
Entering Unmasked Estep 
Score: -25784006.000000 Penalty: 6091.364258
	Iteration 23Q: 3 clusters Score -2.578401e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 214908 members 
Entering Unmasked Estep 
Score: -25784014.000000 Penalty: 6091.364258
	Iteration 24Q: 3 clusters Score -2.578401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 214915 members 
Entering Unmasked Estep 
Score: -25784032.000000 Penalty: 6091.364258
	Iteration 25Q: 3 clusters Score -2.578403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 214924 members 
Entering Unmasked Estep 
Score: -25784026.000000 Penalty: 6091.364258
	Iteration 26Q: 3 clusters Score -2.578403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 214932 members 
Entering Unmasked Estep 
Score: -25784062.000000 Penalty: 6091.364258
	Iteration 27Q: 3 clusters Score -2.578406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 214934 members 
Entering Unmasked Estep 
Score: -25784036.000000 Penalty: 6091.364258
	Iteration 28Q: 3 clusters Score -2.578404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 214936 members 
Entering Unmasked Estep 
Score: -25784054.000000 Penalty: 6091.364258
	Iteration 29Q: 3 clusters Score -2.578405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 214938 members 
Entering Unmasked Estep 
Score: -25784052.000000 Penalty: 6091.364258
	Iteration 30Q: 3 clusters Score -2.578405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 214939 members 
Entering Unmasked Estep 
Score: -25784058.000000 Penalty: 6091.364258
	Iteration 31Q: 3 clusters Score -2.578406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 214940 members 
Entering Unmasked Estep 
Score: -25784060.000000 Penalty: 6091.364258
	Iteration 32Q: 3 clusters Score -2.578406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 214945 members 
Entering Unmasked Estep 
Score: -25784042.000000 Penalty: 6091.364258
	Iteration 33Q: 3 clusters Score -2.578404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 214951 members 
Entering Unmasked Estep 
Score: -25784062.000000 Penalty: 6091.364258
	Iteration 34Q: 3 clusters Score -2.578406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 214959 members 
Entering Unmasked Estep 
Score: -25784074.000000 Penalty: 6091.364258
	Iteration 35Q: 3 clusters Score -2.578407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 214962 members 
Entering Unmasked Estep 
Score: -25784062.000000 Penalty: 6091.364258
	Iteration 36Q: 3 clusters Score -2.578406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 214961 members 
Entering Unmasked Estep 
Score: -25784078.000000 Penalty: 6091.364258
	Iteration 37Q: 3 clusters Score -2.578408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 214960 members 
Entering Unmasked Estep 
Score: -25784074.000000 Penalty: 6091.364258
	Iteration 38Q: 3 clusters Score -2.578407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 214960 members 
Entering Unmasked Estep 
Score: -25784074.000000 Penalty: 6091.364258
	Iteration 39F: 3 clusters Score -2.578407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (63819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Entering Unmasked Estep 
Score: -7572627.000000 Penalty: 2743.823975
	Iteration 0F: 2 clusters Score -7572627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -7529771.000000 Penalty: 5487.647949
	Iteration 0F: 3 clusters Score -7529771 nChanged 29902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -7547163.500000 Penalty: 5487.647949
	Iteration 1F: 3 clusters Score -7547164 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -7548145.000000 Penalty: 5487.647949
	Iteration 2Q: 3 clusters Score -7548145 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -7549377.000000 Penalty: 5487.647949
	Iteration 3Q: 3 clusters Score -7549377 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -7550873.500000 Penalty: 5487.647949
	Iteration 4Q: 3 clusters Score -7550874 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -7552599.500000 Penalty: 5487.647949
	Iteration 5F: 3 clusters Score -7552600 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -7554735.000000 Penalty: 5487.647949
	Iteration 6F: 3 clusters Score -7554735 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -7556919.000000 Penalty: 5487.647949
	Iteration 7F: 3 clusters Score -7556919 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -7559173.500000 Penalty: 5487.647949
	Iteration 8F: 3 clusters Score -7559174 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -7561247.500000 Penalty: 5487.647949
	Iteration 9F: 3 clusters Score -7561248 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -7562732.500000 Penalty: 5487.647949
	Iteration 10Q: 3 clusters Score -7562732 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -7563585.500000 Penalty: 5487.647949
	Iteration 11Q: 3 clusters Score -7563586 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -7564189.000000 Penalty: 5487.647949
	Iteration 12Q: 3 clusters Score -7564189 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -7564656.000000 Penalty: 5487.647949
	Iteration 13Q: 3 clusters Score -7564656 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -7565150.500000 Penalty: 5487.647949
	Iteration 14Q: 3 clusters Score -7565150 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -7565576.000000 Penalty: 5487.647949
	Iteration 15Q: 3 clusters Score -7565576 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -7565974.000000 Penalty: 5487.647949
	Iteration 16Q: 3 clusters Score -7565974 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -7566258.000000 Penalty: 5487.647949
	Iteration 17Q: 3 clusters Score -7566258 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -7566524.500000 Penalty: 5487.647949
	Iteration 18Q: 3 clusters Score -7566524 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -7566742.500000 Penalty: 5487.647949
	Iteration 19Q: 3 clusters Score -7566742 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -7566889.500000 Penalty: 5487.647949
	Iteration 20F: 3 clusters Score -7566890 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -7567044.000000 Penalty: 5487.647949
	Iteration 21Q: 3 clusters Score -7567044 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -7567148.000000 Penalty: 5487.647949
	Iteration 22Q: 3 clusters Score -7567148 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -7567256.500000 Penalty: 5487.647949
	Iteration 23Q: 3 clusters Score -7567256 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -7567289.500000 Penalty: 5487.647949
	Iteration 24Q: 3 clusters Score -7567290 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -7567289.500000 Penalty: 5487.647949
	Iteration 25Q: 3 clusters Score -7567290 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -7567318.500000 Penalty: 5487.647949
	Iteration 26Q: 3 clusters Score -7567318 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -7567355.000000 Penalty: 5487.647949
	Iteration 27Q: 3 clusters Score -7567355 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -7567366.500000 Penalty: 5487.647949
	Iteration 28Q: 3 clusters Score -7567366 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -7567383.000000 Penalty: 5487.647949
	Iteration 29Q: 3 clusters Score -7567383 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -7567405.000000 Penalty: 5487.647949
	Iteration 30Q: 3 clusters Score -7567405 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -7567421.000000 Penalty: 5487.647949
	Iteration 31Q: 3 clusters Score -7567421 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -7567444.500000 Penalty: 5487.647949
	Iteration 32Q: 3 clusters Score -7567444 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -7567459.000000 Penalty: 5487.647949
	Iteration 33Q: 3 clusters Score -7567459 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -7567489.000000 Penalty: 5487.647949
	Iteration 34Q: 3 clusters Score -7567489 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -7567494.000000 Penalty: 5487.647949
	Iteration 35Q: 3 clusters Score -7567494 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -7567497.500000 Penalty: 5487.647949
	Iteration 36Q: 3 clusters Score -7567498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -7567502.000000 Penalty: 5487.647949
	Iteration 37Q: 3 clusters Score -7567502 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -7567512.500000 Penalty: 5487.647949
	Iteration 38Q: 3 clusters Score -7567512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -7567523.000000 Penalty: 5487.647949
	Iteration 39Q: 3 clusters Score -7567523 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -7567523.000000 Penalty: 5487.647949
	Iteration 40F: 3 clusters Score -7567523 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -7567524.000000 Penalty: 5487.647949
	Iteration 41Q: 3 clusters Score -7567524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -7567528.500000 Penalty: 5487.647949
	Iteration 42Q: 3 clusters Score -7567528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -7567520.000000 Penalty: 5487.647949
	Iteration 43Q: 3 clusters Score -7567520 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -7567504.500000 Penalty: 5487.647949
	Iteration 44Q: 3 clusters Score -7567504 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -7567515.000000 Penalty: 5487.647949
	Iteration 45Q: 3 clusters Score -7567515 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -7567535.500000 Penalty: 5487.647949
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27809 members 
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Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 36069 members 
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	Iteration 48Q: 3 clusters Score -7567557 nChanged 66
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Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 36133 members 
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	Iteration 49Q: 3 clusters Score -7567558 nChanged 66
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Mstep: Class 1 contains 27620 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7567558 nChanged 65
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Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7567548 nChanged 64
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Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7567552 nChanged 70
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Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7567558 nChanged 70
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Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7567560 nChanged 66
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Mstep: Class 2 contains 36524 members 
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	Iteration 55Q: 3 clusters Score -7567566 nChanged 64
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Mstep: Class 2 contains 36584 members 
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	Iteration 56Q: 3 clusters Score -7567567 nChanged 63
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Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7567572 nChanged 64
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Mstep: Class 2 contains 36768 members 
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	Iteration 59Q: 3 clusters Score -7567565 nChanged 64
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Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7567584 nChanged 75
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Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 36903 members 
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	Iteration 61Q: 3 clusters Score -7567598 nChanged 77
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Mstep: Class 1 contains 26843 members 
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	Iteration 62Q: 3 clusters Score -7567583 nChanged 79
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Mstep: Class 1 contains 26768 members 
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	Iteration 63Q: 3 clusters Score -7567594 nChanged 90
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Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 37139 members 
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	Iteration 64Q: 3 clusters Score -7567589 nChanged 87
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Mstep: Class 1 contains 26597 members 
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Mstep: Class 1 contains 26513 members 
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	Iteration 67Q: 3 clusters Score -7567615 nChanged 103
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	Iteration 68Q: 3 clusters Score -7567628 nChanged 96
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	Iteration 69Q: 3 clusters Score -7567618 nChanged 96
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	Iteration 70Q: 3 clusters Score -7567622 nChanged 72
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Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 37750 members 
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	Iteration 71Q: 3 clusters Score -7567624 nChanged 67
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Mstep: Class 2 contains 37813 members 
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Mstep: Class 1 contains 25955 members 
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	Iteration 73Q: 3 clusters Score -7567636 nChanged 69
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Mstep: Class 1 contains 25888 members 
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	Iteration 74Q: 3 clusters Score -7567640 nChanged 71
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Mstep: Class 1 contains 25825 members 
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Mstep: Class 1 contains 25756 members 
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	Iteration 79Q: 3 clusters Score -7567681 nChanged 103
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	Iteration 84Q: 3 clusters Score -7567714 nChanged 105
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	Iteration 90Q: 3 clusters Score -7567741 nChanged 130
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Mstep: Class 1 contains 23982 members 
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	Iteration 100F: 3 clusters Score -7567904 nChanged 262
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Mstep: Class 1 contains 22228 members 
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Mstep: Class 1 contains 20777 members 
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	Iteration 113Q: 3 clusters Score -7569368 nChanged 618
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	Iteration 114Q: 3 clusters Score -7569592 nChanged 627
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	Iteration 115Q: 3 clusters Score -7569803 nChanged 630
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	Iteration 118Q: 3 clusters Score -7570322 nChanged 449
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	Iteration 119Q: 3 clusters Score -7570418 nChanged 370
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	Iteration 122Q: 3 clusters Score -7570632 nChanged 273
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	Iteration 124Q: 3 clusters Score -7570731 nChanged 210
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	Iteration 125Q: 3 clusters Score -7570742 nChanged 184
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	Iteration 126Q: 3 clusters Score -7570739 nChanged 155
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	Iteration 127Q: 3 clusters Score -7570765 nChanged 140
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	Iteration 128Q: 3 clusters Score -7570798 nChanged 131
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	Iteration 129Q: 3 clusters Score -7570818 nChanged 124
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	Iteration 130Q: 3 clusters Score -7570832 nChanged 103
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	Iteration 131Q: 3 clusters Score -7570860 nChanged 103
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	Iteration 132Q: 3 clusters Score -7570886 nChanged 110
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	Iteration 133Q: 3 clusters Score -7570916 nChanged 118
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	Iteration 134Q: 3 clusters Score -7570907 nChanged 117
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	Iteration 135Q: 3 clusters Score -7570922 nChanged 115
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	Iteration 136Q: 3 clusters Score -7570938 nChanged 108
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	Iteration 137Q: 3 clusters Score -7570942 nChanged 91
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	Iteration 138Q: 3 clusters Score -7570944 nChanged 88
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	Iteration 139Q: 3 clusters Score -7570960 nChanged 85
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Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 52830 members 
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	Iteration 141Q: 3 clusters Score -7571008 nChanged 76
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Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7571006 nChanged 71
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Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7571014 nChanged 56
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Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 53019 members 
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	Iteration 144Q: 3 clusters Score -7571015 nChanged 38
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Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 53053 members 
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	Iteration 145Q: 3 clusters Score -7571030 nChanged 43
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Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 53094 members 
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	Iteration 146Q: 3 clusters Score -7571030 nChanged 30
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Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7571040 nChanged 37
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Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7571036 nChanged 40
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Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7571046 nChanged 26
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Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 53221 members 
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	Iteration 150Q: 3 clusters Score -7571038 nChanged 21
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Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7571046 nChanged 21
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7571026 nChanged 18
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Mstep: Class 1 contains 10522 members 
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	Iteration 154Q: 3 clusters Score -7571032 nChanged 18
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Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7571035 nChanged 26
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	Iteration 156Q: 3 clusters Score -7571042 nChanged 37
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -7571050 nChanged 30
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Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 53392 members 
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	Iteration 158Q: 3 clusters Score -7571057 nChanged 30
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	Iteration 159Q: 3 clusters Score -7571057 nChanged 30
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Mstep: Class 2 contains 53448 members 
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	Iteration 160F: 3 clusters Score -7571058 nChanged 35
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Mstep: Class 1 contains 10336 members 
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	Iteration 161Q: 3 clusters Score -7571058 nChanged 33
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Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7571052 nChanged 24
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	Iteration 163Q: 3 clusters Score -7571052 nChanged 36
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	Iteration 164Q: 3 clusters Score -7571059 nChanged 44
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	Iteration 168Q: 3 clusters Score -7571091 nChanged 66
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	Iteration 169Q: 3 clusters Score -7571094 nChanged 57
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	Iteration 171Q: 3 clusters Score -7571117 nChanged 63
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	Iteration 172Q: 3 clusters Score -7571124 nChanged 76
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	Iteration 175Q: 3 clusters Score -7571191 nChanged 97
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	Iteration 179Q: 3 clusters Score -7571270 nChanged 118
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	Iteration 180F: 3 clusters Score -7571260 nChanged 129
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Mstep: Class 1 contains 9165 members 
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	Iteration 181Q: 3 clusters Score -7571309 nChanged 146
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Mstep: Class 1 contains 8972 members 
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	Iteration 183Q: 3 clusters Score -7571332 nChanged 113
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	Iteration 184Q: 3 clusters Score -7571370 nChanged 97
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	Iteration 185Q: 3 clusters Score -7571390 nChanged 82
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	Iteration 186Q: 3 clusters Score -7571393 nChanged 78
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	Iteration 187Q: 3 clusters Score -7571412 nChanged 64
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	Iteration 188Q: 3 clusters Score -7571398 nChanged 54
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Mstep: Class 1 contains 8604 members 
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	Iteration 189Q: 3 clusters Score -7571408 nChanged 33
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Mstep: Class 1 contains 8573 members 
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	Iteration 190Q: 3 clusters Score -7571420 nChanged 26
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	Iteration 191Q: 3 clusters Score -7571420 nChanged 34
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	Iteration 192Q: 3 clusters Score -7571424 nChanged 26
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	Iteration 193Q: 3 clusters Score -7571404 nChanged 22
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	Iteration 194Q: 3 clusters Score -7571404 nChanged 26
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	Iteration 195Q: 3 clusters Score -7571408 nChanged 16
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	Iteration 196Q: 3 clusters Score -7571414 nChanged 21
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Mstep: Class 1 contains 8420 members 
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	Iteration 198Q: 3 clusters Score -7571402 nChanged 19
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Mstep: Class 1 contains 8379 members 
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	Iteration 199Q: 3 clusters Score -7571418 nChanged 10
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Mstep: Class 1 contains 8369 members 
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	Iteration 200F: 3 clusters Score -7571413 nChanged 12
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Mstep: Class 1 contains 8357 members 
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	Iteration 201Q: 3 clusters Score -7571414 nChanged 7
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	Iteration 202Q: 3 clusters Score -7571418 nChanged 10
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	Iteration 203Q: 3 clusters Score -7571417 nChanged 10
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	Iteration 204Q: 3 clusters Score -7571411 nChanged 5
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	Iteration 205Q: 3 clusters Score -7571414 nChanged 8
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	Iteration 206Q: 3 clusters Score -7571420 nChanged 12
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	Iteration 207Q: 3 clusters Score -7571414 nChanged 15
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	Iteration 208Q: 3 clusters Score -7571427 nChanged 17
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Mstep: Class 1 contains 8279 members 
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	Iteration 209Q: 3 clusters Score -7571432 nChanged 15
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	Iteration 210Q: 3 clusters Score -7571444 nChanged 18
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	Iteration 211Q: 3 clusters Score -7571448 nChanged 17
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	Iteration 212Q: 3 clusters Score -7571439 nChanged 24
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	Iteration 213Q: 3 clusters Score -7571430 nChanged 17
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	Iteration 214Q: 3 clusters Score -7571424 nChanged 9
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Mstep: Class 1 contains 8183 members 
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	Iteration 215Q: 3 clusters Score -7571426 nChanged 4
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	Iteration 216Q: 3 clusters Score -7571434 nChanged 5
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Mstep: Class 1 contains 8174 members 
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	Iteration 217Q: 3 clusters Score -7571432 nChanged 6
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	Iteration 218Q: 3 clusters Score -7571432 nChanged 11
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	Iteration 219Q: 3 clusters Score -7571410 nChanged 12
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	Iteration 220F: 3 clusters Score -7571427 nChanged 11
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	Iteration 221Q: 3 clusters Score -7571434 nChanged 7
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	Iteration 222Q: 3 clusters Score -7571430 nChanged 6
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	Iteration 223Q: 3 clusters Score -7571436 nChanged 4
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Mstep: Class 1 contains 8127 members 
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	Iteration 224Q: 3 clusters Score -7571438 nChanged 5
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	Iteration 225Q: 3 clusters Score -7571439 nChanged 3
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	Iteration 226Q: 3 clusters Score -7571432 nChanged 1
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	Iteration 227Q: 3 clusters Score -7571436 nChanged 1
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	Iteration 228Q: 3 clusters Score -7571436 nChanged 1
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	Iteration 229Q: 3 clusters Score -7571439 nChanged 0
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	Iteration 230F: 3 clusters Score -7571439 nChanged 0
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Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 177528 members 
Mstep: Class 3 contains 47632 members 
Mstep: Class 4 contains 13731 members 
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Mstep: Class 7 contains 28784 members 
Mstep: Class 8 contains 5879 members 
Mstep: Class 9 contains 39178 members 
Mstep: Class 10 contains 13534 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61723 members 
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Mstep: Class 14 contains 203549 members 
Mstep: Class 15 contains 10047 members 
Mstep: Class 16 contains 4681 members 
Mstep: Class 17 contains 42932 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 37861 members 
Mstep: Class 21 contains 12671 members 
Mstep: Class 22 contains 157520 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 17907 members 
Mstep: Class 27 contains 37267 members 
Mstep: Class 28 contains 215556 members 
Mstep: Class 29 contains 63819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052080.000000 Penalty: 101497.804688
Iteration 279Q: 30 clusters Score -1.560521e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 177535 members 
Mstep: Class 3 contains 47609 members 
Mstep: Class 4 contains 13730 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 9327 members 
Mstep: Class 7 contains 28782 members 
Mstep: Class 8 contains 5882 members 
Mstep: Class 9 contains 39177 members 
Mstep: Class 10 contains 13535 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61719 members 
Mstep: Class 13 contains 96253 members 
Mstep: Class 14 contains 203544 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 4681 members 
Mstep: Class 17 contains 42995 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 37854 members 
Mstep: Class 21 contains 12671 members 
Mstep: Class 22 contains 157498 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 17904 members 
Mstep: Class 27 contains 37275 members 
Mstep: Class 28 contains 215504 members 
Mstep: Class 29 contains 63821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052144.000000 Penalty: 101497.804688
Iteration 280F: 30 clusters Score -1.560521e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 177528 members 
Mstep: Class 3 contains 47582 members 
Mstep: Class 4 contains 13734 members 
Mstep: Class 5 contains 6464 members 
Mstep: Class 6 contains 9331 members 
Mstep: Class 7 contains 28778 members 
Mstep: Class 8 contains 5887 members 
Mstep: Class 9 contains 39172 members 
Mstep: Class 10 contains 13533 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61718 members 
Mstep: Class 13 contains 96256 members 
Mstep: Class 14 contains 203533 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 4682 members 
Mstep: Class 17 contains 43058 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 37851 members 
Mstep: Class 21 contains 12672 members 
Mstep: Class 22 contains 157486 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3060 members 
Mstep: Class 26 contains 17904 members 
Mstep: Class 27 contains 37281 members 
Mstep: Class 28 contains 215456 members 
Mstep: Class 29 contains 63825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052000.000000 Penalty: 101497.804688
Iteration 281Q: 30 clusters Score -1.56052e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 177537 members 
Mstep: Class 3 contains 47551 members 
Mstep: Class 4 contains 13738 members 
Mstep: Class 5 contains 6487 members 
Mstep: Class 6 contains 9334 members 
Mstep: Class 7 contains 28774 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 39171 members 
Mstep: Class 10 contains 13534 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61713 members 
Mstep: Class 13 contains 96258 members 
Mstep: Class 14 contains 203520 members 
Mstep: Class 15 contains 10049 members 
Mstep: Class 16 contains 4682 members 
Mstep: Class 17 contains 43109 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 37848 members 
Mstep: Class 21 contains 12673 members 
Mstep: Class 22 contains 157473 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3057 members 
Mstep: Class 26 contains 17904 members 
Mstep: Class 27 contains 37286 members 
Mstep: Class 28 contains 215406 members 
Mstep: Class 29 contains 63826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052192.000000 Penalty: 101497.804688
Iteration 282Q: 30 clusters Score -1.560522e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 177548 members 
Mstep: Class 3 contains 47512 members 
Mstep: Class 4 contains 13744 members 
Mstep: Class 5 contains 6512 members 
Mstep: Class 6 contains 9337 members 
Mstep: Class 7 contains 28770 members 
Mstep: Class 8 contains 5926 members 
Mstep: Class 9 contains 39176 members 
Mstep: Class 10 contains 13538 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61710 members 
Mstep: Class 13 contains 96255 members 
Mstep: Class 14 contains 203515 members 
Mstep: Class 15 contains 10049 members 
Mstep: Class 16 contains 4682 members 
Mstep: Class 17 contains 43156 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 37846 members 
Mstep: Class 21 contains 12673 members 
Mstep: Class 22 contains 157455 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17904 members 
Mstep: Class 27 contains 37287 members 
Mstep: Class 28 contains 215355 members 
Mstep: Class 29 contains 63830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052144.000000 Penalty: 101497.804688
Iteration 283Q: 30 clusters Score -1.560521e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 177552 members 
Mstep: Class 3 contains 47490 members 
Mstep: Class 4 contains 13743 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 9338 members 
Mstep: Class 7 contains 28765 members 
Mstep: Class 8 contains 5940 members 
Mstep: Class 9 contains 39182 members 
Mstep: Class 10 contains 13540 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61705 members 
Mstep: Class 13 contains 96260 members 
Mstep: Class 14 contains 203505 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 4683 members 
Mstep: Class 17 contains 43196 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 37840 members 
Mstep: Class 21 contains 12678 members 
Mstep: Class 22 contains 157446 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 17903 members 
Mstep: Class 27 contains 37291 members 
Mstep: Class 28 contains 215311 members 
Mstep: Class 29 contains 63829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052256.000000 Penalty: 101497.804688
Iteration 284Q: 30 clusters Score -1.560523e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 177557 members 
Mstep: Class 3 contains 47459 members 
Mstep: Class 4 contains 13743 members 
Mstep: Class 5 contains 6553 members 
Mstep: Class 6 contains 9341 members 
Mstep: Class 7 contains 28763 members 
Mstep: Class 8 contains 5960 members 
Mstep: Class 9 contains 39188 members 
Mstep: Class 10 contains 13542 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 61700 members 
Mstep: Class 13 contains 96258 members 
Mstep: Class 14 contains 203496 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 4683 members 
Mstep: Class 17 contains 43228 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 37840 members 
Mstep: Class 21 contains 12686 members 
Mstep: Class 22 contains 157428 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 17901 members 
Mstep: Class 27 contains 37296 members 
Mstep: Class 28 contains 215278 members 
Mstep: Class 29 contains 63832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052288.000000 Penalty: 101497.804688
Iteration 285Q: 30 clusters Score -1.560523e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 177570 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 13747 members 
Mstep: Class 5 contains 6584 members 
Mstep: Class 6 contains 9346 members 
Mstep: Class 7 contains 28760 members 
Mstep: Class 8 contains 5970 members 
Mstep: Class 9 contains 39192 members 
Mstep: Class 10 contains 13545 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 61700 members 
Mstep: Class 13 contains 96263 members 
Mstep: Class 14 contains 203482 members 
Mstep: Class 15 contains 10047 members 
Mstep: Class 16 contains 4684 members 
Mstep: Class 17 contains 43265 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11431 members 
Mstep: Class 20 contains 37834 members 
Mstep: Class 21 contains 12689 members 
Mstep: Class 22 contains 157407 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3051 members 
Mstep: Class 26 contains 17899 members 
Mstep: Class 27 contains 37301 members 
Mstep: Class 28 contains 215237 members 
Mstep: Class 29 contains 63833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052352.000000 Penalty: 101497.804688
Iteration 286Q: 30 clusters Score -1.560524e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 177573 members 
Mstep: Class 3 contains 47391 members 
Mstep: Class 4 contains 13753 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 9349 members 
Mstep: Class 7 contains 28757 members 
Mstep: Class 8 contains 5976 members 
Mstep: Class 9 contains 39197 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61695 members 
Mstep: Class 13 contains 96269 members 
Mstep: Class 14 contains 203461 members 
Mstep: Class 15 contains 10047 members 
Mstep: Class 16 contains 4684 members 
Mstep: Class 17 contains 43308 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11433 members 
Mstep: Class 20 contains 37834 members 
Mstep: Class 21 contains 12694 members 
Mstep: Class 22 contains 157403 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 17894 members 
Mstep: Class 27 contains 37305 members 
Mstep: Class 28 contains 215201 members 
Mstep: Class 29 contains 63838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052400.000000 Penalty: 101497.804688
Iteration 287Q: 30 clusters Score -1.560524e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 177567 members 
Mstep: Class 3 contains 47368 members 
Mstep: Class 4 contains 13756 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 9356 members 
Mstep: Class 7 contains 28755 members 
Mstep: Class 8 contains 5984 members 
Mstep: Class 9 contains 39199 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 9084 members 
Mstep: Class 12 contains 61690 members 
Mstep: Class 13 contains 96276 members 
Mstep: Class 14 contains 203454 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 4684 members 
Mstep: Class 17 contains 43348 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 11432 members 
Mstep: Class 20 contains 37837 members 
Mstep: Class 21 contains 12691 members 
Mstep: Class 22 contains 157382 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 17890 members 
Mstep: Class 27 contains 37311 members 
Mstep: Class 28 contains 215166 members 
Mstep: Class 29 contains 63839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052304.000000 Penalty: 101497.804688
Iteration 288Q: 30 clusters Score -1.560523e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 177565 members 
Mstep: Class 3 contains 47341 members 
Mstep: Class 4 contains 13760 members 
Mstep: Class 5 contains 6658 members 
Mstep: Class 6 contains 9358 members 
Mstep: Class 7 contains 28751 members 
Mstep: Class 8 contains 5994 members 
Mstep: Class 9 contains 39201 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 61695 members 
Mstep: Class 13 contains 96282 members 
Mstep: Class 14 contains 203453 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 4684 members 
Mstep: Class 17 contains 43395 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 11432 members 
Mstep: Class 20 contains 37836 members 
Mstep: Class 21 contains 12693 members 
Mstep: Class 22 contains 157356 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 17890 members 
Mstep: Class 27 contains 37319 members 
Mstep: Class 28 contains 215115 members 
Mstep: Class 29 contains 63838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052336.000000 Penalty: 101497.804688
Iteration 289Q: 30 clusters Score -1.560523e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 177555 members 
Mstep: Class 3 contains 47308 members 
Mstep: Class 4 contains 13764 members 
Mstep: Class 5 contains 6684 members 
Mstep: Class 6 contains 9369 members 
Mstep: Class 7 contains 28749 members 
Mstep: Class 8 contains 6000 members 
Mstep: Class 9 contains 39203 members 
Mstep: Class 10 contains 13551 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 61693 members 
Mstep: Class 13 contains 96293 members 
Mstep: Class 14 contains 203447 members 
Mstep: Class 15 contains 10049 members 
Mstep: Class 16 contains 4684 members 
Mstep: Class 17 contains 43433 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11433 members 
Mstep: Class 20 contains 37839 members 
Mstep: Class 21 contains 12701 members 
Mstep: Class 22 contains 157337 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 17885 members 
Mstep: Class 27 contains 37326 members 
Mstep: Class 28 contains 215070 members 
Mstep: Class 29 contains 63838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052480.000000 Penalty: 101497.804688
Iteration 290Q: 30 clusters Score -1.560525e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 177550 members 
Mstep: Class 3 contains 47274 members 
Mstep: Class 4 contains 13773 members 
Mstep: Class 5 contains 6714 members 
Mstep: Class 6 contains 9375 members 
Mstep: Class 7 contains 28745 members 
Mstep: Class 8 contains 6001 members 
Mstep: Class 9 contains 39204 members 
Mstep: Class 10 contains 13551 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 61694 members 
Mstep: Class 13 contains 96312 members 
Mstep: Class 14 contains 203440 members 
Mstep: Class 15 contains 10049 members 
Mstep: Class 16 contains 4684 members 
Mstep: Class 17 contains 43482 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 11433 members 
Mstep: Class 20 contains 37839 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 157311 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3044 members 
Mstep: Class 26 contains 17881 members 
Mstep: Class 27 contains 37330 members 
Mstep: Class 28 contains 215026 members 
Mstep: Class 29 contains 63836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052352.000000 Penalty: 101497.804688
Iteration 291Q: 30 clusters Score -1.560524e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 177551 members 
Mstep: Class 3 contains 47245 members 
Mstep: Class 4 contains 13781 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 9379 members 
Mstep: Class 7 contains 28745 members 
Mstep: Class 8 contains 5995 members 
Mstep: Class 9 contains 39205 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 61695 members 
Mstep: Class 13 contains 96326 members 
Mstep: Class 14 contains 203428 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 4684 members 
Mstep: Class 17 contains 43532 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11431 members 
Mstep: Class 20 contains 37834 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 157296 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3043 members 
Mstep: Class 26 contains 17878 members 
Mstep: Class 27 contains 37335 members 
Mstep: Class 28 contains 214983 members 
Mstep: Class 29 contains 63837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052400.000000 Penalty: 101497.804688
Iteration 292Q: 30 clusters Score -1.560524e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 177559 members 
Mstep: Class 3 contains 47223 members 
Mstep: Class 4 contains 13783 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 9375 members 
Mstep: Class 7 contains 28743 members 
Mstep: Class 8 contains 6006 members 
Mstep: Class 9 contains 39204 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 61694 members 
Mstep: Class 13 contains 96334 members 
Mstep: Class 14 contains 203419 members 
Mstep: Class 15 contains 10047 members 
Mstep: Class 16 contains 4685 members 
Mstep: Class 17 contains 43585 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11431 members 
Mstep: Class 20 contains 37823 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 157279 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3042 members 
Mstep: Class 26 contains 17878 members 
Mstep: Class 27 contains 37336 members 
Mstep: Class 28 contains 214935 members 
Mstep: Class 29 contains 63837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052336.000000 Penalty: 101497.804688
Iteration 293Q: 30 clusters Score -1.560523e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 177547 members 
Mstep: Class 3 contains 47206 members 
Mstep: Class 4 contains 13783 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 9372 members 
Mstep: Class 7 contains 28743 members 
Mstep: Class 8 contains 6008 members 
Mstep: Class 9 contains 39205 members 
Mstep: Class 10 contains 13546 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 61692 members 
Mstep: Class 13 contains 96342 members 
Mstep: Class 14 contains 203414 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 4685 members 
Mstep: Class 17 contains 43634 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 37828 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 157263 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3043 members 
Mstep: Class 26 contains 17880 members 
Mstep: Class 27 contains 37344 members 
Mstep: Class 28 contains 214884 members 
Mstep: Class 29 contains 63840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052480.000000 Penalty: 101497.804688
Iteration 294Q: 30 clusters Score -1.560525e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 177540 members 
Mstep: Class 3 contains 47184 members 
Mstep: Class 4 contains 13784 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 9370 members 
Mstep: Class 7 contains 28741 members 
Mstep: Class 8 contains 6001 members 
Mstep: Class 9 contains 39211 members 
Mstep: Class 10 contains 13552 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 61688 members 
Mstep: Class 13 contains 96344 members 
Mstep: Class 14 contains 203418 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 43691 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 37822 members 
Mstep: Class 21 contains 12709 members 
Mstep: Class 22 contains 157238 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3044 members 
Mstep: Class 26 contains 17881 members 
Mstep: Class 27 contains 37350 members 
Mstep: Class 28 contains 214834 members 
Mstep: Class 29 contains 63844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052512.000000 Penalty: 101497.804688
Iteration 295Q: 30 clusters Score -1.560525e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 177542 members 
Mstep: Class 3 contains 47168 members 
Mstep: Class 4 contains 13786 members 
Mstep: Class 5 contains 6841 members 
Mstep: Class 6 contains 9365 members 
Mstep: Class 7 contains 28741 members 
Mstep: Class 8 contains 6008 members 
Mstep: Class 9 contains 39211 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 9083 members 
Mstep: Class 12 contains 61689 members 
Mstep: Class 13 contains 96346 members 
Mstep: Class 14 contains 203402 members 
Mstep: Class 15 contains 10046 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 43745 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 37826 members 
Mstep: Class 21 contains 12711 members 
Mstep: Class 22 contains 157221 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3044 members 
Mstep: Class 26 contains 17880 members 
Mstep: Class 27 contains 37353 members 
Mstep: Class 28 contains 214795 members 
Mstep: Class 29 contains 63847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052560.000000 Penalty: 101497.804688
Iteration 296Q: 30 clusters Score -1.560526e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 177543 members 
Mstep: Class 3 contains 47151 members 
Mstep: Class 4 contains 13785 members 
Mstep: Class 5 contains 6860 members 
Mstep: Class 6 contains 9361 members 
Mstep: Class 7 contains 28739 members 
Mstep: Class 8 contains 6010 members 
Mstep: Class 9 contains 39212 members 
Mstep: Class 10 contains 13556 members 
Mstep: Class 11 contains 9084 members 
Mstep: Class 12 contains 61688 members 
Mstep: Class 13 contains 96356 members 
Mstep: Class 14 contains 203396 members 
Mstep: Class 15 contains 10046 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 43789 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 37822 members 
Mstep: Class 21 contains 12711 members 
Mstep: Class 22 contains 157206 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3041 members 
Mstep: Class 26 contains 17878 members 
Mstep: Class 27 contains 37355 members 
Mstep: Class 28 contains 214766 members 
Mstep: Class 29 contains 63848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052464.000000 Penalty: 101497.804688
Iteration 297Q: 30 clusters Score -1.560525e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 177544 members 
Mstep: Class 3 contains 47133 members 
Mstep: Class 4 contains 13784 members 
Mstep: Class 5 contains 6874 members 
Mstep: Class 6 contains 9357 members 
Mstep: Class 7 contains 28738 members 
Mstep: Class 8 contains 6023 members 
Mstep: Class 9 contains 39213 members 
Mstep: Class 10 contains 13556 members 
Mstep: Class 11 contains 9082 members 
Mstep: Class 12 contains 61687 members 
Mstep: Class 13 contains 96366 members 
Mstep: Class 14 contains 203388 members 
Mstep: Class 15 contains 10045 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 43836 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 37823 members 
Mstep: Class 21 contains 12709 members 
Mstep: Class 22 contains 157198 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3038 members 
Mstep: Class 26 contains 17875 members 
Mstep: Class 27 contains 37360 members 
Mstep: Class 28 contains 214730 members 
Mstep: Class 29 contains 63844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052624.000000 Penalty: 101497.804688
Iteration 298Q: 30 clusters Score -1.560526e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 177548 members 
Mstep: Class 3 contains 47109 members 
Mstep: Class 4 contains 13784 members 
Mstep: Class 5 contains 6890 members 
Mstep: Class 6 contains 9349 members 
Mstep: Class 7 contains 28737 members 
Mstep: Class 8 contains 6034 members 
Mstep: Class 9 contains 39213 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 9082 members 
Mstep: Class 12 contains 61690 members 
Mstep: Class 13 contains 96370 members 
Mstep: Class 14 contains 203384 members 
Mstep: Class 15 contains 10046 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 43889 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 37824 members 
Mstep: Class 21 contains 12711 members 
Mstep: Class 22 contains 157182 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3043 members 
Mstep: Class 26 contains 17868 members 
Mstep: Class 27 contains 37370 members 
Mstep: Class 28 contains 214682 members 
Mstep: Class 29 contains 63843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052816.000000 Penalty: 101497.804688
Iteration 299Q: 30 clusters Score -1.560528e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 177540 members 
Mstep: Class 3 contains 47085 members 
Mstep: Class 4 contains 13784 members 
Mstep: Class 5 contains 6902 members 
Mstep: Class 6 contains 9354 members 
Mstep: Class 7 contains 28737 members 
Mstep: Class 8 contains 6041 members 
Mstep: Class 9 contains 39217 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 9081 members 
Mstep: Class 12 contains 61688 members 
Mstep: Class 13 contains 96378 members 
Mstep: Class 14 contains 203386 members 
Mstep: Class 15 contains 10045 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 43938 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 37832 members 
Mstep: Class 21 contains 12713 members 
Mstep: Class 22 contains 157160 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3042 members 
Mstep: Class 26 contains 17865 members 
Mstep: Class 27 contains 37375 members 
Mstep: Class 28 contains 214643 members 
Mstep: Class 29 contains 63844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052784.000000 Penalty: 101497.804688
Iteration 300F: 30 clusters Score -1.560528e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 177546 members 
Mstep: Class 3 contains 47059 members 
Mstep: Class 4 contains 13785 members 
Mstep: Class 5 contains 6922 members 
Mstep: Class 6 contains 9355 members 
Mstep: Class 7 contains 28735 members 
Mstep: Class 8 contains 6043 members 
Mstep: Class 9 contains 39220 members 
Mstep: Class 10 contains 13556 members 
Mstep: Class 11 contains 9080 members 
Mstep: Class 12 contains 61686 members 
Mstep: Class 13 contains 96381 members 
Mstep: Class 14 contains 203376 members 
Mstep: Class 15 contains 10046 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 43984 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 37835 members 
Mstep: Class 21 contains 12716 members 
Mstep: Class 22 contains 157146 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 17864 members 
Mstep: Class 27 contains 37381 members 
Mstep: Class 28 contains 214608 members 
Mstep: Class 29 contains 63844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052880.000000 Penalty: 101497.804688
Iteration 301Q: 30 clusters Score -1.560529e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 177538 members 
Mstep: Class 3 contains 47037 members 
Mstep: Class 4 contains 13787 members 
Mstep: Class 5 contains 6930 members 
Mstep: Class 6 contains 9355 members 
Mstep: Class 7 contains 28733 members 
Mstep: Class 8 contains 6051 members 
Mstep: Class 9 contains 39220 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 9079 members 
Mstep: Class 12 contains 61683 members 
Mstep: Class 13 contains 96380 members 
Mstep: Class 14 contains 203367 members 
Mstep: Class 15 contains 10045 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 44030 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 37836 members 
Mstep: Class 21 contains 12719 members 
Mstep: Class 22 contains 157134 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3043 members 
Mstep: Class 26 contains 17866 members 
Mstep: Class 27 contains 37386 members 
Mstep: Class 28 contains 214584 members 
Mstep: Class 29 contains 63849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053040.000000 Penalty: 101497.804688
Iteration 302Q: 30 clusters Score -1.56053e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 177536 members 
Mstep: Class 3 contains 47025 members 
Mstep: Class 4 contains 13788 members 
Mstep: Class 5 contains 6934 members 
Mstep: Class 6 contains 9353 members 
Mstep: Class 7 contains 28729 members 
Mstep: Class 8 contains 6051 members 
Mstep: Class 9 contains 39223 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61686 members 
Mstep: Class 13 contains 96386 members 
Mstep: Class 14 contains 203355 members 
Mstep: Class 15 contains 10044 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 44076 members 
Mstep: Class 18 contains 5194 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 37833 members 
Mstep: Class 21 contains 12722 members 
Mstep: Class 22 contains 157118 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3045 members 
Mstep: Class 26 contains 17867 members 
Mstep: Class 27 contains 37392 members 
Mstep: Class 28 contains 214559 members 
Mstep: Class 29 contains 63853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053056.000000 Penalty: 101497.804688
Iteration 303Q: 30 clusters Score -1.560531e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 177542 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 13790 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 9351 members 
Mstep: Class 7 contains 28725 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 39226 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 9077 members 
Mstep: Class 12 contains 61685 members 
Mstep: Class 13 contains 96395 members 
Mstep: Class 14 contains 203347 members 
Mstep: Class 15 contains 10043 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 44107 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 37834 members 
Mstep: Class 21 contains 12726 members 
Mstep: Class 22 contains 157106 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 17868 members 
Mstep: Class 27 contains 37395 members 
Mstep: Class 28 contains 214540 members 
Mstep: Class 29 contains 63855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052704.000000 Penalty: 101497.804688
Iteration 304Q: 30 clusters Score -1.560527e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 177538 members 
Mstep: Class 3 contains 46976 members 
Mstep: Class 4 contains 13795 members 
Mstep: Class 5 contains 6942 members 
Mstep: Class 6 contains 9352 members 
Mstep: Class 7 contains 28720 members 
Mstep: Class 8 contains 6060 members 
Mstep: Class 9 contains 39231 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 9077 members 
Mstep: Class 12 contains 61688 members 
Mstep: Class 13 contains 96393 members 
Mstep: Class 14 contains 203359 members 
Mstep: Class 15 contains 10043 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 44142 members 
Mstep: Class 18 contains 5194 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 37829 members 
Mstep: Class 21 contains 12728 members 
Mstep: Class 22 contains 157088 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 17867 members 
Mstep: Class 27 contains 37398 members 
Mstep: Class 28 contains 214520 members 
Mstep: Class 29 contains 63856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052576.000000 Penalty: 101497.804688
Iteration 305Q: 30 clusters Score -1.560526e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 177535 members 
Mstep: Class 3 contains 46950 members 
Mstep: Class 4 contains 13803 members 
Mstep: Class 5 contains 6952 members 
Mstep: Class 6 contains 9350 members 
Mstep: Class 7 contains 28719 members 
Mstep: Class 8 contains 6069 members 
Mstep: Class 9 contains 39235 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 9077 members 
Mstep: Class 12 contains 61695 members 
Mstep: Class 13 contains 96389 members 
Mstep: Class 14 contains 203360 members 
Mstep: Class 15 contains 10043 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 44178 members 
Mstep: Class 18 contains 5194 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 37823 members 
Mstep: Class 21 contains 12727 members 
Mstep: Class 22 contains 157070 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3050 members 
Mstep: Class 26 contains 17867 members 
Mstep: Class 27 contains 37402 members 
Mstep: Class 28 contains 214497 members 
Mstep: Class 29 contains 63859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052544.000000 Penalty: 101497.804688
Iteration 306Q: 30 clusters Score -1.560525e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 177541 members 
Mstep: Class 3 contains 46920 members 
Mstep: Class 4 contains 13813 members 
Mstep: Class 5 contains 6971 members 
Mstep: Class 6 contains 9346 members 
Mstep: Class 7 contains 28716 members 
Mstep: Class 8 contains 6083 members 
Mstep: Class 9 contains 39237 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 9079 members 
Mstep: Class 12 contains 61697 members 
Mstep: Class 13 contains 96380 members 
Mstep: Class 14 contains 203363 members 
Mstep: Class 15 contains 10044 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 44215 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 37821 members 
Mstep: Class 21 contains 12729 members 
Mstep: Class 22 contains 157046 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3050 members 
Mstep: Class 26 contains 17864 members 
Mstep: Class 27 contains 37402 members 
Mstep: Class 28 contains 214479 members 
Mstep: Class 29 contains 63858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052640.000000 Penalty: 101497.804688
Iteration 307Q: 30 clusters Score -1.560526e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 177535 members 
Mstep: Class 3 contains 46911 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 6989 members 
Mstep: Class 6 contains 9342 members 
Mstep: Class 7 contains 28711 members 
Mstep: Class 8 contains 6090 members 
Mstep: Class 9 contains 39239 members 
Mstep: Class 10 contains 13551 members 
Mstep: Class 11 contains 9079 members 
Mstep: Class 12 contains 61699 members 
Mstep: Class 13 contains 96380 members 
Mstep: Class 14 contains 203364 members 
Mstep: Class 15 contains 10044 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 44243 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 37819 members 
Mstep: Class 21 contains 12729 members 
Mstep: Class 22 contains 157028 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3051 members 
Mstep: Class 26 contains 17861 members 
Mstep: Class 27 contains 37404 members 
Mstep: Class 28 contains 214463 members 
Mstep: Class 29 contains 63860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052672.000000 Penalty: 101497.804688
Iteration 308Q: 30 clusters Score -1.560527e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 177534 members 
Mstep: Class 3 contains 46900 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 7006 members 
Mstep: Class 6 contains 9341 members 
Mstep: Class 7 contains 28707 members 
Mstep: Class 8 contains 6095 members 
Mstep: Class 9 contains 39240 members 
Mstep: Class 10 contains 13550 members 
Mstep: Class 11 contains 9079 members 
Mstep: Class 12 contains 61692 members 
Mstep: Class 13 contains 96379 members 
Mstep: Class 14 contains 203377 members 
Mstep: Class 15 contains 10043 members 
Mstep: Class 16 contains 4688 members 
Mstep: Class 17 contains 44258 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 37817 members 
Mstep: Class 21 contains 12731 members 
Mstep: Class 22 contains 157007 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3050 members 
Mstep: Class 26 contains 17859 members 
Mstep: Class 27 contains 37409 members 
Mstep: Class 28 contains 214453 members 
Mstep: Class 29 contains 63861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052656.000000 Penalty: 101497.804688
Iteration 309Q: 30 clusters Score -1.560527e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 177536 members 
Mstep: Class 3 contains 46886 members 
Mstep: Class 4 contains 13828 members 
Mstep: Class 5 contains 7023 members 
Mstep: Class 6 contains 9343 members 
Mstep: Class 7 contains 28702 members 
Mstep: Class 8 contains 6106 members 
Mstep: Class 9 contains 39242 members 
Mstep: Class 10 contains 13551 members 
Mstep: Class 11 contains 9079 members 
Mstep: Class 12 contains 61690 members 
Mstep: Class 13 contains 96375 members 
Mstep: Class 14 contains 203396 members 
Mstep: Class 15 contains 10040 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44277 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 37814 members 
Mstep: Class 21 contains 12731 members 
Mstep: Class 22 contains 156987 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 17858 members 
Mstep: Class 27 contains 37411 members 
Mstep: Class 28 contains 214432 members 
Mstep: Class 29 contains 63857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052400.000000 Penalty: 101497.804688
Iteration 310Q: 30 clusters Score -1.560524e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 177531 members 
Mstep: Class 3 contains 46870 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 7034 members 
Mstep: Class 6 contains 9340 members 
Mstep: Class 7 contains 28699 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 39245 members 
Mstep: Class 10 contains 13552 members 
Mstep: Class 11 contains 9079 members 
Mstep: Class 12 contains 61693 members 
Mstep: Class 13 contains 96375 members 
Mstep: Class 14 contains 203410 members 
Mstep: Class 15 contains 10039 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44294 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11431 members 
Mstep: Class 20 contains 37813 members 
Mstep: Class 21 contains 12731 members 
Mstep: Class 22 contains 156972 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 17857 members 
Mstep: Class 27 contains 37411 members 
Mstep: Class 28 contains 214417 members 
Mstep: Class 29 contains 63856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052544.000000 Penalty: 101497.804688
Iteration 311Q: 30 clusters Score -1.560525e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 177534 members 
Mstep: Class 3 contains 46845 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 7045 members 
Mstep: Class 6 contains 9340 members 
Mstep: Class 7 contains 28695 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 39248 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 9080 members 
Mstep: Class 12 contains 61693 members 
Mstep: Class 13 contains 96369 members 
Mstep: Class 14 contains 203427 members 
Mstep: Class 15 contains 10039 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44312 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11431 members 
Mstep: Class 20 contains 37814 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 156962 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 17857 members 
Mstep: Class 27 contains 37410 members 
Mstep: Class 28 contains 214402 members 
Mstep: Class 29 contains 63855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052656.000000 Penalty: 101497.804688
Iteration 312Q: 30 clusters Score -1.560527e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 177534 members 
Mstep: Class 3 contains 46826 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 7051 members 
Mstep: Class 6 contains 9334 members 
Mstep: Class 7 contains 28694 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 39247 members 
Mstep: Class 10 contains 13548 members 
Mstep: Class 11 contains 9080 members 
Mstep: Class 12 contains 61692 members 
Mstep: Class 13 contains 96364 members 
Mstep: Class 14 contains 203442 members 
Mstep: Class 15 contains 10039 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44331 members 
Mstep: Class 18 contains 5190 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 37817 members 
Mstep: Class 21 contains 12738 members 
Mstep: Class 22 contains 156948 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 17857 members 
Mstep: Class 27 contains 37411 members 
Mstep: Class 28 contains 214398 members 
Mstep: Class 29 contains 63855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052624.000000 Penalty: 101497.804688
Iteration 313Q: 30 clusters Score -1.560526e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 177538 members 
Mstep: Class 3 contains 46816 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 7050 members 
Mstep: Class 6 contains 9336 members 
Mstep: Class 7 contains 28694 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 39247 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 9079 members 
Mstep: Class 12 contains 61688 members 
Mstep: Class 13 contains 96361 members 
Mstep: Class 14 contains 203442 members 
Mstep: Class 15 contains 10039 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44352 members 
Mstep: Class 18 contains 5189 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 37818 members 
Mstep: Class 21 contains 12739 members 
Mstep: Class 22 contains 156941 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 17857 members 
Mstep: Class 27 contains 37414 members 
Mstep: Class 28 contains 214381 members 
Mstep: Class 29 contains 63854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052736.000000 Penalty: 101497.804688
Iteration 314Q: 30 clusters Score -1.560527e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 177545 members 
Mstep: Class 3 contains 46803 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 7050 members 
Mstep: Class 6 contains 9337 members 
Mstep: Class 7 contains 28694 members 
Mstep: Class 8 contains 6148 members 
Mstep: Class 9 contains 39248 members 
Mstep: Class 10 contains 13546 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61688 members 
Mstep: Class 13 contains 96354 members 
Mstep: Class 14 contains 203443 members 
Mstep: Class 15 contains 10039 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44375 members 
Mstep: Class 18 contains 5189 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 37818 members 
Mstep: Class 21 contains 12741 members 
Mstep: Class 22 contains 156935 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 17857 members 
Mstep: Class 27 contains 37414 members 
Mstep: Class 28 contains 214362 members 
Mstep: Class 29 contains 63856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052752.000000 Penalty: 101497.804688
Iteration 315Q: 30 clusters Score -1.560528e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 177543 members 
Mstep: Class 3 contains 46791 members 
Mstep: Class 4 contains 13838 members 
Mstep: Class 5 contains 7050 members 
Mstep: Class 6 contains 9338 members 
Mstep: Class 7 contains 28694 members 
Mstep: Class 8 contains 6147 members 
Mstep: Class 9 contains 39247 members 
Mstep: Class 10 contains 13546 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61686 members 
Mstep: Class 13 contains 96355 members 
Mstep: Class 14 contains 203448 members 
Mstep: Class 15 contains 10040 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44401 members 
Mstep: Class 18 contains 5189 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 37822 members 
Mstep: Class 21 contains 12744 members 
Mstep: Class 22 contains 156925 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3045 members 
Mstep: Class 26 contains 17855 members 
Mstep: Class 27 contains 37420 members 
Mstep: Class 28 contains 214343 members 
Mstep: Class 29 contains 63858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052720.000000 Penalty: 101497.804688
Iteration 316Q: 30 clusters Score -1.560527e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 177549 members 
Mstep: Class 3 contains 46779 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 7050 members 
Mstep: Class 6 contains 9335 members 
Mstep: Class 7 contains 28691 members 
Mstep: Class 8 contains 6154 members 
Mstep: Class 9 contains 39247 members 
Mstep: Class 10 contains 13545 members 
Mstep: Class 11 contains 9077 members 
Mstep: Class 12 contains 61687 members 
Mstep: Class 13 contains 96350 members 
Mstep: Class 14 contains 203446 members 
Mstep: Class 15 contains 10041 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44434 members 
Mstep: Class 18 contains 5189 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 37825 members 
Mstep: Class 21 contains 12744 members 
Mstep: Class 22 contains 156912 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 17852 members 
Mstep: Class 27 contains 37421 members 
Mstep: Class 28 contains 214328 members 
Mstep: Class 29 contains 63861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052800.000000 Penalty: 101497.804688
Iteration 317Q: 30 clusters Score -1.560528e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 177546 members 
Mstep: Class 3 contains 46766 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 7050 members 
Mstep: Class 6 contains 9331 members 
Mstep: Class 7 contains 28686 members 
Mstep: Class 8 contains 6171 members 
Mstep: Class 9 contains 39249 members 
Mstep: Class 10 contains 13547 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61687 members 
Mstep: Class 13 contains 96339 members 
Mstep: Class 14 contains 203447 members 
Mstep: Class 15 contains 10041 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44462 members 
Mstep: Class 18 contains 5189 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 37825 members 
Mstep: Class 21 contains 12743 members 
Mstep: Class 22 contains 156902 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 17852 members 
Mstep: Class 27 contains 37422 members 
Mstep: Class 28 contains 214321 members 
Mstep: Class 29 contains 63865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052720.000000 Penalty: 101497.804688
Iteration 318Q: 30 clusters Score -1.560527e+08 nChanged 156
Entering ConstructFrom: 
Score: -156052720.000000 Penalty: 101497.804688
Entering ConstructFrom: 
Trying to split cluster 1 (8327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Entering Unmasked Estep 
Score: -981514.062500 Penalty: 2238.760254
	Iteration 0F: 2 clusters Score -981514.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -974937.812500 Penalty: 4477.520508
	Iteration 0F: 3 clusters Score -974937.8 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -976699.937500 Penalty: 4477.520508
	Iteration 1F: 3 clusters Score -976699.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -976972.687500 Penalty: 4477.520508
	Iteration 2F: 3 clusters Score -976972.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -977161.250000 Penalty: 4477.520508
	Iteration 3Q: 3 clusters Score -977161.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -977286.812500 Penalty: 4477.520508
	Iteration 4Q: 3 clusters Score -977286.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -977383.437500 Penalty: 4477.520508
	Iteration 5Q: 3 clusters Score -977383.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -977464.187500 Penalty: 4477.520508
	Iteration 6Q: 3 clusters Score -977464.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -977521.625000 Penalty: 4477.520508
	Iteration 7Q: 3 clusters Score -977521.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -977564.937500 Penalty: 4477.520508
	Iteration 8Q: 3 clusters Score -977564.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -977621.250000 Penalty: 4477.520508
	Iteration 9Q: 3 clusters Score -977621.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -977684.937500 Penalty: 4477.520508
	Iteration 10Q: 3 clusters Score -977684.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -977748.187500 Penalty: 4477.520508
	Iteration 11Q: 3 clusters Score -977748.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -977811.062500 Penalty: 4477.520508
	Iteration 12Q: 3 clusters Score -977811.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -977879.750000 Penalty: 4477.520508
	Iteration 13Q: 3 clusters Score -977879.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -977940.687500 Penalty: 4477.520508
	Iteration 14Q: 3 clusters Score -977940.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -978013.062500 Penalty: 4477.520508
	Iteration 15Q: 3 clusters Score -978013.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -978103.875000 Penalty: 4477.520508
	Iteration 16Q: 3 clusters Score -978103.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -978190.125000 Penalty: 4477.520508
	Iteration 17Q: 3 clusters Score -978190.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -978272.625000 Penalty: 4477.520508
	Iteration 18Q: 3 clusters Score -978272.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -978369.875000 Penalty: 4477.520508
	Iteration 19Q: 3 clusters Score -978369.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -978460.562500 Penalty: 4477.520508
	Iteration 20F: 3 clusters Score -978460.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -978551.937500 Penalty: 4477.520508
	Iteration 21Q: 3 clusters Score -978551.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -978649.750000 Penalty: 4477.520508
	Iteration 22Q: 3 clusters Score -978649.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -978749.312500 Penalty: 4477.520508
	Iteration 23Q: 3 clusters Score -978749.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -978844.687500 Penalty: 4477.520508
	Iteration 24Q: 3 clusters Score -978844.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -978941.500000 Penalty: 4477.520508
	Iteration 25Q: 3 clusters Score -978941.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -979023.812500 Penalty: 4477.520508
	Iteration 26Q: 3 clusters Score -979023.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -979104.000000 Penalty: 4477.520508
	Iteration 27Q: 3 clusters Score -979104 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -979176.375000 Penalty: 4477.520508
	Iteration 28Q: 3 clusters Score -979176.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -979251.500000 Penalty: 4477.520508
	Iteration 29Q: 3 clusters Score -979251.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -979333.437500 Penalty: 4477.520508
	Iteration 30Q: 3 clusters Score -979333.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -979409.187500 Penalty: 4477.520508
	Iteration 31Q: 3 clusters Score -979409.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -979473.500000 Penalty: 4477.520508
	Iteration 32Q: 3 clusters Score -979473.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -979520.812500 Penalty: 4477.520508
	Iteration 33Q: 3 clusters Score -979520.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -979553.937500 Penalty: 4477.520508
	Iteration 34Q: 3 clusters Score -979553.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -979586.187500 Penalty: 4477.520508
	Iteration 35Q: 3 clusters Score -979586.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -979611.187500 Penalty: 4477.520508
	Iteration 36Q: 3 clusters Score -979611.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -979631.812500 Penalty: 4477.520508
	Iteration 37Q: 3 clusters Score -979631.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -979644.437500 Penalty: 4477.520508
	Iteration 38Q: 3 clusters Score -979644.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -979652.000000 Penalty: 4477.520508
	Iteration 39Q: 3 clusters Score -979652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -979661.125000 Penalty: 4477.520508
	Iteration 40F: 3 clusters Score -979661.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -979671.562500 Penalty: 4477.520508
	Iteration 41Q: 3 clusters Score -979671.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -979680.812500 Penalty: 4477.520508
	Iteration 42Q: 3 clusters Score -979680.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -979684.750000 Penalty: 4477.520508
	Iteration 43Q: 3 clusters Score -979684.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -979691.687500 Penalty: 4477.520508
	Iteration 44Q: 3 clusters Score -979691.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -979696.812500 Penalty: 4477.520508
	Iteration 45Q: 3 clusters Score -979696.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -979700.562500 Penalty: 4477.520508
	Iteration 46Q: 3 clusters Score -979700.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -979708.250000 Penalty: 4477.520508
	Iteration 47Q: 3 clusters Score -979708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -979709.000000 Penalty: 4477.520508
	Iteration 48Q: 3 clusters Score -979709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -979710.625000 Penalty: 4477.520508
	Iteration 49Q: 3 clusters Score -979710.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -979711.812500 Penalty: 4477.520508
	Iteration 50Q: 3 clusters Score -979711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -979712.687500 Penalty: 4477.520508
	Iteration 51Q: 3 clusters Score -979712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -979714.625000 Penalty: 4477.520508
	Iteration 52Q: 3 clusters Score -979714.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -979714.250000 Penalty: 4477.520508
	Iteration 53Q: 3 clusters Score -979714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -979716.687500 Penalty: 4477.520508
	Iteration 54Q: 3 clusters Score -979716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -979718.125000 Penalty: 4477.520508
	Iteration 55Q: 3 clusters Score -979718.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -979718.125000 Penalty: 4477.520508
	Iteration 56F: 3 clusters Score -979718.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (177547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177547 members 
Entering Unmasked Estep 
Score: -21232536.000000 Penalty: 2997.573730
	Iteration 0F: 2 clusters Score -2.123254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88886 members 
Mstep: Class 2 contains 88661 members 
Entering Unmasked Estep 
Score: -21121510.000000 Penalty: 5995.147461
	Iteration 0F: 3 clusters Score -2.112151e+07 nChanged 84980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 87607 members 
Entering Unmasked Estep 
Score: -21171030.000000 Penalty: 5995.147461
	Iteration 1F: 3 clusters Score -2.117103e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90296 members 
Mstep: Class 2 contains 87251 members 
Entering Unmasked Estep 
Score: -21171920.000000 Penalty: 5995.147461
	Iteration 2Q: 3 clusters Score -2.117192e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 86744 members 
Entering Unmasked Estep 
Score: -21172724.000000 Penalty: 5995.147461
	Iteration 3Q: 3 clusters Score -2.117272e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
Score: -21173742.000000 Penalty: 5995.147461
	Iteration 4Q: 3 clusters Score -2.117374e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 84861 members 
Entering Unmasked Estep 
Score: -21175144.000000 Penalty: 5995.147461
	Iteration 5Q: 3 clusters Score -2.117514e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
Score: -21177266.000000 Penalty: 5995.147461
	Iteration 6Q: 3 clusters Score -2.117727e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96522 members 
Mstep: Class 2 contains 81025 members 
Entering Unmasked Estep 
Score: -21180346.000000 Penalty: 5995.147461
	Iteration 7Q: 3 clusters Score -2.118035e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -21184326.000000 Penalty: 5995.147461
	Iteration 8Q: 3 clusters Score -2.118433e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103568 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -21189420.000000 Penalty: 5995.147461
	Iteration 9F: 3 clusters Score -2.118942e+07 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108127 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -21194580.000000 Penalty: 5995.147461
	Iteration 10F: 3 clusters Score -2.119458e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113102 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -21199492.000000 Penalty: 5995.147461
	Iteration 11F: 3 clusters Score -2.119949e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118094 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -21203958.000000 Penalty: 5995.147461
	Iteration 12Q: 3 clusters Score -2.120396e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122864 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -21208126.000000 Penalty: 5995.147461
	Iteration 13Q: 3 clusters Score -2.120813e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127098 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -21211590.000000 Penalty: 5995.147461
	Iteration 14Q: 3 clusters Score -2.121159e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130841 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -21214774.000000 Penalty: 5995.147461
	Iteration 15Q: 3 clusters Score -2.121477e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134150 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -21216864.000000 Penalty: 5995.147461
	Iteration 16Q: 3 clusters Score -2.121686e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137131 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -21218774.000000 Penalty: 5995.147461
	Iteration 17Q: 3 clusters Score -2.121877e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140057 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -21220290.000000 Penalty: 5995.147461
	Iteration 18Q: 3 clusters Score -2.122029e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142857 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -21221334.000000 Penalty: 5995.147461
	Iteration 19Q: 3 clusters Score -2.122133e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145447 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -21222406.000000 Penalty: 5995.147461
	Iteration 20F: 3 clusters Score -2.122241e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147969 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -21223272.000000 Penalty: 5995.147461
	Iteration 21Q: 3 clusters Score -2.122327e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150345 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -21223908.000000 Penalty: 5995.147461
	Iteration 22Q: 3 clusters Score -2.122391e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152536 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -21224700.000000 Penalty: 5995.147461
	Iteration 23Q: 3 clusters Score -2.12247e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154526 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -21225268.000000 Penalty: 5995.147461
	Iteration 24Q: 3 clusters Score -2.122527e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156330 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -21225844.000000 Penalty: 5995.147461
	Iteration 25Q: 3 clusters Score -2.122584e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157930 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -21226356.000000 Penalty: 5995.147461
	Iteration 26Q: 3 clusters Score -2.122636e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159372 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -21226816.000000 Penalty: 5995.147461
	Iteration 27Q: 3 clusters Score -2.122682e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160645 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -21227238.000000 Penalty: 5995.147461
	Iteration 28Q: 3 clusters Score -2.122724e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161766 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -21227628.000000 Penalty: 5995.147461
	Iteration 29Q: 3 clusters Score -2.122763e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162757 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -21227982.000000 Penalty: 5995.147461
	Iteration 30Q: 3 clusters Score -2.122798e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163681 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -21228202.000000 Penalty: 5995.147461
	Iteration 31Q: 3 clusters Score -2.12282e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164446 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -21228452.000000 Penalty: 5995.147461
	Iteration 32Q: 3 clusters Score -2.122845e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165116 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -21228652.000000 Penalty: 5995.147461
	Iteration 33Q: 3 clusters Score -2.122865e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165732 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -21228726.000000 Penalty: 5995.147461
	Iteration 34Q: 3 clusters Score -2.122873e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166272 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -21228864.000000 Penalty: 5995.147461
	Iteration 35Q: 3 clusters Score -2.122886e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166798 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -21229014.000000 Penalty: 5995.147461
	Iteration 36Q: 3 clusters Score -2.122901e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167284 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -21229092.000000 Penalty: 5995.147461
	Iteration 37Q: 3 clusters Score -2.122909e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167746 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -21229228.000000 Penalty: 5995.147461
	Iteration 38Q: 3 clusters Score -2.122923e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168189 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -21229302.000000 Penalty: 5995.147461
	Iteration 39Q: 3 clusters Score -2.12293e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168609 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -21229428.000000 Penalty: 5995.147461
	Iteration 40F: 3 clusters Score -2.122943e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169003 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -21229488.000000 Penalty: 5995.147461
	Iteration 41Q: 3 clusters Score -2.122949e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169390 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -21229542.000000 Penalty: 5995.147461
	Iteration 42Q: 3 clusters Score -2.122954e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169748 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -21229538.000000 Penalty: 5995.147461
	Iteration 43Q: 3 clusters Score -2.122954e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170086 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -21229636.000000 Penalty: 5995.147461
	Iteration 44Q: 3 clusters Score -2.122964e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170391 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -21229678.000000 Penalty: 5995.147461
	Iteration 45Q: 3 clusters Score -2.122968e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170685 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -21229666.000000 Penalty: 5995.147461
	Iteration 46Q: 3 clusters Score -2.122967e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170951 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -21229738.000000 Penalty: 5995.147461
	Iteration 47Q: 3 clusters Score -2.122974e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171194 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -21229704.000000 Penalty: 5995.147461
	Iteration 48Q: 3 clusters Score -2.12297e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171417 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -21229658.000000 Penalty: 5995.147461
	Iteration 49Q: 3 clusters Score -2.122966e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171647 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -21229700.000000 Penalty: 5995.147461
	Iteration 50Q: 3 clusters Score -2.12297e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171849 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -21229740.000000 Penalty: 5995.147461
	Iteration 51Q: 3 clusters Score -2.122974e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172049 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -21229738.000000 Penalty: 5995.147461
	Iteration 52Q: 3 clusters Score -2.122974e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172233 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -21229796.000000 Penalty: 5995.147461
	Iteration 53Q: 3 clusters Score -2.12298e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172383 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -21229772.000000 Penalty: 5995.147461
	Iteration 54Q: 3 clusters Score -2.122977e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172528 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -21229738.000000 Penalty: 5995.147461
	Iteration 55Q: 3 clusters Score -2.122974e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172660 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -21229772.000000 Penalty: 5995.147461
	Iteration 56Q: 3 clusters Score -2.122977e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172791 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -21229756.000000 Penalty: 5995.147461
	Iteration 57Q: 3 clusters Score -2.122976e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172910 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -21229786.000000 Penalty: 5995.147461
	Iteration 58Q: 3 clusters Score -2.122979e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173022 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -21229772.000000 Penalty: 5995.147461
	Iteration 59Q: 3 clusters Score -2.122977e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173141 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -21229736.000000 Penalty: 5995.147461
	Iteration 60F: 3 clusters Score -2.122974e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173263 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -21229770.000000 Penalty: 5995.147461
	Iteration 61Q: 3 clusters Score -2.122977e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173369 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -21229798.000000 Penalty: 5995.147461
	Iteration 62Q: 3 clusters Score -2.12298e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173485 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -21229824.000000 Penalty: 5995.147461
	Iteration 63Q: 3 clusters Score -2.122982e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173608 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -21229802.000000 Penalty: 5995.147461
	Iteration 64Q: 3 clusters Score -2.12298e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173724 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -21229812.000000 Penalty: 5995.147461
	Iteration 65Q: 3 clusters Score -2.122981e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173831 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -21229804.000000 Penalty: 5995.147461
	Iteration 66Q: 3 clusters Score -2.12298e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173930 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -21229844.000000 Penalty: 5995.147461
	Iteration 67Q: 3 clusters Score -2.122984e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174014 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -21229862.000000 Penalty: 5995.147461
	Iteration 68Q: 3 clusters Score -2.122986e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174088 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -21229862.000000 Penalty: 5995.147461
	Iteration 69Q: 3 clusters Score -2.122986e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174168 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -21229840.000000 Penalty: 5995.147461
	Iteration 70Q: 3 clusters Score -2.122984e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174254 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -21229840.000000 Penalty: 5995.147461
	Iteration 71Q: 3 clusters Score -2.122984e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174340 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -21229878.000000 Penalty: 5995.147461
	Iteration 72Q: 3 clusters Score -2.122988e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174422 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -21229906.000000 Penalty: 5995.147461
	Iteration 73Q: 3 clusters Score -2.122991e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174504 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -21229920.000000 Penalty: 5995.147461
	Iteration 74Q: 3 clusters Score -2.122992e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174584 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -21229908.000000 Penalty: 5995.147461
	Iteration 75Q: 3 clusters Score -2.122991e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174677 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -21229920.000000 Penalty: 5995.147461
	Iteration 76Q: 3 clusters Score -2.122992e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174746 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -21229942.000000 Penalty: 5995.147461
	Iteration 77Q: 3 clusters Score -2.122994e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174816 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -21229964.000000 Penalty: 5995.147461
	Iteration 78Q: 3 clusters Score -2.122996e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174874 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -21229952.000000 Penalty: 5995.147461
	Iteration 79Q: 3 clusters Score -2.122995e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174935 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -21229946.000000 Penalty: 5995.147461
	Iteration 80F: 3 clusters Score -2.122995e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174996 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -21229976.000000 Penalty: 5995.147461
	Iteration 81Q: 3 clusters Score -2.122998e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175058 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -21230004.000000 Penalty: 5995.147461
	Iteration 82Q: 3 clusters Score -2.123e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175120 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -21229998.000000 Penalty: 5995.147461
	Iteration 83Q: 3 clusters Score -2.123e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175183 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -21230004.000000 Penalty: 5995.147461
	Iteration 84Q: 3 clusters Score -2.123e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175228 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -21230024.000000 Penalty: 5995.147461
	Iteration 85Q: 3 clusters Score -2.123002e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175264 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -21230024.000000 Penalty: 5995.147461
	Iteration 86Q: 3 clusters Score -2.123002e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175294 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -21230052.000000 Penalty: 5995.147461
	Iteration 87Q: 3 clusters Score -2.123005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175308 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -21230048.000000 Penalty: 5995.147461
	Iteration 88Q: 3 clusters Score -2.123005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175327 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -21230052.000000 Penalty: 5995.147461
	Iteration 89Q: 3 clusters Score -2.123005e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175347 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -21230042.000000 Penalty: 5995.147461
	Iteration 90Q: 3 clusters Score -2.123004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175362 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -21230062.000000 Penalty: 5995.147461
	Iteration 91Q: 3 clusters Score -2.123006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175372 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -21230062.000000 Penalty: 5995.147461
	Iteration 92Q: 3 clusters Score -2.123006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175387 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -21230028.000000 Penalty: 5995.147461
	Iteration 93Q: 3 clusters Score -2.123003e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175403 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -21230024.000000 Penalty: 5995.147461
	Iteration 94Q: 3 clusters Score -2.123002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175418 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -21230026.000000 Penalty: 5995.147461
	Iteration 95Q: 3 clusters Score -2.123003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175431 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -21230042.000000 Penalty: 5995.147461
	Iteration 96Q: 3 clusters Score -2.123004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175442 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -21230058.000000 Penalty: 5995.147461
	Iteration 97Q: 3 clusters Score -2.123006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175455 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -21230046.000000 Penalty: 5995.147461
	Iteration 98Q: 3 clusters Score -2.123005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175464 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -21230054.000000 Penalty: 5995.147461
	Iteration 99Q: 3 clusters Score -2.123005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -21230040.000000 Penalty: 5995.147461
	Iteration 100F: 3 clusters Score -2.123004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175475 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -21230038.000000 Penalty: 5995.147461
	Iteration 101Q: 3 clusters Score -2.123004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175481 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -21230030.000000 Penalty: 5995.147461
	Iteration 102Q: 3 clusters Score -2.123003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175491 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -21230018.000000 Penalty: 5995.147461
	Iteration 103Q: 3 clusters Score -2.123002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -21230014.000000 Penalty: 5995.147461
	Iteration 104Q: 3 clusters Score -2.123001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175518 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -21230026.000000 Penalty: 5995.147461
	Iteration 105Q: 3 clusters Score -2.123003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175529 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -21230044.000000 Penalty: 5995.147461
	Iteration 106Q: 3 clusters Score -2.123004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175539 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -21230028.000000 Penalty: 5995.147461
	Iteration 107Q: 3 clusters Score -2.123003e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175551 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -21230026.000000 Penalty: 5995.147461
	Iteration 108Q: 3 clusters Score -2.123003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175559 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -21230042.000000 Penalty: 5995.147461
	Iteration 109Q: 3 clusters Score -2.123004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175569 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -21230032.000000 Penalty: 5995.147461
	Iteration 110Q: 3 clusters Score -2.123003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175574 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -21230026.000000 Penalty: 5995.147461
	Iteration 111Q: 3 clusters Score -2.123003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175584 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -21230024.000000 Penalty: 5995.147461
	Iteration 112Q: 3 clusters Score -2.123002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175597 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -21230036.000000 Penalty: 5995.147461
	Iteration 113Q: 3 clusters Score -2.123004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175604 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -21230048.000000 Penalty: 5995.147461
	Iteration 114Q: 3 clusters Score -2.123005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175609 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -21230046.000000 Penalty: 5995.147461
	Iteration 115Q: 3 clusters Score -2.123005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175611 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -21230050.000000 Penalty: 5995.147461
	Iteration 116Q: 3 clusters Score -2.123005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175616 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -21230058.000000 Penalty: 5995.147461
	Iteration 117Q: 3 clusters Score -2.123006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175622 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -21230054.000000 Penalty: 5995.147461
	Iteration 118Q: 3 clusters Score -2.123005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175623 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -21230060.000000 Penalty: 5995.147461
	Iteration 119Q: 3 clusters Score -2.123006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175628 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -21230068.000000 Penalty: 5995.147461
	Iteration 120F: 3 clusters Score -2.123007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175634 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -21230066.000000 Penalty: 5995.147461
	Iteration 121Q: 3 clusters Score -2.123007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175636 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -21230048.000000 Penalty: 5995.147461
	Iteration 122Q: 3 clusters Score -2.123005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175637 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -21230062.000000 Penalty: 5995.147461
	Iteration 123Q: 3 clusters Score -2.123006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175640 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -21230056.000000 Penalty: 5995.147461
	Iteration 124Q: 3 clusters Score -2.123006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175642 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -21230062.000000 Penalty: 5995.147461
	Iteration 125Q: 3 clusters Score -2.123006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175645 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -21230060.000000 Penalty: 5995.147461
	Iteration 126Q: 3 clusters Score -2.123006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175647 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -21230054.000000 Penalty: 5995.147461
	Iteration 127Q: 3 clusters Score -2.123005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175652 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -21230052.000000 Penalty: 5995.147461
	Iteration 128Q: 3 clusters Score -2.123005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175660 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -21230048.000000 Penalty: 5995.147461
	Iteration 129Q: 3 clusters Score -2.123005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175671 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -21230056.000000 Penalty: 5995.147461
	Iteration 130Q: 3 clusters Score -2.123006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175675 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -21230054.000000 Penalty: 5995.147461
	Iteration 131Q: 3 clusters Score -2.123005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175682 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -21230052.000000 Penalty: 5995.147461
	Iteration 132Q: 3 clusters Score -2.123005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175688 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -21230058.000000 Penalty: 5995.147461
	Iteration 133Q: 3 clusters Score -2.123006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175691 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -21230052.000000 Penalty: 5995.147461
	Iteration 134Q: 3 clusters Score -2.123005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -21230044.000000 Penalty: 5995.147461
	Iteration 135Q: 3 clusters Score -2.123004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175698 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -21230034.000000 Penalty: 5995.147461
	Iteration 136Q: 3 clusters Score -2.123003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -21230040.000000 Penalty: 5995.147461
	Iteration 137Q: 3 clusters Score -2.123004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175700 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -21230044.000000 Penalty: 5995.147461
	Iteration 138Q: 3 clusters Score -2.123004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175700 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -21230044.000000 Penalty: 5995.147461
	Iteration 139F: 3 clusters Score -2.123004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Entering Unmasked Estep 
Score: -5554044.500000 Penalty: 2666.621338
	Iteration 0F: 2 clusters Score -5554044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -5522602.000000 Penalty: 5333.242676
	Iteration 0F: 3 clusters Score -5522602 nChanged 21462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -5534770.000000 Penalty: 5333.242676
	Iteration 1F: 3 clusters Score -5534770 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -5535589.500000 Penalty: 5333.242676
	Iteration 2Q: 3 clusters Score -5535590 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -5536334.500000 Penalty: 5333.242676
	Iteration 3Q: 3 clusters Score -5536334 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -5537264.000000 Penalty: 5333.242676
	Iteration 4Q: 3 clusters Score -5537264 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -5538354.000000 Penalty: 5333.242676
	Iteration 5Q: 3 clusters Score -5538354 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -5539697.000000 Penalty: 5333.242676
	Iteration 6Q: 3 clusters Score -5539697 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -5541233.500000 Penalty: 5333.242676
	Iteration 7F: 3 clusters Score -5541234 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -5542819.000000 Penalty: 5333.242676
	Iteration 8F: 3 clusters Score -5542819 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -5544174.500000 Penalty: 5333.242676
	Iteration 9Q: 3 clusters Score -5544174 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -5545162.000000 Penalty: 5333.242676
	Iteration 10Q: 3 clusters Score -5545162 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -5545726.500000 Penalty: 5333.242676
	Iteration 11Q: 3 clusters Score -5545726 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -5546141.000000 Penalty: 5333.242676
	Iteration 12Q: 3 clusters Score -5546141 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -5546392.500000 Penalty: 5333.242676
	Iteration 13Q: 3 clusters Score -5546392 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -5546624.500000 Penalty: 5333.242676
	Iteration 14Q: 3 clusters Score -5546624 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -5546851.500000 Penalty: 5333.242676
	Iteration 15Q: 3 clusters Score -5546852 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -5547064.500000 Penalty: 5333.242676
	Iteration 16Q: 3 clusters Score -5547064 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -5547312.000000 Penalty: 5333.242676
	Iteration 17Q: 3 clusters Score -5547312 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -5547581.000000 Penalty: 5333.242676
	Iteration 18Q: 3 clusters Score -5547581 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -5547918.500000 Penalty: 5333.242676
	Iteration 19Q: 3 clusters Score -5547918 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -5548269.500000 Penalty: 5333.242676
	Iteration 20F: 3 clusters Score -5548270 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -5548643.500000 Penalty: 5333.242676
	Iteration 21Q: 3 clusters Score -5548644 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -5549034.500000 Penalty: 5333.242676
	Iteration 22Q: 3 clusters Score -5549034 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -5549483.500000 Penalty: 5333.242676
	Iteration 23Q: 3 clusters Score -5549484 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -5549847.000000 Penalty: 5333.242676
	Iteration 24Q: 3 clusters Score -5549847 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5550187.500000 Penalty: 5333.242676
	Iteration 25Q: 3 clusters Score -5550188 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -5550486.500000 Penalty: 5333.242676
	Iteration 26Q: 3 clusters Score -5550486 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5550749.500000 Penalty: 5333.242676
	Iteration 27Q: 3 clusters Score -5550750 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5550956.500000 Penalty: 5333.242676
	Iteration 28Q: 3 clusters Score -5550956 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5551121.500000 Penalty: 5333.242676
	Iteration 29Q: 3 clusters Score -5551122 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5551249.500000 Penalty: 5333.242676
	Iteration 30Q: 3 clusters Score -5551250 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5551364.500000 Penalty: 5333.242676
	Iteration 31Q: 3 clusters Score -5551364 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5551436.500000 Penalty: 5333.242676
	Iteration 32Q: 3 clusters Score -5551436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5551486.500000 Penalty: 5333.242676
	Iteration 33Q: 3 clusters Score -5551486 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5551539.000000 Penalty: 5333.242676
	Iteration 34Q: 3 clusters Score -5551539 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5551574.000000 Penalty: 5333.242676
	Iteration 35Q: 3 clusters Score -5551574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5551606.000000 Penalty: 5333.242676
	Iteration 36Q: 3 clusters Score -5551606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5551631.000000 Penalty: 5333.242676
	Iteration 37Q: 3 clusters Score -5551631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5551645.500000 Penalty: 5333.242676
	Iteration 38Q: 3 clusters Score -5551646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5551658.500000 Penalty: 5333.242676
	Iteration 39Q: 3 clusters Score -5551658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5551675.000000 Penalty: 5333.242676
	Iteration 40F: 3 clusters Score -5551675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5551692.000000 Penalty: 5333.242676
	Iteration 41Q: 3 clusters Score -5551692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5551703.000000 Penalty: 5333.242676
	Iteration 42Q: 3 clusters Score -5551703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5551714.000000 Penalty: 5333.242676
	Iteration 43Q: 3 clusters Score -5551714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5551730.500000 Penalty: 5333.242676
	Iteration 44Q: 3 clusters Score -5551730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5551737.500000 Penalty: 5333.242676
	Iteration 45Q: 3 clusters Score -5551738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5551747.000000 Penalty: 5333.242676
	Iteration 46Q: 3 clusters Score -5551747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5551752.500000 Penalty: 5333.242676
	Iteration 47Q: 3 clusters Score -5551752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5551754.500000 Penalty: 5333.242676
	Iteration 48Q: 3 clusters Score -5551754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5551768.500000 Penalty: 5333.242676
	Iteration 49Q: 3 clusters Score -5551768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5551771.000000 Penalty: 5333.242676
	Iteration 50Q: 3 clusters Score -5551771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5551775.500000 Penalty: 5333.242676
	Iteration 51Q: 3 clusters Score -5551776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5551780.500000 Penalty: 5333.242676
	Iteration 52Q: 3 clusters Score -5551780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5551788.000000 Penalty: 5333.242676
	Iteration 53Q: 3 clusters Score -5551788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5551787.500000 Penalty: 5333.242676
	Iteration 54Q: 3 clusters Score -5551788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5551791.000000 Penalty: 5333.242676
	Iteration 55Q: 3 clusters Score -5551791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5551794.500000 Penalty: 5333.242676
	Iteration 56Q: 3 clusters Score -5551794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5551794.500000 Penalty: 5333.242676
	Iteration 57F: 3 clusters Score -5551794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Entering Unmasked Estep 
Score: -1623463.375000 Penalty: 2364.759033
	Iteration 0F: 2 clusters Score -1623463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1613404.750000 Penalty: 4729.518066
	Iteration 0F: 3 clusters Score -1613405 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1616643.625000 Penalty: 4729.518066
	Iteration 1F: 3 clusters Score -1616644 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1617036.250000 Penalty: 4729.518066
	Iteration 2F: 3 clusters Score -1617036 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1617353.500000 Penalty: 4729.518066
	Iteration 3F: 3 clusters Score -1617354 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1617639.250000 Penalty: 4729.518066
	Iteration 4Q: 3 clusters Score -1617639 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1617935.500000 Penalty: 4729.518066
	Iteration 5Q: 3 clusters Score -1617936 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1618278.875000 Penalty: 4729.518066
	Iteration 6Q: 3 clusters Score -1618279 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1618728.625000 Penalty: 4729.518066
	Iteration 7Q: 3 clusters Score -1618729 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1619324.375000 Penalty: 4729.518066
	Iteration 8F: 3 clusters Score -1619324 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1619975.875000 Penalty: 4729.518066
	Iteration 9F: 3 clusters Score -1619976 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1620735.500000 Penalty: 4729.518066
	Iteration 10F: 3 clusters Score -1620736 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1621623.750000 Penalty: 4729.518066
	Iteration 11F: 3 clusters Score -1621624 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1622441.875000 Penalty: 4729.518066
	Iteration 12Q: 3 clusters Score -1622442 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1622931.625000 Penalty: 4729.518066
	Iteration 13Q: 3 clusters Score -1622932 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1623114.375000 Penalty: 4729.518066
	Iteration 14Q: 3 clusters Score -1623114 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1623170.875000 Penalty: 4729.518066
	Iteration 15Q: 3 clusters Score -1623171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1623188.500000 Penalty: 4729.518066
	Iteration 16Q: 3 clusters Score -1623188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1623196.625000 Penalty: 4729.518066
	Iteration 17Q: 3 clusters Score -1623197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1623203.000000 Penalty: 4729.518066
	Iteration 18Q: 3 clusters Score -1623203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1623202.625000 Penalty: 4729.518066
	Iteration 19Q: 3 clusters Score -1623203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1623203.250000 Penalty: 4729.518066
	Iteration 20F: 3 clusters Score -1623203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1623204.375000 Penalty: 4729.518066
	Iteration 21Q: 3 clusters Score -1623204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1623203.125000 Penalty: 4729.518066
	Iteration 22Q: 3 clusters Score -1623203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1623203.750000 Penalty: 4729.518066
	Iteration 23Q: 3 clusters Score -1623204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1623205.000000 Penalty: 4729.518066
	Iteration 24Q: 3 clusters Score -1623205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1623204.625000 Penalty: 4729.518066
	Iteration 25Q: 3 clusters Score -1623205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1623202.625000 Penalty: 4729.518066
	Iteration 26Q: 3 clusters Score -1623203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1623203.750000 Penalty: 4729.518066
	Iteration 27Q: 3 clusters Score -1623204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1623205.750000 Penalty: 4729.518066
	Iteration 28Q: 3 clusters Score -1623206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1623205.750000 Penalty: 4729.518066
	Iteration 29F: 3 clusters Score -1623206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Entering Unmasked Estep 
Score: -812104.750000 Penalty: 2197.579590
	Iteration 0F: 2 clusters Score -812104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -806351.437500 Penalty: 4395.159180
	Iteration 0F: 3 clusters Score -806351.4 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -807896.375000 Penalty: 4395.159180
	Iteration 1F: 3 clusters Score -807896.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -808249.312500 Penalty: 4395.159180
	Iteration 2F: 3 clusters Score -808249.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -808576.000000 Penalty: 4395.159180
	Iteration 3F: 3 clusters Score -808576 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -808854.937500 Penalty: 4395.159180
	Iteration 4F: 3 clusters Score -808854.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -809095.250000 Penalty: 4395.159180
	Iteration 5Q: 3 clusters Score -809095.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -809313.312500 Penalty: 4395.159180
	Iteration 6Q: 3 clusters Score -809313.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -809499.562500 Penalty: 4395.159180
	Iteration 7Q: 3 clusters Score -809499.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -809675.125000 Penalty: 4395.159180
	Iteration 8Q: 3 clusters Score -809675.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -809805.562500 Penalty: 4395.159180
	Iteration 9Q: 3 clusters Score -809805.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -809898.500000 Penalty: 4395.159180
	Iteration 10Q: 3 clusters Score -809898.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -809972.500000 Penalty: 4395.159180
	Iteration 11Q: 3 clusters Score -809972.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -810054.062500 Penalty: 4395.159180
	Iteration 12Q: 3 clusters Score -810054.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -810137.250000 Penalty: 4395.159180
	Iteration 13Q: 3 clusters Score -810137.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -810215.062500 Penalty: 4395.159180
	Iteration 14Q: 3 clusters Score -810215.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -810282.937500 Penalty: 4395.159180
	Iteration 15Q: 3 clusters Score -810282.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -810339.500000 Penalty: 4395.159180
	Iteration 16Q: 3 clusters Score -810339.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -810397.000000 Penalty: 4395.159180
	Iteration 17Q: 3 clusters Score -810397 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -810446.375000 Penalty: 4395.159180
	Iteration 18Q: 3 clusters Score -810446.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -810482.937500 Penalty: 4395.159180
	Iteration 19Q: 3 clusters Score -810482.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -810518.625000 Penalty: 4395.159180
	Iteration 20F: 3 clusters Score -810518.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -810554.125000 Penalty: 4395.159180
	Iteration 21Q: 3 clusters Score -810554.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -810598.750000 Penalty: 4395.159180
	Iteration 22Q: 3 clusters Score -810598.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -810629.312500 Penalty: 4395.159180
	Iteration 23Q: 3 clusters Score -810629.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -810654.937500 Penalty: 4395.159180
	Iteration 24Q: 3 clusters Score -810654.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -810665.187500 Penalty: 4395.159180
	Iteration 25Q: 3 clusters Score -810665.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -810679.687500 Penalty: 4395.159180
	Iteration 26Q: 3 clusters Score -810679.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -810689.375000 Penalty: 4395.159180
	Iteration 27Q: 3 clusters Score -810689.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -810694.687500 Penalty: 4395.159180
	Iteration 28Q: 3 clusters Score -810694.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -810706.750000 Penalty: 4395.159180
	Iteration 29Q: 3 clusters Score -810706.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -810720.312500 Penalty: 4395.159180
	Iteration 30Q: 3 clusters Score -810720.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -810728.687500 Penalty: 4395.159180
	Iteration 31Q: 3 clusters Score -810728.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -810742.250000 Penalty: 4395.159180
	Iteration 32Q: 3 clusters Score -810742.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -810751.375000 Penalty: 4395.159180
	Iteration 33Q: 3 clusters Score -810751.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -810764.812500 Penalty: 4395.159180
	Iteration 34Q: 3 clusters Score -810764.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -810774.312500 Penalty: 4395.159180
	Iteration 35Q: 3 clusters Score -810774.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -810791.062500 Penalty: 4395.159180
	Iteration 36Q: 3 clusters Score -810791.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -810800.625000 Penalty: 4395.159180
	Iteration 37Q: 3 clusters Score -810800.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -810811.812500 Penalty: 4395.159180
	Iteration 38Q: 3 clusters Score -810811.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -810822.750000 Penalty: 4395.159180
	Iteration 39Q: 3 clusters Score -810822.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -810829.125000 Penalty: 4395.159180
	Iteration 40F: 3 clusters Score -810829.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -810834.500000 Penalty: 4395.159180
	Iteration 41Q: 3 clusters Score -810834.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -810843.187500 Penalty: 4395.159180
	Iteration 42Q: 3 clusters Score -810843.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -810847.187500 Penalty: 4395.159180
	Iteration 43Q: 3 clusters Score -810847.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -810855.375000 Penalty: 4395.159180
	Iteration 44Q: 3 clusters Score -810855.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -810861.062500 Penalty: 4395.159180
	Iteration 45Q: 3 clusters Score -810861.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -810865.937500 Penalty: 4395.159180
	Iteration 46Q: 3 clusters Score -810865.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -810869.750000 Penalty: 4395.159180
	Iteration 47Q: 3 clusters Score -810869.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -810874.187500 Penalty: 4395.159180
	Iteration 48Q: 3 clusters Score -810874.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -810879.750000 Penalty: 4395.159180
	Iteration 49Q: 3 clusters Score -810879.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -810880.187500 Penalty: 4395.159180
	Iteration 50Q: 3 clusters Score -810880.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -810885.062500 Penalty: 4395.159180
	Iteration 51Q: 3 clusters Score -810885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -810885.437500 Penalty: 4395.159180
	Iteration 52Q: 3 clusters Score -810885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -810887.312500 Penalty: 4395.159180
	Iteration 53Q: 3 clusters Score -810887.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -810887.937500 Penalty: 4395.159180
	Iteration 54Q: 3 clusters Score -810887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -810889.250000 Penalty: 4395.159180
	Iteration 55Q: 3 clusters Score -810889.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -810889.250000 Penalty: 4395.159180
	Iteration 56F: 3 clusters Score -810889.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Entering Unmasked Estep 
Score: -1018717.625000 Penalty: 2266.912354
	Iteration 0F: 2 clusters Score -1018718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1011512.000000 Penalty: 4533.824707
	Iteration 0F: 3 clusters Score -1011512 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1013737.625000 Penalty: 4533.824707
	Iteration 1F: 3 clusters Score -1013738 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1014189.062500 Penalty: 4533.824707
	Iteration 2F: 3 clusters Score -1014189 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1014587.125000 Penalty: 4533.824707
	Iteration 3F: 3 clusters Score -1014587 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1014912.187500 Penalty: 4533.824707
	Iteration 4F: 3 clusters Score -1014912 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1015217.750000 Penalty: 4533.824707
	Iteration 5Q: 3 clusters Score -1015218 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1015478.187500 Penalty: 4533.824707
	Iteration 6Q: 3 clusters Score -1015478 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1015707.937500 Penalty: 4533.824707
	Iteration 7Q: 3 clusters Score -1015708 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1015930.375000 Penalty: 4533.824707
	Iteration 8Q: 3 clusters Score -1015930 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1016125.750000 Penalty: 4533.824707
	Iteration 9Q: 3 clusters Score -1016126 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1016285.250000 Penalty: 4533.824707
	Iteration 10Q: 3 clusters Score -1016285 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1016417.562500 Penalty: 4533.824707
	Iteration 11Q: 3 clusters Score -1016418 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1016507.000000 Penalty: 4533.824707
	Iteration 12Q: 3 clusters Score -1016507 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1016584.062500 Penalty: 4533.824707
	Iteration 13Q: 3 clusters Score -1016584 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1016652.625000 Penalty: 4533.824707
	Iteration 14Q: 3 clusters Score -1016653 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1016716.812500 Penalty: 4533.824707
	Iteration 15Q: 3 clusters Score -1016717 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1016775.187500 Penalty: 4533.824707
	Iteration 16Q: 3 clusters Score -1016775 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1016839.000000 Penalty: 4533.824707
	Iteration 17Q: 3 clusters Score -1016839 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1016900.687500 Penalty: 4533.824707
	Iteration 18Q: 3 clusters Score -1016901 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1016942.187500 Penalty: 4533.824707
	Iteration 19Q: 3 clusters Score -1016942 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1016979.937500 Penalty: 4533.824707
	Iteration 20F: 3 clusters Score -1016980 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1017007.375000 Penalty: 4533.824707
	Iteration 21Q: 3 clusters Score -1017007 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1017042.312500 Penalty: 4533.824707
	Iteration 22Q: 3 clusters Score -1017042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1017075.562500 Penalty: 4533.824707
	Iteration 23Q: 3 clusters Score -1017076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1017109.625000 Penalty: 4533.824707
	Iteration 24Q: 3 clusters Score -1017110 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1017155.250000 Penalty: 4533.824707
	Iteration 25Q: 3 clusters Score -1017155 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1017189.750000 Penalty: 4533.824707
	Iteration 26Q: 3 clusters Score -1017190 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1017231.187500 Penalty: 4533.824707
	Iteration 27Q: 3 clusters Score -1017231 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1017280.750000 Penalty: 4533.824707
	Iteration 28Q: 3 clusters Score -1017281 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1017338.812500 Penalty: 4533.824707
	Iteration 29Q: 3 clusters Score -1017339 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1017384.875000 Penalty: 4533.824707
	Iteration 30Q: 3 clusters Score -1017385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1017431.000000 Penalty: 4533.824707
	Iteration 31Q: 3 clusters Score -1017431 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1017457.375000 Penalty: 4533.824707
	Iteration 32Q: 3 clusters Score -1017457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1017477.937500 Penalty: 4533.824707
	Iteration 33Q: 3 clusters Score -1017478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1017501.312500 Penalty: 4533.824707
	Iteration 34Q: 3 clusters Score -1017501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1017511.687500 Penalty: 4533.824707
	Iteration 35Q: 3 clusters Score -1017512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1017517.375000 Penalty: 4533.824707
	Iteration 36Q: 3 clusters Score -1017517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1017524.250000 Penalty: 4533.824707
	Iteration 37Q: 3 clusters Score -1017524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1017528.500000 Penalty: 4533.824707
	Iteration 38Q: 3 clusters Score -1017528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1017536.625000 Penalty: 4533.824707
	Iteration 39Q: 3 clusters Score -1017537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1017543.875000 Penalty: 4533.824707
	Iteration 40F: 3 clusters Score -1017544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1017548.875000 Penalty: 4533.824707
	Iteration 41Q: 3 clusters Score -1017549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1017552.500000 Penalty: 4533.824707
	Iteration 42Q: 3 clusters Score -1017552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1017556.062500 Penalty: 4533.824707
	Iteration 43Q: 3 clusters Score -1017556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1017556.750000 Penalty: 4533.824707
	Iteration 44Q: 3 clusters Score -1017557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1017559.500000 Penalty: 4533.824707
	Iteration 45Q: 3 clusters Score -1017560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1017559.562500 Penalty: 4533.824707
	Iteration 46Q: 3 clusters Score -1017560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1017558.187500 Penalty: 4533.824707
	Iteration 47Q: 3 clusters Score -1017558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1017558.187500 Penalty: 4533.824707
	Iteration 48F: 3 clusters Score -1017558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Entering Unmasked Estep 
Score: -3292703.250000 Penalty: 2545.486816
	Iteration 0F: 2 clusters Score -3292703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3273035.750000 Penalty: 5090.973633
	Iteration 0F: 3 clusters Score -3273036 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3280109.750000 Penalty: 5090.973633
	Iteration 1F: 3 clusters Score -3280110 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3281051.250000 Penalty: 5090.973633
	Iteration 2F: 3 clusters Score -3281051 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -3282661.250000 Penalty: 5090.973633
	Iteration 3F: 3 clusters Score -3282661 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3284883.500000 Penalty: 5090.973633
	Iteration 4F: 3 clusters Score -3284884 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3287082.500000 Penalty: 5090.973633
	Iteration 5F: 3 clusters Score -3287082 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3288838.000000 Penalty: 5090.973633
	Iteration 6F: 3 clusters Score -3288838 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -3290019.250000 Penalty: 5090.973633
	Iteration 7F: 3 clusters Score -3290019 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3290722.250000 Penalty: 5090.973633
	Iteration 8Q: 3 clusters Score -3290722 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3291095.250000 Penalty: 5090.973633
	Iteration 9Q: 3 clusters Score -3291095 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3291375.250000 Penalty: 5090.973633
	Iteration 10Q: 3 clusters Score -3291375 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3291599.750000 Penalty: 5090.973633
	Iteration 11Q: 3 clusters Score -3291600 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3291793.750000 Penalty: 5090.973633
	Iteration 12Q: 3 clusters Score -3291794 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3291909.000000 Penalty: 5090.973633
	Iteration 13Q: 3 clusters Score -3291909 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3291980.500000 Penalty: 5090.973633
	Iteration 14Q: 3 clusters Score -3291980 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3292029.500000 Penalty: 5090.973633
	Iteration 15Q: 3 clusters Score -3292030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3292066.500000 Penalty: 5090.973633
	Iteration 16Q: 3 clusters Score -3292066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3292084.750000 Penalty: 5090.973633
	Iteration 17Q: 3 clusters Score -3292085 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3292111.500000 Penalty: 5090.973633
	Iteration 18Q: 3 clusters Score -3292112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3292124.750000 Penalty: 5090.973633
	Iteration 19Q: 3 clusters Score -3292125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3292133.000000 Penalty: 5090.973633
	Iteration 20F: 3 clusters Score -3292133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3292150.500000 Penalty: 5090.973633
	Iteration 21Q: 3 clusters Score -3292150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3292201.750000 Penalty: 5090.973633
	Iteration 22Q: 3 clusters Score -3292202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3292225.500000 Penalty: 5090.973633
	Iteration 23Q: 3 clusters Score -3292226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3292289.000000 Penalty: 5090.973633
	Iteration 24Q: 3 clusters Score -3292289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3292319.500000 Penalty: 5090.973633
	Iteration 25Q: 3 clusters Score -3292320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3292353.500000 Penalty: 5090.973633
	Iteration 26Q: 3 clusters Score -3292354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3292367.000000 Penalty: 5090.973633
	Iteration 27Q: 3 clusters Score -3292367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3292369.250000 Penalty: 5090.973633
	Iteration 28Q: 3 clusters Score -3292369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3292377.500000 Penalty: 5090.973633
	Iteration 29Q: 3 clusters Score -3292378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3292375.000000 Penalty: 5090.973633
	Iteration 30Q: 3 clusters Score -3292375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3292377.000000 Penalty: 5090.973633
	Iteration 31Q: 3 clusters Score -3292377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3292377.000000 Penalty: 5090.973633
	Iteration 32F: 3 clusters Score -3292377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Entering Unmasked Estep 
Score: -672167.125000 Penalty: 2164.810303
	Iteration 0F: 2 clusters Score -672167.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -666875.125000 Penalty: 4329.620605
	Iteration 0F: 3 clusters Score -666875.1 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -668317.687500 Penalty: 4329.620605
	Iteration 1F: 3 clusters Score -668317.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -668721.125000 Penalty: 4329.620605
	Iteration 2F: 3 clusters Score -668721.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -669041.125000 Penalty: 4329.620605
	Iteration 3F: 3 clusters Score -669041.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -669293.437500 Penalty: 4329.620605
	Iteration 4F: 3 clusters Score -669293.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -669522.562500 Penalty: 4329.620605
	Iteration 5Q: 3 clusters Score -669522.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -669745.875000 Penalty: 4329.620605
	Iteration 6Q: 3 clusters Score -669745.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -669922.312500 Penalty: 4329.620605
	Iteration 7Q: 3 clusters Score -669922.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -670063.562500 Penalty: 4329.620605
	Iteration 8Q: 3 clusters Score -670063.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -670174.250000 Penalty: 4329.620605
	Iteration 9Q: 3 clusters Score -670174.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -670254.000000 Penalty: 4329.620605
	Iteration 10Q: 3 clusters Score -670254 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -670326.312500 Penalty: 4329.620605
	Iteration 11Q: 3 clusters Score -670326.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -670375.125000 Penalty: 4329.620605
	Iteration 12Q: 3 clusters Score -670375.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -670416.750000 Penalty: 4329.620605
	Iteration 13Q: 3 clusters Score -670416.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -670448.125000 Penalty: 4329.620605
	Iteration 14Q: 3 clusters Score -670448.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -670490.375000 Penalty: 4329.620605
	Iteration 15Q: 3 clusters Score -670490.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -670546.250000 Penalty: 4329.620605
	Iteration 16Q: 3 clusters Score -670546.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -670593.000000 Penalty: 4329.620605
	Iteration 17Q: 3 clusters Score -670593 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -670651.000000 Penalty: 4329.620605
	Iteration 18Q: 3 clusters Score -670651 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -670710.312500 Penalty: 4329.620605
	Iteration 19Q: 3 clusters Score -670710.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -670778.875000 Penalty: 4329.620605
	Iteration 20F: 3 clusters Score -670778.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -670868.062500 Penalty: 4329.620605
	Iteration 21Q: 3 clusters Score -670868.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -670926.312500 Penalty: 4329.620605
	Iteration 22Q: 3 clusters Score -670926.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -670971.812500 Penalty: 4329.620605
	Iteration 23Q: 3 clusters Score -670971.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -670998.687500 Penalty: 4329.620605
	Iteration 24Q: 3 clusters Score -670998.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -671023.750000 Penalty: 4329.620605
	Iteration 25Q: 3 clusters Score -671023.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -671040.437500 Penalty: 4329.620605
	Iteration 26Q: 3 clusters Score -671040.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -671050.250000 Penalty: 4329.620605
	Iteration 27Q: 3 clusters Score -671050.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -671059.125000 Penalty: 4329.620605
	Iteration 28Q: 3 clusters Score -671059.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -671064.750000 Penalty: 4329.620605
	Iteration 29Q: 3 clusters Score -671064.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -671072.125000 Penalty: 4329.620605
	Iteration 30Q: 3 clusters Score -671072.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -671075.375000 Penalty: 4329.620605
	Iteration 31Q: 3 clusters Score -671075.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -671078.625000 Penalty: 4329.620605
	Iteration 32Q: 3 clusters Score -671078.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -671085.250000 Penalty: 4329.620605
	Iteration 33Q: 3 clusters Score -671085.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -671086.375000 Penalty: 4329.620605
	Iteration 34Q: 3 clusters Score -671086.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -671085.875000 Penalty: 4329.620605
	Iteration 35Q: 3 clusters Score -671085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -671086.812500 Penalty: 4329.620605
	Iteration 36Q: 3 clusters Score -671086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -671087.875000 Penalty: 4329.620605
	Iteration 37Q: 3 clusters Score -671087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -671087.875000 Penalty: 4329.620605
	Iteration 38F: 3 clusters Score -671087.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Entering Unmasked Estep 
Score: -4713210.000000 Penalty: 2623.265137
	Iteration 0F: 2 clusters Score -4713210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4686619.500000 Penalty: 5246.530273
	Iteration 0F: 3 clusters Score -4686620 nChanged 17923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -4696410.000000 Penalty: 5246.530273
	Iteration 1F: 3 clusters Score -4696410 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -4696864.500000 Penalty: 5246.530273
	Iteration 2Q: 3 clusters Score -4696864 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -4697280.500000 Penalty: 5246.530273
	Iteration 3Q: 3 clusters Score -4697280 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -4697687.500000 Penalty: 5246.530273
	Iteration 4Q: 3 clusters Score -4697688 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -4698133.000000 Penalty: 5246.530273
	Iteration 5Q: 3 clusters Score -4698133 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -4698655.500000 Penalty: 5246.530273
	Iteration 6Q: 3 clusters Score -4698656 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -4699512.000000 Penalty: 5246.530273
	Iteration 7Q: 3 clusters Score -4699512 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -4700811.000000 Penalty: 5246.530273
	Iteration 8F: 3 clusters Score -4700811 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -4702765.000000 Penalty: 5246.530273
	Iteration 9F: 3 clusters Score -4702765 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -4705377.500000 Penalty: 5246.530273
	Iteration 10F: 3 clusters Score -4705378 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4707865.500000 Penalty: 5246.530273
	Iteration 11F: 3 clusters Score -4707866 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4709484.000000 Penalty: 5246.530273
	Iteration 12Q: 3 clusters Score -4709484 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4710283.500000 Penalty: 5246.530273
	Iteration 13Q: 3 clusters Score -4710284 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4710744.000000 Penalty: 5246.530273
	Iteration 14Q: 3 clusters Score -4710744 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4710953.500000 Penalty: 5246.530273
	Iteration 15Q: 3 clusters Score -4710954 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4711047.000000 Penalty: 5246.530273
	Iteration 16Q: 3 clusters Score -4711047 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4711132.500000 Penalty: 5246.530273
	Iteration 17Q: 3 clusters Score -4711132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4711180.000000 Penalty: 5246.530273
	Iteration 18Q: 3 clusters Score -4711180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4711204.000000 Penalty: 5246.530273
	Iteration 19Q: 3 clusters Score -4711204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4711208.000000 Penalty: 5246.530273
	Iteration 20F: 3 clusters Score -4711208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4711216.500000 Penalty: 5246.530273
	Iteration 21Q: 3 clusters Score -4711216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4711226.500000 Penalty: 5246.530273
	Iteration 22Q: 3 clusters Score -4711226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4711233.000000 Penalty: 5246.530273
	Iteration 23Q: 3 clusters Score -4711233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4711239.500000 Penalty: 5246.530273
	Iteration 24Q: 3 clusters Score -4711240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4711238.000000 Penalty: 5246.530273
	Iteration 25Q: 3 clusters Score -4711238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4711239.500000 Penalty: 5246.530273
	Iteration 26Q: 3 clusters Score -4711240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4711242.000000 Penalty: 5246.530273
	Iteration 27Q: 3 clusters Score -4711242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4711244.500000 Penalty: 5246.530273
	Iteration 28Q: 3 clusters Score -4711244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4711245.000000 Penalty: 5246.530273
	Iteration 29Q: 3 clusters Score -4711245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4711248.000000 Penalty: 5246.530273
	Iteration 30Q: 3 clusters Score -4711248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4711256.000000 Penalty: 5246.530273
	Iteration 31Q: 3 clusters Score -4711256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4711257.000000 Penalty: 5246.530273
	Iteration 32Q: 3 clusters Score -4711257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4711259.000000 Penalty: 5246.530273
	Iteration 33Q: 3 clusters Score -4711259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4711259.500000 Penalty: 5246.530273
	Iteration 34Q: 3 clusters Score -4711260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4711262.000000 Penalty: 5246.530273
	Iteration 35Q: 3 clusters Score -4711262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4711269.500000 Penalty: 5246.530273
	Iteration 36Q: 3 clusters Score -4711270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4711270.000000 Penalty: 5246.530273
	Iteration 37Q: 3 clusters Score -4711270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4711275.000000 Penalty: 5246.530273
	Iteration 38Q: 3 clusters Score -4711275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4711276.000000 Penalty: 5246.530273
	Iteration 39Q: 3 clusters Score -4711276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4711276.500000 Penalty: 5246.530273
	Iteration 40F: 3 clusters Score -4711276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4711277.500000 Penalty: 5246.530273
	Iteration 41Q: 3 clusters Score -4711278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4711277.500000 Penalty: 5246.530273
	Iteration 42Q: 3 clusters Score -4711278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4711278.000000 Penalty: 5246.530273
	Iteration 43Q: 3 clusters Score -4711278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4711285.000000 Penalty: 5246.530273
	Iteration 44Q: 3 clusters Score -4711285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4711278.000000 Penalty: 5246.530273
	Iteration 45Q: 3 clusters Score -4711278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4711284.500000 Penalty: 5246.530273
	Iteration 46Q: 3 clusters Score -4711284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4711281.500000 Penalty: 5246.530273
	Iteration 47Q: 3 clusters Score -4711282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4711280.000000 Penalty: 5246.530273
	Iteration 48Q: 3 clusters Score -4711280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4711280.000000 Penalty: 5246.530273
	Iteration 49F: 3 clusters Score -4711280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Entering Unmasked Estep 
Score: -1583231.500000 Penalty: 2359.470459
	Iteration 0F: 2 clusters Score -1583232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1573308.000000 Penalty: 4718.940918
	Iteration 0F: 3 clusters Score -1573308 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1576511.125000 Penalty: 4718.940918
	Iteration 1F: 3 clusters Score -1576511 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1576924.875000 Penalty: 4718.940918
	Iteration 2F: 3 clusters Score -1576925 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1577289.000000 Penalty: 4718.940918
	Iteration 3F: 3 clusters Score -1577289 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1577579.375000 Penalty: 4718.940918
	Iteration 4Q: 3 clusters Score -1577579 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1577846.000000 Penalty: 4718.940918
	Iteration 5Q: 3 clusters Score -1577846 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1578150.250000 Penalty: 4718.940918
	Iteration 6Q: 3 clusters Score -1578150 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1578477.125000 Penalty: 4718.940918
	Iteration 7Q: 3 clusters Score -1578477 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1578857.875000 Penalty: 4718.940918
	Iteration 8Q: 3 clusters Score -1578858 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1579225.750000 Penalty: 4718.940918
	Iteration 9Q: 3 clusters Score -1579226 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1579587.500000 Penalty: 4718.940918
	Iteration 10Q: 3 clusters Score -1579588 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1579905.875000 Penalty: 4718.940918
	Iteration 11Q: 3 clusters Score -1579906 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1580203.125000 Penalty: 4718.940918
	Iteration 12Q: 3 clusters Score -1580203 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1580452.125000 Penalty: 4718.940918
	Iteration 13Q: 3 clusters Score -1580452 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1580628.500000 Penalty: 4718.940918
	Iteration 14Q: 3 clusters Score -1580628 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1580777.250000 Penalty: 4718.940918
	Iteration 15Q: 3 clusters Score -1580777 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1580860.250000 Penalty: 4718.940918
	Iteration 16Q: 3 clusters Score -1580860 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1580926.375000 Penalty: 4718.940918
	Iteration 17Q: 3 clusters Score -1580926 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1580979.875000 Penalty: 4718.940918
	Iteration 18Q: 3 clusters Score -1580980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1581035.125000 Penalty: 4718.940918
	Iteration 19Q: 3 clusters Score -1581035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1581080.125000 Penalty: 4718.940918
	Iteration 20F: 3 clusters Score -1581080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1581107.500000 Penalty: 4718.940918
	Iteration 21Q: 3 clusters Score -1581108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1581136.625000 Penalty: 4718.940918
	Iteration 22Q: 3 clusters Score -1581137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1581157.625000 Penalty: 4718.940918
	Iteration 23Q: 3 clusters Score -1581158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1581181.625000 Penalty: 4718.940918
	Iteration 24Q: 3 clusters Score -1581182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1581195.250000 Penalty: 4718.940918
	Iteration 25Q: 3 clusters Score -1581195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1581207.750000 Penalty: 4718.940918
	Iteration 26Q: 3 clusters Score -1581208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1581219.750000 Penalty: 4718.940918
	Iteration 27Q: 3 clusters Score -1581220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1581228.000000 Penalty: 4718.940918
	Iteration 28Q: 3 clusters Score -1581228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1581238.500000 Penalty: 4718.940918
	Iteration 29Q: 3 clusters Score -1581238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1581252.875000 Penalty: 4718.940918
	Iteration 30Q: 3 clusters Score -1581253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1581261.625000 Penalty: 4718.940918
	Iteration 31Q: 3 clusters Score -1581262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1581266.750000 Penalty: 4718.940918
	Iteration 32Q: 3 clusters Score -1581267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1581270.000000 Penalty: 4718.940918
	Iteration 33Q: 3 clusters Score -1581270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1581273.125000 Penalty: 4718.940918
	Iteration 34Q: 3 clusters Score -1581273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1581274.125000 Penalty: 4718.940918
	Iteration 35Q: 3 clusters Score -1581274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1581281.500000 Penalty: 4718.940918
	Iteration 36Q: 3 clusters Score -1581282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1581288.000000 Penalty: 4718.940918
	Iteration 37Q: 3 clusters Score -1581288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1581294.750000 Penalty: 4718.940918
	Iteration 38Q: 3 clusters Score -1581295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1581302.250000 Penalty: 4718.940918
	Iteration 39Q: 3 clusters Score -1581302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1581300.875000 Penalty: 4718.940918
	Iteration 40F: 3 clusters Score -1581301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1581304.750000 Penalty: 4718.940918
	Iteration 41Q: 3 clusters Score -1581305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1581309.500000 Penalty: 4718.940918
	Iteration 42Q: 3 clusters Score -1581310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1581314.750000 Penalty: 4718.940918
	Iteration 43Q: 3 clusters Score -1581315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1581321.375000 Penalty: 4718.940918
	Iteration 44Q: 3 clusters Score -1581321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1581332.750000 Penalty: 4718.940918
	Iteration 45Q: 3 clusters Score -1581333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1581349.750000 Penalty: 4718.940918
	Iteration 46Q: 3 clusters Score -1581350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1581361.375000 Penalty: 4718.940918
	Iteration 47Q: 3 clusters Score -1581361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1581381.250000 Penalty: 4718.940918
	Iteration 48Q: 3 clusters Score -1581381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1581394.750000 Penalty: 4718.940918
	Iteration 49Q: 3 clusters Score -1581395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1581399.625000 Penalty: 4718.940918
	Iteration 50Q: 3 clusters Score -1581400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1581404.625000 Penalty: 4718.940918
	Iteration 51Q: 3 clusters Score -1581405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1581406.500000 Penalty: 4718.940918
	Iteration 52Q: 3 clusters Score -1581406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1581411.250000 Penalty: 4718.940918
	Iteration 53Q: 3 clusters Score -1581411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1581410.375000 Penalty: 4718.940918
	Iteration 54Q: 3 clusters Score -1581410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1581412.500000 Penalty: 4718.940918
	Iteration 55Q: 3 clusters Score -1581412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1581412.500000 Penalty: 4718.940918
	Iteration 56F: 3 clusters Score -1581412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Entering Unmasked Estep 
Score: -1085262.625000 Penalty: 2260.093018
	Iteration 0F: 2 clusters Score -1085263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1078224.750000 Penalty: 4520.186035
	Iteration 0F: 3 clusters Score -1078225 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1080201.500000 Penalty: 4520.186035
	Iteration 1F: 3 clusters Score -1080202 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1080468.750000 Penalty: 4520.186035
	Iteration 2F: 3 clusters Score -1080469 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1080624.875000 Penalty: 4520.186035
	Iteration 3Q: 3 clusters Score -1080625 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1080744.750000 Penalty: 4520.186035
	Iteration 4Q: 3 clusters Score -1080745 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1080845.250000 Penalty: 4520.186035
	Iteration 5Q: 3 clusters Score -1080845 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1080937.000000 Penalty: 4520.186035
	Iteration 6Q: 3 clusters Score -1080937 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1081032.875000 Penalty: 4520.186035
	Iteration 7Q: 3 clusters Score -1081033 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1081159.875000 Penalty: 4520.186035
	Iteration 8Q: 3 clusters Score -1081160 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1081332.500000 Penalty: 4520.186035
	Iteration 9Q: 3 clusters Score -1081332 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1081561.750000 Penalty: 4520.186035
	Iteration 10Q: 3 clusters Score -1081562 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1081833.125000 Penalty: 4520.186035
	Iteration 11Q: 3 clusters Score -1081833 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1082118.500000 Penalty: 4520.186035
	Iteration 12Q: 3 clusters Score -1082118 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1082380.375000 Penalty: 4520.186035
	Iteration 13Q: 3 clusters Score -1082380 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1082606.250000 Penalty: 4520.186035
	Iteration 14Q: 3 clusters Score -1082606 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1082782.875000 Penalty: 4520.186035
	Iteration 15Q: 3 clusters Score -1082783 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1082924.750000 Penalty: 4520.186035
	Iteration 16Q: 3 clusters Score -1082925 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1083019.875000 Penalty: 4520.186035
	Iteration 17Q: 3 clusters Score -1083020 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1083096.250000 Penalty: 4520.186035
	Iteration 18Q: 3 clusters Score -1083096 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1083156.750000 Penalty: 4520.186035
	Iteration 19Q: 3 clusters Score -1083157 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1083193.250000 Penalty: 4520.186035
	Iteration 20F: 3 clusters Score -1083193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1083227.375000 Penalty: 4520.186035
	Iteration 21Q: 3 clusters Score -1083227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1083254.875000 Penalty: 4520.186035
	Iteration 22Q: 3 clusters Score -1083255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1083271.250000 Penalty: 4520.186035
	Iteration 23Q: 3 clusters Score -1083271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1083288.750000 Penalty: 4520.186035
	Iteration 24Q: 3 clusters Score -1083289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1083300.375000 Penalty: 4520.186035
	Iteration 25Q: 3 clusters Score -1083300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1083309.000000 Penalty: 4520.186035
	Iteration 26Q: 3 clusters Score -1083309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1083314.125000 Penalty: 4520.186035
	Iteration 27Q: 3 clusters Score -1083314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1083317.000000 Penalty: 4520.186035
	Iteration 28Q: 3 clusters Score -1083317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1083323.000000 Penalty: 4520.186035
	Iteration 29Q: 3 clusters Score -1083323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1083327.875000 Penalty: 4520.186035
	Iteration 30Q: 3 clusters Score -1083328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1083331.875000 Penalty: 4520.186035
	Iteration 31Q: 3 clusters Score -1083332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1083336.375000 Penalty: 4520.186035
	Iteration 32Q: 3 clusters Score -1083336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1083340.625000 Penalty: 4520.186035
	Iteration 33Q: 3 clusters Score -1083341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1083346.625000 Penalty: 4520.186035
	Iteration 34Q: 3 clusters Score -1083347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1083350.750000 Penalty: 4520.186035
	Iteration 35Q: 3 clusters Score -1083351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1083354.750000 Penalty: 4520.186035
	Iteration 36Q: 3 clusters Score -1083355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1083358.000000 Penalty: 4520.186035
	Iteration 37Q: 3 clusters Score -1083358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1083362.250000 Penalty: 4520.186035
	Iteration 38Q: 3 clusters Score -1083362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1083366.875000 Penalty: 4520.186035
	Iteration 39Q: 3 clusters Score -1083367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1083369.625000 Penalty: 4520.186035
	Iteration 40F: 3 clusters Score -1083370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1083370.500000 Penalty: 4520.186035
	Iteration 41Q: 3 clusters Score -1083370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1083375.125000 Penalty: 4520.186035
	Iteration 42Q: 3 clusters Score -1083375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1083375.500000 Penalty: 4520.186035
	Iteration 43Q: 3 clusters Score -1083376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1083382.250000 Penalty: 4520.186035
	Iteration 44Q: 3 clusters Score -1083382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1083386.375000 Penalty: 4520.186035
	Iteration 45Q: 3 clusters Score -1083386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1083391.750000 Penalty: 4520.186035
	Iteration 46Q: 3 clusters Score -1083392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1083395.750000 Penalty: 4520.186035
	Iteration 47Q: 3 clusters Score -1083396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1083396.500000 Penalty: 4520.186035
	Iteration 48Q: 3 clusters Score -1083396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1083397.375000 Penalty: 4520.186035
	Iteration 49Q: 3 clusters Score -1083397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1083397.750000 Penalty: 4520.186035
	Iteration 50Q: 3 clusters Score -1083398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1083397.375000 Penalty: 4520.186035
	Iteration 51Q: 3 clusters Score -1083397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1083399.875000 Penalty: 4520.186035
	Iteration 52Q: 3 clusters Score -1083400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1083399.875000 Penalty: 4520.186035
	Iteration 53F: 3 clusters Score -1083400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Entering Unmasked Estep 
Score: -7342046.000000 Penalty: 2735.397461
	Iteration 0F: 2 clusters Score -7342046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -7300852.000000 Penalty: 5470.794922
	Iteration 0F: 3 clusters Score -7300852 nChanged 28695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -7317032.000000 Penalty: 5470.794922
	Iteration 1F: 3 clusters Score -7317032 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -7317792.000000 Penalty: 5470.794922
	Iteration 2Q: 3 clusters Score -7317792 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -7318811.000000 Penalty: 5470.794922
	Iteration 3Q: 3 clusters Score -7318811 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -7320206.500000 Penalty: 5470.794922
	Iteration 4Q: 3 clusters Score -7320206 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -7322229.000000 Penalty: 5470.794922
	Iteration 5F: 3 clusters Score -7322229 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -7325153.500000 Penalty: 5470.794922
	Iteration 6F: 3 clusters Score -7325154 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -7328640.500000 Penalty: 5470.794922
	Iteration 7F: 3 clusters Score -7328640 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -7332231.000000 Penalty: 5470.794922
	Iteration 8F: 3 clusters Score -7332231 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -7335374.500000 Penalty: 5470.794922
	Iteration 9F: 3 clusters Score -7335374 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -7337473.500000 Penalty: 5470.794922
	Iteration 10Q: 3 clusters Score -7337474 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -7338481.000000 Penalty: 5470.794922
	Iteration 11Q: 3 clusters Score -7338481 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -7338965.500000 Penalty: 5470.794922
	Iteration 12Q: 3 clusters Score -7338966 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -7339253.000000 Penalty: 5470.794922
	Iteration 13Q: 3 clusters Score -7339253 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -7339416.500000 Penalty: 5470.794922
	Iteration 14Q: 3 clusters Score -7339416 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -7339525.000000 Penalty: 5470.794922
	Iteration 15Q: 3 clusters Score -7339525 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -7339656.000000 Penalty: 5470.794922
	Iteration 16Q: 3 clusters Score -7339656 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -7339711.500000 Penalty: 5470.794922
	Iteration 17Q: 3 clusters Score -7339712 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -7339737.500000 Penalty: 5470.794922
	Iteration 18Q: 3 clusters Score -7339738 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -7339806.000000 Penalty: 5470.794922
	Iteration 19Q: 3 clusters Score -7339806 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -7339828.500000 Penalty: 5470.794922
	Iteration 20F: 3 clusters Score -7339828 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -7339863.500000 Penalty: 5470.794922
	Iteration 21Q: 3 clusters Score -7339864 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -7339898.000000 Penalty: 5470.794922
	Iteration 22Q: 3 clusters Score -7339898 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -7339891.500000 Penalty: 5470.794922
	Iteration 23Q: 3 clusters Score -7339892 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7339929.500000 Penalty: 5470.794922
	Iteration 24Q: 3 clusters Score -7339930 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -7339950.000000 Penalty: 5470.794922
	Iteration 25Q: 3 clusters Score -7339950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -7339965.000000 Penalty: 5470.794922
	Iteration 26Q: 3 clusters Score -7339965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -7339964.500000 Penalty: 5470.794922
	Iteration 27Q: 3 clusters Score -7339964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -7339972.000000 Penalty: 5470.794922
	Iteration 28Q: 3 clusters Score -7339972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -7339973.000000 Penalty: 5470.794922
	Iteration 29Q: 3 clusters Score -7339973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7339999.000000 Penalty: 5470.794922
	Iteration 30Q: 3 clusters Score -7339999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -7339999.000000 Penalty: 5470.794922
	Iteration 31Q: 3 clusters Score -7339999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -7339999.000000 Penalty: 5470.794922
	Iteration 32Q: 3 clusters Score -7339999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -7339998.500000 Penalty: 5470.794922
	Iteration 33Q: 3 clusters Score -7339998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -7340002.000000 Penalty: 5470.794922
	Iteration 34Q: 3 clusters Score -7340002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7340008.500000 Penalty: 5470.794922
	Iteration 35Q: 3 clusters Score -7340008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -7340013.000000 Penalty: 5470.794922
	Iteration 36Q: 3 clusters Score -7340013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -7340009.000000 Penalty: 5470.794922
	Iteration 37Q: 3 clusters Score -7340009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -7340020.000000 Penalty: 5470.794922
	Iteration 38Q: 3 clusters Score -7340020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -7340026.500000 Penalty: 5470.794922
	Iteration 39Q: 3 clusters Score -7340026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -7340027.500000 Penalty: 5470.794922
	Iteration 40F: 3 clusters Score -7340028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -7340032.500000 Penalty: 5470.794922
	Iteration 41Q: 3 clusters Score -7340032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7340026.500000 Penalty: 5470.794922
	Iteration 42Q: 3 clusters Score -7340026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7340041.000000 Penalty: 5470.794922
	Iteration 43Q: 3 clusters Score -7340041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7340033.500000 Penalty: 5470.794922
	Iteration 44Q: 3 clusters Score -7340034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7340041.500000 Penalty: 5470.794922
	Iteration 45Q: 3 clusters Score -7340042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7340028.500000 Penalty: 5470.794922
	Iteration 46Q: 3 clusters Score -7340028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -7340042.000000 Penalty: 5470.794922
	Iteration 47Q: 3 clusters Score -7340042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7340039.000000 Penalty: 5470.794922
	Iteration 48Q: 3 clusters Score -7340039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -7340038.500000 Penalty: 5470.794922
	Iteration 49Q: 3 clusters Score -7340038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7340038.000000 Penalty: 5470.794922
	Iteration 50Q: 3 clusters Score -7340038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -7340035.000000 Penalty: 5470.794922
	Iteration 51Q: 3 clusters Score -7340035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7340029.500000 Penalty: 5470.794922
	Iteration 52Q: 3 clusters Score -7340030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7340030.000000 Penalty: 5470.794922
	Iteration 53Q: 3 clusters Score -7340030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7340030.500000 Penalty: 5470.794922
	Iteration 54Q: 3 clusters Score -7340030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7340031.500000 Penalty: 5470.794922
	Iteration 55Q: 3 clusters Score -7340032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7340036.500000 Penalty: 5470.794922
	Iteration 56Q: 3 clusters Score -7340036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7340036.500000 Penalty: 5470.794922
	Iteration 57F: 3 clusters Score -7340036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Entering Unmasked Estep 
Score: -11494649.000000 Penalty: 2845.945557
	Iteration 0F: 2 clusters Score -1.149465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -11430444.000000 Penalty: 5691.891113
	Iteration 0F: 3 clusters Score -1.143044e+07 nChanged 45542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -11456036.000000 Penalty: 5691.891113
	Iteration 1F: 3 clusters Score -1.145604e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -11456968.000000 Penalty: 5691.891113
	Iteration 2Q: 3 clusters Score -1.145697e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -11458109.000000 Penalty: 5691.891113
	Iteration 3Q: 3 clusters Score -1.145811e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -11459871.000000 Penalty: 5691.891113
	Iteration 4Q: 3 clusters Score -1.145987e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -11462571.000000 Penalty: 5691.891113
	Iteration 5F: 3 clusters Score -1.146257e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -11466618.000000 Penalty: 5691.891113
	Iteration 6F: 3 clusters Score -1.146662e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -11472379.000000 Penalty: 5691.891113
	Iteration 7F: 3 clusters Score -1.147238e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79887 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -11479027.000000 Penalty: 5691.891113
	Iteration 8F: 3 clusters Score -1.147903e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85939 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -11484754.000000 Penalty: 5691.891113
	Iteration 9F: 3 clusters Score -1.148475e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -11488271.000000 Penalty: 5691.891113
	Iteration 10Q: 3 clusters Score -1.148827e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -11490173.000000 Penalty: 5691.891113
	Iteration 11Q: 3 clusters Score -1.149017e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -11491217.000000 Penalty: 5691.891113
	Iteration 12Q: 3 clusters Score -1.149122e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94517 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -11491762.000000 Penalty: 5691.891113
	Iteration 13Q: 3 clusters Score -1.149176e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94925 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11492030.000000 Penalty: 5691.891113
	Iteration 14Q: 3 clusters Score -1.149203e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95151 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11492165.000000 Penalty: 5691.891113
	Iteration 15Q: 3 clusters Score -1.149216e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11492255.000000 Penalty: 5691.891113
	Iteration 16Q: 3 clusters Score -1.149226e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95347 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11492329.000000 Penalty: 5691.891113
	Iteration 17Q: 3 clusters Score -1.149233e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95399 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11492358.000000 Penalty: 5691.891113
	Iteration 18Q: 3 clusters Score -1.149236e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95436 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11492414.000000 Penalty: 5691.891113
	Iteration 19Q: 3 clusters Score -1.149241e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95464 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -11492443.000000 Penalty: 5691.891113
	Iteration 20F: 3 clusters Score -1.149244e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95477 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11492467.000000 Penalty: 5691.891113
	Iteration 21Q: 3 clusters Score -1.149247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95487 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11492478.000000 Penalty: 5691.891113
	Iteration 22Q: 3 clusters Score -1.149248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95491 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11492483.000000 Penalty: 5691.891113
	Iteration 23Q: 3 clusters Score -1.149248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95501 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11492489.000000 Penalty: 5691.891113
	Iteration 24Q: 3 clusters Score -1.149249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95504 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -11492488.000000 Penalty: 5691.891113
	Iteration 25Q: 3 clusters Score -1.149249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95503 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -11492483.000000 Penalty: 5691.891113
	Iteration 26Q: 3 clusters Score -1.149248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11492485.000000 Penalty: 5691.891113
	Iteration 27Q: 3 clusters Score -1.149248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11492507.000000 Penalty: 5691.891113
	Iteration 28Q: 3 clusters Score -1.149251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11492507.000000 Penalty: 5691.891113
	Iteration 29Q: 3 clusters Score -1.149251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11492509.000000 Penalty: 5691.891113
	Iteration 30Q: 3 clusters Score -1.149251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11492504.000000 Penalty: 5691.891113
	Iteration 31Q: 3 clusters Score -1.14925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11492506.000000 Penalty: 5691.891113
	Iteration 32Q: 3 clusters Score -1.149251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -11492506.000000 Penalty: 5691.891113
	Iteration 33Q: 3 clusters Score -1.149251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95518 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11492509.000000 Penalty: 5691.891113
	Iteration 34Q: 3 clusters Score -1.149251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95519 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11492526.000000 Penalty: 5691.891113
	Iteration 35Q: 3 clusters Score -1.149253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95522 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11492518.000000 Penalty: 5691.891113
	Iteration 36Q: 3 clusters Score -1.149252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95526 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11492525.000000 Penalty: 5691.891113
	Iteration 37Q: 3 clusters Score -1.149252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95525 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11492518.000000 Penalty: 5691.891113
	Iteration 38Q: 3 clusters Score -1.149252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95525 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11492517.000000 Penalty: 5691.891113
	Iteration 39Q: 3 clusters Score -1.149252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95526 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11492523.000000 Penalty: 5691.891113
	Iteration 40F: 3 clusters Score -1.149252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11492525.000000 Penalty: 5691.891113
	Iteration 41Q: 3 clusters Score -1.149252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95530 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11492528.000000 Penalty: 5691.891113
	Iteration 42Q: 3 clusters Score -1.149253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95532 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11492528.000000 Penalty: 5691.891113
	Iteration 43Q: 3 clusters Score -1.149253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95536 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11492518.000000 Penalty: 5691.891113
	Iteration 44Q: 3 clusters Score -1.149252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95538 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11492524.000000 Penalty: 5691.891113
	Iteration 45Q: 3 clusters Score -1.149252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95541 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -11492529.000000 Penalty: 5691.891113
	Iteration 46Q: 3 clusters Score -1.149253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -11492534.000000 Penalty: 5691.891113
	Iteration 47Q: 3 clusters Score -1.149253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95546 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11492538.000000 Penalty: 5691.891113
	Iteration 48Q: 3 clusters Score -1.149254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95547 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -11492541.000000 Penalty: 5691.891113
	Iteration 49Q: 3 clusters Score -1.149254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95548 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11492544.000000 Penalty: 5691.891113
	Iteration 50Q: 3 clusters Score -1.149254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95549 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -11492541.000000 Penalty: 5691.891113
	Iteration 51Q: 3 clusters Score -1.149254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95551 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11492556.000000 Penalty: 5691.891113
	Iteration 52Q: 3 clusters Score -1.149256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95552 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -11492543.000000 Penalty: 5691.891113
	Iteration 53Q: 3 clusters Score -1.149254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95552 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -11492543.000000 Penalty: 5691.891113
	Iteration 54F: 3 clusters Score -1.149254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203449 members 
Entering Unmasked Estep 
Score: -24022740.000000 Penalty: 3031.346191
	Iteration 0F: 2 clusters Score -2.402274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 101615 members 
Entering Unmasked Estep 
Score: -23890318.000000 Penalty: 6062.692383
	Iteration 0F: 3 clusters Score -2.389032e+07 nChanged 97859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 102748 members 
Entering Unmasked Estep 
Score: -23947444.000000 Penalty: 6062.692383
	Iteration 1F: 3 clusters Score -2.394744e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100144 members 
Mstep: Class 2 contains 103305 members 
Entering Unmasked Estep 
Score: -23948672.000000 Penalty: 6062.692383
	Iteration 2Q: 3 clusters Score -2.394867e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99348 members 
Mstep: Class 2 contains 104101 members 
Entering Unmasked Estep 
Score: -23950382.000000 Penalty: 6062.692383
	Iteration 3Q: 3 clusters Score -2.395038e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 105262 members 
Entering Unmasked Estep 
Score: -23952362.000000 Penalty: 6062.692383
	Iteration 4Q: 3 clusters Score -2.395236e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 106718 members 
Entering Unmasked Estep 
Score: -23954740.000000 Penalty: 6062.692383
	Iteration 5Q: 3 clusters Score -2.395474e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 108452 members 
Entering Unmasked Estep 
Score: -23957554.000000 Penalty: 6062.692383
	Iteration 6Q: 3 clusters Score -2.395755e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93104 members 
Mstep: Class 2 contains 110345 members 
Entering Unmasked Estep 
Score: -23960806.000000 Penalty: 6062.692383
	Iteration 7Q: 3 clusters Score -2.396081e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90751 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -23964534.000000 Penalty: 6062.692383
	Iteration 8Q: 3 clusters Score -2.396453e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 115529 members 
Entering Unmasked Estep 
Score: -23968444.000000 Penalty: 6062.692383
	Iteration 9Q: 3 clusters Score -2.396844e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 118835 members 
Entering Unmasked Estep 
Score: -23972452.000000 Penalty: 6062.692383
	Iteration 10Q: 3 clusters Score -2.397245e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80988 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -23976150.000000 Penalty: 6062.692383
	Iteration 11Q: 3 clusters Score -2.397615e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 126047 members 
Entering Unmasked Estep 
Score: -23979804.000000 Penalty: 6062.692383
	Iteration 12Q: 3 clusters Score -2.39798e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 129860 members 
Entering Unmasked Estep 
Score: -23984002.000000 Penalty: 6062.692383
	Iteration 13Q: 3 clusters Score -2.3984e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 133707 members 
Entering Unmasked Estep 
Score: -23989000.000000 Penalty: 6062.692383
	Iteration 14Q: 3 clusters Score -2.3989e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 137576 members 
Entering Unmasked Estep 
Score: -23993708.000000 Penalty: 6062.692383
	Iteration 15Q: 3 clusters Score -2.399371e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 141366 members 
Entering Unmasked Estep 
Score: -23996770.000000 Penalty: 6062.692383
	Iteration 16Q: 3 clusters Score -2.399677e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 145220 members 
Entering Unmasked Estep 
Score: -23998572.000000 Penalty: 6062.692383
	Iteration 17Q: 3 clusters Score -2.399857e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 149275 members 
Entering Unmasked Estep 
Score: -24000156.000000 Penalty: 6062.692383
	Iteration 18Q: 3 clusters Score -2.400016e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 153465 members 
Entering Unmasked Estep 
Score: -24001846.000000 Penalty: 6062.692383
	Iteration 19Q: 3 clusters Score -2.400185e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 157812 members 
Entering Unmasked Estep 
Score: -24003448.000000 Penalty: 6062.692383
	Iteration 20F: 3 clusters Score -2.400345e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 162182 members 
Entering Unmasked Estep 
Score: -24005032.000000 Penalty: 6062.692383
	Iteration 21Q: 3 clusters Score -2.400503e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 166540 members 
Entering Unmasked Estep 
Score: -24006604.000000 Penalty: 6062.692383
	Iteration 22Q: 3 clusters Score -2.40066e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 170640 members 
Entering Unmasked Estep 
Score: -24008284.000000 Penalty: 6062.692383
	Iteration 23Q: 3 clusters Score -2.400828e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 174411 members 
Entering Unmasked Estep 
Score: -24009892.000000 Penalty: 6062.692383
	Iteration 24Q: 3 clusters Score -2.400989e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 177959 members 
Entering Unmasked Estep 
Score: -24011338.000000 Penalty: 6062.692383
	Iteration 25Q: 3 clusters Score -2.401134e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 181132 members 
Entering Unmasked Estep 
Score: -24012826.000000 Penalty: 6062.692383
	Iteration 26Q: 3 clusters Score -2.401283e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 184009 members 
Entering Unmasked Estep 
Score: -24014230.000000 Penalty: 6062.692383
	Iteration 27Q: 3 clusters Score -2.401423e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 186468 members 
Entering Unmasked Estep 
Score: -24015406.000000 Penalty: 6062.692383
	Iteration 28Q: 3 clusters Score -2.401541e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 188494 members 
Entering Unmasked Estep 
Score: -24016212.000000 Penalty: 6062.692383
	Iteration 29Q: 3 clusters Score -2.401621e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 190232 members 
Entering Unmasked Estep 
Score: -24016770.000000 Penalty: 6062.692383
	Iteration 30Q: 3 clusters Score -2.401677e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 191745 members 
Entering Unmasked Estep 
Score: -24017382.000000 Penalty: 6062.692383
	Iteration 31Q: 3 clusters Score -2.401738e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 193079 members 
Entering Unmasked Estep 
Score: -24017962.000000 Penalty: 6062.692383
	Iteration 32Q: 3 clusters Score -2.401796e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 194182 members 
Entering Unmasked Estep 
Score: -24018302.000000 Penalty: 6062.692383
	Iteration 33Q: 3 clusters Score -2.40183e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 195087 members 
Entering Unmasked Estep 
Score: -24018626.000000 Penalty: 6062.692383
	Iteration 34Q: 3 clusters Score -2.401863e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 195884 members 
Entering Unmasked Estep 
Score: -24018754.000000 Penalty: 6062.692383
	Iteration 35Q: 3 clusters Score -2.401875e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 196579 members 
Entering Unmasked Estep 
Score: -24018850.000000 Penalty: 6062.692383
	Iteration 36Q: 3 clusters Score -2.401885e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 197254 members 
Entering Unmasked Estep 
Score: -24019004.000000 Penalty: 6062.692383
	Iteration 37Q: 3 clusters Score -2.4019e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 197869 members 
Entering Unmasked Estep 
Score: -24019122.000000 Penalty: 6062.692383
	Iteration 38Q: 3 clusters Score -2.401912e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 198376 members 
Entering Unmasked Estep 
Score: -24019306.000000 Penalty: 6062.692383
	Iteration 39Q: 3 clusters Score -2.401931e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 198841 members 
Entering Unmasked Estep 
Score: -24019388.000000 Penalty: 6062.692383
	Iteration 40F: 3 clusters Score -2.401939e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 199235 members 
Entering Unmasked Estep 
Score: -24019482.000000 Penalty: 6062.692383
	Iteration 41Q: 3 clusters Score -2.401948e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 199559 members 
Entering Unmasked Estep 
Score: -24019514.000000 Penalty: 6062.692383
	Iteration 42Q: 3 clusters Score -2.401951e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 199844 members 
Entering Unmasked Estep 
Score: -24019620.000000 Penalty: 6062.692383
	Iteration 43Q: 3 clusters Score -2.401962e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 200083 members 
Entering Unmasked Estep 
Score: -24019718.000000 Penalty: 6062.692383
	Iteration 44Q: 3 clusters Score -2.401972e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 200308 members 
Entering Unmasked Estep 
Score: -24019804.000000 Penalty: 6062.692383
	Iteration 45Q: 3 clusters Score -2.40198e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 200518 members 
Entering Unmasked Estep 
Score: -24019834.000000 Penalty: 6062.692383
	Iteration 46Q: 3 clusters Score -2.401983e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 200681 members 
Entering Unmasked Estep 
Score: -24019880.000000 Penalty: 6062.692383
	Iteration 47Q: 3 clusters Score -2.401988e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 200828 members 
Entering Unmasked Estep 
Score: -24019866.000000 Penalty: 6062.692383
	Iteration 48Q: 3 clusters Score -2.401987e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 200964 members 
Entering Unmasked Estep 
Score: -24019904.000000 Penalty: 6062.692383
	Iteration 49Q: 3 clusters Score -2.40199e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 201079 members 
Entering Unmasked Estep 
Score: -24019936.000000 Penalty: 6062.692383
	Iteration 50Q: 3 clusters Score -2.401994e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 201192 members 
Entering Unmasked Estep 
Score: -24019906.000000 Penalty: 6062.692383
	Iteration 51Q: 3 clusters Score -2.401991e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 201286 members 
Entering Unmasked Estep 
Score: -24019950.000000 Penalty: 6062.692383
	Iteration 52Q: 3 clusters Score -2.401995e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 201385 members 
Entering Unmasked Estep 
Score: -24019974.000000 Penalty: 6062.692383
	Iteration 53Q: 3 clusters Score -2.401997e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 201486 members 
Entering Unmasked Estep 
Score: -24019978.000000 Penalty: 6062.692383
	Iteration 54Q: 3 clusters Score -2.401998e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 201576 members 
Entering Unmasked Estep 
Score: -24020016.000000 Penalty: 6062.692383
	Iteration 55Q: 3 clusters Score -2.402002e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 201654 members 
Entering Unmasked Estep 
Score: -24020006.000000 Penalty: 6062.692383
	Iteration 56Q: 3 clusters Score -2.402001e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 201744 members 
Entering Unmasked Estep 
Score: -24020030.000000 Penalty: 6062.692383
	Iteration 57Q: 3 clusters Score -2.402003e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 201822 members 
Entering Unmasked Estep 
Score: -24020052.000000 Penalty: 6062.692383
	Iteration 58Q: 3 clusters Score -2.402005e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 201881 members 
Entering Unmasked Estep 
Score: -24020070.000000 Penalty: 6062.692383
	Iteration 59Q: 3 clusters Score -2.402007e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 201947 members 
Entering Unmasked Estep 
Score: -24020068.000000 Penalty: 6062.692383
	Iteration 60F: 3 clusters Score -2.402007e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 202011 members 
Entering Unmasked Estep 
Score: -24020126.000000 Penalty: 6062.692383
	Iteration 61Q: 3 clusters Score -2.402013e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 202072 members 
Entering Unmasked Estep 
Score: -24020108.000000 Penalty: 6062.692383
	Iteration 62Q: 3 clusters Score -2.402011e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 202124 members 
Entering Unmasked Estep 
Score: -24020164.000000 Penalty: 6062.692383
	Iteration 63Q: 3 clusters Score -2.402016e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 202168 members 
Entering Unmasked Estep 
Score: -24020218.000000 Penalty: 6062.692383
	Iteration 64Q: 3 clusters Score -2.402022e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 202207 members 
Entering Unmasked Estep 
Score: -24020222.000000 Penalty: 6062.692383
	Iteration 65Q: 3 clusters Score -2.402022e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 202231 members 
Entering Unmasked Estep 
Score: -24020234.000000 Penalty: 6062.692383
	Iteration 66Q: 3 clusters Score -2.402023e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 202257 members 
Entering Unmasked Estep 
Score: -24020236.000000 Penalty: 6062.692383
	Iteration 67Q: 3 clusters Score -2.402024e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 202282 members 
Entering Unmasked Estep 
Score: -24020224.000000 Penalty: 6062.692383
	Iteration 68Q: 3 clusters Score -2.402022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 202295 members 
Entering Unmasked Estep 
Score: -24020242.000000 Penalty: 6062.692383
	Iteration 69Q: 3 clusters Score -2.402024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 202302 members 
Entering Unmasked Estep 
Score: -24020238.000000 Penalty: 6062.692383
	Iteration 70Q: 3 clusters Score -2.402024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 202316 members 
Entering Unmasked Estep 
Score: -24020240.000000 Penalty: 6062.692383
	Iteration 71Q: 3 clusters Score -2.402024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 202329 members 
Entering Unmasked Estep 
Score: -24020244.000000 Penalty: 6062.692383
	Iteration 72Q: 3 clusters Score -2.402024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 202345 members 
Entering Unmasked Estep 
Score: -24020254.000000 Penalty: 6062.692383
	Iteration 73Q: 3 clusters Score -2.402025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 202361 members 
Entering Unmasked Estep 
Score: -24020260.000000 Penalty: 6062.692383
	Iteration 74Q: 3 clusters Score -2.402026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 202374 members 
Entering Unmasked Estep 
Score: -24020276.000000 Penalty: 6062.692383
	Iteration 75Q: 3 clusters Score -2.402028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 202388 members 
Entering Unmasked Estep 
Score: -24020270.000000 Penalty: 6062.692383
	Iteration 76Q: 3 clusters Score -2.402027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 202399 members 
Entering Unmasked Estep 
Score: -24020280.000000 Penalty: 6062.692383
	Iteration 77Q: 3 clusters Score -2.402028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 202415 members 
Entering Unmasked Estep 
Score: -24020270.000000 Penalty: 6062.692383
	Iteration 78Q: 3 clusters Score -2.402027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 202431 members 
Entering Unmasked Estep 
Score: -24020262.000000 Penalty: 6062.692383
	Iteration 79Q: 3 clusters Score -2.402026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 202449 members 
Entering Unmasked Estep 
Score: -24020272.000000 Penalty: 6062.692383
	Iteration 80F: 3 clusters Score -2.402027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 202467 members 
Entering Unmasked Estep 
Score: -24020268.000000 Penalty: 6062.692383
	Iteration 81Q: 3 clusters Score -2.402027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 202480 members 
Entering Unmasked Estep 
Score: -24020286.000000 Penalty: 6062.692383
	Iteration 82Q: 3 clusters Score -2.402029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 202491 members 
Entering Unmasked Estep 
Score: -24020272.000000 Penalty: 6062.692383
	Iteration 83Q: 3 clusters Score -2.402027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 202500 members 
Entering Unmasked Estep 
Score: -24020290.000000 Penalty: 6062.692383
	Iteration 84Q: 3 clusters Score -2.402029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 202508 members 
Entering Unmasked Estep 
Score: -24020298.000000 Penalty: 6062.692383
	Iteration 85Q: 3 clusters Score -2.40203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 202512 members 
Entering Unmasked Estep 
Score: -24020280.000000 Penalty: 6062.692383
	Iteration 86Q: 3 clusters Score -2.402028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 202516 members 
Entering Unmasked Estep 
Score: -24020270.000000 Penalty: 6062.692383
	Iteration 87Q: 3 clusters Score -2.402027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 202518 members 
Entering Unmasked Estep 
Score: -24020270.000000 Penalty: 6062.692383
	Iteration 88Q: 3 clusters Score -2.402027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 202519 members 
Entering Unmasked Estep 
Score: -24020268.000000 Penalty: 6062.692383
	Iteration 89Q: 3 clusters Score -2.402027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 202520 members 
Entering Unmasked Estep 
Score: -24020274.000000 Penalty: 6062.692383
	Iteration 90Q: 3 clusters Score -2.402027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 202521 members 
Entering Unmasked Estep 
Score: -24020280.000000 Penalty: 6062.692383
	Iteration 91Q: 3 clusters Score -2.402028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 202521 members 
Entering Unmasked Estep 
Score: -24020280.000000 Penalty: 6062.692383
	Iteration 92F: 3 clusters Score -2.402028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Entering Unmasked Estep 
Score: -1173135.875000 Penalty: 2285.179199
	Iteration 0F: 2 clusters Score -1173136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1165411.875000 Penalty: 4570.358398
	Iteration 0F: 3 clusters Score -1165412 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1167837.750000 Penalty: 4570.358398
	Iteration 1F: 3 clusters Score -1167838 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1168380.250000 Penalty: 4570.358398
	Iteration 2F: 3 clusters Score -1168380 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1168834.625000 Penalty: 4570.358398
	Iteration 3F: 3 clusters Score -1168835 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1169285.750000 Penalty: 4570.358398
	Iteration 4F: 3 clusters Score -1169286 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1169736.875000 Penalty: 4570.358398
	Iteration 5F: 3 clusters Score -1169737 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1170143.000000 Penalty: 4570.358398
	Iteration 6F: 3 clusters Score -1170143 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1170488.625000 Penalty: 4570.358398
	Iteration 7F: 3 clusters Score -1170489 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1170774.500000 Penalty: 4570.358398
	Iteration 8Q: 3 clusters Score -1170774 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1170972.875000 Penalty: 4570.358398
	Iteration 9Q: 3 clusters Score -1170973 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1171114.875000 Penalty: 4570.358398
	Iteration 10Q: 3 clusters Score -1171115 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1171232.250000 Penalty: 4570.358398
	Iteration 11Q: 3 clusters Score -1171232 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1171339.750000 Penalty: 4570.358398
	Iteration 12Q: 3 clusters Score -1171340 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1171437.375000 Penalty: 4570.358398
	Iteration 13Q: 3 clusters Score -1171437 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1171528.375000 Penalty: 4570.358398
	Iteration 14Q: 3 clusters Score -1171528 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1171612.125000 Penalty: 4570.358398
	Iteration 15Q: 3 clusters Score -1171612 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1171680.250000 Penalty: 4570.358398
	Iteration 16Q: 3 clusters Score -1171680 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1171733.750000 Penalty: 4570.358398
	Iteration 17Q: 3 clusters Score -1171734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1171761.750000 Penalty: 4570.358398
	Iteration 18Q: 3 clusters Score -1171762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1171788.000000 Penalty: 4570.358398
	Iteration 19Q: 3 clusters Score -1171788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1171803.750000 Penalty: 4570.358398
	Iteration 20F: 3 clusters Score -1171804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1171822.625000 Penalty: 4570.358398
	Iteration 21Q: 3 clusters Score -1171823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1171830.125000 Penalty: 4570.358398
	Iteration 22Q: 3 clusters Score -1171830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1171842.500000 Penalty: 4570.358398
	Iteration 23Q: 3 clusters Score -1171842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1171850.500000 Penalty: 4570.358398
	Iteration 24Q: 3 clusters Score -1171850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1171866.750000 Penalty: 4570.358398
	Iteration 25Q: 3 clusters Score -1171867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1171873.875000 Penalty: 4570.358398
	Iteration 26Q: 3 clusters Score -1171874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1171883.125000 Penalty: 4570.358398
	Iteration 27Q: 3 clusters Score -1171883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1171887.500000 Penalty: 4570.358398
	Iteration 28Q: 3 clusters Score -1171888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1171896.375000 Penalty: 4570.358398
	Iteration 29Q: 3 clusters Score -1171896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1171899.750000 Penalty: 4570.358398
	Iteration 30Q: 3 clusters Score -1171900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1171909.125000 Penalty: 4570.358398
	Iteration 31Q: 3 clusters Score -1171909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1171910.750000 Penalty: 4570.358398
	Iteration 32Q: 3 clusters Score -1171911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1171914.750000 Penalty: 4570.358398
	Iteration 33Q: 3 clusters Score -1171915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1171919.875000 Penalty: 4570.358398
	Iteration 34Q: 3 clusters Score -1171920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1171922.500000 Penalty: 4570.358398
	Iteration 35Q: 3 clusters Score -1171922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1171928.375000 Penalty: 4570.358398
	Iteration 36Q: 3 clusters Score -1171928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1171933.125000 Penalty: 4570.358398
	Iteration 37Q: 3 clusters Score -1171933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1171933.250000 Penalty: 4570.358398
	Iteration 38Q: 3 clusters Score -1171933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1171934.000000 Penalty: 4570.358398
	Iteration 39Q: 3 clusters Score -1171934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1171933.125000 Penalty: 4570.358398
	Iteration 40F: 3 clusters Score -1171933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1171935.250000 Penalty: 4570.358398
	Iteration 41Q: 3 clusters Score -1171935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1171936.000000 Penalty: 4570.358398
	Iteration 42Q: 3 clusters Score -1171936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1171937.125000 Penalty: 4570.358398
	Iteration 43Q: 3 clusters Score -1171937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1171937.000000 Penalty: 4570.358398
	Iteration 44Q: 3 clusters Score -1171937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1171939.375000 Penalty: 4570.358398
	Iteration 45Q: 3 clusters Score -1171939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1171941.000000 Penalty: 4570.358398
	Iteration 46Q: 3 clusters Score -1171941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1171942.875000 Penalty: 4570.358398
	Iteration 47Q: 3 clusters Score -1171943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1171945.250000 Penalty: 4570.358398
	Iteration 48Q: 3 clusters Score -1171945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1171945.250000 Penalty: 4570.358398
	Iteration 49F: 3 clusters Score -1171945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Entering Unmasked Estep 
Score: -567831.875000 Penalty: 2096.337646
	Iteration 0F: 2 clusters Score -567831.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -563515.875000 Penalty: 4192.675293
	Iteration 0F: 3 clusters Score -563515.9 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -564477.500000 Penalty: 4192.675293
	Iteration 1F: 3 clusters Score -564477.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -564692.687500 Penalty: 4192.675293
	Iteration 2F: 3 clusters Score -564692.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -564822.750000 Penalty: 4192.675293
	Iteration 3Q: 3 clusters Score -564822.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -564912.500000 Penalty: 4192.675293
	Iteration 4Q: 3 clusters Score -564912.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -564977.187500 Penalty: 4192.675293
	Iteration 5Q: 3 clusters Score -564977.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -565024.312500 Penalty: 4192.675293
	Iteration 6Q: 3 clusters Score -565024.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -565063.562500 Penalty: 4192.675293
	Iteration 7Q: 3 clusters Score -565063.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -565096.375000 Penalty: 4192.675293
	Iteration 8Q: 3 clusters Score -565096.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -565123.500000 Penalty: 4192.675293
	Iteration 9Q: 3 clusters Score -565123.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -565156.187500 Penalty: 4192.675293
	Iteration 10Q: 3 clusters Score -565156.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -565190.187500 Penalty: 4192.675293
	Iteration 11Q: 3 clusters Score -565190.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -565233.125000 Penalty: 4192.675293
	Iteration 12Q: 3 clusters Score -565233.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -565277.437500 Penalty: 4192.675293
	Iteration 13Q: 3 clusters Score -565277.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -565325.500000 Penalty: 4192.675293
	Iteration 14Q: 3 clusters Score -565325.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -565380.875000 Penalty: 4192.675293
	Iteration 15Q: 3 clusters Score -565380.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -565437.375000 Penalty: 4192.675293
	Iteration 16Q: 3 clusters Score -565437.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -565508.437500 Penalty: 4192.675293
	Iteration 17Q: 3 clusters Score -565508.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -565577.125000 Penalty: 4192.675293
	Iteration 18Q: 3 clusters Score -565577.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -565651.062500 Penalty: 4192.675293
	Iteration 19Q: 3 clusters Score -565651.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -565739.812500 Penalty: 4192.675293
	Iteration 20F: 3 clusters Score -565739.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -565817.750000 Penalty: 4192.675293
	Iteration 21Q: 3 clusters Score -565817.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -565879.312500 Penalty: 4192.675293
	Iteration 22Q: 3 clusters Score -565879.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -565917.062500 Penalty: 4192.675293
	Iteration 23Q: 3 clusters Score -565917.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -565945.000000 Penalty: 4192.675293
	Iteration 24Q: 3 clusters Score -565945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -565978.437500 Penalty: 4192.675293
	Iteration 25Q: 3 clusters Score -565978.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -566008.000000 Penalty: 4192.675293
	Iteration 26Q: 3 clusters Score -566008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -566030.312500 Penalty: 4192.675293
	Iteration 27Q: 3 clusters Score -566030.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -566050.000000 Penalty: 4192.675293
	Iteration 28Q: 3 clusters Score -566050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -566066.000000 Penalty: 4192.675293
	Iteration 29Q: 3 clusters Score -566066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -566082.625000 Penalty: 4192.675293
	Iteration 30Q: 3 clusters Score -566082.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -566097.062500 Penalty: 4192.675293
	Iteration 31Q: 3 clusters Score -566097.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -566108.312500 Penalty: 4192.675293
	Iteration 32Q: 3 clusters Score -566108.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -566115.062500 Penalty: 4192.675293
	Iteration 33Q: 3 clusters Score -566115.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -566121.750000 Penalty: 4192.675293
	Iteration 34Q: 3 clusters Score -566121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -566127.312500 Penalty: 4192.675293
	Iteration 35Q: 3 clusters Score -566127.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -566129.375000 Penalty: 4192.675293
	Iteration 36Q: 3 clusters Score -566129.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -566133.437500 Penalty: 4192.675293
	Iteration 37Q: 3 clusters Score -566133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -566133.562500 Penalty: 4192.675293
	Iteration 38Q: 3 clusters Score -566133.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -566141.312500 Penalty: 4192.675293
	Iteration 39Q: 3 clusters Score -566141.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -566149.500000 Penalty: 4192.675293
	Iteration 40F: 3 clusters Score -566149.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -566157.000000 Penalty: 4192.675293
	Iteration 41Q: 3 clusters Score -566157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -566163.625000 Penalty: 4192.675293
	Iteration 42Q: 3 clusters Score -566163.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -566170.187500 Penalty: 4192.675293
	Iteration 43Q: 3 clusters Score -566170.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -566175.687500 Penalty: 4192.675293
	Iteration 44Q: 3 clusters Score -566175.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -566179.312500 Penalty: 4192.675293
	Iteration 45Q: 3 clusters Score -566179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -566182.812500 Penalty: 4192.675293
	Iteration 46Q: 3 clusters Score -566182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -566188.687500 Penalty: 4192.675293
	Iteration 47Q: 3 clusters Score -566188.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -566192.125000 Penalty: 4192.675293
	Iteration 48Q: 3 clusters Score -566192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -566192.437500 Penalty: 4192.675293
	Iteration 49Q: 3 clusters Score -566192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -566194.437500 Penalty: 4192.675293
	Iteration 50Q: 3 clusters Score -566194.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -566196.562500 Penalty: 4192.675293
	Iteration 51Q: 3 clusters Score -566196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -566197.750000 Penalty: 4192.675293
	Iteration 52Q: 3 clusters Score -566197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -566197.875000 Penalty: 4192.675293
	Iteration 53Q: 3 clusters Score -566197.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -566197.875000 Penalty: 4192.675293
	Iteration 54F: 3 clusters Score -566197.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Entering Unmasked Estep 
Score: -5332596.500000 Penalty: 2654.332275
	Iteration 0F: 2 clusters Score -5332596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -5302549.000000 Penalty: 5308.664551
	Iteration 0F: 3 clusters Score -5302549 nChanged 20426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -5313613.500000 Penalty: 5308.664551
	Iteration 1F: 3 clusters Score -5313614 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5314410.000000 Penalty: 5308.664551
	Iteration 2Q: 3 clusters Score -5314410 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -5315542.000000 Penalty: 5308.664551
	Iteration 3F: 3 clusters Score -5315542 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -5317434.500000 Penalty: 5308.664551
	Iteration 4F: 3 clusters Score -5317434 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -5320242.000000 Penalty: 5308.664551
	Iteration 5F: 3 clusters Score -5320242 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -5323565.500000 Penalty: 5308.664551
	Iteration 6F: 3 clusters Score -5323566 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -5326745.500000 Penalty: 5308.664551
	Iteration 7F: 3 clusters Score -5326746 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -5329022.500000 Penalty: 5308.664551
	Iteration 8F: 3 clusters Score -5329022 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -5329966.000000 Penalty: 5308.664551
	Iteration 9Q: 3 clusters Score -5329966 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -5330336.500000 Penalty: 5308.664551
	Iteration 10Q: 3 clusters Score -5330336 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -5330482.500000 Penalty: 5308.664551
	Iteration 11Q: 3 clusters Score -5330482 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -5330567.000000 Penalty: 5308.664551
	Iteration 12Q: 3 clusters Score -5330567 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -5330630.000000 Penalty: 5308.664551
	Iteration 13Q: 3 clusters Score -5330630 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -5330705.500000 Penalty: 5308.664551
	Iteration 14Q: 3 clusters Score -5330706 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -5330786.000000 Penalty: 5308.664551
	Iteration 15Q: 3 clusters Score -5330786 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -5330827.500000 Penalty: 5308.664551
	Iteration 16Q: 3 clusters Score -5330828 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -5330859.500000 Penalty: 5308.664551
	Iteration 17Q: 3 clusters Score -5330860 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -5330869.500000 Penalty: 5308.664551
	Iteration 18Q: 3 clusters Score -5330870 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -5330898.000000 Penalty: 5308.664551
	Iteration 19Q: 3 clusters Score -5330898 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -5330939.500000 Penalty: 5308.664551
	Iteration 20F: 3 clusters Score -5330940 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -5330940.500000 Penalty: 5308.664551
	Iteration 21Q: 3 clusters Score -5330940 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -5330948.000000 Penalty: 5308.664551
	Iteration 22Q: 3 clusters Score -5330948 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -5330972.500000 Penalty: 5308.664551
	Iteration 23Q: 3 clusters Score -5330972 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -5330981.500000 Penalty: 5308.664551
	Iteration 24Q: 3 clusters Score -5330982 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -5330993.500000 Penalty: 5308.664551
	Iteration 25Q: 3 clusters Score -5330994 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -5331011.500000 Penalty: 5308.664551
	Iteration 26Q: 3 clusters Score -5331012 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -5331012.500000 Penalty: 5308.664551
	Iteration 27Q: 3 clusters Score -5331012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -5331028.000000 Penalty: 5308.664551
	Iteration 28Q: 3 clusters Score -5331028 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -5331025.500000 Penalty: 5308.664551
	Iteration 29Q: 3 clusters Score -5331026 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -5331065.500000 Penalty: 5308.664551
	Iteration 30Q: 3 clusters Score -5331066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -5331049.500000 Penalty: 5308.664551
	Iteration 31Q: 3 clusters Score -5331050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -5331067.000000 Penalty: 5308.664551
	Iteration 32Q: 3 clusters Score -5331067 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -5331083.500000 Penalty: 5308.664551
	Iteration 33Q: 3 clusters Score -5331084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -5331102.500000 Penalty: 5308.664551
	Iteration 34Q: 3 clusters Score -5331102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -5331108.500000 Penalty: 5308.664551
	Iteration 35Q: 3 clusters Score -5331108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -5331116.000000 Penalty: 5308.664551
	Iteration 36Q: 3 clusters Score -5331116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -5331129.500000 Penalty: 5308.664551
	Iteration 37Q: 3 clusters Score -5331130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -5331134.500000 Penalty: 5308.664551
	Iteration 38Q: 3 clusters Score -5331134 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -5331153.000000 Penalty: 5308.664551
	Iteration 39Q: 3 clusters Score -5331153 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5331152.000000 Penalty: 5308.664551
	Iteration 40F: 3 clusters Score -5331152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -5331156.000000 Penalty: 5308.664551
	Iteration 41Q: 3 clusters Score -5331156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5331171.000000 Penalty: 5308.664551
	Iteration 42Q: 3 clusters Score -5331171 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -5331188.000000 Penalty: 5308.664551
	Iteration 43Q: 3 clusters Score -5331188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -5331200.000000 Penalty: 5308.664551
	Iteration 44Q: 3 clusters Score -5331200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5331198.000000 Penalty: 5308.664551
	Iteration 45Q: 3 clusters Score -5331198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -5331211.500000 Penalty: 5308.664551
	Iteration 46Q: 3 clusters Score -5331212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -5331216.500000 Penalty: 5308.664551
	Iteration 47Q: 3 clusters Score -5331216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -5331210.000000 Penalty: 5308.664551
	Iteration 48Q: 3 clusters Score -5331210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5331213.000000 Penalty: 5308.664551
	Iteration 49Q: 3 clusters Score -5331213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -5331213.500000 Penalty: 5308.664551
	Iteration 50Q: 3 clusters Score -5331214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -5331209.500000 Penalty: 5308.664551
	Iteration 51Q: 3 clusters Score -5331210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5331213.500000 Penalty: 5308.664551
	Iteration 52Q: 3 clusters Score -5331214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -5331222.000000 Penalty: 5308.664551
	Iteration 53Q: 3 clusters Score -5331222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -5331233.500000 Penalty: 5308.664551
	Iteration 54Q: 3 clusters Score -5331234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -5331226.500000 Penalty: 5308.664551
	Iteration 55Q: 3 clusters Score -5331226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -5331231.500000 Penalty: 5308.664551
	Iteration 56Q: 3 clusters Score -5331232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -5331236.000000 Penalty: 5308.664551
	Iteration 57Q: 3 clusters Score -5331236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -5331249.000000 Penalty: 5308.664551
	Iteration 58Q: 3 clusters Score -5331249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5331252.000000 Penalty: 5308.664551
	Iteration 59Q: 3 clusters Score -5331252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -5331249.000000 Penalty: 5308.664551
	Iteration 60F: 3 clusters Score -5331249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -5331249.000000 Penalty: 5308.664551
	Iteration 61Q: 3 clusters Score -5331249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5331253.000000 Penalty: 5308.664551
	Iteration 62Q: 3 clusters Score -5331253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5331256.500000 Penalty: 5308.664551
	Iteration 63Q: 3 clusters Score -5331256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -5331271.500000 Penalty: 5308.664551
	Iteration 64Q: 3 clusters Score -5331272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5331275.000000 Penalty: 5308.664551
	Iteration 65Q: 3 clusters Score -5331275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -5331271.000000 Penalty: 5308.664551
	Iteration 66Q: 3 clusters Score -5331271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -5331270.000000 Penalty: 5308.664551
	Iteration 67Q: 3 clusters Score -5331270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -5331272.500000 Penalty: 5308.664551
	Iteration 68Q: 3 clusters Score -5331272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -5331267.500000 Penalty: 5308.664551
	Iteration 69Q: 3 clusters Score -5331268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5331268.500000 Penalty: 5308.664551
	Iteration 70Q: 3 clusters Score -5331268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -5331275.500000 Penalty: 5308.664551
	Iteration 71Q: 3 clusters Score -5331276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -5331269.000000 Penalty: 5308.664551
	Iteration 72Q: 3 clusters Score -5331269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -5331274.000000 Penalty: 5308.664551
	Iteration 73Q: 3 clusters Score -5331274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -5331285.000000 Penalty: 5308.664551
	Iteration 74Q: 3 clusters Score -5331285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -5331286.000000 Penalty: 5308.664551
	Iteration 75Q: 3 clusters Score -5331286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5331279.500000 Penalty: 5308.664551
	Iteration 76Q: 3 clusters Score -5331280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -5331278.500000 Penalty: 5308.664551
	Iteration 77Q: 3 clusters Score -5331278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5331275.500000 Penalty: 5308.664551
	Iteration 78Q: 3 clusters Score -5331276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5331277.000000 Penalty: 5308.664551
	Iteration 79Q: 3 clusters Score -5331277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -5331281.000000 Penalty: 5308.664551
	Iteration 80F: 3 clusters Score -5331281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Entering Unmasked Estep 
Score: -568251.687500 Penalty: 2121.465576
	Iteration 0F: 2 clusters Score -568251.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -563605.875000 Penalty: 4242.931152
	Iteration 0F: 3 clusters Score -563605.9 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -564749.375000 Penalty: 4242.931152
	Iteration 1F: 3 clusters Score -564749.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -564995.125000 Penalty: 4242.931152
	Iteration 2F: 3 clusters Score -564995.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -565156.625000 Penalty: 4242.931152
	Iteration 3F: 3 clusters Score -565156.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -565322.750000 Penalty: 4242.931152
	Iteration 4Q: 3 clusters Score -565322.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -565489.562500 Penalty: 4242.931152
	Iteration 5Q: 3 clusters Score -565489.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -565654.875000 Penalty: 4242.931152
	Iteration 6Q: 3 clusters Score -565654.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -565827.625000 Penalty: 4242.931152
	Iteration 7Q: 3 clusters Score -565827.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -565988.312500 Penalty: 4242.931152
	Iteration 8Q: 3 clusters Score -565988.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -566128.125000 Penalty: 4242.931152
	Iteration 9Q: 3 clusters Score -566128.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -566244.125000 Penalty: 4242.931152
	Iteration 10Q: 3 clusters Score -566244.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -566358.562500 Penalty: 4242.931152
	Iteration 11Q: 3 clusters Score -566358.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -566444.500000 Penalty: 4242.931152
	Iteration 12Q: 3 clusters Score -566444.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -566513.437500 Penalty: 4242.931152
	Iteration 13Q: 3 clusters Score -566513.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -566577.562500 Penalty: 4242.931152
	Iteration 14Q: 3 clusters Score -566577.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -566639.437500 Penalty: 4242.931152
	Iteration 15Q: 3 clusters Score -566639.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -566688.625000 Penalty: 4242.931152
	Iteration 16Q: 3 clusters Score -566688.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -566721.187500 Penalty: 4242.931152
	Iteration 17Q: 3 clusters Score -566721.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -566751.375000 Penalty: 4242.931152
	Iteration 18Q: 3 clusters Score -566751.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -566776.750000 Penalty: 4242.931152
	Iteration 19Q: 3 clusters Score -566776.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -566798.375000 Penalty: 4242.931152
	Iteration 20F: 3 clusters Score -566798.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -566812.625000 Penalty: 4242.931152
	Iteration 21Q: 3 clusters Score -566812.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -566828.312500 Penalty: 4242.931152
	Iteration 22Q: 3 clusters Score -566828.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -566838.812500 Penalty: 4242.931152
	Iteration 23Q: 3 clusters Score -566838.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -566846.687500 Penalty: 4242.931152
	Iteration 24Q: 3 clusters Score -566846.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -566853.812500 Penalty: 4242.931152
	Iteration 25Q: 3 clusters Score -566853.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -566857.312500 Penalty: 4242.931152
	Iteration 26Q: 3 clusters Score -566857.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -566860.562500 Penalty: 4242.931152
	Iteration 27Q: 3 clusters Score -566860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -566864.187500 Penalty: 4242.931152
	Iteration 28Q: 3 clusters Score -566864.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -566867.625000 Penalty: 4242.931152
	Iteration 29Q: 3 clusters Score -566867.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -566869.687500 Penalty: 4242.931152
	Iteration 30Q: 3 clusters Score -566869.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -566870.312500 Penalty: 4242.931152
	Iteration 31Q: 3 clusters Score -566870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -566871.312500 Penalty: 4242.931152
	Iteration 32Q: 3 clusters Score -566871.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -566875.312500 Penalty: 4242.931152
	Iteration 33Q: 3 clusters Score -566875.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -566876.937500 Penalty: 4242.931152
	Iteration 34Q: 3 clusters Score -566876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -566880.437500 Penalty: 4242.931152
	Iteration 35Q: 3 clusters Score -566880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -566882.562500 Penalty: 4242.931152
	Iteration 36Q: 3 clusters Score -566882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -566883.500000 Penalty: 4242.931152
	Iteration 37Q: 3 clusters Score -566883.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -566884.312500 Penalty: 4242.931152
	Iteration 38Q: 3 clusters Score -566884.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -566884.375000 Penalty: 4242.931152
	Iteration 39Q: 3 clusters Score -566884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -566885.062500 Penalty: 4242.931152
	Iteration 40F: 3 clusters Score -566885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -566886.000000 Penalty: 4242.931152
	Iteration 41Q: 3 clusters Score -566886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -566887.500000 Penalty: 4242.931152
	Iteration 42Q: 3 clusters Score -566887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -566889.562500 Penalty: 4242.931152
	Iteration 43Q: 3 clusters Score -566889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -566889.812500 Penalty: 4242.931152
	Iteration 44Q: 3 clusters Score -566889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -566890.625000 Penalty: 4242.931152
	Iteration 45Q: 3 clusters Score -566890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -566891.312500 Penalty: 4242.931152
	Iteration 46Q: 3 clusters Score -566891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -566892.000000 Penalty: 4242.931152
	Iteration 47Q: 3 clusters Score -566892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -566891.687500 Penalty: 4242.931152
	Iteration 48Q: 3 clusters Score -566891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -566892.875000 Penalty: 4242.931152
	Iteration 49Q: 3 clusters Score -566892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -566892.562500 Penalty: 4242.931152
	Iteration 50Q: 3 clusters Score -566892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -566892.562500 Penalty: 4242.931152
	Iteration 51F: 3 clusters Score -566892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Entering Unmasked Estep 
Score: -1347037.875000 Penalty: 2317.289551
	Iteration 0F: 2 clusters Score -1347038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1338423.750000 Penalty: 4634.579102
	Iteration 0F: 3 clusters Score -1338424 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1341053.375000 Penalty: 4634.579102
	Iteration 1F: 3 clusters Score -1341053 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1341392.750000 Penalty: 4634.579102
	Iteration 2F: 3 clusters Score -1341393 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1341632.500000 Penalty: 4634.579102
	Iteration 3F: 3 clusters Score -1341632 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1341798.750000 Penalty: 4634.579102
	Iteration 4Q: 3 clusters Score -1341799 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1341945.750000 Penalty: 4634.579102
	Iteration 5Q: 3 clusters Score -1341946 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1342058.750000 Penalty: 4634.579102
	Iteration 6Q: 3 clusters Score -1342059 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1342163.875000 Penalty: 4634.579102
	Iteration 7Q: 3 clusters Score -1342164 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1342266.500000 Penalty: 4634.579102
	Iteration 8Q: 3 clusters Score -1342266 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1342374.875000 Penalty: 4634.579102
	Iteration 9Q: 3 clusters Score -1342375 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1342492.750000 Penalty: 4634.579102
	Iteration 10Q: 3 clusters Score -1342493 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1342594.750000 Penalty: 4634.579102
	Iteration 11Q: 3 clusters Score -1342595 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1342701.250000 Penalty: 4634.579102
	Iteration 12Q: 3 clusters Score -1342701 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1342806.125000 Penalty: 4634.579102
	Iteration 13Q: 3 clusters Score -1342806 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1342904.250000 Penalty: 4634.579102
	Iteration 14Q: 3 clusters Score -1342904 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1342990.125000 Penalty: 4634.579102
	Iteration 15Q: 3 clusters Score -1342990 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1343077.000000 Penalty: 4634.579102
	Iteration 16Q: 3 clusters Score -1343077 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1343153.750000 Penalty: 4634.579102
	Iteration 17Q: 3 clusters Score -1343154 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1343250.250000 Penalty: 4634.579102
	Iteration 18Q: 3 clusters Score -1343250 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1343360.250000 Penalty: 4634.579102
	Iteration 19Q: 3 clusters Score -1343360 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1343486.875000 Penalty: 4634.579102
	Iteration 20F: 3 clusters Score -1343487 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1343615.875000 Penalty: 4634.579102
	Iteration 21Q: 3 clusters Score -1343616 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1343745.875000 Penalty: 4634.579102
	Iteration 22Q: 3 clusters Score -1343746 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1343898.500000 Penalty: 4634.579102
	Iteration 23Q: 3 clusters Score -1343898 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1344063.000000 Penalty: 4634.579102
	Iteration 24Q: 3 clusters Score -1344063 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1344226.250000 Penalty: 4634.579102
	Iteration 25Q: 3 clusters Score -1344226 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1344376.500000 Penalty: 4634.579102
	Iteration 26Q: 3 clusters Score -1344376 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1344527.750000 Penalty: 4634.579102
	Iteration 27Q: 3 clusters Score -1344528 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1344656.875000 Penalty: 4634.579102
	Iteration 28Q: 3 clusters Score -1344657 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1344763.625000 Penalty: 4634.579102
	Iteration 29Q: 3 clusters Score -1344764 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1344835.375000 Penalty: 4634.579102
	Iteration 30Q: 3 clusters Score -1344835 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1344881.500000 Penalty: 4634.579102
	Iteration 31Q: 3 clusters Score -1344882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1344923.750000 Penalty: 4634.579102
	Iteration 32Q: 3 clusters Score -1344924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1344953.875000 Penalty: 4634.579102
	Iteration 33Q: 3 clusters Score -1344954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1344979.000000 Penalty: 4634.579102
	Iteration 34Q: 3 clusters Score -1344979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1345006.625000 Penalty: 4634.579102
	Iteration 35Q: 3 clusters Score -1345007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1345018.000000 Penalty: 4634.579102
	Iteration 36Q: 3 clusters Score -1345018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1345030.875000 Penalty: 4634.579102
	Iteration 37Q: 3 clusters Score -1345031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1345044.375000 Penalty: 4634.579102
	Iteration 38Q: 3 clusters Score -1345044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1345048.750000 Penalty: 4634.579102
	Iteration 39Q: 3 clusters Score -1345049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1345056.875000 Penalty: 4634.579102
	Iteration 40F: 3 clusters Score -1345057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1345063.500000 Penalty: 4634.579102
	Iteration 41Q: 3 clusters Score -1345064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1345075.625000 Penalty: 4634.579102
	Iteration 42Q: 3 clusters Score -1345076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1345077.750000 Penalty: 4634.579102
	Iteration 43Q: 3 clusters Score -1345078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1345082.750000 Penalty: 4634.579102
	Iteration 44Q: 3 clusters Score -1345083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1345086.875000 Penalty: 4634.579102
	Iteration 45Q: 3 clusters Score -1345087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1345086.500000 Penalty: 4634.579102
	Iteration 46Q: 3 clusters Score -1345086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1345086.500000 Penalty: 4634.579102
	Iteration 47Q: 3 clusters Score -1345086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1345085.875000 Penalty: 4634.579102
	Iteration 48Q: 3 clusters Score -1345086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1345089.375000 Penalty: 4634.579102
	Iteration 49Q: 3 clusters Score -1345089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1345095.750000 Penalty: 4634.579102
	Iteration 50Q: 3 clusters Score -1345096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1345101.125000 Penalty: 4634.579102
	Iteration 51Q: 3 clusters Score -1345101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1345106.750000 Penalty: 4634.579102
	Iteration 52Q: 3 clusters Score -1345107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1345108.625000 Penalty: 4634.579102
	Iteration 53Q: 3 clusters Score -1345109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1345106.250000 Penalty: 4634.579102
	Iteration 54Q: 3 clusters Score -1345106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1345108.875000 Penalty: 4634.579102
	Iteration 55Q: 3 clusters Score -1345109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1345110.625000 Penalty: 4634.579102
	Iteration 56Q: 3 clusters Score -1345111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1345112.250000 Penalty: 4634.579102
	Iteration 57Q: 3 clusters Score -1345112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1345117.875000 Penalty: 4634.579102
	Iteration 58Q: 3 clusters Score -1345118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1345119.125000 Penalty: 4634.579102
	Iteration 59Q: 3 clusters Score -1345119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1345119.375000 Penalty: 4634.579102
	Iteration 60F: 3 clusters Score -1345119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Entering Unmasked Estep 
Score: -4548638.500000 Penalty: 2614.119629
	Iteration 0F: 2 clusters Score -4548638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4522815.000000 Penalty: 5228.239258
	Iteration 0F: 3 clusters Score -4522815 nChanged 17402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -4532595.500000 Penalty: 5228.239258
	Iteration 1F: 3 clusters Score -4532596 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -4533099.500000 Penalty: 5228.239258
	Iteration 2Q: 3 clusters Score -4533100 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -4533572.500000 Penalty: 5228.239258
	Iteration 3Q: 3 clusters Score -4533572 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4533981.500000 Penalty: 5228.239258
	Iteration 4Q: 3 clusters Score -4533982 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -4534367.000000 Penalty: 5228.239258
	Iteration 5Q: 3 clusters Score -4534367 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -4534883.500000 Penalty: 5228.239258
	Iteration 6Q: 3 clusters Score -4534884 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4535476.500000 Penalty: 5228.239258
	Iteration 7Q: 3 clusters Score -4535476 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -4536373.500000 Penalty: 5228.239258
	Iteration 8Q: 3 clusters Score -4536374 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -4537649.500000 Penalty: 5228.239258
	Iteration 9F: 3 clusters Score -4537650 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -4539351.500000 Penalty: 5228.239258
	Iteration 10F: 3 clusters Score -4539352 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -4541409.000000 Penalty: 5228.239258
	Iteration 11F: 3 clusters Score -4541409 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -4543359.000000 Penalty: 5228.239258
	Iteration 12F: 3 clusters Score -4543359 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -4544799.500000 Penalty: 5228.239258
	Iteration 13Q: 3 clusters Score -4544800 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -4545548.000000 Penalty: 5228.239258
	Iteration 14Q: 3 clusters Score -4545548 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4545935.500000 Penalty: 5228.239258
	Iteration 15Q: 3 clusters Score -4545936 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -4546122.000000 Penalty: 5228.239258
	Iteration 16Q: 3 clusters Score -4546122 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -4546218.500000 Penalty: 5228.239258
	Iteration 17Q: 3 clusters Score -4546218 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -4546304.500000 Penalty: 5228.239258
	Iteration 18Q: 3 clusters Score -4546304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -4546354.000000 Penalty: 5228.239258
	Iteration 19Q: 3 clusters Score -4546354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -4546387.000000 Penalty: 5228.239258
	Iteration 20F: 3 clusters Score -4546387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -4546406.500000 Penalty: 5228.239258
	Iteration 21Q: 3 clusters Score -4546406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -4546425.000000 Penalty: 5228.239258
	Iteration 22Q: 3 clusters Score -4546425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -4546431.500000 Penalty: 5228.239258
	Iteration 23Q: 3 clusters Score -4546432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -4546442.000000 Penalty: 5228.239258
	Iteration 24Q: 3 clusters Score -4546442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -4546453.000000 Penalty: 5228.239258
	Iteration 25Q: 3 clusters Score -4546453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -4546449.000000 Penalty: 5228.239258
	Iteration 26Q: 3 clusters Score -4546449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -4546456.000000 Penalty: 5228.239258
	Iteration 27Q: 3 clusters Score -4546456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -4546469.000000 Penalty: 5228.239258
	Iteration 28Q: 3 clusters Score -4546469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -4546478.000000 Penalty: 5228.239258
	Iteration 29Q: 3 clusters Score -4546478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4546477.500000 Penalty: 5228.239258
	Iteration 30Q: 3 clusters Score -4546478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4546478.000000 Penalty: 5228.239258
	Iteration 31Q: 3 clusters Score -4546478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4546478.000000 Penalty: 5228.239258
	Iteration 32F: 3 clusters Score -4546478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Entering Unmasked Estep 
Score: -1491862.500000 Penalty: 2344.317871
	Iteration 0F: 2 clusters Score -1491862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1482502.875000 Penalty: 4688.635742
	Iteration 0F: 3 clusters Score -1482503 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1485452.375000 Penalty: 4688.635742
	Iteration 1F: 3 clusters Score -1485452 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1485875.750000 Penalty: 4688.635742
	Iteration 2F: 3 clusters Score -1485876 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1486242.375000 Penalty: 4688.635742
	Iteration 3F: 3 clusters Score -1486242 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1486561.375000 Penalty: 4688.635742
	Iteration 4Q: 3 clusters Score -1486561 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1486823.125000 Penalty: 4688.635742
	Iteration 5Q: 3 clusters Score -1486823 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1487066.875000 Penalty: 4688.635742
	Iteration 6Q: 3 clusters Score -1487067 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1487340.500000 Penalty: 4688.635742
	Iteration 7Q: 3 clusters Score -1487340 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1487658.250000 Penalty: 4688.635742
	Iteration 8Q: 3 clusters Score -1487658 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1487969.500000 Penalty: 4688.635742
	Iteration 9Q: 3 clusters Score -1487970 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1488288.625000 Penalty: 4688.635742
	Iteration 10Q: 3 clusters Score -1488289 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1488578.500000 Penalty: 4688.635742
	Iteration 11Q: 3 clusters Score -1488578 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1488835.125000 Penalty: 4688.635742
	Iteration 12Q: 3 clusters Score -1488835 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1489041.375000 Penalty: 4688.635742
	Iteration 13Q: 3 clusters Score -1489041 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1489210.000000 Penalty: 4688.635742
	Iteration 14Q: 3 clusters Score -1489210 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1489329.875000 Penalty: 4688.635742
	Iteration 15Q: 3 clusters Score -1489330 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1489423.000000 Penalty: 4688.635742
	Iteration 16Q: 3 clusters Score -1489423 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1489498.125000 Penalty: 4688.635742
	Iteration 17Q: 3 clusters Score -1489498 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1489560.250000 Penalty: 4688.635742
	Iteration 18Q: 3 clusters Score -1489560 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1489622.500000 Penalty: 4688.635742
	Iteration 19Q: 3 clusters Score -1489622 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1489691.750000 Penalty: 4688.635742
	Iteration 20F: 3 clusters Score -1489692 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1489743.875000 Penalty: 4688.635742
	Iteration 21Q: 3 clusters Score -1489744 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1489790.500000 Penalty: 4688.635742
	Iteration 22Q: 3 clusters Score -1489790 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1489823.750000 Penalty: 4688.635742
	Iteration 23Q: 3 clusters Score -1489824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1489849.750000 Penalty: 4688.635742
	Iteration 24Q: 3 clusters Score -1489850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1489864.000000 Penalty: 4688.635742
	Iteration 25Q: 3 clusters Score -1489864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1489886.500000 Penalty: 4688.635742
	Iteration 26Q: 3 clusters Score -1489886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1489923.125000 Penalty: 4688.635742
	Iteration 27Q: 3 clusters Score -1489923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1489968.250000 Penalty: 4688.635742
	Iteration 28Q: 3 clusters Score -1489968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1490023.500000 Penalty: 4688.635742
	Iteration 29Q: 3 clusters Score -1490024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1490090.000000 Penalty: 4688.635742
	Iteration 30Q: 3 clusters Score -1490090 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1490204.875000 Penalty: 4688.635742
	Iteration 31Q: 3 clusters Score -1490205 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1490313.375000 Penalty: 4688.635742
	Iteration 32Q: 3 clusters Score -1490313 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1490383.500000 Penalty: 4688.635742
	Iteration 33Q: 3 clusters Score -1490384 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1490420.625000 Penalty: 4688.635742
	Iteration 34Q: 3 clusters Score -1490421 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1490447.875000 Penalty: 4688.635742
	Iteration 35Q: 3 clusters Score -1490448 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1490461.875000 Penalty: 4688.635742
	Iteration 36Q: 3 clusters Score -1490462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1490467.500000 Penalty: 4688.635742
	Iteration 37Q: 3 clusters Score -1490468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1490473.750000 Penalty: 4688.635742
	Iteration 38Q: 3 clusters Score -1490474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1490477.000000 Penalty: 4688.635742
	Iteration 39Q: 3 clusters Score -1490477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1490478.375000 Penalty: 4688.635742
	Iteration 40F: 3 clusters Score -1490478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1490480.250000 Penalty: 4688.635742
	Iteration 41Q: 3 clusters Score -1490480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1490478.375000 Penalty: 4688.635742
	Iteration 42Q: 3 clusters Score -1490478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1490479.250000 Penalty: 4688.635742
	Iteration 43Q: 3 clusters Score -1490479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1490479.250000 Penalty: 4688.635742
	Iteration 44F: 3 clusters Score -1490479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (156895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156895 members 
Entering Unmasked Estep 
Score: -18690742.000000 Penalty: 2966.906494
	Iteration 0F: 2 clusters Score -1.869074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -18586438.000000 Penalty: 5933.812988
	Iteration 0F: 3 clusters Score -1.858644e+07 nChanged 74901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 78450 members 
Entering Unmasked Estep 
Score: -18629906.000000 Penalty: 5933.812988
	Iteration 1F: 3 clusters Score -1.862991e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78182 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -18631036.000000 Penalty: 5933.812988
	Iteration 2Q: 3 clusters Score -1.863104e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -18632326.000000 Penalty: 5933.812988
	Iteration 3Q: 3 clusters Score -1.863233e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 80634 members 
Entering Unmasked Estep 
Score: -18634242.000000 Penalty: 5933.812988
	Iteration 4Q: 3 clusters Score -1.863424e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 82583 members 
Entering Unmasked Estep 
Score: -18636768.000000 Penalty: 5933.812988
	Iteration 5Q: 3 clusters Score -1.863677e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71370 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -18641030.000000 Penalty: 5933.812988
	Iteration 6F: 3 clusters Score -1.864103e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 89712 members 
Entering Unmasked Estep 
Score: -18646986.000000 Penalty: 5933.812988
	Iteration 7F: 3 clusters Score -1.864699e+07 nChanged 10763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 94659 members 
Entering Unmasked Estep 
Score: -18654964.000000 Penalty: 5933.812988
	Iteration 8F: 3 clusters Score -1.865496e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 99664 members 
Entering Unmasked Estep 
Score: -18663710.000000 Penalty: 5933.812988
	Iteration 9F: 3 clusters Score -1.866371e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -18669776.000000 Penalty: 5933.812988
	Iteration 10F: 3 clusters Score -1.866978e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -18673796.000000 Penalty: 5933.812988
	Iteration 11Q: 3 clusters Score -1.86738e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -18676658.000000 Penalty: 5933.812988
	Iteration 12Q: 3 clusters Score -1.867666e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 113772 members 
Entering Unmasked Estep 
Score: -18679046.000000 Penalty: 5933.812988
	Iteration 13Q: 3 clusters Score -1.867905e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 116484 members 
Entering Unmasked Estep 
Score: -18681012.000000 Penalty: 5933.812988
	Iteration 14Q: 3 clusters Score -1.868101e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 118832 members 
Entering Unmasked Estep 
Score: -18682444.000000 Penalty: 5933.812988
	Iteration 15Q: 3 clusters Score -1.868244e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 120804 members 
Entering Unmasked Estep 
Score: -18683338.000000 Penalty: 5933.812988
	Iteration 16Q: 3 clusters Score -1.868334e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 122459 members 
Entering Unmasked Estep 
Score: -18683850.000000 Penalty: 5933.812988
	Iteration 17Q: 3 clusters Score -1.868385e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 123883 members 
Entering Unmasked Estep 
Score: -18684230.000000 Penalty: 5933.812988
	Iteration 18Q: 3 clusters Score -1.868423e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 125128 members 
Entering Unmasked Estep 
Score: -18684512.000000 Penalty: 5933.812988
	Iteration 19Q: 3 clusters Score -1.868451e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 126200 members 
Entering Unmasked Estep 
Score: -18684766.000000 Penalty: 5933.812988
	Iteration 20F: 3 clusters Score -1.868477e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 127150 members 
Entering Unmasked Estep 
Score: -18684898.000000 Penalty: 5933.812988
	Iteration 21Q: 3 clusters Score -1.86849e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 127985 members 
Entering Unmasked Estep 
Score: -18684976.000000 Penalty: 5933.812988
	Iteration 22Q: 3 clusters Score -1.868498e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 128694 members 
Entering Unmasked Estep 
Score: -18685092.000000 Penalty: 5933.812988
	Iteration 23Q: 3 clusters Score -1.868509e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 129366 members 
Entering Unmasked Estep 
Score: -18685108.000000 Penalty: 5933.812988
	Iteration 24Q: 3 clusters Score -1.868511e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 129946 members 
Entering Unmasked Estep 
Score: -18685158.000000 Penalty: 5933.812988
	Iteration 25Q: 3 clusters Score -1.868516e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 130491 members 
Entering Unmasked Estep 
Score: -18685208.000000 Penalty: 5933.812988
	Iteration 26Q: 3 clusters Score -1.868521e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 131028 members 
Entering Unmasked Estep 
Score: -18685280.000000 Penalty: 5933.812988
	Iteration 27Q: 3 clusters Score -1.868528e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 131519 members 
Entering Unmasked Estep 
Score: -18685358.000000 Penalty: 5933.812988
	Iteration 28Q: 3 clusters Score -1.868536e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 132004 members 
Entering Unmasked Estep 
Score: -18685454.000000 Penalty: 5933.812988
	Iteration 29Q: 3 clusters Score -1.868545e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 132512 members 
Entering Unmasked Estep 
Score: -18685574.000000 Penalty: 5933.812988
	Iteration 30Q: 3 clusters Score -1.868557e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 132987 members 
Entering Unmasked Estep 
Score: -18685658.000000 Penalty: 5933.812988
	Iteration 31Q: 3 clusters Score -1.868566e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 133413 members 
Entering Unmasked Estep 
Score: -18685740.000000 Penalty: 5933.812988
	Iteration 32Q: 3 clusters Score -1.868574e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 133831 members 
Entering Unmasked Estep 
Score: -18685680.000000 Penalty: 5933.812988
	Iteration 33Q: 3 clusters Score -1.868568e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 134232 members 
Entering Unmasked Estep 
Score: -18685688.000000 Penalty: 5933.812988
	Iteration 34Q: 3 clusters Score -1.868569e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 134607 members 
Entering Unmasked Estep 
Score: -18685706.000000 Penalty: 5933.812988
	Iteration 35Q: 3 clusters Score -1.868571e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 134930 members 
Entering Unmasked Estep 
Score: -18685806.000000 Penalty: 5933.812988
	Iteration 36Q: 3 clusters Score -1.868581e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 135251 members 
Entering Unmasked Estep 
Score: -18685858.000000 Penalty: 5933.812988
	Iteration 37Q: 3 clusters Score -1.868586e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 135539 members 
Entering Unmasked Estep 
Score: -18685828.000000 Penalty: 5933.812988
	Iteration 38Q: 3 clusters Score -1.868583e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 135798 members 
Entering Unmasked Estep 
Score: -18685856.000000 Penalty: 5933.812988
	Iteration 39Q: 3 clusters Score -1.868586e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 136038 members 
Entering Unmasked Estep 
Score: -18685836.000000 Penalty: 5933.812988
	Iteration 40F: 3 clusters Score -1.868584e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 136246 members 
Entering Unmasked Estep 
Score: -18685844.000000 Penalty: 5933.812988
	Iteration 41Q: 3 clusters Score -1.868584e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 136441 members 
Entering Unmasked Estep 
Score: -18685846.000000 Penalty: 5933.812988
	Iteration 42Q: 3 clusters Score -1.868585e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 136637 members 
Entering Unmasked Estep 
Score: -18685888.000000 Penalty: 5933.812988
	Iteration 43Q: 3 clusters Score -1.868589e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 136828 members 
Entering Unmasked Estep 
Score: -18685886.000000 Penalty: 5933.812988
	Iteration 44Q: 3 clusters Score -1.868589e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 137026 members 
Entering Unmasked Estep 
Score: -18685916.000000 Penalty: 5933.812988
	Iteration 45Q: 3 clusters Score -1.868592e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 137220 members 
Entering Unmasked Estep 
Score: -18685942.000000 Penalty: 5933.812988
	Iteration 46Q: 3 clusters Score -1.868594e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 137422 members 
Entering Unmasked Estep 
Score: -18686030.000000 Penalty: 5933.812988
	Iteration 47Q: 3 clusters Score -1.868603e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 137621 members 
Entering Unmasked Estep 
Score: -18686022.000000 Penalty: 5933.812988
	Iteration 48Q: 3 clusters Score -1.868602e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 137799 members 
Entering Unmasked Estep 
Score: -18686012.000000 Penalty: 5933.812988
	Iteration 49Q: 3 clusters Score -1.868601e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 137974 members 
Entering Unmasked Estep 
Score: -18686010.000000 Penalty: 5933.812988
	Iteration 50Q: 3 clusters Score -1.868601e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 138143 members 
Entering Unmasked Estep 
Score: -18686010.000000 Penalty: 5933.812988
	Iteration 51Q: 3 clusters Score -1.868601e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 138302 members 
Entering Unmasked Estep 
Score: -18686020.000000 Penalty: 5933.812988
	Iteration 52Q: 3 clusters Score -1.868602e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 138473 members 
Entering Unmasked Estep 
Score: -18686068.000000 Penalty: 5933.812988
	Iteration 53Q: 3 clusters Score -1.868607e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 138663 members 
Entering Unmasked Estep 
Score: -18686078.000000 Penalty: 5933.812988
	Iteration 54Q: 3 clusters Score -1.868608e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 138859 members 
Entering Unmasked Estep 
Score: -18686094.000000 Penalty: 5933.812988
	Iteration 55Q: 3 clusters Score -1.868609e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 139061 members 
Entering Unmasked Estep 
Score: -18686106.000000 Penalty: 5933.812988
	Iteration 56Q: 3 clusters Score -1.868611e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 139245 members 
Entering Unmasked Estep 
Score: -18686130.000000 Penalty: 5933.812988
	Iteration 57Q: 3 clusters Score -1.868613e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 139418 members 
Entering Unmasked Estep 
Score: -18686132.000000 Penalty: 5933.812988
	Iteration 58Q: 3 clusters Score -1.868613e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 139588 members 
Entering Unmasked Estep 
Score: -18686128.000000 Penalty: 5933.812988
	Iteration 59Q: 3 clusters Score -1.868613e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 139768 members 
Entering Unmasked Estep 
Score: -18686146.000000 Penalty: 5933.812988
	Iteration 60F: 3 clusters Score -1.868615e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 139923 members 
Entering Unmasked Estep 
Score: -18686160.000000 Penalty: 5933.812988
	Iteration 61Q: 3 clusters Score -1.868616e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 140068 members 
Entering Unmasked Estep 
Score: -18686172.000000 Penalty: 5933.812988
	Iteration 62Q: 3 clusters Score -1.868617e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 140195 members 
Entering Unmasked Estep 
Score: -18686244.000000 Penalty: 5933.812988
	Iteration 63Q: 3 clusters Score -1.868624e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 140317 members 
Entering Unmasked Estep 
Score: -18686222.000000 Penalty: 5933.812988
	Iteration 64Q: 3 clusters Score -1.868622e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 140452 members 
Entering Unmasked Estep 
Score: -18686238.000000 Penalty: 5933.812988
	Iteration 65Q: 3 clusters Score -1.868624e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 140584 members 
Entering Unmasked Estep 
Score: -18686256.000000 Penalty: 5933.812988
	Iteration 66Q: 3 clusters Score -1.868626e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 140721 members 
Entering Unmasked Estep 
Score: -18686272.000000 Penalty: 5933.812988
	Iteration 67Q: 3 clusters Score -1.868627e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 140863 members 
Entering Unmasked Estep 
Score: -18686264.000000 Penalty: 5933.812988
	Iteration 68Q: 3 clusters Score -1.868626e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 141009 members 
Entering Unmasked Estep 
Score: -18686276.000000 Penalty: 5933.812988
	Iteration 69Q: 3 clusters Score -1.868628e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 141145 members 
Entering Unmasked Estep 
Score: -18686262.000000 Penalty: 5933.812988
	Iteration 70Q: 3 clusters Score -1.868626e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 141273 members 
Entering Unmasked Estep 
Score: -18686306.000000 Penalty: 5933.812988
	Iteration 71Q: 3 clusters Score -1.868631e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 141400 members 
Entering Unmasked Estep 
Score: -18686322.000000 Penalty: 5933.812988
	Iteration 72Q: 3 clusters Score -1.868632e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 141528 members 
Entering Unmasked Estep 
Score: -18686308.000000 Penalty: 5933.812988
	Iteration 73Q: 3 clusters Score -1.868631e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 141659 members 
Entering Unmasked Estep 
Score: -18686336.000000 Penalty: 5933.812988
	Iteration 74Q: 3 clusters Score -1.868634e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 141777 members 
Entering Unmasked Estep 
Score: -18686366.000000 Penalty: 5933.812988
	Iteration 75Q: 3 clusters Score -1.868637e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 141876 members 
Entering Unmasked Estep 
Score: -18686380.000000 Penalty: 5933.812988
	Iteration 76Q: 3 clusters Score -1.868638e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 141963 members 
Entering Unmasked Estep 
Score: -18686380.000000 Penalty: 5933.812988
	Iteration 77Q: 3 clusters Score -1.868638e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 142077 members 
Entering Unmasked Estep 
Score: -18686408.000000 Penalty: 5933.812988
	Iteration 78Q: 3 clusters Score -1.868641e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 142183 members 
Entering Unmasked Estep 
Score: -18686398.000000 Penalty: 5933.812988
	Iteration 79Q: 3 clusters Score -1.86864e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 142290 members 
Entering Unmasked Estep 
Score: -18686410.000000 Penalty: 5933.812988
	Iteration 80F: 3 clusters Score -1.868641e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 142384 members 
Entering Unmasked Estep 
Score: -18686418.000000 Penalty: 5933.812988
	Iteration 81Q: 3 clusters Score -1.868642e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 142483 members 
Entering Unmasked Estep 
Score: -18686434.000000 Penalty: 5933.812988
	Iteration 82Q: 3 clusters Score -1.868643e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 142589 members 
Entering Unmasked Estep 
Score: -18686440.000000 Penalty: 5933.812988
	Iteration 83Q: 3 clusters Score -1.868644e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 142684 members 
Entering Unmasked Estep 
Score: -18686468.000000 Penalty: 5933.812988
	Iteration 84Q: 3 clusters Score -1.868647e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 142774 members 
Entering Unmasked Estep 
Score: -18686484.000000 Penalty: 5933.812988
	Iteration 85Q: 3 clusters Score -1.868648e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 142868 members 
Entering Unmasked Estep 
Score: -18686482.000000 Penalty: 5933.812988
	Iteration 86Q: 3 clusters Score -1.868648e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 142960 members 
Entering Unmasked Estep 
Score: -18686496.000000 Penalty: 5933.812988
	Iteration 87Q: 3 clusters Score -1.86865e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 143057 members 
Entering Unmasked Estep 
Score: -18686520.000000 Penalty: 5933.812988
	Iteration 88Q: 3 clusters Score -1.868652e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 143167 members 
Entering Unmasked Estep 
Score: -18686540.000000 Penalty: 5933.812988
	Iteration 89Q: 3 clusters Score -1.868654e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 143276 members 
Entering Unmasked Estep 
Score: -18686576.000000 Penalty: 5933.812988
	Iteration 90Q: 3 clusters Score -1.868658e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 143383 members 
Entering Unmasked Estep 
Score: -18686606.000000 Penalty: 5933.812988
	Iteration 91Q: 3 clusters Score -1.868661e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 143505 members 
Entering Unmasked Estep 
Score: -18686594.000000 Penalty: 5933.812988
	Iteration 92Q: 3 clusters Score -1.868659e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 143609 members 
Entering Unmasked Estep 
Score: -18686598.000000 Penalty: 5933.812988
	Iteration 93Q: 3 clusters Score -1.86866e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 143721 members 
Entering Unmasked Estep 
Score: -18686598.000000 Penalty: 5933.812988
	Iteration 94Q: 3 clusters Score -1.86866e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 143840 members 
Entering Unmasked Estep 
Score: -18686598.000000 Penalty: 5933.812988
	Iteration 95Q: 3 clusters Score -1.86866e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 143930 members 
Entering Unmasked Estep 
Score: -18686620.000000 Penalty: 5933.812988
	Iteration 96Q: 3 clusters Score -1.868662e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 144023 members 
Entering Unmasked Estep 
Score: -18686660.000000 Penalty: 5933.812988
	Iteration 97Q: 3 clusters Score -1.868666e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 144109 members 
Entering Unmasked Estep 
Score: -18686656.000000 Penalty: 5933.812988
	Iteration 98Q: 3 clusters Score -1.868666e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 144189 members 
Entering Unmasked Estep 
Score: -18686652.000000 Penalty: 5933.812988
	Iteration 99Q: 3 clusters Score -1.868665e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 144253 members 
Entering Unmasked Estep 
Score: -18686650.000000 Penalty: 5933.812988
	Iteration 100F: 3 clusters Score -1.868665e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 144318 members 
Entering Unmasked Estep 
Score: -18686658.000000 Penalty: 5933.812988
	Iteration 101Q: 3 clusters Score -1.868666e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 144380 members 
Entering Unmasked Estep 
Score: -18686696.000000 Penalty: 5933.812988
	Iteration 102Q: 3 clusters Score -1.86867e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 144457 members 
Entering Unmasked Estep 
Score: -18686682.000000 Penalty: 5933.812988
	Iteration 103Q: 3 clusters Score -1.868668e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 144540 members 
Entering Unmasked Estep 
Score: -18686662.000000 Penalty: 5933.812988
	Iteration 104Q: 3 clusters Score -1.868666e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 144632 members 
Entering Unmasked Estep 
Score: -18686662.000000 Penalty: 5933.812988
	Iteration 105Q: 3 clusters Score -1.868666e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 144719 members 
Entering Unmasked Estep 
Score: -18686644.000000 Penalty: 5933.812988
	Iteration 106Q: 3 clusters Score -1.868664e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 144804 members 
Entering Unmasked Estep 
Score: -18686626.000000 Penalty: 5933.812988
	Iteration 107Q: 3 clusters Score -1.868663e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 144891 members 
Entering Unmasked Estep 
Score: -18686620.000000 Penalty: 5933.812988
	Iteration 108Q: 3 clusters Score -1.868662e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 144986 members 
Entering Unmasked Estep 
Score: -18686632.000000 Penalty: 5933.812988
	Iteration 109Q: 3 clusters Score -1.868663e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 145075 members 
Entering Unmasked Estep 
Score: -18686642.000000 Penalty: 5933.812988
	Iteration 110Q: 3 clusters Score -1.868664e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 145165 members 
Entering Unmasked Estep 
Score: -18686656.000000 Penalty: 5933.812988
	Iteration 111Q: 3 clusters Score -1.868666e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 145245 members 
Entering Unmasked Estep 
Score: -18686674.000000 Penalty: 5933.812988
	Iteration 112Q: 3 clusters Score -1.868667e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 145331 members 
Entering Unmasked Estep 
Score: -18686708.000000 Penalty: 5933.812988
	Iteration 113Q: 3 clusters Score -1.868671e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 145411 members 
Entering Unmasked Estep 
Score: -18686738.000000 Penalty: 5933.812988
	Iteration 114Q: 3 clusters Score -1.868674e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 145491 members 
Entering Unmasked Estep 
Score: -18686722.000000 Penalty: 5933.812988
	Iteration 115Q: 3 clusters Score -1.868672e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 145570 members 
Entering Unmasked Estep 
Score: -18686748.000000 Penalty: 5933.812988
	Iteration 116Q: 3 clusters Score -1.868675e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 145647 members 
Entering Unmasked Estep 
Score: -18686748.000000 Penalty: 5933.812988
	Iteration 117Q: 3 clusters Score -1.868675e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 145729 members 
Entering Unmasked Estep 
Score: -18686766.000000 Penalty: 5933.812988
	Iteration 118Q: 3 clusters Score -1.868677e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 145810 members 
Entering Unmasked Estep 
Score: -18686742.000000 Penalty: 5933.812988
	Iteration 119Q: 3 clusters Score -1.868674e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 145897 members 
Entering Unmasked Estep 
Score: -18686744.000000 Penalty: 5933.812988
	Iteration 120F: 3 clusters Score -1.868674e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 145988 members 
Entering Unmasked Estep 
Score: -18686772.000000 Penalty: 5933.812988
	Iteration 121Q: 3 clusters Score -1.868677e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 146082 members 
Entering Unmasked Estep 
Score: -18686754.000000 Penalty: 5933.812988
	Iteration 122Q: 3 clusters Score -1.868675e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 146197 members 
Entering Unmasked Estep 
Score: -18686792.000000 Penalty: 5933.812988
	Iteration 123Q: 3 clusters Score -1.868679e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 146302 members 
Entering Unmasked Estep 
Score: -18686874.000000 Penalty: 5933.812988
	Iteration 124Q: 3 clusters Score -1.868687e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 146425 members 
Entering Unmasked Estep 
Score: -18686840.000000 Penalty: 5933.812988
	Iteration 125Q: 3 clusters Score -1.868684e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 146554 members 
Entering Unmasked Estep 
Score: -18686860.000000 Penalty: 5933.812988
	Iteration 126Q: 3 clusters Score -1.868686e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 146701 members 
Entering Unmasked Estep 
Score: -18686850.000000 Penalty: 5933.812988
	Iteration 127Q: 3 clusters Score -1.868685e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 146876 members 
Entering Unmasked Estep 
Score: -18686904.000000 Penalty: 5933.812988
	Iteration 128Q: 3 clusters Score -1.86869e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 147051 members 
Entering Unmasked Estep 
Score: -18686914.000000 Penalty: 5933.812988
	Iteration 129Q: 3 clusters Score -1.868691e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 147241 members 
Entering Unmasked Estep 
Score: -18686976.000000 Penalty: 5933.812988
	Iteration 130Q: 3 clusters Score -1.868698e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 147418 members 
Entering Unmasked Estep 
Score: -18687040.000000 Penalty: 5933.812988
	Iteration 131Q: 3 clusters Score -1.868704e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 147601 members 
Entering Unmasked Estep 
Score: -18687094.000000 Penalty: 5933.812988
	Iteration 132Q: 3 clusters Score -1.868709e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 147793 members 
Entering Unmasked Estep 
Score: -18687130.000000 Penalty: 5933.812988
	Iteration 133Q: 3 clusters Score -1.868713e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 147976 members 
Entering Unmasked Estep 
Score: -18687206.000000 Penalty: 5933.812988
	Iteration 134Q: 3 clusters Score -1.868721e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 148173 members 
Entering Unmasked Estep 
Score: -18687246.000000 Penalty: 5933.812988
	Iteration 135Q: 3 clusters Score -1.868725e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 148367 members 
Entering Unmasked Estep 
Score: -18687276.000000 Penalty: 5933.812988
	Iteration 136Q: 3 clusters Score -1.868728e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 148539 members 
Entering Unmasked Estep 
Score: -18687322.000000 Penalty: 5933.812988
	Iteration 137Q: 3 clusters Score -1.868732e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 148697 members 
Entering Unmasked Estep 
Score: -18687340.000000 Penalty: 5933.812988
	Iteration 138Q: 3 clusters Score -1.868734e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 148857 members 
Entering Unmasked Estep 
Score: -18687308.000000 Penalty: 5933.812988
	Iteration 139Q: 3 clusters Score -1.868731e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 149022 members 
Entering Unmasked Estep 
Score: -18687376.000000 Penalty: 5933.812988
	Iteration 140F: 3 clusters Score -1.868738e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 149202 members 
Entering Unmasked Estep 
Score: -18687434.000000 Penalty: 5933.812988
	Iteration 141Q: 3 clusters Score -1.868743e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 149379 members 
Entering Unmasked Estep 
Score: -18687480.000000 Penalty: 5933.812988
	Iteration 142Q: 3 clusters Score -1.868748e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 149561 members 
Entering Unmasked Estep 
Score: -18687532.000000 Penalty: 5933.812988
	Iteration 143Q: 3 clusters Score -1.868753e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 149716 members 
Entering Unmasked Estep 
Score: -18687554.000000 Penalty: 5933.812988
	Iteration 144Q: 3 clusters Score -1.868755e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 149880 members 
Entering Unmasked Estep 
Score: -18687600.000000 Penalty: 5933.812988
	Iteration 145Q: 3 clusters Score -1.86876e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 150045 members 
Entering Unmasked Estep 
Score: -18687676.000000 Penalty: 5933.812988
	Iteration 146Q: 3 clusters Score -1.868768e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 150197 members 
Entering Unmasked Estep 
Score: -18687660.000000 Penalty: 5933.812988
	Iteration 147Q: 3 clusters Score -1.868766e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 150357 members 
Entering Unmasked Estep 
Score: -18687704.000000 Penalty: 5933.812988
	Iteration 148Q: 3 clusters Score -1.86877e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 150526 members 
Entering Unmasked Estep 
Score: -18687772.000000 Penalty: 5933.812988
	Iteration 149Q: 3 clusters Score -1.868777e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 150700 members 
Entering Unmasked Estep 
Score: -18687778.000000 Penalty: 5933.812988
	Iteration 150Q: 3 clusters Score -1.868778e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 150834 members 
Entering Unmasked Estep 
Score: -18687796.000000 Penalty: 5933.812988
	Iteration 151Q: 3 clusters Score -1.86878e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 150953 members 
Entering Unmasked Estep 
Score: -18687852.000000 Penalty: 5933.812988
	Iteration 152Q: 3 clusters Score -1.868785e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 151068 members 
Entering Unmasked Estep 
Score: -18687882.000000 Penalty: 5933.812988
	Iteration 153Q: 3 clusters Score -1.868788e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 151192 members 
Entering Unmasked Estep 
Score: -18687866.000000 Penalty: 5933.812988
	Iteration 154Q: 3 clusters Score -1.868787e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 151299 members 
Entering Unmasked Estep 
Score: -18687924.000000 Penalty: 5933.812988
	Iteration 155Q: 3 clusters Score -1.868792e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 151402 members 
Entering Unmasked Estep 
Score: -18687942.000000 Penalty: 5933.812988
	Iteration 156Q: 3 clusters Score -1.868794e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 151510 members 
Entering Unmasked Estep 
Score: -18687960.000000 Penalty: 5933.812988
	Iteration 157Q: 3 clusters Score -1.868796e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 151608 members 
Entering Unmasked Estep 
Score: -18687978.000000 Penalty: 5933.812988
	Iteration 158Q: 3 clusters Score -1.868798e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 151696 members 
Entering Unmasked Estep 
Score: -18687986.000000 Penalty: 5933.812988
	Iteration 159Q: 3 clusters Score -1.868799e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 151783 members 
Entering Unmasked Estep 
Score: -18688016.000000 Penalty: 5933.812988
	Iteration 160F: 3 clusters Score -1.868802e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 151864 members 
Entering Unmasked Estep 
Score: -18688014.000000 Penalty: 5933.812988
	Iteration 161Q: 3 clusters Score -1.868801e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 151936 members 
Entering Unmasked Estep 
Score: -18688018.000000 Penalty: 5933.812988
	Iteration 162Q: 3 clusters Score -1.868802e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 152011 members 
Entering Unmasked Estep 
Score: -18688028.000000 Penalty: 5933.812988
	Iteration 163Q: 3 clusters Score -1.868803e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 152078 members 
Entering Unmasked Estep 
Score: -18688056.000000 Penalty: 5933.812988
	Iteration 164Q: 3 clusters Score -1.868806e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 152139 members 
Entering Unmasked Estep 
Score: -18688072.000000 Penalty: 5933.812988
	Iteration 165Q: 3 clusters Score -1.868807e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 152194 members 
Entering Unmasked Estep 
Score: -18688112.000000 Penalty: 5933.812988
	Iteration 166Q: 3 clusters Score -1.868811e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 152251 members 
Entering Unmasked Estep 
Score: -18688112.000000 Penalty: 5933.812988
	Iteration 167Q: 3 clusters Score -1.868811e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 152312 members 
Entering Unmasked Estep 
Score: -18688128.000000 Penalty: 5933.812988
	Iteration 168Q: 3 clusters Score -1.868813e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 152382 members 
Entering Unmasked Estep 
Score: -18688086.000000 Penalty: 5933.812988
	Iteration 169Q: 3 clusters Score -1.868809e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 152437 members 
Entering Unmasked Estep 
Score: -18688076.000000 Penalty: 5933.812988
	Iteration 170Q: 3 clusters Score -1.868808e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 152482 members 
Entering Unmasked Estep 
Score: -18688084.000000 Penalty: 5933.812988
	Iteration 171Q: 3 clusters Score -1.868808e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 152526 members 
Entering Unmasked Estep 
Score: -18688096.000000 Penalty: 5933.812988
	Iteration 172Q: 3 clusters Score -1.86881e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 152578 members 
Entering Unmasked Estep 
Score: -18688086.000000 Penalty: 5933.812988
	Iteration 173Q: 3 clusters Score -1.868809e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 152633 members 
Entering Unmasked Estep 
Score: -18688070.000000 Penalty: 5933.812988
	Iteration 174Q: 3 clusters Score -1.868807e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 152676 members 
Entering Unmasked Estep 
Score: -18688102.000000 Penalty: 5933.812988
	Iteration 175Q: 3 clusters Score -1.86881e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 152724 members 
Entering Unmasked Estep 
Score: -18688116.000000 Penalty: 5933.812988
	Iteration 176Q: 3 clusters Score -1.868812e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 152769 members 
Entering Unmasked Estep 
Score: -18688126.000000 Penalty: 5933.812988
	Iteration 177Q: 3 clusters Score -1.868813e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 152822 members 
Entering Unmasked Estep 
Score: -18688180.000000 Penalty: 5933.812988
	Iteration 178Q: 3 clusters Score -1.868818e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 152861 members 
Entering Unmasked Estep 
Score: -18688198.000000 Penalty: 5933.812988
	Iteration 179Q: 3 clusters Score -1.86882e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 152892 members 
Entering Unmasked Estep 
Score: -18688208.000000 Penalty: 5933.812988
	Iteration 180F: 3 clusters Score -1.868821e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 152926 members 
Entering Unmasked Estep 
Score: -18688226.000000 Penalty: 5933.812988
	Iteration 181Q: 3 clusters Score -1.868823e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 152953 members 
Entering Unmasked Estep 
Score: -18688198.000000 Penalty: 5933.812988
	Iteration 182Q: 3 clusters Score -1.86882e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 152985 members 
Entering Unmasked Estep 
Score: -18688196.000000 Penalty: 5933.812988
	Iteration 183Q: 3 clusters Score -1.86882e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 153015 members 
Entering Unmasked Estep 
Score: -18688204.000000 Penalty: 5933.812988
	Iteration 184Q: 3 clusters Score -1.86882e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 153048 members 
Entering Unmasked Estep 
Score: -18688216.000000 Penalty: 5933.812988
	Iteration 185Q: 3 clusters Score -1.868822e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 153083 members 
Entering Unmasked Estep 
Score: -18688220.000000 Penalty: 5933.812988
	Iteration 186Q: 3 clusters Score -1.868822e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 153121 members 
Entering Unmasked Estep 
Score: -18688216.000000 Penalty: 5933.812988
	Iteration 187Q: 3 clusters Score -1.868822e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 153148 members 
Entering Unmasked Estep 
Score: -18688224.000000 Penalty: 5933.812988
	Iteration 188Q: 3 clusters Score -1.868822e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 153175 members 
Entering Unmasked Estep 
Score: -18688236.000000 Penalty: 5933.812988
	Iteration 189Q: 3 clusters Score -1.868824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 153211 members 
Entering Unmasked Estep 
Score: -18688242.000000 Penalty: 5933.812988
	Iteration 190Q: 3 clusters Score -1.868824e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 153238 members 
Entering Unmasked Estep 
Score: -18688218.000000 Penalty: 5933.812988
	Iteration 191Q: 3 clusters Score -1.868822e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 153269 members 
Entering Unmasked Estep 
Score: -18688192.000000 Penalty: 5933.812988
	Iteration 192Q: 3 clusters Score -1.868819e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 153302 members 
Entering Unmasked Estep 
Score: -18688208.000000 Penalty: 5933.812988
	Iteration 193Q: 3 clusters Score -1.868821e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 153328 members 
Entering Unmasked Estep 
Score: -18688224.000000 Penalty: 5933.812988
	Iteration 194Q: 3 clusters Score -1.868822e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 153357 members 
Entering Unmasked Estep 
Score: -18688226.000000 Penalty: 5933.812988
	Iteration 195Q: 3 clusters Score -1.868823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 153381 members 
Entering Unmasked Estep 
Score: -18688240.000000 Penalty: 5933.812988
	Iteration 196Q: 3 clusters Score -1.868824e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 153405 members 
Entering Unmasked Estep 
Score: -18688228.000000 Penalty: 5933.812988
	Iteration 197Q: 3 clusters Score -1.868823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 153423 members 
Entering Unmasked Estep 
Score: -18688220.000000 Penalty: 5933.812988
	Iteration 198Q: 3 clusters Score -1.868822e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 153447 members 
Entering Unmasked Estep 
Score: -18688222.000000 Penalty: 5933.812988
	Iteration 199Q: 3 clusters Score -1.868822e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 153467 members 
Entering Unmasked Estep 
Score: -18688216.000000 Penalty: 5933.812988
	Iteration 200F: 3 clusters Score -1.868822e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 153489 members 
Entering Unmasked Estep 
Score: -18688214.000000 Penalty: 5933.812988
	Iteration 201Q: 3 clusters Score -1.868821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -18688216.000000 Penalty: 5933.812988
	Iteration 202Q: 3 clusters Score -1.868822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 153528 members 
Entering Unmasked Estep 
Score: -18688212.000000 Penalty: 5933.812988
	Iteration 203Q: 3 clusters Score -1.868821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 153542 members 
Entering Unmasked Estep 
Score: -18688222.000000 Penalty: 5933.812988
	Iteration 204Q: 3 clusters Score -1.868822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 153558 members 
Entering Unmasked Estep 
Score: -18688200.000000 Penalty: 5933.812988
	Iteration 205Q: 3 clusters Score -1.86882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 153570 members 
Entering Unmasked Estep 
Score: -18688188.000000 Penalty: 5933.812988
	Iteration 206Q: 3 clusters Score -1.868819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 153575 members 
Entering Unmasked Estep 
Score: -18688196.000000 Penalty: 5933.812988
	Iteration 207Q: 3 clusters Score -1.86882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 153586 members 
Entering Unmasked Estep 
Score: -18688218.000000 Penalty: 5933.812988
	Iteration 208Q: 3 clusters Score -1.868822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 153598 members 
Entering Unmasked Estep 
Score: -18688234.000000 Penalty: 5933.812988
	Iteration 209Q: 3 clusters Score -1.868823e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 153617 members 
Entering Unmasked Estep 
Score: -18688250.000000 Penalty: 5933.812988
	Iteration 210Q: 3 clusters Score -1.868825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 153631 members 
Entering Unmasked Estep 
Score: -18688262.000000 Penalty: 5933.812988
	Iteration 211Q: 3 clusters Score -1.868826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 153644 members 
Entering Unmasked Estep 
Score: -18688274.000000 Penalty: 5933.812988
	Iteration 212Q: 3 clusters Score -1.868827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 153657 members 
Entering Unmasked Estep 
Score: -18688256.000000 Penalty: 5933.812988
	Iteration 213Q: 3 clusters Score -1.868826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 153670 members 
Entering Unmasked Estep 
Score: -18688244.000000 Penalty: 5933.812988
	Iteration 214Q: 3 clusters Score -1.868824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 153676 members 
Entering Unmasked Estep 
Score: -18688240.000000 Penalty: 5933.812988
	Iteration 215Q: 3 clusters Score -1.868824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 153680 members 
Entering Unmasked Estep 
Score: -18688244.000000 Penalty: 5933.812988
	Iteration 216Q: 3 clusters Score -1.868824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 153683 members 
Entering Unmasked Estep 
Score: -18688242.000000 Penalty: 5933.812988
	Iteration 217Q: 3 clusters Score -1.868824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 153684 members 
Entering Unmasked Estep 
Score: -18688238.000000 Penalty: 5933.812988
	Iteration 218Q: 3 clusters Score -1.868824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 153686 members 
Entering Unmasked Estep 
Score: -18688244.000000 Penalty: 5933.812988
	Iteration 219Q: 3 clusters Score -1.868824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 153687 members 
Entering Unmasked Estep 
Score: -18688242.000000 Penalty: 5933.812988
	Iteration 220F: 3 clusters Score -1.868824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -495360.187500 Penalty: 2071.842285
	Iteration 0F: 2 clusters Score -495360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -491359.406250 Penalty: 4143.684570
	Iteration 0F: 3 clusters Score -491359.4 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -492261.812500 Penalty: 4143.684570
	Iteration 1F: 3 clusters Score -492261.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -492470.406250 Penalty: 4143.684570
	Iteration 2F: 3 clusters Score -492470.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -492589.031250 Penalty: 4143.684570
	Iteration 3Q: 3 clusters Score -492589 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -492672.593750 Penalty: 4143.684570
	Iteration 4Q: 3 clusters Score -492672.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -492752.593750 Penalty: 4143.684570
	Iteration 5Q: 3 clusters Score -492752.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -492823.750000 Penalty: 4143.684570
	Iteration 6Q: 3 clusters Score -492823.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -492881.531250 Penalty: 4143.684570
	Iteration 7Q: 3 clusters Score -492881.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -492937.406250 Penalty: 4143.684570
	Iteration 8Q: 3 clusters Score -492937.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -492981.812500 Penalty: 4143.684570
	Iteration 9Q: 3 clusters Score -492981.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -493031.937500 Penalty: 4143.684570
	Iteration 10Q: 3 clusters Score -493031.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -493083.375000 Penalty: 4143.684570
	Iteration 11Q: 3 clusters Score -493083.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -493143.000000 Penalty: 4143.684570
	Iteration 12Q: 3 clusters Score -493143 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -493220.625000 Penalty: 4143.684570
	Iteration 13Q: 3 clusters Score -493220.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -493297.593750 Penalty: 4143.684570
	Iteration 14Q: 3 clusters Score -493297.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -493360.468750 Penalty: 4143.684570
	Iteration 15Q: 3 clusters Score -493360.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -493403.187500 Penalty: 4143.684570
	Iteration 16Q: 3 clusters Score -493403.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -493441.093750 Penalty: 4143.684570
	Iteration 17Q: 3 clusters Score -493441.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -493477.968750 Penalty: 4143.684570
	Iteration 18Q: 3 clusters Score -493478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -493514.812500 Penalty: 4143.684570
	Iteration 19Q: 3 clusters Score -493514.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -493545.187500 Penalty: 4143.684570
	Iteration 20F: 3 clusters Score -493545.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -493570.812500 Penalty: 4143.684570
	Iteration 21Q: 3 clusters Score -493570.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -493595.250000 Penalty: 4143.684570
	Iteration 22Q: 3 clusters Score -493595.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -493616.187500 Penalty: 4143.684570
	Iteration 23Q: 3 clusters Score -493616.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -493633.000000 Penalty: 4143.684570
	Iteration 24Q: 3 clusters Score -493633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -493639.781250 Penalty: 4143.684570
	Iteration 25Q: 3 clusters Score -493639.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -493644.937500 Penalty: 4143.684570
	Iteration 26Q: 3 clusters Score -493644.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -493654.593750 Penalty: 4143.684570
	Iteration 27Q: 3 clusters Score -493654.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -493661.750000 Penalty: 4143.684570
	Iteration 28Q: 3 clusters Score -493661.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -493669.625000 Penalty: 4143.684570
	Iteration 29Q: 3 clusters Score -493669.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -493675.656250 Penalty: 4143.684570
	Iteration 30Q: 3 clusters Score -493675.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -493682.062500 Penalty: 4143.684570
	Iteration 31Q: 3 clusters Score -493682.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -493685.531250 Penalty: 4143.684570
	Iteration 32Q: 3 clusters Score -493685.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -493688.312500 Penalty: 4143.684570
	Iteration 33Q: 3 clusters Score -493688.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -493697.218750 Penalty: 4143.684570
	Iteration 34Q: 3 clusters Score -493697.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -493704.093750 Penalty: 4143.684570
	Iteration 35Q: 3 clusters Score -493704.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -493710.937500 Penalty: 4143.684570
	Iteration 36Q: 3 clusters Score -493710.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -493714.781250 Penalty: 4143.684570
	Iteration 37Q: 3 clusters Score -493714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -493717.781250 Penalty: 4143.684570
	Iteration 38Q: 3 clusters Score -493717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -493719.718750 Penalty: 4143.684570
	Iteration 39Q: 3 clusters Score -493719.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -493720.250000 Penalty: 4143.684570
	Iteration 40F: 3 clusters Score -493720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -493721.531250 Penalty: 4143.684570
	Iteration 41Q: 3 clusters Score -493721.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -493723.593750 Penalty: 4143.684570
	Iteration 42Q: 3 clusters Score -493723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -493724.343750 Penalty: 4143.684570
	Iteration 43Q: 3 clusters Score -493724.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -493724.343750 Penalty: 4143.684570
	Iteration 44F: 3 clusters Score -493724.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -78083.312500 Penalty: 1667.510498
	Iteration 0F: 2 clusters Score -78083.31 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 419 members 
Entering Unmasked Estep 
Score: -76535.164062 Penalty: 3335.020996
	Iteration 0F: 3 clusters Score -76535.16 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76967.039062 Penalty: 3335.020996
	Iteration 1F: 3 clusters Score -76967.04 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77134.914062 Penalty: 3335.020996
	Iteration 2F: 3 clusters Score -77134.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77216.007812 Penalty: 3335.020996
	Iteration 3Q: 3 clusters Score -77216.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77258.468750 Penalty: 3335.020996
	Iteration 4Q: 3 clusters Score -77258.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77292.273438 Penalty: 3335.020996
	Iteration 5Q: 3 clusters Score -77292.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -77312.570312 Penalty: 3335.020996
	Iteration 6Q: 3 clusters Score -77312.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77324.890625 Penalty: 3335.020996
	Iteration 7Q: 3 clusters Score -77324.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -77335.804688 Penalty: 3335.020996
	Iteration 8Q: 3 clusters Score -77335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -77337.859375 Penalty: 3335.020996
	Iteration 9Q: 3 clusters Score -77337.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -77337.859375 Penalty: 3335.020996
	Iteration 10F: 3 clusters Score -77337.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -354704.156250 Penalty: 1989.434326
	Iteration 0F: 2 clusters Score -354704.2 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 1544 members 
Entering Unmasked Estep 
Score: -351441.125000 Penalty: 3978.868652
	Iteration 0F: 3 clusters Score -351441.1 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -352094.062500 Penalty: 3978.868652
	Iteration 1F: 3 clusters Score -352094.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -352250.718750 Penalty: 3978.868652
	Iteration 2F: 3 clusters Score -352250.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -352334.375000 Penalty: 3978.868652
	Iteration 3Q: 3 clusters Score -352334.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -352399.250000 Penalty: 3978.868652
	Iteration 4Q: 3 clusters Score -352399.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -352438.312500 Penalty: 3978.868652
	Iteration 5Q: 3 clusters Score -352438.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -352478.218750 Penalty: 3978.868652
	Iteration 6Q: 3 clusters Score -352478.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -352509.062500 Penalty: 3978.868652
	Iteration 7Q: 3 clusters Score -352509.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -352539.468750 Penalty: 3978.868652
	Iteration 8Q: 3 clusters Score -352539.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -352562.750000 Penalty: 3978.868652
	Iteration 9Q: 3 clusters Score -352562.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -352574.312500 Penalty: 3978.868652
	Iteration 10Q: 3 clusters Score -352574.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -352578.843750 Penalty: 3978.868652
	Iteration 11Q: 3 clusters Score -352578.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -352585.500000 Penalty: 3978.868652
	Iteration 12Q: 3 clusters Score -352585.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -352595.093750 Penalty: 3978.868652
	Iteration 13Q: 3 clusters Score -352595.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -352599.812500 Penalty: 3978.868652
	Iteration 14Q: 3 clusters Score -352599.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -352606.250000 Penalty: 3978.868652
	Iteration 15Q: 3 clusters Score -352606.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -352609.562500 Penalty: 3978.868652
	Iteration 16Q: 3 clusters Score -352609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -352611.500000 Penalty: 3978.868652
	Iteration 17Q: 3 clusters Score -352611.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -352613.156250 Penalty: 3978.868652
	Iteration 18Q: 3 clusters Score -352613.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -352615.156250 Penalty: 3978.868652
	Iteration 19Q: 3 clusters Score -352615.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -352616.875000 Penalty: 3978.868652
	Iteration 20F: 3 clusters Score -352616.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -352619.062500 Penalty: 3978.868652
	Iteration 21Q: 3 clusters Score -352619.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -352620.875000 Penalty: 3978.868652
	Iteration 22Q: 3 clusters Score -352620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -352621.531250 Penalty: 3978.868652
	Iteration 23Q: 3 clusters Score -352621.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -352624.656250 Penalty: 3978.868652
	Iteration 24Q: 3 clusters Score -352624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -352625.156250 Penalty: 3978.868652
	Iteration 25Q: 3 clusters Score -352625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -352625.562500 Penalty: 3978.868652
	Iteration 26Q: 3 clusters Score -352625.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -352627.562500 Penalty: 3978.868652
	Iteration 27Q: 3 clusters Score -352627.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -352629.500000 Penalty: 3978.868652
	Iteration 28Q: 3 clusters Score -352629.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -352630.906250 Penalty: 3978.868652
	Iteration 29Q: 3 clusters Score -352630.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -352632.406250 Penalty: 3978.868652
	Iteration 30Q: 3 clusters Score -352632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -352633.187500 Penalty: 3978.868652
	Iteration 31Q: 3 clusters Score -352633.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -352634.656250 Penalty: 3978.868652
	Iteration 32Q: 3 clusters Score -352634.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -352634.968750 Penalty: 3978.868652
	Iteration 33Q: 3 clusters Score -352635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -352635.656250 Penalty: 3978.868652
	Iteration 34Q: 3 clusters Score -352635.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -352636.375000 Penalty: 3978.868652
	Iteration 35Q: 3 clusters Score -352636.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -352637.343750 Penalty: 3978.868652
	Iteration 36Q: 3 clusters Score -352637.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -352638.625000 Penalty: 3978.868652
	Iteration 37Q: 3 clusters Score -352638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -352638.281250 Penalty: 3978.868652
	Iteration 38Q: 3 clusters Score -352638.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -352638.375000 Penalty: 3978.868652
	Iteration 39Q: 3 clusters Score -352638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -352638.375000 Penalty: 3978.868652
	Iteration 40F: 3 clusters Score -352638.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Entering Unmasked Estep 
Score: -2122197.250000 Penalty: 2427.901855
	Iteration 0F: 2 clusters Score -2122197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2109582.250000 Penalty: 4855.803711
	Iteration 0F: 3 clusters Score -2109582 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2113877.000000 Penalty: 4855.803711
	Iteration 1F: 3 clusters Score -2113877 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2114440.500000 Penalty: 4855.803711
	Iteration 2F: 3 clusters Score -2114440 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2114942.250000 Penalty: 4855.803711
	Iteration 3F: 3 clusters Score -2114942 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2115458.750000 Penalty: 4855.803711
	Iteration 4F: 3 clusters Score -2115459 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2116027.250000 Penalty: 4855.803711
	Iteration 5F: 3 clusters Score -2116027 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2116630.000000 Penalty: 4855.803711
	Iteration 6F: 3 clusters Score -2116630 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2117301.750000 Penalty: 4855.803711
	Iteration 7F: 3 clusters Score -2117302 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2117875.500000 Penalty: 4855.803711
	Iteration 8F: 3 clusters Score -2117876 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2118300.250000 Penalty: 4855.803711
	Iteration 9Q: 3 clusters Score -2118300 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2118578.500000 Penalty: 4855.803711
	Iteration 10Q: 3 clusters Score -2118578 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2118755.500000 Penalty: 4855.803711
	Iteration 11Q: 3 clusters Score -2118756 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2118886.500000 Penalty: 4855.803711
	Iteration 12Q: 3 clusters Score -2118886 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2118982.750000 Penalty: 4855.803711
	Iteration 13Q: 3 clusters Score -2118983 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2119045.250000 Penalty: 4855.803711
	Iteration 14Q: 3 clusters Score -2119045 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2119089.250000 Penalty: 4855.803711
	Iteration 15Q: 3 clusters Score -2119089 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2119122.250000 Penalty: 4855.803711
	Iteration 16Q: 3 clusters Score -2119122 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2119146.250000 Penalty: 4855.803711
	Iteration 17Q: 3 clusters Score -2119146 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2119175.500000 Penalty: 4855.803711
	Iteration 18Q: 3 clusters Score -2119176 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2119192.000000 Penalty: 4855.803711
	Iteration 19Q: 3 clusters Score -2119192 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2119217.000000 Penalty: 4855.803711
	Iteration 20F: 3 clusters Score -2119217 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2119228.500000 Penalty: 4855.803711
	Iteration 21Q: 3 clusters Score -2119228 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2119253.750000 Penalty: 4855.803711
	Iteration 22Q: 3 clusters Score -2119254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2119273.250000 Penalty: 4855.803711
	Iteration 23Q: 3 clusters Score -2119273 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2119288.500000 Penalty: 4855.803711
	Iteration 24Q: 3 clusters Score -2119288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2119296.750000 Penalty: 4855.803711
	Iteration 25Q: 3 clusters Score -2119297 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2119318.250000 Penalty: 4855.803711
	Iteration 26Q: 3 clusters Score -2119318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2119336.750000 Penalty: 4855.803711
	Iteration 27Q: 3 clusters Score -2119337 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2119345.500000 Penalty: 4855.803711
	Iteration 28Q: 3 clusters Score -2119346 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2119368.000000 Penalty: 4855.803711
	Iteration 29Q: 3 clusters Score -2119368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2119380.000000 Penalty: 4855.803711
	Iteration 30Q: 3 clusters Score -2119380 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2119394.750000 Penalty: 4855.803711
	Iteration 31Q: 3 clusters Score -2119395 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2119420.500000 Penalty: 4855.803711
	Iteration 32Q: 3 clusters Score -2119420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2119438.250000 Penalty: 4855.803711
	Iteration 33Q: 3 clusters Score -2119438 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2119466.250000 Penalty: 4855.803711
	Iteration 34Q: 3 clusters Score -2119466 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2119482.000000 Penalty: 4855.803711
	Iteration 35Q: 3 clusters Score -2119482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2119500.500000 Penalty: 4855.803711
	Iteration 36Q: 3 clusters Score -2119500 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2119512.250000 Penalty: 4855.803711
	Iteration 37Q: 3 clusters Score -2119512 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2119520.500000 Penalty: 4855.803711
	Iteration 38Q: 3 clusters Score -2119520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2119538.750000 Penalty: 4855.803711
	Iteration 39Q: 3 clusters Score -2119539 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2119551.250000 Penalty: 4855.803711
	Iteration 40F: 3 clusters Score -2119551 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2119565.500000 Penalty: 4855.803711
	Iteration 41Q: 3 clusters Score -2119566 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2119580.500000 Penalty: 4855.803711
	Iteration 42Q: 3 clusters Score -2119580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2119588.750000 Penalty: 4855.803711
	Iteration 43Q: 3 clusters Score -2119589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2119598.750000 Penalty: 4855.803711
	Iteration 44Q: 3 clusters Score -2119599 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2119613.750000 Penalty: 4855.803711
	Iteration 45Q: 3 clusters Score -2119614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2119629.250000 Penalty: 4855.803711
	Iteration 46Q: 3 clusters Score -2119629 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2119644.500000 Penalty: 4855.803711
	Iteration 47Q: 3 clusters Score -2119644 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2119657.000000 Penalty: 4855.803711
	Iteration 48Q: 3 clusters Score -2119657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2119667.750000 Penalty: 4855.803711
	Iteration 49Q: 3 clusters Score -2119668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2119681.500000 Penalty: 4855.803711
	Iteration 50Q: 3 clusters Score -2119682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2119687.750000 Penalty: 4855.803711
	Iteration 51Q: 3 clusters Score -2119688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2119697.500000 Penalty: 4855.803711
	Iteration 52Q: 3 clusters Score -2119698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2119719.000000 Penalty: 4855.803711
	Iteration 53Q: 3 clusters Score -2119719 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2119722.500000 Penalty: 4855.803711
	Iteration 54Q: 3 clusters Score -2119722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2119723.500000 Penalty: 4855.803711
	Iteration 55Q: 3 clusters Score -2119724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2119737.750000 Penalty: 4855.803711
	Iteration 56Q: 3 clusters Score -2119738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2119737.000000 Penalty: 4855.803711
	Iteration 57Q: 3 clusters Score -2119737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2119746.750000 Penalty: 4855.803711
	Iteration 58Q: 3 clusters Score -2119747 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2119756.500000 Penalty: 4855.803711
	Iteration 59Q: 3 clusters Score -2119756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2119763.000000 Penalty: 4855.803711
	Iteration 60F: 3 clusters Score -2119763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2119764.500000 Penalty: 4855.803711
	Iteration 61Q: 3 clusters Score -2119764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2119772.250000 Penalty: 4855.803711
	Iteration 62Q: 3 clusters Score -2119772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2119778.750000 Penalty: 4855.803711
	Iteration 63Q: 3 clusters Score -2119779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2119779.750000 Penalty: 4855.803711
	Iteration 64Q: 3 clusters Score -2119780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2119783.500000 Penalty: 4855.803711
	Iteration 65Q: 3 clusters Score -2119784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2119789.500000 Penalty: 4855.803711
	Iteration 66Q: 3 clusters Score -2119790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2119792.750000 Penalty: 4855.803711
	Iteration 67Q: 3 clusters Score -2119793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2119793.500000 Penalty: 4855.803711
	Iteration 68Q: 3 clusters Score -2119794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2119790.500000 Penalty: 4855.803711
	Iteration 69Q: 3 clusters Score -2119790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2119791.500000 Penalty: 4855.803711
	Iteration 70Q: 3 clusters Score -2119792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2119794.750000 Penalty: 4855.803711
	Iteration 71Q: 3 clusters Score -2119795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2119801.000000 Penalty: 4855.803711
	Iteration 72Q: 3 clusters Score -2119801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2119801.000000 Penalty: 4855.803711
	Iteration 73Q: 3 clusters Score -2119801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2119802.750000 Penalty: 4855.803711
	Iteration 74Q: 3 clusters Score -2119803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2119805.750000 Penalty: 4855.803711
	Iteration 75Q: 3 clusters Score -2119806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2119806.250000 Penalty: 4855.803711
	Iteration 76Q: 3 clusters Score -2119806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2119812.250000 Penalty: 4855.803711
	Iteration 77Q: 3 clusters Score -2119812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2119817.500000 Penalty: 4855.803711
	Iteration 78Q: 3 clusters Score -2119818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2119817.000000 Penalty: 4855.803711
	Iteration 79Q: 3 clusters Score -2119817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2119824.250000 Penalty: 4855.803711
	Iteration 80F: 3 clusters Score -2119824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2119829.500000 Penalty: 4855.803711
	Iteration 81Q: 3 clusters Score -2119830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2119834.250000 Penalty: 4855.803711
	Iteration 82Q: 3 clusters Score -2119834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2119836.000000 Penalty: 4855.803711
	Iteration 83Q: 3 clusters Score -2119836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2119841.250000 Penalty: 4855.803711
	Iteration 84Q: 3 clusters Score -2119841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2119842.250000 Penalty: 4855.803711
	Iteration 85Q: 3 clusters Score -2119842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2119850.250000 Penalty: 4855.803711
	Iteration 86Q: 3 clusters Score -2119850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2119854.500000 Penalty: 4855.803711
	Iteration 87Q: 3 clusters Score -2119854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2119858.500000 Penalty: 4855.803711
	Iteration 88Q: 3 clusters Score -2119858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2119864.250000 Penalty: 4855.803711
	Iteration 89Q: 3 clusters Score -2119864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2119867.750000 Penalty: 4855.803711
	Iteration 90Q: 3 clusters Score -2119868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2119874.000000 Penalty: 4855.803711
	Iteration 91Q: 3 clusters Score -2119874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2119884.500000 Penalty: 4855.803711
	Iteration 92Q: 3 clusters Score -2119884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2119893.000000 Penalty: 4855.803711
	Iteration 93Q: 3 clusters Score -2119893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2119903.750000 Penalty: 4855.803711
	Iteration 94Q: 3 clusters Score -2119904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2119910.250000 Penalty: 4855.803711
	Iteration 95Q: 3 clusters Score -2119910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2119915.750000 Penalty: 4855.803711
	Iteration 96Q: 3 clusters Score -2119916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2119924.000000 Penalty: 4855.803711
	Iteration 97Q: 3 clusters Score -2119924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2119940.500000 Penalty: 4855.803711
	Iteration 98Q: 3 clusters Score -2119940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2119945.500000 Penalty: 4855.803711
	Iteration 99Q: 3 clusters Score -2119946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2119946.250000 Penalty: 4855.803711
	Iteration 100F: 3 clusters Score -2119946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2119948.000000 Penalty: 4855.803711
	Iteration 101Q: 3 clusters Score -2119948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2119951.250000 Penalty: 4855.803711
	Iteration 102Q: 3 clusters Score -2119951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2119962.500000 Penalty: 4855.803711
	Iteration 103Q: 3 clusters Score -2119962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2119967.000000 Penalty: 4855.803711
	Iteration 104Q: 3 clusters Score -2119967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2119969.250000 Penalty: 4855.803711
	Iteration 105Q: 3 clusters Score -2119969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2119974.250000 Penalty: 4855.803711
	Iteration 106Q: 3 clusters Score -2119974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2119985.250000 Penalty: 4855.803711
	Iteration 107Q: 3 clusters Score -2119985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2119986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2120000.500000 Penalty: 4855.803711
	Iteration 109Q: 3 clusters Score -2120000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2120014.250000 Penalty: 4855.803711
	Iteration 110Q: 3 clusters Score -2120014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2120025.500000 Penalty: 4855.803711
	Iteration 111Q: 3 clusters Score -2120026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2120040.000000 Penalty: 4855.803711
	Iteration 112Q: 3 clusters Score -2120040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2120056.250000 Penalty: 4855.803711
	Iteration 113Q: 3 clusters Score -2120056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2120070.500000 Penalty: 4855.803711
	Iteration 114Q: 3 clusters Score -2120070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2120079.000000 Penalty: 4855.803711
	Iteration 115Q: 3 clusters Score -2120079 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2120090.250000 Penalty: 4855.803711
	Iteration 116Q: 3 clusters Score -2120090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2120100.500000 Penalty: 4855.803711
	Iteration 117Q: 3 clusters Score -2120100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2120110.250000 Penalty: 4855.803711
	Iteration 118Q: 3 clusters Score -2120110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2120120.500000 Penalty: 4855.803711
	Iteration 119Q: 3 clusters Score -2120120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2120129.500000 Penalty: 4855.803711
	Iteration 120F: 3 clusters Score -2120130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2120156.750000 Penalty: 4855.803711
	Iteration 121Q: 3 clusters Score -2120157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2120161.500000 Penalty: 4855.803711
	Iteration 122Q: 3 clusters Score -2120162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2120161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2120163.000000 Penalty: 4855.803711
	Iteration 124Q: 3 clusters Score -2120163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2120171.250000 Penalty: 4855.803711
	Iteration 125Q: 3 clusters Score -2120171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2120178.750000 Penalty: 4855.803711
	Iteration 126Q: 3 clusters Score -2120179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2120187.250000 Penalty: 4855.803711
	Iteration 127Q: 3 clusters Score -2120187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2120194.500000 Penalty: 4855.803711
	Iteration 128Q: 3 clusters Score -2120194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2120195.250000 Penalty: 4855.803711
	Iteration 129Q: 3 clusters Score -2120195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2120197.750000 Penalty: 4855.803711
	Iteration 130Q: 3 clusters Score -2120198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2120203.250000 Penalty: 4855.803711
	Iteration 131Q: 3 clusters Score -2120203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2120214.750000 Penalty: 4855.803711
	Iteration 132Q: 3 clusters Score -2120215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2120220.250000 Penalty: 4855.803711
	Iteration 133Q: 3 clusters Score -2120220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2120223.500000 Penalty: 4855.803711
	Iteration 134Q: 3 clusters Score -2120224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2120226.500000 Penalty: 4855.803711
	Iteration 135Q: 3 clusters Score -2120226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2120229.750000 Penalty: 4855.803711
	Iteration 136Q: 3 clusters Score -2120230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2120235.750000 Penalty: 4855.803711
	Iteration 137Q: 3 clusters Score -2120236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2120245.750000 Penalty: 4855.803711
	Iteration 138Q: 3 clusters Score -2120246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2120254.750000 Penalty: 4855.803711
	Iteration 139Q: 3 clusters Score -2120255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2120262.750000 Penalty: 4855.803711
	Iteration 140F: 3 clusters Score -2120263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2120265.750000 Penalty: 4855.803711
	Iteration 141Q: 3 clusters Score -2120266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2120273.250000 Penalty: 4855.803711
	Iteration 142Q: 3 clusters Score -2120273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2120272.750000 Penalty: 4855.803711
	Iteration 143Q: 3 clusters Score -2120273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2120282.250000 Penalty: 4855.803711
	Iteration 144Q: 3 clusters Score -2120282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2120280.750000 Penalty: 4855.803711
	Iteration 145Q: 3 clusters Score -2120281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2120285.500000 Penalty: 4855.803711
	Iteration 146Q: 3 clusters Score -2120286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2120286.750000 Penalty: 4855.803711
	Iteration 147Q: 3 clusters Score -2120287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2120294.250000 Penalty: 4855.803711
	Iteration 148Q: 3 clusters Score -2120294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2120298.750000 Penalty: 4855.803711
	Iteration 149Q: 3 clusters Score -2120299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2120300.000000 Penalty: 4855.803711
	Iteration 150Q: 3 clusters Score -2120300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2120304.500000 Penalty: 4855.803711
	Iteration 151Q: 3 clusters Score -2120304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2120306.750000 Penalty: 4855.803711
	Iteration 152Q: 3 clusters Score -2120307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2120308.250000 Penalty: 4855.803711
	Iteration 153Q: 3 clusters Score -2120308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2120314.250000 Penalty: 4855.803711
	Iteration 154Q: 3 clusters Score -2120314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2120317.000000 Penalty: 4855.803711
	Iteration 155Q: 3 clusters Score -2120317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2120321.750000 Penalty: 4855.803711
	Iteration 156Q: 3 clusters Score -2120322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2120324.500000 Penalty: 4855.803711
	Iteration 157Q: 3 clusters Score -2120324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2120324.250000 Penalty: 4855.803711
	Iteration 158Q: 3 clusters Score -2120324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2120325.750000 Penalty: 4855.803711
	Iteration 159Q: 3 clusters Score -2120326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2120328.250000 Penalty: 4855.803711
	Iteration 160F: 3 clusters Score -2120328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2120334.000000 Penalty: 4855.803711
	Iteration 161Q: 3 clusters Score -2120334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2120334.000000 Penalty: 4855.803711
	Iteration 162Q: 3 clusters Score -2120334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2120336.750000 Penalty: 4855.803711
	Iteration 163Q: 3 clusters Score -2120337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2120338.750000 Penalty: 4855.803711
	Iteration 164Q: 3 clusters Score -2120339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2120345.500000 Penalty: 4855.803711
	Iteration 165Q: 3 clusters Score -2120346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2120346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2120344.000000 Penalty: 4855.803711
	Iteration 167Q: 3 clusters Score -2120344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2120342.500000 Penalty: 4855.803711
	Iteration 168Q: 3 clusters Score -2120342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2120345.000000 Penalty: 4855.803711
	Iteration 169Q: 3 clusters Score -2120345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2120346.750000 Penalty: 4855.803711
	Iteration 170Q: 3 clusters Score -2120347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2120346.250000 Penalty: 4855.803711
	Iteration 171Q: 3 clusters Score -2120346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2120350.500000 Penalty: 4855.803711
	Iteration 172Q: 3 clusters Score -2120350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2120351.000000 Penalty: 4855.803711
	Iteration 173Q: 3 clusters Score -2120351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2120356.250000 Penalty: 4855.803711
	Iteration 174Q: 3 clusters Score -2120356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2120355.500000 Penalty: 4855.803711
	Iteration 175Q: 3 clusters Score -2120356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2120358.000000 Penalty: 4855.803711
	Iteration 176Q: 3 clusters Score -2120358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2120360.500000 Penalty: 4855.803711
	Iteration 177Q: 3 clusters Score -2120360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2120364.000000 Penalty: 4855.803711
	Iteration 178Q: 3 clusters Score -2120364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2120365.750000 Penalty: 4855.803711
	Iteration 179Q: 3 clusters Score -2120366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2120369.500000 Penalty: 4855.803711
	Iteration 180F: 3 clusters Score -2120370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2120368.750000 Penalty: 4855.803711
	Iteration 181Q: 3 clusters Score -2120369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2120369.750000 Penalty: 4855.803711
	Iteration 182Q: 3 clusters Score -2120370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2120375.250000 Penalty: 4855.803711
	Iteration 183Q: 3 clusters Score -2120375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2120379.750000 Penalty: 4855.803711
	Iteration 184Q: 3 clusters Score -2120380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2120382.250000 Penalty: 4855.803711
	Iteration 185Q: 3 clusters Score -2120382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2120382.000000 Penalty: 4855.803711
	Iteration 186Q: 3 clusters Score -2120382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2120383.750000 Penalty: 4855.803711
	Iteration 187Q: 3 clusters Score -2120384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2120387.250000 Penalty: 4855.803711
	Iteration 188Q: 3 clusters Score -2120387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2120389.500000 Penalty: 4855.803711
	Iteration 189Q: 3 clusters Score -2120390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2120385.250000 Penalty: 4855.803711
	Iteration 190Q: 3 clusters Score -2120385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2120385.750000 Penalty: 4855.803711
	Iteration 191Q: 3 clusters Score -2120386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2120388.000000 Penalty: 4855.803711
	Iteration 192Q: 3 clusters Score -2120388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2120392.250000 Penalty: 4855.803711
	Iteration 193Q: 3 clusters Score -2120392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2120392.250000 Penalty: 4855.803711
	Iteration 194Q: 3 clusters Score -2120392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2120391.500000 Penalty: 4855.803711
	Iteration 195Q: 3 clusters Score -2120392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2120389.750000 Penalty: 4855.803711
	Iteration 196Q: 3 clusters Score -2120390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2120391.000000 Penalty: 4855.803711
	Iteration 197Q: 3 clusters Score -2120391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2120389.750000 Penalty: 4855.803711
	Iteration 198Q: 3 clusters Score -2120390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2120391.000000 Penalty: 4855.803711
	Iteration 199Q: 3 clusters Score -2120391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2120394.000000 Penalty: 4855.803711
	Iteration 200F: 3 clusters Score -2120394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2120391.250000 Penalty: 4855.803711
	Iteration 201Q: 3 clusters Score -2120391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2120394.250000 Penalty: 4855.803711
	Iteration 202Q: 3 clusters Score -2120394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2120397.750000 Penalty: 4855.803711
	Iteration 203Q: 3 clusters Score -2120398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2120397.750000 Penalty: 4855.803711
	Iteration 204F: 3 clusters Score -2120398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (37426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Entering Unmasked Estep 
Score: -4482580.000000 Penalty: 2611.469971
	Iteration 0F: 2 clusters Score -4482580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4457204.500000 Penalty: 5222.939941
	Iteration 0F: 3 clusters Score -4457204 nChanged 17079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -4466661.000000 Penalty: 5222.939941
	Iteration 1F: 3 clusters Score -4466661 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4467219.500000 Penalty: 5222.939941
	Iteration 2Q: 3 clusters Score -4467220 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -4467770.500000 Penalty: 5222.939941
	Iteration 3Q: 3 clusters Score -4467770 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4468379.000000 Penalty: 5222.939941
	Iteration 4Q: 3 clusters Score -4468379 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4469055.500000 Penalty: 5222.939941
	Iteration 5Q: 3 clusters Score -4469056 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -4469934.000000 Penalty: 5222.939941
	Iteration 6Q: 3 clusters Score -4469934 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -4470868.000000 Penalty: 5222.939941
	Iteration 7Q: 3 clusters Score -4470868 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -4471981.000000 Penalty: 5222.939941
	Iteration 8Q: 3 clusters Score -4471981 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -4473117.000000 Penalty: 5222.939941
	Iteration 9Q: 3 clusters Score -4473117 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4474120.000000 Penalty: 5222.939941
	Iteration 10Q: 3 clusters Score -4474120 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -4474955.500000 Penalty: 5222.939941
	Iteration 11Q: 3 clusters Score -4474956 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -4475560.500000 Penalty: 5222.939941
	Iteration 12Q: 3 clusters Score -4475560 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -4475933.500000 Penalty: 5222.939941
	Iteration 13Q: 3 clusters Score -4475934 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -4476141.000000 Penalty: 5222.939941
	Iteration 14Q: 3 clusters Score -4476141 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4476304.500000 Penalty: 5222.939941
	Iteration 15Q: 3 clusters Score -4476304 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -4476447.500000 Penalty: 5222.939941
	Iteration 16Q: 3 clusters Score -4476448 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -4476588.500000 Penalty: 5222.939941
	Iteration 17Q: 3 clusters Score -4476588 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -4476721.500000 Penalty: 5222.939941
	Iteration 18Q: 3 clusters Score -4476722 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -4476803.000000 Penalty: 5222.939941
	Iteration 19Q: 3 clusters Score -4476803 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -4476881.000000 Penalty: 5222.939941
	Iteration 20F: 3 clusters Score -4476881 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -4476974.500000 Penalty: 5222.939941
	Iteration 21Q: 3 clusters Score -4476974 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -4477066.500000 Penalty: 5222.939941
	Iteration 22Q: 3 clusters Score -4477066 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -4477165.500000 Penalty: 5222.939941
	Iteration 23Q: 3 clusters Score -4477166 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4477272.000000 Penalty: 5222.939941
	Iteration 24Q: 3 clusters Score -4477272 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -4477359.500000 Penalty: 5222.939941
	Iteration 25Q: 3 clusters Score -4477360 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -4477454.000000 Penalty: 5222.939941
	Iteration 26Q: 3 clusters Score -4477454 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -4477562.500000 Penalty: 5222.939941
	Iteration 27Q: 3 clusters Score -4477562 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -4477699.000000 Penalty: 5222.939941
	Iteration 28Q: 3 clusters Score -4477699 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -4477805.000000 Penalty: 5222.939941
	Iteration 29Q: 3 clusters Score -4477805 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -4477944.500000 Penalty: 5222.939941
	Iteration 30Q: 3 clusters Score -4477944 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -4478067.000000 Penalty: 5222.939941
	Iteration 31Q: 3 clusters Score -4478067 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -4478242.500000 Penalty: 5222.939941
	Iteration 32Q: 3 clusters Score -4478242 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4478369.500000 Penalty: 5222.939941
	Iteration 33Q: 3 clusters Score -4478370 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -4478544.000000 Penalty: 5222.939941
	Iteration 34Q: 3 clusters Score -4478544 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -4478719.500000 Penalty: 5222.939941
	Iteration 35Q: 3 clusters Score -4478720 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -4478867.000000 Penalty: 5222.939941
	Iteration 36Q: 3 clusters Score -4478867 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -4478995.500000 Penalty: 5222.939941
	Iteration 37Q: 3 clusters Score -4478996 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4479142.500000 Penalty: 5222.939941
	Iteration 38Q: 3 clusters Score -4479142 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -4479252.000000 Penalty: 5222.939941
	Iteration 39Q: 3 clusters Score -4479252 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4479362.500000 Penalty: 5222.939941
	Iteration 40F: 3 clusters Score -4479362 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4479472.500000 Penalty: 5222.939941
	Iteration 41Q: 3 clusters Score -4479472 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4479572.500000 Penalty: 5222.939941
	Iteration 42Q: 3 clusters Score -4479572 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4479665.000000 Penalty: 5222.939941
	Iteration 43Q: 3 clusters Score -4479665 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4479727.000000 Penalty: 5222.939941
	Iteration 44Q: 3 clusters Score -4479727 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4479811.000000 Penalty: 5222.939941
	Iteration 45Q: 3 clusters Score -4479811 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4479879.500000 Penalty: 5222.939941
	Iteration 46Q: 3 clusters Score -4479880 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4479937.500000 Penalty: 5222.939941
	Iteration 47Q: 3 clusters Score -4479938 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4479994.500000 Penalty: 5222.939941
	Iteration 48Q: 3 clusters Score -4479994 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4480046.000000 Penalty: 5222.939941
	Iteration 49Q: 3 clusters Score -4480046 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4480081.000000 Penalty: 5222.939941
	Iteration 50Q: 3 clusters Score -4480081 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4480115.000000 Penalty: 5222.939941
	Iteration 51Q: 3 clusters Score -4480115 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4480155.500000 Penalty: 5222.939941
	Iteration 52Q: 3 clusters Score -4480156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4480188.000000 Penalty: 5222.939941
	Iteration 53Q: 3 clusters Score -4480188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4480219.500000 Penalty: 5222.939941
	Iteration 54Q: 3 clusters Score -4480220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4480228.000000 Penalty: 5222.939941
	Iteration 55Q: 3 clusters Score -4480228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4480241.000000 Penalty: 5222.939941
	Iteration 56Q: 3 clusters Score -4480241 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4480270.500000 Penalty: 5222.939941
	Iteration 57Q: 3 clusters Score -4480270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4480282.000000 Penalty: 5222.939941
	Iteration 58Q: 3 clusters Score -4480282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4480285.000000 Penalty: 5222.939941
	Iteration 59Q: 3 clusters Score -4480285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4480292.500000 Penalty: 5222.939941
	Iteration 60F: 3 clusters Score -4480292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4480300.500000 Penalty: 5222.939941
	Iteration 61Q: 3 clusters Score -4480300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4480309.000000 Penalty: 5222.939941
	Iteration 62Q: 3 clusters Score -4480309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4480326.000000 Penalty: 5222.939941
	Iteration 63Q: 3 clusters Score -4480326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4480330.500000 Penalty: 5222.939941
	Iteration 64Q: 3 clusters Score -4480330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4480338.000000 Penalty: 5222.939941
	Iteration 65Q: 3 clusters Score -4480338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4480332.500000 Penalty: 5222.939941
	Iteration 66Q: 3 clusters Score -4480332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4480333.000000 Penalty: 5222.939941
	Iteration 67Q: 3 clusters Score -4480333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4480332.500000 Penalty: 5222.939941
	Iteration 68Q: 3 clusters Score -4480332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4480339.000000 Penalty: 5222.939941
	Iteration 69Q: 3 clusters Score -4480339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4480337.000000 Penalty: 5222.939941
	Iteration 70Q: 3 clusters Score -4480337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4480352.000000 Penalty: 5222.939941
	Iteration 71Q: 3 clusters Score -4480352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4480351.500000 Penalty: 5222.939941
	Iteration 72Q: 3 clusters Score -4480352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4480361.000000 Penalty: 5222.939941
	Iteration 73Q: 3 clusters Score -4480361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4480368.000000 Penalty: 5222.939941
	Iteration 74Q: 3 clusters Score -4480368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4480374.500000 Penalty: 5222.939941
	Iteration 75Q: 3 clusters Score -4480374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4480380.000000 Penalty: 5222.939941
	Iteration 76Q: 3 clusters Score -4480380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4480383.000000 Penalty: 5222.939941
	Iteration 77Q: 3 clusters Score -4480383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4480385.500000 Penalty: 5222.939941
	Iteration 78Q: 3 clusters Score -4480386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4480387.000000 Penalty: 5222.939941
	Iteration 79Q: 3 clusters Score -4480387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4480387.500000 Penalty: 5222.939941
	Iteration 80F: 3 clusters Score -4480388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4480390.000000 Penalty: 5222.939941
	Iteration 81Q: 3 clusters Score -4480390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4480383.500000 Penalty: 5222.939941
	Iteration 82Q: 3 clusters Score -4480384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4480393.000000 Penalty: 5222.939941
	Iteration 83Q: 3 clusters Score -4480393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4480399.500000 Penalty: 5222.939941
	Iteration 84Q: 3 clusters Score -4480400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4480415.500000 Penalty: 5222.939941
	Iteration 85Q: 3 clusters Score -4480416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4480428.000000 Penalty: 5222.939941
	Iteration 86Q: 3 clusters Score -4480428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4480435.000000 Penalty: 5222.939941
	Iteration 87Q: 3 clusters Score -4480435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4480430.000000 Penalty: 5222.939941
	Iteration 88Q: 3 clusters Score -4480430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4480440.000000 Penalty: 5222.939941
	Iteration 89Q: 3 clusters Score -4480440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4480448.000000 Penalty: 5222.939941
	Iteration 90Q: 3 clusters Score -4480448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4480448.500000 Penalty: 5222.939941
	Iteration 91Q: 3 clusters Score -4480448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4480450.000000 Penalty: 5222.939941
	Iteration 92Q: 3 clusters Score -4480450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4480450.000000 Penalty: 5222.939941
	Iteration 93F: 3 clusters Score -4480450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (214302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214302 members 
Entering Unmasked Estep 
Score: -25639066.000000 Penalty: 3044.235107
	Iteration 0F: 2 clusters Score -2.563907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106920 members 
Mstep: Class 2 contains 107382 members 
Entering Unmasked Estep 
Score: -25522896.000000 Penalty: 6088.470215
	Iteration 0F: 3 clusters Score -2.55229e+07 nChanged 103033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100881 members 
Mstep: Class 2 contains 113421 members 
Entering Unmasked Estep 
Score: -25583134.000000 Penalty: 6088.470215
	Iteration 1F: 3 clusters Score -2.558313e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 117332 members 
Entering Unmasked Estep 
Score: -25584776.000000 Penalty: 6088.470215
	Iteration 2Q: 3 clusters Score -2.558478e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 123287 members 
Entering Unmasked Estep 
Score: -25587306.000000 Penalty: 6088.470215
	Iteration 3Q: 3 clusters Score -2.558731e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 132163 members 
Entering Unmasked Estep 
Score: -25592138.000000 Penalty: 6088.470215
	Iteration 4Q: 3 clusters Score -2.559214e+07 nChanged 13980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 144831 members 
Entering Unmasked Estep 
Score: -25600276.000000 Penalty: 6088.470215
	Iteration 5F: 3 clusters Score -2.560028e+07 nChanged 17471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 161558 members 
Entering Unmasked Estep 
Score: -25611504.000000 Penalty: 6088.470215
	Iteration 6F: 3 clusters Score -2.56115e+07 nChanged 19200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 180392 members 
Entering Unmasked Estep 
Score: -25621016.000000 Penalty: 6088.470215
	Iteration 7F: 3 clusters Score -2.562102e+07 nChanged 15978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 196202 members 
Entering Unmasked Estep 
Score: -25628134.000000 Penalty: 6088.470215
	Iteration 8F: 3 clusters Score -2.562813e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 205886 members 
Entering Unmasked Estep 
Score: -25632040.000000 Penalty: 6088.470215
	Iteration 9Q: 3 clusters Score -2.563204e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 210560 members 
Entering Unmasked Estep 
Score: -25634092.000000 Penalty: 6088.470215
	Iteration 10Q: 3 clusters Score -2.563409e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 212559 members 
Entering Unmasked Estep 
Score: -25635392.000000 Penalty: 6088.470215
	Iteration 11Q: 3 clusters Score -2.563539e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 213319 members 
Entering Unmasked Estep 
Score: -25635890.000000 Penalty: 6088.470215
	Iteration 12Q: 3 clusters Score -2.563589e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 213632 members 
Entering Unmasked Estep 
Score: -25636172.000000 Penalty: 6088.470215
	Iteration 13Q: 3 clusters Score -2.563617e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 213761 members 
Entering Unmasked Estep 
Score: -25636280.000000 Penalty: 6088.470215
	Iteration 14Q: 3 clusters Score -2.563628e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 213823 members 
Entering Unmasked Estep 
Score: -25636350.000000 Penalty: 6088.470215
	Iteration 15Q: 3 clusters Score -2.563635e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 213858 members 
Entering Unmasked Estep 
Score: -25636430.000000 Penalty: 6088.470215
	Iteration 16Q: 3 clusters Score -2.563643e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 213879 members 
Entering Unmasked Estep 
Score: -25636432.000000 Penalty: 6088.470215
	Iteration 17Q: 3 clusters Score -2.563643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 213887 members 
Entering Unmasked Estep 
Score: -25636466.000000 Penalty: 6088.470215
	Iteration 18Q: 3 clusters Score -2.563647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 213895 members 
Entering Unmasked Estep 
Score: -25636484.000000 Penalty: 6088.470215
	Iteration 19Q: 3 clusters Score -2.563648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 213903 members 
Entering Unmasked Estep 
Score: -25636498.000000 Penalty: 6088.470215
	Iteration 20F: 3 clusters Score -2.56365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 213904 members 
Entering Unmasked Estep 
Score: -25636510.000000 Penalty: 6088.470215
	Iteration 21Q: 3 clusters Score -2.563651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 213907 members 
Entering Unmasked Estep 
Score: -25636530.000000 Penalty: 6088.470215
	Iteration 22Q: 3 clusters Score -2.563653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 213908 members 
Entering Unmasked Estep 
Score: -25636514.000000 Penalty: 6088.470215
	Iteration 23Q: 3 clusters Score -2.563651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 213912 members 
Entering Unmasked Estep 
Score: -25636504.000000 Penalty: 6088.470215
	Iteration 24Q: 3 clusters Score -2.56365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 213914 members 
Entering Unmasked Estep 
Score: -25636506.000000 Penalty: 6088.470215
	Iteration 25Q: 3 clusters Score -2.563651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 213914 members 
Entering Unmasked Estep 
Score: -25636506.000000 Penalty: 6088.470215
	Iteration 26F: 3 clusters Score -2.563651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (63866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Entering Unmasked Estep 
Score: -7578052.500000 Penalty: 2744.006592
	Iteration 0F: 2 clusters Score -7578052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -7535158.500000 Penalty: 5488.013184
	Iteration 0F: 3 clusters Score -7535158 nChanged 29729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -7552026.500000 Penalty: 5488.013184
	Iteration 1F: 3 clusters Score -7552026 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -7552925.000000 Penalty: 5488.013184
	Iteration 2Q: 3 clusters Score -7552925 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -7554122.500000 Penalty: 5488.013184
	Iteration 3Q: 3 clusters Score -7554122 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -7555907.000000 Penalty: 5488.013184
	Iteration 4F: 3 clusters Score -7555907 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -7558486.500000 Penalty: 5488.013184
	Iteration 5F: 3 clusters Score -7558486 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -7562086.000000 Penalty: 5488.013184
	Iteration 6F: 3 clusters Score -7562086 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -7566386.500000 Penalty: 5488.013184
	Iteration 7F: 3 clusters Score -7566386 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -7570105.000000 Penalty: 5488.013184
	Iteration 8F: 3 clusters Score -7570105 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -7572672.500000 Penalty: 5488.013184
	Iteration 9Q: 3 clusters Score -7572672 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -7574185.500000 Penalty: 5488.013184
	Iteration 10Q: 3 clusters Score -7574186 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -7574879.000000 Penalty: 5488.013184
	Iteration 11Q: 3 clusters Score -7574879 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -7575245.500000 Penalty: 5488.013184
	Iteration 12Q: 3 clusters Score -7575246 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -7575464.500000 Penalty: 5488.013184
	Iteration 13Q: 3 clusters Score -7575464 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -7575601.500000 Penalty: 5488.013184
	Iteration 14Q: 3 clusters Score -7575602 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -7575712.000000 Penalty: 5488.013184
	Iteration 15Q: 3 clusters Score -7575712 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -7575833.000000 Penalty: 5488.013184
	Iteration 16Q: 3 clusters Score -7575833 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -7575885.500000 Penalty: 5488.013184
	Iteration 17Q: 3 clusters Score -7575886 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -7575963.500000 Penalty: 5488.013184
	Iteration 18Q: 3 clusters Score -7575964 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -7576047.500000 Penalty: 5488.013184
	Iteration 19Q: 3 clusters Score -7576048 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -7576161.000000 Penalty: 5488.013184
	Iteration 20F: 3 clusters Score -7576161 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -7576236.000000 Penalty: 5488.013184
	Iteration 21Q: 3 clusters Score -7576236 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -7576356.500000 Penalty: 5488.013184
	Iteration 22Q: 3 clusters Score -7576356 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -7576449.000000 Penalty: 5488.013184
	Iteration 23Q: 3 clusters Score -7576449 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -7576555.000000 Penalty: 5488.013184
	Iteration 24Q: 3 clusters Score -7576555 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -7576610.500000 Penalty: 5488.013184
	Iteration 25Q: 3 clusters Score -7576610 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -7576646.000000 Penalty: 5488.013184
	Iteration 26Q: 3 clusters Score -7576646 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -7576687.000000 Penalty: 5488.013184
	Iteration 27Q: 3 clusters Score -7576687 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -7576703.000000 Penalty: 5488.013184
	Iteration 28Q: 3 clusters Score -7576703 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -7576720.500000 Penalty: 5488.013184
	Iteration 29Q: 3 clusters Score -7576720 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -7576753.000000 Penalty: 5488.013184
	Iteration 30Q: 3 clusters Score -7576753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -7576744.500000 Penalty: 5488.013184
	Iteration 31Q: 3 clusters Score -7576744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -7576770.500000 Penalty: 5488.013184
	Iteration 32Q: 3 clusters Score -7576770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -7576767.500000 Penalty: 5488.013184
	Iteration 33Q: 3 clusters Score -7576768 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -7576797.500000 Penalty: 5488.013184
	Iteration 34Q: 3 clusters Score -7576798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -7576783.000000 Penalty: 5488.013184
	Iteration 35Q: 3 clusters Score -7576783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -7576787.000000 Penalty: 5488.013184
	Iteration 36Q: 3 clusters Score -7576787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -7576779.000000 Penalty: 5488.013184
	Iteration 37Q: 3 clusters Score -7576779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -7576791.000000 Penalty: 5488.013184
	Iteration 38Q: 3 clusters Score -7576791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -7576794.500000 Penalty: 5488.013184
	Iteration 39Q: 3 clusters Score -7576794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -7576802.000000 Penalty: 5488.013184
	Iteration 40F: 3 clusters Score -7576802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -7576793.500000 Penalty: 5488.013184
	Iteration 41Q: 3 clusters Score -7576794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -7576791.500000 Penalty: 5488.013184
	Iteration 42Q: 3 clusters Score -7576792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -7576797.000000 Penalty: 5488.013184
	Iteration 43Q: 3 clusters Score -7576797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -7576801.000000 Penalty: 5488.013184
	Iteration 44Q: 3 clusters Score -7576801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -7576800.500000 Penalty: 5488.013184
	Iteration 45Q: 3 clusters Score -7576800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -7576792.500000 Penalty: 5488.013184
	Iteration 46Q: 3 clusters Score -7576792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -7576792.500000 Penalty: 5488.013184
	Iteration 47Q: 3 clusters Score -7576792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -7576802.500000 Penalty: 5488.013184
	Iteration 48Q: 3 clusters Score -7576802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -7576806.000000 Penalty: 5488.013184
	Iteration 49Q: 3 clusters Score -7576806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -7576819.000000 Penalty: 5488.013184
	Iteration 50Q: 3 clusters Score -7576819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -7576821.000000 Penalty: 5488.013184
	Iteration 51Q: 3 clusters Score -7576821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -7576830.500000 Penalty: 5488.013184
	Iteration 52Q: 3 clusters Score -7576830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -7576829.000000 Penalty: 5488.013184
	Iteration 53Q: 3 clusters Score -7576829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -7576825.000000 Penalty: 5488.013184
	Iteration 54Q: 3 clusters Score -7576825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -7576834.500000 Penalty: 5488.013184
	Iteration 55Q: 3 clusters Score -7576834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -7576837.500000 Penalty: 5488.013184
	Iteration 56Q: 3 clusters Score -7576838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -7576838.500000 Penalty: 5488.013184
	Iteration 57Q: 3 clusters Score -7576838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -7576843.500000 Penalty: 5488.013184
	Iteration 58Q: 3 clusters Score -7576844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -7576837.500000 Penalty: 5488.013184
	Iteration 59Q: 3 clusters Score -7576838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -7576834.000000 Penalty: 5488.013184
	Iteration 60F: 3 clusters Score -7576834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -7576837.500000 Penalty: 5488.013184
	Iteration 61Q: 3 clusters Score -7576838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -7576821.000000 Penalty: 5488.013184
	Iteration 62Q: 3 clusters Score -7576821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -7576827.500000 Penalty: 5488.013184
	Iteration 63Q: 3 clusters Score -7576828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -7576825.000000 Penalty: 5488.013184
	Iteration 64Q: 3 clusters Score -7576825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -7576827.500000 Penalty: 5488.013184
	Iteration 65Q: 3 clusters Score -7576828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -7576830.000000 Penalty: 5488.013184
	Iteration 66Q: 3 clusters Score -7576830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7576821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -7576821.000000 Penalty: 5488.013184
	Iteration 68F: 3 clusters Score -7576821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 177547 members 
Mstep: Class 3 contains 46747 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 7053 members 
Mstep: Class 6 contains 9328 members 
Mstep: Class 7 contains 28683 members 
Mstep: Class 8 contains 6180 members 
Mstep: Class 9 contains 39249 members 
Mstep: Class 10 contains 13548 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61687 members 
Mstep: Class 13 contains 96335 members 
Mstep: Class 14 contains 203449 members 
Mstep: Class 15 contains 10041 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44487 members 
Mstep: Class 18 contains 5189 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 37828 members 
Mstep: Class 21 contains 12745 members 
Mstep: Class 22 contains 156895 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 17853 members 
Mstep: Class 27 contains 37426 members 
Mstep: Class 28 contains 214302 members 
Mstep: Class 29 contains 63866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052688.000000 Penalty: 101497.804688
Iteration 319Q: 30 clusters Score -1.560527e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 177549 members 
Mstep: Class 3 contains 46728 members 
Mstep: Class 4 contains 13841 members 
Mstep: Class 5 contains 7058 members 
Mstep: Class 6 contains 9327 members 
Mstep: Class 7 contains 28679 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 39251 members 
Mstep: Class 10 contains 13548 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61693 members 
Mstep: Class 13 contains 96325 members 
Mstep: Class 14 contains 203457 members 
Mstep: Class 15 contains 10042 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44509 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 11426 members 
Mstep: Class 20 contains 37833 members 
Mstep: Class 21 contains 12749 members 
Mstep: Class 22 contains 156880 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3045 members 
Mstep: Class 26 contains 17854 members 
Mstep: Class 27 contains 37427 members 
Mstep: Class 28 contains 214284 members 
Mstep: Class 29 contains 63869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052720.000000 Penalty: 101497.804688
Iteration 320F: 30 clusters Score -1.560527e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 177544 members 
Mstep: Class 3 contains 46710 members 
Mstep: Class 4 contains 13843 members 
Mstep: Class 5 contains 7050 members 
Mstep: Class 6 contains 9329 members 
Mstep: Class 7 contains 28676 members 
Mstep: Class 8 contains 6192 members 
Mstep: Class 9 contains 39248 members 
Mstep: Class 10 contains 13551 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61694 members 
Mstep: Class 13 contains 96320 members 
Mstep: Class 14 contains 203476 members 
Mstep: Class 15 contains 10042 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44527 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11425 members 
Mstep: Class 20 contains 37837 members 
Mstep: Class 21 contains 12754 members 
Mstep: Class 22 contains 156870 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 17851 members 
Mstep: Class 27 contains 37432 members 
Mstep: Class 28 contains 214272 members 
Mstep: Class 29 contains 63869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052848.000000 Penalty: 101497.804688
Iteration 321Q: 30 clusters Score -1.560528e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 177542 members 
Mstep: Class 3 contains 46695 members 
Mstep: Class 4 contains 13843 members 
Mstep: Class 5 contains 7056 members 
Mstep: Class 6 contains 9327 members 
Mstep: Class 7 contains 28674 members 
Mstep: Class 8 contains 6194 members 
Mstep: Class 9 contains 39250 members 
Mstep: Class 10 contains 13553 members 
Mstep: Class 11 contains 9074 members 
Mstep: Class 12 contains 61692 members 
Mstep: Class 13 contains 96317 members 
Mstep: Class 14 contains 203483 members 
Mstep: Class 15 contains 10041 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44547 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 37840 members 
Mstep: Class 21 contains 12758 members 
Mstep: Class 22 contains 156864 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 17851 members 
Mstep: Class 27 contains 37435 members 
Mstep: Class 28 contains 214258 members 
Mstep: Class 29 contains 63870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052896.000000 Penalty: 101497.804688
Iteration 322Q: 30 clusters Score -1.560529e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 177543 members 
Mstep: Class 3 contains 46680 members 
Mstep: Class 4 contains 13843 members 
Mstep: Class 5 contains 7057 members 
Mstep: Class 6 contains 9332 members 
Mstep: Class 7 contains 28671 members 
Mstep: Class 8 contains 6211 members 
Mstep: Class 9 contains 39253 members 
Mstep: Class 10 contains 13553 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 12 contains 61689 members 
Mstep: Class 13 contains 96307 members 
Mstep: Class 14 contains 203495 members 
Mstep: Class 15 contains 10042 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44569 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11423 members 
Mstep: Class 20 contains 37850 members 
Mstep: Class 21 contains 12755 members 
Mstep: Class 22 contains 156851 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 17851 members 
Mstep: Class 27 contains 37439 members 
Mstep: Class 28 contains 214236 members 
Mstep: Class 29 contains 63869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052976.000000 Penalty: 101497.804688
Iteration 323Q: 30 clusters Score -1.56053e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 177538 members 
Mstep: Class 3 contains 46661 members 
Mstep: Class 4 contains 13844 members 
Mstep: Class 5 contains 7057 members 
Mstep: Class 6 contains 9337 members 
Mstep: Class 7 contains 28667 members 
Mstep: Class 8 contains 6214 members 
Mstep: Class 9 contains 39252 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 9071 members 
Mstep: Class 12 contains 61689 members 
Mstep: Class 13 contains 96301 members 
Mstep: Class 14 contains 203509 members 
Mstep: Class 15 contains 10042 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44589 members 
Mstep: Class 18 contains 5190 members 
Mstep: Class 19 contains 11423 members 
Mstep: Class 20 contains 37855 members 
Mstep: Class 21 contains 12760 members 
Mstep: Class 22 contains 156844 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 17852 members 
Mstep: Class 27 contains 37441 members 
Mstep: Class 28 contains 214224 members 
Mstep: Class 29 contains 63869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052976.000000 Penalty: 101497.804688
Iteration 324Q: 30 clusters Score -1.56053e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 177541 members 
Mstep: Class 3 contains 46648 members 
Mstep: Class 4 contains 13844 members 
Mstep: Class 5 contains 7064 members 
Mstep: Class 6 contains 9343 members 
Mstep: Class 7 contains 28664 members 
Mstep: Class 8 contains 6210 members 
Mstep: Class 9 contains 39255 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 9071 members 
Mstep: Class 12 contains 61686 members 
Mstep: Class 13 contains 96299 members 
Mstep: Class 14 contains 203516 members 
Mstep: Class 15 contains 10042 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44606 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11423 members 
Mstep: Class 20 contains 37857 members 
Mstep: Class 21 contains 12763 members 
Mstep: Class 22 contains 156834 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3045 members 
Mstep: Class 26 contains 17851 members 
Mstep: Class 27 contains 37447 members 
Mstep: Class 28 contains 214207 members 
Mstep: Class 29 contains 63868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053008.000000 Penalty: 101497.804688
Iteration 325Q: 30 clusters Score -1.56053e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 177544 members 
Mstep: Class 3 contains 46637 members 
Mstep: Class 4 contains 13846 members 
Mstep: Class 5 contains 7067 members 
Mstep: Class 6 contains 9346 members 
Mstep: Class 7 contains 28663 members 
Mstep: Class 8 contains 6212 members 
Mstep: Class 9 contains 39258 members 
Mstep: Class 10 contains 13556 members 
Mstep: Class 11 contains 9071 members 
Mstep: Class 12 contains 61687 members 
Mstep: Class 13 contains 96294 members 
Mstep: Class 14 contains 203515 members 
Mstep: Class 15 contains 10041 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44631 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11420 members 
Mstep: Class 20 contains 37866 members 
Mstep: Class 21 contains 12764 members 
Mstep: Class 22 contains 156822 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3044 members 
Mstep: Class 26 contains 17852 members 
Mstep: Class 27 contains 37448 members 
Mstep: Class 28 contains 214187 members 
Mstep: Class 29 contains 63867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052960.000000 Penalty: 101497.804688
Iteration 326Q: 30 clusters Score -1.56053e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 177544 members 
Mstep: Class 3 contains 46628 members 
Mstep: Class 4 contains 13846 members 
Mstep: Class 5 contains 7068 members 
Mstep: Class 6 contains 9346 members 
Mstep: Class 7 contains 28663 members 
Mstep: Class 8 contains 6219 members 
Mstep: Class 9 contains 39261 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 9071 members 
Mstep: Class 12 contains 61688 members 
Mstep: Class 13 contains 96291 members 
Mstep: Class 14 contains 203504 members 
Mstep: Class 15 contains 10040 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44659 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11419 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 12765 members 
Mstep: Class 22 contains 156805 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3043 members 
Mstep: Class 26 contains 17852 members 
Mstep: Class 27 contains 37452 members 
Mstep: Class 28 contains 214170 members 
Mstep: Class 29 contains 63868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052912.000000 Penalty: 101497.804688
Iteration 327Q: 30 clusters Score -1.560529e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 177534 members 
Mstep: Class 3 contains 46621 members 
Mstep: Class 4 contains 13843 members 
Mstep: Class 5 contains 7050 members 
Mstep: Class 6 contains 9347 members 
Mstep: Class 7 contains 28664 members 
Mstep: Class 8 contains 6222 members 
Mstep: Class 9 contains 39264 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 9071 members 
Mstep: Class 12 contains 61688 members 
Mstep: Class 13 contains 96291 members 
Mstep: Class 14 contains 203501 members 
Mstep: Class 15 contains 10039 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44692 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11418 members 
Mstep: Class 20 contains 37901 members 
Mstep: Class 21 contains 12771 members 
Mstep: Class 22 contains 156796 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3044 members 
Mstep: Class 26 contains 17851 members 
Mstep: Class 27 contains 37453 members 
Mstep: Class 28 contains 214156 members 
Mstep: Class 29 contains 63865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052896.000000 Penalty: 101497.804688
Iteration 328Q: 30 clusters Score -1.560529e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 177542 members 
Mstep: Class 3 contains 46605 members 
Mstep: Class 4 contains 13845 members 
Mstep: Class 5 contains 7042 members 
Mstep: Class 6 contains 9350 members 
Mstep: Class 7 contains 28664 members 
Mstep: Class 8 contains 6223 members 
Mstep: Class 9 contains 39268 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 9071 members 
Mstep: Class 12 contains 61691 members 
Mstep: Class 13 contains 96290 members 
Mstep: Class 14 contains 203492 members 
Mstep: Class 15 contains 10038 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44728 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 37918 members 
Mstep: Class 21 contains 12774 members 
Mstep: Class 22 contains 156781 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3042 members 
Mstep: Class 26 contains 17848 members 
Mstep: Class 27 contains 37450 members 
Mstep: Class 28 contains 214137 members 
Mstep: Class 29 contains 63865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053008.000000 Penalty: 101497.804688
Iteration 329Q: 30 clusters Score -1.56053e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 177542 members 
Mstep: Class 3 contains 46590 members 
Mstep: Class 4 contains 13845 members 
Mstep: Class 5 contains 7033 members 
Mstep: Class 6 contains 9348 members 
Mstep: Class 7 contains 28661 members 
Mstep: Class 8 contains 6222 members 
Mstep: Class 9 contains 39272 members 
Mstep: Class 10 contains 13550 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 12 contains 61693 members 
Mstep: Class 13 contains 96290 members 
Mstep: Class 14 contains 203500 members 
Mstep: Class 15 contains 10036 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44759 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 37932 members 
Mstep: Class 21 contains 12784 members 
Mstep: Class 22 contains 156768 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 17849 members 
Mstep: Class 27 contains 37453 members 
Mstep: Class 28 contains 214116 members 
Mstep: Class 29 contains 63864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052960.000000 Penalty: 101497.804688
Iteration 330Q: 30 clusters Score -1.56053e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 177535 members 
Mstep: Class 3 contains 46583 members 
Mstep: Class 4 contains 13846 members 
Mstep: Class 5 contains 7020 members 
Mstep: Class 6 contains 9352 members 
Mstep: Class 7 contains 28657 members 
Mstep: Class 8 contains 6222 members 
Mstep: Class 9 contains 39272 members 
Mstep: Class 10 contains 13550 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 12 contains 61696 members 
Mstep: Class 13 contains 96291 members 
Mstep: Class 14 contains 203495 members 
Mstep: Class 15 contains 10033 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44787 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 12796 members 
Mstep: Class 22 contains 156762 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3037 members 
Mstep: Class 26 contains 17849 members 
Mstep: Class 27 contains 37452 members 
Mstep: Class 28 contains 214104 members 
Mstep: Class 29 contains 63861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053072.000000 Penalty: 101497.804688
Iteration 331Q: 30 clusters Score -1.560531e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 177526 members 
Mstep: Class 3 contains 46574 members 
Mstep: Class 4 contains 13845 members 
Mstep: Class 5 contains 6993 members 
Mstep: Class 6 contains 9354 members 
Mstep: Class 7 contains 28655 members 
Mstep: Class 8 contains 6227 members 
Mstep: Class 9 contains 39272 members 
Mstep: Class 10 contains 13551 members 
Mstep: Class 11 contains 9073 members 
Mstep: Class 12 contains 61690 members 
Mstep: Class 13 contains 96292 members 
Mstep: Class 14 contains 203500 members 
Mstep: Class 15 contains 10032 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44815 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 37961 members 
Mstep: Class 21 contains 12813 members 
Mstep: Class 22 contains 156747 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 17846 members 
Mstep: Class 27 contains 37456 members 
Mstep: Class 28 contains 214094 members 
Mstep: Class 29 contains 63863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052976.000000 Penalty: 101497.804688
Iteration 332Q: 30 clusters Score -1.56053e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 177525 members 
Mstep: Class 3 contains 46554 members 
Mstep: Class 4 contains 13844 members 
Mstep: Class 5 contains 6960 members 
Mstep: Class 6 contains 9367 members 
Mstep: Class 7 contains 28650 members 
Mstep: Class 8 contains 6234 members 
Mstep: Class 9 contains 39273 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 9073 members 
Mstep: Class 12 contains 61694 members 
Mstep: Class 13 contains 96295 members 
Mstep: Class 14 contains 203494 members 
Mstep: Class 15 contains 10032 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44841 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 37975 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 156743 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 17844 members 
Mstep: Class 27 contains 37460 members 
Mstep: Class 28 contains 214080 members 
Mstep: Class 29 contains 63859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052864.000000 Penalty: 101497.804688
Iteration 333Q: 30 clusters Score -1.560529e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 177525 members 
Mstep: Class 3 contains 46539 members 
Mstep: Class 4 contains 13844 members 
Mstep: Class 5 contains 6923 members 
Mstep: Class 6 contains 9370 members 
Mstep: Class 7 contains 28650 members 
Mstep: Class 8 contains 6244 members 
Mstep: Class 9 contains 39273 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 9073 members 
Mstep: Class 12 contains 61697 members 
Mstep: Class 13 contains 96292 members 
Mstep: Class 14 contains 203500 members 
Mstep: Class 15 contains 10031 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44861 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 37992 members 
Mstep: Class 21 contains 12847 members 
Mstep: Class 22 contains 156733 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 17845 members 
Mstep: Class 27 contains 37462 members 
Mstep: Class 28 contains 214070 members 
Mstep: Class 29 contains 63859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053216.000000 Penalty: 101497.804688
Iteration 334Q: 30 clusters Score -1.560532e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 177528 members 
Mstep: Class 3 contains 46514 members 
Mstep: Class 4 contains 13839 members 
Mstep: Class 5 contains 6877 members 
Mstep: Class 6 contains 9376 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 6242 members 
Mstep: Class 9 contains 39271 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 12 contains 61698 members 
Mstep: Class 13 contains 96293 members 
Mstep: Class 14 contains 203524 members 
Mstep: Class 15 contains 10031 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44881 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 38028 members 
Mstep: Class 21 contains 12863 members 
Mstep: Class 22 contains 156726 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 17844 members 
Mstep: Class 27 contains 37465 members 
Mstep: Class 28 contains 214060 members 
Mstep: Class 29 contains 63853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053200.000000 Penalty: 101497.804688
Iteration 335Q: 30 clusters Score -1.560532e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 177532 members 
Mstep: Class 3 contains 46472 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 6833 members 
Mstep: Class 6 contains 9376 members 
Mstep: Class 7 contains 28650 members 
Mstep: Class 8 contains 6242 members 
Mstep: Class 9 contains 39265 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 12 contains 61691 members 
Mstep: Class 13 contains 96291 members 
Mstep: Class 14 contains 203549 members 
Mstep: Class 15 contains 10030 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44896 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 38054 members 
Mstep: Class 21 contains 12880 members 
Mstep: Class 22 contains 156739 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 17844 members 
Mstep: Class 27 contains 37467 members 
Mstep: Class 28 contains 214055 members 
Mstep: Class 29 contains 63856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053168.000000 Penalty: 101497.804688
Iteration 336Q: 30 clusters Score -1.560532e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 177530 members 
Mstep: Class 3 contains 46433 members 
Mstep: Class 4 contains 13835 members 
Mstep: Class 5 contains 6810 members 
Mstep: Class 6 contains 9370 members 
Mstep: Class 7 contains 28651 members 
Mstep: Class 8 contains 6244 members 
Mstep: Class 9 contains 39266 members 
Mstep: Class 10 contains 13547 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 12 contains 61687 members 
Mstep: Class 13 contains 96288 members 
Mstep: Class 14 contains 203554 members 
Mstep: Class 15 contains 10030 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44910 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 38089 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 156754 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 17849 members 
Mstep: Class 27 contains 37470 members 
Mstep: Class 28 contains 214042 members 
Mstep: Class 29 contains 63855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053200.000000 Penalty: 101497.804688
Iteration 337Q: 30 clusters Score -1.560532e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 177524 members 
Mstep: Class 3 contains 46371 members 
Mstep: Class 4 contains 13829 members 
Mstep: Class 5 contains 6803 members 
Mstep: Class 6 contains 9365 members 
Mstep: Class 7 contains 28652 members 
Mstep: Class 8 contains 6247 members 
Mstep: Class 9 contains 39270 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 12 contains 61684 members 
Mstep: Class 13 contains 96286 members 
Mstep: Class 14 contains 203559 members 
Mstep: Class 15 contains 10029 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 44924 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 38123 members 
Mstep: Class 21 contains 12923 members 
Mstep: Class 22 contains 156777 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 17843 members 
Mstep: Class 27 contains 37469 members 
Mstep: Class 28 contains 214027 members 
Mstep: Class 29 contains 63855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053264.000000 Penalty: 101497.804688
Iteration 338Q: 30 clusters Score -1.560533e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 177526 members 
Mstep: Class 3 contains 46296 members 
Mstep: Class 4 contains 13831 members 
Mstep: Class 5 contains 6810 members 
Mstep: Class 6 contains 9356 members 
Mstep: Class 7 contains 28654 members 
Mstep: Class 8 contains 6245 members 
Mstep: Class 9 contains 39276 members 
Mstep: Class 10 contains 13548 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 12 contains 61681 members 
Mstep: Class 13 contains 96288 members 
Mstep: Class 14 contains 203580 members 
Mstep: Class 15 contains 10028 members 
Mstep: Class 16 contains 4690 members 
Mstep: Class 17 contains 44934 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 38154 members 
Mstep: Class 21 contains 12946 members 
Mstep: Class 22 contains 156773 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3044 members 
Mstep: Class 26 contains 17841 members 
Mstep: Class 27 contains 37469 members 
Mstep: Class 28 contains 214010 members 
Mstep: Class 29 contains 63856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053360.000000 Penalty: 101497.804688
Iteration 339Q: 30 clusters Score -1.560534e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 177530 members 
Mstep: Class 3 contains 46221 members 
Mstep: Class 4 contains 13831 members 
Mstep: Class 5 contains 6842 members 
Mstep: Class 6 contains 9343 members 
Mstep: Class 7 contains 28652 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 39283 members 
Mstep: Class 10 contains 13544 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 12 contains 61685 members 
Mstep: Class 13 contains 96287 members 
Mstep: Class 14 contains 203589 members 
Mstep: Class 15 contains 10026 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 44948 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 38178 members 
Mstep: Class 21 contains 12955 members 
Mstep: Class 22 contains 156769 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 17842 members 
Mstep: Class 27 contains 37471 members 
Mstep: Class 28 contains 214000 members 
Mstep: Class 29 contains 63858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053376.000000 Penalty: 101497.804688
Iteration 340F: 30 clusters Score -1.560534e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 177536 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 13839 members 
Mstep: Class 5 contains 6894 members 
Mstep: Class 6 contains 9328 members 
Mstep: Class 7 contains 28653 members 
Mstep: Class 8 contains 6243 members 
Mstep: Class 9 contains 39291 members 
Mstep: Class 10 contains 13544 members 
Mstep: Class 11 contains 9073 members 
Mstep: Class 12 contains 61692 members 
Mstep: Class 13 contains 96287 members 
Mstep: Class 14 contains 203589 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 44970 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 38203 members 
Mstep: Class 21 contains 12968 members 
Mstep: Class 22 contains 156761 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3052 members 
Mstep: Class 26 contains 17842 members 
Mstep: Class 27 contains 37475 members 
Mstep: Class 28 contains 213986 members 
Mstep: Class 29 contains 63857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053632.000000 Penalty: 101497.804688
Iteration 341Q: 30 clusters Score -1.560536e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 177553 members 
Mstep: Class 3 contains 46007 members 
Mstep: Class 4 contains 13841 members 
Mstep: Class 5 contains 6947 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 28653 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 39300 members 
Mstep: Class 10 contains 13540 members 
Mstep: Class 11 contains 9074 members 
Mstep: Class 12 contains 61696 members 
Mstep: Class 13 contains 96286 members 
Mstep: Class 14 contains 203602 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 44991 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11411 members 
Mstep: Class 20 contains 38224 members 
Mstep: Class 21 contains 12981 members 
Mstep: Class 22 contains 156745 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 17841 members 
Mstep: Class 27 contains 37477 members 
Mstep: Class 28 contains 213953 members 
Mstep: Class 29 contains 63858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053472.000000 Penalty: 101497.804688
Iteration 342Q: 30 clusters Score -1.560535e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 177558 members 
Mstep: Class 3 contains 45911 members 
Mstep: Class 4 contains 13843 members 
Mstep: Class 5 contains 7036 members 
Mstep: Class 6 contains 9306 members 
Mstep: Class 7 contains 28649 members 
Mstep: Class 8 contains 6248 members 
Mstep: Class 9 contains 39307 members 
Mstep: Class 10 contains 13539 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61696 members 
Mstep: Class 13 contains 96287 members 
Mstep: Class 14 contains 203590 members 
Mstep: Class 15 contains 10014 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 45012 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11411 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 12995 members 
Mstep: Class 22 contains 156741 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3071 members 
Mstep: Class 26 contains 17843 members 
Mstep: Class 27 contains 37478 members 
Mstep: Class 28 contains 213933 members 
Mstep: Class 29 contains 63857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053456.000000 Penalty: 101497.804688
Iteration 343Q: 30 clusters Score -1.560535e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 177569 members 
Mstep: Class 3 contains 45812 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 7117 members 
Mstep: Class 6 contains 9291 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 6250 members 
Mstep: Class 9 contains 39306 members 
Mstep: Class 10 contains 13539 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 61697 members 
Mstep: Class 13 contains 96289 members 
Mstep: Class 14 contains 203589 members 
Mstep: Class 15 contains 10010 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 45033 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11409 members 
Mstep: Class 20 contains 38252 members 
Mstep: Class 21 contains 13009 members 
Mstep: Class 22 contains 156738 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3076 members 
Mstep: Class 26 contains 17840 members 
Mstep: Class 27 contains 37479 members 
Mstep: Class 28 contains 213905 members 
Mstep: Class 29 contains 63859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053504.000000 Penalty: 101497.804688
Iteration 344Q: 30 clusters Score -1.560535e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 177566 members 
Mstep: Class 3 contains 45736 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 7195 members 
Mstep: Class 6 contains 9285 members 
Mstep: Class 7 contains 28646 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 39303 members 
Mstep: Class 10 contains 13537 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61700 members 
Mstep: Class 13 contains 96287 members 
Mstep: Class 14 contains 203586 members 
Mstep: Class 15 contains 10006 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 45052 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11409 members 
Mstep: Class 20 contains 38259 members 
Mstep: Class 21 contains 13016 members 
Mstep: Class 22 contains 156744 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3079 members 
Mstep: Class 26 contains 17840 members 
Mstep: Class 27 contains 37481 members 
Mstep: Class 28 contains 213876 members 
Mstep: Class 29 contains 63864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053392.000000 Penalty: 101497.804688
Iteration 345Q: 30 clusters Score -1.560534e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 177575 members 
Mstep: Class 3 contains 45673 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 7259 members 
Mstep: Class 6 contains 9280 members 
Mstep: Class 7 contains 28646 members 
Mstep: Class 8 contains 6258 members 
Mstep: Class 9 contains 39301 members 
Mstep: Class 10 contains 13536 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61702 members 
Mstep: Class 13 contains 96285 members 
Mstep: Class 14 contains 203577 members 
Mstep: Class 15 contains 10005 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 45066 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11410 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13025 members 
Mstep: Class 22 contains 156741 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3089 members 
Mstep: Class 26 contains 17839 members 
Mstep: Class 27 contains 37483 members 
Mstep: Class 28 contains 213849 members 
Mstep: Class 29 contains 63866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053456.000000 Penalty: 101497.804688
Iteration 346Q: 30 clusters Score -1.560535e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 177581 members 
Mstep: Class 3 contains 45608 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 9279 members 
Mstep: Class 7 contains 28647 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 39303 members 
Mstep: Class 10 contains 13539 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61700 members 
Mstep: Class 13 contains 96292 members 
Mstep: Class 14 contains 203566 members 
Mstep: Class 15 contains 10002 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 45101 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 38259 members 
Mstep: Class 21 contains 13032 members 
Mstep: Class 22 contains 156736 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3092 members 
Mstep: Class 26 contains 17839 members 
Mstep: Class 27 contains 37486 members 
Mstep: Class 28 contains 213812 members 
Mstep: Class 29 contains 63861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053472.000000 Penalty: 101497.804688
Iteration 347Q: 30 clusters Score -1.560535e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 177582 members 
Mstep: Class 3 contains 45544 members 
Mstep: Class 4 contains 13835 members 
Mstep: Class 5 contains 7377 members 
Mstep: Class 6 contains 9272 members 
Mstep: Class 7 contains 28649 members 
Mstep: Class 8 contains 6250 members 
Mstep: Class 9 contains 39303 members 
Mstep: Class 10 contains 13542 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61695 members 
Mstep: Class 13 contains 96292 members 
Mstep: Class 14 contains 203570 members 
Mstep: Class 15 contains 10000 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 45128 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 38264 members 
Mstep: Class 21 contains 13044 members 
Mstep: Class 22 contains 156729 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3096 members 
Mstep: Class 26 contains 17836 members 
Mstep: Class 27 contains 37488 members 
Mstep: Class 28 contains 213789 members 
Mstep: Class 29 contains 63860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053600.000000 Penalty: 101497.804688
Iteration 348Q: 30 clusters Score -1.560536e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 177589 members 
Mstep: Class 3 contains 45475 members 
Mstep: Class 4 contains 13829 members 
Mstep: Class 5 contains 7435 members 
Mstep: Class 6 contains 9270 members 
Mstep: Class 7 contains 28650 members 
Mstep: Class 8 contains 6248 members 
Mstep: Class 9 contains 39307 members 
Mstep: Class 10 contains 13543 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61688 members 
Mstep: Class 13 contains 96293 members 
Mstep: Class 14 contains 203563 members 
Mstep: Class 15 contains 9999 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 45159 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 38261 members 
Mstep: Class 21 contains 13062 members 
Mstep: Class 22 contains 156731 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3095 members 
Mstep: Class 26 contains 17836 members 
Mstep: Class 27 contains 37485 members 
Mstep: Class 28 contains 213769 members 
Mstep: Class 29 contains 63857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053776.000000 Penalty: 101497.804688
Iteration 349Q: 30 clusters Score -1.560538e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 177587 members 
Mstep: Class 3 contains 45426 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 7484 members 
Mstep: Class 6 contains 9268 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 6249 members 
Mstep: Class 9 contains 39314 members 
Mstep: Class 10 contains 13546 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61687 members 
Mstep: Class 13 contains 96293 members 
Mstep: Class 14 contains 203565 members 
Mstep: Class 15 contains 9998 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 45188 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 38249 members 
Mstep: Class 21 contains 13076 members 
Mstep: Class 22 contains 156726 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3092 members 
Mstep: Class 26 contains 17830 members 
Mstep: Class 27 contains 37484 members 
Mstep: Class 28 contains 213755 members 
Mstep: Class 29 contains 63854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053744.000000 Penalty: 101497.804688
Iteration 350Q: 30 clusters Score -1.560537e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 177584 members 
Mstep: Class 3 contains 45379 members 
Mstep: Class 4 contains 13820 members 
Mstep: Class 5 contains 7526 members 
Mstep: Class 6 contains 9265 members 
Mstep: Class 7 contains 28649 members 
Mstep: Class 8 contains 6249 members 
Mstep: Class 9 contains 39323 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 61684 members 
Mstep: Class 13 contains 96297 members 
Mstep: Class 14 contains 203562 members 
Mstep: Class 15 contains 9999 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 45210 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 38240 members 
Mstep: Class 21 contains 13085 members 
Mstep: Class 22 contains 156719 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3088 members 
Mstep: Class 26 contains 17823 members 
Mstep: Class 27 contains 37487 members 
Mstep: Class 28 contains 213743 members 
Mstep: Class 29 contains 63858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053504.000000 Penalty: 101497.804688
Iteration 351Q: 30 clusters Score -1.560535e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 177571 members 
Mstep: Class 3 contains 45348 members 
Mstep: Class 4 contains 13820 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 9264 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 6253 members 
Mstep: Class 9 contains 39325 members 
Mstep: Class 10 contains 13552 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 61688 members 
Mstep: Class 13 contains 96298 members 
Mstep: Class 14 contains 203561 members 
Mstep: Class 15 contains 10001 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 45226 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11407 members 
Mstep: Class 20 contains 38230 members 
Mstep: Class 21 contains 13087 members 
Mstep: Class 22 contains 156716 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3085 members 
Mstep: Class 26 contains 17819 members 
Mstep: Class 27 contains 37489 members 
Mstep: Class 28 contains 213735 members 
Mstep: Class 29 contains 63861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053456.000000 Penalty: 101497.804688
Iteration 352Q: 30 clusters Score -1.560535e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 177568 members 
Mstep: Class 3 contains 45320 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 7586 members 
Mstep: Class 6 contains 9262 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 39326 members 
Mstep: Class 10 contains 13548 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 61689 members 
Mstep: Class 13 contains 96297 members 
Mstep: Class 14 contains 203558 members 
Mstep: Class 15 contains 10001 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 45251 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38226 members 
Mstep: Class 21 contains 13103 members 
Mstep: Class 22 contains 156712 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3078 members 
Mstep: Class 26 contains 17819 members 
Mstep: Class 27 contains 37491 members 
Mstep: Class 28 contains 213719 members 
Mstep: Class 29 contains 63858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053488.000000 Penalty: 101497.804688
Iteration 353Q: 30 clusters Score -1.560535e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 177564 members 
Mstep: Class 3 contains 45292 members 
Mstep: Class 4 contains 13814 members 
Mstep: Class 5 contains 7614 members 
Mstep: Class 6 contains 9258 members 
Mstep: Class 7 contains 28647 members 
Mstep: Class 8 contains 6257 members 
Mstep: Class 9 contains 39330 members 
Mstep: Class 10 contains 13548 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 61686 members 
Mstep: Class 13 contains 96298 members 
Mstep: Class 14 contains 203557 members 
Mstep: Class 15 contains 10004 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 45271 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 38227 members 
Mstep: Class 21 contains 13112 members 
Mstep: Class 22 contains 156700 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3075 members 
Mstep: Class 26 contains 17817 members 
Mstep: Class 27 contains 37492 members 
Mstep: Class 28 contains 213709 members 
Mstep: Class 29 contains 63860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053584.000000 Penalty: 101497.804688
Iteration 354Q: 30 clusters Score -1.560536e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 177562 members 
Mstep: Class 3 contains 45270 members 
Mstep: Class 4 contains 13808 members 
Mstep: Class 5 contains 7639 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28647 members 
Mstep: Class 8 contains 6268 members 
Mstep: Class 9 contains 39335 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 9074 members 
Mstep: Class 12 contains 61683 members 
Mstep: Class 13 contains 96298 members 
Mstep: Class 14 contains 203553 members 
Mstep: Class 15 contains 10003 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 45290 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 38224 members 
Mstep: Class 21 contains 13114 members 
Mstep: Class 22 contains 156687 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3074 members 
Mstep: Class 26 contains 17813 members 
Mstep: Class 27 contains 37497 members 
Mstep: Class 28 contains 213703 members 
Mstep: Class 29 contains 63862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053632.000000 Penalty: 101497.804688
Iteration 355Q: 30 clusters Score -1.560536e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 177560 members 
Mstep: Class 3 contains 45226 members 
Mstep: Class 4 contains 13805 members 
Mstep: Class 5 contains 7678 members 
Mstep: Class 6 contains 9249 members 
Mstep: Class 7 contains 28647 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 39338 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61682 members 
Mstep: Class 13 contains 96298 members 
Mstep: Class 14 contains 203553 members 
Mstep: Class 15 contains 10001 members 
Mstep: Class 16 contains 4693 members 
Mstep: Class 17 contains 45306 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38223 members 
Mstep: Class 21 contains 13125 members 
Mstep: Class 22 contains 156683 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3073 members 
Mstep: Class 26 contains 17810 members 
Mstep: Class 27 contains 37500 members 
Mstep: Class 28 contains 213686 members 
Mstep: Class 29 contains 63862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053600.000000 Penalty: 101497.804688
Iteration 356Q: 30 clusters Score -1.560536e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 177555 members 
Mstep: Class 3 contains 45202 members 
Mstep: Class 4 contains 13797 members 
Mstep: Class 5 contains 7713 members 
Mstep: Class 6 contains 9248 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 39343 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61680 members 
Mstep: Class 13 contains 96299 members 
Mstep: Class 14 contains 203543 members 
Mstep: Class 15 contains 10001 members 
Mstep: Class 16 contains 4693 members 
Mstep: Class 17 contains 45324 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11406 members 
Mstep: Class 20 contains 38229 members 
Mstep: Class 21 contains 13131 members 
Mstep: Class 22 contains 156681 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3072 members 
Mstep: Class 26 contains 17811 members 
Mstep: Class 27 contains 37498 members 
Mstep: Class 28 contains 213665 members 
Mstep: Class 29 contains 63862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053520.000000 Penalty: 101497.804688
Iteration 357Q: 30 clusters Score -1.560535e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177552 members 
Mstep: Class 3 contains 45172 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 7751 members 
Mstep: Class 6 contains 9246 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 6272 members 
Mstep: Class 9 contains 39346 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61676 members 
Mstep: Class 13 contains 96297 members 
Mstep: Class 14 contains 203541 members 
Mstep: Class 15 contains 10002 members 
Mstep: Class 16 contains 4694 members 
Mstep: Class 17 contains 45339 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11406 members 
Mstep: Class 20 contains 38232 members 
Mstep: Class 21 contains 13131 members 
Mstep: Class 22 contains 156677 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3069 members 
Mstep: Class 26 contains 17811 members 
Mstep: Class 27 contains 37499 members 
Mstep: Class 28 contains 213652 members 
Mstep: Class 29 contains 63862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053616.000000 Penalty: 101497.804688
Iteration 358Q: 30 clusters Score -1.560536e+08 nChanged 122
Entering ConstructFrom: 
Score: -156053616.000000 Penalty: 101497.804688
Entering ConstructFrom: 
Trying to split cluster 1 (8353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Entering Unmasked Estep 
Score: -984582.625000 Penalty: 2239.533447
	Iteration 0F: 2 clusters Score -984582.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -977977.937500 Penalty: 4479.066895
	Iteration 0F: 3 clusters Score -977977.9 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -979835.062500 Penalty: 4479.066895
	Iteration 1F: 3 clusters Score -979835.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -980175.187500 Penalty: 4479.066895
	Iteration 2F: 3 clusters Score -980175.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -980412.937500 Penalty: 4479.066895
	Iteration 3F: 3 clusters Score -980412.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -980630.562500 Penalty: 4479.066895
	Iteration 4Q: 3 clusters Score -980630.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -980813.750000 Penalty: 4479.066895
	Iteration 5Q: 3 clusters Score -980813.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -980957.125000 Penalty: 4479.066895
	Iteration 6Q: 3 clusters Score -980957.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -981062.937500 Penalty: 4479.066895
	Iteration 7Q: 3 clusters Score -981062.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -981156.812500 Penalty: 4479.066895
	Iteration 8Q: 3 clusters Score -981156.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -981261.312500 Penalty: 4479.066895
	Iteration 9Q: 3 clusters Score -981261.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -981361.937500 Penalty: 4479.066895
	Iteration 10Q: 3 clusters Score -981361.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -981463.187500 Penalty: 4479.066895
	Iteration 11Q: 3 clusters Score -981463.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -981556.812500 Penalty: 4479.066895
	Iteration 12Q: 3 clusters Score -981556.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -981639.750000 Penalty: 4479.066895
	Iteration 13Q: 3 clusters Score -981639.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -981733.812500 Penalty: 4479.066895
	Iteration 14Q: 3 clusters Score -981733.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -981837.187500 Penalty: 4479.066895
	Iteration 15Q: 3 clusters Score -981837.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -981953.500000 Penalty: 4479.066895
	Iteration 16Q: 3 clusters Score -981953.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -982069.375000 Penalty: 4479.066895
	Iteration 17Q: 3 clusters Score -982069.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -982196.500000 Penalty: 4479.066895
	Iteration 18Q: 3 clusters Score -982196.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -982301.500000 Penalty: 4479.066895
	Iteration 19Q: 3 clusters Score -982301.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -982388.000000 Penalty: 4479.066895
	Iteration 20F: 3 clusters Score -982388 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -982454.000000 Penalty: 4479.066895
	Iteration 21Q: 3 clusters Score -982454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -982510.625000 Penalty: 4479.066895
	Iteration 22Q: 3 clusters Score -982510.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -982554.625000 Penalty: 4479.066895
	Iteration 23Q: 3 clusters Score -982554.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -982595.187500 Penalty: 4479.066895
	Iteration 24Q: 3 clusters Score -982595.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -982635.187500 Penalty: 4479.066895
	Iteration 25Q: 3 clusters Score -982635.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -982661.250000 Penalty: 4479.066895
	Iteration 26Q: 3 clusters Score -982661.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -982671.312500 Penalty: 4479.066895
	Iteration 27Q: 3 clusters Score -982671.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -982684.000000 Penalty: 4479.066895
	Iteration 28Q: 3 clusters Score -982684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -982690.687500 Penalty: 4479.066895
	Iteration 29Q: 3 clusters Score -982690.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -982700.750000 Penalty: 4479.066895
	Iteration 30Q: 3 clusters Score -982700.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -982710.312500 Penalty: 4479.066895
	Iteration 31Q: 3 clusters Score -982710.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -982720.000000 Penalty: 4479.066895
	Iteration 32Q: 3 clusters Score -982720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -982733.750000 Penalty: 4479.066895
	Iteration 33Q: 3 clusters Score -982733.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -982740.687500 Penalty: 4479.066895
	Iteration 34Q: 3 clusters Score -982740.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -982745.125000 Penalty: 4479.066895
	Iteration 35Q: 3 clusters Score -982745.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -982749.937500 Penalty: 4479.066895
	Iteration 36Q: 3 clusters Score -982749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -982755.062500 Penalty: 4479.066895
	Iteration 37Q: 3 clusters Score -982755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -982756.437500 Penalty: 4479.066895
	Iteration 38Q: 3 clusters Score -982756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -982759.625000 Penalty: 4479.066895
	Iteration 39Q: 3 clusters Score -982759.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -982761.187500 Penalty: 4479.066895
	Iteration 40F: 3 clusters Score -982761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -982763.062500 Penalty: 4479.066895
	Iteration 41Q: 3 clusters Score -982763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -982764.625000 Penalty: 4479.066895
	Iteration 42Q: 3 clusters Score -982764.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -982765.562500 Penalty: 4479.066895
	Iteration 43Q: 3 clusters Score -982765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -982766.625000 Penalty: 4479.066895
	Iteration 44Q: 3 clusters Score -982766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -982767.687500 Penalty: 4479.066895
	Iteration 45Q: 3 clusters Score -982767.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -982767.687500 Penalty: 4479.066895
	Iteration 46F: 3 clusters Score -982767.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (177556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177556 members 
Entering Unmasked Estep 
Score: -21233406.000000 Penalty: 2997.586182
	Iteration 0F: 2 clusters Score -2.123341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 88620 members 
Entering Unmasked Estep 
Score: -21121898.000000 Penalty: 5995.172363
	Iteration 0F: 3 clusters Score -2.11219e+07 nChanged 85220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -21172184.000000 Penalty: 5995.172363
	Iteration 1F: 3 clusters Score -2.117218e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96178 members 
Mstep: Class 2 contains 81378 members 
Entering Unmasked Estep 
Score: -21173784.000000 Penalty: 5995.172363
	Iteration 2Q: 3 clusters Score -2.117378e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100984 members 
Mstep: Class 2 contains 76572 members 
Entering Unmasked Estep 
Score: -21176516.000000 Penalty: 5995.172363
	Iteration 3Q: 3 clusters Score -2.117652e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108052 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -21181000.000000 Penalty: 5995.172363
	Iteration 4F: 3 clusters Score -2.1181e+07 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117805 members 
Mstep: Class 2 contains 59751 members 
Entering Unmasked Estep 
Score: -21188826.000000 Penalty: 5995.172363
	Iteration 5F: 3 clusters Score -2.118883e+07 nChanged 14504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130157 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -21200650.000000 Penalty: 5995.172363
	Iteration 6F: 3 clusters Score -2.120065e+07 nChanged 14732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143213 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -21213470.000000 Penalty: 5995.172363
	Iteration 7F: 3 clusters Score -2.121347e+07 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154080 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -21222958.000000 Penalty: 5995.172363
	Iteration 8F: 3 clusters Score -2.122296e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161853 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -21228060.000000 Penalty: 5995.172363
	Iteration 9Q: 3 clusters Score -2.122806e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166665 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -21230346.000000 Penalty: 5995.172363
	Iteration 10Q: 3 clusters Score -2.123035e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169444 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -21231406.000000 Penalty: 5995.172363
	Iteration 11Q: 3 clusters Score -2.123141e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171133 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -21231834.000000 Penalty: 5995.172363
	Iteration 12Q: 3 clusters Score -2.123183e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172104 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -21231964.000000 Penalty: 5995.172363
	Iteration 13Q: 3 clusters Score -2.123196e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172753 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -21232118.000000 Penalty: 5995.172363
	Iteration 14Q: 3 clusters Score -2.123212e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173218 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -21232190.000000 Penalty: 5995.172363
	Iteration 15Q: 3 clusters Score -2.123219e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173526 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -21232270.000000 Penalty: 5995.172363
	Iteration 16Q: 3 clusters Score -2.123227e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173776 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -21232288.000000 Penalty: 5995.172363
	Iteration 17Q: 3 clusters Score -2.123229e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173964 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -21232300.000000 Penalty: 5995.172363
	Iteration 18Q: 3 clusters Score -2.12323e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174143 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -21232226.000000 Penalty: 5995.172363
	Iteration 19Q: 3 clusters Score -2.123223e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174272 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -21232214.000000 Penalty: 5995.172363
	Iteration 20F: 3 clusters Score -2.123221e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174386 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -21232206.000000 Penalty: 5995.172363
	Iteration 21Q: 3 clusters Score -2.123221e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174497 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -21232212.000000 Penalty: 5995.172363
	Iteration 22Q: 3 clusters Score -2.123221e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174589 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -21232160.000000 Penalty: 5995.172363
	Iteration 23Q: 3 clusters Score -2.123216e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174683 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -21232156.000000 Penalty: 5995.172363
	Iteration 24Q: 3 clusters Score -2.123216e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174757 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -21232108.000000 Penalty: 5995.172363
	Iteration 25Q: 3 clusters Score -2.123211e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174812 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -21232096.000000 Penalty: 5995.172363
	Iteration 26Q: 3 clusters Score -2.12321e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174853 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -21232076.000000 Penalty: 5995.172363
	Iteration 27Q: 3 clusters Score -2.123208e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174880 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -21232086.000000 Penalty: 5995.172363
	Iteration 28Q: 3 clusters Score -2.123209e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174911 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -21232096.000000 Penalty: 5995.172363
	Iteration 29Q: 3 clusters Score -2.12321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174931 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -21232078.000000 Penalty: 5995.172363
	Iteration 30Q: 3 clusters Score -2.123208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174953 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -21232054.000000 Penalty: 5995.172363
	Iteration 31Q: 3 clusters Score -2.123205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174969 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -21232080.000000 Penalty: 5995.172363
	Iteration 32Q: 3 clusters Score -2.123208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174985 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21232092.000000 Penalty: 5995.172363
	Iteration 33Q: 3 clusters Score -2.123209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175006 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -21232056.000000 Penalty: 5995.172363
	Iteration 34Q: 3 clusters Score -2.123206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175019 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -21232072.000000 Penalty: 5995.172363
	Iteration 35Q: 3 clusters Score -2.123207e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175034 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -21232058.000000 Penalty: 5995.172363
	Iteration 36Q: 3 clusters Score -2.123206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175051 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -21232052.000000 Penalty: 5995.172363
	Iteration 37Q: 3 clusters Score -2.123205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175066 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -21232042.000000 Penalty: 5995.172363
	Iteration 38Q: 3 clusters Score -2.123204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175076 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -21232028.000000 Penalty: 5995.172363
	Iteration 39Q: 3 clusters Score -2.123203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175085 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -21232022.000000 Penalty: 5995.172363
	Iteration 40F: 3 clusters Score -2.123202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175096 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -21232048.000000 Penalty: 5995.172363
	Iteration 41Q: 3 clusters Score -2.123205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175105 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -21232036.000000 Penalty: 5995.172363
	Iteration 42Q: 3 clusters Score -2.123204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175115 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -21232062.000000 Penalty: 5995.172363
	Iteration 43Q: 3 clusters Score -2.123206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175118 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -21232058.000000 Penalty: 5995.172363
	Iteration 44Q: 3 clusters Score -2.123206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175120 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -21232058.000000 Penalty: 5995.172363
	Iteration 45Q: 3 clusters Score -2.123206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175129 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -21232054.000000 Penalty: 5995.172363
	Iteration 46Q: 3 clusters Score -2.123205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175133 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -21232048.000000 Penalty: 5995.172363
	Iteration 47Q: 3 clusters Score -2.123205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175137 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -21232052.000000 Penalty: 5995.172363
	Iteration 48Q: 3 clusters Score -2.123205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175140 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -21232056.000000 Penalty: 5995.172363
	Iteration 49Q: 3 clusters Score -2.123206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175143 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -21232060.000000 Penalty: 5995.172363
	Iteration 50Q: 3 clusters Score -2.123206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175144 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -21232046.000000 Penalty: 5995.172363
	Iteration 51Q: 3 clusters Score -2.123205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175144 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -21232046.000000 Penalty: 5995.172363
	Iteration 52F: 3 clusters Score -2.123205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Entering Unmasked Estep 
Score: -5369139.500000 Penalty: 2657.929443
	Iteration 0F: 2 clusters Score -5369140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -5338604.500000 Penalty: 5315.858887
	Iteration 0F: 3 clusters Score -5338604 nChanged 20781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -5350159.000000 Penalty: 5315.858887
	Iteration 1F: 3 clusters Score -5350159 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5350702.000000 Penalty: 5315.858887
	Iteration 2Q: 3 clusters Score -5350702 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -5351238.500000 Penalty: 5315.858887
	Iteration 3Q: 3 clusters Score -5351238 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -5351875.000000 Penalty: 5315.858887
	Iteration 4Q: 3 clusters Score -5351875 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -5352574.000000 Penalty: 5315.858887
	Iteration 5Q: 3 clusters Score -5352574 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -5353429.500000 Penalty: 5315.858887
	Iteration 6Q: 3 clusters Score -5353430 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -5354534.000000 Penalty: 5315.858887
	Iteration 7Q: 3 clusters Score -5354534 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -5356030.500000 Penalty: 5315.858887
	Iteration 8F: 3 clusters Score -5356030 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -5357873.500000 Penalty: 5315.858887
	Iteration 9F: 3 clusters Score -5357874 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -5360049.000000 Penalty: 5315.858887
	Iteration 10F: 3 clusters Score -5360049 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -5361792.000000 Penalty: 5315.858887
	Iteration 11F: 3 clusters Score -5361792 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -5363227.000000 Penalty: 5315.858887
	Iteration 12Q: 3 clusters Score -5363227 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -5364270.000000 Penalty: 5315.858887
	Iteration 13Q: 3 clusters Score -5364270 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -5364899.000000 Penalty: 5315.858887
	Iteration 14Q: 3 clusters Score -5364899 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -5365325.500000 Penalty: 5315.858887
	Iteration 15Q: 3 clusters Score -5365326 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -5365652.000000 Penalty: 5315.858887
	Iteration 16Q: 3 clusters Score -5365652 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5365873.000000 Penalty: 5315.858887
	Iteration 17Q: 3 clusters Score -5365873 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5366040.000000 Penalty: 5315.858887
	Iteration 18Q: 3 clusters Score -5366040 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5366172.000000 Penalty: 5315.858887
	Iteration 19Q: 3 clusters Score -5366172 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -5366266.500000 Penalty: 5315.858887
	Iteration 20F: 3 clusters Score -5366266 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5366345.000000 Penalty: 5315.858887
	Iteration 21Q: 3 clusters Score -5366345 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5366406.500000 Penalty: 5315.858887
	Iteration 22Q: 3 clusters Score -5366406 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5366441.500000 Penalty: 5315.858887
	Iteration 23Q: 3 clusters Score -5366442 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5366497.000000 Penalty: 5315.858887
	Iteration 24Q: 3 clusters Score -5366497 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5366541.000000 Penalty: 5315.858887
	Iteration 25Q: 3 clusters Score -5366541 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5366581.000000 Penalty: 5315.858887
	Iteration 26Q: 3 clusters Score -5366581 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5366601.500000 Penalty: 5315.858887
	Iteration 27Q: 3 clusters Score -5366602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5366617.000000 Penalty: 5315.858887
	Iteration 28Q: 3 clusters Score -5366617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5366638.000000 Penalty: 5315.858887
	Iteration 29Q: 3 clusters Score -5366638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5366653.000000 Penalty: 5315.858887
	Iteration 30Q: 3 clusters Score -5366653 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5366675.500000 Penalty: 5315.858887
	Iteration 31Q: 3 clusters Score -5366676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5366680.000000 Penalty: 5315.858887
	Iteration 32Q: 3 clusters Score -5366680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5366701.000000 Penalty: 5315.858887
	Iteration 33Q: 3 clusters Score -5366701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5366717.500000 Penalty: 5315.858887
	Iteration 34Q: 3 clusters Score -5366718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5366721.000000 Penalty: 5315.858887
	Iteration 35Q: 3 clusters Score -5366721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5366726.500000 Penalty: 5315.858887
	Iteration 36Q: 3 clusters Score -5366726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5366735.000000 Penalty: 5315.858887
	Iteration 37Q: 3 clusters Score -5366735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5366739.000000 Penalty: 5315.858887
	Iteration 38Q: 3 clusters Score -5366739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5366751.500000 Penalty: 5315.858887
	Iteration 39Q: 3 clusters Score -5366752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5366753.000000 Penalty: 5315.858887
	Iteration 40F: 3 clusters Score -5366753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5366752.000000 Penalty: 5315.858887
	Iteration 41Q: 3 clusters Score -5366752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5366760.500000 Penalty: 5315.858887
	Iteration 42Q: 3 clusters Score -5366760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5366759.000000 Penalty: 5315.858887
	Iteration 43Q: 3 clusters Score -5366759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5366756.500000 Penalty: 5315.858887
	Iteration 44Q: 3 clusters Score -5366756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5366762.500000 Penalty: 5315.858887
	Iteration 45Q: 3 clusters Score -5366762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5366764.500000 Penalty: 5315.858887
	Iteration 46Q: 3 clusters Score -5366764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5366764.500000 Penalty: 5315.858887
	Iteration 47Q: 3 clusters Score -5366764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5366766.000000 Penalty: 5315.858887
	Iteration 48Q: 3 clusters Score -5366766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5366768.000000 Penalty: 5315.858887
	Iteration 49Q: 3 clusters Score -5366768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5366776.000000 Penalty: 5315.858887
	Iteration 50Q: 3 clusters Score -5366776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5366783.500000 Penalty: 5315.858887
	Iteration 51Q: 3 clusters Score -5366784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5366777.000000 Penalty: 5315.858887
	Iteration 52Q: 3 clusters Score -5366777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5366782.500000 Penalty: 5315.858887
	Iteration 53Q: 3 clusters Score -5366782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5366785.500000 Penalty: 5315.858887
	Iteration 54Q: 3 clusters Score -5366786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5366781.000000 Penalty: 5315.858887
	Iteration 55Q: 3 clusters Score -5366781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5366783.500000 Penalty: 5315.858887
	Iteration 56Q: 3 clusters Score -5366784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5366788.000000 Penalty: 5315.858887
	Iteration 57Q: 3 clusters Score -5366788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5366797.000000 Penalty: 5315.858887
	Iteration 58Q: 3 clusters Score -5366797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5366793.500000 Penalty: 5315.858887
	Iteration 59Q: 3 clusters Score -5366794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5366796.500000 Penalty: 5315.858887
	Iteration 60F: 3 clusters Score -5366796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5366798.500000 Penalty: 5315.858887
	Iteration 61Q: 3 clusters Score -5366798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5366800.500000 Penalty: 5315.858887
	Iteration 62Q: 3 clusters Score -5366800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5366794.500000 Penalty: 5315.858887
	Iteration 63Q: 3 clusters Score -5366794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5366794.500000 Penalty: 5315.858887
	Iteration 64F: 3 clusters Score -5366794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Entering Unmasked Estep 
Score: -1617873.750000 Penalty: 2363.825439
	Iteration 0F: 2 clusters Score -1617874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1607746.750000 Penalty: 4727.650879
	Iteration 0F: 3 clusters Score -1607747 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1610838.125000 Penalty: 4727.650879
	Iteration 1F: 3 clusters Score -1610838 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1611145.250000 Penalty: 4727.650879
	Iteration 2F: 3 clusters Score -1611145 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1611380.375000 Penalty: 4727.650879
	Iteration 3Q: 3 clusters Score -1611380 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1611570.500000 Penalty: 4727.650879
	Iteration 4Q: 3 clusters Score -1611570 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1611769.125000 Penalty: 4727.650879
	Iteration 5Q: 3 clusters Score -1611769 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1611983.875000 Penalty: 4727.650879
	Iteration 6Q: 3 clusters Score -1611984 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1612251.250000 Penalty: 4727.650879
	Iteration 7Q: 3 clusters Score -1612251 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1612575.500000 Penalty: 4727.650879
	Iteration 8Q: 3 clusters Score -1612576 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1613017.875000 Penalty: 4727.650879
	Iteration 9Q: 3 clusters Score -1613018 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1613577.750000 Penalty: 4727.650879
	Iteration 10F: 3 clusters Score -1613578 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1614164.250000 Penalty: 4727.650879
	Iteration 11F: 3 clusters Score -1614164 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1614758.125000 Penalty: 4727.650879
	Iteration 12Q: 3 clusters Score -1614758 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1615194.375000 Penalty: 4727.650879
	Iteration 13Q: 3 clusters Score -1615194 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1615472.750000 Penalty: 4727.650879
	Iteration 14Q: 3 clusters Score -1615473 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1615632.250000 Penalty: 4727.650879
	Iteration 15Q: 3 clusters Score -1615632 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1615715.625000 Penalty: 4727.650879
	Iteration 16Q: 3 clusters Score -1615716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1615759.750000 Penalty: 4727.650879
	Iteration 17Q: 3 clusters Score -1615760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1615787.250000 Penalty: 4727.650879
	Iteration 18Q: 3 clusters Score -1615787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1615810.000000 Penalty: 4727.650879
	Iteration 19Q: 3 clusters Score -1615810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1615819.750000 Penalty: 4727.650879
	Iteration 20F: 3 clusters Score -1615820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1615834.125000 Penalty: 4727.650879
	Iteration 21Q: 3 clusters Score -1615834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1615846.750000 Penalty: 4727.650879
	Iteration 22Q: 3 clusters Score -1615847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1615858.125000 Penalty: 4727.650879
	Iteration 23Q: 3 clusters Score -1615858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1615871.125000 Penalty: 4727.650879
	Iteration 24Q: 3 clusters Score -1615871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1615873.875000 Penalty: 4727.650879
	Iteration 25Q: 3 clusters Score -1615874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1615880.500000 Penalty: 4727.650879
	Iteration 26Q: 3 clusters Score -1615880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1615886.000000 Penalty: 4727.650879
	Iteration 27Q: 3 clusters Score -1615886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1615888.875000 Penalty: 4727.650879
	Iteration 28Q: 3 clusters Score -1615889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1615898.125000 Penalty: 4727.650879
	Iteration 29Q: 3 clusters Score -1615898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1615898.750000 Penalty: 4727.650879
	Iteration 30Q: 3 clusters Score -1615899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1615898.750000 Penalty: 4727.650879
	Iteration 31F: 3 clusters Score -1615899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Entering Unmasked Estep 
Score: -903113.125000 Penalty: 2222.386963
	Iteration 0F: 2 clusters Score -903113.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -896884.000000 Penalty: 4444.773926
	Iteration 0F: 3 clusters Score -896884 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -898639.750000 Penalty: 4444.773926
	Iteration 1F: 3 clusters Score -898639.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -898928.562500 Penalty: 4444.773926
	Iteration 2F: 3 clusters Score -898928.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -899125.000000 Penalty: 4444.773926
	Iteration 3F: 3 clusters Score -899125 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -899290.687500 Penalty: 4444.773926
	Iteration 4Q: 3 clusters Score -899290.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -899401.375000 Penalty: 4444.773926
	Iteration 5Q: 3 clusters Score -899401.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -899487.937500 Penalty: 4444.773926
	Iteration 6Q: 3 clusters Score -899487.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -899555.312500 Penalty: 4444.773926
	Iteration 7Q: 3 clusters Score -899555.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -899630.125000 Penalty: 4444.773926
	Iteration 8Q: 3 clusters Score -899630.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -899718.250000 Penalty: 4444.773926
	Iteration 9Q: 3 clusters Score -899718.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -899796.312500 Penalty: 4444.773926
	Iteration 10Q: 3 clusters Score -899796.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -899852.812500 Penalty: 4444.773926
	Iteration 11Q: 3 clusters Score -899852.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -899913.687500 Penalty: 4444.773926
	Iteration 12Q: 3 clusters Score -899913.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -899983.625000 Penalty: 4444.773926
	Iteration 13Q: 3 clusters Score -899983.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -900041.500000 Penalty: 4444.773926
	Iteration 14Q: 3 clusters Score -900041.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -900091.125000 Penalty: 4444.773926
	Iteration 15Q: 3 clusters Score -900091.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -900144.687500 Penalty: 4444.773926
	Iteration 16Q: 3 clusters Score -900144.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -900184.437500 Penalty: 4444.773926
	Iteration 17Q: 3 clusters Score -900184.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -900229.937500 Penalty: 4444.773926
	Iteration 18Q: 3 clusters Score -900229.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -900270.375000 Penalty: 4444.773926
	Iteration 19Q: 3 clusters Score -900270.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -900322.375000 Penalty: 4444.773926
	Iteration 20F: 3 clusters Score -900322.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -900383.625000 Penalty: 4444.773926
	Iteration 21Q: 3 clusters Score -900383.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -900443.187500 Penalty: 4444.773926
	Iteration 22Q: 3 clusters Score -900443.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -900511.375000 Penalty: 4444.773926
	Iteration 23Q: 3 clusters Score -900511.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -900578.062500 Penalty: 4444.773926
	Iteration 24Q: 3 clusters Score -900578.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -900645.625000 Penalty: 4444.773926
	Iteration 25Q: 3 clusters Score -900645.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -900694.812500 Penalty: 4444.773926
	Iteration 26Q: 3 clusters Score -900694.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -900755.625000 Penalty: 4444.773926
	Iteration 27Q: 3 clusters Score -900755.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -900816.625000 Penalty: 4444.773926
	Iteration 28Q: 3 clusters Score -900816.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -900870.437500 Penalty: 4444.773926
	Iteration 29Q: 3 clusters Score -900870.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -900927.250000 Penalty: 4444.773926
	Iteration 30Q: 3 clusters Score -900927.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -900986.687500 Penalty: 4444.773926
	Iteration 31Q: 3 clusters Score -900986.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -901044.250000 Penalty: 4444.773926
	Iteration 32Q: 3 clusters Score -901044.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -901096.312500 Penalty: 4444.773926
	Iteration 33Q: 3 clusters Score -901096.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -901147.562500 Penalty: 4444.773926
	Iteration 34Q: 3 clusters Score -901147.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -901187.687500 Penalty: 4444.773926
	Iteration 35Q: 3 clusters Score -901187.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -901223.125000 Penalty: 4444.773926
	Iteration 36Q: 3 clusters Score -901223.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -901250.187500 Penalty: 4444.773926
	Iteration 37Q: 3 clusters Score -901250.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -901269.187500 Penalty: 4444.773926
	Iteration 38Q: 3 clusters Score -901269.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -901280.062500 Penalty: 4444.773926
	Iteration 39Q: 3 clusters Score -901280.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -901296.000000 Penalty: 4444.773926
	Iteration 40F: 3 clusters Score -901296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -901306.937500 Penalty: 4444.773926
	Iteration 41Q: 3 clusters Score -901306.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -901318.125000 Penalty: 4444.773926
	Iteration 42Q: 3 clusters Score -901318.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -901319.937500 Penalty: 4444.773926
	Iteration 43Q: 3 clusters Score -901319.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -901324.062500 Penalty: 4444.773926
	Iteration 44Q: 3 clusters Score -901324.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -901328.187500 Penalty: 4444.773926
	Iteration 45Q: 3 clusters Score -901328.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -901329.437500 Penalty: 4444.773926
	Iteration 46Q: 3 clusters Score -901329.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -901333.187500 Penalty: 4444.773926
	Iteration 47Q: 3 clusters Score -901333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -901333.187500 Penalty: 4444.773926
	Iteration 48Q: 3 clusters Score -901333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -901334.250000 Penalty: 4444.773926
	Iteration 49Q: 3 clusters Score -901334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -901336.937500 Penalty: 4444.773926
	Iteration 50Q: 3 clusters Score -901336.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -901337.562500 Penalty: 4444.773926
	Iteration 51Q: 3 clusters Score -901337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -901337.875000 Penalty: 4444.773926
	Iteration 52Q: 3 clusters Score -901337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -901337.875000 Penalty: 4444.773926
	Iteration 53Q: 3 clusters Score -901337.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -901337.500000 Penalty: 4444.773926
	Iteration 54Q: 3 clusters Score -901337.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -901339.750000 Penalty: 4444.773926
	Iteration 55Q: 3 clusters Score -901339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -901342.125000 Penalty: 4444.773926
	Iteration 56Q: 3 clusters Score -901342.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -901342.500000 Penalty: 4444.773926
	Iteration 57Q: 3 clusters Score -901342.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -901343.250000 Penalty: 4444.773926
	Iteration 58Q: 3 clusters Score -901343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -901345.187500 Penalty: 4444.773926
	Iteration 59Q: 3 clusters Score -901345.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -901350.375000 Penalty: 4444.773926
	Iteration 60F: 3 clusters Score -901350.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -901353.750000 Penalty: 4444.773926
	Iteration 61Q: 3 clusters Score -901353.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -901355.687500 Penalty: 4444.773926
	Iteration 62Q: 3 clusters Score -901355.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -901356.687500 Penalty: 4444.773926
	Iteration 63Q: 3 clusters Score -901356.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -901359.125000 Penalty: 4444.773926
	Iteration 64Q: 3 clusters Score -901359.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -901362.437500 Penalty: 4444.773926
	Iteration 65Q: 3 clusters Score -901362.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -901363.187500 Penalty: 4444.773926
	Iteration 66Q: 3 clusters Score -901363.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -901364.125000 Penalty: 4444.773926
	Iteration 67Q: 3 clusters Score -901364.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -901364.125000 Penalty: 4444.773926
	Iteration 68F: 3 clusters Score -901364.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Entering Unmasked Estep 
Score: -1009784.625000 Penalty: 2264.695801
	Iteration 0F: 2 clusters Score -1009785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1002612.500000 Penalty: 4529.391602
	Iteration 0F: 3 clusters Score -1002612 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1004671.375000 Penalty: 4529.391602
	Iteration 1F: 3 clusters Score -1004671 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1004983.312500 Penalty: 4529.391602
	Iteration 2F: 3 clusters Score -1004983 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1005263.500000 Penalty: 4529.391602
	Iteration 3F: 3 clusters Score -1005264 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1005597.687500 Penalty: 4529.391602
	Iteration 4F: 3 clusters Score -1005598 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1005973.687500 Penalty: 4529.391602
	Iteration 5F: 3 clusters Score -1005974 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1006397.500000 Penalty: 4529.391602
	Iteration 6F: 3 clusters Score -1006398 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1006829.500000 Penalty: 4529.391602
	Iteration 7F: 3 clusters Score -1006830 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1007202.750000 Penalty: 4529.391602
	Iteration 8F: 3 clusters Score -1007203 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1007500.500000 Penalty: 4529.391602
	Iteration 9Q: 3 clusters Score -1007500 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1007701.000000 Penalty: 4529.391602
	Iteration 10Q: 3 clusters Score -1007701 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1007839.875000 Penalty: 4529.391602
	Iteration 11Q: 3 clusters Score -1007840 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1007952.312500 Penalty: 4529.391602
	Iteration 12Q: 3 clusters Score -1007952 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1008023.500000 Penalty: 4529.391602
	Iteration 13Q: 3 clusters Score -1008024 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1008081.437500 Penalty: 4529.391602
	Iteration 14Q: 3 clusters Score -1008081 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1008132.375000 Penalty: 4529.391602
	Iteration 15Q: 3 clusters Score -1008132 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1008190.312500 Penalty: 4529.391602
	Iteration 16Q: 3 clusters Score -1008190 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1008238.437500 Penalty: 4529.391602
	Iteration 17Q: 3 clusters Score -1008238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1008282.000000 Penalty: 4529.391602
	Iteration 18Q: 3 clusters Score -1008282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1008316.125000 Penalty: 4529.391602
	Iteration 19Q: 3 clusters Score -1008316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1008348.562500 Penalty: 4529.391602
	Iteration 20F: 3 clusters Score -1008349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1008364.937500 Penalty: 4529.391602
	Iteration 21Q: 3 clusters Score -1008365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1008381.750000 Penalty: 4529.391602
	Iteration 22Q: 3 clusters Score -1008382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1008392.687500 Penalty: 4529.391602
	Iteration 23Q: 3 clusters Score -1008393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1008402.625000 Penalty: 4529.391602
	Iteration 24Q: 3 clusters Score -1008403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1008409.500000 Penalty: 4529.391602
	Iteration 25Q: 3 clusters Score -1008410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1008415.437500 Penalty: 4529.391602
	Iteration 26Q: 3 clusters Score -1008415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1008419.500000 Penalty: 4529.391602
	Iteration 27Q: 3 clusters Score -1008420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1008426.812500 Penalty: 4529.391602
	Iteration 28Q: 3 clusters Score -1008427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1008430.000000 Penalty: 4529.391602
	Iteration 29Q: 3 clusters Score -1008430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1008433.125000 Penalty: 4529.391602
	Iteration 30Q: 3 clusters Score -1008433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1008432.062500 Penalty: 4529.391602
	Iteration 31Q: 3 clusters Score -1008432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1008432.000000 Penalty: 4529.391602
	Iteration 32Q: 3 clusters Score -1008432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1008432.000000 Penalty: 4529.391602
	Iteration 33F: 3 clusters Score -1008432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Entering Unmasked Estep 
Score: -3288879.500000 Penalty: 2545.184082
	Iteration 0F: 2 clusters Score -3288880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3269069.500000 Penalty: 5090.368164
	Iteration 0F: 3 clusters Score -3269070 nChanged 13032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3276052.000000 Penalty: 5090.368164
	Iteration 1F: 3 clusters Score -3276052 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3276768.000000 Penalty: 5090.368164
	Iteration 2Q: 3 clusters Score -3276768 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3277731.500000 Penalty: 5090.368164
	Iteration 3F: 3 clusters Score -3277732 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3278776.250000 Penalty: 5090.368164
	Iteration 4F: 3 clusters Score -3278776 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3279677.500000 Penalty: 5090.368164
	Iteration 5F: 3 clusters Score -3279678 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3280433.500000 Penalty: 5090.368164
	Iteration 6F: 3 clusters Score -3280434 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3281127.000000 Penalty: 5090.368164
	Iteration 7F: 3 clusters Score -3281127 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3281799.250000 Penalty: 5090.368164
	Iteration 8F: 3 clusters Score -3281799 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3282443.250000 Penalty: 5090.368164
	Iteration 9Q: 3 clusters Score -3282443 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3283063.750000 Penalty: 5090.368164
	Iteration 10Q: 3 clusters Score -3283064 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -3283591.000000 Penalty: 5090.368164
	Iteration 11Q: 3 clusters Score -3283591 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3283983.500000 Penalty: 5090.368164
	Iteration 12Q: 3 clusters Score -3283984 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3284228.750000 Penalty: 5090.368164
	Iteration 13Q: 3 clusters Score -3284229 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3284402.750000 Penalty: 5090.368164
	Iteration 14Q: 3 clusters Score -3284403 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3284553.750000 Penalty: 5090.368164
	Iteration 15Q: 3 clusters Score -3284554 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3284661.750000 Penalty: 5090.368164
	Iteration 16Q: 3 clusters Score -3284662 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -3284772.250000 Penalty: 5090.368164
	Iteration 17Q: 3 clusters Score -3284772 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3284844.000000 Penalty: 5090.368164
	Iteration 18Q: 3 clusters Score -3284844 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3284924.750000 Penalty: 5090.368164
	Iteration 19Q: 3 clusters Score -3284925 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -3285006.500000 Penalty: 5090.368164
	Iteration 20F: 3 clusters Score -3285006 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3285086.250000 Penalty: 5090.368164
	Iteration 21Q: 3 clusters Score -3285086 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3285179.750000 Penalty: 5090.368164
	Iteration 22Q: 3 clusters Score -3285180 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3285289.000000 Penalty: 5090.368164
	Iteration 23Q: 3 clusters Score -3285289 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -3285398.500000 Penalty: 5090.368164
	Iteration 24Q: 3 clusters Score -3285398 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3285529.250000 Penalty: 5090.368164
	Iteration 25Q: 3 clusters Score -3285529 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3285658.250000 Penalty: 5090.368164
	Iteration 26Q: 3 clusters Score -3285658 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3285779.750000 Penalty: 5090.368164
	Iteration 27Q: 3 clusters Score -3285780 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3285918.000000 Penalty: 5090.368164
	Iteration 28Q: 3 clusters Score -3285918 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3286053.750000 Penalty: 5090.368164
	Iteration 29Q: 3 clusters Score -3286054 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3286170.250000 Penalty: 5090.368164
	Iteration 30Q: 3 clusters Score -3286170 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3286321.750000 Penalty: 5090.368164
	Iteration 31Q: 3 clusters Score -3286322 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3286473.250000 Penalty: 5090.368164
	Iteration 32Q: 3 clusters Score -3286473 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3286682.250000 Penalty: 5090.368164
	Iteration 33Q: 3 clusters Score -3286682 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3286941.250000 Penalty: 5090.368164
	Iteration 34Q: 3 clusters Score -3286941 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3287209.000000 Penalty: 5090.368164
	Iteration 35Q: 3 clusters Score -3287209 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3287475.250000 Penalty: 5090.368164
	Iteration 36Q: 3 clusters Score -3287475 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3287658.000000 Penalty: 5090.368164
	Iteration 37Q: 3 clusters Score -3287658 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3287769.250000 Penalty: 5090.368164
	Iteration 38Q: 3 clusters Score -3287769 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3287807.000000 Penalty: 5090.368164
	Iteration 39Q: 3 clusters Score -3287807 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3287949.750000 Penalty: 5090.368164
	Iteration 40F: 3 clusters Score -3287950 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3288052.750000 Penalty: 5090.368164
	Iteration 41Q: 3 clusters Score -3288053 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3288111.000000 Penalty: 5090.368164
	Iteration 42Q: 3 clusters Score -3288111 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3288142.000000 Penalty: 5090.368164
	Iteration 43Q: 3 clusters Score -3288142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3288172.500000 Penalty: 5090.368164
	Iteration 44Q: 3 clusters Score -3288172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3288184.750000 Penalty: 5090.368164
	Iteration 45Q: 3 clusters Score -3288185 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3288207.500000 Penalty: 5090.368164
	Iteration 46Q: 3 clusters Score -3288208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3288227.250000 Penalty: 5090.368164
	Iteration 47Q: 3 clusters Score -3288227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3288239.250000 Penalty: 5090.368164
	Iteration 48Q: 3 clusters Score -3288239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3288245.000000 Penalty: 5090.368164
	Iteration 49Q: 3 clusters Score -3288245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3288257.250000 Penalty: 5090.368164
	Iteration 50Q: 3 clusters Score -3288257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3288278.750000 Penalty: 5090.368164
	Iteration 51Q: 3 clusters Score -3288279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3288283.000000 Penalty: 5090.368164
	Iteration 52Q: 3 clusters Score -3288283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3288277.750000 Penalty: 5090.368164
	Iteration 53Q: 3 clusters Score -3288278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3288283.750000 Penalty: 5090.368164
	Iteration 54Q: 3 clusters Score -3288284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3288286.500000 Penalty: 5090.368164
	Iteration 55Q: 3 clusters Score -3288286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3288296.000000 Penalty: 5090.368164
	Iteration 56Q: 3 clusters Score -3288296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3288297.500000 Penalty: 5090.368164
	Iteration 57Q: 3 clusters Score -3288298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3288300.750000 Penalty: 5090.368164
	Iteration 58Q: 3 clusters Score -3288301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3288302.000000 Penalty: 5090.368164
	Iteration 59Q: 3 clusters Score -3288302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3288307.750000 Penalty: 5090.368164
	Iteration 60F: 3 clusters Score -3288308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3288309.000000 Penalty: 5090.368164
	Iteration 61Q: 3 clusters Score -3288309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3288311.750000 Penalty: 5090.368164
	Iteration 62Q: 3 clusters Score -3288312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3288322.250000 Penalty: 5090.368164
	Iteration 63Q: 3 clusters Score -3288322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3288339.000000 Penalty: 5090.368164
	Iteration 64Q: 3 clusters Score -3288339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3288373.500000 Penalty: 5090.368164
	Iteration 65Q: 3 clusters Score -3288374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3288404.750000 Penalty: 5090.368164
	Iteration 66Q: 3 clusters Score -3288405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3288442.000000 Penalty: 5090.368164
	Iteration 67Q: 3 clusters Score -3288442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3288467.500000 Penalty: 5090.368164
	Iteration 68Q: 3 clusters Score -3288468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3288480.750000 Penalty: 5090.368164
	Iteration 69Q: 3 clusters Score -3288481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3288486.500000 Penalty: 5090.368164
	Iteration 70Q: 3 clusters Score -3288486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3288491.250000 Penalty: 5090.368164
	Iteration 71Q: 3 clusters Score -3288491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3288499.500000 Penalty: 5090.368164
	Iteration 72Q: 3 clusters Score -3288500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3288508.000000 Penalty: 5090.368164
	Iteration 73Q: 3 clusters Score -3288508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3288521.250000 Penalty: 5090.368164
	Iteration 74Q: 3 clusters Score -3288521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3288524.750000 Penalty: 5090.368164
	Iteration 75Q: 3 clusters Score -3288525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3288537.750000 Penalty: 5090.368164
	Iteration 76Q: 3 clusters Score -3288538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3288545.250000 Penalty: 5090.368164
	Iteration 77Q: 3 clusters Score -3288545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3288550.500000 Penalty: 5090.368164
	Iteration 78Q: 3 clusters Score -3288550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3288557.500000 Penalty: 5090.368164
	Iteration 79Q: 3 clusters Score -3288558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3288558.750000 Penalty: 5090.368164
	Iteration 80F: 3 clusters Score -3288559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3288561.500000 Penalty: 5090.368164
	Iteration 81Q: 3 clusters Score -3288562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3288563.250000 Penalty: 5090.368164
	Iteration 82Q: 3 clusters Score -3288563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3288568.500000 Penalty: 5090.368164
	Iteration 83Q: 3 clusters Score -3288568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3288566.500000 Penalty: 5090.368164
	Iteration 84Q: 3 clusters Score -3288566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3288567.500000 Penalty: 5090.368164
	Iteration 85Q: 3 clusters Score -3288568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3288570.250000 Penalty: 5090.368164
	Iteration 86Q: 3 clusters Score -3288570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3288570.250000 Penalty: 5090.368164
	Iteration 87F: 3 clusters Score -3288570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Entering Unmasked Estep 
Score: -681432.562500 Penalty: 2168.316650
	Iteration 0F: 2 clusters Score -681432.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -676081.812500 Penalty: 4336.633301
	Iteration 0F: 3 clusters Score -676081.8 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -677655.000000 Penalty: 4336.633301
	Iteration 1F: 3 clusters Score -677655 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -678136.687500 Penalty: 4336.633301
	Iteration 2F: 3 clusters Score -678136.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -678547.250000 Penalty: 4336.633301
	Iteration 3F: 3 clusters Score -678547.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -678887.625000 Penalty: 4336.633301
	Iteration 4F: 3 clusters Score -678887.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -679124.625000 Penalty: 4336.633301
	Iteration 5Q: 3 clusters Score -679124.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -679286.875000 Penalty: 4336.633301
	Iteration 6Q: 3 clusters Score -679286.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -679408.562500 Penalty: 4336.633301
	Iteration 7Q: 3 clusters Score -679408.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -679525.062500 Penalty: 4336.633301
	Iteration 8Q: 3 clusters Score -679525.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -679611.812500 Penalty: 4336.633301
	Iteration 9Q: 3 clusters Score -679611.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -679672.500000 Penalty: 4336.633301
	Iteration 10Q: 3 clusters Score -679672.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -679725.000000 Penalty: 4336.633301
	Iteration 11Q: 3 clusters Score -679725 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -679751.187500 Penalty: 4336.633301
	Iteration 12Q: 3 clusters Score -679751.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -679775.687500 Penalty: 4336.633301
	Iteration 13Q: 3 clusters Score -679775.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -679794.125000 Penalty: 4336.633301
	Iteration 14Q: 3 clusters Score -679794.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -679815.562500 Penalty: 4336.633301
	Iteration 15Q: 3 clusters Score -679815.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -679833.437500 Penalty: 4336.633301
	Iteration 16Q: 3 clusters Score -679833.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -679843.875000 Penalty: 4336.633301
	Iteration 17Q: 3 clusters Score -679843.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -679849.500000 Penalty: 4336.633301
	Iteration 18Q: 3 clusters Score -679849.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -679856.812500 Penalty: 4336.633301
	Iteration 19Q: 3 clusters Score -679856.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -679858.812500 Penalty: 4336.633301
	Iteration 20F: 3 clusters Score -679858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -679859.375000 Penalty: 4336.633301
	Iteration 21Q: 3 clusters Score -679859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -679860.062500 Penalty: 4336.633301
	Iteration 22Q: 3 clusters Score -679860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -679859.937500 Penalty: 4336.633301
	Iteration 23Q: 3 clusters Score -679859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -679861.000000 Penalty: 4336.633301
	Iteration 24Q: 3 clusters Score -679861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -679861.000000 Penalty: 4336.633301
	Iteration 25F: 3 clusters Score -679861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Entering Unmasked Estep 
Score: -4724576.000000 Penalty: 2623.877197
	Iteration 0F: 2 clusters Score -4724576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -4697952.000000 Penalty: 5247.754395
	Iteration 0F: 3 clusters Score -4697952 nChanged 18011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -4707839.000000 Penalty: 5247.754395
	Iteration 1F: 3 clusters Score -4707839 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -4708400.000000 Penalty: 5247.754395
	Iteration 2Q: 3 clusters Score -4708400 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -4709082.500000 Penalty: 5247.754395
	Iteration 3Q: 3 clusters Score -4709082 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -4709953.500000 Penalty: 5247.754395
	Iteration 4Q: 3 clusters Score -4709954 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -4711233.500000 Penalty: 5247.754395
	Iteration 5F: 3 clusters Score -4711234 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -4713084.500000 Penalty: 5247.754395
	Iteration 6F: 3 clusters Score -4713084 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -4715619.500000 Penalty: 5247.754395
	Iteration 7F: 3 clusters Score -4715620 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -4718556.000000 Penalty: 5247.754395
	Iteration 8F: 3 clusters Score -4718556 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4720618.000000 Penalty: 5247.754395
	Iteration 9F: 3 clusters Score -4720618 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4721626.500000 Penalty: 5247.754395
	Iteration 10Q: 3 clusters Score -4721626 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4722011.000000 Penalty: 5247.754395
	Iteration 11Q: 3 clusters Score -4722011 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4722209.500000 Penalty: 5247.754395
	Iteration 12Q: 3 clusters Score -4722210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4722295.500000 Penalty: 5247.754395
	Iteration 13Q: 3 clusters Score -4722296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4722336.500000 Penalty: 5247.754395
	Iteration 14Q: 3 clusters Score -4722336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4722366.000000 Penalty: 5247.754395
	Iteration 15Q: 3 clusters Score -4722366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4722386.500000 Penalty: 5247.754395
	Iteration 16Q: 3 clusters Score -4722386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4722399.000000 Penalty: 5247.754395
	Iteration 17Q: 3 clusters Score -4722399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4722412.500000 Penalty: 5247.754395
	Iteration 18Q: 3 clusters Score -4722412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4722419.500000 Penalty: 5247.754395
	Iteration 19Q: 3 clusters Score -4722420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4722426.500000 Penalty: 5247.754395
	Iteration 20F: 3 clusters Score -4722426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4722443.000000 Penalty: 5247.754395
	Iteration 21Q: 3 clusters Score -4722443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4722445.500000 Penalty: 5247.754395
	Iteration 22Q: 3 clusters Score -4722446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4722448.000000 Penalty: 5247.754395
	Iteration 23Q: 3 clusters Score -4722448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4722446.500000 Penalty: 5247.754395
	Iteration 24Q: 3 clusters Score -4722446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4722448.500000 Penalty: 5247.754395
	Iteration 25Q: 3 clusters Score -4722448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4722448.500000 Penalty: 5247.754395
	Iteration 26F: 3 clusters Score -4722448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Entering Unmasked Estep 
Score: -1584320.125000 Penalty: 2359.671875
	Iteration 0F: 2 clusters Score -1584320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1574350.625000 Penalty: 4719.343750
	Iteration 0F: 3 clusters Score -1574351 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1577547.625000 Penalty: 4719.343750
	Iteration 1F: 3 clusters Score -1577548 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1577974.250000 Penalty: 4719.343750
	Iteration 2F: 3 clusters Score -1577974 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1578361.125000 Penalty: 4719.343750
	Iteration 3F: 3 clusters Score -1578361 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1578716.125000 Penalty: 4719.343750
	Iteration 4F: 3 clusters Score -1578716 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1579067.750000 Penalty: 4719.343750
	Iteration 5Q: 3 clusters Score -1579068 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1579425.500000 Penalty: 4719.343750
	Iteration 6Q: 3 clusters Score -1579426 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1579747.125000 Penalty: 4719.343750
	Iteration 7Q: 3 clusters Score -1579747 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1580099.250000 Penalty: 4719.343750
	Iteration 8Q: 3 clusters Score -1580099 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1580484.500000 Penalty: 4719.343750
	Iteration 9Q: 3 clusters Score -1580484 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1580889.625000 Penalty: 4719.343750
	Iteration 10Q: 3 clusters Score -1580890 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1581240.000000 Penalty: 4719.343750
	Iteration 11Q: 3 clusters Score -1581240 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1581522.375000 Penalty: 4719.343750
	Iteration 12Q: 3 clusters Score -1581522 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1581719.250000 Penalty: 4719.343750
	Iteration 13Q: 3 clusters Score -1581719 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1581839.625000 Penalty: 4719.343750
	Iteration 14Q: 3 clusters Score -1581840 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1581920.750000 Penalty: 4719.343750
	Iteration 15Q: 3 clusters Score -1581921 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1581981.375000 Penalty: 4719.343750
	Iteration 16Q: 3 clusters Score -1581981 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1582031.500000 Penalty: 4719.343750
	Iteration 17Q: 3 clusters Score -1582032 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1582063.750000 Penalty: 4719.343750
	Iteration 18Q: 3 clusters Score -1582064 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1582093.000000 Penalty: 4719.343750
	Iteration 19Q: 3 clusters Score -1582093 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1582119.875000 Penalty: 4719.343750
	Iteration 20F: 3 clusters Score -1582120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1582135.000000 Penalty: 4719.343750
	Iteration 21Q: 3 clusters Score -1582135 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1582160.000000 Penalty: 4719.343750
	Iteration 22Q: 3 clusters Score -1582160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1582170.625000 Penalty: 4719.343750
	Iteration 23Q: 3 clusters Score -1582171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1582180.250000 Penalty: 4719.343750
	Iteration 24Q: 3 clusters Score -1582180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1582184.875000 Penalty: 4719.343750
	Iteration 25Q: 3 clusters Score -1582185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1582196.250000 Penalty: 4719.343750
	Iteration 26Q: 3 clusters Score -1582196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1582201.625000 Penalty: 4719.343750
	Iteration 27Q: 3 clusters Score -1582202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1582206.625000 Penalty: 4719.343750
	Iteration 28Q: 3 clusters Score -1582207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1582209.250000 Penalty: 4719.343750
	Iteration 29Q: 3 clusters Score -1582209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1582210.375000 Penalty: 4719.343750
	Iteration 30Q: 3 clusters Score -1582210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1582214.500000 Penalty: 4719.343750
	Iteration 31Q: 3 clusters Score -1582214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1582216.875000 Penalty: 4719.343750
	Iteration 32Q: 3 clusters Score -1582217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1582217.875000 Penalty: 4719.343750
	Iteration 33Q: 3 clusters Score -1582218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1582219.000000 Penalty: 4719.343750
	Iteration 34Q: 3 clusters Score -1582219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1582225.750000 Penalty: 4719.343750
	Iteration 35Q: 3 clusters Score -1582226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1582226.875000 Penalty: 4719.343750
	Iteration 36Q: 3 clusters Score -1582227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1582230.375000 Penalty: 4719.343750
	Iteration 37Q: 3 clusters Score -1582230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1582229.000000 Penalty: 4719.343750
	Iteration 38Q: 3 clusters Score -1582229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1582230.000000 Penalty: 4719.343750
	Iteration 39Q: 3 clusters Score -1582230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1582233.375000 Penalty: 4719.343750
	Iteration 40F: 3 clusters Score -1582233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1582232.750000 Penalty: 4719.343750
	Iteration 41Q: 3 clusters Score -1582233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1582238.625000 Penalty: 4719.343750
	Iteration 42Q: 3 clusters Score -1582239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1582240.375000 Penalty: 4719.343750
	Iteration 43Q: 3 clusters Score -1582240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1582240.625000 Penalty: 4719.343750
	Iteration 44Q: 3 clusters Score -1582241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1582245.500000 Penalty: 4719.343750
	Iteration 45Q: 3 clusters Score -1582246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1582244.250000 Penalty: 4719.343750
	Iteration 46Q: 3 clusters Score -1582244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1582246.625000 Penalty: 4719.343750
	Iteration 47Q: 3 clusters Score -1582247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1582246.250000 Penalty: 4719.343750
	Iteration 48Q: 3 clusters Score -1582246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1582247.750000 Penalty: 4719.343750
	Iteration 49Q: 3 clusters Score -1582248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1582246.500000 Penalty: 4719.343750
	Iteration 50Q: 3 clusters Score -1582246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1582245.750000 Penalty: 4719.343750
	Iteration 51Q: 3 clusters Score -1582246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1582248.500000 Penalty: 4719.343750
	Iteration 52Q: 3 clusters Score -1582248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1582250.375000 Penalty: 4719.343750
	Iteration 53Q: 3 clusters Score -1582250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1582253.000000 Penalty: 4719.343750
	Iteration 54Q: 3 clusters Score -1582253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1582261.000000 Penalty: 4719.343750
	Iteration 55Q: 3 clusters Score -1582261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1582260.500000 Penalty: 4719.343750
	Iteration 56Q: 3 clusters Score -1582260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1582265.250000 Penalty: 4719.343750
	Iteration 57Q: 3 clusters Score -1582265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1582261.125000 Penalty: 4719.343750
	Iteration 58Q: 3 clusters Score -1582261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1582267.375000 Penalty: 4719.343750
	Iteration 59Q: 3 clusters Score -1582267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1582265.875000 Penalty: 4719.343750
	Iteration 60F: 3 clusters Score -1582266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1582275.500000 Penalty: 4719.343750
	Iteration 61Q: 3 clusters Score -1582276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1582279.375000 Penalty: 4719.343750
	Iteration 62Q: 3 clusters Score -1582279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1582280.000000 Penalty: 4719.343750
	Iteration 63Q: 3 clusters Score -1582280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1582283.875000 Penalty: 4719.343750
	Iteration 64Q: 3 clusters Score -1582284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1582284.875000 Penalty: 4719.343750
	Iteration 65Q: 3 clusters Score -1582285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1582290.750000 Penalty: 4719.343750
	Iteration 66Q: 3 clusters Score -1582291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1582289.875000 Penalty: 4719.343750
	Iteration 67Q: 3 clusters Score -1582290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1582299.375000 Penalty: 4719.343750
	Iteration 68Q: 3 clusters Score -1582299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1582296.500000 Penalty: 4719.343750
	Iteration 69Q: 3 clusters Score -1582296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7101 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7081 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1582316 nChanged 24
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Mstep: Class 1 contains 7059 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1582319 nChanged 21
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Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1582325 nChanged 19
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Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6971 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1582332 nChanged 14
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Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1582332 nChanged 13
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Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1582333 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1582332 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1582334 nChanged 9
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Mstep: Class 1 contains 6922 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1582336 nChanged 9
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Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1582339 nChanged 8
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Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1582340 nChanged 6
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Mstep: Class 1 contains 6880 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1582339 nChanged 8
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Mstep: Class 1 contains 6872 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1582342 nChanged 10
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Mstep: Class 1 contains 6862 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6847 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1582344 nChanged 16
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Mstep: Class 1 contains 6831 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6814 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1582356 nChanged 16
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Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1582353 nChanged 14
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Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1582363 nChanged 21
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Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1582367 nChanged 17
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Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1582368 nChanged 17
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Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1582372 nChanged 14
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Mstep: Class 1 contains 6694 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1582372 nChanged 22
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Mstep: Class 1 contains 6676 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1582377 nChanged 27
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Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6908 members 
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	Iteration 109Q: 3 clusters Score -1582379 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6925 members 
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	Iteration 110Q: 3 clusters Score -1582382 nChanged 21
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Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1582382 nChanged 29
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Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1582388 nChanged 37
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Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1582392 nChanged 42
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Mstep: Class 1 contains 6521 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1582401 nChanged 42
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Mstep: Class 1 contains 6481 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1582410 nChanged 48
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Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1582416 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1582436 nChanged 69
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Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1582448 nChanged 80
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Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1582472 nChanged 66
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Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1582487 nChanged 56
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Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7430 members 
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	Iteration 121Q: 3 clusters Score -1582494 nChanged 56
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Mstep: Class 1 contains 6075 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1582507 nChanged 65
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Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7545 members 
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	Iteration 123Q: 3 clusters Score -1582518 nChanged 79
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Mstep: Class 1 contains 5937 members 
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	Iteration 124Q: 3 clusters Score -1582540 nChanged 104
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Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7720 members 
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	Iteration 125Q: 3 clusters Score -1582576 nChanged 117
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Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7833 members 
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	Iteration 126Q: 3 clusters Score -1582616 nChanged 121
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Mstep: Class 1 contains 5611 members 
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	Iteration 127Q: 3 clusters Score -1582660 nChanged 142
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Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8088 members 
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	Iteration 128Q: 3 clusters Score -1582730 nChanged 190
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Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 8268 members 
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	Iteration 129Q: 3 clusters Score -1582829 nChanged 209
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Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8467 members 
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	Iteration 130Q: 3 clusters Score -1582969 nChanged 230
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Mstep: Class 1 contains 4872 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1583147 nChanged 236
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Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1583363 nChanged 215
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Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1583554 nChanged 204
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Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1583719 nChanged 166
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Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 9458 members 
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	Iteration 135Q: 3 clusters Score -1583817 nChanged 124
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Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1583890 nChanged 90
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Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1583928 nChanged 72
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Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9738 members 
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	Iteration 138Q: 3 clusters Score -1583953 nChanged 51
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Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9789 members 
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	Iteration 139Q: 3 clusters Score -1583967 nChanged 37
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Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1583976 nChanged 32
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Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1583987 nChanged 31
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Mstep: Class 1 contains 3670 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1583998 nChanged 28
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Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1584002 nChanged 19
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Mstep: Class 1 contains 3623 members 
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	Iteration 144Q: 3 clusters Score -1584007 nChanged 17
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Mstep: Class 1 contains 3606 members 
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	Iteration 145Q: 3 clusters Score -1584010 nChanged 11
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Mstep: Class 1 contains 3595 members 
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	Iteration 146Q: 3 clusters Score -1584012 nChanged 8
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Mstep: Class 1 contains 3587 members 
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	Iteration 147Q: 3 clusters Score -1584014 nChanged 8
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Mstep: Class 1 contains 3579 members 
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	Iteration 148Q: 3 clusters Score -1584016 nChanged 7
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	Iteration 149Q: 3 clusters Score -1584014 nChanged 8
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Mstep: Class 1 contains 3564 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1584015 nChanged 8
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Mstep: Class 1 contains 3556 members 
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	Iteration 151Q: 3 clusters Score -1584018 nChanged 10
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	Iteration 152Q: 3 clusters Score -1584021 nChanged 10
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	Iteration 153Q: 3 clusters Score -1584022 nChanged 7
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Mstep: Class 1 contains 3529 members 
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	Iteration 154Q: 3 clusters Score -1584025 nChanged 5
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Mstep: Class 1 contains 3524 members 
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	Iteration 155Q: 3 clusters Score -1584024 nChanged 4
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Mstep: Class 1 contains 3520 members 
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	Iteration 156Q: 3 clusters Score -1584024 nChanged 2
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Mstep: Class 1 contains 3518 members 
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	Iteration 157Q: 3 clusters Score -1584025 nChanged 2
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Mstep: Class 1 contains 3516 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1584025 nChanged 3
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	Iteration 159Q: 3 clusters Score -1584026 nChanged 2
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Mstep: Class 1 contains 3511 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1584024 nChanged 3
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Mstep: Class 1 contains 3508 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1584026 nChanged 3
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1584028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1584026.375000 Penalty: 4719.343750
	Iteration 163Q: 3 clusters Score -1584026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1584027.500000 Penalty: 4719.343750
	Iteration 164Q: 3 clusters Score -1584028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1584027.500000 Penalty: 4719.343750
	Iteration 165F: 3 clusters Score -1584028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Entering Unmasked Estep 
Score: -1085279.000000 Penalty: 2260.093018
	Iteration 0F: 2 clusters Score -1085279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1078250.000000 Penalty: 4520.186035
	Iteration 0F: 3 clusters Score -1078250 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1080275.875000 Penalty: 4520.186035
	Iteration 1F: 3 clusters Score -1080276 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1080551.625000 Penalty: 4520.186035
	Iteration 2F: 3 clusters Score -1080552 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1080752.250000 Penalty: 4520.186035
	Iteration 3Q: 3 clusters Score -1080752 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1080936.750000 Penalty: 4520.186035
	Iteration 4Q: 3 clusters Score -1080937 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1081127.375000 Penalty: 4520.186035
	Iteration 5Q: 3 clusters Score -1081127 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1081314.500000 Penalty: 4520.186035
	Iteration 6Q: 3 clusters Score -1081314 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1081509.500000 Penalty: 4520.186035
	Iteration 7Q: 3 clusters Score -1081510 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1081762.625000 Penalty: 4520.186035
	Iteration 8Q: 3 clusters Score -1081763 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1082049.625000 Penalty: 4520.186035
	Iteration 9Q: 3 clusters Score -1082050 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1082376.750000 Penalty: 4520.186035
	Iteration 10Q: 3 clusters Score -1082377 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1082713.625000 Penalty: 4520.186035
	Iteration 11Q: 3 clusters Score -1082714 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1082992.375000 Penalty: 4520.186035
	Iteration 12Q: 3 clusters Score -1082992 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1083203.500000 Penalty: 4520.186035
	Iteration 13Q: 3 clusters Score -1083204 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1083339.750000 Penalty: 4520.186035
	Iteration 14Q: 3 clusters Score -1083340 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1083426.750000 Penalty: 4520.186035
	Iteration 15Q: 3 clusters Score -1083427 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1083470.250000 Penalty: 4520.186035
	Iteration 16Q: 3 clusters Score -1083470 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1083507.625000 Penalty: 4520.186035
	Iteration 17Q: 3 clusters Score -1083508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1083528.375000 Penalty: 4520.186035
	Iteration 18Q: 3 clusters Score -1083528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1083547.000000 Penalty: 4520.186035
	Iteration 19Q: 3 clusters Score -1083547 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1083561.125000 Penalty: 4520.186035
	Iteration 20F: 3 clusters Score -1083561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1083565.375000 Penalty: 4520.186035
	Iteration 21Q: 3 clusters Score -1083565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1083567.250000 Penalty: 4520.186035
	Iteration 22Q: 3 clusters Score -1083567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1083569.875000 Penalty: 4520.186035
	Iteration 23Q: 3 clusters Score -1083570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1083571.250000 Penalty: 4520.186035
	Iteration 24Q: 3 clusters Score -1083571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1083573.125000 Penalty: 4520.186035
	Iteration 25Q: 3 clusters Score -1083573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1083576.750000 Penalty: 4520.186035
	Iteration 26Q: 3 clusters Score -1083577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1083576.750000 Penalty: 4520.186035
	Iteration 27Q: 3 clusters Score -1083577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1083577.875000 Penalty: 4520.186035
	Iteration 28Q: 3 clusters Score -1083578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1083577.625000 Penalty: 4520.186035
	Iteration 29Q: 3 clusters Score -1083578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1083576.375000 Penalty: 4520.186035
	Iteration 30Q: 3 clusters Score -1083576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1083575.750000 Penalty: 4520.186035
	Iteration 31Q: 3 clusters Score -1083576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1083575.750000 Penalty: 4520.186035
	Iteration 32F: 3 clusters Score -1083576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Entering Unmasked Estep 
Score: -7341409.500000 Penalty: 2735.357178
	Iteration 0F: 2 clusters Score -7341410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -7300087.000000 Penalty: 5470.714355
	Iteration 0F: 3 clusters Score -7300087 nChanged 28739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -7316940.000000 Penalty: 5470.714355
	Iteration 1F: 3 clusters Score -7316940 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -7318067.000000 Penalty: 5470.714355
	Iteration 2Q: 3 clusters Score -7318067 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -7319467.000000 Penalty: 5470.714355
	Iteration 3Q: 3 clusters Score -7319467 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -7321419.000000 Penalty: 5470.714355
	Iteration 4F: 3 clusters Score -7321419 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -7324206.000000 Penalty: 5470.714355
	Iteration 5F: 3 clusters Score -7324206 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -7328196.500000 Penalty: 5470.714355
	Iteration 6F: 3 clusters Score -7328196 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -7332478.500000 Penalty: 5470.714355
	Iteration 7F: 3 clusters Score -7332478 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -7335146.000000 Penalty: 5470.714355
	Iteration 8F: 3 clusters Score -7335146 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -7336525.000000 Penalty: 5470.714355
	Iteration 9Q: 3 clusters Score -7336525 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -7337202.000000 Penalty: 5470.714355
	Iteration 10Q: 3 clusters Score -7337202 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -7337627.000000 Penalty: 5470.714355
	Iteration 11Q: 3 clusters Score -7337627 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -7337997.000000 Penalty: 5470.714355
	Iteration 12Q: 3 clusters Score -7337997 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -7338240.000000 Penalty: 5470.714355
	Iteration 13Q: 3 clusters Score -7338240 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -7338455.000000 Penalty: 5470.714355
	Iteration 14Q: 3 clusters Score -7338455 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -7338631.500000 Penalty: 5470.714355
	Iteration 15Q: 3 clusters Score -7338632 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -7338711.500000 Penalty: 5470.714355
	Iteration 16Q: 3 clusters Score -7338712 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -7338784.000000 Penalty: 5470.714355
	Iteration 17Q: 3 clusters Score -7338784 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -7338858.500000 Penalty: 5470.714355
	Iteration 18Q: 3 clusters Score -7338858 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -7338933.000000 Penalty: 5470.714355
	Iteration 19Q: 3 clusters Score -7338933 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -7338966.000000 Penalty: 5470.714355
	Iteration 20F: 3 clusters Score -7338966 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -7338982.000000 Penalty: 5470.714355
	Iteration 21Q: 3 clusters Score -7338982 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -7338995.500000 Penalty: 5470.714355
	Iteration 22Q: 3 clusters Score -7338996 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -7339031.500000 Penalty: 5470.714355
	Iteration 23Q: 3 clusters Score -7339032 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -7339048.000000 Penalty: 5470.714355
	Iteration 24Q: 3 clusters Score -7339048 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -7339090.000000 Penalty: 5470.714355
	Iteration 25Q: 3 clusters Score -7339090 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -7339108.000000 Penalty: 5470.714355
	Iteration 26Q: 3 clusters Score -7339108 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -7339126.000000 Penalty: 5470.714355
	Iteration 27Q: 3 clusters Score -7339126 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -7339150.000000 Penalty: 5470.714355
	Iteration 28Q: 3 clusters Score -7339150 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -7339163.000000 Penalty: 5470.714355
	Iteration 29Q: 3 clusters Score -7339163 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -7339162.500000 Penalty: 5470.714355
	Iteration 30Q: 3 clusters Score -7339162 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -7339180.500000 Penalty: 5470.714355
	Iteration 31Q: 3 clusters Score -7339180 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -7339176.000000 Penalty: 5470.714355
	Iteration 32Q: 3 clusters Score -7339176 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -7339199.500000 Penalty: 5470.714355
	Iteration 33Q: 3 clusters Score -7339200 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -7339228.000000 Penalty: 5470.714355
	Iteration 34Q: 3 clusters Score -7339228 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -7339224.000000 Penalty: 5470.714355
	Iteration 35Q: 3 clusters Score -7339224 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -7339243.000000 Penalty: 5470.714355
	Iteration 36Q: 3 clusters Score -7339243 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -7339243.000000 Penalty: 5470.714355
	Iteration 37Q: 3 clusters Score -7339243 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -7339258.500000 Penalty: 5470.714355
	Iteration 38Q: 3 clusters Score -7339258 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -7339251.500000 Penalty: 5470.714355
	Iteration 39Q: 3 clusters Score -7339252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -7339269.500000 Penalty: 5470.714355
	Iteration 40F: 3 clusters Score -7339270 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -7339283.500000 Penalty: 5470.714355
	Iteration 41Q: 3 clusters Score -7339284 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -7339308.500000 Penalty: 5470.714355
	Iteration 42Q: 3 clusters Score -7339308 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -7339332.000000 Penalty: 5470.714355
	Iteration 43Q: 3 clusters Score -7339332 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -7339346.000000 Penalty: 5470.714355
	Iteration 44Q: 3 clusters Score -7339346 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -7339366.000000 Penalty: 5470.714355
	Iteration 45Q: 3 clusters Score -7339366 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -7339342.000000 Penalty: 5470.714355
	Iteration 46Q: 3 clusters Score -7339342 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -7339348.500000 Penalty: 5470.714355
	Iteration 47Q: 3 clusters Score -7339348 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -7339354.000000 Penalty: 5470.714355
	Iteration 48Q: 3 clusters Score -7339354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -7339372.000000 Penalty: 5470.714355
	Iteration 49Q: 3 clusters Score -7339372 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -7339373.500000 Penalty: 5470.714355
	Iteration 50Q: 3 clusters Score -7339374 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -7339387.500000 Penalty: 5470.714355
	Iteration 51Q: 3 clusters Score -7339388 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -7339372.000000 Penalty: 5470.714355
	Iteration 52Q: 3 clusters Score -7339372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -7339368.500000 Penalty: 5470.714355
	Iteration 53Q: 3 clusters Score -7339368 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -7339369.000000 Penalty: 5470.714355
	Iteration 54Q: 3 clusters Score -7339369 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -7339361.000000 Penalty: 5470.714355
	Iteration 55Q: 3 clusters Score -7339361 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -7339367.000000 Penalty: 5470.714355
	Iteration 56Q: 3 clusters Score -7339367 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -7339353.500000 Penalty: 5470.714355
	Iteration 57Q: 3 clusters Score -7339354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -7339357.500000 Penalty: 5470.714355
	Iteration 58Q: 3 clusters Score -7339358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -7339364.000000 Penalty: 5470.714355
	Iteration 59Q: 3 clusters Score -7339364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -7339371.000000 Penalty: 5470.714355
	Iteration 60F: 3 clusters Score -7339371 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -7339372.500000 Penalty: 5470.714355
	Iteration 61Q: 3 clusters Score -7339372 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -7339368.000000 Penalty: 5470.714355
	Iteration 62Q: 3 clusters Score -7339368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -7339364.500000 Penalty: 5470.714355
	Iteration 63Q: 3 clusters Score -7339364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -7339371.000000 Penalty: 5470.714355
	Iteration 64Q: 3 clusters Score -7339371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -7339378.500000 Penalty: 5470.714355
	Iteration 65Q: 3 clusters Score -7339378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -7339386.000000 Penalty: 5470.714355
	Iteration 66Q: 3 clusters Score -7339386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -7339399.500000 Penalty: 5470.714355
	Iteration 67Q: 3 clusters Score -7339400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -7339384.000000 Penalty: 5470.714355
	Iteration 68Q: 3 clusters Score -7339384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -7339395.000000 Penalty: 5470.714355
	Iteration 69Q: 3 clusters Score -7339395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -7339396.500000 Penalty: 5470.714355
	Iteration 70Q: 3 clusters Score -7339396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -7339406.000000 Penalty: 5470.714355
	Iteration 71Q: 3 clusters Score -7339406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -7339403.500000 Penalty: 5470.714355
	Iteration 72Q: 3 clusters Score -7339404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -7339407.000000 Penalty: 5470.714355
	Iteration 73Q: 3 clusters Score -7339407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -7339414.000000 Penalty: 5470.714355
	Iteration 74Q: 3 clusters Score -7339414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -7339407.500000 Penalty: 5470.714355
	Iteration 75Q: 3 clusters Score -7339408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -7339415.000000 Penalty: 5470.714355
	Iteration 76Q: 3 clusters Score -7339415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -7339420.000000 Penalty: 5470.714355
	Iteration 77Q: 3 clusters Score -7339420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -7339420.000000 Penalty: 5470.714355
	Iteration 78Q: 3 clusters Score -7339420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -7339407.500000 Penalty: 5470.714355
	Iteration 79Q: 3 clusters Score -7339408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -7339406.500000 Penalty: 5470.714355
	Iteration 80F: 3 clusters Score -7339406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -7339426.500000 Penalty: 5470.714355
	Iteration 81Q: 3 clusters Score -7339426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -7339427.500000 Penalty: 5470.714355
	Iteration 82Q: 3 clusters Score -7339428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -7339413.000000 Penalty: 5470.714355
	Iteration 83Q: 3 clusters Score -7339413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -7339427.500000 Penalty: 5470.714355
	Iteration 84Q: 3 clusters Score -7339428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -7339425.000000 Penalty: 5470.714355
	Iteration 85Q: 3 clusters Score -7339425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -7339428.500000 Penalty: 5470.714355
	Iteration 86Q: 3 clusters Score -7339428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -7339422.000000 Penalty: 5470.714355
	Iteration 87Q: 3 clusters Score -7339422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -7339424.000000 Penalty: 5470.714355
	Iteration 88Q: 3 clusters Score -7339424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -7339423.000000 Penalty: 5470.714355
	Iteration 89Q: 3 clusters Score -7339423 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -7339432.500000 Penalty: 5470.714355
	Iteration 90Q: 3 clusters Score -7339432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -7339439.500000 Penalty: 5470.714355
	Iteration 91Q: 3 clusters Score -7339440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -7339446.000000 Penalty: 5470.714355
	Iteration 92Q: 3 clusters Score -7339446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -7339452.000000 Penalty: 5470.714355
	Iteration 93Q: 3 clusters Score -7339452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -7339442.000000 Penalty: 5470.714355
	Iteration 94Q: 3 clusters Score -7339442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -7339435.500000 Penalty: 5470.714355
	Iteration 95Q: 3 clusters Score -7339436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -7339442.000000 Penalty: 5470.714355
	Iteration 96Q: 3 clusters Score -7339442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -7339438.500000 Penalty: 5470.714355
	Iteration 97Q: 3 clusters Score -7339438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -7339449.500000 Penalty: 5470.714355
	Iteration 98Q: 3 clusters Score -7339450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -7339449.000000 Penalty: 5470.714355
	Iteration 99Q: 3 clusters Score -7339449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -7339461.000000 Penalty: 5470.714355
	Iteration 100F: 3 clusters Score -7339461 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -7339474.000000 Penalty: 5470.714355
	Iteration 101Q: 3 clusters Score -7339474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -7339494.500000 Penalty: 5470.714355
	Iteration 102Q: 3 clusters Score -7339494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -7339490.000000 Penalty: 5470.714355
	Iteration 103Q: 3 clusters Score -7339490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -7339490.000000 Penalty: 5470.714355
	Iteration 104Q: 3 clusters Score -7339490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -7339497.000000 Penalty: 5470.714355
	Iteration 105Q: 3 clusters Score -7339497 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -7339493.500000 Penalty: 5470.714355
	Iteration 106Q: 3 clusters Score -7339494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -7339501.000000 Penalty: 5470.714355
	Iteration 107Q: 3 clusters Score -7339501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -7339505.500000 Penalty: 5470.714355
	Iteration 108Q: 3 clusters Score -7339506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -7339514.500000 Penalty: 5470.714355
	Iteration 109Q: 3 clusters Score -7339514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -7339501.500000 Penalty: 5470.714355
	Iteration 110Q: 3 clusters Score -7339502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -7339508.000000 Penalty: 5470.714355
	Iteration 111Q: 3 clusters Score -7339508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -7339501.500000 Penalty: 5470.714355
	Iteration 112Q: 3 clusters Score -7339502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -7339498.500000 Penalty: 5470.714355
	Iteration 113Q: 3 clusters Score -7339498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -7339503.500000 Penalty: 5470.714355
	Iteration 114Q: 3 clusters Score -7339504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -7339507.500000 Penalty: 5470.714355
	Iteration 115Q: 3 clusters Score -7339508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -7339504.000000 Penalty: 5470.714355
	Iteration 116Q: 3 clusters Score -7339504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -7339503.500000 Penalty: 5470.714355
	Iteration 117Q: 3 clusters Score -7339504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -7339510.000000 Penalty: 5470.714355
	Iteration 118Q: 3 clusters Score -7339510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -7339510.500000 Penalty: 5470.714355
	Iteration 119Q: 3 clusters Score -7339510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -7339505.500000 Penalty: 5470.714355
	Iteration 120F: 3 clusters Score -7339506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -7339501.500000 Penalty: 5470.714355
	Iteration 121Q: 3 clusters Score -7339502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -7339502.000000 Penalty: 5470.714355
	Iteration 122Q: 3 clusters Score -7339502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -7339502.000000 Penalty: 5470.714355
	Iteration 123F: 3 clusters Score -7339502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96299 members 
Entering Unmasked Estep 
Score: -11490698.000000 Penalty: 2845.852783
	Iteration 0F: 2 clusters Score -1.14907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -11426357.000000 Penalty: 5691.705566
	Iteration 0F: 3 clusters Score -1.142636e+07 nChanged 45359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -11451903.000000 Penalty: 5691.705566
	Iteration 1F: 3 clusters Score -1.14519e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -11452916.000000 Penalty: 5691.705566
	Iteration 2Q: 3 clusters Score -1.145292e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -11454131.000000 Penalty: 5691.705566
	Iteration 3Q: 3 clusters Score -1.145413e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -11455689.000000 Penalty: 5691.705566
	Iteration 4Q: 3 clusters Score -1.145569e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -11457881.000000 Penalty: 5691.705566
	Iteration 5F: 3 clusters Score -1.145788e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -11460341.000000 Penalty: 5691.705566
	Iteration 6F: 3 clusters Score -1.146034e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -11463132.000000 Penalty: 5691.705566
	Iteration 7F: 3 clusters Score -1.146313e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -11465969.000000 Penalty: 5691.705566
	Iteration 8F: 3 clusters Score -1.146597e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -11468972.000000 Penalty: 5691.705566
	Iteration 9F: 3 clusters Score -1.146897e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69227 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -11471658.000000 Penalty: 5691.705566
	Iteration 10F: 3 clusters Score -1.147166e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -11474479.000000 Penalty: 5691.705566
	Iteration 11F: 3 clusters Score -1.147448e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78172 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -11477285.000000 Penalty: 5691.705566
	Iteration 12Q: 3 clusters Score -1.147728e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -11479946.000000 Penalty: 5691.705566
	Iteration 13Q: 3 clusters Score -1.147995e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -11482357.000000 Penalty: 5691.705566
	Iteration 14Q: 3 clusters Score -1.148236e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -11484334.000000 Penalty: 5691.705566
	Iteration 15Q: 3 clusters Score -1.148433e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91268 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -11485932.000000 Penalty: 5691.705566
	Iteration 16Q: 3 clusters Score -1.148593e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -11487009.000000 Penalty: 5691.705566
	Iteration 17Q: 3 clusters Score -1.148701e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -11487686.000000 Penalty: 5691.705566
	Iteration 18Q: 3 clusters Score -1.148769e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94436 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -11488021.000000 Penalty: 5691.705566
	Iteration 19Q: 3 clusters Score -1.148802e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94763 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -11488224.000000 Penalty: 5691.705566
	Iteration 20F: 3 clusters Score -1.148822e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94952 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -11488314.000000 Penalty: 5691.705566
	Iteration 21Q: 3 clusters Score -1.148831e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -11488408.000000 Penalty: 5691.705566
	Iteration 22Q: 3 clusters Score -1.148841e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95183 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -11488457.000000 Penalty: 5691.705566
	Iteration 23Q: 3 clusters Score -1.148846e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -11488528.000000 Penalty: 5691.705566
	Iteration 24Q: 3 clusters Score -1.148853e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11488535.000000 Penalty: 5691.705566
	Iteration 25Q: 3 clusters Score -1.148854e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95322 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -11488547.000000 Penalty: 5691.705566
	Iteration 26Q: 3 clusters Score -1.148855e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95346 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11488547.000000 Penalty: 5691.705566
	Iteration 27Q: 3 clusters Score -1.148855e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11488564.000000 Penalty: 5691.705566
	Iteration 28Q: 3 clusters Score -1.148856e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95367 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -11488579.000000 Penalty: 5691.705566
	Iteration 29Q: 3 clusters Score -1.148858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95378 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11488591.000000 Penalty: 5691.705566
	Iteration 30Q: 3 clusters Score -1.148859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95378 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11488589.000000 Penalty: 5691.705566
	Iteration 31Q: 3 clusters Score -1.148859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11488591.000000 Penalty: 5691.705566
	Iteration 32Q: 3 clusters Score -1.148859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11488593.000000 Penalty: 5691.705566
	Iteration 33Q: 3 clusters Score -1.148859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95390 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11488585.000000 Penalty: 5691.705566
	Iteration 34Q: 3 clusters Score -1.148858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95391 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11488586.000000 Penalty: 5691.705566
	Iteration 35Q: 3 clusters Score -1.148859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95391 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11488586.000000 Penalty: 5691.705566
	Iteration 36F: 3 clusters Score -1.148859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203534 members 
Entering Unmasked Estep 
Score: -24031362.000000 Penalty: 3031.449707
	Iteration 0F: 2 clusters Score -2.403136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101319 members 
Mstep: Class 2 contains 102215 members 
Entering Unmasked Estep 
Score: -23899144.000000 Penalty: 6062.899414
	Iteration 0F: 3 clusters Score -2.389914e+07 nChanged 97503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 109566 members 
Entering Unmasked Estep 
Score: -23956186.000000 Penalty: 6062.899414
	Iteration 1F: 3 clusters Score -2.395619e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89059 members 
Mstep: Class 2 contains 114475 members 
Entering Unmasked Estep 
Score: -23958036.000000 Penalty: 6062.899414
	Iteration 2Q: 3 clusters Score -2.395804e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 121958 members 
Entering Unmasked Estep 
Score: -23961316.000000 Penalty: 6062.899414
	Iteration 3Q: 3 clusters Score -2.396132e+07 nChanged 11564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 133264 members 
Entering Unmasked Estep 
Score: -23967308.000000 Penalty: 6062.899414
	Iteration 4F: 3 clusters Score -2.396731e+07 nChanged 16000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 149206 members 
Entering Unmasked Estep 
Score: -23978668.000000 Penalty: 6062.899414
	Iteration 5F: 3 clusters Score -2.397867e+07 nChanged 19653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 168853 members 
Entering Unmasked Estep 
Score: -23995860.000000 Penalty: 6062.899414
	Iteration 6F: 3 clusters Score -2.399586e+07 nChanged 18445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 187298 members 
Entering Unmasked Estep 
Score: -24014062.000000 Penalty: 6062.899414
	Iteration 7F: 3 clusters Score -2.401406e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 198416 members 
Entering Unmasked Estep 
Score: -24024270.000000 Penalty: 6062.899414
	Iteration 8F: 3 clusters Score -2.402427e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 202181 members 
Entering Unmasked Estep 
Score: -24027406.000000 Penalty: 6062.899414
	Iteration 9Q: 3 clusters Score -2.402741e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 203044 members 
Entering Unmasked Estep 
Score: -24028240.000000 Penalty: 6062.899414
	Iteration 10Q: 3 clusters Score -2.402824e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 203243 members 
Entering Unmasked Estep 
Score: -24028474.000000 Penalty: 6062.899414
	Iteration 11Q: 3 clusters Score -2.402847e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 203292 members 
Entering Unmasked Estep 
Score: -24028572.000000 Penalty: 6062.899414
	Iteration 12Q: 3 clusters Score -2.402857e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 203302 members 
Entering Unmasked Estep 
Score: -24028640.000000 Penalty: 6062.899414
	Iteration 13Q: 3 clusters Score -2.402864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 203310 members 
Entering Unmasked Estep 
Score: -24028678.000000 Penalty: 6062.899414
	Iteration 14Q: 3 clusters Score -2.402868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 203318 members 
Entering Unmasked Estep 
Score: -24028698.000000 Penalty: 6062.899414
	Iteration 15Q: 3 clusters Score -2.40287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 203322 members 
Entering Unmasked Estep 
Score: -24028688.000000 Penalty: 6062.899414
	Iteration 16Q: 3 clusters Score -2.402869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 203326 members 
Entering Unmasked Estep 
Score: -24028702.000000 Penalty: 6062.899414
	Iteration 17Q: 3 clusters Score -2.40287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 203328 members 
Entering Unmasked Estep 
Score: -24028712.000000 Penalty: 6062.899414
	Iteration 18Q: 3 clusters Score -2.402871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203329 members 
Entering Unmasked Estep 
Score: -24028712.000000 Penalty: 6062.899414
	Iteration 19Q: 3 clusters Score -2.402871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203329 members 
Entering Unmasked Estep 
Score: -24028732.000000 Penalty: 6062.899414
	Iteration 20F: 3 clusters Score -2.402873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 203328 members 
Entering Unmasked Estep 
Score: -24028726.000000 Penalty: 6062.899414
	Iteration 21Q: 3 clusters Score -2.402873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203329 members 
Entering Unmasked Estep 
Score: -24028726.000000 Penalty: 6062.899414
	Iteration 22Q: 3 clusters Score -2.402873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203329 members 
Entering Unmasked Estep 
Score: -24028726.000000 Penalty: 6062.899414
	Iteration 23F: 3 clusters Score -2.402873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Entering Unmasked Estep 
Score: -1168733.750000 Penalty: 2284.214111
	Iteration 0F: 2 clusters Score -1168734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1161104.750000 Penalty: 4568.428223
	Iteration 0F: 3 clusters Score -1161105 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1163447.500000 Penalty: 4568.428223
	Iteration 1F: 3 clusters Score -1163448 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1163768.875000 Penalty: 4568.428223
	Iteration 2F: 3 clusters Score -1163769 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1164083.625000 Penalty: 4568.428223
	Iteration 3F: 3 clusters Score -1164084 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1164382.125000 Penalty: 4568.428223
	Iteration 4F: 3 clusters Score -1164382 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1164703.875000 Penalty: 4568.428223
	Iteration 5Q: 3 clusters Score -1164704 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1165028.625000 Penalty: 4568.428223
	Iteration 6F: 3 clusters Score -1165029 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1165296.250000 Penalty: 4568.428223
	Iteration 7Q: 3 clusters Score -1165296 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1165532.250000 Penalty: 4568.428223
	Iteration 8Q: 3 clusters Score -1165532 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1165757.625000 Penalty: 4568.428223
	Iteration 9Q: 3 clusters Score -1165758 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1165960.375000 Penalty: 4568.428223
	Iteration 10Q: 3 clusters Score -1165960 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1166147.625000 Penalty: 4568.428223
	Iteration 11Q: 3 clusters Score -1166148 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1166347.750000 Penalty: 4568.428223
	Iteration 12Q: 3 clusters Score -1166348 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1166533.125000 Penalty: 4568.428223
	Iteration 13Q: 3 clusters Score -1166533 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1166678.750000 Penalty: 4568.428223
	Iteration 14Q: 3 clusters Score -1166679 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1166802.500000 Penalty: 4568.428223
	Iteration 15Q: 3 clusters Score -1166802 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1166913.625000 Penalty: 4568.428223
	Iteration 16Q: 3 clusters Score -1166914 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1166992.500000 Penalty: 4568.428223
	Iteration 17Q: 3 clusters Score -1166992 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1167063.125000 Penalty: 4568.428223
	Iteration 18Q: 3 clusters Score -1167063 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1167114.375000 Penalty: 4568.428223
	Iteration 19Q: 3 clusters Score -1167114 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1167162.750000 Penalty: 4568.428223
	Iteration 20F: 3 clusters Score -1167163 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1167199.750000 Penalty: 4568.428223
	Iteration 21Q: 3 clusters Score -1167200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1167242.625000 Penalty: 4568.428223
	Iteration 22Q: 3 clusters Score -1167243 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1167286.875000 Penalty: 4568.428223
	Iteration 23Q: 3 clusters Score -1167287 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1167322.750000 Penalty: 4568.428223
	Iteration 24Q: 3 clusters Score -1167323 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1167360.750000 Penalty: 4568.428223
	Iteration 25Q: 3 clusters Score -1167361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1167389.125000 Penalty: 4568.428223
	Iteration 26Q: 3 clusters Score -1167389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1167412.625000 Penalty: 4568.428223
	Iteration 27Q: 3 clusters Score -1167413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1167435.500000 Penalty: 4568.428223
	Iteration 28Q: 3 clusters Score -1167436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1167448.125000 Penalty: 4568.428223
	Iteration 29Q: 3 clusters Score -1167448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1167461.125000 Penalty: 4568.428223
	Iteration 30Q: 3 clusters Score -1167461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1167471.250000 Penalty: 4568.428223
	Iteration 31Q: 3 clusters Score -1167471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1167478.250000 Penalty: 4568.428223
	Iteration 32Q: 3 clusters Score -1167478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1167482.625000 Penalty: 4568.428223
	Iteration 33Q: 3 clusters Score -1167483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1167485.250000 Penalty: 4568.428223
	Iteration 34Q: 3 clusters Score -1167485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1167490.375000 Penalty: 4568.428223
	Iteration 35Q: 3 clusters Score -1167490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1167502.000000 Penalty: 4568.428223
	Iteration 36Q: 3 clusters Score -1167502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1167506.125000 Penalty: 4568.428223
	Iteration 37Q: 3 clusters Score -1167506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1167512.250000 Penalty: 4568.428223
	Iteration 38Q: 3 clusters Score -1167512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1167516.625000 Penalty: 4568.428223
	Iteration 39Q: 3 clusters Score -1167517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1167517.500000 Penalty: 4568.428223
	Iteration 40F: 3 clusters Score -1167518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1167520.625000 Penalty: 4568.428223
	Iteration 41Q: 3 clusters Score -1167521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1167525.625000 Penalty: 4568.428223
	Iteration 42Q: 3 clusters Score -1167526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1167527.250000 Penalty: 4568.428223
	Iteration 43Q: 3 clusters Score -1167527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1167531.625000 Penalty: 4568.428223
	Iteration 44Q: 3 clusters Score -1167532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1167535.875000 Penalty: 4568.428223
	Iteration 45Q: 3 clusters Score -1167536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1167538.125000 Penalty: 4568.428223
	Iteration 46Q: 3 clusters Score -1167538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1167543.500000 Penalty: 4568.428223
	Iteration 47Q: 3 clusters Score -1167544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1167549.000000 Penalty: 4568.428223
	Iteration 48Q: 3 clusters Score -1167549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1167553.625000 Penalty: 4568.428223
	Iteration 49Q: 3 clusters Score -1167554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1167555.375000 Penalty: 4568.428223
	Iteration 50Q: 3 clusters Score -1167555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1167556.250000 Penalty: 4568.428223
	Iteration 51Q: 3 clusters Score -1167556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1167556.625000 Penalty: 4568.428223
	Iteration 52Q: 3 clusters Score -1167557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1167556.500000 Penalty: 4568.428223
	Iteration 53Q: 3 clusters Score -1167556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1167556.375000 Penalty: 4568.428223
	Iteration 54Q: 3 clusters Score -1167556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1167557.500000 Penalty: 4568.428223
	Iteration 55Q: 3 clusters Score -1167558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1167559.625000 Penalty: 4568.428223
	Iteration 56Q: 3 clusters Score -1167560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1167560.000000 Penalty: 4568.428223
	Iteration 57Q: 3 clusters Score -1167560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1167561.125000 Penalty: 4568.428223
	Iteration 58Q: 3 clusters Score -1167561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1167561.875000 Penalty: 4568.428223
	Iteration 59Q: 3 clusters Score -1167562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1167561.875000 Penalty: 4568.428223
	Iteration 60F: 3 clusters Score -1167562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Entering Unmasked Estep 
Score: -568545.312500 Penalty: 2096.654785
	Iteration 0F: 2 clusters Score -568545.3 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 2384 members 
Entering Unmasked Estep 
Score: -564185.562500 Penalty: 4193.309570
	Iteration 0F: 3 clusters Score -564185.6 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -565207.500000 Penalty: 4193.309570
	Iteration 1F: 3 clusters Score -565207.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -565398.625000 Penalty: 4193.309570
	Iteration 2F: 3 clusters Score -565398.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -565501.000000 Penalty: 4193.309570
	Iteration 3Q: 3 clusters Score -565501 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -565575.937500 Penalty: 4193.309570
	Iteration 4Q: 3 clusters Score -565575.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -565641.062500 Penalty: 4193.309570
	Iteration 5Q: 3 clusters Score -565641.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -565684.875000 Penalty: 4193.309570
	Iteration 6Q: 3 clusters Score -565684.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -565716.937500 Penalty: 4193.309570
	Iteration 7Q: 3 clusters Score -565716.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -565743.937500 Penalty: 4193.309570
	Iteration 8Q: 3 clusters Score -565743.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -565771.687500 Penalty: 4193.309570
	Iteration 9Q: 3 clusters Score -565771.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -565794.062500 Penalty: 4193.309570
	Iteration 10Q: 3 clusters Score -565794.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -565810.812500 Penalty: 4193.309570
	Iteration 11Q: 3 clusters Score -565810.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -565828.687500 Penalty: 4193.309570
	Iteration 12Q: 3 clusters Score -565828.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -565851.062500 Penalty: 4193.309570
	Iteration 13Q: 3 clusters Score -565851.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -565871.812500 Penalty: 4193.309570
	Iteration 14Q: 3 clusters Score -565871.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -565894.875000 Penalty: 4193.309570
	Iteration 15Q: 3 clusters Score -565894.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -565910.437500 Penalty: 4193.309570
	Iteration 16Q: 3 clusters Score -565910.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -565928.812500 Penalty: 4193.309570
	Iteration 17Q: 3 clusters Score -565928.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -565945.625000 Penalty: 4193.309570
	Iteration 18Q: 3 clusters Score -565945.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -565962.812500 Penalty: 4193.309570
	Iteration 19Q: 3 clusters Score -565962.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -565986.312500 Penalty: 4193.309570
	Iteration 20F: 3 clusters Score -565986.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -566012.937500 Penalty: 4193.309570
	Iteration 21Q: 3 clusters Score -566012.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -566048.875000 Penalty: 4193.309570
	Iteration 22Q: 3 clusters Score -566048.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -566084.437500 Penalty: 4193.309570
	Iteration 23Q: 3 clusters Score -566084.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -566115.500000 Penalty: 4193.309570
	Iteration 24Q: 3 clusters Score -566115.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -566147.375000 Penalty: 4193.309570
	Iteration 25Q: 3 clusters Score -566147.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -566192.000000 Penalty: 4193.309570
	Iteration 26Q: 3 clusters Score -566192 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -566244.375000 Penalty: 4193.309570
	Iteration 27Q: 3 clusters Score -566244.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -566303.312500 Penalty: 4193.309570
	Iteration 28Q: 3 clusters Score -566303.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -566363.750000 Penalty: 4193.309570
	Iteration 29Q: 3 clusters Score -566363.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -566411.750000 Penalty: 4193.309570
	Iteration 30Q: 3 clusters Score -566411.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -566455.125000 Penalty: 4193.309570
	Iteration 31Q: 3 clusters Score -566455.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -566505.125000 Penalty: 4193.309570
	Iteration 32Q: 3 clusters Score -566505.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -566552.437500 Penalty: 4193.309570
	Iteration 33Q: 3 clusters Score -566552.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -566606.000000 Penalty: 4193.309570
	Iteration 34Q: 3 clusters Score -566606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -566641.875000 Penalty: 4193.309570
	Iteration 35Q: 3 clusters Score -566641.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -566673.937500 Penalty: 4193.309570
	Iteration 36Q: 3 clusters Score -566673.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -566698.187500 Penalty: 4193.309570
	Iteration 37Q: 3 clusters Score -566698.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -566718.750000 Penalty: 4193.309570
	Iteration 38Q: 3 clusters Score -566718.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -566735.250000 Penalty: 4193.309570
	Iteration 39Q: 3 clusters Score -566735.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -566750.812500 Penalty: 4193.309570
	Iteration 40F: 3 clusters Score -566750.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -566762.812500 Penalty: 4193.309570
	Iteration 41Q: 3 clusters Score -566762.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -566779.000000 Penalty: 4193.309570
	Iteration 42Q: 3 clusters Score -566779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -566791.312500 Penalty: 4193.309570
	Iteration 43Q: 3 clusters Score -566791.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -566807.000000 Penalty: 4193.309570
	Iteration 44Q: 3 clusters Score -566807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -566814.250000 Penalty: 4193.309570
	Iteration 45Q: 3 clusters Score -566814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -566819.875000 Penalty: 4193.309570
	Iteration 46Q: 3 clusters Score -566819.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -566823.625000 Penalty: 4193.309570
	Iteration 47Q: 3 clusters Score -566823.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -566827.687500 Penalty: 4193.309570
	Iteration 48Q: 3 clusters Score -566827.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -566830.687500 Penalty: 4193.309570
	Iteration 49Q: 3 clusters Score -566830.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -566834.562500 Penalty: 4193.309570
	Iteration 50Q: 3 clusters Score -566834.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -566834.562500 Penalty: 4193.309570
	Iteration 51F: 3 clusters Score -566834.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Entering Unmasked Estep 
Score: -5436298.000000 Penalty: 2659.118896
	Iteration 0F: 2 clusters Score -5436298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -5405566.500000 Penalty: 5318.237793
	Iteration 0F: 3 clusters Score -5405566 nChanged 20857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -5417240.000000 Penalty: 5318.237793
	Iteration 1F: 3 clusters Score -5417240 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -5417916.000000 Penalty: 5318.237793
	Iteration 2Q: 3 clusters Score -5417916 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -5418690.500000 Penalty: 5318.237793
	Iteration 3Q: 3 clusters Score -5418690 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -5419586.500000 Penalty: 5318.237793
	Iteration 4Q: 3 clusters Score -5419586 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -5420659.000000 Penalty: 5318.237793
	Iteration 5Q: 3 clusters Score -5420659 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -5422038.000000 Penalty: 5318.237793
	Iteration 6F: 3 clusters Score -5422038 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -5423797.000000 Penalty: 5318.237793
	Iteration 7F: 3 clusters Score -5423797 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -5426059.000000 Penalty: 5318.237793
	Iteration 8F: 3 clusters Score -5426059 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -5428621.500000 Penalty: 5318.237793
	Iteration 9F: 3 clusters Score -5428622 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -5430603.000000 Penalty: 5318.237793
	Iteration 10F: 3 clusters Score -5430603 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -5431586.500000 Penalty: 5318.237793
	Iteration 11Q: 3 clusters Score -5431586 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -5432102.000000 Penalty: 5318.237793
	Iteration 12Q: 3 clusters Score -5432102 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -5432416.000000 Penalty: 5318.237793
	Iteration 13Q: 3 clusters Score -5432416 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -5432645.000000 Penalty: 5318.237793
	Iteration 14Q: 3 clusters Score -5432645 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -5432805.500000 Penalty: 5318.237793
	Iteration 15Q: 3 clusters Score -5432806 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -5432942.000000 Penalty: 5318.237793
	Iteration 16Q: 3 clusters Score -5432942 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -5433067.000000 Penalty: 5318.237793
	Iteration 17Q: 3 clusters Score -5433067 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -5433114.000000 Penalty: 5318.237793
	Iteration 18Q: 3 clusters Score -5433114 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -5433199.500000 Penalty: 5318.237793
	Iteration 19Q: 3 clusters Score -5433200 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -5433319.000000 Penalty: 5318.237793
	Iteration 20F: 3 clusters Score -5433319 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -5433420.000000 Penalty: 5318.237793
	Iteration 21Q: 3 clusters Score -5433420 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -5433472.500000 Penalty: 5318.237793
	Iteration 22Q: 3 clusters Score -5433472 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -5433543.000000 Penalty: 5318.237793
	Iteration 23Q: 3 clusters Score -5433543 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -5433611.000000 Penalty: 5318.237793
	Iteration 24Q: 3 clusters Score -5433611 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -5433650.500000 Penalty: 5318.237793
	Iteration 25Q: 3 clusters Score -5433650 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -5433718.000000 Penalty: 5318.237793
	Iteration 26Q: 3 clusters Score -5433718 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -5433782.000000 Penalty: 5318.237793
	Iteration 27Q: 3 clusters Score -5433782 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -5433854.000000 Penalty: 5318.237793
	Iteration 28Q: 3 clusters Score -5433854 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -5433921.000000 Penalty: 5318.237793
	Iteration 29Q: 3 clusters Score -5433921 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -5433955.500000 Penalty: 5318.237793
	Iteration 30Q: 3 clusters Score -5433956 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -5433980.500000 Penalty: 5318.237793
	Iteration 31Q: 3 clusters Score -5433980 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -5434019.500000 Penalty: 5318.237793
	Iteration 32Q: 3 clusters Score -5434020 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -5434057.500000 Penalty: 5318.237793
	Iteration 33Q: 3 clusters Score -5434058 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -5434087.500000 Penalty: 5318.237793
	Iteration 34Q: 3 clusters Score -5434088 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -5434163.000000 Penalty: 5318.237793
	Iteration 35Q: 3 clusters Score -5434163 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -5434203.500000 Penalty: 5318.237793
	Iteration 36Q: 3 clusters Score -5434204 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -5434253.500000 Penalty: 5318.237793
	Iteration 37Q: 3 clusters Score -5434254 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -5434273.000000 Penalty: 5318.237793
	Iteration 38Q: 3 clusters Score -5434273 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -5434313.000000 Penalty: 5318.237793
	Iteration 39Q: 3 clusters Score -5434313 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -5434372.500000 Penalty: 5318.237793
	Iteration 40F: 3 clusters Score -5434372 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -5434385.500000 Penalty: 5318.237793
	Iteration 41Q: 3 clusters Score -5434386 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -5434421.000000 Penalty: 5318.237793
	Iteration 42Q: 3 clusters Score -5434421 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5434433.500000 Penalty: 5318.237793
	Iteration 43Q: 3 clusters Score -5434434 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -5434456.500000 Penalty: 5318.237793
	Iteration 44Q: 3 clusters Score -5434456 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -5434487.500000 Penalty: 5318.237793
	Iteration 45Q: 3 clusters Score -5434488 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -5434527.500000 Penalty: 5318.237793
	Iteration 46Q: 3 clusters Score -5434528 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -5434533.500000 Penalty: 5318.237793
	Iteration 47Q: 3 clusters Score -5434534 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -5434558.000000 Penalty: 5318.237793
	Iteration 48Q: 3 clusters Score -5434558 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -5434577.000000 Penalty: 5318.237793
	Iteration 49Q: 3 clusters Score -5434577 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -5434589.500000 Penalty: 5318.237793
	Iteration 50Q: 3 clusters Score -5434590 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -5434614.000000 Penalty: 5318.237793
	Iteration 51Q: 3 clusters Score -5434614 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -5434633.000000 Penalty: 5318.237793
	Iteration 52Q: 3 clusters Score -5434633 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -5434655.500000 Penalty: 5318.237793
	Iteration 53Q: 3 clusters Score -5434656 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -5434659.500000 Penalty: 5318.237793
	Iteration 54Q: 3 clusters Score -5434660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -5434682.000000 Penalty: 5318.237793
	Iteration 55Q: 3 clusters Score -5434682 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -5434679.500000 Penalty: 5318.237793
	Iteration 56Q: 3 clusters Score -5434680 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -5434669.500000 Penalty: 5318.237793
	Iteration 57Q: 3 clusters Score -5434670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -5434692.000000 Penalty: 5318.237793
	Iteration 58Q: 3 clusters Score -5434692 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5434693.000000 Penalty: 5318.237793
	Iteration 59Q: 3 clusters Score -5434693 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5434713.000000 Penalty: 5318.237793
	Iteration 60F: 3 clusters Score -5434713 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -5434734.000000 Penalty: 5318.237793
	Iteration 61Q: 3 clusters Score -5434734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -5434723.000000 Penalty: 5318.237793
	Iteration 62Q: 3 clusters Score -5434723 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -5434757.000000 Penalty: 5318.237793
	Iteration 63Q: 3 clusters Score -5434757 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -5434760.000000 Penalty: 5318.237793
	Iteration 64Q: 3 clusters Score -5434760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -5434779.000000 Penalty: 5318.237793
	Iteration 65Q: 3 clusters Score -5434779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -5434792.500000 Penalty: 5318.237793
	Iteration 66Q: 3 clusters Score -5434792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -5434814.500000 Penalty: 5318.237793
	Iteration 67Q: 3 clusters Score -5434814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -5434832.000000 Penalty: 5318.237793
	Iteration 68Q: 3 clusters Score -5434832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -5434824.000000 Penalty: 5318.237793
	Iteration 69Q: 3 clusters Score -5434824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -5434828.500000 Penalty: 5318.237793
	Iteration 70Q: 3 clusters Score -5434828 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -5434829.000000 Penalty: 5318.237793
	Iteration 71Q: 3 clusters Score -5434829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -5434836.500000 Penalty: 5318.237793
	Iteration 72Q: 3 clusters Score -5434836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -5434862.500000 Penalty: 5318.237793
	Iteration 73Q: 3 clusters Score -5434862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -5434880.000000 Penalty: 5318.237793
	Iteration 74Q: 3 clusters Score -5434880 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -5434895.000000 Penalty: 5318.237793
	Iteration 75Q: 3 clusters Score -5434895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -5434900.500000 Penalty: 5318.237793
	Iteration 76Q: 3 clusters Score -5434900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -5434895.500000 Penalty: 5318.237793
	Iteration 77Q: 3 clusters Score -5434896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -5434900.000000 Penalty: 5318.237793
	Iteration 78Q: 3 clusters Score -5434900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -5434917.500000 Penalty: 5318.237793
	Iteration 79Q: 3 clusters Score -5434918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5434926.000000 Penalty: 5318.237793
	Iteration 80F: 3 clusters Score -5434926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -5434933.000000 Penalty: 5318.237793
	Iteration 81Q: 3 clusters Score -5434933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -5434932.000000 Penalty: 5318.237793
	Iteration 82Q: 3 clusters Score -5434932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -5434936.000000 Penalty: 5318.237793
	Iteration 83Q: 3 clusters Score -5434936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -5434935.500000 Penalty: 5318.237793
	Iteration 84Q: 3 clusters Score -5434936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -5434939.000000 Penalty: 5318.237793
	Iteration 85Q: 3 clusters Score -5434939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -5434939.500000 Penalty: 5318.237793
	Iteration 86Q: 3 clusters Score -5434940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -5434946.000000 Penalty: 5318.237793
	Iteration 87Q: 3 clusters Score -5434946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -5434956.500000 Penalty: 5318.237793
	Iteration 88Q: 3 clusters Score -5434956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -5434966.500000 Penalty: 5318.237793
	Iteration 89Q: 3 clusters Score -5434966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -5434963.000000 Penalty: 5318.237793
	Iteration 90Q: 3 clusters Score -5434963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -5434963.000000 Penalty: 5318.237793
	Iteration 91Q: 3 clusters Score -5434963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -5434970.000000 Penalty: 5318.237793
	Iteration 92Q: 3 clusters Score -5434970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -5434958.000000 Penalty: 5318.237793
	Iteration 93Q: 3 clusters Score -5434958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -5434968.500000 Penalty: 5318.237793
	Iteration 94Q: 3 clusters Score -5434968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -5434967.000000 Penalty: 5318.237793
	Iteration 95Q: 3 clusters Score -5434967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -5434966.000000 Penalty: 5318.237793
	Iteration 96Q: 3 clusters Score -5434966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -5434963.500000 Penalty: 5318.237793
	Iteration 97Q: 3 clusters Score -5434964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -5434960.000000 Penalty: 5318.237793
	Iteration 98Q: 3 clusters Score -5434960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5434956.000000 Penalty: 5318.237793
	Iteration 99Q: 3 clusters Score -5434956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -5434953.500000 Penalty: 5318.237793
	Iteration 100F: 3 clusters Score -5434954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -5434959.500000 Penalty: 5318.237793
	Iteration 101Q: 3 clusters Score -5434960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -5434959.000000 Penalty: 5318.237793
	Iteration 102Q: 3 clusters Score -5434959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -5434965.500000 Penalty: 5318.237793
	Iteration 103Q: 3 clusters Score -5434966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -5434960.000000 Penalty: 5318.237793
	Iteration 104Q: 3 clusters Score -5434960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -5434961.000000 Penalty: 5318.237793
	Iteration 105Q: 3 clusters Score -5434961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -5434961.500000 Penalty: 5318.237793
	Iteration 106Q: 3 clusters Score -5434962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -5434956.500000 Penalty: 5318.237793
	Iteration 107Q: 3 clusters Score -5434956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -5434959.000000 Penalty: 5318.237793
	Iteration 108Q: 3 clusters Score -5434959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -5434963.000000 Penalty: 5318.237793
	Iteration 109Q: 3 clusters Score -5434963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -5434961.000000 Penalty: 5318.237793
	Iteration 110Q: 3 clusters Score -5434961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -5434961.000000 Penalty: 5318.237793
	Iteration 111F: 3 clusters Score -5434961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Entering Unmasked Estep 
Score: -568539.125000 Penalty: 2121.608887
	Iteration 0F: 2 clusters Score -568539.1 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 2564 members 
Entering Unmasked Estep 
Score: -563988.125000 Penalty: 4243.217773
	Iteration 0F: 3 clusters Score -563988.1 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -565294.562500 Penalty: 4243.217773
	Iteration 1F: 3 clusters Score -565294.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -565853.437500 Penalty: 4243.217773
	Iteration 2F: 3 clusters Score -565853.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -566338.750000 Penalty: 4243.217773
	Iteration 3F: 3 clusters Score -566338.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -566644.250000 Penalty: 4243.217773
	Iteration 4F: 3 clusters Score -566644.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -566818.687500 Penalty: 4243.217773
	Iteration 5Q: 3 clusters Score -566818.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -566921.250000 Penalty: 4243.217773
	Iteration 6Q: 3 clusters Score -566921.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -566986.062500 Penalty: 4243.217773
	Iteration 7Q: 3 clusters Score -566986.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -567040.375000 Penalty: 4243.217773
	Iteration 8Q: 3 clusters Score -567040.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -567071.000000 Penalty: 4243.217773
	Iteration 9Q: 3 clusters Score -567071 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -567099.062500 Penalty: 4243.217773
	Iteration 10Q: 3 clusters Score -567099.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -567121.000000 Penalty: 4243.217773
	Iteration 11Q: 3 clusters Score -567121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -567135.750000 Penalty: 4243.217773
	Iteration 12Q: 3 clusters Score -567135.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -567153.750000 Penalty: 4243.217773
	Iteration 13Q: 3 clusters Score -567153.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -567175.875000 Penalty: 4243.217773
	Iteration 14Q: 3 clusters Score -567175.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -567202.562500 Penalty: 4243.217773
	Iteration 15Q: 3 clusters Score -567202.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -567242.937500 Penalty: 4243.217773
	Iteration 16Q: 3 clusters Score -567242.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -567288.625000 Penalty: 4243.217773
	Iteration 17Q: 3 clusters Score -567288.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -567358.562500 Penalty: 4243.217773
	Iteration 18Q: 3 clusters Score -567358.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -567413.125000 Penalty: 4243.217773
	Iteration 19Q: 3 clusters Score -567413.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -567453.187500 Penalty: 4243.217773
	Iteration 20F: 3 clusters Score -567453.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -567482.812500 Penalty: 4243.217773
	Iteration 21Q: 3 clusters Score -567482.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -567508.125000 Penalty: 4243.217773
	Iteration 22Q: 3 clusters Score -567508.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -567523.000000 Penalty: 4243.217773
	Iteration 23Q: 3 clusters Score -567523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -567534.562500 Penalty: 4243.217773
	Iteration 24Q: 3 clusters Score -567534.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -567544.875000 Penalty: 4243.217773
	Iteration 25Q: 3 clusters Score -567544.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -567555.375000 Penalty: 4243.217773
	Iteration 26Q: 3 clusters Score -567555.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -567562.437500 Penalty: 4243.217773
	Iteration 27Q: 3 clusters Score -567562.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -567569.625000 Penalty: 4243.217773
	Iteration 28Q: 3 clusters Score -567569.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -567573.812500 Penalty: 4243.217773
	Iteration 29Q: 3 clusters Score -567573.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -567577.187500 Penalty: 4243.217773
	Iteration 30Q: 3 clusters Score -567577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -567579.687500 Penalty: 4243.217773
	Iteration 31Q: 3 clusters Score -567579.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -567581.000000 Penalty: 4243.217773
	Iteration 32Q: 3 clusters Score -567581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -567583.125000 Penalty: 4243.217773
	Iteration 33Q: 3 clusters Score -567583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -567584.000000 Penalty: 4243.217773
	Iteration 34Q: 3 clusters Score -567584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -567583.875000 Penalty: 4243.217773
	Iteration 35Q: 3 clusters Score -567583.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -567583.875000 Penalty: 4243.217773
	Iteration 36F: 3 clusters Score -567583.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Entering Unmasked Estep 
Score: -1344326.000000 Penalty: 2316.790039
	Iteration 0F: 2 clusters Score -1344326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1335729.000000 Penalty: 4633.580078
	Iteration 0F: 3 clusters Score -1335729 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1338342.000000 Penalty: 4633.580078
	Iteration 1F: 3 clusters Score -1338342 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1338708.125000 Penalty: 4633.580078
	Iteration 2F: 3 clusters Score -1338708 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1339031.250000 Penalty: 4633.580078
	Iteration 3F: 3 clusters Score -1339031 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1339351.375000 Penalty: 4633.580078
	Iteration 4F: 3 clusters Score -1339351 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1339647.750000 Penalty: 4633.580078
	Iteration 5Q: 3 clusters Score -1339648 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1339958.250000 Penalty: 4633.580078
	Iteration 6Q: 3 clusters Score -1339958 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1340271.125000 Penalty: 4633.580078
	Iteration 7Q: 3 clusters Score -1340271 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1340595.500000 Penalty: 4633.580078
	Iteration 8Q: 3 clusters Score -1340596 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1340911.500000 Penalty: 4633.580078
	Iteration 9Q: 3 clusters Score -1340912 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1341221.625000 Penalty: 4633.580078
	Iteration 10Q: 3 clusters Score -1341222 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1341476.750000 Penalty: 4633.580078
	Iteration 11Q: 3 clusters Score -1341477 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1341691.750000 Penalty: 4633.580078
	Iteration 12Q: 3 clusters Score -1341692 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1341842.000000 Penalty: 4633.580078
	Iteration 13Q: 3 clusters Score -1341842 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1341959.500000 Penalty: 4633.580078
	Iteration 14Q: 3 clusters Score -1341960 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1342038.500000 Penalty: 4633.580078
	Iteration 15Q: 3 clusters Score -1342038 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1342091.375000 Penalty: 4633.580078
	Iteration 16Q: 3 clusters Score -1342091 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1342137.250000 Penalty: 4633.580078
	Iteration 17Q: 3 clusters Score -1342137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1342171.250000 Penalty: 4633.580078
	Iteration 18Q: 3 clusters Score -1342171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1342188.375000 Penalty: 4633.580078
	Iteration 19Q: 3 clusters Score -1342188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1342201.875000 Penalty: 4633.580078
	Iteration 20F: 3 clusters Score -1342202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1342210.750000 Penalty: 4633.580078
	Iteration 21Q: 3 clusters Score -1342211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1342220.125000 Penalty: 4633.580078
	Iteration 22Q: 3 clusters Score -1342220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1342225.500000 Penalty: 4633.580078
	Iteration 23Q: 3 clusters Score -1342226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1342240.375000 Penalty: 4633.580078
	Iteration 24Q: 3 clusters Score -1342240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1342247.375000 Penalty: 4633.580078
	Iteration 25Q: 3 clusters Score -1342247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1342259.250000 Penalty: 4633.580078
	Iteration 26Q: 3 clusters Score -1342259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1342269.750000 Penalty: 4633.580078
	Iteration 27Q: 3 clusters Score -1342270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1342272.125000 Penalty: 4633.580078
	Iteration 28Q: 3 clusters Score -1342272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1342279.000000 Penalty: 4633.580078
	Iteration 29Q: 3 clusters Score -1342279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1342288.875000 Penalty: 4633.580078
	Iteration 30Q: 3 clusters Score -1342289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1342297.500000 Penalty: 4633.580078
	Iteration 31Q: 3 clusters Score -1342298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1342302.375000 Penalty: 4633.580078
	Iteration 32Q: 3 clusters Score -1342302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1342310.000000 Penalty: 4633.580078
	Iteration 33Q: 3 clusters Score -1342310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1342318.375000 Penalty: 4633.580078
	Iteration 34Q: 3 clusters Score -1342318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1342330.875000 Penalty: 4633.580078
	Iteration 35Q: 3 clusters Score -1342331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1342341.000000 Penalty: 4633.580078
	Iteration 36Q: 3 clusters Score -1342341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1342344.625000 Penalty: 4633.580078
	Iteration 37Q: 3 clusters Score -1342345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1342348.625000 Penalty: 4633.580078
	Iteration 38Q: 3 clusters Score -1342349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1342349.625000 Penalty: 4633.580078
	Iteration 39Q: 3 clusters Score -1342350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1342350.000000 Penalty: 4633.580078
	Iteration 40F: 3 clusters Score -1342350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1342349.750000 Penalty: 4633.580078
	Iteration 41Q: 3 clusters Score -1342350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1342351.125000 Penalty: 4633.580078
	Iteration 42Q: 3 clusters Score -1342351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1342351.375000 Penalty: 4633.580078
	Iteration 43Q: 3 clusters Score -1342351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1342355.375000 Penalty: 4633.580078
	Iteration 44Q: 3 clusters Score -1342355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1342356.000000 Penalty: 4633.580078
	Iteration 45Q: 3 clusters Score -1342356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1342356.875000 Penalty: 4633.580078
	Iteration 46Q: 3 clusters Score -1342357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1342355.000000 Penalty: 4633.580078
	Iteration 47Q: 3 clusters Score -1342355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1342356.875000 Penalty: 4633.580078
	Iteration 48Q: 3 clusters Score -1342357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1342359.125000 Penalty: 4633.580078
	Iteration 49Q: 3 clusters Score -1342359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1342359.125000 Penalty: 4633.580078
	Iteration 50F: 3 clusters Score -1342359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Entering Unmasked Estep 
Score: -4593589.000000 Penalty: 2616.721680
	Iteration 0F: 2 clusters Score -4593589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -4567595.500000 Penalty: 5233.443359
	Iteration 0F: 3 clusters Score -4567596 nChanged 17431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4577198.500000 Penalty: 5233.443359
	Iteration 1F: 3 clusters Score -4577198 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4577877.500000 Penalty: 5233.443359
	Iteration 2Q: 3 clusters Score -4577878 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -4578666.000000 Penalty: 5233.443359
	Iteration 3Q: 3 clusters Score -4578666 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -4579871.500000 Penalty: 5233.443359
	Iteration 4F: 3 clusters Score -4579872 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -4581725.000000 Penalty: 5233.443359
	Iteration 5F: 3 clusters Score -4581725 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -4584236.000000 Penalty: 5233.443359
	Iteration 6F: 3 clusters Score -4584236 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -4586791.500000 Penalty: 5233.443359
	Iteration 7F: 3 clusters Score -4586792 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4588737.000000 Penalty: 5233.443359
	Iteration 8F: 3 clusters Score -4588737 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -4589930.500000 Penalty: 5233.443359
	Iteration 9Q: 3 clusters Score -4589930 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -4590490.500000 Penalty: 5233.443359
	Iteration 10Q: 3 clusters Score -4590490 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -4590744.500000 Penalty: 5233.443359
	Iteration 11Q: 3 clusters Score -4590744 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4590886.500000 Penalty: 5233.443359
	Iteration 12Q: 3 clusters Score -4590886 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4590959.000000 Penalty: 5233.443359
	Iteration 13Q: 3 clusters Score -4590959 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4591040.000000 Penalty: 5233.443359
	Iteration 14Q: 3 clusters Score -4591040 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4591083.000000 Penalty: 5233.443359
	Iteration 15Q: 3 clusters Score -4591083 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4591122.000000 Penalty: 5233.443359
	Iteration 16Q: 3 clusters Score -4591122 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4591147.500000 Penalty: 5233.443359
	Iteration 17Q: 3 clusters Score -4591148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4591156.000000 Penalty: 5233.443359
	Iteration 18Q: 3 clusters Score -4591156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4591187.000000 Penalty: 5233.443359
	Iteration 19Q: 3 clusters Score -4591187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4591193.500000 Penalty: 5233.443359
	Iteration 20F: 3 clusters Score -4591194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4591215.500000 Penalty: 5233.443359
	Iteration 21Q: 3 clusters Score -4591216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4591221.000000 Penalty: 5233.443359
	Iteration 22Q: 3 clusters Score -4591221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4591242.500000 Penalty: 5233.443359
	Iteration 23Q: 3 clusters Score -4591242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4591238.000000 Penalty: 5233.443359
	Iteration 24Q: 3 clusters Score -4591238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4591248.000000 Penalty: 5233.443359
	Iteration 25Q: 3 clusters Score -4591248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4591276.000000 Penalty: 5233.443359
	Iteration 26Q: 3 clusters Score -4591276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4591277.500000 Penalty: 5233.443359
	Iteration 27Q: 3 clusters Score -4591278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4591294.000000 Penalty: 5233.443359
	Iteration 28Q: 3 clusters Score -4591294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4591294.500000 Penalty: 5233.443359
	Iteration 29Q: 3 clusters Score -4591294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4591311.000000 Penalty: 5233.443359
	Iteration 30Q: 3 clusters Score -4591311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4591312.000000 Penalty: 5233.443359
	Iteration 31Q: 3 clusters Score -4591312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4591312.000000 Penalty: 5233.443359
	Iteration 32Q: 3 clusters Score -4591312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4591320.000000 Penalty: 5233.443359
	Iteration 33Q: 3 clusters Score -4591320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4591325.500000 Penalty: 5233.443359
	Iteration 34Q: 3 clusters Score -4591326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4591345.500000 Penalty: 5233.443359
	Iteration 35Q: 3 clusters Score -4591346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4591340.500000 Penalty: 5233.443359
	Iteration 36Q: 3 clusters Score -4591340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4591345.000000 Penalty: 5233.443359
	Iteration 37Q: 3 clusters Score -4591345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4591360.000000 Penalty: 5233.443359
	Iteration 38Q: 3 clusters Score -4591360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4591359.500000 Penalty: 5233.443359
	Iteration 39Q: 3 clusters Score -4591360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4591359.000000 Penalty: 5233.443359
	Iteration 40F: 3 clusters Score -4591359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4591360.000000 Penalty: 5233.443359
	Iteration 41Q: 3 clusters Score -4591360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4591362.500000 Penalty: 5233.443359
	Iteration 42Q: 3 clusters Score -4591362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4591365.000000 Penalty: 5233.443359
	Iteration 43Q: 3 clusters Score -4591365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4591372.000000 Penalty: 5233.443359
	Iteration 44Q: 3 clusters Score -4591372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4591373.500000 Penalty: 5233.443359
	Iteration 45Q: 3 clusters Score -4591374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4591378.500000 Penalty: 5233.443359
	Iteration 46Q: 3 clusters Score -4591378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4591376.000000 Penalty: 5233.443359
	Iteration 47Q: 3 clusters Score -4591376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4591377.000000 Penalty: 5233.443359
	Iteration 48Q: 3 clusters Score -4591377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4591379.000000 Penalty: 5233.443359
	Iteration 49Q: 3 clusters Score -4591379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4591382.000000 Penalty: 5233.443359
	Iteration 50Q: 3 clusters Score -4591382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4591386.500000 Penalty: 5233.443359
	Iteration 51Q: 3 clusters Score -4591386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4591386.500000 Penalty: 5233.443359
	Iteration 52F: 3 clusters Score -4591386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Entering Unmasked Estep 
Score: -1534795.125000 Penalty: 2351.736084
	Iteration 0F: 2 clusters Score -1534795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1525255.250000 Penalty: 4703.472168
	Iteration 0F: 3 clusters Score -1525255 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1528203.500000 Penalty: 4703.472168
	Iteration 1F: 3 clusters Score -1528204 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1528740.000000 Penalty: 4703.472168
	Iteration 2F: 3 clusters Score -1528740 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1529331.500000 Penalty: 4703.472168
	Iteration 3F: 3 clusters Score -1529332 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1530038.625000 Penalty: 4703.472168
	Iteration 4F: 3 clusters Score -1530039 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1530762.125000 Penalty: 4703.472168
	Iteration 5F: 3 clusters Score -1530762 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1531409.750000 Penalty: 4703.472168
	Iteration 6F: 3 clusters Score -1531410 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1531977.750000 Penalty: 4703.472168
	Iteration 7F: 3 clusters Score -1531978 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1532409.250000 Penalty: 4703.472168
	Iteration 8Q: 3 clusters Score -1532409 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1532673.375000 Penalty: 4703.472168
	Iteration 9Q: 3 clusters Score -1532673 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1532843.625000 Penalty: 4703.472168
	Iteration 10Q: 3 clusters Score -1532844 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1532950.000000 Penalty: 4703.472168
	Iteration 11Q: 3 clusters Score -1532950 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1533030.250000 Penalty: 4703.472168
	Iteration 12Q: 3 clusters Score -1533030 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1533077.875000 Penalty: 4703.472168
	Iteration 13Q: 3 clusters Score -1533078 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1533110.125000 Penalty: 4703.472168
	Iteration 14Q: 3 clusters Score -1533110 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1533135.875000 Penalty: 4703.472168
	Iteration 15Q: 3 clusters Score -1533136 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1533152.250000 Penalty: 4703.472168
	Iteration 16Q: 3 clusters Score -1533152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1533171.750000 Penalty: 4703.472168
	Iteration 17Q: 3 clusters Score -1533172 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1533189.875000 Penalty: 4703.472168
	Iteration 18Q: 3 clusters Score -1533190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1533206.375000 Penalty: 4703.472168
	Iteration 19Q: 3 clusters Score -1533206 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1533217.125000 Penalty: 4703.472168
	Iteration 20F: 3 clusters Score -1533217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1533226.625000 Penalty: 4703.472168
	Iteration 21Q: 3 clusters Score -1533227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1533229.750000 Penalty: 4703.472168
	Iteration 22Q: 3 clusters Score -1533230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1533233.500000 Penalty: 4703.472168
	Iteration 23Q: 3 clusters Score -1533234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1533243.000000 Penalty: 4703.472168
	Iteration 24Q: 3 clusters Score -1533243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1533242.000000 Penalty: 4703.472168
	Iteration 25Q: 3 clusters Score -1533242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1533246.500000 Penalty: 4703.472168
	Iteration 26Q: 3 clusters Score -1533246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1533253.000000 Penalty: 4703.472168
	Iteration 27Q: 3 clusters Score -1533253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1533256.875000 Penalty: 4703.472168
	Iteration 28Q: 3 clusters Score -1533257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1533255.750000 Penalty: 4703.472168
	Iteration 29Q: 3 clusters Score -1533256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1533260.000000 Penalty: 4703.472168
	Iteration 30Q: 3 clusters Score -1533260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1533257.875000 Penalty: 4703.472168
	Iteration 31Q: 3 clusters Score -1533258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1533258.125000 Penalty: 4703.472168
	Iteration 32Q: 3 clusters Score -1533258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1533260.375000 Penalty: 4703.472168
	Iteration 33Q: 3 clusters Score -1533260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1533265.750000 Penalty: 4703.472168
	Iteration 34Q: 3 clusters Score -1533266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1533267.000000 Penalty: 4703.472168
	Iteration 35Q: 3 clusters Score -1533267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1533267.000000 Penalty: 4703.472168
	Iteration 36Q: 3 clusters Score -1533267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1533269.125000 Penalty: 4703.472168
	Iteration 37Q: 3 clusters Score -1533269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1533270.250000 Penalty: 4703.472168
	Iteration 38Q: 3 clusters Score -1533270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1533268.500000 Penalty: 4703.472168
	Iteration 39Q: 3 clusters Score -1533268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1533271.250000 Penalty: 4703.472168
	Iteration 40F: 3 clusters Score -1533271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1533272.000000 Penalty: 4703.472168
	Iteration 41Q: 3 clusters Score -1533272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1533272.000000 Penalty: 4703.472168
	Iteration 42Q: 3 clusters Score -1533272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1533273.500000 Penalty: 4703.472168
	Iteration 43Q: 3 clusters Score -1533274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1533272.375000 Penalty: 4703.472168
	Iteration 44Q: 3 clusters Score -1533272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1533271.375000 Penalty: 4703.472168
	Iteration 45Q: 3 clusters Score -1533271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1533272.875000 Penalty: 4703.472168
	Iteration 46Q: 3 clusters Score -1533273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1533273.875000 Penalty: 4703.472168
	Iteration 47Q: 3 clusters Score -1533274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1533271.750000 Penalty: 4703.472168
	Iteration 48Q: 3 clusters Score -1533272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1533271.750000 Penalty: 4703.472168
	Iteration 49F: 3 clusters Score -1533272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (156674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156674 members 
Entering Unmasked Estep 
Score: -18664686.000000 Penalty: 2966.556885
	Iteration 0F: 2 clusters Score -1.866469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78308 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -18560196.000000 Penalty: 5933.113770
	Iteration 0F: 3 clusters Score -1.85602e+07 nChanged 74881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78267 members 
Mstep: Class 2 contains 78407 members 
Entering Unmasked Estep 
Score: -18603358.000000 Penalty: 5933.113770
	Iteration 1F: 3 clusters Score -1.860336e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 78273 members 
Entering Unmasked Estep 
Score: -18604154.000000 Penalty: 5933.113770
	Iteration 2Q: 3 clusters Score -1.860415e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -18605154.000000 Penalty: 5933.113770
	Iteration 3Q: 3 clusters Score -1.860515e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 77930 members 
Entering Unmasked Estep 
Score: -18606344.000000 Penalty: 5933.113770
	Iteration 4Q: 3 clusters Score -1.860634e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78812 members 
Mstep: Class 2 contains 77862 members 
Entering Unmasked Estep 
Score: -18607668.000000 Penalty: 5933.113770
	Iteration 5Q: 3 clusters Score -1.860767e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -18609346.000000 Penalty: 5933.113770
	Iteration 6Q: 3 clusters Score -1.860935e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -18611640.000000 Penalty: 5933.113770
	Iteration 7Q: 3 clusters Score -1.861164e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -18615008.000000 Penalty: 5933.113770
	Iteration 8Q: 3 clusters Score -1.861501e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -18619462.000000 Penalty: 5933.113770
	Iteration 9F: 3 clusters Score -1.861946e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73528 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -18626180.000000 Penalty: 5933.113770
	Iteration 10F: 3 clusters Score -1.862618e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70002 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -18634394.000000 Penalty: 5933.113770
	Iteration 11F: 3 clusters Score -1.863439e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -18640940.000000 Penalty: 5933.113770
	Iteration 12F: 3 clusters Score -1.864094e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 93532 members 
Entering Unmasked Estep 
Score: -18644368.000000 Penalty: 5933.113770
	Iteration 13Q: 3 clusters Score -1.864437e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 96612 members 
Entering Unmasked Estep 
Score: -18646362.000000 Penalty: 5933.113770
	Iteration 14Q: 3 clusters Score -1.864636e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 99705 members 
Entering Unmasked Estep 
Score: -18648368.000000 Penalty: 5933.113770
	Iteration 15Q: 3 clusters Score -1.864837e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 102736 members 
Entering Unmasked Estep 
Score: -18650048.000000 Penalty: 5933.113770
	Iteration 16Q: 3 clusters Score -1.865005e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 105695 members 
Entering Unmasked Estep 
Score: -18651618.000000 Penalty: 5933.113770
	Iteration 17Q: 3 clusters Score -1.865162e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -18653076.000000 Penalty: 5933.113770
	Iteration 18Q: 3 clusters Score -1.865308e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 111179 members 
Entering Unmasked Estep 
Score: -18654412.000000 Penalty: 5933.113770
	Iteration 19Q: 3 clusters Score -1.865441e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 113654 members 
Entering Unmasked Estep 
Score: -18655456.000000 Penalty: 5933.113770
	Iteration 20F: 3 clusters Score -1.865546e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 115886 members 
Entering Unmasked Estep 
Score: -18656324.000000 Penalty: 5933.113770
	Iteration 21Q: 3 clusters Score -1.865632e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 117896 members 
Entering Unmasked Estep 
Score: -18656936.000000 Penalty: 5933.113770
	Iteration 22Q: 3 clusters Score -1.865694e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 119624 members 
Entering Unmasked Estep 
Score: -18657286.000000 Penalty: 5933.113770
	Iteration 23Q: 3 clusters Score -1.865729e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 121191 members 
Entering Unmasked Estep 
Score: -18657682.000000 Penalty: 5933.113770
	Iteration 24Q: 3 clusters Score -1.865768e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 122565 members 
Entering Unmasked Estep 
Score: -18657908.000000 Penalty: 5933.113770
	Iteration 25Q: 3 clusters Score -1.865791e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 123794 members 
Entering Unmasked Estep 
Score: -18658244.000000 Penalty: 5933.113770
	Iteration 26Q: 3 clusters Score -1.865824e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 124890 members 
Entering Unmasked Estep 
Score: -18658476.000000 Penalty: 5933.113770
	Iteration 27Q: 3 clusters Score -1.865848e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 125890 members 
Entering Unmasked Estep 
Score: -18658642.000000 Penalty: 5933.113770
	Iteration 28Q: 3 clusters Score -1.865864e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 126796 members 
Entering Unmasked Estep 
Score: -18658758.000000 Penalty: 5933.113770
	Iteration 29Q: 3 clusters Score -1.865876e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 127610 members 
Entering Unmasked Estep 
Score: -18658850.000000 Penalty: 5933.113770
	Iteration 30Q: 3 clusters Score -1.865885e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 128333 members 
Entering Unmasked Estep 
Score: -18658940.000000 Penalty: 5933.113770
	Iteration 31Q: 3 clusters Score -1.865894e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 128972 members 
Entering Unmasked Estep 
Score: -18658944.000000 Penalty: 5933.113770
	Iteration 32Q: 3 clusters Score -1.865894e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 129550 members 
Entering Unmasked Estep 
Score: -18659028.000000 Penalty: 5933.113770
	Iteration 33Q: 3 clusters Score -1.865903e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 130084 members 
Entering Unmasked Estep 
Score: -18659118.000000 Penalty: 5933.113770
	Iteration 34Q: 3 clusters Score -1.865912e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 130617 members 
Entering Unmasked Estep 
Score: -18659170.000000 Penalty: 5933.113770
	Iteration 35Q: 3 clusters Score -1.865917e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 131121 members 
Entering Unmasked Estep 
Score: -18659232.000000 Penalty: 5933.113770
	Iteration 36Q: 3 clusters Score -1.865923e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 131608 members 
Entering Unmasked Estep 
Score: -18659330.000000 Penalty: 5933.113770
	Iteration 37Q: 3 clusters Score -1.865933e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 132092 members 
Entering Unmasked Estep 
Score: -18659380.000000 Penalty: 5933.113770
	Iteration 38Q: 3 clusters Score -1.865938e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 132564 members 
Entering Unmasked Estep 
Score: -18659514.000000 Penalty: 5933.113770
	Iteration 39Q: 3 clusters Score -1.865951e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 133015 members 
Entering Unmasked Estep 
Score: -18659534.000000 Penalty: 5933.113770
	Iteration 40F: 3 clusters Score -1.865953e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 133450 members 
Entering Unmasked Estep 
Score: -18659548.000000 Penalty: 5933.113770
	Iteration 41Q: 3 clusters Score -1.865955e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 133854 members 
Entering Unmasked Estep 
Score: -18659562.000000 Penalty: 5933.113770
	Iteration 42Q: 3 clusters Score -1.865956e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 134238 members 
Entering Unmasked Estep 
Score: -18659592.000000 Penalty: 5933.113770
	Iteration 43Q: 3 clusters Score -1.865959e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 134581 members 
Entering Unmasked Estep 
Score: -18659646.000000 Penalty: 5933.113770
	Iteration 44Q: 3 clusters Score -1.865965e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 134904 members 
Entering Unmasked Estep 
Score: -18659700.000000 Penalty: 5933.113770
	Iteration 45Q: 3 clusters Score -1.86597e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 135186 members 
Entering Unmasked Estep 
Score: -18659740.000000 Penalty: 5933.113770
	Iteration 46Q: 3 clusters Score -1.865974e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 135474 members 
Entering Unmasked Estep 
Score: -18659732.000000 Penalty: 5933.113770
	Iteration 47Q: 3 clusters Score -1.865973e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 135696 members 
Entering Unmasked Estep 
Score: -18659748.000000 Penalty: 5933.113770
	Iteration 48Q: 3 clusters Score -1.865975e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 135894 members 
Entering Unmasked Estep 
Score: -18659766.000000 Penalty: 5933.113770
	Iteration 49Q: 3 clusters Score -1.865977e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 136096 members 
Entering Unmasked Estep 
Score: -18659804.000000 Penalty: 5933.113770
	Iteration 50Q: 3 clusters Score -1.86598e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 136297 members 
Entering Unmasked Estep 
Score: -18659742.000000 Penalty: 5933.113770
	Iteration 51Q: 3 clusters Score -1.865974e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 136488 members 
Entering Unmasked Estep 
Score: -18659778.000000 Penalty: 5933.113770
	Iteration 52Q: 3 clusters Score -1.865978e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 136665 members 
Entering Unmasked Estep 
Score: -18659776.000000 Penalty: 5933.113770
	Iteration 53Q: 3 clusters Score -1.865978e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 136859 members 
Entering Unmasked Estep 
Score: -18659826.000000 Penalty: 5933.113770
	Iteration 54Q: 3 clusters Score -1.865983e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 137062 members 
Entering Unmasked Estep 
Score: -18659884.000000 Penalty: 5933.113770
	Iteration 55Q: 3 clusters Score -1.865988e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 137249 members 
Entering Unmasked Estep 
Score: -18659906.000000 Penalty: 5933.113770
	Iteration 56Q: 3 clusters Score -1.865991e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 137432 members 
Entering Unmasked Estep 
Score: -18659900.000000 Penalty: 5933.113770
	Iteration 57Q: 3 clusters Score -1.86599e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 137613 members 
Entering Unmasked Estep 
Score: -18659916.000000 Penalty: 5933.113770
	Iteration 58Q: 3 clusters Score -1.865992e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 137787 members 
Entering Unmasked Estep 
Score: -18659914.000000 Penalty: 5933.113770
	Iteration 59Q: 3 clusters Score -1.865991e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 137958 members 
Entering Unmasked Estep 
Score: -18659878.000000 Penalty: 5933.113770
	Iteration 60F: 3 clusters Score -1.865988e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 138133 members 
Entering Unmasked Estep 
Score: -18659916.000000 Penalty: 5933.113770
	Iteration 61Q: 3 clusters Score -1.865992e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 138320 members 
Entering Unmasked Estep 
Score: -18659916.000000 Penalty: 5933.113770
	Iteration 62Q: 3 clusters Score -1.865992e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 138498 members 
Entering Unmasked Estep 
Score: -18659972.000000 Penalty: 5933.113770
	Iteration 63Q: 3 clusters Score -1.865997e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 138702 members 
Entering Unmasked Estep 
Score: -18659956.000000 Penalty: 5933.113770
	Iteration 64Q: 3 clusters Score -1.865996e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 138899 members 
Entering Unmasked Estep 
Score: -18659970.000000 Penalty: 5933.113770
	Iteration 65Q: 3 clusters Score -1.865997e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 139080 members 
Entering Unmasked Estep 
Score: -18659994.000000 Penalty: 5933.113770
	Iteration 66Q: 3 clusters Score -1.865999e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 139263 members 
Entering Unmasked Estep 
Score: -18659986.000000 Penalty: 5933.113770
	Iteration 67Q: 3 clusters Score -1.865999e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 139455 members 
Entering Unmasked Estep 
Score: -18660024.000000 Penalty: 5933.113770
	Iteration 68Q: 3 clusters Score -1.866002e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 139625 members 
Entering Unmasked Estep 
Score: -18660024.000000 Penalty: 5933.113770
	Iteration 69Q: 3 clusters Score -1.866002e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 139798 members 
Entering Unmasked Estep 
Score: -18660016.000000 Penalty: 5933.113770
	Iteration 70Q: 3 clusters Score -1.866002e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 139939 members 
Entering Unmasked Estep 
Score: -18660044.000000 Penalty: 5933.113770
	Iteration 71Q: 3 clusters Score -1.866004e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 140076 members 
Entering Unmasked Estep 
Score: -18660072.000000 Penalty: 5933.113770
	Iteration 72Q: 3 clusters Score -1.866007e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 140194 members 
Entering Unmasked Estep 
Score: -18660112.000000 Penalty: 5933.113770
	Iteration 73Q: 3 clusters Score -1.866011e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 140310 members 
Entering Unmasked Estep 
Score: -18660082.000000 Penalty: 5933.113770
	Iteration 74Q: 3 clusters Score -1.866008e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 140434 members 
Entering Unmasked Estep 
Score: -18660138.000000 Penalty: 5933.113770
	Iteration 75Q: 3 clusters Score -1.866014e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 140572 members 
Entering Unmasked Estep 
Score: -18660162.000000 Penalty: 5933.113770
	Iteration 76Q: 3 clusters Score -1.866016e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 140719 members 
Entering Unmasked Estep 
Score: -18660174.000000 Penalty: 5933.113770
	Iteration 77Q: 3 clusters Score -1.866017e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 140851 members 
Entering Unmasked Estep 
Score: -18660158.000000 Penalty: 5933.113770
	Iteration 78Q: 3 clusters Score -1.866016e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 140983 members 
Entering Unmasked Estep 
Score: -18660190.000000 Penalty: 5933.113770
	Iteration 79Q: 3 clusters Score -1.866019e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 141104 members 
Entering Unmasked Estep 
Score: -18660248.000000 Penalty: 5933.113770
	Iteration 80F: 3 clusters Score -1.866025e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 141207 members 
Entering Unmasked Estep 
Score: -18660242.000000 Penalty: 5933.113770
	Iteration 81Q: 3 clusters Score -1.866024e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 141317 members 
Entering Unmasked Estep 
Score: -18660268.000000 Penalty: 5933.113770
	Iteration 82Q: 3 clusters Score -1.866027e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 141432 members 
Entering Unmasked Estep 
Score: -18660266.000000 Penalty: 5933.113770
	Iteration 83Q: 3 clusters Score -1.866027e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 141578 members 
Entering Unmasked Estep 
Score: -18660290.000000 Penalty: 5933.113770
	Iteration 84Q: 3 clusters Score -1.866029e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 141711 members 
Entering Unmasked Estep 
Score: -18660334.000000 Penalty: 5933.113770
	Iteration 85Q: 3 clusters Score -1.866033e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 141853 members 
Entering Unmasked Estep 
Score: -18660346.000000 Penalty: 5933.113770
	Iteration 86Q: 3 clusters Score -1.866035e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 141990 members 
Entering Unmasked Estep 
Score: -18660314.000000 Penalty: 5933.113770
	Iteration 87Q: 3 clusters Score -1.866031e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 142118 members 
Entering Unmasked Estep 
Score: -18660322.000000 Penalty: 5933.113770
	Iteration 88Q: 3 clusters Score -1.866032e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 142233 members 
Entering Unmasked Estep 
Score: -18660344.000000 Penalty: 5933.113770
	Iteration 89Q: 3 clusters Score -1.866034e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 142336 members 
Entering Unmasked Estep 
Score: -18660368.000000 Penalty: 5933.113770
	Iteration 90Q: 3 clusters Score -1.866037e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 142449 members 
Entering Unmasked Estep 
Score: -18660404.000000 Penalty: 5933.113770
	Iteration 91Q: 3 clusters Score -1.86604e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 142560 members 
Entering Unmasked Estep 
Score: -18660424.000000 Penalty: 5933.113770
	Iteration 92Q: 3 clusters Score -1.866042e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 142676 members 
Entering Unmasked Estep 
Score: -18660358.000000 Penalty: 5933.113770
	Iteration 93Q: 3 clusters Score -1.866036e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 142786 members 
Entering Unmasked Estep 
Score: -18660370.000000 Penalty: 5933.113770
	Iteration 94Q: 3 clusters Score -1.866037e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 142908 members 
Entering Unmasked Estep 
Score: -18660420.000000 Penalty: 5933.113770
	Iteration 95Q: 3 clusters Score -1.866042e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 143023 members 
Entering Unmasked Estep 
Score: -18660428.000000 Penalty: 5933.113770
	Iteration 96Q: 3 clusters Score -1.866043e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 143131 members 
Entering Unmasked Estep 
Score: -18660440.000000 Penalty: 5933.113770
	Iteration 97Q: 3 clusters Score -1.866044e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -18660462.000000 Penalty: 5933.113770
	Iteration 98Q: 3 clusters Score -1.866046e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 143393 members 
Entering Unmasked Estep 
Score: -18660506.000000 Penalty: 5933.113770
	Iteration 99Q: 3 clusters Score -1.866051e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 143513 members 
Entering Unmasked Estep 
Score: -18660502.000000 Penalty: 5933.113770
	Iteration 100F: 3 clusters Score -1.86605e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 143624 members 
Entering Unmasked Estep 
Score: -18660526.000000 Penalty: 5933.113770
	Iteration 101Q: 3 clusters Score -1.866053e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 143725 members 
Entering Unmasked Estep 
Score: -18660514.000000 Penalty: 5933.113770
	Iteration 102Q: 3 clusters Score -1.866051e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 143815 members 
Entering Unmasked Estep 
Score: -18660552.000000 Penalty: 5933.113770
	Iteration 103Q: 3 clusters Score -1.866055e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 143906 members 
Entering Unmasked Estep 
Score: -18660560.000000 Penalty: 5933.113770
	Iteration 104Q: 3 clusters Score -1.866056e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 144008 members 
Entering Unmasked Estep 
Score: -18660584.000000 Penalty: 5933.113770
	Iteration 105Q: 3 clusters Score -1.866058e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 144101 members 
Entering Unmasked Estep 
Score: -18660602.000000 Penalty: 5933.113770
	Iteration 106Q: 3 clusters Score -1.86606e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 144185 members 
Entering Unmasked Estep 
Score: -18660568.000000 Penalty: 5933.113770
	Iteration 107Q: 3 clusters Score -1.866057e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 144265 members 
Entering Unmasked Estep 
Score: -18660580.000000 Penalty: 5933.113770
	Iteration 108Q: 3 clusters Score -1.866058e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 144349 members 
Entering Unmasked Estep 
Score: -18660576.000000 Penalty: 5933.113770
	Iteration 109Q: 3 clusters Score -1.866058e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 144427 members 
Entering Unmasked Estep 
Score: -18660588.000000 Penalty: 5933.113770
	Iteration 110Q: 3 clusters Score -1.866059e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 144512 members 
Entering Unmasked Estep 
Score: -18660578.000000 Penalty: 5933.113770
	Iteration 111Q: 3 clusters Score -1.866058e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 144582 members 
Entering Unmasked Estep 
Score: -18660592.000000 Penalty: 5933.113770
	Iteration 112Q: 3 clusters Score -1.866059e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 144663 members 
Entering Unmasked Estep 
Score: -18660614.000000 Penalty: 5933.113770
	Iteration 113Q: 3 clusters Score -1.866061e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 144763 members 
Entering Unmasked Estep 
Score: -18660606.000000 Penalty: 5933.113770
	Iteration 114Q: 3 clusters Score -1.866061e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 144859 members 
Entering Unmasked Estep 
Score: -18660588.000000 Penalty: 5933.113770
	Iteration 115Q: 3 clusters Score -1.866059e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 144955 members 
Entering Unmasked Estep 
Score: -18660620.000000 Penalty: 5933.113770
	Iteration 116Q: 3 clusters Score -1.866062e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 145027 members 
Entering Unmasked Estep 
Score: -18660622.000000 Penalty: 5933.113770
	Iteration 117Q: 3 clusters Score -1.866062e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 145103 members 
Entering Unmasked Estep 
Score: -18660598.000000 Penalty: 5933.113770
	Iteration 118Q: 3 clusters Score -1.86606e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 145186 members 
Entering Unmasked Estep 
Score: -18660638.000000 Penalty: 5933.113770
	Iteration 119Q: 3 clusters Score -1.866064e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 145265 members 
Entering Unmasked Estep 
Score: -18660658.000000 Penalty: 5933.113770
	Iteration 120F: 3 clusters Score -1.866066e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 145337 members 
Entering Unmasked Estep 
Score: -18660680.000000 Penalty: 5933.113770
	Iteration 121Q: 3 clusters Score -1.866068e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 145420 members 
Entering Unmasked Estep 
Score: -18660694.000000 Penalty: 5933.113770
	Iteration 122Q: 3 clusters Score -1.866069e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 145507 members 
Entering Unmasked Estep 
Score: -18660676.000000 Penalty: 5933.113770
	Iteration 123Q: 3 clusters Score -1.866068e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 145598 members 
Entering Unmasked Estep 
Score: -18660690.000000 Penalty: 5933.113770
	Iteration 124Q: 3 clusters Score -1.866069e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 145708 members 
Entering Unmasked Estep 
Score: -18660678.000000 Penalty: 5933.113770
	Iteration 125Q: 3 clusters Score -1.866068e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 145807 members 
Entering Unmasked Estep 
Score: -18660728.000000 Penalty: 5933.113770
	Iteration 126Q: 3 clusters Score -1.866073e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 145923 members 
Entering Unmasked Estep 
Score: -18660738.000000 Penalty: 5933.113770
	Iteration 127Q: 3 clusters Score -1.866074e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 146046 members 
Entering Unmasked Estep 
Score: -18660766.000000 Penalty: 5933.113770
	Iteration 128Q: 3 clusters Score -1.866077e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 146169 members 
Entering Unmasked Estep 
Score: -18660784.000000 Penalty: 5933.113770
	Iteration 129Q: 3 clusters Score -1.866078e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 146297 members 
Entering Unmasked Estep 
Score: -18660792.000000 Penalty: 5933.113770
	Iteration 130Q: 3 clusters Score -1.866079e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 146433 members 
Entering Unmasked Estep 
Score: -18660774.000000 Penalty: 5933.113770
	Iteration 131Q: 3 clusters Score -1.866077e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 146623 members 
Entering Unmasked Estep 
Score: -18660806.000000 Penalty: 5933.113770
	Iteration 132Q: 3 clusters Score -1.866081e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 146821 members 
Entering Unmasked Estep 
Score: -18660886.000000 Penalty: 5933.113770
	Iteration 133Q: 3 clusters Score -1.866089e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -18661004.000000 Penalty: 5933.113770
	Iteration 134Q: 3 clusters Score -1.8661e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 147184 members 
Entering Unmasked Estep 
Score: -18661028.000000 Penalty: 5933.113770
	Iteration 135Q: 3 clusters Score -1.866103e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 147378 members 
Entering Unmasked Estep 
Score: -18661040.000000 Penalty: 5933.113770
	Iteration 136Q: 3 clusters Score -1.866104e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 147563 members 
Entering Unmasked Estep 
Score: -18661106.000000 Penalty: 5933.113770
	Iteration 137Q: 3 clusters Score -1.866111e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 147738 members 
Entering Unmasked Estep 
Score: -18661130.000000 Penalty: 5933.113770
	Iteration 138Q: 3 clusters Score -1.866113e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 147935 members 
Entering Unmasked Estep 
Score: -18661178.000000 Penalty: 5933.113770
	Iteration 139Q: 3 clusters Score -1.866118e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 148131 members 
Entering Unmasked Estep 
Score: -18661182.000000 Penalty: 5933.113770
	Iteration 140F: 3 clusters Score -1.866118e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 148304 members 
Entering Unmasked Estep 
Score: -18661210.000000 Penalty: 5933.113770
	Iteration 141Q: 3 clusters Score -1.866121e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 148477 members 
Entering Unmasked Estep 
Score: -18661230.000000 Penalty: 5933.113770
	Iteration 142Q: 3 clusters Score -1.866123e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 148642 members 
Entering Unmasked Estep 
Score: -18661238.000000 Penalty: 5933.113770
	Iteration 143Q: 3 clusters Score -1.866124e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 148817 members 
Entering Unmasked Estep 
Score: -18661298.000000 Penalty: 5933.113770
	Iteration 144Q: 3 clusters Score -1.86613e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 149014 members 
Entering Unmasked Estep 
Score: -18661354.000000 Penalty: 5933.113770
	Iteration 145Q: 3 clusters Score -1.866135e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 149191 members 
Entering Unmasked Estep 
Score: -18661422.000000 Penalty: 5933.113770
	Iteration 146Q: 3 clusters Score -1.866142e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 149362 members 
Entering Unmasked Estep 
Score: -18661496.000000 Penalty: 5933.113770
	Iteration 147Q: 3 clusters Score -1.86615e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 149516 members 
Entering Unmasked Estep 
Score: -18661578.000000 Penalty: 5933.113770
	Iteration 148Q: 3 clusters Score -1.866158e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 149680 members 
Entering Unmasked Estep 
Score: -18661582.000000 Penalty: 5933.113770
	Iteration 149Q: 3 clusters Score -1.866158e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 149821 members 
Entering Unmasked Estep 
Score: -18661620.000000 Penalty: 5933.113770
	Iteration 150Q: 3 clusters Score -1.866162e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 149958 members 
Entering Unmasked Estep 
Score: -18661638.000000 Penalty: 5933.113770
	Iteration 151Q: 3 clusters Score -1.866164e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 150110 members 
Entering Unmasked Estep 
Score: -18661652.000000 Penalty: 5933.113770
	Iteration 152Q: 3 clusters Score -1.866165e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 150290 members 
Entering Unmasked Estep 
Score: -18661722.000000 Penalty: 5933.113770
	Iteration 153Q: 3 clusters Score -1.866172e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 150464 members 
Entering Unmasked Estep 
Score: -18661738.000000 Penalty: 5933.113770
	Iteration 154Q: 3 clusters Score -1.866174e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 150615 members 
Entering Unmasked Estep 
Score: -18661766.000000 Penalty: 5933.113770
	Iteration 155Q: 3 clusters Score -1.866177e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 150758 members 
Entering Unmasked Estep 
Score: -18661812.000000 Penalty: 5933.113770
	Iteration 156Q: 3 clusters Score -1.866181e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 150899 members 
Entering Unmasked Estep 
Score: -18661854.000000 Penalty: 5933.113770
	Iteration 157Q: 3 clusters Score -1.866185e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 151024 members 
Entering Unmasked Estep 
Score: -18661864.000000 Penalty: 5933.113770
	Iteration 158Q: 3 clusters Score -1.866186e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 151131 members 
Entering Unmasked Estep 
Score: -18661898.000000 Penalty: 5933.113770
	Iteration 159Q: 3 clusters Score -1.86619e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 151222 members 
Entering Unmasked Estep 
Score: -18661918.000000 Penalty: 5933.113770
	Iteration 160F: 3 clusters Score -1.866192e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 151313 members 
Entering Unmasked Estep 
Score: -18661960.000000 Penalty: 5933.113770
	Iteration 161Q: 3 clusters Score -1.866196e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 151403 members 
Entering Unmasked Estep 
Score: -18662000.000000 Penalty: 5933.113770
	Iteration 162Q: 3 clusters Score -1.8662e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 151480 members 
Entering Unmasked Estep 
Score: -18661958.000000 Penalty: 5933.113770
	Iteration 163Q: 3 clusters Score -1.866196e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 151553 members 
Entering Unmasked Estep 
Score: -18661968.000000 Penalty: 5933.113770
	Iteration 164Q: 3 clusters Score -1.866197e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 151636 members 
Entering Unmasked Estep 
Score: -18662000.000000 Penalty: 5933.113770
	Iteration 165Q: 3 clusters Score -1.8662e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 151713 members 
Entering Unmasked Estep 
Score: -18662010.000000 Penalty: 5933.113770
	Iteration 166Q: 3 clusters Score -1.866201e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 151785 members 
Entering Unmasked Estep 
Score: -18662054.000000 Penalty: 5933.113770
	Iteration 167Q: 3 clusters Score -1.866205e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 151858 members 
Entering Unmasked Estep 
Score: -18662066.000000 Penalty: 5933.113770
	Iteration 168Q: 3 clusters Score -1.866207e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 151932 members 
Entering Unmasked Estep 
Score: -18662070.000000 Penalty: 5933.113770
	Iteration 169Q: 3 clusters Score -1.866207e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 151998 members 
Entering Unmasked Estep 
Score: -18662076.000000 Penalty: 5933.113770
	Iteration 170Q: 3 clusters Score -1.866208e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 152064 members 
Entering Unmasked Estep 
Score: -18662070.000000 Penalty: 5933.113770
	Iteration 171Q: 3 clusters Score -1.866207e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 152120 members 
Entering Unmasked Estep 
Score: -18662052.000000 Penalty: 5933.113770
	Iteration 172Q: 3 clusters Score -1.866205e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 152182 members 
Entering Unmasked Estep 
Score: -18662056.000000 Penalty: 5933.113770
	Iteration 173Q: 3 clusters Score -1.866206e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 152241 members 
Entering Unmasked Estep 
Score: -18662050.000000 Penalty: 5933.113770
	Iteration 174Q: 3 clusters Score -1.866205e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 152297 members 
Entering Unmasked Estep 
Score: -18662034.000000 Penalty: 5933.113770
	Iteration 175Q: 3 clusters Score -1.866203e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 152353 members 
Entering Unmasked Estep 
Score: -18662048.000000 Penalty: 5933.113770
	Iteration 176Q: 3 clusters Score -1.866205e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 152402 members 
Entering Unmasked Estep 
Score: -18662074.000000 Penalty: 5933.113770
	Iteration 177Q: 3 clusters Score -1.866207e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 152447 members 
Entering Unmasked Estep 
Score: -18662102.000000 Penalty: 5933.113770
	Iteration 178Q: 3 clusters Score -1.86621e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 152494 members 
Entering Unmasked Estep 
Score: -18662094.000000 Penalty: 5933.113770
	Iteration 179Q: 3 clusters Score -1.866209e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 152542 members 
Entering Unmasked Estep 
Score: -18662114.000000 Penalty: 5933.113770
	Iteration 180F: 3 clusters Score -1.866211e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 152590 members 
Entering Unmasked Estep 
Score: -18662118.000000 Penalty: 5933.113770
	Iteration 181Q: 3 clusters Score -1.866212e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 152630 members 
Entering Unmasked Estep 
Score: -18662114.000000 Penalty: 5933.113770
	Iteration 182Q: 3 clusters Score -1.866211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 152669 members 
Entering Unmasked Estep 
Score: -18662122.000000 Penalty: 5933.113770
	Iteration 183Q: 3 clusters Score -1.866212e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 152704 members 
Entering Unmasked Estep 
Score: -18662136.000000 Penalty: 5933.113770
	Iteration 184Q: 3 clusters Score -1.866214e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 152741 members 
Entering Unmasked Estep 
Score: -18662152.000000 Penalty: 5933.113770
	Iteration 185Q: 3 clusters Score -1.866215e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 152780 members 
Entering Unmasked Estep 
Score: -18662148.000000 Penalty: 5933.113770
	Iteration 186Q: 3 clusters Score -1.866215e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 152825 members 
Entering Unmasked Estep 
Score: -18662128.000000 Penalty: 5933.113770
	Iteration 187Q: 3 clusters Score -1.866213e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 152866 members 
Entering Unmasked Estep 
Score: -18662156.000000 Penalty: 5933.113770
	Iteration 188Q: 3 clusters Score -1.866216e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 152907 members 
Entering Unmasked Estep 
Score: -18662174.000000 Penalty: 5933.113770
	Iteration 189Q: 3 clusters Score -1.866217e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 152944 members 
Entering Unmasked Estep 
Score: -18662146.000000 Penalty: 5933.113770
	Iteration 190Q: 3 clusters Score -1.866215e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 152983 members 
Entering Unmasked Estep 
Score: -18662156.000000 Penalty: 5933.113770
	Iteration 191Q: 3 clusters Score -1.866216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 153025 members 
Entering Unmasked Estep 
Score: -18662168.000000 Penalty: 5933.113770
	Iteration 192Q: 3 clusters Score -1.866217e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 153057 members 
Entering Unmasked Estep 
Score: -18662174.000000 Penalty: 5933.113770
	Iteration 193Q: 3 clusters Score -1.866217e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 153089 members 
Entering Unmasked Estep 
Score: -18662194.000000 Penalty: 5933.113770
	Iteration 194Q: 3 clusters Score -1.866219e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 153115 members 
Entering Unmasked Estep 
Score: -18662166.000000 Penalty: 5933.113770
	Iteration 195Q: 3 clusters Score -1.866217e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 153143 members 
Entering Unmasked Estep 
Score: -18662178.000000 Penalty: 5933.113770
	Iteration 196Q: 3 clusters Score -1.866218e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 153182 members 
Entering Unmasked Estep 
Score: -18662198.000000 Penalty: 5933.113770
	Iteration 197Q: 3 clusters Score -1.86622e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 153217 members 
Entering Unmasked Estep 
Score: -18662180.000000 Penalty: 5933.113770
	Iteration 198Q: 3 clusters Score -1.866218e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 153253 members 
Entering Unmasked Estep 
Score: -18662182.000000 Penalty: 5933.113770
	Iteration 199Q: 3 clusters Score -1.866218e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 153280 members 
Entering Unmasked Estep 
Score: -18662206.000000 Penalty: 5933.113770
	Iteration 200F: 3 clusters Score -1.866221e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 153312 members 
Entering Unmasked Estep 
Score: -18662194.000000 Penalty: 5933.113770
	Iteration 201Q: 3 clusters Score -1.866219e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 153338 members 
Entering Unmasked Estep 
Score: -18662220.000000 Penalty: 5933.113770
	Iteration 202Q: 3 clusters Score -1.866222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 153358 members 
Entering Unmasked Estep 
Score: -18662210.000000 Penalty: 5933.113770
	Iteration 203Q: 3 clusters Score -1.866221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 153372 members 
Entering Unmasked Estep 
Score: -18662230.000000 Penalty: 5933.113770
	Iteration 204Q: 3 clusters Score -1.866223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 153383 members 
Entering Unmasked Estep 
Score: -18662222.000000 Penalty: 5933.113770
	Iteration 205Q: 3 clusters Score -1.866222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 153392 members 
Entering Unmasked Estep 
Score: -18662238.000000 Penalty: 5933.113770
	Iteration 206Q: 3 clusters Score -1.866224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 153396 members 
Entering Unmasked Estep 
Score: -18662240.000000 Penalty: 5933.113770
	Iteration 207Q: 3 clusters Score -1.866224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 153400 members 
Entering Unmasked Estep 
Score: -18662240.000000 Penalty: 5933.113770
	Iteration 208Q: 3 clusters Score -1.866224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 153409 members 
Entering Unmasked Estep 
Score: -18662224.000000 Penalty: 5933.113770
	Iteration 209Q: 3 clusters Score -1.866222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 153419 members 
Entering Unmasked Estep 
Score: -18662232.000000 Penalty: 5933.113770
	Iteration 210Q: 3 clusters Score -1.866223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 153422 members 
Entering Unmasked Estep 
Score: -18662224.000000 Penalty: 5933.113770
	Iteration 211Q: 3 clusters Score -1.866222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 153425 members 
Entering Unmasked Estep 
Score: -18662246.000000 Penalty: 5933.113770
	Iteration 212Q: 3 clusters Score -1.866225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 153428 members 
Entering Unmasked Estep 
Score: -18662250.000000 Penalty: 5933.113770
	Iteration 213Q: 3 clusters Score -1.866225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 153430 members 
Entering Unmasked Estep 
Score: -18662242.000000 Penalty: 5933.113770
	Iteration 214Q: 3 clusters Score -1.866224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 153430 members 
Entering Unmasked Estep 
Score: -18662242.000000 Penalty: 5933.113770
	Iteration 215F: 3 clusters Score -1.866224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Entering Unmasked Estep 
Score: -495484.218750 Penalty: 2071.900879
	Iteration 0F: 2 clusters Score -495484.2 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 2117 members 
Entering Unmasked Estep 
Score: -491514.406250 Penalty: 4143.801758
	Iteration 0F: 3 clusters Score -491514.4 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -492491.343750 Penalty: 4143.801758
	Iteration 1F: 3 clusters Score -492491.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -492664.000000 Penalty: 4143.801758
	Iteration 2F: 3 clusters Score -492664 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -492779.968750 Penalty: 4143.801758
	Iteration 3Q: 3 clusters Score -492780 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -492864.406250 Penalty: 4143.801758
	Iteration 4Q: 3 clusters Score -492864.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -492935.281250 Penalty: 4143.801758
	Iteration 5Q: 3 clusters Score -492935.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -492985.562500 Penalty: 4143.801758
	Iteration 6Q: 3 clusters Score -492985.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -493033.750000 Penalty: 4143.801758
	Iteration 7Q: 3 clusters Score -493033.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -493078.656250 Penalty: 4143.801758
	Iteration 8Q: 3 clusters Score -493078.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -493124.593750 Penalty: 4143.801758
	Iteration 9Q: 3 clusters Score -493124.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -493175.343750 Penalty: 4143.801758
	Iteration 10Q: 3 clusters Score -493175.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -493210.656250 Penalty: 4143.801758
	Iteration 11Q: 3 clusters Score -493210.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -493238.781250 Penalty: 4143.801758
	Iteration 12Q: 3 clusters Score -493238.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -493273.812500 Penalty: 4143.801758
	Iteration 13Q: 3 clusters Score -493273.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -493308.375000 Penalty: 4143.801758
	Iteration 14Q: 3 clusters Score -493308.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -493347.250000 Penalty: 4143.801758
	Iteration 15Q: 3 clusters Score -493347.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -493386.718750 Penalty: 4143.801758
	Iteration 16Q: 3 clusters Score -493386.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -493428.468750 Penalty: 4143.801758
	Iteration 17Q: 3 clusters Score -493428.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -493463.281250 Penalty: 4143.801758
	Iteration 18Q: 3 clusters Score -493463.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -493490.343750 Penalty: 4143.801758
	Iteration 19Q: 3 clusters Score -493490.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -493517.968750 Penalty: 4143.801758
	Iteration 20F: 3 clusters Score -493518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -493545.968750 Penalty: 4143.801758
	Iteration 21Q: 3 clusters Score -493546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -493572.093750 Penalty: 4143.801758
	Iteration 22Q: 3 clusters Score -493572.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -493596.906250 Penalty: 4143.801758
	Iteration 23Q: 3 clusters Score -493596.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -493618.562500 Penalty: 4143.801758
	Iteration 24Q: 3 clusters Score -493618.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -493647.000000 Penalty: 4143.801758
	Iteration 25Q: 3 clusters Score -493647 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -493675.781250 Penalty: 4143.801758
	Iteration 26Q: 3 clusters Score -493675.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -493703.906250 Penalty: 4143.801758
	Iteration 27Q: 3 clusters Score -493703.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -493728.156250 Penalty: 4143.801758
	Iteration 28Q: 3 clusters Score -493728.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -493748.093750 Penalty: 4143.801758
	Iteration 29Q: 3 clusters Score -493748.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -493760.312500 Penalty: 4143.801758
	Iteration 30Q: 3 clusters Score -493760.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -493775.000000 Penalty: 4143.801758
	Iteration 31Q: 3 clusters Score -493775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -493787.187500 Penalty: 4143.801758
	Iteration 32Q: 3 clusters Score -493787.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -493800.593750 Penalty: 4143.801758
	Iteration 33Q: 3 clusters Score -493800.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -493809.937500 Penalty: 4143.801758
	Iteration 34Q: 3 clusters Score -493809.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -493820.937500 Penalty: 4143.801758
	Iteration 35Q: 3 clusters Score -493820.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -493826.343750 Penalty: 4143.801758
	Iteration 36Q: 3 clusters Score -493826.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -493830.968750 Penalty: 4143.801758
	Iteration 37Q: 3 clusters Score -493831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -493832.156250 Penalty: 4143.801758
	Iteration 38Q: 3 clusters Score -493832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -493833.250000 Penalty: 4143.801758
	Iteration 39Q: 3 clusters Score -493833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -493833.781250 Penalty: 4143.801758
	Iteration 40F: 3 clusters Score -493833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -493834.125000 Penalty: 4143.801758
	Iteration 41Q: 3 clusters Score -493834.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -493834.125000 Penalty: 4143.801758
	Iteration 42F: 3 clusters Score -493834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -77974.320312 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -77974.32 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 439 members 
Entering Unmasked Estep 
Score: -76289.695312 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -76289.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76602.070312 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -76602.07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76723.039062 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -76723.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76784.929688 Penalty: 3334.424561
	Iteration 3Q: 3 clusters Score -76784.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -76857.343750 Penalty: 3334.424561
	Iteration 4Q: 3 clusters Score -76857.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76892.953125 Penalty: 3334.424561
	Iteration 5Q: 3 clusters Score -76892.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76931.265625 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -76931.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77023.437500 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -77023.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77086.968750 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -77086.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77138.398438 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -77138.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77170.703125 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -77170.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77182.242188 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -77182.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77188.695312 Penalty: 3334.424561
	Iteration 12Q: 3 clusters Score -77188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77195.492188 Penalty: 3334.424561
	Iteration 13Q: 3 clusters Score -77195.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77200.367188 Penalty: 3334.424561
	Iteration 14Q: 3 clusters Score -77200.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77206.234375 Penalty: 3334.424561
	Iteration 15Q: 3 clusters Score -77206.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77211.257812 Penalty: 3334.424561
	Iteration 16Q: 3 clusters Score -77211.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77214.093750 Penalty: 3334.424561
	Iteration 17Q: 3 clusters Score -77214.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77218.507812 Penalty: 3334.424561
	Iteration 18Q: 3 clusters Score -77218.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77218.507812 Penalty: 3334.424561
	Iteration 19F: 3 clusters Score -77218.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -356494.093750 Penalty: 1990.975952
	Iteration 0F: 2 clusters Score -356494.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -353215.468750 Penalty: 3981.951904
	Iteration 0F: 3 clusters Score -353215.5 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -353900.687500 Penalty: 3981.951904
	Iteration 1F: 3 clusters Score -353900.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -354045.968750 Penalty: 3981.951904
	Iteration 2F: 3 clusters Score -354046 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -354128.625000 Penalty: 3981.951904
	Iteration 3Q: 3 clusters Score -354128.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -354174.718750 Penalty: 3981.951904
	Iteration 4Q: 3 clusters Score -354174.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -354210.937500 Penalty: 3981.951904
	Iteration 5Q: 3 clusters Score -354210.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -354234.812500 Penalty: 3981.951904
	Iteration 6Q: 3 clusters Score -354234.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -354250.062500 Penalty: 3981.951904
	Iteration 7Q: 3 clusters Score -354250.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -354260.187500 Penalty: 3981.951904
	Iteration 8Q: 3 clusters Score -354260.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -354267.093750 Penalty: 3981.951904
	Iteration 9Q: 3 clusters Score -354267.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -354275.625000 Penalty: 3981.951904
	Iteration 10Q: 3 clusters Score -354275.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -354280.906250 Penalty: 3981.951904
	Iteration 11Q: 3 clusters Score -354280.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -354286.531250 Penalty: 3981.951904
	Iteration 12Q: 3 clusters Score -354286.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -354290.468750 Penalty: 3981.951904
	Iteration 13Q: 3 clusters Score -354290.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -354293.250000 Penalty: 3981.951904
	Iteration 14Q: 3 clusters Score -354293.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -354296.281250 Penalty: 3981.951904
	Iteration 15Q: 3 clusters Score -354296.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -354299.406250 Penalty: 3981.951904
	Iteration 16Q: 3 clusters Score -354299.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -354302.593750 Penalty: 3981.951904
	Iteration 17Q: 3 clusters Score -354302.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -354304.093750 Penalty: 3981.951904
	Iteration 18Q: 3 clusters Score -354304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -354303.781250 Penalty: 3981.951904
	Iteration 19Q: 3 clusters Score -354303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -354303.781250 Penalty: 3981.951904
	Iteration 20F: 3 clusters Score -354303.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Entering Unmasked Estep 
Score: -2117080.750000 Penalty: 2427.303955
	Iteration 0F: 2 clusters Score -2117081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2104412.500000 Penalty: 4854.607910
	Iteration 0F: 3 clusters Score -2104412 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2108517.250000 Penalty: 4854.607910
	Iteration 1F: 3 clusters Score -2108517 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2108930.500000 Penalty: 4854.607910
	Iteration 2F: 3 clusters Score -2108930 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2109269.750000 Penalty: 4854.607910
	Iteration 3F: 3 clusters Score -2109270 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2109540.500000 Penalty: 4854.607910
	Iteration 4Q: 3 clusters Score -2109540 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2109828.750000 Penalty: 4854.607910
	Iteration 5Q: 3 clusters Score -2109829 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2110183.750000 Penalty: 4854.607910
	Iteration 6Q: 3 clusters Score -2110184 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2110647.500000 Penalty: 4854.607910
	Iteration 7Q: 3 clusters Score -2110648 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2111240.000000 Penalty: 4854.607910
	Iteration 8F: 3 clusters Score -2111240 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2112050.500000 Penalty: 4854.607910
	Iteration 9F: 3 clusters Score -2112050 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2112971.500000 Penalty: 4854.607910
	Iteration 10F: 3 clusters Score -2112972 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2113811.250000 Penalty: 4854.607910
	Iteration 11Q: 3 clusters Score -2113811 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2114391.500000 Penalty: 4854.607910
	Iteration 12Q: 3 clusters Score -2114392 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2114748.250000 Penalty: 4854.607910
	Iteration 13Q: 3 clusters Score -2114748 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2114944.000000 Penalty: 4854.607910
	Iteration 14Q: 3 clusters Score -2114944 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2115055.500000 Penalty: 4854.607910
	Iteration 15Q: 3 clusters Score -2115056 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2115120.750000 Penalty: 4854.607910
	Iteration 16Q: 3 clusters Score -2115121 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2115170.250000 Penalty: 4854.607910
	Iteration 17Q: 3 clusters Score -2115170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2115199.500000 Penalty: 4854.607910
	Iteration 18Q: 3 clusters Score -2115200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2115227.750000 Penalty: 4854.607910
	Iteration 19Q: 3 clusters Score -2115228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2115245.500000 Penalty: 4854.607910
	Iteration 20F: 3 clusters Score -2115246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2115255.250000 Penalty: 4854.607910
	Iteration 21Q: 3 clusters Score -2115255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2115260.750000 Penalty: 4854.607910
	Iteration 22Q: 3 clusters Score -2115261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2115268.500000 Penalty: 4854.607910
	Iteration 23Q: 3 clusters Score -2115268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2115271.000000 Penalty: 4854.607910
	Iteration 24Q: 3 clusters Score -2115271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2115273.750000 Penalty: 4854.607910
	Iteration 25Q: 3 clusters Score -2115274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2115279.000000 Penalty: 4854.607910
	Iteration 26Q: 3 clusters Score -2115279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2115282.000000 Penalty: 4854.607910
	Iteration 27Q: 3 clusters Score -2115282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2115283.250000 Penalty: 4854.607910
	Iteration 28Q: 3 clusters Score -2115283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2115283.750000 Penalty: 4854.607910
	Iteration 29Q: 3 clusters Score -2115284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2115283.750000 Penalty: 4854.607910
	Iteration 30F: 3 clusters Score -2115284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (37499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Entering Unmasked Estep 
Score: -4491107.000000 Penalty: 2611.953125
	Iteration 0F: 2 clusters Score -4491107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -4465691.000000 Penalty: 5223.906250
	Iteration 0F: 3 clusters Score -4465691 nChanged 17115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -4475073.000000 Penalty: 5223.906250
	Iteration 1F: 3 clusters Score -4475073 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4475672.500000 Penalty: 5223.906250
	Iteration 2Q: 3 clusters Score -4475672 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -4476254.500000 Penalty: 5223.906250
	Iteration 3Q: 3 clusters Score -4476254 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4476951.000000 Penalty: 5223.906250
	Iteration 4Q: 3 clusters Score -4476951 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -4477964.000000 Penalty: 5223.906250
	Iteration 5F: 3 clusters Score -4477964 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -4479455.000000 Penalty: 5223.906250
	Iteration 6F: 3 clusters Score -4479455 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -4481415.500000 Penalty: 5223.906250
	Iteration 7F: 3 clusters Score -4481416 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -4483790.000000 Penalty: 5223.906250
	Iteration 8F: 3 clusters Score -4483790 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4485974.500000 Penalty: 5223.906250
	Iteration 9F: 3 clusters Score -4485974 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4487412.500000 Penalty: 5223.906250
	Iteration 10Q: 3 clusters Score -4487412 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4488133.000000 Penalty: 5223.906250
	Iteration 11Q: 3 clusters Score -4488133 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4488500.000000 Penalty: 5223.906250
	Iteration 12Q: 3 clusters Score -4488500 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4488655.500000 Penalty: 5223.906250
	Iteration 13Q: 3 clusters Score -4488656 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4488733.500000 Penalty: 5223.906250
	Iteration 14Q: 3 clusters Score -4488734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4488773.500000 Penalty: 5223.906250
	Iteration 15Q: 3 clusters Score -4488774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4488804.000000 Penalty: 5223.906250
	Iteration 16Q: 3 clusters Score -4488804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4488827.500000 Penalty: 5223.906250
	Iteration 17Q: 3 clusters Score -4488828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4488851.000000 Penalty: 5223.906250
	Iteration 18Q: 3 clusters Score -4488851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4488857.000000 Penalty: 5223.906250
	Iteration 19Q: 3 clusters Score -4488857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4488866.000000 Penalty: 5223.906250
	Iteration 20F: 3 clusters Score -4488866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4488863.500000 Penalty: 5223.906250
	Iteration 21Q: 3 clusters Score -4488864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4488867.000000 Penalty: 5223.906250
	Iteration 22Q: 3 clusters Score -4488867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4488871.500000 Penalty: 5223.906250
	Iteration 23Q: 3 clusters Score -4488872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4488871.500000 Penalty: 5223.906250
	Iteration 24F: 3 clusters Score -4488872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (213646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213646 members 
Entering Unmasked Estep 
Score: -25561962.000000 Penalty: 3043.474854
	Iteration 0F: 2 clusters Score -2.556196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106818 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -25445328.000000 Penalty: 6086.949707
	Iteration 0F: 3 clusters Score -2.544533e+07 nChanged 102951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104327 members 
Mstep: Class 2 contains 109319 members 
Entering Unmasked Estep 
Score: -25505790.000000 Penalty: 6086.949707
	Iteration 1F: 3 clusters Score -2.550579e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102422 members 
Mstep: Class 2 contains 111224 members 
Entering Unmasked Estep 
Score: -25507004.000000 Penalty: 6086.949707
	Iteration 2Q: 3 clusters Score -2.5507e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99300 members 
Mstep: Class 2 contains 114346 members 
Entering Unmasked Estep 
Score: -25509066.000000 Penalty: 6086.949707
	Iteration 3Q: 3 clusters Score -2.550907e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94537 members 
Mstep: Class 2 contains 119109 members 
Entering Unmasked Estep 
Score: -25512388.000000 Penalty: 6086.949707
	Iteration 4Q: 3 clusters Score -2.551239e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 126423 members 
Entering Unmasked Estep 
Score: -25517730.000000 Penalty: 6086.949707
	Iteration 5F: 3 clusters Score -2.551773e+07 nChanged 13703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 136384 members 
Entering Unmasked Estep 
Score: -25525860.000000 Penalty: 6086.949707
	Iteration 6F: 3 clusters Score -2.552586e+07 nChanged 15565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 148889 members 
Entering Unmasked Estep 
Score: -25536922.000000 Penalty: 6086.949707
	Iteration 7F: 3 clusters Score -2.553692e+07 nChanged 16069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 162858 members 
Entering Unmasked Estep 
Score: -25547890.000000 Penalty: 6086.949707
	Iteration 8F: 3 clusters Score -2.554789e+07 nChanged 14069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 175841 members 
Entering Unmasked Estep 
Score: -25556038.000000 Penalty: 6086.949707
	Iteration 9F: 3 clusters Score -2.555604e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 185603 members 
Entering Unmasked Estep 
Score: -25560974.000000 Penalty: 6086.949707
	Iteration 10Q: 3 clusters Score -2.556097e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 191991 members 
Entering Unmasked Estep 
Score: -25562846.000000 Penalty: 6086.949707
	Iteration 11Q: 3 clusters Score -2.556285e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 196251 members 
Entering Unmasked Estep 
Score: -25563282.000000 Penalty: 6086.949707
	Iteration 12Q: 3 clusters Score -2.556328e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 199236 members 
Entering Unmasked Estep 
Score: -25563038.000000 Penalty: 6086.949707
	Iteration 13Q: 3 clusters Score -2.556304e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 201514 members 
Entering Unmasked Estep 
Score: -25562638.000000 Penalty: 6086.949707
	Iteration 14Q: 3 clusters Score -2.556264e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 203375 members 
Entering Unmasked Estep 
Score: -25562338.000000 Penalty: 6086.949707
	Iteration 15Q: 3 clusters Score -2.556234e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 204899 members 
Entering Unmasked Estep 
Score: -25562044.000000 Penalty: 6086.949707
	Iteration 16Q: 3 clusters Score -2.556204e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 206160 members 
Entering Unmasked Estep 
Score: -25561940.000000 Penalty: 6086.949707
	Iteration 17Q: 3 clusters Score -2.556194e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 207191 members 
Entering Unmasked Estep 
Score: -25561798.000000 Penalty: 6086.949707
	Iteration 18Q: 3 clusters Score -2.55618e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 208036 members 
Entering Unmasked Estep 
Score: -25561704.000000 Penalty: 6086.949707
	Iteration 19Q: 3 clusters Score -2.55617e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 208744 members 
Entering Unmasked Estep 
Score: -25561556.000000 Penalty: 6086.949707
	Iteration 20F: 3 clusters Score -2.556156e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 209293 members 
Entering Unmasked Estep 
Score: -25561524.000000 Penalty: 6086.949707
	Iteration 21Q: 3 clusters Score -2.556152e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 209728 members 
Entering Unmasked Estep 
Score: -25561474.000000 Penalty: 6086.949707
	Iteration 22Q: 3 clusters Score -2.556147e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 210073 members 
Entering Unmasked Estep 
Score: -25561400.000000 Penalty: 6086.949707
	Iteration 23Q: 3 clusters Score -2.55614e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 210323 members 
Entering Unmasked Estep 
Score: -25561310.000000 Penalty: 6086.949707
	Iteration 24Q: 3 clusters Score -2.556131e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 210508 members 
Entering Unmasked Estep 
Score: -25561286.000000 Penalty: 6086.949707
	Iteration 25Q: 3 clusters Score -2.556129e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 210663 members 
Entering Unmasked Estep 
Score: -25561212.000000 Penalty: 6086.949707
	Iteration 26Q: 3 clusters Score -2.556121e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 210808 members 
Entering Unmasked Estep 
Score: -25561234.000000 Penalty: 6086.949707
	Iteration 27Q: 3 clusters Score -2.556123e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 210924 members 
Entering Unmasked Estep 
Score: -25561118.000000 Penalty: 6086.949707
	Iteration 28Q: 3 clusters Score -2.556112e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 210999 members 
Entering Unmasked Estep 
Score: -25561118.000000 Penalty: 6086.949707
	Iteration 29Q: 3 clusters Score -2.556112e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 211070 members 
Entering Unmasked Estep 
Score: -25561108.000000 Penalty: 6086.949707
	Iteration 30Q: 3 clusters Score -2.556111e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 211141 members 
Entering Unmasked Estep 
Score: -25561078.000000 Penalty: 6086.949707
	Iteration 31Q: 3 clusters Score -2.556108e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 211196 members 
Entering Unmasked Estep 
Score: -25561068.000000 Penalty: 6086.949707
	Iteration 32Q: 3 clusters Score -2.556107e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 211256 members 
Entering Unmasked Estep 
Score: -25561064.000000 Penalty: 6086.949707
	Iteration 33Q: 3 clusters Score -2.556106e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 211299 members 
Entering Unmasked Estep 
Score: -25561074.000000 Penalty: 6086.949707
	Iteration 34Q: 3 clusters Score -2.556107e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 211354 members 
Entering Unmasked Estep 
Score: -25561088.000000 Penalty: 6086.949707
	Iteration 35Q: 3 clusters Score -2.556109e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 211403 members 
Entering Unmasked Estep 
Score: -25561074.000000 Penalty: 6086.949707
	Iteration 36Q: 3 clusters Score -2.556107e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 211449 members 
Entering Unmasked Estep 
Score: -25561078.000000 Penalty: 6086.949707
	Iteration 37Q: 3 clusters Score -2.556108e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 211488 members 
Entering Unmasked Estep 
Score: -25561042.000000 Penalty: 6086.949707
	Iteration 38Q: 3 clusters Score -2.556104e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 211512 members 
Entering Unmasked Estep 
Score: -25561050.000000 Penalty: 6086.949707
	Iteration 39Q: 3 clusters Score -2.556105e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 211535 members 
Entering Unmasked Estep 
Score: -25561046.000000 Penalty: 6086.949707
	Iteration 40F: 3 clusters Score -2.556105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 211555 members 
Entering Unmasked Estep 
Score: -25561074.000000 Penalty: 6086.949707
	Iteration 41Q: 3 clusters Score -2.556107e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 211572 members 
Entering Unmasked Estep 
Score: -25561050.000000 Penalty: 6086.949707
	Iteration 42Q: 3 clusters Score -2.556105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 211590 members 
Entering Unmasked Estep 
Score: -25561050.000000 Penalty: 6086.949707
	Iteration 43Q: 3 clusters Score -2.556105e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 211611 members 
Entering Unmasked Estep 
Score: -25561028.000000 Penalty: 6086.949707
	Iteration 44Q: 3 clusters Score -2.556103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 211623 members 
Entering Unmasked Estep 
Score: -25561024.000000 Penalty: 6086.949707
	Iteration 45Q: 3 clusters Score -2.556102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 211632 members 
Entering Unmasked Estep 
Score: -25561044.000000 Penalty: 6086.949707
	Iteration 46Q: 3 clusters Score -2.556104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 211645 members 
Entering Unmasked Estep 
Score: -25561030.000000 Penalty: 6086.949707
	Iteration 47Q: 3 clusters Score -2.556103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 211657 members 
Entering Unmasked Estep 
Score: -25561044.000000 Penalty: 6086.949707
	Iteration 48Q: 3 clusters Score -2.556104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 211664 members 
Entering Unmasked Estep 
Score: -25561044.000000 Penalty: 6086.949707
	Iteration 49Q: 3 clusters Score -2.556104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 211670 members 
Entering Unmasked Estep 
Score: -25561060.000000 Penalty: 6086.949707
	Iteration 50Q: 3 clusters Score -2.556106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 211677 members 
Entering Unmasked Estep 
Score: -25561052.000000 Penalty: 6086.949707
	Iteration 51Q: 3 clusters Score -2.556105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 211680 members 
Entering Unmasked Estep 
Score: -25561058.000000 Penalty: 6086.949707
	Iteration 52Q: 3 clusters Score -2.556106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 211683 members 
Entering Unmasked Estep 
Score: -25561052.000000 Penalty: 6086.949707
	Iteration 53Q: 3 clusters Score -2.556105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 211687 members 
Entering Unmasked Estep 
Score: -25561046.000000 Penalty: 6086.949707
	Iteration 54Q: 3 clusters Score -2.556105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 211690 members 
Entering Unmasked Estep 
Score: -25561042.000000 Penalty: 6086.949707
	Iteration 55Q: 3 clusters Score -2.556104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 211697 members 
Entering Unmasked Estep 
Score: -25561038.000000 Penalty: 6086.949707
	Iteration 56Q: 3 clusters Score -2.556104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 211709 members 
Entering Unmasked Estep 
Score: -25561034.000000 Penalty: 6086.949707
	Iteration 57Q: 3 clusters Score -2.556103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 211720 members 
Entering Unmasked Estep 
Score: -25561036.000000 Penalty: 6086.949707
	Iteration 58Q: 3 clusters Score -2.556104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 211728 members 
Entering Unmasked Estep 
Score: -25561036.000000 Penalty: 6086.949707
	Iteration 59Q: 3 clusters Score -2.556104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 211736 members 
Entering Unmasked Estep 
Score: -25561036.000000 Penalty: 6086.949707
	Iteration 60F: 3 clusters Score -2.556104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 211742 members 
Entering Unmasked Estep 
Score: -25561030.000000 Penalty: 6086.949707
	Iteration 61Q: 3 clusters Score -2.556103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 211746 members 
Entering Unmasked Estep 
Score: -25561024.000000 Penalty: 6086.949707
	Iteration 62Q: 3 clusters Score -2.556102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 211748 members 
Entering Unmasked Estep 
Score: -25561042.000000 Penalty: 6086.949707
	Iteration 63Q: 3 clusters Score -2.556104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 211753 members 
Entering Unmasked Estep 
Score: -25561032.000000 Penalty: 6086.949707
	Iteration 64Q: 3 clusters Score -2.556103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 211756 members 
Entering Unmasked Estep 
Score: -25561034.000000 Penalty: 6086.949707
	Iteration 65Q: 3 clusters Score -2.556103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 211756 members 
Entering Unmasked Estep 
Score: -25561040.000000 Penalty: 6086.949707
	Iteration 66Q: 3 clusters Score -2.556104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 211757 members 
Entering Unmasked Estep 
Score: -25561044.000000 Penalty: 6086.949707
	Iteration 67Q: 3 clusters Score -2.556104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 211759 members 
Entering Unmasked Estep 
Score: -25561052.000000 Penalty: 6086.949707
	Iteration 68Q: 3 clusters Score -2.556105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 211760 members 
Entering Unmasked Estep 
Score: -25561040.000000 Penalty: 6086.949707
	Iteration 69Q: 3 clusters Score -2.556104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 211760 members 
Entering Unmasked Estep 
Score: -25561040.000000 Penalty: 6086.949707
	Iteration 70F: 3 clusters Score -2.556104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (63862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Entering Unmasked Estep 
Score: -7577419.500000 Penalty: 2743.990967
	Iteration 0F: 2 clusters Score -7577420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -7534451.000000 Penalty: 5487.981934
	Iteration 0F: 3 clusters Score -7534451 nChanged 29742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -7551260.500000 Penalty: 5487.981934
	Iteration 1F: 3 clusters Score -7551260 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -7552016.500000 Penalty: 5487.981934
	Iteration 2Q: 3 clusters Score -7552016 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -7552924.500000 Penalty: 5487.981934
	Iteration 3Q: 3 clusters Score -7552924 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -7554097.000000 Penalty: 5487.981934
	Iteration 4Q: 3 clusters Score -7554097 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -7555631.000000 Penalty: 5487.981934
	Iteration 5F: 3 clusters Score -7555631 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -7558015.500000 Penalty: 5487.981934
	Iteration 6F: 3 clusters Score -7558016 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -7561433.000000 Penalty: 5487.981934
	Iteration 7F: 3 clusters Score -7561433 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -7565881.500000 Penalty: 5487.981934
	Iteration 8F: 3 clusters Score -7565882 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -7569970.000000 Penalty: 5487.981934
	Iteration 9F: 3 clusters Score -7569970 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7572615.500000 Penalty: 5487.981934
	Iteration 10Q: 3 clusters Score -7572616 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7573967.000000 Penalty: 5487.981934
	Iteration 11Q: 3 clusters Score -7573967 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7574548.500000 Penalty: 5487.981934
	Iteration 12Q: 3 clusters Score -7574548 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7574826.000000 Penalty: 5487.981934
	Iteration 13Q: 3 clusters Score -7574826 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7574964.000000 Penalty: 5487.981934
	Iteration 14Q: 3 clusters Score -7574964 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7575035.000000 Penalty: 5487.981934
	Iteration 15Q: 3 clusters Score -7575035 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7575068.000000 Penalty: 5487.981934
	Iteration 16Q: 3 clusters Score -7575068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7575088.500000 Penalty: 5487.981934
	Iteration 17Q: 3 clusters Score -7575088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7575120.000000 Penalty: 5487.981934
	Iteration 18Q: 3 clusters Score -7575120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7575138.500000 Penalty: 5487.981934
	Iteration 19Q: 3 clusters Score -7575138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7575157.500000 Penalty: 5487.981934
	Iteration 20F: 3 clusters Score -7575158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7575171.000000 Penalty: 5487.981934
	Iteration 21Q: 3 clusters Score -7575171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7575186.000000 Penalty: 5487.981934
	Iteration 22Q: 3 clusters Score -7575186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7575193.500000 Penalty: 5487.981934
	Iteration 23Q: 3 clusters Score -7575194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7575204.500000 Penalty: 5487.981934
	Iteration 24Q: 3 clusters Score -7575204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7575199.500000 Penalty: 5487.981934
	Iteration 25Q: 3 clusters Score -7575200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7575192.000000 Penalty: 5487.981934
	Iteration 26Q: 3 clusters Score -7575192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7575197.500000 Penalty: 5487.981934
	Iteration 27Q: 3 clusters Score -7575198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7575197.000000 Penalty: 5487.981934
	Iteration 28Q: 3 clusters Score -7575197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7575197.500000 Penalty: 5487.981934
	Iteration 29Q: 3 clusters Score -7575198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7575198.000000 Penalty: 5487.981934
	Iteration 30Q: 3 clusters Score -7575198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7575193.500000 Penalty: 5487.981934
	Iteration 31Q: 3 clusters Score -7575194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7575193.000000 Penalty: 5487.981934
	Iteration 32Q: 3 clusters Score -7575193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7575202.500000 Penalty: 5487.981934
	Iteration 33Q: 3 clusters Score -7575202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7575201.500000 Penalty: 5487.981934
	Iteration 34Q: 3 clusters Score -7575202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7575195.500000 Penalty: 5487.981934
	Iteration 35Q: 3 clusters Score -7575196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7575204.500000 Penalty: 5487.981934
	Iteration 36Q: 3 clusters Score -7575204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7575209.500000 Penalty: 5487.981934
	Iteration 37Q: 3 clusters Score -7575210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7575211.000000 Penalty: 5487.981934
	Iteration 38Q: 3 clusters Score -7575211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7575221.000000 Penalty: 5487.981934
	Iteration 39Q: 3 clusters Score -7575221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7575221.000000 Penalty: 5487.981934
	Iteration 40F: 3 clusters Score -7575221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177556 members 
Mstep: Class 3 contains 45137 members 
Mstep: Class 4 contains 13788 members 
Mstep: Class 5 contains 7795 members 
Mstep: Class 6 contains 9245 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 6268 members 
Mstep: Class 9 contains 39346 members 
Mstep: Class 10 contains 13559 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61677 members 
Mstep: Class 13 contains 96299 members 
Mstep: Class 14 contains 203534 members 
Mstep: Class 15 contains 10002 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45354 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11406 members 
Mstep: Class 20 contains 38227 members 
Mstep: Class 21 contains 13132 members 
Mstep: Class 22 contains 156674 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 17810 members 
Mstep: Class 27 contains 37499 members 
Mstep: Class 28 contains 213646 members 
Mstep: Class 29 contains 63862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053616.000000 Penalty: 101497.804688
Iteration 359Q: 30 clusters Score -1.560536e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177542 members 
Mstep: Class 3 contains 45106 members 
Mstep: Class 4 contains 13787 members 
Mstep: Class 5 contains 7834 members 
Mstep: Class 6 contains 9243 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 6268 members 
Mstep: Class 9 contains 39347 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61677 members 
Mstep: Class 13 contains 96301 members 
Mstep: Class 14 contains 203536 members 
Mstep: Class 15 contains 10002 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45368 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11406 members 
Mstep: Class 20 contains 38228 members 
Mstep: Class 21 contains 13136 members 
Mstep: Class 22 contains 156674 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 17809 members 
Mstep: Class 27 contains 37499 members 
Mstep: Class 28 contains 213634 members 
Mstep: Class 29 contains 63862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053648.000000 Penalty: 101497.804688
Iteration 360F: 30 clusters Score -1.560536e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177530 members 
Mstep: Class 3 contains 45080 members 
Mstep: Class 4 contains 13788 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 9243 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 6265 members 
Mstep: Class 9 contains 39347 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61678 members 
Mstep: Class 13 contains 96302 members 
Mstep: Class 14 contains 203541 members 
Mstep: Class 15 contains 10001 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45389 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38226 members 
Mstep: Class 21 contains 13138 members 
Mstep: Class 22 contains 156673 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 17810 members 
Mstep: Class 27 contains 37500 members 
Mstep: Class 28 contains 213617 members 
Mstep: Class 29 contains 63861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053552.000000 Penalty: 101497.804688
Iteration 361Q: 30 clusters Score -1.560536e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177521 members 
Mstep: Class 3 contains 45062 members 
Mstep: Class 4 contains 13787 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 9243 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 6266 members 
Mstep: Class 9 contains 39351 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61679 members 
Mstep: Class 13 contains 96300 members 
Mstep: Class 14 contains 203531 members 
Mstep: Class 15 contains 10000 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45404 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 156675 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3059 members 
Mstep: Class 26 contains 17811 members 
Mstep: Class 27 contains 37499 members 
Mstep: Class 28 contains 213602 members 
Mstep: Class 29 contains 63859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053344.000000 Penalty: 101497.804688
Iteration 362Q: 30 clusters Score -1.560533e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 177517 members 
Mstep: Class 3 contains 45039 members 
Mstep: Class 4 contains 13787 members 
Mstep: Class 5 contains 7921 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 6265 members 
Mstep: Class 9 contains 39355 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61674 members 
Mstep: Class 13 contains 96300 members 
Mstep: Class 14 contains 203530 members 
Mstep: Class 15 contains 9998 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45414 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38236 members 
Mstep: Class 21 contains 13149 members 
Mstep: Class 22 contains 156674 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3058 members 
Mstep: Class 26 contains 17812 members 
Mstep: Class 27 contains 37499 members 
Mstep: Class 28 contains 213593 members 
Mstep: Class 29 contains 63856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053488.000000 Penalty: 101497.804688
Iteration 363Q: 30 clusters Score -1.560535e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 177510 members 
Mstep: Class 3 contains 45023 members 
Mstep: Class 4 contains 13784 members 
Mstep: Class 5 contains 7943 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 6264 members 
Mstep: Class 9 contains 39356 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61674 members 
Mstep: Class 13 contains 96300 members 
Mstep: Class 14 contains 203528 members 
Mstep: Class 15 contains 9997 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45419 members 
Mstep: Class 18 contains 5194 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38246 members 
Mstep: Class 21 contains 13157 members 
Mstep: Class 22 contains 156666 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3058 members 
Mstep: Class 26 contains 17811 members 
Mstep: Class 27 contains 37498 members 
Mstep: Class 28 contains 213592 members 
Mstep: Class 29 contains 63853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053632.000000 Penalty: 101497.804688
Iteration 364Q: 30 clusters Score -1.560536e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 177517 members 
Mstep: Class 3 contains 44991 members 
Mstep: Class 4 contains 13780 members 
Mstep: Class 5 contains 7974 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 28649 members 
Mstep: Class 8 contains 6263 members 
Mstep: Class 9 contains 39358 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61671 members 
Mstep: Class 13 contains 96297 members 
Mstep: Class 14 contains 203521 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45428 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 13161 members 
Mstep: Class 22 contains 156662 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3058 members 
Mstep: Class 26 contains 17812 members 
Mstep: Class 27 contains 37500 members 
Mstep: Class 28 contains 213582 members 
Mstep: Class 29 contains 63851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053408.000000 Penalty: 101497.804688
Iteration 365Q: 30 clusters Score -1.560534e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 177509 members 
Mstep: Class 3 contains 44964 members 
Mstep: Class 4 contains 13781 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 6 contains 9234 members 
Mstep: Class 7 contains 28649 members 
Mstep: Class 8 contains 6262 members 
Mstep: Class 9 contains 39359 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61670 members 
Mstep: Class 13 contains 96295 members 
Mstep: Class 14 contains 203519 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45439 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 13166 members 
Mstep: Class 22 contains 156662 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3057 members 
Mstep: Class 26 contains 17812 members 
Mstep: Class 27 contains 37504 members 
Mstep: Class 28 contains 213576 members 
Mstep: Class 29 contains 63850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053488.000000 Penalty: 101497.804688
Iteration 366Q: 30 clusters Score -1.560535e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 177508 members 
Mstep: Class 3 contains 44936 members 
Mstep: Class 4 contains 13781 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 28650 members 
Mstep: Class 8 contains 6258 members 
Mstep: Class 9 contains 39359 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61670 members 
Mstep: Class 13 contains 96293 members 
Mstep: Class 14 contains 203519 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45446 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38251 members 
Mstep: Class 21 contains 13170 members 
Mstep: Class 22 contains 156658 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 3058 members 
Mstep: Class 26 contains 17812 members 
Mstep: Class 27 contains 37504 members 
Mstep: Class 28 contains 213570 members 
Mstep: Class 29 contains 63852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053472.000000 Penalty: 101497.804688
Iteration 367Q: 30 clusters Score -1.560535e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 177514 members 
Mstep: Class 3 contains 44898 members 
Mstep: Class 4 contains 13780 members 
Mstep: Class 5 contains 8072 members 
Mstep: Class 6 contains 9230 members 
Mstep: Class 7 contains 28649 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 39357 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61668 members 
Mstep: Class 13 contains 96292 members 
Mstep: Class 14 contains 203514 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45454 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38253 members 
Mstep: Class 21 contains 13176 members 
Mstep: Class 22 contains 156661 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 3057 members 
Mstep: Class 26 contains 17813 members 
Mstep: Class 27 contains 37505 members 
Mstep: Class 28 contains 213566 members 
Mstep: Class 29 contains 63854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053328.000000 Penalty: 101497.804688
Iteration 368Q: 30 clusters Score -1.560533e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 177515 members 
Mstep: Class 3 contains 44852 members 
Mstep: Class 4 contains 13777 members 
Mstep: Class 5 contains 8116 members 
Mstep: Class 6 contains 9229 members 
Mstep: Class 7 contains 28647 members 
Mstep: Class 8 contains 6255 members 
Mstep: Class 9 contains 39356 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 61671 members 
Mstep: Class 13 contains 96291 members 
Mstep: Class 14 contains 203512 members 
Mstep: Class 15 contains 9997 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45464 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38257 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 156657 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17813 members 
Mstep: Class 27 contains 37506 members 
Mstep: Class 28 contains 213557 members 
Mstep: Class 29 contains 63854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053328.000000 Penalty: 101497.804688
Iteration 369Q: 30 clusters Score -1.560533e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 177529 members 
Mstep: Class 3 contains 44804 members 
Mstep: Class 4 contains 13772 members 
Mstep: Class 5 contains 8164 members 
Mstep: Class 6 contains 9229 members 
Mstep: Class 7 contains 28649 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 39357 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 61669 members 
Mstep: Class 13 contains 96288 members 
Mstep: Class 14 contains 203503 members 
Mstep: Class 15 contains 9997 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45472 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38257 members 
Mstep: Class 21 contains 13183 members 
Mstep: Class 22 contains 156653 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 17812 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213551 members 
Mstep: Class 29 contains 63853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053424.000000 Penalty: 101497.804688
Iteration 370Q: 30 clusters Score -1.560534e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 177541 members 
Mstep: Class 3 contains 44765 members 
Mstep: Class 4 contains 13767 members 
Mstep: Class 5 contains 8202 members 
Mstep: Class 6 contains 9230 members 
Mstep: Class 7 contains 28649 members 
Mstep: Class 8 contains 6257 members 
Mstep: Class 9 contains 39359 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61667 members 
Mstep: Class 13 contains 96284 members 
Mstep: Class 14 contains 203498 members 
Mstep: Class 15 contains 9997 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45481 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38252 members 
Mstep: Class 21 contains 13186 members 
Mstep: Class 22 contains 156646 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17810 members 
Mstep: Class 27 contains 37511 members 
Mstep: Class 28 contains 213547 members 
Mstep: Class 29 contains 63852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053408.000000 Penalty: 101497.804688
Iteration 371Q: 30 clusters Score -1.560534e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 177546 members 
Mstep: Class 3 contains 44731 members 
Mstep: Class 4 contains 13766 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 9228 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 6257 members 
Mstep: Class 9 contains 39359 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61666 members 
Mstep: Class 13 contains 96282 members 
Mstep: Class 14 contains 203497 members 
Mstep: Class 15 contains 9997 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45485 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38251 members 
Mstep: Class 21 contains 13185 members 
Mstep: Class 22 contains 156645 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 17811 members 
Mstep: Class 27 contains 37511 members 
Mstep: Class 28 contains 213543 members 
Mstep: Class 29 contains 63853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053488.000000 Penalty: 101497.804688
Iteration 372Q: 30 clusters Score -1.560535e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 177549 members 
Mstep: Class 3 contains 44704 members 
Mstep: Class 4 contains 13767 members 
Mstep: Class 5 contains 8267 members 
Mstep: Class 6 contains 9229 members 
Mstep: Class 7 contains 28646 members 
Mstep: Class 8 contains 6255 members 
Mstep: Class 9 contains 39360 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61666 members 
Mstep: Class 13 contains 96281 members 
Mstep: Class 14 contains 203492 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45493 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 38251 members 
Mstep: Class 21 contains 13183 members 
Mstep: Class 22 contains 156648 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 17812 members 
Mstep: Class 27 contains 37512 members 
Mstep: Class 28 contains 213538 members 
Mstep: Class 29 contains 63853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053536.000000 Penalty: 101497.804688
Iteration 373Q: 30 clusters Score -1.560535e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 177553 members 
Mstep: Class 3 contains 44679 members 
Mstep: Class 4 contains 13765 members 
Mstep: Class 5 contains 8290 members 
Mstep: Class 6 contains 9228 members 
Mstep: Class 7 contains 28644 members 
Mstep: Class 8 contains 6259 members 
Mstep: Class 9 contains 39360 members 
Mstep: Class 10 contains 13556 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61668 members 
Mstep: Class 13 contains 96280 members 
Mstep: Class 14 contains 203487 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45498 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 38250 members 
Mstep: Class 21 contains 13181 members 
Mstep: Class 22 contains 156649 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 17812 members 
Mstep: Class 27 contains 37512 members 
Mstep: Class 28 contains 213538 members 
Mstep: Class 29 contains 63854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053600.000000 Penalty: 101497.804688
Iteration 374Q: 30 clusters Score -1.560536e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 177552 members 
Mstep: Class 3 contains 44657 members 
Mstep: Class 4 contains 13769 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 9229 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 6263 members 
Mstep: Class 9 contains 39360 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61668 members 
Mstep: Class 13 contains 96277 members 
Mstep: Class 14 contains 203481 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45500 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 38252 members 
Mstep: Class 21 contains 13180 members 
Mstep: Class 22 contains 156650 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 17812 members 
Mstep: Class 27 contains 37512 members 
Mstep: Class 28 contains 213537 members 
Mstep: Class 29 contains 63857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053664.000000 Penalty: 101497.804688
Iteration 375Q: 30 clusters Score -1.560537e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 177555 members 
Mstep: Class 3 contains 44637 members 
Mstep: Class 4 contains 13773 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 6 contains 9226 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 6260 members 
Mstep: Class 9 contains 39358 members 
Mstep: Class 10 contains 13561 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61668 members 
Mstep: Class 13 contains 96276 members 
Mstep: Class 14 contains 203481 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45505 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 38252 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 156652 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17812 members 
Mstep: Class 27 contains 37511 members 
Mstep: Class 28 contains 213536 members 
Mstep: Class 29 contains 63859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053760.000000 Penalty: 101497.804688
Iteration 376Q: 30 clusters Score -1.560538e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 177554 members 
Mstep: Class 3 contains 44619 members 
Mstep: Class 4 contains 13773 members 
Mstep: Class 5 contains 8324 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 6256 members 
Mstep: Class 9 contains 39359 members 
Mstep: Class 10 contains 13565 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61672 members 
Mstep: Class 13 contains 96274 members 
Mstep: Class 14 contains 203478 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45507 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 38253 members 
Mstep: Class 21 contains 13180 members 
Mstep: Class 22 contains 156653 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17812 members 
Mstep: Class 27 contains 37512 members 
Mstep: Class 28 contains 213541 members 
Mstep: Class 29 contains 63861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053584.000000 Penalty: 101497.804688
Iteration 377Q: 30 clusters Score -1.560536e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177549 members 
Mstep: Class 3 contains 44605 members 
Mstep: Class 4 contains 13775 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 9229 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 6255 members 
Mstep: Class 9 contains 39359 members 
Mstep: Class 10 contains 13572 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61672 members 
Mstep: Class 13 contains 96275 members 
Mstep: Class 14 contains 203477 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45508 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 13180 members 
Mstep: Class 22 contains 156654 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17812 members 
Mstep: Class 27 contains 37512 members 
Mstep: Class 28 contains 213541 members 
Mstep: Class 29 contains 63862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053664.000000 Penalty: 101497.804688
Iteration 378Q: 30 clusters Score -1.560537e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177543 members 
Mstep: Class 3 contains 44590 members 
Mstep: Class 4 contains 13776 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 9228 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 6256 members 
Mstep: Class 9 contains 39359 members 
Mstep: Class 10 contains 13578 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61672 members 
Mstep: Class 13 contains 96275 members 
Mstep: Class 14 contains 203475 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45514 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 38255 members 
Mstep: Class 21 contains 13180 members 
Mstep: Class 22 contains 156652 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17811 members 
Mstep: Class 27 contains 37511 members 
Mstep: Class 28 contains 213544 members 
Mstep: Class 29 contains 63861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053792.000000 Penalty: 101497.804688
Iteration 379Q: 30 clusters Score -1.560538e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177539 members 
Mstep: Class 3 contains 44575 members 
Mstep: Class 4 contains 13776 members 
Mstep: Class 5 contains 8352 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 28644 members 
Mstep: Class 8 contains 6256 members 
Mstep: Class 9 contains 39360 members 
Mstep: Class 10 contains 13581 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61670 members 
Mstep: Class 13 contains 96275 members 
Mstep: Class 14 contains 203471 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45519 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 38256 members 
Mstep: Class 21 contains 13181 members 
Mstep: Class 22 contains 156652 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17809 members 
Mstep: Class 27 contains 37510 members 
Mstep: Class 28 contains 213544 members 
Mstep: Class 29 contains 63862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053840.000000 Penalty: 101497.804688
Iteration 380F: 30 clusters Score -1.560538e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177541 members 
Mstep: Class 3 contains 44559 members 
Mstep: Class 4 contains 13777 members 
Mstep: Class 5 contains 8368 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 28645 members 
Mstep: Class 8 contains 6252 members 
Mstep: Class 9 contains 39362 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61674 members 
Mstep: Class 13 contains 96275 members 
Mstep: Class 14 contains 203468 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45522 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 38256 members 
Mstep: Class 21 contains 13180 members 
Mstep: Class 22 contains 156649 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17807 members 
Mstep: Class 27 contains 37510 members 
Mstep: Class 28 contains 213543 members 
Mstep: Class 29 contains 63861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053920.000000 Penalty: 101497.804688
Iteration 381Q: 30 clusters Score -1.560539e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 177542 members 
Mstep: Class 3 contains 44547 members 
Mstep: Class 4 contains 13778 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 28644 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 39363 members 
Mstep: Class 10 contains 13585 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61674 members 
Mstep: Class 13 contains 96275 members 
Mstep: Class 14 contains 203467 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 45527 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 38256 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 156646 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37510 members 
Mstep: Class 28 contains 213537 members 
Mstep: Class 29 contains 63863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053840.000000 Penalty: 101497.804688
Iteration 382Q: 30 clusters Score -1.560538e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 177541 members 
Mstep: Class 3 contains 44538 members 
Mstep: Class 4 contains 13778 members 
Mstep: Class 5 contains 8385 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 28644 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61675 members 
Mstep: Class 13 contains 96274 members 
Mstep: Class 14 contains 203466 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4696 members 
Mstep: Class 17 contains 45530 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38257 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 156646 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37510 members 
Mstep: Class 28 contains 213531 members 
Mstep: Class 29 contains 63862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053808.000000 Penalty: 101497.804688
Iteration 383Q: 30 clusters Score -1.560538e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 177539 members 
Mstep: Class 3 contains 44531 members 
Mstep: Class 4 contains 13782 members 
Mstep: Class 5 contains 8387 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 28644 members 
Mstep: Class 8 contains 6247 members 
Mstep: Class 9 contains 39365 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61674 members 
Mstep: Class 13 contains 96274 members 
Mstep: Class 14 contains 203466 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45541 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 156646 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213523 members 
Mstep: Class 29 contains 63864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053728.000000 Penalty: 101497.804688
Iteration 384Q: 30 clusters Score -1.560537e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 177542 members 
Mstep: Class 3 contains 44524 members 
Mstep: Class 4 contains 13786 members 
Mstep: Class 5 contains 8389 members 
Mstep: Class 6 contains 9242 members 
Mstep: Class 7 contains 28644 members 
Mstep: Class 8 contains 6247 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61673 members 
Mstep: Class 13 contains 96272 members 
Mstep: Class 14 contains 203466 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45549 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38257 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 156648 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37510 members 
Mstep: Class 28 contains 213513 members 
Mstep: Class 29 contains 63864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053648.000000 Penalty: 101497.804688
Iteration 385Q: 30 clusters Score -1.560536e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 177542 members 
Mstep: Class 3 contains 44521 members 
Mstep: Class 4 contains 13788 members 
Mstep: Class 5 contains 8393 members 
Mstep: Class 6 contains 9245 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 6247 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61673 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203468 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45559 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38257 members 
Mstep: Class 21 contains 13178 members 
Mstep: Class 22 contains 156649 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37510 members 
Mstep: Class 28 contains 213498 members 
Mstep: Class 29 contains 63863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053696.000000 Penalty: 101497.804688
Iteration 386Q: 30 clusters Score -1.560537e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 177542 members 
Mstep: Class 3 contains 44515 members 
Mstep: Class 4 contains 13790 members 
Mstep: Class 5 contains 8396 members 
Mstep: Class 6 contains 9247 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 39363 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61672 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203469 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45573 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11402 members 
Mstep: Class 20 contains 38256 members 
Mstep: Class 21 contains 13178 members 
Mstep: Class 22 contains 156650 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213488 members 
Mstep: Class 29 contains 63863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053664.000000 Penalty: 101497.804688
Iteration 387Q: 30 clusters Score -1.560537e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 177543 members 
Mstep: Class 3 contains 44515 members 
Mstep: Class 4 contains 13789 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 9249 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 6245 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61672 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203464 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45581 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38255 members 
Mstep: Class 21 contains 13178 members 
Mstep: Class 22 contains 156651 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213481 members 
Mstep: Class 29 contains 63863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053616.000000 Penalty: 101497.804688
Iteration 388Q: 30 clusters Score -1.560536e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177539 members 
Mstep: Class 3 contains 44515 members 
Mstep: Class 4 contains 13789 members 
Mstep: Class 5 contains 8401 members 
Mstep: Class 6 contains 9249 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61671 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203462 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45591 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11402 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 156652 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213475 members 
Mstep: Class 29 contains 63864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053584.000000 Penalty: 101497.804688
Iteration 389Q: 30 clusters Score -1.560536e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177541 members 
Mstep: Class 3 contains 44511 members 
Mstep: Class 4 contains 13788 members 
Mstep: Class 5 contains 8404 members 
Mstep: Class 6 contains 9249 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39362 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61672 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203461 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45596 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 38253 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 156650 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213477 members 
Mstep: Class 29 contains 63864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053648.000000 Penalty: 101497.804688
Iteration 390Q: 30 clusters Score -1.560536e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177543 members 
Mstep: Class 3 contains 44508 members 
Mstep: Class 4 contains 13788 members 
Mstep: Class 5 contains 8404 members 
Mstep: Class 6 contains 9249 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39362 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61672 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203461 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45597 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 38253 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 156651 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213475 members 
Mstep: Class 29 contains 63864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053712.000000 Penalty: 101497.804688
Iteration 391Q: 30 clusters Score -1.560537e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177544 members 
Mstep: Class 3 contains 44506 members 
Mstep: Class 4 contains 13788 members 
Mstep: Class 5 contains 8406 members 
Mstep: Class 6 contains 9249 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39362 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61672 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203461 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45599 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 38253 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 156651 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213472 members 
Mstep: Class 29 contains 63864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053696.000000 Penalty: 101497.804688
Iteration 392Q: 30 clusters Score -1.560537e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177545 members 
Mstep: Class 3 contains 44505 members 
Mstep: Class 4 contains 13788 members 
Mstep: Class 5 contains 8407 members 
Mstep: Class 6 contains 9249 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39362 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61672 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203461 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45604 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 38253 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 156652 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213465 members 
Mstep: Class 29 contains 63864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053664.000000 Penalty: 101497.804688
Iteration 393Q: 30 clusters Score -1.560537e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177547 members 
Mstep: Class 3 contains 44503 members 
Mstep: Class 4 contains 13789 members 
Mstep: Class 5 contains 8407 members 
Mstep: Class 6 contains 9249 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39362 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61672 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203461 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45607 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 156651 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213461 members 
Mstep: Class 29 contains 63864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053616.000000 Penalty: 101497.804688
Iteration 394Q: 30 clusters Score -1.560536e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177547 members 
Mstep: Class 3 contains 44501 members 
Mstep: Class 4 contains 13790 members 
Mstep: Class 5 contains 8408 members 
Mstep: Class 6 contains 9250 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39363 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61672 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203461 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45613 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 38256 members 
Mstep: Class 21 contains 13178 members 
Mstep: Class 22 contains 156652 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213452 members 
Mstep: Class 29 contains 63864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053568.000000 Penalty: 101497.804688
Iteration 395Q: 30 clusters Score -1.560536e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177548 members 
Mstep: Class 3 contains 44500 members 
Mstep: Class 4 contains 13790 members 
Mstep: Class 5 contains 8410 members 
Mstep: Class 6 contains 9251 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39363 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61672 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203462 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45628 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 13174 members 
Mstep: Class 22 contains 156651 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213438 members 
Mstep: Class 29 contains 63866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053536.000000 Penalty: 101497.804688
Iteration 396Q: 30 clusters Score -1.560535e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177548 members 
Mstep: Class 3 contains 44498 members 
Mstep: Class 4 contains 13790 members 
Mstep: Class 5 contains 8414 members 
Mstep: Class 6 contains 9252 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39363 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61673 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203457 members 
Mstep: Class 15 contains 9996 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45644 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13172 members 
Mstep: Class 22 contains 156646 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213423 members 
Mstep: Class 29 contains 63869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053600.000000 Penalty: 101497.804688
Iteration 397Q: 30 clusters Score -1.560536e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177549 members 
Mstep: Class 3 contains 44496 members 
Mstep: Class 4 contains 13790 members 
Mstep: Class 5 contains 8416 members 
Mstep: Class 6 contains 9252 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61675 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203456 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45651 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 38259 members 
Mstep: Class 21 contains 13169 members 
Mstep: Class 22 contains 156644 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37511 members 
Mstep: Class 28 contains 213414 members 
Mstep: Class 29 contains 63871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053664.000000 Penalty: 101497.804688
Iteration 398Q: 30 clusters Score -1.560537e+08 nChanged 37
Entering ConstructFrom: 
Score: -156053664.000000 Penalty: 101497.804688
Entering ConstructFrom: 
Trying to split cluster 1 (8352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Entering Unmasked Estep 
Score: -984513.187500 Penalty: 2239.503662
	Iteration 0F: 2 clusters Score -984513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -977860.687500 Penalty: 4479.007324
	Iteration 0F: 3 clusters Score -977860.7 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -979654.312500 Penalty: 4479.007324
	Iteration 1F: 3 clusters Score -979654.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -979921.750000 Penalty: 4479.007324
	Iteration 2F: 3 clusters Score -979921.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -980127.812500 Penalty: 4479.007324
	Iteration 3F: 3 clusters Score -980127.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -980284.750000 Penalty: 4479.007324
	Iteration 4Q: 3 clusters Score -980284.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -980428.312500 Penalty: 4479.007324
	Iteration 5Q: 3 clusters Score -980428.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -980541.437500 Penalty: 4479.007324
	Iteration 6Q: 3 clusters Score -980541.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -980630.125000 Penalty: 4479.007324
	Iteration 7Q: 3 clusters Score -980630.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -980715.750000 Penalty: 4479.007324
	Iteration 8Q: 3 clusters Score -980715.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -980785.062500 Penalty: 4479.007324
	Iteration 9Q: 3 clusters Score -980785.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -980834.062500 Penalty: 4479.007324
	Iteration 10Q: 3 clusters Score -980834.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -980893.625000 Penalty: 4479.007324
	Iteration 11Q: 3 clusters Score -980893.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -980968.250000 Penalty: 4479.007324
	Iteration 12Q: 3 clusters Score -980968.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -981054.312500 Penalty: 4479.007324
	Iteration 13Q: 3 clusters Score -981054.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -981142.937500 Penalty: 4479.007324
	Iteration 14Q: 3 clusters Score -981142.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -981243.812500 Penalty: 4479.007324
	Iteration 15Q: 3 clusters Score -981243.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -981372.562500 Penalty: 4479.007324
	Iteration 16Q: 3 clusters Score -981372.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -981522.000000 Penalty: 4479.007324
	Iteration 17Q: 3 clusters Score -981522 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -981684.187500 Penalty: 4479.007324
	Iteration 18Q: 3 clusters Score -981684.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -981843.000000 Penalty: 4479.007324
	Iteration 19Q: 3 clusters Score -981843 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -982005.812500 Penalty: 4479.007324
	Iteration 20F: 3 clusters Score -982005.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -982187.062500 Penalty: 4479.007324
	Iteration 21Q: 3 clusters Score -982187.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -982356.000000 Penalty: 4479.007324
	Iteration 22Q: 3 clusters Score -982356 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -982465.375000 Penalty: 4479.007324
	Iteration 23Q: 3 clusters Score -982465.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -982541.625000 Penalty: 4479.007324
	Iteration 24Q: 3 clusters Score -982541.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -982597.625000 Penalty: 4479.007324
	Iteration 25Q: 3 clusters Score -982597.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -982633.437500 Penalty: 4479.007324
	Iteration 26Q: 3 clusters Score -982633.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -982660.625000 Penalty: 4479.007324
	Iteration 27Q: 3 clusters Score -982660.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -982677.437500 Penalty: 4479.007324
	Iteration 28Q: 3 clusters Score -982677.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -982686.437500 Penalty: 4479.007324
	Iteration 29Q: 3 clusters Score -982686.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -982694.500000 Penalty: 4479.007324
	Iteration 30Q: 3 clusters Score -982694.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -982695.937500 Penalty: 4479.007324
	Iteration 31Q: 3 clusters Score -982695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -982696.375000 Penalty: 4479.007324
	Iteration 32Q: 3 clusters Score -982696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -982699.937500 Penalty: 4479.007324
	Iteration 33Q: 3 clusters Score -982699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -982698.375000 Penalty: 4479.007324
	Iteration 34Q: 3 clusters Score -982698.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -982698.375000 Penalty: 4479.007324
	Iteration 35F: 3 clusters Score -982698.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (177547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177547 members 
Entering Unmasked Estep 
Score: -21232146.000000 Penalty: 2997.573730
	Iteration 0F: 2 clusters Score -2.123215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 88778 members 
Entering Unmasked Estep 
Score: -21121010.000000 Penalty: 5995.147461
	Iteration 0F: 3 clusters Score -2.112101e+07 nChanged 85099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
Score: -21170040.000000 Penalty: 5995.147461
	Iteration 1F: 3 clusters Score -2.117004e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 87817 members 
Entering Unmasked Estep 
Score: -21171002.000000 Penalty: 5995.147461
	Iteration 2Q: 3 clusters Score -2.1171e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90382 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -21172110.000000 Penalty: 5995.147461
	Iteration 3Q: 3 clusters Score -2.117211e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 86077 members 
Entering Unmasked Estep 
Score: -21173240.000000 Penalty: 5995.147461
	Iteration 4Q: 3 clusters Score -2.117324e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93178 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -21174592.000000 Penalty: 5995.147461
	Iteration 5Q: 3 clusters Score -2.117459e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95708 members 
Mstep: Class 2 contains 81839 members 
Entering Unmasked Estep 
Score: -21176534.000000 Penalty: 5995.147461
	Iteration 6Q: 3 clusters Score -2.117653e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 78229 members 
Entering Unmasked Estep 
Score: -21179342.000000 Penalty: 5995.147461
	Iteration 7Q: 3 clusters Score -2.117934e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104332 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -21183098.000000 Penalty: 5995.147461
	Iteration 8Q: 3 clusters Score -2.11831e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110600 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -21187930.000000 Penalty: 5995.147461
	Iteration 9F: 3 clusters Score -2.118793e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118056 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -21194054.000000 Penalty: 5995.147461
	Iteration 10F: 3 clusters Score -2.119405e+07 nChanged 10177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126011 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -21202108.000000 Penalty: 5995.147461
	Iteration 11F: 3 clusters Score -2.120211e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133051 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -21210554.000000 Penalty: 5995.147461
	Iteration 12F: 3 clusters Score -2.121055e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138157 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -21217658.000000 Penalty: 5995.147461
	Iteration 13Q: 3 clusters Score -2.121766e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141664 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -21221634.000000 Penalty: 5995.147461
	Iteration 14Q: 3 clusters Score -2.122163e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144444 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -21223596.000000 Penalty: 5995.147461
	Iteration 15Q: 3 clusters Score -2.12236e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146838 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -21224576.000000 Penalty: 5995.147461
	Iteration 16Q: 3 clusters Score -2.122458e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148946 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -21225514.000000 Penalty: 5995.147461
	Iteration 17Q: 3 clusters Score -2.122551e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150880 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -21226132.000000 Penalty: 5995.147461
	Iteration 18Q: 3 clusters Score -2.122613e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152611 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -21226592.000000 Penalty: 5995.147461
	Iteration 19Q: 3 clusters Score -2.122659e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154114 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -21227046.000000 Penalty: 5995.147461
	Iteration 20F: 3 clusters Score -2.122705e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155414 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -21227580.000000 Penalty: 5995.147461
	Iteration 21Q: 3 clusters Score -2.122758e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156532 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -21227734.000000 Penalty: 5995.147461
	Iteration 22Q: 3 clusters Score -2.122773e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157516 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -21227896.000000 Penalty: 5995.147461
	Iteration 23Q: 3 clusters Score -2.12279e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158361 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -21228056.000000 Penalty: 5995.147461
	Iteration 24Q: 3 clusters Score -2.122806e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159126 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -21228166.000000 Penalty: 5995.147461
	Iteration 25Q: 3 clusters Score -2.122817e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159829 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -21228282.000000 Penalty: 5995.147461
	Iteration 26Q: 3 clusters Score -2.122828e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160463 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -21228340.000000 Penalty: 5995.147461
	Iteration 27Q: 3 clusters Score -2.122834e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161078 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -21228346.000000 Penalty: 5995.147461
	Iteration 28Q: 3 clusters Score -2.122835e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161659 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -21228418.000000 Penalty: 5995.147461
	Iteration 29Q: 3 clusters Score -2.122842e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162215 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -21228508.000000 Penalty: 5995.147461
	Iteration 30Q: 3 clusters Score -2.122851e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162745 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -21228596.000000 Penalty: 5995.147461
	Iteration 31Q: 3 clusters Score -2.12286e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163215 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -21228678.000000 Penalty: 5995.147461
	Iteration 32Q: 3 clusters Score -2.122868e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163689 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -21228760.000000 Penalty: 5995.147461
	Iteration 33Q: 3 clusters Score -2.122876e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164104 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -21228892.000000 Penalty: 5995.147461
	Iteration 34Q: 3 clusters Score -2.122889e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164496 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -21228926.000000 Penalty: 5995.147461
	Iteration 35Q: 3 clusters Score -2.122893e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164866 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -21228854.000000 Penalty: 5995.147461
	Iteration 36Q: 3 clusters Score -2.122885e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165215 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -21228880.000000 Penalty: 5995.147461
	Iteration 37Q: 3 clusters Score -2.122888e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165550 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -21228834.000000 Penalty: 5995.147461
	Iteration 38Q: 3 clusters Score -2.122883e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165885 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -21228866.000000 Penalty: 5995.147461
	Iteration 39Q: 3 clusters Score -2.122887e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166244 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -21228954.000000 Penalty: 5995.147461
	Iteration 40F: 3 clusters Score -2.122895e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166600 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -21228976.000000 Penalty: 5995.147461
	Iteration 41Q: 3 clusters Score -2.122898e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166943 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -21228998.000000 Penalty: 5995.147461
	Iteration 42Q: 3 clusters Score -2.1229e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167287 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -21229090.000000 Penalty: 5995.147461
	Iteration 43Q: 3 clusters Score -2.122909e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167627 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -21229142.000000 Penalty: 5995.147461
	Iteration 44Q: 3 clusters Score -2.122914e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167970 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -21229154.000000 Penalty: 5995.147461
	Iteration 45Q: 3 clusters Score -2.122915e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168280 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -21229120.000000 Penalty: 5995.147461
	Iteration 46Q: 3 clusters Score -2.122912e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168578 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -21229148.000000 Penalty: 5995.147461
	Iteration 47Q: 3 clusters Score -2.122915e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -21229188.000000 Penalty: 5995.147461
	Iteration 48Q: 3 clusters Score -2.122919e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169197 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -21229200.000000 Penalty: 5995.147461
	Iteration 49Q: 3 clusters Score -2.12292e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169489 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -21229250.000000 Penalty: 5995.147461
	Iteration 50Q: 3 clusters Score -2.122925e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169761 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -21229250.000000 Penalty: 5995.147461
	Iteration 51Q: 3 clusters Score -2.122925e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170052 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -21229266.000000 Penalty: 5995.147461
	Iteration 52Q: 3 clusters Score -2.122927e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170327 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -21229284.000000 Penalty: 5995.147461
	Iteration 53Q: 3 clusters Score -2.122928e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170588 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -21229262.000000 Penalty: 5995.147461
	Iteration 54Q: 3 clusters Score -2.122926e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170839 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -21229258.000000 Penalty: 5995.147461
	Iteration 55Q: 3 clusters Score -2.122926e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171081 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -21229260.000000 Penalty: 5995.147461
	Iteration 56Q: 3 clusters Score -2.122926e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171289 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -21229246.000000 Penalty: 5995.147461
	Iteration 57Q: 3 clusters Score -2.122925e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171496 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -21229272.000000 Penalty: 5995.147461
	Iteration 58Q: 3 clusters Score -2.122927e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171680 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -21229304.000000 Penalty: 5995.147461
	Iteration 59Q: 3 clusters Score -2.12293e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171879 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -21229296.000000 Penalty: 5995.147461
	Iteration 60F: 3 clusters Score -2.12293e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172054 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -21229344.000000 Penalty: 5995.147461
	Iteration 61Q: 3 clusters Score -2.122934e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172213 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -21229392.000000 Penalty: 5995.147461
	Iteration 62Q: 3 clusters Score -2.122939e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172365 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -21229404.000000 Penalty: 5995.147461
	Iteration 63Q: 3 clusters Score -2.12294e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172501 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -21229384.000000 Penalty: 5995.147461
	Iteration 64Q: 3 clusters Score -2.122938e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172638 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -21229474.000000 Penalty: 5995.147461
	Iteration 65Q: 3 clusters Score -2.122947e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172773 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -21229432.000000 Penalty: 5995.147461
	Iteration 66Q: 3 clusters Score -2.122943e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172897 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -21229424.000000 Penalty: 5995.147461
	Iteration 67Q: 3 clusters Score -2.122942e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173020 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -21229424.000000 Penalty: 5995.147461
	Iteration 68Q: 3 clusters Score -2.122942e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173145 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -21229430.000000 Penalty: 5995.147461
	Iteration 69Q: 3 clusters Score -2.122943e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173264 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -21229448.000000 Penalty: 5995.147461
	Iteration 70Q: 3 clusters Score -2.122945e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173366 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -21229490.000000 Penalty: 5995.147461
	Iteration 71Q: 3 clusters Score -2.122949e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173466 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -21229474.000000 Penalty: 5995.147461
	Iteration 72Q: 3 clusters Score -2.122947e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173578 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -21229496.000000 Penalty: 5995.147461
	Iteration 73Q: 3 clusters Score -2.12295e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173678 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -21229514.000000 Penalty: 5995.147461
	Iteration 74Q: 3 clusters Score -2.122951e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173776 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -21229468.000000 Penalty: 5995.147461
	Iteration 75Q: 3 clusters Score -2.122947e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173871 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -21229452.000000 Penalty: 5995.147461
	Iteration 76Q: 3 clusters Score -2.122945e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173986 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -21229492.000000 Penalty: 5995.147461
	Iteration 77Q: 3 clusters Score -2.122949e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174096 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -21229510.000000 Penalty: 5995.147461
	Iteration 78Q: 3 clusters Score -2.122951e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174196 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -21229522.000000 Penalty: 5995.147461
	Iteration 79Q: 3 clusters Score -2.122952e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174289 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -21229550.000000 Penalty: 5995.147461
	Iteration 80F: 3 clusters Score -2.122955e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174377 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -21229512.000000 Penalty: 5995.147461
	Iteration 81Q: 3 clusters Score -2.122951e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174468 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -21229514.000000 Penalty: 5995.147461
	Iteration 82Q: 3 clusters Score -2.122951e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174558 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -21229544.000000 Penalty: 5995.147461
	Iteration 83Q: 3 clusters Score -2.122954e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174658 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -21229548.000000 Penalty: 5995.147461
	Iteration 84Q: 3 clusters Score -2.122955e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174736 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -21229546.000000 Penalty: 5995.147461
	Iteration 85Q: 3 clusters Score -2.122955e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174822 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -21229574.000000 Penalty: 5995.147461
	Iteration 86Q: 3 clusters Score -2.122957e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174899 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -21229574.000000 Penalty: 5995.147461
	Iteration 87Q: 3 clusters Score -2.122957e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174977 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -21229602.000000 Penalty: 5995.147461
	Iteration 88Q: 3 clusters Score -2.12296e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175044 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -21229620.000000 Penalty: 5995.147461
	Iteration 89Q: 3 clusters Score -2.122962e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175094 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -21229622.000000 Penalty: 5995.147461
	Iteration 90Q: 3 clusters Score -2.122962e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175143 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -21229626.000000 Penalty: 5995.147461
	Iteration 91Q: 3 clusters Score -2.122963e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175190 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -21229652.000000 Penalty: 5995.147461
	Iteration 92Q: 3 clusters Score -2.122965e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175229 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -21229658.000000 Penalty: 5995.147461
	Iteration 93Q: 3 clusters Score -2.122966e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175265 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -21229650.000000 Penalty: 5995.147461
	Iteration 94Q: 3 clusters Score -2.122965e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175301 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -21229660.000000 Penalty: 5995.147461
	Iteration 95Q: 3 clusters Score -2.122966e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175330 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -21229644.000000 Penalty: 5995.147461
	Iteration 96Q: 3 clusters Score -2.122964e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175362 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -21229648.000000 Penalty: 5995.147461
	Iteration 97Q: 3 clusters Score -2.122965e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175388 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -21229634.000000 Penalty: 5995.147461
	Iteration 98Q: 3 clusters Score -2.122963e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175415 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -21229650.000000 Penalty: 5995.147461
	Iteration 99Q: 3 clusters Score -2.122965e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175436 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -21229644.000000 Penalty: 5995.147461
	Iteration 100F: 3 clusters Score -2.122964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175454 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -21229636.000000 Penalty: 5995.147461
	Iteration 101Q: 3 clusters Score -2.122964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175476 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -21229612.000000 Penalty: 5995.147461
	Iteration 102Q: 3 clusters Score -2.122961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175498 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -21229628.000000 Penalty: 5995.147461
	Iteration 103Q: 3 clusters Score -2.122963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175514 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -21229622.000000 Penalty: 5995.147461
	Iteration 104Q: 3 clusters Score -2.122962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175530 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -21229616.000000 Penalty: 5995.147461
	Iteration 105Q: 3 clusters Score -2.122962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175548 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -21229622.000000 Penalty: 5995.147461
	Iteration 106Q: 3 clusters Score -2.122962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175560 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -21229652.000000 Penalty: 5995.147461
	Iteration 107Q: 3 clusters Score -2.122965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175578 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -21229648.000000 Penalty: 5995.147461
	Iteration 108Q: 3 clusters Score -2.122965e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175599 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -21229652.000000 Penalty: 5995.147461
	Iteration 109Q: 3 clusters Score -2.122965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175623 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -21229654.000000 Penalty: 5995.147461
	Iteration 110Q: 3 clusters Score -2.122965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175641 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -21229658.000000 Penalty: 5995.147461
	Iteration 111Q: 3 clusters Score -2.122966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175656 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -21229670.000000 Penalty: 5995.147461
	Iteration 112Q: 3 clusters Score -2.122967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175666 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -21229668.000000 Penalty: 5995.147461
	Iteration 113Q: 3 clusters Score -2.122967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175678 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -21229680.000000 Penalty: 5995.147461
	Iteration 114Q: 3 clusters Score -2.122968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175693 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -21229674.000000 Penalty: 5995.147461
	Iteration 115Q: 3 clusters Score -2.122967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175708 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -21229682.000000 Penalty: 5995.147461
	Iteration 116Q: 3 clusters Score -2.122968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175721 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -21229670.000000 Penalty: 5995.147461
	Iteration 117Q: 3 clusters Score -2.122967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175734 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -21229672.000000 Penalty: 5995.147461
	Iteration 118Q: 3 clusters Score -2.122967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175742 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -21229680.000000 Penalty: 5995.147461
	Iteration 119Q: 3 clusters Score -2.122968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175746 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -21229680.000000 Penalty: 5995.147461
	Iteration 120F: 3 clusters Score -2.122968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175749 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -21229680.000000 Penalty: 5995.147461
	Iteration 121Q: 3 clusters Score -2.122968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175753 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -21229676.000000 Penalty: 5995.147461
	Iteration 122Q: 3 clusters Score -2.122968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175759 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -21229688.000000 Penalty: 5995.147461
	Iteration 123Q: 3 clusters Score -2.122969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175761 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -21229692.000000 Penalty: 5995.147461
	Iteration 124Q: 3 clusters Score -2.122969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175762 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -21229690.000000 Penalty: 5995.147461
	Iteration 125Q: 3 clusters Score -2.122969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175763 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -21229686.000000 Penalty: 5995.147461
	Iteration 126Q: 3 clusters Score -2.122969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175764 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -21229696.000000 Penalty: 5995.147461
	Iteration 127Q: 3 clusters Score -2.12297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21229684.000000 Penalty: 5995.147461
	Iteration 128Q: 3 clusters Score -2.122968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21229684.000000 Penalty: 5995.147461
	Iteration 129F: 3 clusters Score -2.122968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Entering Unmasked Estep 
Score: -5294899.000000 Penalty: 2654.376709
	Iteration 0F: 2 clusters Score -5294899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -5264787.500000 Penalty: 5308.753418
	Iteration 0F: 3 clusters Score -5264788 nChanged 20632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -5276354.000000 Penalty: 5308.753418
	Iteration 1F: 3 clusters Score -5276354 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -5276997.500000 Penalty: 5308.753418
	Iteration 2Q: 3 clusters Score -5276998 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -5277669.000000 Penalty: 5308.753418
	Iteration 3Q: 3 clusters Score -5277669 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -5278508.500000 Penalty: 5308.753418
	Iteration 4Q: 3 clusters Score -5278508 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -5279666.000000 Penalty: 5308.753418
	Iteration 5F: 3 clusters Score -5279666 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -5281246.000000 Penalty: 5308.753418
	Iteration 6F: 3 clusters Score -5281246 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -5283550.000000 Penalty: 5308.753418
	Iteration 7F: 3 clusters Score -5283550 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -5286136.500000 Penalty: 5308.753418
	Iteration 8F: 3 clusters Score -5286136 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -5288540.500000 Penalty: 5308.753418
	Iteration 9F: 3 clusters Score -5288540 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -5290238.500000 Penalty: 5308.753418
	Iteration 10Q: 3 clusters Score -5290238 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -5291280.000000 Penalty: 5308.753418
	Iteration 11Q: 3 clusters Score -5291280 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -5291742.500000 Penalty: 5308.753418
	Iteration 12Q: 3 clusters Score -5291742 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -5291961.500000 Penalty: 5308.753418
	Iteration 13Q: 3 clusters Score -5291962 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -5292085.000000 Penalty: 5308.753418
	Iteration 14Q: 3 clusters Score -5292085 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -5292156.000000 Penalty: 5308.753418
	Iteration 15Q: 3 clusters Score -5292156 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -5292221.500000 Penalty: 5308.753418
	Iteration 16Q: 3 clusters Score -5292222 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -5292280.500000 Penalty: 5308.753418
	Iteration 17Q: 3 clusters Score -5292280 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -5292330.000000 Penalty: 5308.753418
	Iteration 18Q: 3 clusters Score -5292330 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -5292361.000000 Penalty: 5308.753418
	Iteration 19Q: 3 clusters Score -5292361 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -5292386.500000 Penalty: 5308.753418
	Iteration 20F: 3 clusters Score -5292386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -5292391.000000 Penalty: 5308.753418
	Iteration 21Q: 3 clusters Score -5292391 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -5292417.000000 Penalty: 5308.753418
	Iteration 22Q: 3 clusters Score -5292417 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -5292415.500000 Penalty: 5308.753418
	Iteration 23Q: 3 clusters Score -5292416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -5292425.500000 Penalty: 5308.753418
	Iteration 24Q: 3 clusters Score -5292426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -5292437.500000 Penalty: 5308.753418
	Iteration 25Q: 3 clusters Score -5292438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -5292447.000000 Penalty: 5308.753418
	Iteration 26Q: 3 clusters Score -5292447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -5292461.500000 Penalty: 5308.753418
	Iteration 27Q: 3 clusters Score -5292462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -5292462.500000 Penalty: 5308.753418
	Iteration 28Q: 3 clusters Score -5292462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -5292475.000000 Penalty: 5308.753418
	Iteration 29Q: 3 clusters Score -5292475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -5292482.500000 Penalty: 5308.753418
	Iteration 30Q: 3 clusters Score -5292482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -5292494.000000 Penalty: 5308.753418
	Iteration 31Q: 3 clusters Score -5292494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -5292501.500000 Penalty: 5308.753418
	Iteration 32Q: 3 clusters Score -5292502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -5292492.000000 Penalty: 5308.753418
	Iteration 33Q: 3 clusters Score -5292492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -5292512.500000 Penalty: 5308.753418
	Iteration 34Q: 3 clusters Score -5292512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -5292512.500000 Penalty: 5308.753418
	Iteration 35Q: 3 clusters Score -5292512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -5292502.500000 Penalty: 5308.753418
	Iteration 36Q: 3 clusters Score -5292502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -5292523.000000 Penalty: 5308.753418
	Iteration 37Q: 3 clusters Score -5292523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -5292530.000000 Penalty: 5308.753418
	Iteration 38Q: 3 clusters Score -5292530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -5292527.500000 Penalty: 5308.753418
	Iteration 39Q: 3 clusters Score -5292528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -5292530.500000 Penalty: 5308.753418
	Iteration 40F: 3 clusters Score -5292530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -5292524.000000 Penalty: 5308.753418
	Iteration 41Q: 3 clusters Score -5292524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -5292525.500000 Penalty: 5308.753418
	Iteration 42Q: 3 clusters Score -5292526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -5292532.000000 Penalty: 5308.753418
	Iteration 43Q: 3 clusters Score -5292532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -5292537.500000 Penalty: 5308.753418
	Iteration 44Q: 3 clusters Score -5292538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -5292527.000000 Penalty: 5308.753418
	Iteration 45Q: 3 clusters Score -5292527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -5292547.000000 Penalty: 5308.753418
	Iteration 46Q: 3 clusters Score -5292547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -5292547.000000 Penalty: 5308.753418
	Iteration 47Q: 3 clusters Score -5292547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -5292550.500000 Penalty: 5308.753418
	Iteration 48Q: 3 clusters Score -5292550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -5292538.000000 Penalty: 5308.753418
	Iteration 49Q: 3 clusters Score -5292538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -5292547.500000 Penalty: 5308.753418
	Iteration 50Q: 3 clusters Score -5292548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -5292557.000000 Penalty: 5308.753418
	Iteration 51Q: 3 clusters Score -5292557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -5292561.000000 Penalty: 5308.753418
	Iteration 52Q: 3 clusters Score -5292561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -5292562.500000 Penalty: 5308.753418
	Iteration 53Q: 3 clusters Score -5292562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -5292564.500000 Penalty: 5308.753418
	Iteration 54Q: 3 clusters Score -5292564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -5292571.000000 Penalty: 5308.753418
	Iteration 55Q: 3 clusters Score -5292571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -5292573.000000 Penalty: 5308.753418
	Iteration 56Q: 3 clusters Score -5292573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -5292578.500000 Penalty: 5308.753418
	Iteration 57Q: 3 clusters Score -5292578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -5292580.000000 Penalty: 5308.753418
	Iteration 58Q: 3 clusters Score -5292580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -5292580.000000 Penalty: 5308.753418
	Iteration 59Q: 3 clusters Score -5292580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -5292581.000000 Penalty: 5308.753418
	Iteration 60F: 3 clusters Score -5292581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -5292588.500000 Penalty: 5308.753418
	Iteration 61Q: 3 clusters Score -5292588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -5292584.500000 Penalty: 5308.753418
	Iteration 62Q: 3 clusters Score -5292584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -5292581.500000 Penalty: 5308.753418
	Iteration 63Q: 3 clusters Score -5292582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -5292579.000000 Penalty: 5308.753418
	Iteration 64Q: 3 clusters Score -5292579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -5292580.500000 Penalty: 5308.753418
	Iteration 65Q: 3 clusters Score -5292580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -5292583.500000 Penalty: 5308.753418
	Iteration 66Q: 3 clusters Score -5292584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -5292583.500000 Penalty: 5308.753418
	Iteration 67Q: 3 clusters Score -5292584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -5292583.500000 Penalty: 5308.753418
	Iteration 68Q: 3 clusters Score -5292584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -5292583.500000 Penalty: 5308.753418
	Iteration 69F: 3 clusters Score -5292584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Entering Unmasked Estep 
Score: -1618366.500000 Penalty: 2363.879395
	Iteration 0F: 2 clusters Score -1618366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1608266.875000 Penalty: 4727.758789
	Iteration 0F: 3 clusters Score -1608267 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1611425.125000 Penalty: 4727.758789
	Iteration 1F: 3 clusters Score -1611425 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1611754.000000 Penalty: 4727.758789
	Iteration 2F: 3 clusters Score -1611754 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1611999.125000 Penalty: 4727.758789
	Iteration 3Q: 3 clusters Score -1611999 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1612251.375000 Penalty: 4727.758789
	Iteration 4Q: 3 clusters Score -1612251 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1612478.250000 Penalty: 4727.758789
	Iteration 5Q: 3 clusters Score -1612478 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1612707.500000 Penalty: 4727.758789
	Iteration 6Q: 3 clusters Score -1612708 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1612949.375000 Penalty: 4727.758789
	Iteration 7Q: 3 clusters Score -1612949 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1613237.875000 Penalty: 4727.758789
	Iteration 8Q: 3 clusters Score -1613238 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1613567.250000 Penalty: 4727.758789
	Iteration 9Q: 3 clusters Score -1613567 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1613969.375000 Penalty: 4727.758789
	Iteration 10Q: 3 clusters Score -1613969 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1614464.875000 Penalty: 4727.758789
	Iteration 11Q: 3 clusters Score -1614465 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1614985.500000 Penalty: 4727.758789
	Iteration 12Q: 3 clusters Score -1614986 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1615557.500000 Penalty: 4727.758789
	Iteration 13Q: 3 clusters Score -1615558 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1616058.250000 Penalty: 4727.758789
	Iteration 14Q: 3 clusters Score -1616058 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1616374.250000 Penalty: 4727.758789
	Iteration 15Q: 3 clusters Score -1616374 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1616525.125000 Penalty: 4727.758789
	Iteration 16Q: 3 clusters Score -1616525 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1616625.125000 Penalty: 4727.758789
	Iteration 17Q: 3 clusters Score -1616625 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1616717.125000 Penalty: 4727.758789
	Iteration 18Q: 3 clusters Score -1616717 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1616785.875000 Penalty: 4727.758789
	Iteration 19Q: 3 clusters Score -1616786 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1616862.500000 Penalty: 4727.758789
	Iteration 20F: 3 clusters Score -1616862 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1616942.125000 Penalty: 4727.758789
	Iteration 21Q: 3 clusters Score -1616942 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1617020.625000 Penalty: 4727.758789
	Iteration 22Q: 3 clusters Score -1617021 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1617094.125000 Penalty: 4727.758789
	Iteration 23Q: 3 clusters Score -1617094 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1617167.250000 Penalty: 4727.758789
	Iteration 24Q: 3 clusters Score -1617167 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1617261.875000 Penalty: 4727.758789
	Iteration 25Q: 3 clusters Score -1617262 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1617368.000000 Penalty: 4727.758789
	Iteration 26Q: 3 clusters Score -1617368 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1617489.125000 Penalty: 4727.758789
	Iteration 27Q: 3 clusters Score -1617489 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1617602.000000 Penalty: 4727.758789
	Iteration 28Q: 3 clusters Score -1617602 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1617678.750000 Penalty: 4727.758789
	Iteration 29Q: 3 clusters Score -1617679 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1617746.875000 Penalty: 4727.758789
	Iteration 30Q: 3 clusters Score -1617747 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1617798.000000 Penalty: 4727.758789
	Iteration 31Q: 3 clusters Score -1617798 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1617842.375000 Penalty: 4727.758789
	Iteration 32Q: 3 clusters Score -1617842 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1617884.375000 Penalty: 4727.758789
	Iteration 33Q: 3 clusters Score -1617884 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1617921.500000 Penalty: 4727.758789
	Iteration 34Q: 3 clusters Score -1617922 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1617950.625000 Penalty: 4727.758789
	Iteration 35Q: 3 clusters Score -1617951 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1617970.250000 Penalty: 4727.758789
	Iteration 36Q: 3 clusters Score -1617970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1617974.250000 Penalty: 4727.758789
	Iteration 37Q: 3 clusters Score -1617974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1617989.875000 Penalty: 4727.758789
	Iteration 38Q: 3 clusters Score -1617990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1617995.125000 Penalty: 4727.758789
	Iteration 39Q: 3 clusters Score -1617995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1618009.250000 Penalty: 4727.758789
	Iteration 40F: 3 clusters Score -1618009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1618014.875000 Penalty: 4727.758789
	Iteration 41Q: 3 clusters Score -1618015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1618019.125000 Penalty: 4727.758789
	Iteration 42Q: 3 clusters Score -1618019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1618025.250000 Penalty: 4727.758789
	Iteration 43Q: 3 clusters Score -1618025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1618025.000000 Penalty: 4727.758789
	Iteration 44Q: 3 clusters Score -1618025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1618024.750000 Penalty: 4727.758789
	Iteration 45Q: 3 clusters Score -1618025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1618026.375000 Penalty: 4727.758789
	Iteration 46Q: 3 clusters Score -1618026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1618027.000000 Penalty: 4727.758789
	Iteration 47Q: 3 clusters Score -1618027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1618025.375000 Penalty: 4727.758789
	Iteration 48Q: 3 clusters Score -1618025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1618024.125000 Penalty: 4727.758789
	Iteration 49Q: 3 clusters Score -1618024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1618026.500000 Penalty: 4727.758789
	Iteration 50Q: 3 clusters Score -1618026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1618028.125000 Penalty: 4727.758789
	Iteration 51Q: 3 clusters Score -1618028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1618026.625000 Penalty: 4727.758789
	Iteration 52Q: 3 clusters Score -1618027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1618025.625000 Penalty: 4727.758789
	Iteration 53Q: 3 clusters Score -1618026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1618025.625000 Penalty: 4727.758789
	Iteration 54F: 3 clusters Score -1618026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Entering Unmasked Estep 
Score: -976243.125000 Penalty: 2241.485107
	Iteration 0F: 2 clusters Score -976243.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -969583.937500 Penalty: 4482.970215
	Iteration 0F: 3 clusters Score -969583.9 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -971512.562500 Penalty: 4482.970215
	Iteration 1F: 3 clusters Score -971512.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -971852.562500 Penalty: 4482.970215
	Iteration 2F: 3 clusters Score -971852.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -972093.437500 Penalty: 4482.970215
	Iteration 3F: 3 clusters Score -972093.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -972289.125000 Penalty: 4482.970215
	Iteration 4Q: 3 clusters Score -972289.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -972454.500000 Penalty: 4482.970215
	Iteration 5Q: 3 clusters Score -972454.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -972632.250000 Penalty: 4482.970215
	Iteration 6Q: 3 clusters Score -972632.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -972796.062500 Penalty: 4482.970215
	Iteration 7Q: 3 clusters Score -972796.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -972950.187500 Penalty: 4482.970215
	Iteration 8Q: 3 clusters Score -972950.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -973106.500000 Penalty: 4482.970215
	Iteration 9Q: 3 clusters Score -973106.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -973273.562500 Penalty: 4482.970215
	Iteration 10Q: 3 clusters Score -973273.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -973419.937500 Penalty: 4482.970215
	Iteration 11Q: 3 clusters Score -973419.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -973568.875000 Penalty: 4482.970215
	Iteration 12Q: 3 clusters Score -973568.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -973725.187500 Penalty: 4482.970215
	Iteration 13Q: 3 clusters Score -973725.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -973858.812500 Penalty: 4482.970215
	Iteration 14Q: 3 clusters Score -973858.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -973959.687500 Penalty: 4482.970215
	Iteration 15Q: 3 clusters Score -973959.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -974059.875000 Penalty: 4482.970215
	Iteration 16Q: 3 clusters Score -974059.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -974148.000000 Penalty: 4482.970215
	Iteration 17Q: 3 clusters Score -974148 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -974215.687500 Penalty: 4482.970215
	Iteration 18Q: 3 clusters Score -974215.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -974262.312500 Penalty: 4482.970215
	Iteration 19Q: 3 clusters Score -974262.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -974297.312500 Penalty: 4482.970215
	Iteration 20F: 3 clusters Score -974297.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -974317.625000 Penalty: 4482.970215
	Iteration 21Q: 3 clusters Score -974317.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -974344.875000 Penalty: 4482.970215
	Iteration 22Q: 3 clusters Score -974344.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -974358.187500 Penalty: 4482.970215
	Iteration 23Q: 3 clusters Score -974358.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -974373.562500 Penalty: 4482.970215
	Iteration 24Q: 3 clusters Score -974373.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -974388.750000 Penalty: 4482.970215
	Iteration 25Q: 3 clusters Score -974388.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -974402.750000 Penalty: 4482.970215
	Iteration 26Q: 3 clusters Score -974402.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -974412.125000 Penalty: 4482.970215
	Iteration 27Q: 3 clusters Score -974412.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -974419.250000 Penalty: 4482.970215
	Iteration 28Q: 3 clusters Score -974419.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -974424.500000 Penalty: 4482.970215
	Iteration 29Q: 3 clusters Score -974424.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -974430.312500 Penalty: 4482.970215
	Iteration 30Q: 3 clusters Score -974430.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -974434.125000 Penalty: 4482.970215
	Iteration 31Q: 3 clusters Score -974434.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -974444.062500 Penalty: 4482.970215
	Iteration 32Q: 3 clusters Score -974444.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -974444.250000 Penalty: 4482.970215
	Iteration 33Q: 3 clusters Score -974444.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -974447.625000 Penalty: 4482.970215
	Iteration 34Q: 3 clusters Score -974447.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -974451.250000 Penalty: 4482.970215
	Iteration 35Q: 3 clusters Score -974451.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -974456.250000 Penalty: 4482.970215
	Iteration 36Q: 3 clusters Score -974456.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -974458.687500 Penalty: 4482.970215
	Iteration 37Q: 3 clusters Score -974458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -974458.562500 Penalty: 4482.970215
	Iteration 38Q: 3 clusters Score -974458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -974460.812500 Penalty: 4482.970215
	Iteration 39Q: 3 clusters Score -974460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -974460.812500 Penalty: 4482.970215
	Iteration 40F: 3 clusters Score -974460.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Entering Unmasked Estep 
Score: -1010419.750000 Penalty: 2264.856934
	Iteration 0F: 2 clusters Score -1010420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1003168.375000 Penalty: 4529.713867
	Iteration 0F: 3 clusters Score -1003168 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1005311.187500 Penalty: 4529.713867
	Iteration 1F: 3 clusters Score -1005311 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1005671.500000 Penalty: 4529.713867
	Iteration 2F: 3 clusters Score -1005672 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1005953.125000 Penalty: 4529.713867
	Iteration 3F: 3 clusters Score -1005953 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1006216.625000 Penalty: 4529.713867
	Iteration 4Q: 3 clusters Score -1006217 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1006537.687500 Penalty: 4529.713867
	Iteration 5Q: 3 clusters Score -1006538 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1006866.375000 Penalty: 4529.713867
	Iteration 6F: 3 clusters Score -1006866 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1007172.875000 Penalty: 4529.713867
	Iteration 7Q: 3 clusters Score -1007173 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1007465.750000 Penalty: 4529.713867
	Iteration 8Q: 3 clusters Score -1007466 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1007767.187500 Penalty: 4529.713867
	Iteration 9Q: 3 clusters Score -1007767 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1008092.437500 Penalty: 4529.713867
	Iteration 10Q: 3 clusters Score -1008092 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1008458.625000 Penalty: 4529.713867
	Iteration 11Q: 3 clusters Score -1008459 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1008743.562500 Penalty: 4529.713867
	Iteration 12Q: 3 clusters Score -1008744 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1008989.062500 Penalty: 4529.713867
	Iteration 13Q: 3 clusters Score -1008989 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1009143.437500 Penalty: 4529.713867
	Iteration 14Q: 3 clusters Score -1009143 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1009213.812500 Penalty: 4529.713867
	Iteration 15Q: 3 clusters Score -1009214 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1009251.812500 Penalty: 4529.713867
	Iteration 16Q: 3 clusters Score -1009252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1009276.250000 Penalty: 4529.713867
	Iteration 17Q: 3 clusters Score -1009276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1009290.375000 Penalty: 4529.713867
	Iteration 18Q: 3 clusters Score -1009290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1009295.750000 Penalty: 4529.713867
	Iteration 19Q: 3 clusters Score -1009296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1009302.437500 Penalty: 4529.713867
	Iteration 20F: 3 clusters Score -1009302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1009307.375000 Penalty: 4529.713867
	Iteration 21Q: 3 clusters Score -1009307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1009314.812500 Penalty: 4529.713867
	Iteration 22Q: 3 clusters Score -1009315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1009320.562500 Penalty: 4529.713867
	Iteration 23Q: 3 clusters Score -1009321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1009325.625000 Penalty: 4529.713867
	Iteration 24Q: 3 clusters Score -1009326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1009329.812500 Penalty: 4529.713867
	Iteration 25Q: 3 clusters Score -1009330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1009332.187500 Penalty: 4529.713867
	Iteration 26Q: 3 clusters Score -1009332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1009334.062500 Penalty: 4529.713867
	Iteration 27Q: 3 clusters Score -1009334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1009336.187500 Penalty: 4529.713867
	Iteration 28Q: 3 clusters Score -1009336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1009337.375000 Penalty: 4529.713867
	Iteration 29Q: 3 clusters Score -1009337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1009339.437500 Penalty: 4529.713867
	Iteration 30Q: 3 clusters Score -1009339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1009339.375000 Penalty: 4529.713867
	Iteration 31Q: 3 clusters Score -1009339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1009340.375000 Penalty: 4529.713867
	Iteration 32Q: 3 clusters Score -1009340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1009345.250000 Penalty: 4529.713867
	Iteration 33Q: 3 clusters Score -1009345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1009345.687500 Penalty: 4529.713867
	Iteration 34Q: 3 clusters Score -1009346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1009346.187500 Penalty: 4529.713867
	Iteration 35Q: 3 clusters Score -1009346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1009348.812500 Penalty: 4529.713867
	Iteration 36Q: 3 clusters Score -1009349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1009348.750000 Penalty: 4529.713867
	Iteration 37Q: 3 clusters Score -1009349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1009349.812500 Penalty: 4529.713867
	Iteration 38Q: 3 clusters Score -1009350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1009349.812500 Penalty: 4529.713867
	Iteration 39F: 3 clusters Score -1009350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Entering Unmasked Estep 
Score: -3288182.500000 Penalty: 2545.132080
	Iteration 0F: 2 clusters Score -3288182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3268514.500000 Penalty: 5090.264160
	Iteration 0F: 3 clusters Score -3268514 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -3276096.750000 Penalty: 5090.264160
	Iteration 1F: 3 clusters Score -3276097 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3277252.750000 Penalty: 5090.264160
	Iteration 2F: 3 clusters Score -3277253 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3278806.250000 Penalty: 5090.264160
	Iteration 3F: 3 clusters Score -3278806 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3280771.750000 Penalty: 5090.264160
	Iteration 4F: 3 clusters Score -3280772 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3282827.500000 Penalty: 5090.264160
	Iteration 5F: 3 clusters Score -3282828 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3284491.000000 Penalty: 5090.264160
	Iteration 6F: 3 clusters Score -3284491 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3285555.750000 Penalty: 5090.264160
	Iteration 7F: 3 clusters Score -3285556 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3286128.500000 Penalty: 5090.264160
	Iteration 8Q: 3 clusters Score -3286128 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3286501.500000 Penalty: 5090.264160
	Iteration 9Q: 3 clusters Score -3286502 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3286788.750000 Penalty: 5090.264160
	Iteration 10Q: 3 clusters Score -3286789 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3287031.000000 Penalty: 5090.264160
	Iteration 11Q: 3 clusters Score -3287031 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3287187.250000 Penalty: 5090.264160
	Iteration 12Q: 3 clusters Score -3287187 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3287312.500000 Penalty: 5090.264160
	Iteration 13Q: 3 clusters Score -3287312 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3287370.750000 Penalty: 5090.264160
	Iteration 14Q: 3 clusters Score -3287371 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -3287419.750000 Penalty: 5090.264160
	Iteration 15Q: 3 clusters Score -3287420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -3287444.500000 Penalty: 5090.264160
	Iteration 16Q: 3 clusters Score -3287444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3287465.000000 Penalty: 5090.264160
	Iteration 17Q: 3 clusters Score -3287465 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3287478.000000 Penalty: 5090.264160
	Iteration 18Q: 3 clusters Score -3287478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3287508.750000 Penalty: 5090.264160
	Iteration 19Q: 3 clusters Score -3287509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3287521.000000 Penalty: 5090.264160
	Iteration 20F: 3 clusters Score -3287521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3287531.500000 Penalty: 5090.264160
	Iteration 21Q: 3 clusters Score -3287532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3287547.250000 Penalty: 5090.264160
	Iteration 22Q: 3 clusters Score -3287547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3287571.500000 Penalty: 5090.264160
	Iteration 23Q: 3 clusters Score -3287572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3287582.750000 Penalty: 5090.264160
	Iteration 24Q: 3 clusters Score -3287583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -3287590.250000 Penalty: 5090.264160
	Iteration 25Q: 3 clusters Score -3287590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -3287601.250000 Penalty: 5090.264160
	Iteration 26Q: 3 clusters Score -3287601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -3287600.750000 Penalty: 5090.264160
	Iteration 27Q: 3 clusters Score -3287601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3287627.750000 Penalty: 5090.264160
	Iteration 28Q: 3 clusters Score -3287628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3287656.000000 Penalty: 5090.264160
	Iteration 29Q: 3 clusters Score -3287656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3287688.250000 Penalty: 5090.264160
	Iteration 30Q: 3 clusters Score -3287688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3287738.000000 Penalty: 5090.264160
	Iteration 31Q: 3 clusters Score -3287738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3287785.750000 Penalty: 5090.264160
	Iteration 32Q: 3 clusters Score -3287786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -3287792.250000 Penalty: 5090.264160
	Iteration 33Q: 3 clusters Score -3287792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3287811.000000 Penalty: 5090.264160
	Iteration 34Q: 3 clusters Score -3287811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3287819.000000 Penalty: 5090.264160
	Iteration 35Q: 3 clusters Score -3287819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -3287822.250000 Penalty: 5090.264160
	Iteration 36Q: 3 clusters Score -3287822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -3287831.250000 Penalty: 5090.264160
	Iteration 37Q: 3 clusters Score -3287831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3287833.000000 Penalty: 5090.264160
	Iteration 38Q: 3 clusters Score -3287833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3287829.750000 Penalty: 5090.264160
	Iteration 39Q: 3 clusters Score -3287830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3287837.000000 Penalty: 5090.264160
	Iteration 40F: 3 clusters Score -3287837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3287833.750000 Penalty: 5090.264160
	Iteration 41Q: 3 clusters Score -3287834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3287836.000000 Penalty: 5090.264160
	Iteration 42Q: 3 clusters Score -3287836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3287835.750000 Penalty: 5090.264160
	Iteration 43Q: 3 clusters Score -3287836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3287836.750000 Penalty: 5090.264160
	Iteration 44Q: 3 clusters Score -3287837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3287836.750000 Penalty: 5090.264160
	Iteration 45F: 3 clusters Score -3287837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Entering Unmasked Estep 
Score: -678355.625000 Penalty: 2167.166504
	Iteration 0F: 2 clusters Score -678355.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -673025.500000 Penalty: 4334.333008
	Iteration 0F: 3 clusters Score -673025.5 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -674518.500000 Penalty: 4334.333008
	Iteration 1F: 3 clusters Score -674518.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -674867.375000 Penalty: 4334.333008
	Iteration 2F: 3 clusters Score -674867.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -675167.187500 Penalty: 4334.333008
	Iteration 3F: 3 clusters Score -675167.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -675421.375000 Penalty: 4334.333008
	Iteration 4F: 3 clusters Score -675421.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -675644.625000 Penalty: 4334.333008
	Iteration 5Q: 3 clusters Score -675644.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -675841.062500 Penalty: 4334.333008
	Iteration 6Q: 3 clusters Score -675841.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -676012.312500 Penalty: 4334.333008
	Iteration 7Q: 3 clusters Score -676012.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -676161.125000 Penalty: 4334.333008
	Iteration 8Q: 3 clusters Score -676161.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -676280.375000 Penalty: 4334.333008
	Iteration 9Q: 3 clusters Score -676280.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -676381.562500 Penalty: 4334.333008
	Iteration 10Q: 3 clusters Score -676381.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -676463.875000 Penalty: 4334.333008
	Iteration 11Q: 3 clusters Score -676463.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -676537.187500 Penalty: 4334.333008
	Iteration 12Q: 3 clusters Score -676537.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -676591.500000 Penalty: 4334.333008
	Iteration 13Q: 3 clusters Score -676591.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -676636.937500 Penalty: 4334.333008
	Iteration 14Q: 3 clusters Score -676636.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -676681.062500 Penalty: 4334.333008
	Iteration 15Q: 3 clusters Score -676681.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -676719.437500 Penalty: 4334.333008
	Iteration 16Q: 3 clusters Score -676719.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -676748.062500 Penalty: 4334.333008
	Iteration 17Q: 3 clusters Score -676748.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -676776.187500 Penalty: 4334.333008
	Iteration 18Q: 3 clusters Score -676776.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -676814.687500 Penalty: 4334.333008
	Iteration 19Q: 3 clusters Score -676814.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -676852.437500 Penalty: 4334.333008
	Iteration 20F: 3 clusters Score -676852.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -676912.562500 Penalty: 4334.333008
	Iteration 21Q: 3 clusters Score -676912.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -676976.625000 Penalty: 4334.333008
	Iteration 22Q: 3 clusters Score -676976.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -677026.250000 Penalty: 4334.333008
	Iteration 23Q: 3 clusters Score -677026.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -677057.937500 Penalty: 4334.333008
	Iteration 24Q: 3 clusters Score -677057.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -677088.375000 Penalty: 4334.333008
	Iteration 25Q: 3 clusters Score -677088.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -677117.750000 Penalty: 4334.333008
	Iteration 26Q: 3 clusters Score -677117.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -677144.000000 Penalty: 4334.333008
	Iteration 27Q: 3 clusters Score -677144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -677176.187500 Penalty: 4334.333008
	Iteration 28Q: 3 clusters Score -677176.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -677193.062500 Penalty: 4334.333008
	Iteration 29Q: 3 clusters Score -677193.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -677201.562500 Penalty: 4334.333008
	Iteration 30Q: 3 clusters Score -677201.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -677211.062500 Penalty: 4334.333008
	Iteration 31Q: 3 clusters Score -677211.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -677217.000000 Penalty: 4334.333008
	Iteration 32Q: 3 clusters Score -677217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -677220.187500 Penalty: 4334.333008
	Iteration 33Q: 3 clusters Score -677220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -677223.250000 Penalty: 4334.333008
	Iteration 34Q: 3 clusters Score -677223.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -677223.562500 Penalty: 4334.333008
	Iteration 35Q: 3 clusters Score -677223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -677225.062500 Penalty: 4334.333008
	Iteration 36Q: 3 clusters Score -677225.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -677225.625000 Penalty: 4334.333008
	Iteration 37Q: 3 clusters Score -677225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -677225.562500 Penalty: 4334.333008
	Iteration 38Q: 3 clusters Score -677225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -677225.750000 Penalty: 4334.333008
	Iteration 39Q: 3 clusters Score -677225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -677226.375000 Penalty: 4334.333008
	Iteration 40F: 3 clusters Score -677226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -677227.375000 Penalty: 4334.333008
	Iteration 41Q: 3 clusters Score -677227.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -677226.812500 Penalty: 4334.333008
	Iteration 42Q: 3 clusters Score -677226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -677226.812500 Penalty: 4334.333008
	Iteration 43F: 3 clusters Score -677226.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Entering Unmasked Estep 
Score: -4726599.000000 Penalty: 2623.984375
	Iteration 0F: 2 clusters Score -4726599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -4699852.500000 Penalty: 5247.968750
	Iteration 0F: 3 clusters Score -4699852 nChanged 17997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4709841.500000 Penalty: 5247.968750
	Iteration 1F: 3 clusters Score -4709842 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -4710385.500000 Penalty: 5247.968750
	Iteration 2Q: 3 clusters Score -4710386 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -4711049.500000 Penalty: 5247.968750
	Iteration 3Q: 3 clusters Score -4711050 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -4711930.500000 Penalty: 5247.968750
	Iteration 4Q: 3 clusters Score -4711930 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -4713266.000000 Penalty: 5247.968750
	Iteration 5F: 3 clusters Score -4713266 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -4715149.000000 Penalty: 5247.968750
	Iteration 6F: 3 clusters Score -4715149 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -4717595.000000 Penalty: 5247.968750
	Iteration 7F: 3 clusters Score -4717595 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -4720130.000000 Penalty: 5247.968750
	Iteration 8F: 3 clusters Score -4720130 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4722099.500000 Penalty: 5247.968750
	Iteration 9F: 3 clusters Score -4722100 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4723245.500000 Penalty: 5247.968750
	Iteration 10Q: 3 clusters Score -4723246 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -4723875.000000 Penalty: 5247.968750
	Iteration 11Q: 3 clusters Score -4723875 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -4724104.000000 Penalty: 5247.968750
	Iteration 12Q: 3 clusters Score -4724104 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -4724208.000000 Penalty: 5247.968750
	Iteration 13Q: 3 clusters Score -4724208 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -4724260.000000 Penalty: 5247.968750
	Iteration 14Q: 3 clusters Score -4724260 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -4724305.500000 Penalty: 5247.968750
	Iteration 15Q: 3 clusters Score -4724306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -4724329.500000 Penalty: 5247.968750
	Iteration 16Q: 3 clusters Score -4724330 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -4724347.500000 Penalty: 5247.968750
	Iteration 17Q: 3 clusters Score -4724348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -4724366.500000 Penalty: 5247.968750
	Iteration 18Q: 3 clusters Score -4724366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -4724400.000000 Penalty: 5247.968750
	Iteration 19Q: 3 clusters Score -4724400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4724421.000000 Penalty: 5247.968750
	Iteration 20F: 3 clusters Score -4724421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4724444.500000 Penalty: 5247.968750
	Iteration 21Q: 3 clusters Score -4724444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -4724459.500000 Penalty: 5247.968750
	Iteration 22Q: 3 clusters Score -4724460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4724477.000000 Penalty: 5247.968750
	Iteration 23Q: 3 clusters Score -4724477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -4724487.000000 Penalty: 5247.968750
	Iteration 24Q: 3 clusters Score -4724487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -4724499.500000 Penalty: 5247.968750
	Iteration 25Q: 3 clusters Score -4724500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -4724502.000000 Penalty: 5247.968750
	Iteration 26Q: 3 clusters Score -4724502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -4724506.500000 Penalty: 5247.968750
	Iteration 27Q: 3 clusters Score -4724506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -4724511.000000 Penalty: 5247.968750
	Iteration 28Q: 3 clusters Score -4724511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -4724528.500000 Penalty: 5247.968750
	Iteration 29Q: 3 clusters Score -4724528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -4724535.500000 Penalty: 5247.968750
	Iteration 30Q: 3 clusters Score -4724536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -4724529.000000 Penalty: 5247.968750
	Iteration 31Q: 3 clusters Score -4724529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -4724534.000000 Penalty: 5247.968750
	Iteration 32Q: 3 clusters Score -4724534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -4724542.000000 Penalty: 5247.968750
	Iteration 33Q: 3 clusters Score -4724542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -4724547.000000 Penalty: 5247.968750
	Iteration 34Q: 3 clusters Score -4724547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -4724551.000000 Penalty: 5247.968750
	Iteration 35Q: 3 clusters Score -4724551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -4724563.000000 Penalty: 5247.968750
	Iteration 36Q: 3 clusters Score -4724563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -4724572.000000 Penalty: 5247.968750
	Iteration 37Q: 3 clusters Score -4724572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -4724573.500000 Penalty: 5247.968750
	Iteration 38Q: 3 clusters Score -4724574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -4724578.000000 Penalty: 5247.968750
	Iteration 39Q: 3 clusters Score -4724578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -4724582.500000 Penalty: 5247.968750
	Iteration 40F: 3 clusters Score -4724582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -4724597.000000 Penalty: 5247.968750
	Iteration 41Q: 3 clusters Score -4724597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -4724595.500000 Penalty: 5247.968750
	Iteration 42Q: 3 clusters Score -4724596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -4724596.000000 Penalty: 5247.968750
	Iteration 43Q: 3 clusters Score -4724596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -4724593.500000 Penalty: 5247.968750
	Iteration 44Q: 3 clusters Score -4724594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -4724593.000000 Penalty: 5247.968750
	Iteration 45Q: 3 clusters Score -4724593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -4724598.000000 Penalty: 5247.968750
	Iteration 46Q: 3 clusters Score -4724598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -4724598.000000 Penalty: 5247.968750
	Iteration 47F: 3 clusters Score -4724598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Entering Unmasked Estep 
Score: -1587589.375000 Penalty: 2360.201660
	Iteration 0F: 2 clusters Score -1587589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1577721.000000 Penalty: 4720.403320
	Iteration 0F: 3 clusters Score -1577721 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1580924.875000 Penalty: 4720.403320
	Iteration 1F: 3 clusters Score -1580925 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1581349.375000 Penalty: 4720.403320
	Iteration 2F: 3 clusters Score -1581349 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1581716.750000 Penalty: 4720.403320
	Iteration 3F: 3 clusters Score -1581717 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1582138.750000 Penalty: 4720.403320
	Iteration 4F: 3 clusters Score -1582139 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1582634.875000 Penalty: 4720.403320
	Iteration 5F: 3 clusters Score -1582635 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1583198.875000 Penalty: 4720.403320
	Iteration 6F: 3 clusters Score -1583199 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1583821.375000 Penalty: 4720.403320
	Iteration 7F: 3 clusters Score -1583821 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1584459.375000 Penalty: 4720.403320
	Iteration 8F: 3 clusters Score -1584459 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1585127.125000 Penalty: 4720.403320
	Iteration 9F: 3 clusters Score -1585127 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1585711.875000 Penalty: 4720.403320
	Iteration 10Q: 3 clusters Score -1585712 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1586086.000000 Penalty: 4720.403320
	Iteration 11Q: 3 clusters Score -1586086 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1586269.000000 Penalty: 4720.403320
	Iteration 12Q: 3 clusters Score -1586269 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1586378.000000 Penalty: 4720.403320
	Iteration 13Q: 3 clusters Score -1586378 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1586453.625000 Penalty: 4720.403320
	Iteration 14Q: 3 clusters Score -1586454 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1586516.625000 Penalty: 4720.403320
	Iteration 15Q: 3 clusters Score -1586517 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1586585.875000 Penalty: 4720.403320
	Iteration 16Q: 3 clusters Score -1586586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1586663.625000 Penalty: 4720.403320
	Iteration 17Q: 3 clusters Score -1586664 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1586746.375000 Penalty: 4720.403320
	Iteration 18Q: 3 clusters Score -1586746 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1586837.500000 Penalty: 4720.403320
	Iteration 19Q: 3 clusters Score -1586838 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1586957.750000 Penalty: 4720.403320
	Iteration 20F: 3 clusters Score -1586958 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1587100.625000 Penalty: 4720.403320
	Iteration 21Q: 3 clusters Score -1587101 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1587182.375000 Penalty: 4720.403320
	Iteration 22Q: 3 clusters Score -1587182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1587230.375000 Penalty: 4720.403320
	Iteration 23Q: 3 clusters Score -1587230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1587255.875000 Penalty: 4720.403320
	Iteration 24Q: 3 clusters Score -1587256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1587272.875000 Penalty: 4720.403320
	Iteration 25Q: 3 clusters Score -1587273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1587281.250000 Penalty: 4720.403320
	Iteration 26Q: 3 clusters Score -1587281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1587289.000000 Penalty: 4720.403320
	Iteration 27Q: 3 clusters Score -1587289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1587290.875000 Penalty: 4720.403320
	Iteration 28Q: 3 clusters Score -1587291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1587293.500000 Penalty: 4720.403320
	Iteration 29Q: 3 clusters Score -1587294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1587293.750000 Penalty: 4720.403320
	Iteration 30Q: 3 clusters Score -1587294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1587296.875000 Penalty: 4720.403320
	Iteration 31Q: 3 clusters Score -1587297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1587298.625000 Penalty: 4720.403320
	Iteration 32Q: 3 clusters Score -1587299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1587296.250000 Penalty: 4720.403320
	Iteration 33Q: 3 clusters Score -1587296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1587299.875000 Penalty: 4720.403320
	Iteration 34Q: 3 clusters Score -1587300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1587299.625000 Penalty: 4720.403320
	Iteration 35Q: 3 clusters Score -1587300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1587300.875000 Penalty: 4720.403320
	Iteration 36Q: 3 clusters Score -1587301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1587299.750000 Penalty: 4720.403320
	Iteration 37Q: 3 clusters Score -1587300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1587300.125000 Penalty: 4720.403320
	Iteration 38Q: 3 clusters Score -1587300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1587300.125000 Penalty: 4720.403320
	Iteration 39F: 3 clusters Score -1587300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Entering Unmasked Estep 
Score: -1085624.750000 Penalty: 2260.175049
	Iteration 0F: 2 clusters Score -1085625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1078600.750000 Penalty: 4520.350098
	Iteration 0F: 3 clusters Score -1078601 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1080624.625000 Penalty: 4520.350098
	Iteration 1F: 3 clusters Score -1080625 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1080938.125000 Penalty: 4520.350098
	Iteration 2F: 3 clusters Score -1080938 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1081192.875000 Penalty: 4520.350098
	Iteration 3F: 3 clusters Score -1081193 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1081394.500000 Penalty: 4520.350098
	Iteration 4Q: 3 clusters Score -1081394 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1081524.625000 Penalty: 4520.350098
	Iteration 5Q: 3 clusters Score -1081525 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1081643.875000 Penalty: 4520.350098
	Iteration 6Q: 3 clusters Score -1081644 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1081754.000000 Penalty: 4520.350098
	Iteration 7Q: 3 clusters Score -1081754 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1081857.250000 Penalty: 4520.350098
	Iteration 8Q: 3 clusters Score -1081857 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1081957.250000 Penalty: 4520.350098
	Iteration 9Q: 3 clusters Score -1081957 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1082053.500000 Penalty: 4520.350098
	Iteration 10Q: 3 clusters Score -1082054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1082135.875000 Penalty: 4520.350098
	Iteration 11Q: 3 clusters Score -1082136 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1082202.250000 Penalty: 4520.350098
	Iteration 12Q: 3 clusters Score -1082202 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1082263.250000 Penalty: 4520.350098
	Iteration 13Q: 3 clusters Score -1082263 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1082320.875000 Penalty: 4520.350098
	Iteration 14Q: 3 clusters Score -1082321 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1082387.375000 Penalty: 4520.350098
	Iteration 15Q: 3 clusters Score -1082387 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1082452.125000 Penalty: 4520.350098
	Iteration 16Q: 3 clusters Score -1082452 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1082524.500000 Penalty: 4520.350098
	Iteration 17Q: 3 clusters Score -1082524 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1082595.625000 Penalty: 4520.350098
	Iteration 18Q: 3 clusters Score -1082596 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1082663.375000 Penalty: 4520.350098
	Iteration 19Q: 3 clusters Score -1082663 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1082746.500000 Penalty: 4520.350098
	Iteration 20F: 3 clusters Score -1082746 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1082817.125000 Penalty: 4520.350098
	Iteration 21Q: 3 clusters Score -1082817 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1082898.125000 Penalty: 4520.350098
	Iteration 22Q: 3 clusters Score -1082898 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1082966.500000 Penalty: 4520.350098
	Iteration 23Q: 3 clusters Score -1082966 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1083020.250000 Penalty: 4520.350098
	Iteration 24Q: 3 clusters Score -1083020 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1083076.625000 Penalty: 4520.350098
	Iteration 25Q: 3 clusters Score -1083077 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1083138.750000 Penalty: 4520.350098
	Iteration 26Q: 3 clusters Score -1083139 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1083208.750000 Penalty: 4520.350098
	Iteration 27Q: 3 clusters Score -1083209 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1083283.875000 Penalty: 4520.350098
	Iteration 28Q: 3 clusters Score -1083284 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1083349.500000 Penalty: 4520.350098
	Iteration 29Q: 3 clusters Score -1083350 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1083402.125000 Penalty: 4520.350098
	Iteration 30Q: 3 clusters Score -1083402 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1083448.875000 Penalty: 4520.350098
	Iteration 31Q: 3 clusters Score -1083449 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1083503.625000 Penalty: 4520.350098
	Iteration 32Q: 3 clusters Score -1083504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1083543.625000 Penalty: 4520.350098
	Iteration 33Q: 3 clusters Score -1083544 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1083584.750000 Penalty: 4520.350098
	Iteration 34Q: 3 clusters Score -1083585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1083616.625000 Penalty: 4520.350098
	Iteration 35Q: 3 clusters Score -1083617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1083642.250000 Penalty: 4520.350098
	Iteration 36Q: 3 clusters Score -1083642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1083658.375000 Penalty: 4520.350098
	Iteration 37Q: 3 clusters Score -1083658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1083669.875000 Penalty: 4520.350098
	Iteration 38Q: 3 clusters Score -1083670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1083679.375000 Penalty: 4520.350098
	Iteration 39Q: 3 clusters Score -1083679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1083686.750000 Penalty: 4520.350098
	Iteration 40F: 3 clusters Score -1083687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1083690.000000 Penalty: 4520.350098
	Iteration 41Q: 3 clusters Score -1083690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1083689.750000 Penalty: 4520.350098
	Iteration 42Q: 3 clusters Score -1083690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1083690.375000 Penalty: 4520.350098
	Iteration 43Q: 3 clusters Score -1083690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1083692.000000 Penalty: 4520.350098
	Iteration 44Q: 3 clusters Score -1083692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1083696.250000 Penalty: 4520.350098
	Iteration 45Q: 3 clusters Score -1083696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1083698.125000 Penalty: 4520.350098
	Iteration 46Q: 3 clusters Score -1083698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1083706.125000 Penalty: 4520.350098
	Iteration 47Q: 3 clusters Score -1083706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1083708.000000 Penalty: 4520.350098
	Iteration 48Q: 3 clusters Score -1083708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1083705.250000 Penalty: 4520.350098
	Iteration 49Q: 3 clusters Score -1083705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1083707.750000 Penalty: 4520.350098
	Iteration 50Q: 3 clusters Score -1083708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1083708.500000 Penalty: 4520.350098
	Iteration 51Q: 3 clusters Score -1083708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1083710.000000 Penalty: 4520.350098
	Iteration 52Q: 3 clusters Score -1083710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1083713.500000 Penalty: 4520.350098
	Iteration 53Q: 3 clusters Score -1083714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1083720.000000 Penalty: 4520.350098
	Iteration 54Q: 3 clusters Score -1083720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1083723.625000 Penalty: 4520.350098
	Iteration 55Q: 3 clusters Score -1083724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1083725.750000 Penalty: 4520.350098
	Iteration 56Q: 3 clusters Score -1083726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1083730.500000 Penalty: 4520.350098
	Iteration 57Q: 3 clusters Score -1083730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1083734.375000 Penalty: 4520.350098
	Iteration 58Q: 3 clusters Score -1083734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1083736.500000 Penalty: 4520.350098
	Iteration 59Q: 3 clusters Score -1083736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1083737.375000 Penalty: 4520.350098
	Iteration 60F: 3 clusters Score -1083737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1083738.750000 Penalty: 4520.350098
	Iteration 61Q: 3 clusters Score -1083739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1083741.375000 Penalty: 4520.350098
	Iteration 62Q: 3 clusters Score -1083741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1083740.875000 Penalty: 4520.350098
	Iteration 63Q: 3 clusters Score -1083741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1083742.750000 Penalty: 4520.350098
	Iteration 64Q: 3 clusters Score -1083743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1083745.125000 Penalty: 4520.350098
	Iteration 65Q: 3 clusters Score -1083745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1083755.375000 Penalty: 4520.350098
	Iteration 66Q: 3 clusters Score -1083755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1083762.875000 Penalty: 4520.350098
	Iteration 67Q: 3 clusters Score -1083763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1083764.625000 Penalty: 4520.350098
	Iteration 68Q: 3 clusters Score -1083765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1083769.250000 Penalty: 4520.350098
	Iteration 69Q: 3 clusters Score -1083769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1083775.625000 Penalty: 4520.350098
	Iteration 70Q: 3 clusters Score -1083776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1083781.875000 Penalty: 4520.350098
	Iteration 71Q: 3 clusters Score -1083782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1083787.000000 Penalty: 4520.350098
	Iteration 72Q: 3 clusters Score -1083787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1083791.875000 Penalty: 4520.350098
	Iteration 73Q: 3 clusters Score -1083792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1083792.875000 Penalty: 4520.350098
	Iteration 74Q: 3 clusters Score -1083793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1083792.875000 Penalty: 4520.350098
	Iteration 75F: 3 clusters Score -1083793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Entering Unmasked Estep 
Score: -7341250.500000 Penalty: 2735.353027
	Iteration 0F: 2 clusters Score -7341250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -7300099.000000 Penalty: 5470.706055
	Iteration 0F: 3 clusters Score -7300099 nChanged 28523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -7316114.500000 Penalty: 5470.706055
	Iteration 1F: 3 clusters Score -7316114 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -7317065.500000 Penalty: 5470.706055
	Iteration 2Q: 3 clusters Score -7317066 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -7318347.000000 Penalty: 5470.706055
	Iteration 3Q: 3 clusters Score -7318347 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -7320120.500000 Penalty: 5470.706055
	Iteration 4F: 3 clusters Score -7320120 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -7322851.500000 Penalty: 5470.706055
	Iteration 5F: 3 clusters Score -7322852 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -7326873.500000 Penalty: 5470.706055
	Iteration 6F: 3 clusters Score -7326874 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -7331561.000000 Penalty: 5470.706055
	Iteration 7F: 3 clusters Score -7331561 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -7335114.500000 Penalty: 5470.706055
	Iteration 8F: 3 clusters Score -7335114 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -7337111.000000 Penalty: 5470.706055
	Iteration 9F: 3 clusters Score -7337111 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -7337956.000000 Penalty: 5470.706055
	Iteration 10Q: 3 clusters Score -7337956 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -7338462.000000 Penalty: 5470.706055
	Iteration 11Q: 3 clusters Score -7338462 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -7338726.500000 Penalty: 5470.706055
	Iteration 12Q: 3 clusters Score -7338726 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -7338806.000000 Penalty: 5470.706055
	Iteration 13Q: 3 clusters Score -7338806 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -7338901.500000 Penalty: 5470.706055
	Iteration 14Q: 3 clusters Score -7338902 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -7338924.000000 Penalty: 5470.706055
	Iteration 15Q: 3 clusters Score -7338924 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -7338985.000000 Penalty: 5470.706055
	Iteration 16Q: 3 clusters Score -7338985 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -7339000.500000 Penalty: 5470.706055
	Iteration 17Q: 3 clusters Score -7339000 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -7339008.500000 Penalty: 5470.706055
	Iteration 18Q: 3 clusters Score -7339008 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -7339061.500000 Penalty: 5470.706055
	Iteration 19Q: 3 clusters Score -7339062 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -7339070.500000 Penalty: 5470.706055
	Iteration 20F: 3 clusters Score -7339070 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -7339092.500000 Penalty: 5470.706055
	Iteration 21Q: 3 clusters Score -7339092 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -7339105.500000 Penalty: 5470.706055
	Iteration 22Q: 3 clusters Score -7339106 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -7339105.000000 Penalty: 5470.706055
	Iteration 23Q: 3 clusters Score -7339105 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -7339117.000000 Penalty: 5470.706055
	Iteration 24Q: 3 clusters Score -7339117 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -7339118.500000 Penalty: 5470.706055
	Iteration 25Q: 3 clusters Score -7339118 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -7339142.000000 Penalty: 5470.706055
	Iteration 26Q: 3 clusters Score -7339142 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -7339153.500000 Penalty: 5470.706055
	Iteration 27Q: 3 clusters Score -7339154 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -7339176.000000 Penalty: 5470.706055
	Iteration 28Q: 3 clusters Score -7339176 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -7339173.500000 Penalty: 5470.706055
	Iteration 29Q: 3 clusters Score -7339174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -7339183.500000 Penalty: 5470.706055
	Iteration 30Q: 3 clusters Score -7339184 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -7339195.000000 Penalty: 5470.706055
	Iteration 31Q: 3 clusters Score -7339195 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -7339205.500000 Penalty: 5470.706055
	Iteration 32Q: 3 clusters Score -7339206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -7339207.500000 Penalty: 5470.706055
	Iteration 33Q: 3 clusters Score -7339208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -7339214.500000 Penalty: 5470.706055
	Iteration 34Q: 3 clusters Score -7339214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -7339226.000000 Penalty: 5470.706055
	Iteration 35Q: 3 clusters Score -7339226 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -7339202.000000 Penalty: 5470.706055
	Iteration 36Q: 3 clusters Score -7339202 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -7339201.500000 Penalty: 5470.706055
	Iteration 37Q: 3 clusters Score -7339202 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -7339197.000000 Penalty: 5470.706055
	Iteration 38Q: 3 clusters Score -7339197 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -7339187.500000 Penalty: 5470.706055
	Iteration 39Q: 3 clusters Score -7339188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -7339207.500000 Penalty: 5470.706055
	Iteration 40F: 3 clusters Score -7339208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -7339190.500000 Penalty: 5470.706055
	Iteration 41Q: 3 clusters Score -7339190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -7339187.500000 Penalty: 5470.706055
	Iteration 42Q: 3 clusters Score -7339188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -7339208.000000 Penalty: 5470.706055
	Iteration 43Q: 3 clusters Score -7339208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -7339189.000000 Penalty: 5470.706055
	Iteration 44Q: 3 clusters Score -7339189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -7339198.500000 Penalty: 5470.706055
	Iteration 45Q: 3 clusters Score -7339198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -7339209.000000 Penalty: 5470.706055
	Iteration 46Q: 3 clusters Score -7339209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -7339208.000000 Penalty: 5470.706055
	Iteration 47Q: 3 clusters Score -7339208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -7339218.500000 Penalty: 5470.706055
	Iteration 48Q: 3 clusters Score -7339218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -7339210.000000 Penalty: 5470.706055
	Iteration 49Q: 3 clusters Score -7339210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -7339215.500000 Penalty: 5470.706055
	Iteration 50Q: 3 clusters Score -7339216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -7339232.500000 Penalty: 5470.706055
	Iteration 51Q: 3 clusters Score -7339232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -7339228.500000 Penalty: 5470.706055
	Iteration 52Q: 3 clusters Score -7339228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -7339241.000000 Penalty: 5470.706055
	Iteration 53Q: 3 clusters Score -7339241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -7339238.000000 Penalty: 5470.706055
	Iteration 54Q: 3 clusters Score -7339238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -7339232.000000 Penalty: 5470.706055
	Iteration 55Q: 3 clusters Score -7339232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -7339240.500000 Penalty: 5470.706055
	Iteration 56Q: 3 clusters Score -7339240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -7339240.500000 Penalty: 5470.706055
	Iteration 57Q: 3 clusters Score -7339240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -7339252.000000 Penalty: 5470.706055
	Iteration 58Q: 3 clusters Score -7339252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -7339256.500000 Penalty: 5470.706055
	Iteration 59Q: 3 clusters Score -7339256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -7339248.000000 Penalty: 5470.706055
	Iteration 60F: 3 clusters Score -7339248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -7339251.000000 Penalty: 5470.706055
	Iteration 61Q: 3 clusters Score -7339251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -7339261.000000 Penalty: 5470.706055
	Iteration 62Q: 3 clusters Score -7339261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -7339253.000000 Penalty: 5470.706055
	Iteration 63Q: 3 clusters Score -7339253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -7339257.000000 Penalty: 5470.706055
	Iteration 64Q: 3 clusters Score -7339257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -7339253.500000 Penalty: 5470.706055
	Iteration 65Q: 3 clusters Score -7339254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -7339253.500000 Penalty: 5470.706055
	Iteration 66Q: 3 clusters Score -7339254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -7339259.500000 Penalty: 5470.706055
	Iteration 67Q: 3 clusters Score -7339260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -7339258.500000 Penalty: 5470.706055
	Iteration 68Q: 3 clusters Score -7339258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -7339248.500000 Penalty: 5470.706055
	Iteration 69Q: 3 clusters Score -7339248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -7339249.000000 Penalty: 5470.706055
	Iteration 70Q: 3 clusters Score -7339249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -7339253.500000 Penalty: 5470.706055
	Iteration 71Q: 3 clusters Score -7339254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -7339255.000000 Penalty: 5470.706055
	Iteration 72Q: 3 clusters Score -7339255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -7339257.500000 Penalty: 5470.706055
	Iteration 73Q: 3 clusters Score -7339258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -7339271.500000 Penalty: 5470.706055
	Iteration 74Q: 3 clusters Score -7339272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -7339271.500000 Penalty: 5470.706055
	Iteration 75Q: 3 clusters Score -7339272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -7339277.000000 Penalty: 5470.706055
	Iteration 76Q: 3 clusters Score -7339277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -7339275.500000 Penalty: 5470.706055
	Iteration 77Q: 3 clusters Score -7339276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -7339282.000000 Penalty: 5470.706055
	Iteration 78Q: 3 clusters Score -7339282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -7339276.500000 Penalty: 5470.706055
	Iteration 79Q: 3 clusters Score -7339276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -7339300.000000 Penalty: 5470.706055
	Iteration 80F: 3 clusters Score -7339300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -7339305.000000 Penalty: 5470.706055
	Iteration 81Q: 3 clusters Score -7339305 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -7339324.000000 Penalty: 5470.706055
	Iteration 82Q: 3 clusters Score -7339324 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -7339307.000000 Penalty: 5470.706055
	Iteration 83Q: 3 clusters Score -7339307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -7339327.000000 Penalty: 5470.706055
	Iteration 84Q: 3 clusters Score -7339327 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -7339325.000000 Penalty: 5470.706055
	Iteration 85Q: 3 clusters Score -7339325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -7339323.500000 Penalty: 5470.706055
	Iteration 86Q: 3 clusters Score -7339324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -7339329.000000 Penalty: 5470.706055
	Iteration 87Q: 3 clusters Score -7339329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -7339335.000000 Penalty: 5470.706055
	Iteration 88Q: 3 clusters Score -7339335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -7339329.500000 Penalty: 5470.706055
	Iteration 89Q: 3 clusters Score -7339330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -7339321.500000 Penalty: 5470.706055
	Iteration 90Q: 3 clusters Score -7339322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -7339320.500000 Penalty: 5470.706055
	Iteration 91Q: 3 clusters Score -7339320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -7339323.000000 Penalty: 5470.706055
	Iteration 92Q: 3 clusters Score -7339323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -7339321.000000 Penalty: 5470.706055
	Iteration 93Q: 3 clusters Score -7339321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -7339322.000000 Penalty: 5470.706055
	Iteration 94Q: 3 clusters Score -7339322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -7339327.000000 Penalty: 5470.706055
	Iteration 95Q: 3 clusters Score -7339327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -7339326.500000 Penalty: 5470.706055
	Iteration 96Q: 3 clusters Score -7339326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -7339323.500000 Penalty: 5470.706055
	Iteration 97Q: 3 clusters Score -7339324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -7339324.500000 Penalty: 5470.706055
	Iteration 98Q: 3 clusters Score -7339324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -7339321.000000 Penalty: 5470.706055
	Iteration 99Q: 3 clusters Score -7339321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -7339322.000000 Penalty: 5470.706055
	Iteration 100F: 3 clusters Score -7339322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -7339318.500000 Penalty: 5470.706055
	Iteration 101Q: 3 clusters Score -7339318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -7339325.500000 Penalty: 5470.706055
	Iteration 102Q: 3 clusters Score -7339326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -7339322.500000 Penalty: 5470.706055
	Iteration 103Q: 3 clusters Score -7339322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -7339319.500000 Penalty: 5470.706055
	Iteration 104Q: 3 clusters Score -7339320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -7339314.500000 Penalty: 5470.706055
	Iteration 105Q: 3 clusters Score -7339314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -7339314.500000 Penalty: 5470.706055
	Iteration 106F: 3 clusters Score -7339314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96271 members 
Entering Unmasked Estep 
Score: -11487673.000000 Penalty: 2845.780762
	Iteration 0F: 2 clusters Score -1.148767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -11423489.000000 Penalty: 5691.561523
	Iteration 0F: 3 clusters Score -1.142349e+07 nChanged 45327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -11449398.000000 Penalty: 5691.561523
	Iteration 1F: 3 clusters Score -1.14494e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -11450336.000000 Penalty: 5691.561523
	Iteration 2Q: 3 clusters Score -1.145034e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -11451200.000000 Penalty: 5691.561523
	Iteration 3Q: 3 clusters Score -1.14512e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -11452202.000000 Penalty: 5691.561523
	Iteration 4Q: 3 clusters Score -1.14522e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -11453445.000000 Penalty: 5691.561523
	Iteration 5Q: 3 clusters Score -1.145344e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -11455079.000000 Penalty: 5691.561523
	Iteration 6Q: 3 clusters Score -1.145508e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -11457745.000000 Penalty: 5691.561523
	Iteration 7F: 3 clusters Score -1.145774e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -11462106.000000 Penalty: 5691.561523
	Iteration 8F: 3 clusters Score -1.146211e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -11468690.000000 Penalty: 5691.561523
	Iteration 9F: 3 clusters Score -1.146869e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -11476050.000000 Penalty: 5691.561523
	Iteration 10F: 3 clusters Score -1.147605e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -11481349.000000 Penalty: 5691.561523
	Iteration 11F: 3 clusters Score -1.148135e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
Score: -11483881.000000 Penalty: 5691.561523
	Iteration 12Q: 3 clusters Score -1.148388e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 94229 members 
Entering Unmasked Estep 
Score: -11484775.000000 Penalty: 5691.561523
	Iteration 13Q: 3 clusters Score -1.148478e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -11485155.000000 Penalty: 5691.561523
	Iteration 14Q: 3 clusters Score -1.148516e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 95022 members 
Entering Unmasked Estep 
Score: -11485332.000000 Penalty: 5691.561523
	Iteration 15Q: 3 clusters Score -1.148533e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -11485451.000000 Penalty: 5691.561523
	Iteration 16Q: 3 clusters Score -1.148545e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 95251 members 
Entering Unmasked Estep 
Score: -11485521.000000 Penalty: 5691.561523
	Iteration 17Q: 3 clusters Score -1.148552e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 95307 members 
Entering Unmasked Estep 
Score: -11485579.000000 Penalty: 5691.561523
	Iteration 18Q: 3 clusters Score -1.148558e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 95341 members 
Entering Unmasked Estep 
Score: -11485604.000000 Penalty: 5691.561523
	Iteration 19Q: 3 clusters Score -1.14856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -11485620.000000 Penalty: 5691.561523
	Iteration 20F: 3 clusters Score -1.148562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 95379 members 
Entering Unmasked Estep 
Score: -11485619.000000 Penalty: 5691.561523
	Iteration 21Q: 3 clusters Score -1.148562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 95391 members 
Entering Unmasked Estep 
Score: -11485629.000000 Penalty: 5691.561523
	Iteration 22Q: 3 clusters Score -1.148563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 95399 members 
Entering Unmasked Estep 
Score: -11485619.000000 Penalty: 5691.561523
	Iteration 23Q: 3 clusters Score -1.148562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -11485618.000000 Penalty: 5691.561523
	Iteration 24Q: 3 clusters Score -1.148562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -11485615.000000 Penalty: 5691.561523
	Iteration 25Q: 3 clusters Score -1.148562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -11485615.000000 Penalty: 5691.561523
	Iteration 26Q: 3 clusters Score -1.148562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -11485618.000000 Penalty: 5691.561523
	Iteration 27Q: 3 clusters Score -1.148562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 95419 members 
Entering Unmasked Estep 
Score: -11485618.000000 Penalty: 5691.561523
	Iteration 28Q: 3 clusters Score -1.148562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -11485620.000000 Penalty: 5691.561523
	Iteration 29Q: 3 clusters Score -1.148562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
Score: -11485631.000000 Penalty: 5691.561523
	Iteration 30Q: 3 clusters Score -1.148563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -11485631.000000 Penalty: 5691.561523
	Iteration 31Q: 3 clusters Score -1.148563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -11485627.000000 Penalty: 5691.561523
	Iteration 32Q: 3 clusters Score -1.148563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -11485627.000000 Penalty: 5691.561523
	Iteration 33F: 3 clusters Score -1.148563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203449 members 
Entering Unmasked Estep 
Score: -24021424.000000 Penalty: 3031.346191
	Iteration 0F: 2 clusters Score -2.402142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102117 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -23888710.000000 Penalty: 6062.692383
	Iteration 0F: 3 clusters Score -2.388871e+07 nChanged 97970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108113 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -23946918.000000 Penalty: 6062.692383
	Iteration 1F: 3 clusters Score -2.394692e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112126 members 
Mstep: Class 2 contains 91323 members 
Entering Unmasked Estep 
Score: -23948218.000000 Penalty: 6062.692383
	Iteration 2Q: 3 clusters Score -2.394822e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118251 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -23950552.000000 Penalty: 6062.692383
	Iteration 3Q: 3 clusters Score -2.395055e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127460 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -23955088.000000 Penalty: 6062.692383
	Iteration 4Q: 3 clusters Score -2.395509e+07 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140810 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -23963626.000000 Penalty: 6062.692383
	Iteration 5F: 3 clusters Score -2.396363e+07 nChanged 17771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158571 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -23977802.000000 Penalty: 6062.692383
	Iteration 6F: 3 clusters Score -2.39778e+07 nChanged 19032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177599 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -23995246.000000 Penalty: 6062.692383
	Iteration 7F: 3 clusters Score -2.399525e+07 nChanged 14758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192355 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -24009086.000000 Penalty: 6062.692383
	Iteration 8F: 3 clusters Score -2.400909e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199690 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -24015476.000000 Penalty: 6062.692383
	Iteration 9Q: 3 clusters Score -2.401548e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202232 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -24017702.000000 Penalty: 6062.692383
	Iteration 10Q: 3 clusters Score -2.40177e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202893 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -24018360.000000 Penalty: 6062.692383
	Iteration 11Q: 3 clusters Score -2.401836e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203055 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -24018522.000000 Penalty: 6062.692383
	Iteration 12Q: 3 clusters Score -2.401852e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203109 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24018622.000000 Penalty: 6062.692383
	Iteration 13Q: 3 clusters Score -2.401862e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203131 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24018692.000000 Penalty: 6062.692383
	Iteration 14Q: 3 clusters Score -2.401869e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203143 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -24018742.000000 Penalty: 6062.692383
	Iteration 15Q: 3 clusters Score -2.401874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203145 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -24018718.000000 Penalty: 6062.692383
	Iteration 16Q: 3 clusters Score -2.401872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203151 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24018762.000000 Penalty: 6062.692383
	Iteration 17Q: 3 clusters Score -2.401876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203155 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24018774.000000 Penalty: 6062.692383
	Iteration 18Q: 3 clusters Score -2.401877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203153 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24018760.000000 Penalty: 6062.692383
	Iteration 19Q: 3 clusters Score -2.401876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203153 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24018760.000000 Penalty: 6062.692383
	Iteration 20F: 3 clusters Score -2.401876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Entering Unmasked Estep 
Score: -1167912.750000 Penalty: 2284.040283
	Iteration 0F: 2 clusters Score -1167913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1160251.375000 Penalty: 4568.080566
	Iteration 0F: 3 clusters Score -1160251 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1162506.500000 Penalty: 4568.080566
	Iteration 1F: 3 clusters Score -1162506 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1162825.000000 Penalty: 4568.080566
	Iteration 2F: 3 clusters Score -1162825 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1163063.750000 Penalty: 4568.080566
	Iteration 3Q: 3 clusters Score -1163064 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1163307.625000 Penalty: 4568.080566
	Iteration 4Q: 3 clusters Score -1163308 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1163550.125000 Penalty: 4568.080566
	Iteration 5Q: 3 clusters Score -1163550 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1163784.250000 Penalty: 4568.080566
	Iteration 6Q: 3 clusters Score -1163784 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1164033.125000 Penalty: 4568.080566
	Iteration 7Q: 3 clusters Score -1164033 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1164325.250000 Penalty: 4568.080566
	Iteration 8F: 3 clusters Score -1164325 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1164644.250000 Penalty: 4568.080566
	Iteration 9Q: 3 clusters Score -1164644 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1164949.625000 Penalty: 4568.080566
	Iteration 10Q: 3 clusters Score -1164950 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1165241.875000 Penalty: 4568.080566
	Iteration 11Q: 3 clusters Score -1165242 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1165487.875000 Penalty: 4568.080566
	Iteration 12Q: 3 clusters Score -1165488 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1165700.250000 Penalty: 4568.080566
	Iteration 13Q: 3 clusters Score -1165700 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1165874.750000 Penalty: 4568.080566
	Iteration 14Q: 3 clusters Score -1165875 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1166029.875000 Penalty: 4568.080566
	Iteration 15Q: 3 clusters Score -1166030 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1166161.875000 Penalty: 4568.080566
	Iteration 16Q: 3 clusters Score -1166162 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1166272.000000 Penalty: 4568.080566
	Iteration 17Q: 3 clusters Score -1166272 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1166348.375000 Penalty: 4568.080566
	Iteration 18Q: 3 clusters Score -1166348 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1166420.500000 Penalty: 4568.080566
	Iteration 19Q: 3 clusters Score -1166420 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1166470.375000 Penalty: 4568.080566
	Iteration 20F: 3 clusters Score -1166470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1166511.625000 Penalty: 4568.080566
	Iteration 21Q: 3 clusters Score -1166512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1166554.500000 Penalty: 4568.080566
	Iteration 22Q: 3 clusters Score -1166554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1166592.000000 Penalty: 4568.080566
	Iteration 23Q: 3 clusters Score -1166592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1166611.875000 Penalty: 4568.080566
	Iteration 24Q: 3 clusters Score -1166612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1166626.875000 Penalty: 4568.080566
	Iteration 25Q: 3 clusters Score -1166627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1166634.000000 Penalty: 4568.080566
	Iteration 26Q: 3 clusters Score -1166634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1166643.250000 Penalty: 4568.080566
	Iteration 27Q: 3 clusters Score -1166643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1166646.750000 Penalty: 4568.080566
	Iteration 28Q: 3 clusters Score -1166647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1166649.375000 Penalty: 4568.080566
	Iteration 29Q: 3 clusters Score -1166649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1166648.625000 Penalty: 4568.080566
	Iteration 30Q: 3 clusters Score -1166649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1166653.625000 Penalty: 4568.080566
	Iteration 31Q: 3 clusters Score -1166654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1166655.125000 Penalty: 4568.080566
	Iteration 32Q: 3 clusters Score -1166655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1166659.250000 Penalty: 4568.080566
	Iteration 33Q: 3 clusters Score -1166659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1166659.750000 Penalty: 4568.080566
	Iteration 34Q: 3 clusters Score -1166660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1166662.625000 Penalty: 4568.080566
	Iteration 35Q: 3 clusters Score -1166663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1166661.625000 Penalty: 4568.080566
	Iteration 36Q: 3 clusters Score -1166662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1166664.375000 Penalty: 4568.080566
	Iteration 37Q: 3 clusters Score -1166664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1166665.625000 Penalty: 4568.080566
	Iteration 38Q: 3 clusters Score -1166666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1166665.000000 Penalty: 4568.080566
	Iteration 39Q: 3 clusters Score -1166665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1166667.500000 Penalty: 4568.080566
	Iteration 40F: 3 clusters Score -1166668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1166669.125000 Penalty: 4568.080566
	Iteration 41Q: 3 clusters Score -1166669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1166669.750000 Penalty: 4568.080566
	Iteration 42Q: 3 clusters Score -1166670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1166671.000000 Penalty: 4568.080566
	Iteration 43Q: 3 clusters Score -1166671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1166671.875000 Penalty: 4568.080566
	Iteration 44Q: 3 clusters Score -1166672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1166671.750000 Penalty: 4568.080566
	Iteration 45Q: 3 clusters Score -1166672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1166671.750000 Penalty: 4568.080566
	Iteration 46F: 3 clusters Score -1166672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Entering Unmasked Estep 
Score: -568877.875000 Penalty: 2096.813232
	Iteration 0F: 2 clusters Score -568877.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -564549.250000 Penalty: 4193.626465
	Iteration 0F: 3 clusters Score -564549.2 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -565588.312500 Penalty: 4193.626465
	Iteration 1F: 3 clusters Score -565588.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -565793.000000 Penalty: 4193.626465
	Iteration 2F: 3 clusters Score -565793 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -565909.500000 Penalty: 4193.626465
	Iteration 3Q: 3 clusters Score -565909.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -565998.750000 Penalty: 4193.626465
	Iteration 4Q: 3 clusters Score -565998.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -566070.375000 Penalty: 4193.626465
	Iteration 5Q: 3 clusters Score -566070.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -566126.375000 Penalty: 4193.626465
	Iteration 6Q: 3 clusters Score -566126.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -566179.625000 Penalty: 4193.626465
	Iteration 7Q: 3 clusters Score -566179.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -566218.562500 Penalty: 4193.626465
	Iteration 8Q: 3 clusters Score -566218.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -566254.750000 Penalty: 4193.626465
	Iteration 9Q: 3 clusters Score -566254.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -566288.562500 Penalty: 4193.626465
	Iteration 10Q: 3 clusters Score -566288.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -566321.375000 Penalty: 4193.626465
	Iteration 11Q: 3 clusters Score -566321.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -566350.937500 Penalty: 4193.626465
	Iteration 12Q: 3 clusters Score -566350.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -566385.687500 Penalty: 4193.626465
	Iteration 13Q: 3 clusters Score -566385.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -566419.187500 Penalty: 4193.626465
	Iteration 14Q: 3 clusters Score -566419.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -566463.375000 Penalty: 4193.626465
	Iteration 15Q: 3 clusters Score -566463.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -566502.312500 Penalty: 4193.626465
	Iteration 16Q: 3 clusters Score -566502.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -566540.250000 Penalty: 4193.626465
	Iteration 17Q: 3 clusters Score -566540.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -566581.000000 Penalty: 4193.626465
	Iteration 18Q: 3 clusters Score -566581 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -566617.562500 Penalty: 4193.626465
	Iteration 19Q: 3 clusters Score -566617.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -566660.875000 Penalty: 4193.626465
	Iteration 20F: 3 clusters Score -566660.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -566724.375000 Penalty: 4193.626465
	Iteration 21Q: 3 clusters Score -566724.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -566806.500000 Penalty: 4193.626465
	Iteration 22Q: 3 clusters Score -566806.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -566871.000000 Penalty: 4193.626465
	Iteration 23Q: 3 clusters Score -566871 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -566919.062500 Penalty: 4193.626465
	Iteration 24Q: 3 clusters Score -566919.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -566963.000000 Penalty: 4193.626465
	Iteration 25Q: 3 clusters Score -566963 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -566999.312500 Penalty: 4193.626465
	Iteration 26Q: 3 clusters Score -566999.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -567034.750000 Penalty: 4193.626465
	Iteration 27Q: 3 clusters Score -567034.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -567064.625000 Penalty: 4193.626465
	Iteration 28Q: 3 clusters Score -567064.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -567086.812500 Penalty: 4193.626465
	Iteration 29Q: 3 clusters Score -567086.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -567109.875000 Penalty: 4193.626465
	Iteration 30Q: 3 clusters Score -567109.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -567124.312500 Penalty: 4193.626465
	Iteration 31Q: 3 clusters Score -567124.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -567134.937500 Penalty: 4193.626465
	Iteration 32Q: 3 clusters Score -567134.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -567146.062500 Penalty: 4193.626465
	Iteration 33Q: 3 clusters Score -567146.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -567156.312500 Penalty: 4193.626465
	Iteration 34Q: 3 clusters Score -567156.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -567160.250000 Penalty: 4193.626465
	Iteration 35Q: 3 clusters Score -567160.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -567168.187500 Penalty: 4193.626465
	Iteration 36Q: 3 clusters Score -567168.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -567178.437500 Penalty: 4193.626465
	Iteration 37Q: 3 clusters Score -567178.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -567185.562500 Penalty: 4193.626465
	Iteration 38Q: 3 clusters Score -567185.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -567197.812500 Penalty: 4193.626465
	Iteration 39Q: 3 clusters Score -567197.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -567204.437500 Penalty: 4193.626465
	Iteration 40F: 3 clusters Score -567204.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -567206.375000 Penalty: 4193.626465
	Iteration 41Q: 3 clusters Score -567206.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -567208.250000 Penalty: 4193.626465
	Iteration 42Q: 3 clusters Score -567208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -567210.000000 Penalty: 4193.626465
	Iteration 43Q: 3 clusters Score -567210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -567210.000000 Penalty: 4193.626465
	Iteration 44F: 3 clusters Score -567210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Entering Unmasked Estep 
Score: -5474195.000000 Penalty: 2660.835205
	Iteration 0F: 2 clusters Score -5474195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -5443247.500000 Penalty: 5321.670410
	Iteration 0F: 3 clusters Score -5443248 nChanged 21050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -5455125.500000 Penalty: 5321.670410
	Iteration 1F: 3 clusters Score -5455126 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -5455956.500000 Penalty: 5321.670410
	Iteration 2Q: 3 clusters Score -5455956 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -5457120.000000 Penalty: 5321.670410
	Iteration 3F: 3 clusters Score -5457120 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -5458830.000000 Penalty: 5321.670410
	Iteration 4F: 3 clusters Score -5458830 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -5461436.000000 Penalty: 5321.670410
	Iteration 5F: 3 clusters Score -5461436 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -5464724.500000 Penalty: 5321.670410
	Iteration 6F: 3 clusters Score -5464724 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -5468161.000000 Penalty: 5321.670410
	Iteration 7F: 3 clusters Score -5468161 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -5470506.000000 Penalty: 5321.670410
	Iteration 8F: 3 clusters Score -5470506 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -5471550.000000 Penalty: 5321.670410
	Iteration 9Q: 3 clusters Score -5471550 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -5472000.000000 Penalty: 5321.670410
	Iteration 10Q: 3 clusters Score -5472000 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -5472213.500000 Penalty: 5321.670410
	Iteration 11Q: 3 clusters Score -5472214 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -5472324.000000 Penalty: 5321.670410
	Iteration 12Q: 3 clusters Score -5472324 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -5472416.000000 Penalty: 5321.670410
	Iteration 13Q: 3 clusters Score -5472416 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -5472484.000000 Penalty: 5321.670410
	Iteration 14Q: 3 clusters Score -5472484 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -5472535.000000 Penalty: 5321.670410
	Iteration 15Q: 3 clusters Score -5472535 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -5472588.000000 Penalty: 5321.670410
	Iteration 16Q: 3 clusters Score -5472588 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -5472641.500000 Penalty: 5321.670410
	Iteration 17Q: 3 clusters Score -5472642 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5472685.000000 Penalty: 5321.670410
	Iteration 18Q: 3 clusters Score -5472685 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5472714.500000 Penalty: 5321.670410
	Iteration 19Q: 3 clusters Score -5472714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -5472750.500000 Penalty: 5321.670410
	Iteration 20F: 3 clusters Score -5472750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -5472779.000000 Penalty: 5321.670410
	Iteration 21Q: 3 clusters Score -5472779 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -5472787.500000 Penalty: 5321.670410
	Iteration 22Q: 3 clusters Score -5472788 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -5472811.500000 Penalty: 5321.670410
	Iteration 23Q: 3 clusters Score -5472812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -5472827.500000 Penalty: 5321.670410
	Iteration 24Q: 3 clusters Score -5472828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -5472842.000000 Penalty: 5321.670410
	Iteration 25Q: 3 clusters Score -5472842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -5472841.500000 Penalty: 5321.670410
	Iteration 26Q: 3 clusters Score -5472842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5472859.500000 Penalty: 5321.670410
	Iteration 27Q: 3 clusters Score -5472860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -5472880.000000 Penalty: 5321.670410
	Iteration 28Q: 3 clusters Score -5472880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -5472882.000000 Penalty: 5321.670410
	Iteration 29Q: 3 clusters Score -5472882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -5472887.000000 Penalty: 5321.670410
	Iteration 30Q: 3 clusters Score -5472887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -5472901.000000 Penalty: 5321.670410
	Iteration 31Q: 3 clusters Score -5472901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -5472900.000000 Penalty: 5321.670410
	Iteration 32Q: 3 clusters Score -5472900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -5472894.000000 Penalty: 5321.670410
	Iteration 33Q: 3 clusters Score -5472894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -5472890.000000 Penalty: 5321.670410
	Iteration 34Q: 3 clusters Score -5472890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -5472895.000000 Penalty: 5321.670410
	Iteration 35Q: 3 clusters Score -5472895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -5472903.500000 Penalty: 5321.670410
	Iteration 36Q: 3 clusters Score -5472904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -5472899.500000 Penalty: 5321.670410
	Iteration 37Q: 3 clusters Score -5472900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -5472887.000000 Penalty: 5321.670410
	Iteration 38Q: 3 clusters Score -5472887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -5472893.500000 Penalty: 5321.670410
	Iteration 39Q: 3 clusters Score -5472894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -5472899.000000 Penalty: 5321.670410
	Iteration 40F: 3 clusters Score -5472899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -5472897.500000 Penalty: 5321.670410
	Iteration 41Q: 3 clusters Score -5472898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -5472897.000000 Penalty: 5321.670410
	Iteration 42Q: 3 clusters Score -5472897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -5472907.000000 Penalty: 5321.670410
	Iteration 43Q: 3 clusters Score -5472907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -5472908.500000 Penalty: 5321.670410
	Iteration 44Q: 3 clusters Score -5472908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -5472914.000000 Penalty: 5321.670410
	Iteration 45Q: 3 clusters Score -5472914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -5472900.000000 Penalty: 5321.670410
	Iteration 46Q: 3 clusters Score -5472900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -5472905.000000 Penalty: 5321.670410
	Iteration 47Q: 3 clusters Score -5472905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -5472903.000000 Penalty: 5321.670410
	Iteration 48Q: 3 clusters Score -5472903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -5472902.000000 Penalty: 5321.670410
	Iteration 49Q: 3 clusters Score -5472902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -5472901.500000 Penalty: 5321.670410
	Iteration 50Q: 3 clusters Score -5472902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -5472901.000000 Penalty: 5321.670410
	Iteration 51Q: 3 clusters Score -5472901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -5472900.000000 Penalty: 5321.670410
	Iteration 52Q: 3 clusters Score -5472900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -5472900.000000 Penalty: 5321.670410
	Iteration 53Q: 3 clusters Score -5472900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -5472902.500000 Penalty: 5321.670410
	Iteration 54Q: 3 clusters Score -5472902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -5472900.000000 Penalty: 5321.670410
	Iteration 55Q: 3 clusters Score -5472900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -5472903.500000 Penalty: 5321.670410
	Iteration 56Q: 3 clusters Score -5472904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -5472899.000000 Penalty: 5321.670410
	Iteration 57Q: 3 clusters Score -5472899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -5472894.000000 Penalty: 5321.670410
	Iteration 58Q: 3 clusters Score -5472894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -5472904.500000 Penalty: 5321.670410
	Iteration 59Q: 3 clusters Score -5472904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -5472907.500000 Penalty: 5321.670410
	Iteration 60F: 3 clusters Score -5472908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Entering Unmasked Estep 
Score: -569774.875000 Penalty: 2122.181396
	Iteration 0F: 2 clusters Score -569774.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -565124.875000 Penalty: 4244.362793
	Iteration 0F: 3 clusters Score -565124.9 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -566306.250000 Penalty: 4244.362793
	Iteration 1F: 3 clusters Score -566306.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -566582.312500 Penalty: 4244.362793
	Iteration 2F: 3 clusters Score -566582.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -566770.250000 Penalty: 4244.362793
	Iteration 3F: 3 clusters Score -566770.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -566977.000000 Penalty: 4244.362793
	Iteration 4Q: 3 clusters Score -566977 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -567259.375000 Penalty: 4244.362793
	Iteration 5F: 3 clusters Score -567259.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -567524.312500 Penalty: 4244.362793
	Iteration 6F: 3 clusters Score -567524.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -567737.375000 Penalty: 4244.362793
	Iteration 7F: 3 clusters Score -567737.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -567878.250000 Penalty: 4244.362793
	Iteration 8Q: 3 clusters Score -567878.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -568008.062500 Penalty: 4244.362793
	Iteration 9Q: 3 clusters Score -568008.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -568102.562500 Penalty: 4244.362793
	Iteration 10Q: 3 clusters Score -568102.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -568185.375000 Penalty: 4244.362793
	Iteration 11Q: 3 clusters Score -568185.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -568271.312500 Penalty: 4244.362793
	Iteration 12Q: 3 clusters Score -568271.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -568342.937500 Penalty: 4244.362793
	Iteration 13Q: 3 clusters Score -568342.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -568407.562500 Penalty: 4244.362793
	Iteration 14Q: 3 clusters Score -568407.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -568474.062500 Penalty: 4244.362793
	Iteration 15Q: 3 clusters Score -568474.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -568535.687500 Penalty: 4244.362793
	Iteration 16Q: 3 clusters Score -568535.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -568587.437500 Penalty: 4244.362793
	Iteration 17Q: 3 clusters Score -568587.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -568629.625000 Penalty: 4244.362793
	Iteration 18Q: 3 clusters Score -568629.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -568653.000000 Penalty: 4244.362793
	Iteration 19Q: 3 clusters Score -568653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -568665.125000 Penalty: 4244.362793
	Iteration 20F: 3 clusters Score -568665.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -568668.562500 Penalty: 4244.362793
	Iteration 21Q: 3 clusters Score -568668.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -568672.812500 Penalty: 4244.362793
	Iteration 22Q: 3 clusters Score -568672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -568674.500000 Penalty: 4244.362793
	Iteration 23Q: 3 clusters Score -568674.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -568677.437500 Penalty: 4244.362793
	Iteration 24Q: 3 clusters Score -568677.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -568677.562500 Penalty: 4244.362793
	Iteration 25Q: 3 clusters Score -568677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -568677.875000 Penalty: 4244.362793
	Iteration 26Q: 3 clusters Score -568677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -568680.562500 Penalty: 4244.362793
	Iteration 27Q: 3 clusters Score -568680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -568680.562500 Penalty: 4244.362793
	Iteration 28F: 3 clusters Score -568680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Entering Unmasked Estep 
Score: -1343745.750000 Penalty: 2316.681152
	Iteration 0F: 2 clusters Score -1343746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1335207.125000 Penalty: 4633.362305
	Iteration 0F: 3 clusters Score -1335207 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1337759.125000 Penalty: 4633.362305
	Iteration 1F: 3 clusters Score -1337759 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1338105.000000 Penalty: 4633.362305
	Iteration 2F: 3 clusters Score -1338105 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1338366.125000 Penalty: 4633.362305
	Iteration 3F: 3 clusters Score -1338366 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1338579.875000 Penalty: 4633.362305
	Iteration 4Q: 3 clusters Score -1338580 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1338775.500000 Penalty: 4633.362305
	Iteration 5Q: 3 clusters Score -1338776 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1338958.875000 Penalty: 4633.362305
	Iteration 6Q: 3 clusters Score -1338959 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1339131.000000 Penalty: 4633.362305
	Iteration 7Q: 3 clusters Score -1339131 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1339264.250000 Penalty: 4633.362305
	Iteration 8Q: 3 clusters Score -1339264 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1339380.875000 Penalty: 4633.362305
	Iteration 9Q: 3 clusters Score -1339381 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1339479.125000 Penalty: 4633.362305
	Iteration 10Q: 3 clusters Score -1339479 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1339559.125000 Penalty: 4633.362305
	Iteration 11Q: 3 clusters Score -1339559 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1339640.125000 Penalty: 4633.362305
	Iteration 12Q: 3 clusters Score -1339640 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1339710.625000 Penalty: 4633.362305
	Iteration 13Q: 3 clusters Score -1339711 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1339774.250000 Penalty: 4633.362305
	Iteration 14Q: 3 clusters Score -1339774 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1339847.875000 Penalty: 4633.362305
	Iteration 15Q: 3 clusters Score -1339848 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1339922.750000 Penalty: 4633.362305
	Iteration 16Q: 3 clusters Score -1339923 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1339993.750000 Penalty: 4633.362305
	Iteration 17Q: 3 clusters Score -1339994 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1340056.875000 Penalty: 4633.362305
	Iteration 18Q: 3 clusters Score -1340057 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1340133.750000 Penalty: 4633.362305
	Iteration 19Q: 3 clusters Score -1340134 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1340219.500000 Penalty: 4633.362305
	Iteration 20F: 3 clusters Score -1340220 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1340319.250000 Penalty: 4633.362305
	Iteration 21Q: 3 clusters Score -1340319 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1340441.750000 Penalty: 4633.362305
	Iteration 22Q: 3 clusters Score -1340442 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1340584.000000 Penalty: 4633.362305
	Iteration 23Q: 3 clusters Score -1340584 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1340736.125000 Penalty: 4633.362305
	Iteration 24Q: 3 clusters Score -1340736 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1340893.125000 Penalty: 4633.362305
	Iteration 25Q: 3 clusters Score -1340893 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1341046.750000 Penalty: 4633.362305
	Iteration 26Q: 3 clusters Score -1341047 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1341189.250000 Penalty: 4633.362305
	Iteration 27Q: 3 clusters Score -1341189 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1341312.500000 Penalty: 4633.362305
	Iteration 28Q: 3 clusters Score -1341312 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1341417.375000 Penalty: 4633.362305
	Iteration 29Q: 3 clusters Score -1341417 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1341476.375000 Penalty: 4633.362305
	Iteration 30Q: 3 clusters Score -1341476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1341541.250000 Penalty: 4633.362305
	Iteration 31Q: 3 clusters Score -1341541 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1341591.250000 Penalty: 4633.362305
	Iteration 32Q: 3 clusters Score -1341591 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1341633.875000 Penalty: 4633.362305
	Iteration 33Q: 3 clusters Score -1341634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1341670.625000 Penalty: 4633.362305
	Iteration 34Q: 3 clusters Score -1341671 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1341701.375000 Penalty: 4633.362305
	Iteration 35Q: 3 clusters Score -1341701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1341717.250000 Penalty: 4633.362305
	Iteration 36Q: 3 clusters Score -1341717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1341726.625000 Penalty: 4633.362305
	Iteration 37Q: 3 clusters Score -1341727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1341742.125000 Penalty: 4633.362305
	Iteration 38Q: 3 clusters Score -1341742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1341754.875000 Penalty: 4633.362305
	Iteration 39Q: 3 clusters Score -1341755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1341768.625000 Penalty: 4633.362305
	Iteration 40F: 3 clusters Score -1341769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1341784.250000 Penalty: 4633.362305
	Iteration 41Q: 3 clusters Score -1341784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1341792.750000 Penalty: 4633.362305
	Iteration 42Q: 3 clusters Score -1341793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1341801.125000 Penalty: 4633.362305
	Iteration 43Q: 3 clusters Score -1341801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1341805.125000 Penalty: 4633.362305
	Iteration 44Q: 3 clusters Score -1341805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1341811.875000 Penalty: 4633.362305
	Iteration 45Q: 3 clusters Score -1341812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1341816.625000 Penalty: 4633.362305
	Iteration 46Q: 3 clusters Score -1341817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1341830.000000 Penalty: 4633.362305
	Iteration 47Q: 3 clusters Score -1341830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1341835.375000 Penalty: 4633.362305
	Iteration 48Q: 3 clusters Score -1341835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1341839.000000 Penalty: 4633.362305
	Iteration 49Q: 3 clusters Score -1341839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1341840.125000 Penalty: 4633.362305
	Iteration 50Q: 3 clusters Score -1341840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1341839.250000 Penalty: 4633.362305
	Iteration 51Q: 3 clusters Score -1341839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1341840.875000 Penalty: 4633.362305
	Iteration 52Q: 3 clusters Score -1341841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1341842.625000 Penalty: 4633.362305
	Iteration 53Q: 3 clusters Score -1341843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1341843.375000 Penalty: 4633.362305
	Iteration 54Q: 3 clusters Score -1341843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1341843.375000 Penalty: 4633.362305
	Iteration 55F: 3 clusters Score -1341843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Entering Unmasked Estep 
Score: -4597627.000000 Penalty: 2616.929443
	Iteration 0F: 2 clusters Score -4597627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4571790.000000 Penalty: 5233.858887
	Iteration 0F: 3 clusters Score -4571790 nChanged 17467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4581389.000000 Penalty: 5233.858887
	Iteration 1F: 3 clusters Score -4581389 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -4581972.000000 Penalty: 5233.858887
	Iteration 2Q: 3 clusters Score -4581972 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -4582618.000000 Penalty: 5233.858887
	Iteration 3Q: 3 clusters Score -4582618 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -4583446.000000 Penalty: 5233.858887
	Iteration 4Q: 3 clusters Score -4583446 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -4584561.500000 Penalty: 5233.858887
	Iteration 5F: 3 clusters Score -4584562 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -4586075.500000 Penalty: 5233.858887
	Iteration 6F: 3 clusters Score -4586076 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -4588039.000000 Penalty: 5233.858887
	Iteration 7F: 3 clusters Score -4588039 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -4590133.500000 Penalty: 5233.858887
	Iteration 8F: 3 clusters Score -4590134 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -4591891.500000 Penalty: 5233.858887
	Iteration 9F: 3 clusters Score -4591892 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -4593088.000000 Penalty: 5233.858887
	Iteration 10Q: 3 clusters Score -4593088 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -4593810.000000 Penalty: 5233.858887
	Iteration 11Q: 3 clusters Score -4593810 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4594239.000000 Penalty: 5233.858887
	Iteration 12Q: 3 clusters Score -4594239 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -4594488.000000 Penalty: 5233.858887
	Iteration 13Q: 3 clusters Score -4594488 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4594672.500000 Penalty: 5233.858887
	Iteration 14Q: 3 clusters Score -4594672 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4594770.500000 Penalty: 5233.858887
	Iteration 15Q: 3 clusters Score -4594770 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4594861.500000 Penalty: 5233.858887
	Iteration 16Q: 3 clusters Score -4594862 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4594950.000000 Penalty: 5233.858887
	Iteration 17Q: 3 clusters Score -4594950 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4595018.000000 Penalty: 5233.858887
	Iteration 18Q: 3 clusters Score -4595018 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4595077.500000 Penalty: 5233.858887
	Iteration 19Q: 3 clusters Score -4595078 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4595123.500000 Penalty: 5233.858887
	Iteration 20F: 3 clusters Score -4595124 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4595154.500000 Penalty: 5233.858887
	Iteration 21Q: 3 clusters Score -4595154 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4595193.500000 Penalty: 5233.858887
	Iteration 22Q: 3 clusters Score -4595194 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4595223.500000 Penalty: 5233.858887
	Iteration 23Q: 3 clusters Score -4595224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4595251.500000 Penalty: 5233.858887
	Iteration 24Q: 3 clusters Score -4595252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4595254.000000 Penalty: 5233.858887
	Iteration 25Q: 3 clusters Score -4595254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4595266.500000 Penalty: 5233.858887
	Iteration 26Q: 3 clusters Score -4595266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4595280.000000 Penalty: 5233.858887
	Iteration 27Q: 3 clusters Score -4595280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4595296.000000 Penalty: 5233.858887
	Iteration 28Q: 3 clusters Score -4595296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4595311.500000 Penalty: 5233.858887
	Iteration 29Q: 3 clusters Score -4595312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4595330.500000 Penalty: 5233.858887
	Iteration 30Q: 3 clusters Score -4595330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4595342.500000 Penalty: 5233.858887
	Iteration 31Q: 3 clusters Score -4595342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4595347.000000 Penalty: 5233.858887
	Iteration 32Q: 3 clusters Score -4595347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4595351.000000 Penalty: 5233.858887
	Iteration 33Q: 3 clusters Score -4595351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4595364.000000 Penalty: 5233.858887
	Iteration 34Q: 3 clusters Score -4595364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4595373.500000 Penalty: 5233.858887
	Iteration 35Q: 3 clusters Score -4595374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4595390.000000 Penalty: 5233.858887
	Iteration 36Q: 3 clusters Score -4595390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4595396.000000 Penalty: 5233.858887
	Iteration 37Q: 3 clusters Score -4595396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4595405.500000 Penalty: 5233.858887
	Iteration 38Q: 3 clusters Score -4595406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4595408.500000 Penalty: 5233.858887
	Iteration 39Q: 3 clusters Score -4595408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4595409.000000 Penalty: 5233.858887
	Iteration 40F: 3 clusters Score -4595409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4595416.500000 Penalty: 5233.858887
	Iteration 41Q: 3 clusters Score -4595416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4595416.500000 Penalty: 5233.858887
	Iteration 42Q: 3 clusters Score -4595416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4595420.500000 Penalty: 5233.858887
	Iteration 43Q: 3 clusters Score -4595420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4595438.000000 Penalty: 5233.858887
	Iteration 44Q: 3 clusters Score -4595438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4595442.500000 Penalty: 5233.858887
	Iteration 45Q: 3 clusters Score -4595442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4595448.500000 Penalty: 5233.858887
	Iteration 46Q: 3 clusters Score -4595448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4595443.500000 Penalty: 5233.858887
	Iteration 47Q: 3 clusters Score -4595444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4595440.000000 Penalty: 5233.858887
	Iteration 48Q: 3 clusters Score -4595440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4595447.500000 Penalty: 5233.858887
	Iteration 49Q: 3 clusters Score -4595448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4595444.000000 Penalty: 5233.858887
	Iteration 50Q: 3 clusters Score -4595444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4595438.500000 Penalty: 5233.858887
	Iteration 51Q: 3 clusters Score -4595438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4595440.500000 Penalty: 5233.858887
	Iteration 52Q: 3 clusters Score -4595440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4595446.000000 Penalty: 5233.858887
	Iteration 53Q: 3 clusters Score -4595446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4595453.500000 Penalty: 5233.858887
	Iteration 54Q: 3 clusters Score -4595454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4595451.000000 Penalty: 5233.858887
	Iteration 55Q: 3 clusters Score -4595451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4595450.500000 Penalty: 5233.858887
	Iteration 56Q: 3 clusters Score -4595450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4595453.500000 Penalty: 5233.858887
	Iteration 57Q: 3 clusters Score -4595454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4595453.500000 Penalty: 5233.858887
	Iteration 58Q: 3 clusters Score -4595454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4595451.500000 Penalty: 5233.858887
	Iteration 59Q: 3 clusters Score -4595452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4595455.000000 Penalty: 5233.858887
	Iteration 60F: 3 clusters Score -4595455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4595455.000000 Penalty: 5233.858887
	Iteration 61Q: 3 clusters Score -4595455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4595452.000000 Penalty: 5233.858887
	Iteration 62Q: 3 clusters Score -4595452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4595447.500000 Penalty: 5233.858887
	Iteration 63Q: 3 clusters Score -4595448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4595448.000000 Penalty: 5233.858887
	Iteration 64Q: 3 clusters Score -4595448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4595454.000000 Penalty: 5233.858887
	Iteration 65Q: 3 clusters Score -4595454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4595457.500000 Penalty: 5233.858887
	Iteration 66Q: 3 clusters Score -4595458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4595461.500000 Penalty: 5233.858887
	Iteration 67Q: 3 clusters Score -4595462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4595462.500000 Penalty: 5233.858887
	Iteration 68Q: 3 clusters Score -4595462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4595474.000000 Penalty: 5233.858887
	Iteration 69Q: 3 clusters Score -4595474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4595468.000000 Penalty: 5233.858887
	Iteration 70Q: 3 clusters Score -4595468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4595474.500000 Penalty: 5233.858887
	Iteration 71Q: 3 clusters Score -4595474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4595474.500000 Penalty: 5233.858887
	Iteration 72Q: 3 clusters Score -4595474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4595475.500000 Penalty: 5233.858887
	Iteration 73Q: 3 clusters Score -4595476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4595478.000000 Penalty: 5233.858887
	Iteration 74Q: 3 clusters Score -4595478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4595480.500000 Penalty: 5233.858887
	Iteration 75Q: 3 clusters Score -4595480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4595475.000000 Penalty: 5233.858887
	Iteration 76Q: 3 clusters Score -4595475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4595474.500000 Penalty: 5233.858887
	Iteration 77Q: 3 clusters Score -4595474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4595477.000000 Penalty: 5233.858887
	Iteration 78Q: 3 clusters Score -4595477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4595479.500000 Penalty: 5233.858887
	Iteration 79Q: 3 clusters Score -4595480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4595478.000000 Penalty: 5233.858887
	Iteration 80F: 3 clusters Score -4595478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4595479.000000 Penalty: 5233.858887
	Iteration 81Q: 3 clusters Score -4595479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4595482.500000 Penalty: 5233.858887
	Iteration 82Q: 3 clusters Score -4595482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4595487.500000 Penalty: 5233.858887
	Iteration 83Q: 3 clusters Score -4595488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4595491.000000 Penalty: 5233.858887
	Iteration 84Q: 3 clusters Score -4595491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4595496.000000 Penalty: 5233.858887
	Iteration 85Q: 3 clusters Score -4595496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4595495.500000 Penalty: 5233.858887
	Iteration 86Q: 3 clusters Score -4595496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4595495.500000 Penalty: 5233.858887
	Iteration 87F: 3 clusters Score -4595496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Entering Unmasked Estep 
Score: -1538479.500000 Penalty: 2352.377441
	Iteration 0F: 2 clusters Score -1538480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1528821.250000 Penalty: 4704.754883
	Iteration 0F: 3 clusters Score -1528821 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1531868.000000 Penalty: 4704.754883
	Iteration 1F: 3 clusters Score -1531868 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1532340.250000 Penalty: 4704.754883
	Iteration 2F: 3 clusters Score -1532340 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1532807.875000 Penalty: 4704.754883
	Iteration 3F: 3 clusters Score -1532808 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1533241.375000 Penalty: 4704.754883
	Iteration 4F: 3 clusters Score -1533241 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1533711.125000 Penalty: 4704.754883
	Iteration 5F: 3 clusters Score -1533711 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1534262.125000 Penalty: 4704.754883
	Iteration 6F: 3 clusters Score -1534262 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1534912.125000 Penalty: 4704.754883
	Iteration 7F: 3 clusters Score -1534912 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1535531.750000 Penalty: 4704.754883
	Iteration 8F: 3 clusters Score -1535532 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1536017.000000 Penalty: 4704.754883
	Iteration 9F: 3 clusters Score -1536017 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1536295.875000 Penalty: 4704.754883
	Iteration 10Q: 3 clusters Score -1536296 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1536455.625000 Penalty: 4704.754883
	Iteration 11Q: 3 clusters Score -1536456 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1536575.375000 Penalty: 4704.754883
	Iteration 12Q: 3 clusters Score -1536575 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1536651.625000 Penalty: 4704.754883
	Iteration 13Q: 3 clusters Score -1536652 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1536707.000000 Penalty: 4704.754883
	Iteration 14Q: 3 clusters Score -1536707 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1536756.375000 Penalty: 4704.754883
	Iteration 15Q: 3 clusters Score -1536756 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1536803.125000 Penalty: 4704.754883
	Iteration 16Q: 3 clusters Score -1536803 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1536839.125000 Penalty: 4704.754883
	Iteration 17Q: 3 clusters Score -1536839 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1536877.750000 Penalty: 4704.754883
	Iteration 18Q: 3 clusters Score -1536878 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1536905.750000 Penalty: 4704.754883
	Iteration 19Q: 3 clusters Score -1536906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1536924.625000 Penalty: 4704.754883
	Iteration 20F: 3 clusters Score -1536925 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1536941.625000 Penalty: 4704.754883
	Iteration 21Q: 3 clusters Score -1536942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1536953.125000 Penalty: 4704.754883
	Iteration 22Q: 3 clusters Score -1536953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1536958.375000 Penalty: 4704.754883
	Iteration 23Q: 3 clusters Score -1536958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1536958.500000 Penalty: 4704.754883
	Iteration 24Q: 3 clusters Score -1536958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1536963.125000 Penalty: 4704.754883
	Iteration 25Q: 3 clusters Score -1536963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1536959.625000 Penalty: 4704.754883
	Iteration 26Q: 3 clusters Score -1536960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1536968.375000 Penalty: 4704.754883
	Iteration 27Q: 3 clusters Score -1536968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1536974.875000 Penalty: 4704.754883
	Iteration 28Q: 3 clusters Score -1536975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1536976.500000 Penalty: 4704.754883
	Iteration 29Q: 3 clusters Score -1536976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1536977.750000 Penalty: 4704.754883
	Iteration 30Q: 3 clusters Score -1536978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1536983.250000 Penalty: 4704.754883
	Iteration 31Q: 3 clusters Score -1536983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1536986.125000 Penalty: 4704.754883
	Iteration 32Q: 3 clusters Score -1536986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1536987.875000 Penalty: 4704.754883
	Iteration 33Q: 3 clusters Score -1536988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1536993.875000 Penalty: 4704.754883
	Iteration 34Q: 3 clusters Score -1536994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1536995.500000 Penalty: 4704.754883
	Iteration 35Q: 3 clusters Score -1536996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1536998.500000 Penalty: 4704.754883
	Iteration 36Q: 3 clusters Score -1536998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1537001.375000 Penalty: 4704.754883
	Iteration 37Q: 3 clusters Score -1537001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1537005.875000 Penalty: 4704.754883
	Iteration 38Q: 3 clusters Score -1537006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1537006.000000 Penalty: 4704.754883
	Iteration 39Q: 3 clusters Score -1537006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1537008.000000 Penalty: 4704.754883
	Iteration 40F: 3 clusters Score -1537008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1537009.375000 Penalty: 4704.754883
	Iteration 41Q: 3 clusters Score -1537009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1537008.500000 Penalty: 4704.754883
	Iteration 42Q: 3 clusters Score -1537008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1537008.000000 Penalty: 4704.754883
	Iteration 43Q: 3 clusters Score -1537008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1537010.000000 Penalty: 4704.754883
	Iteration 44Q: 3 clusters Score -1537010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1537009.125000 Penalty: 4704.754883
	Iteration 45Q: 3 clusters Score -1537009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1537006.750000 Penalty: 4704.754883
	Iteration 46Q: 3 clusters Score -1537007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1537006.750000 Penalty: 4704.754883
	Iteration 47F: 3 clusters Score -1537007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (156646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156646 members 
Entering Unmasked Estep 
Score: -18661220.000000 Penalty: 2966.512451
	Iteration 0F: 2 clusters Score -1.866122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78334 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -18557132.000000 Penalty: 5933.024902
	Iteration 0F: 3 clusters Score -1.855713e+07 nChanged 74924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80354 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -18601504.000000 Penalty: 5933.024902
	Iteration 1F: 3 clusters Score -1.86015e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
Score: -18603326.000000 Penalty: 5933.024902
	Iteration 2Q: 3 clusters Score -1.860333e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84095 members 
Mstep: Class 2 contains 72551 members 
Entering Unmasked Estep 
Score: -18605974.000000 Penalty: 5933.024902
	Iteration 3Q: 3 clusters Score -1.860597e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -18609950.000000 Penalty: 5933.024902
	Iteration 4F: 3 clusters Score -1.860995e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92312 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -18615770.000000 Penalty: 5933.024902
	Iteration 5F: 3 clusters Score -1.861577e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -18623778.000000 Penalty: 5933.024902
	Iteration 6F: 3 clusters Score -1.862378e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104523 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -18633276.000000 Penalty: 5933.024902
	Iteration 7F: 3 clusters Score -1.863328e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109332 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -18641190.000000 Penalty: 5933.024902
	Iteration 8F: 3 clusters Score -1.864119e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112670 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -18646086.000000 Penalty: 5933.024902
	Iteration 9Q: 3 clusters Score -1.864609e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115347 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -18649016.000000 Penalty: 5933.024902
	Iteration 10Q: 3 clusters Score -1.864902e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117729 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -18651182.000000 Penalty: 5933.024902
	Iteration 11Q: 3 clusters Score -1.865118e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119754 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -18652608.000000 Penalty: 5933.024902
	Iteration 12Q: 3 clusters Score -1.865261e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121519 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -18653818.000000 Penalty: 5933.024902
	Iteration 13Q: 3 clusters Score -1.865382e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123022 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -18654332.000000 Penalty: 5933.024902
	Iteration 14Q: 3 clusters Score -1.865433e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124333 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -18654756.000000 Penalty: 5933.024902
	Iteration 15Q: 3 clusters Score -1.865476e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125429 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -18655014.000000 Penalty: 5933.024902
	Iteration 16Q: 3 clusters Score -1.865501e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126416 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -18655252.000000 Penalty: 5933.024902
	Iteration 17Q: 3 clusters Score -1.865525e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127309 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -18655410.000000 Penalty: 5933.024902
	Iteration 18Q: 3 clusters Score -1.865541e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128067 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -18655452.000000 Penalty: 5933.024902
	Iteration 19Q: 3 clusters Score -1.865545e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128778 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -18655536.000000 Penalty: 5933.024902
	Iteration 20F: 3 clusters Score -1.865554e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129423 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -18655580.000000 Penalty: 5933.024902
	Iteration 21Q: 3 clusters Score -1.865558e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129976 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -18655634.000000 Penalty: 5933.024902
	Iteration 22Q: 3 clusters Score -1.865563e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130506 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -18655710.000000 Penalty: 5933.024902
	Iteration 23Q: 3 clusters Score -1.865571e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131033 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -18655772.000000 Penalty: 5933.024902
	Iteration 24Q: 3 clusters Score -1.865577e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131506 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -18655886.000000 Penalty: 5933.024902
	Iteration 25Q: 3 clusters Score -1.865589e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131985 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -18655968.000000 Penalty: 5933.024902
	Iteration 26Q: 3 clusters Score -1.865597e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132467 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -18656014.000000 Penalty: 5933.024902
	Iteration 27Q: 3 clusters Score -1.865601e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132926 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -18656100.000000 Penalty: 5933.024902
	Iteration 28Q: 3 clusters Score -1.86561e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133360 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -18656102.000000 Penalty: 5933.024902
	Iteration 29Q: 3 clusters Score -1.86561e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133764 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -18656102.000000 Penalty: 5933.024902
	Iteration 30Q: 3 clusters Score -1.86561e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134151 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -18656134.000000 Penalty: 5933.024902
	Iteration 31Q: 3 clusters Score -1.865613e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134489 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -18656190.000000 Penalty: 5933.024902
	Iteration 32Q: 3 clusters Score -1.865619e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134801 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -18656202.000000 Penalty: 5933.024902
	Iteration 33Q: 3 clusters Score -1.86562e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135094 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -18656292.000000 Penalty: 5933.024902
	Iteration 34Q: 3 clusters Score -1.865629e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135354 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -18656284.000000 Penalty: 5933.024902
	Iteration 35Q: 3 clusters Score -1.865628e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135607 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -18656290.000000 Penalty: 5933.024902
	Iteration 36Q: 3 clusters Score -1.865629e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135814 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -18656292.000000 Penalty: 5933.024902
	Iteration 37Q: 3 clusters Score -1.865629e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136018 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -18656310.000000 Penalty: 5933.024902
	Iteration 38Q: 3 clusters Score -1.865631e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136221 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -18656302.000000 Penalty: 5933.024902
	Iteration 39Q: 3 clusters Score -1.86563e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136409 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -18656306.000000 Penalty: 5933.024902
	Iteration 40F: 3 clusters Score -1.865631e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136585 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -18656312.000000 Penalty: 5933.024902
	Iteration 41Q: 3 clusters Score -1.865631e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136763 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -18656364.000000 Penalty: 5933.024902
	Iteration 42Q: 3 clusters Score -1.865636e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136961 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -18656438.000000 Penalty: 5933.024902
	Iteration 43Q: 3 clusters Score -1.865644e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137145 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -18656448.000000 Penalty: 5933.024902
	Iteration 44Q: 3 clusters Score -1.865645e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137324 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -18656484.000000 Penalty: 5933.024902
	Iteration 45Q: 3 clusters Score -1.865648e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137505 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -18656482.000000 Penalty: 5933.024902
	Iteration 46Q: 3 clusters Score -1.865648e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137677 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -18656472.000000 Penalty: 5933.024902
	Iteration 47Q: 3 clusters Score -1.865647e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137850 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -18656474.000000 Penalty: 5933.024902
	Iteration 48Q: 3 clusters Score -1.865647e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138016 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -18656456.000000 Penalty: 5933.024902
	Iteration 49Q: 3 clusters Score -1.865646e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -18656460.000000 Penalty: 5933.024902
	Iteration 50Q: 3 clusters Score -1.865646e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138377 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -18656484.000000 Penalty: 5933.024902
	Iteration 51Q: 3 clusters Score -1.865648e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -18656486.000000 Penalty: 5933.024902
	Iteration 52Q: 3 clusters Score -1.865649e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138784 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -18656514.000000 Penalty: 5933.024902
	Iteration 53Q: 3 clusters Score -1.865651e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138976 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -18656558.000000 Penalty: 5933.024902
	Iteration 54Q: 3 clusters Score -1.865656e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139162 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -18656550.000000 Penalty: 5933.024902
	Iteration 55Q: 3 clusters Score -1.865655e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139347 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -18656550.000000 Penalty: 5933.024902
	Iteration 56Q: 3 clusters Score -1.865655e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139521 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -18656588.000000 Penalty: 5933.024902
	Iteration 57Q: 3 clusters Score -1.865659e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139690 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -18656596.000000 Penalty: 5933.024902
	Iteration 58Q: 3 clusters Score -1.86566e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139827 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -18656586.000000 Penalty: 5933.024902
	Iteration 59Q: 3 clusters Score -1.865659e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139960 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -18656616.000000 Penalty: 5933.024902
	Iteration 60F: 3 clusters Score -1.865662e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140079 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -18656652.000000 Penalty: 5933.024902
	Iteration 61Q: 3 clusters Score -1.865665e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140193 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -18656652.000000 Penalty: 5933.024902
	Iteration 62Q: 3 clusters Score -1.865665e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140306 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -18656690.000000 Penalty: 5933.024902
	Iteration 63Q: 3 clusters Score -1.865669e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140426 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -18656714.000000 Penalty: 5933.024902
	Iteration 64Q: 3 clusters Score -1.865671e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140560 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -18656712.000000 Penalty: 5933.024902
	Iteration 65Q: 3 clusters Score -1.865671e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140707 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -18656728.000000 Penalty: 5933.024902
	Iteration 66Q: 3 clusters Score -1.865673e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140837 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -18656726.000000 Penalty: 5933.024902
	Iteration 67Q: 3 clusters Score -1.865673e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140966 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -18656752.000000 Penalty: 5933.024902
	Iteration 68Q: 3 clusters Score -1.865675e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141089 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -18656806.000000 Penalty: 5933.024902
	Iteration 69Q: 3 clusters Score -1.865681e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141207 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -18656824.000000 Penalty: 5933.024902
	Iteration 70Q: 3 clusters Score -1.865682e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141323 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -18656818.000000 Penalty: 5933.024902
	Iteration 71Q: 3 clusters Score -1.865682e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141449 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -18656856.000000 Penalty: 5933.024902
	Iteration 72Q: 3 clusters Score -1.865686e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141583 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -18656866.000000 Penalty: 5933.024902
	Iteration 73Q: 3 clusters Score -1.865687e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141711 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -18656876.000000 Penalty: 5933.024902
	Iteration 74Q: 3 clusters Score -1.865688e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141853 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -18656882.000000 Penalty: 5933.024902
	Iteration 75Q: 3 clusters Score -1.865688e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141981 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -18656864.000000 Penalty: 5933.024902
	Iteration 76Q: 3 clusters Score -1.865686e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142092 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -18656870.000000 Penalty: 5933.024902
	Iteration 77Q: 3 clusters Score -1.865687e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142203 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -18656892.000000 Penalty: 5933.024902
	Iteration 78Q: 3 clusters Score -1.865689e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142313 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -18656930.000000 Penalty: 5933.024902
	Iteration 79Q: 3 clusters Score -1.865693e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142430 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -18656934.000000 Penalty: 5933.024902
	Iteration 80F: 3 clusters Score -1.865693e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142543 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -18656936.000000 Penalty: 5933.024902
	Iteration 81Q: 3 clusters Score -1.865694e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142652 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -18656936.000000 Penalty: 5933.024902
	Iteration 82Q: 3 clusters Score -1.865694e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142755 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -18656930.000000 Penalty: 5933.024902
	Iteration 83Q: 3 clusters Score -1.865693e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142862 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -18656968.000000 Penalty: 5933.024902
	Iteration 84Q: 3 clusters Score -1.865697e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142980 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -18656990.000000 Penalty: 5933.024902
	Iteration 85Q: 3 clusters Score -1.865699e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -18657006.000000 Penalty: 5933.024902
	Iteration 86Q: 3 clusters Score -1.865701e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143229 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -18657036.000000 Penalty: 5933.024902
	Iteration 87Q: 3 clusters Score -1.865704e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143348 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -18657082.000000 Penalty: 5933.024902
	Iteration 88Q: 3 clusters Score -1.865708e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143465 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -18657072.000000 Penalty: 5933.024902
	Iteration 89Q: 3 clusters Score -1.865707e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143582 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -18657082.000000 Penalty: 5933.024902
	Iteration 90Q: 3 clusters Score -1.865708e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143684 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -18657082.000000 Penalty: 5933.024902
	Iteration 91Q: 3 clusters Score -1.865708e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143773 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -18657106.000000 Penalty: 5933.024902
	Iteration 92Q: 3 clusters Score -1.865711e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143869 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -18657094.000000 Penalty: 5933.024902
	Iteration 93Q: 3 clusters Score -1.865709e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143948 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -18657114.000000 Penalty: 5933.024902
	Iteration 94Q: 3 clusters Score -1.865711e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144023 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -18657130.000000 Penalty: 5933.024902
	Iteration 95Q: 3 clusters Score -1.865713e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144107 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -18657134.000000 Penalty: 5933.024902
	Iteration 96Q: 3 clusters Score -1.865713e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144181 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -18657130.000000 Penalty: 5933.024902
	Iteration 97Q: 3 clusters Score -1.865713e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144260 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -18657098.000000 Penalty: 5933.024902
	Iteration 98Q: 3 clusters Score -1.86571e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144340 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -18657120.000000 Penalty: 5933.024902
	Iteration 99Q: 3 clusters Score -1.865712e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144417 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -18657126.000000 Penalty: 5933.024902
	Iteration 100F: 3 clusters Score -1.865713e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144494 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -18657106.000000 Penalty: 5933.024902
	Iteration 101Q: 3 clusters Score -1.865711e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144565 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -18657096.000000 Penalty: 5933.024902
	Iteration 102Q: 3 clusters Score -1.86571e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144634 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -18657104.000000 Penalty: 5933.024902
	Iteration 103Q: 3 clusters Score -1.86571e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144715 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -18657140.000000 Penalty: 5933.024902
	Iteration 104Q: 3 clusters Score -1.865714e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144797 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -18657136.000000 Penalty: 5933.024902
	Iteration 105Q: 3 clusters Score -1.865714e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144871 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -18657162.000000 Penalty: 5933.024902
	Iteration 106Q: 3 clusters Score -1.865716e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144938 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -18657150.000000 Penalty: 5933.024902
	Iteration 107Q: 3 clusters Score -1.865715e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145006 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -18657166.000000 Penalty: 5933.024902
	Iteration 108Q: 3 clusters Score -1.865717e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145079 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -18657180.000000 Penalty: 5933.024902
	Iteration 109Q: 3 clusters Score -1.865718e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145150 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -18657196.000000 Penalty: 5933.024902
	Iteration 110Q: 3 clusters Score -1.86572e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145236 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -18657216.000000 Penalty: 5933.024902
	Iteration 111Q: 3 clusters Score -1.865722e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145318 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -18657238.000000 Penalty: 5933.024902
	Iteration 112Q: 3 clusters Score -1.865724e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145404 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -18657250.000000 Penalty: 5933.024902
	Iteration 113Q: 3 clusters Score -1.865725e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145476 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -18657242.000000 Penalty: 5933.024902
	Iteration 114Q: 3 clusters Score -1.865724e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145537 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -18657234.000000 Penalty: 5933.024902
	Iteration 115Q: 3 clusters Score -1.865723e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145609 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -18657206.000000 Penalty: 5933.024902
	Iteration 116Q: 3 clusters Score -1.865721e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145702 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -18657222.000000 Penalty: 5933.024902
	Iteration 117Q: 3 clusters Score -1.865722e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145789 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -18657238.000000 Penalty: 5933.024902
	Iteration 118Q: 3 clusters Score -1.865724e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145901 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -18657262.000000 Penalty: 5933.024902
	Iteration 119Q: 3 clusters Score -1.865726e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146013 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -18657298.000000 Penalty: 5933.024902
	Iteration 120F: 3 clusters Score -1.86573e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146136 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -18657294.000000 Penalty: 5933.024902
	Iteration 121Q: 3 clusters Score -1.865729e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146261 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -18657288.000000 Penalty: 5933.024902
	Iteration 122Q: 3 clusters Score -1.865729e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146391 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -18657298.000000 Penalty: 5933.024902
	Iteration 123Q: 3 clusters Score -1.86573e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146527 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -18657302.000000 Penalty: 5933.024902
	Iteration 124Q: 3 clusters Score -1.86573e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146709 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -18657356.000000 Penalty: 5933.024902
	Iteration 125Q: 3 clusters Score -1.865736e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146898 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -18657506.000000 Penalty: 5933.024902
	Iteration 126Q: 3 clusters Score -1.865751e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147097 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -18657546.000000 Penalty: 5933.024902
	Iteration 127Q: 3 clusters Score -1.865755e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147291 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -18657588.000000 Penalty: 5933.024902
	Iteration 128Q: 3 clusters Score -1.865759e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147477 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -18657604.000000 Penalty: 5933.024902
	Iteration 129Q: 3 clusters Score -1.86576e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147657 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -18657662.000000 Penalty: 5933.024902
	Iteration 130Q: 3 clusters Score -1.865766e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147843 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -18657704.000000 Penalty: 5933.024902
	Iteration 131Q: 3 clusters Score -1.86577e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148028 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -18657764.000000 Penalty: 5933.024902
	Iteration 132Q: 3 clusters Score -1.865776e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148207 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -18657744.000000 Penalty: 5933.024902
	Iteration 133Q: 3 clusters Score -1.865774e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148372 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -18657766.000000 Penalty: 5933.024902
	Iteration 134Q: 3 clusters Score -1.865777e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148543 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -18657746.000000 Penalty: 5933.024902
	Iteration 135Q: 3 clusters Score -1.865775e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148714 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -18657816.000000 Penalty: 5933.024902
	Iteration 136Q: 3 clusters Score -1.865782e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148892 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -18657876.000000 Penalty: 5933.024902
	Iteration 137Q: 3 clusters Score -1.865788e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149087 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -18657960.000000 Penalty: 5933.024902
	Iteration 138Q: 3 clusters Score -1.865796e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149274 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -18658046.000000 Penalty: 5933.024902
	Iteration 139Q: 3 clusters Score -1.865805e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149451 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -18658112.000000 Penalty: 5933.024902
	Iteration 140F: 3 clusters Score -1.865811e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149614 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -18658120.000000 Penalty: 5933.024902
	Iteration 141Q: 3 clusters Score -1.865812e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149753 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -18658134.000000 Penalty: 5933.024902
	Iteration 142Q: 3 clusters Score -1.865813e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149896 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -18658170.000000 Penalty: 5933.024902
	Iteration 143Q: 3 clusters Score -1.865817e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -18658232.000000 Penalty: 5933.024902
	Iteration 144Q: 3 clusters Score -1.865823e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -18658252.000000 Penalty: 5933.024902
	Iteration 145Q: 3 clusters Score -1.865825e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150398 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -18658268.000000 Penalty: 5933.024902
	Iteration 146Q: 3 clusters Score -1.865827e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -18658308.000000 Penalty: 5933.024902
	Iteration 147Q: 3 clusters Score -1.865831e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -18658348.000000 Penalty: 5933.024902
	Iteration 148Q: 3 clusters Score -1.865835e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150834 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -18658378.000000 Penalty: 5933.024902
	Iteration 149Q: 3 clusters Score -1.865838e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150969 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -18658386.000000 Penalty: 5933.024902
	Iteration 150Q: 3 clusters Score -1.865839e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151080 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -18658432.000000 Penalty: 5933.024902
	Iteration 151Q: 3 clusters Score -1.865843e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151184 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -18658458.000000 Penalty: 5933.024902
	Iteration 152Q: 3 clusters Score -1.865846e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151264 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -18658464.000000 Penalty: 5933.024902
	Iteration 153Q: 3 clusters Score -1.865846e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151353 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -18658474.000000 Penalty: 5933.024902
	Iteration 154Q: 3 clusters Score -1.865847e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151444 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -18658506.000000 Penalty: 5933.024902
	Iteration 155Q: 3 clusters Score -1.865851e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151535 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -18658520.000000 Penalty: 5933.024902
	Iteration 156Q: 3 clusters Score -1.865852e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151625 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -18658522.000000 Penalty: 5933.024902
	Iteration 157Q: 3 clusters Score -1.865852e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151707 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -18658544.000000 Penalty: 5933.024902
	Iteration 158Q: 3 clusters Score -1.865854e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151780 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -18658564.000000 Penalty: 5933.024902
	Iteration 159Q: 3 clusters Score -1.865856e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151844 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -18658596.000000 Penalty: 5933.024902
	Iteration 160F: 3 clusters Score -1.86586e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151898 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -18658598.000000 Penalty: 5933.024902
	Iteration 161Q: 3 clusters Score -1.86586e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151946 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -18658586.000000 Penalty: 5933.024902
	Iteration 162Q: 3 clusters Score -1.865859e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151992 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -18658608.000000 Penalty: 5933.024902
	Iteration 163Q: 3 clusters Score -1.865861e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152037 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -18658632.000000 Penalty: 5933.024902
	Iteration 164Q: 3 clusters Score -1.865863e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152090 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -18658622.000000 Penalty: 5933.024902
	Iteration 165Q: 3 clusters Score -1.865862e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152143 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -18658598.000000 Penalty: 5933.024902
	Iteration 166Q: 3 clusters Score -1.86586e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152186 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -18658606.000000 Penalty: 5933.024902
	Iteration 167Q: 3 clusters Score -1.865861e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152241 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -18658614.000000 Penalty: 5933.024902
	Iteration 168Q: 3 clusters Score -1.865861e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152291 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -18658608.000000 Penalty: 5933.024902
	Iteration 169Q: 3 clusters Score -1.865861e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152333 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -18658606.000000 Penalty: 5933.024902
	Iteration 170Q: 3 clusters Score -1.865861e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152377 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -18658606.000000 Penalty: 5933.024902
	Iteration 171Q: 3 clusters Score -1.865861e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152421 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -18658630.000000 Penalty: 5933.024902
	Iteration 172Q: 3 clusters Score -1.865863e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152465 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -18658630.000000 Penalty: 5933.024902
	Iteration 173Q: 3 clusters Score -1.865863e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152505 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -18658640.000000 Penalty: 5933.024902
	Iteration 174Q: 3 clusters Score -1.865864e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152548 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -18658654.000000 Penalty: 5933.024902
	Iteration 175Q: 3 clusters Score -1.865865e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152585 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -18658680.000000 Penalty: 5933.024902
	Iteration 176Q: 3 clusters Score -1.865868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152614 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -18658672.000000 Penalty: 5933.024902
	Iteration 177Q: 3 clusters Score -1.865867e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -18658644.000000 Penalty: 5933.024902
	Iteration 178Q: 3 clusters Score -1.865864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152682 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -18658650.000000 Penalty: 5933.024902
	Iteration 179Q: 3 clusters Score -1.865865e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152714 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -18658676.000000 Penalty: 5933.024902
	Iteration 180F: 3 clusters Score -1.865868e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152751 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -18658678.000000 Penalty: 5933.024902
	Iteration 181Q: 3 clusters Score -1.865868e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152785 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -18658658.000000 Penalty: 5933.024902
	Iteration 182Q: 3 clusters Score -1.865866e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152819 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -18658666.000000 Penalty: 5933.024902
	Iteration 183Q: 3 clusters Score -1.865867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152844 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -18658662.000000 Penalty: 5933.024902
	Iteration 184Q: 3 clusters Score -1.865866e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152868 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -18658670.000000 Penalty: 5933.024902
	Iteration 185Q: 3 clusters Score -1.865867e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152896 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -18658676.000000 Penalty: 5933.024902
	Iteration 186Q: 3 clusters Score -1.865868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152926 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -18658678.000000 Penalty: 5933.024902
	Iteration 187Q: 3 clusters Score -1.865868e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -18658690.000000 Penalty: 5933.024902
	Iteration 188Q: 3 clusters Score -1.865869e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153001 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -18658674.000000 Penalty: 5933.024902
	Iteration 189Q: 3 clusters Score -1.865867e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153022 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -18658680.000000 Penalty: 5933.024902
	Iteration 190Q: 3 clusters Score -1.865868e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153046 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -18658676.000000 Penalty: 5933.024902
	Iteration 191Q: 3 clusters Score -1.865868e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153074 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -18658696.000000 Penalty: 5933.024902
	Iteration 192Q: 3 clusters Score -1.86587e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153098 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -18658700.000000 Penalty: 5933.024902
	Iteration 193Q: 3 clusters Score -1.86587e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153117 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -18658682.000000 Penalty: 5933.024902
	Iteration 194Q: 3 clusters Score -1.865868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153133 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -18658698.000000 Penalty: 5933.024902
	Iteration 195Q: 3 clusters Score -1.86587e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153156 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -18658688.000000 Penalty: 5933.024902
	Iteration 196Q: 3 clusters Score -1.865869e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153181 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -18658686.000000 Penalty: 5933.024902
	Iteration 197Q: 3 clusters Score -1.865869e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153206 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -18658696.000000 Penalty: 5933.024902
	Iteration 198Q: 3 clusters Score -1.86587e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153228 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -18658690.000000 Penalty: 5933.024902
	Iteration 199Q: 3 clusters Score -1.865869e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153243 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -18658694.000000 Penalty: 5933.024902
	Iteration 200F: 3 clusters Score -1.865869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -18658692.000000 Penalty: 5933.024902
	Iteration 201Q: 3 clusters Score -1.865869e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153288 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -18658700.000000 Penalty: 5933.024902
	Iteration 202Q: 3 clusters Score -1.86587e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153307 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -18658690.000000 Penalty: 5933.024902
	Iteration 203Q: 3 clusters Score -1.865869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153318 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -18658698.000000 Penalty: 5933.024902
	Iteration 204Q: 3 clusters Score -1.86587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153330 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -18658726.000000 Penalty: 5933.024902
	Iteration 205Q: 3 clusters Score -1.865873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153346 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -18658724.000000 Penalty: 5933.024902
	Iteration 206Q: 3 clusters Score -1.865872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153358 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -18658732.000000 Penalty: 5933.024902
	Iteration 207Q: 3 clusters Score -1.865873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153367 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -18658742.000000 Penalty: 5933.024902
	Iteration 208Q: 3 clusters Score -1.865874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153377 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -18658748.000000 Penalty: 5933.024902
	Iteration 209Q: 3 clusters Score -1.865875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153384 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -18658738.000000 Penalty: 5933.024902
	Iteration 210Q: 3 clusters Score -1.865874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153389 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -18658738.000000 Penalty: 5933.024902
	Iteration 211Q: 3 clusters Score -1.865874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -18658750.000000 Penalty: 5933.024902
	Iteration 212Q: 3 clusters Score -1.865875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153399 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -18658736.000000 Penalty: 5933.024902
	Iteration 213Q: 3 clusters Score -1.865874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153409 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -18658738.000000 Penalty: 5933.024902
	Iteration 214Q: 3 clusters Score -1.865874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153420 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -18658758.000000 Penalty: 5933.024902
	Iteration 215Q: 3 clusters Score -1.865876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153427 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -18658758.000000 Penalty: 5933.024902
	Iteration 216Q: 3 clusters Score -1.865876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153431 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -18658754.000000 Penalty: 5933.024902
	Iteration 217Q: 3 clusters Score -1.865875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153437 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -18658734.000000 Penalty: 5933.024902
	Iteration 218Q: 3 clusters Score -1.865873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153444 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -18658740.000000 Penalty: 5933.024902
	Iteration 219Q: 3 clusters Score -1.865874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153448 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -18658736.000000 Penalty: 5933.024902
	Iteration 220F: 3 clusters Score -1.865874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153451 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -18658734.000000 Penalty: 5933.024902
	Iteration 221Q: 3 clusters Score -1.865873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153453 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -18658734.000000 Penalty: 5933.024902
	Iteration 222Q: 3 clusters Score -1.865873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153452 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -18658732.000000 Penalty: 5933.024902
	Iteration 223Q: 3 clusters Score -1.865873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153452 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -18658732.000000 Penalty: 5933.024902
	Iteration 224F: 3 clusters Score -1.865873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -495368.375000 Penalty: 2071.842285
	Iteration 0F: 2 clusters Score -495368.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -491362.000000 Penalty: 4143.684570
	Iteration 0F: 3 clusters Score -491362 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -492266.906250 Penalty: 4143.684570
	Iteration 1F: 3 clusters Score -492266.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -492442.843750 Penalty: 4143.684570
	Iteration 2F: 3 clusters Score -492442.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -492544.031250 Penalty: 4143.684570
	Iteration 3Q: 3 clusters Score -492544 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -492631.937500 Penalty: 4143.684570
	Iteration 4Q: 3 clusters Score -492631.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -492705.781250 Penalty: 4143.684570
	Iteration 5Q: 3 clusters Score -492705.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -492755.468750 Penalty: 4143.684570
	Iteration 6Q: 3 clusters Score -492755.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -492794.562500 Penalty: 4143.684570
	Iteration 7Q: 3 clusters Score -492794.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -492823.906250 Penalty: 4143.684570
	Iteration 8Q: 3 clusters Score -492823.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -492844.031250 Penalty: 4143.684570
	Iteration 9Q: 3 clusters Score -492844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -492861.843750 Penalty: 4143.684570
	Iteration 10Q: 3 clusters Score -492861.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -492880.968750 Penalty: 4143.684570
	Iteration 11Q: 3 clusters Score -492881 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -492899.562500 Penalty: 4143.684570
	Iteration 12Q: 3 clusters Score -492899.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -492919.343750 Penalty: 4143.684570
	Iteration 13Q: 3 clusters Score -492919.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -492931.125000 Penalty: 4143.684570
	Iteration 14Q: 3 clusters Score -492931.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -492946.375000 Penalty: 4143.684570
	Iteration 15Q: 3 clusters Score -492946.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -492964.343750 Penalty: 4143.684570
	Iteration 16Q: 3 clusters Score -492964.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -492983.625000 Penalty: 4143.684570
	Iteration 17Q: 3 clusters Score -492983.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -493008.312500 Penalty: 4143.684570
	Iteration 18Q: 3 clusters Score -493008.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -493034.125000 Penalty: 4143.684570
	Iteration 19Q: 3 clusters Score -493034.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -493055.093750 Penalty: 4143.684570
	Iteration 20F: 3 clusters Score -493055.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -493074.781250 Penalty: 4143.684570
	Iteration 21Q: 3 clusters Score -493074.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -493100.718750 Penalty: 4143.684570
	Iteration 22Q: 3 clusters Score -493100.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -493129.843750 Penalty: 4143.684570
	Iteration 23Q: 3 clusters Score -493129.8 nChanged 56
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: -493155.687500 Penalty: 4143.684570
	Iteration 24Q: 3 clusters Score -493155.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -493177.000000 Penalty: 4143.684570
	Iteration 25Q: 3 clusters Score -493177 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -493202.281250 Penalty: 4143.684570
	Iteration 26Q: 3 clusters Score -493202.3 nChanged 49
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: -493230.750000 Penalty: 4143.684570
	Iteration 27Q: 3 clusters Score -493230.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -493257.531250 Penalty: 4143.684570
	Iteration 28Q: 3 clusters Score -493257.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -493289.468750 Penalty: 4143.684570
	Iteration 29Q: 3 clusters Score -493289.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -493321.187500 Penalty: 4143.684570
	Iteration 30Q: 3 clusters Score -493321.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -493350.156250 Penalty: 4143.684570
	Iteration 31Q: 3 clusters Score -493350.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -493382.937500 Penalty: 4143.684570
	Iteration 32Q: 3 clusters Score -493382.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -493411.312500 Penalty: 4143.684570
	Iteration 33Q: 3 clusters Score -493411.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -493455.406250 Penalty: 4143.684570
	Iteration 34Q: 3 clusters Score -493455.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -493491.218750 Penalty: 4143.684570
	Iteration 35Q: 3 clusters Score -493491.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -493515.437500 Penalty: 4143.684570
	Iteration 36Q: 3 clusters Score -493515.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -493545.812500 Penalty: 4143.684570
	Iteration 37Q: 3 clusters Score -493545.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -493582.375000 Penalty: 4143.684570
	Iteration 38Q: 3 clusters Score -493582.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -493609.718750 Penalty: 4143.684570
	Iteration 39Q: 3 clusters Score -493609.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -493623.812500 Penalty: 4143.684570
	Iteration 40F: 3 clusters Score -493623.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -493639.093750 Penalty: 4143.684570
	Iteration 41Q: 3 clusters Score -493639.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -493647.343750 Penalty: 4143.684570
	Iteration 42Q: 3 clusters Score -493647.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -493651.843750 Penalty: 4143.684570
	Iteration 43Q: 3 clusters Score -493651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -493654.437500 Penalty: 4143.684570
	Iteration 44Q: 3 clusters Score -493654.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -493655.093750 Penalty: 4143.684570
	Iteration 45Q: 3 clusters Score -493655.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -493657.468750 Penalty: 4143.684570
	Iteration 46Q: 3 clusters Score -493657.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -493660.531250 Penalty: 4143.684570
	Iteration 47Q: 3 clusters Score -493660.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -493666.093750 Penalty: 4143.684570
	Iteration 48Q: 3 clusters Score -493666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -493669.281250 Penalty: 4143.684570
	Iteration 49Q: 3 clusters Score -493669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -493673.812500 Penalty: 4143.684570
	Iteration 50Q: 3 clusters Score -493673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -493677.406250 Penalty: 4143.684570
	Iteration 51Q: 3 clusters Score -493677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -493680.156250 Penalty: 4143.684570
	Iteration 52Q: 3 clusters Score -493680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -493681.218750 Penalty: 4143.684570
	Iteration 53Q: 3 clusters Score -493681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -493681.218750 Penalty: 4143.684570
	Iteration 54F: 3 clusters Score -493681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -77682.195312 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -77682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -76045.015625 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -76045.02 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76470.890625 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -76470.89 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -76632.789062 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -76632.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -76691.023438 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -76691.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -76726.765625 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -76726.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -76767.679688 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -76767.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -76784.390625 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -76784.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -76793.031250 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -76793.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -76794.750000 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -76794.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -76796.500000 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -76796.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -76803.445312 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -76803.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -76808.820312 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -76808.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -76812.289062 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -76812.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -76815.453125 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -76815.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -76817.734375 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -76817.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -76819.617188 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -76819.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -76821.101562 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -76821.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -76822.757812 Penalty: 3332.630615
	Iteration 17Q: 3 clusters Score -76822.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -76824.429688 Penalty: 3332.630615
	Iteration 18Q: 3 clusters Score -76824.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -76826.382812 Penalty: 3332.630615
	Iteration 19Q: 3 clusters Score -76826.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -76826.382812 Penalty: 3332.630615
	Iteration 20F: 3 clusters Score -76826.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -355317.750000 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -355317.8 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 1501 members 
Entering Unmasked Estep 
Score: -352019.125000 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -352019.1 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -352639.187500 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -352639.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -352787.031250 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -352787 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -352876.750000 Penalty: 3980.331787
	Iteration 3Q: 3 clusters Score -352876.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -352935.781250 Penalty: 3980.331787
	Iteration 4Q: 3 clusters Score -352935.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -352966.843750 Penalty: 3980.331787
	Iteration 5Q: 3 clusters Score -352966.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -352984.500000 Penalty: 3980.331787
	Iteration 6Q: 3 clusters Score -352984.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -353002.375000 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -353002.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -353016.375000 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -353016.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -353030.125000 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -353030.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -353036.875000 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -353036.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -353042.562500 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -353042.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -353046.187500 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -353046.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -353049.625000 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -353049.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -353053.843750 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -353053.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -353056.937500 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -353056.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -353058.312500 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -353058.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -353059.218750 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -353059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -353059.937500 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -353059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -353060.343750 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -353060.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -353062.437500 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -353062.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -353064.031250 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -353064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -353065.406250 Penalty: 3980.331787
	Iteration 22Q: 3 clusters Score -353065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -353066.218750 Penalty: 3980.331787
	Iteration 23Q: 3 clusters Score -353066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -353067.250000 Penalty: 3980.331787
	Iteration 24Q: 3 clusters Score -353067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -353067.000000 Penalty: 3980.331787
	Iteration 25Q: 3 clusters Score -353067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -353067.000000 Penalty: 3980.331787
	Iteration 26F: 3 clusters Score -353067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Entering Unmasked Estep 
Score: -2116764.500000 Penalty: 2427.261963
	Iteration 0F: 2 clusters Score -2116764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2104057.750000 Penalty: 4854.523926
	Iteration 0F: 3 clusters Score -2104058 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2108372.250000 Penalty: 4854.523926
	Iteration 1F: 3 clusters Score -2108372 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2108757.250000 Penalty: 4854.523926
	Iteration 2F: 3 clusters Score -2108757 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2109066.750000 Penalty: 4854.523926
	Iteration 3Q: 3 clusters Score -2109067 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2109376.250000 Penalty: 4854.523926
	Iteration 4Q: 3 clusters Score -2109376 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2109693.500000 Penalty: 4854.523926
	Iteration 5Q: 3 clusters Score -2109694 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2110091.500000 Penalty: 4854.523926
	Iteration 6Q: 3 clusters Score -2110092 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2110647.000000 Penalty: 4854.523926
	Iteration 7Q: 3 clusters Score -2110647 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2111445.500000 Penalty: 4854.523926
	Iteration 8F: 3 clusters Score -2111446 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2112415.250000 Penalty: 4854.523926
	Iteration 9F: 3 clusters Score -2112415 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2113324.250000 Penalty: 4854.523926
	Iteration 10F: 3 clusters Score -2113324 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2113917.250000 Penalty: 4854.523926
	Iteration 11Q: 3 clusters Score -2113917 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2114326.500000 Penalty: 4854.523926
	Iteration 12Q: 3 clusters Score -2114326 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2114548.000000 Penalty: 4854.523926
	Iteration 13Q: 3 clusters Score -2114548 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2114711.250000 Penalty: 4854.523926
	Iteration 14Q: 3 clusters Score -2114711 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2114824.250000 Penalty: 4854.523926
	Iteration 15Q: 3 clusters Score -2114824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2114888.000000 Penalty: 4854.523926
	Iteration 16Q: 3 clusters Score -2114888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2114913.750000 Penalty: 4854.523926
	Iteration 17Q: 3 clusters Score -2114914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2114922.500000 Penalty: 4854.523926
	Iteration 18Q: 3 clusters Score -2114922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2114933.250000 Penalty: 4854.523926
	Iteration 19Q: 3 clusters Score -2114933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2114945.250000 Penalty: 4854.523926
	Iteration 20F: 3 clusters Score -2114945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2114949.750000 Penalty: 4854.523926
	Iteration 21Q: 3 clusters Score -2114950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2114955.500000 Penalty: 4854.523926
	Iteration 22Q: 3 clusters Score -2114956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2114955.750000 Penalty: 4854.523926
	Iteration 23Q: 3 clusters Score -2114956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2114961.500000 Penalty: 4854.523926
	Iteration 24Q: 3 clusters Score -2114962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2114966.250000 Penalty: 4854.523926
	Iteration 25Q: 3 clusters Score -2114966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2114967.750000 Penalty: 4854.523926
	Iteration 26Q: 3 clusters Score -2114968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2114970.000000 Penalty: 4854.523926
	Iteration 27Q: 3 clusters Score -2114970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2114974.000000 Penalty: 4854.523926
	Iteration 28Q: 3 clusters Score -2114974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2114977.750000 Penalty: 4854.523926
	Iteration 29Q: 3 clusters Score -2114978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2114979.250000 Penalty: 4854.523926
	Iteration 30Q: 3 clusters Score -2114979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2114979.250000 Penalty: 4854.523926
	Iteration 31Q: 3 clusters Score -2114979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2114979.750000 Penalty: 4854.523926
	Iteration 32Q: 3 clusters Score -2114980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2114982.750000 Penalty: 4854.523926
	Iteration 33Q: 3 clusters Score -2114983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2114988.000000 Penalty: 4854.523926
	Iteration 34Q: 3 clusters Score -2114988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2114991.000000 Penalty: 4854.523926
	Iteration 35Q: 3 clusters Score -2114991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2114992.500000 Penalty: 4854.523926
	Iteration 36Q: 3 clusters Score -2114992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2114994.500000 Penalty: 4854.523926
	Iteration 37Q: 3 clusters Score -2114994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2114994.000000 Penalty: 4854.523926
	Iteration 38Q: 3 clusters Score -2114994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2114993.000000 Penalty: 4854.523926
	Iteration 39Q: 3 clusters Score -2114993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2114994.000000 Penalty: 4854.523926
	Iteration 40F: 3 clusters Score -2114994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2114993.000000 Penalty: 4854.523926
	Iteration 41Q: 3 clusters Score -2114993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2114993.000000 Penalty: 4854.523926
	Iteration 42F: 3 clusters Score -2114993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (37510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Entering Unmasked Estep 
Score: -4492413.500000 Penalty: 2612.026123
	Iteration 0F: 2 clusters Score -4492414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4467122.500000 Penalty: 5224.052246
	Iteration 0F: 3 clusters Score -4467122 nChanged 16988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -4476477.500000 Penalty: 5224.052246
	Iteration 1F: 3 clusters Score -4476478 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -4477046.000000 Penalty: 5224.052246
	Iteration 2Q: 3 clusters Score -4477046 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4477793.000000 Penalty: 5224.052246
	Iteration 3Q: 3 clusters Score -4477793 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -4478803.000000 Penalty: 5224.052246
	Iteration 4F: 3 clusters Score -4478803 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -4480146.500000 Penalty: 5224.052246
	Iteration 5F: 3 clusters Score -4480146 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4481695.000000 Penalty: 5224.052246
	Iteration 6F: 3 clusters Score -4481695 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4483339.500000 Penalty: 5224.052246
	Iteration 7F: 3 clusters Score -4483340 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -4485003.500000 Penalty: 5224.052246
	Iteration 8F: 3 clusters Score -4485004 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -4486295.000000 Penalty: 5224.052246
	Iteration 9Q: 3 clusters Score -4486295 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -4487155.000000 Penalty: 5224.052246
	Iteration 10Q: 3 clusters Score -4487155 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -4487698.500000 Penalty: 5224.052246
	Iteration 11Q: 3 clusters Score -4487698 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4488050.000000 Penalty: 5224.052246
	Iteration 12Q: 3 clusters Score -4488050 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -4488349.500000 Penalty: 5224.052246
	Iteration 13Q: 3 clusters Score -4488350 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -4488604.500000 Penalty: 5224.052246
	Iteration 14Q: 3 clusters Score -4488604 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -4488808.500000 Penalty: 5224.052246
	Iteration 15Q: 3 clusters Score -4488808 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -4488981.000000 Penalty: 5224.052246
	Iteration 16Q: 3 clusters Score -4488981 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -4489137.000000 Penalty: 5224.052246
	Iteration 17Q: 3 clusters Score -4489137 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4489285.000000 Penalty: 5224.052246
	Iteration 18Q: 3 clusters Score -4489285 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -4489428.000000 Penalty: 5224.052246
	Iteration 19Q: 3 clusters Score -4489428 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -4489559.000000 Penalty: 5224.052246
	Iteration 20F: 3 clusters Score -4489559 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -4489700.500000 Penalty: 5224.052246
	Iteration 21Q: 3 clusters Score -4489700 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -4489823.500000 Penalty: 5224.052246
	Iteration 22Q: 3 clusters Score -4489824 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4489945.000000 Penalty: 5224.052246
	Iteration 23Q: 3 clusters Score -4489945 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4490036.500000 Penalty: 5224.052246
	Iteration 24Q: 3 clusters Score -4490036 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -4490115.500000 Penalty: 5224.052246
	Iteration 25Q: 3 clusters Score -4490116 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -4490165.500000 Penalty: 5224.052246
	Iteration 26Q: 3 clusters Score -4490166 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -4490221.000000 Penalty: 5224.052246
	Iteration 27Q: 3 clusters Score -4490221 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -4490282.500000 Penalty: 5224.052246
	Iteration 28Q: 3 clusters Score -4490282 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -4490335.500000 Penalty: 5224.052246
	Iteration 29Q: 3 clusters Score -4490336 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -4490377.000000 Penalty: 5224.052246
	Iteration 30Q: 3 clusters Score -4490377 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -4490413.000000 Penalty: 5224.052246
	Iteration 31Q: 3 clusters Score -4490413 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -4490448.500000 Penalty: 5224.052246
	Iteration 32Q: 3 clusters Score -4490448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -4490488.500000 Penalty: 5224.052246
	Iteration 33Q: 3 clusters Score -4490488 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -4490506.000000 Penalty: 5224.052246
	Iteration 34Q: 3 clusters Score -4490506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4490528.500000 Penalty: 5224.052246
	Iteration 35Q: 3 clusters Score -4490528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -4490548.000000 Penalty: 5224.052246
	Iteration 36Q: 3 clusters Score -4490548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -4490560.500000 Penalty: 5224.052246
	Iteration 37Q: 3 clusters Score -4490560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -4490574.000000 Penalty: 5224.052246
	Iteration 38Q: 3 clusters Score -4490574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -4490582.000000 Penalty: 5224.052246
	Iteration 39Q: 3 clusters Score -4490582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -4490585.000000 Penalty: 5224.052246
	Iteration 40F: 3 clusters Score -4490585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -4490588.500000 Penalty: 5224.052246
	Iteration 41Q: 3 clusters Score -4490588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -4490593.000000 Penalty: 5224.052246
	Iteration 42Q: 3 clusters Score -4490593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -4490609.500000 Penalty: 5224.052246
	Iteration 43Q: 3 clusters Score -4490610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -4490617.000000 Penalty: 5224.052246
	Iteration 44Q: 3 clusters Score -4490617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -4490601.500000 Penalty: 5224.052246
	Iteration 45Q: 3 clusters Score -4490602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4490613.500000 Penalty: 5224.052246
	Iteration 46Q: 3 clusters Score -4490614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4490610.000000 Penalty: 5224.052246
	Iteration 47Q: 3 clusters Score -4490610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4490622.500000 Penalty: 5224.052246
	Iteration 48Q: 3 clusters Score -4490622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4490619.500000 Penalty: 5224.052246
	Iteration 49Q: 3 clusters Score -4490620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4490619.000000 Penalty: 5224.052246
	Iteration 50Q: 3 clusters Score -4490619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -4490623.000000 Penalty: 5224.052246
	Iteration 51Q: 3 clusters Score -4490623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4490627.000000 Penalty: 5224.052246
	Iteration 52Q: 3 clusters Score -4490627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -4490628.500000 Penalty: 5224.052246
	Iteration 53Q: 3 clusters Score -4490628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -4490631.500000 Penalty: 5224.052246
	Iteration 54Q: 3 clusters Score -4490632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -4490631.500000 Penalty: 5224.052246
	Iteration 55F: 3 clusters Score -4490632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (213403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213403 members 
Entering Unmasked Estep 
Score: -25533104.000000 Penalty: 3043.192627
	Iteration 0F: 2 clusters Score -2.55331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 106488 members 
Entering Unmasked Estep 
Score: -25416370.000000 Penalty: 6086.385254
	Iteration 0F: 3 clusters Score -2.541637e+07 nChanged 102817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110560 members 
Mstep: Class 2 contains 102843 members 
Entering Unmasked Estep 
Score: -25475880.000000 Penalty: 6086.385254
	Iteration 1F: 3 clusters Score -2.547588e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112917 members 
Mstep: Class 2 contains 100486 members 
Entering Unmasked Estep 
Score: -25477218.000000 Penalty: 6086.385254
	Iteration 2Q: 3 clusters Score -2.547722e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116835 members 
Mstep: Class 2 contains 96568 members 
Entering Unmasked Estep 
Score: -25479468.000000 Penalty: 6086.385254
	Iteration 3Q: 3 clusters Score -2.547947e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122930 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -25483296.000000 Penalty: 6086.385254
	Iteration 4Q: 3 clusters Score -2.54833e+07 nChanged 12072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132158 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -25489788.000000 Penalty: 6086.385254
	Iteration 5F: 3 clusters Score -2.548979e+07 nChanged 15289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145091 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -25499982.000000 Penalty: 6086.385254
	Iteration 6F: 3 clusters Score -2.549998e+07 nChanged 17616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161073 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -25513182.000000 Penalty: 6086.385254
	Iteration 7F: 3 clusters Score -2.551318e+07 nChanged 16633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176556 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -25524752.000000 Penalty: 6086.385254
	Iteration 8F: 3 clusters Score -2.552475e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187044 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -25531346.000000 Penalty: 6086.385254
	Iteration 9F: 3 clusters Score -2.553135e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193039 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -25533508.000000 Penalty: 6086.385254
	Iteration 10Q: 3 clusters Score -2.553351e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196729 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -25533806.000000 Penalty: 6086.385254
	Iteration 11Q: 3 clusters Score -2.553381e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199420 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -25533678.000000 Penalty: 6086.385254
	Iteration 12Q: 3 clusters Score -2.553368e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201675 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -25533576.000000 Penalty: 6086.385254
	Iteration 13Q: 3 clusters Score -2.553358e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203548 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -25533362.000000 Penalty: 6086.385254
	Iteration 14Q: 3 clusters Score -2.553336e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205045 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -25533076.000000 Penalty: 6086.385254
	Iteration 15Q: 3 clusters Score -2.553308e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206256 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -25533002.000000 Penalty: 6086.385254
	Iteration 16Q: 3 clusters Score -2.5533e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207241 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -25532980.000000 Penalty: 6086.385254
	Iteration 17Q: 3 clusters Score -2.553298e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208042 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -25532840.000000 Penalty: 6086.385254
	Iteration 18Q: 3 clusters Score -2.553284e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208685 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -25532782.000000 Penalty: 6086.385254
	Iteration 19Q: 3 clusters Score -2.553278e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209200 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -25532666.000000 Penalty: 6086.385254
	Iteration 20F: 3 clusters Score -2.553267e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209597 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -25532556.000000 Penalty: 6086.385254
	Iteration 21Q: 3 clusters Score -2.553256e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209920 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -25532476.000000 Penalty: 6086.385254
	Iteration 22Q: 3 clusters Score -2.553248e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210173 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -25532502.000000 Penalty: 6086.385254
	Iteration 23Q: 3 clusters Score -2.55325e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210373 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -25532492.000000 Penalty: 6086.385254
	Iteration 24Q: 3 clusters Score -2.553249e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210540 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -25532376.000000 Penalty: 6086.385254
	Iteration 25Q: 3 clusters Score -2.553238e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210688 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -25532328.000000 Penalty: 6086.385254
	Iteration 26Q: 3 clusters Score -2.553233e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210808 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -25532314.000000 Penalty: 6086.385254
	Iteration 27Q: 3 clusters Score -2.553231e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210913 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -25532316.000000 Penalty: 6086.385254
	Iteration 28Q: 3 clusters Score -2.553232e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210986 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -25532254.000000 Penalty: 6086.385254
	Iteration 29Q: 3 clusters Score -2.553225e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211046 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -25532236.000000 Penalty: 6086.385254
	Iteration 30Q: 3 clusters Score -2.553224e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211094 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -25532206.000000 Penalty: 6086.385254
	Iteration 31Q: 3 clusters Score -2.553221e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211138 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -25532174.000000 Penalty: 6086.385254
	Iteration 32Q: 3 clusters Score -2.553217e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211180 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -25532164.000000 Penalty: 6086.385254
	Iteration 33Q: 3 clusters Score -2.553216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211205 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -25532160.000000 Penalty: 6086.385254
	Iteration 34Q: 3 clusters Score -2.553216e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211231 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -25532142.000000 Penalty: 6086.385254
	Iteration 35Q: 3 clusters Score -2.553214e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211251 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -25532172.000000 Penalty: 6086.385254
	Iteration 36Q: 3 clusters Score -2.553217e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211270 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -25532146.000000 Penalty: 6086.385254
	Iteration 37Q: 3 clusters Score -2.553215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211286 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -25532144.000000 Penalty: 6086.385254
	Iteration 38Q: 3 clusters Score -2.553214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211312 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -25532170.000000 Penalty: 6086.385254
	Iteration 39Q: 3 clusters Score -2.553217e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211327 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -25532154.000000 Penalty: 6086.385254
	Iteration 40F: 3 clusters Score -2.553215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211350 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -25532148.000000 Penalty: 6086.385254
	Iteration 41Q: 3 clusters Score -2.553215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211365 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -25532166.000000 Penalty: 6086.385254
	Iteration 42Q: 3 clusters Score -2.553217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211376 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -25532132.000000 Penalty: 6086.385254
	Iteration 43Q: 3 clusters Score -2.553213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211387 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -25532140.000000 Penalty: 6086.385254
	Iteration 44Q: 3 clusters Score -2.553214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211402 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -25532144.000000 Penalty: 6086.385254
	Iteration 45Q: 3 clusters Score -2.553214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211415 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -25532154.000000 Penalty: 6086.385254
	Iteration 46Q: 3 clusters Score -2.553215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211427 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -25532166.000000 Penalty: 6086.385254
	Iteration 47Q: 3 clusters Score -2.553217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211444 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -25532168.000000 Penalty: 6086.385254
	Iteration 48Q: 3 clusters Score -2.553217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211454 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -25532150.000000 Penalty: 6086.385254
	Iteration 49Q: 3 clusters Score -2.553215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211464 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -25532154.000000 Penalty: 6086.385254
	Iteration 50Q: 3 clusters Score -2.553215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211483 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -25532174.000000 Penalty: 6086.385254
	Iteration 51Q: 3 clusters Score -2.553217e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211502 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -25532168.000000 Penalty: 6086.385254
	Iteration 52Q: 3 clusters Score -2.553217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211510 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -25532170.000000 Penalty: 6086.385254
	Iteration 53Q: 3 clusters Score -2.553217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211520 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -25532200.000000 Penalty: 6086.385254
	Iteration 54Q: 3 clusters Score -2.55322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211530 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -25532180.000000 Penalty: 6086.385254
	Iteration 55Q: 3 clusters Score -2.553218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211537 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -25532172.000000 Penalty: 6086.385254
	Iteration 56Q: 3 clusters Score -2.553217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211545 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -25532178.000000 Penalty: 6086.385254
	Iteration 57Q: 3 clusters Score -2.553218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211548 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -25532168.000000 Penalty: 6086.385254
	Iteration 58Q: 3 clusters Score -2.553217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211557 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -25532164.000000 Penalty: 6086.385254
	Iteration 59Q: 3 clusters Score -2.553216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211566 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -25532152.000000 Penalty: 6086.385254
	Iteration 60F: 3 clusters Score -2.553215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211573 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -25532180.000000 Penalty: 6086.385254
	Iteration 61Q: 3 clusters Score -2.553218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211576 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -25532178.000000 Penalty: 6086.385254
	Iteration 62Q: 3 clusters Score -2.553218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211580 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -25532182.000000 Penalty: 6086.385254
	Iteration 63Q: 3 clusters Score -2.553218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211582 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -25532192.000000 Penalty: 6086.385254
	Iteration 64Q: 3 clusters Score -2.553219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211583 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -25532182.000000 Penalty: 6086.385254
	Iteration 65Q: 3 clusters Score -2.553218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211585 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -25532186.000000 Penalty: 6086.385254
	Iteration 66Q: 3 clusters Score -2.553219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211586 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -25532186.000000 Penalty: 6086.385254
	Iteration 67Q: 3 clusters Score -2.553219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211587 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -25532204.000000 Penalty: 6086.385254
	Iteration 68Q: 3 clusters Score -2.55322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211586 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -25532192.000000 Penalty: 6086.385254
	Iteration 69Q: 3 clusters Score -2.553219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211586 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -25532192.000000 Penalty: 6086.385254
	Iteration 70F: 3 clusters Score -2.553219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (63874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Entering Unmasked Estep 
Score: -7578853.000000 Penalty: 2744.037598
	Iteration 0F: 2 clusters Score -7578853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -7536040.000000 Penalty: 5488.075195
	Iteration 0F: 3 clusters Score -7536040 nChanged 29912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -7553146.000000 Penalty: 5488.075195
	Iteration 1F: 3 clusters Score -7553146 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -7554117.000000 Penalty: 5488.075195
	Iteration 2Q: 3 clusters Score -7554117 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -7555287.000000 Penalty: 5488.075195
	Iteration 3Q: 3 clusters Score -7555287 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -7556762.500000 Penalty: 5488.075195
	Iteration 4F: 3 clusters Score -7556762 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -7558770.000000 Penalty: 5488.075195
	Iteration 5F: 3 clusters Score -7558770 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -7561098.500000 Penalty: 5488.075195
	Iteration 6F: 3 clusters Score -7561098 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -7563732.500000 Penalty: 5488.075195
	Iteration 7F: 3 clusters Score -7563732 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -7566381.500000 Penalty: 5488.075195
	Iteration 8F: 3 clusters Score -7566382 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -7568854.000000 Penalty: 5488.075195
	Iteration 9F: 3 clusters Score -7568854 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -7570906.500000 Penalty: 5488.075195
	Iteration 10Q: 3 clusters Score -7570906 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -7572626.000000 Penalty: 5488.075195
	Iteration 11Q: 3 clusters Score -7572626 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -7574013.000000 Penalty: 5488.075195
	Iteration 12Q: 3 clusters Score -7574013 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -7574852.500000 Penalty: 5488.075195
	Iteration 13Q: 3 clusters Score -7574852 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -7575466.000000 Penalty: 5488.075195
	Iteration 14Q: 3 clusters Score -7575466 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -7575832.000000 Penalty: 5488.075195
	Iteration 15Q: 3 clusters Score -7575832 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -7576087.000000 Penalty: 5488.075195
	Iteration 16Q: 3 clusters Score -7576087 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -7576253.000000 Penalty: 5488.075195
	Iteration 17Q: 3 clusters Score -7576253 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -7576336.000000 Penalty: 5488.075195
	Iteration 18Q: 3 clusters Score -7576336 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -7576387.500000 Penalty: 5488.075195
	Iteration 19Q: 3 clusters Score -7576388 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -7576467.000000 Penalty: 5488.075195
	Iteration 20F: 3 clusters Score -7576467 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -7576520.000000 Penalty: 5488.075195
	Iteration 21Q: 3 clusters Score -7576520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -7576548.500000 Penalty: 5488.075195
	Iteration 22Q: 3 clusters Score -7576548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -7576570.000000 Penalty: 5488.075195
	Iteration 23Q: 3 clusters Score -7576570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -7576582.500000 Penalty: 5488.075195
	Iteration 24Q: 3 clusters Score -7576582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 63147 members 
Entering Unmasked Estep 
Score: -7576595.500000 Penalty: 5488.075195
	Iteration 25Q: 3 clusters Score -7576596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -7576601.000000 Penalty: 5488.075195
	Iteration 26Q: 3 clusters Score -7576601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -7576601.500000 Penalty: 5488.075195
	Iteration 27Q: 3 clusters Score -7576602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
Score: -7576599.500000 Penalty: 5488.075195
	Iteration 28Q: 3 clusters Score -7576600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -7576604.000000 Penalty: 5488.075195
	Iteration 29Q: 3 clusters Score -7576604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -7576617.500000 Penalty: 5488.075195
	Iteration 30Q: 3 clusters Score -7576618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -7576620.000000 Penalty: 5488.075195
	Iteration 31Q: 3 clusters Score -7576620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -7576626.500000 Penalty: 5488.075195
	Iteration 32Q: 3 clusters Score -7576626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -7576629.500000 Penalty: 5488.075195
	Iteration 33Q: 3 clusters Score -7576630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -7576629.500000 Penalty: 5488.075195
	Iteration 34F: 3 clusters Score -7576630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177547 members 
Mstep: Class 3 contains 44495 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8419 members 
Mstep: Class 6 contains 9251 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39363 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61676 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203449 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45669 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 38259 members 
Mstep: Class 21 contains 13166 members 
Mstep: Class 22 contains 156646 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17807 members 
Mstep: Class 27 contains 37510 members 
Mstep: Class 28 contains 213403 members 
Mstep: Class 29 contains 63874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053616.000000 Penalty: 101497.804688
Iteration 399Q: 30 clusters Score -1.560536e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177544 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8422 members 
Mstep: Class 6 contains 9251 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39363 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61676 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203446 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45677 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 38257 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 156644 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17807 members 
Mstep: Class 27 contains 37510 members 
Mstep: Class 28 contains 213402 members 
Mstep: Class 29 contains 63873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053632.000000 Penalty: 101497.804688
Iteration 400F: 30 clusters Score -1.560536e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177544 members 
Mstep: Class 3 contains 44493 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8422 members 
Mstep: Class 6 contains 9252 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39363 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61677 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203441 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45690 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 38256 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 156644 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17807 members 
Mstep: Class 27 contains 37511 members 
Mstep: Class 28 contains 213392 members 
Mstep: Class 29 contains 63874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053680.000000 Penalty: 101497.804688
Iteration 401Q: 30 clusters Score -1.560537e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177543 members 
Mstep: Class 3 contains 44493 members 
Mstep: Class 4 contains 13792 members 
Mstep: Class 5 contains 8422 members 
Mstep: Class 6 contains 9252 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39363 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61675 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203445 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45703 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 38256 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 156643 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17807 members 
Mstep: Class 27 contains 37511 members 
Mstep: Class 28 contains 213378 members 
Mstep: Class 29 contains 63874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053616.000000 Penalty: 101497.804688
Iteration 402Q: 30 clusters Score -1.560536e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177541 members 
Mstep: Class 3 contains 44493 members 
Mstep: Class 4 contains 13792 members 
Mstep: Class 5 contains 8422 members 
Mstep: Class 6 contains 9252 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39363 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61674 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203446 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45718 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 38256 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 156642 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37512 members 
Mstep: Class 28 contains 213364 members 
Mstep: Class 29 contains 63874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053632.000000 Penalty: 101497.804688
Iteration 403Q: 30 clusters Score -1.560536e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177540 members 
Mstep: Class 3 contains 44493 members 
Mstep: Class 4 contains 13792 members 
Mstep: Class 5 contains 8423 members 
Mstep: Class 6 contains 9252 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39363 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61672 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203447 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45735 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11402 members 
Mstep: Class 20 contains 38257 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 156641 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37513 members 
Mstep: Class 28 contains 213348 members 
Mstep: Class 29 contains 63874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053616.000000 Penalty: 101497.804688
Iteration 404Q: 30 clusters Score -1.560536e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177539 members 
Mstep: Class 3 contains 44493 members 
Mstep: Class 4 contains 13792 members 
Mstep: Class 5 contains 8424 members 
Mstep: Class 6 contains 9253 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39363 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61670 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203445 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45749 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38257 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 156641 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17807 members 
Mstep: Class 27 contains 37511 members 
Mstep: Class 28 contains 213340 members 
Mstep: Class 29 contains 63873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053648.000000 Penalty: 101497.804688
Iteration 405Q: 30 clusters Score -1.560536e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177540 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13792 members 
Mstep: Class 5 contains 8424 members 
Mstep: Class 6 contains 9253 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61669 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203445 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45753 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 156638 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17807 members 
Mstep: Class 27 contains 37512 members 
Mstep: Class 28 contains 213335 members 
Mstep: Class 29 contains 63873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053680.000000 Penalty: 101497.804688
Iteration 406Q: 30 clusters Score -1.560537e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177538 members 
Mstep: Class 3 contains 44495 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8424 members 
Mstep: Class 6 contains 9252 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61668 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203446 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45763 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 156636 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17807 members 
Mstep: Class 27 contains 37512 members 
Mstep: Class 28 contains 213329 members 
Mstep: Class 29 contains 63874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053664.000000 Penalty: 101497.804688
Iteration 407Q: 30 clusters Score -1.560537e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177537 members 
Mstep: Class 3 contains 44495 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8424 members 
Mstep: Class 6 contains 9253 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61665 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203446 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45773 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 156635 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17807 members 
Mstep: Class 27 contains 37512 members 
Mstep: Class 28 contains 213322 members 
Mstep: Class 29 contains 63875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053664.000000 Penalty: 101497.804688
Iteration 408Q: 30 clusters Score -1.560537e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 177538 members 
Mstep: Class 3 contains 44495 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8424 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61663 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203440 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45790 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 156634 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37511 members 
Mstep: Class 28 contains 213311 members 
Mstep: Class 29 contains 63875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053728.000000 Penalty: 101497.804688
Iteration 409Q: 30 clusters Score -1.560537e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177537 members 
Mstep: Class 3 contains 44496 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8425 members 
Mstep: Class 6 contains 9253 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61663 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203438 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45797 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38259 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 156632 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37512 members 
Mstep: Class 28 contains 213306 members 
Mstep: Class 29 contains 63875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053600.000000 Penalty: 101497.804688
Iteration 410Q: 30 clusters Score -1.560536e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177537 members 
Mstep: Class 3 contains 44495 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8427 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61663 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203437 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45803 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38259 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 156633 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37512 members 
Mstep: Class 28 contains 213299 members 
Mstep: Class 29 contains 63876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053664.000000 Penalty: 101497.804688
Iteration 411Q: 30 clusters Score -1.560537e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177536 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 6240 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61662 members 
Mstep: Class 13 contains 96271 members 
Mstep: Class 14 contains 203435 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45810 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38259 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 156633 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37511 members 
Mstep: Class 28 contains 213294 members 
Mstep: Class 29 contains 63877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053696.000000 Penalty: 101497.804688
Iteration 412Q: 30 clusters Score -1.560537e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177536 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61661 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203435 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45815 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38259 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 156633 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37511 members 
Mstep: Class 28 contains 213290 members 
Mstep: Class 29 contains 63878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053680.000000 Penalty: 101497.804688
Iteration 413Q: 30 clusters Score -1.560537e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177536 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61659 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203436 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45818 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38259 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 156631 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37511 members 
Mstep: Class 28 contains 213289 members 
Mstep: Class 29 contains 63879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053728.000000 Penalty: 101497.804688
Iteration 414Q: 30 clusters Score -1.560537e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177535 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 39365 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61660 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203435 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45823 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 156631 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37510 members 
Mstep: Class 28 contains 213287 members 
Mstep: Class 29 contains 63879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053696.000000 Penalty: 101497.804688
Iteration 415Q: 30 clusters Score -1.560537e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177535 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 39365 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61659 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203435 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45830 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 156630 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213283 members 
Mstep: Class 29 contains 63879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053680.000000 Penalty: 101497.804688
Iteration 416Q: 30 clusters Score -1.560537e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177535 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 39365 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61658 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203438 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45836 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 156630 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37509 members 
Mstep: Class 28 contains 213275 members 
Mstep: Class 29 contains 63879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053696.000000 Penalty: 101497.804688
Iteration 417Q: 30 clusters Score -1.560537e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177535 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 39365 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61658 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203439 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45837 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 156628 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37510 members 
Mstep: Class 28 contains 213273 members 
Mstep: Class 29 contains 63880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053760.000000 Penalty: 101497.804688
Iteration 418Q: 30 clusters Score -1.560538e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177535 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 39365 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61659 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203439 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45839 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 156627 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37510 members 
Mstep: Class 28 contains 213271 members 
Mstep: Class 29 contains 63880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053712.000000 Penalty: 101497.804688
Iteration 419Q: 30 clusters Score -1.560537e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177535 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 39365 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61659 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203436 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45841 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 156626 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37510 members 
Mstep: Class 28 contains 213272 members 
Mstep: Class 29 contains 63881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053744.000000 Penalty: 101497.804688
Iteration 420F: 30 clusters Score -1.560537e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177535 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 39365 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61659 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203436 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45841 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 156627 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37510 members 
Mstep: Class 28 contains 213271 members 
Mstep: Class 29 contains 63881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053776.000000 Penalty: 101497.804688
Iteration 421Q: 30 clusters Score -1.560538e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177535 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 39365 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61659 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203436 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45841 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 156628 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37511 members 
Mstep: Class 28 contains 213269 members 
Mstep: Class 29 contains 63881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053728.000000 Penalty: 101497.804688
Iteration 422Q: 30 clusters Score -1.560537e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177535 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 39365 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61659 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203436 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45841 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 156629 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37512 members 
Mstep: Class 28 contains 213267 members 
Mstep: Class 29 contains 63881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053728.000000 Penalty: 101497.804688
Iteration 423Q: 30 clusters Score -1.560537e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 177535 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 39365 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 61659 members 
Mstep: Class 13 contains 96270 members 
Mstep: Class 14 contains 203436 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 45841 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 156629 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 17808 members 
Mstep: Class 27 contains 37512 members 
Mstep: Class 28 contains 213267 members 
Mstep: Class 29 contains 63881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053728.000000 Penalty: 101497.804688
Iteration 424F: 30 clusters Score -1.560537e+08 nChanged 0
Entering ConstructFrom: 
Score: -156053728.000000 Penalty: 101497.804688
Entering ConstructFrom: 
Trying to split cluster 1 (8353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Entering Unmasked Estep 
Score: -984625.187500 Penalty: 2239.533447
	Iteration 0F: 2 clusters Score -984625.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -978003.312500 Penalty: 4479.066895
	Iteration 0F: 3 clusters Score -978003.3 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -979902.250000 Penalty: 4479.066895
	Iteration 1F: 3 clusters Score -979902.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -980166.187500 Penalty: 4479.066895
	Iteration 2F: 3 clusters Score -980166.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -980342.812500 Penalty: 4479.066895
	Iteration 3Q: 3 clusters Score -980342.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -980481.187500 Penalty: 4479.066895
	Iteration 4Q: 3 clusters Score -980481.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -980595.375000 Penalty: 4479.066895
	Iteration 5Q: 3 clusters Score -980595.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -980691.625000 Penalty: 4479.066895
	Iteration 6Q: 3 clusters Score -980691.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -980779.125000 Penalty: 4479.066895
	Iteration 7Q: 3 clusters Score -980779.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -980850.250000 Penalty: 4479.066895
	Iteration 8Q: 3 clusters Score -980850.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -980926.812500 Penalty: 4479.066895
	Iteration 9Q: 3 clusters Score -980926.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -980996.625000 Penalty: 4479.066895
	Iteration 10Q: 3 clusters Score -980996.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -981073.312500 Penalty: 4479.066895
	Iteration 11Q: 3 clusters Score -981073.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -981138.562500 Penalty: 4479.066895
	Iteration 12Q: 3 clusters Score -981138.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -981217.437500 Penalty: 4479.066895
	Iteration 13Q: 3 clusters Score -981217.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -981292.500000 Penalty: 4479.066895
	Iteration 14Q: 3 clusters Score -981292.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -981382.312500 Penalty: 4479.066895
	Iteration 15Q: 3 clusters Score -981382.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -981473.125000 Penalty: 4479.066895
	Iteration 16Q: 3 clusters Score -981473.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -981564.625000 Penalty: 4479.066895
	Iteration 17Q: 3 clusters Score -981564.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -981647.812500 Penalty: 4479.066895
	Iteration 18Q: 3 clusters Score -981647.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -981723.875000 Penalty: 4479.066895
	Iteration 19Q: 3 clusters Score -981723.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -981807.000000 Penalty: 4479.066895
	Iteration 20F: 3 clusters Score -981807 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -981895.187500 Penalty: 4479.066895
	Iteration 21Q: 3 clusters Score -981895.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -981986.937500 Penalty: 4479.066895
	Iteration 22Q: 3 clusters Score -981986.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -982086.437500 Penalty: 4479.066895
	Iteration 23Q: 3 clusters Score -982086.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -982170.687500 Penalty: 4479.066895
	Iteration 24Q: 3 clusters Score -982170.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -982255.875000 Penalty: 4479.066895
	Iteration 25Q: 3 clusters Score -982255.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -982340.187500 Penalty: 4479.066895
	Iteration 26Q: 3 clusters Score -982340.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -982414.437500 Penalty: 4479.066895
	Iteration 27Q: 3 clusters Score -982414.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -982487.500000 Penalty: 4479.066895
	Iteration 28Q: 3 clusters Score -982487.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -982543.625000 Penalty: 4479.066895
	Iteration 29Q: 3 clusters Score -982543.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -982586.000000 Penalty: 4479.066895
	Iteration 30Q: 3 clusters Score -982586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -982622.750000 Penalty: 4479.066895
	Iteration 31Q: 3 clusters Score -982622.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -982662.500000 Penalty: 4479.066895
	Iteration 32Q: 3 clusters Score -982662.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -982697.812500 Penalty: 4479.066895
	Iteration 33Q: 3 clusters Score -982697.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -982735.062500 Penalty: 4479.066895
	Iteration 34Q: 3 clusters Score -982735.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -982764.250000 Penalty: 4479.066895
	Iteration 35Q: 3 clusters Score -982764.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -982781.875000 Penalty: 4479.066895
	Iteration 36Q: 3 clusters Score -982781.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -982797.125000 Penalty: 4479.066895
	Iteration 37Q: 3 clusters Score -982797.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -982806.375000 Penalty: 4479.066895
	Iteration 38Q: 3 clusters Score -982806.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -982809.625000 Penalty: 4479.066895
	Iteration 39Q: 3 clusters Score -982809.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -982814.937500 Penalty: 4479.066895
	Iteration 40F: 3 clusters Score -982814.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -982819.500000 Penalty: 4479.066895
	Iteration 41Q: 3 clusters Score -982819.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -982824.625000 Penalty: 4479.066895
	Iteration 42Q: 3 clusters Score -982824.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -982833.562500 Penalty: 4479.066895
	Iteration 43Q: 3 clusters Score -982833.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -982836.062500 Penalty: 4479.066895
	Iteration 44Q: 3 clusters Score -982836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -982838.750000 Penalty: 4479.066895
	Iteration 45Q: 3 clusters Score -982838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -982842.125000 Penalty: 4479.066895
	Iteration 46Q: 3 clusters Score -982842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -982845.000000 Penalty: 4479.066895
	Iteration 47Q: 3 clusters Score -982845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -982844.125000 Penalty: 4479.066895
	Iteration 48Q: 3 clusters Score -982844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -982846.937500 Penalty: 4479.066895
	Iteration 49Q: 3 clusters Score -982846.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -982846.937500 Penalty: 4479.066895
	Iteration 50F: 3 clusters Score -982846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (177535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177535 members 
Entering Unmasked Estep 
Score: -21230724.000000 Penalty: 2997.556885
	Iteration 0F: 2 clusters Score -2.123072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 88569 members 
Entering Unmasked Estep 
Score: -21119470.000000 Penalty: 5995.113770
	Iteration 0F: 3 clusters Score -2.111947e+07 nChanged 85209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93651 members 
Mstep: Class 2 contains 83884 members 
Entering Unmasked Estep 
Score: -21168878.000000 Penalty: 5995.113770
	Iteration 1F: 3 clusters Score -2.116888e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97088 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -21170502.000000 Penalty: 5995.113770
	Iteration 2Q: 3 clusters Score -2.11705e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102453 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -21173538.000000 Penalty: 5995.113770
	Iteration 3Q: 3 clusters Score -2.117354e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110447 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -21178936.000000 Penalty: 5995.113770
	Iteration 4F: 3 clusters Score -2.117894e+07 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121502 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -21187836.000000 Penalty: 5995.113770
	Iteration 5F: 3 clusters Score -2.118784e+07 nChanged 15049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134989 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -21200402.000000 Penalty: 5995.113770
	Iteration 6F: 3 clusters Score -2.12004e+07 nChanged 14223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148120 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -21213492.000000 Penalty: 5995.113770
	Iteration 7F: 3 clusters Score -2.121349e+07 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158550 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -21221836.000000 Penalty: 5995.113770
	Iteration 8F: 3 clusters Score -2.122184e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165178 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -21226124.000000 Penalty: 5995.113770
	Iteration 9Q: 3 clusters Score -2.122612e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168909 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -21227820.000000 Penalty: 5995.113770
	Iteration 10Q: 3 clusters Score -2.122782e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170875 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -21228654.000000 Penalty: 5995.113770
	Iteration 11Q: 3 clusters Score -2.122865e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172026 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -21229012.000000 Penalty: 5995.113770
	Iteration 12Q: 3 clusters Score -2.122901e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172735 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -21229258.000000 Penalty: 5995.113770
	Iteration 13Q: 3 clusters Score -2.122926e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173209 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -21229382.000000 Penalty: 5995.113770
	Iteration 14Q: 3 clusters Score -2.122938e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173546 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -21229516.000000 Penalty: 5995.113770
	Iteration 15Q: 3 clusters Score -2.122952e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173793 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -21229520.000000 Penalty: 5995.113770
	Iteration 16Q: 3 clusters Score -2.122952e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174012 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -21229510.000000 Penalty: 5995.113770
	Iteration 17Q: 3 clusters Score -2.122951e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174183 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -21229514.000000 Penalty: 5995.113770
	Iteration 18Q: 3 clusters Score -2.122951e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174329 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -21229504.000000 Penalty: 5995.113770
	Iteration 19Q: 3 clusters Score -2.12295e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174438 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -21229458.000000 Penalty: 5995.113770
	Iteration 20F: 3 clusters Score -2.122946e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174519 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -21229466.000000 Penalty: 5995.113770
	Iteration 21Q: 3 clusters Score -2.122947e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174589 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -21229434.000000 Penalty: 5995.113770
	Iteration 22Q: 3 clusters Score -2.122943e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174645 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -21229426.000000 Penalty: 5995.113770
	Iteration 23Q: 3 clusters Score -2.122943e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174687 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -21229418.000000 Penalty: 5995.113770
	Iteration 24Q: 3 clusters Score -2.122942e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174723 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -21229406.000000 Penalty: 5995.113770
	Iteration 25Q: 3 clusters Score -2.122941e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174755 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -21229416.000000 Penalty: 5995.113770
	Iteration 26Q: 3 clusters Score -2.122942e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174788 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -21229410.000000 Penalty: 5995.113770
	Iteration 27Q: 3 clusters Score -2.122941e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174819 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -21229400.000000 Penalty: 5995.113770
	Iteration 28Q: 3 clusters Score -2.12294e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174850 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -21229378.000000 Penalty: 5995.113770
	Iteration 29Q: 3 clusters Score -2.122938e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174877 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -21229360.000000 Penalty: 5995.113770
	Iteration 30Q: 3 clusters Score -2.122936e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174910 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -21229386.000000 Penalty: 5995.113770
	Iteration 31Q: 3 clusters Score -2.122939e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174938 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -21229380.000000 Penalty: 5995.113770
	Iteration 32Q: 3 clusters Score -2.122938e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174975 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21229354.000000 Penalty: 5995.113770
	Iteration 33Q: 3 clusters Score -2.122935e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175012 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -21229342.000000 Penalty: 5995.113770
	Iteration 34Q: 3 clusters Score -2.122934e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175041 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -21229352.000000 Penalty: 5995.113770
	Iteration 35Q: 3 clusters Score -2.122935e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175063 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -21229354.000000 Penalty: 5995.113770
	Iteration 36Q: 3 clusters Score -2.122935e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175085 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -21229346.000000 Penalty: 5995.113770
	Iteration 37Q: 3 clusters Score -2.122935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175099 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -21229340.000000 Penalty: 5995.113770
	Iteration 38Q: 3 clusters Score -2.122934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -21229332.000000 Penalty: 5995.113770
	Iteration 39Q: 3 clusters Score -2.122933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175130 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -21229334.000000 Penalty: 5995.113770
	Iteration 40F: 3 clusters Score -2.122933e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175143 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -21229330.000000 Penalty: 5995.113770
	Iteration 41Q: 3 clusters Score -2.122933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175155 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -21229330.000000 Penalty: 5995.113770
	Iteration 42Q: 3 clusters Score -2.122933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175163 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -21229332.000000 Penalty: 5995.113770
	Iteration 43Q: 3 clusters Score -2.122933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175171 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -21229326.000000 Penalty: 5995.113770
	Iteration 44Q: 3 clusters Score -2.122933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175180 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -21229336.000000 Penalty: 5995.113770
	Iteration 45Q: 3 clusters Score -2.122934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175191 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -21229334.000000 Penalty: 5995.113770
	Iteration 46Q: 3 clusters Score -2.122933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175200 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -21229342.000000 Penalty: 5995.113770
	Iteration 47Q: 3 clusters Score -2.122934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175204 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -21229348.000000 Penalty: 5995.113770
	Iteration 48Q: 3 clusters Score -2.122935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175209 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -21229346.000000 Penalty: 5995.113770
	Iteration 49Q: 3 clusters Score -2.122935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175219 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -21229334.000000 Penalty: 5995.113770
	Iteration 50Q: 3 clusters Score -2.122933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175229 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -21229326.000000 Penalty: 5995.113770
	Iteration 51Q: 3 clusters Score -2.122933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175239 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -21229344.000000 Penalty: 5995.113770
	Iteration 52Q: 3 clusters Score -2.122934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175243 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -21229328.000000 Penalty: 5995.113770
	Iteration 53Q: 3 clusters Score -2.122933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175245 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -21229316.000000 Penalty: 5995.113770
	Iteration 54Q: 3 clusters Score -2.122932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175246 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -21229324.000000 Penalty: 5995.113770
	Iteration 55Q: 3 clusters Score -2.122932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175247 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -21229326.000000 Penalty: 5995.113770
	Iteration 56Q: 3 clusters Score -2.122933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175249 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -21229316.000000 Penalty: 5995.113770
	Iteration 57Q: 3 clusters Score -2.122932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175250 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -21229332.000000 Penalty: 5995.113770
	Iteration 58Q: 3 clusters Score -2.122933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175251 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -21229322.000000 Penalty: 5995.113770
	Iteration 59Q: 3 clusters Score -2.122932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175252 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -21229322.000000 Penalty: 5995.113770
	Iteration 60F: 3 clusters Score -2.122932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Entering Unmasked Estep 
Score: -5294814.000000 Penalty: 2654.371094
	Iteration 0F: 2 clusters Score -5294814 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 22229 members 
Entering Unmasked Estep 
Score: -5264594.000000 Penalty: 5308.742188
	Iteration 0F: 3 clusters Score -5264594 nChanged 20586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -5276298.500000 Penalty: 5308.742188
	Iteration 1F: 3 clusters Score -5276298 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -5276834.500000 Penalty: 5308.742188
	Iteration 2Q: 3 clusters Score -5276834 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -5277456.000000 Penalty: 5308.742188
	Iteration 3Q: 3 clusters Score -5277456 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -5278170.500000 Penalty: 5308.742188
	Iteration 4Q: 3 clusters Score -5278170 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -5279141.500000 Penalty: 5308.742188
	Iteration 5Q: 3 clusters Score -5279142 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -5280611.500000 Penalty: 5308.742188
	Iteration 6F: 3 clusters Score -5280612 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -5282671.000000 Penalty: 5308.742188
	Iteration 7F: 3 clusters Score -5282671 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -5285086.000000 Penalty: 5308.742188
	Iteration 8F: 3 clusters Score -5285086 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -5287517.500000 Penalty: 5308.742188
	Iteration 9F: 3 clusters Score -5287518 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -5289509.500000 Penalty: 5308.742188
	Iteration 10F: 3 clusters Score -5289510 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -5290720.500000 Penalty: 5308.742188
	Iteration 11Q: 3 clusters Score -5290720 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5291387.000000 Penalty: 5308.742188
	Iteration 12Q: 3 clusters Score -5291387 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5291793.000000 Penalty: 5308.742188
	Iteration 13Q: 3 clusters Score -5291793 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5292010.000000 Penalty: 5308.742188
	Iteration 14Q: 3 clusters Score -5292010 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5292149.000000 Penalty: 5308.742188
	Iteration 15Q: 3 clusters Score -5292149 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5292239.500000 Penalty: 5308.742188
	Iteration 16Q: 3 clusters Score -5292240 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5292301.000000 Penalty: 5308.742188
	Iteration 17Q: 3 clusters Score -5292301 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5292359.000000 Penalty: 5308.742188
	Iteration 18Q: 3 clusters Score -5292359 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5292411.500000 Penalty: 5308.742188
	Iteration 19Q: 3 clusters Score -5292412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5292427.000000 Penalty: 5308.742188
	Iteration 20F: 3 clusters Score -5292427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5292444.500000 Penalty: 5308.742188
	Iteration 21Q: 3 clusters Score -5292444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5292481.500000 Penalty: 5308.742188
	Iteration 22Q: 3 clusters Score -5292482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5292486.500000 Penalty: 5308.742188
	Iteration 23Q: 3 clusters Score -5292486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5292512.500000 Penalty: 5308.742188
	Iteration 24Q: 3 clusters Score -5292512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5292520.500000 Penalty: 5308.742188
	Iteration 25Q: 3 clusters Score -5292520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5292543.000000 Penalty: 5308.742188
	Iteration 26Q: 3 clusters Score -5292543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5292556.500000 Penalty: 5308.742188
	Iteration 27Q: 3 clusters Score -5292556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5292577.000000 Penalty: 5308.742188
	Iteration 28Q: 3 clusters Score -5292577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5292590.000000 Penalty: 5308.742188
	Iteration 29Q: 3 clusters Score -5292590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5292603.500000 Penalty: 5308.742188
	Iteration 30Q: 3 clusters Score -5292604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5292608.500000 Penalty: 5308.742188
	Iteration 31Q: 3 clusters Score -5292608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5292612.500000 Penalty: 5308.742188
	Iteration 32Q: 3 clusters Score -5292612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5292612.000000 Penalty: 5308.742188
	Iteration 33Q: 3 clusters Score -5292612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5292613.500000 Penalty: 5308.742188
	Iteration 34Q: 3 clusters Score -5292614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5292612.000000 Penalty: 5308.742188
	Iteration 35Q: 3 clusters Score -5292612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5292611.000000 Penalty: 5308.742188
	Iteration 36Q: 3 clusters Score -5292611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5292612.500000 Penalty: 5308.742188
	Iteration 37Q: 3 clusters Score -5292612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5292614.500000 Penalty: 5308.742188
	Iteration 38Q: 3 clusters Score -5292614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5292612.500000 Penalty: 5308.742188
	Iteration 39Q: 3 clusters Score -5292612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5292623.000000 Penalty: 5308.742188
	Iteration 40F: 3 clusters Score -5292623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5292626.000000 Penalty: 5308.742188
	Iteration 41Q: 3 clusters Score -5292626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5292625.000000 Penalty: 5308.742188
	Iteration 42Q: 3 clusters Score -5292625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5292623.500000 Penalty: 5308.742188
	Iteration 43Q: 3 clusters Score -5292624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5292626.000000 Penalty: 5308.742188
	Iteration 44Q: 3 clusters Score -5292626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5292626.000000 Penalty: 5308.742188
	Iteration 45F: 3 clusters Score -5292626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Entering Unmasked Estep 
Score: -1618367.125000 Penalty: 2363.879395
	Iteration 0F: 2 clusters Score -1618367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1608281.375000 Penalty: 4727.758789
	Iteration 0F: 3 clusters Score -1608281 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1611400.250000 Penalty: 4727.758789
	Iteration 1F: 3 clusters Score -1611400 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1611754.875000 Penalty: 4727.758789
	Iteration 2F: 3 clusters Score -1611755 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1612044.000000 Penalty: 4727.758789
	Iteration 3F: 3 clusters Score -1612044 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1612243.625000 Penalty: 4727.758789
	Iteration 4Q: 3 clusters Score -1612244 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1612408.875000 Penalty: 4727.758789
	Iteration 5Q: 3 clusters Score -1612409 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1612543.750000 Penalty: 4727.758789
	Iteration 6Q: 3 clusters Score -1612544 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1612676.500000 Penalty: 4727.758789
	Iteration 7Q: 3 clusters Score -1612676 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1612813.250000 Penalty: 4727.758789
	Iteration 8Q: 3 clusters Score -1612813 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1612956.500000 Penalty: 4727.758789
	Iteration 9Q: 3 clusters Score -1612956 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1613128.750000 Penalty: 4727.758789
	Iteration 10Q: 3 clusters Score -1613129 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1613307.375000 Penalty: 4727.758789
	Iteration 11Q: 3 clusters Score -1613307 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1613528.125000 Penalty: 4727.758789
	Iteration 12Q: 3 clusters Score -1613528 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1613799.125000 Penalty: 4727.758789
	Iteration 13Q: 3 clusters Score -1613799 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1614103.375000 Penalty: 4727.758789
	Iteration 14Q: 3 clusters Score -1614103 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1614429.125000 Penalty: 4727.758789
	Iteration 15Q: 3 clusters Score -1614429 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1614794.625000 Penalty: 4727.758789
	Iteration 16Q: 3 clusters Score -1614795 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1615129.125000 Penalty: 4727.758789
	Iteration 17Q: 3 clusters Score -1615129 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1615386.500000 Penalty: 4727.758789
	Iteration 18Q: 3 clusters Score -1615386 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1615563.125000 Penalty: 4727.758789
	Iteration 19Q: 3 clusters Score -1615563 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1615713.000000 Penalty: 4727.758789
	Iteration 20F: 3 clusters Score -1615713 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1615856.500000 Penalty: 4727.758789
	Iteration 21Q: 3 clusters Score -1615856 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1615993.125000 Penalty: 4727.758789
	Iteration 22Q: 3 clusters Score -1615993 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1616083.000000 Penalty: 4727.758789
	Iteration 23Q: 3 clusters Score -1616083 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1616148.250000 Penalty: 4727.758789
	Iteration 24Q: 3 clusters Score -1616148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1616189.875000 Penalty: 4727.758789
	Iteration 25Q: 3 clusters Score -1616190 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1616219.250000 Penalty: 4727.758789
	Iteration 26Q: 3 clusters Score -1616219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1616239.375000 Penalty: 4727.758789
	Iteration 27Q: 3 clusters Score -1616239 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1616256.000000 Penalty: 4727.758789
	Iteration 28Q: 3 clusters Score -1616256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1616269.500000 Penalty: 4727.758789
	Iteration 29Q: 3 clusters Score -1616270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1616280.875000 Penalty: 4727.758789
	Iteration 30Q: 3 clusters Score -1616281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1616287.375000 Penalty: 4727.758789
	Iteration 31Q: 3 clusters Score -1616287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1616289.250000 Penalty: 4727.758789
	Iteration 32Q: 3 clusters Score -1616289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1616292.750000 Penalty: 4727.758789
	Iteration 33Q: 3 clusters Score -1616293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1616301.125000 Penalty: 4727.758789
	Iteration 34Q: 3 clusters Score -1616301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1616298.750000 Penalty: 4727.758789
	Iteration 35Q: 3 clusters Score -1616299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1616302.375000 Penalty: 4727.758789
	Iteration 36Q: 3 clusters Score -1616302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1616301.250000 Penalty: 4727.758789
	Iteration 37Q: 3 clusters Score -1616301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1616306.000000 Penalty: 4727.758789
	Iteration 38Q: 3 clusters Score -1616306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1616302.375000 Penalty: 4727.758789
	Iteration 39Q: 3 clusters Score -1616302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1616305.125000 Penalty: 4727.758789
	Iteration 40F: 3 clusters Score -1616305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1616308.500000 Penalty: 4727.758789
	Iteration 41Q: 3 clusters Score -1616308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1616310.875000 Penalty: 4727.758789
	Iteration 42Q: 3 clusters Score -1616311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1616312.875000 Penalty: 4727.758789
	Iteration 43Q: 3 clusters Score -1616313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1616312.125000 Penalty: 4727.758789
	Iteration 44Q: 3 clusters Score -1616312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1616309.250000 Penalty: 4727.758789
	Iteration 45Q: 3 clusters Score -1616309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1616308.375000 Penalty: 4727.758789
	Iteration 46Q: 3 clusters Score -1616308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1616307.000000 Penalty: 4727.758789
	Iteration 47Q: 3 clusters Score -1616307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1616307.000000 Penalty: 4727.758789
	Iteration 48F: 3 clusters Score -1616307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Entering Unmasked Estep 
Score: -977252.625000 Penalty: 2241.750244
	Iteration 0F: 2 clusters Score -977252.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -970628.125000 Penalty: 4483.500488
	Iteration 0F: 3 clusters Score -970628.1 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -972532.000000 Penalty: 4483.500488
	Iteration 1F: 3 clusters Score -972532 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -972832.250000 Penalty: 4483.500488
	Iteration 2F: 3 clusters Score -972832.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -973043.437500 Penalty: 4483.500488
	Iteration 3F: 3 clusters Score -973043.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -973202.000000 Penalty: 4483.500488
	Iteration 4Q: 3 clusters Score -973202 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -973327.562500 Penalty: 4483.500488
	Iteration 5Q: 3 clusters Score -973327.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -973439.187500 Penalty: 4483.500488
	Iteration 6Q: 3 clusters Score -973439.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -973539.687500 Penalty: 4483.500488
	Iteration 7Q: 3 clusters Score -973539.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -973638.062500 Penalty: 4483.500488
	Iteration 8Q: 3 clusters Score -973638.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -973735.625000 Penalty: 4483.500488
	Iteration 9Q: 3 clusters Score -973735.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -973847.375000 Penalty: 4483.500488
	Iteration 10Q: 3 clusters Score -973847.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -973953.562500 Penalty: 4483.500488
	Iteration 11Q: 3 clusters Score -973953.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -974049.812500 Penalty: 4483.500488
	Iteration 12Q: 3 clusters Score -974049.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -974141.000000 Penalty: 4483.500488
	Iteration 13Q: 3 clusters Score -974141 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -974250.375000 Penalty: 4483.500488
	Iteration 14Q: 3 clusters Score -974250.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -974376.812500 Penalty: 4483.500488
	Iteration 15Q: 3 clusters Score -974376.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -974498.750000 Penalty: 4483.500488
	Iteration 16Q: 3 clusters Score -974498.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -974629.625000 Penalty: 4483.500488
	Iteration 17Q: 3 clusters Score -974629.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -974762.187500 Penalty: 4483.500488
	Iteration 18Q: 3 clusters Score -974762.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -974879.687500 Penalty: 4483.500488
	Iteration 19Q: 3 clusters Score -974879.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -975001.375000 Penalty: 4483.500488
	Iteration 20F: 3 clusters Score -975001.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -975117.125000 Penalty: 4483.500488
	Iteration 21Q: 3 clusters Score -975117.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -975210.125000 Penalty: 4483.500488
	Iteration 22Q: 3 clusters Score -975210.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -975297.750000 Penalty: 4483.500488
	Iteration 23Q: 3 clusters Score -975297.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -975356.500000 Penalty: 4483.500488
	Iteration 24Q: 3 clusters Score -975356.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -975405.625000 Penalty: 4483.500488
	Iteration 25Q: 3 clusters Score -975405.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -975449.125000 Penalty: 4483.500488
	Iteration 26Q: 3 clusters Score -975449.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -975475.312500 Penalty: 4483.500488
	Iteration 27Q: 3 clusters Score -975475.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -975488.875000 Penalty: 4483.500488
	Iteration 28Q: 3 clusters Score -975488.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -975500.750000 Penalty: 4483.500488
	Iteration 29Q: 3 clusters Score -975500.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -975507.812500 Penalty: 4483.500488
	Iteration 30Q: 3 clusters Score -975507.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -975519.125000 Penalty: 4483.500488
	Iteration 31Q: 3 clusters Score -975519.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -975523.937500 Penalty: 4483.500488
	Iteration 32Q: 3 clusters Score -975523.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -975528.375000 Penalty: 4483.500488
	Iteration 33Q: 3 clusters Score -975528.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -975531.687500 Penalty: 4483.500488
	Iteration 34Q: 3 clusters Score -975531.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -975533.062500 Penalty: 4483.500488
	Iteration 35Q: 3 clusters Score -975533.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -975532.312500 Penalty: 4483.500488
	Iteration 36Q: 3 clusters Score -975532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -975533.812500 Penalty: 4483.500488
	Iteration 37Q: 3 clusters Score -975533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -975533.750000 Penalty: 4483.500488
	Iteration 38Q: 3 clusters Score -975533.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -975535.812500 Penalty: 4483.500488
	Iteration 39Q: 3 clusters Score -975535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -975534.500000 Penalty: 4483.500488
	Iteration 40F: 3 clusters Score -975534.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -975535.562500 Penalty: 4483.500488
	Iteration 41Q: 3 clusters Score -975535.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -975535.562500 Penalty: 4483.500488
	Iteration 42F: 3 clusters Score -975535.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Entering Unmasked Estep 
Score: -1010761.812500 Penalty: 2264.937256
	Iteration 0F: 2 clusters Score -1010762 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 4632 members 
Entering Unmasked Estep 
Score: -1003490.687500 Penalty: 4529.874512
	Iteration 0F: 3 clusters Score -1003491 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1005714.937500 Penalty: 4529.874512
	Iteration 1F: 3 clusters Score -1005715 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1006235.312500 Penalty: 4529.874512
	Iteration 2F: 3 clusters Score -1006235 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1006645.687500 Penalty: 4529.874512
	Iteration 3F: 3 clusters Score -1006646 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1006982.687500 Penalty: 4529.874512
	Iteration 4F: 3 clusters Score -1006983 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1007265.437500 Penalty: 4529.874512
	Iteration 5F: 3 clusters Score -1007265 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1007528.375000 Penalty: 4529.874512
	Iteration 6Q: 3 clusters Score -1007528 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1007739.750000 Penalty: 4529.874512
	Iteration 7Q: 3 clusters Score -1007740 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1007886.312500 Penalty: 4529.874512
	Iteration 8Q: 3 clusters Score -1007886 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1007989.375000 Penalty: 4529.874512
	Iteration 9Q: 3 clusters Score -1007989 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1008061.375000 Penalty: 4529.874512
	Iteration 10Q: 3 clusters Score -1008061 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1008121.500000 Penalty: 4529.874512
	Iteration 11Q: 3 clusters Score -1008122 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1008184.062500 Penalty: 4529.874512
	Iteration 12Q: 3 clusters Score -1008184 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1008248.062500 Penalty: 4529.874512
	Iteration 13Q: 3 clusters Score -1008248 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1008295.937500 Penalty: 4529.874512
	Iteration 14Q: 3 clusters Score -1008296 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1008335.937500 Penalty: 4529.874512
	Iteration 15Q: 3 clusters Score -1008336 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1008369.250000 Penalty: 4529.874512
	Iteration 16Q: 3 clusters Score -1008369 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1008402.687500 Penalty: 4529.874512
	Iteration 17Q: 3 clusters Score -1008403 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1008427.125000 Penalty: 4529.874512
	Iteration 18Q: 3 clusters Score -1008427 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1008455.500000 Penalty: 4529.874512
	Iteration 19Q: 3 clusters Score -1008456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1008480.562500 Penalty: 4529.874512
	Iteration 20F: 3 clusters Score -1008481 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1008504.187500 Penalty: 4529.874512
	Iteration 21Q: 3 clusters Score -1008504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1008526.125000 Penalty: 4529.874512
	Iteration 22Q: 3 clusters Score -1008526 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1008550.500000 Penalty: 4529.874512
	Iteration 23Q: 3 clusters Score -1008550 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1008582.437500 Penalty: 4529.874512
	Iteration 24Q: 3 clusters Score -1008582 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1008620.187500 Penalty: 4529.874512
	Iteration 25Q: 3 clusters Score -1008620 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1008661.250000 Penalty: 4529.874512
	Iteration 26Q: 3 clusters Score -1008661 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1008701.875000 Penalty: 4529.874512
	Iteration 27Q: 3 clusters Score -1008702 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1008740.312500 Penalty: 4529.874512
	Iteration 28Q: 3 clusters Score -1008740 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1008770.312500 Penalty: 4529.874512
	Iteration 29Q: 3 clusters Score -1008770 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1008802.375000 Penalty: 4529.874512
	Iteration 30Q: 3 clusters Score -1008802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1008830.875000 Penalty: 4529.874512
	Iteration 31Q: 3 clusters Score -1008831 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1008855.875000 Penalty: 4529.874512
	Iteration 32Q: 3 clusters Score -1008856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1008873.750000 Penalty: 4529.874512
	Iteration 33Q: 3 clusters Score -1008874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1008891.312500 Penalty: 4529.874512
	Iteration 34Q: 3 clusters Score -1008891 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1008906.375000 Penalty: 4529.874512
	Iteration 35Q: 3 clusters Score -1008906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1008918.812500 Penalty: 4529.874512
	Iteration 36Q: 3 clusters Score -1008919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1008928.562500 Penalty: 4529.874512
	Iteration 37Q: 3 clusters Score -1008929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1008937.625000 Penalty: 4529.874512
	Iteration 38Q: 3 clusters Score -1008938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1008943.750000 Penalty: 4529.874512
	Iteration 39Q: 3 clusters Score -1008944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1008949.937500 Penalty: 4529.874512
	Iteration 40F: 3 clusters Score -1008950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1008956.187500 Penalty: 4529.874512
	Iteration 41Q: 3 clusters Score -1008956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1008962.187500 Penalty: 4529.874512
	Iteration 42Q: 3 clusters Score -1008962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1008971.687500 Penalty: 4529.874512
	Iteration 43Q: 3 clusters Score -1008972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1008975.812500 Penalty: 4529.874512
	Iteration 44Q: 3 clusters Score -1008976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1008980.187500 Penalty: 4529.874512
	Iteration 45Q: 3 clusters Score -1008980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1008984.562500 Penalty: 4529.874512
	Iteration 46Q: 3 clusters Score -1008985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1008987.750000 Penalty: 4529.874512
	Iteration 47Q: 3 clusters Score -1008988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1008992.250000 Penalty: 4529.874512
	Iteration 48Q: 3 clusters Score -1008992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1008995.750000 Penalty: 4529.874512
	Iteration 49Q: 3 clusters Score -1008996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1009000.375000 Penalty: 4529.874512
	Iteration 50Q: 3 clusters Score -1009000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1008997.812500 Penalty: 4529.874512
	Iteration 51Q: 3 clusters Score -1008998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1008998.625000 Penalty: 4529.874512
	Iteration 52Q: 3 clusters Score -1008999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1009003.937500 Penalty: 4529.874512
	Iteration 53Q: 3 clusters Score -1009004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1009003.812500 Penalty: 4529.874512
	Iteration 54Q: 3 clusters Score -1009004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1009004.312500 Penalty: 4529.874512
	Iteration 55Q: 3 clusters Score -1009004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1009003.187500 Penalty: 4529.874512
	Iteration 56Q: 3 clusters Score -1009003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1009006.062500 Penalty: 4529.874512
	Iteration 57Q: 3 clusters Score -1009006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1009005.562500 Penalty: 4529.874512
	Iteration 58Q: 3 clusters Score -1009006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1009006.562500 Penalty: 4529.874512
	Iteration 59Q: 3 clusters Score -1009007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1009006.750000 Penalty: 4529.874512
	Iteration 60F: 3 clusters Score -1009007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1009009.062500 Penalty: 4529.874512
	Iteration 61Q: 3 clusters Score -1009009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1009007.437500 Penalty: 4529.874512
	Iteration 62Q: 3 clusters Score -1009007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1009007.750000 Penalty: 4529.874512
	Iteration 63Q: 3 clusters Score -1009008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1009007.125000 Penalty: 4529.874512
	Iteration 64Q: 3 clusters Score -1009007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1009007.125000 Penalty: 4529.874512
	Iteration 65F: 3 clusters Score -1009007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Entering Unmasked Estep 
Score: -3287963.000000 Penalty: 2545.114746
	Iteration 0F: 2 clusters Score -3287963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3268250.750000 Penalty: 5090.229492
	Iteration 0F: 3 clusters Score -3268251 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -3275779.500000 Penalty: 5090.229492
	Iteration 1F: 3 clusters Score -3275780 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3277075.000000 Penalty: 5090.229492
	Iteration 2F: 3 clusters Score -3277075 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3278943.750000 Penalty: 5090.229492
	Iteration 3F: 3 clusters Score -3278944 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3281119.000000 Penalty: 5090.229492
	Iteration 4F: 3 clusters Score -3281119 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3282794.750000 Penalty: 5090.229492
	Iteration 5F: 3 clusters Score -3282795 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -3283792.250000 Penalty: 5090.229492
	Iteration 6F: 3 clusters Score -3283792 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3284320.250000 Penalty: 5090.229492
	Iteration 7Q: 3 clusters Score -3284320 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -3284616.750000 Penalty: 5090.229492
	Iteration 8Q: 3 clusters Score -3284617 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3284830.250000 Penalty: 5090.229492
	Iteration 9Q: 3 clusters Score -3284830 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -3284992.250000 Penalty: 5090.229492
	Iteration 10Q: 3 clusters Score -3284992 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -3285135.250000 Penalty: 5090.229492
	Iteration 11Q: 3 clusters Score -3285135 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3285301.250000 Penalty: 5090.229492
	Iteration 12Q: 3 clusters Score -3285301 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3285447.000000 Penalty: 5090.229492
	Iteration 13Q: 3 clusters Score -3285447 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3285572.750000 Penalty: 5090.229492
	Iteration 14Q: 3 clusters Score -3285573 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3285710.750000 Penalty: 5090.229492
	Iteration 15Q: 3 clusters Score -3285711 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3285881.250000 Penalty: 5090.229492
	Iteration 16Q: 3 clusters Score -3285881 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3286004.750000 Penalty: 5090.229492
	Iteration 17Q: 3 clusters Score -3286005 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3286173.250000 Penalty: 5090.229492
	Iteration 18Q: 3 clusters Score -3286173 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3286347.750000 Penalty: 5090.229492
	Iteration 19Q: 3 clusters Score -3286348 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3286537.250000 Penalty: 5090.229492
	Iteration 20F: 3 clusters Score -3286537 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3286715.750000 Penalty: 5090.229492
	Iteration 21Q: 3 clusters Score -3286716 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3286895.000000 Penalty: 5090.229492
	Iteration 22Q: 3 clusters Score -3286895 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3287003.250000 Penalty: 5090.229492
	Iteration 23Q: 3 clusters Score -3287003 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -3287099.250000 Penalty: 5090.229492
	Iteration 24Q: 3 clusters Score -3287099 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3287163.750000 Penalty: 5090.229492
	Iteration 25Q: 3 clusters Score -3287164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3287187.750000 Penalty: 5090.229492
	Iteration 26Q: 3 clusters Score -3287188 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3287218.750000 Penalty: 5090.229492
	Iteration 27Q: 3 clusters Score -3287219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3287237.000000 Penalty: 5090.229492
	Iteration 28Q: 3 clusters Score -3287237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -3287256.500000 Penalty: 5090.229492
	Iteration 29Q: 3 clusters Score -3287256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3287265.000000 Penalty: 5090.229492
	Iteration 30Q: 3 clusters Score -3287265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3287271.500000 Penalty: 5090.229492
	Iteration 31Q: 3 clusters Score -3287272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3287292.000000 Penalty: 5090.229492
	Iteration 32Q: 3 clusters Score -3287292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3287308.500000 Penalty: 5090.229492
	Iteration 33Q: 3 clusters Score -3287308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3287316.000000 Penalty: 5090.229492
	Iteration 34Q: 3 clusters Score -3287316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3287327.000000 Penalty: 5090.229492
	Iteration 35Q: 3 clusters Score -3287327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -3287343.000000 Penalty: 5090.229492
	Iteration 36Q: 3 clusters Score -3287343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3287348.000000 Penalty: 5090.229492
	Iteration 37Q: 3 clusters Score -3287348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3287354.750000 Penalty: 5090.229492
	Iteration 38Q: 3 clusters Score -3287355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3287366.750000 Penalty: 5090.229492
	Iteration 39Q: 3 clusters Score -3287367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3287370.500000 Penalty: 5090.229492
	Iteration 40F: 3 clusters Score -3287370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3287374.250000 Penalty: 5090.229492
	Iteration 41Q: 3 clusters Score -3287374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3287378.500000 Penalty: 5090.229492
	Iteration 42Q: 3 clusters Score -3287378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3287379.500000 Penalty: 5090.229492
	Iteration 43Q: 3 clusters Score -3287380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3287384.000000 Penalty: 5090.229492
	Iteration 44Q: 3 clusters Score -3287384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -3287386.000000 Penalty: 5090.229492
	Iteration 45Q: 3 clusters Score -3287386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3287415.500000 Penalty: 5090.229492
	Iteration 46Q: 3 clusters Score -3287416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3287438.500000 Penalty: 5090.229492
	Iteration 47Q: 3 clusters Score -3287438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3287450.250000 Penalty: 5090.229492
	Iteration 48Q: 3 clusters Score -3287450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3287486.750000 Penalty: 5090.229492
	Iteration 49Q: 3 clusters Score -3287487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3287522.500000 Penalty: 5090.229492
	Iteration 50Q: 3 clusters Score -3287522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3287545.500000 Penalty: 5090.229492
	Iteration 51Q: 3 clusters Score -3287546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3287554.750000 Penalty: 5090.229492
	Iteration 52Q: 3 clusters Score -3287555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3287575.000000 Penalty: 5090.229492
	Iteration 53Q: 3 clusters Score -3287575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3287583.250000 Penalty: 5090.229492
	Iteration 54Q: 3 clusters Score -3287583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3287595.000000 Penalty: 5090.229492
	Iteration 55Q: 3 clusters Score -3287595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3287606.750000 Penalty: 5090.229492
	Iteration 56Q: 3 clusters Score -3287607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3287615.250000 Penalty: 5090.229492
	Iteration 57Q: 3 clusters Score -3287615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3287618.500000 Penalty: 5090.229492
	Iteration 58Q: 3 clusters Score -3287618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -3287616.250000 Penalty: 5090.229492
	Iteration 59Q: 3 clusters Score -3287616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3287621.000000 Penalty: 5090.229492
	Iteration 60F: 3 clusters Score -3287621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3287620.250000 Penalty: 5090.229492
	Iteration 61Q: 3 clusters Score -3287620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3287627.250000 Penalty: 5090.229492
	Iteration 62Q: 3 clusters Score -3287627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -3287629.250000 Penalty: 5090.229492
	Iteration 63Q: 3 clusters Score -3287629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3287630.750000 Penalty: 5090.229492
	Iteration 64Q: 3 clusters Score -3287631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3287631.750000 Penalty: 5090.229492
	Iteration 65Q: 3 clusters Score -3287632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3287633.250000 Penalty: 5090.229492
	Iteration 66Q: 3 clusters Score -3287633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3287632.000000 Penalty: 5090.229492
	Iteration 67Q: 3 clusters Score -3287632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3287634.750000 Penalty: 5090.229492
	Iteration 68Q: 3 clusters Score -3287635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3287634.750000 Penalty: 5090.229492
	Iteration 69F: 3 clusters Score -3287635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Entering Unmasked Estep 
Score: -678571.750000 Penalty: 2167.246094
	Iteration 0F: 2 clusters Score -678571.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -673262.625000 Penalty: 4334.492188
	Iteration 0F: 3 clusters Score -673262.6 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -674812.562500 Penalty: 4334.492188
	Iteration 1F: 3 clusters Score -674812.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -675206.750000 Penalty: 4334.492188
	Iteration 2F: 3 clusters Score -675206.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -675558.875000 Penalty: 4334.492188
	Iteration 3F: 3 clusters Score -675558.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -675850.125000 Penalty: 4334.492188
	Iteration 4F: 3 clusters Score -675850.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -676131.937500 Penalty: 4334.492188
	Iteration 5F: 3 clusters Score -676131.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -676385.187500 Penalty: 4334.492188
	Iteration 6F: 3 clusters Score -676385.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -676588.812500 Penalty: 4334.492188
	Iteration 7Q: 3 clusters Score -676588.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -676739.125000 Penalty: 4334.492188
	Iteration 8Q: 3 clusters Score -676739.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -676843.250000 Penalty: 4334.492188
	Iteration 9Q: 3 clusters Score -676843.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -676928.250000 Penalty: 4334.492188
	Iteration 10Q: 3 clusters Score -676928.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -676985.187500 Penalty: 4334.492188
	Iteration 11Q: 3 clusters Score -676985.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -677022.687500 Penalty: 4334.492188
	Iteration 12Q: 3 clusters Score -677022.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -677047.937500 Penalty: 4334.492188
	Iteration 13Q: 3 clusters Score -677047.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -677076.250000 Penalty: 4334.492188
	Iteration 14Q: 3 clusters Score -677076.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -677099.937500 Penalty: 4334.492188
	Iteration 15Q: 3 clusters Score -677099.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -677118.812500 Penalty: 4334.492188
	Iteration 16Q: 3 clusters Score -677118.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -677129.687500 Penalty: 4334.492188
	Iteration 17Q: 3 clusters Score -677129.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -677136.875000 Penalty: 4334.492188
	Iteration 18Q: 3 clusters Score -677136.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -677148.187500 Penalty: 4334.492188
	Iteration 19Q: 3 clusters Score -677148.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -677151.062500 Penalty: 4334.492188
	Iteration 20F: 3 clusters Score -677151.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -677155.687500 Penalty: 4334.492188
	Iteration 21Q: 3 clusters Score -677155.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -677159.875000 Penalty: 4334.492188
	Iteration 22Q: 3 clusters Score -677159.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -677165.250000 Penalty: 4334.492188
	Iteration 23Q: 3 clusters Score -677165.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -677167.312500 Penalty: 4334.492188
	Iteration 24Q: 3 clusters Score -677167.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -677169.875000 Penalty: 4334.492188
	Iteration 25Q: 3 clusters Score -677169.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -677176.125000 Penalty: 4334.492188
	Iteration 26Q: 3 clusters Score -677176.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -677181.187500 Penalty: 4334.492188
	Iteration 27Q: 3 clusters Score -677181.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -677183.062500 Penalty: 4334.492188
	Iteration 28Q: 3 clusters Score -677183.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -677188.375000 Penalty: 4334.492188
	Iteration 29Q: 3 clusters Score -677188.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -677193.812500 Penalty: 4334.492188
	Iteration 30Q: 3 clusters Score -677193.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -677195.750000 Penalty: 4334.492188
	Iteration 31Q: 3 clusters Score -677195.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -677196.687500 Penalty: 4334.492188
	Iteration 32Q: 3 clusters Score -677196.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -677202.062500 Penalty: 4334.492188
	Iteration 33Q: 3 clusters Score -677202.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -677204.437500 Penalty: 4334.492188
	Iteration 34Q: 3 clusters Score -677204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -677207.125000 Penalty: 4334.492188
	Iteration 35Q: 3 clusters Score -677207.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -677208.687500 Penalty: 4334.492188
	Iteration 36Q: 3 clusters Score -677208.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -677210.187500 Penalty: 4334.492188
	Iteration 37Q: 3 clusters Score -677210.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -677214.750000 Penalty: 4334.492188
	Iteration 38Q: 3 clusters Score -677214.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -677217.812500 Penalty: 4334.492188
	Iteration 39Q: 3 clusters Score -677217.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -677221.562500 Penalty: 4334.492188
	Iteration 40F: 3 clusters Score -677221.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -677224.062500 Penalty: 4334.492188
	Iteration 41Q: 3 clusters Score -677224.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -677225.437500 Penalty: 4334.492188
	Iteration 42Q: 3 clusters Score -677225.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -677225.875000 Penalty: 4334.492188
	Iteration 43Q: 3 clusters Score -677225.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -677237.187500 Penalty: 4334.492188
	Iteration 44Q: 3 clusters Score -677237.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -677250.375000 Penalty: 4334.492188
	Iteration 45Q: 3 clusters Score -677250.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -677257.937500 Penalty: 4334.492188
	Iteration 46Q: 3 clusters Score -677257.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -677264.250000 Penalty: 4334.492188
	Iteration 47Q: 3 clusters Score -677264.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -677272.375000 Penalty: 4334.492188
	Iteration 48Q: 3 clusters Score -677272.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -677277.062500 Penalty: 4334.492188
	Iteration 49Q: 3 clusters Score -677277.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -677280.562500 Penalty: 4334.492188
	Iteration 50Q: 3 clusters Score -677280.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -677284.125000 Penalty: 4334.492188
	Iteration 51Q: 3 clusters Score -677284.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -677287.812500 Penalty: 4334.492188
	Iteration 52Q: 3 clusters Score -677287.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -677289.625000 Penalty: 4334.492188
	Iteration 53Q: 3 clusters Score -677289.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -677294.312500 Penalty: 4334.492188
	Iteration 54Q: 3 clusters Score -677294.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -677299.750000 Penalty: 4334.492188
	Iteration 55Q: 3 clusters Score -677299.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -677308.375000 Penalty: 4334.492188
	Iteration 56Q: 3 clusters Score -677308.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -677316.750000 Penalty: 4334.492188
	Iteration 57Q: 3 clusters Score -677316.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -677331.062500 Penalty: 4334.492188
	Iteration 58Q: 3 clusters Score -677331.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -677344.437500 Penalty: 4334.492188
	Iteration 59Q: 3 clusters Score -677344.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -677356.437500 Penalty: 4334.492188
	Iteration 60F: 3 clusters Score -677356.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -677361.125000 Penalty: 4334.492188
	Iteration 61Q: 3 clusters Score -677361.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -677364.812500 Penalty: 4334.492188
	Iteration 62Q: 3 clusters Score -677364.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -677369.500000 Penalty: 4334.492188
	Iteration 63Q: 3 clusters Score -677369.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -677371.500000 Penalty: 4334.492188
	Iteration 64Q: 3 clusters Score -677371.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -677373.312500 Penalty: 4334.492188
	Iteration 65Q: 3 clusters Score -677373.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -677375.625000 Penalty: 4334.492188
	Iteration 66Q: 3 clusters Score -677375.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -677376.437500 Penalty: 4334.492188
	Iteration 67Q: 3 clusters Score -677376.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -677376.750000 Penalty: 4334.492188
	Iteration 68Q: 3 clusters Score -677376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -677377.562500 Penalty: 4334.492188
	Iteration 69Q: 3 clusters Score -677377.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -677380.687500 Penalty: 4334.492188
	Iteration 70Q: 3 clusters Score -677380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -677380.750000 Penalty: 4334.492188
	Iteration 71Q: 3 clusters Score -677380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -677382.250000 Penalty: 4334.492188
	Iteration 72Q: 3 clusters Score -677382.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -677382.250000 Penalty: 4334.492188
	Iteration 73F: 3 clusters Score -677382.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Entering Unmasked Estep 
Score: -4726835.500000 Penalty: 2623.996826
	Iteration 0F: 2 clusters Score -4726836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -4699930.500000 Penalty: 5247.993652
	Iteration 0F: 3 clusters Score -4699930 nChanged 18067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -4709847.500000 Penalty: 5247.993652
	Iteration 1F: 3 clusters Score -4709848 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -4710278.500000 Penalty: 5247.993652
	Iteration 2Q: 3 clusters Score -4710278 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -4710630.500000 Penalty: 5247.993652
	Iteration 3Q: 3 clusters Score -4710630 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -4710929.500000 Penalty: 5247.993652
	Iteration 4Q: 3 clusters Score -4710930 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -4711219.000000 Penalty: 5247.993652
	Iteration 5Q: 3 clusters Score -4711219 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -4711544.500000 Penalty: 5247.993652
	Iteration 6Q: 3 clusters Score -4711544 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -4711956.000000 Penalty: 5247.993652
	Iteration 7Q: 3 clusters Score -4711956 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4712490.500000 Penalty: 5247.993652
	Iteration 8Q: 3 clusters Score -4712490 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -4713320.500000 Penalty: 5247.993652
	Iteration 9Q: 3 clusters Score -4713320 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -4714549.500000 Penalty: 5247.993652
	Iteration 10F: 3 clusters Score -4714550 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -4716213.000000 Penalty: 5247.993652
	Iteration 11F: 3 clusters Score -4716213 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -4718258.000000 Penalty: 5247.993652
	Iteration 12F: 3 clusters Score -4718258 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -4720337.500000 Penalty: 5247.993652
	Iteration 13F: 3 clusters Score -4720338 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -4721898.000000 Penalty: 5247.993652
	Iteration 14Q: 3 clusters Score -4721898 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -4722753.000000 Penalty: 5247.993652
	Iteration 15Q: 3 clusters Score -4722753 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -4723310.500000 Penalty: 5247.993652
	Iteration 16Q: 3 clusters Score -4723310 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -4723674.500000 Penalty: 5247.993652
	Iteration 17Q: 3 clusters Score -4723674 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -4723905.000000 Penalty: 5247.993652
	Iteration 18Q: 3 clusters Score -4723905 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -4724086.500000 Penalty: 5247.993652
	Iteration 19Q: 3 clusters Score -4724086 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -4724194.500000 Penalty: 5247.993652
	Iteration 20F: 3 clusters Score -4724194 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -4724291.000000 Penalty: 5247.993652
	Iteration 21Q: 3 clusters Score -4724291 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -4724330.500000 Penalty: 5247.993652
	Iteration 22Q: 3 clusters Score -4724330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -4724371.500000 Penalty: 5247.993652
	Iteration 23Q: 3 clusters Score -4724372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -4724404.500000 Penalty: 5247.993652
	Iteration 24Q: 3 clusters Score -4724404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -4724417.000000 Penalty: 5247.993652
	Iteration 25Q: 3 clusters Score -4724417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -4724429.500000 Penalty: 5247.993652
	Iteration 26Q: 3 clusters Score -4724430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -4724446.000000 Penalty: 5247.993652
	Iteration 27Q: 3 clusters Score -4724446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -4724447.500000 Penalty: 5247.993652
	Iteration 28Q: 3 clusters Score -4724448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -4724454.000000 Penalty: 5247.993652
	Iteration 29Q: 3 clusters Score -4724454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -4724459.000000 Penalty: 5247.993652
	Iteration 30Q: 3 clusters Score -4724459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -4724475.500000 Penalty: 5247.993652
	Iteration 31Q: 3 clusters Score -4724476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -4724480.000000 Penalty: 5247.993652
	Iteration 32Q: 3 clusters Score -4724480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -4724483.000000 Penalty: 5247.993652
	Iteration 33Q: 3 clusters Score -4724483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -4724491.500000 Penalty: 5247.993652
	Iteration 34Q: 3 clusters Score -4724492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -4724498.000000 Penalty: 5247.993652
	Iteration 35Q: 3 clusters Score -4724498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -4724497.500000 Penalty: 5247.993652
	Iteration 36Q: 3 clusters Score -4724498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -4724504.500000 Penalty: 5247.993652
	Iteration 37Q: 3 clusters Score -4724504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -4724507.500000 Penalty: 5247.993652
	Iteration 38Q: 3 clusters Score -4724508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -4724509.500000 Penalty: 5247.993652
	Iteration 39Q: 3 clusters Score -4724510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -4724512.000000 Penalty: 5247.993652
	Iteration 40F: 3 clusters Score -4724512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -4724522.500000 Penalty: 5247.993652
	Iteration 41Q: 3 clusters Score -4724522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -4724523.000000 Penalty: 5247.993652
	Iteration 42Q: 3 clusters Score -4724523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -4724524.000000 Penalty: 5247.993652
	Iteration 43Q: 3 clusters Score -4724524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -4724529.500000 Penalty: 5247.993652
	Iteration 44Q: 3 clusters Score -4724530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -4724531.500000 Penalty: 5247.993652
	Iteration 45Q: 3 clusters Score -4724532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -4724532.500000 Penalty: 5247.993652
	Iteration 46Q: 3 clusters Score -4724532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -4724538.000000 Penalty: 5247.993652
	Iteration 47Q: 3 clusters Score -4724538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -4724543.000000 Penalty: 5247.993652
	Iteration 48Q: 3 clusters Score -4724543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -4724546.500000 Penalty: 5247.993652
	Iteration 49Q: 3 clusters Score -4724546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -4724551.500000 Penalty: 5247.993652
	Iteration 50Q: 3 clusters Score -4724552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -4724552.000000 Penalty: 5247.993652
	Iteration 51Q: 3 clusters Score -4724552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -4724552.000000 Penalty: 5247.993652
	Iteration 52F: 3 clusters Score -4724552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Entering Unmasked Estep 
Score: -1587345.500000 Penalty: 2360.165283
	Iteration 0F: 2 clusters Score -1587346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1577419.375000 Penalty: 4720.330566
	Iteration 0F: 3 clusters Score -1577419 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1580615.750000 Penalty: 4720.330566
	Iteration 1F: 3 clusters Score -1580616 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1581022.500000 Penalty: 4720.330566
	Iteration 2F: 3 clusters Score -1581022 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1581377.500000 Penalty: 4720.330566
	Iteration 3F: 3 clusters Score -1581378 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1581739.250000 Penalty: 4720.330566
	Iteration 4Q: 3 clusters Score -1581739 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1582147.875000 Penalty: 4720.330566
	Iteration 5Q: 3 clusters Score -1582148 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1582637.875000 Penalty: 4720.330566
	Iteration 6Q: 3 clusters Score -1582638 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1583270.250000 Penalty: 4720.330566
	Iteration 7F: 3 clusters Score -1583270 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1583957.125000 Penalty: 4720.330566
	Iteration 8F: 3 clusters Score -1583957 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1584578.500000 Penalty: 4720.330566
	Iteration 9F: 3 clusters Score -1584578 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1585034.625000 Penalty: 4720.330566
	Iteration 10Q: 3 clusters Score -1585035 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1585371.875000 Penalty: 4720.330566
	Iteration 11Q: 3 clusters Score -1585372 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1585564.125000 Penalty: 4720.330566
	Iteration 12Q: 3 clusters Score -1585564 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1585683.250000 Penalty: 4720.330566
	Iteration 13Q: 3 clusters Score -1585683 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1585788.250000 Penalty: 4720.330566
	Iteration 14Q: 3 clusters Score -1585788 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1585852.500000 Penalty: 4720.330566
	Iteration 15Q: 3 clusters Score -1585852 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1585902.750000 Penalty: 4720.330566
	Iteration 16Q: 3 clusters Score -1585903 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1585944.375000 Penalty: 4720.330566
	Iteration 17Q: 3 clusters Score -1585944 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1585978.000000 Penalty: 4720.330566
	Iteration 18Q: 3 clusters Score -1585978 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1586005.625000 Penalty: 4720.330566
	Iteration 19Q: 3 clusters Score -1586006 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1586034.250000 Penalty: 4720.330566
	Iteration 20F: 3 clusters Score -1586034 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1586063.875000 Penalty: 4720.330566
	Iteration 21Q: 3 clusters Score -1586064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1586072.375000 Penalty: 4720.330566
	Iteration 22Q: 3 clusters Score -1586072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1586082.125000 Penalty: 4720.330566
	Iteration 23Q: 3 clusters Score -1586082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1586091.000000 Penalty: 4720.330566
	Iteration 24Q: 3 clusters Score -1586091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1586101.000000 Penalty: 4720.330566
	Iteration 25Q: 3 clusters Score -1586101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1586113.750000 Penalty: 4720.330566
	Iteration 26Q: 3 clusters Score -1586114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1586124.125000 Penalty: 4720.330566
	Iteration 27Q: 3 clusters Score -1586124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1586139.500000 Penalty: 4720.330566
	Iteration 28Q: 3 clusters Score -1586140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1586147.125000 Penalty: 4720.330566
	Iteration 29Q: 3 clusters Score -1586147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1586150.625000 Penalty: 4720.330566
	Iteration 30Q: 3 clusters Score -1586151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1586155.875000 Penalty: 4720.330566
	Iteration 31Q: 3 clusters Score -1586156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1586163.500000 Penalty: 4720.330566
	Iteration 32Q: 3 clusters Score -1586164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1586165.500000 Penalty: 4720.330566
	Iteration 33Q: 3 clusters Score -1586166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1586166.750000 Penalty: 4720.330566
	Iteration 34Q: 3 clusters Score -1586167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1586167.625000 Penalty: 4720.330566
	Iteration 35Q: 3 clusters Score -1586168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1586170.375000 Penalty: 4720.330566
	Iteration 36Q: 3 clusters Score -1586170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1586172.500000 Penalty: 4720.330566
	Iteration 37Q: 3 clusters Score -1586172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1586173.875000 Penalty: 4720.330566
	Iteration 38Q: 3 clusters Score -1586174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1586171.750000 Penalty: 4720.330566
	Iteration 39Q: 3 clusters Score -1586172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1586171.750000 Penalty: 4720.330566
	Iteration 40F: 3 clusters Score -1586172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1586170.500000 Penalty: 4720.330566
	Iteration 41Q: 3 clusters Score -1586170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1586170.375000 Penalty: 4720.330566
	Iteration 42Q: 3 clusters Score -1586170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1586170.375000 Penalty: 4720.330566
	Iteration 43F: 3 clusters Score -1586170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Entering Unmasked Estep 
Score: -1085624.750000 Penalty: 2260.175049
	Iteration 0F: 2 clusters Score -1085625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1078517.625000 Penalty: 4520.350098
	Iteration 0F: 3 clusters Score -1078518 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1080525.875000 Penalty: 4520.350098
	Iteration 1F: 3 clusters Score -1080526 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1080895.375000 Penalty: 4520.350098
	Iteration 2F: 3 clusters Score -1080895 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1081205.000000 Penalty: 4520.350098
	Iteration 3F: 3 clusters Score -1081205 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1081501.000000 Penalty: 4520.350098
	Iteration 4F: 3 clusters Score -1081501 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1081814.375000 Penalty: 4520.350098
	Iteration 5F: 3 clusters Score -1081814 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1082087.125000 Penalty: 4520.350098
	Iteration 6Q: 3 clusters Score -1082087 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1082343.625000 Penalty: 4520.350098
	Iteration 7Q: 3 clusters Score -1082344 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1082619.125000 Penalty: 4520.350098
	Iteration 8Q: 3 clusters Score -1082619 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1082881.625000 Penalty: 4520.350098
	Iteration 9Q: 3 clusters Score -1082882 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1083117.625000 Penalty: 4520.350098
	Iteration 10Q: 3 clusters Score -1083118 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1083298.625000 Penalty: 4520.350098
	Iteration 11Q: 3 clusters Score -1083299 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1083486.875000 Penalty: 4520.350098
	Iteration 12Q: 3 clusters Score -1083487 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1083619.500000 Penalty: 4520.350098
	Iteration 13Q: 3 clusters Score -1083620 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1083710.125000 Penalty: 4520.350098
	Iteration 14Q: 3 clusters Score -1083710 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1083774.250000 Penalty: 4520.350098
	Iteration 15Q: 3 clusters Score -1083774 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1083829.500000 Penalty: 4520.350098
	Iteration 16Q: 3 clusters Score -1083830 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1083869.375000 Penalty: 4520.350098
	Iteration 17Q: 3 clusters Score -1083869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1083897.375000 Penalty: 4520.350098
	Iteration 18Q: 3 clusters Score -1083897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1083916.875000 Penalty: 4520.350098
	Iteration 19Q: 3 clusters Score -1083917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1083926.000000 Penalty: 4520.350098
	Iteration 20F: 3 clusters Score -1083926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1083932.625000 Penalty: 4520.350098
	Iteration 21Q: 3 clusters Score -1083933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1083939.750000 Penalty: 4520.350098
	Iteration 22Q: 3 clusters Score -1083940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1083946.250000 Penalty: 4520.350098
	Iteration 23Q: 3 clusters Score -1083946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1083945.875000 Penalty: 4520.350098
	Iteration 24Q: 3 clusters Score -1083946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1083949.500000 Penalty: 4520.350098
	Iteration 25Q: 3 clusters Score -1083950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1083951.375000 Penalty: 4520.350098
	Iteration 26Q: 3 clusters Score -1083951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1083955.125000 Penalty: 4520.350098
	Iteration 27Q: 3 clusters Score -1083955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1083955.125000 Penalty: 4520.350098
	Iteration 28Q: 3 clusters Score -1083955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1083956.000000 Penalty: 4520.350098
	Iteration 29Q: 3 clusters Score -1083956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1083955.000000 Penalty: 4520.350098
	Iteration 30Q: 3 clusters Score -1083955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1083958.500000 Penalty: 4520.350098
	Iteration 31Q: 3 clusters Score -1083958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1083958.750000 Penalty: 4520.350098
	Iteration 32Q: 3 clusters Score -1083959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1083958.875000 Penalty: 4520.350098
	Iteration 33Q: 3 clusters Score -1083959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1083958.875000 Penalty: 4520.350098
	Iteration 34F: 3 clusters Score -1083959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Entering Unmasked Estep 
Score: -7339249.000000 Penalty: 2735.284668
	Iteration 0F: 2 clusters Score -7339249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -7297916.500000 Penalty: 5470.569336
	Iteration 0F: 3 clusters Score -7297916 nChanged 28608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -7314650.000000 Penalty: 5470.569336
	Iteration 1F: 3 clusters Score -7314650 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -7315826.000000 Penalty: 5470.569336
	Iteration 2Q: 3 clusters Score -7315826 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -7317117.500000 Penalty: 5470.569336
	Iteration 3F: 3 clusters Score -7317118 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -7318596.500000 Penalty: 5470.569336
	Iteration 4F: 3 clusters Score -7318596 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -7320122.000000 Penalty: 5470.569336
	Iteration 5F: 3 clusters Score -7320122 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -7321727.000000 Penalty: 5470.569336
	Iteration 6F: 3 clusters Score -7321727 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -7323442.000000 Penalty: 5470.569336
	Iteration 7F: 3 clusters Score -7323442 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -7325369.500000 Penalty: 5470.569336
	Iteration 8F: 3 clusters Score -7325370 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -7327515.500000 Penalty: 5470.569336
	Iteration 9Q: 3 clusters Score -7327516 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -7329848.000000 Penalty: 5470.569336
	Iteration 10Q: 3 clusters Score -7329848 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -7332021.000000 Penalty: 5470.569336
	Iteration 11Q: 3 clusters Score -7332021 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -7333533.000000 Penalty: 5470.569336
	Iteration 12Q: 3 clusters Score -7333533 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -7334456.500000 Penalty: 5470.569336
	Iteration 13Q: 3 clusters Score -7334456 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -7335032.000000 Penalty: 5470.569336
	Iteration 14Q: 3 clusters Score -7335032 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -7335396.000000 Penalty: 5470.569336
	Iteration 15Q: 3 clusters Score -7335396 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -7335706.000000 Penalty: 5470.569336
	Iteration 16Q: 3 clusters Score -7335706 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -7335891.500000 Penalty: 5470.569336
	Iteration 17Q: 3 clusters Score -7335892 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -7336100.500000 Penalty: 5470.569336
	Iteration 18Q: 3 clusters Score -7336100 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -7336297.500000 Penalty: 5470.569336
	Iteration 19Q: 3 clusters Score -7336298 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -7336431.500000 Penalty: 5470.569336
	Iteration 20F: 3 clusters Score -7336432 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -7336533.000000 Penalty: 5470.569336
	Iteration 21Q: 3 clusters Score -7336533 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -7336631.000000 Penalty: 5470.569336
	Iteration 22Q: 3 clusters Score -7336631 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -7336737.500000 Penalty: 5470.569336
	Iteration 23Q: 3 clusters Score -7336738 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -7336803.000000 Penalty: 5470.569336
	Iteration 24Q: 3 clusters Score -7336803 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -7336884.000000 Penalty: 5470.569336
	Iteration 25Q: 3 clusters Score -7336884 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -7336931.000000 Penalty: 5470.569336
	Iteration 26Q: 3 clusters Score -7336931 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -7336994.500000 Penalty: 5470.569336
	Iteration 27Q: 3 clusters Score -7336994 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7337061.000000 Penalty: 5470.569336
	Iteration 28Q: 3 clusters Score -7337061 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -7337091.500000 Penalty: 5470.569336
	Iteration 29Q: 3 clusters Score -7337092 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7337137.000000 Penalty: 5470.569336
	Iteration 30Q: 3 clusters Score -7337137 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7337149.500000 Penalty: 5470.569336
	Iteration 31Q: 3 clusters Score -7337150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -7337170.000000 Penalty: 5470.569336
	Iteration 32Q: 3 clusters Score -7337170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -7337195.000000 Penalty: 5470.569336
	Iteration 33Q: 3 clusters Score -7337195 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7337210.000000 Penalty: 5470.569336
	Iteration 34Q: 3 clusters Score -7337210 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7337234.500000 Penalty: 5470.569336
	Iteration 35Q: 3 clusters Score -7337234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -7337250.000000 Penalty: 5470.569336
	Iteration 36Q: 3 clusters Score -7337250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7337253.500000 Penalty: 5470.569336
	Iteration 37Q: 3 clusters Score -7337254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -7337288.000000 Penalty: 5470.569336
	Iteration 38Q: 3 clusters Score -7337288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7337310.500000 Penalty: 5470.569336
	Iteration 39Q: 3 clusters Score -7337310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7337317.500000 Penalty: 5470.569336
	Iteration 40F: 3 clusters Score -7337318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7337327.500000 Penalty: 5470.569336
	Iteration 41Q: 3 clusters Score -7337328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7337336.500000 Penalty: 5470.569336
	Iteration 42Q: 3 clusters Score -7337336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7337348.000000 Penalty: 5470.569336
	Iteration 43Q: 3 clusters Score -7337348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7337352.500000 Penalty: 5470.569336
	Iteration 44Q: 3 clusters Score -7337352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7337361.000000 Penalty: 5470.569336
	Iteration 45Q: 3 clusters Score -7337361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7337377.500000 Penalty: 5470.569336
	Iteration 46Q: 3 clusters Score -7337378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -7337386.500000 Penalty: 5470.569336
	Iteration 47Q: 3 clusters Score -7337386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -7337403.500000 Penalty: 5470.569336
	Iteration 48Q: 3 clusters Score -7337404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7337399.500000 Penalty: 5470.569336
	Iteration 49Q: 3 clusters Score -7337400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7337411.500000 Penalty: 5470.569336
	Iteration 50Q: 3 clusters Score -7337412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7337412.500000 Penalty: 5470.569336
	Iteration 51Q: 3 clusters Score -7337412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7337421.000000 Penalty: 5470.569336
	Iteration 52Q: 3 clusters Score -7337421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7337430.000000 Penalty: 5470.569336
	Iteration 53Q: 3 clusters Score -7337430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7337441.500000 Penalty: 5470.569336
	Iteration 54Q: 3 clusters Score -7337442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7337442.000000 Penalty: 5470.569336
	Iteration 55Q: 3 clusters Score -7337442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7337447.000000 Penalty: 5470.569336
	Iteration 56Q: 3 clusters Score -7337447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -7337455.000000 Penalty: 5470.569336
	Iteration 57Q: 3 clusters Score -7337455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7337447.000000 Penalty: 5470.569336
	Iteration 58Q: 3 clusters Score -7337447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7337451.500000 Penalty: 5470.569336
	Iteration 59Q: 3 clusters Score -7337452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7337449.500000 Penalty: 5470.569336
	Iteration 60F: 3 clusters Score -7337450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7337461.000000 Penalty: 5470.569336
	Iteration 61Q: 3 clusters Score -7337461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7337461.000000 Penalty: 5470.569336
	Iteration 62Q: 3 clusters Score -7337461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7337467.000000 Penalty: 5470.569336
	Iteration 63Q: 3 clusters Score -7337467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7337471.000000 Penalty: 5470.569336
	Iteration 64Q: 3 clusters Score -7337471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7337462.500000 Penalty: 5470.569336
	Iteration 65Q: 3 clusters Score -7337462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7337475.500000 Penalty: 5470.569336
	Iteration 66Q: 3 clusters Score -7337476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7337478.000000 Penalty: 5470.569336
	Iteration 67Q: 3 clusters Score -7337478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7337476.500000 Penalty: 5470.569336
	Iteration 68Q: 3 clusters Score -7337476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7337474.500000 Penalty: 5470.569336
	Iteration 69Q: 3 clusters Score -7337474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7337475.500000 Penalty: 5470.569336
	Iteration 70Q: 3 clusters Score -7337476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7337476.500000 Penalty: 5470.569336
	Iteration 71Q: 3 clusters Score -7337476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7337475.500000 Penalty: 5470.569336
	Iteration 72Q: 3 clusters Score -7337476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7337474.500000 Penalty: 5470.569336
	Iteration 73Q: 3 clusters Score -7337474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7337477.000000 Penalty: 5470.569336
	Iteration 74Q: 3 clusters Score -7337477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7337472.000000 Penalty: 5470.569336
	Iteration 75Q: 3 clusters Score -7337472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7337471.500000 Penalty: 5470.569336
	Iteration 76Q: 3 clusters Score -7337472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -7337473.000000 Penalty: 5470.569336
	Iteration 77Q: 3 clusters Score -7337473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -7337468.500000 Penalty: 5470.569336
	Iteration 78Q: 3 clusters Score -7337468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7337470.500000 Penalty: 5470.569336
	Iteration 79Q: 3 clusters Score -7337470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7337468.500000 Penalty: 5470.569336
	Iteration 80F: 3 clusters Score -7337468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7337473.500000 Penalty: 5470.569336
	Iteration 81Q: 3 clusters Score -7337474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7337473.500000 Penalty: 5470.569336
	Iteration 82F: 3 clusters Score -7337474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96270 members 
Entering Unmasked Estep 
Score: -11487563.000000 Penalty: 2845.778076
	Iteration 0F: 2 clusters Score -1.148756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -11423057.000000 Penalty: 5691.556152
	Iteration 0F: 3 clusters Score -1.142306e+07 nChanged 45654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -11449006.000000 Penalty: 5691.556152
	Iteration 1F: 3 clusters Score -1.144901e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -11449808.000000 Penalty: 5691.556152
	Iteration 2Q: 3 clusters Score -1.144981e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -11450875.000000 Penalty: 5691.556152
	Iteration 3Q: 3 clusters Score -1.145088e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -11451994.000000 Penalty: 5691.556152
	Iteration 4Q: 3 clusters Score -1.145199e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -11453242.000000 Penalty: 5691.556152
	Iteration 5Q: 3 clusters Score -1.145324e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -11454673.000000 Penalty: 5691.556152
	Iteration 6Q: 3 clusters Score -1.145467e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -11456252.000000 Penalty: 5691.556152
	Iteration 7Q: 3 clusters Score -1.145625e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -11458092.000000 Penalty: 5691.556152
	Iteration 8Q: 3 clusters Score -1.145809e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -11460288.000000 Penalty: 5691.556152
	Iteration 9F: 3 clusters Score -1.146029e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -11463073.000000 Penalty: 5691.556152
	Iteration 10F: 3 clusters Score -1.146307e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -11466475.000000 Penalty: 5691.556152
	Iteration 11F: 3 clusters Score -1.146648e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -11470419.000000 Penalty: 5691.556152
	Iteration 12F: 3 clusters Score -1.147042e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -11474561.000000 Penalty: 5691.556152
	Iteration 13F: 3 clusters Score -1.147456e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -11478455.000000 Penalty: 5691.556152
	Iteration 14F: 3 clusters Score -1.147846e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -11481393.000000 Penalty: 5691.556152
	Iteration 15Q: 3 clusters Score -1.148139e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
Score: -11483229.000000 Penalty: 5691.556152
	Iteration 16Q: 3 clusters Score -1.148323e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -11484156.000000 Penalty: 5691.556152
	Iteration 17Q: 3 clusters Score -1.148416e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
Score: -11484628.000000 Penalty: 5691.556152
	Iteration 18Q: 3 clusters Score -1.148463e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -11484926.000000 Penalty: 5691.556152
	Iteration 19Q: 3 clusters Score -1.148493e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 94834 members 
Entering Unmasked Estep 
Score: -11485133.000000 Penalty: 5691.556152
	Iteration 20F: 3 clusters Score -1.148513e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 95009 members 
Entering Unmasked Estep 
Score: -11485241.000000 Penalty: 5691.556152
	Iteration 21Q: 3 clusters Score -1.148524e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 95114 members 
Entering Unmasked Estep 
Score: -11485285.000000 Penalty: 5691.556152
	Iteration 22Q: 3 clusters Score -1.148528e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
Score: -11485346.000000 Penalty: 5691.556152
	Iteration 23Q: 3 clusters Score -1.148535e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -11485403.000000 Penalty: 5691.556152
	Iteration 24Q: 3 clusters Score -1.14854e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -11485411.000000 Penalty: 5691.556152
	Iteration 25Q: 3 clusters Score -1.148541e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 95280 members 
Entering Unmasked Estep 
Score: -11485432.000000 Penalty: 5691.556152
	Iteration 26Q: 3 clusters Score -1.148543e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -11485445.000000 Penalty: 5691.556152
	Iteration 27Q: 3 clusters Score -1.148544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 95315 members 
Entering Unmasked Estep 
Score: -11485446.000000 Penalty: 5691.556152
	Iteration 28Q: 3 clusters Score -1.148545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 95319 members 
Entering Unmasked Estep 
Score: -11485429.000000 Penalty: 5691.556152
	Iteration 29Q: 3 clusters Score -1.148543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -11485443.000000 Penalty: 5691.556152
	Iteration 30Q: 3 clusters Score -1.148544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 95324 members 
Entering Unmasked Estep 
Score: -11485444.000000 Penalty: 5691.556152
	Iteration 31Q: 3 clusters Score -1.148544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -11485460.000000 Penalty: 5691.556152
	Iteration 32Q: 3 clusters Score -1.148546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 95334 members 
Entering Unmasked Estep 
Score: -11485457.000000 Penalty: 5691.556152
	Iteration 33Q: 3 clusters Score -1.148546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 95340 members 
Entering Unmasked Estep 
Score: -11485456.000000 Penalty: 5691.556152
	Iteration 34Q: 3 clusters Score -1.148546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 95343 members 
Entering Unmasked Estep 
Score: -11485458.000000 Penalty: 5691.556152
	Iteration 35Q: 3 clusters Score -1.148546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 95344 members 
Entering Unmasked Estep 
Score: -11485463.000000 Penalty: 5691.556152
	Iteration 36Q: 3 clusters Score -1.148546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 95343 members 
Entering Unmasked Estep 
Score: -11485454.000000 Penalty: 5691.556152
	Iteration 37Q: 3 clusters Score -1.148545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 95343 members 
Entering Unmasked Estep 
Score: -11485459.000000 Penalty: 5691.556152
	Iteration 38Q: 3 clusters Score -1.148546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 95343 members 
Entering Unmasked Estep 
Score: -11485459.000000 Penalty: 5691.556152
	Iteration 39F: 3 clusters Score -1.148546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203436 members 
Entering Unmasked Estep 
Score: -24019972.000000 Penalty: 3031.330322
	Iteration 0F: 2 clusters Score -2.401997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101782 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -23887290.000000 Penalty: 6062.660645
	Iteration 0F: 3 clusters Score -2.388729e+07 nChanged 97897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 101299 members 
Entering Unmasked Estep 
Score: -23944346.000000 Penalty: 6062.660645
	Iteration 1F: 3 clusters Score -2.394435e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -23945812.000000 Penalty: 6062.660645
	Iteration 2Q: 3 clusters Score -2.394581e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104625 members 
Mstep: Class 2 contains 98811 members 
Entering Unmasked Estep 
Score: -23947274.000000 Penalty: 6062.660645
	Iteration 3Q: 3 clusters Score -2.394727e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106785 members 
Mstep: Class 2 contains 96651 members 
Entering Unmasked Estep 
Score: -23948982.000000 Penalty: 6062.660645
	Iteration 4Q: 3 clusters Score -2.394898e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109843 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -23951078.000000 Penalty: 6062.660645
	Iteration 5Q: 3 clusters Score -2.395108e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114175 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -23954190.000000 Penalty: 6062.660645
	Iteration 6Q: 3 clusters Score -2.395419e+07 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119994 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -23958240.000000 Penalty: 6062.660645
	Iteration 7Q: 3 clusters Score -2.395824e+07 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127509 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -23964520.000000 Penalty: 6062.660645
	Iteration 8F: 3 clusters Score -2.396452e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136129 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -23972632.000000 Penalty: 6062.660645
	Iteration 9F: 3 clusters Score -2.397263e+07 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144670 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -23981802.000000 Penalty: 6062.660645
	Iteration 10F: 3 clusters Score -2.39818e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151739 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -23989342.000000 Penalty: 6062.660645
	Iteration 11F: 3 clusters Score -2.398934e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156905 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -23993700.000000 Penalty: 6062.660645
	Iteration 12Q: 3 clusters Score -2.39937e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161109 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -23995882.000000 Penalty: 6062.660645
	Iteration 13Q: 3 clusters Score -2.399588e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165015 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -23997284.000000 Penalty: 6062.660645
	Iteration 14Q: 3 clusters Score -2.399728e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -23998874.000000 Penalty: 6062.660645
	Iteration 15Q: 3 clusters Score -2.399887e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172497 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -24000452.000000 Penalty: 6062.660645
	Iteration 16Q: 3 clusters Score -2.400045e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176139 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -24001970.000000 Penalty: 6062.660645
	Iteration 17Q: 3 clusters Score -2.400197e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179599 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -24003486.000000 Penalty: 6062.660645
	Iteration 18Q: 3 clusters Score -2.400349e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182985 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -24005028.000000 Penalty: 6062.660645
	Iteration 19Q: 3 clusters Score -2.400503e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186238 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -24006634.000000 Penalty: 6062.660645
	Iteration 20F: 3 clusters Score -2.400663e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189348 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -24008286.000000 Penalty: 6062.660645
	Iteration 21Q: 3 clusters Score -2.400829e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192156 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -24010078.000000 Penalty: 6062.660645
	Iteration 22Q: 3 clusters Score -2.401008e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194628 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -24011506.000000 Penalty: 6062.660645
	Iteration 23Q: 3 clusters Score -2.401151e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196773 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -24012918.000000 Penalty: 6062.660645
	Iteration 24Q: 3 clusters Score -2.401292e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198589 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -24014032.000000 Penalty: 6062.660645
	Iteration 25Q: 3 clusters Score -2.401403e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199990 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -24014858.000000 Penalty: 6062.660645
	Iteration 26Q: 3 clusters Score -2.401486e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200966 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -24015518.000000 Penalty: 6062.660645
	Iteration 27Q: 3 clusters Score -2.401552e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201691 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -24016102.000000 Penalty: 6062.660645
	Iteration 28Q: 3 clusters Score -2.40161e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202138 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -24016520.000000 Penalty: 6062.660645
	Iteration 29Q: 3 clusters Score -2.401652e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202421 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -24016790.000000 Penalty: 6062.660645
	Iteration 30Q: 3 clusters Score -2.401679e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202593 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -24016932.000000 Penalty: 6062.660645
	Iteration 31Q: 3 clusters Score -2.401693e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202705 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -24016992.000000 Penalty: 6062.660645
	Iteration 32Q: 3 clusters Score -2.401699e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202779 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -24017044.000000 Penalty: 6062.660645
	Iteration 33Q: 3 clusters Score -2.401704e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202831 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -24017102.000000 Penalty: 6062.660645
	Iteration 34Q: 3 clusters Score -2.40171e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202860 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -24017164.000000 Penalty: 6062.660645
	Iteration 35Q: 3 clusters Score -2.401716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202886 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -24017166.000000 Penalty: 6062.660645
	Iteration 36Q: 3 clusters Score -2.401717e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202911 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -24017174.000000 Penalty: 6062.660645
	Iteration 37Q: 3 clusters Score -2.401717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202932 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -24017200.000000 Penalty: 6062.660645
	Iteration 38Q: 3 clusters Score -2.40172e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202940 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -24017198.000000 Penalty: 6062.660645
	Iteration 39Q: 3 clusters Score -2.40172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202949 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -24017212.000000 Penalty: 6062.660645
	Iteration 40F: 3 clusters Score -2.401721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202956 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -24017220.000000 Penalty: 6062.660645
	Iteration 41Q: 3 clusters Score -2.401722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202960 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -24017210.000000 Penalty: 6062.660645
	Iteration 42Q: 3 clusters Score -2.401721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202966 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -24017208.000000 Penalty: 6062.660645
	Iteration 43Q: 3 clusters Score -2.401721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202968 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -24017222.000000 Penalty: 6062.660645
	Iteration 44Q: 3 clusters Score -2.401722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202970 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -24017244.000000 Penalty: 6062.660645
	Iteration 45Q: 3 clusters Score -2.401724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202977 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -24017248.000000 Penalty: 6062.660645
	Iteration 46Q: 3 clusters Score -2.401725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202984 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -24017254.000000 Penalty: 6062.660645
	Iteration 47Q: 3 clusters Score -2.401725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202987 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -24017244.000000 Penalty: 6062.660645
	Iteration 48Q: 3 clusters Score -2.401724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202989 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -24017230.000000 Penalty: 6062.660645
	Iteration 49Q: 3 clusters Score -2.401723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202993 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -24017236.000000 Penalty: 6062.660645
	Iteration 50Q: 3 clusters Score -2.401724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202993 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -24017236.000000 Penalty: 6062.660645
	Iteration 51F: 3 clusters Score -2.401724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Entering Unmasked Estep 
Score: -1167912.750000 Penalty: 2284.040283
	Iteration 0F: 2 clusters Score -1167913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1160318.125000 Penalty: 4568.080566
	Iteration 0F: 3 clusters Score -1160318 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1162663.250000 Penalty: 4568.080566
	Iteration 1F: 3 clusters Score -1162663 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1163162.250000 Penalty: 4568.080566
	Iteration 2F: 3 clusters Score -1163162 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1163590.125000 Penalty: 4568.080566
	Iteration 3F: 3 clusters Score -1163590 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1164024.250000 Penalty: 4568.080566
	Iteration 4F: 3 clusters Score -1164024 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1164430.500000 Penalty: 4568.080566
	Iteration 5F: 3 clusters Score -1164430 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1164785.250000 Penalty: 4568.080566
	Iteration 6F: 3 clusters Score -1164785 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1165113.625000 Penalty: 4568.080566
	Iteration 7Q: 3 clusters Score -1165114 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1165425.000000 Penalty: 4568.080566
	Iteration 8Q: 3 clusters Score -1165425 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1165678.875000 Penalty: 4568.080566
	Iteration 9Q: 3 clusters Score -1165679 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1165890.125000 Penalty: 4568.080566
	Iteration 10Q: 3 clusters Score -1165890 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1166047.125000 Penalty: 4568.080566
	Iteration 11Q: 3 clusters Score -1166047 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1166182.750000 Penalty: 4568.080566
	Iteration 12Q: 3 clusters Score -1166183 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1166278.375000 Penalty: 4568.080566
	Iteration 13Q: 3 clusters Score -1166278 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1166363.375000 Penalty: 4568.080566
	Iteration 14Q: 3 clusters Score -1166363 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1166437.250000 Penalty: 4568.080566
	Iteration 15Q: 3 clusters Score -1166437 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1166492.750000 Penalty: 4568.080566
	Iteration 16Q: 3 clusters Score -1166493 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1166538.375000 Penalty: 4568.080566
	Iteration 17Q: 3 clusters Score -1166538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1166574.375000 Penalty: 4568.080566
	Iteration 18Q: 3 clusters Score -1166574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1166598.750000 Penalty: 4568.080566
	Iteration 19Q: 3 clusters Score -1166599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1166621.375000 Penalty: 4568.080566
	Iteration 20F: 3 clusters Score -1166621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1166637.500000 Penalty: 4568.080566
	Iteration 21Q: 3 clusters Score -1166638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1166648.625000 Penalty: 4568.080566
	Iteration 22Q: 3 clusters Score -1166649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1166660.875000 Penalty: 4568.080566
	Iteration 23Q: 3 clusters Score -1166661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1166679.250000 Penalty: 4568.080566
	Iteration 24Q: 3 clusters Score -1166679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1166697.000000 Penalty: 4568.080566
	Iteration 25Q: 3 clusters Score -1166697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1166704.125000 Penalty: 4568.080566
	Iteration 26Q: 3 clusters Score -1166704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1166702.625000 Penalty: 4568.080566
	Iteration 27Q: 3 clusters Score -1166703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1166708.375000 Penalty: 4568.080566
	Iteration 28Q: 3 clusters Score -1166708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1166711.625000 Penalty: 4568.080566
	Iteration 29Q: 3 clusters Score -1166712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1166712.000000 Penalty: 4568.080566
	Iteration 30Q: 3 clusters Score -1166712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1166714.125000 Penalty: 4568.080566
	Iteration 31Q: 3 clusters Score -1166714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1166717.750000 Penalty: 4568.080566
	Iteration 32Q: 3 clusters Score -1166718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1166717.125000 Penalty: 4568.080566
	Iteration 33Q: 3 clusters Score -1166717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1166716.125000 Penalty: 4568.080566
	Iteration 34Q: 3 clusters Score -1166716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1166716.750000 Penalty: 4568.080566
	Iteration 35Q: 3 clusters Score -1166717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1166719.000000 Penalty: 4568.080566
	Iteration 36Q: 3 clusters Score -1166719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1166723.375000 Penalty: 4568.080566
	Iteration 37Q: 3 clusters Score -1166723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1166726.875000 Penalty: 4568.080566
	Iteration 38Q: 3 clusters Score -1166727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1166729.000000 Penalty: 4568.080566
	Iteration 39Q: 3 clusters Score -1166729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1166728.875000 Penalty: 4568.080566
	Iteration 40F: 3 clusters Score -1166729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Entering Unmasked Estep 
Score: -568877.875000 Penalty: 2096.813232
	Iteration 0F: 2 clusters Score -568877.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -564544.562500 Penalty: 4193.626465
	Iteration 0F: 3 clusters Score -564544.6 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -565561.937500 Penalty: 4193.626465
	Iteration 1F: 3 clusters Score -565561.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -565747.375000 Penalty: 4193.626465
	Iteration 2F: 3 clusters Score -565747.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -565838.187500 Penalty: 4193.626465
	Iteration 3Q: 3 clusters Score -565838.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -565895.062500 Penalty: 4193.626465
	Iteration 4Q: 3 clusters Score -565895.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -565944.312500 Penalty: 4193.626465
	Iteration 5Q: 3 clusters Score -565944.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -565992.375000 Penalty: 4193.626465
	Iteration 6Q: 3 clusters Score -565992.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -566036.312500 Penalty: 4193.626465
	Iteration 7Q: 3 clusters Score -566036.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -566082.125000 Penalty: 4193.626465
	Iteration 8Q: 3 clusters Score -566082.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -566130.375000 Penalty: 4193.626465
	Iteration 9Q: 3 clusters Score -566130.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -566178.500000 Penalty: 4193.626465
	Iteration 10Q: 3 clusters Score -566178.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -566235.562500 Penalty: 4193.626465
	Iteration 11Q: 3 clusters Score -566235.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -566306.750000 Penalty: 4193.626465
	Iteration 12Q: 3 clusters Score -566306.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -566393.312500 Penalty: 4193.626465
	Iteration 13Q: 3 clusters Score -566393.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -566486.125000 Penalty: 4193.626465
	Iteration 14Q: 3 clusters Score -566486.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -566598.500000 Penalty: 4193.626465
	Iteration 15Q: 3 clusters Score -566598.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -566708.375000 Penalty: 4193.626465
	Iteration 16Q: 3 clusters Score -566708.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -566817.437500 Penalty: 4193.626465
	Iteration 17Q: 3 clusters Score -566817.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -566902.437500 Penalty: 4193.626465
	Iteration 18Q: 3 clusters Score -566902.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -566972.812500 Penalty: 4193.626465
	Iteration 19Q: 3 clusters Score -566972.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -567015.375000 Penalty: 4193.626465
	Iteration 20F: 3 clusters Score -567015.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -567044.562500 Penalty: 4193.626465
	Iteration 21Q: 3 clusters Score -567044.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -567065.500000 Penalty: 4193.626465
	Iteration 22Q: 3 clusters Score -567065.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -567084.687500 Penalty: 4193.626465
	Iteration 23Q: 3 clusters Score -567084.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -567094.500000 Penalty: 4193.626465
	Iteration 24Q: 3 clusters Score -567094.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -567105.500000 Penalty: 4193.626465
	Iteration 25Q: 3 clusters Score -567105.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -567112.125000 Penalty: 4193.626465
	Iteration 26Q: 3 clusters Score -567112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -567119.875000 Penalty: 4193.626465
	Iteration 27Q: 3 clusters Score -567119.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -567126.687500 Penalty: 4193.626465
	Iteration 28Q: 3 clusters Score -567126.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -567132.687500 Penalty: 4193.626465
	Iteration 29Q: 3 clusters Score -567132.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -567138.375000 Penalty: 4193.626465
	Iteration 30Q: 3 clusters Score -567138.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -567145.500000 Penalty: 4193.626465
	Iteration 31Q: 3 clusters Score -567145.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -567150.312500 Penalty: 4193.626465
	Iteration 32Q: 3 clusters Score -567150.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -567152.125000 Penalty: 4193.626465
	Iteration 33Q: 3 clusters Score -567152.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -567153.125000 Penalty: 4193.626465
	Iteration 34Q: 3 clusters Score -567153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -567155.000000 Penalty: 4193.626465
	Iteration 35Q: 3 clusters Score -567155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -567155.187500 Penalty: 4193.626465
	Iteration 36Q: 3 clusters Score -567155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -567155.187500 Penalty: 4193.626465
	Iteration 37F: 3 clusters Score -567155.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Entering Unmasked Estep 
Score: -5494706.500000 Penalty: 2661.767578
	Iteration 0F: 2 clusters Score -5494706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -5463737.500000 Penalty: 5323.535156
	Iteration 0F: 3 clusters Score -5463738 nChanged 21115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -5475516.000000 Penalty: 5323.535156
	Iteration 1F: 3 clusters Score -5475516 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -5476123.500000 Penalty: 5323.535156
	Iteration 2Q: 3 clusters Score -5476124 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -5476812.000000 Penalty: 5323.535156
	Iteration 3Q: 3 clusters Score -5476812 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -5477621.000000 Penalty: 5323.535156
	Iteration 4Q: 3 clusters Score -5477621 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -5478762.500000 Penalty: 5323.535156
	Iteration 5F: 3 clusters Score -5478762 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -5480534.000000 Penalty: 5323.535156
	Iteration 6F: 3 clusters Score -5480534 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -5483121.500000 Penalty: 5323.535156
	Iteration 7F: 3 clusters Score -5483122 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -5486560.500000 Penalty: 5323.535156
	Iteration 8F: 3 clusters Score -5486560 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -5489677.000000 Penalty: 5323.535156
	Iteration 9F: 3 clusters Score -5489677 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -5491448.000000 Penalty: 5323.535156
	Iteration 10Q: 3 clusters Score -5491448 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -5492082.500000 Penalty: 5323.535156
	Iteration 11Q: 3 clusters Score -5492082 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -5492359.000000 Penalty: 5323.535156
	Iteration 12Q: 3 clusters Score -5492359 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -5492537.000000 Penalty: 5323.535156
	Iteration 13Q: 3 clusters Score -5492537 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -5492647.500000 Penalty: 5323.535156
	Iteration 14Q: 3 clusters Score -5492648 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -5492733.500000 Penalty: 5323.535156
	Iteration 15Q: 3 clusters Score -5492734 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -5492798.000000 Penalty: 5323.535156
	Iteration 16Q: 3 clusters Score -5492798 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -5492853.000000 Penalty: 5323.535156
	Iteration 17Q: 3 clusters Score -5492853 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -5492912.000000 Penalty: 5323.535156
	Iteration 18Q: 3 clusters Score -5492912 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -5492948.500000 Penalty: 5323.535156
	Iteration 19Q: 3 clusters Score -5492948 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -5492986.500000 Penalty: 5323.535156
	Iteration 20F: 3 clusters Score -5492986 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -5493009.500000 Penalty: 5323.535156
	Iteration 21Q: 3 clusters Score -5493010 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -5493041.000000 Penalty: 5323.535156
	Iteration 22Q: 3 clusters Score -5493041 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -5493059.500000 Penalty: 5323.535156
	Iteration 23Q: 3 clusters Score -5493060 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -5493075.500000 Penalty: 5323.535156
	Iteration 24Q: 3 clusters Score -5493076 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -5493096.000000 Penalty: 5323.535156
	Iteration 25Q: 3 clusters Score -5493096 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -5493123.000000 Penalty: 5323.535156
	Iteration 26Q: 3 clusters Score -5493123 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -5493150.500000 Penalty: 5323.535156
	Iteration 27Q: 3 clusters Score -5493150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -5493169.500000 Penalty: 5323.535156
	Iteration 28Q: 3 clusters Score -5493170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -5493189.500000 Penalty: 5323.535156
	Iteration 29Q: 3 clusters Score -5493190 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5493197.500000 Penalty: 5323.535156
	Iteration 30Q: 3 clusters Score -5493198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -5493188.000000 Penalty: 5323.535156
	Iteration 31Q: 3 clusters Score -5493188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -5493186.500000 Penalty: 5323.535156
	Iteration 32Q: 3 clusters Score -5493186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -5493193.500000 Penalty: 5323.535156
	Iteration 33Q: 3 clusters Score -5493194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -5493203.000000 Penalty: 5323.535156
	Iteration 34Q: 3 clusters Score -5493203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5493222.500000 Penalty: 5323.535156
	Iteration 35Q: 3 clusters Score -5493222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -5493229.500000 Penalty: 5323.535156
	Iteration 36Q: 3 clusters Score -5493230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -5493234.000000 Penalty: 5323.535156
	Iteration 37Q: 3 clusters Score -5493234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -5493226.000000 Penalty: 5323.535156
	Iteration 38Q: 3 clusters Score -5493226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -5493242.000000 Penalty: 5323.535156
	Iteration 39Q: 3 clusters Score -5493242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -5493245.000000 Penalty: 5323.535156
	Iteration 40F: 3 clusters Score -5493245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -5493258.000000 Penalty: 5323.535156
	Iteration 41Q: 3 clusters Score -5493258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5493255.000000 Penalty: 5323.535156
	Iteration 42Q: 3 clusters Score -5493255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -5493271.000000 Penalty: 5323.535156
	Iteration 43Q: 3 clusters Score -5493271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -5493280.000000 Penalty: 5323.535156
	Iteration 44Q: 3 clusters Score -5493280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -5493292.000000 Penalty: 5323.535156
	Iteration 45Q: 3 clusters Score -5493292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -5493307.500000 Penalty: 5323.535156
	Iteration 46Q: 3 clusters Score -5493308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5493302.500000 Penalty: 5323.535156
	Iteration 47Q: 3 clusters Score -5493302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -5493322.500000 Penalty: 5323.535156
	Iteration 48Q: 3 clusters Score -5493322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -5493327.000000 Penalty: 5323.535156
	Iteration 49Q: 3 clusters Score -5493327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -5493335.500000 Penalty: 5323.535156
	Iteration 50Q: 3 clusters Score -5493336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -5493332.500000 Penalty: 5323.535156
	Iteration 51Q: 3 clusters Score -5493332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -5493327.500000 Penalty: 5323.535156
	Iteration 52Q: 3 clusters Score -5493328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -5493340.000000 Penalty: 5323.535156
	Iteration 53Q: 3 clusters Score -5493340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5493334.500000 Penalty: 5323.535156
	Iteration 54Q: 3 clusters Score -5493334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -5493343.000000 Penalty: 5323.535156
	Iteration 55Q: 3 clusters Score -5493343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -5493347.500000 Penalty: 5323.535156
	Iteration 56Q: 3 clusters Score -5493348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -5493347.000000 Penalty: 5323.535156
	Iteration 57Q: 3 clusters Score -5493347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -5493358.500000 Penalty: 5323.535156
	Iteration 58Q: 3 clusters Score -5493358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -5493345.000000 Penalty: 5323.535156
	Iteration 59Q: 3 clusters Score -5493345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -5493345.000000 Penalty: 5323.535156
	Iteration 60F: 3 clusters Score -5493345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5493345.500000 Penalty: 5323.535156
	Iteration 61Q: 3 clusters Score -5493346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5493350.000000 Penalty: 5323.535156
	Iteration 62Q: 3 clusters Score -5493350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -5493350.500000 Penalty: 5323.535156
	Iteration 63Q: 3 clusters Score -5493350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5493357.500000 Penalty: 5323.535156
	Iteration 64Q: 3 clusters Score -5493358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -5493353.500000 Penalty: 5323.535156
	Iteration 65Q: 3 clusters Score -5493354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5493352.500000 Penalty: 5323.535156
	Iteration 66Q: 3 clusters Score -5493352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -5493357.000000 Penalty: 5323.535156
	Iteration 67Q: 3 clusters Score -5493357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -5493356.000000 Penalty: 5323.535156
	Iteration 68Q: 3 clusters Score -5493356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -5493354.500000 Penalty: 5323.535156
	Iteration 69Q: 3 clusters Score -5493354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5493358.000000 Penalty: 5323.535156
	Iteration 70Q: 3 clusters Score -5493358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5493347.500000 Penalty: 5323.535156
	Iteration 71Q: 3 clusters Score -5493348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -5493354.000000 Penalty: 5323.535156
	Iteration 72Q: 3 clusters Score -5493354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -5493353.500000 Penalty: 5323.535156
	Iteration 73Q: 3 clusters Score -5493354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5493364.500000 Penalty: 5323.535156
	Iteration 74Q: 3 clusters Score -5493364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -5493360.000000 Penalty: 5323.535156
	Iteration 75Q: 3 clusters Score -5493360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5493365.000000 Penalty: 5323.535156
	Iteration 76Q: 3 clusters Score -5493365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -5493361.000000 Penalty: 5323.535156
	Iteration 77Q: 3 clusters Score -5493361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5493360.500000 Penalty: 5323.535156
	Iteration 78Q: 3 clusters Score -5493360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5493361.000000 Penalty: 5323.535156
	Iteration 79Q: 3 clusters Score -5493361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5493359.000000 Penalty: 5323.535156
	Iteration 80F: 3 clusters Score -5493359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5493358.000000 Penalty: 5323.535156
	Iteration 81Q: 3 clusters Score -5493358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5493361.000000 Penalty: 5323.535156
	Iteration 82Q: 3 clusters Score -5493361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5493361.500000 Penalty: 5323.535156
	Iteration 83Q: 3 clusters Score -5493362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -5493360.500000 Penalty: 5323.535156
	Iteration 84Q: 3 clusters Score -5493360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -5493361.500000 Penalty: 5323.535156
	Iteration 85Q: 3 clusters Score -5493362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -5493361.500000 Penalty: 5323.535156
	Iteration 86F: 3 clusters Score -5493362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Entering Unmasked Estep 
Score: -569774.875000 Penalty: 2122.181396
	Iteration 0F: 2 clusters Score -569774.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -565208.875000 Penalty: 4244.362793
	Iteration 0F: 3 clusters Score -565208.9 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -566514.125000 Penalty: 4244.362793
	Iteration 1F: 3 clusters Score -566514.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -566845.125000 Penalty: 4244.362793
	Iteration 2F: 3 clusters Score -566845.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -567037.125000 Penalty: 4244.362793
	Iteration 3F: 3 clusters Score -567037.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -567204.625000 Penalty: 4244.362793
	Iteration 4Q: 3 clusters Score -567204.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -567370.750000 Penalty: 4244.362793
	Iteration 5Q: 3 clusters Score -567370.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -567520.187500 Penalty: 4244.362793
	Iteration 6Q: 3 clusters Score -567520.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -567684.812500 Penalty: 4244.362793
	Iteration 7Q: 3 clusters Score -567684.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -567875.750000 Penalty: 4244.362793
	Iteration 8Q: 3 clusters Score -567875.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -568136.312500 Penalty: 4244.362793
	Iteration 9Q: 3 clusters Score -568136.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -568367.375000 Penalty: 4244.362793
	Iteration 10Q: 3 clusters Score -568367.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -568506.937500 Penalty: 4244.362793
	Iteration 11Q: 3 clusters Score -568506.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -568593.062500 Penalty: 4244.362793
	Iteration 12Q: 3 clusters Score -568593.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -568647.875000 Penalty: 4244.362793
	Iteration 13Q: 3 clusters Score -568647.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -568683.812500 Penalty: 4244.362793
	Iteration 14Q: 3 clusters Score -568683.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -568714.312500 Penalty: 4244.362793
	Iteration 15Q: 3 clusters Score -568714.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -568730.125000 Penalty: 4244.362793
	Iteration 16Q: 3 clusters Score -568730.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -568740.875000 Penalty: 4244.362793
	Iteration 17Q: 3 clusters Score -568740.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -568750.875000 Penalty: 4244.362793
	Iteration 18Q: 3 clusters Score -568750.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -568759.187500 Penalty: 4244.362793
	Iteration 19Q: 3 clusters Score -568759.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -568766.187500 Penalty: 4244.362793
	Iteration 20F: 3 clusters Score -568766.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -568772.500000 Penalty: 4244.362793
	Iteration 21Q: 3 clusters Score -568772.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -568778.812500 Penalty: 4244.362793
	Iteration 22Q: 3 clusters Score -568778.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -568794.812500 Penalty: 4244.362793
	Iteration 23Q: 3 clusters Score -568794.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -568811.875000 Penalty: 4244.362793
	Iteration 24Q: 3 clusters Score -568811.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -568829.187500 Penalty: 4244.362793
	Iteration 25Q: 3 clusters Score -568829.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -568843.000000 Penalty: 4244.362793
	Iteration 26Q: 3 clusters Score -568843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -568849.187500 Penalty: 4244.362793
	Iteration 27Q: 3 clusters Score -568849.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -568852.875000 Penalty: 4244.362793
	Iteration 28Q: 3 clusters Score -568852.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -568859.375000 Penalty: 4244.362793
	Iteration 29Q: 3 clusters Score -568859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -568861.562500 Penalty: 4244.362793
	Iteration 30Q: 3 clusters Score -568861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -568862.437500 Penalty: 4244.362793
	Iteration 31Q: 3 clusters Score -568862.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -568864.125000 Penalty: 4244.362793
	Iteration 32Q: 3 clusters Score -568864.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -568865.750000 Penalty: 4244.362793
	Iteration 33Q: 3 clusters Score -568865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -568866.687500 Penalty: 4244.362793
	Iteration 34Q: 3 clusters Score -568866.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -568868.125000 Penalty: 4244.362793
	Iteration 35Q: 3 clusters Score -568868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -568868.000000 Penalty: 4244.362793
	Iteration 36Q: 3 clusters Score -568868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -568868.000000 Penalty: 4244.362793
	Iteration 37F: 3 clusters Score -568868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Entering Unmasked Estep 
Score: -1343991.000000 Penalty: 2316.724609
	Iteration 0F: 2 clusters Score -1343991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1335504.875000 Penalty: 4633.449219
	Iteration 0F: 3 clusters Score -1335505 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1337968.000000 Penalty: 4633.449219
	Iteration 1F: 3 clusters Score -1337968 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1338296.000000 Penalty: 4633.449219
	Iteration 2F: 3 clusters Score -1338296 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1338559.375000 Penalty: 4633.449219
	Iteration 3F: 3 clusters Score -1338559 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1338753.375000 Penalty: 4633.449219
	Iteration 4Q: 3 clusters Score -1338753 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1338919.125000 Penalty: 4633.449219
	Iteration 5Q: 3 clusters Score -1338919 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1339056.000000 Penalty: 4633.449219
	Iteration 6Q: 3 clusters Score -1339056 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1339197.125000 Penalty: 4633.449219
	Iteration 7Q: 3 clusters Score -1339197 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1339345.375000 Penalty: 4633.449219
	Iteration 8Q: 3 clusters Score -1339345 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1339514.875000 Penalty: 4633.449219
	Iteration 9Q: 3 clusters Score -1339515 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1339698.375000 Penalty: 4633.449219
	Iteration 10Q: 3 clusters Score -1339698 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1339875.125000 Penalty: 4633.449219
	Iteration 11Q: 3 clusters Score -1339875 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1340085.000000 Penalty: 4633.449219
	Iteration 12Q: 3 clusters Score -1340085 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1340329.375000 Penalty: 4633.449219
	Iteration 13Q: 3 clusters Score -1340329 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1340602.625000 Penalty: 4633.449219
	Iteration 14Q: 3 clusters Score -1340603 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1340873.500000 Penalty: 4633.449219
	Iteration 15Q: 3 clusters Score -1340874 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1341158.750000 Penalty: 4633.449219
	Iteration 16Q: 3 clusters Score -1341159 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1341411.500000 Penalty: 4633.449219
	Iteration 17Q: 3 clusters Score -1341412 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1341612.750000 Penalty: 4633.449219
	Iteration 18Q: 3 clusters Score -1341613 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1341767.875000 Penalty: 4633.449219
	Iteration 19Q: 3 clusters Score -1341768 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1341855.625000 Penalty: 4633.449219
	Iteration 20F: 3 clusters Score -1341856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1341906.625000 Penalty: 4633.449219
	Iteration 21Q: 3 clusters Score -1341907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1341939.625000 Penalty: 4633.449219
	Iteration 22Q: 3 clusters Score -1341940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1341956.875000 Penalty: 4633.449219
	Iteration 23Q: 3 clusters Score -1341957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1341968.750000 Penalty: 4633.449219
	Iteration 24Q: 3 clusters Score -1341969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1341977.625000 Penalty: 4633.449219
	Iteration 25Q: 3 clusters Score -1341978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1341981.625000 Penalty: 4633.449219
	Iteration 26Q: 3 clusters Score -1341982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1341990.000000 Penalty: 4633.449219
	Iteration 27Q: 3 clusters Score -1341990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1341997.250000 Penalty: 4633.449219
	Iteration 28Q: 3 clusters Score -1341997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1341999.500000 Penalty: 4633.449219
	Iteration 29Q: 3 clusters Score -1342000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1341998.500000 Penalty: 4633.449219
	Iteration 30Q: 3 clusters Score -1341998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1342006.750000 Penalty: 4633.449219
	Iteration 31Q: 3 clusters Score -1342007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1342011.250000 Penalty: 4633.449219
	Iteration 32Q: 3 clusters Score -1342011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1342015.500000 Penalty: 4633.449219
	Iteration 33Q: 3 clusters Score -1342016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1342021.875000 Penalty: 4633.449219
	Iteration 34Q: 3 clusters Score -1342022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1342024.750000 Penalty: 4633.449219
	Iteration 35Q: 3 clusters Score -1342025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1342029.125000 Penalty: 4633.449219
	Iteration 36Q: 3 clusters Score -1342029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1342036.875000 Penalty: 4633.449219
	Iteration 37Q: 3 clusters Score -1342037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1342041.875000 Penalty: 4633.449219
	Iteration 38Q: 3 clusters Score -1342042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1342046.375000 Penalty: 4633.449219
	Iteration 39Q: 3 clusters Score -1342046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1342048.250000 Penalty: 4633.449219
	Iteration 40F: 3 clusters Score -1342048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1342049.250000 Penalty: 4633.449219
	Iteration 41Q: 3 clusters Score -1342049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1342052.125000 Penalty: 4633.449219
	Iteration 42Q: 3 clusters Score -1342052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1342054.625000 Penalty: 4633.449219
	Iteration 43Q: 3 clusters Score -1342055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1342059.375000 Penalty: 4633.449219
	Iteration 44Q: 3 clusters Score -1342059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1342062.000000 Penalty: 4633.449219
	Iteration 45Q: 3 clusters Score -1342062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1342062.000000 Penalty: 4633.449219
	Iteration 46Q: 3 clusters Score -1342062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1342062.000000 Penalty: 4633.449219
	Iteration 47F: 3 clusters Score -1342062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Entering Unmasked Estep 
Score: -4597512.500000 Penalty: 2616.922852
	Iteration 0F: 2 clusters Score -4597512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -4571720.000000 Penalty: 5233.845703
	Iteration 0F: 3 clusters Score -4571720 nChanged 17259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -4581358.000000 Penalty: 5233.845703
	Iteration 1F: 3 clusters Score -4581358 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4582018.500000 Penalty: 5233.845703
	Iteration 2Q: 3 clusters Score -4582018 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -4582779.000000 Penalty: 5233.845703
	Iteration 3Q: 3 clusters Score -4582779 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4583653.500000 Penalty: 5233.845703
	Iteration 4F: 3 clusters Score -4583654 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -4584687.500000 Penalty: 5233.845703
	Iteration 5F: 3 clusters Score -4584688 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -4585872.500000 Penalty: 5233.845703
	Iteration 6F: 3 clusters Score -4585872 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -4587277.500000 Penalty: 5233.845703
	Iteration 7F: 3 clusters Score -4587278 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -4588762.000000 Penalty: 5233.845703
	Iteration 8F: 3 clusters Score -4588762 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -4590159.000000 Penalty: 5233.845703
	Iteration 9F: 3 clusters Score -4590159 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -4591196.000000 Penalty: 5233.845703
	Iteration 10Q: 3 clusters Score -4591196 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -4591809.000000 Penalty: 5233.845703
	Iteration 11Q: 3 clusters Score -4591809 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -4592165.500000 Penalty: 5233.845703
	Iteration 12Q: 3 clusters Score -4592166 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -4592413.500000 Penalty: 5233.845703
	Iteration 13Q: 3 clusters Score -4592414 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -4592551.500000 Penalty: 5233.845703
	Iteration 14Q: 3 clusters Score -4592552 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -4592713.500000 Penalty: 5233.845703
	Iteration 15Q: 3 clusters Score -4592714 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -4592838.000000 Penalty: 5233.845703
	Iteration 16Q: 3 clusters Score -4592838 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -4592975.500000 Penalty: 5233.845703
	Iteration 17Q: 3 clusters Score -4592976 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -4593125.000000 Penalty: 5233.845703
	Iteration 18Q: 3 clusters Score -4593125 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -4593244.500000 Penalty: 5233.845703
	Iteration 19Q: 3 clusters Score -4593244 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -4593382.000000 Penalty: 5233.845703
	Iteration 20F: 3 clusters Score -4593382 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -4593498.500000 Penalty: 5233.845703
	Iteration 21Q: 3 clusters Score -4593498 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -4593607.500000 Penalty: 5233.845703
	Iteration 22Q: 3 clusters Score -4593608 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4593728.500000 Penalty: 5233.845703
	Iteration 23Q: 3 clusters Score -4593728 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -4593849.500000 Penalty: 5233.845703
	Iteration 24Q: 3 clusters Score -4593850 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4593961.500000 Penalty: 5233.845703
	Iteration 25Q: 3 clusters Score -4593962 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -4594083.500000 Penalty: 5233.845703
	Iteration 26Q: 3 clusters Score -4594084 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -4594189.500000 Penalty: 5233.845703
	Iteration 27Q: 3 clusters Score -4594190 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -4594248.500000 Penalty: 5233.845703
	Iteration 28Q: 3 clusters Score -4594248 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4594316.000000 Penalty: 5233.845703
	Iteration 29Q: 3 clusters Score -4594316 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -4594377.500000 Penalty: 5233.845703
	Iteration 30Q: 3 clusters Score -4594378 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -4594456.000000 Penalty: 5233.845703
	Iteration 31Q: 3 clusters Score -4594456 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -4594533.500000 Penalty: 5233.845703
	Iteration 32Q: 3 clusters Score -4594534 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4594608.000000 Penalty: 5233.845703
	Iteration 33Q: 3 clusters Score -4594608 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -4594658.500000 Penalty: 5233.845703
	Iteration 34Q: 3 clusters Score -4594658 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -4594737.500000 Penalty: 5233.845703
	Iteration 35Q: 3 clusters Score -4594738 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -4594797.000000 Penalty: 5233.845703
	Iteration 36Q: 3 clusters Score -4594797 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -4594839.500000 Penalty: 5233.845703
	Iteration 37Q: 3 clusters Score -4594840 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4594876.000000 Penalty: 5233.845703
	Iteration 38Q: 3 clusters Score -4594876 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -4594930.500000 Penalty: 5233.845703
	Iteration 39Q: 3 clusters Score -4594930 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4594985.500000 Penalty: 5233.845703
	Iteration 40F: 3 clusters Score -4594986 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -4594995.000000 Penalty: 5233.845703
	Iteration 41Q: 3 clusters Score -4594995 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -4595017.500000 Penalty: 5233.845703
	Iteration 42Q: 3 clusters Score -4595018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -4595045.500000 Penalty: 5233.845703
	Iteration 43Q: 3 clusters Score -4595046 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -4595062.000000 Penalty: 5233.845703
	Iteration 44Q: 3 clusters Score -4595062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -4595083.500000 Penalty: 5233.845703
	Iteration 45Q: 3 clusters Score -4595084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4595098.000000 Penalty: 5233.845703
	Iteration 46Q: 3 clusters Score -4595098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -4595103.000000 Penalty: 5233.845703
	Iteration 47Q: 3 clusters Score -4595103 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -4595113.500000 Penalty: 5233.845703
	Iteration 48Q: 3 clusters Score -4595114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -4595136.000000 Penalty: 5233.845703
	Iteration 49Q: 3 clusters Score -4595136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -4595135.000000 Penalty: 5233.845703
	Iteration 50Q: 3 clusters Score -4595135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -4595150.500000 Penalty: 5233.845703
	Iteration 51Q: 3 clusters Score -4595150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -4595161.000000 Penalty: 5233.845703
	Iteration 52Q: 3 clusters Score -4595161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -4595161.000000 Penalty: 5233.845703
	Iteration 53Q: 3 clusters Score -4595161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4595163.500000 Penalty: 5233.845703
	Iteration 54Q: 3 clusters Score -4595164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4595169.500000 Penalty: 5233.845703
	Iteration 55Q: 3 clusters Score -4595170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4595171.500000 Penalty: 5233.845703
	Iteration 56Q: 3 clusters Score -4595172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -4595167.000000 Penalty: 5233.845703
	Iteration 57Q: 3 clusters Score -4595167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -4595173.000000 Penalty: 5233.845703
	Iteration 58Q: 3 clusters Score -4595173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4595177.000000 Penalty: 5233.845703
	Iteration 59Q: 3 clusters Score -4595177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -4595181.000000 Penalty: 5233.845703
	Iteration 60F: 3 clusters Score -4595181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -4595183.000000 Penalty: 5233.845703
	Iteration 61Q: 3 clusters Score -4595183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -4595191.500000 Penalty: 5233.845703
	Iteration 62Q: 3 clusters Score -4595192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -4595198.000000 Penalty: 5233.845703
	Iteration 63Q: 3 clusters Score -4595198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -4595196.000000 Penalty: 5233.845703
	Iteration 64Q: 3 clusters Score -4595196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -4595212.000000 Penalty: 5233.845703
	Iteration 65Q: 3 clusters Score -4595212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -4595207.500000 Penalty: 5233.845703
	Iteration 66Q: 3 clusters Score -4595208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -4595213.000000 Penalty: 5233.845703
	Iteration 67Q: 3 clusters Score -4595213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -4595220.000000 Penalty: 5233.845703
	Iteration 68Q: 3 clusters Score -4595220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -4595213.000000 Penalty: 5233.845703
	Iteration 69Q: 3 clusters Score -4595213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -4595223.000000 Penalty: 5233.845703
	Iteration 70Q: 3 clusters Score -4595223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -4595230.000000 Penalty: 5233.845703
	Iteration 71Q: 3 clusters Score -4595230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -4595238.500000 Penalty: 5233.845703
	Iteration 72Q: 3 clusters Score -4595238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -4595242.000000 Penalty: 5233.845703
	Iteration 73Q: 3 clusters Score -4595242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -4595236.000000 Penalty: 5233.845703
	Iteration 74Q: 3 clusters Score -4595236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -4595229.500000 Penalty: 5233.845703
	Iteration 75Q: 3 clusters Score -4595230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -4595248.500000 Penalty: 5233.845703
	Iteration 76Q: 3 clusters Score -4595248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -4595253.500000 Penalty: 5233.845703
	Iteration 77Q: 3 clusters Score -4595254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -4595257.000000 Penalty: 5233.845703
	Iteration 78Q: 3 clusters Score -4595257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -4595253.000000 Penalty: 5233.845703
	Iteration 79Q: 3 clusters Score -4595253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -4595261.000000 Penalty: 5233.845703
	Iteration 80F: 3 clusters Score -4595261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -4595267.000000 Penalty: 5233.845703
	Iteration 81Q: 3 clusters Score -4595267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -4595271.000000 Penalty: 5233.845703
	Iteration 82Q: 3 clusters Score -4595271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4595280.500000 Penalty: 5233.845703
	Iteration 83Q: 3 clusters Score -4595280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -4595289.000000 Penalty: 5233.845703
	Iteration 84Q: 3 clusters Score -4595289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -4595298.000000 Penalty: 5233.845703
	Iteration 85Q: 3 clusters Score -4595298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -4595300.500000 Penalty: 5233.845703
	Iteration 86Q: 3 clusters Score -4595300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -4595301.500000 Penalty: 5233.845703
	Iteration 87Q: 3 clusters Score -4595302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -4595305.000000 Penalty: 5233.845703
	Iteration 88Q: 3 clusters Score -4595305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -4595304.500000 Penalty: 5233.845703
	Iteration 89Q: 3 clusters Score -4595304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -4595300.500000 Penalty: 5233.845703
	Iteration 90Q: 3 clusters Score -4595300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -4595298.500000 Penalty: 5233.845703
	Iteration 91Q: 3 clusters Score -4595298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4595298.500000 Penalty: 5233.845703
	Iteration 92Q: 3 clusters Score -4595298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4595300.000000 Penalty: 5233.845703
	Iteration 93Q: 3 clusters Score -4595300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4595300.000000 Penalty: 5233.845703
	Iteration 94F: 3 clusters Score -4595300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Entering Unmasked Estep 
Score: -1538567.750000 Penalty: 2352.396240
	Iteration 0F: 2 clusters Score -1538568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1528869.125000 Penalty: 4704.792480
	Iteration 0F: 3 clusters Score -1528869 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1532091.000000 Penalty: 4704.792480
	Iteration 1F: 3 clusters Score -1532091 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1532528.500000 Penalty: 4704.792480
	Iteration 2F: 3 clusters Score -1532528 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1532878.875000 Penalty: 4704.792480
	Iteration 3F: 3 clusters Score -1532879 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1533192.375000 Penalty: 4704.792480
	Iteration 4Q: 3 clusters Score -1533192 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1533447.250000 Penalty: 4704.792480
	Iteration 5Q: 3 clusters Score -1533447 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1533721.875000 Penalty: 4704.792480
	Iteration 6Q: 3 clusters Score -1533722 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1533993.375000 Penalty: 4704.792480
	Iteration 7Q: 3 clusters Score -1533993 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1534252.375000 Penalty: 4704.792480
	Iteration 8Q: 3 clusters Score -1534252 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1534491.375000 Penalty: 4704.792480
	Iteration 9Q: 3 clusters Score -1534491 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1534740.500000 Penalty: 4704.792480
	Iteration 10Q: 3 clusters Score -1534740 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1534978.125000 Penalty: 4704.792480
	Iteration 11Q: 3 clusters Score -1534978 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1535234.250000 Penalty: 4704.792480
	Iteration 12Q: 3 clusters Score -1535234 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1535522.500000 Penalty: 4704.792480
	Iteration 13Q: 3 clusters Score -1535522 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1535802.625000 Penalty: 4704.792480
	Iteration 14Q: 3 clusters Score -1535803 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1536051.250000 Penalty: 4704.792480
	Iteration 15Q: 3 clusters Score -1536051 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1536269.875000 Penalty: 4704.792480
	Iteration 16Q: 3 clusters Score -1536270 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1536449.875000 Penalty: 4704.792480
	Iteration 17Q: 3 clusters Score -1536450 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1536559.250000 Penalty: 4704.792480
	Iteration 18Q: 3 clusters Score -1536559 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1536643.875000 Penalty: 4704.792480
	Iteration 19Q: 3 clusters Score -1536644 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1536697.000000 Penalty: 4704.792480
	Iteration 20F: 3 clusters Score -1536697 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1536741.375000 Penalty: 4704.792480
	Iteration 21Q: 3 clusters Score -1536741 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1536774.750000 Penalty: 4704.792480
	Iteration 22Q: 3 clusters Score -1536775 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1536813.125000 Penalty: 4704.792480
	Iteration 23Q: 3 clusters Score -1536813 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1536845.750000 Penalty: 4704.792480
	Iteration 24Q: 3 clusters Score -1536846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1536881.125000 Penalty: 4704.792480
	Iteration 25Q: 3 clusters Score -1536881 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1536909.875000 Penalty: 4704.792480
	Iteration 26Q: 3 clusters Score -1536910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1536936.000000 Penalty: 4704.792480
	Iteration 27Q: 3 clusters Score -1536936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1536955.750000 Penalty: 4704.792480
	Iteration 28Q: 3 clusters Score -1536956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1536973.750000 Penalty: 4704.792480
	Iteration 29Q: 3 clusters Score -1536974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1536986.875000 Penalty: 4704.792480
	Iteration 30Q: 3 clusters Score -1536987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1537003.000000 Penalty: 4704.792480
	Iteration 31Q: 3 clusters Score -1537003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1537022.250000 Penalty: 4704.792480
	Iteration 32Q: 3 clusters Score -1537022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1537038.375000 Penalty: 4704.792480
	Iteration 33Q: 3 clusters Score -1537038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1537043.750000 Penalty: 4704.792480
	Iteration 34Q: 3 clusters Score -1537044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1537051.125000 Penalty: 4704.792480
	Iteration 35Q: 3 clusters Score -1537051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1537048.000000 Penalty: 4704.792480
	Iteration 36Q: 3 clusters Score -1537048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1537056.375000 Penalty: 4704.792480
	Iteration 37Q: 3 clusters Score -1537056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1537053.000000 Penalty: 4704.792480
	Iteration 38Q: 3 clusters Score -1537053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1537055.750000 Penalty: 4704.792480
	Iteration 39Q: 3 clusters Score -1537056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1537058.625000 Penalty: 4704.792480
	Iteration 40F: 3 clusters Score -1537059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1537061.625000 Penalty: 4704.792480
	Iteration 41Q: 3 clusters Score -1537062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1537062.000000 Penalty: 4704.792480
	Iteration 42Q: 3 clusters Score -1537062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1537065.125000 Penalty: 4704.792480
	Iteration 43Q: 3 clusters Score -1537065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1537067.250000 Penalty: 4704.792480
	Iteration 44Q: 3 clusters Score -1537067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1537069.125000 Penalty: 4704.792480
	Iteration 45Q: 3 clusters Score -1537069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1537068.000000 Penalty: 4704.792480
	Iteration 46Q: 3 clusters Score -1537068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1537074.125000 Penalty: 4704.792480
	Iteration 47Q: 3 clusters Score -1537074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1537075.625000 Penalty: 4704.792480
	Iteration 48Q: 3 clusters Score -1537076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1537077.875000 Penalty: 4704.792480
	Iteration 49Q: 3 clusters Score -1537078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1537077.125000 Penalty: 4704.792480
	Iteration 50Q: 3 clusters Score -1537077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1537077.625000 Penalty: 4704.792480
	Iteration 51Q: 3 clusters Score -1537078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1537078.125000 Penalty: 4704.792480
	Iteration 52Q: 3 clusters Score -1537078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1537077.750000 Penalty: 4704.792480
	Iteration 53Q: 3 clusters Score -1537078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1537079.625000 Penalty: 4704.792480
	Iteration 54Q: 3 clusters Score -1537080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1537078.125000 Penalty: 4704.792480
	Iteration 55Q: 3 clusters Score -1537078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1537077.375000 Penalty: 4704.792480
	Iteration 56Q: 3 clusters Score -1537077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1537077.375000 Penalty: 4704.792480
	Iteration 57F: 3 clusters Score -1537077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (156629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156629 members 
Entering Unmasked Estep 
Score: -18659254.000000 Penalty: 2966.485596
	Iteration 0F: 2 clusters Score -1.865925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78266 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -18554776.000000 Penalty: 5932.971191
	Iteration 0F: 3 clusters Score -1.855478e+07 nChanged 74883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -18597498.000000 Penalty: 5932.971191
	Iteration 1F: 3 clusters Score -1.85975e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -18598182.000000 Penalty: 5932.971191
	Iteration 2Q: 3 clusters Score -1.859818e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 79727 members 
Entering Unmasked Estep 
Score: -18598828.000000 Penalty: 5932.971191
	Iteration 3Q: 3 clusters Score -1.859883e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -18599540.000000 Penalty: 5932.971191
	Iteration 4Q: 3 clusters Score -1.859954e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -18600258.000000 Penalty: 5932.971191
	Iteration 5Q: 3 clusters Score -1.860026e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73859 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -18601378.000000 Penalty: 5932.971191
	Iteration 6Q: 3 clusters Score -1.860138e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71831 members 
Mstep: Class 2 contains 84798 members 
Entering Unmasked Estep 
Score: -18602892.000000 Penalty: 5932.971191
	Iteration 7Q: 3 clusters Score -1.860289e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 87817 members 
Entering Unmasked Estep 
Score: -18604928.000000 Penalty: 5932.971191
	Iteration 8Q: 3 clusters Score -1.860493e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 91966 members 
Entering Unmasked Estep 
Score: -18608068.000000 Penalty: 5932.971191
	Iteration 9Q: 3 clusters Score -1.860807e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -18612240.000000 Penalty: 5932.971191
	Iteration 10Q: 3 clusters Score -1.861224e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 104071 members 
Entering Unmasked Estep 
Score: -18617720.000000 Penalty: 5932.971191
	Iteration 11F: 3 clusters Score -1.861772e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 111673 members 
Entering Unmasked Estep 
Score: -18623724.000000 Penalty: 5932.971191
	Iteration 12F: 3 clusters Score -1.862372e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 119820 members 
Entering Unmasked Estep 
Score: -18629878.000000 Penalty: 5932.971191
	Iteration 13F: 3 clusters Score -1.862988e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 128264 members 
Entering Unmasked Estep 
Score: -18636044.000000 Penalty: 5932.971191
	Iteration 14F: 3 clusters Score -1.863604e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 136462 members 
Entering Unmasked Estep 
Score: -18642116.000000 Penalty: 5932.971191
	Iteration 15F: 3 clusters Score -1.864212e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 143529 members 
Entering Unmasked Estep 
Score: -18647728.000000 Penalty: 5932.971191
	Iteration 16Q: 3 clusters Score -1.864773e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 148916 members 
Entering Unmasked Estep 
Score: -18651540.000000 Penalty: 5932.971191
	Iteration 17Q: 3 clusters Score -1.865154e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 152423 members 
Entering Unmasked Estep 
Score: -18654020.000000 Penalty: 5932.971191
	Iteration 18Q: 3 clusters Score -1.865402e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 154382 members 
Entering Unmasked Estep 
Score: -18655352.000000 Penalty: 5932.971191
	Iteration 19Q: 3 clusters Score -1.865535e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 155336 members 
Entering Unmasked Estep 
Score: -18655986.000000 Penalty: 5932.971191
	Iteration 20F: 3 clusters Score -1.865599e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 155806 members 
Entering Unmasked Estep 
Score: -18656324.000000 Penalty: 5932.971191
	Iteration 21Q: 3 clusters Score -1.865632e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 155991 members 
Entering Unmasked Estep 
Score: -18656466.000000 Penalty: 5932.971191
	Iteration 22Q: 3 clusters Score -1.865647e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 156092 members 
Entering Unmasked Estep 
Score: -18656550.000000 Penalty: 5932.971191
	Iteration 23Q: 3 clusters Score -1.865655e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 156149 members 
Entering Unmasked Estep 
Score: -18656576.000000 Penalty: 5932.971191
	Iteration 24Q: 3 clusters Score -1.865658e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 156189 members 
Entering Unmasked Estep 
Score: -18656628.000000 Penalty: 5932.971191
	Iteration 25Q: 3 clusters Score -1.865663e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 156215 members 
Entering Unmasked Estep 
Score: -18656642.000000 Penalty: 5932.971191
	Iteration 26Q: 3 clusters Score -1.865664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 156223 members 
Entering Unmasked Estep 
Score: -18656672.000000 Penalty: 5932.971191
	Iteration 27Q: 3 clusters Score -1.865667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 156232 members 
Entering Unmasked Estep 
Score: -18656684.000000 Penalty: 5932.971191
	Iteration 28Q: 3 clusters Score -1.865668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 156240 members 
Entering Unmasked Estep 
Score: -18656692.000000 Penalty: 5932.971191
	Iteration 29Q: 3 clusters Score -1.865669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 156240 members 
Entering Unmasked Estep 
Score: -18656692.000000 Penalty: 5932.971191
	Iteration 30Q: 3 clusters Score -1.865669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 156242 members 
Entering Unmasked Estep 
Score: -18656698.000000 Penalty: 5932.971191
	Iteration 31Q: 3 clusters Score -1.86567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 156243 members 
Entering Unmasked Estep 
Score: -18656702.000000 Penalty: 5932.971191
	Iteration 32Q: 3 clusters Score -1.86567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 156247 members 
Entering Unmasked Estep 
Score: -18656688.000000 Penalty: 5932.971191
	Iteration 33Q: 3 clusters Score -1.865669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 156250 members 
Entering Unmasked Estep 
Score: -18656702.000000 Penalty: 5932.971191
	Iteration 34Q: 3 clusters Score -1.86567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 156254 members 
Entering Unmasked Estep 
Score: -18656714.000000 Penalty: 5932.971191
	Iteration 35Q: 3 clusters Score -1.865671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 156255 members 
Entering Unmasked Estep 
Score: -18656710.000000 Penalty: 5932.971191
	Iteration 36Q: 3 clusters Score -1.865671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 156256 members 
Entering Unmasked Estep 
Score: -18656708.000000 Penalty: 5932.971191
	Iteration 37Q: 3 clusters Score -1.865671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 156258 members 
Entering Unmasked Estep 
Score: -18656710.000000 Penalty: 5932.971191
	Iteration 38Q: 3 clusters Score -1.865671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 156258 members 
Entering Unmasked Estep 
Score: -18656710.000000 Penalty: 5932.971191
	Iteration 39F: 3 clusters Score -1.865671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -495368.375000 Penalty: 2071.842285
	Iteration 0F: 2 clusters Score -495368.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -491265.687500 Penalty: 4143.684570
	Iteration 0F: 3 clusters Score -491265.7 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -492220.968750 Penalty: 4143.684570
	Iteration 1F: 3 clusters Score -492221 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -492408.812500 Penalty: 4143.684570
	Iteration 2F: 3 clusters Score -492408.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -492562.187500 Penalty: 4143.684570
	Iteration 3F: 3 clusters Score -492562.2 nChanged 181
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: -492674.562500 Penalty: 4143.684570
	Iteration 4Q: 3 clusters Score -492674.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -492768.218750 Penalty: 4143.684570
	Iteration 5Q: 3 clusters Score -492768.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -492829.593750 Penalty: 4143.684570
	Iteration 6Q: 3 clusters Score -492829.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -492876.218750 Penalty: 4143.684570
	Iteration 7Q: 3 clusters Score -492876.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -492917.875000 Penalty: 4143.684570
	Iteration 8Q: 3 clusters Score -492917.9 nChanged 79
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: -492951.250000 Penalty: 4143.684570
	Iteration 9Q: 3 clusters Score -492951.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -492985.125000 Penalty: 4143.684570
	Iteration 10Q: 3 clusters Score -492985.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -493012.468750 Penalty: 4143.684570
	Iteration 11Q: 3 clusters Score -493012.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -493045.250000 Penalty: 4143.684570
	Iteration 12Q: 3 clusters Score -493045.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -493084.031250 Penalty: 4143.684570
	Iteration 13Q: 3 clusters Score -493084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -493116.375000 Penalty: 4143.684570
	Iteration 14Q: 3 clusters Score -493116.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -493154.531250 Penalty: 4143.684570
	Iteration 15Q: 3 clusters Score -493154.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -493190.937500 Penalty: 4143.684570
	Iteration 16Q: 3 clusters Score -493190.9 nChanged 76
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: -493236.593750 Penalty: 4143.684570
	Iteration 17Q: 3 clusters Score -493236.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -493286.937500 Penalty: 4143.684570
	Iteration 18Q: 3 clusters Score -493286.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -493323.781250 Penalty: 4143.684570
	Iteration 19Q: 3 clusters Score -493323.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -493363.062500 Penalty: 4143.684570
	Iteration 20F: 3 clusters Score -493363.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -493394.781250 Penalty: 4143.684570
	Iteration 21Q: 3 clusters Score -493394.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -493419.843750 Penalty: 4143.684570
	Iteration 22Q: 3 clusters Score -493419.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -493449.312500 Penalty: 4143.684570
	Iteration 23Q: 3 clusters Score -493449.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -493474.593750 Penalty: 4143.684570
	Iteration 24Q: 3 clusters Score -493474.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -493503.218750 Penalty: 4143.684570
	Iteration 25Q: 3 clusters Score -493503.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -493534.562500 Penalty: 4143.684570
	Iteration 26Q: 3 clusters Score -493534.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -493560.656250 Penalty: 4143.684570
	Iteration 27Q: 3 clusters Score -493560.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -493579.812500 Penalty: 4143.684570
	Iteration 28Q: 3 clusters Score -493579.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -493600.937500 Penalty: 4143.684570
	Iteration 29Q: 3 clusters Score -493600.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -493615.062500 Penalty: 4143.684570
	Iteration 30Q: 3 clusters Score -493615.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -493627.000000 Penalty: 4143.684570
	Iteration 31Q: 3 clusters Score -493627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -493640.093750 Penalty: 4143.684570
	Iteration 32Q: 3 clusters Score -493640.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -493654.750000 Penalty: 4143.684570
	Iteration 33Q: 3 clusters Score -493654.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -493663.875000 Penalty: 4143.684570
	Iteration 34Q: 3 clusters Score -493663.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -493670.656250 Penalty: 4143.684570
	Iteration 35Q: 3 clusters Score -493670.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -493672.468750 Penalty: 4143.684570
	Iteration 36Q: 3 clusters Score -493672.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -493674.593750 Penalty: 4143.684570
	Iteration 37Q: 3 clusters Score -493674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -493677.968750 Penalty: 4143.684570
	Iteration 38Q: 3 clusters Score -493678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -493680.406250 Penalty: 4143.684570
	Iteration 39Q: 3 clusters Score -493680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -493680.125000 Penalty: 4143.684570
	Iteration 40F: 3 clusters Score -493680.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -77682.195312 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -77682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -76094.773438 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -76094.77 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76544.593750 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -76544.59 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76705.101562 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -76705.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76829.226562 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -76829.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76910.007812 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -76910.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76955.445312 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -76955.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76971.632812 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -76971.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76976.765625 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -76976.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76982.679688 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -76982.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76982.679688 Penalty: 3332.630615
	Iteration 9F: 3 clusters Score -76982.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -355317.750000 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -355317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -352003.906250 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -352003.9 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -352639.906250 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -352639.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -352821.937500 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -352821.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -352926.218750 Penalty: 3980.331787
	Iteration 3Q: 3 clusters Score -352926.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -353000.937500 Penalty: 3980.331787
	Iteration 4Q: 3 clusters Score -353000.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -353055.468750 Penalty: 3980.331787
	Iteration 5Q: 3 clusters Score -353055.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -353109.375000 Penalty: 3980.331787
	Iteration 6Q: 3 clusters Score -353109.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -353147.156250 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -353147.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -353166.687500 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -353166.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -353182.531250 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -353182.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -353201.187500 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -353201.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -353225.656250 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -353225.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -353241.437500 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -353241.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -353257.906250 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -353257.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -353272.562500 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -353272.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -353286.562500 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -353286.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -353304.437500 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -353304.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -353318.468750 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -353318.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -353330.843750 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -353330.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -353334.906250 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -353334.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -353339.437500 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -353339.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -353342.968750 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -353343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -353346.000000 Penalty: 3980.331787
	Iteration 22Q: 3 clusters Score -353346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -353347.468750 Penalty: 3980.331787
	Iteration 23Q: 3 clusters Score -353347.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -353348.343750 Penalty: 3980.331787
	Iteration 24Q: 3 clusters Score -353348.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -353348.343750 Penalty: 3980.331787
	Iteration 25F: 3 clusters Score -353348.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Entering Unmasked Estep 
Score: -2116885.000000 Penalty: 2427.275879
	Iteration 0F: 2 clusters Score -2116885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2104273.250000 Penalty: 4854.551758
	Iteration 0F: 3 clusters Score -2104273 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2108801.500000 Penalty: 4854.551758
	Iteration 1F: 3 clusters Score -2108802 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2109550.250000 Penalty: 4854.551758
	Iteration 2F: 3 clusters Score -2109550 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2110347.250000 Penalty: 4854.551758
	Iteration 3F: 3 clusters Score -2110347 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2111246.250000 Penalty: 4854.551758
	Iteration 4F: 3 clusters Score -2111246 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2112087.250000 Penalty: 4854.551758
	Iteration 5F: 3 clusters Score -2112087 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2112902.750000 Penalty: 4854.551758
	Iteration 6F: 3 clusters Score -2112903 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2113518.500000 Penalty: 4854.551758
	Iteration 7Q: 3 clusters Score -2113518 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2113908.500000 Penalty: 4854.551758
	Iteration 8Q: 3 clusters Score -2113908 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2114098.000000 Penalty: 4854.551758
	Iteration 9Q: 3 clusters Score -2114098 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2114197.250000 Penalty: 4854.551758
	Iteration 10Q: 3 clusters Score -2114197 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2114250.000000 Penalty: 4854.551758
	Iteration 11Q: 3 clusters Score -2114250 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2114285.250000 Penalty: 4854.551758
	Iteration 12Q: 3 clusters Score -2114285 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2114318.000000 Penalty: 4854.551758
	Iteration 13Q: 3 clusters Score -2114318 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2114339.000000 Penalty: 4854.551758
	Iteration 14Q: 3 clusters Score -2114339 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2114351.000000 Penalty: 4854.551758
	Iteration 15Q: 3 clusters Score -2114351 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2114360.000000 Penalty: 4854.551758
	Iteration 16Q: 3 clusters Score -2114360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2114370.500000 Penalty: 4854.551758
	Iteration 17Q: 3 clusters Score -2114370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2114387.750000 Penalty: 4854.551758
	Iteration 18Q: 3 clusters Score -2114388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2114396.000000 Penalty: 4854.551758
	Iteration 19Q: 3 clusters Score -2114396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2114405.000000 Penalty: 4854.551758
	Iteration 20F: 3 clusters Score -2114405 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2114417.500000 Penalty: 4854.551758
	Iteration 21Q: 3 clusters Score -2114418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2114424.250000 Penalty: 4854.551758
	Iteration 22Q: 3 clusters Score -2114424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2114436.000000 Penalty: 4854.551758
	Iteration 23Q: 3 clusters Score -2114436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2114446.500000 Penalty: 4854.551758
	Iteration 24Q: 3 clusters Score -2114446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2114447.000000 Penalty: 4854.551758
	Iteration 25Q: 3 clusters Score -2114447 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2114458.750000 Penalty: 4854.551758
	Iteration 26Q: 3 clusters Score -2114459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2114470.500000 Penalty: 4854.551758
	Iteration 27Q: 3 clusters Score -2114470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2114484.250000 Penalty: 4854.551758
	Iteration 28Q: 3 clusters Score -2114484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2114495.000000 Penalty: 4854.551758
	Iteration 29Q: 3 clusters Score -2114495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2114510.250000 Penalty: 4854.551758
	Iteration 30Q: 3 clusters Score -2114510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2114509.500000 Penalty: 4854.551758
	Iteration 31Q: 3 clusters Score -2114510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2114517.500000 Penalty: 4854.551758
	Iteration 32Q: 3 clusters Score -2114518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2114524.500000 Penalty: 4854.551758
	Iteration 33Q: 3 clusters Score -2114524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2114535.500000 Penalty: 4854.551758
	Iteration 34Q: 3 clusters Score -2114536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2114542.750000 Penalty: 4854.551758
	Iteration 35Q: 3 clusters Score -2114543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2114552.500000 Penalty: 4854.551758
	Iteration 36Q: 3 clusters Score -2114552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2114556.250000 Penalty: 4854.551758
	Iteration 37Q: 3 clusters Score -2114556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2114565.750000 Penalty: 4854.551758
	Iteration 38Q: 3 clusters Score -2114566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2114576.500000 Penalty: 4854.551758
	Iteration 39Q: 3 clusters Score -2114576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2114593.000000 Penalty: 4854.551758
	Iteration 40F: 3 clusters Score -2114593 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2114601.750000 Penalty: 4854.551758
	Iteration 41Q: 3 clusters Score -2114602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2114612.500000 Penalty: 4854.551758
	Iteration 42Q: 3 clusters Score -2114612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2114623.000000 Penalty: 4854.551758
	Iteration 43Q: 3 clusters Score -2114623 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2114638.750000 Penalty: 4854.551758
	Iteration 44Q: 3 clusters Score -2114639 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2114651.750000 Penalty: 4854.551758
	Iteration 45Q: 3 clusters Score -2114652 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2114658.750000 Penalty: 4854.551758
	Iteration 46Q: 3 clusters Score -2114659 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2114676.750000 Penalty: 4854.551758
	Iteration 47Q: 3 clusters Score -2114677 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2114698.250000 Penalty: 4854.551758
	Iteration 48Q: 3 clusters Score -2114698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2114708.750000 Penalty: 4854.551758
	Iteration 49Q: 3 clusters Score -2114709 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2114720.250000 Penalty: 4854.551758
	Iteration 50Q: 3 clusters Score -2114720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2114729.000000 Penalty: 4854.551758
	Iteration 51Q: 3 clusters Score -2114729 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2114747.000000 Penalty: 4854.551758
	Iteration 52Q: 3 clusters Score -2114747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2114755.750000 Penalty: 4854.551758
	Iteration 53Q: 3 clusters Score -2114756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2114773.000000 Penalty: 4854.551758
	Iteration 54Q: 3 clusters Score -2114773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2114783.250000 Penalty: 4854.551758
	Iteration 55Q: 3 clusters Score -2114783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2114787.500000 Penalty: 4854.551758
	Iteration 56Q: 3 clusters Score -2114788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2114799.250000 Penalty: 4854.551758
	Iteration 57Q: 3 clusters Score -2114799 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2114805.750000 Penalty: 4854.551758
	Iteration 58Q: 3 clusters Score -2114806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2114804.750000 Penalty: 4854.551758
	Iteration 59Q: 3 clusters Score -2114805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2114810.500000 Penalty: 4854.551758
	Iteration 60F: 3 clusters Score -2114810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2114813.250000 Penalty: 4854.551758
	Iteration 61Q: 3 clusters Score -2114813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2114819.250000 Penalty: 4854.551758
	Iteration 62Q: 3 clusters Score -2114819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2114819.750000 Penalty: 4854.551758
	Iteration 63Q: 3 clusters Score -2114820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2114820.750000 Penalty: 4854.551758
	Iteration 64Q: 3 clusters Score -2114821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2114824.500000 Penalty: 4854.551758
	Iteration 65Q: 3 clusters Score -2114824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2114828.750000 Penalty: 4854.551758
	Iteration 66Q: 3 clusters Score -2114829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2114833.500000 Penalty: 4854.551758
	Iteration 67Q: 3 clusters Score -2114834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2114835.750000 Penalty: 4854.551758
	Iteration 68Q: 3 clusters Score -2114836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2114843.750000 Penalty: 4854.551758
	Iteration 69Q: 3 clusters Score -2114844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2114855.000000 Penalty: 4854.551758
	Iteration 70Q: 3 clusters Score -2114855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2114854.500000 Penalty: 4854.551758
	Iteration 71Q: 3 clusters Score -2114854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2114865.250000 Penalty: 4854.551758
	Iteration 72Q: 3 clusters Score -2114865 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2114874.250000 Penalty: 4854.551758
	Iteration 73Q: 3 clusters Score -2114874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2114887.250000 Penalty: 4854.551758
	Iteration 74Q: 3 clusters Score -2114887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2114894.500000 Penalty: 4854.551758
	Iteration 75Q: 3 clusters Score -2114894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2114909.750000 Penalty: 4854.551758
	Iteration 76Q: 3 clusters Score -2114910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2114914.750000 Penalty: 4854.551758
	Iteration 77Q: 3 clusters Score -2114915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2114924.000000 Penalty: 4854.551758
	Iteration 78Q: 3 clusters Score -2114924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2114929.500000 Penalty: 4854.551758
	Iteration 79Q: 3 clusters Score -2114930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2114935.500000 Penalty: 4854.551758
	Iteration 80F: 3 clusters Score -2114936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2114938.500000 Penalty: 4854.551758
	Iteration 81Q: 3 clusters Score -2114938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2114945.750000 Penalty: 4854.551758
	Iteration 82Q: 3 clusters Score -2114946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2114945.750000 Penalty: 4854.551758
	Iteration 83Q: 3 clusters Score -2114946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2114950.250000 Penalty: 4854.551758
	Iteration 84Q: 3 clusters Score -2114950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2114959.000000 Penalty: 4854.551758
	Iteration 85Q: 3 clusters Score -2114959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2114963.750000 Penalty: 4854.551758
	Iteration 86Q: 3 clusters Score -2114964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2114971.000000 Penalty: 4854.551758
	Iteration 87Q: 3 clusters Score -2114971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2114970.750000 Penalty: 4854.551758
	Iteration 88Q: 3 clusters Score -2114971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2114977.000000 Penalty: 4854.551758
	Iteration 89Q: 3 clusters Score -2114977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2114981.000000 Penalty: 4854.551758
	Iteration 90Q: 3 clusters Score -2114981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2114987.750000 Penalty: 4854.551758
	Iteration 91Q: 3 clusters Score -2114988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2114989.250000 Penalty: 4854.551758
	Iteration 92Q: 3 clusters Score -2114989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2114992.750000 Penalty: 4854.551758
	Iteration 93Q: 3 clusters Score -2114993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2114995.250000 Penalty: 4854.551758
	Iteration 94Q: 3 clusters Score -2114995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2114991.250000 Penalty: 4854.551758
	Iteration 95Q: 3 clusters Score -2114991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2114996.750000 Penalty: 4854.551758
	Iteration 96Q: 3 clusters Score -2114997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2114994.500000 Penalty: 4854.551758
	Iteration 97Q: 3 clusters Score -2114994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2114997.250000 Penalty: 4854.551758
	Iteration 98Q: 3 clusters Score -2114997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2115006.250000 Penalty: 4854.551758
	Iteration 99Q: 3 clusters Score -2115006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2115010.750000 Penalty: 4854.551758
	Iteration 100F: 3 clusters Score -2115011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2115019.000000 Penalty: 4854.551758
	Iteration 101Q: 3 clusters Score -2115019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2115023.500000 Penalty: 4854.551758
	Iteration 102Q: 3 clusters Score -2115024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2115023.000000 Penalty: 4854.551758
	Iteration 103Q: 3 clusters Score -2115023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2115026.000000 Penalty: 4854.551758
	Iteration 104Q: 3 clusters Score -2115026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2115024.750000 Penalty: 4854.551758
	Iteration 105Q: 3 clusters Score -2115025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2115026.500000 Penalty: 4854.551758
	Iteration 106Q: 3 clusters Score -2115026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2115029.750000 Penalty: 4854.551758
	Iteration 107Q: 3 clusters Score -2115030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2115028.250000 Penalty: 4854.551758
	Iteration 108Q: 3 clusters Score -2115028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2115029.750000 Penalty: 4854.551758
	Iteration 109Q: 3 clusters Score -2115030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2115030.750000 Penalty: 4854.551758
	Iteration 110Q: 3 clusters Score -2115031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2115030.500000 Penalty: 4854.551758
	Iteration 111Q: 3 clusters Score -2115030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2115032.000000 Penalty: 4854.551758
	Iteration 112Q: 3 clusters Score -2115032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2115031.500000 Penalty: 4854.551758
	Iteration 113Q: 3 clusters Score -2115032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2115033.500000 Penalty: 4854.551758
	Iteration 114Q: 3 clusters Score -2115034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2115029.750000 Penalty: 4854.551758
	Iteration 115Q: 3 clusters Score -2115030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2115035.000000 Penalty: 4854.551758
	Iteration 116Q: 3 clusters Score -2115035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2115036.250000 Penalty: 4854.551758
	Iteration 117Q: 3 clusters Score -2115036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2115036.500000 Penalty: 4854.551758
	Iteration 118Q: 3 clusters Score -2115036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2115036.500000 Penalty: 4854.551758
	Iteration 119Q: 3 clusters Score -2115036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2115040.250000 Penalty: 4854.551758
	Iteration 120F: 3 clusters Score -2115040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2115042.000000 Penalty: 4854.551758
	Iteration 121Q: 3 clusters Score -2115042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2115041.750000 Penalty: 4854.551758
	Iteration 122Q: 3 clusters Score -2115042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2115044.500000 Penalty: 4854.551758
	Iteration 123Q: 3 clusters Score -2115044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2115046.750000 Penalty: 4854.551758
	Iteration 124Q: 3 clusters Score -2115047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2115046.250000 Penalty: 4854.551758
	Iteration 125Q: 3 clusters Score -2115046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2115046.000000 Penalty: 4854.551758
	Iteration 126Q: 3 clusters Score -2115046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2115048.000000 Penalty: 4854.551758
	Iteration 127Q: 3 clusters Score -2115048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2115048.000000 Penalty: 4854.551758
	Iteration 128F: 3 clusters Score -2115048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (37512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Entering Unmasked Estep 
Score: -4492637.500000 Penalty: 2612.039307
	Iteration 0F: 2 clusters Score -4492638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -4467207.000000 Penalty: 5224.078613
	Iteration 0F: 3 clusters Score -4467207 nChanged 17050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4476622.500000 Penalty: 5224.078613
	Iteration 1F: 3 clusters Score -4476622 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4477481.000000 Penalty: 5224.078613
	Iteration 2F: 3 clusters Score -4477481 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -4478482.000000 Penalty: 5224.078613
	Iteration 3F: 3 clusters Score -4478482 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -4479685.500000 Penalty: 5224.078613
	Iteration 4F: 3 clusters Score -4479686 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -4481188.000000 Penalty: 5224.078613
	Iteration 5F: 3 clusters Score -4481188 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4483031.500000 Penalty: 5224.078613
	Iteration 6F: 3 clusters Score -4483032 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -4484871.000000 Penalty: 5224.078613
	Iteration 7F: 3 clusters Score -4484871 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4486265.500000 Penalty: 5224.078613
	Iteration 8F: 3 clusters Score -4486266 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -4487065.500000 Penalty: 5224.078613
	Iteration 9Q: 3 clusters Score -4487066 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -4487501.000000 Penalty: 5224.078613
	Iteration 10Q: 3 clusters Score -4487501 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -4487788.500000 Penalty: 5224.078613
	Iteration 11Q: 3 clusters Score -4487788 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -4488082.500000 Penalty: 5224.078613
	Iteration 12Q: 3 clusters Score -4488082 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -4488315.500000 Penalty: 5224.078613
	Iteration 13Q: 3 clusters Score -4488316 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -4488546.000000 Penalty: 5224.078613
	Iteration 14Q: 3 clusters Score -4488546 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -4488792.000000 Penalty: 5224.078613
	Iteration 15Q: 3 clusters Score -4488792 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -4489057.500000 Penalty: 5224.078613
	Iteration 16Q: 3 clusters Score -4489058 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -4489271.000000 Penalty: 5224.078613
	Iteration 17Q: 3 clusters Score -4489271 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -4489428.500000 Penalty: 5224.078613
	Iteration 18Q: 3 clusters Score -4489428 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -4489593.500000 Penalty: 5224.078613
	Iteration 19Q: 3 clusters Score -4489594 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -4489734.000000 Penalty: 5224.078613
	Iteration 20F: 3 clusters Score -4489734 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -4489859.500000 Penalty: 5224.078613
	Iteration 21Q: 3 clusters Score -4489860 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -4489951.500000 Penalty: 5224.078613
	Iteration 22Q: 3 clusters Score -4489952 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4490060.500000 Penalty: 5224.078613
	Iteration 23Q: 3 clusters Score -4490060 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4490153.500000 Penalty: 5224.078613
	Iteration 24Q: 3 clusters Score -4490154 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4490256.500000 Penalty: 5224.078613
	Iteration 25Q: 3 clusters Score -4490256 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4490338.500000 Penalty: 5224.078613
	Iteration 26Q: 3 clusters Score -4490338 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4490407.000000 Penalty: 5224.078613
	Iteration 27Q: 3 clusters Score -4490407 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -4490468.500000 Penalty: 5224.078613
	Iteration 28Q: 3 clusters Score -4490468 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4490507.000000 Penalty: 5224.078613
	Iteration 29Q: 3 clusters Score -4490507 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4490552.000000 Penalty: 5224.078613
	Iteration 30Q: 3 clusters Score -4490552 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4490586.000000 Penalty: 5224.078613
	Iteration 31Q: 3 clusters Score -4490586 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4490630.500000 Penalty: 5224.078613
	Iteration 32Q: 3 clusters Score -4490630 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4490652.500000 Penalty: 5224.078613
	Iteration 33Q: 3 clusters Score -4490652 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4490664.500000 Penalty: 5224.078613
	Iteration 34Q: 3 clusters Score -4490664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4490700.000000 Penalty: 5224.078613
	Iteration 35Q: 3 clusters Score -4490700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4490730.500000 Penalty: 5224.078613
	Iteration 36Q: 3 clusters Score -4490730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4490750.000000 Penalty: 5224.078613
	Iteration 37Q: 3 clusters Score -4490750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4490763.000000 Penalty: 5224.078613
	Iteration 38Q: 3 clusters Score -4490763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4490778.000000 Penalty: 5224.078613
	Iteration 39Q: 3 clusters Score -4490778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4490790.500000 Penalty: 5224.078613
	Iteration 40F: 3 clusters Score -4490790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4490810.500000 Penalty: 5224.078613
	Iteration 41Q: 3 clusters Score -4490810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4490816.500000 Penalty: 5224.078613
	Iteration 42Q: 3 clusters Score -4490816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4490818.500000 Penalty: 5224.078613
	Iteration 43Q: 3 clusters Score -4490818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4490820.000000 Penalty: 5224.078613
	Iteration 44Q: 3 clusters Score -4490820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4490814.500000 Penalty: 5224.078613
	Iteration 45Q: 3 clusters Score -4490814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4490810.500000 Penalty: 5224.078613
	Iteration 46Q: 3 clusters Score -4490810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4490817.500000 Penalty: 5224.078613
	Iteration 47Q: 3 clusters Score -4490818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4490814.500000 Penalty: 5224.078613
	Iteration 48Q: 3 clusters Score -4490814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4490815.000000 Penalty: 5224.078613
	Iteration 49Q: 3 clusters Score -4490815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4490810.000000 Penalty: 5224.078613
	Iteration 50Q: 3 clusters Score -4490810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4490812.500000 Penalty: 5224.078613
	Iteration 51Q: 3 clusters Score -4490812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4490818.500000 Penalty: 5224.078613
	Iteration 52Q: 3 clusters Score -4490818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4490818.000000 Penalty: 5224.078613
	Iteration 53Q: 3 clusters Score -4490818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4490821.500000 Penalty: 5224.078613
	Iteration 54Q: 3 clusters Score -4490822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4490821.000000 Penalty: 5224.078613
	Iteration 55Q: 3 clusters Score -4490821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4490821.000000 Penalty: 5224.078613
	Iteration 56F: 3 clusters Score -4490821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (213267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213267 members 
Entering Unmasked Estep 
Score: -25517182.000000 Penalty: 3043.034424
	Iteration 0F: 2 clusters Score -2.551718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106383 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -25401214.000000 Penalty: 6086.068848
	Iteration 0F: 3 clusters Score -2.540121e+07 nChanged 102581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104494 members 
Mstep: Class 2 contains 108773 members 
Entering Unmasked Estep 
Score: -25463186.000000 Penalty: 6086.068848
	Iteration 1F: 3 clusters Score -2.546319e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103876 members 
Mstep: Class 2 contains 109391 members 
Entering Unmasked Estep 
Score: -25465328.000000 Penalty: 6086.068848
	Iteration 2Q: 3 clusters Score -2.546533e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103137 members 
Mstep: Class 2 contains 110130 members 
Entering Unmasked Estep 
Score: -25468548.000000 Penalty: 6086.068848
	Iteration 3Q: 3 clusters Score -2.546855e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 110990 members 
Entering Unmasked Estep 
Score: -25472764.000000 Penalty: 6086.068848
	Iteration 4Q: 3 clusters Score -2.547276e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101265 members 
Mstep: Class 2 contains 112002 members 
Entering Unmasked Estep 
Score: -25478624.000000 Penalty: 6086.068848
	Iteration 5F: 3 clusters Score -2.547862e+07 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 112863 members 
Entering Unmasked Estep 
Score: -25486354.000000 Penalty: 6086.068848
	Iteration 6F: 3 clusters Score -2.548635e+07 nChanged 13155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 113274 members 
Entering Unmasked Estep 
Score: -25495114.000000 Penalty: 6086.068848
	Iteration 7F: 3 clusters Score -2.549511e+07 nChanged 13148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100293 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -25503428.000000 Penalty: 6086.068848
	Iteration 8F: 3 clusters Score -2.550343e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101062 members 
Mstep: Class 2 contains 112205 members 
Entering Unmasked Estep 
Score: -25508530.000000 Penalty: 6086.068848
	Iteration 9F: 3 clusters Score -2.550853e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 111466 members 
Entering Unmasked Estep 
Score: -25510454.000000 Penalty: 6086.068848
	Iteration 10Q: 3 clusters Score -2.551045e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 110773 members 
Entering Unmasked Estep 
Score: -25510954.000000 Penalty: 6086.068848
	Iteration 11Q: 3 clusters Score -2.551095e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 110112 members 
Entering Unmasked Estep 
Score: -25511274.000000 Penalty: 6086.068848
	Iteration 12Q: 3 clusters Score -2.551127e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 109436 members 
Entering Unmasked Estep 
Score: -25511582.000000 Penalty: 6086.068848
	Iteration 13Q: 3 clusters Score -2.551158e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 2 contains 108731 members 
Entering Unmasked Estep 
Score: -25511762.000000 Penalty: 6086.068848
	Iteration 14Q: 3 clusters Score -2.551176e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 107974 members 
Entering Unmasked Estep 
Score: -25511840.000000 Penalty: 6086.068848
	Iteration 15Q: 3 clusters Score -2.551184e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106077 members 
Mstep: Class 2 contains 107190 members 
Entering Unmasked Estep 
Score: -25512036.000000 Penalty: 6086.068848
	Iteration 16Q: 3 clusters Score -2.551204e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106936 members 
Mstep: Class 2 contains 106331 members 
Entering Unmasked Estep 
Score: -25512430.000000 Penalty: 6086.068848
	Iteration 17Q: 3 clusters Score -2.551243e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107817 members 
Mstep: Class 2 contains 105450 members 
Entering Unmasked Estep 
Score: -25512638.000000 Penalty: 6086.068848
	Iteration 18Q: 3 clusters Score -2.551264e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 104472 members 
Entering Unmasked Estep 
Score: -25512822.000000 Penalty: 6086.068848
	Iteration 19Q: 3 clusters Score -2.551282e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109841 members 
Mstep: Class 2 contains 103426 members 
Entering Unmasked Estep 
Score: -25513180.000000 Penalty: 6086.068848
	Iteration 20F: 3 clusters Score -2.551318e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110927 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -25513418.000000 Penalty: 6086.068848
	Iteration 21Q: 3 clusters Score -2.551342e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112112 members 
Mstep: Class 2 contains 101155 members 
Entering Unmasked Estep 
Score: -25513750.000000 Penalty: 6086.068848
	Iteration 22Q: 3 clusters Score -2.551375e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113426 members 
Mstep: Class 2 contains 99841 members 
Entering Unmasked Estep 
Score: -25514052.000000 Penalty: 6086.068848
	Iteration 23Q: 3 clusters Score -2.551405e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114818 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
Score: -25514402.000000 Penalty: 6086.068848
	Iteration 24Q: 3 clusters Score -2.55144e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116246 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -25514710.000000 Penalty: 6086.068848
	Iteration 25Q: 3 clusters Score -2.551471e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117740 members 
Mstep: Class 2 contains 95527 members 
Entering Unmasked Estep 
Score: -25515094.000000 Penalty: 6086.068848
	Iteration 26Q: 3 clusters Score -2.551509e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119298 members 
Mstep: Class 2 contains 93969 members 
Entering Unmasked Estep 
Score: -25515266.000000 Penalty: 6086.068848
	Iteration 27Q: 3 clusters Score -2.551527e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120985 members 
Mstep: Class 2 contains 92282 members 
Entering Unmasked Estep 
Score: -25515572.000000 Penalty: 6086.068848
	Iteration 28Q: 3 clusters Score -2.551557e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122739 members 
Mstep: Class 2 contains 90528 members 
Entering Unmasked Estep 
Score: -25515914.000000 Penalty: 6086.068848
	Iteration 29Q: 3 clusters Score -2.551591e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124542 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -25516312.000000 Penalty: 6086.068848
	Iteration 30Q: 3 clusters Score -2.551631e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126466 members 
Mstep: Class 2 contains 86801 members 
Entering Unmasked Estep 
Score: -25516624.000000 Penalty: 6086.068848
	Iteration 31Q: 3 clusters Score -2.551662e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128485 members 
Mstep: Class 2 contains 84782 members 
Entering Unmasked Estep 
Score: -25517118.000000 Penalty: 6086.068848
	Iteration 32Q: 3 clusters Score -2.551712e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130543 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -25517416.000000 Penalty: 6086.068848
	Iteration 33Q: 3 clusters Score -2.551742e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132604 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -25517964.000000 Penalty: 6086.068848
	Iteration 34Q: 3 clusters Score -2.551796e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134736 members 
Mstep: Class 2 contains 78531 members 
Entering Unmasked Estep 
Score: -25518342.000000 Penalty: 6086.068848
	Iteration 35Q: 3 clusters Score -2.551834e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136925 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -25518812.000000 Penalty: 6086.068848
	Iteration 36Q: 3 clusters Score -2.551881e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139180 members 
Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
Score: -25519242.000000 Penalty: 6086.068848
	Iteration 37Q: 3 clusters Score -2.551924e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141566 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -25519720.000000 Penalty: 6086.068848
	Iteration 38Q: 3 clusters Score -2.551972e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144319 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -25520208.000000 Penalty: 6086.068848
	Iteration 39Q: 3 clusters Score -2.552021e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147356 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -25520730.000000 Penalty: 6086.068848
	Iteration 40F: 3 clusters Score -2.552073e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150807 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -25521282.000000 Penalty: 6086.068848
	Iteration 41Q: 3 clusters Score -2.552128e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154674 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -25521594.000000 Penalty: 6086.068848
	Iteration 42Q: 3 clusters Score -2.552159e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158849 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -25521908.000000 Penalty: 6086.068848
	Iteration 43Q: 3 clusters Score -2.552191e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163187 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -25522156.000000 Penalty: 6086.068848
	Iteration 44Q: 3 clusters Score -2.552216e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167731 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -25522198.000000 Penalty: 6086.068848
	Iteration 45Q: 3 clusters Score -2.55222e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172288 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -25521974.000000 Penalty: 6086.068848
	Iteration 46Q: 3 clusters Score -2.552197e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176581 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -25521932.000000 Penalty: 6086.068848
	Iteration 47Q: 3 clusters Score -2.552193e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180678 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -25521848.000000 Penalty: 6086.068848
	Iteration 48Q: 3 clusters Score -2.552185e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184477 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -25521358.000000 Penalty: 6086.068848
	Iteration 49Q: 3 clusters Score -2.552136e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187960 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -25520830.000000 Penalty: 6086.068848
	Iteration 50Q: 3 clusters Score -2.552083e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191126 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -25520516.000000 Penalty: 6086.068848
	Iteration 51Q: 3 clusters Score -2.552052e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193770 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -25519742.000000 Penalty: 6086.068848
	Iteration 52Q: 3 clusters Score -2.551974e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196051 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -25519196.000000 Penalty: 6086.068848
	Iteration 53Q: 3 clusters Score -2.55192e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197948 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -25518670.000000 Penalty: 6086.068848
	Iteration 54Q: 3 clusters Score -2.551867e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199594 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -25518420.000000 Penalty: 6086.068848
	Iteration 55Q: 3 clusters Score -2.551842e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201039 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -25518166.000000 Penalty: 6086.068848
	Iteration 56Q: 3 clusters Score -2.551817e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202242 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -25517908.000000 Penalty: 6086.068848
	Iteration 57Q: 3 clusters Score -2.551791e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203258 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -25517876.000000 Penalty: 6086.068848
	Iteration 58Q: 3 clusters Score -2.551788e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204107 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -25517776.000000 Penalty: 6086.068848
	Iteration 59Q: 3 clusters Score -2.551778e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204792 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -25518264.000000 Penalty: 6086.068848
	Iteration 60F: 3 clusters Score -2.551826e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206245 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -25517868.000000 Penalty: 6086.068848
	Iteration 61Q: 3 clusters Score -2.551787e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207345 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -25517544.000000 Penalty: 6086.068848
	Iteration 62Q: 3 clusters Score -2.551754e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208187 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -25517198.000000 Penalty: 6086.068848
	Iteration 63Q: 3 clusters Score -2.55172e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208830 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -25517058.000000 Penalty: 6086.068848
	Iteration 64Q: 3 clusters Score -2.551706e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209303 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -25516944.000000 Penalty: 6086.068848
	Iteration 65Q: 3 clusters Score -2.551694e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209692 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -25516762.000000 Penalty: 6086.068848
	Iteration 66Q: 3 clusters Score -2.551676e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209980 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -25516712.000000 Penalty: 6086.068848
	Iteration 67Q: 3 clusters Score -2.551671e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210198 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -25516684.000000 Penalty: 6086.068848
	Iteration 68Q: 3 clusters Score -2.551668e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210374 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -25516610.000000 Penalty: 6086.068848
	Iteration 69Q: 3 clusters Score -2.551661e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210506 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -25516538.000000 Penalty: 6086.068848
	Iteration 70Q: 3 clusters Score -2.551654e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210625 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -25516452.000000 Penalty: 6086.068848
	Iteration 71Q: 3 clusters Score -2.551645e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210725 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -25516396.000000 Penalty: 6086.068848
	Iteration 72Q: 3 clusters Score -2.55164e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210805 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -25516382.000000 Penalty: 6086.068848
	Iteration 73Q: 3 clusters Score -2.551638e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210888 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -25516316.000000 Penalty: 6086.068848
	Iteration 74Q: 3 clusters Score -2.551632e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210942 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -25516288.000000 Penalty: 6086.068848
	Iteration 75Q: 3 clusters Score -2.551629e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210993 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -25516294.000000 Penalty: 6086.068848
	Iteration 76Q: 3 clusters Score -2.551629e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211031 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -25516298.000000 Penalty: 6086.068848
	Iteration 77Q: 3 clusters Score -2.55163e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211056 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -25516290.000000 Penalty: 6086.068848
	Iteration 78Q: 3 clusters Score -2.551629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211081 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -25516288.000000 Penalty: 6086.068848
	Iteration 79Q: 3 clusters Score -2.551629e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211101 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -25516270.000000 Penalty: 6086.068848
	Iteration 80F: 3 clusters Score -2.551627e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211128 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -25516242.000000 Penalty: 6086.068848
	Iteration 81Q: 3 clusters Score -2.551624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211148 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -25516228.000000 Penalty: 6086.068848
	Iteration 82Q: 3 clusters Score -2.551623e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211175 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -25516236.000000 Penalty: 6086.068848
	Iteration 83Q: 3 clusters Score -2.551624e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211197 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -25516248.000000 Penalty: 6086.068848
	Iteration 84Q: 3 clusters Score -2.551625e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211218 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -25516258.000000 Penalty: 6086.068848
	Iteration 85Q: 3 clusters Score -2.551626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211231 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -25516238.000000 Penalty: 6086.068848
	Iteration 86Q: 3 clusters Score -2.551624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211251 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -25516214.000000 Penalty: 6086.068848
	Iteration 87Q: 3 clusters Score -2.551621e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211279 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -25516202.000000 Penalty: 6086.068848
	Iteration 88Q: 3 clusters Score -2.55162e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211306 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -25516230.000000 Penalty: 6086.068848
	Iteration 89Q: 3 clusters Score -2.551623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211321 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -25516230.000000 Penalty: 6086.068848
	Iteration 90Q: 3 clusters Score -2.551623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211331 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -25516242.000000 Penalty: 6086.068848
	Iteration 91Q: 3 clusters Score -2.551624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211343 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -25516242.000000 Penalty: 6086.068848
	Iteration 92Q: 3 clusters Score -2.551624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211354 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -25516240.000000 Penalty: 6086.068848
	Iteration 93Q: 3 clusters Score -2.551624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211358 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -25516238.000000 Penalty: 6086.068848
	Iteration 94Q: 3 clusters Score -2.551624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211360 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -25516272.000000 Penalty: 6086.068848
	Iteration 95Q: 3 clusters Score -2.551627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211366 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -25516266.000000 Penalty: 6086.068848
	Iteration 96Q: 3 clusters Score -2.551627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211373 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -25516268.000000 Penalty: 6086.068848
	Iteration 97Q: 3 clusters Score -2.551627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211381 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -25516280.000000 Penalty: 6086.068848
	Iteration 98Q: 3 clusters Score -2.551628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211393 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -25516284.000000 Penalty: 6086.068848
	Iteration 99Q: 3 clusters Score -2.551628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211401 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -25516284.000000 Penalty: 6086.068848
	Iteration 100F: 3 clusters Score -2.551628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211408 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -25516270.000000 Penalty: 6086.068848
	Iteration 101Q: 3 clusters Score -2.551627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211414 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -25516272.000000 Penalty: 6086.068848
	Iteration 102Q: 3 clusters Score -2.551627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211418 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -25516254.000000 Penalty: 6086.068848
	Iteration 103Q: 3 clusters Score -2.551625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211419 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -25516264.000000 Penalty: 6086.068848
	Iteration 104Q: 3 clusters Score -2.551626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211421 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -25516264.000000 Penalty: 6086.068848
	Iteration 105Q: 3 clusters Score -2.551626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211422 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -25516248.000000 Penalty: 6086.068848
	Iteration 106Q: 3 clusters Score -2.551625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211422 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -25516248.000000 Penalty: 6086.068848
	Iteration 107F: 3 clusters Score -2.551625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (63881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Entering Unmasked Estep 
Score: -7579686.000000 Penalty: 2744.064697
	Iteration 0F: 2 clusters Score -7579686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -7536996.500000 Penalty: 5488.129395
	Iteration 0F: 3 clusters Score -7536996 nChanged 29727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -7553638.500000 Penalty: 5488.129395
	Iteration 1F: 3 clusters Score -7553638 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -7554413.000000 Penalty: 5488.129395
	Iteration 2Q: 3 clusters Score -7554413 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -7555531.000000 Penalty: 5488.129395
	Iteration 3Q: 3 clusters Score -7555531 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -7557028.000000 Penalty: 5488.129395
	Iteration 4Q: 3 clusters Score -7557028 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -7559007.500000 Penalty: 5488.129395
	Iteration 5F: 3 clusters Score -7559008 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -7561631.000000 Penalty: 5488.129395
	Iteration 6F: 3 clusters Score -7561631 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -7564776.500000 Penalty: 5488.129395
	Iteration 7F: 3 clusters Score -7564776 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -7568534.500000 Penalty: 5488.129395
	Iteration 8F: 3 clusters Score -7568534 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -7572175.000000 Penalty: 5488.129395
	Iteration 9F: 3 clusters Score -7572175 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -7574829.000000 Penalty: 5488.129395
	Iteration 10Q: 3 clusters Score -7574829 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -7576199.500000 Penalty: 5488.129395
	Iteration 11Q: 3 clusters Score -7576200 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -7576955.000000 Penalty: 5488.129395
	Iteration 12Q: 3 clusters Score -7576955 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -7577403.500000 Penalty: 5488.129395
	Iteration 13Q: 3 clusters Score -7577404 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -7577698.000000 Penalty: 5488.129395
	Iteration 14Q: 3 clusters Score -7577698 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -7577842.000000 Penalty: 5488.129395
	Iteration 15Q: 3 clusters Score -7577842 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -7578033.000000 Penalty: 5488.129395
	Iteration 16Q: 3 clusters Score -7578033 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -7578142.000000 Penalty: 5488.129395
	Iteration 17Q: 3 clusters Score -7578142 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -7578217.000000 Penalty: 5488.129395
	Iteration 18Q: 3 clusters Score -7578217 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -7578313.000000 Penalty: 5488.129395
	Iteration 19Q: 3 clusters Score -7578313 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -7578343.500000 Penalty: 5488.129395
	Iteration 20F: 3 clusters Score -7578344 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -7578362.500000 Penalty: 5488.129395
	Iteration 21Q: 3 clusters Score -7578362 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -7578388.000000 Penalty: 5488.129395
	Iteration 22Q: 3 clusters Score -7578388 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -7578428.500000 Penalty: 5488.129395
	Iteration 23Q: 3 clusters Score -7578428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -7578449.500000 Penalty: 5488.129395
	Iteration 24Q: 3 clusters Score -7578450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -7578446.000000 Penalty: 5488.129395
	Iteration 25Q: 3 clusters Score -7578446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -7578441.500000 Penalty: 5488.129395
	Iteration 26Q: 3 clusters Score -7578442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -7578456.000000 Penalty: 5488.129395
	Iteration 27Q: 3 clusters Score -7578456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -7578459.000000 Penalty: 5488.129395
	Iteration 28Q: 3 clusters Score -7578459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -7578458.500000 Penalty: 5488.129395
	Iteration 29Q: 3 clusters Score -7578458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -7578468.000000 Penalty: 5488.129395
	Iteration 30Q: 3 clusters Score -7578468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -7578463.500000 Penalty: 5488.129395
	Iteration 31Q: 3 clusters Score -7578464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -7578457.000000 Penalty: 5488.129395
	Iteration 32Q: 3 clusters Score -7578457 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -7578453.000000 Penalty: 5488.129395
	Iteration 33Q: 3 clusters Score -7578453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -7578467.000000 Penalty: 5488.129395
	Iteration 34Q: 3 clusters Score -7578467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -7578468.000000 Penalty: 5488.129395
	Iteration 35Q: 3 clusters Score -7578468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -7578482.500000 Penalty: 5488.129395
	Iteration 36Q: 3 clusters Score -7578482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -7578486.500000 Penalty: 5488.129395
	Iteration 37Q: 3 clusters Score -7578486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -7578495.500000 Penalty: 5488.129395
	Iteration 38Q: 3 clusters Score -7578496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -7578490.000000 Penalty: 5488.129395
	Iteration 39Q: 3 clusters Score -7578490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -7578508.000000 Penalty: 5488.129395
	Iteration 40F: 3 clusters Score -7578508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -7578494.500000 Penalty: 5488.129395
	Iteration 41Q: 3 clusters Score -7578494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -7578494.000000 Penalty: 5488.129395
	Iteration 42Q: 3 clusters Score -7578494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -7578491.500000 Penalty: 5488.129395
	Iteration 43Q: 3 clusters Score -7578492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -7578500.000000 Penalty: 5488.129395
	Iteration 44Q: 3 clusters Score -7578500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -7578495.000000 Penalty: 5488.129395
	Iteration 45Q: 3 clusters Score -7578495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
Score: -7578492.000000 Penalty: 5488.129395
	Iteration 46Q: 3 clusters Score -7578492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -7578494.000000 Penalty: 5488.129395
	Iteration 47Q: 3 clusters Score -7578494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -7578487.500000 Penalty: 5488.129395
	Iteration 48Q: 3 clusters Score -7578488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -7578482.000000 Penalty: 5488.129395
	Iteration 49Q: 3 clusters Score -7578482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -7578477.000000 Penalty: 5488.129395
	Iteration 50Q: 3 clusters Score -7578477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -7578471.500000 Penalty: 5488.129395
	Iteration 51Q: 3 clusters Score -7578472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -7578477.000000 Penalty: 5488.129395
	Iteration 52Q: 3 clusters Score -7578477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -7578490.000000 Penalty: 5488.129395
	Iteration 53Q: 3 clusters Score -7578490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -7578497.500000 Penalty: 5488.129395
	Iteration 54Q: 3 clusters Score -7578498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -7578498.000000 Penalty: 5488.129395
	Iteration 55Q: 3 clusters Score -7578498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
Score: -7578510.500000 Penalty: 5488.129395
	Iteration 56Q: 3 clusters Score -7578510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 55287 members 
Entering Unmasked Estep 
Score: -7578519.500000 Penalty: 5488.129395
	Iteration 57Q: 3 clusters Score -7578520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -7578511.000000 Penalty: 5488.129395
	Iteration 58Q: 3 clusters Score -7578511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -7578506.000000 Penalty: 5488.129395
	Iteration 59Q: 3 clusters Score -7578506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -7578513.500000 Penalty: 5488.129395
	Iteration 60F: 3 clusters Score -7578514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -7578516.000000 Penalty: 5488.129395
	Iteration 61Q: 3 clusters Score -7578516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 55351 members 
Entering Unmasked Estep 
Score: -7578506.500000 Penalty: 5488.129395
	Iteration 62Q: 3 clusters Score -7578506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -7578503.500000 Penalty: 5488.129395
	Iteration 63Q: 3 clusters Score -7578504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -7578516.000000 Penalty: 5488.129395
	Iteration 64Q: 3 clusters Score -7578516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -7578515.000000 Penalty: 5488.129395
	Iteration 65Q: 3 clusters Score -7578515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -7578514.000000 Penalty: 5488.129395
	Iteration 66Q: 3 clusters Score -7578514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -7578503.000000 Penalty: 5488.129395
	Iteration 67Q: 3 clusters Score -7578503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -7578509.500000 Penalty: 5488.129395
	Iteration 68Q: 3 clusters Score -7578510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -7578511.500000 Penalty: 5488.129395
	Iteration 69Q: 3 clusters Score -7578512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -7578501.500000 Penalty: 5488.129395
	Iteration 70Q: 3 clusters Score -7578502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -7578511.500000 Penalty: 5488.129395
	Iteration 71Q: 3 clusters Score -7578512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -7578502.000000 Penalty: 5488.129395
	Iteration 72Q: 3 clusters Score -7578502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -7578508.000000 Penalty: 5488.129395
	Iteration 73Q: 3 clusters Score -7578508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -7578518.000000 Penalty: 5488.129395
	Iteration 74Q: 3 clusters Score -7578518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -7578514.000000 Penalty: 5488.129395
	Iteration 75Q: 3 clusters Score -7578514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -7578512.000000 Penalty: 5488.129395
	Iteration 76Q: 3 clusters Score -7578512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -7578516.000000 Penalty: 5488.129395
	Iteration 77Q: 3 clusters Score -7578516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -7578507.500000 Penalty: 5488.129395
	Iteration 78Q: 3 clusters Score -7578508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -7578505.500000 Penalty: 5488.129395
	Iteration 79Q: 3 clusters Score -7578506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 55463 members 
Entering Unmasked Estep 
Score: -7578497.000000 Penalty: 5488.129395
	Iteration 80F: 3 clusters Score -7578497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -7578499.000000 Penalty: 5488.129395
	Iteration 81Q: 3 clusters Score -7578499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -7578505.500000 Penalty: 5488.129395
	Iteration 82Q: 3 clusters Score -7578506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -7578500.500000 Penalty: 5488.129395
	Iteration 83Q: 3 clusters Score -7578500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -7578501.000000 Penalty: 5488.129395
	Iteration 84Q: 3 clusters Score -7578501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -7578499.000000 Penalty: 5488.129395
	Iteration 85Q: 3 clusters Score -7578499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -7578498.500000 Penalty: 5488.129395
	Iteration 86Q: 3 clusters Score -7578498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -7578494.500000 Penalty: 5488.129395
	Iteration 87Q: 3 clusters Score -7578494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -7578510.000000 Penalty: 5488.129395
	Iteration 88Q: 3 clusters Score -7578510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -7578503.500000 Penalty: 5488.129395
	Iteration 89Q: 3 clusters Score -7578504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -7578504.500000 Penalty: 5488.129395
	Iteration 90Q: 3 clusters Score -7578504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -7578505.000000 Penalty: 5488.129395
	Iteration 91Q: 3 clusters Score -7578505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -7578500.500000 Penalty: 5488.129395
	Iteration 92Q: 3 clusters Score -7578500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -7578504.500000 Penalty: 5488.129395
	Iteration 93Q: 3 clusters Score -7578504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -7578509.000000 Penalty: 5488.129395
	Iteration 94Q: 3 clusters Score -7578509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -7578509.000000 Penalty: 5488.129395
	Iteration 95F: 3 clusters Score -7578509 nChanged 0
--- Evaluating fit on full set of 4037800 points ---
Entering Unmasked Estep 
Score: -478143648.000000 Penalty: 109399.023438
22->30 Clusters: Score -478143648.000000, best is -478680160.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1345933 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 61231 members 
Mstep: Class 3 contains 61226 members 
Mstep: Class 4 contains 61035 members 
Mstep: Class 5 contains 61269 members 
Mstep: Class 6 contains 60934 members 
Mstep: Class 7 contains 61092 members 
Mstep: Class 8 contains 61203 members 
Mstep: Class 9 contains 61685 members 
Mstep: Class 10 contains 61358 members 
Mstep: Class 11 contains 61151 members 
Mstep: Class 12 contains 61198 members 
Mstep: Class 13 contains 61356 members 
Mstep: Class 14 contains 61134 members 
Mstep: Class 15 contains 61530 members 
Mstep: Class 16 contains 60961 members 
Mstep: Class 17 contains 60852 members 
Mstep: Class 18 contains 61363 members 
Mstep: Class 19 contains 61618 members 
Mstep: Class 20 contains 60834 members 
Mstep: Class 21 contains 61098 members 
Mstep: Class 22 contains 60696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 570.754395 but Gain 3499.921875
Score: -149953680.000000 Penalty: 73498.414062
Iteration 0F: 22 clusters Score -1.499537e+08 nChanged 1279361
Entering Unmasked Mstep 
Mstep: Class 0 contains 1454 members 
Mstep: Class 1 contains 148477 members 
Mstep: Class 2 contains 101268 members 
Mstep: Class 3 contains 24836 members 
Mstep: Class 4 contains 17240 members 
Mstep: Class 5 contains 142937 members 
Mstep: Class 7 contains 13901 members 
Mstep: Class 8 contains 39177 members 
Mstep: Class 9 contains 142185 members 
Mstep: Class 10 contains 53751 members 
Mstep: Class 11 contains 19854 members 
Mstep: Class 12 contains 32528 members 
Mstep: Class 13 contains 66951 members 
Mstep: Class 14 contains 28090 members 
Mstep: Class 15 contains 144949 members 
Mstep: Class 16 contains 49910 members 
Mstep: Class 17 contains 65167 members 
Mstep: Class 18 contains 14688 members 
Mstep: Class 19 contains 18705 members 
Mstep: Class 20 contains 70622 members 
Mstep: Class 21 contains 48299 members 
Mstep: Class 22 contains 100944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153658688.000000 Penalty: 73498.414062
Iteration 1F: 22 clusters Score -1.536587e+08 nChanged 478282
Entering Unmasked Mstep 
Mstep: Class 0 contains 643 members 
Mstep: Class 1 contains 172723 members 
Mstep: Class 2 contains 110427 members 
Mstep: Class 3 contains 16064 members 
Mstep: Class 4 contains 15398 members 
Mstep: Class 5 contains 144994 members 
Mstep: Class 7 contains 6045 members 
Mstep: Class 8 contains 32734 members 
Mstep: Class 9 contains 131653 members 
Mstep: Class 10 contains 51725 members 
Mstep: Class 11 contains 11779 members 
Mstep: Class 12 contains 26205 members 
Mstep: Class 13 contains 74526 members 
Mstep: Class 14 contains 17165 members 
Mstep: Class 15 contains 164701 members 
Mstep: Class 16 contains 37606 members 
Mstep: Class 17 contains 83980 members 
Mstep: Class 18 contains 18192 members 
Mstep: Class 19 contains 12614 members 
Mstep: Class 20 contains 72954 members 
Mstep: Class 21 contains 32977 members 
Mstep: Class 22 contains 110828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154538880.000000 Penalty: 73498.414062
Iteration 2F: 22 clusters Score -1.545389e+08 nChanged 338492
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 177829 members 
Mstep: Class 2 contains 113820 members 
Mstep: Class 3 contains 10231 members 
Mstep: Class 4 contains 17107 members 
Mstep: Class 5 contains 150279 members 
Mstep: Class 7 contains 3782 members 
Mstep: Class 8 contains 29165 members 
Mstep: Class 9 contains 130460 members 
Mstep: Class 10 contains 49256 members 
Mstep: Class 11 contains 7609 members 
Mstep: Class 12 contains 20067 members 
Mstep: Class 13 contains 82187 members 
Mstep: Class 14 contains 8263 members 
Mstep: Class 15 contains 185408 members 
Mstep: Class 16 contains 28054 members 
Mstep: Class 17 contains 98936 members 
Mstep: Class 18 contains 21230 members 
Mstep: Class 19 contains 10207 members 
Mstep: Class 20 contains 70978 members 
Mstep: Class 21 contains 21607 members 
Mstep: Class 22 contains 109079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3279.916992 but Gain 3499.929688
Score: -154990336.000000 Penalty: 69998.484375
Iteration 3F: 21 clusters Score -1.549903e+08 nChanged 252216
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 181607 members 
Mstep: Class 2 contains 120289 members 
Mstep: Class 3 contains 6431 members 
Mstep: Class 4 contains 21758 members 
Mstep: Class 5 contains 150741 members 
Mstep: Class 7 contains 3058 members 
Mstep: Class 8 contains 26586 members 
Mstep: Class 9 contains 131443 members 
Mstep: Class 10 contains 46779 members 
Mstep: Class 11 contains 5818 members 
Mstep: Class 12 contains 15971 members 
Mstep: Class 13 contains 86414 members 
Mstep: Class 15 contains 207903 members 
Mstep: Class 16 contains 22514 members 
Mstep: Class 17 contains 104307 members 
Mstep: Class 18 contains 21312 members 
Mstep: Class 19 contains 9187 members 
Mstep: Class 20 contains 68969 members 
Mstep: Class 21 contains 13128 members 
Mstep: Class 22 contains 101529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155273248.000000 Penalty: 69998.484375
Iteration 4F: 21 clusters Score -1.552732e+08 nChanged 193895
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 182370 members 
Mstep: Class 2 contains 126644 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 28115 members 
Mstep: Class 5 contains 146953 members 
Mstep: Class 7 contains 2885 members 
Mstep: Class 8 contains 24670 members 
Mstep: Class 9 contains 130290 members 
Mstep: Class 10 contains 44393 members 
Mstep: Class 11 contains 5260 members 
Mstep: Class 12 contains 13484 members 
Mstep: Class 13 contains 90443 members 
Mstep: Class 15 contains 224490 members 
Mstep: Class 16 contains 19894 members 
Mstep: Class 17 contains 103912 members 
Mstep: Class 18 contains 21560 members 
Mstep: Class 19 contains 9188 members 
Mstep: Class 20 contains 66740 members 
Mstep: Class 21 contains 8395 members 
Mstep: Class 22 contains 92174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2944.705811 but Gain 3499.921875
Score: -155430912.000000 Penalty: 66498.562500
Iteration 5F: 20 clusters Score -1.554309e+08 nChanged 152147
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 181701 members 
Mstep: Class 2 contains 131844 members 
Mstep: Class 4 contains 34295 members 
Mstep: Class 5 contains 142370 members 
Mstep: Class 7 contains 3015 members 
Mstep: Class 8 contains 23295 members 
Mstep: Class 9 contains 130268 members 
Mstep: Class 10 contains 42538 members 
Mstep: Class 11 contains 5424 members 
Mstep: Class 12 contains 13008 members 
Mstep: Class 13 contains 96234 members 
Mstep: Class 15 contains 230473 members 
Mstep: Class 16 contains 19439 members 
Mstep: Class 17 contains 102769 members 
Mstep: Class 18 contains 22783 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 64952 members 
Mstep: Class 21 contains 7257 members 
Mstep: Class 22 contains 85344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155522656.000000 Penalty: 66498.562500
Iteration 6F: 20 clusters Score -1.555227e+08 nChanged 117856
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 179429 members 
Mstep: Class 2 contains 136065 members 
Mstep: Class 4 contains 39247 members 
Mstep: Class 5 contains 137595 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 22685 members 
Mstep: Class 9 contains 131624 members 
Mstep: Class 10 contains 40945 members 
Mstep: Class 11 contains 5604 members 
Mstep: Class 12 contains 13761 members 
Mstep: Class 13 contains 102795 members 
Mstep: Class 15 contains 228268 members 
Mstep: Class 16 contains 20153 members 
Mstep: Class 17 contains 101726 members 
Mstep: Class 18 contains 23429 members 
Mstep: Class 19 contains 8131 members 
Mstep: Class 20 contains 63132 members 
Mstep: Class 21 contains 7051 members 
Mstep: Class 22 contains 80859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155587856.000000 Penalty: 66498.562500
Iteration 7F: 20 clusters Score -1.555879e+08 nChanged 98438
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 175467 members 
Mstep: Class 2 contains 139592 members 
Mstep: Class 4 contains 43413 members 
Mstep: Class 5 contains 132628 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 22501 members 
Mstep: Class 9 contains 135448 members 
Mstep: Class 10 contains 39467 members 
Mstep: Class 11 contains 5705 members 
Mstep: Class 12 contains 14725 members 
Mstep: Class 13 contains 109300 members 
Mstep: Class 15 contains 221949 members 
Mstep: Class 16 contains 21560 members 
Mstep: Class 17 contains 100945 members 
Mstep: Class 18 contains 23807 members 
Mstep: Class 19 contains 7193 members 
Mstep: Class 20 contains 62337 members 
Mstep: Class 21 contains 7381 members 
Mstep: Class 22 contains 78436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155639536.000000 Penalty: 66498.562500
Iteration 8F: 20 clusters Score -1.556395e+08 nChanged 85121
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 170203 members 
Mstep: Class 2 contains 142327 members 
Mstep: Class 4 contains 46901 members 
Mstep: Class 5 contains 127677 members 
Mstep: Class 7 contains 4947 members 
Mstep: Class 8 contains 22131 members 
Mstep: Class 9 contains 141996 members 
Mstep: Class 10 contains 37756 members 
Mstep: Class 11 contains 5729 members 
Mstep: Class 12 contains 15520 members 
Mstep: Class 13 contains 115114 members 
Mstep: Class 15 contains 213022 members 
Mstep: Class 16 contains 23271 members 
Mstep: Class 17 contains 100418 members 
Mstep: Class 18 contains 23952 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 63470 members 
Mstep: Class 21 contains 7854 members 
Mstep: Class 22 contains 77476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155682048.000000 Penalty: 66498.562500
Iteration 9F: 20 clusters Score -1.55682e+08 nChanged 74238
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 164897 members 
Mstep: Class 2 contains 144068 members 
Mstep: Class 4 contains 50015 members 
Mstep: Class 5 contains 123084 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 21666 members 
Mstep: Class 9 contains 150813 members 
Mstep: Class 10 contains 35752 members 
Mstep: Class 11 contains 5716 members 
Mstep: Class 12 contains 16076 members 
Mstep: Class 13 contains 119487 members 
Mstep: Class 15 contains 203066 members 
Mstep: Class 16 contains 24927 members 
Mstep: Class 17 contains 100054 members 
Mstep: Class 18 contains 23931 members 
Mstep: Class 19 contains 5089 members 
Mstep: Class 20 contains 65466 members 
Mstep: Class 21 contains 8556 members 
Mstep: Class 22 contains 77368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155717632.000000 Penalty: 66498.562500
Iteration 10F: 20 clusters Score -1.557176e+08 nChanged 64897
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 160224 members 
Mstep: Class 2 contains 144734 members 
Mstep: Class 4 contains 52722 members 
Mstep: Class 5 contains 119060 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 21384 members 
Mstep: Class 9 contains 161842 members 
Mstep: Class 10 contains 33258 members 
Mstep: Class 11 contains 5704 members 
Mstep: Class 12 contains 16482 members 
Mstep: Class 13 contains 121735 members 
Mstep: Class 15 contains 193771 members 
Mstep: Class 16 contains 26383 members 
Mstep: Class 17 contains 99825 members 
Mstep: Class 18 contains 23811 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 67427 members 
Mstep: Class 21 contains 9233 members 
Mstep: Class 22 contains 77510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155750288.000000 Penalty: 66498.562500
Iteration 11Q: 20 clusters Score -1.557503e+08 nChanged 59186
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 144685 members 
Mstep: Class 4 contains 54790 members 
Mstep: Class 5 contains 115691 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 21229 members 
Mstep: Class 9 contains 175519 members 
Mstep: Class 10 contains 30315 members 
Mstep: Class 11 contains 5698 members 
Mstep: Class 12 contains 16862 members 
Mstep: Class 13 contains 121512 members 
Mstep: Class 15 contains 185528 members 
Mstep: Class 16 contains 27612 members 
Mstep: Class 17 contains 99687 members 
Mstep: Class 18 contains 23693 members 
Mstep: Class 19 contains 3301 members 
Mstep: Class 20 contains 68962 members 
Mstep: Class 21 contains 9789 members 
Mstep: Class 22 contains 77457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155778048.000000 Penalty: 66498.562500
Iteration 12Q: 20 clusters Score -1.55778e+08 nChanged 56236
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 152909 members 
Mstep: Class 2 contains 143930 members 
Mstep: Class 4 contains 56276 members 
Mstep: Class 5 contains 113388 members 
Mstep: Class 7 contains 7941 members 
Mstep: Class 8 contains 21158 members 
Mstep: Class 9 contains 191095 members 
Mstep: Class 10 contains 27078 members 
Mstep: Class 11 contains 5705 members 
Mstep: Class 12 contains 17246 members 
Mstep: Class 13 contains 119739 members 
Mstep: Class 15 contains 177876 members 
Mstep: Class 16 contains 28399 members 
Mstep: Class 17 contains 99639 members 
Mstep: Class 18 contains 23583 members 
Mstep: Class 19 contains 2663 members 
Mstep: Class 20 contains 70140 members 
Mstep: Class 21 contains 10230 members 
Mstep: Class 22 contains 76905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3498.747803 but Gain 3499.921875
Score: -155805728.000000 Penalty: 62998.640625
Iteration 13Q: 19 clusters Score -1.558057e+08 nChanged 56158
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 151356 members 
Mstep: Class 2 contains 142821 members 
Mstep: Class 4 contains 57225 members 
Mstep: Class 5 contains 111855 members 
Mstep: Class 7 contains 8568 members 
Mstep: Class 8 contains 21104 members 
Mstep: Class 9 contains 206225 members 
Mstep: Class 10 contains 23607 members 
Mstep: Class 11 contains 5766 members 
Mstep: Class 12 contains 17597 members 
Mstep: Class 13 contains 118989 members 
Mstep: Class 15 contains 170724 members 
Mstep: Class 16 contains 28758 members 
Mstep: Class 17 contains 99583 members 
Mstep: Class 18 contains 23525 members 
Mstep: Class 20 contains 71788 members 
Mstep: Class 21 contains 10613 members 
Mstep: Class 22 contains 75797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155831728.000000 Penalty: 62998.640625
Iteration 14Q: 19 clusters Score -1.558317e+08 nChanged 49415
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 149637 members 
Mstep: Class 2 contains 141751 members 
Mstep: Class 4 contains 57915 members 
Mstep: Class 5 contains 111041 members 
Mstep: Class 7 contains 9043 members 
Mstep: Class 8 contains 21036 members 
Mstep: Class 9 contains 217940 members 
Mstep: Class 10 contains 20212 members 
Mstep: Class 11 contains 5778 members 
Mstep: Class 12 contains 17857 members 
Mstep: Class 13 contains 119899 members 
Mstep: Class 15 contains 164747 members 
Mstep: Class 16 contains 28963 members 
Mstep: Class 17 contains 99476 members 
Mstep: Class 18 contains 23519 members 
Mstep: Class 20 contains 72124 members 
Mstep: Class 21 contains 11114 members 
Mstep: Class 22 contains 73849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155845552.000000 Penalty: 62998.640625
Iteration 15Q: 19 clusters Score -1.558456e+08 nChanged 42606
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 149011 members 
Mstep: Class 2 contains 140884 members 
Mstep: Class 4 contains 58502 members 
Mstep: Class 5 contains 110842 members 
Mstep: Class 7 contains 9456 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 225045 members 
Mstep: Class 10 contains 17146 members 
Mstep: Class 11 contains 5783 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 13 contains 121971 members 
Mstep: Class 15 contains 160282 members 
Mstep: Class 16 contains 29290 members 
Mstep: Class 17 contains 99413 members 
Mstep: Class 18 contains 23570 members 
Mstep: Class 20 contains 72199 members 
Mstep: Class 21 contains 11758 members 
Mstep: Class 22 contains 71695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155855264.000000 Penalty: 62998.640625
Iteration 16Q: 19 clusters Score -1.558553e+08 nChanged 36028
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 149104 members 
Mstep: Class 2 contains 140209 members 
Mstep: Class 4 contains 59156 members 
Mstep: Class 5 contains 111214 members 
Mstep: Class 7 contains 9810 members 
Mstep: Class 8 contains 20907 members 
Mstep: Class 9 contains 228343 members 
Mstep: Class 10 contains 14474 members 
Mstep: Class 11 contains 5784 members 
Mstep: Class 12 contains 18290 members 
Mstep: Class 13 contains 124372 members 
Mstep: Class 15 contains 157447 members 
Mstep: Class 16 contains 29850 members 
Mstep: Class 17 contains 99454 members 
Mstep: Class 18 contains 23635 members 
Mstep: Class 20 contains 72010 members 
Mstep: Class 21 contains 12521 members 
Mstep: Class 22 contains 69321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155863296.000000 Penalty: 62998.640625
Iteration 17Q: 19 clusters Score -1.558633e+08 nChanged 30763
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 149697 members 
Mstep: Class 2 contains 139671 members 
Mstep: Class 4 contains 59802 members 
Mstep: Class 5 contains 111939 members 
Mstep: Class 7 contains 10177 members 
Mstep: Class 8 contains 20837 members 
Mstep: Class 9 contains 228885 members 
Mstep: Class 10 contains 12205 members 
Mstep: Class 11 contains 5783 members 
Mstep: Class 12 contains 18461 members 
Mstep: Class 13 contains 126761 members 
Mstep: Class 15 contains 156000 members 
Mstep: Class 16 contains 30709 members 
Mstep: Class 17 contains 99529 members 
Mstep: Class 18 contains 23702 members 
Mstep: Class 20 contains 71737 members 
Mstep: Class 21 contains 13369 members 
Mstep: Class 22 contains 66637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155868992.000000 Penalty: 62998.640625
Iteration 18Q: 19 clusters Score -1.55869e+08 nChanged 26549
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 150489 members 
Mstep: Class 2 contains 139095 members 
Mstep: Class 4 contains 60418 members 
Mstep: Class 5 contains 112906 members 
Mstep: Class 7 contains 10495 members 
Mstep: Class 8 contains 20751 members 
Mstep: Class 9 contains 227505 members 
Mstep: Class 10 contains 10382 members 
Mstep: Class 11 contains 5783 members 
Mstep: Class 12 contains 18634 members 
Mstep: Class 13 contains 129119 members 
Mstep: Class 15 contains 155406 members 
Mstep: Class 16 contains 31824 members 
Mstep: Class 17 contains 99662 members 
Mstep: Class 18 contains 23746 members 
Mstep: Class 20 contains 71429 members 
Mstep: Class 21 contains 14335 members 
Mstep: Class 22 contains 63922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155872976.000000 Penalty: 62998.640625
Iteration 19Q: 19 clusters Score -1.55873e+08 nChanged 23759
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 151304 members 
Mstep: Class 2 contains 138438 members 
Mstep: Class 4 contains 61000 members 
Mstep: Class 5 contains 113940 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 20611 members 
Mstep: Class 9 contains 224932 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 5783 members 
Mstep: Class 12 contains 18772 members 
Mstep: Class 13 contains 131342 members 
Mstep: Class 15 contains 155376 members 
Mstep: Class 16 contains 33285 members 
Mstep: Class 17 contains 99727 members 
Mstep: Class 18 contains 23784 members 
Mstep: Class 20 contains 71166 members 
Mstep: Class 21 contains 15464 members 
Mstep: Class 22 contains 61278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155877136.000000 Penalty: 62998.640625
Iteration 20F: 19 clusters Score -1.558771e+08 nChanged 21536
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 152198 members 
Mstep: Class 2 contains 137591 members 
Mstep: Class 4 contains 61558 members 
Mstep: Class 5 contains 115034 members 
Mstep: Class 7 contains 11146 members 
Mstep: Class 8 contains 20454 members 
Mstep: Class 9 contains 221662 members 
Mstep: Class 10 contains 7773 members 
Mstep: Class 11 contains 5786 members 
Mstep: Class 12 contains 18937 members 
Mstep: Class 13 contains 133599 members 
Mstep: Class 15 contains 155542 members 
Mstep: Class 16 contains 34929 members 
Mstep: Class 17 contains 99727 members 
Mstep: Class 18 contains 23816 members 
Mstep: Class 20 contains 70898 members 
Mstep: Class 21 contains 16698 members 
Mstep: Class 22 contains 58554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155881824.000000 Penalty: 62998.640625
Iteration 21Q: 19 clusters Score -1.558818e+08 nChanged 19951
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153134 members 
Mstep: Class 2 contains 136646 members 
Mstep: Class 4 contains 62010 members 
Mstep: Class 5 contains 115996 members 
Mstep: Class 7 contains 11533 members 
Mstep: Class 8 contains 20299 members 
Mstep: Class 9 contains 217903 members 
Mstep: Class 10 contains 6880 members 
Mstep: Class 11 contains 5787 members 
Mstep: Class 12 contains 19078 members 
Mstep: Class 13 contains 135750 members 
Mstep: Class 15 contains 156008 members 
Mstep: Class 16 contains 36709 members 
Mstep: Class 17 contains 99741 members 
Mstep: Class 18 contains 23845 members 
Mstep: Class 20 contains 70656 members 
Mstep: Class 21 contains 18081 members 
Mstep: Class 22 contains 55846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155887120.000000 Penalty: 62998.640625
Iteration 22Q: 19 clusters Score -1.558871e+08 nChanged 18794
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154111 members 
Mstep: Class 2 contains 135493 members 
Mstep: Class 4 contains 62346 members 
Mstep: Class 5 contains 116960 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 20125 members 
Mstep: Class 9 contains 214024 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 5789 members 
Mstep: Class 12 contains 19240 members 
Mstep: Class 13 contains 137878 members 
Mstep: Class 15 contains 156410 members 
Mstep: Class 16 contains 38661 members 
Mstep: Class 17 contains 99764 members 
Mstep: Class 18 contains 23868 members 
Mstep: Class 20 contains 70405 members 
Mstep: Class 21 contains 19531 members 
Mstep: Class 22 contains 53264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155891056.000000 Penalty: 62998.640625
Iteration 23Q: 19 clusters Score -1.558911e+08 nChanged 17803
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154953 members 
Mstep: Class 2 contains 134322 members 
Mstep: Class 4 contains 62514 members 
Mstep: Class 5 contains 117784 members 
Mstep: Class 7 contains 12215 members 
Mstep: Class 8 contains 19934 members 
Mstep: Class 9 contains 210088 members 
Mstep: Class 10 contains 5634 members 
Mstep: Class 11 contains 5796 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 140010 members 
Mstep: Class 15 contains 156703 members 
Mstep: Class 16 contains 40688 members 
Mstep: Class 17 contains 99777 members 
Mstep: Class 18 contains 23888 members 
Mstep: Class 20 contains 70206 members 
Mstep: Class 21 contains 21107 members 
Mstep: Class 22 contains 50922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155896128.000000 Penalty: 62998.640625
Iteration 24Q: 19 clusters Score -1.558961e+08 nChanged 17344
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 155776 members 
Mstep: Class 2 contains 133039 members 
Mstep: Class 4 contains 62480 members 
Mstep: Class 5 contains 118619 members 
Mstep: Class 7 contains 12620 members 
Mstep: Class 8 contains 19707 members 
Mstep: Class 9 contains 206158 members 
Mstep: Class 10 contains 5180 members 
Mstep: Class 11 contains 5805 members 
Mstep: Class 12 contains 19505 members 
Mstep: Class 13 contains 142158 members 
Mstep: Class 15 contains 156910 members 
Mstep: Class 16 contains 42745 members 
Mstep: Class 17 contains 99779 members 
Mstep: Class 18 contains 23902 members 
Mstep: Class 20 contains 70054 members 
Mstep: Class 21 contains 22869 members 
Mstep: Class 22 contains 48596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155900384.000000 Penalty: 62998.640625
Iteration 25Q: 19 clusters Score -1.559004e+08 nChanged 17113
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 156486 members 
Mstep: Class 2 contains 131649 members 
Mstep: Class 4 contains 62300 members 
Mstep: Class 5 contains 119470 members 
Mstep: Class 7 contains 13012 members 
Mstep: Class 8 contains 19454 members 
Mstep: Class 9 contains 202306 members 
Mstep: Class 10 contains 4808 members 
Mstep: Class 11 contains 5814 members 
Mstep: Class 12 contains 19654 members 
Mstep: Class 13 contains 144462 members 
Mstep: Class 15 contains 156818 members 
Mstep: Class 16 contains 44812 members 
Mstep: Class 17 contains 99755 members 
Mstep: Class 18 contains 23924 members 
Mstep: Class 20 contains 69954 members 
Mstep: Class 21 contains 24784 members 
Mstep: Class 22 contains 46440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155904416.000000 Penalty: 62998.640625
Iteration 26Q: 19 clusters Score -1.559044e+08 nChanged 17263
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 130252 members 
Mstep: Class 4 contains 61967 members 
Mstep: Class 5 contains 120376 members 
Mstep: Class 7 contains 13425 members 
Mstep: Class 8 contains 19165 members 
Mstep: Class 9 contains 198237 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 11 contains 5821 members 
Mstep: Class 12 contains 19775 members 
Mstep: Class 13 contains 146994 members 
Mstep: Class 15 contains 156370 members 
Mstep: Class 16 contains 46959 members 
Mstep: Class 17 contains 99722 members 
Mstep: Class 18 contains 23951 members 
Mstep: Class 20 contains 69897 members 
Mstep: Class 21 contains 26870 members 
Mstep: Class 22 contains 44528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155909440.000000 Penalty: 62998.640625
Iteration 27Q: 19 clusters Score -1.559094e+08 nChanged 17581
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157645 members 
Mstep: Class 2 contains 128923 members 
Mstep: Class 4 contains 61431 members 
Mstep: Class 5 contains 121351 members 
Mstep: Class 7 contains 13853 members 
Mstep: Class 8 contains 18850 members 
Mstep: Class 9 contains 194314 members 
Mstep: Class 10 contains 4215 members 
Mstep: Class 11 contains 5826 members 
Mstep: Class 12 contains 19843 members 
Mstep: Class 13 contains 149695 members 
Mstep: Class 15 contains 155539 members 
Mstep: Class 16 contains 49091 members 
Mstep: Class 17 contains 99684 members 
Mstep: Class 18 contains 23974 members 
Mstep: Class 20 contains 69926 members 
Mstep: Class 21 contains 29041 members 
Mstep: Class 22 contains 42701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155914560.000000 Penalty: 62998.640625
Iteration 28Q: 19 clusters Score -1.559146e+08 nChanged 18096
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158118 members 
Mstep: Class 2 contains 127528 members 
Mstep: Class 4 contains 60662 members 
Mstep: Class 5 contains 122379 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 190647 members 
Mstep: Class 10 contains 3982 members 
Mstep: Class 11 contains 5832 members 
Mstep: Class 12 contains 19909 members 
Mstep: Class 13 contains 152688 members 
Mstep: Class 15 contains 154251 members 
Mstep: Class 16 contains 51227 members 
Mstep: Class 17 contains 99678 members 
Mstep: Class 18 contains 23987 members 
Mstep: Class 20 contains 70004 members 
Mstep: Class 21 contains 31154 members 
Mstep: Class 22 contains 41070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155918848.000000 Penalty: 62998.640625
Iteration 29Q: 19 clusters Score -1.559188e+08 nChanged 18805
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158565 members 
Mstep: Class 2 contains 126166 members 
Mstep: Class 4 contains 59686 members 
Mstep: Class 5 contains 123449 members 
Mstep: Class 7 contains 14737 members 
Mstep: Class 8 contains 18022 members 
Mstep: Class 9 contains 187271 members 
Mstep: Class 10 contains 3771 members 
Mstep: Class 11 contains 5835 members 
Mstep: Class 12 contains 19979 members 
Mstep: Class 13 contains 155974 members 
Mstep: Class 15 contains 152502 members 
Mstep: Class 16 contains 53448 members 
Mstep: Class 17 contains 99674 members 
Mstep: Class 18 contains 24006 members 
Mstep: Class 20 contains 70186 members 
Mstep: Class 21 contains 33136 members 
Mstep: Class 22 contains 39495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155923376.000000 Penalty: 62998.640625
Iteration 30Q: 19 clusters Score -1.559234e+08 nChanged 19428
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159003 members 
Mstep: Class 2 contains 124867 members 
Mstep: Class 4 contains 58500 members 
Mstep: Class 5 contains 124623 members 
Mstep: Class 7 contains 15127 members 
Mstep: Class 8 contains 17452 members 
Mstep: Class 9 contains 184039 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 20027 members 
Mstep: Class 13 contains 159341 members 
Mstep: Class 15 contains 150517 members 
Mstep: Class 16 contains 55724 members 
Mstep: Class 17 contains 99686 members 
Mstep: Class 18 contains 24027 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 35068 members 
Mstep: Class 22 contains 38051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155929168.000000 Penalty: 62998.640625
Iteration 31Q: 19 clusters Score -1.559292e+08 nChanged 19868
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159427 members 
Mstep: Class 2 contains 123627 members 
Mstep: Class 4 contains 57106 members 
Mstep: Class 5 contains 125862 members 
Mstep: Class 7 contains 15515 members 
Mstep: Class 8 contains 16819 members 
Mstep: Class 9 contains 181425 members 
Mstep: Class 10 contains 3427 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 20092 members 
Mstep: Class 13 contains 162627 members 
Mstep: Class 15 contains 148382 members 
Mstep: Class 16 contains 57931 members 
Mstep: Class 17 contains 99685 members 
Mstep: Class 18 contains 24069 members 
Mstep: Class 20 contains 70649 members 
Mstep: Class 21 contains 36650 members 
Mstep: Class 22 contains 36760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155933584.000000 Penalty: 62998.640625
Iteration 32Q: 19 clusters Score -1.559336e+08 nChanged 20515
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159841 members 
Mstep: Class 2 contains 122436 members 
Mstep: Class 4 contains 55538 members 
Mstep: Class 5 contains 127231 members 
Mstep: Class 7 contains 15927 members 
Mstep: Class 8 contains 16173 members 
Mstep: Class 9 contains 179234 members 
Mstep: Class 10 contains 3273 members 
Mstep: Class 11 contains 5861 members 
Mstep: Class 12 contains 20136 members 
Mstep: Class 13 contains 165758 members 
Mstep: Class 15 contains 146206 members 
Mstep: Class 16 contains 60142 members 
Mstep: Class 17 contains 99701 members 
Mstep: Class 18 contains 24105 members 
Mstep: Class 20 contains 70786 members 
Mstep: Class 21 contains 37976 members 
Mstep: Class 22 contains 35578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155936768.000000 Penalty: 62998.640625
Iteration 33Q: 19 clusters Score -1.559368e+08 nChanged 20703
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 160254 members 
Mstep: Class 2 contains 121373 members 
Mstep: Class 4 contains 53923 members 
Mstep: Class 5 contains 128680 members 
Mstep: Class 7 contains 16349 members 
Mstep: Class 8 contains 15684 members 
Mstep: Class 9 contains 177522 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 5870 members 
Mstep: Class 12 contains 20170 members 
Mstep: Class 13 contains 168342 members 
Mstep: Class 15 contains 144326 members 
Mstep: Class 16 contains 62327 members 
Mstep: Class 17 contains 99690 members 
Mstep: Class 18 contains 24121 members 
Mstep: Class 20 contains 70677 members 
Mstep: Class 21 contains 38974 members 
Mstep: Class 22 contains 34507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155941024.000000 Penalty: 62998.640625
Iteration 34Q: 19 clusters Score -1.55941e+08 nChanged 20563
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 160771 members 
Mstep: Class 2 contains 120362 members 
Mstep: Class 4 contains 52091 members 
Mstep: Class 5 contains 130128 members 
Mstep: Class 7 contains 16792 members 
Mstep: Class 8 contains 15350 members 
Mstep: Class 9 contains 176108 members 
Mstep: Class 10 contains 2992 members 
Mstep: Class 11 contains 5877 members 
Mstep: Class 12 contains 20194 members 
Mstep: Class 13 contains 170542 members 
Mstep: Class 15 contains 142667 members 
Mstep: Class 16 contains 64565 members 
Mstep: Class 17 contains 99691 members 
Mstep: Class 18 contains 24132 members 
Mstep: Class 20 contains 70340 members 
Mstep: Class 21 contains 39780 members 
Mstep: Class 22 contains 33520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155944208.000000 Penalty: 62998.640625
Iteration 35Q: 19 clusters Score -1.559442e+08 nChanged 20345
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 161263 members 
Mstep: Class 2 contains 119361 members 
Mstep: Class 4 contains 50126 members 
Mstep: Class 5 contains 131697 members 
Mstep: Class 7 contains 17227 members 
Mstep: Class 8 contains 15133 members 
Mstep: Class 9 contains 175137 members 
Mstep: Class 10 contains 2890 members 
Mstep: Class 11 contains 5884 members 
Mstep: Class 12 contains 20183 members 
Mstep: Class 13 contains 172179 members 
Mstep: Class 15 contains 141392 members 
Mstep: Class 16 contains 66678 members 
Mstep: Class 17 contains 99685 members 
Mstep: Class 18 contains 24132 members 
Mstep: Class 20 contains 69900 members 
Mstep: Class 21 contains 40394 members 
Mstep: Class 22 contains 32641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155946384.000000 Penalty: 62998.640625
Iteration 36Q: 19 clusters Score -1.559464e+08 nChanged 19849
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 161754 members 
Mstep: Class 2 contains 118367 members 
Mstep: Class 4 contains 48006 members 
Mstep: Class 5 contains 133418 members 
Mstep: Class 7 contains 17705 members 
Mstep: Class 8 contains 15004 members 
Mstep: Class 9 contains 174538 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 5892 members 
Mstep: Class 12 contains 20136 members 
Mstep: Class 13 contains 173181 members 
Mstep: Class 15 contains 140547 members 
Mstep: Class 16 contains 68675 members 
Mstep: Class 17 contains 99636 members 
Mstep: Class 18 contains 24148 members 
Mstep: Class 20 contains 69381 members 
Mstep: Class 21 contains 40880 members 
Mstep: Class 22 contains 31820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155949264.000000 Penalty: 62998.640625
Iteration 37Q: 19 clusters Score -1.559493e+08 nChanged 19184
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 162235 members 
Mstep: Class 2 contains 117392 members 
Mstep: Class 4 contains 45880 members 
Mstep: Class 5 contains 135194 members 
Mstep: Class 7 contains 18191 members 
Mstep: Class 8 contains 14930 members 
Mstep: Class 9 contains 174315 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 5903 members 
Mstep: Class 12 contains 20058 members 
Mstep: Class 13 contains 173697 members 
Mstep: Class 15 contains 140102 members 
Mstep: Class 16 contains 70467 members 
Mstep: Class 17 contains 99598 members 
Mstep: Class 18 contains 24159 members 
Mstep: Class 20 contains 68765 members 
Mstep: Class 21 contains 41199 members 
Mstep: Class 22 contains 31090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3481.956055 but Gain 3499.925781
Score: -155952592.000000 Penalty: 59498.714844
Iteration 38Q: 18 clusters Score -1.559526e+08 nChanged 20964
Entering ConstructFrom: 
Score: -155952592.000000 Penalty: 59498.714844
Entering ConstructFrom: 
Trying to split cluster 1 (163553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163553 members 
Entering Unmasked Estep 
Score: -19540934.000000 Penalty: 2977.213379
	Iteration 0F: 2 clusters Score -1.954093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81486 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -19434738.000000 Penalty: 5954.426758
	Iteration 0F: 3 clusters Score -1.943474e+07 nChanged 78316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76514 members 
Mstep: Class 2 contains 87039 members 
Entering Unmasked Estep 
Score: -19480188.000000 Penalty: 5954.426758
	Iteration 1F: 3 clusters Score -1.948019e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -19481886.000000 Penalty: 5954.426758
	Iteration 2Q: 3 clusters Score -1.948189e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 95578 members 
Entering Unmasked Estep 
Score: -19484680.000000 Penalty: 5954.426758
	Iteration 3Q: 3 clusters Score -1.948468e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 103651 members 
Entering Unmasked Estep 
Score: -19490192.000000 Penalty: 5954.426758
	Iteration 4F: 3 clusters Score -1.949019e+07 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 114847 members 
Entering Unmasked Estep 
Score: -19499802.000000 Penalty: 5954.426758
	Iteration 5F: 3 clusters Score -1.94998e+07 nChanged 14619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 128048 members 
Entering Unmasked Estep 
Score: -19512776.000000 Penalty: 5954.426758
	Iteration 6F: 3 clusters Score -1.951278e+07 nChanged 13405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 140269 members 
Entering Unmasked Estep 
Score: -19525522.000000 Penalty: 5954.426758
	Iteration 7F: 3 clusters Score -1.952552e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 148840 members 
Entering Unmasked Estep 
Score: -19533760.000000 Penalty: 5954.426758
	Iteration 8F: 3 clusters Score -1.953376e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 153959 members 
Entering Unmasked Estep 
Score: -19537592.000000 Penalty: 5954.426758
	Iteration 9Q: 3 clusters Score -1.953759e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 156779 members 
Entering Unmasked Estep 
Score: -19539122.000000 Penalty: 5954.426758
	Iteration 10Q: 3 clusters Score -1.953912e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 158514 members 
Entering Unmasked Estep 
Score: -19539966.000000 Penalty: 5954.426758
	Iteration 11Q: 3 clusters Score -1.953997e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 159553 members 
Entering Unmasked Estep 
Score: -19540256.000000 Penalty: 5954.426758
	Iteration 12Q: 3 clusters Score -1.954026e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 160222 members 
Entering Unmasked Estep 
Score: -19540390.000000 Penalty: 5954.426758
	Iteration 13Q: 3 clusters Score -1.954039e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 160652 members 
Entering Unmasked Estep 
Score: -19540454.000000 Penalty: 5954.426758
	Iteration 14Q: 3 clusters Score -1.954045e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 160947 members 
Entering Unmasked Estep 
Score: -19540478.000000 Penalty: 5954.426758
	Iteration 15Q: 3 clusters Score -1.954048e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 161150 members 
Entering Unmasked Estep 
Score: -19540510.000000 Penalty: 5954.426758
	Iteration 16Q: 3 clusters Score -1.954051e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 161274 members 
Entering Unmasked Estep 
Score: -19540560.000000 Penalty: 5954.426758
	Iteration 17Q: 3 clusters Score -1.954056e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -19540584.000000 Penalty: 5954.426758
	Iteration 18Q: 3 clusters Score -1.954058e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 161442 members 
Entering Unmasked Estep 
Score: -19540576.000000 Penalty: 5954.426758
	Iteration 19Q: 3 clusters Score -1.954058e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 161502 members 
Entering Unmasked Estep 
Score: -19540572.000000 Penalty: 5954.426758
	Iteration 20F: 3 clusters Score -1.954057e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 161552 members 
Entering Unmasked Estep 
Score: -19540584.000000 Penalty: 5954.426758
	Iteration 21Q: 3 clusters Score -1.954058e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 161593 members 
Entering Unmasked Estep 
Score: -19540600.000000 Penalty: 5954.426758
	Iteration 22Q: 3 clusters Score -1.95406e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 161628 members 
Entering Unmasked Estep 
Score: -19540610.000000 Penalty: 5954.426758
	Iteration 23Q: 3 clusters Score -1.954061e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 161662 members 
Entering Unmasked Estep 
Score: -19540604.000000 Penalty: 5954.426758
	Iteration 24Q: 3 clusters Score -1.95406e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 161689 members 
Entering Unmasked Estep 
Score: -19540608.000000 Penalty: 5954.426758
	Iteration 25Q: 3 clusters Score -1.954061e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 161711 members 
Entering Unmasked Estep 
Score: -19540598.000000 Penalty: 5954.426758
	Iteration 26Q: 3 clusters Score -1.95406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 161733 members 
Entering Unmasked Estep 
Score: -19540582.000000 Penalty: 5954.426758
	Iteration 27Q: 3 clusters Score -1.954058e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 161743 members 
Entering Unmasked Estep 
Score: -19540592.000000 Penalty: 5954.426758
	Iteration 28Q: 3 clusters Score -1.954059e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 161753 members 
Entering Unmasked Estep 
Score: -19540580.000000 Penalty: 5954.426758
	Iteration 29Q: 3 clusters Score -1.954058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 161762 members 
Entering Unmasked Estep 
Score: -19540594.000000 Penalty: 5954.426758
	Iteration 30Q: 3 clusters Score -1.954059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 161772 members 
Entering Unmasked Estep 
Score: -19540576.000000 Penalty: 5954.426758
	Iteration 31Q: 3 clusters Score -1.954058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 161778 members 
Entering Unmasked Estep 
Score: -19540580.000000 Penalty: 5954.426758
	Iteration 32Q: 3 clusters Score -1.954058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 161787 members 
Entering Unmasked Estep 
Score: -19540580.000000 Penalty: 5954.426758
	Iteration 33Q: 3 clusters Score -1.954058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 161793 members 
Entering Unmasked Estep 
Score: -19540560.000000 Penalty: 5954.426758
	Iteration 34Q: 3 clusters Score -1.954056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 161803 members 
Entering Unmasked Estep 
Score: -19540582.000000 Penalty: 5954.426758
	Iteration 35Q: 3 clusters Score -1.954058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 161808 members 
Entering Unmasked Estep 
Score: -19540560.000000 Penalty: 5954.426758
	Iteration 36Q: 3 clusters Score -1.954056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 161819 members 
Entering Unmasked Estep 
Score: -19540562.000000 Penalty: 5954.426758
	Iteration 37Q: 3 clusters Score -1.954056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 161830 members 
Entering Unmasked Estep 
Score: -19540548.000000 Penalty: 5954.426758
	Iteration 38Q: 3 clusters Score -1.954055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 161835 members 
Entering Unmasked Estep 
Score: -19540576.000000 Penalty: 5954.426758
	Iteration 39Q: 3 clusters Score -1.954058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 161840 members 
Entering Unmasked Estep 
Score: -19540566.000000 Penalty: 5954.426758
	Iteration 40F: 3 clusters Score -1.954057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 161842 members 
Entering Unmasked Estep 
Score: -19540570.000000 Penalty: 5954.426758
	Iteration 41Q: 3 clusters Score -1.954057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 161840 members 
Entering Unmasked Estep 
Score: -19540572.000000 Penalty: 5954.426758
	Iteration 42Q: 3 clusters Score -1.954057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 161840 members 
Entering Unmasked Estep 
Score: -19540574.000000 Penalty: 5954.426758
	Iteration 43Q: 3 clusters Score -1.954057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 161840 members 
Entering Unmasked Estep 
Score: -19540574.000000 Penalty: 5954.426758
	Iteration 44F: 3 clusters Score -1.954057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (116520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116520 members 
Entering Unmasked Estep 
Score: -13776711.000000 Penalty: 2893.122803
	Iteration 0F: 2 clusters Score -1.377671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 58015 members 
Entering Unmasked Estep 
Score: -13698815.000000 Penalty: 5786.245605
	Iteration 0F: 3 clusters Score -1.369882e+07 nChanged 55482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -13731115.000000 Penalty: 5786.245605
	Iteration 1F: 3 clusters Score -1.373112e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -13732788.000000 Penalty: 5786.245605
	Iteration 2Q: 3 clusters Score -1.373279e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -13735279.000000 Penalty: 5786.245605
	Iteration 3Q: 3 clusters Score -1.373528e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -13739162.000000 Penalty: 5786.245605
	Iteration 4F: 3 clusters Score -1.373916e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -13744463.000000 Penalty: 5786.245605
	Iteration 5F: 3 clusters Score -1.374446e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -13750909.000000 Penalty: 5786.245605
	Iteration 6F: 3 clusters Score -1.375091e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -13757814.000000 Penalty: 5786.245605
	Iteration 7F: 3 clusters Score -1.375781e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79336 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -13763622.000000 Penalty: 5786.245605
	Iteration 8F: 3 clusters Score -1.376362e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80130 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -13767495.000000 Penalty: 5786.245605
	Iteration 9Q: 3 clusters Score -1.37675e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -13769330.000000 Penalty: 5786.245605
	Iteration 10Q: 3 clusters Score -1.376933e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -13770380.000000 Penalty: 5786.245605
	Iteration 11Q: 3 clusters Score -1.377038e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -13771092.000000 Penalty: 5786.245605
	Iteration 12Q: 3 clusters Score -1.377109e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78380 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -13771630.000000 Penalty: 5786.245605
	Iteration 13Q: 3 clusters Score -1.377163e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -13772042.000000 Penalty: 5786.245605
	Iteration 14Q: 3 clusters Score -1.377204e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -13772387.000000 Penalty: 5786.245605
	Iteration 15Q: 3 clusters Score -1.377239e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -13772718.000000 Penalty: 5786.245605
	Iteration 16Q: 3 clusters Score -1.377272e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75643 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -13772969.000000 Penalty: 5786.245605
	Iteration 17Q: 3 clusters Score -1.377297e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74985 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -13773191.000000 Penalty: 5786.245605
	Iteration 18Q: 3 clusters Score -1.377319e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74383 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -13773397.000000 Penalty: 5786.245605
	Iteration 19Q: 3 clusters Score -1.37734e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -13773529.000000 Penalty: 5786.245605
	Iteration 20F: 3 clusters Score -1.377353e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -13773759.000000 Penalty: 5786.245605
	Iteration 21Q: 3 clusters Score -1.377376e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -13773967.000000 Penalty: 5786.245605
	Iteration 22Q: 3 clusters Score -1.377397e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -13774062.000000 Penalty: 5786.245605
	Iteration 23Q: 3 clusters Score -1.377406e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -13774229.000000 Penalty: 5786.245605
	Iteration 24Q: 3 clusters Score -1.377423e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -13774359.000000 Penalty: 5786.245605
	Iteration 25Q: 3 clusters Score -1.377436e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -13774408.000000 Penalty: 5786.245605
	Iteration 26Q: 3 clusters Score -1.377441e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -13774488.000000 Penalty: 5786.245605
	Iteration 27Q: 3 clusters Score -1.377449e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -13774559.000000 Penalty: 5786.245605
	Iteration 28Q: 3 clusters Score -1.377456e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -13774585.000000 Penalty: 5786.245605
	Iteration 29Q: 3 clusters Score -1.377458e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70354 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -13774629.000000 Penalty: 5786.245605
	Iteration 30Q: 3 clusters Score -1.377463e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -13774733.000000 Penalty: 5786.245605
	Iteration 31Q: 3 clusters Score -1.377473e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -13774708.000000 Penalty: 5786.245605
	Iteration 32Q: 3 clusters Score -1.377471e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -13774723.000000 Penalty: 5786.245605
	Iteration 33Q: 3 clusters Score -1.377472e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -13774766.000000 Penalty: 5786.245605
	Iteration 34Q: 3 clusters Score -1.377477e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -13774739.000000 Penalty: 5786.245605
	Iteration 35Q: 3 clusters Score -1.377474e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -13774769.000000 Penalty: 5786.245605
	Iteration 36Q: 3 clusters Score -1.377477e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -13774747.000000 Penalty: 5786.245605
	Iteration 37Q: 3 clusters Score -1.377475e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -13774790.000000 Penalty: 5786.245605
	Iteration 38Q: 3 clusters Score -1.377479e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -13774817.000000 Penalty: 5786.245605
	Iteration 39Q: 3 clusters Score -1.377482e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -13774806.000000 Penalty: 5786.245605
	Iteration 40F: 3 clusters Score -1.377481e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -13774772.000000 Penalty: 5786.245605
	Iteration 41Q: 3 clusters Score -1.377477e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -13774765.000000 Penalty: 5786.245605
	Iteration 42Q: 3 clusters Score -1.377476e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -13774776.000000 Penalty: 5786.245605
	Iteration 43Q: 3 clusters Score -1.377478e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -13774821.000000 Penalty: 5786.245605
	Iteration 44Q: 3 clusters Score -1.377482e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -13774822.000000 Penalty: 5786.245605
	Iteration 45Q: 3 clusters Score -1.377482e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -13774820.000000 Penalty: 5786.245605
	Iteration 46Q: 3 clusters Score -1.377482e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -13774848.000000 Penalty: 5786.245605
	Iteration 47Q: 3 clusters Score -1.377485e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -13774832.000000 Penalty: 5786.245605
	Iteration 48Q: 3 clusters Score -1.377483e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -13774859.000000 Penalty: 5786.245605
	Iteration 49Q: 3 clusters Score -1.377486e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -13774871.000000 Penalty: 5786.245605
	Iteration 50Q: 3 clusters Score -1.377487e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -13774881.000000 Penalty: 5786.245605
	Iteration 51Q: 3 clusters Score -1.377488e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -13774882.000000 Penalty: 5786.245605
	Iteration 52Q: 3 clusters Score -1.377488e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -13774873.000000 Penalty: 5786.245605
	Iteration 53Q: 3 clusters Score -1.377487e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -13774904.000000 Penalty: 5786.245605
	Iteration 54Q: 3 clusters Score -1.37749e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67223 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -13774894.000000 Penalty: 5786.245605
	Iteration 55Q: 3 clusters Score -1.377489e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -13774917.000000 Penalty: 5786.245605
	Iteration 56Q: 3 clusters Score -1.377492e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -13774907.000000 Penalty: 5786.245605
	Iteration 57Q: 3 clusters Score -1.377491e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -13774889.000000 Penalty: 5786.245605
	Iteration 58Q: 3 clusters Score -1.377489e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -13774869.000000 Penalty: 5786.245605
	Iteration 59Q: 3 clusters Score -1.377487e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -13774887.000000 Penalty: 5786.245605
	Iteration 60F: 3 clusters Score -1.377489e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -13774879.000000 Penalty: 5786.245605
	Iteration 61Q: 3 clusters Score -1.377488e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -13774881.000000 Penalty: 5786.245605
	Iteration 62Q: 3 clusters Score -1.377488e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -13774891.000000 Penalty: 5786.245605
	Iteration 63Q: 3 clusters Score -1.377489e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -13774904.000000 Penalty: 5786.245605
	Iteration 64Q: 3 clusters Score -1.37749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -13774887.000000 Penalty: 5786.245605
	Iteration 65Q: 3 clusters Score -1.377489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -13774881.000000 Penalty: 5786.245605
	Iteration 66Q: 3 clusters Score -1.377488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -13774874.000000 Penalty: 5786.245605
	Iteration 67Q: 3 clusters Score -1.377487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -13774884.000000 Penalty: 5786.245605
	Iteration 68Q: 3 clusters Score -1.377488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -13774880.000000 Penalty: 5786.245605
	Iteration 69Q: 3 clusters Score -1.377488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -13774877.000000 Penalty: 5786.245605
	Iteration 70Q: 3 clusters Score -1.377488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -13774888.000000 Penalty: 5786.245605
	Iteration 71Q: 3 clusters Score -1.377489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66784 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -13774888.000000 Penalty: 5786.245605
	Iteration 72Q: 3 clusters Score -1.377489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66778 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -13774893.000000 Penalty: 5786.245605
	Iteration 73Q: 3 clusters Score -1.377489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -13774889.000000 Penalty: 5786.245605
	Iteration 74Q: 3 clusters Score -1.377489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -13774886.000000 Penalty: 5786.245605
	Iteration 75Q: 3 clusters Score -1.377489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -13774890.000000 Penalty: 5786.245605
	Iteration 76Q: 3 clusters Score -1.377489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -13774902.000000 Penalty: 5786.245605
	Iteration 77Q: 3 clusters Score -1.37749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66728 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -13774900.000000 Penalty: 5786.245605
	Iteration 78Q: 3 clusters Score -1.37749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -13774897.000000 Penalty: 5786.245605
	Iteration 79Q: 3 clusters Score -1.37749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -13774889.000000 Penalty: 5786.245605
	Iteration 80F: 3 clusters Score -1.377489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -13774883.000000 Penalty: 5786.245605
	Iteration 81Q: 3 clusters Score -1.377488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -13774877.000000 Penalty: 5786.245605
	Iteration 82Q: 3 clusters Score -1.377488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -13774870.000000 Penalty: 5786.245605
	Iteration 83Q: 3 clusters Score -1.377487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66637 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -13774868.000000 Penalty: 5786.245605
	Iteration 84Q: 3 clusters Score -1.377487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -13774879.000000 Penalty: 5786.245605
	Iteration 85Q: 3 clusters Score -1.377488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -13774881.000000 Penalty: 5786.245605
	Iteration 86Q: 3 clusters Score -1.377488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -13774883.000000 Penalty: 5786.245605
	Iteration 87Q: 3 clusters Score -1.377488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66594 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -13774862.000000 Penalty: 5786.245605
	Iteration 88Q: 3 clusters Score -1.377486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -13774877.000000 Penalty: 5786.245605
	Iteration 89Q: 3 clusters Score -1.377488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66576 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -13774870.000000 Penalty: 5786.245605
	Iteration 90Q: 3 clusters Score -1.377487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -13774882.000000 Penalty: 5786.245605
	Iteration 91Q: 3 clusters Score -1.377488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -13774881.000000 Penalty: 5786.245605
	Iteration 92Q: 3 clusters Score -1.377488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -13774880.000000 Penalty: 5786.245605
	Iteration 93Q: 3 clusters Score -1.377488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -13774878.000000 Penalty: 5786.245605
	Iteration 94Q: 3 clusters Score -1.377488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -13774880.000000 Penalty: 5786.245605
	Iteration 95Q: 3 clusters Score -1.377488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -13774873.000000 Penalty: 5786.245605
	Iteration 96Q: 3 clusters Score -1.377487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -13774872.000000 Penalty: 5786.245605
	Iteration 97Q: 3 clusters Score -1.377487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -13774875.000000 Penalty: 5786.245605
	Iteration 98Q: 3 clusters Score -1.377488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -13774881.000000 Penalty: 5786.245605
	Iteration 99Q: 3 clusters Score -1.377488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -13774885.000000 Penalty: 5786.245605
	Iteration 100F: 3 clusters Score -1.377488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -13774888.000000 Penalty: 5786.245605
	Iteration 101Q: 3 clusters Score -1.377489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -13774875.000000 Penalty: 5786.245605
	Iteration 102Q: 3 clusters Score -1.377488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -13774884.000000 Penalty: 5786.245605
	Iteration 103Q: 3 clusters Score -1.377488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -13774872.000000 Penalty: 5786.245605
	Iteration 104Q: 3 clusters Score -1.377487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -13774871.000000 Penalty: 5786.245605
	Iteration 105Q: 3 clusters Score -1.377487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -13774870.000000 Penalty: 5786.245605
	Iteration 106Q: 3 clusters Score -1.377487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -13774863.000000 Penalty: 5786.245605
	Iteration 107Q: 3 clusters Score -1.377486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66497 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -13774871.000000 Penalty: 5786.245605
	Iteration 108Q: 3 clusters Score -1.377487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -13774858.000000 Penalty: 5786.245605
	Iteration 109Q: 3 clusters Score -1.377486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -13774875.000000 Penalty: 5786.245605
	Iteration 110Q: 3 clusters Score -1.377488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -13774869.000000 Penalty: 5786.245605
	Iteration 111Q: 3 clusters Score -1.377487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -13774865.000000 Penalty: 5786.245605
	Iteration 112Q: 3 clusters Score -1.377486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66478 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -13774866.000000 Penalty: 5786.245605
	Iteration 113Q: 3 clusters Score -1.377487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -13774860.000000 Penalty: 5786.245605
	Iteration 114Q: 3 clusters Score -1.377486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -13774862.000000 Penalty: 5786.245605
	Iteration 115Q: 3 clusters Score -1.377486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -13774862.000000 Penalty: 5786.245605
	Iteration 116F: 3 clusters Score -1.377486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Entering Unmasked Estep 
Score: -5182738.000000 Penalty: 2650.376221
	Iteration 0F: 2 clusters Score -5182738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -5153191.000000 Penalty: 5300.752441
	Iteration 0F: 3 clusters Score -5153191 nChanged 20076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -5164575.000000 Penalty: 5300.752441
	Iteration 1F: 3 clusters Score -5164575 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -5165442.000000 Penalty: 5300.752441
	Iteration 2Q: 3 clusters Score -5165442 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -5166624.000000 Penalty: 5300.752441
	Iteration 3Q: 3 clusters Score -5166624 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -5168349.000000 Penalty: 5300.752441
	Iteration 4F: 3 clusters Score -5168349 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -5170419.500000 Penalty: 5300.752441
	Iteration 5F: 3 clusters Score -5170420 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -5172681.000000 Penalty: 5300.752441
	Iteration 6F: 3 clusters Score -5172681 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -5174809.000000 Penalty: 5300.752441
	Iteration 7F: 3 clusters Score -5174809 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -5176830.000000 Penalty: 5300.752441
	Iteration 8F: 3 clusters Score -5176830 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -5178773.500000 Penalty: 5300.752441
	Iteration 9F: 3 clusters Score -5178774 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -5180374.500000 Penalty: 5300.752441
	Iteration 10Q: 3 clusters Score -5180374 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -5181286.000000 Penalty: 5300.752441
	Iteration 11Q: 3 clusters Score -5181286 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -5181874.500000 Penalty: 5300.752441
	Iteration 12Q: 3 clusters Score -5181874 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -5182228.000000 Penalty: 5300.752441
	Iteration 13Q: 3 clusters Score -5182228 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -5182525.000000 Penalty: 5300.752441
	Iteration 14Q: 3 clusters Score -5182525 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -5182756.500000 Penalty: 5300.752441
	Iteration 15Q: 3 clusters Score -5182756 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -5182946.000000 Penalty: 5300.752441
	Iteration 16Q: 3 clusters Score -5182946 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -5183084.000000 Penalty: 5300.752441
	Iteration 17Q: 3 clusters Score -5183084 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -5183244.000000 Penalty: 5300.752441
	Iteration 18Q: 3 clusters Score -5183244 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -5183312.000000 Penalty: 5300.752441
	Iteration 19Q: 3 clusters Score -5183312 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -5183416.000000 Penalty: 5300.752441
	Iteration 20F: 3 clusters Score -5183416 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -5183525.000000 Penalty: 5300.752441
	Iteration 21Q: 3 clusters Score -5183525 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -5183629.500000 Penalty: 5300.752441
	Iteration 22Q: 3 clusters Score -5183630 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -5183714.500000 Penalty: 5300.752441
	Iteration 23Q: 3 clusters Score -5183714 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -5183811.500000 Penalty: 5300.752441
	Iteration 24Q: 3 clusters Score -5183812 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -5183886.500000 Penalty: 5300.752441
	Iteration 25Q: 3 clusters Score -5183886 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -5183957.000000 Penalty: 5300.752441
	Iteration 26Q: 3 clusters Score -5183957 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -5184014.500000 Penalty: 5300.752441
	Iteration 27Q: 3 clusters Score -5184014 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -5184082.500000 Penalty: 5300.752441
	Iteration 28Q: 3 clusters Score -5184082 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -5184136.500000 Penalty: 5300.752441
	Iteration 29Q: 3 clusters Score -5184136 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -5184195.500000 Penalty: 5300.752441
	Iteration 30Q: 3 clusters Score -5184196 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -5184253.500000 Penalty: 5300.752441
	Iteration 31Q: 3 clusters Score -5184254 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -5184290.000000 Penalty: 5300.752441
	Iteration 32Q: 3 clusters Score -5184290 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -5184357.500000 Penalty: 5300.752441
	Iteration 33Q: 3 clusters Score -5184358 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -5184386.000000 Penalty: 5300.752441
	Iteration 34Q: 3 clusters Score -5184386 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -5184414.500000 Penalty: 5300.752441
	Iteration 35Q: 3 clusters Score -5184414 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -5184457.500000 Penalty: 5300.752441
	Iteration 36Q: 3 clusters Score -5184458 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -5184480.000000 Penalty: 5300.752441
	Iteration 37Q: 3 clusters Score -5184480 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -5184504.500000 Penalty: 5300.752441
	Iteration 38Q: 3 clusters Score -5184504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5184537.500000 Penalty: 5300.752441
	Iteration 39Q: 3 clusters Score -5184538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -5184556.000000 Penalty: 5300.752441
	Iteration 40F: 3 clusters Score -5184556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -5184562.000000 Penalty: 5300.752441
	Iteration 41Q: 3 clusters Score -5184562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -5184559.500000 Penalty: 5300.752441
	Iteration 42Q: 3 clusters Score -5184560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -5184562.500000 Penalty: 5300.752441
	Iteration 43Q: 3 clusters Score -5184562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -5184566.000000 Penalty: 5300.752441
	Iteration 44Q: 3 clusters Score -5184566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -5184574.000000 Penalty: 5300.752441
	Iteration 45Q: 3 clusters Score -5184574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -5184571.500000 Penalty: 5300.752441
	Iteration 46Q: 3 clusters Score -5184572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -5184577.000000 Penalty: 5300.752441
	Iteration 47Q: 3 clusters Score -5184577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -5184579.500000 Penalty: 5300.752441
	Iteration 48Q: 3 clusters Score -5184580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -5184576.500000 Penalty: 5300.752441
	Iteration 49Q: 3 clusters Score -5184576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -5184578.000000 Penalty: 5300.752441
	Iteration 50Q: 3 clusters Score -5184578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -5184576.000000 Penalty: 5300.752441
	Iteration 51Q: 3 clusters Score -5184576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -5184574.000000 Penalty: 5300.752441
	Iteration 52Q: 3 clusters Score -5184574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5184582.500000 Penalty: 5300.752441
	Iteration 53Q: 3 clusters Score -5184582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -5184574.000000 Penalty: 5300.752441
	Iteration 54Q: 3 clusters Score -5184574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -5184580.000000 Penalty: 5300.752441
	Iteration 55Q: 3 clusters Score -5184580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -5184579.000000 Penalty: 5300.752441
	Iteration 56Q: 3 clusters Score -5184579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -5184585.000000 Penalty: 5300.752441
	Iteration 57Q: 3 clusters Score -5184585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -5184583.000000 Penalty: 5300.752441
	Iteration 58Q: 3 clusters Score -5184583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -5184585.500000 Penalty: 5300.752441
	Iteration 59Q: 3 clusters Score -5184586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -5184585.500000 Penalty: 5300.752441
	Iteration 60F: 3 clusters Score -5184586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 116520 members 
Mstep: Class 3 contains 39155 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 137780 members 
Mstep: Class 7 contains 18682 members 
Mstep: Class 8 contains 14881 members 
Mstep: Class 9 contains 175001 members 
Mstep: Class 11 contains 5915 members 
Mstep: Class 12 contains 19972 members 
Mstep: Class 13 contains 173662 members 
Mstep: Class 15 contains 140116 members 
Mstep: Class 16 contains 72150 members 
Mstep: Class 17 contains 99559 members 
Mstep: Class 18 contains 24174 members 
Mstep: Class 20 contains 68178 members 
Mstep: Class 21 contains 41373 members 
Mstep: Class 22 contains 30603 members 
Entering Unmasked Estep 
Score: -155957392.000000 Penalty: 62998.640625
Splitting cluster 4 changes total score from -155952592.000000 to -155957392.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (137780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137780 members 
Entering Unmasked Estep 
Score: -16200559.000000 Penalty: 2934.686523
	Iteration 0F: 2 clusters Score -1.620056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -16108159.000000 Penalty: 5869.373047
	Iteration 0F: 3 clusters Score -1.610816e+07 nChanged 65884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -16145793.000000 Penalty: 5869.373047
	Iteration 1F: 3 clusters Score -1.614579e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -16146658.000000 Penalty: 5869.373047
	Iteration 2Q: 3 clusters Score -1.614666e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -16147617.000000 Penalty: 5869.373047
	Iteration 3Q: 3 clusters Score -1.614762e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 72611 members 
Entering Unmasked Estep 
Score: -16148694.000000 Penalty: 5869.373047
	Iteration 4Q: 3 clusters Score -1.614869e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62940 members 
Mstep: Class 2 contains 74840 members 
Entering Unmasked Estep 
Score: -16150406.000000 Penalty: 5869.373047
	Iteration 5Q: 3 clusters Score -1.615041e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -16153339.000000 Penalty: 5869.373047
	Iteration 6Q: 3 clusters Score -1.615334e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
Score: -16157636.000000 Penalty: 5869.373047
	Iteration 7F: 3 clusters Score -1.615764e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -16163829.000000 Penalty: 5869.373047
	Iteration 8F: 3 clusters Score -1.616383e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 98089 members 
Entering Unmasked Estep 
Score: -16171042.000000 Penalty: 5869.373047
	Iteration 9F: 3 clusters Score -1.617104e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -16177064.000000 Penalty: 5869.373047
	Iteration 10F: 3 clusters Score -1.617706e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 112309 members 
Entering Unmasked Estep 
Score: -16181754.000000 Penalty: 5869.373047
	Iteration 11F: 3 clusters Score -1.618175e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 117555 members 
Entering Unmasked Estep 
Score: -16185459.000000 Penalty: 5869.373047
	Iteration 12Q: 3 clusters Score -1.618546e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 121836 members 
Entering Unmasked Estep 
Score: -16188722.000000 Penalty: 5869.373047
	Iteration 13Q: 3 clusters Score -1.618872e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 125153 members 
Entering Unmasked Estep 
Score: -16192017.000000 Penalty: 5869.373047
	Iteration 14Q: 3 clusters Score -1.619202e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 127460 members 
Entering Unmasked Estep 
Score: -16195699.000000 Penalty: 5869.373047
	Iteration 15Q: 3 clusters Score -1.61957e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 128485 members 
Entering Unmasked Estep 
Score: -16197703.000000 Penalty: 5869.373047
	Iteration 16Q: 3 clusters Score -1.61977e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 129052 members 
Entering Unmasked Estep 
Score: -16198400.000000 Penalty: 5869.373047
	Iteration 17Q: 3 clusters Score -1.61984e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 129543 members 
Entering Unmasked Estep 
Score: -16198766.000000 Penalty: 5869.373047
	Iteration 18Q: 3 clusters Score -1.619877e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 129948 members 
Entering Unmasked Estep 
Score: -16198873.000000 Penalty: 5869.373047
	Iteration 19Q: 3 clusters Score -1.619887e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 130294 members 
Entering Unmasked Estep 
Score: -16199022.000000 Penalty: 5869.373047
	Iteration 20F: 3 clusters Score -1.619902e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 130565 members 
Entering Unmasked Estep 
Score: -16199029.000000 Penalty: 5869.373047
	Iteration 21Q: 3 clusters Score -1.619903e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 130770 members 
Entering Unmasked Estep 
Score: -16199104.000000 Penalty: 5869.373047
	Iteration 22Q: 3 clusters Score -1.61991e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 130952 members 
Entering Unmasked Estep 
Score: -16199151.000000 Penalty: 5869.373047
	Iteration 23Q: 3 clusters Score -1.619915e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 131128 members 
Entering Unmasked Estep 
Score: -16199195.000000 Penalty: 5869.373047
	Iteration 24Q: 3 clusters Score -1.61992e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 131281 members 
Entering Unmasked Estep 
Score: -16199205.000000 Penalty: 5869.373047
	Iteration 25Q: 3 clusters Score -1.61992e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 131417 members 
Entering Unmasked Estep 
Score: -16199232.000000 Penalty: 5869.373047
	Iteration 26Q: 3 clusters Score -1.619923e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 131537 members 
Entering Unmasked Estep 
Score: -16199247.000000 Penalty: 5869.373047
	Iteration 27Q: 3 clusters Score -1.619925e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 131627 members 
Entering Unmasked Estep 
Score: -16199253.000000 Penalty: 5869.373047
	Iteration 28Q: 3 clusters Score -1.619925e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 131709 members 
Entering Unmasked Estep 
Score: -16199267.000000 Penalty: 5869.373047
	Iteration 29Q: 3 clusters Score -1.619927e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 131793 members 
Entering Unmasked Estep 
Score: -16199275.000000 Penalty: 5869.373047
	Iteration 30Q: 3 clusters Score -1.619928e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 131874 members 
Entering Unmasked Estep 
Score: -16199306.000000 Penalty: 5869.373047
	Iteration 31Q: 3 clusters Score -1.619931e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 131931 members 
Entering Unmasked Estep 
Score: -16199289.000000 Penalty: 5869.373047
	Iteration 32Q: 3 clusters Score -1.619929e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 131983 members 
Entering Unmasked Estep 
Score: -16199296.000000 Penalty: 5869.373047
	Iteration 33Q: 3 clusters Score -1.61993e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 132026 members 
Entering Unmasked Estep 
Score: -16199295.000000 Penalty: 5869.373047
	Iteration 34Q: 3 clusters Score -1.61993e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 132064 members 
Entering Unmasked Estep 
Score: -16199316.000000 Penalty: 5869.373047
	Iteration 35Q: 3 clusters Score -1.619932e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 132099 members 
Entering Unmasked Estep 
Score: -16199316.000000 Penalty: 5869.373047
	Iteration 36Q: 3 clusters Score -1.619932e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 132139 members 
Entering Unmasked Estep 
Score: -16199355.000000 Penalty: 5869.373047
	Iteration 37Q: 3 clusters Score -1.619936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 132168 members 
Entering Unmasked Estep 
Score: -16199349.000000 Penalty: 5869.373047
	Iteration 38Q: 3 clusters Score -1.619935e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 132198 members 
Entering Unmasked Estep 
Score: -16199359.000000 Penalty: 5869.373047
	Iteration 39Q: 3 clusters Score -1.619936e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 132221 members 
Entering Unmasked Estep 
Score: -16199356.000000 Penalty: 5869.373047
	Iteration 40F: 3 clusters Score -1.619936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 132239 members 
Entering Unmasked Estep 
Score: -16199360.000000 Penalty: 5869.373047
	Iteration 41Q: 3 clusters Score -1.619936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 132252 members 
Entering Unmasked Estep 
Score: -16199370.000000 Penalty: 5869.373047
	Iteration 42Q: 3 clusters Score -1.619937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 132267 members 
Entering Unmasked Estep 
Score: -16199363.000000 Penalty: 5869.373047
	Iteration 43Q: 3 clusters Score -1.619936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 132279 members 
Entering Unmasked Estep 
Score: -16199362.000000 Penalty: 5869.373047
	Iteration 44Q: 3 clusters Score -1.619936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 132297 members 
Entering Unmasked Estep 
Score: -16199355.000000 Penalty: 5869.373047
	Iteration 45Q: 3 clusters Score -1.619936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 132317 members 
Entering Unmasked Estep 
Score: -16199348.000000 Penalty: 5869.373047
	Iteration 46Q: 3 clusters Score -1.619935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 132331 members 
Entering Unmasked Estep 
Score: -16199343.000000 Penalty: 5869.373047
	Iteration 47Q: 3 clusters Score -1.619934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 132345 members 
Entering Unmasked Estep 
Score: -16199353.000000 Penalty: 5869.373047
	Iteration 48Q: 3 clusters Score -1.619935e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 132360 members 
Entering Unmasked Estep 
Score: -16199356.000000 Penalty: 5869.373047
	Iteration 49Q: 3 clusters Score -1.619936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 132371 members 
Entering Unmasked Estep 
Score: -16199358.000000 Penalty: 5869.373047
	Iteration 50Q: 3 clusters Score -1.619936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 132381 members 
Entering Unmasked Estep 
Score: -16199363.000000 Penalty: 5869.373047
	Iteration 51Q: 3 clusters Score -1.619936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 132397 members 
Entering Unmasked Estep 
Score: -16199354.000000 Penalty: 5869.373047
	Iteration 52Q: 3 clusters Score -1.619935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 132409 members 
Entering Unmasked Estep 
Score: -16199351.000000 Penalty: 5869.373047
	Iteration 53Q: 3 clusters Score -1.619935e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 132424 members 
Entering Unmasked Estep 
Score: -16199353.000000 Penalty: 5869.373047
	Iteration 54Q: 3 clusters Score -1.619935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 132438 members 
Entering Unmasked Estep 
Score: -16199367.000000 Penalty: 5869.373047
	Iteration 55Q: 3 clusters Score -1.619937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 132453 members 
Entering Unmasked Estep 
Score: -16199363.000000 Penalty: 5869.373047
	Iteration 56Q: 3 clusters Score -1.619936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 132470 members 
Entering Unmasked Estep 
Score: -16199372.000000 Penalty: 5869.373047
	Iteration 57Q: 3 clusters Score -1.619937e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 132484 members 
Entering Unmasked Estep 
Score: -16199384.000000 Penalty: 5869.373047
	Iteration 58Q: 3 clusters Score -1.619938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 132496 members 
Entering Unmasked Estep 
Score: -16199379.000000 Penalty: 5869.373047
	Iteration 59Q: 3 clusters Score -1.619938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 132504 members 
Entering Unmasked Estep 
Score: -16199390.000000 Penalty: 5869.373047
	Iteration 60F: 3 clusters Score -1.619939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 132509 members 
Entering Unmasked Estep 
Score: -16199389.000000 Penalty: 5869.373047
	Iteration 61Q: 3 clusters Score -1.619939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 132512 members 
Entering Unmasked Estep 
Score: -16199389.000000 Penalty: 5869.373047
	Iteration 62Q: 3 clusters Score -1.619939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 132514 members 
Entering Unmasked Estep 
Score: -16199395.000000 Penalty: 5869.373047
	Iteration 63Q: 3 clusters Score -1.61994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 132516 members 
Entering Unmasked Estep 
Score: -16199394.000000 Penalty: 5869.373047
	Iteration 64Q: 3 clusters Score -1.619939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 132518 members 
Entering Unmasked Estep 
Score: -16199391.000000 Penalty: 5869.373047
	Iteration 65Q: 3 clusters Score -1.619939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 132522 members 
Entering Unmasked Estep 
Score: -16199384.000000 Penalty: 5869.373047
	Iteration 66Q: 3 clusters Score -1.619938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 132525 members 
Entering Unmasked Estep 
Score: -16199374.000000 Penalty: 5869.373047
	Iteration 67Q: 3 clusters Score -1.619937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 132527 members 
Entering Unmasked Estep 
Score: -16199378.000000 Penalty: 5869.373047
	Iteration 68Q: 3 clusters Score -1.619938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 132530 members 
Entering Unmasked Estep 
Score: -16199369.000000 Penalty: 5869.373047
	Iteration 69Q: 3 clusters Score -1.619937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 132536 members 
Entering Unmasked Estep 
Score: -16199360.000000 Penalty: 5869.373047
	Iteration 70Q: 3 clusters Score -1.619936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 132540 members 
Entering Unmasked Estep 
Score: -16199357.000000 Penalty: 5869.373047
	Iteration 71Q: 3 clusters Score -1.619936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 132543 members 
Entering Unmasked Estep 
Score: -16199350.000000 Penalty: 5869.373047
	Iteration 72Q: 3 clusters Score -1.619935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 132545 members 
Entering Unmasked Estep 
Score: -16199357.000000 Penalty: 5869.373047
	Iteration 73Q: 3 clusters Score -1.619936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 132546 members 
Entering Unmasked Estep 
Score: -16199351.000000 Penalty: 5869.373047
	Iteration 74Q: 3 clusters Score -1.619935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 132548 members 
Entering Unmasked Estep 
Score: -16199351.000000 Penalty: 5869.373047
	Iteration 75Q: 3 clusters Score -1.619935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 132549 members 
Entering Unmasked Estep 
Score: -16199348.000000 Penalty: 5869.373047
	Iteration 76Q: 3 clusters Score -1.619935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 132549 members 
Entering Unmasked Estep 
Score: -16199348.000000 Penalty: 5869.373047
	Iteration 77F: 3 clusters Score -1.619935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Entering Unmasked Estep 
Score: -2088421.500000 Penalty: 2439.158203
	Iteration 0F: 2 clusters Score -2088422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2075138.000000 Penalty: 4878.316406
	Iteration 0F: 3 clusters Score -2075138 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2080449.750000 Penalty: 4878.316406
	Iteration 1F: 3 clusters Score -2080450 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2082488.625000 Penalty: 4878.316406
	Iteration 2F: 3 clusters Score -2082489 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2085489.750000 Penalty: 4878.316406
	Iteration 3F: 3 clusters Score -2085490 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2088240.000000 Penalty: 4878.316406
	Iteration 4F: 3 clusters Score -2088240 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2089933.625000 Penalty: 4878.316406
	Iteration 5F: 3 clusters Score -2089934 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2090946.250000 Penalty: 4878.316406
	Iteration 6F: 3 clusters Score -2090946 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2091820.000000 Penalty: 4878.316406
	Iteration 7Q: 3 clusters Score -2091820 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2092337.000000 Penalty: 4878.316406
	Iteration 8Q: 3 clusters Score -2092337 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2092483.625000 Penalty: 4878.316406
	Iteration 9Q: 3 clusters Score -2092484 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2092525.375000 Penalty: 4878.316406
	Iteration 10Q: 3 clusters Score -2092525 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2092536.500000 Penalty: 4878.316406
	Iteration 11Q: 3 clusters Score -2092536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2092541.375000 Penalty: 4878.316406
	Iteration 12Q: 3 clusters Score -2092541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2092544.875000 Penalty: 4878.316406
	Iteration 13Q: 3 clusters Score -2092545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2092550.250000 Penalty: 4878.316406
	Iteration 14Q: 3 clusters Score -2092550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2092549.000000 Penalty: 4878.316406
	Iteration 15Q: 3 clusters Score -2092549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2092547.750000 Penalty: 4878.316406
	Iteration 16Q: 3 clusters Score -2092548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2092550.250000 Penalty: 4878.316406
	Iteration 17Q: 3 clusters Score -2092550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2092545.875000 Penalty: 4878.316406
	Iteration 18Q: 3 clusters Score -2092546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2092543.000000 Penalty: 4878.316406
	Iteration 19Q: 3 clusters Score -2092543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2092542.875000 Penalty: 4878.316406
	Iteration 20F: 3 clusters Score -2092543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2092541.875000 Penalty: 4878.316406
	Iteration 21Q: 3 clusters Score -2092542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2092546.250000 Penalty: 4878.316406
	Iteration 22Q: 3 clusters Score -2092546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2092546.250000 Penalty: 4878.316406
	Iteration 23F: 3 clusters Score -2092546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 116520 members 
Mstep: Class 3 contains 39155 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 137780 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 7375 members 
Mstep: Class 8 contains 14881 members 
Mstep: Class 9 contains 175001 members 
Mstep: Class 11 contains 5915 members 
Mstep: Class 12 contains 19972 members 
Mstep: Class 13 contains 173662 members 
Mstep: Class 15 contains 140116 members 
Mstep: Class 16 contains 72150 members 
Mstep: Class 17 contains 99559 members 
Mstep: Class 18 contains 24174 members 
Mstep: Class 20 contains 68178 members 
Mstep: Class 21 contains 41373 members 
Mstep: Class 22 contains 30603 members 
Entering Unmasked Estep 
Score: -155959648.000000 Penalty: 66498.562500
Splitting cluster 7 changes total score from -155952592.000000 to -155959648.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 8 (14881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Entering Unmasked Estep 
Score: -1718646.125000 Penalty: 2382.744385
	Iteration 0F: 2 clusters Score -1718646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1707807.375000 Penalty: 4765.488770
	Iteration 0F: 3 clusters Score -1707807 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1711897.625000 Penalty: 4765.488770
	Iteration 1F: 3 clusters Score -1711898 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1712927.875000 Penalty: 4765.488770
	Iteration 2F: 3 clusters Score -1712928 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1713929.500000 Penalty: 4765.488770
	Iteration 3F: 3 clusters Score -1713930 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1714823.875000 Penalty: 4765.488770
	Iteration 4F: 3 clusters Score -1714824 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1715718.500000 Penalty: 4765.488770
	Iteration 5F: 3 clusters Score -1715718 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1716568.875000 Penalty: 4765.488770
	Iteration 6F: 3 clusters Score -1716569 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1717224.250000 Penalty: 4765.488770
	Iteration 7F: 3 clusters Score -1717224 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1717693.625000 Penalty: 4765.488770
	Iteration 8Q: 3 clusters Score -1717694 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1717968.875000 Penalty: 4765.488770
	Iteration 9Q: 3 clusters Score -1717969 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1718159.750000 Penalty: 4765.488770
	Iteration 10Q: 3 clusters Score -1718160 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1718271.125000 Penalty: 4765.488770
	Iteration 11Q: 3 clusters Score -1718271 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1718360.375000 Penalty: 4765.488770
	Iteration 12Q: 3 clusters Score -1718360 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1718423.500000 Penalty: 4765.488770
	Iteration 13Q: 3 clusters Score -1718424 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1718468.125000 Penalty: 4765.488770
	Iteration 14Q: 3 clusters Score -1718468 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1718502.250000 Penalty: 4765.488770
	Iteration 15Q: 3 clusters Score -1718502 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1718521.875000 Penalty: 4765.488770
	Iteration 16Q: 3 clusters Score -1718522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1718529.875000 Penalty: 4765.488770
	Iteration 17Q: 3 clusters Score -1718530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1718545.000000 Penalty: 4765.488770
	Iteration 18Q: 3 clusters Score -1718545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1718560.750000 Penalty: 4765.488770
	Iteration 19Q: 3 clusters Score -1718561 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1718563.500000 Penalty: 4765.488770
	Iteration 20F: 3 clusters Score -1718564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1718571.750000 Penalty: 4765.488770
	Iteration 21Q: 3 clusters Score -1718572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1718582.375000 Penalty: 4765.488770
	Iteration 22Q: 3 clusters Score -1718582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1718589.750000 Penalty: 4765.488770
	Iteration 23Q: 3 clusters Score -1718590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1718597.000000 Penalty: 4765.488770
	Iteration 24Q: 3 clusters Score -1718597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1718605.625000 Penalty: 4765.488770
	Iteration 25Q: 3 clusters Score -1718606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1718614.750000 Penalty: 4765.488770
	Iteration 26Q: 3 clusters Score -1718615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1718621.000000 Penalty: 4765.488770
	Iteration 27Q: 3 clusters Score -1718621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1718625.625000 Penalty: 4765.488770
	Iteration 28Q: 3 clusters Score -1718626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1718631.750000 Penalty: 4765.488770
	Iteration 29Q: 3 clusters Score -1718632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1718636.875000 Penalty: 4765.488770
	Iteration 30Q: 3 clusters Score -1718637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1718647.125000 Penalty: 4765.488770
	Iteration 31Q: 3 clusters Score -1718647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1718649.750000 Penalty: 4765.488770
	Iteration 32Q: 3 clusters Score -1718650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1718652.500000 Penalty: 4765.488770
	Iteration 33Q: 3 clusters Score -1718652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1718659.750000 Penalty: 4765.488770
	Iteration 34Q: 3 clusters Score -1718660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1718664.125000 Penalty: 4765.488770
	Iteration 35Q: 3 clusters Score -1718664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1718666.750000 Penalty: 4765.488770
	Iteration 36Q: 3 clusters Score -1718667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1718670.250000 Penalty: 4765.488770
	Iteration 37Q: 3 clusters Score -1718670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1718678.000000 Penalty: 4765.488770
	Iteration 38Q: 3 clusters Score -1718678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1718683.125000 Penalty: 4765.488770
	Iteration 39Q: 3 clusters Score -1718683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1718681.750000 Penalty: 4765.488770
	Iteration 40F: 3 clusters Score -1718682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1718683.625000 Penalty: 4765.488770
	Iteration 41Q: 3 clusters Score -1718684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1718687.625000 Penalty: 4765.488770
	Iteration 42Q: 3 clusters Score -1718688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1718687.750000 Penalty: 4765.488770
	Iteration 43Q: 3 clusters Score -1718688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1718690.500000 Penalty: 4765.488770
	Iteration 44Q: 3 clusters Score -1718690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1718688.500000 Penalty: 4765.488770
	Iteration 45Q: 3 clusters Score -1718688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1718688.500000 Penalty: 4765.488770
	Iteration 46F: 3 clusters Score -1718688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 116520 members 
Mstep: Class 3 contains 39155 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 137780 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 7375 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 175001 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 5915 members 
Mstep: Class 12 contains 19972 members 
Mstep: Class 13 contains 173662 members 
Mstep: Class 15 contains 140116 members 
Mstep: Class 16 contains 72150 members 
Mstep: Class 17 contains 99559 members 
Mstep: Class 18 contains 24174 members 
Mstep: Class 20 contains 68178 members 
Mstep: Class 21 contains 41373 members 
Mstep: Class 22 contains 30603 members 
Entering Unmasked Estep 
Score: -155958128.000000 Penalty: 69998.484375
Splitting cluster 8 changes total score from -155952592.000000 to -155958128.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 9 (175001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175001 members 
Entering Unmasked Estep 
Score: -20786170.000000 Penalty: 2993.991699
	Iteration 0F: 2 clusters Score -2.078617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -20672774.000000 Penalty: 5987.983398
	Iteration 0F: 3 clusters Score -2.067277e+07 nChanged 83776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84904 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -20720854.000000 Penalty: 5987.983398
	Iteration 1F: 3 clusters Score -2.072085e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83287 members 
Mstep: Class 2 contains 91714 members 
Entering Unmasked Estep 
Score: -20722038.000000 Penalty: 5987.983398
	Iteration 2Q: 3 clusters Score -2.072204e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80744 members 
Mstep: Class 2 contains 94257 members 
Entering Unmasked Estep 
Score: -20723948.000000 Penalty: 5987.983398
	Iteration 3Q: 3 clusters Score -2.072395e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 98324 members 
Entering Unmasked Estep 
Score: -20728550.000000 Penalty: 5987.983398
	Iteration 4Q: 3 clusters Score -2.072855e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 105301 members 
Entering Unmasked Estep 
Score: -20736914.000000 Penalty: 5987.983398
	Iteration 5F: 3 clusters Score -2.073691e+07 nChanged 15145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 116804 members 
Entering Unmasked Estep 
Score: -20748794.000000 Penalty: 5987.983398
	Iteration 6F: 3 clusters Score -2.074879e+07 nChanged 17318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 132092 members 
Entering Unmasked Estep 
Score: -20764472.000000 Penalty: 5987.983398
	Iteration 7F: 3 clusters Score -2.076447e+07 nChanged 15813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 147009 members 
Entering Unmasked Estep 
Score: -20780512.000000 Penalty: 5987.983398
	Iteration 8F: 3 clusters Score -2.078051e+07 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 157034 members 
Entering Unmasked Estep 
Score: -20790612.000000 Penalty: 5987.983398
	Iteration 9F: 3 clusters Score -2.079061e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 162028 members 
Entering Unmasked Estep 
Score: -20795322.000000 Penalty: 5987.983398
	Iteration 10Q: 3 clusters Score -2.079532e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 164271 members 
Entering Unmasked Estep 
Score: -20797022.000000 Penalty: 5987.983398
	Iteration 11Q: 3 clusters Score -2.079702e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 165478 members 
Entering Unmasked Estep 
Score: -20797306.000000 Penalty: 5987.983398
	Iteration 12Q: 3 clusters Score -2.079731e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 166276 members 
Entering Unmasked Estep 
Score: -20797510.000000 Penalty: 5987.983398
	Iteration 13Q: 3 clusters Score -2.079751e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 166800 members 
Entering Unmasked Estep 
Score: -20797524.000000 Penalty: 5987.983398
	Iteration 14Q: 3 clusters Score -2.079752e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 167172 members 
Entering Unmasked Estep 
Score: -20797516.000000 Penalty: 5987.983398
	Iteration 15Q: 3 clusters Score -2.079752e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 167463 members 
Entering Unmasked Estep 
Score: -20797504.000000 Penalty: 5987.983398
	Iteration 16Q: 3 clusters Score -2.07975e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 167688 members 
Entering Unmasked Estep 
Score: -20797550.000000 Penalty: 5987.983398
	Iteration 17Q: 3 clusters Score -2.079755e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 167859 members 
Entering Unmasked Estep 
Score: -20797518.000000 Penalty: 5987.983398
	Iteration 18Q: 3 clusters Score -2.079752e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 167984 members 
Entering Unmasked Estep 
Score: -20797482.000000 Penalty: 5987.983398
	Iteration 19Q: 3 clusters Score -2.079748e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 168071 members 
Entering Unmasked Estep 
Score: -20797450.000000 Penalty: 5987.983398
	Iteration 20F: 3 clusters Score -2.079745e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 168134 members 
Entering Unmasked Estep 
Score: -20797434.000000 Penalty: 5987.983398
	Iteration 21Q: 3 clusters Score -2.079743e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 168171 members 
Entering Unmasked Estep 
Score: -20797422.000000 Penalty: 5987.983398
	Iteration 22Q: 3 clusters Score -2.079742e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 168201 members 
Entering Unmasked Estep 
Score: -20797422.000000 Penalty: 5987.983398
	Iteration 23Q: 3 clusters Score -2.079742e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 168226 members 
Entering Unmasked Estep 
Score: -20797412.000000 Penalty: 5987.983398
	Iteration 24Q: 3 clusters Score -2.079741e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 168254 members 
Entering Unmasked Estep 
Score: -20797408.000000 Penalty: 5987.983398
	Iteration 25Q: 3 clusters Score -2.079741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 168269 members 
Entering Unmasked Estep 
Score: -20797410.000000 Penalty: 5987.983398
	Iteration 26Q: 3 clusters Score -2.079741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 168276 members 
Entering Unmasked Estep 
Score: -20797418.000000 Penalty: 5987.983398
	Iteration 27Q: 3 clusters Score -2.079742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 168289 members 
Entering Unmasked Estep 
Score: -20797406.000000 Penalty: 5987.983398
	Iteration 28Q: 3 clusters Score -2.079741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 168300 members 
Entering Unmasked Estep 
Score: -20797434.000000 Penalty: 5987.983398
	Iteration 29Q: 3 clusters Score -2.079743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 168312 members 
Entering Unmasked Estep 
Score: -20797428.000000 Penalty: 5987.983398
	Iteration 30Q: 3 clusters Score -2.079743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 168323 members 
Entering Unmasked Estep 
Score: -20797426.000000 Penalty: 5987.983398
	Iteration 31Q: 3 clusters Score -2.079743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 168329 members 
Entering Unmasked Estep 
Score: -20797422.000000 Penalty: 5987.983398
	Iteration 32Q: 3 clusters Score -2.079742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 168332 members 
Entering Unmasked Estep 
Score: -20797428.000000 Penalty: 5987.983398
	Iteration 33Q: 3 clusters Score -2.079743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 168333 members 
Entering Unmasked Estep 
Score: -20797434.000000 Penalty: 5987.983398
	Iteration 34Q: 3 clusters Score -2.079743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 168335 members 
Entering Unmasked Estep 
Score: -20797424.000000 Penalty: 5987.983398
	Iteration 35Q: 3 clusters Score -2.079742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 168337 members 
Entering Unmasked Estep 
Score: -20797446.000000 Penalty: 5987.983398
	Iteration 36Q: 3 clusters Score -2.079745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 168338 members 
Entering Unmasked Estep 
Score: -20797434.000000 Penalty: 5987.983398
	Iteration 37Q: 3 clusters Score -2.079743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 168338 members 
Entering Unmasked Estep 
Score: -20797434.000000 Penalty: 5987.983398
	Iteration 38F: 3 clusters Score -2.079743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 116520 members 
Mstep: Class 3 contains 39155 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 137780 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 7375 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 5915 members 
Mstep: Class 12 contains 19972 members 
Mstep: Class 13 contains 173662 members 
Mstep: Class 14 contains 168338 members 
Mstep: Class 15 contains 140116 members 
Mstep: Class 16 contains 72150 members 
Mstep: Class 17 contains 99559 members 
Mstep: Class 18 contains 24174 members 
Mstep: Class 20 contains 68178 members 
Mstep: Class 21 contains 41373 members 
Mstep: Class 22 contains 30603 members 
Entering Unmasked Estep 
Score: -155964864.000000 Penalty: 73498.414062
Splitting cluster 9 changes total score from -155952592.000000 to -155964864.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 11 (5915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Entering Unmasked Estep 
Score: -623745.312500 Penalty: 2153.941162
	Iteration 0F: 2 clusters Score -623745.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -618805.937500 Penalty: 4307.882324
	Iteration 0F: 3 clusters Score -618805.9 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -620585.062500 Penalty: 4307.882324
	Iteration 1F: 3 clusters Score -620585.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -621283.875000 Penalty: 4307.882324
	Iteration 2F: 3 clusters Score -621283.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -622399.062500 Penalty: 4307.882324
	Iteration 3F: 3 clusters Score -622399.1 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -625061.375000 Penalty: 4307.882324
	Iteration 4F: 3 clusters Score -625061.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -627636.750000 Penalty: 4307.882324
	Iteration 5F: 3 clusters Score -627636.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -628708.687500 Penalty: 4307.882324
	Iteration 6F: 3 clusters Score -628708.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -629563.500000 Penalty: 4307.882324
	Iteration 7Q: 3 clusters Score -629563.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -629806.062500 Penalty: 4307.882324
	Iteration 8Q: 3 clusters Score -629806.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -629899.062500 Penalty: 4307.882324
	Iteration 9Q: 3 clusters Score -629899.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -629962.625000 Penalty: 4307.882324
	Iteration 10Q: 3 clusters Score -629962.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -630004.875000 Penalty: 4307.882324
	Iteration 11Q: 3 clusters Score -630004.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -630047.750000 Penalty: 4307.882324
	Iteration 12Q: 3 clusters Score -630047.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -630072.000000 Penalty: 4307.882324
	Iteration 13Q: 3 clusters Score -630072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -630080.062500 Penalty: 4307.882324
	Iteration 14Q: 3 clusters Score -630080.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -630085.750000 Penalty: 4307.882324
	Iteration 15Q: 3 clusters Score -630085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -630089.625000 Penalty: 4307.882324
	Iteration 16Q: 3 clusters Score -630089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -630090.187500 Penalty: 4307.882324
	Iteration 17Q: 3 clusters Score -630090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -630090.500000 Penalty: 4307.882324
	Iteration 18Q: 3 clusters Score -630090.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -630090.687500 Penalty: 4307.882324
	Iteration 19Q: 3 clusters Score -630090.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -630094.937500 Penalty: 4307.882324
	Iteration 20F: 3 clusters Score -630094.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -630098.125000 Penalty: 4307.882324
	Iteration 21Q: 3 clusters Score -630098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -630099.125000 Penalty: 4307.882324
	Iteration 22Q: 3 clusters Score -630099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -630099.125000 Penalty: 4307.882324
	Iteration 23F: 3 clusters Score -630099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 116520 members 
Mstep: Class 3 contains 39155 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 137780 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 7375 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 19972 members 
Mstep: Class 13 contains 173662 members 
Mstep: Class 14 contains 168338 members 
Mstep: Class 15 contains 140116 members 
Mstep: Class 16 contains 72150 members 
Mstep: Class 17 contains 99559 members 
Mstep: Class 18 contains 24174 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 68178 members 
Mstep: Class 21 contains 41373 members 
Mstep: Class 22 contains 30603 members 
Entering Unmasked Estep 
Score: -155970352.000000 Penalty: 76998.335938
Splitting cluster 11 changes total score from -155952592.000000 to -155970352.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 12 (19972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Entering Unmasked Estep 
Score: -2288936.750000 Penalty: 2455.717285
	Iteration 0F: 2 clusters Score -2288937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2274905.750000 Penalty: 4911.434570
	Iteration 0F: 3 clusters Score -2274906 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2279598.500000 Penalty: 4911.434570
	Iteration 1F: 3 clusters Score -2279598 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2280111.000000 Penalty: 4911.434570
	Iteration 2F: 3 clusters Score -2280111 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2280588.250000 Penalty: 4911.434570
	Iteration 3F: 3 clusters Score -2280588 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2281130.250000 Penalty: 4911.434570
	Iteration 4Q: 3 clusters Score -2281130 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2281692.750000 Penalty: 4911.434570
	Iteration 5F: 3 clusters Score -2281693 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2282371.500000 Penalty: 4911.434570
	Iteration 6F: 3 clusters Score -2282372 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2283148.000000 Penalty: 4911.434570
	Iteration 7F: 3 clusters Score -2283148 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2283926.500000 Penalty: 4911.434570
	Iteration 8F: 3 clusters Score -2283926 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2284556.750000 Penalty: 4911.434570
	Iteration 9F: 3 clusters Score -2284557 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2285053.000000 Penalty: 4911.434570
	Iteration 10Q: 3 clusters Score -2285053 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2285449.250000 Penalty: 4911.434570
	Iteration 11Q: 3 clusters Score -2285449 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2285763.500000 Penalty: 4911.434570
	Iteration 12Q: 3 clusters Score -2285764 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2286084.750000 Penalty: 4911.434570
	Iteration 13Q: 3 clusters Score -2286085 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2286497.250000 Penalty: 4911.434570
	Iteration 14Q: 3 clusters Score -2286497 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2287017.750000 Penalty: 4911.434570
	Iteration 15Q: 3 clusters Score -2287018 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2287689.500000 Penalty: 4911.434570
	Iteration 16Q: 3 clusters Score -2287690 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2288379.000000 Penalty: 4911.434570
	Iteration 17Q: 3 clusters Score -2288379 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2288905.000000 Penalty: 4911.434570
	Iteration 18Q: 3 clusters Score -2288905 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2289187.250000 Penalty: 4911.434570
	Iteration 19Q: 3 clusters Score -2289187 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2289365.750000 Penalty: 4911.434570
	Iteration 20F: 3 clusters Score -2289366 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2289453.750000 Penalty: 4911.434570
	Iteration 21Q: 3 clusters Score -2289454 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2289507.250000 Penalty: 4911.434570
	Iteration 22Q: 3 clusters Score -2289507 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2289536.250000 Penalty: 4911.434570
	Iteration 23Q: 3 clusters Score -2289536 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2289559.750000 Penalty: 4911.434570
	Iteration 24Q: 3 clusters Score -2289560 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2289569.000000 Penalty: 4911.434570
	Iteration 25Q: 3 clusters Score -2289569 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2289575.250000 Penalty: 4911.434570
	Iteration 26Q: 3 clusters Score -2289575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2289586.750000 Penalty: 4911.434570
	Iteration 27Q: 3 clusters Score -2289587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2289586.250000 Penalty: 4911.434570
	Iteration 28Q: 3 clusters Score -2289586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2289592.250000 Penalty: 4911.434570
	Iteration 29Q: 3 clusters Score -2289592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2289587.500000 Penalty: 4911.434570
	Iteration 30Q: 3 clusters Score -2289588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2289591.000000 Penalty: 4911.434570
	Iteration 31Q: 3 clusters Score -2289591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2289595.250000 Penalty: 4911.434570
	Iteration 32Q: 3 clusters Score -2289595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2289597.750000 Penalty: 4911.434570
	Iteration 33Q: 3 clusters Score -2289598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2289596.500000 Penalty: 4911.434570
	Iteration 34Q: 3 clusters Score -2289596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2289601.250000 Penalty: 4911.434570
	Iteration 35Q: 3 clusters Score -2289601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2289599.250000 Penalty: 4911.434570
	Iteration 36Q: 3 clusters Score -2289599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2289600.750000 Penalty: 4911.434570
	Iteration 37Q: 3 clusters Score -2289601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2289603.500000 Penalty: 4911.434570
	Iteration 38Q: 3 clusters Score -2289604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2289602.250000 Penalty: 4911.434570
	Iteration 39Q: 3 clusters Score -2289602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2289603.000000 Penalty: 4911.434570
	Iteration 40F: 3 clusters Score -2289603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2289598.500000 Penalty: 4911.434570
	Iteration 41Q: 3 clusters Score -2289598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2289601.750000 Penalty: 4911.434570
	Iteration 42Q: 3 clusters Score -2289602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2289601.750000 Penalty: 4911.434570
	Iteration 43F: 3 clusters Score -2289602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 116520 members 
Mstep: Class 3 contains 39155 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 137780 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 7375 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 9067 members 
Mstep: Class 13 contains 173662 members 
Mstep: Class 14 contains 168338 members 
Mstep: Class 15 contains 140116 members 
Mstep: Class 16 contains 72150 members 
Mstep: Class 17 contains 99559 members 
Mstep: Class 18 contains 24174 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 68178 members 
Mstep: Class 21 contains 41373 members 
Mstep: Class 22 contains 30603 members 
Mstep: Class 23 contains 10905 members 
Entering Unmasked Estep 
Score: -155969712.000000 Penalty: 80498.257812
Splitting cluster 12 changes total score from -155952592.000000 to -155969712.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (173662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173662 members 
Entering Unmasked Estep 
Score: -20766414.000000 Penalty: 2992.086670
	Iteration 0F: 2 clusters Score -2.076641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -20655716.000000 Penalty: 5984.173340
	Iteration 0F: 3 clusters Score -2.065572e+07 nChanged 83313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91059 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -20704320.000000 Penalty: 5984.173340
	Iteration 1F: 3 clusters Score -2.070432e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -20705518.000000 Penalty: 5984.173340
	Iteration 2Q: 3 clusters Score -2.070552e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -20707124.000000 Penalty: 5984.173340
	Iteration 3Q: 3 clusters Score -2.070712e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -20709768.000000 Penalty: 5984.173340
	Iteration 4Q: 3 clusters Score -2.070977e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113241 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -20715376.000000 Penalty: 5984.173340
	Iteration 5F: 3 clusters Score -2.071538e+07 nChanged 13386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126181 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -20725168.000000 Penalty: 5984.173340
	Iteration 6F: 3 clusters Score -2.072517e+07 nChanged 15932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141825 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -20740044.000000 Penalty: 5984.173340
	Iteration 7F: 3 clusters Score -2.074004e+07 nChanged 14463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156068 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -20753662.000000 Penalty: 5984.173340
	Iteration 8F: 3 clusters Score -2.075366e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164855 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -20760624.000000 Penalty: 5984.173340
	Iteration 9F: 3 clusters Score -2.076062e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168577 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -20763626.000000 Penalty: 5984.173340
	Iteration 10Q: 3 clusters Score -2.076363e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169839 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -20764652.000000 Penalty: 5984.173340
	Iteration 11Q: 3 clusters Score -2.076465e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170308 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -20765072.000000 Penalty: 5984.173340
	Iteration 12Q: 3 clusters Score -2.076507e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170543 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -20765246.000000 Penalty: 5984.173340
	Iteration 13Q: 3 clusters Score -2.076525e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170673 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -20765318.000000 Penalty: 5984.173340
	Iteration 14Q: 3 clusters Score -2.076532e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170753 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -20765344.000000 Penalty: 5984.173340
	Iteration 15Q: 3 clusters Score -2.076534e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170813 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -20765354.000000 Penalty: 5984.173340
	Iteration 16Q: 3 clusters Score -2.076535e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170866 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -20765314.000000 Penalty: 5984.173340
	Iteration 17Q: 3 clusters Score -2.076531e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170911 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -20765322.000000 Penalty: 5984.173340
	Iteration 18Q: 3 clusters Score -2.076532e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170938 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -20765342.000000 Penalty: 5984.173340
	Iteration 19Q: 3 clusters Score -2.076534e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170960 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -20765342.000000 Penalty: 5984.173340
	Iteration 20F: 3 clusters Score -2.076534e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170981 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -20765328.000000 Penalty: 5984.173340
	Iteration 21Q: 3 clusters Score -2.076533e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171005 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -20765286.000000 Penalty: 5984.173340
	Iteration 22Q: 3 clusters Score -2.076529e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171028 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -20765312.000000 Penalty: 5984.173340
	Iteration 23Q: 3 clusters Score -2.076531e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171050 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -20765300.000000 Penalty: 5984.173340
	Iteration 24Q: 3 clusters Score -2.07653e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171073 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -20765304.000000 Penalty: 5984.173340
	Iteration 25Q: 3 clusters Score -2.07653e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171108 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -20765302.000000 Penalty: 5984.173340
	Iteration 26Q: 3 clusters Score -2.07653e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171138 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -20765320.000000 Penalty: 5984.173340
	Iteration 27Q: 3 clusters Score -2.076532e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171162 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -20765316.000000 Penalty: 5984.173340
	Iteration 28Q: 3 clusters Score -2.076532e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171181 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -20765334.000000 Penalty: 5984.173340
	Iteration 29Q: 3 clusters Score -2.076533e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171195 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -20765322.000000 Penalty: 5984.173340
	Iteration 30Q: 3 clusters Score -2.076532e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171215 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -20765374.000000 Penalty: 5984.173340
	Iteration 31Q: 3 clusters Score -2.076537e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171228 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -20765358.000000 Penalty: 5984.173340
	Iteration 32Q: 3 clusters Score -2.076536e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171246 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -20765348.000000 Penalty: 5984.173340
	Iteration 33Q: 3 clusters Score -2.076535e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171258 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -20765370.000000 Penalty: 5984.173340
	Iteration 34Q: 3 clusters Score -2.076537e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171275 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -20765390.000000 Penalty: 5984.173340
	Iteration 35Q: 3 clusters Score -2.076539e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171279 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -20765382.000000 Penalty: 5984.173340
	Iteration 36Q: 3 clusters Score -2.076538e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171291 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -20765392.000000 Penalty: 5984.173340
	Iteration 37Q: 3 clusters Score -2.076539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171294 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -20765384.000000 Penalty: 5984.173340
	Iteration 38Q: 3 clusters Score -2.076538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171309 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -20765372.000000 Penalty: 5984.173340
	Iteration 39Q: 3 clusters Score -2.076537e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171317 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -20765396.000000 Penalty: 5984.173340
	Iteration 40F: 3 clusters Score -2.07654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171326 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -20765386.000000 Penalty: 5984.173340
	Iteration 41Q: 3 clusters Score -2.076539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171341 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -20765402.000000 Penalty: 5984.173340
	Iteration 42Q: 3 clusters Score -2.07654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171366 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -20765400.000000 Penalty: 5984.173340
	Iteration 43Q: 3 clusters Score -2.07654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171387 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -20765424.000000 Penalty: 5984.173340
	Iteration 44Q: 3 clusters Score -2.076542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171393 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -20765438.000000 Penalty: 5984.173340
	Iteration 45Q: 3 clusters Score -2.076544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171398 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -20765456.000000 Penalty: 5984.173340
	Iteration 46Q: 3 clusters Score -2.076546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171405 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -20765466.000000 Penalty: 5984.173340
	Iteration 47Q: 3 clusters Score -2.076547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171416 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -20765456.000000 Penalty: 5984.173340
	Iteration 48Q: 3 clusters Score -2.076546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -20765452.000000 Penalty: 5984.173340
	Iteration 49Q: 3 clusters Score -2.076545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171438 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -20765432.000000 Penalty: 5984.173340
	Iteration 50Q: 3 clusters Score -2.076543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171446 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -20765424.000000 Penalty: 5984.173340
	Iteration 51Q: 3 clusters Score -2.076542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171455 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -20765434.000000 Penalty: 5984.173340
	Iteration 52Q: 3 clusters Score -2.076543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171465 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -20765444.000000 Penalty: 5984.173340
	Iteration 53Q: 3 clusters Score -2.076544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171472 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -20765436.000000 Penalty: 5984.173340
	Iteration 54Q: 3 clusters Score -2.076544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171475 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -20765462.000000 Penalty: 5984.173340
	Iteration 55Q: 3 clusters Score -2.076546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171482 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -20765456.000000 Penalty: 5984.173340
	Iteration 56Q: 3 clusters Score -2.076546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171482 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -20765446.000000 Penalty: 5984.173340
	Iteration 57Q: 3 clusters Score -2.076545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171485 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -20765442.000000 Penalty: 5984.173340
	Iteration 58Q: 3 clusters Score -2.076544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171486 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -20765456.000000 Penalty: 5984.173340
	Iteration 59Q: 3 clusters Score -2.076546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171490 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -20765456.000000 Penalty: 5984.173340
	Iteration 60F: 3 clusters Score -2.076546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171492 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -20765448.000000 Penalty: 5984.173340
	Iteration 61Q: 3 clusters Score -2.076545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171496 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -20765454.000000 Penalty: 5984.173340
	Iteration 62Q: 3 clusters Score -2.076545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171499 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -20765458.000000 Penalty: 5984.173340
	Iteration 63Q: 3 clusters Score -2.076546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171502 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -20765454.000000 Penalty: 5984.173340
	Iteration 64Q: 3 clusters Score -2.076545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171505 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -20765446.000000 Penalty: 5984.173340
	Iteration 65Q: 3 clusters Score -2.076545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171506 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -20765448.000000 Penalty: 5984.173340
	Iteration 66Q: 3 clusters Score -2.076545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171507 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -20765440.000000 Penalty: 5984.173340
	Iteration 67Q: 3 clusters Score -2.076544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171507 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -20765440.000000 Penalty: 5984.173340
	Iteration 68F: 3 clusters Score -2.076544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (140116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140116 members 
Entering Unmasked Estep 
Score: -16750086.000000 Penalty: 2938.856201
	Iteration 0F: 2 clusters Score -1.675009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 70068 members 
Entering Unmasked Estep 
Score: -16656131.000000 Penalty: 5877.712402
	Iteration 0F: 3 clusters Score -1.665613e+07 nChanged 66985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -16695378.000000 Penalty: 5877.712402
	Iteration 1F: 3 clusters Score -1.669538e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -16697187.000000 Penalty: 5877.712402
	Iteration 2Q: 3 clusters Score -1.669719e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -16700444.000000 Penalty: 5877.712402
	Iteration 3Q: 3 clusters Score -1.670044e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74566 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -16705633.000000 Penalty: 5877.712402
	Iteration 4F: 3 clusters Score -1.670563e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -16713426.000000 Penalty: 5877.712402
	Iteration 5F: 3 clusters Score -1.671343e+07 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -16722979.000000 Penalty: 5877.712402
	Iteration 6F: 3 clusters Score -1.672298e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -16731993.000000 Penalty: 5877.712402
	Iteration 7F: 3 clusters Score -1.673199e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94512 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -16738092.000000 Penalty: 5877.712402
	Iteration 8F: 3 clusters Score -1.673809e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97452 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -16740899.000000 Penalty: 5877.712402
	Iteration 9Q: 3 clusters Score -1.67409e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -16742441.000000 Penalty: 5877.712402
	Iteration 10Q: 3 clusters Score -1.674244e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101787 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -16743311.000000 Penalty: 5877.712402
	Iteration 11Q: 3 clusters Score -1.674331e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103809 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -16743936.000000 Penalty: 5877.712402
	Iteration 12Q: 3 clusters Score -1.674394e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105697 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -16744493.000000 Penalty: 5877.712402
	Iteration 13Q: 3 clusters Score -1.674449e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107509 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -16744982.000000 Penalty: 5877.712402
	Iteration 14Q: 3 clusters Score -1.674498e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109190 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -16745423.000000 Penalty: 5877.712402
	Iteration 15Q: 3 clusters Score -1.674542e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110748 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -16745804.000000 Penalty: 5877.712402
	Iteration 16Q: 3 clusters Score -1.67458e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112247 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -16746164.000000 Penalty: 5877.712402
	Iteration 17Q: 3 clusters Score -1.674616e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113693 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -16746467.000000 Penalty: 5877.712402
	Iteration 18Q: 3 clusters Score -1.674647e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115016 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -16746759.000000 Penalty: 5877.712402
	Iteration 19Q: 3 clusters Score -1.674676e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116258 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -16747047.000000 Penalty: 5877.712402
	Iteration 20F: 3 clusters Score -1.674705e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117477 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -16747278.000000 Penalty: 5877.712402
	Iteration 21Q: 3 clusters Score -1.674728e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118623 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -16747487.000000 Penalty: 5877.712402
	Iteration 22Q: 3 clusters Score -1.674749e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119728 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -16747751.000000 Penalty: 5877.712402
	Iteration 23Q: 3 clusters Score -1.674775e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120758 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -16748046.000000 Penalty: 5877.712402
	Iteration 24Q: 3 clusters Score -1.674805e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121745 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -16748230.000000 Penalty: 5877.712402
	Iteration 25Q: 3 clusters Score -1.674823e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122692 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -16748372.000000 Penalty: 5877.712402
	Iteration 26Q: 3 clusters Score -1.674837e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123602 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -16748488.000000 Penalty: 5877.712402
	Iteration 27Q: 3 clusters Score -1.674849e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124444 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -16748593.000000 Penalty: 5877.712402
	Iteration 28Q: 3 clusters Score -1.674859e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125260 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -16748809.000000 Penalty: 5877.712402
	Iteration 29Q: 3 clusters Score -1.674881e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126043 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -16748898.000000 Penalty: 5877.712402
	Iteration 30Q: 3 clusters Score -1.67489e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126752 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -16749036.000000 Penalty: 5877.712402
	Iteration 31Q: 3 clusters Score -1.674904e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127434 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -16749187.000000 Penalty: 5877.712402
	Iteration 32Q: 3 clusters Score -1.674919e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128028 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -16749314.000000 Penalty: 5877.712402
	Iteration 33Q: 3 clusters Score -1.674931e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128562 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -16749478.000000 Penalty: 5877.712402
	Iteration 34Q: 3 clusters Score -1.674948e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129048 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -16749532.000000 Penalty: 5877.712402
	Iteration 35Q: 3 clusters Score -1.674953e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129506 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -16749641.000000 Penalty: 5877.712402
	Iteration 36Q: 3 clusters Score -1.674964e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129902 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -16749716.000000 Penalty: 5877.712402
	Iteration 37Q: 3 clusters Score -1.674972e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130289 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -16749774.000000 Penalty: 5877.712402
	Iteration 38Q: 3 clusters Score -1.674977e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130654 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -16749878.000000 Penalty: 5877.712402
	Iteration 39Q: 3 clusters Score -1.674988e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130957 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -16749913.000000 Penalty: 5877.712402
	Iteration 40F: 3 clusters Score -1.674991e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131229 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -16749976.000000 Penalty: 5877.712402
	Iteration 41Q: 3 clusters Score -1.674998e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131486 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -16750030.000000 Penalty: 5877.712402
	Iteration 42Q: 3 clusters Score -1.675003e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131731 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -16750063.000000 Penalty: 5877.712402
	Iteration 43Q: 3 clusters Score -1.675006e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131984 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -16750132.000000 Penalty: 5877.712402
	Iteration 44Q: 3 clusters Score -1.675013e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132240 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -16750166.000000 Penalty: 5877.712402
	Iteration 45Q: 3 clusters Score -1.675017e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132463 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -16750208.000000 Penalty: 5877.712402
	Iteration 46Q: 3 clusters Score -1.675021e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132669 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -16750223.000000 Penalty: 5877.712402
	Iteration 47Q: 3 clusters Score -1.675022e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132848 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -16750212.000000 Penalty: 5877.712402
	Iteration 48Q: 3 clusters Score -1.675021e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133022 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -16750279.000000 Penalty: 5877.712402
	Iteration 49Q: 3 clusters Score -1.675028e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133178 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -16750292.000000 Penalty: 5877.712402
	Iteration 50Q: 3 clusters Score -1.675029e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133320 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -16750277.000000 Penalty: 5877.712402
	Iteration 51Q: 3 clusters Score -1.675028e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133439 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -16750271.000000 Penalty: 5877.712402
	Iteration 52Q: 3 clusters Score -1.675027e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133536 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -16750277.000000 Penalty: 5877.712402
	Iteration 53Q: 3 clusters Score -1.675028e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133615 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -16750295.000000 Penalty: 5877.712402
	Iteration 54Q: 3 clusters Score -1.67503e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133685 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -16750289.000000 Penalty: 5877.712402
	Iteration 55Q: 3 clusters Score -1.675029e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133746 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -16750282.000000 Penalty: 5877.712402
	Iteration 56Q: 3 clusters Score -1.675028e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133797 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -16750284.000000 Penalty: 5877.712402
	Iteration 57Q: 3 clusters Score -1.675028e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133844 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -16750317.000000 Penalty: 5877.712402
	Iteration 58Q: 3 clusters Score -1.675032e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133881 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -16750329.000000 Penalty: 5877.712402
	Iteration 59Q: 3 clusters Score -1.675033e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133912 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -16750319.000000 Penalty: 5877.712402
	Iteration 60F: 3 clusters Score -1.675032e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133940 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -16750305.000000 Penalty: 5877.712402
	Iteration 61Q: 3 clusters Score -1.67503e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133972 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -16750322.000000 Penalty: 5877.712402
	Iteration 62Q: 3 clusters Score -1.675032e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134009 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -16750343.000000 Penalty: 5877.712402
	Iteration 63Q: 3 clusters Score -1.675034e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134048 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -16750332.000000 Penalty: 5877.712402
	Iteration 64Q: 3 clusters Score -1.675033e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134080 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -16750360.000000 Penalty: 5877.712402
	Iteration 65Q: 3 clusters Score -1.675036e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134101 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -16750346.000000 Penalty: 5877.712402
	Iteration 66Q: 3 clusters Score -1.675035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134112 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -16750339.000000 Penalty: 5877.712402
	Iteration 67Q: 3 clusters Score -1.675034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134125 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -16750332.000000 Penalty: 5877.712402
	Iteration 68Q: 3 clusters Score -1.675033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134142 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -16750353.000000 Penalty: 5877.712402
	Iteration 69Q: 3 clusters Score -1.675035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134157 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -16750354.000000 Penalty: 5877.712402
	Iteration 70Q: 3 clusters Score -1.675035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134171 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -16750346.000000 Penalty: 5877.712402
	Iteration 71Q: 3 clusters Score -1.675035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134179 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -16750353.000000 Penalty: 5877.712402
	Iteration 72Q: 3 clusters Score -1.675035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134185 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -16750332.000000 Penalty: 5877.712402
	Iteration 73Q: 3 clusters Score -1.675033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134191 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -16750333.000000 Penalty: 5877.712402
	Iteration 74Q: 3 clusters Score -1.675033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134197 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -16750335.000000 Penalty: 5877.712402
	Iteration 75Q: 3 clusters Score -1.675034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134210 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -16750347.000000 Penalty: 5877.712402
	Iteration 76Q: 3 clusters Score -1.675035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134218 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -16750353.000000 Penalty: 5877.712402
	Iteration 77Q: 3 clusters Score -1.675035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134229 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -16750340.000000 Penalty: 5877.712402
	Iteration 78Q: 3 clusters Score -1.675034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134237 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -16750341.000000 Penalty: 5877.712402
	Iteration 79Q: 3 clusters Score -1.675034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134245 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -16750335.000000 Penalty: 5877.712402
	Iteration 80F: 3 clusters Score -1.675034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134249 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -16750333.000000 Penalty: 5877.712402
	Iteration 81Q: 3 clusters Score -1.675033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134252 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -16750330.000000 Penalty: 5877.712402
	Iteration 82Q: 3 clusters Score -1.675033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134257 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -16750338.000000 Penalty: 5877.712402
	Iteration 83Q: 3 clusters Score -1.675034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134262 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -16750325.000000 Penalty: 5877.712402
	Iteration 84Q: 3 clusters Score -1.675032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134264 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -16750330.000000 Penalty: 5877.712402
	Iteration 85Q: 3 clusters Score -1.675033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134267 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -16750332.000000 Penalty: 5877.712402
	Iteration 86Q: 3 clusters Score -1.675033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134271 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -16750325.000000 Penalty: 5877.712402
	Iteration 87Q: 3 clusters Score -1.675032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134276 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -16750327.000000 Penalty: 5877.712402
	Iteration 88Q: 3 clusters Score -1.675033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134279 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -16750336.000000 Penalty: 5877.712402
	Iteration 89Q: 3 clusters Score -1.675034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134285 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -16750339.000000 Penalty: 5877.712402
	Iteration 90Q: 3 clusters Score -1.675034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134290 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -16750339.000000 Penalty: 5877.712402
	Iteration 91Q: 3 clusters Score -1.675034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134296 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -16750335.000000 Penalty: 5877.712402
	Iteration 92Q: 3 clusters Score -1.675034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134299 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -16750342.000000 Penalty: 5877.712402
	Iteration 93Q: 3 clusters Score -1.675034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134300 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -16750347.000000 Penalty: 5877.712402
	Iteration 94Q: 3 clusters Score -1.675035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134301 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -16750343.000000 Penalty: 5877.712402
	Iteration 95Q: 3 clusters Score -1.675034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134302 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -16750348.000000 Penalty: 5877.712402
	Iteration 96Q: 3 clusters Score -1.675035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134302 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -16750348.000000 Penalty: 5877.712402
	Iteration 97F: 3 clusters Score -1.675035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 116520 members 
Mstep: Class 3 contains 39155 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 137780 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 7375 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 9067 members 
Mstep: Class 13 contains 173662 members 
Mstep: Class 14 contains 168338 members 
Mstep: Class 15 contains 134302 members 
Mstep: Class 16 contains 72150 members 
Mstep: Class 17 contains 99559 members 
Mstep: Class 18 contains 24174 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 68178 members 
Mstep: Class 21 contains 41373 members 
Mstep: Class 22 contains 30603 members 
Mstep: Class 23 contains 10905 members 
Mstep: Class 24 contains 5814 members 
Entering Unmasked Estep 
Score: -155969856.000000 Penalty: 83998.187500
Splitting cluster 15 changes total score from -155952592.000000 to -155969856.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (72150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Entering Unmasked Estep 
Score: -8636287.000000 Penalty: 2774.252686
	Iteration 0F: 2 clusters Score -8636287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -8587989.000000 Penalty: 5548.505371
	Iteration 0F: 3 clusters Score -8587989 nChanged 33743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -8606974.000000 Penalty: 5548.505371
	Iteration 1F: 3 clusters Score -8606974 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -8607712.000000 Penalty: 5548.505371
	Iteration 2Q: 3 clusters Score -8607712 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -8608493.000000 Penalty: 5548.505371
	Iteration 3Q: 3 clusters Score -8608493 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -8609578.000000 Penalty: 5548.505371
	Iteration 4Q: 3 clusters Score -8609578 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -8610997.000000 Penalty: 5548.505371
	Iteration 5Q: 3 clusters Score -8610997 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -8613156.000000 Penalty: 5548.505371
	Iteration 6F: 3 clusters Score -8613156 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -8616303.000000 Penalty: 5548.505371
	Iteration 7F: 3 clusters Score -8616303 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -8620330.000000 Penalty: 5548.505371
	Iteration 8F: 3 clusters Score -8620330 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -8624387.000000 Penalty: 5548.505371
	Iteration 9F: 3 clusters Score -8624387 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
Score: -8627579.000000 Penalty: 5548.505371
	Iteration 10F: 3 clusters Score -8627579 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -8629881.000000 Penalty: 5548.505371
	Iteration 11Q: 3 clusters Score -8629881 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -8631430.000000 Penalty: 5548.505371
	Iteration 12Q: 3 clusters Score -8631430 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
Score: -8632418.000000 Penalty: 5548.505371
	Iteration 13Q: 3 clusters Score -8632418 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -8633110.000000 Penalty: 5548.505371
	Iteration 14Q: 3 clusters Score -8633110 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -8633611.000000 Penalty: 5548.505371
	Iteration 15Q: 3 clusters Score -8633611 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 70821 members 
Entering Unmasked Estep 
Score: -8633887.000000 Penalty: 5548.505371
	Iteration 16Q: 3 clusters Score -8633887 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -8634071.000000 Penalty: 5548.505371
	Iteration 17Q: 3 clusters Score -8634071 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -8634168.000000 Penalty: 5548.505371
	Iteration 18Q: 3 clusters Score -8634168 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 71199 members 
Entering Unmasked Estep 
Score: -8634259.000000 Penalty: 5548.505371
	Iteration 19Q: 3 clusters Score -8634259 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
Score: -8634313.000000 Penalty: 5548.505371
	Iteration 20F: 3 clusters Score -8634313 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -8634353.000000 Penalty: 5548.505371
	Iteration 21Q: 3 clusters Score -8634353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -8634405.000000 Penalty: 5548.505371
	Iteration 22Q: 3 clusters Score -8634405 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -8634443.000000 Penalty: 5548.505371
	Iteration 23Q: 3 clusters Score -8634443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -8634466.000000 Penalty: 5548.505371
	Iteration 24Q: 3 clusters Score -8634466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 71352 members 
Entering Unmasked Estep 
Score: -8634471.000000 Penalty: 5548.505371
	Iteration 25Q: 3 clusters Score -8634471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 71358 members 
Entering Unmasked Estep 
Score: -8634499.000000 Penalty: 5548.505371
	Iteration 26Q: 3 clusters Score -8634499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 71366 members 
Entering Unmasked Estep 
Score: -8634522.000000 Penalty: 5548.505371
	Iteration 27Q: 3 clusters Score -8634522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -8634522.000000 Penalty: 5548.505371
	Iteration 28Q: 3 clusters Score -8634522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 71366 members 
Entering Unmasked Estep 
Score: -8634528.000000 Penalty: 5548.505371
	Iteration 29Q: 3 clusters Score -8634528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 71366 members 
Entering Unmasked Estep 
Score: -8634537.000000 Penalty: 5548.505371
	Iteration 30Q: 3 clusters Score -8634537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 71366 members 
Entering Unmasked Estep 
Score: -8634536.000000 Penalty: 5548.505371
	Iteration 31Q: 3 clusters Score -8634536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -8634538.000000 Penalty: 5548.505371
	Iteration 32Q: 3 clusters Score -8634538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -8634544.000000 Penalty: 5548.505371
	Iteration 33Q: 3 clusters Score -8634544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -8634546.000000 Penalty: 5548.505371
	Iteration 34Q: 3 clusters Score -8634546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -8634550.000000 Penalty: 5548.505371
	Iteration 35Q: 3 clusters Score -8634550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -8634558.000000 Penalty: 5548.505371
	Iteration 36Q: 3 clusters Score -8634558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -8634553.000000 Penalty: 5548.505371
	Iteration 37Q: 3 clusters Score -8634553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -8634548.000000 Penalty: 5548.505371
	Iteration 38Q: 3 clusters Score -8634548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -8634553.000000 Penalty: 5548.505371
	Iteration 39Q: 3 clusters Score -8634553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -8634558.000000 Penalty: 5548.505371
	Iteration 40F: 3 clusters Score -8634558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -8634567.000000 Penalty: 5548.505371
	Iteration 41Q: 3 clusters Score -8634567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -8634562.000000 Penalty: 5548.505371
	Iteration 42Q: 3 clusters Score -8634562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
Score: -8634574.000000 Penalty: 5548.505371
	Iteration 43Q: 3 clusters Score -8634574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -8634571.000000 Penalty: 5548.505371
	Iteration 44Q: 3 clusters Score -8634571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -8634575.000000 Penalty: 5548.505371
	Iteration 45Q: 3 clusters Score -8634575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -8634591.000000 Penalty: 5548.505371
	Iteration 46Q: 3 clusters Score -8634591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -8634584.000000 Penalty: 5548.505371
	Iteration 47Q: 3 clusters Score -8634584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -8634588.000000 Penalty: 5548.505371
	Iteration 48Q: 3 clusters Score -8634588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -8634588.000000 Penalty: 5548.505371
	Iteration 49Q: 3 clusters Score -8634588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -8634594.000000 Penalty: 5548.505371
	Iteration 50Q: 3 clusters Score -8634594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -8634600.000000 Penalty: 5548.505371
	Iteration 51Q: 3 clusters Score -8634600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -8634607.000000 Penalty: 5548.505371
	Iteration 52Q: 3 clusters Score -8634607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -8634609.000000 Penalty: 5548.505371
	Iteration 53Q: 3 clusters Score -8634609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -8634609.000000 Penalty: 5548.505371
	Iteration 54Q: 3 clusters Score -8634609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -8634607.000000 Penalty: 5548.505371
	Iteration 55Q: 3 clusters Score -8634607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -8634609.000000 Penalty: 5548.505371
	Iteration 56Q: 3 clusters Score -8634609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -8634609.000000 Penalty: 5548.505371
	Iteration 57F: 3 clusters Score -8634609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (99559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99559 members 
Entering Unmasked Estep 
Score: -11842035.000000 Penalty: 2854.109375
	Iteration 0F: 2 clusters Score -1.184204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -11775633.000000 Penalty: 5708.218750
	Iteration 0F: 3 clusters Score -1.177563e+07 nChanged 47032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -11802593.000000 Penalty: 5708.218750
	Iteration 1F: 3 clusters Score -1.180259e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -11803690.000000 Penalty: 5708.218750
	Iteration 2Q: 3 clusters Score -1.180369e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -11805790.000000 Penalty: 5708.218750
	Iteration 3Q: 3 clusters Score -1.180579e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -11809946.000000 Penalty: 5708.218750
	Iteration 4F: 3 clusters Score -1.180995e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -11816896.000000 Penalty: 5708.218750
	Iteration 5F: 3 clusters Score -1.18169e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -11825831.000000 Penalty: 5708.218750
	Iteration 6F: 3 clusters Score -1.182583e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -11833409.000000 Penalty: 5708.218750
	Iteration 7F: 3 clusters Score -1.183341e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -11837920.000000 Penalty: 5708.218750
	Iteration 8F: 3 clusters Score -1.183792e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89371 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -11840237.000000 Penalty: 5708.218750
	Iteration 9Q: 3 clusters Score -1.184024e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91591 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -11841453.000000 Penalty: 5708.218750
	Iteration 10Q: 3 clusters Score -1.184145e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -11842172.000000 Penalty: 5708.218750
	Iteration 11Q: 3 clusters Score -1.184217e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -11842520.000000 Penalty: 5708.218750
	Iteration 12Q: 3 clusters Score -1.184252e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94776 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -11842721.000000 Penalty: 5708.218750
	Iteration 13Q: 3 clusters Score -1.184272e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95199 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -11842871.000000 Penalty: 5708.218750
	Iteration 14Q: 3 clusters Score -1.184287e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95501 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -11842969.000000 Penalty: 5708.218750
	Iteration 15Q: 3 clusters Score -1.184297e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95729 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -11843078.000000 Penalty: 5708.218750
	Iteration 16Q: 3 clusters Score -1.184308e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95908 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -11843114.000000 Penalty: 5708.218750
	Iteration 17Q: 3 clusters Score -1.184311e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -11843104.000000 Penalty: 5708.218750
	Iteration 18Q: 3 clusters Score -1.18431e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96124 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -11843125.000000 Penalty: 5708.218750
	Iteration 19Q: 3 clusters Score -1.184312e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96200 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -11843137.000000 Penalty: 5708.218750
	Iteration 20F: 3 clusters Score -1.184314e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96257 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -11843152.000000 Penalty: 5708.218750
	Iteration 21Q: 3 clusters Score -1.184315e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96307 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -11843130.000000 Penalty: 5708.218750
	Iteration 22Q: 3 clusters Score -1.184313e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96347 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -11843138.000000 Penalty: 5708.218750
	Iteration 23Q: 3 clusters Score -1.184314e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96380 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -11843145.000000 Penalty: 5708.218750
	Iteration 24Q: 3 clusters Score -1.184314e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -11843151.000000 Penalty: 5708.218750
	Iteration 25Q: 3 clusters Score -1.184315e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96450 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -11843165.000000 Penalty: 5708.218750
	Iteration 26Q: 3 clusters Score -1.184316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -11843158.000000 Penalty: 5708.218750
	Iteration 27Q: 3 clusters Score -1.184316e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -11843170.000000 Penalty: 5708.218750
	Iteration 28Q: 3 clusters Score -1.184317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96525 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -11843171.000000 Penalty: 5708.218750
	Iteration 29Q: 3 clusters Score -1.184317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96536 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -11843172.000000 Penalty: 5708.218750
	Iteration 30Q: 3 clusters Score -1.184317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -11843166.000000 Penalty: 5708.218750
	Iteration 31Q: 3 clusters Score -1.184317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -11843161.000000 Penalty: 5708.218750
	Iteration 32Q: 3 clusters Score -1.184316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96555 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -11843167.000000 Penalty: 5708.218750
	Iteration 33Q: 3 clusters Score -1.184317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -11843166.000000 Penalty: 5708.218750
	Iteration 34Q: 3 clusters Score -1.184317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96563 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -11843180.000000 Penalty: 5708.218750
	Iteration 35Q: 3 clusters Score -1.184318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96563 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -11843185.000000 Penalty: 5708.218750
	Iteration 36Q: 3 clusters Score -1.184318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96566 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -11843185.000000 Penalty: 5708.218750
	Iteration 37Q: 3 clusters Score -1.184318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -11843169.000000 Penalty: 5708.218750
	Iteration 38Q: 3 clusters Score -1.184317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96578 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -11843167.000000 Penalty: 5708.218750
	Iteration 39Q: 3 clusters Score -1.184317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96582 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -11843164.000000 Penalty: 5708.218750
	Iteration 40F: 3 clusters Score -1.184316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96584 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -11843171.000000 Penalty: 5708.218750
	Iteration 41Q: 3 clusters Score -1.184317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96589 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -11843177.000000 Penalty: 5708.218750
	Iteration 42Q: 3 clusters Score -1.184318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -11843185.000000 Penalty: 5708.218750
	Iteration 43Q: 3 clusters Score -1.184318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96597 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -11843180.000000 Penalty: 5708.218750
	Iteration 44Q: 3 clusters Score -1.184318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -11843186.000000 Penalty: 5708.218750
	Iteration 45Q: 3 clusters Score -1.184319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -11843194.000000 Penalty: 5708.218750
	Iteration 46Q: 3 clusters Score -1.184319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96609 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11843186.000000 Penalty: 5708.218750
	Iteration 47Q: 3 clusters Score -1.184319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96614 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -11843191.000000 Penalty: 5708.218750
	Iteration 48Q: 3 clusters Score -1.184319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96616 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -11843201.000000 Penalty: 5708.218750
	Iteration 49Q: 3 clusters Score -1.18432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96619 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -11843196.000000 Penalty: 5708.218750
	Iteration 50Q: 3 clusters Score -1.18432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96626 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -11843189.000000 Penalty: 5708.218750
	Iteration 51Q: 3 clusters Score -1.184319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -11843188.000000 Penalty: 5708.218750
	Iteration 52Q: 3 clusters Score -1.184319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -11843197.000000 Penalty: 5708.218750
	Iteration 53Q: 3 clusters Score -1.18432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -11843204.000000 Penalty: 5708.218750
	Iteration 54Q: 3 clusters Score -1.18432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -11843204.000000 Penalty: 5708.218750
	Iteration 55F: 3 clusters Score -1.18432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 116520 members 
Mstep: Class 3 contains 39155 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 137780 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 7375 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 9067 members 
Mstep: Class 13 contains 173662 members 
Mstep: Class 14 contains 168338 members 
Mstep: Class 15 contains 134302 members 
Mstep: Class 16 contains 72150 members 
Mstep: Class 17 contains 96636 members 
Mstep: Class 18 contains 24174 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 68178 members 
Mstep: Class 21 contains 41373 members 
Mstep: Class 22 contains 30603 members 
Mstep: Class 23 contains 10905 members 
Mstep: Class 24 contains 5814 members 
Mstep: Class 25 contains 2923 members 
Entering Unmasked Estep 
Score: -155971056.000000 Penalty: 87498.109375
Splitting cluster 17 changes total score from -155952592.000000 to -155971056.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (24174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Entering Unmasked Estep 
Score: -2809036.250000 Penalty: 2503.072266
	Iteration 0F: 2 clusters Score -2809036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2792292.250000 Penalty: 5006.144531
	Iteration 0F: 3 clusters Score -2792292 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2798516.500000 Penalty: 5006.144531
	Iteration 1F: 3 clusters Score -2798516 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2799665.250000 Penalty: 5006.144531
	Iteration 2F: 3 clusters Score -2799665 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2801150.750000 Penalty: 5006.144531
	Iteration 3F: 3 clusters Score -2801151 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2802847.250000 Penalty: 5006.144531
	Iteration 4F: 3 clusters Score -2802847 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2804595.250000 Penalty: 5006.144531
	Iteration 5F: 3 clusters Score -2804595 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2806058.500000 Penalty: 5006.144531
	Iteration 6F: 3 clusters Score -2806058 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2807081.750000 Penalty: 5006.144531
	Iteration 7F: 3 clusters Score -2807082 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2807735.500000 Penalty: 5006.144531
	Iteration 8Q: 3 clusters Score -2807736 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2808158.250000 Penalty: 5006.144531
	Iteration 9Q: 3 clusters Score -2808158 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2808415.750000 Penalty: 5006.144531
	Iteration 10Q: 3 clusters Score -2808416 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2808592.250000 Penalty: 5006.144531
	Iteration 11Q: 3 clusters Score -2808592 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2808729.250000 Penalty: 5006.144531
	Iteration 12Q: 3 clusters Score -2808729 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2808831.250000 Penalty: 5006.144531
	Iteration 13Q: 3 clusters Score -2808831 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2808909.250000 Penalty: 5006.144531
	Iteration 14Q: 3 clusters Score -2808909 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2808986.000000 Penalty: 5006.144531
	Iteration 15Q: 3 clusters Score -2808986 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2809027.000000 Penalty: 5006.144531
	Iteration 16Q: 3 clusters Score -2809027 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2809051.000000 Penalty: 5006.144531
	Iteration 17Q: 3 clusters Score -2809051 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2809088.500000 Penalty: 5006.144531
	Iteration 18Q: 3 clusters Score -2809088 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2809112.750000 Penalty: 5006.144531
	Iteration 19Q: 3 clusters Score -2809113 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2809143.250000 Penalty: 5006.144531
	Iteration 20F: 3 clusters Score -2809143 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2809181.000000 Penalty: 5006.144531
	Iteration 21Q: 3 clusters Score -2809181 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2809207.250000 Penalty: 5006.144531
	Iteration 22Q: 3 clusters Score -2809207 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2809248.250000 Penalty: 5006.144531
	Iteration 23Q: 3 clusters Score -2809248 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2809270.250000 Penalty: 5006.144531
	Iteration 24Q: 3 clusters Score -2809270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2809302.000000 Penalty: 5006.144531
	Iteration 25Q: 3 clusters Score -2809302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2809326.250000 Penalty: 5006.144531
	Iteration 26Q: 3 clusters Score -2809326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2809333.750000 Penalty: 5006.144531
	Iteration 27Q: 3 clusters Score -2809334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2809357.000000 Penalty: 5006.144531
	Iteration 28Q: 3 clusters Score -2809357 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2809382.000000 Penalty: 5006.144531
	Iteration 29Q: 3 clusters Score -2809382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2809393.500000 Penalty: 5006.144531
	Iteration 30Q: 3 clusters Score -2809394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2809395.000000 Penalty: 5006.144531
	Iteration 31Q: 3 clusters Score -2809395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2809404.250000 Penalty: 5006.144531
	Iteration 32Q: 3 clusters Score -2809404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2809412.750000 Penalty: 5006.144531
	Iteration 33Q: 3 clusters Score -2809413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2809419.250000 Penalty: 5006.144531
	Iteration 34Q: 3 clusters Score -2809419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2809416.500000 Penalty: 5006.144531
	Iteration 35Q: 3 clusters Score -2809416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2809416.000000 Penalty: 5006.144531
	Iteration 36Q: 3 clusters Score -2809416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2809425.250000 Penalty: 5006.144531
	Iteration 37Q: 3 clusters Score -2809425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2809431.250000 Penalty: 5006.144531
	Iteration 38Q: 3 clusters Score -2809431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2809434.250000 Penalty: 5006.144531
	Iteration 39Q: 3 clusters Score -2809434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2809451.000000 Penalty: 5006.144531
	Iteration 40F: 3 clusters Score -2809451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2809451.000000 Penalty: 5006.144531
	Iteration 41Q: 3 clusters Score -2809451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2809456.250000 Penalty: 5006.144531
	Iteration 42Q: 3 clusters Score -2809456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2809459.500000 Penalty: 5006.144531
	Iteration 43Q: 3 clusters Score -2809460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2809461.000000 Penalty: 5006.144531
	Iteration 44Q: 3 clusters Score -2809461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2809464.250000 Penalty: 5006.144531
	Iteration 45Q: 3 clusters Score -2809464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2809469.000000 Penalty: 5006.144531
	Iteration 46Q: 3 clusters Score -2809469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2809465.250000 Penalty: 5006.144531
	Iteration 47Q: 3 clusters Score -2809465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2809468.500000 Penalty: 5006.144531
	Iteration 48Q: 3 clusters Score -2809468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2809475.750000 Penalty: 5006.144531
	Iteration 49Q: 3 clusters Score -2809476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2809472.750000 Penalty: 5006.144531
	Iteration 50Q: 3 clusters Score -2809473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2809470.250000 Penalty: 5006.144531
	Iteration 51Q: 3 clusters Score -2809470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2809469.500000 Penalty: 5006.144531
	Iteration 52Q: 3 clusters Score -2809470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2809470.000000 Penalty: 5006.144531
	Iteration 53Q: 3 clusters Score -2809470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2809473.250000 Penalty: 5006.144531
	Iteration 54Q: 3 clusters Score -2809473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2809475.500000 Penalty: 5006.144531
	Iteration 55Q: 3 clusters Score -2809476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2809477.500000 Penalty: 5006.144531
	Iteration 56Q: 3 clusters Score -2809478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2809471.500000 Penalty: 5006.144531
	Iteration 57Q: 3 clusters Score -2809472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2809475.000000 Penalty: 5006.144531
	Iteration 58Q: 3 clusters Score -2809475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2809483.000000 Penalty: 5006.144531
	Iteration 59Q: 3 clusters Score -2809483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2809483.000000 Penalty: 5006.144531
	Iteration 60F: 3 clusters Score -2809483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2809484.000000 Penalty: 5006.144531
	Iteration 61Q: 3 clusters Score -2809484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2809488.000000 Penalty: 5006.144531
	Iteration 62Q: 3 clusters Score -2809488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2809480.500000 Penalty: 5006.144531
	Iteration 63Q: 3 clusters Score -2809480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2809485.500000 Penalty: 5006.144531
	Iteration 64Q: 3 clusters Score -2809486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2809488.500000 Penalty: 5006.144531
	Iteration 65Q: 3 clusters Score -2809488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2809488.500000 Penalty: 5006.144531
	Iteration 66F: 3 clusters Score -2809488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 116520 members 
Mstep: Class 3 contains 39155 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 137780 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 7375 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 9067 members 
Mstep: Class 13 contains 173662 members 
Mstep: Class 14 contains 168338 members 
Mstep: Class 15 contains 134302 members 
Mstep: Class 16 contains 72150 members 
Mstep: Class 17 contains 96636 members 
Mstep: Class 18 contains 21127 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 68178 members 
Mstep: Class 21 contains 41373 members 
Mstep: Class 22 contains 30603 members 
Mstep: Class 23 contains 10905 members 
Mstep: Class 24 contains 5814 members 
Mstep: Class 25 contains 2923 members 
Mstep: Class 26 contains 3047 members 
Entering Unmasked Estep 
Score: -155970768.000000 Penalty: 90998.031250
Splitting cluster 18 changes total score from -155952592.000000 to -155970768.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (68178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Entering Unmasked Estep 
Score: -7972324.000000 Penalty: 2760.209473
	Iteration 0F: 2 clusters Score -7972324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -7926595.000000 Penalty: 5520.418945
	Iteration 0F: 3 clusters Score -7926595 nChanged 31923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -7945097.000000 Penalty: 5520.418945
	Iteration 1F: 3 clusters Score -7945097 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -7946292.500000 Penalty: 5520.418945
	Iteration 2Q: 3 clusters Score -7946292 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -7947576.000000 Penalty: 5520.418945
	Iteration 3Q: 3 clusters Score -7947576 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -7949055.500000 Penalty: 5520.418945
	Iteration 4Q: 3 clusters Score -7949056 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -7950569.000000 Penalty: 5520.418945
	Iteration 5F: 3 clusters Score -7950569 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -7952234.500000 Penalty: 5520.418945
	Iteration 6F: 3 clusters Score -7952234 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -7953935.000000 Penalty: 5520.418945
	Iteration 7F: 3 clusters Score -7953935 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -7955849.500000 Penalty: 5520.418945
	Iteration 8F: 3 clusters Score -7955850 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -7958191.500000 Penalty: 5520.418945
	Iteration 9F: 3 clusters Score -7958192 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -7960903.500000 Penalty: 5520.418945
	Iteration 10F: 3 clusters Score -7960904 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -7963947.500000 Penalty: 5520.418945
	Iteration 11F: 3 clusters Score -7963948 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -7966512.500000 Penalty: 5520.418945
	Iteration 12Q: 3 clusters Score -7966512 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -7968086.000000 Penalty: 5520.418945
	Iteration 13Q: 3 clusters Score -7968086 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -7969051.500000 Penalty: 5520.418945
	Iteration 14Q: 3 clusters Score -7969052 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -7969598.500000 Penalty: 5520.418945
	Iteration 15Q: 3 clusters Score -7969598 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -7970064.000000 Penalty: 5520.418945
	Iteration 16Q: 3 clusters Score -7970064 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -7970409.000000 Penalty: 5520.418945
	Iteration 17Q: 3 clusters Score -7970409 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -7970716.000000 Penalty: 5520.418945
	Iteration 18Q: 3 clusters Score -7970716 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -7971050.500000 Penalty: 5520.418945
	Iteration 19Q: 3 clusters Score -7971050 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -7971539.000000 Penalty: 5520.418945
	Iteration 20F: 3 clusters Score -7971539 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -7972045.000000 Penalty: 5520.418945
	Iteration 21Q: 3 clusters Score -7972045 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -7972669.500000 Penalty: 5520.418945
	Iteration 22Q: 3 clusters Score -7972670 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -7973263.500000 Penalty: 5520.418945
	Iteration 23Q: 3 clusters Score -7973264 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -7973893.000000 Penalty: 5520.418945
	Iteration 24Q: 3 clusters Score -7973893 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -7974226.000000 Penalty: 5520.418945
	Iteration 25Q: 3 clusters Score -7974226 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -7974461.000000 Penalty: 5520.418945
	Iteration 26Q: 3 clusters Score -7974461 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -7974601.500000 Penalty: 5520.418945
	Iteration 27Q: 3 clusters Score -7974602 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -7974634.000000 Penalty: 5520.418945
	Iteration 28Q: 3 clusters Score -7974634 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -7974664.500000 Penalty: 5520.418945
	Iteration 29Q: 3 clusters Score -7974664 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -7974660.500000 Penalty: 5520.418945
	Iteration 30Q: 3 clusters Score -7974660 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -7974678.500000 Penalty: 5520.418945
	Iteration 31Q: 3 clusters Score -7974678 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -7974701.500000 Penalty: 5520.418945
	Iteration 32Q: 3 clusters Score -7974702 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -7974704.500000 Penalty: 5520.418945
	Iteration 33Q: 3 clusters Score -7974704 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -7974719.000000 Penalty: 5520.418945
	Iteration 34Q: 3 clusters Score -7974719 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -7974714.000000 Penalty: 5520.418945
	Iteration 35Q: 3 clusters Score -7974714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -7974725.000000 Penalty: 5520.418945
	Iteration 36Q: 3 clusters Score -7974725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -7974716.500000 Penalty: 5520.418945
	Iteration 37Q: 3 clusters Score -7974716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -7974714.500000 Penalty: 5520.418945
	Iteration 38Q: 3 clusters Score -7974714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -7974724.500000 Penalty: 5520.418945
	Iteration 39Q: 3 clusters Score -7974724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -7974715.000000 Penalty: 5520.418945
	Iteration 40F: 3 clusters Score -7974715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -7974700.500000 Penalty: 5520.418945
	Iteration 41Q: 3 clusters Score -7974700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -7974691.000000 Penalty: 5520.418945
	Iteration 42Q: 3 clusters Score -7974691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -7974681.000000 Penalty: 5520.418945
	Iteration 43Q: 3 clusters Score -7974681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -7974687.500000 Penalty: 5520.418945
	Iteration 44Q: 3 clusters Score -7974688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -7974688.500000 Penalty: 5520.418945
	Iteration 45Q: 3 clusters Score -7974688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -7974682.500000 Penalty: 5520.418945
	Iteration 46Q: 3 clusters Score -7974682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -7974685.500000 Penalty: 5520.418945
	Iteration 47Q: 3 clusters Score -7974686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -7974686.000000 Penalty: 5520.418945
	Iteration 48Q: 3 clusters Score -7974686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -7974694.000000 Penalty: 5520.418945
	Iteration 49Q: 3 clusters Score -7974694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -7974699.000000 Penalty: 5520.418945
	Iteration 50Q: 3 clusters Score -7974699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -7974702.000000 Penalty: 5520.418945
	Iteration 51Q: 3 clusters Score -7974702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -7974707.000000 Penalty: 5520.418945
	Iteration 52Q: 3 clusters Score -7974707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -7974712.500000 Penalty: 5520.418945
	Iteration 53Q: 3 clusters Score -7974712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -7974714.500000 Penalty: 5520.418945
	Iteration 54Q: 3 clusters Score -7974714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -7974713.500000 Penalty: 5520.418945
	Iteration 55Q: 3 clusters Score -7974714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -7974718.000000 Penalty: 5520.418945
	Iteration 56Q: 3 clusters Score -7974718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -7974717.000000 Penalty: 5520.418945
	Iteration 57Q: 3 clusters Score -7974717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -7974718.000000 Penalty: 5520.418945
	Iteration 58Q: 3 clusters Score -7974718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -7974714.500000 Penalty: 5520.418945
	Iteration 59Q: 3 clusters Score -7974714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -7974720.000000 Penalty: 5520.418945
	Iteration 60F: 3 clusters Score -7974720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 116520 members 
Mstep: Class 3 contains 39155 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 137780 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 7375 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 9067 members 
Mstep: Class 13 contains 173662 members 
Mstep: Class 14 contains 168338 members 
Mstep: Class 15 contains 134302 members 
Mstep: Class 16 contains 72150 members 
Mstep: Class 17 contains 96636 members 
Mstep: Class 18 contains 21127 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 50398 members 
Mstep: Class 21 contains 41373 members 
Mstep: Class 22 contains 30603 members 
Mstep: Class 23 contains 10905 members 
Mstep: Class 24 contains 5814 members 
Mstep: Class 25 contains 2923 members 
Mstep: Class 26 contains 3047 members 
Mstep: Class 27 contains 17780 members 
Entering Unmasked Estep 
Score: -155972560.000000 Penalty: 94497.960938
Splitting cluster 20 changes total score from -155952592.000000 to -155972560.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (41373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Entering Unmasked Estep 
Score: -4891182.500000 Penalty: 2636.335205
	Iteration 0F: 2 clusters Score -4891182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4863185.500000 Penalty: 5272.670410
	Iteration 0F: 3 clusters Score -4863186 nChanged 18850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4873632.000000 Penalty: 5272.670410
	Iteration 1F: 3 clusters Score -4873632 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -4874289.500000 Penalty: 5272.670410
	Iteration 2Q: 3 clusters Score -4874290 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -4875180.000000 Penalty: 5272.670410
	Iteration 3Q: 3 clusters Score -4875180 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -4876320.000000 Penalty: 5272.670410
	Iteration 4Q: 3 clusters Score -4876320 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -4877829.500000 Penalty: 5272.670410
	Iteration 5F: 3 clusters Score -4877830 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -4879255.500000 Penalty: 5272.670410
	Iteration 6F: 3 clusters Score -4879256 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -4880504.500000 Penalty: 5272.670410
	Iteration 7F: 3 clusters Score -4880504 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -4881678.000000 Penalty: 5272.670410
	Iteration 8F: 3 clusters Score -4881678 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -4882786.500000 Penalty: 5272.670410
	Iteration 9F: 3 clusters Score -4882786 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -4883805.000000 Penalty: 5272.670410
	Iteration 10Q: 3 clusters Score -4883805 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4884642.500000 Penalty: 5272.670410
	Iteration 11Q: 3 clusters Score -4884642 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -4885346.500000 Penalty: 5272.670410
	Iteration 12Q: 3 clusters Score -4885346 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -4886056.000000 Penalty: 5272.670410
	Iteration 13Q: 3 clusters Score -4886056 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -4886769.000000 Penalty: 5272.670410
	Iteration 14Q: 3 clusters Score -4886769 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -4887480.500000 Penalty: 5272.670410
	Iteration 15Q: 3 clusters Score -4887480 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -4888228.500000 Penalty: 5272.670410
	Iteration 16Q: 3 clusters Score -4888228 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -4888963.000000 Penalty: 5272.670410
	Iteration 17Q: 3 clusters Score -4888963 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -4889638.000000 Penalty: 5272.670410
	Iteration 18Q: 3 clusters Score -4889638 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -4890165.500000 Penalty: 5272.670410
	Iteration 19Q: 3 clusters Score -4890166 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -4890660.500000 Penalty: 5272.670410
	Iteration 20F: 3 clusters Score -4890660 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -4890961.500000 Penalty: 5272.670410
	Iteration 21Q: 3 clusters Score -4890962 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -4891221.000000 Penalty: 5272.670410
	Iteration 22Q: 3 clusters Score -4891221 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -4891415.500000 Penalty: 5272.670410
	Iteration 23Q: 3 clusters Score -4891416 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -4891547.000000 Penalty: 5272.670410
	Iteration 24Q: 3 clusters Score -4891547 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4891634.500000 Penalty: 5272.670410
	Iteration 25Q: 3 clusters Score -4891634 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -4891702.000000 Penalty: 5272.670410
	Iteration 26Q: 3 clusters Score -4891702 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -4891769.000000 Penalty: 5272.670410
	Iteration 27Q: 3 clusters Score -4891769 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4891813.500000 Penalty: 5272.670410
	Iteration 28Q: 3 clusters Score -4891814 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4891897.000000 Penalty: 5272.670410
	Iteration 29Q: 3 clusters Score -4891897 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4891966.500000 Penalty: 5272.670410
	Iteration 30Q: 3 clusters Score -4891966 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4892011.000000 Penalty: 5272.670410
	Iteration 31Q: 3 clusters Score -4892011 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -4892051.500000 Penalty: 5272.670410
	Iteration 32Q: 3 clusters Score -4892052 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4892070.500000 Penalty: 5272.670410
	Iteration 33Q: 3 clusters Score -4892070 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -4892094.500000 Penalty: 5272.670410
	Iteration 34Q: 3 clusters Score -4892094 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -4892102.500000 Penalty: 5272.670410
	Iteration 35Q: 3 clusters Score -4892102 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -4892119.500000 Penalty: 5272.670410
	Iteration 36Q: 3 clusters Score -4892120 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4892115.500000 Penalty: 5272.670410
	Iteration 37Q: 3 clusters Score -4892116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4892144.500000 Penalty: 5272.670410
	Iteration 38Q: 3 clusters Score -4892144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -4892142.000000 Penalty: 5272.670410
	Iteration 39Q: 3 clusters Score -4892142 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4892146.500000 Penalty: 5272.670410
	Iteration 40F: 3 clusters Score -4892146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -4892155.000000 Penalty: 5272.670410
	Iteration 41Q: 3 clusters Score -4892155 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -4892161.500000 Penalty: 5272.670410
	Iteration 42Q: 3 clusters Score -4892162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4892171.500000 Penalty: 5272.670410
	Iteration 43Q: 3 clusters Score -4892172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4892197.500000 Penalty: 5272.670410
	Iteration 44Q: 3 clusters Score -4892198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4892191.500000 Penalty: 5272.670410
	Iteration 45Q: 3 clusters Score -4892192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4892193.500000 Penalty: 5272.670410
	Iteration 46Q: 3 clusters Score -4892194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -4892190.500000 Penalty: 5272.670410
	Iteration 47Q: 3 clusters Score -4892190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -4892187.000000 Penalty: 5272.670410
	Iteration 48Q: 3 clusters Score -4892187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -4892193.500000 Penalty: 5272.670410
	Iteration 49Q: 3 clusters Score -4892194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4892200.500000 Penalty: 5272.670410
	Iteration 50Q: 3 clusters Score -4892200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4892193.500000 Penalty: 5272.670410
	Iteration 51Q: 3 clusters Score -4892194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -4892189.500000 Penalty: 5272.670410
	Iteration 52Q: 3 clusters Score -4892190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -4892200.000000 Penalty: 5272.670410
	Iteration 53Q: 3 clusters Score -4892200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -4892206.000000 Penalty: 5272.670410
	Iteration 54Q: 3 clusters Score -4892206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -4892219.500000 Penalty: 5272.670410
	Iteration 55Q: 3 clusters Score -4892220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4892217.000000 Penalty: 5272.670410
	Iteration 56Q: 3 clusters Score -4892217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -4892213.500000 Penalty: 5272.670410
	Iteration 57Q: 3 clusters Score -4892214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -4892220.000000 Penalty: 5272.670410
	Iteration 58Q: 3 clusters Score -4892220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -4892225.500000 Penalty: 5272.670410
	Iteration 59Q: 3 clusters Score -4892226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -4892220.500000 Penalty: 5272.670410
	Iteration 60F: 3 clusters Score -4892220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -4892222.000000 Penalty: 5272.670410
	Iteration 61Q: 3 clusters Score -4892222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4892210.500000 Penalty: 5272.670410
	Iteration 62Q: 3 clusters Score -4892210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -4892215.500000 Penalty: 5272.670410
	Iteration 63Q: 3 clusters Score -4892216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -4892210.000000 Penalty: 5272.670410
	Iteration 64Q: 3 clusters Score -4892210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -4892216.500000 Penalty: 5272.670410
	Iteration 65Q: 3 clusters Score -4892216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4892220.500000 Penalty: 5272.670410
	Iteration 66Q: 3 clusters Score -4892220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -4892220.000000 Penalty: 5272.670410
	Iteration 67Q: 3 clusters Score -4892220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -4892220.000000 Penalty: 5272.670410
	Iteration 68Q: 3 clusters Score -4892220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -4892221.500000 Penalty: 5272.670410
	Iteration 69Q: 3 clusters Score -4892222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -4892224.500000 Penalty: 5272.670410
	Iteration 70Q: 3 clusters Score -4892224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -4892212.000000 Penalty: 5272.670410
	Iteration 71Q: 3 clusters Score -4892212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4892220.000000 Penalty: 5272.670410
	Iteration 72Q: 3 clusters Score -4892220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4892225.000000 Penalty: 5272.670410
	Iteration 73Q: 3 clusters Score -4892225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4892220.500000 Penalty: 5272.670410
	Iteration 74Q: 3 clusters Score -4892220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -4892224.500000 Penalty: 5272.670410
	Iteration 75Q: 3 clusters Score -4892224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -4892221.500000 Penalty: 5272.670410
	Iteration 76Q: 3 clusters Score -4892222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4892222.500000 Penalty: 5272.670410
	Iteration 77Q: 3 clusters Score -4892222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -4892226.500000 Penalty: 5272.670410
	Iteration 78Q: 3 clusters Score -4892226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -4892226.500000 Penalty: 5272.670410
	Iteration 79F: 3 clusters Score -4892226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 116520 members 
Mstep: Class 3 contains 39155 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 137780 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 7375 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 9067 members 
Mstep: Class 13 contains 173662 members 
Mstep: Class 14 contains 168338 members 
Mstep: Class 15 contains 134302 members 
Mstep: Class 16 contains 72150 members 
Mstep: Class 17 contains 96636 members 
Mstep: Class 18 contains 21127 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 50398 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 30603 members 
Mstep: Class 23 contains 10905 members 
Mstep: Class 24 contains 5814 members 
Mstep: Class 25 contains 2923 members 
Mstep: Class 26 contains 3047 members 
Mstep: Class 27 contains 17780 members 
Mstep: Class 28 contains 35895 members 
Entering Unmasked Estep 
Score: -155972608.000000 Penalty: 97997.882812
Splitting cluster 21 changes total score from -155952592.000000 to -155972608.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (30603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Entering Unmasked Estep 
Score: -3714077.750000 Penalty: 2561.555664
	Iteration 0F: 2 clusters Score -3714078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3693087.250000 Penalty: 5123.111328
	Iteration 0F: 3 clusters Score -3693087 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3700444.500000 Penalty: 5123.111328
	Iteration 1F: 3 clusters Score -3700444 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3700803.750000 Penalty: 5123.111328
	Iteration 2Q: 3 clusters Score -3700804 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3701103.500000 Penalty: 5123.111328
	Iteration 3Q: 3 clusters Score -3701104 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3701379.000000 Penalty: 5123.111328
	Iteration 4Q: 3 clusters Score -3701379 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3701628.000000 Penalty: 5123.111328
	Iteration 5Q: 3 clusters Score -3701628 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3701851.750000 Penalty: 5123.111328
	Iteration 6Q: 3 clusters Score -3701852 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3702012.250000 Penalty: 5123.111328
	Iteration 7Q: 3 clusters Score -3702012 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3702178.250000 Penalty: 5123.111328
	Iteration 8Q: 3 clusters Score -3702178 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3702302.500000 Penalty: 5123.111328
	Iteration 9Q: 3 clusters Score -3702302 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3702427.000000 Penalty: 5123.111328
	Iteration 10Q: 3 clusters Score -3702427 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3702571.750000 Penalty: 5123.111328
	Iteration 11Q: 3 clusters Score -3702572 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3702754.250000 Penalty: 5123.111328
	Iteration 12Q: 3 clusters Score -3702754 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3702999.500000 Penalty: 5123.111328
	Iteration 13Q: 3 clusters Score -3703000 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3703272.250000 Penalty: 5123.111328
	Iteration 14Q: 3 clusters Score -3703272 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3703646.000000 Penalty: 5123.111328
	Iteration 15Q: 3 clusters Score -3703646 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3704163.000000 Penalty: 5123.111328
	Iteration 16Q: 3 clusters Score -3704163 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3704921.500000 Penalty: 5123.111328
	Iteration 17Q: 3 clusters Score -3704922 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3706016.250000 Penalty: 5123.111328
	Iteration 18F: 3 clusters Score -3706016 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3707296.750000 Penalty: 5123.111328
	Iteration 19F: 3 clusters Score -3707297 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3708404.750000 Penalty: 5123.111328
	Iteration 20F: 3 clusters Score -3708405 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3709037.500000 Penalty: 5123.111328
	Iteration 21Q: 3 clusters Score -3709038 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3709322.750000 Penalty: 5123.111328
	Iteration 22Q: 3 clusters Score -3709323 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3709525.250000 Penalty: 5123.111328
	Iteration 23Q: 3 clusters Score -3709525 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3709640.250000 Penalty: 5123.111328
	Iteration 24Q: 3 clusters Score -3709640 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3709759.500000 Penalty: 5123.111328
	Iteration 25Q: 3 clusters Score -3709760 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3709824.750000 Penalty: 5123.111328
	Iteration 26Q: 3 clusters Score -3709825 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -3709888.250000 Penalty: 5123.111328
	Iteration 27Q: 3 clusters Score -3709888 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3709978.500000 Penalty: 5123.111328
	Iteration 28Q: 3 clusters Score -3709978 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -3710071.500000 Penalty: 5123.111328
	Iteration 29Q: 3 clusters Score -3710072 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3710153.500000 Penalty: 5123.111328
	Iteration 30Q: 3 clusters Score -3710154 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3710229.250000 Penalty: 5123.111328
	Iteration 31Q: 3 clusters Score -3710229 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3710298.500000 Penalty: 5123.111328
	Iteration 32Q: 3 clusters Score -3710298 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3710356.500000 Penalty: 5123.111328
	Iteration 33Q: 3 clusters Score -3710356 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -3710440.250000 Penalty: 5123.111328
	Iteration 34Q: 3 clusters Score -3710440 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3710502.750000 Penalty: 5123.111328
	Iteration 35Q: 3 clusters Score -3710503 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3710567.000000 Penalty: 5123.111328
	Iteration 36Q: 3 clusters Score -3710567 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3710648.250000 Penalty: 5123.111328
	Iteration 37Q: 3 clusters Score -3710648 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3710690.000000 Penalty: 5123.111328
	Iteration 38Q: 3 clusters Score -3710690 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3710748.000000 Penalty: 5123.111328
	Iteration 39Q: 3 clusters Score -3710748 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3710796.500000 Penalty: 5123.111328
	Iteration 40F: 3 clusters Score -3710796 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3710855.000000 Penalty: 5123.111328
	Iteration 41Q: 3 clusters Score -3710855 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3710887.000000 Penalty: 5123.111328
	Iteration 42Q: 3 clusters Score -3710887 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3710926.250000 Penalty: 5123.111328
	Iteration 43Q: 3 clusters Score -3710926 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3710960.000000 Penalty: 5123.111328
	Iteration 44Q: 3 clusters Score -3710960 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3710996.500000 Penalty: 5123.111328
	Iteration 45Q: 3 clusters Score -3710996 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3711039.000000 Penalty: 5123.111328
	Iteration 46Q: 3 clusters Score -3711039 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3711094.250000 Penalty: 5123.111328
	Iteration 47Q: 3 clusters Score -3711094 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3711141.000000 Penalty: 5123.111328
	Iteration 48Q: 3 clusters Score -3711141 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3711182.000000 Penalty: 5123.111328
	Iteration 49Q: 3 clusters Score -3711182 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3711225.500000 Penalty: 5123.111328
	Iteration 50Q: 3 clusters Score -3711226 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3711263.500000 Penalty: 5123.111328
	Iteration 51Q: 3 clusters Score -3711264 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3711314.250000 Penalty: 5123.111328
	Iteration 52Q: 3 clusters Score -3711314 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3711341.500000 Penalty: 5123.111328
	Iteration 53Q: 3 clusters Score -3711342 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3711358.250000 Penalty: 5123.111328
	Iteration 54Q: 3 clusters Score -3711358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3711393.500000 Penalty: 5123.111328
	Iteration 55Q: 3 clusters Score -3711394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3711419.250000 Penalty: 5123.111328
	Iteration 56Q: 3 clusters Score -3711419 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3711451.250000 Penalty: 5123.111328
	Iteration 57Q: 3 clusters Score -3711451 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3711466.750000 Penalty: 5123.111328
	Iteration 58Q: 3 clusters Score -3711467 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3711497.750000 Penalty: 5123.111328
	Iteration 59Q: 3 clusters Score -3711498 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3711516.000000 Penalty: 5123.111328
	Iteration 60F: 3 clusters Score -3711516 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3711541.750000 Penalty: 5123.111328
	Iteration 61Q: 3 clusters Score -3711542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3711565.500000 Penalty: 5123.111328
	Iteration 62Q: 3 clusters Score -3711566 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3711592.750000 Penalty: 5123.111328
	Iteration 63Q: 3 clusters Score -3711593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3711608.750000 Penalty: 5123.111328
	Iteration 64Q: 3 clusters Score -3711609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3711616.250000 Penalty: 5123.111328
	Iteration 65Q: 3 clusters Score -3711616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3711633.250000 Penalty: 5123.111328
	Iteration 66Q: 3 clusters Score -3711633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3711634.750000 Penalty: 5123.111328
	Iteration 67Q: 3 clusters Score -3711635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3711642.250000 Penalty: 5123.111328
	Iteration 68Q: 3 clusters Score -3711642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3711653.250000 Penalty: 5123.111328
	Iteration 69Q: 3 clusters Score -3711653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3711669.250000 Penalty: 5123.111328
	Iteration 70Q: 3 clusters Score -3711669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3711685.500000 Penalty: 5123.111328
	Iteration 71Q: 3 clusters Score -3711686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3711694.500000 Penalty: 5123.111328
	Iteration 72Q: 3 clusters Score -3711694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3711711.500000 Penalty: 5123.111328
	Iteration 73Q: 3 clusters Score -3711712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3711718.500000 Penalty: 5123.111328
	Iteration 74Q: 3 clusters Score -3711718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3711720.500000 Penalty: 5123.111328
	Iteration 75Q: 3 clusters Score -3711720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3711724.000000 Penalty: 5123.111328
	Iteration 76Q: 3 clusters Score -3711724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3711723.500000 Penalty: 5123.111328
	Iteration 77Q: 3 clusters Score -3711724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3711728.250000 Penalty: 5123.111328
	Iteration 78Q: 3 clusters Score -3711728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3711730.000000 Penalty: 5123.111328
	Iteration 79Q: 3 clusters Score -3711730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3711745.250000 Penalty: 5123.111328
	Iteration 80F: 3 clusters Score -3711745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3711754.250000 Penalty: 5123.111328
	Iteration 81Q: 3 clusters Score -3711754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3711756.750000 Penalty: 5123.111328
	Iteration 82Q: 3 clusters Score -3711757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3711765.500000 Penalty: 5123.111328
	Iteration 83Q: 3 clusters Score -3711766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3711777.250000 Penalty: 5123.111328
	Iteration 84Q: 3 clusters Score -3711777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3711786.500000 Penalty: 5123.111328
	Iteration 85Q: 3 clusters Score -3711786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3711787.500000 Penalty: 5123.111328
	Iteration 86Q: 3 clusters Score -3711788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3711793.750000 Penalty: 5123.111328
	Iteration 87Q: 3 clusters Score -3711794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3711803.750000 Penalty: 5123.111328
	Iteration 88Q: 3 clusters Score -3711804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3711811.750000 Penalty: 5123.111328
	Iteration 89Q: 3 clusters Score -3711812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3711818.000000 Penalty: 5123.111328
	Iteration 90Q: 3 clusters Score -3711818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3711821.250000 Penalty: 5123.111328
	Iteration 91Q: 3 clusters Score -3711821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3711830.250000 Penalty: 5123.111328
	Iteration 92Q: 3 clusters Score -3711830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3711827.500000 Penalty: 5123.111328
	Iteration 93Q: 3 clusters Score -3711828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3711833.000000 Penalty: 5123.111328
	Iteration 94Q: 3 clusters Score -3711833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3711829.500000 Penalty: 5123.111328
	Iteration 95Q: 3 clusters Score -3711830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3711834.000000 Penalty: 5123.111328
	Iteration 96Q: 3 clusters Score -3711834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3711835.250000 Penalty: 5123.111328
	Iteration 97Q: 3 clusters Score -3711835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3711838.000000 Penalty: 5123.111328
	Iteration 98Q: 3 clusters Score -3711838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3711842.250000 Penalty: 5123.111328
	Iteration 99Q: 3 clusters Score -3711842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3711848.500000 Penalty: 5123.111328
	Iteration 100F: 3 clusters Score -3711848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3711842.000000 Penalty: 5123.111328
	Iteration 101Q: 3 clusters Score -3711842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3711842.000000 Penalty: 5123.111328
	Iteration 102F: 3 clusters Score -3711842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 116520 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 137780 members 
Mstep: Class 7 contains 7375 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 9067 members 
Mstep: Class 13 contains 173662 members 
Mstep: Class 15 contains 134302 members 
Mstep: Class 16 contains 72150 members 
Mstep: Class 17 contains 96636 members 
Mstep: Class 18 contains 21127 members 
Mstep: Class 20 contains 50398 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 30603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155990816.000000 Penalty: 97997.882812
Iteration 39Q: 29 clusters Score -1.559908e+08 nChanged 38315
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 165709 members 
Mstep: Class 2 contains 116592 members 
Mstep: Class 3 contains 37609 members 
Mstep: Class 4 contains 4588 members 
Mstep: Class 5 contains 140479 members 
Mstep: Class 6 contains 11433 members 
Mstep: Class 7 contains 8174 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 6669 members 
Mstep: Class 10 contains 12549 members 
Mstep: Class 11 contains 981 members 
Mstep: Class 12 contains 9699 members 
Mstep: Class 13 contains 173258 members 
Mstep: Class 14 contains 166492 members 
Mstep: Class 15 contains 134895 members 
Mstep: Class 16 contains 74563 members 
Mstep: Class 17 contains 96417 members 
Mstep: Class 18 contains 20726 members 
Mstep: Class 19 contains 4867 members 
Mstep: Class 20 contains 48341 members 
Mstep: Class 21 contains 5985 members 
Mstep: Class 22 contains 30098 members 
Mstep: Class 23 contains 9597 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 3016 members 
Mstep: Class 26 contains 3054 members 
Mstep: Class 27 contains 16639 members 
Mstep: Class 28 contains 35029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156010496.000000 Penalty: 97997.882812
Iteration 40F: 29 clusters Score -1.560105e+08 nChanged 32106
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166869 members 
Mstep: Class 2 contains 114129 members 
Mstep: Class 3 contains 37641 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 140230 members 
Mstep: Class 6 contains 12668 members 
Mstep: Class 7 contains 8645 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 6775 members 
Mstep: Class 10 contains 12509 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 10004 members 
Mstep: Class 13 contains 171460 members 
Mstep: Class 14 contains 165341 members 
Mstep: Class 15 contains 135300 members 
Mstep: Class 16 contains 75693 members 
Mstep: Class 17 contains 96021 members 
Mstep: Class 18 contains 20438 members 
Mstep: Class 19 contains 4995 members 
Mstep: Class 20 contains 46605 members 
Mstep: Class 21 contains 6180 members 
Mstep: Class 22 contains 29298 members 
Mstep: Class 23 contains 9426 members 
Mstep: Class 24 contains 7190 members 
Mstep: Class 25 contains 3162 members 
Mstep: Class 26 contains 3288 members 
Mstep: Class 27 contains 19241 members 
Mstep: Class 28 contains 35240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156019472.000000 Penalty: 97997.882812
Iteration 41Q: 29 clusters Score -1.560195e+08 nChanged 24095
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167865 members 
Mstep: Class 2 contains 111913 members 
Mstep: Class 3 contains 37609 members 
Mstep: Class 4 contains 4224 members 
Mstep: Class 5 contains 140742 members 
Mstep: Class 6 contains 13627 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 6972 members 
Mstep: Class 10 contains 12510 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 10247 members 
Mstep: Class 13 contains 169103 members 
Mstep: Class 14 contains 163992 members 
Mstep: Class 15 contains 136222 members 
Mstep: Class 16 contains 76540 members 
Mstep: Class 17 contains 95794 members 
Mstep: Class 18 contains 20293 members 
Mstep: Class 19 contains 5029 members 
Mstep: Class 20 contains 45242 members 
Mstep: Class 21 contains 6283 members 
Mstep: Class 22 contains 28567 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 8025 members 
Mstep: Class 25 contains 3232 members 
Mstep: Class 26 contains 3395 members 
Mstep: Class 27 contains 21386 members 
Mstep: Class 28 contains 35522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156026208.000000 Penalty: 97997.882812
Iteration 42Q: 29 clusters Score -1.560262e+08 nChanged 20074
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168701 members 
Mstep: Class 2 contains 109835 members 
Mstep: Class 3 contains 37531 members 
Mstep: Class 4 contains 4219 members 
Mstep: Class 5 contains 141501 members 
Mstep: Class 6 contains 14406 members 
Mstep: Class 7 contains 9247 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 7152 members 
Mstep: Class 10 contains 12519 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 10454 members 
Mstep: Class 13 contains 166529 members 
Mstep: Class 14 contains 162709 members 
Mstep: Class 15 contains 137541 members 
Mstep: Class 16 contains 77038 members 
Mstep: Class 17 contains 95655 members 
Mstep: Class 18 contains 20187 members 
Mstep: Class 19 contains 5043 members 
Mstep: Class 20 contains 44123 members 
Mstep: Class 21 contains 6380 members 
Mstep: Class 22 contains 27915 members 
Mstep: Class 23 contains 9292 members 
Mstep: Class 24 contains 8765 members 
Mstep: Class 25 contains 3277 members 
Mstep: Class 26 contains 3433 members 
Mstep: Class 27 contains 23406 members 
Mstep: Class 28 contains 35793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156031120.000000 Penalty: 97997.882812
Iteration 43Q: 29 clusters Score -1.560311e+08 nChanged 17618
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 169499 members 
Mstep: Class 2 contains 107962 members 
Mstep: Class 3 contains 37411 members 
Mstep: Class 4 contains 4236 members 
Mstep: Class 5 contains 142204 members 
Mstep: Class 6 contains 15108 members 
Mstep: Class 7 contains 9468 members 
Mstep: Class 8 contains 2366 members 
Mstep: Class 9 contains 7317 members 
Mstep: Class 10 contains 12541 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 10624 members 
Mstep: Class 13 contains 163806 members 
Mstep: Class 14 contains 161512 members 
Mstep: Class 15 contains 139131 members 
Mstep: Class 16 contains 77335 members 
Mstep: Class 17 contains 95547 members 
Mstep: Class 18 contains 20115 members 
Mstep: Class 19 contains 5055 members 
Mstep: Class 20 contains 43089 members 
Mstep: Class 21 contains 6492 members 
Mstep: Class 22 contains 27295 members 
Mstep: Class 23 contains 9266 members 
Mstep: Class 24 contains 9420 members 
Mstep: Class 25 contains 3300 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 25351 members 
Mstep: Class 28 contains 36079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156034688.000000 Penalty: 97997.882812
Iteration 44Q: 29 clusters Score -1.560347e+08 nChanged 16048
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 170215 members 
Mstep: Class 2 contains 106155 members 
Mstep: Class 3 contains 37275 members 
Mstep: Class 4 contains 4244 members 
Mstep: Class 5 contains 142867 members 
Mstep: Class 6 contains 15727 members 
Mstep: Class 7 contains 9691 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 9 contains 7460 members 
Mstep: Class 10 contains 12558 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 13 contains 161004 members 
Mstep: Class 14 contains 160435 members 
Mstep: Class 15 contains 141041 members 
Mstep: Class 16 contains 77470 members 
Mstep: Class 17 contains 95474 members 
Mstep: Class 18 contains 20052 members 
Mstep: Class 19 contains 5058 members 
Mstep: Class 20 contains 42139 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 26715 members 
Mstep: Class 23 contains 9227 members 
Mstep: Class 24 contains 10022 members 
Mstep: Class 25 contains 3319 members 
Mstep: Class 26 contains 3495 members 
Mstep: Class 27 contains 27220 members 
Mstep: Class 28 contains 36321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156039632.000000 Penalty: 97997.882812
Iteration 45Q: 29 clusters Score -1.560396e+08 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 170805 members 
Mstep: Class 2 contains 104622 members 
Mstep: Class 3 contains 37140 members 
Mstep: Class 4 contains 4283 members 
Mstep: Class 5 contains 143412 members 
Mstep: Class 6 contains 16350 members 
Mstep: Class 7 contains 9886 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 7582 members 
Mstep: Class 10 contains 12589 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 158035 members 
Mstep: Class 14 contains 159439 members 
Mstep: Class 15 contains 143318 members 
Mstep: Class 16 contains 77462 members 
Mstep: Class 17 contains 95430 members 
Mstep: Class 18 contains 19989 members 
Mstep: Class 19 contains 5062 members 
Mstep: Class 20 contains 41267 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 26166 members 
Mstep: Class 23 contains 9239 members 
Mstep: Class 24 contains 10517 members 
Mstep: Class 25 contains 3329 members 
Mstep: Class 26 contains 3538 members 
Mstep: Class 27 contains 28850 members 
Mstep: Class 28 contains 36574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156043184.000000 Penalty: 97997.882812
Iteration 46Q: 29 clusters Score -1.560432e+08 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 171261 members 
Mstep: Class 2 contains 103286 members 
Mstep: Class 3 contains 37016 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 143941 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 10047 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 7675 members 
Mstep: Class 10 contains 12622 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 11010 members 
Mstep: Class 13 contains 154766 members 
Mstep: Class 14 contains 158610 members 
Mstep: Class 15 contains 145954 members 
Mstep: Class 16 contains 77372 members 
Mstep: Class 17 contains 95400 members 
Mstep: Class 18 contains 19943 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 40518 members 
Mstep: Class 21 contains 6945 members 
Mstep: Class 22 contains 25652 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 10984 members 
Mstep: Class 25 contains 3328 members 
Mstep: Class 26 contains 3575 members 
Mstep: Class 27 contains 30260 members 
Mstep: Class 28 contains 36832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156044992.000000 Penalty: 97997.882812
Iteration 47Q: 29 clusters Score -1.56045e+08 nChanged 12655
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 171575 members 
Mstep: Class 2 contains 102085 members 
Mstep: Class 3 contains 36920 members 
Mstep: Class 4 contains 4408 members 
Mstep: Class 5 contains 144442 members 
Mstep: Class 6 contains 17357 members 
Mstep: Class 7 contains 10167 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 7753 members 
Mstep: Class 10 contains 12656 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 11119 members 
Mstep: Class 13 contains 151251 members 
Mstep: Class 14 contains 157909 members 
Mstep: Class 15 contains 149074 members 
Mstep: Class 16 contains 77256 members 
Mstep: Class 17 contains 95353 members 
Mstep: Class 18 contains 19911 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 39871 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 25131 members 
Mstep: Class 23 contains 9308 members 
Mstep: Class 24 contains 11385 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 3613 members 
Mstep: Class 27 contains 31499 members 
Mstep: Class 28 contains 37092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156046688.000000 Penalty: 97997.882812
Iteration 48Q: 29 clusters Score -1.560467e+08 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 171870 members 
Mstep: Class 2 contains 101093 members 
Mstep: Class 3 contains 36850 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 5 contains 144978 members 
Mstep: Class 6 contains 17772 members 
Mstep: Class 7 contains 10271 members 
Mstep: Class 8 contains 2455 members 
Mstep: Class 9 contains 7812 members 
Mstep: Class 10 contains 12673 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 11201 members 
Mstep: Class 13 contains 147203 members 
Mstep: Class 14 contains 157363 members 
Mstep: Class 15 contains 152591 members 
Mstep: Class 16 contains 77069 members 
Mstep: Class 17 contains 95324 members 
Mstep: Class 18 contains 19896 members 
Mstep: Class 19 contains 5076 members 
Mstep: Class 20 contains 39242 members 
Mstep: Class 21 contains 7081 members 
Mstep: Class 22 contains 24694 members 
Mstep: Class 23 contains 9366 members 
Mstep: Class 24 contains 11736 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 3631 members 
Mstep: Class 27 contains 32599 members 
Mstep: Class 28 contains 37374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049056.000000 Penalty: 97997.882812
Iteration 49Q: 29 clusters Score -1.560491e+08 nChanged 12490
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172121 members 
Mstep: Class 2 contains 100218 members 
Mstep: Class 3 contains 36799 members 
Mstep: Class 4 contains 4528 members 
Mstep: Class 5 contains 145494 members 
Mstep: Class 6 contains 18147 members 
Mstep: Class 7 contains 10373 members 
Mstep: Class 8 contains 2452 members 
Mstep: Class 9 contains 7869 members 
Mstep: Class 10 contains 12699 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 11257 members 
Mstep: Class 13 contains 142759 members 
Mstep: Class 14 contains 156938 members 
Mstep: Class 15 contains 156478 members 
Mstep: Class 16 contains 76872 members 
Mstep: Class 17 contains 95295 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5076 members 
Mstep: Class 20 contains 38618 members 
Mstep: Class 21 contains 7095 members 
Mstep: Class 22 contains 24348 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 12057 members 
Mstep: Class 25 contains 3335 members 
Mstep: Class 26 contains 3660 members 
Mstep: Class 27 contains 33579 members 
Mstep: Class 28 contains 37650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050768.000000 Penalty: 97997.882812
Iteration 50Q: 29 clusters Score -1.560508e+08 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172338 members 
Mstep: Class 2 contains 99469 members 
Mstep: Class 3 contains 36767 members 
Mstep: Class 4 contains 4600 members 
Mstep: Class 5 contains 146069 members 
Mstep: Class 6 contains 18495 members 
Mstep: Class 7 contains 10457 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 7915 members 
Mstep: Class 10 contains 12708 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 11280 members 
Mstep: Class 13 contains 137960 members 
Mstep: Class 14 contains 156561 members 
Mstep: Class 15 contains 160678 members 
Mstep: Class 16 contains 76705 members 
Mstep: Class 17 contains 95280 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5079 members 
Mstep: Class 20 contains 38016 members 
Mstep: Class 21 contains 7099 members 
Mstep: Class 22 contains 23997 members 
Mstep: Class 23 contains 9491 members 
Mstep: Class 24 contains 12417 members 
Mstep: Class 25 contains 3328 members 
Mstep: Class 26 contains 3683 members 
Mstep: Class 27 contains 34375 members 
Mstep: Class 28 contains 37930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051600.000000 Penalty: 97997.882812
Iteration 51Q: 29 clusters Score -1.560516e+08 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172408 members 
Mstep: Class 2 contains 98818 members 
Mstep: Class 3 contains 36708 members 
Mstep: Class 4 contains 4674 members 
Mstep: Class 5 contains 146680 members 
Mstep: Class 6 contains 18814 members 
Mstep: Class 7 contains 10544 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 7947 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 11292 members 
Mstep: Class 13 contains 132866 members 
Mstep: Class 14 contains 156314 members 
Mstep: Class 15 contains 165050 members 
Mstep: Class 16 contains 76559 members 
Mstep: Class 17 contains 95249 members 
Mstep: Class 18 contains 19854 members 
Mstep: Class 19 contains 5081 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 7104 members 
Mstep: Class 22 contains 23774 members 
Mstep: Class 23 contains 9564 members 
Mstep: Class 24 contains 12779 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 3706 members 
Mstep: Class 27 contains 35057 members 
Mstep: Class 28 contains 38202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051440.000000 Penalty: 97997.882812
Iteration 52Q: 29 clusters Score -1.560514e+08 nChanged 12936
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172487 members 
Mstep: Class 2 contains 98222 members 
Mstep: Class 3 contains 36656 members 
Mstep: Class 4 contains 4748 members 
Mstep: Class 5 contains 147348 members 
Mstep: Class 6 contains 19120 members 
Mstep: Class 7 contains 10627 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 7976 members 
Mstep: Class 10 contains 12731 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 11325 members 
Mstep: Class 13 contains 127612 members 
Mstep: Class 14 contains 156130 members 
Mstep: Class 15 contains 169288 members 
Mstep: Class 16 contains 76428 members 
Mstep: Class 17 contains 95223 members 
Mstep: Class 18 contains 19857 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 36956 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 23664 members 
Mstep: Class 23 contains 9646 members 
Mstep: Class 24 contains 13164 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 3710 members 
Mstep: Class 27 contains 35653 members 
Mstep: Class 28 contains 38477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052080.000000 Penalty: 97997.882812
Iteration 53Q: 29 clusters Score -1.560521e+08 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172630 members 
Mstep: Class 2 contains 97748 members 
Mstep: Class 3 contains 36601 members 
Mstep: Class 4 contains 4801 members 
Mstep: Class 5 contains 148152 members 
Mstep: Class 6 contains 19406 members 
Mstep: Class 7 contains 10700 members 
Mstep: Class 8 contains 2430 members 
Mstep: Class 9 contains 7999 members 
Mstep: Class 10 contains 12746 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 11341 members 
Mstep: Class 13 contains 122753 members 
Mstep: Class 14 contains 155972 members 
Mstep: Class 15 contains 172907 members 
Mstep: Class 16 contains 76325 members 
Mstep: Class 17 contains 95193 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5086 members 
Mstep: Class 20 contains 36447 members 
Mstep: Class 21 contains 7108 members 
Mstep: Class 22 contains 23610 members 
Mstep: Class 23 contains 9715 members 
Mstep: Class 24 contains 13592 members 
Mstep: Class 25 contains 3331 members 
Mstep: Class 26 contains 3713 members 
Mstep: Class 27 contains 36106 members 
Mstep: Class 28 contains 38730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051648.000000 Penalty: 97997.882812
Iteration 54Q: 29 clusters Score -1.560516e+08 nChanged 11564
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172815 members 
Mstep: Class 2 contains 97339 members 
Mstep: Class 3 contains 36551 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 149045 members 
Mstep: Class 6 contains 19667 members 
Mstep: Class 7 contains 10739 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 8019 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 904 members 
Mstep: Class 12 contains 11350 members 
Mstep: Class 13 contains 118624 members 
Mstep: Class 14 contains 155847 members 
Mstep: Class 15 contains 175635 members 
Mstep: Class 16 contains 76239 members 
Mstep: Class 17 contains 95156 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 35961 members 
Mstep: Class 21 contains 7102 members 
Mstep: Class 22 contains 23658 members 
Mstep: Class 23 contains 9768 members 
Mstep: Class 24 contains 13999 members 
Mstep: Class 25 contains 3334 members 
Mstep: Class 26 contains 3727 members 
Mstep: Class 27 contains 36533 members 
Mstep: Class 28 contains 38931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051120.000000 Penalty: 97997.882812
Iteration 55Q: 29 clusters Score -1.560511e+08 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173064 members 
Mstep: Class 2 contains 96968 members 
Mstep: Class 3 contains 36481 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 149993 members 
Mstep: Class 6 contains 19931 members 
Mstep: Class 7 contains 10783 members 
Mstep: Class 8 contains 2424 members 
Mstep: Class 9 contains 8039 members 
Mstep: Class 10 contains 12753 members 
Mstep: Class 11 contains 903 members 
Mstep: Class 12 contains 11370 members 
Mstep: Class 13 contains 115304 members 
Mstep: Class 14 contains 155730 members 
Mstep: Class 15 contains 177439 members 
Mstep: Class 16 contains 76174 members 
Mstep: Class 17 contains 95124 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 35480 members 
Mstep: Class 21 contains 7097 members 
Mstep: Class 22 contains 23733 members 
Mstep: Class 23 contains 9845 members 
Mstep: Class 24 contains 14369 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 3730 members 
Mstep: Class 27 contains 36925 members 
Mstep: Class 28 contains 39085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050352.000000 Penalty: 97997.882812
Iteration 56Q: 29 clusters Score -1.560504e+08 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173330 members 
Mstep: Class 2 contains 96657 members 
Mstep: Class 3 contains 36442 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 150968 members 
Mstep: Class 6 contains 20186 members 
Mstep: Class 7 contains 10803 members 
Mstep: Class 8 contains 2416 members 
Mstep: Class 9 contains 8059 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 11371 members 
Mstep: Class 13 contains 112631 members 
Mstep: Class 14 contains 155661 members 
Mstep: Class 15 contains 178480 members 
Mstep: Class 16 contains 76115 members 
Mstep: Class 17 contains 95081 members 
Mstep: Class 18 contains 19877 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 35037 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 23871 members 
Mstep: Class 23 contains 9929 members 
Mstep: Class 24 contains 14687 members 
Mstep: Class 25 contains 3331 members 
Mstep: Class 26 contains 3746 members 
Mstep: Class 27 contains 37251 members 
Mstep: Class 28 contains 39202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050448.000000 Penalty: 97997.882812
Iteration 57Q: 29 clusters Score -1.560504e+08 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173624 members 
Mstep: Class 2 contains 96361 members 
Mstep: Class 3 contains 36416 members 
Mstep: Class 4 contains 4955 members 
Mstep: Class 5 contains 152007 members 
Mstep: Class 6 contains 20417 members 
Mstep: Class 7 contains 10847 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 8083 members 
Mstep: Class 10 contains 12761 members 
Mstep: Class 11 contains 903 members 
Mstep: Class 12 contains 11375 members 
Mstep: Class 13 contains 110534 members 
Mstep: Class 14 contains 155579 members 
Mstep: Class 15 contains 178901 members 
Mstep: Class 16 contains 76063 members 
Mstep: Class 17 contains 95036 members 
Mstep: Class 18 contains 19884 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 34611 members 
Mstep: Class 21 contains 7109 members 
Mstep: Class 22 contains 24035 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 14967 members 
Mstep: Class 25 contains 3334 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 37508 members 
Mstep: Class 28 contains 39322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050288.000000 Penalty: 97997.882812
Iteration 58Q: 29 clusters Score -1.560503e+08 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173898 members 
Mstep: Class 2 contains 96081 members 
Mstep: Class 3 contains 36391 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 153082 members 
Mstep: Class 6 contains 20655 members 
Mstep: Class 7 contains 10862 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 8097 members 
Mstep: Class 10 contains 12765 members 
Mstep: Class 11 contains 903 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 108832 members 
Mstep: Class 14 contains 155501 members 
Mstep: Class 15 contains 179036 members 
Mstep: Class 16 contains 75955 members 
Mstep: Class 17 contains 94999 members 
Mstep: Class 18 contains 19880 members 
Mstep: Class 19 contains 5101 members 
Mstep: Class 20 contains 34234 members 
Mstep: Class 21 contains 7115 members 
Mstep: Class 22 contains 24191 members 
Mstep: Class 23 contains 10097 members 
Mstep: Class 24 contains 15208 members 
Mstep: Class 25 contains 3333 members 
Mstep: Class 26 contains 3789 members 
Mstep: Class 27 contains 37733 members 
Mstep: Class 28 contains 39419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050096.000000 Penalty: 97997.882812
Iteration 59Q: 29 clusters Score -1.560501e+08 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174129 members 
Mstep: Class 2 contains 95858 members 
Mstep: Class 3 contains 36357 members 
Mstep: Class 4 contains 4981 members 
Mstep: Class 5 contains 154129 members 
Mstep: Class 6 contains 20889 members 
Mstep: Class 7 contains 10877 members 
Mstep: Class 8 contains 2411 members 
Mstep: Class 9 contains 8104 members 
Mstep: Class 10 contains 12767 members 
Mstep: Class 11 contains 903 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 107470 members 
Mstep: Class 14 contains 155403 members 
Mstep: Class 15 contains 178976 members 
Mstep: Class 16 contains 75837 members 
Mstep: Class 17 contains 94982 members 
Mstep: Class 18 contains 19882 members 
Mstep: Class 19 contains 5102 members 
Mstep: Class 20 contains 33887 members 
Mstep: Class 21 contains 7128 members 
Mstep: Class 22 contains 24356 members 
Mstep: Class 23 contains 10180 members 
Mstep: Class 24 contains 15383 members 
Mstep: Class 25 contains 3327 members 
Mstep: Class 26 contains 3802 members 
Mstep: Class 27 contains 37928 members 
Mstep: Class 28 contains 39490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050208.000000 Penalty: 97997.882812
Iteration 60F: 29 clusters Score -1.560502e+08 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174249 members 
Mstep: Class 2 contains 95572 members 
Mstep: Class 3 contains 36322 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 155236 members 
Mstep: Class 6 contains 21088 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 2436 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 12769 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 11394 members 
Mstep: Class 13 contains 106307 members 
Mstep: Class 14 contains 155275 members 
Mstep: Class 15 contains 178807 members 
Mstep: Class 16 contains 75623 members 
Mstep: Class 17 contains 94964 members 
Mstep: Class 18 contains 19883 members 
Mstep: Class 19 contains 5102 members 
Mstep: Class 20 contains 33550 members 
Mstep: Class 21 contains 7295 members 
Mstep: Class 22 contains 24559 members 
Mstep: Class 23 contains 10242 members 
Mstep: Class 24 contains 15547 members 
Mstep: Class 25 contains 3327 members 
Mstep: Class 26 contains 3798 members 
Mstep: Class 27 contains 38095 members 
Mstep: Class 28 contains 39537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050400.000000 Penalty: 97997.882812
Iteration 61Q: 29 clusters Score -1.560504e+08 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174338 members 
Mstep: Class 2 contains 95302 members 
Mstep: Class 3 contains 36309 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 156239 members 
Mstep: Class 6 contains 21293 members 
Mstep: Class 7 contains 10954 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 12780 members 
Mstep: Class 11 contains 901 members 
Mstep: Class 12 contains 11398 members 
Mstep: Class 13 contains 105413 members 
Mstep: Class 14 contains 155138 members 
Mstep: Class 15 contains 178551 members 
Mstep: Class 16 contains 75416 members 
Mstep: Class 17 contains 94931 members 
Mstep: Class 18 contains 19883 members 
Mstep: Class 19 contains 5103 members 
Mstep: Class 20 contains 33265 members 
Mstep: Class 21 contains 7428 members 
Mstep: Class 22 contains 24754 members 
Mstep: Class 23 contains 10299 members 
Mstep: Class 24 contains 15649 members 
Mstep: Class 25 contains 3333 members 
Mstep: Class 26 contains 3804 members 
Mstep: Class 27 contains 38233 members 
Mstep: Class 28 contains 39602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049920.000000 Penalty: 97997.882812
Iteration 62Q: 29 clusters Score -1.560499e+08 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174391 members 
Mstep: Class 2 contains 95086 members 
Mstep: Class 3 contains 36276 members 
Mstep: Class 4 contains 5080 members 
Mstep: Class 5 contains 157253 members 
Mstep: Class 6 contains 21486 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 2457 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 12787 members 
Mstep: Class 11 contains 899 members 
Mstep: Class 12 contains 11418 members 
Mstep: Class 13 contains 104648 members 
Mstep: Class 14 contains 154955 members 
Mstep: Class 15 contains 178225 members 
Mstep: Class 16 contains 75220 members 
Mstep: Class 17 contains 94912 members 
Mstep: Class 18 contains 19886 members 
Mstep: Class 19 contains 5105 members 
Mstep: Class 20 contains 33001 members 
Mstep: Class 21 contains 7523 members 
Mstep: Class 22 contains 24931 members 
Mstep: Class 23 contains 10373 members 
Mstep: Class 24 contains 15725 members 
Mstep: Class 25 contains 3332 members 
Mstep: Class 26 contains 3819 members 
Mstep: Class 27 contains 38359 members 
Mstep: Class 28 contains 39665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050592.000000 Penalty: 97997.882812
Iteration 63Q: 29 clusters Score -1.560506e+08 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174469 members 
Mstep: Class 2 contains 94851 members 
Mstep: Class 3 contains 36250 members 
Mstep: Class 4 contains 5112 members 
Mstep: Class 5 contains 158243 members 
Mstep: Class 6 contains 21660 members 
Mstep: Class 7 contains 11018 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 10 contains 12792 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 11431 members 
Mstep: Class 13 contains 104025 members 
Mstep: Class 14 contains 154847 members 
Mstep: Class 15 contains 177836 members 
Mstep: Class 16 contains 75007 members 
Mstep: Class 17 contains 94894 members 
Mstep: Class 18 contains 19880 members 
Mstep: Class 19 contains 5106 members 
Mstep: Class 20 contains 32745 members 
Mstep: Class 21 contains 7580 members 
Mstep: Class 22 contains 25087 members 
Mstep: Class 23 contains 10484 members 
Mstep: Class 24 contains 15780 members 
Mstep: Class 25 contains 3329 members 
Mstep: Class 26 contains 3819 members 
Mstep: Class 27 contains 38452 members 
Mstep: Class 28 contains 39739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050624.000000 Penalty: 97997.882812
Iteration 64Q: 29 clusters Score -1.560506e+08 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174554 members 
Mstep: Class 2 contains 94607 members 
Mstep: Class 3 contains 36232 members 
Mstep: Class 4 contains 5129 members 
Mstep: Class 5 contains 159316 members 
Mstep: Class 6 contains 21821 members 
Mstep: Class 7 contains 11029 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 10 contains 12801 members 
Mstep: Class 11 contains 895 members 
Mstep: Class 12 contains 11445 members 
Mstep: Class 13 contains 103546 members 
Mstep: Class 14 contains 154723 members 
Mstep: Class 15 contains 177376 members 
Mstep: Class 16 contains 74708 members 
Mstep: Class 17 contains 94877 members 
Mstep: Class 18 contains 19870 members 
Mstep: Class 19 contains 5107 members 
Mstep: Class 20 contains 32493 members 
Mstep: Class 21 contains 7619 members 
Mstep: Class 22 contains 25254 members 
Mstep: Class 23 contains 10569 members 
Mstep: Class 24 contains 15838 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 3826 members 
Mstep: Class 27 contains 38547 members 
Mstep: Class 28 contains 39808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050800.000000 Penalty: 97997.882812
Iteration 65Q: 29 clusters Score -1.560508e+08 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174645 members 
Mstep: Class 2 contains 94387 members 
Mstep: Class 3 contains 36202 members 
Mstep: Class 4 contains 5160 members 
Mstep: Class 5 contains 160315 members 
Mstep: Class 6 contains 21976 members 
Mstep: Class 7 contains 11030 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 8135 members 
Mstep: Class 10 contains 12814 members 
Mstep: Class 11 contains 893 members 
Mstep: Class 12 contains 11449 members 
Mstep: Class 13 contains 103174 members 
Mstep: Class 14 contains 154547 members 
Mstep: Class 15 contains 176911 members 
Mstep: Class 16 contains 74422 members 
Mstep: Class 17 contains 94862 members 
Mstep: Class 18 contains 19867 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 32247 members 
Mstep: Class 21 contains 7671 members 
Mstep: Class 22 contains 25414 members 
Mstep: Class 23 contains 10670 members 
Mstep: Class 24 contains 15902 members 
Mstep: Class 25 contains 3327 members 
Mstep: Class 26 contains 3836 members 
Mstep: Class 27 contains 38629 members 
Mstep: Class 28 contains 39856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051056.000000 Penalty: 97997.882812
Iteration 66Q: 29 clusters Score -1.560511e+08 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174697 members 
Mstep: Class 2 contains 94156 members 
Mstep: Class 3 contains 36178 members 
Mstep: Class 4 contains 5174 members 
Mstep: Class 5 contains 161231 members 
Mstep: Class 6 contains 22124 members 
Mstep: Class 7 contains 11036 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 8143 members 
Mstep: Class 10 contains 12827 members 
Mstep: Class 11 contains 892 members 
Mstep: Class 12 contains 11447 members 
Mstep: Class 13 contains 102995 members 
Mstep: Class 14 contains 154379 members 
Mstep: Class 15 contains 176412 members 
Mstep: Class 16 contains 74147 members 
Mstep: Class 17 contains 94854 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 32019 members 
Mstep: Class 21 contains 7700 members 
Mstep: Class 22 contains 25565 members 
Mstep: Class 23 contains 10769 members 
Mstep: Class 24 contains 15948 members 
Mstep: Class 25 contains 3325 members 
Mstep: Class 26 contains 3847 members 
Mstep: Class 27 contains 38703 members 
Mstep: Class 28 contains 39906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051296.000000 Penalty: 97997.882812
Iteration 67Q: 29 clusters Score -1.560513e+08 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174764 members 
Mstep: Class 2 contains 93901 members 
Mstep: Class 3 contains 36158 members 
Mstep: Class 4 contains 5186 members 
Mstep: Class 5 contains 162152 members 
Mstep: Class 6 contains 22250 members 
Mstep: Class 7 contains 11035 members 
Mstep: Class 8 contains 2476 members 
Mstep: Class 9 contains 8150 members 
Mstep: Class 10 contains 12832 members 
Mstep: Class 11 contains 892 members 
Mstep: Class 12 contains 11453 members 
Mstep: Class 13 contains 102875 members 
Mstep: Class 14 contains 154194 members 
Mstep: Class 15 contains 175926 members 
Mstep: Class 16 contains 73896 members 
Mstep: Class 17 contains 94833 members 
Mstep: Class 18 contains 19864 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 31784 members 
Mstep: Class 21 contains 7726 members 
Mstep: Class 22 contains 25693 members 
Mstep: Class 23 contains 10871 members 
Mstep: Class 24 contains 15991 members 
Mstep: Class 25 contains 3322 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 38771 members 
Mstep: Class 28 contains 39956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051520.000000 Penalty: 97997.882812
Iteration 68Q: 29 clusters Score -1.560515e+08 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174772 members 
Mstep: Class 2 contains 93655 members 
Mstep: Class 3 contains 36143 members 
Mstep: Class 4 contains 5198 members 
Mstep: Class 5 contains 163056 members 
Mstep: Class 6 contains 22373 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 9 contains 8158 members 
Mstep: Class 10 contains 12841 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 11463 members 
Mstep: Class 13 contains 102784 members 
Mstep: Class 14 contains 154049 members 
Mstep: Class 15 contains 175487 members 
Mstep: Class 16 contains 73627 members 
Mstep: Class 17 contains 94820 members 
Mstep: Class 18 contains 19854 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 31570 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 25807 members 
Mstep: Class 23 contains 10974 members 
Mstep: Class 24 contains 16014 members 
Mstep: Class 25 contains 3324 members 
Mstep: Class 26 contains 3874 members 
Mstep: Class 27 contains 38802 members 
Mstep: Class 28 contains 39999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051680.000000 Penalty: 97997.882812
Iteration 69Q: 29 clusters Score -1.560517e+08 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174820 members 
Mstep: Class 2 contains 93408 members 
Mstep: Class 3 contains 36127 members 
Mstep: Class 4 contains 5198 members 
Mstep: Class 5 contains 163966 members 
Mstep: Class 6 contains 22479 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 2478 members 
Mstep: Class 9 contains 8169 members 
Mstep: Class 10 contains 12845 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 11460 members 
Mstep: Class 13 contains 102802 members 
Mstep: Class 14 contains 153868 members 
Mstep: Class 15 contains 175008 members 
Mstep: Class 16 contains 73366 members 
Mstep: Class 17 contains 94816 members 
Mstep: Class 18 contains 19856 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 31365 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 25897 members 
Mstep: Class 23 contains 11083 members 
Mstep: Class 24 contains 16031 members 
Mstep: Class 25 contains 3324 members 
Mstep: Class 26 contains 3884 members 
Mstep: Class 27 contains 38835 members 
Mstep: Class 28 contains 40012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051952.000000 Penalty: 97997.882812
Iteration 70Q: 29 clusters Score -1.56052e+08 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174836 members 
Mstep: Class 2 contains 93192 members 
Mstep: Class 3 contains 36114 members 
Mstep: Class 4 contains 5206 members 
Mstep: Class 5 contains 164853 members 
Mstep: Class 6 contains 22591 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 2476 members 
Mstep: Class 9 contains 8173 members 
Mstep: Class 10 contains 12852 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 11460 members 
Mstep: Class 13 contains 102755 members 
Mstep: Class 14 contains 153687 members 
Mstep: Class 15 contains 174617 members 
Mstep: Class 16 contains 73093 members 
Mstep: Class 17 contains 94808 members 
Mstep: Class 18 contains 19855 members 
Mstep: Class 19 contains 5108 members 
Mstep: Class 20 contains 31159 members 
Mstep: Class 21 contains 7763 members 
Mstep: Class 22 contains 25977 members 
Mstep: Class 23 contains 11190 members 
Mstep: Class 24 contains 16065 members 
Mstep: Class 25 contains 3321 members 
Mstep: Class 26 contains 3897 members 
Mstep: Class 27 contains 38882 members 
Mstep: Class 28 contains 40027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052320.000000 Penalty: 97997.882812
Iteration 71Q: 29 clusters Score -1.560523e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174864 members 
Mstep: Class 2 contains 92959 members 
Mstep: Class 3 contains 36105 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 165682 members 
Mstep: Class 6 contains 22701 members 
Mstep: Class 7 contains 11083 members 
Mstep: Class 8 contains 2473 members 
Mstep: Class 9 contains 8176 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 11472 members 
Mstep: Class 13 contains 102761 members 
Mstep: Class 14 contains 153548 members 
Mstep: Class 15 contains 174203 members 
Mstep: Class 16 contains 72846 members 
Mstep: Class 17 contains 94795 members 
Mstep: Class 18 contains 19856 members 
Mstep: Class 19 contains 5107 members 
Mstep: Class 20 contains 30964 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 26054 members 
Mstep: Class 23 contains 11273 members 
Mstep: Class 24 contains 16083 members 
Mstep: Class 25 contains 3319 members 
Mstep: Class 26 contains 3895 members 
Mstep: Class 27 contains 38922 members 
Mstep: Class 28 contains 40040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052096.000000 Penalty: 97997.882812
Iteration 72Q: 29 clusters Score -1.560521e+08 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174881 members 
Mstep: Class 2 contains 92745 members 
Mstep: Class 3 contains 36081 members 
Mstep: Class 4 contains 5220 members 
Mstep: Class 5 contains 166476 members 
Mstep: Class 6 contains 22810 members 
Mstep: Class 7 contains 11085 members 
Mstep: Class 8 contains 2480 members 
Mstep: Class 9 contains 8183 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 11482 members 
Mstep: Class 13 contains 102803 members 
Mstep: Class 14 contains 153381 members 
Mstep: Class 15 contains 173845 members 
Mstep: Class 16 contains 72579 members 
Mstep: Class 17 contains 94780 members 
Mstep: Class 18 contains 19854 members 
Mstep: Class 19 contains 5108 members 
Mstep: Class 20 contains 30767 members 
Mstep: Class 21 contains 7781 members 
Mstep: Class 22 contains 26135 members 
Mstep: Class 23 contains 11385 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 3317 members 
Mstep: Class 26 contains 3895 members 
Mstep: Class 27 contains 38940 members 
Mstep: Class 28 contains 40063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051888.000000 Penalty: 97997.882812
Iteration 73Q: 29 clusters Score -1.560519e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174908 members 
Mstep: Class 2 contains 92537 members 
Mstep: Class 3 contains 36051 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 167202 members 
Mstep: Class 6 contains 22924 members 
Mstep: Class 7 contains 11098 members 
Mstep: Class 8 contains 2482 members 
Mstep: Class 9 contains 8191 members 
Mstep: Class 10 contains 12860 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 11485 members 
Mstep: Class 13 contains 102860 members 
Mstep: Class 14 contains 153197 members 
Mstep: Class 15 contains 173489 members 
Mstep: Class 16 contains 72364 members 
Mstep: Class 17 contains 94779 members 
Mstep: Class 18 contains 19850 members 
Mstep: Class 19 contains 5107 members 
Mstep: Class 20 contains 30569 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 26235 members 
Mstep: Class 23 contains 11470 members 
Mstep: Class 24 contains 16108 members 
Mstep: Class 25 contains 3316 members 
Mstep: Class 26 contains 3899 members 
Mstep: Class 27 contains 38960 members 
Mstep: Class 28 contains 40090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051552.000000 Penalty: 97997.882812
Iteration 74Q: 29 clusters Score -1.560516e+08 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174941 members 
Mstep: Class 2 contains 92358 members 
Mstep: Class 3 contains 36028 members 
Mstep: Class 4 contains 5230 members 
Mstep: Class 5 contains 167908 members 
Mstep: Class 6 contains 23028 members 
Mstep: Class 7 contains 11117 members 
Mstep: Class 8 contains 2487 members 
Mstep: Class 9 contains 8194 members 
Mstep: Class 10 contains 12863 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 11493 members 
Mstep: Class 13 contains 102908 members 
Mstep: Class 14 contains 153038 members 
Mstep: Class 15 contains 173170 members 
Mstep: Class 16 contains 72148 members 
Mstep: Class 17 contains 94783 members 
Mstep: Class 18 contains 19849 members 
Mstep: Class 19 contains 5106 members 
Mstep: Class 20 contains 30363 members 
Mstep: Class 21 contains 7765 members 
Mstep: Class 22 contains 26305 members 
Mstep: Class 23 contains 11522 members 
Mstep: Class 24 contains 16119 members 
Mstep: Class 25 contains 3314 members 
Mstep: Class 26 contains 3903 members 
Mstep: Class 27 contains 38995 members 
Mstep: Class 28 contains 40093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051584.000000 Penalty: 97997.882812
Iteration 75Q: 29 clusters Score -1.560516e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174935 members 
Mstep: Class 2 contains 92170 members 
Mstep: Class 3 contains 36003 members 
Mstep: Class 4 contains 5238 members 
Mstep: Class 5 contains 168602 members 
Mstep: Class 6 contains 23112 members 
Mstep: Class 7 contains 11142 members 
Mstep: Class 8 contains 2486 members 
Mstep: Class 9 contains 8199 members 
Mstep: Class 10 contains 12866 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 11500 members 
Mstep: Class 13 contains 102966 members 
Mstep: Class 14 contains 152885 members 
Mstep: Class 15 contains 172832 members 
Mstep: Class 16 contains 71957 members 
Mstep: Class 17 contains 94783 members 
Mstep: Class 18 contains 19850 members 
Mstep: Class 19 contains 5106 members 
Mstep: Class 20 contains 30186 members 
Mstep: Class 21 contains 7755 members 
Mstep: Class 22 contains 26374 members 
Mstep: Class 23 contains 11607 members 
Mstep: Class 24 contains 16134 members 
Mstep: Class 25 contains 3311 members 
Mstep: Class 26 contains 3908 members 
Mstep: Class 27 contains 39020 members 
Mstep: Class 28 contains 40101 members 
Entering Unmasked Estep 
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Score: -156051840.000000 Penalty: 97997.882812
Iteration 76Q: 29 clusters Score -1.560518e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174940 members 
Mstep: Class 2 contains 91974 members 
Mstep: Class 3 contains 35982 members 
Mstep: Class 4 contains 5244 members 
Mstep: Class 5 contains 169261 members 
Mstep: Class 6 contains 23201 members 
Mstep: Class 7 contains 11155 members 
Mstep: Class 8 contains 2478 members 
Mstep: Class 9 contains 8201 members 
Mstep: Class 10 contains 12868 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 11509 members 
Mstep: Class 13 contains 103017 members 
Mstep: Class 14 contains 152766 members 
Mstep: Class 15 contains 172514 members 
Mstep: Class 16 contains 71761 members 
Mstep: Class 17 contains 94779 members 
Mstep: Class 18 contains 19854 members 
Mstep: Class 19 contains 5105 members 
Mstep: Class 20 contains 30012 members 
Mstep: Class 21 contains 7755 members 
Mstep: Class 22 contains 26443 members 
Mstep: Class 23 contains 11706 members 
Mstep: Class 24 contains 16143 members 
Mstep: Class 25 contains 3309 members 
Mstep: Class 26 contains 3915 members 
Mstep: Class 27 contains 39030 members 
Mstep: Class 28 contains 40106 members 
Entering Unmasked Estep 
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Iteration 77Q: 29 clusters Score -1.560519e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174949 members 
Mstep: Class 2 contains 91791 members 
Mstep: Class 3 contains 35949 members 
Mstep: Class 4 contains 5250 members 
Mstep: Class 5 contains 169890 members 
Mstep: Class 6 contains 23283 members 
Mstep: Class 7 contains 11173 members 
Mstep: Class 8 contains 2484 members 
Mstep: Class 9 contains 8204 members 
Mstep: Class 10 contains 12872 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 11502 members 
Mstep: Class 13 contains 103089 members 
Mstep: Class 14 contains 152679 members 
Mstep: Class 15 contains 172213 members 
Mstep: Class 16 contains 71552 members 
Mstep: Class 17 contains 94770 members 
Mstep: Class 18 contains 19848 members 
Mstep: Class 19 contains 5107 members 
Mstep: Class 20 contains 29838 members 
Mstep: Class 21 contains 7745 members 
Mstep: Class 22 contains 26501 members 
Mstep: Class 23 contains 11800 members 
Mstep: Class 24 contains 16137 members 
Mstep: Class 25 contains 3310 members 
Mstep: Class 26 contains 3924 members 
Mstep: Class 27 contains 39049 members 
Mstep: Class 28 contains 40120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051936.000000 Penalty: 97997.882812
Iteration 78Q: 29 clusters Score -1.560519e+08 nChanged 2178
Entering ConstructFrom: 
Score: -156051936.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (174971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174971 members 
Entering Unmasked Estep 
Score: -20891700.000000 Penalty: 2993.948975
	Iteration 0F: 2 clusters Score -2.08917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87191 members 
Mstep: Class 2 contains 87780 members 
Entering Unmasked Estep 
Score: -20782082.000000 Penalty: 5987.897949
	Iteration 0F: 3 clusters Score -2.078208e+07 nChanged 83586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81633 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -20831730.000000 Penalty: 5987.897949
	Iteration 1F: 3 clusters Score -2.083173e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 97585 members 
Entering Unmasked Estep 
Score: -20834340.000000 Penalty: 5987.897949
	Iteration 2Q: 3 clusters Score -2.083434e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 104031 members 
Entering Unmasked Estep 
Score: -20838674.000000 Penalty: 5987.897949
	Iteration 3F: 3 clusters Score -2.083867e+07 nChanged 11619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61843 members 
Mstep: Class 2 contains 113128 members 
Entering Unmasked Estep 
Score: -20845506.000000 Penalty: 5987.897949
	Iteration 4F: 3 clusters Score -2.084551e+07 nChanged 13421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 124513 members 
Entering Unmasked Estep 
Score: -20855574.000000 Penalty: 5987.897949
	Iteration 5F: 3 clusters Score -2.085557e+07 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 136817 members 
Entering Unmasked Estep 
Score: -20866922.000000 Penalty: 5987.897949
	Iteration 6F: 3 clusters Score -2.086692e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 147922 members 
Entering Unmasked Estep 
Score: -20877418.000000 Penalty: 5987.897949
	Iteration 7F: 3 clusters Score -2.087742e+07 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 156869 members 
Entering Unmasked Estep 
Score: -20884122.000000 Penalty: 5987.897949
	Iteration 8F: 3 clusters Score -2.088412e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 163157 members 
Entering Unmasked Estep 
Score: -20887634.000000 Penalty: 5987.897949
	Iteration 9Q: 3 clusters Score -2.088763e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 167096 members 
Entering Unmasked Estep 
Score: -20889274.000000 Penalty: 5987.897949
	Iteration 10Q: 3 clusters Score -2.088927e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 169276 members 
Entering Unmasked Estep 
Score: -20889912.000000 Penalty: 5987.897949
	Iteration 11Q: 3 clusters Score -2.088991e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 170407 members 
Entering Unmasked Estep 
Score: -20890388.000000 Penalty: 5987.897949
	Iteration 12Q: 3 clusters Score -2.089039e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 171051 members 
Entering Unmasked Estep 
Score: -20890648.000000 Penalty: 5987.897949
	Iteration 13Q: 3 clusters Score -2.089065e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 171505 members 
Entering Unmasked Estep 
Score: -20890706.000000 Penalty: 5987.897949
	Iteration 14Q: 3 clusters Score -2.089071e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 171805 members 
Entering Unmasked Estep 
Score: -20890694.000000 Penalty: 5987.897949
	Iteration 15Q: 3 clusters Score -2.089069e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 172017 members 
Entering Unmasked Estep 
Score: -20890720.000000 Penalty: 5987.897949
	Iteration 16Q: 3 clusters Score -2.089072e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 172202 members 
Entering Unmasked Estep 
Score: -20890678.000000 Penalty: 5987.897949
	Iteration 17Q: 3 clusters Score -2.089068e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 172339 members 
Entering Unmasked Estep 
Score: -20890678.000000 Penalty: 5987.897949
	Iteration 18Q: 3 clusters Score -2.089068e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 172446 members 
Entering Unmasked Estep 
Score: -20890636.000000 Penalty: 5987.897949
	Iteration 19Q: 3 clusters Score -2.089064e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 172533 members 
Entering Unmasked Estep 
Score: -20890626.000000 Penalty: 5987.897949
	Iteration 20F: 3 clusters Score -2.089063e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 172611 members 
Entering Unmasked Estep 
Score: -20890622.000000 Penalty: 5987.897949
	Iteration 21Q: 3 clusters Score -2.089062e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 172671 members 
Entering Unmasked Estep 
Score: -20890592.000000 Penalty: 5987.897949
	Iteration 22Q: 3 clusters Score -2.089059e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 172715 members 
Entering Unmasked Estep 
Score: -20890628.000000 Penalty: 5987.897949
	Iteration 23Q: 3 clusters Score -2.089063e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 172751 members 
Entering Unmasked Estep 
Score: -20890596.000000 Penalty: 5987.897949
	Iteration 24Q: 3 clusters Score -2.08906e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 172780 members 
Entering Unmasked Estep 
Score: -20890596.000000 Penalty: 5987.897949
	Iteration 25Q: 3 clusters Score -2.08906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 172806 members 
Entering Unmasked Estep 
Score: -20890566.000000 Penalty: 5987.897949
	Iteration 26Q: 3 clusters Score -2.089057e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 172836 members 
Entering Unmasked Estep 
Score: -20890550.000000 Penalty: 5987.897949
	Iteration 27Q: 3 clusters Score -2.089055e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 172861 members 
Entering Unmasked Estep 
Score: -20890534.000000 Penalty: 5987.897949
	Iteration 28Q: 3 clusters Score -2.089053e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 172885 members 
Entering Unmasked Estep 
Score: -20890532.000000 Penalty: 5987.897949
	Iteration 29Q: 3 clusters Score -2.089053e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -20890528.000000 Penalty: 5987.897949
	Iteration 30Q: 3 clusters Score -2.089053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 172929 members 
Entering Unmasked Estep 
Score: -20890530.000000 Penalty: 5987.897949
	Iteration 31Q: 3 clusters Score -2.089053e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 172948 members 
Entering Unmasked Estep 
Score: -20890532.000000 Penalty: 5987.897949
	Iteration 32Q: 3 clusters Score -2.089053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 172959 members 
Entering Unmasked Estep 
Score: -20890536.000000 Penalty: 5987.897949
	Iteration 33Q: 3 clusters Score -2.089054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 172966 members 
Entering Unmasked Estep 
Score: -20890564.000000 Penalty: 5987.897949
	Iteration 34Q: 3 clusters Score -2.089056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 172970 members 
Entering Unmasked Estep 
Score: -20890550.000000 Penalty: 5987.897949
	Iteration 35Q: 3 clusters Score -2.089055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 172976 members 
Entering Unmasked Estep 
Score: -20890554.000000 Penalty: 5987.897949
	Iteration 36Q: 3 clusters Score -2.089055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 172984 members 
Entering Unmasked Estep 
Score: -20890552.000000 Penalty: 5987.897949
	Iteration 37Q: 3 clusters Score -2.089055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 172991 members 
Entering Unmasked Estep 
Score: -20890556.000000 Penalty: 5987.897949
	Iteration 38Q: 3 clusters Score -2.089056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 173002 members 
Entering Unmasked Estep 
Score: -20890556.000000 Penalty: 5987.897949
	Iteration 39Q: 3 clusters Score -2.089056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 173010 members 
Entering Unmasked Estep 
Score: -20890564.000000 Penalty: 5987.897949
	Iteration 40F: 3 clusters Score -2.089056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 173015 members 
Entering Unmasked Estep 
Score: -20890560.000000 Penalty: 5987.897949
	Iteration 41Q: 3 clusters Score -2.089056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 173018 members 
Entering Unmasked Estep 
Score: -20890550.000000 Penalty: 5987.897949
	Iteration 42Q: 3 clusters Score -2.089055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 173021 members 
Entering Unmasked Estep 
Score: -20890542.000000 Penalty: 5987.897949
	Iteration 43Q: 3 clusters Score -2.089054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 173025 members 
Entering Unmasked Estep 
Score: -20890546.000000 Penalty: 5987.897949
	Iteration 44Q: 3 clusters Score -2.089055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 173030 members 
Entering Unmasked Estep 
Score: -20890542.000000 Penalty: 5987.897949
	Iteration 45Q: 3 clusters Score -2.089054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 173039 members 
Entering Unmasked Estep 
Score: -20890516.000000 Penalty: 5987.897949
	Iteration 46Q: 3 clusters Score -2.089052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 173042 members 
Entering Unmasked Estep 
Score: -20890512.000000 Penalty: 5987.897949
	Iteration 47Q: 3 clusters Score -2.089051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 173047 members 
Entering Unmasked Estep 
Score: -20890520.000000 Penalty: 5987.897949
	Iteration 48Q: 3 clusters Score -2.089052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 173049 members 
Entering Unmasked Estep 
Score: -20890526.000000 Penalty: 5987.897949
	Iteration 49Q: 3 clusters Score -2.089053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 173049 members 
Entering Unmasked Estep 
Score: -20890526.000000 Penalty: 5987.897949
	Iteration 50F: 3 clusters Score -2.089053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (91617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Entering Unmasked Estep 
Score: -10855996.000000 Penalty: 2833.492188
	Iteration 0F: 2 clusters Score -1.0856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -10794746.000000 Penalty: 5666.984375
	Iteration 0F: 3 clusters Score -1.079475e+07 nChanged 43084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -10819712.000000 Penalty: 5666.984375
	Iteration 1F: 3 clusters Score -1.081971e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -10820632.000000 Penalty: 5666.984375
	Iteration 2Q: 3 clusters Score -1.082063e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -10821681.000000 Penalty: 5666.984375
	Iteration 3Q: 3 clusters Score -1.082168e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -10823451.000000 Penalty: 5666.984375
	Iteration 4Q: 3 clusters Score -1.082345e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -10826554.000000 Penalty: 5666.984375
	Iteration 5F: 3 clusters Score -1.082655e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66897 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -10831484.000000 Penalty: 5666.984375
	Iteration 6F: 3 clusters Score -1.083148e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -10838334.000000 Penalty: 5666.984375
	Iteration 7F: 3 clusters Score -1.083833e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -10845064.000000 Penalty: 5666.984375
	Iteration 8F: 3 clusters Score -1.084506e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86335 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -10849770.000000 Penalty: 5666.984375
	Iteration 9F: 3 clusters Score -1.084977e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -10852098.000000 Penalty: 5666.984375
	Iteration 10Q: 3 clusters Score -1.08521e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -10853090.000000 Penalty: 5666.984375
	Iteration 11Q: 3 clusters Score -1.085309e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90407 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10853495.000000 Penalty: 5666.984375
	Iteration 12Q: 3 clusters Score -1.08535e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -10853653.000000 Penalty: 5666.984375
	Iteration 13Q: 3 clusters Score -1.085365e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -10853764.000000 Penalty: 5666.984375
	Iteration 14Q: 3 clusters Score -1.085376e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90653 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10853826.000000 Penalty: 5666.984375
	Iteration 15Q: 3 clusters Score -1.085383e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10853872.000000 Penalty: 5666.984375
	Iteration 16Q: 3 clusters Score -1.085387e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90689 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10853918.000000 Penalty: 5666.984375
	Iteration 17Q: 3 clusters Score -1.085392e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90696 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10853947.000000 Penalty: 5666.984375
	Iteration 18Q: 3 clusters Score -1.085395e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10853994.000000 Penalty: 5666.984375
	Iteration 19Q: 3 clusters Score -1.085399e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90711 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10854026.000000 Penalty: 5666.984375
	Iteration 20F: 3 clusters Score -1.085403e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90719 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10854044.000000 Penalty: 5666.984375
	Iteration 21Q: 3 clusters Score -1.085404e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90726 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10854064.000000 Penalty: 5666.984375
	Iteration 22Q: 3 clusters Score -1.085406e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90730 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10854088.000000 Penalty: 5666.984375
	Iteration 23Q: 3 clusters Score -1.085409e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90727 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -10854097.000000 Penalty: 5666.984375
	Iteration 24Q: 3 clusters Score -1.08541e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90728 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10854126.000000 Penalty: 5666.984375
	Iteration 25Q: 3 clusters Score -1.085413e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10854176.000000 Penalty: 5666.984375
	Iteration 26Q: 3 clusters Score -1.085418e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10854187.000000 Penalty: 5666.984375
	Iteration 27Q: 3 clusters Score -1.085419e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90728 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10854227.000000 Penalty: 5666.984375
	Iteration 28Q: 3 clusters Score -1.085423e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90736 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10854259.000000 Penalty: 5666.984375
	Iteration 29Q: 3 clusters Score -1.085426e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10854271.000000 Penalty: 5666.984375
	Iteration 30Q: 3 clusters Score -1.085427e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90747 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10854277.000000 Penalty: 5666.984375
	Iteration 31Q: 3 clusters Score -1.085428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10854278.000000 Penalty: 5666.984375
	Iteration 32Q: 3 clusters Score -1.085428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90742 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10854284.000000 Penalty: 5666.984375
	Iteration 33Q: 3 clusters Score -1.085428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90738 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10854286.000000 Penalty: 5666.984375
	Iteration 34Q: 3 clusters Score -1.085429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90739 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10854305.000000 Penalty: 5666.984375
	Iteration 35Q: 3 clusters Score -1.08543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10854317.000000 Penalty: 5666.984375
	Iteration 36Q: 3 clusters Score -1.085432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10854322.000000 Penalty: 5666.984375
	Iteration 37Q: 3 clusters Score -1.085432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90747 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10854330.000000 Penalty: 5666.984375
	Iteration 38Q: 3 clusters Score -1.085433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10854326.000000 Penalty: 5666.984375
	Iteration 39Q: 3 clusters Score -1.085433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90749 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10854329.000000 Penalty: 5666.984375
	Iteration 40F: 3 clusters Score -1.085433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90749 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10854334.000000 Penalty: 5666.984375
	Iteration 41Q: 3 clusters Score -1.085433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90747 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10854336.000000 Penalty: 5666.984375
	Iteration 42Q: 3 clusters Score -1.085434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10854351.000000 Penalty: 5666.984375
	Iteration 43Q: 3 clusters Score -1.085435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10854355.000000 Penalty: 5666.984375
	Iteration 44Q: 3 clusters Score -1.085436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90740 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10854354.000000 Penalty: 5666.984375
	Iteration 45Q: 3 clusters Score -1.085435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10854355.000000 Penalty: 5666.984375
	Iteration 46Q: 3 clusters Score -1.085436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90739 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10854364.000000 Penalty: 5666.984375
	Iteration 47Q: 3 clusters Score -1.085436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90742 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10854370.000000 Penalty: 5666.984375
	Iteration 48Q: 3 clusters Score -1.085437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10854384.000000 Penalty: 5666.984375
	Iteration 49Q: 3 clusters Score -1.085438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10854383.000000 Penalty: 5666.984375
	Iteration 50Q: 3 clusters Score -1.085438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10854383.000000 Penalty: 5666.984375
	Iteration 51Q: 3 clusters Score -1.085438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10854383.000000 Penalty: 5666.984375
	Iteration 52F: 3 clusters Score -1.085438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Entering Unmasked Estep 
Score: -4269110.500000 Penalty: 2601.298096
	Iteration 0F: 2 clusters Score -4269110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -4244812.000000 Penalty: 5202.596191
	Iteration 0F: 3 clusters Score -4244812 nChanged 16117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -4253619.000000 Penalty: 5202.596191
	Iteration 1F: 3 clusters Score -4253619 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4254109.000000 Penalty: 5202.596191
	Iteration 2Q: 3 clusters Score -4254109 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -4254545.500000 Penalty: 5202.596191
	Iteration 3Q: 3 clusters Score -4254546 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -4254949.500000 Penalty: 5202.596191
	Iteration 4Q: 3 clusters Score -4254950 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -4255367.500000 Penalty: 5202.596191
	Iteration 5Q: 3 clusters Score -4255368 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -4255814.500000 Penalty: 5202.596191
	Iteration 6Q: 3 clusters Score -4255814 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -4256455.500000 Penalty: 5202.596191
	Iteration 7Q: 3 clusters Score -4256456 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -4257376.500000 Penalty: 5202.596191
	Iteration 8Q: 3 clusters Score -4257376 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -4258678.000000 Penalty: 5202.596191
	Iteration 9F: 3 clusters Score -4258678 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -4260423.500000 Penalty: 5202.596191
	Iteration 10F: 3 clusters Score -4260424 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -4262275.000000 Penalty: 5202.596191
	Iteration 11F: 3 clusters Score -4262275 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -4263923.500000 Penalty: 5202.596191
	Iteration 12F: 3 clusters Score -4263924 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4265117.000000 Penalty: 5202.596191
	Iteration 13Q: 3 clusters Score -4265117 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4265899.000000 Penalty: 5202.596191
	Iteration 14Q: 3 clusters Score -4265899 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4266392.500000 Penalty: 5202.596191
	Iteration 15Q: 3 clusters Score -4266392 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4266680.000000 Penalty: 5202.596191
	Iteration 16Q: 3 clusters Score -4266680 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4266822.000000 Penalty: 5202.596191
	Iteration 17Q: 3 clusters Score -4266822 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4266931.000000 Penalty: 5202.596191
	Iteration 18Q: 3 clusters Score -4266931 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4266987.500000 Penalty: 5202.596191
	Iteration 19Q: 3 clusters Score -4266988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4267035.000000 Penalty: 5202.596191
	Iteration 20F: 3 clusters Score -4267035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4267078.000000 Penalty: 5202.596191
	Iteration 21Q: 3 clusters Score -4267078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4267087.500000 Penalty: 5202.596191
	Iteration 22Q: 3 clusters Score -4267088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4267101.000000 Penalty: 5202.596191
	Iteration 23Q: 3 clusters Score -4267101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4267117.500000 Penalty: 5202.596191
	Iteration 24Q: 3 clusters Score -4267118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4267127.500000 Penalty: 5202.596191
	Iteration 25Q: 3 clusters Score -4267128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4267133.000000 Penalty: 5202.596191
	Iteration 26Q: 3 clusters Score -4267133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4267136.500000 Penalty: 5202.596191
	Iteration 27Q: 3 clusters Score -4267136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4267137.500000 Penalty: 5202.596191
	Iteration 28Q: 3 clusters Score -4267138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4267139.000000 Penalty: 5202.596191
	Iteration 29Q: 3 clusters Score -4267139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4267140.000000 Penalty: 5202.596191
	Iteration 30Q: 3 clusters Score -4267140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4267139.500000 Penalty: 5202.596191
	Iteration 31Q: 3 clusters Score -4267140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4267137.000000 Penalty: 5202.596191
	Iteration 32Q: 3 clusters Score -4267137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4267143.500000 Penalty: 5202.596191
	Iteration 33Q: 3 clusters Score -4267144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4267140.000000 Penalty: 5202.596191
	Iteration 34Q: 3 clusters Score -4267140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4267140.000000 Penalty: 5202.596191
	Iteration 35Q: 3 clusters Score -4267140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4267136.500000 Penalty: 5202.596191
	Iteration 36Q: 3 clusters Score -4267136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4267143.500000 Penalty: 5202.596191
	Iteration 37Q: 3 clusters Score -4267144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4267146.000000 Penalty: 5202.596191
	Iteration 38Q: 3 clusters Score -4267146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4267151.000000 Penalty: 5202.596191
	Iteration 39Q: 3 clusters Score -4267151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4267149.000000 Penalty: 5202.596191
	Iteration 40F: 3 clusters Score -4267149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4267149.500000 Penalty: 5202.596191
	Iteration 41Q: 3 clusters Score -4267150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4267149.500000 Penalty: 5202.596191
	Iteration 42F: 3 clusters Score -4267150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Entering Unmasked Estep 
Score: -629855.687500 Penalty: 2125.353760
	Iteration 0F: 2 clusters Score -629855.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -625178.812500 Penalty: 4250.707520
	Iteration 0F: 3 clusters Score -625178.8 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -626362.500000 Penalty: 4250.707520
	Iteration 1F: 3 clusters Score -626362.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -626572.687500 Penalty: 4250.707520
	Iteration 2F: 3 clusters Score -626572.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -626685.625000 Penalty: 4250.707520
	Iteration 3Q: 3 clusters Score -626685.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -626759.937500 Penalty: 4250.707520
	Iteration 4Q: 3 clusters Score -626759.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -626828.187500 Penalty: 4250.707520
	Iteration 5Q: 3 clusters Score -626828.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -626880.500000 Penalty: 4250.707520
	Iteration 6Q: 3 clusters Score -626880.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -626924.687500 Penalty: 4250.707520
	Iteration 7Q: 3 clusters Score -626924.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -626978.812500 Penalty: 4250.707520
	Iteration 8Q: 3 clusters Score -626978.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -627035.125000 Penalty: 4250.707520
	Iteration 9Q: 3 clusters Score -627035.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -627084.750000 Penalty: 4250.707520
	Iteration 10Q: 3 clusters Score -627084.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -627138.562500 Penalty: 4250.707520
	Iteration 11Q: 3 clusters Score -627138.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -627191.312500 Penalty: 4250.707520
	Iteration 12Q: 3 clusters Score -627191.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -627239.375000 Penalty: 4250.707520
	Iteration 13Q: 3 clusters Score -627239.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -627285.437500 Penalty: 4250.707520
	Iteration 14Q: 3 clusters Score -627285.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -627329.500000 Penalty: 4250.707520
	Iteration 15Q: 3 clusters Score -627329.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -627372.875000 Penalty: 4250.707520
	Iteration 16Q: 3 clusters Score -627372.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -627403.875000 Penalty: 4250.707520
	Iteration 17Q: 3 clusters Score -627403.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -627429.812500 Penalty: 4250.707520
	Iteration 18Q: 3 clusters Score -627429.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -627458.437500 Penalty: 4250.707520
	Iteration 19Q: 3 clusters Score -627458.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -627486.937500 Penalty: 4250.707520
	Iteration 20F: 3 clusters Score -627486.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -627509.937500 Penalty: 4250.707520
	Iteration 21Q: 3 clusters Score -627509.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -627535.687500 Penalty: 4250.707520
	Iteration 22Q: 3 clusters Score -627535.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -627567.187500 Penalty: 4250.707520
	Iteration 23Q: 3 clusters Score -627567.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -627594.562500 Penalty: 4250.707520
	Iteration 24Q: 3 clusters Score -627594.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -627621.437500 Penalty: 4250.707520
	Iteration 25Q: 3 clusters Score -627621.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -627643.750000 Penalty: 4250.707520
	Iteration 26Q: 3 clusters Score -627643.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -627658.750000 Penalty: 4250.707520
	Iteration 27Q: 3 clusters Score -627658.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -627671.375000 Penalty: 4250.707520
	Iteration 28Q: 3 clusters Score -627671.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -627683.687500 Penalty: 4250.707520
	Iteration 29Q: 3 clusters Score -627683.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -627691.937500 Penalty: 4250.707520
	Iteration 30Q: 3 clusters Score -627691.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -627702.250000 Penalty: 4250.707520
	Iteration 31Q: 3 clusters Score -627702.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -627710.562500 Penalty: 4250.707520
	Iteration 32Q: 3 clusters Score -627710.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -627714.687500 Penalty: 4250.707520
	Iteration 33Q: 3 clusters Score -627714.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -627721.125000 Penalty: 4250.707520
	Iteration 34Q: 3 clusters Score -627721.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -627727.625000 Penalty: 4250.707520
	Iteration 35Q: 3 clusters Score -627727.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -627734.562500 Penalty: 4250.707520
	Iteration 36Q: 3 clusters Score -627734.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -627740.187500 Penalty: 4250.707520
	Iteration 37Q: 3 clusters Score -627740.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -627746.250000 Penalty: 4250.707520
	Iteration 38Q: 3 clusters Score -627746.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -627753.187500 Penalty: 4250.707520
	Iteration 39Q: 3 clusters Score -627753.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -627756.812500 Penalty: 4250.707520
	Iteration 40F: 3 clusters Score -627756.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -627762.062500 Penalty: 4250.707520
	Iteration 41Q: 3 clusters Score -627762.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -627765.250000 Penalty: 4250.707520
	Iteration 42Q: 3 clusters Score -627765.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -627775.000000 Penalty: 4250.707520
	Iteration 43Q: 3 clusters Score -627775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -627779.875000 Penalty: 4250.707520
	Iteration 44Q: 3 clusters Score -627779.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -627787.250000 Penalty: 4250.707520
	Iteration 45Q: 3 clusters Score -627787.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -627791.562500 Penalty: 4250.707520
	Iteration 46Q: 3 clusters Score -627791.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -627795.875000 Penalty: 4250.707520
	Iteration 47Q: 3 clusters Score -627795.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -627798.812500 Penalty: 4250.707520
	Iteration 48Q: 3 clusters Score -627798.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -627803.312500 Penalty: 4250.707520
	Iteration 49Q: 3 clusters Score -627803.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -627808.187500 Penalty: 4250.707520
	Iteration 50Q: 3 clusters Score -627808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -627810.375000 Penalty: 4250.707520
	Iteration 51Q: 3 clusters Score -627810.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -627813.500000 Penalty: 4250.707520
	Iteration 52Q: 3 clusters Score -627813.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -627814.625000 Penalty: 4250.707520
	Iteration 53Q: 3 clusters Score -627814.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -627815.875000 Penalty: 4250.707520
	Iteration 54Q: 3 clusters Score -627815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -627816.625000 Penalty: 4250.707520
	Iteration 55Q: 3 clusters Score -627816.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -627818.312500 Penalty: 4250.707520
	Iteration 56Q: 3 clusters Score -627818.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -627820.625000 Penalty: 4250.707520
	Iteration 57Q: 3 clusters Score -627820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -627820.937500 Penalty: 4250.707520
	Iteration 58Q: 3 clusters Score -627820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -627821.750000 Penalty: 4250.707520
	Iteration 59Q: 3 clusters Score -627821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -627822.000000 Penalty: 4250.707520
	Iteration 60F: 3 clusters Score -627822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -627822.000000 Penalty: 4250.707520
	Iteration 61Q: 3 clusters Score -627822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -627822.875000 Penalty: 4250.707520
	Iteration 62Q: 3 clusters Score -627822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -627822.875000 Penalty: 4250.707520
	Iteration 63F: 3 clusters Score -627822.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170507 members 
Entering Unmasked Estep 
Score: -20127580.000000 Penalty: 2987.539795
	Iteration 0F: 2 clusters Score -2.012758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -20013430.000000 Penalty: 5975.079590
	Iteration 0F: 3 clusters Score -2.001343e+07 nChanged 81801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88004 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -20061638.000000 Penalty: 5975.079590
	Iteration 1F: 3 clusters Score -2.006164e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 80862 members 
Entering Unmasked Estep 
Score: -20062472.000000 Penalty: 5975.079590
	Iteration 2Q: 3 clusters Score -2.006247e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -20063648.000000 Penalty: 5975.079590
	Iteration 3Q: 3 clusters Score -2.006365e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 74389 members 
Entering Unmasked Estep 
Score: -20065328.000000 Penalty: 5975.079590
	Iteration 4Q: 3 clusters Score -2.006533e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101827 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -20067856.000000 Penalty: 5975.079590
	Iteration 5Q: 3 clusters Score -2.006786e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110019 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -20072230.000000 Penalty: 5975.079590
	Iteration 6Q: 3 clusters Score -2.007223e+07 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121454 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -20080084.000000 Penalty: 5975.079590
	Iteration 7F: 3 clusters Score -2.008008e+07 nChanged 14301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135735 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -20091890.000000 Penalty: 5975.079590
	Iteration 8F: 3 clusters Score -2.009189e+07 nChanged 14767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150500 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -20105958.000000 Penalty: 5975.079590
	Iteration 9F: 3 clusters Score -2.010596e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161706 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -20116718.000000 Penalty: 5975.079590
	Iteration 10F: 3 clusters Score -2.011672e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167315 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -20122018.000000 Penalty: 5975.079590
	Iteration 11Q: 3 clusters Score -2.012202e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169396 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -20123916.000000 Penalty: 5975.079590
	Iteration 12Q: 3 clusters Score -2.012392e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170005 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -20124588.000000 Penalty: 5975.079590
	Iteration 13Q: 3 clusters Score -2.012459e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -20124774.000000 Penalty: 5975.079590
	Iteration 14Q: 3 clusters Score -2.012477e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170192 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -20124856.000000 Penalty: 5975.079590
	Iteration 15Q: 3 clusters Score -2.012486e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170214 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20124890.000000 Penalty: 5975.079590
	Iteration 16Q: 3 clusters Score -2.012489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170223 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20124916.000000 Penalty: 5975.079590
	Iteration 17Q: 3 clusters Score -2.012492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170226 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20124914.000000 Penalty: 5975.079590
	Iteration 18Q: 3 clusters Score -2.012491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170227 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20124928.000000 Penalty: 5975.079590
	Iteration 19Q: 3 clusters Score -2.012493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170230 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20124938.000000 Penalty: 5975.079590
	Iteration 20F: 3 clusters Score -2.012494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20124956.000000 Penalty: 5975.079590
	Iteration 21Q: 3 clusters Score -2.012496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20124944.000000 Penalty: 5975.079590
	Iteration 22Q: 3 clusters Score -2.012494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20124960.000000 Penalty: 5975.079590
	Iteration 23Q: 3 clusters Score -2.012496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20124950.000000 Penalty: 5975.079590
	Iteration 24Q: 3 clusters Score -2.012495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20124950.000000 Penalty: 5975.079590
	Iteration 25Q: 3 clusters Score -2.012495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20124950.000000 Penalty: 5975.079590
	Iteration 26F: 3 clusters Score -2.012495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Entering Unmasked Estep 
Score: -2691758.250000 Penalty: 2494.619873
	Iteration 0F: 2 clusters Score -2691758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2675440.250000 Penalty: 4989.239746
	Iteration 0F: 3 clusters Score -2675440 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2680989.000000 Penalty: 4989.239746
	Iteration 1F: 3 clusters Score -2680989 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2681736.000000 Penalty: 4989.239746
	Iteration 2F: 3 clusters Score -2681736 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2682760.250000 Penalty: 4989.239746
	Iteration 3F: 3 clusters Score -2682760 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2683977.750000 Penalty: 4989.239746
	Iteration 4F: 3 clusters Score -2683978 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2685162.750000 Penalty: 4989.239746
	Iteration 5F: 3 clusters Score -2685163 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2686373.000000 Penalty: 4989.239746
	Iteration 6F: 3 clusters Score -2686373 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2687365.250000 Penalty: 4989.239746
	Iteration 7F: 3 clusters Score -2687365 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2688081.750000 Penalty: 4989.239746
	Iteration 8F: 3 clusters Score -2688082 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2688510.000000 Penalty: 4989.239746
	Iteration 9Q: 3 clusters Score -2688510 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2688814.000000 Penalty: 4989.239746
	Iteration 10Q: 3 clusters Score -2688814 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2688996.250000 Penalty: 4989.239746
	Iteration 11Q: 3 clusters Score -2688996 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2689117.000000 Penalty: 4989.239746
	Iteration 12Q: 3 clusters Score -2689117 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2689190.500000 Penalty: 4989.239746
	Iteration 13Q: 3 clusters Score -2689190 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2689271.250000 Penalty: 4989.239746
	Iteration 14Q: 3 clusters Score -2689271 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2689328.500000 Penalty: 4989.239746
	Iteration 15Q: 3 clusters Score -2689328 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2689398.250000 Penalty: 4989.239746
	Iteration 16Q: 3 clusters Score -2689398 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2689450.750000 Penalty: 4989.239746
	Iteration 17Q: 3 clusters Score -2689451 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2689499.750000 Penalty: 4989.239746
	Iteration 18Q: 3 clusters Score -2689500 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2689547.250000 Penalty: 4989.239746
	Iteration 19Q: 3 clusters Score -2689547 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2689600.500000 Penalty: 4989.239746
	Iteration 20F: 3 clusters Score -2689600 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2689641.250000 Penalty: 4989.239746
	Iteration 21Q: 3 clusters Score -2689641 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2689699.750000 Penalty: 4989.239746
	Iteration 22Q: 3 clusters Score -2689700 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2689742.250000 Penalty: 4989.239746
	Iteration 23Q: 3 clusters Score -2689742 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2689809.750000 Penalty: 4989.239746
	Iteration 24Q: 3 clusters Score -2689810 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2689877.750000 Penalty: 4989.239746
	Iteration 25Q: 3 clusters Score -2689878 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2689942.500000 Penalty: 4989.239746
	Iteration 26Q: 3 clusters Score -2689942 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2690002.750000 Penalty: 4989.239746
	Iteration 27Q: 3 clusters Score -2690003 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2690084.750000 Penalty: 4989.239746
	Iteration 28Q: 3 clusters Score -2690085 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2690145.250000 Penalty: 4989.239746
	Iteration 29Q: 3 clusters Score -2690145 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2690220.250000 Penalty: 4989.239746
	Iteration 30Q: 3 clusters Score -2690220 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2690277.750000 Penalty: 4989.239746
	Iteration 31Q: 3 clusters Score -2690278 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2690343.500000 Penalty: 4989.239746
	Iteration 32Q: 3 clusters Score -2690344 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2690394.000000 Penalty: 4989.239746
	Iteration 33Q: 3 clusters Score -2690394 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2690451.750000 Penalty: 4989.239746
	Iteration 34Q: 3 clusters Score -2690452 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2690484.750000 Penalty: 4989.239746
	Iteration 35Q: 3 clusters Score -2690485 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2690501.500000 Penalty: 4989.239746
	Iteration 36Q: 3 clusters Score -2690502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2690523.000000 Penalty: 4989.239746
	Iteration 37Q: 3 clusters Score -2690523 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2690540.750000 Penalty: 4989.239746
	Iteration 38Q: 3 clusters Score -2690541 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2690570.500000 Penalty: 4989.239746
	Iteration 39Q: 3 clusters Score -2690570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2690585.250000 Penalty: 4989.239746
	Iteration 40F: 3 clusters Score -2690585 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2690601.000000 Penalty: 4989.239746
	Iteration 41Q: 3 clusters Score -2690601 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2690622.750000 Penalty: 4989.239746
	Iteration 42Q: 3 clusters Score -2690623 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2690635.750000 Penalty: 4989.239746
	Iteration 43Q: 3 clusters Score -2690636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2690648.250000 Penalty: 4989.239746
	Iteration 44Q: 3 clusters Score -2690648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2690666.500000 Penalty: 4989.239746
	Iteration 45Q: 3 clusters Score -2690666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2690683.000000 Penalty: 4989.239746
	Iteration 46Q: 3 clusters Score -2690683 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2690699.750000 Penalty: 4989.239746
	Iteration 47Q: 3 clusters Score -2690700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2690715.500000 Penalty: 4989.239746
	Iteration 48Q: 3 clusters Score -2690716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2690735.750000 Penalty: 4989.239746
	Iteration 49Q: 3 clusters Score -2690736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2690753.000000 Penalty: 4989.239746
	Iteration 50Q: 3 clusters Score -2690753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2690754.250000 Penalty: 4989.239746
	Iteration 51Q: 3 clusters Score -2690754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2690759.250000 Penalty: 4989.239746
	Iteration 52Q: 3 clusters Score -2690759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2690766.250000 Penalty: 4989.239746
	Iteration 53Q: 3 clusters Score -2690766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2690779.500000 Penalty: 4989.239746
	Iteration 54Q: 3 clusters Score -2690780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2690789.750000 Penalty: 4989.239746
	Iteration 55Q: 3 clusters Score -2690790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2690796.250000 Penalty: 4989.239746
	Iteration 56Q: 3 clusters Score -2690796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2690805.500000 Penalty: 4989.239746
	Iteration 57Q: 3 clusters Score -2690806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2690830.500000 Penalty: 4989.239746
	Iteration 58Q: 3 clusters Score -2690830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2690862.000000 Penalty: 4989.239746
	Iteration 59Q: 3 clusters Score -2690862 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2690966.000000 Penalty: 4989.239746
	Iteration 60F: 3 clusters Score -2690966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2691119.250000 Penalty: 4989.239746
	Iteration 61Q: 3 clusters Score -2691119 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2691184.250000 Penalty: 4989.239746
	Iteration 62Q: 3 clusters Score -2691184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2691218.250000 Penalty: 4989.239746
	Iteration 63Q: 3 clusters Score -2691218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2691239.000000 Penalty: 4989.239746
	Iteration 64Q: 3 clusters Score -2691239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2691245.500000 Penalty: 4989.239746
	Iteration 65Q: 3 clusters Score -2691246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2691248.750000 Penalty: 4989.239746
	Iteration 66Q: 3 clusters Score -2691249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2691252.500000 Penalty: 4989.239746
	Iteration 67Q: 3 clusters Score -2691252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2691257.000000 Penalty: 4989.239746
	Iteration 68Q: 3 clusters Score -2691257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2691255.500000 Penalty: 4989.239746
	Iteration 69Q: 3 clusters Score -2691256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2691260.000000 Penalty: 4989.239746
	Iteration 70Q: 3 clusters Score -2691260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2691266.000000 Penalty: 4989.239746
	Iteration 71Q: 3 clusters Score -2691266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2691261.500000 Penalty: 4989.239746
	Iteration 72Q: 3 clusters Score -2691262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2691269.500000 Penalty: 4989.239746
	Iteration 73Q: 3 clusters Score -2691270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2691268.750000 Penalty: 4989.239746
	Iteration 74Q: 3 clusters Score -2691269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2691269.750000 Penalty: 4989.239746
	Iteration 75Q: 3 clusters Score -2691270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2691271.500000 Penalty: 4989.239746
	Iteration 76Q: 3 clusters Score -2691272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2691271.500000 Penalty: 4989.239746
	Iteration 77F: 3 clusters Score -2691272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Entering Unmasked Estep 
Score: -1211677.250000 Penalty: 2312.159180
	Iteration 0F: 2 clusters Score -1211677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1203278.500000 Penalty: 4624.318359
	Iteration 0F: 3 clusters Score -1203278 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1206057.375000 Penalty: 4624.318359
	Iteration 1F: 3 clusters Score -1206057 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1206886.125000 Penalty: 4624.318359
	Iteration 2F: 3 clusters Score -1206886 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1207651.250000 Penalty: 4624.318359
	Iteration 3F: 3 clusters Score -1207651 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1208309.875000 Penalty: 4624.318359
	Iteration 4F: 3 clusters Score -1208310 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1208855.750000 Penalty: 4624.318359
	Iteration 5F: 3 clusters Score -1208856 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1209173.250000 Penalty: 4624.318359
	Iteration 6Q: 3 clusters Score -1209173 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1209367.875000 Penalty: 4624.318359
	Iteration 7Q: 3 clusters Score -1209368 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1209544.875000 Penalty: 4624.318359
	Iteration 8Q: 3 clusters Score -1209545 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1209719.625000 Penalty: 4624.318359
	Iteration 9Q: 3 clusters Score -1209720 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1209900.750000 Penalty: 4624.318359
	Iteration 10Q: 3 clusters Score -1209901 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1210069.000000 Penalty: 4624.318359
	Iteration 11Q: 3 clusters Score -1210069 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1210253.750000 Penalty: 4624.318359
	Iteration 12Q: 3 clusters Score -1210254 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1210385.750000 Penalty: 4624.318359
	Iteration 13Q: 3 clusters Score -1210386 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1210480.500000 Penalty: 4624.318359
	Iteration 14Q: 3 clusters Score -1210480 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1210560.750000 Penalty: 4624.318359
	Iteration 15Q: 3 clusters Score -1210561 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1210632.250000 Penalty: 4624.318359
	Iteration 16Q: 3 clusters Score -1210632 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1210709.250000 Penalty: 4624.318359
	Iteration 17Q: 3 clusters Score -1210709 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1210770.125000 Penalty: 4624.318359
	Iteration 18Q: 3 clusters Score -1210770 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1210820.500000 Penalty: 4624.318359
	Iteration 19Q: 3 clusters Score -1210820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1210855.500000 Penalty: 4624.318359
	Iteration 20F: 3 clusters Score -1210856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1210883.625000 Penalty: 4624.318359
	Iteration 21Q: 3 clusters Score -1210884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1210912.000000 Penalty: 4624.318359
	Iteration 22Q: 3 clusters Score -1210912 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1210939.875000 Penalty: 4624.318359
	Iteration 23Q: 3 clusters Score -1210940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1210973.875000 Penalty: 4624.318359
	Iteration 24Q: 3 clusters Score -1210974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1210999.625000 Penalty: 4624.318359
	Iteration 25Q: 3 clusters Score -1211000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1211023.875000 Penalty: 4624.318359
	Iteration 26Q: 3 clusters Score -1211024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1211037.625000 Penalty: 4624.318359
	Iteration 27Q: 3 clusters Score -1211038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1211061.375000 Penalty: 4624.318359
	Iteration 28Q: 3 clusters Score -1211061 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1211076.875000 Penalty: 4624.318359
	Iteration 29Q: 3 clusters Score -1211077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1211090.750000 Penalty: 4624.318359
	Iteration 30Q: 3 clusters Score -1211091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1211107.375000 Penalty: 4624.318359
	Iteration 31Q: 3 clusters Score -1211107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1211120.500000 Penalty: 4624.318359
	Iteration 32Q: 3 clusters Score -1211120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1211140.750000 Penalty: 4624.318359
	Iteration 33Q: 3 clusters Score -1211141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1211154.250000 Penalty: 4624.318359
	Iteration 34Q: 3 clusters Score -1211154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1211165.000000 Penalty: 4624.318359
	Iteration 35Q: 3 clusters Score -1211165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1211181.125000 Penalty: 4624.318359
	Iteration 36Q: 3 clusters Score -1211181 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1211202.750000 Penalty: 4624.318359
	Iteration 37Q: 3 clusters Score -1211203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1211214.875000 Penalty: 4624.318359
	Iteration 38Q: 3 clusters Score -1211215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1211229.375000 Penalty: 4624.318359
	Iteration 39Q: 3 clusters Score -1211229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1211246.250000 Penalty: 4624.318359
	Iteration 40F: 3 clusters Score -1211246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1211253.750000 Penalty: 4624.318359
	Iteration 41Q: 3 clusters Score -1211254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1211267.375000 Penalty: 4624.318359
	Iteration 42Q: 3 clusters Score -1211267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1211272.750000 Penalty: 4624.318359
	Iteration 43Q: 3 clusters Score -1211273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1211276.250000 Penalty: 4624.318359
	Iteration 44Q: 3 clusters Score -1211276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1211281.250000 Penalty: 4624.318359
	Iteration 45Q: 3 clusters Score -1211281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1211283.875000 Penalty: 4624.318359
	Iteration 46Q: 3 clusters Score -1211284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1211287.000000 Penalty: 4624.318359
	Iteration 47Q: 3 clusters Score -1211287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1211287.875000 Penalty: 4624.318359
	Iteration 48Q: 3 clusters Score -1211288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1211288.875000 Penalty: 4624.318359
	Iteration 49Q: 3 clusters Score -1211289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1211289.625000 Penalty: 4624.318359
	Iteration 50Q: 3 clusters Score -1211290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1211290.500000 Penalty: 4624.318359
	Iteration 51Q: 3 clusters Score -1211290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1211292.000000 Penalty: 4624.318359
	Iteration 52Q: 3 clusters Score -1211292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1211298.125000 Penalty: 4624.318359
	Iteration 53Q: 3 clusters Score -1211298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1211298.250000 Penalty: 4624.318359
	Iteration 54Q: 3 clusters Score -1211298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1211295.375000 Penalty: 4624.318359
	Iteration 55Q: 3 clusters Score -1211295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1211295.375000 Penalty: 4624.318359
	Iteration 56F: 3 clusters Score -1211295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -279384.625000 Penalty: 1938.571411
	Iteration 0F: 2 clusters Score -279384.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -276471.625000 Penalty: 3877.142822
	Iteration 0F: 3 clusters Score -276471.6 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -277090.843750 Penalty: 3877.142822
	Iteration 1F: 3 clusters Score -277090.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -277247.750000 Penalty: 3877.142822
	Iteration 2F: 3 clusters Score -277247.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -277338.406250 Penalty: 3877.142822
	Iteration 3Q: 3 clusters Score -277338.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -277389.531250 Penalty: 3877.142822
	Iteration 4Q: 3 clusters Score -277389.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -277424.000000 Penalty: 3877.142822
	Iteration 5Q: 3 clusters Score -277424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -277449.968750 Penalty: 3877.142822
	Iteration 6Q: 3 clusters Score -277450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -277468.500000 Penalty: 3877.142822
	Iteration 7Q: 3 clusters Score -277468.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -277497.125000 Penalty: 3877.142822
	Iteration 8Q: 3 clusters Score -277497.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -277518.906250 Penalty: 3877.142822
	Iteration 9Q: 3 clusters Score -277518.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -277535.531250 Penalty: 3877.142822
	Iteration 10Q: 3 clusters Score -277535.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -277548.000000 Penalty: 3877.142822
	Iteration 11Q: 3 clusters Score -277548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -277561.500000 Penalty: 3877.142822
	Iteration 12Q: 3 clusters Score -277561.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -277577.343750 Penalty: 3877.142822
	Iteration 13Q: 3 clusters Score -277577.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -277587.625000 Penalty: 3877.142822
	Iteration 14Q: 3 clusters Score -277587.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -277600.687500 Penalty: 3877.142822
	Iteration 15Q: 3 clusters Score -277600.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -277610.343750 Penalty: 3877.142822
	Iteration 16Q: 3 clusters Score -277610.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -277615.781250 Penalty: 3877.142822
	Iteration 17Q: 3 clusters Score -277615.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -277624.968750 Penalty: 3877.142822
	Iteration 18Q: 3 clusters Score -277625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -277632.281250 Penalty: 3877.142822
	Iteration 19Q: 3 clusters Score -277632.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -277637.000000 Penalty: 3877.142822
	Iteration 20F: 3 clusters Score -277637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -277639.687500 Penalty: 3877.142822
	Iteration 21Q: 3 clusters Score -277639.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -277643.781250 Penalty: 3877.142822
	Iteration 22Q: 3 clusters Score -277643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -277649.875000 Penalty: 3877.142822
	Iteration 23Q: 3 clusters Score -277649.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -277657.656250 Penalty: 3877.142822
	Iteration 24Q: 3 clusters Score -277657.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -277664.375000 Penalty: 3877.142822
	Iteration 25Q: 3 clusters Score -277664.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -277670.375000 Penalty: 3877.142822
	Iteration 26Q: 3 clusters Score -277670.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -277674.343750 Penalty: 3877.142822
	Iteration 27Q: 3 clusters Score -277674.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -277680.250000 Penalty: 3877.142822
	Iteration 28Q: 3 clusters Score -277680.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -277685.781250 Penalty: 3877.142822
	Iteration 29Q: 3 clusters Score -277685.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -277691.000000 Penalty: 3877.142822
	Iteration 30Q: 3 clusters Score -277691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -277695.750000 Penalty: 3877.142822
	Iteration 31Q: 3 clusters Score -277695.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -277701.031250 Penalty: 3877.142822
	Iteration 32Q: 3 clusters Score -277701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -277707.625000 Penalty: 3877.142822
	Iteration 33Q: 3 clusters Score -277707.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -277712.843750 Penalty: 3877.142822
	Iteration 34Q: 3 clusters Score -277712.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -277720.875000 Penalty: 3877.142822
	Iteration 35Q: 3 clusters Score -277720.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -277727.656250 Penalty: 3877.142822
	Iteration 36Q: 3 clusters Score -277727.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -277734.406250 Penalty: 3877.142822
	Iteration 37Q: 3 clusters Score -277734.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -277743.125000 Penalty: 3877.142822
	Iteration 38Q: 3 clusters Score -277743.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -277746.718750 Penalty: 3877.142822
	Iteration 39Q: 3 clusters Score -277746.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -277749.750000 Penalty: 3877.142822
	Iteration 40F: 3 clusters Score -277749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -277752.468750 Penalty: 3877.142822
	Iteration 41Q: 3 clusters Score -277752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -277754.937500 Penalty: 3877.142822
	Iteration 42Q: 3 clusters Score -277754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -277757.093750 Penalty: 3877.142822
	Iteration 43Q: 3 clusters Score -277757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -277759.593750 Penalty: 3877.142822
	Iteration 44Q: 3 clusters Score -277759.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -277765.437500 Penalty: 3877.142822
	Iteration 45Q: 3 clusters Score -277765.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -277772.625000 Penalty: 3877.142822
	Iteration 46Q: 3 clusters Score -277772.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -277778.250000 Penalty: 3877.142822
	Iteration 47Q: 3 clusters Score -277778.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -277782.125000 Penalty: 3877.142822
	Iteration 48Q: 3 clusters Score -277782.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -277787.718750 Penalty: 3877.142822
	Iteration 49Q: 3 clusters Score -277787.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -277794.843750 Penalty: 3877.142822
	Iteration 50Q: 3 clusters Score -277794.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -277803.656250 Penalty: 3877.142822
	Iteration 51Q: 3 clusters Score -277803.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -277809.406250 Penalty: 3877.142822
	Iteration 52Q: 3 clusters Score -277809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -277813.437500 Penalty: 3877.142822
	Iteration 53Q: 3 clusters Score -277813.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -277817.031250 Penalty: 3877.142822
	Iteration 54Q: 3 clusters Score -277817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -277820.375000 Penalty: 3877.142822
	Iteration 55Q: 3 clusters Score -277820.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -277827.406250 Penalty: 3877.142822
	Iteration 56Q: 3 clusters Score -277827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -277831.906250 Penalty: 3877.142822
	Iteration 57Q: 3 clusters Score -277831.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -277838.968750 Penalty: 3877.142822
	Iteration 58Q: 3 clusters Score -277839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -277845.500000 Penalty: 3877.142822
	Iteration 59Q: 3 clusters Score -277845.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -277846.906250 Penalty: 3877.142822
	Iteration 60F: 3 clusters Score -277846.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -277849.062500 Penalty: 3877.142822
	Iteration 61Q: 3 clusters Score -277849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -277850.875000 Penalty: 3877.142822
	Iteration 62Q: 3 clusters Score -277850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -277851.531250 Penalty: 3877.142822
	Iteration 63Q: 3 clusters Score -277851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -277851.531250 Penalty: 3877.142822
	Iteration 64F: 3 clusters Score -277851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Entering Unmasked Estep 
Score: -979997.625000 Penalty: 2235.160156
	Iteration 0F: 2 clusters Score -979997.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -973489.812500 Penalty: 4470.320312
	Iteration 0F: 3 clusters Score -973489.8 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -975192.937500 Penalty: 4470.320312
	Iteration 1F: 3 clusters Score -975192.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -975494.437500 Penalty: 4470.320312
	Iteration 2F: 3 clusters Score -975494.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -975720.312500 Penalty: 4470.320312
	Iteration 3F: 3 clusters Score -975720.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -975920.937500 Penalty: 4470.320312
	Iteration 4Q: 3 clusters Score -975920.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -976109.000000 Penalty: 4470.320312
	Iteration 5Q: 3 clusters Score -976109 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -976278.750000 Penalty: 4470.320312
	Iteration 6Q: 3 clusters Score -976278.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -976455.125000 Penalty: 4470.320312
	Iteration 7Q: 3 clusters Score -976455.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -976693.062500 Penalty: 4470.320312
	Iteration 8Q: 3 clusters Score -976693.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -976934.812500 Penalty: 4470.320312
	Iteration 9Q: 3 clusters Score -976934.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -977146.500000 Penalty: 4470.320312
	Iteration 10Q: 3 clusters Score -977146.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -977360.937500 Penalty: 4470.320312
	Iteration 11Q: 3 clusters Score -977360.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -977536.250000 Penalty: 4470.320312
	Iteration 12Q: 3 clusters Score -977536.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -977660.312500 Penalty: 4470.320312
	Iteration 13Q: 3 clusters Score -977660.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -977766.500000 Penalty: 4470.320312
	Iteration 14Q: 3 clusters Score -977766.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -977834.812500 Penalty: 4470.320312
	Iteration 15Q: 3 clusters Score -977834.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -977899.625000 Penalty: 4470.320312
	Iteration 16Q: 3 clusters Score -977899.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -977943.000000 Penalty: 4470.320312
	Iteration 17Q: 3 clusters Score -977943 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -977982.437500 Penalty: 4470.320312
	Iteration 18Q: 3 clusters Score -977982.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -978014.625000 Penalty: 4470.320312
	Iteration 19Q: 3 clusters Score -978014.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -978039.875000 Penalty: 4470.320312
	Iteration 20F: 3 clusters Score -978039.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -978064.250000 Penalty: 4470.320312
	Iteration 21Q: 3 clusters Score -978064.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -978082.375000 Penalty: 4470.320312
	Iteration 22Q: 3 clusters Score -978082.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -978097.250000 Penalty: 4470.320312
	Iteration 23Q: 3 clusters Score -978097.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -978106.625000 Penalty: 4470.320312
	Iteration 24Q: 3 clusters Score -978106.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -978116.750000 Penalty: 4470.320312
	Iteration 25Q: 3 clusters Score -978116.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -978126.062500 Penalty: 4470.320312
	Iteration 26Q: 3 clusters Score -978126.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -978131.937500 Penalty: 4470.320312
	Iteration 27Q: 3 clusters Score -978131.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -978136.812500 Penalty: 4470.320312
	Iteration 28Q: 3 clusters Score -978136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -978138.562500 Penalty: 4470.320312
	Iteration 29Q: 3 clusters Score -978138.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -978142.125000 Penalty: 4470.320312
	Iteration 30Q: 3 clusters Score -978142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -978143.125000 Penalty: 4470.320312
	Iteration 31Q: 3 clusters Score -978143.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -978145.125000 Penalty: 4470.320312
	Iteration 32Q: 3 clusters Score -978145.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -978147.187500 Penalty: 4470.320312
	Iteration 33Q: 3 clusters Score -978147.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -978157.687500 Penalty: 4470.320312
	Iteration 34Q: 3 clusters Score -978157.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -978163.437500 Penalty: 4470.320312
	Iteration 35Q: 3 clusters Score -978163.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -978168.687500 Penalty: 4470.320312
	Iteration 36Q: 3 clusters Score -978168.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -978171.500000 Penalty: 4470.320312
	Iteration 37Q: 3 clusters Score -978171.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -978173.000000 Penalty: 4470.320312
	Iteration 38Q: 3 clusters Score -978173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -978176.750000 Penalty: 4470.320312
	Iteration 39Q: 3 clusters Score -978176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -978177.750000 Penalty: 4470.320312
	Iteration 40F: 3 clusters Score -978177.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -978177.625000 Penalty: 4470.320312
	Iteration 41Q: 3 clusters Score -978177.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -978178.062500 Penalty: 4470.320312
	Iteration 42Q: 3 clusters Score -978178.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -978177.187500 Penalty: 4470.320312
	Iteration 43Q: 3 clusters Score -978177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -978178.375000 Penalty: 4470.320312
	Iteration 44Q: 3 clusters Score -978178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -978178.375000 Penalty: 4470.320312
	Iteration 45F: 3 clusters Score -978178.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Entering Unmasked Estep 
Score: -1499443.750000 Penalty: 2346.930908
	Iteration 0F: 2 clusters Score -1499444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1489876.000000 Penalty: 4693.861816
	Iteration 0F: 3 clusters Score -1489876 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1492921.000000 Penalty: 4693.861816
	Iteration 1F: 3 clusters Score -1492921 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1493425.000000 Penalty: 4693.861816
	Iteration 2F: 3 clusters Score -1493425 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1493943.125000 Penalty: 4693.861816
	Iteration 3F: 3 clusters Score -1493943 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1494555.125000 Penalty: 4693.861816
	Iteration 4F: 3 clusters Score -1494555 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1495301.125000 Penalty: 4693.861816
	Iteration 5F: 3 clusters Score -1495301 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1496148.625000 Penalty: 4693.861816
	Iteration 6F: 3 clusters Score -1496149 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1497144.750000 Penalty: 4693.861816
	Iteration 7F: 3 clusters Score -1497145 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1498057.875000 Penalty: 4693.861816
	Iteration 8F: 3 clusters Score -1498058 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1498792.500000 Penalty: 4693.861816
	Iteration 9F: 3 clusters Score -1498792 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1499281.125000 Penalty: 4693.861816
	Iteration 10Q: 3 clusters Score -1499281 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1499620.750000 Penalty: 4693.861816
	Iteration 11Q: 3 clusters Score -1499621 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1499822.750000 Penalty: 4693.861816
	Iteration 12Q: 3 clusters Score -1499823 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1499992.750000 Penalty: 4693.861816
	Iteration 13Q: 3 clusters Score -1499993 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1500098.250000 Penalty: 4693.861816
	Iteration 14Q: 3 clusters Score -1500098 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1500175.000000 Penalty: 4693.861816
	Iteration 15Q: 3 clusters Score -1500175 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1500210.250000 Penalty: 4693.861816
	Iteration 16Q: 3 clusters Score -1500210 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1500233.500000 Penalty: 4693.861816
	Iteration 17Q: 3 clusters Score -1500234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1500244.875000 Penalty: 4693.861816
	Iteration 18Q: 3 clusters Score -1500245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1500248.500000 Penalty: 4693.861816
	Iteration 19Q: 3 clusters Score -1500248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1500254.500000 Penalty: 4693.861816
	Iteration 20F: 3 clusters Score -1500254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1500255.250000 Penalty: 4693.861816
	Iteration 21Q: 3 clusters Score -1500255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1500251.750000 Penalty: 4693.861816
	Iteration 22Q: 3 clusters Score -1500252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1500255.250000 Penalty: 4693.861816
	Iteration 23Q: 3 clusters Score -1500255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1500255.000000 Penalty: 4693.861816
	Iteration 24Q: 3 clusters Score -1500255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1500255.875000 Penalty: 4693.861816
	Iteration 25Q: 3 clusters Score -1500256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1500259.375000 Penalty: 4693.861816
	Iteration 26Q: 3 clusters Score -1500259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1500259.375000 Penalty: 4693.861816
	Iteration 27F: 3 clusters Score -1500259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174971 members 
Mstep: Class 2 contains 91617 members 
Mstep: Class 3 contains 35922 members 
Mstep: Class 4 contains 5271 members 
Mstep: Class 5 contains 170507 members 
Mstep: Class 6 contains 23364 members 
Mstep: Class 7 contains 11195 members 
Mstep: Class 8 contains 2482 members 
Mstep: Class 9 contains 8207 members 
Mstep: Class 10 contains 4481 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 11513 members 
Mstep: Class 13 contains 103176 members 
Mstep: Class 14 contains 152556 members 
Mstep: Class 15 contains 171915 members 
Mstep: Class 16 contains 71352 members 
Mstep: Class 17 contains 94762 members 
Mstep: Class 18 contains 19849 members 
Mstep: Class 19 contains 5111 members 
Mstep: Class 20 contains 29662 members 
Mstep: Class 21 contains 7739 members 
Mstep: Class 22 contains 26555 members 
Mstep: Class 23 contains 11863 members 
Mstep: Class 24 contains 16143 members 
Mstep: Class 25 contains 3309 members 
Mstep: Class 26 contains 3933 members 
Mstep: Class 27 contains 39050 members 
Mstep: Class 28 contains 40126 members 
Mstep: Class 29 contains 8399 members 
Entering Unmasked Estep 
Score: -156051872.000000 Penalty: 101497.804688
Splitting cluster 10 changes total score from -156051936.000000 to -156051872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -83722.648438 Penalty: 1683.944092
	Iteration 0F: 2 clusters Score -83722.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81994.453125 Penalty: 3367.888184
	Iteration 0F: 3 clusters Score -81994.45 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -82455.968750 Penalty: 3367.888184
	Iteration 1F: 3 clusters Score -82455.97 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -82611.187500 Penalty: 3367.888184
	Iteration 2F: 3 clusters Score -82611.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -82677.320312 Penalty: 3367.888184
	Iteration 3Q: 3 clusters Score -82677.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -82711.898438 Penalty: 3367.888184
	Iteration 4Q: 3 clusters Score -82711.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -82723.250000 Penalty: 3367.888184
	Iteration 5Q: 3 clusters Score -82723.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82725.914062 Penalty: 3367.888184
	Iteration 6Q: 3 clusters Score -82725.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82726.554688 Penalty: 3367.888184
	Iteration 7Q: 3 clusters Score -82726.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82727.593750 Penalty: 3367.888184
	Iteration 8Q: 3 clusters Score -82727.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -82731.460938 Penalty: 3367.888184
	Iteration 9Q: 3 clusters Score -82731.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82733.507812 Penalty: 3367.888184
	Iteration 10Q: 3 clusters Score -82733.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -82734.781250 Penalty: 3367.888184
	Iteration 11Q: 3 clusters Score -82734.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82735.539062 Penalty: 3367.888184
	Iteration 12Q: 3 clusters Score -82735.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82735.539062 Penalty: 3367.888184
	Iteration 13F: 3 clusters Score -82735.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Entering Unmasked Estep 
Score: -1352456.000000 Penalty: 2319.105713
	Iteration 0F: 2 clusters Score -1352456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1343802.250000 Penalty: 4638.211426
	Iteration 0F: 3 clusters Score -1343802 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1346346.250000 Penalty: 4638.211426
	Iteration 1F: 3 clusters Score -1346346 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1346747.625000 Penalty: 4638.211426
	Iteration 2F: 3 clusters Score -1346748 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1347155.625000 Penalty: 4638.211426
	Iteration 3F: 3 clusters Score -1347156 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1347617.375000 Penalty: 4638.211426
	Iteration 4F: 3 clusters Score -1347617 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1348096.875000 Penalty: 4638.211426
	Iteration 5F: 3 clusters Score -1348097 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1348577.125000 Penalty: 4638.211426
	Iteration 6F: 3 clusters Score -1348577 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1348991.750000 Penalty: 4638.211426
	Iteration 7F: 3 clusters Score -1348992 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1349308.375000 Penalty: 4638.211426
	Iteration 8Q: 3 clusters Score -1349308 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1349553.625000 Penalty: 4638.211426
	Iteration 9Q: 3 clusters Score -1349554 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1349724.250000 Penalty: 4638.211426
	Iteration 10Q: 3 clusters Score -1349724 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1349847.250000 Penalty: 4638.211426
	Iteration 11Q: 3 clusters Score -1349847 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1349940.625000 Penalty: 4638.211426
	Iteration 12Q: 3 clusters Score -1349941 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1350008.250000 Penalty: 4638.211426
	Iteration 13Q: 3 clusters Score -1350008 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1350067.000000 Penalty: 4638.211426
	Iteration 14Q: 3 clusters Score -1350067 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1350131.250000 Penalty: 4638.211426
	Iteration 15Q: 3 clusters Score -1350131 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1350182.250000 Penalty: 4638.211426
	Iteration 16Q: 3 clusters Score -1350182 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1350234.625000 Penalty: 4638.211426
	Iteration 17Q: 3 clusters Score -1350235 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1350270.625000 Penalty: 4638.211426
	Iteration 18Q: 3 clusters Score -1350271 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1350314.375000 Penalty: 4638.211426
	Iteration 19Q: 3 clusters Score -1350314 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1350342.875000 Penalty: 4638.211426
	Iteration 20F: 3 clusters Score -1350343 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1350373.750000 Penalty: 4638.211426
	Iteration 21Q: 3 clusters Score -1350374 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1350414.250000 Penalty: 4638.211426
	Iteration 22Q: 3 clusters Score -1350414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1350450.875000 Penalty: 4638.211426
	Iteration 23Q: 3 clusters Score -1350451 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1350486.375000 Penalty: 4638.211426
	Iteration 24Q: 3 clusters Score -1350486 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1350523.250000 Penalty: 4638.211426
	Iteration 25Q: 3 clusters Score -1350523 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1350554.875000 Penalty: 4638.211426
	Iteration 26Q: 3 clusters Score -1350555 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1350583.500000 Penalty: 4638.211426
	Iteration 27Q: 3 clusters Score -1350584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1350606.000000 Penalty: 4638.211426
	Iteration 28Q: 3 clusters Score -1350606 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1350627.875000 Penalty: 4638.211426
	Iteration 29Q: 3 clusters Score -1350628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1350650.375000 Penalty: 4638.211426
	Iteration 30Q: 3 clusters Score -1350650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1350670.000000 Penalty: 4638.211426
	Iteration 31Q: 3 clusters Score -1350670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1350700.250000 Penalty: 4638.211426
	Iteration 32Q: 3 clusters Score -1350700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1350730.000000 Penalty: 4638.211426
	Iteration 33Q: 3 clusters Score -1350730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1350759.250000 Penalty: 4638.211426
	Iteration 34Q: 3 clusters Score -1350759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1350784.375000 Penalty: 4638.211426
	Iteration 35Q: 3 clusters Score -1350784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1350808.375000 Penalty: 4638.211426
	Iteration 36Q: 3 clusters Score -1350808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1350820.500000 Penalty: 4638.211426
	Iteration 37Q: 3 clusters Score -1350820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1350833.875000 Penalty: 4638.211426
	Iteration 38Q: 3 clusters Score -1350834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1350844.000000 Penalty: 4638.211426
	Iteration 39Q: 3 clusters Score -1350844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1350854.875000 Penalty: 4638.211426
	Iteration 40F: 3 clusters Score -1350855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1350862.125000 Penalty: 4638.211426
	Iteration 41Q: 3 clusters Score -1350862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1350876.375000 Penalty: 4638.211426
	Iteration 42Q: 3 clusters Score -1350876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1350896.250000 Penalty: 4638.211426
	Iteration 43Q: 3 clusters Score -1350896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1350914.750000 Penalty: 4638.211426
	Iteration 44Q: 3 clusters Score -1350915 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1350941.250000 Penalty: 4638.211426
	Iteration 45Q: 3 clusters Score -1350941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1350955.500000 Penalty: 4638.211426
	Iteration 46Q: 3 clusters Score -1350956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1350978.375000 Penalty: 4638.211426
	Iteration 47Q: 3 clusters Score -1350978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1351004.000000 Penalty: 4638.211426
	Iteration 48Q: 3 clusters Score -1351004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1351020.500000 Penalty: 4638.211426
	Iteration 49Q: 3 clusters Score -1351020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1351031.125000 Penalty: 4638.211426
	Iteration 50Q: 3 clusters Score -1351031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1351040.250000 Penalty: 4638.211426
	Iteration 51Q: 3 clusters Score -1351040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1351050.625000 Penalty: 4638.211426
	Iteration 52Q: 3 clusters Score -1351051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1351058.875000 Penalty: 4638.211426
	Iteration 53Q: 3 clusters Score -1351059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1351059.625000 Penalty: 4638.211426
	Iteration 54Q: 3 clusters Score -1351060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1351065.000000 Penalty: 4638.211426
	Iteration 55Q: 3 clusters Score -1351065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1351064.000000 Penalty: 4638.211426
	Iteration 56Q: 3 clusters Score -1351064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1351067.500000 Penalty: 4638.211426
	Iteration 57Q: 3 clusters Score -1351068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1351068.000000 Penalty: 4638.211426
	Iteration 58Q: 3 clusters Score -1351068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1351068.750000 Penalty: 4638.211426
	Iteration 59Q: 3 clusters Score -1351069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1351068.125000 Penalty: 4638.211426
	Iteration 60F: 3 clusters Score -1351068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1351068.125000 Penalty: 4638.211426
	Iteration 61Q: 3 clusters Score -1351068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1351068.125000 Penalty: 4638.211426
	Iteration 62F: 3 clusters Score -1351068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (103176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103176 members 
Entering Unmasked Estep 
Score: -12371855.000000 Penalty: 2862.959473
	Iteration 0F: 2 clusters Score -1.237186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -12303183.000000 Penalty: 5725.918945
	Iteration 0F: 3 clusters Score -1.230318e+07 nChanged 48674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -12331326.000000 Penalty: 5725.918945
	Iteration 1F: 3 clusters Score -1.233133e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -12332653.000000 Penalty: 5725.918945
	Iteration 2Q: 3 clusters Score -1.233265e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -12334923.000000 Penalty: 5725.918945
	Iteration 3Q: 3 clusters Score -1.233492e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -12338296.000000 Penalty: 5725.918945
	Iteration 4F: 3 clusters Score -1.23383e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -12343807.000000 Penalty: 5725.918945
	Iteration 5F: 3 clusters Score -1.234381e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -12350955.000000 Penalty: 5725.918945
	Iteration 6F: 3 clusters Score -1.235096e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -12358332.000000 Penalty: 5725.918945
	Iteration 7F: 3 clusters Score -1.235833e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -12362522.000000 Penalty: 5725.918945
	Iteration 8F: 3 clusters Score -1.236252e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -12364145.000000 Penalty: 5725.918945
	Iteration 9Q: 3 clusters Score -1.236414e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -12364926.000000 Penalty: 5725.918945
	Iteration 10Q: 3 clusters Score -1.236493e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
Score: -12365321.000000 Penalty: 5725.918945
	Iteration 11Q: 3 clusters Score -1.236532e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 76093 members 
Entering Unmasked Estep 
Score: -12365608.000000 Penalty: 5725.918945
	Iteration 12Q: 3 clusters Score -1.236561e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -12365879.000000 Penalty: 5725.918945
	Iteration 13Q: 3 clusters Score -1.236588e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 77718 members 
Entering Unmasked Estep 
Score: -12366150.000000 Penalty: 5725.918945
	Iteration 14Q: 3 clusters Score -1.236615e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -12366394.000000 Penalty: 5725.918945
	Iteration 15Q: 3 clusters Score -1.236639e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -12366605.000000 Penalty: 5725.918945
	Iteration 16Q: 3 clusters Score -1.23666e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 80003 members 
Entering Unmasked Estep 
Score: -12366856.000000 Penalty: 5725.918945
	Iteration 17Q: 3 clusters Score -1.236686e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -12367041.000000 Penalty: 5725.918945
	Iteration 18Q: 3 clusters Score -1.236704e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -12367266.000000 Penalty: 5725.918945
	Iteration 19Q: 3 clusters Score -1.236727e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 82146 members 
Entering Unmasked Estep 
Score: -12367420.000000 Penalty: 5725.918945
	Iteration 20F: 3 clusters Score -1.236742e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -12367509.000000 Penalty: 5725.918945
	Iteration 21Q: 3 clusters Score -1.236751e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
Score: -12367655.000000 Penalty: 5725.918945
	Iteration 22Q: 3 clusters Score -1.236766e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 83902 members 
Entering Unmasked Estep 
Score: -12367769.000000 Penalty: 5725.918945
	Iteration 23Q: 3 clusters Score -1.236777e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 84428 members 
Entering Unmasked Estep 
Score: -12367854.000000 Penalty: 5725.918945
	Iteration 24Q: 3 clusters Score -1.236785e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -12367895.000000 Penalty: 5725.918945
	Iteration 25Q: 3 clusters Score -1.23679e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 85444 members 
Entering Unmasked Estep 
Score: -12368018.000000 Penalty: 5725.918945
	Iteration 26Q: 3 clusters Score -1.236802e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -12368150.000000 Penalty: 5725.918945
	Iteration 27Q: 3 clusters Score -1.236815e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -12368194.000000 Penalty: 5725.918945
	Iteration 28Q: 3 clusters Score -1.236819e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -12368317.000000 Penalty: 5725.918945
	Iteration 29Q: 3 clusters Score -1.236832e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 87404 members 
Entering Unmasked Estep 
Score: -12368366.000000 Penalty: 5725.918945
	Iteration 30Q: 3 clusters Score -1.236837e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 87865 members 
Entering Unmasked Estep 
Score: -12368474.000000 Penalty: 5725.918945
	Iteration 31Q: 3 clusters Score -1.236847e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 88334 members 
Entering Unmasked Estep 
Score: -12368557.000000 Penalty: 5725.918945
	Iteration 32Q: 3 clusters Score -1.236856e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -12368601.000000 Penalty: 5725.918945
	Iteration 33Q: 3 clusters Score -1.23686e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -12368700.000000 Penalty: 5725.918945
	Iteration 34Q: 3 clusters Score -1.23687e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 89816 members 
Entering Unmasked Estep 
Score: -12368757.000000 Penalty: 5725.918945
	Iteration 35Q: 3 clusters Score -1.236876e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 90282 members 
Entering Unmasked Estep 
Score: -12368819.000000 Penalty: 5725.918945
	Iteration 36Q: 3 clusters Score -1.236882e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -12368892.000000 Penalty: 5725.918945
	Iteration 37Q: 3 clusters Score -1.236889e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 91273 members 
Entering Unmasked Estep 
Score: -12369038.000000 Penalty: 5725.918945
	Iteration 38Q: 3 clusters Score -1.236904e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -12369114.000000 Penalty: 5725.918945
	Iteration 39Q: 3 clusters Score -1.236911e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 92298 members 
Entering Unmasked Estep 
Score: -12369198.000000 Penalty: 5725.918945
	Iteration 40F: 3 clusters Score -1.23692e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 92791 members 
Entering Unmasked Estep 
Score: -12369301.000000 Penalty: 5725.918945
	Iteration 41Q: 3 clusters Score -1.23693e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -12369392.000000 Penalty: 5725.918945
	Iteration 42Q: 3 clusters Score -1.236939e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 93737 members 
Entering Unmasked Estep 
Score: -12369492.000000 Penalty: 5725.918945
	Iteration 43Q: 3 clusters Score -1.236949e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -12369588.000000 Penalty: 5725.918945
	Iteration 44Q: 3 clusters Score -1.236959e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -12369695.000000 Penalty: 5725.918945
	Iteration 45Q: 3 clusters Score -1.23697e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 94933 members 
Entering Unmasked Estep 
Score: -12369717.000000 Penalty: 5725.918945
	Iteration 46Q: 3 clusters Score -1.236972e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -12369802.000000 Penalty: 5725.918945
	Iteration 47Q: 3 clusters Score -1.23698e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 95598 members 
Entering Unmasked Estep 
Score: -12369773.000000 Penalty: 5725.918945
	Iteration 48Q: 3 clusters Score -1.236977e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -12369813.000000 Penalty: 5725.918945
	Iteration 49Q: 3 clusters Score -1.236981e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 96086 members 
Entering Unmasked Estep 
Score: -12369868.000000 Penalty: 5725.918945
	Iteration 50Q: 3 clusters Score -1.236987e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
Score: -12369891.000000 Penalty: 5725.918945
	Iteration 51Q: 3 clusters Score -1.236989e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 96454 members 
Entering Unmasked Estep 
Score: -12369933.000000 Penalty: 5725.918945
	Iteration 52Q: 3 clusters Score -1.236993e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -12369943.000000 Penalty: 5725.918945
	Iteration 53Q: 3 clusters Score -1.236994e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 96805 members 
Entering Unmasked Estep 
Score: -12369964.000000 Penalty: 5725.918945
	Iteration 54Q: 3 clusters Score -1.236996e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 96994 members 
Entering Unmasked Estep 
Score: -12369978.000000 Penalty: 5725.918945
	Iteration 55Q: 3 clusters Score -1.236998e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -12370013.000000 Penalty: 5725.918945
	Iteration 56Q: 3 clusters Score -1.237001e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 97287 members 
Entering Unmasked Estep 
Score: -12370039.000000 Penalty: 5725.918945
	Iteration 57Q: 3 clusters Score -1.237004e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -12370103.000000 Penalty: 5725.918945
	Iteration 58Q: 3 clusters Score -1.23701e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 97556 members 
Entering Unmasked Estep 
Score: -12370106.000000 Penalty: 5725.918945
	Iteration 59Q: 3 clusters Score -1.237011e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 97684 members 
Entering Unmasked Estep 
Score: -12370145.000000 Penalty: 5725.918945
	Iteration 60F: 3 clusters Score -1.237014e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 97812 members 
Entering Unmasked Estep 
Score: -12370145.000000 Penalty: 5725.918945
	Iteration 61Q: 3 clusters Score -1.237014e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 97923 members 
Entering Unmasked Estep 
Score: -12370189.000000 Penalty: 5725.918945
	Iteration 62Q: 3 clusters Score -1.237019e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 98036 members 
Entering Unmasked Estep 
Score: -12370164.000000 Penalty: 5725.918945
	Iteration 63Q: 3 clusters Score -1.237016e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 98156 members 
Entering Unmasked Estep 
Score: -12370195.000000 Penalty: 5725.918945
	Iteration 64Q: 3 clusters Score -1.23702e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 98245 members 
Entering Unmasked Estep 
Score: -12370209.000000 Penalty: 5725.918945
	Iteration 65Q: 3 clusters Score -1.237021e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 98321 members 
Entering Unmasked Estep 
Score: -12370188.000000 Penalty: 5725.918945
	Iteration 66Q: 3 clusters Score -1.237019e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -12370207.000000 Penalty: 5725.918945
	Iteration 67Q: 3 clusters Score -1.237021e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 98476 members 
Entering Unmasked Estep 
Score: -12370235.000000 Penalty: 5725.918945
	Iteration 68Q: 3 clusters Score -1.237024e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 98548 members 
Entering Unmasked Estep 
Score: -12370253.000000 Penalty: 5725.918945
	Iteration 69Q: 3 clusters Score -1.237025e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 98616 members 
Entering Unmasked Estep 
Score: -12370284.000000 Penalty: 5725.918945
	Iteration 70Q: 3 clusters Score -1.237028e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 98679 members 
Entering Unmasked Estep 
Score: -12370279.000000 Penalty: 5725.918945
	Iteration 71Q: 3 clusters Score -1.237028e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 98737 members 
Entering Unmasked Estep 
Score: -12370259.000000 Penalty: 5725.918945
	Iteration 72Q: 3 clusters Score -1.237026e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 98790 members 
Entering Unmasked Estep 
Score: -12370259.000000 Penalty: 5725.918945
	Iteration 73Q: 3 clusters Score -1.237026e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 98832 members 
Entering Unmasked Estep 
Score: -12370282.000000 Penalty: 5725.918945
	Iteration 74Q: 3 clusters Score -1.237028e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 98871 members 
Entering Unmasked Estep 
Score: -12370291.000000 Penalty: 5725.918945
	Iteration 75Q: 3 clusters Score -1.237029e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -12370290.000000 Penalty: 5725.918945
	Iteration 76Q: 3 clusters Score -1.237029e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -12370296.000000 Penalty: 5725.918945
	Iteration 77Q: 3 clusters Score -1.23703e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 99005 members 
Entering Unmasked Estep 
Score: -12370304.000000 Penalty: 5725.918945
	Iteration 78Q: 3 clusters Score -1.23703e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 99050 members 
Entering Unmasked Estep 
Score: -12370317.000000 Penalty: 5725.918945
	Iteration 79Q: 3 clusters Score -1.237032e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -12370306.000000 Penalty: 5725.918945
	Iteration 80F: 3 clusters Score -1.237031e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 99145 members 
Entering Unmasked Estep 
Score: -12370312.000000 Penalty: 5725.918945
	Iteration 81Q: 3 clusters Score -1.237031e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 99176 members 
Entering Unmasked Estep 
Score: -12370313.000000 Penalty: 5725.918945
	Iteration 82Q: 3 clusters Score -1.237031e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -12370305.000000 Penalty: 5725.918945
	Iteration 83Q: 3 clusters Score -1.23703e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 99222 members 
Entering Unmasked Estep 
Score: -12370290.000000 Penalty: 5725.918945
	Iteration 84Q: 3 clusters Score -1.237029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -12370290.000000 Penalty: 5725.918945
	Iteration 85Q: 3 clusters Score -1.237029e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -12370276.000000 Penalty: 5725.918945
	Iteration 86Q: 3 clusters Score -1.237028e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 99304 members 
Entering Unmasked Estep 
Score: -12370273.000000 Penalty: 5725.918945
	Iteration 87Q: 3 clusters Score -1.237027e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 99330 members 
Entering Unmasked Estep 
Score: -12370283.000000 Penalty: 5725.918945
	Iteration 88Q: 3 clusters Score -1.237028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -12370282.000000 Penalty: 5725.918945
	Iteration 89Q: 3 clusters Score -1.237028e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -12370288.000000 Penalty: 5725.918945
	Iteration 90Q: 3 clusters Score -1.237029e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 99406 members 
Entering Unmasked Estep 
Score: -12370293.000000 Penalty: 5725.918945
	Iteration 91Q: 3 clusters Score -1.237029e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 99441 members 
Entering Unmasked Estep 
Score: -12370305.000000 Penalty: 5725.918945
	Iteration 92Q: 3 clusters Score -1.23703e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -12370288.000000 Penalty: 5725.918945
	Iteration 93Q: 3 clusters Score -1.237029e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 99484 members 
Entering Unmasked Estep 
Score: -12370294.000000 Penalty: 5725.918945
	Iteration 94Q: 3 clusters Score -1.237029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 99499 members 
Entering Unmasked Estep 
Score: -12370296.000000 Penalty: 5725.918945
	Iteration 95Q: 3 clusters Score -1.23703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -12370291.000000 Penalty: 5725.918945
	Iteration 96Q: 3 clusters Score -1.237029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 99528 members 
Entering Unmasked Estep 
Score: -12370298.000000 Penalty: 5725.918945
	Iteration 97Q: 3 clusters Score -1.23703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 99544 members 
Entering Unmasked Estep 
Score: -12370297.000000 Penalty: 5725.918945
	Iteration 98Q: 3 clusters Score -1.23703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 99557 members 
Entering Unmasked Estep 
Score: -12370302.000000 Penalty: 5725.918945
	Iteration 99Q: 3 clusters Score -1.23703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 99569 members 
Entering Unmasked Estep 
Score: -12370298.000000 Penalty: 5725.918945
	Iteration 100F: 3 clusters Score -1.23703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 99577 members 
Entering Unmasked Estep 
Score: -12370316.000000 Penalty: 5725.918945
	Iteration 101Q: 3 clusters Score -1.237032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 99588 members 
Entering Unmasked Estep 
Score: -12370307.000000 Penalty: 5725.918945
	Iteration 102Q: 3 clusters Score -1.237031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 99598 members 
Entering Unmasked Estep 
Score: -12370318.000000 Penalty: 5725.918945
	Iteration 103Q: 3 clusters Score -1.237032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -12370310.000000 Penalty: 5725.918945
	Iteration 104Q: 3 clusters Score -1.237031e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 99628 members 
Entering Unmasked Estep 
Score: -12370310.000000 Penalty: 5725.918945
	Iteration 105Q: 3 clusters Score -1.237031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 99639 members 
Entering Unmasked Estep 
Score: -12370302.000000 Penalty: 5725.918945
	Iteration 106Q: 3 clusters Score -1.23703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 99645 members 
Entering Unmasked Estep 
Score: -12370311.000000 Penalty: 5725.918945
	Iteration 107Q: 3 clusters Score -1.237031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 99652 members 
Entering Unmasked Estep 
Score: -12370314.000000 Penalty: 5725.918945
	Iteration 108Q: 3 clusters Score -1.237031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 99659 members 
Entering Unmasked Estep 
Score: -12370311.000000 Penalty: 5725.918945
	Iteration 109Q: 3 clusters Score -1.237031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 99663 members 
Entering Unmasked Estep 
Score: -12370316.000000 Penalty: 5725.918945
	Iteration 110Q: 3 clusters Score -1.237032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 99666 members 
Entering Unmasked Estep 
Score: -12370326.000000 Penalty: 5725.918945
	Iteration 111Q: 3 clusters Score -1.237033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 99670 members 
Entering Unmasked Estep 
Score: -12370318.000000 Penalty: 5725.918945
	Iteration 112Q: 3 clusters Score -1.237032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -12370317.000000 Penalty: 5725.918945
	Iteration 113Q: 3 clusters Score -1.237032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -12370322.000000 Penalty: 5725.918945
	Iteration 114Q: 3 clusters Score -1.237032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -12370324.000000 Penalty: 5725.918945
	Iteration 115Q: 3 clusters Score -1.237032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
Score: -12370327.000000 Penalty: 5725.918945
	Iteration 116Q: 3 clusters Score -1.237033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -12370318.000000 Penalty: 5725.918945
	Iteration 117Q: 3 clusters Score -1.237032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 99692 members 
Entering Unmasked Estep 
Score: -12370303.000000 Penalty: 5725.918945
	Iteration 118Q: 3 clusters Score -1.23703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 99694 members 
Entering Unmasked Estep 
Score: -12370300.000000 Penalty: 5725.918945
	Iteration 119Q: 3 clusters Score -1.23703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 99696 members 
Entering Unmasked Estep 
Score: -12370307.000000 Penalty: 5725.918945
	Iteration 120F: 3 clusters Score -1.237031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 99699 members 
Entering Unmasked Estep 
Score: -12370315.000000 Penalty: 5725.918945
	Iteration 121Q: 3 clusters Score -1.237032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -12370306.000000 Penalty: 5725.918945
	Iteration 122Q: 3 clusters Score -1.237031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -12370306.000000 Penalty: 5725.918945
	Iteration 123F: 3 clusters Score -1.237031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (152556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152556 members 
Entering Unmasked Estep 
Score: -18202740.000000 Penalty: 2959.951172
	Iteration 0F: 2 clusters Score -1.820274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 76285 members 
Entering Unmasked Estep 
Score: -18101018.000000 Penalty: 5919.902344
	Iteration 0F: 3 clusters Score -1.810102e+07 nChanged 73031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -18142870.000000 Penalty: 5919.902344
	Iteration 1F: 3 clusters Score -1.814287e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -18143630.000000 Penalty: 5919.902344
	Iteration 2Q: 3 clusters Score -1.814363e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75740 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -18144226.000000 Penalty: 5919.902344
	Iteration 3Q: 3 clusters Score -1.814423e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75227 members 
Mstep: Class 2 contains 77329 members 
Entering Unmasked Estep 
Score: -18145168.000000 Penalty: 5919.902344
	Iteration 4Q: 3 clusters Score -1.814517e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74421 members 
Mstep: Class 2 contains 78135 members 
Entering Unmasked Estep 
Score: -18145920.000000 Penalty: 5919.902344
	Iteration 5Q: 3 clusters Score -1.814592e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -18146936.000000 Penalty: 5919.902344
	Iteration 6Q: 3 clusters Score -1.814694e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71055 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -18148444.000000 Penalty: 5919.902344
	Iteration 7Q: 3 clusters Score -1.814844e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -18150718.000000 Penalty: 5919.902344
	Iteration 8Q: 3 clusters Score -1.815072e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 89116 members 
Entering Unmasked Estep 
Score: -18154064.000000 Penalty: 5919.902344
	Iteration 9Q: 3 clusters Score -1.815406e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -18159124.000000 Penalty: 5919.902344
	Iteration 10F: 3 clusters Score -1.815912e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 102372 members 
Entering Unmasked Estep 
Score: -18166040.000000 Penalty: 5919.902344
	Iteration 11F: 3 clusters Score -1.816604e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 109555 members 
Entering Unmasked Estep 
Score: -18173412.000000 Penalty: 5919.902344
	Iteration 12F: 3 clusters Score -1.817341e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 115360 members 
Entering Unmasked Estep 
Score: -18179572.000000 Penalty: 5919.902344
	Iteration 13F: 3 clusters Score -1.817957e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 119705 members 
Entering Unmasked Estep 
Score: -18183484.000000 Penalty: 5919.902344
	Iteration 14Q: 3 clusters Score -1.818348e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -18186060.000000 Penalty: 5919.902344
	Iteration 15Q: 3 clusters Score -1.818606e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 126036 members 
Entering Unmasked Estep 
Score: -18187976.000000 Penalty: 5919.902344
	Iteration 16Q: 3 clusters Score -1.818798e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 128742 members 
Entering Unmasked Estep 
Score: -18189588.000000 Penalty: 5919.902344
	Iteration 17Q: 3 clusters Score -1.818959e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 131254 members 
Entering Unmasked Estep 
Score: -18191110.000000 Penalty: 5919.902344
	Iteration 18Q: 3 clusters Score -1.819111e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 133455 members 
Entering Unmasked Estep 
Score: -18192544.000000 Penalty: 5919.902344
	Iteration 19Q: 3 clusters Score -1.819254e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 135270 members 
Entering Unmasked Estep 
Score: -18193582.000000 Penalty: 5919.902344
	Iteration 20F: 3 clusters Score -1.819358e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 136879 members 
Entering Unmasked Estep 
Score: -18194394.000000 Penalty: 5919.902344
	Iteration 21Q: 3 clusters Score -1.819439e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 138216 members 
Entering Unmasked Estep 
Score: -18195178.000000 Penalty: 5919.902344
	Iteration 22Q: 3 clusters Score -1.819518e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 139409 members 
Entering Unmasked Estep 
Score: -18195700.000000 Penalty: 5919.902344
	Iteration 23Q: 3 clusters Score -1.81957e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 140480 members 
Entering Unmasked Estep 
Score: -18196076.000000 Penalty: 5919.902344
	Iteration 24Q: 3 clusters Score -1.819608e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 141459 members 
Entering Unmasked Estep 
Score: -18196538.000000 Penalty: 5919.902344
	Iteration 25Q: 3 clusters Score -1.819654e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 142387 members 
Entering Unmasked Estep 
Score: -18196950.000000 Penalty: 5919.902344
	Iteration 26Q: 3 clusters Score -1.819695e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 143277 members 
Entering Unmasked Estep 
Score: -18197176.000000 Penalty: 5919.902344
	Iteration 27Q: 3 clusters Score -1.819718e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 144151 members 
Entering Unmasked Estep 
Score: -18197480.000000 Penalty: 5919.902344
	Iteration 28Q: 3 clusters Score -1.819748e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 144998 members 
Entering Unmasked Estep 
Score: -18197826.000000 Penalty: 5919.902344
	Iteration 29Q: 3 clusters Score -1.819783e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 145825 members 
Entering Unmasked Estep 
Score: -18198112.000000 Penalty: 5919.902344
	Iteration 30Q: 3 clusters Score -1.819811e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 146602 members 
Entering Unmasked Estep 
Score: -18198280.000000 Penalty: 5919.902344
	Iteration 31Q: 3 clusters Score -1.819828e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 147354 members 
Entering Unmasked Estep 
Score: -18198600.000000 Penalty: 5919.902344
	Iteration 32Q: 3 clusters Score -1.81986e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 148031 members 
Entering Unmasked Estep 
Score: -18198950.000000 Penalty: 5919.902344
	Iteration 33Q: 3 clusters Score -1.819895e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 148630 members 
Entering Unmasked Estep 
Score: -18199188.000000 Penalty: 5919.902344
	Iteration 34Q: 3 clusters Score -1.819919e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 149145 members 
Entering Unmasked Estep 
Score: -18199306.000000 Penalty: 5919.902344
	Iteration 35Q: 3 clusters Score -1.819931e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 149596 members 
Entering Unmasked Estep 
Score: -18199528.000000 Penalty: 5919.902344
	Iteration 36Q: 3 clusters Score -1.819953e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 149977 members 
Entering Unmasked Estep 
Score: -18199594.000000 Penalty: 5919.902344
	Iteration 37Q: 3 clusters Score -1.819959e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 150329 members 
Entering Unmasked Estep 
Score: -18199724.000000 Penalty: 5919.902344
	Iteration 38Q: 3 clusters Score -1.819972e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 150638 members 
Entering Unmasked Estep 
Score: -18199826.000000 Penalty: 5919.902344
	Iteration 39Q: 3 clusters Score -1.819983e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 150879 members 
Entering Unmasked Estep 
Score: -18199938.000000 Penalty: 5919.902344
	Iteration 40F: 3 clusters Score -1.819994e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 151073 members 
Entering Unmasked Estep 
Score: -18200068.000000 Penalty: 5919.902344
	Iteration 41Q: 3 clusters Score -1.820007e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 151213 members 
Entering Unmasked Estep 
Score: -18200148.000000 Penalty: 5919.902344
	Iteration 42Q: 3 clusters Score -1.820015e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 151332 members 
Entering Unmasked Estep 
Score: -18200194.000000 Penalty: 5919.902344
	Iteration 43Q: 3 clusters Score -1.820019e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 151416 members 
Entering Unmasked Estep 
Score: -18200238.000000 Penalty: 5919.902344
	Iteration 44Q: 3 clusters Score -1.820024e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 151481 members 
Entering Unmasked Estep 
Score: -18200266.000000 Penalty: 5919.902344
	Iteration 45Q: 3 clusters Score -1.820027e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 151527 members 
Entering Unmasked Estep 
Score: -18200318.000000 Penalty: 5919.902344
	Iteration 46Q: 3 clusters Score -1.820032e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 151563 members 
Entering Unmasked Estep 
Score: -18200336.000000 Penalty: 5919.902344
	Iteration 47Q: 3 clusters Score -1.820034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 151592 members 
Entering Unmasked Estep 
Score: -18200324.000000 Penalty: 5919.902344
	Iteration 48Q: 3 clusters Score -1.820032e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 151618 members 
Entering Unmasked Estep 
Score: -18200314.000000 Penalty: 5919.902344
	Iteration 49Q: 3 clusters Score -1.820031e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 151647 members 
Entering Unmasked Estep 
Score: -18200322.000000 Penalty: 5919.902344
	Iteration 50Q: 3 clusters Score -1.820032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 151667 members 
Entering Unmasked Estep 
Score: -18200304.000000 Penalty: 5919.902344
	Iteration 51Q: 3 clusters Score -1.82003e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 151687 members 
Entering Unmasked Estep 
Score: -18200322.000000 Penalty: 5919.902344
	Iteration 52Q: 3 clusters Score -1.820032e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 151708 members 
Entering Unmasked Estep 
Score: -18200306.000000 Penalty: 5919.902344
	Iteration 53Q: 3 clusters Score -1.820031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 151718 members 
Entering Unmasked Estep 
Score: -18200290.000000 Penalty: 5919.902344
	Iteration 54Q: 3 clusters Score -1.820029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 151728 members 
Entering Unmasked Estep 
Score: -18200306.000000 Penalty: 5919.902344
	Iteration 55Q: 3 clusters Score -1.820031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 151739 members 
Entering Unmasked Estep 
Score: -18200330.000000 Penalty: 5919.902344
	Iteration 56Q: 3 clusters Score -1.820033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 151745 members 
Entering Unmasked Estep 
Score: -18200308.000000 Penalty: 5919.902344
	Iteration 57Q: 3 clusters Score -1.820031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 151749 members 
Entering Unmasked Estep 
Score: -18200294.000000 Penalty: 5919.902344
	Iteration 58Q: 3 clusters Score -1.820029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 151751 members 
Entering Unmasked Estep 
Score: -18200306.000000 Penalty: 5919.902344
	Iteration 59Q: 3 clusters Score -1.820031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 151751 members 
Entering Unmasked Estep 
Score: -18200306.000000 Penalty: 5919.902344
	Iteration 60F: 3 clusters Score -1.820031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (171915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171915 members 
Entering Unmasked Estep 
Score: -20607112.000000 Penalty: 2989.579346
	Iteration 0F: 2 clusters Score -2.060711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85163 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -20499488.000000 Penalty: 5979.158691
	Iteration 0F: 3 clusters Score -2.049949e+07 nChanged 82461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 97669 members 
Entering Unmasked Estep 
Score: -20548170.000000 Penalty: 5979.158691
	Iteration 1F: 3 clusters Score -2.054817e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 104804 members 
Entering Unmasked Estep 
Score: -20551430.000000 Penalty: 5979.158691
	Iteration 2Q: 3 clusters Score -2.055143e+07 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 115354 members 
Entering Unmasked Estep 
Score: -20557766.000000 Penalty: 5979.158691
	Iteration 3F: 3 clusters Score -2.055777e+07 nChanged 14627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 129979 members 
Entering Unmasked Estep 
Score: -20569456.000000 Penalty: 5979.158691
	Iteration 4F: 3 clusters Score -2.056946e+07 nChanged 17425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 147404 members 
Entering Unmasked Estep 
Score: -20585802.000000 Penalty: 5979.158691
	Iteration 5F: 3 clusters Score -2.05858e+07 nChanged 14587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 161991 members 
Entering Unmasked Estep 
Score: -20597740.000000 Penalty: 5979.158691
	Iteration 6F: 3 clusters Score -2.059774e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 168946 members 
Entering Unmasked Estep 
Score: -20602320.000000 Penalty: 5979.158691
	Iteration 7Q: 3 clusters Score -2.060232e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 171024 members 
Entering Unmasked Estep 
Score: -20603690.000000 Penalty: 5979.158691
	Iteration 8Q: 3 clusters Score -2.060369e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 171518 members 
Entering Unmasked Estep 
Score: -20604162.000000 Penalty: 5979.158691
	Iteration 9Q: 3 clusters Score -2.060416e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 171625 members 
Entering Unmasked Estep 
Score: -20604350.000000 Penalty: 5979.158691
	Iteration 10Q: 3 clusters Score -2.060435e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 171645 members 
Entering Unmasked Estep 
Score: -20604420.000000 Penalty: 5979.158691
	Iteration 11Q: 3 clusters Score -2.060442e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 171660 members 
Entering Unmasked Estep 
Score: -20604474.000000 Penalty: 5979.158691
	Iteration 12Q: 3 clusters Score -2.060447e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 171666 members 
Entering Unmasked Estep 
Score: -20604508.000000 Penalty: 5979.158691
	Iteration 13Q: 3 clusters Score -2.060451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 171666 members 
Entering Unmasked Estep 
Score: -20604526.000000 Penalty: 5979.158691
	Iteration 14Q: 3 clusters Score -2.060453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 171670 members 
Entering Unmasked Estep 
Score: -20604560.000000 Penalty: 5979.158691
	Iteration 15Q: 3 clusters Score -2.060456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 171670 members 
Entering Unmasked Estep 
Score: -20604560.000000 Penalty: 5979.158691
	Iteration 16Q: 3 clusters Score -2.060456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 171670 members 
Entering Unmasked Estep 
Score: -20604566.000000 Penalty: 5979.158691
	Iteration 17Q: 3 clusters Score -2.060457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 171670 members 
Entering Unmasked Estep 
Score: -20604566.000000 Penalty: 5979.158691
	Iteration 18F: 3 clusters Score -2.060457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71352 members 
Entering Unmasked Estep 
Score: -8536339.000000 Penalty: 2771.494385
	Iteration 0F: 2 clusters Score -8536339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -8488503.000000 Penalty: 5542.988770
	Iteration 0F: 3 clusters Score -8488503 nChanged 33409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -8507122.000000 Penalty: 5542.988770
	Iteration 1F: 3 clusters Score -8507122 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -8507752.000000 Penalty: 5542.988770
	Iteration 2Q: 3 clusters Score -8507752 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -8508301.000000 Penalty: 5542.988770
	Iteration 3Q: 3 clusters Score -8508301 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -8508947.000000 Penalty: 5542.988770
	Iteration 4Q: 3 clusters Score -8508947 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -8509810.000000 Penalty: 5542.988770
	Iteration 5Q: 3 clusters Score -8509810 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -8510856.000000 Penalty: 5542.988770
	Iteration 6Q: 3 clusters Score -8510856 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -8512332.000000 Penalty: 5542.988770
	Iteration 7Q: 3 clusters Score -8512332 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -8514473.000000 Penalty: 5542.988770
	Iteration 8F: 3 clusters Score -8514473 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -8517375.000000 Penalty: 5542.988770
	Iteration 9F: 3 clusters Score -8517375 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -8520429.000000 Penalty: 5542.988770
	Iteration 10F: 3 clusters Score -8520429 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -8522627.000000 Penalty: 5542.988770
	Iteration 11F: 3 clusters Score -8522627 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -8523680.000000 Penalty: 5542.988770
	Iteration 12Q: 3 clusters Score -8523680 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -8524076.000000 Penalty: 5542.988770
	Iteration 13Q: 3 clusters Score -8524076 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -8524257.000000 Penalty: 5542.988770
	Iteration 14Q: 3 clusters Score -8524257 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -8524387.000000 Penalty: 5542.988770
	Iteration 15Q: 3 clusters Score -8524387 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -8524456.000000 Penalty: 5542.988770
	Iteration 16Q: 3 clusters Score -8524456 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -8524586.000000 Penalty: 5542.988770
	Iteration 17Q: 3 clusters Score -8524586 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -8524684.000000 Penalty: 5542.988770
	Iteration 18Q: 3 clusters Score -8524684 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -8524755.000000 Penalty: 5542.988770
	Iteration 19Q: 3 clusters Score -8524755 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -8524835.000000 Penalty: 5542.988770
	Iteration 20F: 3 clusters Score -8524835 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -8524904.000000 Penalty: 5542.988770
	Iteration 21Q: 3 clusters Score -8524904 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -8524942.000000 Penalty: 5542.988770
	Iteration 22Q: 3 clusters Score -8524942 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -8525016.000000 Penalty: 5542.988770
	Iteration 23Q: 3 clusters Score -8525016 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -8525154.000000 Penalty: 5542.988770
	Iteration 24Q: 3 clusters Score -8525154 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -8525278.000000 Penalty: 5542.988770
	Iteration 25Q: 3 clusters Score -8525278 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -8525372.000000 Penalty: 5542.988770
	Iteration 26Q: 3 clusters Score -8525372 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -8525514.000000 Penalty: 5542.988770
	Iteration 27Q: 3 clusters Score -8525514 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -8525693.000000 Penalty: 5542.988770
	Iteration 28Q: 3 clusters Score -8525693 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -8525873.000000 Penalty: 5542.988770
	Iteration 29Q: 3 clusters Score -8525873 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -8526063.000000 Penalty: 5542.988770
	Iteration 30Q: 3 clusters Score -8526063 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -8526333.000000 Penalty: 5542.988770
	Iteration 31Q: 3 clusters Score -8526333 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -8526627.000000 Penalty: 5542.988770
	Iteration 32Q: 3 clusters Score -8526627 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -8527002.000000 Penalty: 5542.988770
	Iteration 33Q: 3 clusters Score -8527002 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -8527436.000000 Penalty: 5542.988770
	Iteration 34Q: 3 clusters Score -8527436 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -8527766.000000 Penalty: 5542.988770
	Iteration 35Q: 3 clusters Score -8527766 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -8528110.000000 Penalty: 5542.988770
	Iteration 36Q: 3 clusters Score -8528110 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -8528515.000000 Penalty: 5542.988770
	Iteration 37Q: 3 clusters Score -8528515 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -8528929.000000 Penalty: 5542.988770
	Iteration 38Q: 3 clusters Score -8528929 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -8529267.000000 Penalty: 5542.988770
	Iteration 39Q: 3 clusters Score -8529267 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -8529582.000000 Penalty: 5542.988770
	Iteration 40F: 3 clusters Score -8529582 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -8529914.000000 Penalty: 5542.988770
	Iteration 41Q: 3 clusters Score -8529914 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -8530258.000000 Penalty: 5542.988770
	Iteration 42Q: 3 clusters Score -8530258 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -8530579.000000 Penalty: 5542.988770
	Iteration 43Q: 3 clusters Score -8530579 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -8530810.000000 Penalty: 5542.988770
	Iteration 44Q: 3 clusters Score -8530810 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 61398 members 
Entering Unmasked Estep 
Score: -8531076.000000 Penalty: 5542.988770
	Iteration 45Q: 3 clusters Score -8531076 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -8531322.000000 Penalty: 5542.988770
	Iteration 46Q: 3 clusters Score -8531322 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -8531603.000000 Penalty: 5542.988770
	Iteration 47Q: 3 clusters Score -8531603 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -8531882.000000 Penalty: 5542.988770
	Iteration 48Q: 3 clusters Score -8531882 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -8532083.000000 Penalty: 5542.988770
	Iteration 49Q: 3 clusters Score -8532083 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -8532294.000000 Penalty: 5542.988770
	Iteration 50Q: 3 clusters Score -8532294 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -8532436.000000 Penalty: 5542.988770
	Iteration 51Q: 3 clusters Score -8532436 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -8532561.000000 Penalty: 5542.988770
	Iteration 52Q: 3 clusters Score -8532561 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -8532705.000000 Penalty: 5542.988770
	Iteration 53Q: 3 clusters Score -8532705 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -8532868.000000 Penalty: 5542.988770
	Iteration 54Q: 3 clusters Score -8532868 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -8532965.000000 Penalty: 5542.988770
	Iteration 55Q: 3 clusters Score -8532965 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -8533111.000000 Penalty: 5542.988770
	Iteration 56Q: 3 clusters Score -8533111 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -8533219.000000 Penalty: 5542.988770
	Iteration 57Q: 3 clusters Score -8533219 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -8533319.000000 Penalty: 5542.988770
	Iteration 58Q: 3 clusters Score -8533319 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -8533397.000000 Penalty: 5542.988770
	Iteration 59Q: 3 clusters Score -8533397 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -8533473.000000 Penalty: 5542.988770
	Iteration 60F: 3 clusters Score -8533473 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -8533539.000000 Penalty: 5542.988770
	Iteration 61Q: 3 clusters Score -8533539 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -8533577.000000 Penalty: 5542.988770
	Iteration 62Q: 3 clusters Score -8533577 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -8533631.000000 Penalty: 5542.988770
	Iteration 63Q: 3 clusters Score -8533631 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -8533680.000000 Penalty: 5542.988770
	Iteration 64Q: 3 clusters Score -8533680 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -8533751.000000 Penalty: 5542.988770
	Iteration 65Q: 3 clusters Score -8533751 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 69422 members 
Entering Unmasked Estep 
Score: -8533809.000000 Penalty: 5542.988770
	Iteration 66Q: 3 clusters Score -8533809 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -8533838.000000 Penalty: 5542.988770
	Iteration 67Q: 3 clusters Score -8533838 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 69645 members 
Entering Unmasked Estep 
Score: -8533863.000000 Penalty: 5542.988770
	Iteration 68Q: 3 clusters Score -8533863 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -8533904.000000 Penalty: 5542.988770
	Iteration 69Q: 3 clusters Score -8533904 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -8533931.000000 Penalty: 5542.988770
	Iteration 70Q: 3 clusters Score -8533931 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 69886 members 
Entering Unmasked Estep 
Score: -8533966.000000 Penalty: 5542.988770
	Iteration 71Q: 3 clusters Score -8533966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -8533978.000000 Penalty: 5542.988770
	Iteration 72Q: 3 clusters Score -8533978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -8533991.000000 Penalty: 5542.988770
	Iteration 73Q: 3 clusters Score -8533991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 70023 members 
Entering Unmasked Estep 
Score: -8534013.000000 Penalty: 5542.988770
	Iteration 74Q: 3 clusters Score -8534013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -8534016.000000 Penalty: 5542.988770
	Iteration 75Q: 3 clusters Score -8534016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -8534028.000000 Penalty: 5542.988770
	Iteration 76Q: 3 clusters Score -8534028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -8534045.000000 Penalty: 5542.988770
	Iteration 77Q: 3 clusters Score -8534045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -8534046.000000 Penalty: 5542.988770
	Iteration 78Q: 3 clusters Score -8534046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -8534049.000000 Penalty: 5542.988770
	Iteration 79Q: 3 clusters Score -8534049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -8534063.000000 Penalty: 5542.988770
	Iteration 80F: 3 clusters Score -8534063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 70188 members 
Entering Unmasked Estep 
Score: -8534062.000000 Penalty: 5542.988770
	Iteration 81Q: 3 clusters Score -8534062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -8534069.000000 Penalty: 5542.988770
	Iteration 82Q: 3 clusters Score -8534069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -8534058.000000 Penalty: 5542.988770
	Iteration 83Q: 3 clusters Score -8534058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 70212 members 
Entering Unmasked Estep 
Score: -8534070.000000 Penalty: 5542.988770
	Iteration 84Q: 3 clusters Score -8534070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -8534072.000000 Penalty: 5542.988770
	Iteration 85Q: 3 clusters Score -8534072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -8534072.000000 Penalty: 5542.988770
	Iteration 86Q: 3 clusters Score -8534072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -8534074.000000 Penalty: 5542.988770
	Iteration 87Q: 3 clusters Score -8534074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -8534072.000000 Penalty: 5542.988770
	Iteration 88Q: 3 clusters Score -8534072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -8534066.000000 Penalty: 5542.988770
	Iteration 89Q: 3 clusters Score -8534066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -8534076.000000 Penalty: 5542.988770
	Iteration 90Q: 3 clusters Score -8534076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 70248 members 
Entering Unmasked Estep 
Score: -8534075.000000 Penalty: 5542.988770
	Iteration 91Q: 3 clusters Score -8534075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 70248 members 
Entering Unmasked Estep 
Score: -8534075.000000 Penalty: 5542.988770
	Iteration 92F: 3 clusters Score -8534075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (94762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94762 members 
Entering Unmasked Estep 
Score: -11314608.000000 Penalty: 2841.862549
	Iteration 0F: 2 clusters Score -1.131461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -11251228.000000 Penalty: 5683.725098
	Iteration 0F: 3 clusters Score -1.125123e+07 nChanged 44795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -11276587.000000 Penalty: 5683.725098
	Iteration 1F: 3 clusters Score -1.127659e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -11277424.000000 Penalty: 5683.725098
	Iteration 2Q: 3 clusters Score -1.127742e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -11278378.000000 Penalty: 5683.725098
	Iteration 3Q: 3 clusters Score -1.127838e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -11279751.000000 Penalty: 5683.725098
	Iteration 4Q: 3 clusters Score -1.127975e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -11281990.000000 Penalty: 5683.725098
	Iteration 5F: 3 clusters Score -1.128199e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -11285500.000000 Penalty: 5683.725098
	Iteration 6F: 3 clusters Score -1.12855e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -11291510.000000 Penalty: 5683.725098
	Iteration 7F: 3 clusters Score -1.129151e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -11298974.000000 Penalty: 5683.725098
	Iteration 8F: 3 clusters Score -1.129897e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -11305493.000000 Penalty: 5683.725098
	Iteration 9F: 3 clusters Score -1.130549e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -11309490.000000 Penalty: 5683.725098
	Iteration 10Q: 3 clusters Score -1.130949e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -11311150.000000 Penalty: 5683.725098
	Iteration 11Q: 3 clusters Score -1.131115e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 93756 members 
Entering Unmasked Estep 
Score: -11311755.000000 Penalty: 5683.725098
	Iteration 12Q: 3 clusters Score -1.131176e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 94027 members 
Entering Unmasked Estep 
Score: -11312035.000000 Penalty: 5683.725098
	Iteration 13Q: 3 clusters Score -1.131204e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 94126 members 
Entering Unmasked Estep 
Score: -11312147.000000 Penalty: 5683.725098
	Iteration 14Q: 3 clusters Score -1.131215e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 94184 members 
Entering Unmasked Estep 
Score: -11312215.000000 Penalty: 5683.725098
	Iteration 15Q: 3 clusters Score -1.131222e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 94222 members 
Entering Unmasked Estep 
Score: -11312268.000000 Penalty: 5683.725098
	Iteration 16Q: 3 clusters Score -1.131227e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 94245 members 
Entering Unmasked Estep 
Score: -11312288.000000 Penalty: 5683.725098
	Iteration 17Q: 3 clusters Score -1.131229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 94250 members 
Entering Unmasked Estep 
Score: -11312322.000000 Penalty: 5683.725098
	Iteration 18Q: 3 clusters Score -1.131232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -11312328.000000 Penalty: 5683.725098
	Iteration 19Q: 3 clusters Score -1.131233e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 94257 members 
Entering Unmasked Estep 
Score: -11312346.000000 Penalty: 5683.725098
	Iteration 20F: 3 clusters Score -1.131235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -11312352.000000 Penalty: 5683.725098
	Iteration 21Q: 3 clusters Score -1.131235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 94263 members 
Entering Unmasked Estep 
Score: -11312352.000000 Penalty: 5683.725098
	Iteration 22Q: 3 clusters Score -1.131235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 94265 members 
Entering Unmasked Estep 
Score: -11312359.000000 Penalty: 5683.725098
	Iteration 23Q: 3 clusters Score -1.131236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -11312358.000000 Penalty: 5683.725098
	Iteration 24Q: 3 clusters Score -1.131236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -11312367.000000 Penalty: 5683.725098
	Iteration 25Q: 3 clusters Score -1.131237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 94267 members 
Entering Unmasked Estep 
Score: -11312358.000000 Penalty: 5683.725098
	Iteration 26Q: 3 clusters Score -1.131236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 94267 members 
Entering Unmasked Estep 
Score: -11312358.000000 Penalty: 5683.725098
	Iteration 27F: 3 clusters Score -1.131236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Entering Unmasked Estep 
Score: -2325527.000000 Penalty: 2454.185547
	Iteration 0F: 2 clusters Score -2325527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2311703.750000 Penalty: 4908.371094
	Iteration 0F: 3 clusters Score -2311704 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2316377.750000 Penalty: 4908.371094
	Iteration 1F: 3 clusters Score -2316378 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2316866.000000 Penalty: 4908.371094
	Iteration 2F: 3 clusters Score -2316866 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2317338.500000 Penalty: 4908.371094
	Iteration 3F: 3 clusters Score -2317338 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2317912.250000 Penalty: 4908.371094
	Iteration 4F: 3 clusters Score -2317912 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2318623.250000 Penalty: 4908.371094
	Iteration 5F: 3 clusters Score -2318623 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2319531.750000 Penalty: 4908.371094
	Iteration 6F: 3 clusters Score -2319532 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2320576.500000 Penalty: 4908.371094
	Iteration 7F: 3 clusters Score -2320576 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2321505.500000 Penalty: 4908.371094
	Iteration 8F: 3 clusters Score -2321506 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2322283.250000 Penalty: 4908.371094
	Iteration 9F: 3 clusters Score -2322283 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2322826.750000 Penalty: 4908.371094
	Iteration 10Q: 3 clusters Score -2322827 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2323178.500000 Penalty: 4908.371094
	Iteration 11Q: 3 clusters Score -2323178 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2323400.500000 Penalty: 4908.371094
	Iteration 12Q: 3 clusters Score -2323400 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2323542.250000 Penalty: 4908.371094
	Iteration 13Q: 3 clusters Score -2323542 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2323632.250000 Penalty: 4908.371094
	Iteration 14Q: 3 clusters Score -2323632 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2323694.250000 Penalty: 4908.371094
	Iteration 15Q: 3 clusters Score -2323694 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2323732.500000 Penalty: 4908.371094
	Iteration 16Q: 3 clusters Score -2323732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2323753.000000 Penalty: 4908.371094
	Iteration 17Q: 3 clusters Score -2323753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2323790.250000 Penalty: 4908.371094
	Iteration 18Q: 3 clusters Score -2323790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2323812.500000 Penalty: 4908.371094
	Iteration 19Q: 3 clusters Score -2323812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2323821.500000 Penalty: 4908.371094
	Iteration 20F: 3 clusters Score -2323822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2323831.500000 Penalty: 4908.371094
	Iteration 21Q: 3 clusters Score -2323832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2323833.500000 Penalty: 4908.371094
	Iteration 22Q: 3 clusters Score -2323834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2323838.250000 Penalty: 4908.371094
	Iteration 23Q: 3 clusters Score -2323838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2323839.750000 Penalty: 4908.371094
	Iteration 24Q: 3 clusters Score -2323840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2323840.000000 Penalty: 4908.371094
	Iteration 25Q: 3 clusters Score -2323840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2323840.000000 Penalty: 4908.371094
	Iteration 26Q: 3 clusters Score -2323840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2323840.000000 Penalty: 4908.371094
	Iteration 27F: 3 clusters Score -2323840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Entering Unmasked Estep 
Score: -559600.875000 Penalty: 2117.709229
	Iteration 0F: 2 clusters Score -559600.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -555035.437500 Penalty: 4235.418457
	Iteration 0F: 3 clusters Score -555035.4 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -556217.875000 Penalty: 4235.418457
	Iteration 1F: 3 clusters Score -556217.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -556590.312500 Penalty: 4235.418457
	Iteration 2F: 3 clusters Score -556590.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -556932.375000 Penalty: 4235.418457
	Iteration 3F: 3 clusters Score -556932.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -557173.750000 Penalty: 4235.418457
	Iteration 4F: 3 clusters Score -557173.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -557373.125000 Penalty: 4235.418457
	Iteration 5Q: 3 clusters Score -557373.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -557532.125000 Penalty: 4235.418457
	Iteration 6Q: 3 clusters Score -557532.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -557653.062500 Penalty: 4235.418457
	Iteration 7Q: 3 clusters Score -557653.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -557775.312500 Penalty: 4235.418457
	Iteration 8Q: 3 clusters Score -557775.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -557914.750000 Penalty: 4235.418457
	Iteration 9Q: 3 clusters Score -557914.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -558033.750000 Penalty: 4235.418457
	Iteration 10Q: 3 clusters Score -558033.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -558149.687500 Penalty: 4235.418457
	Iteration 11Q: 3 clusters Score -558149.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -558238.000000 Penalty: 4235.418457
	Iteration 12Q: 3 clusters Score -558238 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -558296.875000 Penalty: 4235.418457
	Iteration 13Q: 3 clusters Score -558296.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -558346.437500 Penalty: 4235.418457
	Iteration 14Q: 3 clusters Score -558346.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -558387.687500 Penalty: 4235.418457
	Iteration 15Q: 3 clusters Score -558387.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -558412.937500 Penalty: 4235.418457
	Iteration 16Q: 3 clusters Score -558412.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -558426.687500 Penalty: 4235.418457
	Iteration 17Q: 3 clusters Score -558426.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -558433.375000 Penalty: 4235.418457
	Iteration 18Q: 3 clusters Score -558433.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -558438.125000 Penalty: 4235.418457
	Iteration 19Q: 3 clusters Score -558438.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -558445.312500 Penalty: 4235.418457
	Iteration 20F: 3 clusters Score -558445.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -558449.562500 Penalty: 4235.418457
	Iteration 21Q: 3 clusters Score -558449.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -558454.812500 Penalty: 4235.418457
	Iteration 22Q: 3 clusters Score -558454.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -558459.625000 Penalty: 4235.418457
	Iteration 23Q: 3 clusters Score -558459.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -558460.375000 Penalty: 4235.418457
	Iteration 24Q: 3 clusters Score -558460.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -558462.187500 Penalty: 4235.418457
	Iteration 25Q: 3 clusters Score -558462.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -558464.500000 Penalty: 4235.418457
	Iteration 26Q: 3 clusters Score -558464.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -558469.000000 Penalty: 4235.418457
	Iteration 27Q: 3 clusters Score -558469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -558468.437500 Penalty: 4235.418457
	Iteration 28Q: 3 clusters Score -558468.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -558472.312500 Penalty: 4235.418457
	Iteration 29Q: 3 clusters Score -558472.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -558475.500000 Penalty: 4235.418457
	Iteration 30Q: 3 clusters Score -558475.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -558475.812500 Penalty: 4235.418457
	Iteration 31Q: 3 clusters Score -558475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -558477.625000 Penalty: 4235.418457
	Iteration 32Q: 3 clusters Score -558477.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -558477.187500 Penalty: 4235.418457
	Iteration 33Q: 3 clusters Score -558477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -558479.250000 Penalty: 4235.418457
	Iteration 34Q: 3 clusters Score -558479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -558478.812500 Penalty: 4235.418457
	Iteration 35Q: 3 clusters Score -558478.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -558478.812500 Penalty: 4235.418457
	Iteration 36F: 3 clusters Score -558478.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Entering Unmasked Estep 
Score: -3471225.250000 Penalty: 2553.810303
	Iteration 0F: 2 clusters Score -3471225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3450962.000000 Penalty: 5107.620605
	Iteration 0F: 3 clusters Score -3450962 nChanged 13268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3458141.750000 Penalty: 5107.620605
	Iteration 1F: 3 clusters Score -3458142 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3458621.750000 Penalty: 5107.620605
	Iteration 2Q: 3 clusters Score -3458622 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3459093.250000 Penalty: 5107.620605
	Iteration 3Q: 3 clusters Score -3459093 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3459606.250000 Penalty: 5107.620605
	Iteration 4Q: 3 clusters Score -3459606 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3460259.250000 Penalty: 5107.620605
	Iteration 5Q: 3 clusters Score -3460259 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3461218.750000 Penalty: 5107.620605
	Iteration 6Q: 3 clusters Score -3461219 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3462749.750000 Penalty: 5107.620605
	Iteration 7F: 3 clusters Score -3462750 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3464659.250000 Penalty: 5107.620605
	Iteration 8F: 3 clusters Score -3464659 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3466401.750000 Penalty: 5107.620605
	Iteration 9F: 3 clusters Score -3466402 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3467635.500000 Penalty: 5107.620605
	Iteration 10F: 3 clusters Score -3467636 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3468381.000000 Penalty: 5107.620605
	Iteration 11Q: 3 clusters Score -3468381 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3468858.500000 Penalty: 5107.620605
	Iteration 12Q: 3 clusters Score -3468858 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3469247.250000 Penalty: 5107.620605
	Iteration 13Q: 3 clusters Score -3469247 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3469622.500000 Penalty: 5107.620605
	Iteration 14Q: 3 clusters Score -3469622 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3470020.000000 Penalty: 5107.620605
	Iteration 15Q: 3 clusters Score -3470020 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3470390.000000 Penalty: 5107.620605
	Iteration 16Q: 3 clusters Score -3470390 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3470726.000000 Penalty: 5107.620605
	Iteration 17Q: 3 clusters Score -3470726 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3471009.000000 Penalty: 5107.620605
	Iteration 18Q: 3 clusters Score -3471009 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3471150.750000 Penalty: 5107.620605
	Iteration 19Q: 3 clusters Score -3471151 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3471239.750000 Penalty: 5107.620605
	Iteration 20F: 3 clusters Score -3471240 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -3471298.500000 Penalty: 5107.620605
	Iteration 21Q: 3 clusters Score -3471298 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3471324.000000 Penalty: 5107.620605
	Iteration 22Q: 3 clusters Score -3471324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3471326.000000 Penalty: 5107.620605
	Iteration 23Q: 3 clusters Score -3471326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -3471336.000000 Penalty: 5107.620605
	Iteration 24Q: 3 clusters Score -3471336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3471343.500000 Penalty: 5107.620605
	Iteration 25Q: 3 clusters Score -3471344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3471342.750000 Penalty: 5107.620605
	Iteration 26Q: 3 clusters Score -3471343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3471342.250000 Penalty: 5107.620605
	Iteration 27Q: 3 clusters Score -3471342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3471342.750000 Penalty: 5107.620605
	Iteration 28Q: 3 clusters Score -3471343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3471348.000000 Penalty: 5107.620605
	Iteration 29Q: 3 clusters Score -3471348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3471346.500000 Penalty: 5107.620605
	Iteration 30Q: 3 clusters Score -3471346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3471338.750000 Penalty: 5107.620605
	Iteration 31Q: 3 clusters Score -3471339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -3471345.500000 Penalty: 5107.620605
	Iteration 32Q: 3 clusters Score -3471346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3471344.000000 Penalty: 5107.620605
	Iteration 33Q: 3 clusters Score -3471344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3471345.500000 Penalty: 5107.620605
	Iteration 34Q: 3 clusters Score -3471346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3471342.000000 Penalty: 5107.620605
	Iteration 35Q: 3 clusters Score -3471342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3471342.500000 Penalty: 5107.620605
	Iteration 36Q: 3 clusters Score -3471342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3471348.000000 Penalty: 5107.620605
	Iteration 37Q: 3 clusters Score -3471348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3471349.750000 Penalty: 5107.620605
	Iteration 38Q: 3 clusters Score -3471350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3471349.750000 Penalty: 5107.620605
	Iteration 39F: 3 clusters Score -3471350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174971 members 
Mstep: Class 2 contains 91617 members 
Mstep: Class 3 contains 35922 members 
Mstep: Class 4 contains 5271 members 
Mstep: Class 5 contains 170507 members 
Mstep: Class 6 contains 23364 members 
Mstep: Class 7 contains 11195 members 
Mstep: Class 8 contains 2482 members 
Mstep: Class 9 contains 8207 members 
Mstep: Class 10 contains 12880 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 11513 members 
Mstep: Class 13 contains 103176 members 
Mstep: Class 14 contains 152556 members 
Mstep: Class 15 contains 171915 members 
Mstep: Class 16 contains 71352 members 
Mstep: Class 17 contains 94762 members 
Mstep: Class 18 contains 19849 members 
Mstep: Class 19 contains 5111 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 7739 members 
Mstep: Class 22 contains 26555 members 
Mstep: Class 23 contains 11863 members 
Mstep: Class 24 contains 16143 members 
Mstep: Class 25 contains 3309 members 
Mstep: Class 26 contains 3933 members 
Mstep: Class 27 contains 39050 members 
Mstep: Class 28 contains 40126 members 
Mstep: Class 29 contains 23949 members 
Entering Unmasked Estep 
Score: -156050912.000000 Penalty: 101497.804688
Splitting cluster 20 changes total score from -156051936.000000 to -156050912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Entering Unmasked Estep 
Score: -901865.875000 Penalty: 2220.598877
	Iteration 0F: 2 clusters Score -901865.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -895640.312500 Penalty: 4441.197754
	Iteration 0F: 3 clusters Score -895640.3 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -897356.500000 Penalty: 4441.197754
	Iteration 1F: 3 clusters Score -897356.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -897655.062500 Penalty: 4441.197754
	Iteration 2F: 3 clusters Score -897655.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -897835.375000 Penalty: 4441.197754
	Iteration 3Q: 3 clusters Score -897835.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -897982.062500 Penalty: 4441.197754
	Iteration 4Q: 3 clusters Score -897982.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -898113.937500 Penalty: 4441.197754
	Iteration 5Q: 3 clusters Score -898113.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -898269.312500 Penalty: 4441.197754
	Iteration 6Q: 3 clusters Score -898269.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -898420.562500 Penalty: 4441.197754
	Iteration 7Q: 3 clusters Score -898420.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -898560.562500 Penalty: 4441.197754
	Iteration 8Q: 3 clusters Score -898560.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -898690.687500 Penalty: 4441.197754
	Iteration 9Q: 3 clusters Score -898690.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -898807.562500 Penalty: 4441.197754
	Iteration 10Q: 3 clusters Score -898807.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -898907.062500 Penalty: 4441.197754
	Iteration 11Q: 3 clusters Score -898907.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -899000.562500 Penalty: 4441.197754
	Iteration 12Q: 3 clusters Score -899000.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -899099.375000 Penalty: 4441.197754
	Iteration 13Q: 3 clusters Score -899099.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -899184.312500 Penalty: 4441.197754
	Iteration 14Q: 3 clusters Score -899184.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -899251.937500 Penalty: 4441.197754
	Iteration 15Q: 3 clusters Score -899251.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -899311.437500 Penalty: 4441.197754
	Iteration 16Q: 3 clusters Score -899311.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -899360.250000 Penalty: 4441.197754
	Iteration 17Q: 3 clusters Score -899360.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -899405.000000 Penalty: 4441.197754
	Iteration 18Q: 3 clusters Score -899405 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -899437.687500 Penalty: 4441.197754
	Iteration 19Q: 3 clusters Score -899437.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -899464.937500 Penalty: 4441.197754
	Iteration 20F: 3 clusters Score -899464.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -899487.812500 Penalty: 4441.197754
	Iteration 21Q: 3 clusters Score -899487.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -899519.125000 Penalty: 4441.197754
	Iteration 22Q: 3 clusters Score -899519.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -899541.000000 Penalty: 4441.197754
	Iteration 23Q: 3 clusters Score -899541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -899558.875000 Penalty: 4441.197754
	Iteration 24Q: 3 clusters Score -899558.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -899577.937500 Penalty: 4441.197754
	Iteration 25Q: 3 clusters Score -899577.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -899593.000000 Penalty: 4441.197754
	Iteration 26Q: 3 clusters Score -899593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -899608.625000 Penalty: 4441.197754
	Iteration 27Q: 3 clusters Score -899608.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -899619.875000 Penalty: 4441.197754
	Iteration 28Q: 3 clusters Score -899619.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -899638.687500 Penalty: 4441.197754
	Iteration 29Q: 3 clusters Score -899638.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -899663.062500 Penalty: 4441.197754
	Iteration 30Q: 3 clusters Score -899663.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -899683.812500 Penalty: 4441.197754
	Iteration 31Q: 3 clusters Score -899683.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -899699.062500 Penalty: 4441.197754
	Iteration 32Q: 3 clusters Score -899699.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -899718.937500 Penalty: 4441.197754
	Iteration 33Q: 3 clusters Score -899718.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -899751.875000 Penalty: 4441.197754
	Iteration 34Q: 3 clusters Score -899751.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -899784.062500 Penalty: 4441.197754
	Iteration 35Q: 3 clusters Score -899784.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -899818.187500 Penalty: 4441.197754
	Iteration 36Q: 3 clusters Score -899818.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -899870.562500 Penalty: 4441.197754
	Iteration 37Q: 3 clusters Score -899870.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -899948.250000 Penalty: 4441.197754
	Iteration 38Q: 3 clusters Score -899948.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -900070.562500 Penalty: 4441.197754
	Iteration 39Q: 3 clusters Score -900070.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -900230.937500 Penalty: 4441.197754
	Iteration 40F: 3 clusters Score -900230.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -900369.687500 Penalty: 4441.197754
	Iteration 41Q: 3 clusters Score -900369.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -900485.875000 Penalty: 4441.197754
	Iteration 42Q: 3 clusters Score -900485.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -900625.687500 Penalty: 4441.197754
	Iteration 43Q: 3 clusters Score -900625.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -900746.000000 Penalty: 4441.197754
	Iteration 44Q: 3 clusters Score -900746 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -900874.375000 Penalty: 4441.197754
	Iteration 45Q: 3 clusters Score -900874.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -900990.562500 Penalty: 4441.197754
	Iteration 46Q: 3 clusters Score -900990.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -901063.062500 Penalty: 4441.197754
	Iteration 47Q: 3 clusters Score -901063.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -901112.500000 Penalty: 4441.197754
	Iteration 48Q: 3 clusters Score -901112.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -901145.000000 Penalty: 4441.197754
	Iteration 49Q: 3 clusters Score -901145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -901167.250000 Penalty: 4441.197754
	Iteration 50Q: 3 clusters Score -901167.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -901185.812500 Penalty: 4441.197754
	Iteration 51Q: 3 clusters Score -901185.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -901197.687500 Penalty: 4441.197754
	Iteration 52Q: 3 clusters Score -901197.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -901203.562500 Penalty: 4441.197754
	Iteration 53Q: 3 clusters Score -901203.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -901208.437500 Penalty: 4441.197754
	Iteration 54Q: 3 clusters Score -901208.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -901211.250000 Penalty: 4441.197754
	Iteration 55Q: 3 clusters Score -901211.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -901217.125000 Penalty: 4441.197754
	Iteration 56Q: 3 clusters Score -901217.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -901217.250000 Penalty: 4441.197754
	Iteration 57Q: 3 clusters Score -901217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -901219.750000 Penalty: 4441.197754
	Iteration 58Q: 3 clusters Score -901219.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -901217.812500 Penalty: 4441.197754
	Iteration 59Q: 3 clusters Score -901217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -901221.062500 Penalty: 4441.197754
	Iteration 60F: 3 clusters Score -901221.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -901222.375000 Penalty: 4441.197754
	Iteration 61Q: 3 clusters Score -901222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -901223.000000 Penalty: 4441.197754
	Iteration 62Q: 3 clusters Score -901223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -901223.125000 Penalty: 4441.197754
	Iteration 63Q: 3 clusters Score -901223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -901222.937500 Penalty: 4441.197754
	Iteration 64Q: 3 clusters Score -901222.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -901222.937500 Penalty: 4441.197754
	Iteration 65F: 3 clusters Score -901222.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Entering Unmasked Estep 
Score: -3218388.250000 Penalty: 2526.369385
	Iteration 0F: 2 clusters Score -3218388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3200015.750000 Penalty: 5052.738770
	Iteration 0F: 3 clusters Score -3200016 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3206429.500000 Penalty: 5052.738770
	Iteration 1F: 3 clusters Score -3206430 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3206775.250000 Penalty: 5052.738770
	Iteration 2Q: 3 clusters Score -3206775 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3207086.500000 Penalty: 5052.738770
	Iteration 3Q: 3 clusters Score -3207086 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3207304.500000 Penalty: 5052.738770
	Iteration 4Q: 3 clusters Score -3207304 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3207580.250000 Penalty: 5052.738770
	Iteration 5Q: 3 clusters Score -3207580 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3207845.000000 Penalty: 5052.738770
	Iteration 6Q: 3 clusters Score -3207845 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3208177.750000 Penalty: 5052.738770
	Iteration 7Q: 3 clusters Score -3208178 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3208635.000000 Penalty: 5052.738770
	Iteration 8Q: 3 clusters Score -3208635 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -3209306.500000 Penalty: 5052.738770
	Iteration 9Q: 3 clusters Score -3209306 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3210278.500000 Penalty: 5052.738770
	Iteration 10F: 3 clusters Score -3210278 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3211639.250000 Penalty: 5052.738770
	Iteration 11F: 3 clusters Score -3211639 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3213093.500000 Penalty: 5052.738770
	Iteration 12F: 3 clusters Score -3213094 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3214348.750000 Penalty: 5052.738770
	Iteration 13F: 3 clusters Score -3214349 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3215169.750000 Penalty: 5052.738770
	Iteration 14Q: 3 clusters Score -3215170 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -3215680.000000 Penalty: 5052.738770
	Iteration 15Q: 3 clusters Score -3215680 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3215893.500000 Penalty: 5052.738770
	Iteration 16Q: 3 clusters Score -3215894 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3216015.750000 Penalty: 5052.738770
	Iteration 17Q: 3 clusters Score -3216016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3216086.500000 Penalty: 5052.738770
	Iteration 18Q: 3 clusters Score -3216086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3216118.750000 Penalty: 5052.738770
	Iteration 19Q: 3 clusters Score -3216119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3216150.000000 Penalty: 5052.738770
	Iteration 20F: 3 clusters Score -3216150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3216165.250000 Penalty: 5052.738770
	Iteration 21Q: 3 clusters Score -3216165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3216180.000000 Penalty: 5052.738770
	Iteration 22Q: 3 clusters Score -3216180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3216190.000000 Penalty: 5052.738770
	Iteration 23Q: 3 clusters Score -3216190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3216188.250000 Penalty: 5052.738770
	Iteration 24Q: 3 clusters Score -3216188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3216196.500000 Penalty: 5052.738770
	Iteration 25Q: 3 clusters Score -3216196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3216197.500000 Penalty: 5052.738770
	Iteration 26Q: 3 clusters Score -3216198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3216200.250000 Penalty: 5052.738770
	Iteration 27Q: 3 clusters Score -3216200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3216201.000000 Penalty: 5052.738770
	Iteration 28Q: 3 clusters Score -3216201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3216203.500000 Penalty: 5052.738770
	Iteration 29Q: 3 clusters Score -3216204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3216206.500000 Penalty: 5052.738770
	Iteration 30Q: 3 clusters Score -3216206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3216213.000000 Penalty: 5052.738770
	Iteration 31Q: 3 clusters Score -3216213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3216213.750000 Penalty: 5052.738770
	Iteration 32Q: 3 clusters Score -3216214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3216214.250000 Penalty: 5052.738770
	Iteration 33Q: 3 clusters Score -3216214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3216216.500000 Penalty: 5052.738770
	Iteration 34Q: 3 clusters Score -3216216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3216221.750000 Penalty: 5052.738770
	Iteration 35Q: 3 clusters Score -3216222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3216222.000000 Penalty: 5052.738770
	Iteration 36Q: 3 clusters Score -3216222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3216223.750000 Penalty: 5052.738770
	Iteration 37Q: 3 clusters Score -3216224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3216226.250000 Penalty: 5052.738770
	Iteration 38Q: 3 clusters Score -3216226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -3216227.250000 Penalty: 5052.738770
	Iteration 39Q: 3 clusters Score -3216227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -3216226.000000 Penalty: 5052.738770
	Iteration 40F: 3 clusters Score -3216226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Entering Unmasked Estep 
Score: -1373020.750000 Penalty: 2326.532715
	Iteration 0F: 2 clusters Score -1373021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1364212.625000 Penalty: 4653.065430
	Iteration 0F: 3 clusters Score -1364213 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1366887.625000 Penalty: 4653.065430
	Iteration 1F: 3 clusters Score -1366888 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1367253.750000 Penalty: 4653.065430
	Iteration 2F: 3 clusters Score -1367254 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1367576.250000 Penalty: 4653.065430
	Iteration 3F: 3 clusters Score -1367576 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1367909.500000 Penalty: 4653.065430
	Iteration 4Q: 3 clusters Score -1367910 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1368257.000000 Penalty: 4653.065430
	Iteration 5Q: 3 clusters Score -1368257 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1368611.500000 Penalty: 4653.065430
	Iteration 6Q: 3 clusters Score -1368612 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1368987.375000 Penalty: 4653.065430
	Iteration 7Q: 3 clusters Score -1368987 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1369414.625000 Penalty: 4653.065430
	Iteration 8F: 3 clusters Score -1369415 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1369889.375000 Penalty: 4653.065430
	Iteration 9F: 3 clusters Score -1369889 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1370370.375000 Penalty: 4653.065430
	Iteration 10F: 3 clusters Score -1370370 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1370812.375000 Penalty: 4653.065430
	Iteration 11Q: 3 clusters Score -1370812 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1371175.875000 Penalty: 4653.065430
	Iteration 12Q: 3 clusters Score -1371176 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1371464.750000 Penalty: 4653.065430
	Iteration 13Q: 3 clusters Score -1371465 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1371704.125000 Penalty: 4653.065430
	Iteration 14Q: 3 clusters Score -1371704 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1371917.500000 Penalty: 4653.065430
	Iteration 15Q: 3 clusters Score -1371918 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1372143.375000 Penalty: 4653.065430
	Iteration 16Q: 3 clusters Score -1372143 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1372356.750000 Penalty: 4653.065430
	Iteration 17Q: 3 clusters Score -1372357 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1372546.750000 Penalty: 4653.065430
	Iteration 18Q: 3 clusters Score -1372547 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1372705.625000 Penalty: 4653.065430
	Iteration 19Q: 3 clusters Score -1372706 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1372864.000000 Penalty: 4653.065430
	Iteration 20F: 3 clusters Score -1372864 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1373018.875000 Penalty: 4653.065430
	Iteration 21Q: 3 clusters Score -1373019 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1373148.750000 Penalty: 4653.065430
	Iteration 22Q: 3 clusters Score -1373149 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1373232.125000 Penalty: 4653.065430
	Iteration 23Q: 3 clusters Score -1373232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1373293.875000 Penalty: 4653.065430
	Iteration 24Q: 3 clusters Score -1373294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1373326.000000 Penalty: 4653.065430
	Iteration 25Q: 3 clusters Score -1373326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1373343.125000 Penalty: 4653.065430
	Iteration 26Q: 3 clusters Score -1373343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1373355.500000 Penalty: 4653.065430
	Iteration 27Q: 3 clusters Score -1373356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1373358.750000 Penalty: 4653.065430
	Iteration 28Q: 3 clusters Score -1373359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1373366.625000 Penalty: 4653.065430
	Iteration 29Q: 3 clusters Score -1373367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1373365.375000 Penalty: 4653.065430
	Iteration 30Q: 3 clusters Score -1373365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1373373.000000 Penalty: 4653.065430
	Iteration 31Q: 3 clusters Score -1373373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1373373.000000 Penalty: 4653.065430
	Iteration 32Q: 3 clusters Score -1373373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1373374.250000 Penalty: 4653.065430
	Iteration 33Q: 3 clusters Score -1373374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1373374.875000 Penalty: 4653.065430
	Iteration 34Q: 3 clusters Score -1373375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1373375.875000 Penalty: 4653.065430
	Iteration 35Q: 3 clusters Score -1373376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1373376.000000 Penalty: 4653.065430
	Iteration 36Q: 3 clusters Score -1373376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1373382.500000 Penalty: 4653.065430
	Iteration 37F: 3 clusters Score -1373382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1373383.750000 Penalty: 4653.065430
	Iteration 38Q: 3 clusters Score -1373384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1373386.000000 Penalty: 4653.065430
	Iteration 39Q: 3 clusters Score -1373386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1373387.500000 Penalty: 4653.065430
	Iteration 40F: 3 clusters Score -1373388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174971 members 
Mstep: Class 2 contains 91617 members 
Mstep: Class 3 contains 35922 members 
Mstep: Class 4 contains 5271 members 
Mstep: Class 5 contains 170507 members 
Mstep: Class 6 contains 23364 members 
Mstep: Class 7 contains 11195 members 
Mstep: Class 8 contains 2482 members 
Mstep: Class 9 contains 8207 members 
Mstep: Class 10 contains 12880 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 11513 members 
Mstep: Class 13 contains 103176 members 
Mstep: Class 14 contains 152556 members 
Mstep: Class 15 contains 171915 members 
Mstep: Class 16 contains 71352 members 
Mstep: Class 17 contains 94762 members 
Mstep: Class 18 contains 19849 members 
Mstep: Class 19 contains 5111 members 
Mstep: Class 20 contains 29662 members 
Mstep: Class 21 contains 7739 members 
Mstep: Class 22 contains 26555 members 
Mstep: Class 23 contains 9166 members 
Mstep: Class 24 contains 16143 members 
Mstep: Class 25 contains 3309 members 
Mstep: Class 26 contains 3933 members 
Mstep: Class 27 contains 39050 members 
Mstep: Class 28 contains 40126 members 
Mstep: Class 29 contains 2697 members 
Entering Unmasked Estep 
Score: -156051600.000000 Penalty: 101497.804688
Splitting cluster 23 changes total score from -156051936.000000 to -156051600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (16143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Entering Unmasked Estep 
Score: -1911334.500000 Penalty: 2402.931885
	Iteration 0F: 2 clusters Score -1911334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1899772.125000 Penalty: 4805.863770
	Iteration 0F: 3 clusters Score -1899772 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1903432.625000 Penalty: 4805.863770
	Iteration 1F: 3 clusters Score -1903433 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1903857.375000 Penalty: 4805.863770
	Iteration 2F: 3 clusters Score -1903857 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1904289.500000 Penalty: 4805.863770
	Iteration 3F: 3 clusters Score -1904290 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1904800.000000 Penalty: 4805.863770
	Iteration 4F: 3 clusters Score -1904800 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1905410.625000 Penalty: 4805.863770
	Iteration 5F: 3 clusters Score -1905411 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1906115.750000 Penalty: 4805.863770
	Iteration 6F: 3 clusters Score -1906116 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1906916.750000 Penalty: 4805.863770
	Iteration 7F: 3 clusters Score -1906917 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1907685.750000 Penalty: 4805.863770
	Iteration 8F: 3 clusters Score -1907686 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1908340.000000 Penalty: 4805.863770
	Iteration 9Q: 3 clusters Score -1908340 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1908790.000000 Penalty: 4805.863770
	Iteration 10Q: 3 clusters Score -1908790 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1909062.000000 Penalty: 4805.863770
	Iteration 11Q: 3 clusters Score -1909062 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1909229.000000 Penalty: 4805.863770
	Iteration 12Q: 3 clusters Score -1909229 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1909329.375000 Penalty: 4805.863770
	Iteration 13Q: 3 clusters Score -1909329 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1909385.375000 Penalty: 4805.863770
	Iteration 14Q: 3 clusters Score -1909385 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1909434.250000 Penalty: 4805.863770
	Iteration 15Q: 3 clusters Score -1909434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1909459.750000 Penalty: 4805.863770
	Iteration 16Q: 3 clusters Score -1909460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1909472.000000 Penalty: 4805.863770
	Iteration 17Q: 3 clusters Score -1909472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1909481.875000 Penalty: 4805.863770
	Iteration 18Q: 3 clusters Score -1909482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1909488.625000 Penalty: 4805.863770
	Iteration 19Q: 3 clusters Score -1909489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1909490.250000 Penalty: 4805.863770
	Iteration 20F: 3 clusters Score -1909490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1909497.875000 Penalty: 4805.863770
	Iteration 21Q: 3 clusters Score -1909498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1909501.375000 Penalty: 4805.863770
	Iteration 22Q: 3 clusters Score -1909501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1909500.750000 Penalty: 4805.863770
	Iteration 23Q: 3 clusters Score -1909501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1909509.500000 Penalty: 4805.863770
	Iteration 24Q: 3 clusters Score -1909510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1909512.500000 Penalty: 4805.863770
	Iteration 25Q: 3 clusters Score -1909512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1909513.250000 Penalty: 4805.863770
	Iteration 26Q: 3 clusters Score -1909513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1909517.375000 Penalty: 4805.863770
	Iteration 27Q: 3 clusters Score -1909517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1909517.500000 Penalty: 4805.863770
	Iteration 28Q: 3 clusters Score -1909518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1909518.625000 Penalty: 4805.863770
	Iteration 29Q: 3 clusters Score -1909519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1909518.625000 Penalty: 4805.863770
	Iteration 30F: 3 clusters Score -1909519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -368823.718750 Penalty: 2009.891602
	Iteration 0F: 2 clusters Score -368823.7 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 1641 members 
Entering Unmasked Estep 
Score: -365310.656250 Penalty: 4019.783203
	Iteration 0F: 3 clusters Score -365310.7 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -366138.718750 Penalty: 4019.783203
	Iteration 1F: 3 clusters Score -366138.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -366496.562500 Penalty: 4019.783203
	Iteration 2F: 3 clusters Score -366496.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -366904.687500 Penalty: 4019.783203
	Iteration 3F: 3 clusters Score -366904.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -367240.375000 Penalty: 4019.783203
	Iteration 4F: 3 clusters Score -367240.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -367462.531250 Penalty: 4019.783203
	Iteration 5F: 3 clusters Score -367462.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -367604.656250 Penalty: 4019.783203
	Iteration 6Q: 3 clusters Score -367604.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -367722.625000 Penalty: 4019.783203
	Iteration 7Q: 3 clusters Score -367722.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -367808.250000 Penalty: 4019.783203
	Iteration 8Q: 3 clusters Score -367808.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -367864.250000 Penalty: 4019.783203
	Iteration 9Q: 3 clusters Score -367864.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -367887.875000 Penalty: 4019.783203
	Iteration 10Q: 3 clusters Score -367887.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -367903.437500 Penalty: 4019.783203
	Iteration 11Q: 3 clusters Score -367903.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -367916.593750 Penalty: 4019.783203
	Iteration 12Q: 3 clusters Score -367916.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -367931.968750 Penalty: 4019.783203
	Iteration 13Q: 3 clusters Score -367932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -367939.156250 Penalty: 4019.783203
	Iteration 14Q: 3 clusters Score -367939.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -367940.437500 Penalty: 4019.783203
	Iteration 15Q: 3 clusters Score -367940.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -367942.375000 Penalty: 4019.783203
	Iteration 16Q: 3 clusters Score -367942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -367942.781250 Penalty: 4019.783203
	Iteration 17Q: 3 clusters Score -367942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -367943.062500 Penalty: 4019.783203
	Iteration 18Q: 3 clusters Score -367943.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -367943.062500 Penalty: 4019.783203
	Iteration 19F: 3 clusters Score -367943.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -454764.031250 Penalty: 2052.735107
	Iteration 0F: 2 clusters Score -454764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -450928.031250 Penalty: 4105.470215
	Iteration 0F: 3 clusters Score -450928 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -451764.406250 Penalty: 4105.470215
	Iteration 1F: 3 clusters Score -451764.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -451950.500000 Penalty: 4105.470215
	Iteration 2F: 3 clusters Score -451950.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -452063.062500 Penalty: 4105.470215
	Iteration 3Q: 3 clusters Score -452063.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -452142.031250 Penalty: 4105.470215
	Iteration 4Q: 3 clusters Score -452142 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -452203.468750 Penalty: 4105.470215
	Iteration 5Q: 3 clusters Score -452203.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -452245.750000 Penalty: 4105.470215
	Iteration 6Q: 3 clusters Score -452245.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -452281.343750 Penalty: 4105.470215
	Iteration 7Q: 3 clusters Score -452281.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -452306.000000 Penalty: 4105.470215
	Iteration 8Q: 3 clusters Score -452306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -452327.500000 Penalty: 4105.470215
	Iteration 9Q: 3 clusters Score -452327.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -452346.843750 Penalty: 4105.470215
	Iteration 10Q: 3 clusters Score -452346.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -452358.906250 Penalty: 4105.470215
	Iteration 11Q: 3 clusters Score -452358.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -452373.218750 Penalty: 4105.470215
	Iteration 12Q: 3 clusters Score -452373.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -452387.375000 Penalty: 4105.470215
	Iteration 13Q: 3 clusters Score -452387.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -452400.500000 Penalty: 4105.470215
	Iteration 14Q: 3 clusters Score -452400.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -452405.937500 Penalty: 4105.470215
	Iteration 15Q: 3 clusters Score -452405.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -452413.500000 Penalty: 4105.470215
	Iteration 16Q: 3 clusters Score -452413.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -452423.187500 Penalty: 4105.470215
	Iteration 17Q: 3 clusters Score -452423.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -452430.031250 Penalty: 4105.470215
	Iteration 18Q: 3 clusters Score -452430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -452440.906250 Penalty: 4105.470215
	Iteration 19Q: 3 clusters Score -452440.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -452453.125000 Penalty: 4105.470215
	Iteration 20F: 3 clusters Score -452453.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -452463.937500 Penalty: 4105.470215
	Iteration 21Q: 3 clusters Score -452463.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -452477.062500 Penalty: 4105.470215
	Iteration 22Q: 3 clusters Score -452477.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -452495.062500 Penalty: 4105.470215
	Iteration 23Q: 3 clusters Score -452495.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -452510.281250 Penalty: 4105.470215
	Iteration 24Q: 3 clusters Score -452510.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -452520.593750 Penalty: 4105.470215
	Iteration 25Q: 3 clusters Score -452520.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -452530.312500 Penalty: 4105.470215
	Iteration 26Q: 3 clusters Score -452530.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -452540.687500 Penalty: 4105.470215
	Iteration 27Q: 3 clusters Score -452540.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -452552.875000 Penalty: 4105.470215
	Iteration 28Q: 3 clusters Score -452552.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -452571.781250 Penalty: 4105.470215
	Iteration 29Q: 3 clusters Score -452571.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -452589.937500 Penalty: 4105.470215
	Iteration 30Q: 3 clusters Score -452589.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -452607.750000 Penalty: 4105.470215
	Iteration 31Q: 3 clusters Score -452607.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -452622.562500 Penalty: 4105.470215
	Iteration 32Q: 3 clusters Score -452622.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -452644.031250 Penalty: 4105.470215
	Iteration 33Q: 3 clusters Score -452644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -452671.968750 Penalty: 4105.470215
	Iteration 34Q: 3 clusters Score -452672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -452690.906250 Penalty: 4105.470215
	Iteration 35Q: 3 clusters Score -452690.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -452712.500000 Penalty: 4105.470215
	Iteration 36Q: 3 clusters Score -452712.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -452724.343750 Penalty: 4105.470215
	Iteration 37Q: 3 clusters Score -452724.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -452746.625000 Penalty: 4105.470215
	Iteration 38Q: 3 clusters Score -452746.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -452765.687500 Penalty: 4105.470215
	Iteration 39Q: 3 clusters Score -452765.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -452782.000000 Penalty: 4105.470215
	Iteration 40F: 3 clusters Score -452782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -452797.718750 Penalty: 4105.470215
	Iteration 41Q: 3 clusters Score -452797.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -452819.937500 Penalty: 4105.470215
	Iteration 42Q: 3 clusters Score -452819.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -452833.375000 Penalty: 4105.470215
	Iteration 43Q: 3 clusters Score -452833.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -452843.156250 Penalty: 4105.470215
	Iteration 44Q: 3 clusters Score -452843.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -452847.937500 Penalty: 4105.470215
	Iteration 45Q: 3 clusters Score -452847.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -452852.625000 Penalty: 4105.470215
	Iteration 46Q: 3 clusters Score -452852.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -452854.625000 Penalty: 4105.470215
	Iteration 47Q: 3 clusters Score -452854.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -452857.500000 Penalty: 4105.470215
	Iteration 48Q: 3 clusters Score -452857.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -452863.781250 Penalty: 4105.470215
	Iteration 49Q: 3 clusters Score -452863.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -452869.218750 Penalty: 4105.470215
	Iteration 50Q: 3 clusters Score -452869.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -452875.625000 Penalty: 4105.470215
	Iteration 51Q: 3 clusters Score -452875.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -452880.750000 Penalty: 4105.470215
	Iteration 52Q: 3 clusters Score -452880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -452881.625000 Penalty: 4105.470215
	Iteration 53Q: 3 clusters Score -452881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -452881.437500 Penalty: 4105.470215
	Iteration 54Q: 3 clusters Score -452881.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -452881.437500 Penalty: 4105.470215
	Iteration 55F: 3 clusters Score -452881.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (39050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Entering Unmasked Estep 
Score: -4689526.500000 Penalty: 2622.004395
	Iteration 0F: 2 clusters Score -4689526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -4662841.000000 Penalty: 5244.008789
	Iteration 0F: 3 clusters Score -4662841 nChanged 18009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4672665.500000 Penalty: 5244.008789
	Iteration 1F: 3 clusters Score -4672666 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4673115.000000 Penalty: 5244.008789
	Iteration 2Q: 3 clusters Score -4673115 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -4673589.500000 Penalty: 5244.008789
	Iteration 3Q: 3 clusters Score -4673590 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -4674080.000000 Penalty: 5244.008789
	Iteration 4Q: 3 clusters Score -4674080 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -4674693.500000 Penalty: 5244.008789
	Iteration 5Q: 3 clusters Score -4674694 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -4675488.000000 Penalty: 5244.008789
	Iteration 6Q: 3 clusters Score -4675488 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -4676458.500000 Penalty: 5244.008789
	Iteration 7Q: 3 clusters Score -4676458 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4677708.500000 Penalty: 5244.008789
	Iteration 8F: 3 clusters Score -4677708 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -4679308.500000 Penalty: 5244.008789
	Iteration 9F: 3 clusters Score -4679308 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -4681090.500000 Penalty: 5244.008789
	Iteration 10F: 3 clusters Score -4681090 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -4682822.500000 Penalty: 5244.008789
	Iteration 11F: 3 clusters Score -4682822 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -4684159.500000 Penalty: 5244.008789
	Iteration 12Q: 3 clusters Score -4684160 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4685151.500000 Penalty: 5244.008789
	Iteration 13Q: 3 clusters Score -4685152 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4685819.500000 Penalty: 5244.008789
	Iteration 14Q: 3 clusters Score -4685820 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4686268.500000 Penalty: 5244.008789
	Iteration 15Q: 3 clusters Score -4686268 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4686556.500000 Penalty: 5244.008789
	Iteration 16Q: 3 clusters Score -4686556 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4686740.000000 Penalty: 5244.008789
	Iteration 17Q: 3 clusters Score -4686740 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4686885.000000 Penalty: 5244.008789
	Iteration 18Q: 3 clusters Score -4686885 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4686980.500000 Penalty: 5244.008789
	Iteration 19Q: 3 clusters Score -4686980 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4687031.500000 Penalty: 5244.008789
	Iteration 20F: 3 clusters Score -4687032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4687083.500000 Penalty: 5244.008789
	Iteration 21Q: 3 clusters Score -4687084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4687111.000000 Penalty: 5244.008789
	Iteration 22Q: 3 clusters Score -4687111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4687127.000000 Penalty: 5244.008789
	Iteration 23Q: 3 clusters Score -4687127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4687150.000000 Penalty: 5244.008789
	Iteration 24Q: 3 clusters Score -4687150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4687164.500000 Penalty: 5244.008789
	Iteration 25Q: 3 clusters Score -4687164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4687184.500000 Penalty: 5244.008789
	Iteration 26Q: 3 clusters Score -4687184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4687198.000000 Penalty: 5244.008789
	Iteration 27Q: 3 clusters Score -4687198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4687207.000000 Penalty: 5244.008789
	Iteration 28Q: 3 clusters Score -4687207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4687225.500000 Penalty: 5244.008789
	Iteration 29Q: 3 clusters Score -4687226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4687235.500000 Penalty: 5244.008789
	Iteration 30Q: 3 clusters Score -4687236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4687245.500000 Penalty: 5244.008789
	Iteration 31Q: 3 clusters Score -4687246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4687249.000000 Penalty: 5244.008789
	Iteration 32Q: 3 clusters Score -4687249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4687256.000000 Penalty: 5244.008789
	Iteration 33Q: 3 clusters Score -4687256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4687254.500000 Penalty: 5244.008789
	Iteration 34Q: 3 clusters Score -4687254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4687255.000000 Penalty: 5244.008789
	Iteration 35Q: 3 clusters Score -4687255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4687255.000000 Penalty: 5244.008789
	Iteration 36F: 3 clusters Score -4687255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (40126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Entering Unmasked Estep 
Score: -4773779.500000 Penalty: 2628.745361
	Iteration 0F: 2 clusters Score -4773780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -4746566.500000 Penalty: 5257.490723
	Iteration 0F: 3 clusters Score -4746566 nChanged 18365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -4756604.000000 Penalty: 5257.490723
	Iteration 1F: 3 clusters Score -4756604 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -4757184.500000 Penalty: 5257.490723
	Iteration 2Q: 3 clusters Score -4757184 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -4757770.500000 Penalty: 5257.490723
	Iteration 3Q: 3 clusters Score -4757770 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -4758432.500000 Penalty: 5257.490723
	Iteration 4Q: 3 clusters Score -4758432 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -4759138.000000 Penalty: 5257.490723
	Iteration 5Q: 3 clusters Score -4759138 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -4759990.000000 Penalty: 5257.490723
	Iteration 6Q: 3 clusters Score -4759990 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -4761095.000000 Penalty: 5257.490723
	Iteration 7F: 3 clusters Score -4761095 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -4762466.500000 Penalty: 5257.490723
	Iteration 8F: 3 clusters Score -4762466 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -4764235.000000 Penalty: 5257.490723
	Iteration 9F: 3 clusters Score -4764235 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -4766211.500000 Penalty: 5257.490723
	Iteration 10F: 3 clusters Score -4766212 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -4768213.000000 Penalty: 5257.490723
	Iteration 11F: 3 clusters Score -4768213 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4769656.500000 Penalty: 5257.490723
	Iteration 12Q: 3 clusters Score -4769656 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4770588.000000 Penalty: 5257.490723
	Iteration 13Q: 3 clusters Score -4770588 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4771096.000000 Penalty: 5257.490723
	Iteration 14Q: 3 clusters Score -4771096 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4771367.500000 Penalty: 5257.490723
	Iteration 15Q: 3 clusters Score -4771368 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4771541.500000 Penalty: 5257.490723
	Iteration 16Q: 3 clusters Score -4771542 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4771651.500000 Penalty: 5257.490723
	Iteration 17Q: 3 clusters Score -4771652 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4771701.000000 Penalty: 5257.490723
	Iteration 18Q: 3 clusters Score -4771701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4771716.000000 Penalty: 5257.490723
	Iteration 19Q: 3 clusters Score -4771716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4771730.000000 Penalty: 5257.490723
	Iteration 20F: 3 clusters Score -4771730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4771742.000000 Penalty: 5257.490723
	Iteration 21Q: 3 clusters Score -4771742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4771741.500000 Penalty: 5257.490723
	Iteration 22Q: 3 clusters Score -4771742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4771749.000000 Penalty: 5257.490723
	Iteration 23Q: 3 clusters Score -4771749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4771757.000000 Penalty: 5257.490723
	Iteration 24Q: 3 clusters Score -4771757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4771761.000000 Penalty: 5257.490723
	Iteration 25Q: 3 clusters Score -4771761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4771761.000000 Penalty: 5257.490723
	Iteration 26Q: 3 clusters Score -4771761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4771758.000000 Penalty: 5257.490723
	Iteration 27Q: 3 clusters Score -4771758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4771764.000000 Penalty: 5257.490723
	Iteration 28Q: 3 clusters Score -4771764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4771765.500000 Penalty: 5257.490723
	Iteration 29Q: 3 clusters Score -4771766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4771764.000000 Penalty: 5257.490723
	Iteration 30Q: 3 clusters Score -4771764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4771764.000000 Penalty: 5257.490723
	Iteration 31F: 3 clusters Score -4771764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174971 members 
Mstep: Class 2 contains 91617 members 
Mstep: Class 3 contains 35922 members 
Mstep: Class 4 contains 5271 members 
Mstep: Class 5 contains 170507 members 
Mstep: Class 6 contains 23364 members 
Mstep: Class 7 contains 11195 members 
Mstep: Class 8 contains 2482 members 
Mstep: Class 9 contains 8207 members 
Mstep: Class 10 contains 12880 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 11513 members 
Mstep: Class 13 contains 103176 members 
Mstep: Class 14 contains 152556 members 
Mstep: Class 15 contains 171915 members 
Mstep: Class 16 contains 71352 members 
Mstep: Class 17 contains 94762 members 
Mstep: Class 18 contains 19849 members 
Mstep: Class 19 contains 5111 members 
Mstep: Class 20 contains 29662 members 
Mstep: Class 21 contains 7739 members 
Mstep: Class 22 contains 26555 members 
Mstep: Class 23 contains 11863 members 
Mstep: Class 24 contains 16143 members 
Mstep: Class 25 contains 3309 members 
Mstep: Class 26 contains 3933 members 
Mstep: Class 27 contains 39050 members 
Mstep: Class 28 contains 40126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052256.000000 Penalty: 97997.882812
Iteration 79Q: 29 clusters Score -1.560523e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174982 members 
Mstep: Class 2 contains 91438 members 
Mstep: Class 3 contains 35899 members 
Mstep: Class 4 contains 5287 members 
Mstep: Class 5 contains 171088 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 11200 members 
Mstep: Class 8 contains 2480 members 
Mstep: Class 9 contains 8210 members 
Mstep: Class 10 contains 12885 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 11526 members 
Mstep: Class 13 contains 103341 members 
Mstep: Class 14 contains 152450 members 
Mstep: Class 15 contains 171602 members 
Mstep: Class 16 contains 71140 members 
Mstep: Class 17 contains 94760 members 
Mstep: Class 18 contains 19848 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 29503 members 
Mstep: Class 21 contains 7737 members 
Mstep: Class 22 contains 26603 members 
Mstep: Class 23 contains 11922 members 
Mstep: Class 24 contains 16146 members 
Mstep: Class 25 contains 3308 members 
Mstep: Class 26 contains 3941 members 
Mstep: Class 27 contains 39052 members 
Mstep: Class 28 contains 40130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052016.000000 Penalty: 97997.882812
Iteration 80F: 29 clusters Score -1.56052e+08 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174975 members 
Mstep: Class 2 contains 91259 members 
Mstep: Class 3 contains 35871 members 
Mstep: Class 4 contains 5291 members 
Mstep: Class 5 contains 171699 members 
Mstep: Class 6 contains 23504 members 
Mstep: Class 7 contains 11209 members 
Mstep: Class 8 contains 2483 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 10 contains 12886 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 103486 members 
Mstep: Class 14 contains 152336 members 
Mstep: Class 15 contains 171291 members 
Mstep: Class 16 contains 70942 members 
Mstep: Class 17 contains 94747 members 
Mstep: Class 18 contains 19852 members 
Mstep: Class 19 contains 5114 members 
Mstep: Class 20 contains 29357 members 
Mstep: Class 21 contains 7735 members 
Mstep: Class 22 contains 26656 members 
Mstep: Class 23 contains 11976 members 
Mstep: Class 24 contains 16141 members 
Mstep: Class 25 contains 3308 members 
Mstep: Class 26 contains 3950 members 
Mstep: Class 27 contains 39069 members 
Mstep: Class 28 contains 40136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052096.000000 Penalty: 97997.882812
Iteration 81Q: 29 clusters Score -1.560521e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174988 members 
Mstep: Class 2 contains 91089 members 
Mstep: Class 3 contains 35844 members 
Mstep: Class 4 contains 5294 members 
Mstep: Class 5 contains 172284 members 
Mstep: Class 6 contains 23573 members 
Mstep: Class 7 contains 11219 members 
Mstep: Class 8 contains 2487 members 
Mstep: Class 9 contains 8222 members 
Mstep: Class 10 contains 12890 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 11565 members 
Mstep: Class 13 contains 103647 members 
Mstep: Class 14 contains 152222 members 
Mstep: Class 15 contains 170984 members 
Mstep: Class 16 contains 70729 members 
Mstep: Class 17 contains 94735 members 
Mstep: Class 18 contains 19856 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 29231 members 
Mstep: Class 21 contains 7729 members 
Mstep: Class 22 contains 26691 members 
Mstep: Class 23 contains 12023 members 
Mstep: Class 24 contains 16141 members 
Mstep: Class 25 contains 3309 members 
Mstep: Class 26 contains 3959 members 
Mstep: Class 27 contains 39058 members 
Mstep: Class 28 contains 40146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052128.000000 Penalty: 97997.882812
Iteration 82Q: 29 clusters Score -1.560521e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174973 members 
Mstep: Class 2 contains 90920 members 
Mstep: Class 3 contains 35812 members 
Mstep: Class 4 contains 5293 members 
Mstep: Class 5 contains 172845 members 
Mstep: Class 6 contains 23647 members 
Mstep: Class 7 contains 11236 members 
Mstep: Class 8 contains 2490 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 12892 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 11585 members 
Mstep: Class 13 contains 103784 members 
Mstep: Class 14 contains 152134 members 
Mstep: Class 15 contains 170745 members 
Mstep: Class 16 contains 70498 members 
Mstep: Class 17 contains 94724 members 
Mstep: Class 18 contains 19859 members 
Mstep: Class 19 contains 5117 members 
Mstep: Class 20 contains 29114 members 
Mstep: Class 21 contains 7734 members 
Mstep: Class 22 contains 26724 members 
Mstep: Class 23 contains 12060 members 
Mstep: Class 24 contains 16147 members 
Mstep: Class 25 contains 3312 members 
Mstep: Class 26 contains 3963 members 
Mstep: Class 27 contains 39053 members 
Mstep: Class 28 contains 40150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052624.000000 Penalty: 97997.882812
Iteration 83Q: 29 clusters Score -1.560526e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174966 members 
Mstep: Class 2 contains 90768 members 
Mstep: Class 3 contains 35791 members 
Mstep: Class 4 contains 5289 members 
Mstep: Class 5 contains 173331 members 
Mstep: Class 6 contains 23730 members 
Mstep: Class 7 contains 11259 members 
Mstep: Class 8 contains 2489 members 
Mstep: Class 9 contains 8219 members 
Mstep: Class 10 contains 12895 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 13 contains 103924 members 
Mstep: Class 14 contains 152044 members 
Mstep: Class 15 contains 170492 members 
Mstep: Class 16 contains 70303 members 
Mstep: Class 17 contains 94716 members 
Mstep: Class 18 contains 19859 members 
Mstep: Class 19 contains 5118 members 
Mstep: Class 20 contains 29022 members 
Mstep: Class 21 contains 7735 members 
Mstep: Class 22 contains 26767 members 
Mstep: Class 23 contains 12076 members 
Mstep: Class 24 contains 16150 members 
Mstep: Class 25 contains 3310 members 
Mstep: Class 26 contains 3967 members 
Mstep: Class 27 contains 39049 members 
Mstep: Class 28 contains 40166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052560.000000 Penalty: 97997.882812
Iteration 84Q: 29 clusters Score -1.560526e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174951 members 
Mstep: Class 2 contains 90620 members 
Mstep: Class 3 contains 35786 members 
Mstep: Class 4 contains 5288 members 
Mstep: Class 5 contains 173792 members 
Mstep: Class 6 contains 23803 members 
Mstep: Class 7 contains 11276 members 
Mstep: Class 8 contains 2489 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 12895 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 104038 members 
Mstep: Class 14 contains 151960 members 
Mstep: Class 15 contains 170273 members 
Mstep: Class 16 contains 70122 members 
Mstep: Class 17 contains 94714 members 
Mstep: Class 18 contains 19856 members 
Mstep: Class 19 contains 5120 members 
Mstep: Class 20 contains 28939 members 
Mstep: Class 21 contains 7739 members 
Mstep: Class 22 contains 26819 members 
Mstep: Class 23 contains 12100 members 
Mstep: Class 24 contains 16150 members 
Mstep: Class 25 contains 3306 members 
Mstep: Class 26 contains 3973 members 
Mstep: Class 27 contains 39015 members 
Mstep: Class 28 contains 40176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052736.000000 Penalty: 97997.882812
Iteration 85Q: 29 clusters Score -1.560527e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174927 members 
Mstep: Class 2 contains 90459 members 
Mstep: Class 3 contains 35773 members 
Mstep: Class 4 contains 5290 members 
Mstep: Class 5 contains 174281 members 
Mstep: Class 6 contains 23876 members 
Mstep: Class 7 contains 11290 members 
Mstep: Class 8 contains 2489 members 
Mstep: Class 9 contains 8224 members 
Mstep: Class 10 contains 12896 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 11634 members 
Mstep: Class 13 contains 104170 members 
Mstep: Class 14 contains 151881 members 
Mstep: Class 15 contains 170027 members 
Mstep: Class 16 contains 69918 members 
Mstep: Class 17 contains 94708 members 
Mstep: Class 18 contains 19857 members 
Mstep: Class 19 contains 5123 members 
Mstep: Class 20 contains 28854 members 
Mstep: Class 21 contains 7740 members 
Mstep: Class 22 contains 26870 members 
Mstep: Class 23 contains 12121 members 
Mstep: Class 24 contains 16158 members 
Mstep: Class 25 contains 3305 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 39004 members 
Mstep: Class 28 contains 40186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052816.000000 Penalty: 97997.882812
Iteration 86Q: 29 clusters Score -1.560528e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174909 members 
Mstep: Class 2 contains 90308 members 
Mstep: Class 3 contains 35762 members 
Mstep: Class 4 contains 5298 members 
Mstep: Class 5 contains 174757 members 
Mstep: Class 6 contains 23948 members 
Mstep: Class 7 contains 11333 members 
Mstep: Class 8 contains 2488 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 12895 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 11669 members 
Mstep: Class 13 contains 104266 members 
Mstep: Class 14 contains 151785 members 
Mstep: Class 15 contains 169850 members 
Mstep: Class 16 contains 69717 members 
Mstep: Class 17 contains 94706 members 
Mstep: Class 18 contains 19853 members 
Mstep: Class 19 contains 5125 members 
Mstep: Class 20 contains 28768 members 
Mstep: Class 21 contains 7723 members 
Mstep: Class 22 contains 26908 members 
Mstep: Class 23 contains 12116 members 
Mstep: Class 24 contains 16165 members 
Mstep: Class 25 contains 3300 members 
Mstep: Class 26 contains 3973 members 
Mstep: Class 27 contains 38988 members 
Mstep: Class 28 contains 40200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052928.000000 Penalty: 97997.882812
Iteration 87Q: 29 clusters Score -1.560529e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174887 members 
Mstep: Class 2 contains 90159 members 
Mstep: Class 3 contains 35765 members 
Mstep: Class 4 contains 5306 members 
Mstep: Class 5 contains 175247 members 
Mstep: Class 6 contains 24019 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 2493 members 
Mstep: Class 9 contains 8224 members 
Mstep: Class 10 contains 12896 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 13 contains 104378 members 
Mstep: Class 14 contains 151663 members 
Mstep: Class 15 contains 169650 members 
Mstep: Class 16 contains 69536 members 
Mstep: Class 17 contains 94706 members 
Mstep: Class 18 contains 19852 members 
Mstep: Class 19 contains 5127 members 
Mstep: Class 20 contains 28680 members 
Mstep: Class 21 contains 7715 members 
Mstep: Class 22 contains 26949 members 
Mstep: Class 23 contains 12099 members 
Mstep: Class 24 contains 16168 members 
Mstep: Class 25 contains 3293 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 38969 members 
Mstep: Class 28 contains 40212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052928.000000 Penalty: 97997.882812
Iteration 88Q: 29 clusters Score -1.560529e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174871 members 
Mstep: Class 2 contains 90025 members 
Mstep: Class 3 contains 35759 members 
Mstep: Class 4 contains 5312 members 
Mstep: Class 5 contains 175730 members 
Mstep: Class 6 contains 24092 members 
Mstep: Class 7 contains 11399 members 
Mstep: Class 8 contains 2494 members 
Mstep: Class 9 contains 8223 members 
Mstep: Class 10 contains 12896 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 11745 members 
Mstep: Class 13 contains 104529 members 
Mstep: Class 14 contains 151544 members 
Mstep: Class 15 contains 169437 members 
Mstep: Class 16 contains 69350 members 
Mstep: Class 17 contains 94706 members 
Mstep: Class 18 contains 19852 members 
Mstep: Class 19 contains 5128 members 
Mstep: Class 20 contains 28600 members 
Mstep: Class 21 contains 7705 members 
Mstep: Class 22 contains 26977 members 
Mstep: Class 23 contains 12066 members 
Mstep: Class 24 contains 16174 members 
Mstep: Class 25 contains 3295 members 
Mstep: Class 26 contains 3978 members 
Mstep: Class 27 contains 38937 members 
Mstep: Class 28 contains 40212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052752.000000 Penalty: 97997.882812
Iteration 89Q: 29 clusters Score -1.560528e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174849 members 
Mstep: Class 2 contains 89906 members 
Mstep: Class 3 contains 35740 members 
Mstep: Class 4 contains 5323 members 
Mstep: Class 5 contains 176215 members 
Mstep: Class 6 contains 24157 members 
Mstep: Class 7 contains 11425 members 
Mstep: Class 8 contains 2493 members 
Mstep: Class 9 contains 8222 members 
Mstep: Class 10 contains 12898 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 11801 members 
Mstep: Class 13 contains 104692 members 
Mstep: Class 14 contains 151425 members 
Mstep: Class 15 contains 169214 members 
Mstep: Class 16 contains 69165 members 
Mstep: Class 17 contains 94688 members 
Mstep: Class 18 contains 19852 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 20 contains 28527 members 
Mstep: Class 21 contains 7707 members 
Mstep: Class 22 contains 27001 members 
Mstep: Class 23 contains 12026 members 
Mstep: Class 24 contains 16175 members 
Mstep: Class 25 contains 3305 members 
Mstep: Class 26 contains 3979 members 
Mstep: Class 27 contains 38907 members 
Mstep: Class 28 contains 40214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052960.000000 Penalty: 97997.882812
Iteration 90Q: 29 clusters Score -1.56053e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174849 members 
Mstep: Class 2 contains 89794 members 
Mstep: Class 3 contains 35731 members 
Mstep: Class 4 contains 5336 members 
Mstep: Class 5 contains 176679 members 
Mstep: Class 6 contains 24201 members 
Mstep: Class 7 contains 11461 members 
Mstep: Class 8 contains 2492 members 
Mstep: Class 9 contains 8222 members 
Mstep: Class 10 contains 12898 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 11862 members 
Mstep: Class 13 contains 104853 members 
Mstep: Class 14 contains 151327 members 
Mstep: Class 15 contains 168998 members 
Mstep: Class 16 contains 68974 members 
Mstep: Class 17 contains 94686 members 
Mstep: Class 18 contains 19852 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 28454 members 
Mstep: Class 21 contains 7695 members 
Mstep: Class 22 contains 27017 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 16178 members 
Mstep: Class 25 contains 3307 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 38887 members 
Mstep: Class 28 contains 40206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052992.000000 Penalty: 97997.882812
Iteration 91Q: 29 clusters Score -1.56053e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174842 members 
Mstep: Class 2 contains 89705 members 
Mstep: Class 3 contains 35723 members 
Mstep: Class 4 contains 5344 members 
Mstep: Class 5 contains 177059 members 
Mstep: Class 6 contains 24261 members 
Mstep: Class 7 contains 11494 members 
Mstep: Class 8 contains 2496 members 
Mstep: Class 9 contains 8224 members 
Mstep: Class 10 contains 12897 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 11924 members 
Mstep: Class 13 contains 105026 members 
Mstep: Class 14 contains 151240 members 
Mstep: Class 15 contains 168793 members 
Mstep: Class 16 contains 68801 members 
Mstep: Class 17 contains 94688 members 
Mstep: Class 18 contains 19850 members 
Mstep: Class 19 contains 5129 members 
Mstep: Class 20 contains 28367 members 
Mstep: Class 21 contains 7690 members 
Mstep: Class 22 contains 27025 members 
Mstep: Class 23 contains 11927 members 
Mstep: Class 24 contains 16175 members 
Mstep: Class 25 contains 3310 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 38868 members 
Mstep: Class 28 contains 40194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052992.000000 Penalty: 97997.882812
Iteration 92Q: 29 clusters Score -1.56053e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174823 members 
Mstep: Class 2 contains 89598 members 
Mstep: Class 3 contains 35723 members 
Mstep: Class 4 contains 5347 members 
Mstep: Class 5 contains 177443 members 
Mstep: Class 6 contains 24321 members 
Mstep: Class 7 contains 11520 members 
Mstep: Class 8 contains 2498 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 12895 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 12002 members 
Mstep: Class 13 contains 105178 members 
Mstep: Class 14 contains 151151 members 
Mstep: Class 15 contains 168600 members 
Mstep: Class 16 contains 68638 members 
Mstep: Class 17 contains 94671 members 
Mstep: Class 18 contains 19852 members 
Mstep: Class 19 contains 5129 members 
Mstep: Class 20 contains 28283 members 
Mstep: Class 21 contains 7681 members 
Mstep: Class 22 contains 27047 members 
Mstep: Class 23 contains 11876 members 
Mstep: Class 24 contains 16172 members 
Mstep: Class 25 contains 3319 members 
Mstep: Class 26 contains 3988 members 
Mstep: Class 27 contains 38851 members 
Mstep: Class 28 contains 40202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052960.000000 Penalty: 97997.882812
Iteration 93Q: 29 clusters Score -1.56053e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174789 members 
Mstep: Class 2 contains 89508 members 
Mstep: Class 3 contains 35716 members 
Mstep: Class 4 contains 5357 members 
Mstep: Class 5 contains 177797 members 
Mstep: Class 6 contains 24397 members 
Mstep: Class 7 contains 11526 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 12898 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 12073 members 
Mstep: Class 13 contains 105331 members 
Mstep: Class 14 contains 151083 members 
Mstep: Class 15 contains 168415 members 
Mstep: Class 16 contains 68474 members 
Mstep: Class 17 contains 94658 members 
Mstep: Class 18 contains 19851 members 
Mstep: Class 19 contains 5127 members 
Mstep: Class 20 contains 28202 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 27066 members 
Mstep: Class 23 contains 11828 members 
Mstep: Class 24 contains 16178 members 
Mstep: Class 25 contains 3320 members 
Mstep: Class 26 contains 3989 members 
Mstep: Class 27 contains 38824 members 
Mstep: Class 28 contains 40226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053056.000000 Penalty: 97997.882812
Iteration 94Q: 29 clusters Score -1.560531e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174765 members 
Mstep: Class 2 contains 89429 members 
Mstep: Class 3 contains 35721 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 178139 members 
Mstep: Class 6 contains 24461 members 
Mstep: Class 7 contains 11550 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 8231 members 
Mstep: Class 10 contains 12901 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 12156 members 
Mstep: Class 13 contains 105448 members 
Mstep: Class 14 contains 151025 members 
Mstep: Class 15 contains 168272 members 
Mstep: Class 16 contains 68315 members 
Mstep: Class 17 contains 94648 members 
Mstep: Class 18 contains 19854 members 
Mstep: Class 19 contains 5127 members 
Mstep: Class 20 contains 28118 members 
Mstep: Class 21 contains 7665 members 
Mstep: Class 22 contains 27090 members 
Mstep: Class 23 contains 11729 members 
Mstep: Class 24 contains 16171 members 
Mstep: Class 25 contains 3320 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 38807 members 
Mstep: Class 28 contains 40234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053232.000000 Penalty: 97997.882812
Iteration 95Q: 29 clusters Score -1.560532e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174773 members 
Mstep: Class 2 contains 89360 members 
Mstep: Class 3 contains 35728 members 
Mstep: Class 4 contains 5368 members 
Mstep: Class 5 contains 178476 members 
Mstep: Class 6 contains 24513 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 8233 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 12260 members 
Mstep: Class 13 contains 105588 members 
Mstep: Class 14 contains 150960 members 
Mstep: Class 15 contains 168116 members 
Mstep: Class 16 contains 68179 members 
Mstep: Class 17 contains 94639 members 
Mstep: Class 18 contains 19854 members 
Mstep: Class 19 contains 5125 members 
Mstep: Class 20 contains 28019 members 
Mstep: Class 21 contains 7661 members 
Mstep: Class 22 contains 27105 members 
Mstep: Class 23 contains 11608 members 
Mstep: Class 24 contains 16167 members 
Mstep: Class 25 contains 3319 members 
Mstep: Class 26 contains 4000 members 
Mstep: Class 27 contains 38767 members 
Mstep: Class 28 contains 40242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053424.000000 Penalty: 97997.882812
Iteration 96Q: 29 clusters Score -1.560534e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174769 members 
Mstep: Class 2 contains 89288 members 
Mstep: Class 3 contains 35731 members 
Mstep: Class 4 contains 5376 members 
Mstep: Class 5 contains 178764 members 
Mstep: Class 6 contains 24553 members 
Mstep: Class 7 contains 11595 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 8237 members 
Mstep: Class 10 contains 12905 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 105731 members 
Mstep: Class 14 contains 150906 members 
Mstep: Class 15 contains 167948 members 
Mstep: Class 16 contains 68054 members 
Mstep: Class 17 contains 94634 members 
Mstep: Class 18 contains 19855 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 27915 members 
Mstep: Class 21 contains 7654 members 
Mstep: Class 22 contains 27111 members 
Mstep: Class 23 contains 11511 members 
Mstep: Class 24 contains 16175 members 
Mstep: Class 25 contains 3317 members 
Mstep: Class 26 contains 4009 members 
Mstep: Class 27 contains 38738 members 
Mstep: Class 28 contains 40247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053584.000000 Penalty: 97997.882812
Iteration 97Q: 29 clusters Score -1.560536e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174748 members 
Mstep: Class 2 contains 89214 members 
Mstep: Class 3 contains 35722 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 179045 members 
Mstep: Class 6 contains 24605 members 
Mstep: Class 7 contains 11605 members 
Mstep: Class 8 contains 2496 members 
Mstep: Class 9 contains 8244 members 
Mstep: Class 10 contains 12909 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 12537 members 
Mstep: Class 13 contains 105861 members 
Mstep: Class 14 contains 150869 members 
Mstep: Class 15 contains 167808 members 
Mstep: Class 16 contains 67925 members 
Mstep: Class 17 contains 94634 members 
Mstep: Class 18 contains 19851 members 
Mstep: Class 19 contains 5127 members 
Mstep: Class 20 contains 27802 members 
Mstep: Class 21 contains 7656 members 
Mstep: Class 22 contains 27119 members 
Mstep: Class 23 contains 11402 members 
Mstep: Class 24 contains 16180 members 
Mstep: Class 25 contains 3313 members 
Mstep: Class 26 contains 4016 members 
Mstep: Class 27 contains 38726 members 
Mstep: Class 28 contains 40242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053968.000000 Penalty: 97997.882812
Iteration 98Q: 29 clusters Score -1.56054e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174736 members 
Mstep: Class 2 contains 89120 members 
Mstep: Class 3 contains 35728 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 5 contains 179311 members 
Mstep: Class 6 contains 24652 members 
Mstep: Class 7 contains 11642 members 
Mstep: Class 8 contains 2496 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 12912 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 105980 members 
Mstep: Class 14 contains 150846 members 
Mstep: Class 15 contains 167670 members 
Mstep: Class 16 contains 67819 members 
Mstep: Class 17 contains 94633 members 
Mstep: Class 18 contains 19851 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 27668 members 
Mstep: Class 21 contains 7662 members 
Mstep: Class 22 contains 27129 members 
Mstep: Class 23 contains 11261 members 
Mstep: Class 24 contains 16179 members 
Mstep: Class 25 contains 3311 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 38700 members 
Mstep: Class 28 contains 40235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054416.000000 Penalty: 97997.882812
Iteration 99Q: 29 clusters Score -1.560544e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174722 members 
Mstep: Class 2 contains 89036 members 
Mstep: Class 3 contains 35735 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 179553 members 
Mstep: Class 6 contains 24691 members 
Mstep: Class 7 contains 11666 members 
Mstep: Class 8 contains 2503 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 12912 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 12939 members 
Mstep: Class 13 contains 106104 members 
Mstep: Class 14 contains 150821 members 
Mstep: Class 15 contains 167493 members 
Mstep: Class 16 contains 67746 members 
Mstep: Class 17 contains 94633 members 
Mstep: Class 18 contains 19852 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 27510 members 
Mstep: Class 21 contains 7668 members 
Mstep: Class 22 contains 27133 members 
Mstep: Class 23 contains 11144 members 
Mstep: Class 24 contains 16177 members 
Mstep: Class 25 contains 3306 members 
Mstep: Class 26 contains 4017 members 
Mstep: Class 27 contains 38686 members 
Mstep: Class 28 contains 40232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054944.000000 Penalty: 97997.882812
Iteration 100F: 29 clusters Score -1.560549e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174709 members 
Mstep: Class 2 contains 88955 members 
Mstep: Class 3 contains 35742 members 
Mstep: Class 4 contains 5401 members 
Mstep: Class 5 contains 179728 members 
Mstep: Class 6 contains 24740 members 
Mstep: Class 7 contains 11671 members 
Mstep: Class 8 contains 2504 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 12919 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 13145 members 
Mstep: Class 13 contains 106247 members 
Mstep: Class 14 contains 150764 members 
Mstep: Class 15 contains 167333 members 
Mstep: Class 16 contains 67689 members 
Mstep: Class 17 contains 94632 members 
Mstep: Class 18 contains 19852 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 27333 members 
Mstep: Class 21 contains 7669 members 
Mstep: Class 22 contains 27138 members 
Mstep: Class 23 contains 11101 members 
Mstep: Class 24 contains 16180 members 
Mstep: Class 25 contains 3305 members 
Mstep: Class 26 contains 4021 members 
Mstep: Class 27 contains 38664 members 
Mstep: Class 28 contains 40228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156055360.000000 Penalty: 97997.882812
Iteration 101Q: 29 clusters Score -1.560554e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174687 members 
Mstep: Class 2 contains 88862 members 
Mstep: Class 3 contains 35742 members 
Mstep: Class 4 contains 5407 members 
Mstep: Class 5 contains 179910 members 
Mstep: Class 6 contains 24779 members 
Mstep: Class 7 contains 11673 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 12920 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 13319 members 
Mstep: Class 13 contains 106377 members 
Mstep: Class 14 contains 150702 members 
Mstep: Class 15 contains 167204 members 
Mstep: Class 16 contains 67645 members 
Mstep: Class 17 contains 94617 members 
Mstep: Class 18 contains 19854 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 27167 members 
Mstep: Class 21 contains 7670 members 
Mstep: Class 22 contains 27140 members 
Mstep: Class 23 contains 11121 members 
Mstep: Class 24 contains 16181 members 
Mstep: Class 25 contains 3307 members 
Mstep: Class 26 contains 4024 members 
Mstep: Class 27 contains 38636 members 
Mstep: Class 28 contains 40226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156055760.000000 Penalty: 97997.882812
Iteration 102Q: 29 clusters Score -1.560558e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174650 members 
Mstep: Class 2 contains 88765 members 
Mstep: Class 3 contains 35746 members 
Mstep: Class 4 contains 5413 members 
Mstep: Class 5 contains 180051 members 
Mstep: Class 6 contains 24817 members 
Mstep: Class 7 contains 11661 members 
Mstep: Class 8 contains 2497 members 
Mstep: Class 9 contains 8244 members 
Mstep: Class 10 contains 12923 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 13454 members 
Mstep: Class 13 contains 106494 members 
Mstep: Class 14 contains 150639 members 
Mstep: Class 15 contains 167093 members 
Mstep: Class 16 contains 67592 members 
Mstep: Class 17 contains 94607 members 
Mstep: Class 18 contains 19860 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 27028 members 
Mstep: Class 21 contains 7672 members 
Mstep: Class 22 contains 27152 members 
Mstep: Class 23 contains 11191 members 
Mstep: Class 24 contains 16184 members 
Mstep: Class 25 contains 3312 members 
Mstep: Class 26 contains 4033 members 
Mstep: Class 27 contains 38624 members 
Mstep: Class 28 contains 40211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056048.000000 Penalty: 97997.882812
Iteration 103Q: 29 clusters Score -1.56056e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174632 members 
Mstep: Class 2 contains 88676 members 
Mstep: Class 3 contains 35747 members 
Mstep: Class 4 contains 5420 members 
Mstep: Class 5 contains 180224 members 
Mstep: Class 6 contains 24855 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 12924 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 13563 members 
Mstep: Class 13 contains 106572 members 
Mstep: Class 14 contains 150572 members 
Mstep: Class 15 contains 166992 members 
Mstep: Class 16 contains 67518 members 
Mstep: Class 17 contains 94607 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 26880 members 
Mstep: Class 21 contains 7678 members 
Mstep: Class 22 contains 27178 members 
Mstep: Class 23 contains 11284 members 
Mstep: Class 24 contains 16187 members 
Mstep: Class 25 contains 3310 members 
Mstep: Class 26 contains 4037 members 
Mstep: Class 27 contains 38600 members 
Mstep: Class 28 contains 40191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056160.000000 Penalty: 97997.882812
Iteration 104Q: 29 clusters Score -1.560562e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174614 members 
Mstep: Class 2 contains 88560 members 
Mstep: Class 3 contains 35758 members 
Mstep: Class 4 contains 5423 members 
Mstep: Class 5 contains 180373 members 
Mstep: Class 6 contains 24896 members 
Mstep: Class 7 contains 11639 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 12927 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 106678 members 
Mstep: Class 14 contains 150532 members 
Mstep: Class 15 contains 166881 members 
Mstep: Class 16 contains 67453 members 
Mstep: Class 17 contains 94607 members 
Mstep: Class 18 contains 19872 members 
Mstep: Class 19 contains 5128 members 
Mstep: Class 20 contains 26738 members 
Mstep: Class 21 contains 7688 members 
Mstep: Class 22 contains 27202 members 
Mstep: Class 23 contains 11399 members 
Mstep: Class 24 contains 16189 members 
Mstep: Class 25 contains 3307 members 
Mstep: Class 26 contains 4036 members 
Mstep: Class 27 contains 38582 members 
Mstep: Class 28 contains 40173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056112.000000 Penalty: 97997.882812
Iteration 105Q: 29 clusters Score -1.560561e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174626 members 
Mstep: Class 2 contains 88457 members 
Mstep: Class 3 contains 35756 members 
Mstep: Class 4 contains 5433 members 
Mstep: Class 5 contains 180525 members 
Mstep: Class 6 contains 24927 members 
Mstep: Class 7 contains 11617 members 
Mstep: Class 8 contains 2506 members 
Mstep: Class 9 contains 8242 members 
Mstep: Class 10 contains 12929 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13704 members 
Mstep: Class 13 contains 106757 members 
Mstep: Class 14 contains 150486 members 
Mstep: Class 15 contains 166781 members 
Mstep: Class 16 contains 67397 members 
Mstep: Class 17 contains 94612 members 
Mstep: Class 18 contains 19879 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 26605 members 
Mstep: Class 21 contains 7696 members 
Mstep: Class 22 contains 27209 members 
Mstep: Class 23 contains 11512 members 
Mstep: Class 24 contains 16190 members 
Mstep: Class 25 contains 3304 members 
Mstep: Class 26 contains 4038 members 
Mstep: Class 27 contains 38564 members 
Mstep: Class 28 contains 40157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056288.000000 Penalty: 97997.882812
Iteration 106Q: 29 clusters Score -1.560563e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174621 members 
Mstep: Class 2 contains 88362 members 
Mstep: Class 3 contains 35745 members 
Mstep: Class 4 contains 5440 members 
Mstep: Class 5 contains 180696 members 
Mstep: Class 6 contains 24955 members 
Mstep: Class 7 contains 11611 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 8242 members 
Mstep: Class 10 contains 12930 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13753 members 
Mstep: Class 13 contains 106865 members 
Mstep: Class 14 contains 150444 members 
Mstep: Class 15 contains 166677 members 
Mstep: Class 16 contains 67348 members 
Mstep: Class 17 contains 94612 members 
Mstep: Class 18 contains 19879 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 26473 members 
Mstep: Class 21 contains 7705 members 
Mstep: Class 22 contains 27224 members 
Mstep: Class 23 contains 11615 members 
Mstep: Class 24 contains 16183 members 
Mstep: Class 25 contains 3305 members 
Mstep: Class 26 contains 4038 members 
Mstep: Class 27 contains 38538 members 
Mstep: Class 28 contains 40134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056288.000000 Penalty: 97997.882812
Iteration 107Q: 29 clusters Score -1.560563e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174607 members 
Mstep: Class 2 contains 88260 members 
Mstep: Class 3 contains 35739 members 
Mstep: Class 4 contains 5442 members 
Mstep: Class 5 contains 180882 members 
Mstep: Class 6 contains 24978 members 
Mstep: Class 7 contains 11612 members 
Mstep: Class 8 contains 2518 members 
Mstep: Class 9 contains 8242 members 
Mstep: Class 10 contains 12929 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13793 members 
Mstep: Class 13 contains 106962 members 
Mstep: Class 14 contains 150393 members 
Mstep: Class 15 contains 166577 members 
Mstep: Class 16 contains 67312 members 
Mstep: Class 17 contains 94609 members 
Mstep: Class 18 contains 19881 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 26342 members 
Mstep: Class 21 contains 7710 members 
Mstep: Class 22 contains 27244 members 
Mstep: Class 23 contains 11707 members 
Mstep: Class 24 contains 16183 members 
Mstep: Class 25 contains 3306 members 
Mstep: Class 26 contains 4043 members 
Mstep: Class 27 contains 38518 members 
Mstep: Class 28 contains 40118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056096.000000 Penalty: 97997.882812
Iteration 108Q: 29 clusters Score -1.560561e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174590 members 
Mstep: Class 2 contains 88165 members 
Mstep: Class 3 contains 35735 members 
Mstep: Class 4 contains 5450 members 
Mstep: Class 5 contains 181071 members 
Mstep: Class 6 contains 24998 members 
Mstep: Class 7 contains 11617 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 8242 members 
Mstep: Class 10 contains 12932 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13821 members 
Mstep: Class 13 contains 107070 members 
Mstep: Class 14 contains 150310 members 
Mstep: Class 15 contains 166470 members 
Mstep: Class 16 contains 67280 members 
Mstep: Class 17 contains 94603 members 
Mstep: Class 18 contains 19884 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 26248 members 
Mstep: Class 21 contains 7716 members 
Mstep: Class 22 contains 27273 members 
Mstep: Class 23 contains 11768 members 
Mstep: Class 24 contains 16185 members 
Mstep: Class 25 contains 3310 members 
Mstep: Class 26 contains 4047 members 
Mstep: Class 27 contains 38487 members 
Mstep: Class 28 contains 40113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056272.000000 Penalty: 97997.882812
Iteration 109Q: 29 clusters Score -1.560563e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174586 members 
Mstep: Class 2 contains 88079 members 
Mstep: Class 3 contains 35738 members 
Mstep: Class 4 contains 5466 members 
Mstep: Class 5 contains 181234 members 
Mstep: Class 6 contains 25019 members 
Mstep: Class 7 contains 11617 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 8242 members 
Mstep: Class 10 contains 12932 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13846 members 
Mstep: Class 13 contains 107164 members 
Mstep: Class 14 contains 150246 members 
Mstep: Class 15 contains 166384 members 
Mstep: Class 16 contains 67240 members 
Mstep: Class 17 contains 94603 members 
Mstep: Class 18 contains 19885 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 26153 members 
Mstep: Class 21 contains 7714 members 
Mstep: Class 22 contains 27293 members 
Mstep: Class 23 contains 11827 members 
Mstep: Class 24 contains 16186 members 
Mstep: Class 25 contains 3313 members 
Mstep: Class 26 contains 4052 members 
Mstep: Class 27 contains 38463 members 
Mstep: Class 28 contains 40099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056464.000000 Penalty: 97997.882812
Iteration 110Q: 29 clusters Score -1.560565e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174584 members 
Mstep: Class 2 contains 88005 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 5477 members 
Mstep: Class 5 contains 181368 members 
Mstep: Class 6 contains 25031 members 
Mstep: Class 7 contains 11614 members 
Mstep: Class 8 contains 2529 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 12933 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13858 members 
Mstep: Class 13 contains 107262 members 
Mstep: Class 14 contains 150179 members 
Mstep: Class 15 contains 166314 members 
Mstep: Class 16 contains 67216 members 
Mstep: Class 17 contains 94603 members 
Mstep: Class 18 contains 19888 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 26075 members 
Mstep: Class 21 contains 7715 members 
Mstep: Class 22 contains 27295 members 
Mstep: Class 23 contains 11868 members 
Mstep: Class 24 contains 16187 members 
Mstep: Class 25 contains 3316 members 
Mstep: Class 26 contains 4060 members 
Mstep: Class 27 contains 38441 members 
Mstep: Class 28 contains 40092 members 
Entering Unmasked Estep 
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Score: -156056368.000000 Penalty: 97997.882812
Iteration 111Q: 29 clusters Score -1.560564e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174583 members 
Mstep: Class 2 contains 87942 members 
Mstep: Class 3 contains 35749 members 
Mstep: Class 4 contains 5486 members 
Mstep: Class 5 contains 181501 members 
Mstep: Class 6 contains 25043 members 
Mstep: Class 7 contains 11618 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 8244 members 
Mstep: Class 10 contains 12934 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13855 members 
Mstep: Class 13 contains 107359 members 
Mstep: Class 14 contains 150143 members 
Mstep: Class 15 contains 166231 members 
Mstep: Class 16 contains 67169 members 
Mstep: Class 17 contains 94599 members 
Mstep: Class 18 contains 19890 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 26018 members 
Mstep: Class 21 contains 7717 members 
Mstep: Class 22 contains 27304 members 
Mstep: Class 23 contains 11906 members 
Mstep: Class 24 contains 16189 members 
Mstep: Class 25 contains 3321 members 
Mstep: Class 26 contains 4063 members 
Mstep: Class 27 contains 38425 members 
Mstep: Class 28 contains 40082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056352.000000 Penalty: 97997.882812
Iteration 112Q: 29 clusters Score -1.560564e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174581 members 
Mstep: Class 2 contains 87870 members 
Mstep: Class 3 contains 35748 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 5 contains 181634 members 
Mstep: Class 6 contains 25052 members 
Mstep: Class 7 contains 11624 members 
Mstep: Class 8 contains 2536 members 
Mstep: Class 9 contains 8245 members 
Mstep: Class 10 contains 12936 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13852 members 
Mstep: Class 13 contains 107451 members 
Mstep: Class 14 contains 150095 members 
Mstep: Class 15 contains 166165 members 
Mstep: Class 16 contains 67129 members 
Mstep: Class 17 contains 94599 members 
Mstep: Class 18 contains 19892 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 25967 members 
Mstep: Class 21 contains 7717 members 
Mstep: Class 22 contains 27310 members 
Mstep: Class 23 contains 11934 members 
Mstep: Class 24 contains 16187 members 
Mstep: Class 25 contains 3323 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 38414 members 
Mstep: Class 28 contains 40077 members 
Entering Unmasked Estep 
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Score: -156056448.000000 Penalty: 97997.882812
Iteration 113Q: 29 clusters Score -1.560564e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174584 members 
Mstep: Class 2 contains 87816 members 
Mstep: Class 3 contains 35743 members 
Mstep: Class 4 contains 5509 members 
Mstep: Class 5 contains 181761 members 
Mstep: Class 6 contains 25066 members 
Mstep: Class 7 contains 11636 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 12935 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13849 members 
Mstep: Class 13 contains 107535 members 
Mstep: Class 14 contains 150047 members 
Mstep: Class 15 contains 166097 members 
Mstep: Class 16 contains 67083 members 
Mstep: Class 17 contains 94600 members 
Mstep: Class 18 contains 19895 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 25925 members 
Mstep: Class 21 contains 7718 members 
Mstep: Class 22 contains 27315 members 
Mstep: Class 23 contains 11949 members 
Mstep: Class 24 contains 16183 members 
Mstep: Class 25 contains 3325 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 38399 members 
Mstep: Class 28 contains 40074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056368.000000 Penalty: 97997.882812
Iteration 114Q: 29 clusters Score -1.560564e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174574 members 
Mstep: Class 2 contains 87763 members 
Mstep: Class 3 contains 35747 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 181845 members 
Mstep: Class 6 contains 25086 members 
Mstep: Class 7 contains 11644 members 
Mstep: Class 8 contains 2540 members 
Mstep: Class 9 contains 8247 members 
Mstep: Class 10 contains 12936 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13842 members 
Mstep: Class 13 contains 107638 members 
Mstep: Class 14 contains 150007 members 
Mstep: Class 15 contains 166005 members 
Mstep: Class 16 contains 67054 members 
Mstep: Class 17 contains 94598 members 
Mstep: Class 18 contains 19897 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 25894 members 
Mstep: Class 21 contains 7723 members 
Mstep: Class 22 contains 27330 members 
Mstep: Class 23 contains 11962 members 
Mstep: Class 24 contains 16180 members 
Mstep: Class 25 contains 3327 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 38399 members 
Mstep: Class 28 contains 40070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056368.000000 Penalty: 97997.882812
Iteration 115Q: 29 clusters Score -1.560564e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174575 members 
Mstep: Class 2 contains 87704 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 5534 members 
Mstep: Class 5 contains 181919 members 
Mstep: Class 6 contains 25099 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 2540 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 12937 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13844 members 
Mstep: Class 13 contains 107703 members 
Mstep: Class 14 contains 149977 members 
Mstep: Class 15 contains 165927 members 
Mstep: Class 16 contains 67037 members 
Mstep: Class 17 contains 94600 members 
Mstep: Class 18 contains 19899 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 25871 members 
Mstep: Class 21 contains 7726 members 
Mstep: Class 22 contains 27337 members 
Mstep: Class 23 contains 11971 members 
Mstep: Class 24 contains 16183 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 38393 members 
Mstep: Class 28 contains 40067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056512.000000 Penalty: 97997.882812
Iteration 116Q: 29 clusters Score -1.560565e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174568 members 
Mstep: Class 2 contains 87659 members 
Mstep: Class 3 contains 35756 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 181994 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 12938 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13846 members 
Mstep: Class 13 contains 107773 members 
Mstep: Class 14 contains 149966 members 
Mstep: Class 15 contains 165853 members 
Mstep: Class 16 contains 67010 members 
Mstep: Class 17 contains 94603 members 
Mstep: Class 18 contains 19899 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 25846 members 
Mstep: Class 21 contains 7722 members 
Mstep: Class 22 contains 27350 members 
Mstep: Class 23 contains 11989 members 
Mstep: Class 24 contains 16184 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 38389 members 
Mstep: Class 28 contains 40065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056688.000000 Penalty: 97997.882812
Iteration 117Q: 29 clusters Score -1.560567e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174574 members 
Mstep: Class 2 contains 87632 members 
Mstep: Class 3 contains 35756 members 
Mstep: Class 4 contains 5548 members 
Mstep: Class 5 contains 182039 members 
Mstep: Class 6 contains 25116 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 12939 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13843 members 
Mstep: Class 13 contains 107840 members 
Mstep: Class 14 contains 149963 members 
Mstep: Class 15 contains 165779 members 
Mstep: Class 16 contains 66999 members 
Mstep: Class 17 contains 94606 members 
Mstep: Class 18 contains 19899 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 25816 members 
Mstep: Class 21 contains 7715 members 
Mstep: Class 22 contains 27361 members 
Mstep: Class 23 contains 12001 members 
Mstep: Class 24 contains 16183 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 4079 members 
Mstep: Class 27 contains 38379 members 
Mstep: Class 28 contains 40064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056704.000000 Penalty: 97997.882812
Iteration 118Q: 29 clusters Score -1.560567e+08 nChanged 400
Entering ConstructFrom: 
Score: -156056704.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (174568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174568 members 
Entering Unmasked Estep 
Score: -20841568.000000 Penalty: 2993.377197
	Iteration 0F: 2 clusters Score -2.084157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87216 members 
Mstep: Class 2 contains 87352 members 
Entering Unmasked Estep 
Score: -20731982.000000 Penalty: 5986.754395
	Iteration 0F: 3 clusters Score -2.073198e+07 nChanged 83579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90039 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -20781182.000000 Penalty: 5986.754395
	Iteration 1F: 3 clusters Score -2.078118e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91966 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -20783404.000000 Penalty: 5986.754395
	Iteration 2Q: 3 clusters Score -2.07834e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 79878 members 
Entering Unmasked Estep 
Score: -20786800.000000 Penalty: 5986.754395
	Iteration 3Q: 3 clusters Score -2.07868e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98622 members 
Mstep: Class 2 contains 75946 members 
Entering Unmasked Estep 
Score: -20791500.000000 Penalty: 5986.754395
	Iteration 4F: 3 clusters Score -2.07915e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
Score: -20797118.000000 Penalty: 5986.754395
	Iteration 5F: 3 clusters Score -2.079712e+07 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110840 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -20803468.000000 Penalty: 5986.754395
	Iteration 6F: 3 clusters Score -2.080347e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118817 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -20810084.000000 Penalty: 5986.754395
	Iteration 7F: 3 clusters Score -2.081008e+07 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127436 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -20816516.000000 Penalty: 5986.754395
	Iteration 8F: 3 clusters Score -2.081652e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136084 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -20822766.000000 Penalty: 5986.754395
	Iteration 9F: 3 clusters Score -2.082277e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144246 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -20828706.000000 Penalty: 5986.754395
	Iteration 10Q: 3 clusters Score -2.082871e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151422 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -20833392.000000 Penalty: 5986.754395
	Iteration 11Q: 3 clusters Score -2.083339e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157303 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -20836488.000000 Penalty: 5986.754395
	Iteration 12Q: 3 clusters Score -2.083649e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161578 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -20838414.000000 Penalty: 5986.754395
	Iteration 13Q: 3 clusters Score -2.083841e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164551 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -20839520.000000 Penalty: 5986.754395
	Iteration 14Q: 3 clusters Score -2.083952e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166499 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -20840190.000000 Penalty: 5986.754395
	Iteration 15Q: 3 clusters Score -2.084019e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167852 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -20840358.000000 Penalty: 5986.754395
	Iteration 16Q: 3 clusters Score -2.084036e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168778 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -20840498.000000 Penalty: 5986.754395
	Iteration 17Q: 3 clusters Score -2.08405e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169455 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -20840504.000000 Penalty: 5986.754395
	Iteration 18Q: 3 clusters Score -2.08405e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169945 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -20840508.000000 Penalty: 5986.754395
	Iteration 19Q: 3 clusters Score -2.084051e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170338 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -20840576.000000 Penalty: 5986.754395
	Iteration 20F: 3 clusters Score -2.084058e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170643 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -20840572.000000 Penalty: 5986.754395
	Iteration 21Q: 3 clusters Score -2.084057e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170886 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -20840552.000000 Penalty: 5986.754395
	Iteration 22Q: 3 clusters Score -2.084055e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171077 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -20840530.000000 Penalty: 5986.754395
	Iteration 23Q: 3 clusters Score -2.084053e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171231 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -20840510.000000 Penalty: 5986.754395
	Iteration 24Q: 3 clusters Score -2.084051e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171358 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -20840530.000000 Penalty: 5986.754395
	Iteration 25Q: 3 clusters Score -2.084053e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171484 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -20840508.000000 Penalty: 5986.754395
	Iteration 26Q: 3 clusters Score -2.084051e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171587 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -20840480.000000 Penalty: 5986.754395
	Iteration 27Q: 3 clusters Score -2.084048e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171667 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -20840502.000000 Penalty: 5986.754395
	Iteration 28Q: 3 clusters Score -2.08405e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171745 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -20840452.000000 Penalty: 5986.754395
	Iteration 29Q: 3 clusters Score -2.084045e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171808 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -20840438.000000 Penalty: 5986.754395
	Iteration 30Q: 3 clusters Score -2.084044e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171857 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -20840434.000000 Penalty: 5986.754395
	Iteration 31Q: 3 clusters Score -2.084043e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171905 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -20840448.000000 Penalty: 5986.754395
	Iteration 32Q: 3 clusters Score -2.084045e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171940 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -20840442.000000 Penalty: 5986.754395
	Iteration 33Q: 3 clusters Score -2.084044e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171981 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -20840422.000000 Penalty: 5986.754395
	Iteration 34Q: 3 clusters Score -2.084042e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172015 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -20840434.000000 Penalty: 5986.754395
	Iteration 35Q: 3 clusters Score -2.084043e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172054 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -20840426.000000 Penalty: 5986.754395
	Iteration 36Q: 3 clusters Score -2.084043e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172087 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -20840400.000000 Penalty: 5986.754395
	Iteration 37Q: 3 clusters Score -2.08404e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172120 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -20840396.000000 Penalty: 5986.754395
	Iteration 38Q: 3 clusters Score -2.08404e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172142 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -20840362.000000 Penalty: 5986.754395
	Iteration 39Q: 3 clusters Score -2.084036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172152 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -20840364.000000 Penalty: 5986.754395
	Iteration 40F: 3 clusters Score -2.084036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172162 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -20840360.000000 Penalty: 5986.754395
	Iteration 41Q: 3 clusters Score -2.084036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172172 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -20840330.000000 Penalty: 5986.754395
	Iteration 42Q: 3 clusters Score -2.084033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172180 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -20840320.000000 Penalty: 5986.754395
	Iteration 43Q: 3 clusters Score -2.084032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172187 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -20840330.000000 Penalty: 5986.754395
	Iteration 44Q: 3 clusters Score -2.084033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172193 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -20840322.000000 Penalty: 5986.754395
	Iteration 45Q: 3 clusters Score -2.084032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172201 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -20840340.000000 Penalty: 5986.754395
	Iteration 46Q: 3 clusters Score -2.084034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172208 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -20840326.000000 Penalty: 5986.754395
	Iteration 47Q: 3 clusters Score -2.084033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172217 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -20840326.000000 Penalty: 5986.754395
	Iteration 48Q: 3 clusters Score -2.084033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172223 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -20840298.000000 Penalty: 5986.754395
	Iteration 49Q: 3 clusters Score -2.08403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172230 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -20840308.000000 Penalty: 5986.754395
	Iteration 50Q: 3 clusters Score -2.084031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172236 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -20840296.000000 Penalty: 5986.754395
	Iteration 51Q: 3 clusters Score -2.08403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172245 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -20840322.000000 Penalty: 5986.754395
	Iteration 52Q: 3 clusters Score -2.084032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172255 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -20840320.000000 Penalty: 5986.754395
	Iteration 53Q: 3 clusters Score -2.084032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172266 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -20840312.000000 Penalty: 5986.754395
	Iteration 54Q: 3 clusters Score -2.084031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172280 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -20840318.000000 Penalty: 5986.754395
	Iteration 55Q: 3 clusters Score -2.084032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172293 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -20840318.000000 Penalty: 5986.754395
	Iteration 56Q: 3 clusters Score -2.084032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172305 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -20840310.000000 Penalty: 5986.754395
	Iteration 57Q: 3 clusters Score -2.084031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172313 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -20840322.000000 Penalty: 5986.754395
	Iteration 58Q: 3 clusters Score -2.084032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172321 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -20840316.000000 Penalty: 5986.754395
	Iteration 59Q: 3 clusters Score -2.084032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172327 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -20840310.000000 Penalty: 5986.754395
	Iteration 60F: 3 clusters Score -2.084031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172335 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -20840318.000000 Penalty: 5986.754395
	Iteration 61Q: 3 clusters Score -2.084032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172340 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -20840316.000000 Penalty: 5986.754395
	Iteration 62Q: 3 clusters Score -2.084032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172346 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -20840304.000000 Penalty: 5986.754395
	Iteration 63Q: 3 clusters Score -2.08403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172350 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -20840302.000000 Penalty: 5986.754395
	Iteration 64Q: 3 clusters Score -2.08403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172358 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -20840318.000000 Penalty: 5986.754395
	Iteration 65Q: 3 clusters Score -2.084032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172363 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -20840316.000000 Penalty: 5986.754395
	Iteration 66Q: 3 clusters Score -2.084032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172367 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -20840310.000000 Penalty: 5986.754395
	Iteration 67Q: 3 clusters Score -2.084031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172369 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -20840306.000000 Penalty: 5986.754395
	Iteration 68Q: 3 clusters Score -2.084031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172370 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -20840308.000000 Penalty: 5986.754395
	Iteration 69Q: 3 clusters Score -2.084031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172372 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -20840316.000000 Penalty: 5986.754395
	Iteration 70Q: 3 clusters Score -2.084032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172374 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -20840298.000000 Penalty: 5986.754395
	Iteration 71Q: 3 clusters Score -2.08403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172377 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -20840304.000000 Penalty: 5986.754395
	Iteration 72Q: 3 clusters Score -2.08403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172380 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -20840304.000000 Penalty: 5986.754395
	Iteration 73Q: 3 clusters Score -2.08403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172379 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -20840302.000000 Penalty: 5986.754395
	Iteration 74Q: 3 clusters Score -2.08403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172380 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -20840312.000000 Penalty: 5986.754395
	Iteration 75Q: 3 clusters Score -2.084031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172383 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -20840300.000000 Penalty: 5986.754395
	Iteration 76Q: 3 clusters Score -2.08403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172384 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -20840302.000000 Penalty: 5986.754395
	Iteration 77Q: 3 clusters Score -2.08403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172386 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -20840310.000000 Penalty: 5986.754395
	Iteration 78Q: 3 clusters Score -2.084031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172387 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -20840304.000000 Penalty: 5986.754395
	Iteration 79Q: 3 clusters Score -2.08403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172387 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -20840304.000000 Penalty: 5986.754395
	Iteration 80F: 3 clusters Score -2.08403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (87603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87603 members 
Entering Unmasked Estep 
Score: -10382234.000000 Penalty: 2822.381348
	Iteration 0F: 2 clusters Score -1.038223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -10323507.000000 Penalty: 5644.762695
	Iteration 0F: 3 clusters Score -1.032351e+07 nChanged 41495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -10347417.000000 Penalty: 5644.762695
	Iteration 1F: 3 clusters Score -1.034742e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -10349068.000000 Penalty: 5644.762695
	Iteration 2Q: 3 clusters Score -1.034907e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -10351602.000000 Penalty: 5644.762695
	Iteration 3Q: 3 clusters Score -1.03516e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -10355037.000000 Penalty: 5644.762695
	Iteration 4F: 3 clusters Score -1.035504e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -10358782.000000 Penalty: 5644.762695
	Iteration 5F: 3 clusters Score -1.035878e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -10362861.000000 Penalty: 5644.762695
	Iteration 6F: 3 clusters Score -1.036286e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -10367279.000000 Penalty: 5644.762695
	Iteration 7F: 3 clusters Score -1.036728e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -10371129.000000 Penalty: 5644.762695
	Iteration 8F: 3 clusters Score -1.037113e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -10373940.000000 Penalty: 5644.762695
	Iteration 9F: 3 clusters Score -1.037394e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -10375298.000000 Penalty: 5644.762695
	Iteration 10Q: 3 clusters Score -1.03753e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -10375997.000000 Penalty: 5644.762695
	Iteration 11Q: 3 clusters Score -1.0376e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -10376362.000000 Penalty: 5644.762695
	Iteration 12Q: 3 clusters Score -1.037636e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -10376541.000000 Penalty: 5644.762695
	Iteration 13Q: 3 clusters Score -1.037654e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -10376751.000000 Penalty: 5644.762695
	Iteration 14Q: 3 clusters Score -1.037675e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -10376958.000000 Penalty: 5644.762695
	Iteration 15Q: 3 clusters Score -1.037696e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -10377082.000000 Penalty: 5644.762695
	Iteration 16Q: 3 clusters Score -1.037708e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -10377208.000000 Penalty: 5644.762695
	Iteration 17Q: 3 clusters Score -1.037721e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -10377296.000000 Penalty: 5644.762695
	Iteration 18Q: 3 clusters Score -1.03773e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -10377423.000000 Penalty: 5644.762695
	Iteration 19Q: 3 clusters Score -1.037742e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -10377541.000000 Penalty: 5644.762695
	Iteration 20F: 3 clusters Score -1.037754e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -10377638.000000 Penalty: 5644.762695
	Iteration 21Q: 3 clusters Score -1.037764e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -10377756.000000 Penalty: 5644.762695
	Iteration 22Q: 3 clusters Score -1.037776e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -10377869.000000 Penalty: 5644.762695
	Iteration 23Q: 3 clusters Score -1.037787e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -10377946.000000 Penalty: 5644.762695
	Iteration 24Q: 3 clusters Score -1.037795e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -10378078.000000 Penalty: 5644.762695
	Iteration 25Q: 3 clusters Score -1.037808e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -10378188.000000 Penalty: 5644.762695
	Iteration 26Q: 3 clusters Score -1.037819e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -10378245.000000 Penalty: 5644.762695
	Iteration 27Q: 3 clusters Score -1.037824e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -10378309.000000 Penalty: 5644.762695
	Iteration 28Q: 3 clusters Score -1.037831e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -10378429.000000 Penalty: 5644.762695
	Iteration 29Q: 3 clusters Score -1.037843e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -10378465.000000 Penalty: 5644.762695
	Iteration 30Q: 3 clusters Score -1.037846e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -10378541.000000 Penalty: 5644.762695
	Iteration 31Q: 3 clusters Score -1.037854e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -10378654.000000 Penalty: 5644.762695
	Iteration 32Q: 3 clusters Score -1.037865e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -10378731.000000 Penalty: 5644.762695
	Iteration 33Q: 3 clusters Score -1.037873e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -10378744.000000 Penalty: 5644.762695
	Iteration 34Q: 3 clusters Score -1.037874e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -10378757.000000 Penalty: 5644.762695
	Iteration 35Q: 3 clusters Score -1.037876e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -10378819.000000 Penalty: 5644.762695
	Iteration 36Q: 3 clusters Score -1.037882e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -10378875.000000 Penalty: 5644.762695
	Iteration 37Q: 3 clusters Score -1.037888e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -10378862.000000 Penalty: 5644.762695
	Iteration 38Q: 3 clusters Score -1.037886e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -10378940.000000 Penalty: 5644.762695
	Iteration 39Q: 3 clusters Score -1.037894e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -10378969.000000 Penalty: 5644.762695
	Iteration 40F: 3 clusters Score -1.037897e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -10379043.000000 Penalty: 5644.762695
	Iteration 41Q: 3 clusters Score -1.037904e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61074 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -10379150.000000 Penalty: 5644.762695
	Iteration 42Q: 3 clusters Score -1.037915e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -10379253.000000 Penalty: 5644.762695
	Iteration 43Q: 3 clusters Score -1.037925e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -10379298.000000 Penalty: 5644.762695
	Iteration 44Q: 3 clusters Score -1.03793e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -10379375.000000 Penalty: 5644.762695
	Iteration 45Q: 3 clusters Score -1.037938e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -10379458.000000 Penalty: 5644.762695
	Iteration 46Q: 3 clusters Score -1.037946e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -10379522.000000 Penalty: 5644.762695
	Iteration 47Q: 3 clusters Score -1.037952e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -10379630.000000 Penalty: 5644.762695
	Iteration 48Q: 3 clusters Score -1.037963e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -10379711.000000 Penalty: 5644.762695
	Iteration 49Q: 3 clusters Score -1.037971e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -10379853.000000 Penalty: 5644.762695
	Iteration 50Q: 3 clusters Score -1.037985e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -10379928.000000 Penalty: 5644.762695
	Iteration 51Q: 3 clusters Score -1.037993e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -10380046.000000 Penalty: 5644.762695
	Iteration 52Q: 3 clusters Score -1.038005e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -10380141.000000 Penalty: 5644.762695
	Iteration 53Q: 3 clusters Score -1.038014e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -10380265.000000 Penalty: 5644.762695
	Iteration 54Q: 3 clusters Score -1.038026e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -10380453.000000 Penalty: 5644.762695
	Iteration 55Q: 3 clusters Score -1.038045e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -10380534.000000 Penalty: 5644.762695
	Iteration 56Q: 3 clusters Score -1.038053e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -10380730.000000 Penalty: 5644.762695
	Iteration 57Q: 3 clusters Score -1.038073e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70532 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -10380886.000000 Penalty: 5644.762695
	Iteration 58Q: 3 clusters Score -1.038089e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -10380988.000000 Penalty: 5644.762695
	Iteration 59Q: 3 clusters Score -1.038099e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -10381137.000000 Penalty: 5644.762695
	Iteration 60F: 3 clusters Score -1.038114e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -10381371.000000 Penalty: 5644.762695
	Iteration 61Q: 3 clusters Score -1.038137e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -10381533.000000 Penalty: 5644.762695
	Iteration 62Q: 3 clusters Score -1.038153e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -10381703.000000 Penalty: 5644.762695
	Iteration 63Q: 3 clusters Score -1.03817e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -10381860.000000 Penalty: 5644.762695
	Iteration 64Q: 3 clusters Score -1.038186e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75223 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -10382029.000000 Penalty: 5644.762695
	Iteration 65Q: 3 clusters Score -1.038203e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -10382190.000000 Penalty: 5644.762695
	Iteration 66Q: 3 clusters Score -1.038219e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -10382332.000000 Penalty: 5644.762695
	Iteration 67Q: 3 clusters Score -1.038233e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -10382482.000000 Penalty: 5644.762695
	Iteration 68Q: 3 clusters Score -1.038248e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -10382635.000000 Penalty: 5644.762695
	Iteration 69Q: 3 clusters Score -1.038264e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77911 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -10382810.000000 Penalty: 5644.762695
	Iteration 70Q: 3 clusters Score -1.038281e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78381 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -10382935.000000 Penalty: 5644.762695
	Iteration 71Q: 3 clusters Score -1.038294e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -10383050.000000 Penalty: 5644.762695
	Iteration 72Q: 3 clusters Score -1.038305e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79184 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -10383140.000000 Penalty: 5644.762695
	Iteration 73Q: 3 clusters Score -1.038314e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -10383194.000000 Penalty: 5644.762695
	Iteration 74Q: 3 clusters Score -1.038319e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -10383236.000000 Penalty: 5644.762695
	Iteration 75Q: 3 clusters Score -1.038324e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -10383329.000000 Penalty: 5644.762695
	Iteration 76Q: 3 clusters Score -1.038333e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -10383432.000000 Penalty: 5644.762695
	Iteration 77Q: 3 clusters Score -1.038343e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -10383540.000000 Penalty: 5644.762695
	Iteration 78Q: 3 clusters Score -1.038354e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -10383581.000000 Penalty: 5644.762695
	Iteration 79Q: 3 clusters Score -1.038358e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -10383600.000000 Penalty: 5644.762695
	Iteration 80F: 3 clusters Score -1.03836e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -10383644.000000 Penalty: 5644.762695
	Iteration 81Q: 3 clusters Score -1.038364e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81385 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -10383723.000000 Penalty: 5644.762695
	Iteration 82Q: 3 clusters Score -1.038372e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81531 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -10383730.000000 Penalty: 5644.762695
	Iteration 83Q: 3 clusters Score -1.038373e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -10383775.000000 Penalty: 5644.762695
	Iteration 84Q: 3 clusters Score -1.038378e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -10383824.000000 Penalty: 5644.762695
	Iteration 85Q: 3 clusters Score -1.038382e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -10383871.000000 Penalty: 5644.762695
	Iteration 86Q: 3 clusters Score -1.038387e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -10383859.000000 Penalty: 5644.762695
	Iteration 87Q: 3 clusters Score -1.038386e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82126 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -10383903.000000 Penalty: 5644.762695
	Iteration 88Q: 3 clusters Score -1.03839e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -10383927.000000 Penalty: 5644.762695
	Iteration 89Q: 3 clusters Score -1.038393e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -10383927.000000 Penalty: 5644.762695
	Iteration 90Q: 3 clusters Score -1.038393e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -10383965.000000 Penalty: 5644.762695
	Iteration 91Q: 3 clusters Score -1.038396e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -10383981.000000 Penalty: 5644.762695
	Iteration 92Q: 3 clusters Score -1.038398e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82464 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -10383971.000000 Penalty: 5644.762695
	Iteration 93Q: 3 clusters Score -1.038397e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82508 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -10383987.000000 Penalty: 5644.762695
	Iteration 94Q: 3 clusters Score -1.038399e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -10383985.000000 Penalty: 5644.762695
	Iteration 95Q: 3 clusters Score -1.038398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -10384015.000000 Penalty: 5644.762695
	Iteration 96Q: 3 clusters Score -1.038402e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -10384016.000000 Penalty: 5644.762695
	Iteration 97Q: 3 clusters Score -1.038402e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -10384022.000000 Penalty: 5644.762695
	Iteration 98Q: 3 clusters Score -1.038402e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -10384024.000000 Penalty: 5644.762695
	Iteration 99Q: 3 clusters Score -1.038402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82669 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -10384001.000000 Penalty: 5644.762695
	Iteration 100F: 3 clusters Score -1.0384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -10384012.000000 Penalty: 5644.762695
	Iteration 101Q: 3 clusters Score -1.038401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -10384021.000000 Penalty: 5644.762695
	Iteration 102Q: 3 clusters Score -1.038402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82708 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -10384020.000000 Penalty: 5644.762695
	Iteration 103Q: 3 clusters Score -1.038402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -10384019.000000 Penalty: 5644.762695
	Iteration 104Q: 3 clusters Score -1.038402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -10384028.000000 Penalty: 5644.762695
	Iteration 105Q: 3 clusters Score -1.038403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -10384026.000000 Penalty: 5644.762695
	Iteration 106Q: 3 clusters Score -1.038403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -10384026.000000 Penalty: 5644.762695
	Iteration 107Q: 3 clusters Score -1.038403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82736 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -10384025.000000 Penalty: 5644.762695
	Iteration 108Q: 3 clusters Score -1.038402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -10384011.000000 Penalty: 5644.762695
	Iteration 109Q: 3 clusters Score -1.038401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -10384012.000000 Penalty: 5644.762695
	Iteration 110Q: 3 clusters Score -1.038401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -10384016.000000 Penalty: 5644.762695
	Iteration 111Q: 3 clusters Score -1.038402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -10384016.000000 Penalty: 5644.762695
	Iteration 112F: 3 clusters Score -1.038402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174568 members 
Mstep: Class 2 contains 82739 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 182068 members 
Mstep: Class 6 contains 25126 members 
Mstep: Class 7 contains 11658 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8251 members 
Mstep: Class 10 contains 12941 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13841 members 
Mstep: Class 13 contains 107908 members 
Mstep: Class 14 contains 149958 members 
Mstep: Class 15 contains 165716 members 
Mstep: Class 16 contains 66993 members 
Mstep: Class 17 contains 94611 members 
Mstep: Class 18 contains 19901 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 25793 members 
Mstep: Class 21 contains 7702 members 
Mstep: Class 22 contains 27368 members 
Mstep: Class 23 contains 12015 members 
Mstep: Class 24 contains 16183 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 4082 members 
Mstep: Class 27 contains 38370 members 
Mstep: Class 28 contains 40073 members 
Mstep: Class 29 contains 4864 members 
Entering Unmasked Estep 
Score: -156058208.000000 Penalty: 101497.804688
Splitting cluster 2 changes total score from -156056704.000000 to -156058208.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 3 (35752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Entering Unmasked Estep 
Score: -4250044.500000 Penalty: 2600.121582
	Iteration 0F: 2 clusters Score -4250044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -4225703.500000 Penalty: 5200.243164
	Iteration 0F: 3 clusters Score -4225704 nChanged 16308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -4234750.000000 Penalty: 5200.243164
	Iteration 1F: 3 clusters Score -4234750 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -4235327.000000 Penalty: 5200.243164
	Iteration 2Q: 3 clusters Score -4235327 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -4235859.000000 Penalty: 5200.243164
	Iteration 3Q: 3 clusters Score -4235859 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -4236400.000000 Penalty: 5200.243164
	Iteration 4Q: 3 clusters Score -4236400 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4237001.000000 Penalty: 5200.243164
	Iteration 5Q: 3 clusters Score -4237001 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -4237717.000000 Penalty: 5200.243164
	Iteration 6Q: 3 clusters Score -4237717 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -4238620.500000 Penalty: 5200.243164
	Iteration 7Q: 3 clusters Score -4238620 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -4239658.500000 Penalty: 5200.243164
	Iteration 8F: 3 clusters Score -4239658 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -4240819.000000 Penalty: 5200.243164
	Iteration 9F: 3 clusters Score -4240819 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -4241907.000000 Penalty: 5200.243164
	Iteration 10F: 3 clusters Score -4241907 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -4242849.000000 Penalty: 5200.243164
	Iteration 11Q: 3 clusters Score -4242849 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -4243633.500000 Penalty: 5200.243164
	Iteration 12Q: 3 clusters Score -4243634 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -4244248.000000 Penalty: 5200.243164
	Iteration 13Q: 3 clusters Score -4244248 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -4244669.000000 Penalty: 5200.243164
	Iteration 14Q: 3 clusters Score -4244669 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -4244978.500000 Penalty: 5200.243164
	Iteration 15Q: 3 clusters Score -4244978 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -4245256.500000 Penalty: 5200.243164
	Iteration 16Q: 3 clusters Score -4245256 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -4245474.000000 Penalty: 5200.243164
	Iteration 17Q: 3 clusters Score -4245474 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -4245667.000000 Penalty: 5200.243164
	Iteration 18Q: 3 clusters Score -4245667 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -4245816.500000 Penalty: 5200.243164
	Iteration 19Q: 3 clusters Score -4245816 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -4245928.500000 Penalty: 5200.243164
	Iteration 20F: 3 clusters Score -4245928 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -4246039.000000 Penalty: 5200.243164
	Iteration 21Q: 3 clusters Score -4246039 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -4246139.500000 Penalty: 5200.243164
	Iteration 22Q: 3 clusters Score -4246140 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -4246227.000000 Penalty: 5200.243164
	Iteration 23Q: 3 clusters Score -4246227 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -4246317.000000 Penalty: 5200.243164
	Iteration 24Q: 3 clusters Score -4246317 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -4246418.500000 Penalty: 5200.243164
	Iteration 25Q: 3 clusters Score -4246418 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -4246493.000000 Penalty: 5200.243164
	Iteration 26Q: 3 clusters Score -4246493 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -4246558.000000 Penalty: 5200.243164
	Iteration 27Q: 3 clusters Score -4246558 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -4246594.500000 Penalty: 5200.243164
	Iteration 28Q: 3 clusters Score -4246594 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -4246634.000000 Penalty: 5200.243164
	Iteration 29Q: 3 clusters Score -4246634 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4246654.000000 Penalty: 5200.243164
	Iteration 30Q: 3 clusters Score -4246654 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -4246686.500000 Penalty: 5200.243164
	Iteration 31Q: 3 clusters Score -4246686 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -4246728.500000 Penalty: 5200.243164
	Iteration 32Q: 3 clusters Score -4246728 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -4246744.000000 Penalty: 5200.243164
	Iteration 33Q: 3 clusters Score -4246744 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -4246756.500000 Penalty: 5200.243164
	Iteration 34Q: 3 clusters Score -4246756 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -4246780.500000 Penalty: 5200.243164
	Iteration 35Q: 3 clusters Score -4246780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -4246786.500000 Penalty: 5200.243164
	Iteration 36Q: 3 clusters Score -4246786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -4246804.000000 Penalty: 5200.243164
	Iteration 37Q: 3 clusters Score -4246804 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4246815.000000 Penalty: 5200.243164
	Iteration 38Q: 3 clusters Score -4246815 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -4246807.000000 Penalty: 5200.243164
	Iteration 39Q: 3 clusters Score -4246807 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -4246810.000000 Penalty: 5200.243164
	Iteration 40F: 3 clusters Score -4246810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -4246811.000000 Penalty: 5200.243164
	Iteration 41Q: 3 clusters Score -4246811 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -4246824.000000 Penalty: 5200.243164
	Iteration 42Q: 3 clusters Score -4246824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -4246827.000000 Penalty: 5200.243164
	Iteration 43Q: 3 clusters Score -4246827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -4246833.500000 Penalty: 5200.243164
	Iteration 44Q: 3 clusters Score -4246834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -4246838.500000 Penalty: 5200.243164
	Iteration 45Q: 3 clusters Score -4246838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -4246853.500000 Penalty: 5200.243164
	Iteration 46Q: 3 clusters Score -4246854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -4246849.000000 Penalty: 5200.243164
	Iteration 47Q: 3 clusters Score -4246849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -4246852.500000 Penalty: 5200.243164
	Iteration 48Q: 3 clusters Score -4246852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -4246855.500000 Penalty: 5200.243164
	Iteration 49Q: 3 clusters Score -4246856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -4246849.500000 Penalty: 5200.243164
	Iteration 50Q: 3 clusters Score -4246850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -4246853.000000 Penalty: 5200.243164
	Iteration 51Q: 3 clusters Score -4246853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -4246859.500000 Penalty: 5200.243164
	Iteration 52Q: 3 clusters Score -4246860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -4246862.500000 Penalty: 5200.243164
	Iteration 53Q: 3 clusters Score -4246862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -4246865.500000 Penalty: 5200.243164
	Iteration 54Q: 3 clusters Score -4246866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -4246869.000000 Penalty: 5200.243164
	Iteration 55Q: 3 clusters Score -4246869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -4246867.000000 Penalty: 5200.243164
	Iteration 56Q: 3 clusters Score -4246867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -4246864.500000 Penalty: 5200.243164
	Iteration 57Q: 3 clusters Score -4246864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4246868.500000 Penalty: 5200.243164
	Iteration 58Q: 3 clusters Score -4246868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -4246864.000000 Penalty: 5200.243164
	Iteration 59Q: 3 clusters Score -4246864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -4246870.500000 Penalty: 5200.243164
	Iteration 60F: 3 clusters Score -4246870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -4246876.000000 Penalty: 5200.243164
	Iteration 61Q: 3 clusters Score -4246876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -4246876.000000 Penalty: 5200.243164
	Iteration 62Q: 3 clusters Score -4246876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -4246876.500000 Penalty: 5200.243164
	Iteration 63Q: 3 clusters Score -4246876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -4246876.500000 Penalty: 5200.243164
	Iteration 64Q: 3 clusters Score -4246876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -4246886.000000 Penalty: 5200.243164
	Iteration 65Q: 3 clusters Score -4246886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -4246889.000000 Penalty: 5200.243164
	Iteration 66Q: 3 clusters Score -4246889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -4246881.500000 Penalty: 5200.243164
	Iteration 67Q: 3 clusters Score -4246882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -4246878.500000 Penalty: 5200.243164
	Iteration 68Q: 3 clusters Score -4246878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -4246877.000000 Penalty: 5200.243164
	Iteration 69Q: 3 clusters Score -4246877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -4246883.500000 Penalty: 5200.243164
	Iteration 70Q: 3 clusters Score -4246884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4246880.500000 Penalty: 5200.243164
	Iteration 71Q: 3 clusters Score -4246880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -4246882.500000 Penalty: 5200.243164
	Iteration 72Q: 3 clusters Score -4246882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -4246882.500000 Penalty: 5200.243164
	Iteration 73F: 3 clusters Score -4246882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Entering Unmasked Estep 
Score: -664350.625000 Penalty: 2138.413330
	Iteration 0F: 2 clusters Score -664350.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -659515.062500 Penalty: 4276.826660
	Iteration 0F: 3 clusters Score -659515.1 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -660738.187500 Penalty: 4276.826660
	Iteration 1F: 3 clusters Score -660738.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -661006.937500 Penalty: 4276.826660
	Iteration 2F: 3 clusters Score -661006.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -661165.875000 Penalty: 4276.826660
	Iteration 3F: 3 clusters Score -661165.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -661259.312500 Penalty: 4276.826660
	Iteration 4Q: 3 clusters Score -661259.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -661325.062500 Penalty: 4276.826660
	Iteration 5Q: 3 clusters Score -661325.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -661374.125000 Penalty: 4276.826660
	Iteration 6Q: 3 clusters Score -661374.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -661419.437500 Penalty: 4276.826660
	Iteration 7Q: 3 clusters Score -661419.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -661461.000000 Penalty: 4276.826660
	Iteration 8Q: 3 clusters Score -661461 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -661498.062500 Penalty: 4276.826660
	Iteration 9Q: 3 clusters Score -661498.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -661535.875000 Penalty: 4276.826660
	Iteration 10Q: 3 clusters Score -661535.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -661572.562500 Penalty: 4276.826660
	Iteration 11Q: 3 clusters Score -661572.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -661611.187500 Penalty: 4276.826660
	Iteration 12Q: 3 clusters Score -661611.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -661644.125000 Penalty: 4276.826660
	Iteration 13Q: 3 clusters Score -661644.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -661682.312500 Penalty: 4276.826660
	Iteration 14Q: 3 clusters Score -661682.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -661719.125000 Penalty: 4276.826660
	Iteration 15Q: 3 clusters Score -661719.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -661753.625000 Penalty: 4276.826660
	Iteration 16Q: 3 clusters Score -661753.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -661786.562500 Penalty: 4276.826660
	Iteration 17Q: 3 clusters Score -661786.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -661813.187500 Penalty: 4276.826660
	Iteration 18Q: 3 clusters Score -661813.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -661837.750000 Penalty: 4276.826660
	Iteration 19Q: 3 clusters Score -661837.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -661862.875000 Penalty: 4276.826660
	Iteration 20F: 3 clusters Score -661862.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -661888.062500 Penalty: 4276.826660
	Iteration 21Q: 3 clusters Score -661888.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -661911.000000 Penalty: 4276.826660
	Iteration 22Q: 3 clusters Score -661911 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -661939.687500 Penalty: 4276.826660
	Iteration 23Q: 3 clusters Score -661939.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -661969.500000 Penalty: 4276.826660
	Iteration 24Q: 3 clusters Score -661969.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -661996.250000 Penalty: 4276.826660
	Iteration 25Q: 3 clusters Score -661996.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -662023.250000 Penalty: 4276.826660
	Iteration 26Q: 3 clusters Score -662023.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -662042.375000 Penalty: 4276.826660
	Iteration 27Q: 3 clusters Score -662042.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -662057.562500 Penalty: 4276.826660
	Iteration 28Q: 3 clusters Score -662057.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -662065.750000 Penalty: 4276.826660
	Iteration 29Q: 3 clusters Score -662065.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -662077.625000 Penalty: 4276.826660
	Iteration 30Q: 3 clusters Score -662077.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -662091.875000 Penalty: 4276.826660
	Iteration 31Q: 3 clusters Score -662091.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -662106.687500 Penalty: 4276.826660
	Iteration 32Q: 3 clusters Score -662106.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -662120.250000 Penalty: 4276.826660
	Iteration 33Q: 3 clusters Score -662120.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -662131.812500 Penalty: 4276.826660
	Iteration 34Q: 3 clusters Score -662131.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -662140.062500 Penalty: 4276.826660
	Iteration 35Q: 3 clusters Score -662140.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -662144.937500 Penalty: 4276.826660
	Iteration 36Q: 3 clusters Score -662144.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -662151.812500 Penalty: 4276.826660
	Iteration 37Q: 3 clusters Score -662151.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -662156.687500 Penalty: 4276.826660
	Iteration 38Q: 3 clusters Score -662156.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -662160.062500 Penalty: 4276.826660
	Iteration 39Q: 3 clusters Score -662160.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -662162.437500 Penalty: 4276.826660
	Iteration 40F: 3 clusters Score -662162.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -662164.437500 Penalty: 4276.826660
	Iteration 41Q: 3 clusters Score -662164.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -662168.187500 Penalty: 4276.826660
	Iteration 42Q: 3 clusters Score -662168.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -662170.000000 Penalty: 4276.826660
	Iteration 43Q: 3 clusters Score -662170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -662173.500000 Penalty: 4276.826660
	Iteration 44Q: 3 clusters Score -662173.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -662175.000000 Penalty: 4276.826660
	Iteration 45Q: 3 clusters Score -662175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -662178.500000 Penalty: 4276.826660
	Iteration 46Q: 3 clusters Score -662178.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -662181.500000 Penalty: 4276.826660
	Iteration 47Q: 3 clusters Score -662181.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -662183.000000 Penalty: 4276.826660
	Iteration 48Q: 3 clusters Score -662183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -662187.125000 Penalty: 4276.826660
	Iteration 49Q: 3 clusters Score -662187.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -662187.875000 Penalty: 4276.826660
	Iteration 50Q: 3 clusters Score -662187.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -662190.687500 Penalty: 4276.826660
	Iteration 51Q: 3 clusters Score -662190.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -662190.750000 Penalty: 4276.826660
	Iteration 52Q: 3 clusters Score -662190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -662193.000000 Penalty: 4276.826660
	Iteration 53Q: 3 clusters Score -662193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -662193.187500 Penalty: 4276.826660
	Iteration 54Q: 3 clusters Score -662193.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -662196.562500 Penalty: 4276.826660
	Iteration 55Q: 3 clusters Score -662196.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -662200.000000 Penalty: 4276.826660
	Iteration 56Q: 3 clusters Score -662200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -662199.812500 Penalty: 4276.826660
	Iteration 57Q: 3 clusters Score -662199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -662203.375000 Penalty: 4276.826660
	Iteration 58Q: 3 clusters Score -662203.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -662206.812500 Penalty: 4276.826660
	Iteration 59Q: 3 clusters Score -662206.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -662211.375000 Penalty: 4276.826660
	Iteration 60F: 3 clusters Score -662211.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -662216.062500 Penalty: 4276.826660
	Iteration 61Q: 3 clusters Score -662216.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -662218.312500 Penalty: 4276.826660
	Iteration 62Q: 3 clusters Score -662218.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -662225.500000 Penalty: 4276.826660
	Iteration 63Q: 3 clusters Score -662225.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -662228.500000 Penalty: 4276.826660
	Iteration 64Q: 3 clusters Score -662228.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -662233.000000 Penalty: 4276.826660
	Iteration 65Q: 3 clusters Score -662233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -662235.062500 Penalty: 4276.826660
	Iteration 66Q: 3 clusters Score -662235.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -662238.500000 Penalty: 4276.826660
	Iteration 67Q: 3 clusters Score -662238.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -662241.812500 Penalty: 4276.826660
	Iteration 68Q: 3 clusters Score -662241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -662242.750000 Penalty: 4276.826660
	Iteration 69Q: 3 clusters Score -662242.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -662244.312500 Penalty: 4276.826660
	Iteration 70Q: 3 clusters Score -662244.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -662246.687500 Penalty: 4276.826660
	Iteration 71Q: 3 clusters Score -662246.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -662249.875000 Penalty: 4276.826660
	Iteration 72Q: 3 clusters Score -662249.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -662253.312500 Penalty: 4276.826660
	Iteration 73Q: 3 clusters Score -662253.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -662255.500000 Penalty: 4276.826660
	Iteration 74Q: 3 clusters Score -662255.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -662256.625000 Penalty: 4276.826660
	Iteration 75Q: 3 clusters Score -662256.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -662258.250000 Penalty: 4276.826660
	Iteration 76Q: 3 clusters Score -662258.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -662259.937500 Penalty: 4276.826660
	Iteration 77Q: 3 clusters Score -662259.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -662263.562500 Penalty: 4276.826660
	Iteration 78Q: 3 clusters Score -662263.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -662270.000000 Penalty: 4276.826660
	Iteration 79Q: 3 clusters Score -662270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -662273.375000 Penalty: 4276.826660
	Iteration 80F: 3 clusters Score -662273.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -662276.000000 Penalty: 4276.826660
	Iteration 81Q: 3 clusters Score -662276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -662277.125000 Penalty: 4276.826660
	Iteration 82Q: 3 clusters Score -662277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -662276.500000 Penalty: 4276.826660
	Iteration 83Q: 3 clusters Score -662276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -662277.625000 Penalty: 4276.826660
	Iteration 84Q: 3 clusters Score -662277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -662277.000000 Penalty: 4276.826660
	Iteration 85Q: 3 clusters Score -662277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -662277.000000 Penalty: 4276.826660
	Iteration 86F: 3 clusters Score -662277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (182068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182068 members 
Entering Unmasked Estep 
Score: -21497804.000000 Penalty: 3003.809814
	Iteration 0F: 2 clusters Score -2.14978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91150 members 
Mstep: Class 2 contains 90918 members 
Entering Unmasked Estep 
Score: -21377264.000000 Penalty: 6007.619629
	Iteration 0F: 3 clusters Score -2.137726e+07 nChanged 87199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 89273 members 
Entering Unmasked Estep 
Score: -21427722.000000 Penalty: 6007.619629
	Iteration 1F: 3 clusters Score -2.142772e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -21428274.000000 Penalty: 6007.619629
	Iteration 2Q: 3 clusters Score -2.142827e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95687 members 
Mstep: Class 2 contains 86381 members 
Entering Unmasked Estep 
Score: -21428880.000000 Penalty: 6007.619629
	Iteration 3Q: 3 clusters Score -2.142888e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -21429754.000000 Penalty: 6007.619629
	Iteration 4Q: 3 clusters Score -2.142975e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102406 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -21431312.000000 Penalty: 6007.619629
	Iteration 5Q: 3 clusters Score -2.143131e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108502 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -21433632.000000 Penalty: 6007.619629
	Iteration 6Q: 3 clusters Score -2.143363e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117652 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -21437982.000000 Penalty: 6007.619629
	Iteration 7F: 3 clusters Score -2.143798e+07 nChanged 13086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130714 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -21446760.000000 Penalty: 6007.619629
	Iteration 8F: 3 clusters Score -2.144676e+07 nChanged 16638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147352 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -21461642.000000 Penalty: 6007.619629
	Iteration 9F: 3 clusters Score -2.146164e+07 nChanged 16987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164339 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -21478246.000000 Penalty: 6007.619629
	Iteration 10F: 3 clusters Score -2.147825e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175900 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -21489578.000000 Penalty: 6007.619629
	Iteration 11F: 3 clusters Score -2.148958e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180470 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -21493724.000000 Penalty: 6007.619629
	Iteration 12Q: 3 clusters Score -2.149372e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181601 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21494678.000000 Penalty: 6007.619629
	Iteration 13Q: 3 clusters Score -2.149468e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181810 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21494956.000000 Penalty: 6007.619629
	Iteration 14Q: 3 clusters Score -2.149496e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181852 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21495044.000000 Penalty: 6007.619629
	Iteration 15Q: 3 clusters Score -2.149504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181872 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21495084.000000 Penalty: 6007.619629
	Iteration 16Q: 3 clusters Score -2.149508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181885 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21495116.000000 Penalty: 6007.619629
	Iteration 17Q: 3 clusters Score -2.149512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181889 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21495128.000000 Penalty: 6007.619629
	Iteration 18Q: 3 clusters Score -2.149513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181893 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21495132.000000 Penalty: 6007.619629
	Iteration 19Q: 3 clusters Score -2.149513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181895 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21495126.000000 Penalty: 6007.619629
	Iteration 20F: 3 clusters Score -2.149513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181896 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21495132.000000 Penalty: 6007.619629
	Iteration 21Q: 3 clusters Score -2.149513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181897 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21495144.000000 Penalty: 6007.619629
	Iteration 22Q: 3 clusters Score -2.149514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181897 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21495144.000000 Penalty: 6007.619629
	Iteration 23F: 3 clusters Score -2.149514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Entering Unmasked Estep 
Score: -2894236.500000 Penalty: 2512.651367
	Iteration 0F: 2 clusters Score -2894236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2876976.000000 Penalty: 5025.302734
	Iteration 0F: 3 clusters Score -2876976 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2883020.500000 Penalty: 5025.302734
	Iteration 1F: 3 clusters Score -2883020 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2883712.500000 Penalty: 5025.302734
	Iteration 2F: 3 clusters Score -2883712 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2884554.250000 Penalty: 5025.302734
	Iteration 3Q: 3 clusters Score -2884554 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2885446.750000 Penalty: 5025.302734
	Iteration 4Q: 3 clusters Score -2885447 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2886316.250000 Penalty: 5025.302734
	Iteration 5Q: 3 clusters Score -2886316 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2887190.250000 Penalty: 5025.302734
	Iteration 6F: 3 clusters Score -2887190 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2888034.500000 Penalty: 5025.302734
	Iteration 7F: 3 clusters Score -2888034 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2888887.500000 Penalty: 5025.302734
	Iteration 8F: 3 clusters Score -2888888 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2889634.000000 Penalty: 5025.302734
	Iteration 9F: 3 clusters Score -2889634 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2890162.750000 Penalty: 5025.302734
	Iteration 10Q: 3 clusters Score -2890163 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2890569.000000 Penalty: 5025.302734
	Iteration 11Q: 3 clusters Score -2890569 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2890807.250000 Penalty: 5025.302734
	Iteration 12Q: 3 clusters Score -2890807 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2890943.000000 Penalty: 5025.302734
	Iteration 13Q: 3 clusters Score -2890943 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2891035.250000 Penalty: 5025.302734
	Iteration 14Q: 3 clusters Score -2891035 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2891105.500000 Penalty: 5025.302734
	Iteration 15Q: 3 clusters Score -2891106 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2891128.750000 Penalty: 5025.302734
	Iteration 16Q: 3 clusters Score -2891129 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2891162.250000 Penalty: 5025.302734
	Iteration 17Q: 3 clusters Score -2891162 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2891186.500000 Penalty: 5025.302734
	Iteration 18Q: 3 clusters Score -2891186 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2891199.500000 Penalty: 5025.302734
	Iteration 19Q: 3 clusters Score -2891200 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2891205.250000 Penalty: 5025.302734
	Iteration 20F: 3 clusters Score -2891205 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2891220.250000 Penalty: 5025.302734
	Iteration 21Q: 3 clusters Score -2891220 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2891244.750000 Penalty: 5025.302734
	Iteration 22Q: 3 clusters Score -2891245 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2891252.750000 Penalty: 5025.302734
	Iteration 23Q: 3 clusters Score -2891253 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2891265.500000 Penalty: 5025.302734
	Iteration 24Q: 3 clusters Score -2891266 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2891272.500000 Penalty: 5025.302734
	Iteration 25Q: 3 clusters Score -2891272 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2891285.750000 Penalty: 5025.302734
	Iteration 26Q: 3 clusters Score -2891286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2891301.000000 Penalty: 5025.302734
	Iteration 27Q: 3 clusters Score -2891301 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2891311.250000 Penalty: 5025.302734
	Iteration 28Q: 3 clusters Score -2891311 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2891317.750000 Penalty: 5025.302734
	Iteration 29Q: 3 clusters Score -2891318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2891339.500000 Penalty: 5025.302734
	Iteration 30Q: 3 clusters Score -2891340 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2891347.000000 Penalty: 5025.302734
	Iteration 31Q: 3 clusters Score -2891347 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2891355.500000 Penalty: 5025.302734
	Iteration 32Q: 3 clusters Score -2891356 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2891362.000000 Penalty: 5025.302734
	Iteration 33Q: 3 clusters Score -2891362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2891374.500000 Penalty: 5025.302734
	Iteration 34Q: 3 clusters Score -2891374 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2891386.750000 Penalty: 5025.302734
	Iteration 35Q: 3 clusters Score -2891387 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2891399.000000 Penalty: 5025.302734
	Iteration 36Q: 3 clusters Score -2891399 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2891407.250000 Penalty: 5025.302734
	Iteration 37Q: 3 clusters Score -2891407 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2891423.750000 Penalty: 5025.302734
	Iteration 38Q: 3 clusters Score -2891424 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2891432.000000 Penalty: 5025.302734
	Iteration 39Q: 3 clusters Score -2891432 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2891444.250000 Penalty: 5025.302734
	Iteration 40F: 3 clusters Score -2891444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2891463.750000 Penalty: 5025.302734
	Iteration 41Q: 3 clusters Score -2891464 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2891487.500000 Penalty: 5025.302734
	Iteration 42Q: 3 clusters Score -2891488 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2891486.250000 Penalty: 5025.302734
	Iteration 43Q: 3 clusters Score -2891486 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2891487.500000 Penalty: 5025.302734
	Iteration 44Q: 3 clusters Score -2891488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2891496.750000 Penalty: 5025.302734
	Iteration 45Q: 3 clusters Score -2891497 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2891508.500000 Penalty: 5025.302734
	Iteration 46Q: 3 clusters Score -2891508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2891526.750000 Penalty: 5025.302734
	Iteration 47Q: 3 clusters Score -2891527 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2891530.250000 Penalty: 5025.302734
	Iteration 48Q: 3 clusters Score -2891530 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2891551.750000 Penalty: 5025.302734
	Iteration 49Q: 3 clusters Score -2891552 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2891573.250000 Penalty: 5025.302734
	Iteration 50Q: 3 clusters Score -2891573 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2891588.750000 Penalty: 5025.302734
	Iteration 51Q: 3 clusters Score -2891589 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2891594.750000 Penalty: 5025.302734
	Iteration 52Q: 3 clusters Score -2891595 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2891599.000000 Penalty: 5025.302734
	Iteration 53Q: 3 clusters Score -2891599 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2891608.000000 Penalty: 5025.302734
	Iteration 54Q: 3 clusters Score -2891608 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2891623.000000 Penalty: 5025.302734
	Iteration 55Q: 3 clusters Score -2891623 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2891629.500000 Penalty: 5025.302734
	Iteration 56Q: 3 clusters Score -2891630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2891638.750000 Penalty: 5025.302734
	Iteration 57Q: 3 clusters Score -2891639 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2891644.250000 Penalty: 5025.302734
	Iteration 58Q: 3 clusters Score -2891644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2891655.000000 Penalty: 5025.302734
	Iteration 59Q: 3 clusters Score -2891655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2891664.500000 Penalty: 5025.302734
	Iteration 60F: 3 clusters Score -2891664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2891666.750000 Penalty: 5025.302734
	Iteration 61Q: 3 clusters Score -2891667 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2891672.500000 Penalty: 5025.302734
	Iteration 62Q: 3 clusters Score -2891672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2891684.250000 Penalty: 5025.302734
	Iteration 63Q: 3 clusters Score -2891684 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2891687.000000 Penalty: 5025.302734
	Iteration 64Q: 3 clusters Score -2891687 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2891698.750000 Penalty: 5025.302734
	Iteration 65Q: 3 clusters Score -2891699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2891704.750000 Penalty: 5025.302734
	Iteration 66Q: 3 clusters Score -2891705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2891709.000000 Penalty: 5025.302734
	Iteration 67Q: 3 clusters Score -2891709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2891717.750000 Penalty: 5025.302734
	Iteration 68Q: 3 clusters Score -2891718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2891712.750000 Penalty: 5025.302734
	Iteration 69Q: 3 clusters Score -2891713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2891715.750000 Penalty: 5025.302734
	Iteration 70Q: 3 clusters Score -2891716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2891722.250000 Penalty: 5025.302734
	Iteration 71Q: 3 clusters Score -2891722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2891734.250000 Penalty: 5025.302734
	Iteration 72Q: 3 clusters Score -2891734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2891737.750000 Penalty: 5025.302734
	Iteration 73Q: 3 clusters Score -2891738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2891742.750000 Penalty: 5025.302734
	Iteration 74Q: 3 clusters Score -2891743 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2891748.500000 Penalty: 5025.302734
	Iteration 75Q: 3 clusters Score -2891748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2891754.750000 Penalty: 5025.302734
	Iteration 76Q: 3 clusters Score -2891755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2891764.000000 Penalty: 5025.302734
	Iteration 77Q: 3 clusters Score -2891764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2891768.750000 Penalty: 5025.302734
	Iteration 78Q: 3 clusters Score -2891769 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2891780.750000 Penalty: 5025.302734
	Iteration 79Q: 3 clusters Score -2891781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2891790.500000 Penalty: 5025.302734
	Iteration 80F: 3 clusters Score -2891790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2891790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2891805.000000 Penalty: 5025.302734
	Iteration 82Q: 3 clusters Score -2891805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2891803.750000 Penalty: 5025.302734
	Iteration 83Q: 3 clusters Score -2891804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2891815.750000 Penalty: 5025.302734
	Iteration 84Q: 3 clusters Score -2891816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2891820.000000 Penalty: 5025.302734
	Iteration 85Q: 3 clusters Score -2891820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2891827.250000 Penalty: 5025.302734
	Iteration 86Q: 3 clusters Score -2891827 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2891835.750000 Penalty: 5025.302734
	Iteration 87Q: 3 clusters Score -2891836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2891848.750000 Penalty: 5025.302734
	Iteration 88Q: 3 clusters Score -2891849 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2891861.000000 Penalty: 5025.302734
	Iteration 89Q: 3 clusters Score -2891861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2891874.500000 Penalty: 5025.302734
	Iteration 90Q: 3 clusters Score -2891874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2891881.750000 Penalty: 5025.302734
	Iteration 91Q: 3 clusters Score -2891882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2891888.250000 Penalty: 5025.302734
	Iteration 92Q: 3 clusters Score -2891888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2891902.250000 Penalty: 5025.302734
	Iteration 93Q: 3 clusters Score -2891902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2891914.250000 Penalty: 5025.302734
	Iteration 94Q: 3 clusters Score -2891914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2891915.750000 Penalty: 5025.302734
	Iteration 95Q: 3 clusters Score -2891916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2891927.500000 Penalty: 5025.302734
	Iteration 96Q: 3 clusters Score -2891928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2891932.000000 Penalty: 5025.302734
	Iteration 97Q: 3 clusters Score -2891932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2891933.000000 Penalty: 5025.302734
	Iteration 98Q: 3 clusters Score -2891933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2891936.750000 Penalty: 5025.302734
	Iteration 99Q: 3 clusters Score -2891937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2891946.750000 Penalty: 5025.302734
	Iteration 100F: 3 clusters Score -2891947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2891942.000000 Penalty: 5025.302734
	Iteration 101Q: 3 clusters Score -2891942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2891940.500000 Penalty: 5025.302734
	Iteration 102Q: 3 clusters Score -2891940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2891941.250000 Penalty: 5025.302734
	Iteration 103Q: 3 clusters Score -2891941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2891944.250000 Penalty: 5025.302734
	Iteration 104Q: 3 clusters Score -2891944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2891943.250000 Penalty: 5025.302734
	Iteration 105Q: 3 clusters Score -2891943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2891949.000000 Penalty: 5025.302734
	Iteration 106Q: 3 clusters Score -2891949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2891949.250000 Penalty: 5025.302734
	Iteration 107Q: 3 clusters Score -2891949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2891949.500000 Penalty: 5025.302734
	Iteration 108Q: 3 clusters Score -2891950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2891946.750000 Penalty: 5025.302734
	Iteration 109Q: 3 clusters Score -2891947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2891950.250000 Penalty: 5025.302734
	Iteration 110Q: 3 clusters Score -2891950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2891951.750000 Penalty: 5025.302734
	Iteration 111Q: 3 clusters Score -2891952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2891962.250000 Penalty: 5025.302734
	Iteration 112Q: 3 clusters Score -2891962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2891967.000000 Penalty: 5025.302734
	Iteration 113Q: 3 clusters Score -2891967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2891965.750000 Penalty: 5025.302734
	Iteration 114Q: 3 clusters Score -2891966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2891972.500000 Penalty: 5025.302734
	Iteration 115Q: 3 clusters Score -2891972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2891970.250000 Penalty: 5025.302734
	Iteration 116Q: 3 clusters Score -2891970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2891973.000000 Penalty: 5025.302734
	Iteration 117Q: 3 clusters Score -2891973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2891977.500000 Penalty: 5025.302734
	Iteration 118Q: 3 clusters Score -2891978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2891979.250000 Penalty: 5025.302734
	Iteration 119Q: 3 clusters Score -2891979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2891976.750000 Penalty: 5025.302734
	Iteration 120F: 3 clusters Score -2891977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2891986.000000 Penalty: 5025.302734
	Iteration 121Q: 3 clusters Score -2891986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2891986.750000 Penalty: 5025.302734
	Iteration 122Q: 3 clusters Score -2891987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2891995.000000 Penalty: 5025.302734
	Iteration 123Q: 3 clusters Score -2891995 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2892010.000000 Penalty: 5025.302734
	Iteration 124Q: 3 clusters Score -2892010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2892021.000000 Penalty: 5025.302734
	Iteration 125Q: 3 clusters Score -2892021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2892019.750000 Penalty: 5025.302734
	Iteration 126Q: 3 clusters Score -2892020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2892034.750000 Penalty: 5025.302734
	Iteration 127Q: 3 clusters Score -2892035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2892034.750000 Penalty: 5025.302734
	Iteration 128Q: 3 clusters Score -2892035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2892034.500000 Penalty: 5025.302734
	Iteration 129Q: 3 clusters Score -2892034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2892041.750000 Penalty: 5025.302734
	Iteration 130Q: 3 clusters Score -2892042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2892043.000000 Penalty: 5025.302734
	Iteration 131Q: 3 clusters Score -2892043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2892044.000000 Penalty: 5025.302734
	Iteration 132Q: 3 clusters Score -2892044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2892057.750000 Penalty: 5025.302734
	Iteration 133Q: 3 clusters Score -2892058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2892059.250000 Penalty: 5025.302734
	Iteration 134Q: 3 clusters Score -2892059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2892063.750000 Penalty: 5025.302734
	Iteration 135Q: 3 clusters Score -2892064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2892076.750000 Penalty: 5025.302734
	Iteration 136Q: 3 clusters Score -2892077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2892090.500000 Penalty: 5025.302734
	Iteration 137Q: 3 clusters Score -2892090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2892090.750000 Penalty: 5025.302734
	Iteration 138Q: 3 clusters Score -2892091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2892097.250000 Penalty: 5025.302734
	Iteration 139Q: 3 clusters Score -2892097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2892100.750000 Penalty: 5025.302734
	Iteration 140F: 3 clusters Score -2892101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2892104.750000 Penalty: 5025.302734
	Iteration 141Q: 3 clusters Score -2892105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2892102.250000 Penalty: 5025.302734
	Iteration 142Q: 3 clusters Score -2892102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2892107.500000 Penalty: 5025.302734
	Iteration 143Q: 3 clusters Score -2892108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2892118.000000 Penalty: 5025.302734
	Iteration 144Q: 3 clusters Score -2892118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2892122.750000 Penalty: 5025.302734
	Iteration 145Q: 3 clusters Score -2892123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2892123.500000 Penalty: 5025.302734
	Iteration 146Q: 3 clusters Score -2892124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2892124.000000 Penalty: 5025.302734
	Iteration 147Q: 3 clusters Score -2892124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2892122.750000 Penalty: 5025.302734
	Iteration 148Q: 3 clusters Score -2892123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2892119.000000 Penalty: 5025.302734
	Iteration 149Q: 3 clusters Score -2892119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2892124.500000 Penalty: 5025.302734
	Iteration 150Q: 3 clusters Score -2892124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2892123.750000 Penalty: 5025.302734
	Iteration 151Q: 3 clusters Score -2892124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2892129.750000 Penalty: 5025.302734
	Iteration 152Q: 3 clusters Score -2892130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2892134.000000 Penalty: 5025.302734
	Iteration 153Q: 3 clusters Score -2892134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2892135.750000 Penalty: 5025.302734
	Iteration 154Q: 3 clusters Score -2892136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2892136.750000 Penalty: 5025.302734
	Iteration 155Q: 3 clusters Score -2892137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2892136.750000 Penalty: 5025.302734
	Iteration 156Q: 3 clusters Score -2892137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2892141.000000 Penalty: 5025.302734
	Iteration 157Q: 3 clusters Score -2892141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2892143.750000 Penalty: 5025.302734
	Iteration 158Q: 3 clusters Score -2892144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2892144.250000 Penalty: 5025.302734
	Iteration 159Q: 3 clusters Score -2892144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2892148.000000 Penalty: 5025.302734
	Iteration 160F: 3 clusters Score -2892148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2892153.000000 Penalty: 5025.302734
	Iteration 161Q: 3 clusters Score -2892153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2892157.750000 Penalty: 5025.302734
	Iteration 162Q: 3 clusters Score -2892158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2892165.500000 Penalty: 5025.302734
	Iteration 163Q: 3 clusters Score -2892166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2892172.000000 Penalty: 5025.302734
	Iteration 164Q: 3 clusters Score -2892172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2892170.750000 Penalty: 5025.302734
	Iteration 165Q: 3 clusters Score -2892171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2892178.250000 Penalty: 5025.302734
	Iteration 166Q: 3 clusters Score -2892178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2892193.750000 Penalty: 5025.302734
	Iteration 167Q: 3 clusters Score -2892194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2892190.000000 Penalty: 5025.302734
	Iteration 168Q: 3 clusters Score -2892190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2892190.000000 Penalty: 5025.302734
	Iteration 169Q: 3 clusters Score -2892190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2892188.750000 Penalty: 5025.302734
	Iteration 170Q: 3 clusters Score -2892189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2892199.500000 Penalty: 5025.302734
	Iteration 171Q: 3 clusters Score -2892200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2892199.500000 Penalty: 5025.302734
	Iteration 172Q: 3 clusters Score -2892200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2892201.500000 Penalty: 5025.302734
	Iteration 173Q: 3 clusters Score -2892202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2892198.750000 Penalty: 5025.302734
	Iteration 174Q: 3 clusters Score -2892199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2892202.500000 Penalty: 5025.302734
	Iteration 175Q: 3 clusters Score -2892202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2892199.500000 Penalty: 5025.302734
	Iteration 176Q: 3 clusters Score -2892200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2892199.000000 Penalty: 5025.302734
	Iteration 177Q: 3 clusters Score -2892199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2892198.250000 Penalty: 5025.302734
	Iteration 178Q: 3 clusters Score -2892198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2892199.500000 Penalty: 5025.302734
	Iteration 179Q: 3 clusters Score -2892200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2892202.250000 Penalty: 5025.302734
	Iteration 180F: 3 clusters Score -2892202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2892205.500000 Penalty: 5025.302734
	Iteration 181Q: 3 clusters Score -2892206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2892206.250000 Penalty: 5025.302734
	Iteration 182Q: 3 clusters Score -2892206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2892213.000000 Penalty: 5025.302734
	Iteration 183Q: 3 clusters Score -2892213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2892209.500000 Penalty: 5025.302734
	Iteration 184Q: 3 clusters Score -2892210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2892211.500000 Penalty: 5025.302734
	Iteration 185Q: 3 clusters Score -2892212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2892211.500000 Penalty: 5025.302734
	Iteration 186F: 3 clusters Score -2892212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Entering Unmasked Estep 
Score: -1261149.250000 Penalty: 2322.209473
	Iteration 0F: 2 clusters Score -1261149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1252488.250000 Penalty: 4644.418945
	Iteration 0F: 3 clusters Score -1252488 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1255557.875000 Penalty: 4644.418945
	Iteration 1F: 3 clusters Score -1255558 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1256686.750000 Penalty: 4644.418945
	Iteration 2F: 3 clusters Score -1256687 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1257784.625000 Penalty: 4644.418945
	Iteration 3F: 3 clusters Score -1257785 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1258582.000000 Penalty: 4644.418945
	Iteration 4F: 3 clusters Score -1258582 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1259065.625000 Penalty: 4644.418945
	Iteration 5F: 3 clusters Score -1259066 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1259333.375000 Penalty: 4644.418945
	Iteration 6Q: 3 clusters Score -1259333 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1259485.750000 Penalty: 4644.418945
	Iteration 7Q: 3 clusters Score -1259486 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1259572.500000 Penalty: 4644.418945
	Iteration 8Q: 3 clusters Score -1259572 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1259636.875000 Penalty: 4644.418945
	Iteration 9Q: 3 clusters Score -1259637 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1259683.125000 Penalty: 4644.418945
	Iteration 10Q: 3 clusters Score -1259683 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1259722.250000 Penalty: 4644.418945
	Iteration 11Q: 3 clusters Score -1259722 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1259756.875000 Penalty: 4644.418945
	Iteration 12Q: 3 clusters Score -1259757 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1259788.875000 Penalty: 4644.418945
	Iteration 13Q: 3 clusters Score -1259789 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1259817.750000 Penalty: 4644.418945
	Iteration 14Q: 3 clusters Score -1259818 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1259837.875000 Penalty: 4644.418945
	Iteration 15Q: 3 clusters Score -1259838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1259868.125000 Penalty: 4644.418945
	Iteration 16Q: 3 clusters Score -1259868 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1259896.500000 Penalty: 4644.418945
	Iteration 17Q: 3 clusters Score -1259896 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1259918.625000 Penalty: 4644.418945
	Iteration 18Q: 3 clusters Score -1259919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1259939.625000 Penalty: 4644.418945
	Iteration 19Q: 3 clusters Score -1259940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1259950.125000 Penalty: 4644.418945
	Iteration 20F: 3 clusters Score -1259950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1259968.375000 Penalty: 4644.418945
	Iteration 21Q: 3 clusters Score -1259968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1259977.500000 Penalty: 4644.418945
	Iteration 22Q: 3 clusters Score -1259978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1259990.250000 Penalty: 4644.418945
	Iteration 23Q: 3 clusters Score -1259990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1260002.250000 Penalty: 4644.418945
	Iteration 24Q: 3 clusters Score -1260002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1260010.250000 Penalty: 4644.418945
	Iteration 25Q: 3 clusters Score -1260010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1260011.125000 Penalty: 4644.418945
	Iteration 26Q: 3 clusters Score -1260011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1260023.125000 Penalty: 4644.418945
	Iteration 27Q: 3 clusters Score -1260023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1260033.000000 Penalty: 4644.418945
	Iteration 28Q: 3 clusters Score -1260033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1260045.250000 Penalty: 4644.418945
	Iteration 29Q: 3 clusters Score -1260045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1260055.500000 Penalty: 4644.418945
	Iteration 30Q: 3 clusters Score -1260056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1260060.625000 Penalty: 4644.418945
	Iteration 31Q: 3 clusters Score -1260061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1260066.250000 Penalty: 4644.418945
	Iteration 32Q: 3 clusters Score -1260066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1260067.375000 Penalty: 4644.418945
	Iteration 33Q: 3 clusters Score -1260067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1260075.000000 Penalty: 4644.418945
	Iteration 34Q: 3 clusters Score -1260075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1260084.000000 Penalty: 4644.418945
	Iteration 35Q: 3 clusters Score -1260084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1260083.000000 Penalty: 4644.418945
	Iteration 36Q: 3 clusters Score -1260083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1260082.250000 Penalty: 4644.418945
	Iteration 37Q: 3 clusters Score -1260082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1260083.750000 Penalty: 4644.418945
	Iteration 38Q: 3 clusters Score -1260084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1260086.000000 Penalty: 4644.418945
	Iteration 39Q: 3 clusters Score -1260086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1260085.250000 Penalty: 4644.418945
	Iteration 40F: 3 clusters Score -1260085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1260085.875000 Penalty: 4644.418945
	Iteration 41Q: 3 clusters Score -1260086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1260085.500000 Penalty: 4644.418945
	Iteration 42Q: 3 clusters Score -1260086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1260086.625000 Penalty: 4644.418945
	Iteration 43Q: 3 clusters Score -1260087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1260085.625000 Penalty: 4644.418945
	Iteration 44Q: 3 clusters Score -1260086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1260085.625000 Penalty: 4644.418945
	Iteration 45F: 3 clusters Score -1260086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -285514.156250 Penalty: 1944.202393
	Iteration 0F: 2 clusters Score -285514.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -282513.125000 Penalty: 3888.404785
	Iteration 0F: 3 clusters Score -282513.1 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -283100.906250 Penalty: 3888.404785
	Iteration 1F: 3 clusters Score -283100.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -283264.218750 Penalty: 3888.404785
	Iteration 2F: 3 clusters Score -283264.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -283364.531250 Penalty: 3888.404785
	Iteration 3Q: 3 clusters Score -283364.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -283430.500000 Penalty: 3888.404785
	Iteration 4Q: 3 clusters Score -283430.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -283484.125000 Penalty: 3888.404785
	Iteration 5Q: 3 clusters Score -283484.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -283527.750000 Penalty: 3888.404785
	Iteration 6Q: 3 clusters Score -283527.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -283572.343750 Penalty: 3888.404785
	Iteration 7Q: 3 clusters Score -283572.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -283602.093750 Penalty: 3888.404785
	Iteration 8Q: 3 clusters Score -283602.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -283631.218750 Penalty: 3888.404785
	Iteration 9Q: 3 clusters Score -283631.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -283660.281250 Penalty: 3888.404785
	Iteration 10Q: 3 clusters Score -283660.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -283686.062500 Penalty: 3888.404785
	Iteration 11Q: 3 clusters Score -283686.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -283699.625000 Penalty: 3888.404785
	Iteration 12Q: 3 clusters Score -283699.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -283714.468750 Penalty: 3888.404785
	Iteration 13Q: 3 clusters Score -283714.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -283729.781250 Penalty: 3888.404785
	Iteration 14Q: 3 clusters Score -283729.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -283743.343750 Penalty: 3888.404785
	Iteration 15Q: 3 clusters Score -283743.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -283755.375000 Penalty: 3888.404785
	Iteration 16Q: 3 clusters Score -283755.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -283763.062500 Penalty: 3888.404785
	Iteration 17Q: 3 clusters Score -283763.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -283774.281250 Penalty: 3888.404785
	Iteration 18Q: 3 clusters Score -283774.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -283787.437500 Penalty: 3888.404785
	Iteration 19Q: 3 clusters Score -283787.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -283803.718750 Penalty: 3888.404785
	Iteration 20F: 3 clusters Score -283803.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -283813.375000 Penalty: 3888.404785
	Iteration 21Q: 3 clusters Score -283813.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -283824.625000 Penalty: 3888.404785
	Iteration 22Q: 3 clusters Score -283824.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -283836.500000 Penalty: 3888.404785
	Iteration 23Q: 3 clusters Score -283836.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -283848.156250 Penalty: 3888.404785
	Iteration 24Q: 3 clusters Score -283848.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -283860.593750 Penalty: 3888.404785
	Iteration 25Q: 3 clusters Score -283860.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -283868.656250 Penalty: 3888.404785
	Iteration 26Q: 3 clusters Score -283868.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -283876.750000 Penalty: 3888.404785
	Iteration 27Q: 3 clusters Score -283876.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -283888.187500 Penalty: 3888.404785
	Iteration 28Q: 3 clusters Score -283888.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -283898.625000 Penalty: 3888.404785
	Iteration 29Q: 3 clusters Score -283898.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -283910.031250 Penalty: 3888.404785
	Iteration 30Q: 3 clusters Score -283910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -283922.812500 Penalty: 3888.404785
	Iteration 31Q: 3 clusters Score -283922.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -283937.812500 Penalty: 3888.404785
	Iteration 32Q: 3 clusters Score -283937.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -283944.968750 Penalty: 3888.404785
	Iteration 33Q: 3 clusters Score -283945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -283951.375000 Penalty: 3888.404785
	Iteration 34Q: 3 clusters Score -283951.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -283956.968750 Penalty: 3888.404785
	Iteration 35Q: 3 clusters Score -283957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -283958.375000 Penalty: 3888.404785
	Iteration 36Q: 3 clusters Score -283958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -283961.156250 Penalty: 3888.404785
	Iteration 37Q: 3 clusters Score -283961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -283965.218750 Penalty: 3888.404785
	Iteration 38Q: 3 clusters Score -283965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -283969.218750 Penalty: 3888.404785
	Iteration 39Q: 3 clusters Score -283969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -283971.093750 Penalty: 3888.404785
	Iteration 40F: 3 clusters Score -283971.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -283972.281250 Penalty: 3888.404785
	Iteration 41Q: 3 clusters Score -283972.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -283973.343750 Penalty: 3888.404785
	Iteration 42Q: 3 clusters Score -283973.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -283974.000000 Penalty: 3888.404785
	Iteration 43Q: 3 clusters Score -283974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -283976.125000 Penalty: 3888.404785
	Iteration 44Q: 3 clusters Score -283976.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -283978.312500 Penalty: 3888.404785
	Iteration 45Q: 3 clusters Score -283978.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -283978.312500 Penalty: 3888.404785
	Iteration 46F: 3 clusters Score -283978.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Entering Unmasked Estep 
Score: -985323.500000 Penalty: 2236.486084
	Iteration 0F: 2 clusters Score -985323.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -978674.750000 Penalty: 4472.972168
	Iteration 0F: 3 clusters Score -978674.8 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -980526.187500 Penalty: 4472.972168
	Iteration 1F: 3 clusters Score -980526.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -980839.375000 Penalty: 4472.972168
	Iteration 2F: 3 clusters Score -980839.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -981087.812500 Penalty: 4472.972168
	Iteration 3F: 3 clusters Score -981087.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -981300.187500 Penalty: 4472.972168
	Iteration 4Q: 3 clusters Score -981300.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -981532.875000 Penalty: 4472.972168
	Iteration 5Q: 3 clusters Score -981532.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -981859.500000 Penalty: 4472.972168
	Iteration 6F: 3 clusters Score -981859.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -982223.937500 Penalty: 4472.972168
	Iteration 7F: 3 clusters Score -982223.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -982537.437500 Penalty: 4472.972168
	Iteration 8F: 3 clusters Score -982537.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -982865.812500 Penalty: 4472.972168
	Iteration 9Q: 3 clusters Score -982865.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -983116.375000 Penalty: 4472.972168
	Iteration 10Q: 3 clusters Score -983116.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -983275.375000 Penalty: 4472.972168
	Iteration 11Q: 3 clusters Score -983275.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -983381.000000 Penalty: 4472.972168
	Iteration 12Q: 3 clusters Score -983381 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -983444.500000 Penalty: 4472.972168
	Iteration 13Q: 3 clusters Score -983444.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -983491.187500 Penalty: 4472.972168
	Iteration 14Q: 3 clusters Score -983491.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -983514.875000 Penalty: 4472.972168
	Iteration 15Q: 3 clusters Score -983514.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -983529.312500 Penalty: 4472.972168
	Iteration 16Q: 3 clusters Score -983529.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -983548.875000 Penalty: 4472.972168
	Iteration 17Q: 3 clusters Score -983548.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -983559.500000 Penalty: 4472.972168
	Iteration 18Q: 3 clusters Score -983559.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -983563.750000 Penalty: 4472.972168
	Iteration 19Q: 3 clusters Score -983563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -983567.375000 Penalty: 4472.972168
	Iteration 20F: 3 clusters Score -983567.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -983572.125000 Penalty: 4472.972168
	Iteration 21Q: 3 clusters Score -983572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -983573.187500 Penalty: 4472.972168
	Iteration 22Q: 3 clusters Score -983573.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -983577.875000 Penalty: 4472.972168
	Iteration 23Q: 3 clusters Score -983577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -983578.250000 Penalty: 4472.972168
	Iteration 24Q: 3 clusters Score -983578.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -983578.250000 Penalty: 4472.972168
	Iteration 25F: 3 clusters Score -983578.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Entering Unmasked Estep 
Score: -1506278.125000 Penalty: 2348.102539
	Iteration 0F: 2 clusters Score -1506278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1496700.375000 Penalty: 4696.205078
	Iteration 0F: 3 clusters Score -1496700 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1499676.125000 Penalty: 4696.205078
	Iteration 1F: 3 clusters Score -1499676 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1500201.125000 Penalty: 4696.205078
	Iteration 2F: 3 clusters Score -1500201 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1500672.375000 Penalty: 4696.205078
	Iteration 3F: 3 clusters Score -1500672 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1501149.875000 Penalty: 4696.205078
	Iteration 4F: 3 clusters Score -1501150 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1501729.875000 Penalty: 4696.205078
	Iteration 5F: 3 clusters Score -1501730 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1502514.625000 Penalty: 4696.205078
	Iteration 6F: 3 clusters Score -1502515 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1503527.375000 Penalty: 4696.205078
	Iteration 7F: 3 clusters Score -1503527 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1504599.625000 Penalty: 4696.205078
	Iteration 8F: 3 clusters Score -1504600 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1505611.500000 Penalty: 4696.205078
	Iteration 9F: 3 clusters Score -1505612 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1506381.250000 Penalty: 4696.205078
	Iteration 10Q: 3 clusters Score -1506381 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1506811.000000 Penalty: 4696.205078
	Iteration 11Q: 3 clusters Score -1506811 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1506997.750000 Penalty: 4696.205078
	Iteration 12Q: 3 clusters Score -1506998 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1507062.500000 Penalty: 4696.205078
	Iteration 13Q: 3 clusters Score -1507062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1507084.500000 Penalty: 4696.205078
	Iteration 14Q: 3 clusters Score -1507084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1507095.875000 Penalty: 4696.205078
	Iteration 15Q: 3 clusters Score -1507096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1507098.500000 Penalty: 4696.205078
	Iteration 16Q: 3 clusters Score -1507098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1507095.375000 Penalty: 4696.205078
	Iteration 17Q: 3 clusters Score -1507095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1507098.500000 Penalty: 4696.205078
	Iteration 18Q: 3 clusters Score -1507098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1507103.750000 Penalty: 4696.205078
	Iteration 19Q: 3 clusters Score -1507104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1507100.875000 Penalty: 4696.205078
	Iteration 20F: 3 clusters Score -1507101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1507100.750000 Penalty: 4696.205078
	Iteration 21Q: 3 clusters Score -1507101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1507100.750000 Penalty: 4696.205078
	Iteration 22F: 3 clusters Score -1507101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174568 members 
Mstep: Class 2 contains 82739 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 182068 members 
Mstep: Class 6 contains 25126 members 
Mstep: Class 7 contains 11658 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8251 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13841 members 
Mstep: Class 13 contains 107908 members 
Mstep: Class 14 contains 149958 members 
Mstep: Class 15 contains 165716 members 
Mstep: Class 16 contains 66993 members 
Mstep: Class 17 contains 94611 members 
Mstep: Class 18 contains 19901 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 25793 members 
Mstep: Class 21 contains 7702 members 
Mstep: Class 22 contains 27368 members 
Mstep: Class 23 contains 12015 members 
Mstep: Class 24 contains 16183 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 4082 members 
Mstep: Class 27 contains 38370 members 
Mstep: Class 28 contains 40073 members 
Mstep: Class 29 contains 4864 members 
Mstep: Class 30 contains 8475 members 
Entering Unmasked Estep 
Score: -156057824.000000 Penalty: 104997.734375
Splitting cluster 10 changes total score from -156056704.000000 to -156057824.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -82742.515625 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -82742.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -81112.421875 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -81112.42 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -81547.898438 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -81547.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -81660.406250 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -81660.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -81733.617188 Penalty: 3362.277344
	Iteration 3Q: 3 clusters Score -81733.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81780.585938 Penalty: 3362.277344
	Iteration 4Q: 3 clusters Score -81780.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -81819.976562 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -81819.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81845.726562 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -81845.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -81862.289062 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -81862.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -81874.250000 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -81874.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81895.078125 Penalty: 3362.277344
	Iteration 9Q: 3 clusters Score -81895.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81927.945312 Penalty: 3362.277344
	Iteration 10Q: 3 clusters Score -81927.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81947.218750 Penalty: 3362.277344
	Iteration 11Q: 3 clusters Score -81947.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81960.023438 Penalty: 3362.277344
	Iteration 12Q: 3 clusters Score -81960.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -81964.921875 Penalty: 3362.277344
	Iteration 13Q: 3 clusters Score -81964.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81966.742188 Penalty: 3362.277344
	Iteration 14Q: 3 clusters Score -81966.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81967.093750 Penalty: 3362.277344
	Iteration 15Q: 3 clusters Score -81967.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81967.093750 Penalty: 3362.277344
	Iteration 16F: 3 clusters Score -81967.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Entering Unmasked Estep 
Score: -1614397.500000 Penalty: 2364.776855
	Iteration 0F: 2 clusters Score -1614398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1604352.625000 Penalty: 4729.553711
	Iteration 0F: 3 clusters Score -1604353 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1607590.625000 Penalty: 4729.553711
	Iteration 1F: 3 clusters Score -1607591 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1608075.000000 Penalty: 4729.553711
	Iteration 2F: 3 clusters Score -1608075 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1608472.875000 Penalty: 4729.553711
	Iteration 3F: 3 clusters Score -1608473 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1608802.375000 Penalty: 4729.553711
	Iteration 4Q: 3 clusters Score -1608802 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1609102.875000 Penalty: 4729.553711
	Iteration 5Q: 3 clusters Score -1609103 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1609414.000000 Penalty: 4729.553711
	Iteration 6Q: 3 clusters Score -1609414 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1609689.375000 Penalty: 4729.553711
	Iteration 7Q: 3 clusters Score -1609689 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1609942.625000 Penalty: 4729.553711
	Iteration 8Q: 3 clusters Score -1609943 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1610160.375000 Penalty: 4729.553711
	Iteration 9Q: 3 clusters Score -1610160 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1610367.625000 Penalty: 4729.553711
	Iteration 10Q: 3 clusters Score -1610368 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1610585.625000 Penalty: 4729.553711
	Iteration 11Q: 3 clusters Score -1610586 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1610774.500000 Penalty: 4729.553711
	Iteration 12Q: 3 clusters Score -1610774 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1610934.500000 Penalty: 4729.553711
	Iteration 13Q: 3 clusters Score -1610934 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1611089.750000 Penalty: 4729.553711
	Iteration 14Q: 3 clusters Score -1611090 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1611269.625000 Penalty: 4729.553711
	Iteration 15Q: 3 clusters Score -1611270 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1611430.000000 Penalty: 4729.553711
	Iteration 16Q: 3 clusters Score -1611430 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1611571.875000 Penalty: 4729.553711
	Iteration 17Q: 3 clusters Score -1611572 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1611714.000000 Penalty: 4729.553711
	Iteration 18Q: 3 clusters Score -1611714 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1611850.000000 Penalty: 4729.553711
	Iteration 19Q: 3 clusters Score -1611850 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1611966.375000 Penalty: 4729.553711
	Iteration 20F: 3 clusters Score -1611966 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1612048.375000 Penalty: 4729.553711
	Iteration 21Q: 3 clusters Score -1612048 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1612117.875000 Penalty: 4729.553711
	Iteration 22Q: 3 clusters Score -1612118 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1612160.250000 Penalty: 4729.553711
	Iteration 23Q: 3 clusters Score -1612160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1612199.125000 Penalty: 4729.553711
	Iteration 24Q: 3 clusters Score -1612199 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1612229.750000 Penalty: 4729.553711
	Iteration 25Q: 3 clusters Score -1612230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1612257.750000 Penalty: 4729.553711
	Iteration 26Q: 3 clusters Score -1612258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1612285.500000 Penalty: 4729.553711
	Iteration 27Q: 3 clusters Score -1612286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1612301.750000 Penalty: 4729.553711
	Iteration 28Q: 3 clusters Score -1612302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1612314.875000 Penalty: 4729.553711
	Iteration 29Q: 3 clusters Score -1612315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1612327.375000 Penalty: 4729.553711
	Iteration 30Q: 3 clusters Score -1612327 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1612335.125000 Penalty: 4729.553711
	Iteration 31Q: 3 clusters Score -1612335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1612354.000000 Penalty: 4729.553711
	Iteration 32Q: 3 clusters Score -1612354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1612360.750000 Penalty: 4729.553711
	Iteration 33Q: 3 clusters Score -1612361 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1612371.125000 Penalty: 4729.553711
	Iteration 34Q: 3 clusters Score -1612371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1612382.250000 Penalty: 4729.553711
	Iteration 35Q: 3 clusters Score -1612382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1612395.500000 Penalty: 4729.553711
	Iteration 36Q: 3 clusters Score -1612396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1612401.000000 Penalty: 4729.553711
	Iteration 37Q: 3 clusters Score -1612401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1612401.875000 Penalty: 4729.553711
	Iteration 38Q: 3 clusters Score -1612402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1612408.625000 Penalty: 4729.553711
	Iteration 39Q: 3 clusters Score -1612409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1612407.750000 Penalty: 4729.553711
	Iteration 40F: 3 clusters Score -1612408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1612421.250000 Penalty: 4729.553711
	Iteration 41Q: 3 clusters Score -1612421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1612426.000000 Penalty: 4729.553711
	Iteration 42Q: 3 clusters Score -1612426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1612430.000000 Penalty: 4729.553711
	Iteration 43Q: 3 clusters Score -1612430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1612435.625000 Penalty: 4729.553711
	Iteration 44Q: 3 clusters Score -1612436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1612440.750000 Penalty: 4729.553711
	Iteration 45Q: 3 clusters Score -1612441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1612445.250000 Penalty: 4729.553711
	Iteration 46Q: 3 clusters Score -1612445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1612448.375000 Penalty: 4729.553711
	Iteration 47Q: 3 clusters Score -1612448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1612449.000000 Penalty: 4729.553711
	Iteration 48Q: 3 clusters Score -1612449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1612454.375000 Penalty: 4729.553711
	Iteration 49Q: 3 clusters Score -1612454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1612453.500000 Penalty: 4729.553711
	Iteration 50Q: 3 clusters Score -1612454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1612454.125000 Penalty: 4729.553711
	Iteration 51Q: 3 clusters Score -1612454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1612453.125000 Penalty: 4729.553711
	Iteration 52Q: 3 clusters Score -1612453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1612457.500000 Penalty: 4729.553711
	Iteration 53Q: 3 clusters Score -1612458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1612459.875000 Penalty: 4729.553711
	Iteration 54Q: 3 clusters Score -1612460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1612461.875000 Penalty: 4729.553711
	Iteration 55Q: 3 clusters Score -1612462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1612461.250000 Penalty: 4729.553711
	Iteration 56Q: 3 clusters Score -1612461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1612466.625000 Penalty: 4729.553711
	Iteration 57Q: 3 clusters Score -1612467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1612467.750000 Penalty: 4729.553711
	Iteration 58Q: 3 clusters Score -1612468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1612465.375000 Penalty: 4729.553711
	Iteration 59Q: 3 clusters Score -1612465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1612468.375000 Penalty: 4729.553711
	Iteration 60F: 3 clusters Score -1612468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1612467.375000 Penalty: 4729.553711
	Iteration 61Q: 3 clusters Score -1612467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1612467.375000 Penalty: 4729.553711
	Iteration 62F: 3 clusters Score -1612467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (107908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Entering Unmasked Estep 
Score: -12935783.000000 Penalty: 2874.080566
	Iteration 0F: 2 clusters Score -1.293578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -12863666.000000 Penalty: 5748.161133
	Iteration 0F: 3 clusters Score -1.286367e+07 nChanged 51078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -12893010.000000 Penalty: 5748.161133
	Iteration 1F: 3 clusters Score -1.289301e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -12893828.000000 Penalty: 5748.161133
	Iteration 2Q: 3 clusters Score -1.289383e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -12894711.000000 Penalty: 5748.161133
	Iteration 3Q: 3 clusters Score -1.289471e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -12895900.000000 Penalty: 5748.161133
	Iteration 4Q: 3 clusters Score -1.28959e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -12897982.000000 Penalty: 5748.161133
	Iteration 5Q: 3 clusters Score -1.289798e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -12901416.000000 Penalty: 5748.161133
	Iteration 6F: 3 clusters Score -1.290142e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 74016 members 
Entering Unmasked Estep 
Score: -12906925.000000 Penalty: 5748.161133
	Iteration 7F: 3 clusters Score -1.290692e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 81634 members 
Entering Unmasked Estep 
Score: -12914989.000000 Penalty: 5748.161133
	Iteration 8F: 3 clusters Score -1.291499e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 88547 members 
Entering Unmasked Estep 
Score: -12922836.000000 Penalty: 5748.161133
	Iteration 9F: 3 clusters Score -1.292284e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 93012 members 
Entering Unmasked Estep 
Score: -12928195.000000 Penalty: 5748.161133
	Iteration 10F: 3 clusters Score -1.29282e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 95284 members 
Entering Unmasked Estep 
Score: -12930915.000000 Penalty: 5748.161133
	Iteration 11Q: 3 clusters Score -1.293092e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -12932049.000000 Penalty: 5748.161133
	Iteration 12Q: 3 clusters Score -1.293205e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -12932679.000000 Penalty: 5748.161133
	Iteration 13Q: 3 clusters Score -1.293268e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -12933003.000000 Penalty: 5748.161133
	Iteration 14Q: 3 clusters Score -1.2933e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 98740 members 
Entering Unmasked Estep 
Score: -12933251.000000 Penalty: 5748.161133
	Iteration 15Q: 3 clusters Score -1.293325e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 99237 members 
Entering Unmasked Estep 
Score: -12933445.000000 Penalty: 5748.161133
	Iteration 16Q: 3 clusters Score -1.293344e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 99673 members 
Entering Unmasked Estep 
Score: -12933586.000000 Penalty: 5748.161133
	Iteration 17Q: 3 clusters Score -1.293359e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 100081 members 
Entering Unmasked Estep 
Score: -12933695.000000 Penalty: 5748.161133
	Iteration 18Q: 3 clusters Score -1.29337e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -12933781.000000 Penalty: 5748.161133
	Iteration 19Q: 3 clusters Score -1.293378e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -12933880.000000 Penalty: 5748.161133
	Iteration 20F: 3 clusters Score -1.293388e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 101083 members 
Entering Unmasked Estep 
Score: -12933913.000000 Penalty: 5748.161133
	Iteration 21Q: 3 clusters Score -1.293391e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 101333 members 
Entering Unmasked Estep 
Score: -12933972.000000 Penalty: 5748.161133
	Iteration 22Q: 3 clusters Score -1.293397e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 101559 members 
Entering Unmasked Estep 
Score: -12934056.000000 Penalty: 5748.161133
	Iteration 23Q: 3 clusters Score -1.293406e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -12934073.000000 Penalty: 5748.161133
	Iteration 24Q: 3 clusters Score -1.293407e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -12934084.000000 Penalty: 5748.161133
	Iteration 25Q: 3 clusters Score -1.293408e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 102047 members 
Entering Unmasked Estep 
Score: -12934089.000000 Penalty: 5748.161133
	Iteration 26Q: 3 clusters Score -1.293409e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 102203 members 
Entering Unmasked Estep 
Score: -12934125.000000 Penalty: 5748.161133
	Iteration 27Q: 3 clusters Score -1.293412e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 102345 members 
Entering Unmasked Estep 
Score: -12934109.000000 Penalty: 5748.161133
	Iteration 28Q: 3 clusters Score -1.293411e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 102460 members 
Entering Unmasked Estep 
Score: -12934145.000000 Penalty: 5748.161133
	Iteration 29Q: 3 clusters Score -1.293414e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -12934167.000000 Penalty: 5748.161133
	Iteration 30Q: 3 clusters Score -1.293417e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 102693 members 
Entering Unmasked Estep 
Score: -12934186.000000 Penalty: 5748.161133
	Iteration 31Q: 3 clusters Score -1.293419e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 102781 members 
Entering Unmasked Estep 
Score: -12934193.000000 Penalty: 5748.161133
	Iteration 32Q: 3 clusters Score -1.293419e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 102852 members 
Entering Unmasked Estep 
Score: -12934204.000000 Penalty: 5748.161133
	Iteration 33Q: 3 clusters Score -1.29342e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 102932 members 
Entering Unmasked Estep 
Score: -12934206.000000 Penalty: 5748.161133
	Iteration 34Q: 3 clusters Score -1.293421e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 103043 members 
Entering Unmasked Estep 
Score: -12934210.000000 Penalty: 5748.161133
	Iteration 35Q: 3 clusters Score -1.293421e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 103143 members 
Entering Unmasked Estep 
Score: -12934207.000000 Penalty: 5748.161133
	Iteration 36Q: 3 clusters Score -1.293421e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 103230 members 
Entering Unmasked Estep 
Score: -12934258.000000 Penalty: 5748.161133
	Iteration 37Q: 3 clusters Score -1.293426e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -12934265.000000 Penalty: 5748.161133
	Iteration 38Q: 3 clusters Score -1.293426e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 103369 members 
Entering Unmasked Estep 
Score: -12934279.000000 Penalty: 5748.161133
	Iteration 39Q: 3 clusters Score -1.293428e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 103438 members 
Entering Unmasked Estep 
Score: -12934303.000000 Penalty: 5748.161133
	Iteration 40F: 3 clusters Score -1.29343e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -12934323.000000 Penalty: 5748.161133
	Iteration 41Q: 3 clusters Score -1.293432e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 103579 members 
Entering Unmasked Estep 
Score: -12934342.000000 Penalty: 5748.161133
	Iteration 42Q: 3 clusters Score -1.293434e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 103630 members 
Entering Unmasked Estep 
Score: -12934341.000000 Penalty: 5748.161133
	Iteration 43Q: 3 clusters Score -1.293434e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -12934355.000000 Penalty: 5748.161133
	Iteration 44Q: 3 clusters Score -1.293436e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 103715 members 
Entering Unmasked Estep 
Score: -12934353.000000 Penalty: 5748.161133
	Iteration 45Q: 3 clusters Score -1.293435e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 103750 members 
Entering Unmasked Estep 
Score: -12934358.000000 Penalty: 5748.161133
	Iteration 46Q: 3 clusters Score -1.293436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 103779 members 
Entering Unmasked Estep 
Score: -12934360.000000 Penalty: 5748.161133
	Iteration 47Q: 3 clusters Score -1.293436e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
Score: -12934359.000000 Penalty: 5748.161133
	Iteration 48Q: 3 clusters Score -1.293436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 103831 members 
Entering Unmasked Estep 
Score: -12934381.000000 Penalty: 5748.161133
	Iteration 49Q: 3 clusters Score -1.293438e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 103856 members 
Entering Unmasked Estep 
Score: -12934380.000000 Penalty: 5748.161133
	Iteration 50Q: 3 clusters Score -1.293438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -12934388.000000 Penalty: 5748.161133
	Iteration 51Q: 3 clusters Score -1.293439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 103900 members 
Entering Unmasked Estep 
Score: -12934398.000000 Penalty: 5748.161133
	Iteration 52Q: 3 clusters Score -1.29344e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -12934398.000000 Penalty: 5748.161133
	Iteration 53Q: 3 clusters Score -1.29344e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -12934389.000000 Penalty: 5748.161133
	Iteration 54Q: 3 clusters Score -1.293439e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 103967 members 
Entering Unmasked Estep 
Score: -12934386.000000 Penalty: 5748.161133
	Iteration 55Q: 3 clusters Score -1.293439e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -12934406.000000 Penalty: 5748.161133
	Iteration 56Q: 3 clusters Score -1.293441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 104000 members 
Entering Unmasked Estep 
Score: -12934395.000000 Penalty: 5748.161133
	Iteration 57Q: 3 clusters Score -1.29344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 104009 members 
Entering Unmasked Estep 
Score: -12934398.000000 Penalty: 5748.161133
	Iteration 58Q: 3 clusters Score -1.29344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -12934400.000000 Penalty: 5748.161133
	Iteration 59Q: 3 clusters Score -1.29344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -12934392.000000 Penalty: 5748.161133
	Iteration 60F: 3 clusters Score -1.293439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 104020 members 
Entering Unmasked Estep 
Score: -12934393.000000 Penalty: 5748.161133
	Iteration 61Q: 3 clusters Score -1.293439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 104023 members 
Entering Unmasked Estep 
Score: -12934394.000000 Penalty: 5748.161133
	Iteration 62Q: 3 clusters Score -1.293439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -12934399.000000 Penalty: 5748.161133
	Iteration 63Q: 3 clusters Score -1.29344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -12934399.000000 Penalty: 5748.161133
	Iteration 64Q: 3 clusters Score -1.29344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 104030 members 
Entering Unmasked Estep 
Score: -12934405.000000 Penalty: 5748.161133
	Iteration 65Q: 3 clusters Score -1.29344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 104031 members 
Entering Unmasked Estep 
Score: -12934412.000000 Penalty: 5748.161133
	Iteration 66Q: 3 clusters Score -1.293441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 104032 members 
Entering Unmasked Estep 
Score: -12934401.000000 Penalty: 5748.161133
	Iteration 67Q: 3 clusters Score -1.29344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 104034 members 
Entering Unmasked Estep 
Score: -12934398.000000 Penalty: 5748.161133
	Iteration 68Q: 3 clusters Score -1.29344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 104035 members 
Entering Unmasked Estep 
Score: -12934396.000000 Penalty: 5748.161133
	Iteration 69Q: 3 clusters Score -1.29344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 104037 members 
Entering Unmasked Estep 
Score: -12934397.000000 Penalty: 5748.161133
	Iteration 70Q: 3 clusters Score -1.29344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 104039 members 
Entering Unmasked Estep 
Score: -12934397.000000 Penalty: 5748.161133
	Iteration 71Q: 3 clusters Score -1.29344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 104042 members 
Entering Unmasked Estep 
Score: -12934403.000000 Penalty: 5748.161133
	Iteration 72Q: 3 clusters Score -1.29344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 104043 members 
Entering Unmasked Estep 
Score: -12934403.000000 Penalty: 5748.161133
	Iteration 73Q: 3 clusters Score -1.29344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 104043 members 
Entering Unmasked Estep 
Score: -12934403.000000 Penalty: 5748.161133
	Iteration 74F: 3 clusters Score -1.29344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (149958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149958 members 
Entering Unmasked Estep 
Score: -17898630.000000 Penalty: 2955.691406
	Iteration 0F: 2 clusters Score -1.789863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74856 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -17798370.000000 Penalty: 5911.382812
	Iteration 0F: 3 clusters Score -1.779837e+07 nChanged 71617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 74939 members 
Entering Unmasked Estep 
Score: -17839648.000000 Penalty: 5911.382812
	Iteration 1F: 3 clusters Score -1.783965e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74946 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -17840290.000000 Penalty: 5911.382812
	Iteration 2Q: 3 clusters Score -1.784029e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74733 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -17841088.000000 Penalty: 5911.382812
	Iteration 3Q: 3 clusters Score -1.784109e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
Score: -17841872.000000 Penalty: 5911.382812
	Iteration 4Q: 3 clusters Score -1.784187e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73725 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -17842856.000000 Penalty: 5911.382812
	Iteration 5Q: 3 clusters Score -1.784286e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -17843854.000000 Penalty: 5911.382812
	Iteration 6Q: 3 clusters Score -1.784385e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -17845080.000000 Penalty: 5911.382812
	Iteration 7Q: 3 clusters Score -1.784508e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 80488 members 
Entering Unmasked Estep 
Score: -17846914.000000 Penalty: 5911.382812
	Iteration 8Q: 3 clusters Score -1.784691e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 83724 members 
Entering Unmasked Estep 
Score: -17849390.000000 Penalty: 5911.382812
	Iteration 9Q: 3 clusters Score -1.784939e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 88441 members 
Entering Unmasked Estep 
Score: -17852642.000000 Penalty: 5911.382812
	Iteration 10Q: 3 clusters Score -1.785264e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -17857028.000000 Penalty: 5911.382812
	Iteration 11F: 3 clusters Score -1.785703e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 101751 members 
Entering Unmasked Estep 
Score: -17862616.000000 Penalty: 5911.382812
	Iteration 12F: 3 clusters Score -1.786262e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 109303 members 
Entering Unmasked Estep 
Score: -17868980.000000 Penalty: 5911.382812
	Iteration 13F: 3 clusters Score -1.786898e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 116088 members 
Entering Unmasked Estep 
Score: -17874882.000000 Penalty: 5911.382812
	Iteration 14F: 3 clusters Score -1.787488e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 121661 members 
Entering Unmasked Estep 
Score: -17880002.000000 Penalty: 5911.382812
	Iteration 15Q: 3 clusters Score -1.788e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 125846 members 
Entering Unmasked Estep 
Score: -17884270.000000 Penalty: 5911.382812
	Iteration 16Q: 3 clusters Score -1.788427e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 128799 members 
Entering Unmasked Estep 
Score: -17887398.000000 Penalty: 5911.382812
	Iteration 17Q: 3 clusters Score -1.78874e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 130950 members 
Entering Unmasked Estep 
Score: -17889276.000000 Penalty: 5911.382812
	Iteration 18Q: 3 clusters Score -1.788928e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 132394 members 
Entering Unmasked Estep 
Score: -17890348.000000 Penalty: 5911.382812
	Iteration 19Q: 3 clusters Score -1.789035e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 133496 members 
Entering Unmasked Estep 
Score: -17890990.000000 Penalty: 5911.382812
	Iteration 20F: 3 clusters Score -1.789099e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 134353 members 
Entering Unmasked Estep 
Score: -17891472.000000 Penalty: 5911.382812
	Iteration 21Q: 3 clusters Score -1.789147e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 135093 members 
Entering Unmasked Estep 
Score: -17891754.000000 Penalty: 5911.382812
	Iteration 22Q: 3 clusters Score -1.789175e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 135708 members 
Entering Unmasked Estep 
Score: -17891912.000000 Penalty: 5911.382812
	Iteration 23Q: 3 clusters Score -1.789191e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 136227 members 
Entering Unmasked Estep 
Score: -17892116.000000 Penalty: 5911.382812
	Iteration 24Q: 3 clusters Score -1.789212e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 136718 members 
Entering Unmasked Estep 
Score: -17892286.000000 Penalty: 5911.382812
	Iteration 25Q: 3 clusters Score -1.789229e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 137177 members 
Entering Unmasked Estep 
Score: -17892360.000000 Penalty: 5911.382812
	Iteration 26Q: 3 clusters Score -1.789236e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 137612 members 
Entering Unmasked Estep 
Score: -17892450.000000 Penalty: 5911.382812
	Iteration 27Q: 3 clusters Score -1.789245e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 138058 members 
Entering Unmasked Estep 
Score: -17892640.000000 Penalty: 5911.382812
	Iteration 28Q: 3 clusters Score -1.789264e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 138493 members 
Entering Unmasked Estep 
Score: -17892728.000000 Penalty: 5911.382812
	Iteration 29Q: 3 clusters Score -1.789273e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 138941 members 
Entering Unmasked Estep 
Score: -17892812.000000 Penalty: 5911.382812
	Iteration 30Q: 3 clusters Score -1.789281e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 139405 members 
Entering Unmasked Estep 
Score: -17892920.000000 Penalty: 5911.382812
	Iteration 31Q: 3 clusters Score -1.789292e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 139854 members 
Entering Unmasked Estep 
Score: -17892990.000000 Penalty: 5911.382812
	Iteration 32Q: 3 clusters Score -1.789299e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 140329 members 
Entering Unmasked Estep 
Score: -17893156.000000 Penalty: 5911.382812
	Iteration 33Q: 3 clusters Score -1.789316e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 140828 members 
Entering Unmasked Estep 
Score: -17893302.000000 Penalty: 5911.382812
	Iteration 34Q: 3 clusters Score -1.78933e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 141333 members 
Entering Unmasked Estep 
Score: -17893394.000000 Penalty: 5911.382812
	Iteration 35Q: 3 clusters Score -1.789339e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 141870 members 
Entering Unmasked Estep 
Score: -17893580.000000 Penalty: 5911.382812
	Iteration 36Q: 3 clusters Score -1.789358e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 142456 members 
Entering Unmasked Estep 
Score: -17893746.000000 Penalty: 5911.382812
	Iteration 37Q: 3 clusters Score -1.789375e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 142981 members 
Entering Unmasked Estep 
Score: -17893856.000000 Penalty: 5911.382812
	Iteration 38Q: 3 clusters Score -1.789386e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 143497 members 
Entering Unmasked Estep 
Score: -17893998.000000 Penalty: 5911.382812
	Iteration 39Q: 3 clusters Score -1.7894e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 144022 members 
Entering Unmasked Estep 
Score: -17894198.000000 Penalty: 5911.382812
	Iteration 40F: 3 clusters Score -1.78942e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 144570 members 
Entering Unmasked Estep 
Score: -17894416.000000 Penalty: 5911.382812
	Iteration 41Q: 3 clusters Score -1.789442e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 145110 members 
Entering Unmasked Estep 
Score: -17894608.000000 Penalty: 5911.382812
	Iteration 42Q: 3 clusters Score -1.789461e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 145638 members 
Entering Unmasked Estep 
Score: -17894846.000000 Penalty: 5911.382812
	Iteration 43Q: 3 clusters Score -1.789485e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 146123 members 
Entering Unmasked Estep 
Score: -17895004.000000 Penalty: 5911.382812
	Iteration 44Q: 3 clusters Score -1.7895e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 146598 members 
Entering Unmasked Estep 
Score: -17895176.000000 Penalty: 5911.382812
	Iteration 45Q: 3 clusters Score -1.789518e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 147004 members 
Entering Unmasked Estep 
Score: -17895394.000000 Penalty: 5911.382812
	Iteration 46Q: 3 clusters Score -1.789539e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 147352 members 
Entering Unmasked Estep 
Score: -17895584.000000 Penalty: 5911.382812
	Iteration 47Q: 3 clusters Score -1.789558e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 147618 members 
Entering Unmasked Estep 
Score: -17895672.000000 Penalty: 5911.382812
	Iteration 48Q: 3 clusters Score -1.789567e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 147851 members 
Entering Unmasked Estep 
Score: -17895764.000000 Penalty: 5911.382812
	Iteration 49Q: 3 clusters Score -1.789576e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 148033 members 
Entering Unmasked Estep 
Score: -17895792.000000 Penalty: 5911.382812
	Iteration 50Q: 3 clusters Score -1.789579e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 148186 members 
Entering Unmasked Estep 
Score: -17895892.000000 Penalty: 5911.382812
	Iteration 51Q: 3 clusters Score -1.789589e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 148326 members 
Entering Unmasked Estep 
Score: -17895972.000000 Penalty: 5911.382812
	Iteration 52Q: 3 clusters Score -1.789597e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 148444 members 
Entering Unmasked Estep 
Score: -17896026.000000 Penalty: 5911.382812
	Iteration 53Q: 3 clusters Score -1.789603e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 148537 members 
Entering Unmasked Estep 
Score: -17896076.000000 Penalty: 5911.382812
	Iteration 54Q: 3 clusters Score -1.789608e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 148603 members 
Entering Unmasked Estep 
Score: -17896072.000000 Penalty: 5911.382812
	Iteration 55Q: 3 clusters Score -1.789607e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 148649 members 
Entering Unmasked Estep 
Score: -17896088.000000 Penalty: 5911.382812
	Iteration 56Q: 3 clusters Score -1.789609e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 148678 members 
Entering Unmasked Estep 
Score: -17896098.000000 Penalty: 5911.382812
	Iteration 57Q: 3 clusters Score -1.78961e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 148718 members 
Entering Unmasked Estep 
Score: -17896100.000000 Penalty: 5911.382812
	Iteration 58Q: 3 clusters Score -1.78961e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 148755 members 
Entering Unmasked Estep 
Score: -17896116.000000 Penalty: 5911.382812
	Iteration 59Q: 3 clusters Score -1.789612e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 148787 members 
Entering Unmasked Estep 
Score: -17896132.000000 Penalty: 5911.382812
	Iteration 60F: 3 clusters Score -1.789613e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 148814 members 
Entering Unmasked Estep 
Score: -17896148.000000 Penalty: 5911.382812
	Iteration 61Q: 3 clusters Score -1.789615e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 148831 members 
Entering Unmasked Estep 
Score: -17896148.000000 Penalty: 5911.382812
	Iteration 62Q: 3 clusters Score -1.789615e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 148845 members 
Entering Unmasked Estep 
Score: -17896138.000000 Penalty: 5911.382812
	Iteration 63Q: 3 clusters Score -1.789614e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 148856 members 
Entering Unmasked Estep 
Score: -17896154.000000 Penalty: 5911.382812
	Iteration 64Q: 3 clusters Score -1.789615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 148876 members 
Entering Unmasked Estep 
Score: -17896166.000000 Penalty: 5911.382812
	Iteration 65Q: 3 clusters Score -1.789617e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 148893 members 
Entering Unmasked Estep 
Score: -17896166.000000 Penalty: 5911.382812
	Iteration 66Q: 3 clusters Score -1.789617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 148909 members 
Entering Unmasked Estep 
Score: -17896174.000000 Penalty: 5911.382812
	Iteration 67Q: 3 clusters Score -1.789617e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 148918 members 
Entering Unmasked Estep 
Score: -17896170.000000 Penalty: 5911.382812
	Iteration 68Q: 3 clusters Score -1.789617e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 148925 members 
Entering Unmasked Estep 
Score: -17896168.000000 Penalty: 5911.382812
	Iteration 69Q: 3 clusters Score -1.789617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 148932 members 
Entering Unmasked Estep 
Score: -17896184.000000 Penalty: 5911.382812
	Iteration 70Q: 3 clusters Score -1.789618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 148941 members 
Entering Unmasked Estep 
Score: -17896190.000000 Penalty: 5911.382812
	Iteration 71Q: 3 clusters Score -1.789619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 148951 members 
Entering Unmasked Estep 
Score: -17896218.000000 Penalty: 5911.382812
	Iteration 72Q: 3 clusters Score -1.789622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 148956 members 
Entering Unmasked Estep 
Score: -17896204.000000 Penalty: 5911.382812
	Iteration 73Q: 3 clusters Score -1.78962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 148962 members 
Entering Unmasked Estep 
Score: -17896202.000000 Penalty: 5911.382812
	Iteration 74Q: 3 clusters Score -1.78962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 148965 members 
Entering Unmasked Estep 
Score: -17896208.000000 Penalty: 5911.382812
	Iteration 75Q: 3 clusters Score -1.789621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 148972 members 
Entering Unmasked Estep 
Score: -17896196.000000 Penalty: 5911.382812
	Iteration 76Q: 3 clusters Score -1.78962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 148979 members 
Entering Unmasked Estep 
Score: -17896200.000000 Penalty: 5911.382812
	Iteration 77Q: 3 clusters Score -1.78962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 148984 members 
Entering Unmasked Estep 
Score: -17896202.000000 Penalty: 5911.382812
	Iteration 78Q: 3 clusters Score -1.78962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 148989 members 
Entering Unmasked Estep 
Score: -17896214.000000 Penalty: 5911.382812
	Iteration 79Q: 3 clusters Score -1.789621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 148994 members 
Entering Unmasked Estep 
Score: -17896202.000000 Penalty: 5911.382812
	Iteration 80F: 3 clusters Score -1.78962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 148994 members 
Entering Unmasked Estep 
Score: -17896206.000000 Penalty: 5911.382812
	Iteration 81Q: 3 clusters Score -1.789621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 148994 members 
Entering Unmasked Estep 
Score: -17896206.000000 Penalty: 5911.382812
	Iteration 82F: 3 clusters Score -1.789621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165716 members 
Entering Unmasked Estep 
Score: -19874444.000000 Penalty: 2980.471680
	Iteration 0F: 2 clusters Score -1.987444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -19768646.000000 Penalty: 5960.943359
	Iteration 0F: 3 clusters Score -1.976865e+07 nChanged 79608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85374 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -19814408.000000 Penalty: 5960.943359
	Iteration 1F: 3 clusters Score -1.981441e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -19815244.000000 Penalty: 5960.943359
	Iteration 2Q: 3 clusters Score -1.981524e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -19816280.000000 Penalty: 5960.943359
	Iteration 3Q: 3 clusters Score -1.981628e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93250 members 
Mstep: Class 2 contains 72466 members 
Entering Unmasked Estep 
Score: -19818184.000000 Penalty: 5960.943359
	Iteration 4Q: 3 clusters Score -1.981818e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98798 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -19821336.000000 Penalty: 5960.943359
	Iteration 5Q: 3 clusters Score -1.982134e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106550 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -19826172.000000 Penalty: 5960.943359
	Iteration 6F: 3 clusters Score -1.982617e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116726 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -19833876.000000 Penalty: 5960.943359
	Iteration 7F: 3 clusters Score -1.983388e+07 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129006 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -19844430.000000 Penalty: 5960.943359
	Iteration 8F: 3 clusters Score -1.984443e+07 nChanged 12452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141414 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -19855680.000000 Penalty: 5960.943359
	Iteration 9F: 3 clusters Score -1.985568e+07 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151668 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -19863902.000000 Penalty: 5960.943359
	Iteration 10F: 3 clusters Score -1.98639e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158307 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -19868160.000000 Penalty: 5960.943359
	Iteration 11Q: 3 clusters Score -1.986816e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162011 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -19870160.000000 Penalty: 5960.943359
	Iteration 12Q: 3 clusters Score -1.987016e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163738 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -19871052.000000 Penalty: 5960.943359
	Iteration 13Q: 3 clusters Score -1.987105e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164485 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -19871438.000000 Penalty: 5960.943359
	Iteration 14Q: 3 clusters Score -1.987144e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164842 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -19871698.000000 Penalty: 5960.943359
	Iteration 15Q: 3 clusters Score -1.98717e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165003 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -19871800.000000 Penalty: 5960.943359
	Iteration 16Q: 3 clusters Score -1.98718e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165083 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -19871836.000000 Penalty: 5960.943359
	Iteration 17Q: 3 clusters Score -1.987184e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165131 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -19871888.000000 Penalty: 5960.943359
	Iteration 18Q: 3 clusters Score -1.987189e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165154 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -19871936.000000 Penalty: 5960.943359
	Iteration 19Q: 3 clusters Score -1.987194e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165169 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -19871944.000000 Penalty: 5960.943359
	Iteration 20F: 3 clusters Score -1.987194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165187 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -19871958.000000 Penalty: 5960.943359
	Iteration 21Q: 3 clusters Score -1.987196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165201 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -19871982.000000 Penalty: 5960.943359
	Iteration 22Q: 3 clusters Score -1.987198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165215 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -19871994.000000 Penalty: 5960.943359
	Iteration 23Q: 3 clusters Score -1.987199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165222 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -19871998.000000 Penalty: 5960.943359
	Iteration 24Q: 3 clusters Score -1.9872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165225 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -19872004.000000 Penalty: 5960.943359
	Iteration 25Q: 3 clusters Score -1.9872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165229 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -19872022.000000 Penalty: 5960.943359
	Iteration 26Q: 3 clusters Score -1.987202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165232 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -19872022.000000 Penalty: 5960.943359
	Iteration 27Q: 3 clusters Score -1.987202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165236 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -19872030.000000 Penalty: 5960.943359
	Iteration 28Q: 3 clusters Score -1.987203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165243 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -19872024.000000 Penalty: 5960.943359
	Iteration 29Q: 3 clusters Score -1.987202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165244 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -19872046.000000 Penalty: 5960.943359
	Iteration 30Q: 3 clusters Score -1.987205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165247 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -19872048.000000 Penalty: 5960.943359
	Iteration 31Q: 3 clusters Score -1.987205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165253 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -19872034.000000 Penalty: 5960.943359
	Iteration 32Q: 3 clusters Score -1.987203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165254 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -19872036.000000 Penalty: 5960.943359
	Iteration 33Q: 3 clusters Score -1.987204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165253 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -19872038.000000 Penalty: 5960.943359
	Iteration 34Q: 3 clusters Score -1.987204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165253 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -19872038.000000 Penalty: 5960.943359
	Iteration 35F: 3 clusters Score -1.987204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66993 members 
Entering Unmasked Estep 
Score: -8019110.500000 Penalty: 2755.861328
	Iteration 0F: 2 clusters Score -8019110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -7973938.500000 Penalty: 5511.722656
	Iteration 0F: 3 clusters Score -7973938 nChanged 31499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -7991752.500000 Penalty: 5511.722656
	Iteration 1F: 3 clusters Score -7991752 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -7992401.000000 Penalty: 5511.722656
	Iteration 2Q: 3 clusters Score -7992401 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -7993129.000000 Penalty: 5511.722656
	Iteration 3Q: 3 clusters Score -7993129 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -7993829.000000 Penalty: 5511.722656
	Iteration 4Q: 3 clusters Score -7993829 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -7994643.500000 Penalty: 5511.722656
	Iteration 5Q: 3 clusters Score -7994644 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -7995625.000000 Penalty: 5511.722656
	Iteration 6Q: 3 clusters Score -7995625 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -7996671.500000 Penalty: 5511.722656
	Iteration 7Q: 3 clusters Score -7996672 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -7998162.500000 Penalty: 5511.722656
	Iteration 8Q: 3 clusters Score -7998162 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -8000169.000000 Penalty: 5511.722656
	Iteration 9F: 3 clusters Score -8000169 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -8002770.500000 Penalty: 5511.722656
	Iteration 10F: 3 clusters Score -8002770 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -8005178.000000 Penalty: 5511.722656
	Iteration 11F: 3 clusters Score -8005178 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -8006769.500000 Penalty: 5511.722656
	Iteration 12Q: 3 clusters Score -8006770 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -8007509.500000 Penalty: 5511.722656
	Iteration 13Q: 3 clusters Score -8007510 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -8007792.500000 Penalty: 5511.722656
	Iteration 14Q: 3 clusters Score -8007792 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -8007998.000000 Penalty: 5511.722656
	Iteration 15Q: 3 clusters Score -8007998 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -8008146.500000 Penalty: 5511.722656
	Iteration 16Q: 3 clusters Score -8008146 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -8008266.000000 Penalty: 5511.722656
	Iteration 17Q: 3 clusters Score -8008266 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -8008380.500000 Penalty: 5511.722656
	Iteration 18Q: 3 clusters Score -8008380 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -8008504.000000 Penalty: 5511.722656
	Iteration 19Q: 3 clusters Score -8008504 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -8008617.500000 Penalty: 5511.722656
	Iteration 20F: 3 clusters Score -8008618 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -8008778.000000 Penalty: 5511.722656
	Iteration 21Q: 3 clusters Score -8008778 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -8008966.500000 Penalty: 5511.722656
	Iteration 22Q: 3 clusters Score -8008966 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -8009138.500000 Penalty: 5511.722656
	Iteration 23Q: 3 clusters Score -8009138 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -8009276.000000 Penalty: 5511.722656
	Iteration 24Q: 3 clusters Score -8009276 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -8009467.500000 Penalty: 5511.722656
	Iteration 25Q: 3 clusters Score -8009468 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -8009676.500000 Penalty: 5511.722656
	Iteration 26Q: 3 clusters Score -8009676 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -8009922.500000 Penalty: 5511.722656
	Iteration 27Q: 3 clusters Score -8009922 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -8010094.000000 Penalty: 5511.722656
	Iteration 28Q: 3 clusters Score -8010094 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -8010242.000000 Penalty: 5511.722656
	Iteration 29Q: 3 clusters Score -8010242 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -8010388.500000 Penalty: 5511.722656
	Iteration 30Q: 3 clusters Score -8010388 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -8010563.500000 Penalty: 5511.722656
	Iteration 31Q: 3 clusters Score -8010564 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -8010751.000000 Penalty: 5511.722656
	Iteration 32Q: 3 clusters Score -8010751 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -8010927.000000 Penalty: 5511.722656
	Iteration 33Q: 3 clusters Score -8010927 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -8011004.000000 Penalty: 5511.722656
	Iteration 34Q: 3 clusters Score -8011004 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -8011067.500000 Penalty: 5511.722656
	Iteration 35Q: 3 clusters Score -8011068 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -8011155.500000 Penalty: 5511.722656
	Iteration 36Q: 3 clusters Score -8011156 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -8011248.500000 Penalty: 5511.722656
	Iteration 37Q: 3 clusters Score -8011248 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -8011338.500000 Penalty: 5511.722656
	Iteration 38Q: 3 clusters Score -8011338 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -8011399.500000 Penalty: 5511.722656
	Iteration 39Q: 3 clusters Score -8011400 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -8011487.000000 Penalty: 5511.722656
	Iteration 40F: 3 clusters Score -8011487 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -8011562.500000 Penalty: 5511.722656
	Iteration 41Q: 3 clusters Score -8011562 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -8011594.500000 Penalty: 5511.722656
	Iteration 42Q: 3 clusters Score -8011594 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -8011653.500000 Penalty: 5511.722656
	Iteration 43Q: 3 clusters Score -8011654 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -8011678.500000 Penalty: 5511.722656
	Iteration 44Q: 3 clusters Score -8011678 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -8011727.000000 Penalty: 5511.722656
	Iteration 45Q: 3 clusters Score -8011727 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -8011773.500000 Penalty: 5511.722656
	Iteration 46Q: 3 clusters Score -8011774 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -8011846.000000 Penalty: 5511.722656
	Iteration 47Q: 3 clusters Score -8011846 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -8011913.000000 Penalty: 5511.722656
	Iteration 48Q: 3 clusters Score -8011913 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -8011950.500000 Penalty: 5511.722656
	Iteration 49Q: 3 clusters Score -8011950 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -8012039.000000 Penalty: 5511.722656
	Iteration 50Q: 3 clusters Score -8012039 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -8012092.500000 Penalty: 5511.722656
	Iteration 51Q: 3 clusters Score -8012092 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -8012105.500000 Penalty: 5511.722656
	Iteration 52Q: 3 clusters Score -8012106 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -8012144.500000 Penalty: 5511.722656
	Iteration 53Q: 3 clusters Score -8012144 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -8012159.500000 Penalty: 5511.722656
	Iteration 54Q: 3 clusters Score -8012160 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -8012184.500000 Penalty: 5511.722656
	Iteration 55Q: 3 clusters Score -8012184 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -8012248.500000 Penalty: 5511.722656
	Iteration 56Q: 3 clusters Score -8012248 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -8012261.000000 Penalty: 5511.722656
	Iteration 57Q: 3 clusters Score -8012261 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -8012310.500000 Penalty: 5511.722656
	Iteration 58Q: 3 clusters Score -8012310 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8012366 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -8012350.500000 Penalty: 5511.722656
	Iteration 60F: 3 clusters Score -8012350 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -8012410.000000 Penalty: 5511.722656
	Iteration 61Q: 3 clusters Score -8012410 nChanged 223
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Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -8012428.000000 Penalty: 5511.722656
	Iteration 62Q: 3 clusters Score -8012428 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -8012451.500000 Penalty: 5511.722656
	Iteration 63Q: 3 clusters Score -8012452 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8012473 nChanged 232
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Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -8012523.000000 Penalty: 5511.722656
	Iteration 65Q: 3 clusters Score -8012523 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -8012542.000000 Penalty: 5511.722656
	Iteration 66Q: 3 clusters Score -8012542 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -8012553.500000 Penalty: 5511.722656
	Iteration 67Q: 3 clusters Score -8012554 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8012574 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8012588 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8012626 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8012634 nChanged 229
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Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -8012703.000000 Penalty: 5511.722656
	Iteration 72Q: 3 clusters Score -8012703 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -8012708.500000 Penalty: 5511.722656
	Iteration 73Q: 3 clusters Score -8012708 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8012711 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8012726 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -8012790.000000 Penalty: 5511.722656
	Iteration 76Q: 3 clusters Score -8012790 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -8012793.000000 Penalty: 5511.722656
	Iteration 77Q: 3 clusters Score -8012793 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8012824 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8012850 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -8012877.000000 Penalty: 5511.722656
	Iteration 80F: 3 clusters Score -8012877 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -8012901.000000 Penalty: 5511.722656
	Iteration 81Q: 3 clusters Score -8012901 nChanged 283
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8012959 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8012984 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -8013013.000000 Penalty: 5511.722656
	Iteration 84Q: 3 clusters Score -8013013 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -8013036.000000 Penalty: 5511.722656
	Iteration 85Q: 3 clusters Score -8013036 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8013054 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -8013081.500000 Penalty: 5511.722656
	Iteration 87Q: 3 clusters Score -8013082 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8013088 nChanged 208
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Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -8013141.000000 Penalty: 5511.722656
	Iteration 89Q: 3 clusters Score -8013141 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -8013159.500000 Penalty: 5511.722656
	Iteration 90Q: 3 clusters Score -8013160 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -8013216.500000 Penalty: 5511.722656
	Iteration 91Q: 3 clusters Score -8013216 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -8013240.500000 Penalty: 5511.722656
	Iteration 92Q: 3 clusters Score -8013240 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8013278 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -8013267.500000 Penalty: 5511.722656
	Iteration 94Q: 3 clusters Score -8013268 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -8013287.000000 Penalty: 5511.722656
	Iteration 95Q: 3 clusters Score -8013287 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -8013342.500000 Penalty: 5511.722656
	Iteration 96Q: 3 clusters Score -8013342 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8013388 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -8013398.000000 Penalty: 5511.722656
	Iteration 98Q: 3 clusters Score -8013398 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -8013415.000000 Penalty: 5511.722656
	Iteration 99Q: 3 clusters Score -8013415 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -8013434.500000 Penalty: 5511.722656
	Iteration 100F: 3 clusters Score -8013434 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8013487 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -8013506.500000 Penalty: 5511.722656
	Iteration 102Q: 3 clusters Score -8013506 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -8013538.000000 Penalty: 5511.722656
	Iteration 103Q: 3 clusters Score -8013538 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8013568 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -8013569.500000 Penalty: 5511.722656
	Iteration 105Q: 3 clusters Score -8013570 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -8013611.000000 Penalty: 5511.722656
	Iteration 106Q: 3 clusters Score -8013611 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -8013614.500000 Penalty: 5511.722656
	Iteration 107Q: 3 clusters Score -8013614 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -8013625.500000 Penalty: 5511.722656
	Iteration 108Q: 3 clusters Score -8013626 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -8013665.500000 Penalty: 5511.722656
	Iteration 109Q: 3 clusters Score -8013666 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8013678 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -8013716.000000 Penalty: 5511.722656
	Iteration 111Q: 3 clusters Score -8013716 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -8013743.000000 Penalty: 5511.722656
	Iteration 112Q: 3 clusters Score -8013743 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8013772 nChanged 203
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Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -8013810.000000 Penalty: 5511.722656
	Iteration 114Q: 3 clusters Score -8013810 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -8013832.500000 Penalty: 5511.722656
	Iteration 115Q: 3 clusters Score -8013832 nChanged 215
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Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8013874 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8013893 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -8013913.500000 Penalty: 5511.722656
	Iteration 118Q: 3 clusters Score -8013914 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8013945 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -8013978.500000 Penalty: 5511.722656
	Iteration 120F: 3 clusters Score -8013978 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -8014013.000000 Penalty: 5511.722656
	Iteration 121Q: 3 clusters Score -8014013 nChanged 257
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Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -8014061.500000 Penalty: 5511.722656
	Iteration 122Q: 3 clusters Score -8014062 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -8014130.500000 Penalty: 5511.722656
	Iteration 123Q: 3 clusters Score -8014130 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -8014153.000000 Penalty: 5511.722656
	Iteration 124Q: 3 clusters Score -8014153 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -8014244.500000 Penalty: 5511.722656
	Iteration 125Q: 3 clusters Score -8014244 nChanged 265
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Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -8014301.500000 Penalty: 5511.722656
	Iteration 126Q: 3 clusters Score -8014302 nChanged 271
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Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -8014336.000000 Penalty: 5511.722656
	Iteration 127Q: 3 clusters Score -8014336 nChanged 292
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Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -8014401.000000 Penalty: 5511.722656
	Iteration 128Q: 3 clusters Score -8014401 nChanged 342
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Mstep: Class 1 contains 6448 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8014461 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -8014513.500000 Penalty: 5511.722656
	Iteration 130Q: 3 clusters Score -8014514 nChanged 325
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -8014601.000000 Penalty: 5511.722656
	Iteration 131Q: 3 clusters Score -8014601 nChanged 306
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Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -8014666.500000 Penalty: 5511.722656
	Iteration 132Q: 3 clusters Score -8014666 nChanged 323
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 61800 members 
Entering Unmasked Estep 
Score: -8014743.500000 Penalty: 5511.722656
	Iteration 133Q: 3 clusters Score -8014744 nChanged 319
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -8014855.500000 Penalty: 5511.722656
	Iteration 134Q: 3 clusters Score -8014856 nChanged 337
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Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -8014947.000000 Penalty: 5511.722656
	Iteration 135Q: 3 clusters Score -8014947 nChanged 352
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -8015061.500000 Penalty: 5511.722656
	Iteration 136Q: 3 clusters Score -8015062 nChanged 357
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8015200 nChanged 412
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Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -8015381.500000 Penalty: 5511.722656
	Iteration 138Q: 3 clusters Score -8015382 nChanged 386
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -8015560.500000 Penalty: 5511.722656
	Iteration 139Q: 3 clusters Score -8015560 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -8015702.500000 Penalty: 5511.722656
	Iteration 140F: 3 clusters Score -8015702 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -8015864.000000 Penalty: 5511.722656
	Iteration 141Q: 3 clusters Score -8015864 nChanged 298
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Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
Score: -8016014.000000 Penalty: 5511.722656
	Iteration 142Q: 3 clusters Score -8016014 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -8016150.500000 Penalty: 5511.722656
	Iteration 143Q: 3 clusters Score -8016150 nChanged 222
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 65401 members 
Entering Unmasked Estep 
Score: -8016248.000000 Penalty: 5511.722656
	Iteration 144Q: 3 clusters Score -8016248 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -8016347.000000 Penalty: 5511.722656
	Iteration 145Q: 3 clusters Score -8016347 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -8016422.000000 Penalty: 5511.722656
	Iteration 146Q: 3 clusters Score -8016422 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -8016486.000000 Penalty: 5511.722656
	Iteration 147Q: 3 clusters Score -8016486 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -8016516.500000 Penalty: 5511.722656
	Iteration 148Q: 3 clusters Score -8016516 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 65983 members 
Entering Unmasked Estep 
Score: -8016552.500000 Penalty: 5511.722656
	Iteration 149Q: 3 clusters Score -8016552 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -8016584.500000 Penalty: 5511.722656
	Iteration 150Q: 3 clusters Score -8016584 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -8016619.500000 Penalty: 5511.722656
	Iteration 151Q: 3 clusters Score -8016620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -8016637.500000 Penalty: 5511.722656
	Iteration 152Q: 3 clusters Score -8016638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -8016654.500000 Penalty: 5511.722656
	Iteration 153Q: 3 clusters Score -8016654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -8016680.500000 Penalty: 5511.722656
	Iteration 154Q: 3 clusters Score -8016680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 66210 members 
Entering Unmasked Estep 
Score: -8016684.500000 Penalty: 5511.722656
	Iteration 155Q: 3 clusters Score -8016684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -8016676.500000 Penalty: 5511.722656
	Iteration 156Q: 3 clusters Score -8016676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -8016684.500000 Penalty: 5511.722656
	Iteration 157Q: 3 clusters Score -8016684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -8016688.000000 Penalty: 5511.722656
	Iteration 158Q: 3 clusters Score -8016688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -8016700.000000 Penalty: 5511.722656
	Iteration 159Q: 3 clusters Score -8016700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -8016701.500000 Penalty: 5511.722656
	Iteration 160F: 3 clusters Score -8016702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -8016711.500000 Penalty: 5511.722656
	Iteration 161Q: 3 clusters Score -8016712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -8016713.000000 Penalty: 5511.722656
	Iteration 162Q: 3 clusters Score -8016713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -8016714.000000 Penalty: 5511.722656
	Iteration 163Q: 3 clusters Score -8016714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -8016717.500000 Penalty: 5511.722656
	Iteration 164Q: 3 clusters Score -8016718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -8016714.500000 Penalty: 5511.722656
	Iteration 165Q: 3 clusters Score -8016714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -8016720.500000 Penalty: 5511.722656
	Iteration 166Q: 3 clusters Score -8016720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -8016725.000000 Penalty: 5511.722656
	Iteration 167Q: 3 clusters Score -8016725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -8016720.000000 Penalty: 5511.722656
	Iteration 168Q: 3 clusters Score -8016720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 66298 members 
Entering Unmasked Estep 
Score: -8016722.000000 Penalty: 5511.722656
	Iteration 169Q: 3 clusters Score -8016722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 66301 members 
Entering Unmasked Estep 
Score: -8016722.000000 Penalty: 5511.722656
	Iteration 170Q: 3 clusters Score -8016722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -8016723.000000 Penalty: 5511.722656
	Iteration 171Q: 3 clusters Score -8016723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -8016724.000000 Penalty: 5511.722656
	Iteration 172Q: 3 clusters Score -8016724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -8016729.000000 Penalty: 5511.722656
	Iteration 173Q: 3 clusters Score -8016729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -8016739.000000 Penalty: 5511.722656
	Iteration 174Q: 3 clusters Score -8016739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -8016737.500000 Penalty: 5511.722656
	Iteration 175Q: 3 clusters Score -8016738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -8016737.500000 Penalty: 5511.722656
	Iteration 176F: 3 clusters Score -8016738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (94611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94611 members 
Entering Unmasked Estep 
Score: -11296833.000000 Penalty: 2841.467285
	Iteration 0F: 2 clusters Score -1.129683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -11233761.000000 Penalty: 5682.934570
	Iteration 0F: 3 clusters Score -1.123376e+07 nChanged 44695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -11258860.000000 Penalty: 5682.934570
	Iteration 1F: 3 clusters Score -1.125886e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -11259993.000000 Penalty: 5682.934570
	Iteration 2Q: 3 clusters Score -1.125999e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -11261385.000000 Penalty: 5682.934570
	Iteration 3Q: 3 clusters Score -1.126138e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -11263907.000000 Penalty: 5682.934570
	Iteration 4F: 3 clusters Score -1.126391e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65072 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -11268075.000000 Penalty: 5682.934570
	Iteration 5F: 3 clusters Score -1.126808e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -11274547.000000 Penalty: 5682.934570
	Iteration 6F: 3 clusters Score -1.127455e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -11282149.000000 Penalty: 5682.934570
	Iteration 7F: 3 clusters Score -1.128215e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87187 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -11288461.000000 Penalty: 5682.934570
	Iteration 8F: 3 clusters Score -1.128846e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90957 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -11292029.000000 Penalty: 5682.934570
	Iteration 9Q: 3 clusters Score -1.129203e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92637 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -11293573.000000 Penalty: 5682.934570
	Iteration 10Q: 3 clusters Score -1.129357e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11294168.000000 Penalty: 5682.934570
	Iteration 11Q: 3 clusters Score -1.129417e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93627 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11294455.000000 Penalty: 5682.934570
	Iteration 12Q: 3 clusters Score -1.129446e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93748 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11294612.000000 Penalty: 5682.934570
	Iteration 13Q: 3 clusters Score -1.129461e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93812 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11294704.000000 Penalty: 5682.934570
	Iteration 14Q: 3 clusters Score -1.12947e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -11294773.000000 Penalty: 5682.934570
	Iteration 15Q: 3 clusters Score -1.129477e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93857 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11294805.000000 Penalty: 5682.934570
	Iteration 16Q: 3 clusters Score -1.12948e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11294820.000000 Penalty: 5682.934570
	Iteration 17Q: 3 clusters Score -1.129482e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93881 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -11294828.000000 Penalty: 5682.934570
	Iteration 18Q: 3 clusters Score -1.129483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93885 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -11294838.000000 Penalty: 5682.934570
	Iteration 19Q: 3 clusters Score -1.129484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93888 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -11294857.000000 Penalty: 5682.934570
	Iteration 20F: 3 clusters Score -1.129486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93895 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11294856.000000 Penalty: 5682.934570
	Iteration 21Q: 3 clusters Score -1.129486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11294865.000000 Penalty: 5682.934570
	Iteration 22Q: 3 clusters Score -1.129486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11294884.000000 Penalty: 5682.934570
	Iteration 23Q: 3 clusters Score -1.129488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93906 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11294892.000000 Penalty: 5682.934570
	Iteration 24Q: 3 clusters Score -1.129489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11294890.000000 Penalty: 5682.934570
	Iteration 25Q: 3 clusters Score -1.129489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93904 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11294891.000000 Penalty: 5682.934570
	Iteration 26Q: 3 clusters Score -1.129489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93904 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11294892.000000 Penalty: 5682.934570
	Iteration 27Q: 3 clusters Score -1.129489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11294889.000000 Penalty: 5682.934570
	Iteration 28Q: 3 clusters Score -1.129489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11294889.000000 Penalty: 5682.934570
	Iteration 29F: 3 clusters Score -1.129489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Entering Unmasked Estep 
Score: -2331409.250000 Penalty: 2454.834229
	Iteration 0F: 2 clusters Score -2331409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2317370.000000 Penalty: 4909.668457
	Iteration 0F: 3 clusters Score -2317370 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2322245.000000 Penalty: 4909.668457
	Iteration 1F: 3 clusters Score -2322245 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2322885.500000 Penalty: 4909.668457
	Iteration 2F: 3 clusters Score -2322886 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2323607.500000 Penalty: 4909.668457
	Iteration 3F: 3 clusters Score -2323608 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2324395.250000 Penalty: 4909.668457
	Iteration 4F: 3 clusters Score -2324395 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2325268.250000 Penalty: 4909.668457
	Iteration 5F: 3 clusters Score -2325268 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2326151.750000 Penalty: 4909.668457
	Iteration 6F: 3 clusters Score -2326152 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2327001.250000 Penalty: 4909.668457
	Iteration 7F: 3 clusters Score -2327001 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2327742.250000 Penalty: 4909.668457
	Iteration 8Q: 3 clusters Score -2327742 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2328337.250000 Penalty: 4909.668457
	Iteration 9Q: 3 clusters Score -2328337 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2328767.000000 Penalty: 4909.668457
	Iteration 10Q: 3 clusters Score -2328767 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2329081.500000 Penalty: 4909.668457
	Iteration 11Q: 3 clusters Score -2329082 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2329296.500000 Penalty: 4909.668457
	Iteration 12Q: 3 clusters Score -2329296 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2329433.250000 Penalty: 4909.668457
	Iteration 13Q: 3 clusters Score -2329433 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2329513.750000 Penalty: 4909.668457
	Iteration 14Q: 3 clusters Score -2329514 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2329577.750000 Penalty: 4909.668457
	Iteration 15Q: 3 clusters Score -2329578 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2329626.250000 Penalty: 4909.668457
	Iteration 16Q: 3 clusters Score -2329626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2329662.500000 Penalty: 4909.668457
	Iteration 17Q: 3 clusters Score -2329662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2329690.000000 Penalty: 4909.668457
	Iteration 18Q: 3 clusters Score -2329690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2329704.750000 Penalty: 4909.668457
	Iteration 19Q: 3 clusters Score -2329705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2329715.500000 Penalty: 4909.668457
	Iteration 20F: 3 clusters Score -2329716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2329715.500000 Penalty: 4909.668457
	Iteration 21Q: 3 clusters Score -2329716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2329726.250000 Penalty: 4909.668457
	Iteration 22Q: 3 clusters Score -2329726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2329729.000000 Penalty: 4909.668457
	Iteration 23Q: 3 clusters Score -2329729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2329730.250000 Penalty: 4909.668457
	Iteration 24Q: 3 clusters Score -2329730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2329731.750000 Penalty: 4909.668457
	Iteration 25Q: 3 clusters Score -2329732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2329731.750000 Penalty: 4909.668457
	Iteration 26F: 3 clusters Score -2329732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Entering Unmasked Estep 
Score: -561934.812500 Penalty: 2118.822754
	Iteration 0F: 2 clusters Score -561934.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -557344.312500 Penalty: 4237.645508
	Iteration 0F: 3 clusters Score -557344.3 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -558594.437500 Penalty: 4237.645508
	Iteration 1F: 3 clusters Score -558594.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -559089.750000 Penalty: 4237.645508
	Iteration 2F: 3 clusters Score -559089.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -559520.750000 Penalty: 4237.645508
	Iteration 3F: 3 clusters Score -559520.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -559812.125000 Penalty: 4237.645508
	Iteration 4F: 3 clusters Score -559812.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -559966.250000 Penalty: 4237.645508
	Iteration 5Q: 3 clusters Score -559966.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -560056.625000 Penalty: 4237.645508
	Iteration 6Q: 3 clusters Score -560056.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -560131.437500 Penalty: 4237.645508
	Iteration 7Q: 3 clusters Score -560131.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -560199.000000 Penalty: 4237.645508
	Iteration 8Q: 3 clusters Score -560199 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -560253.812500 Penalty: 4237.645508
	Iteration 9Q: 3 clusters Score -560253.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -560292.062500 Penalty: 4237.645508
	Iteration 10Q: 3 clusters Score -560292.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -560330.687500 Penalty: 4237.645508
	Iteration 11Q: 3 clusters Score -560330.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -560372.937500 Penalty: 4237.645508
	Iteration 12Q: 3 clusters Score -560372.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -560409.187500 Penalty: 4237.645508
	Iteration 13Q: 3 clusters Score -560409.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -560441.000000 Penalty: 4237.645508
	Iteration 14Q: 3 clusters Score -560441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -560460.187500 Penalty: 4237.645508
	Iteration 15Q: 3 clusters Score -560460.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -560474.687500 Penalty: 4237.645508
	Iteration 16Q: 3 clusters Score -560474.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -560483.625000 Penalty: 4237.645508
	Iteration 17Q: 3 clusters Score -560483.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -560492.375000 Penalty: 4237.645508
	Iteration 18Q: 3 clusters Score -560492.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -560496.312500 Penalty: 4237.645508
	Iteration 19Q: 3 clusters Score -560496.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -560500.000000 Penalty: 4237.645508
	Iteration 20F: 3 clusters Score -560500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -560504.687500 Penalty: 4237.645508
	Iteration 21Q: 3 clusters Score -560504.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -560507.187500 Penalty: 4237.645508
	Iteration 22Q: 3 clusters Score -560507.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -560509.312500 Penalty: 4237.645508
	Iteration 23Q: 3 clusters Score -560509.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -560512.750000 Penalty: 4237.645508
	Iteration 24Q: 3 clusters Score -560512.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -560518.687500 Penalty: 4237.645508
	Iteration 25Q: 3 clusters Score -560518.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -560521.937500 Penalty: 4237.645508
	Iteration 26Q: 3 clusters Score -560521.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -560522.937500 Penalty: 4237.645508
	Iteration 27Q: 3 clusters Score -560522.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -560523.687500 Penalty: 4237.645508
	Iteration 28Q: 3 clusters Score -560523.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -560525.875000 Penalty: 4237.645508
	Iteration 29Q: 3 clusters Score -560525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -560525.937500 Penalty: 4237.645508
	Iteration 30Q: 3 clusters Score -560525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -560527.375000 Penalty: 4237.645508
	Iteration 31Q: 3 clusters Score -560527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -560527.437500 Penalty: 4237.645508
	Iteration 32Q: 3 clusters Score -560527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -560527.437500 Penalty: 4237.645508
	Iteration 33F: 3 clusters Score -560527.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Entering Unmasked Estep 
Score: -3021854.500000 Penalty: 2519.148926
	Iteration 0F: 2 clusters Score -3021854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3003940.250000 Penalty: 5038.297852
	Iteration 0F: 3 clusters Score -3003940 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -3010368.250000 Penalty: 5038.297852
	Iteration 1F: 3 clusters Score -3010368 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3011053.250000 Penalty: 5038.297852
	Iteration 2F: 3 clusters Score -3011053 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3011785.750000 Penalty: 5038.297852
	Iteration 3F: 3 clusters Score -3011786 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3012712.500000 Penalty: 5038.297852
	Iteration 4F: 3 clusters Score -3012712 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3014014.000000 Penalty: 5038.297852
	Iteration 5F: 3 clusters Score -3014014 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3015501.750000 Penalty: 5038.297852
	Iteration 6F: 3 clusters Score -3015502 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3016726.500000 Penalty: 5038.297852
	Iteration 7F: 3 clusters Score -3016726 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3017622.000000 Penalty: 5038.297852
	Iteration 8F: 3 clusters Score -3017622 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3018194.750000 Penalty: 5038.297852
	Iteration 9Q: 3 clusters Score -3018195 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3018594.750000 Penalty: 5038.297852
	Iteration 10Q: 3 clusters Score -3018595 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3018886.250000 Penalty: 5038.297852
	Iteration 11Q: 3 clusters Score -3018886 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3019179.750000 Penalty: 5038.297852
	Iteration 12Q: 3 clusters Score -3019180 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3019433.500000 Penalty: 5038.297852
	Iteration 13Q: 3 clusters Score -3019434 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3019664.000000 Penalty: 5038.297852
	Iteration 14Q: 3 clusters Score -3019664 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3019877.250000 Penalty: 5038.297852
	Iteration 15Q: 3 clusters Score -3019877 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3020080.500000 Penalty: 5038.297852
	Iteration 16Q: 3 clusters Score -3020080 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3020302.250000 Penalty: 5038.297852
	Iteration 17Q: 3 clusters Score -3020302 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -3020564.000000 Penalty: 5038.297852
	Iteration 18Q: 3 clusters Score -3020564 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3020834.500000 Penalty: 5038.297852
	Iteration 19Q: 3 clusters Score -3020834 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3021110.000000 Penalty: 5038.297852
	Iteration 20F: 3 clusters Score -3021110 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -3021356.250000 Penalty: 5038.297852
	Iteration 21Q: 3 clusters Score -3021356 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3021539.250000 Penalty: 5038.297852
	Iteration 22Q: 3 clusters Score -3021539 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3021651.000000 Penalty: 5038.297852
	Iteration 23Q: 3 clusters Score -3021651 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3021722.750000 Penalty: 5038.297852
	Iteration 24Q: 3 clusters Score -3021723 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3021771.250000 Penalty: 5038.297852
	Iteration 25Q: 3 clusters Score -3021771 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3021804.250000 Penalty: 5038.297852
	Iteration 26Q: 3 clusters Score -3021804 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -3021827.750000 Penalty: 5038.297852
	Iteration 27Q: 3 clusters Score -3021828 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3021836.750000 Penalty: 5038.297852
	Iteration 28Q: 3 clusters Score -3021837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3021844.000000 Penalty: 5038.297852
	Iteration 29Q: 3 clusters Score -3021844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3021847.500000 Penalty: 5038.297852
	Iteration 30Q: 3 clusters Score -3021848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -3021848.500000 Penalty: 5038.297852
	Iteration 31Q: 3 clusters Score -3021848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -3021858.250000 Penalty: 5038.297852
	Iteration 32Q: 3 clusters Score -3021858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -3021862.000000 Penalty: 5038.297852
	Iteration 33Q: 3 clusters Score -3021862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3021860.250000 Penalty: 5038.297852
	Iteration 34Q: 3 clusters Score -3021860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -3021866.500000 Penalty: 5038.297852
	Iteration 35Q: 3 clusters Score -3021866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3021866.000000 Penalty: 5038.297852
	Iteration 36Q: 3 clusters Score -3021866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3021862.750000 Penalty: 5038.297852
	Iteration 37Q: 3 clusters Score -3021863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3021864.250000 Penalty: 5038.297852
	Iteration 38Q: 3 clusters Score -3021864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3021869.750000 Penalty: 5038.297852
	Iteration 39Q: 3 clusters Score -3021870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3021868.250000 Penalty: 5038.297852
	Iteration 40F: 3 clusters Score -3021868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -3021867.500000 Penalty: 5038.297852
	Iteration 41Q: 3 clusters Score -3021868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3021863.750000 Penalty: 5038.297852
	Iteration 42Q: 3 clusters Score -3021864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -3021862.750000 Penalty: 5038.297852
	Iteration 43Q: 3 clusters Score -3021863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3021869.250000 Penalty: 5038.297852
	Iteration 44Q: 3 clusters Score -3021869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3021865.000000 Penalty: 5038.297852
	Iteration 45Q: 3 clusters Score -3021865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -3021867.000000 Penalty: 5038.297852
	Iteration 46Q: 3 clusters Score -3021867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -3021867.000000 Penalty: 5038.297852
	Iteration 47F: 3 clusters Score -3021867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174568 members 
Mstep: Class 2 contains 82739 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 182068 members 
Mstep: Class 6 contains 25126 members 
Mstep: Class 7 contains 11658 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8251 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13841 members 
Mstep: Class 13 contains 107908 members 
Mstep: Class 14 contains 149958 members 
Mstep: Class 15 contains 165716 members 
Mstep: Class 16 contains 66993 members 
Mstep: Class 17 contains 94611 members 
Mstep: Class 18 contains 19901 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 5785 members 
Mstep: Class 21 contains 7702 members 
Mstep: Class 22 contains 27368 members 
Mstep: Class 23 contains 12015 members 
Mstep: Class 24 contains 16183 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 4082 members 
Mstep: Class 27 contains 38370 members 
Mstep: Class 28 contains 40073 members 
Mstep: Class 29 contains 4864 members 
Mstep: Class 30 contains 8475 members 
Mstep: Class 31 contains 20008 members 
Entering Unmasked Estep 
Score: -156056752.000000 Penalty: 108497.656250
Splitting cluster 20 changes total score from -156056704.000000 to -156056752.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (7702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Entering Unmasked Estep 
Score: -898784.625000 Penalty: 2219.410156
	Iteration 0F: 2 clusters Score -898784.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -892652.562500 Penalty: 4438.820312
	Iteration 0F: 3 clusters Score -892652.6 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -894340.125000 Penalty: 4438.820312
	Iteration 1F: 3 clusters Score -894340.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -894649.375000 Penalty: 4438.820312
	Iteration 2F: 3 clusters Score -894649.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -894881.125000 Penalty: 4438.820312
	Iteration 3F: 3 clusters Score -894881.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -895062.500000 Penalty: 4438.820312
	Iteration 4Q: 3 clusters Score -895062.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -895216.812500 Penalty: 4438.820312
	Iteration 5Q: 3 clusters Score -895216.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -895352.875000 Penalty: 4438.820312
	Iteration 6Q: 3 clusters Score -895352.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -895477.562500 Penalty: 4438.820312
	Iteration 7Q: 3 clusters Score -895477.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -895586.062500 Penalty: 4438.820312
	Iteration 8Q: 3 clusters Score -895586.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -895696.937500 Penalty: 4438.820312
	Iteration 9Q: 3 clusters Score -895696.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -895812.812500 Penalty: 4438.820312
	Iteration 10Q: 3 clusters Score -895812.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -895945.312500 Penalty: 4438.820312
	Iteration 11Q: 3 clusters Score -895945.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -896061.000000 Penalty: 4438.820312
	Iteration 12Q: 3 clusters Score -896061 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -896178.562500 Penalty: 4438.820312
	Iteration 13Q: 3 clusters Score -896178.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -896302.937500 Penalty: 4438.820312
	Iteration 14Q: 3 clusters Score -896302.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -896418.500000 Penalty: 4438.820312
	Iteration 15Q: 3 clusters Score -896418.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -896543.187500 Penalty: 4438.820312
	Iteration 16Q: 3 clusters Score -896543.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -896682.812500 Penalty: 4438.820312
	Iteration 17Q: 3 clusters Score -896682.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -896822.625000 Penalty: 4438.820312
	Iteration 18Q: 3 clusters Score -896822.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -896927.812500 Penalty: 4438.820312
	Iteration 19Q: 3 clusters Score -896927.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -896994.750000 Penalty: 4438.820312
	Iteration 20F: 3 clusters Score -896994.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -897037.875000 Penalty: 4438.820312
	Iteration 21Q: 3 clusters Score -897037.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -897058.250000 Penalty: 4438.820312
	Iteration 22Q: 3 clusters Score -897058.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -897072.687500 Penalty: 4438.820312
	Iteration 23Q: 3 clusters Score -897072.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -897079.125000 Penalty: 4438.820312
	Iteration 24Q: 3 clusters Score -897079.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -897085.750000 Penalty: 4438.820312
	Iteration 25Q: 3 clusters Score -897085.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -897088.750000 Penalty: 4438.820312
	Iteration 26Q: 3 clusters Score -897088.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -897090.250000 Penalty: 4438.820312
	Iteration 27Q: 3 clusters Score -897090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -897090.000000 Penalty: 4438.820312
	Iteration 28Q: 3 clusters Score -897090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -897094.125000 Penalty: 4438.820312
	Iteration 29Q: 3 clusters Score -897094.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -897096.062500 Penalty: 4438.820312
	Iteration 30Q: 3 clusters Score -897096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -897098.562500 Penalty: 4438.820312
	Iteration 31Q: 3 clusters Score -897098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -897102.500000 Penalty: 4438.820312
	Iteration 32Q: 3 clusters Score -897102.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -897101.687500 Penalty: 4438.820312
	Iteration 33Q: 3 clusters Score -897101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -897100.187500 Penalty: 4438.820312
	Iteration 34Q: 3 clusters Score -897100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -897101.750000 Penalty: 4438.820312
	Iteration 35Q: 3 clusters Score -897101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -897103.562500 Penalty: 4438.820312
	Iteration 36Q: 3 clusters Score -897103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -897105.750000 Penalty: 4438.820312
	Iteration 37Q: 3 clusters Score -897105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -897106.125000 Penalty: 4438.820312
	Iteration 38Q: 3 clusters Score -897106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -897106.875000 Penalty: 4438.820312
	Iteration 39Q: 3 clusters Score -897106.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -897105.937500 Penalty: 4438.820312
	Iteration 40F: 3 clusters Score -897105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -897106.625000 Penalty: 4438.820312
	Iteration 41Q: 3 clusters Score -897106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -897105.812500 Penalty: 4438.820312
	Iteration 42Q: 3 clusters Score -897105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -897105.812500 Penalty: 4438.820312
	Iteration 43F: 3 clusters Score -897105.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Entering Unmasked Estep 
Score: -3315766.250000 Penalty: 2533.848145
	Iteration 0F: 2 clusters Score -3315766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3296835.250000 Penalty: 5067.696289
	Iteration 0F: 3 clusters Score -3296835 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3303407.500000 Penalty: 5067.696289
	Iteration 1F: 3 clusters Score -3303408 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3303772.000000 Penalty: 5067.696289
	Iteration 2Q: 3 clusters Score -3303772 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3304177.750000 Penalty: 5067.696289
	Iteration 3Q: 3 clusters Score -3304178 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3304700.750000 Penalty: 5067.696289
	Iteration 4Q: 3 clusters Score -3304701 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -3305476.000000 Penalty: 5067.696289
	Iteration 5F: 3 clusters Score -3305476 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3306700.750000 Penalty: 5067.696289
	Iteration 6F: 3 clusters Score -3306701 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3308478.250000 Penalty: 5067.696289
	Iteration 7F: 3 clusters Score -3308478 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3310480.250000 Penalty: 5067.696289
	Iteration 8F: 3 clusters Score -3310480 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -3312011.750000 Penalty: 5067.696289
	Iteration 9F: 3 clusters Score -3312012 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3312766.750000 Penalty: 5067.696289
	Iteration 10Q: 3 clusters Score -3312767 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -3313136.000000 Penalty: 5067.696289
	Iteration 11Q: 3 clusters Score -3313136 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3313299.250000 Penalty: 5067.696289
	Iteration 12Q: 3 clusters Score -3313299 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3313400.000000 Penalty: 5067.696289
	Iteration 13Q: 3 clusters Score -3313400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -3313449.500000 Penalty: 5067.696289
	Iteration 14Q: 3 clusters Score -3313450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3313474.000000 Penalty: 5067.696289
	Iteration 15Q: 3 clusters Score -3313474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -3313490.250000 Penalty: 5067.696289
	Iteration 16Q: 3 clusters Score -3313490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3313507.000000 Penalty: 5067.696289
	Iteration 17Q: 3 clusters Score -3313507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3313515.750000 Penalty: 5067.696289
	Iteration 18Q: 3 clusters Score -3313516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3313520.250000 Penalty: 5067.696289
	Iteration 19Q: 3 clusters Score -3313520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3313523.000000 Penalty: 5067.696289
	Iteration 20F: 3 clusters Score -3313523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3313527.500000 Penalty: 5067.696289
	Iteration 21Q: 3 clusters Score -3313528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3313529.000000 Penalty: 5067.696289
	Iteration 22Q: 3 clusters Score -3313529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3313529.000000 Penalty: 5067.696289
	Iteration 23F: 3 clusters Score -3313529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Entering Unmasked Estep 
Score: -1406525.125000 Penalty: 2329.689941
	Iteration 0F: 2 clusters Score -1406525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1397648.500000 Penalty: 4659.379883
	Iteration 0F: 3 clusters Score -1397648 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1400236.000000 Penalty: 4659.379883
	Iteration 1F: 3 clusters Score -1400236 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1400497.625000 Penalty: 4659.379883
	Iteration 2F: 3 clusters Score -1400498 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1400676.875000 Penalty: 4659.379883
	Iteration 3Q: 3 clusters Score -1400677 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1400811.250000 Penalty: 4659.379883
	Iteration 4Q: 3 clusters Score -1400811 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1400941.125000 Penalty: 4659.379883
	Iteration 5Q: 3 clusters Score -1400941 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1401068.625000 Penalty: 4659.379883
	Iteration 6Q: 3 clusters Score -1401069 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1401181.000000 Penalty: 4659.379883
	Iteration 7Q: 3 clusters Score -1401181 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1401283.250000 Penalty: 4659.379883
	Iteration 8Q: 3 clusters Score -1401283 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1401370.625000 Penalty: 4659.379883
	Iteration 9Q: 3 clusters Score -1401371 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1401449.125000 Penalty: 4659.379883
	Iteration 10Q: 3 clusters Score -1401449 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1401517.000000 Penalty: 4659.379883
	Iteration 11Q: 3 clusters Score -1401517 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1401602.625000 Penalty: 4659.379883
	Iteration 12Q: 3 clusters Score -1401603 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1401691.750000 Penalty: 4659.379883
	Iteration 13Q: 3 clusters Score -1401692 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1401793.250000 Penalty: 4659.379883
	Iteration 14Q: 3 clusters Score -1401793 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1401904.875000 Penalty: 4659.379883
	Iteration 15Q: 3 clusters Score -1401905 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1402042.500000 Penalty: 4659.379883
	Iteration 16Q: 3 clusters Score -1402042 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1402190.500000 Penalty: 4659.379883
	Iteration 17Q: 3 clusters Score -1402190 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1402370.250000 Penalty: 4659.379883
	Iteration 18Q: 3 clusters Score -1402370 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1402609.125000 Penalty: 4659.379883
	Iteration 19Q: 3 clusters Score -1402609 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1402892.000000 Penalty: 4659.379883
	Iteration 20F: 3 clusters Score -1402892 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1403225.750000 Penalty: 4659.379883
	Iteration 21Q: 3 clusters Score -1403226 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1403548.250000 Penalty: 4659.379883
	Iteration 22Q: 3 clusters Score -1403548 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1403811.375000 Penalty: 4659.379883
	Iteration 23Q: 3 clusters Score -1403811 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1404043.125000 Penalty: 4659.379883
	Iteration 24Q: 3 clusters Score -1404043 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1404218.750000 Penalty: 4659.379883
	Iteration 25Q: 3 clusters Score -1404219 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1404337.625000 Penalty: 4659.379883
	Iteration 26Q: 3 clusters Score -1404338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1404428.125000 Penalty: 4659.379883
	Iteration 27Q: 3 clusters Score -1404428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1404480.875000 Penalty: 4659.379883
	Iteration 28Q: 3 clusters Score -1404481 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1404517.000000 Penalty: 4659.379883
	Iteration 29Q: 3 clusters Score -1404517 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1404551.250000 Penalty: 4659.379883
	Iteration 30Q: 3 clusters Score -1404551 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1404578.375000 Penalty: 4659.379883
	Iteration 31Q: 3 clusters Score -1404578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1404599.250000 Penalty: 4659.379883
	Iteration 32Q: 3 clusters Score -1404599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1404613.000000 Penalty: 4659.379883
	Iteration 33Q: 3 clusters Score -1404613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1404618.500000 Penalty: 4659.379883
	Iteration 34Q: 3 clusters Score -1404618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1404624.625000 Penalty: 4659.379883
	Iteration 35Q: 3 clusters Score -1404625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1404632.250000 Penalty: 4659.379883
	Iteration 36Q: 3 clusters Score -1404632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1404634.000000 Penalty: 4659.379883
	Iteration 37Q: 3 clusters Score -1404634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1404639.500000 Penalty: 4659.379883
	Iteration 38Q: 3 clusters Score -1404640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1404649.750000 Penalty: 4659.379883
	Iteration 39Q: 3 clusters Score -1404650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1404663.875000 Penalty: 4659.379883
	Iteration 40F: 3 clusters Score -1404664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1404676.750000 Penalty: 4659.379883
	Iteration 41Q: 3 clusters Score -1404677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1404684.375000 Penalty: 4659.379883
	Iteration 42Q: 3 clusters Score -1404684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1404691.500000 Penalty: 4659.379883
	Iteration 43Q: 3 clusters Score -1404692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1404693.375000 Penalty: 4659.379883
	Iteration 44Q: 3 clusters Score -1404693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1404694.250000 Penalty: 4659.379883
	Iteration 45Q: 3 clusters Score -1404694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1404702.375000 Penalty: 4659.379883
	Iteration 46Q: 3 clusters Score -1404702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1404701.250000 Penalty: 4659.379883
	Iteration 47Q: 3 clusters Score -1404701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1404703.375000 Penalty: 4659.379883
	Iteration 48Q: 3 clusters Score -1404703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1404705.375000 Penalty: 4659.379883
	Iteration 49Q: 3 clusters Score -1404705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1404705.125000 Penalty: 4659.379883
	Iteration 50Q: 3 clusters Score -1404705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1404706.000000 Penalty: 4659.379883
	Iteration 51Q: 3 clusters Score -1404706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1404707.250000 Penalty: 4659.379883
	Iteration 52Q: 3 clusters Score -1404707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1404708.250000 Penalty: 4659.379883
	Iteration 53Q: 3 clusters Score -1404708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1404710.250000 Penalty: 4659.379883
	Iteration 54Q: 3 clusters Score -1404710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1404710.500000 Penalty: 4659.379883
	Iteration 55Q: 3 clusters Score -1404710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1404712.375000 Penalty: 4659.379883
	Iteration 56Q: 3 clusters Score -1404712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1404713.875000 Penalty: 4659.379883
	Iteration 57Q: 3 clusters Score -1404714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1404713.375000 Penalty: 4659.379883
	Iteration 58Q: 3 clusters Score -1404713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1404714.250000 Penalty: 4659.379883
	Iteration 59Q: 3 clusters Score -1404714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1404717.500000 Penalty: 4659.379883
	Iteration 60F: 3 clusters Score -1404718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1404717.250000 Penalty: 4659.379883
	Iteration 61Q: 3 clusters Score -1404717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1404716.625000 Penalty: 4659.379883
	Iteration 62Q: 3 clusters Score -1404717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1404717.250000 Penalty: 4659.379883
	Iteration 63Q: 3 clusters Score -1404717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1404718.875000 Penalty: 4659.379883
	Iteration 64Q: 3 clusters Score -1404719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1404718.625000 Penalty: 4659.379883
	Iteration 65Q: 3 clusters Score -1404719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1404718.625000 Penalty: 4659.379883
	Iteration 66F: 3 clusters Score -1404719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Entering Unmasked Estep 
Score: -1916550.875000 Penalty: 2403.545654
	Iteration 0F: 2 clusters Score -1916551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1905001.750000 Penalty: 4807.091309
	Iteration 0F: 3 clusters Score -1905002 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1908937.625000 Penalty: 4807.091309
	Iteration 1F: 3 clusters Score -1908938 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1909445.000000 Penalty: 4807.091309
	Iteration 2F: 3 clusters Score -1909445 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1909904.750000 Penalty: 4807.091309
	Iteration 3F: 3 clusters Score -1909905 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1910333.500000 Penalty: 4807.091309
	Iteration 4F: 3 clusters Score -1910334 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1910816.375000 Penalty: 4807.091309
	Iteration 5F: 3 clusters Score -1910816 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1911378.250000 Penalty: 4807.091309
	Iteration 6F: 3 clusters Score -1911378 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1911928.625000 Penalty: 4807.091309
	Iteration 7F: 3 clusters Score -1911929 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1912506.500000 Penalty: 4807.091309
	Iteration 8F: 3 clusters Score -1912506 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1913033.125000 Penalty: 4807.091309
	Iteration 9Q: 3 clusters Score -1913033 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1913425.875000 Penalty: 4807.091309
	Iteration 10Q: 3 clusters Score -1913426 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1913678.625000 Penalty: 4807.091309
	Iteration 11Q: 3 clusters Score -1913679 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1913853.875000 Penalty: 4807.091309
	Iteration 12Q: 3 clusters Score -1913854 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1913966.250000 Penalty: 4807.091309
	Iteration 13Q: 3 clusters Score -1913966 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1914033.875000 Penalty: 4807.091309
	Iteration 14Q: 3 clusters Score -1914034 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1914109.125000 Penalty: 4807.091309
	Iteration 15Q: 3 clusters Score -1914109 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1914176.875000 Penalty: 4807.091309
	Iteration 16Q: 3 clusters Score -1914177 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1914219.500000 Penalty: 4807.091309
	Iteration 17Q: 3 clusters Score -1914220 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1914258.250000 Penalty: 4807.091309
	Iteration 18Q: 3 clusters Score -1914258 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1914295.625000 Penalty: 4807.091309
	Iteration 19Q: 3 clusters Score -1914296 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1914336.750000 Penalty: 4807.091309
	Iteration 20F: 3 clusters Score -1914337 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1914378.375000 Penalty: 4807.091309
	Iteration 21Q: 3 clusters Score -1914378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1914405.750000 Penalty: 4807.091309
	Iteration 22Q: 3 clusters Score -1914406 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1914429.625000 Penalty: 4807.091309
	Iteration 23Q: 3 clusters Score -1914430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1914447.250000 Penalty: 4807.091309
	Iteration 24Q: 3 clusters Score -1914447 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1914455.500000 Penalty: 4807.091309
	Iteration 25Q: 3 clusters Score -1914456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1914476.125000 Penalty: 4807.091309
	Iteration 26Q: 3 clusters Score -1914476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1914485.875000 Penalty: 4807.091309
	Iteration 27Q: 3 clusters Score -1914486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1914501.875000 Penalty: 4807.091309
	Iteration 28Q: 3 clusters Score -1914502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1914512.000000 Penalty: 4807.091309
	Iteration 29Q: 3 clusters Score -1914512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1914527.875000 Penalty: 4807.091309
	Iteration 30Q: 3 clusters Score -1914528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1914537.500000 Penalty: 4807.091309
	Iteration 31Q: 3 clusters Score -1914538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1914552.625000 Penalty: 4807.091309
	Iteration 32Q: 3 clusters Score -1914553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1914570.250000 Penalty: 4807.091309
	Iteration 33Q: 3 clusters Score -1914570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1914582.500000 Penalty: 4807.091309
	Iteration 34Q: 3 clusters Score -1914582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1914590.500000 Penalty: 4807.091309
	Iteration 35Q: 3 clusters Score -1914590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1914597.000000 Penalty: 4807.091309
	Iteration 36Q: 3 clusters Score -1914597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1914609.125000 Penalty: 4807.091309
	Iteration 37Q: 3 clusters Score -1914609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1914613.625000 Penalty: 4807.091309
	Iteration 38Q: 3 clusters Score -1914614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1914622.500000 Penalty: 4807.091309
	Iteration 39Q: 3 clusters Score -1914622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1914627.625000 Penalty: 4807.091309
	Iteration 40F: 3 clusters Score -1914628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1914635.625000 Penalty: 4807.091309
	Iteration 41Q: 3 clusters Score -1914636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1914636.750000 Penalty: 4807.091309
	Iteration 42Q: 3 clusters Score -1914637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1914645.750000 Penalty: 4807.091309
	Iteration 43Q: 3 clusters Score -1914646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1914653.000000 Penalty: 4807.091309
	Iteration 44Q: 3 clusters Score -1914653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1914652.000000 Penalty: 4807.091309
	Iteration 45Q: 3 clusters Score -1914652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1914661.000000 Penalty: 4807.091309
	Iteration 46Q: 3 clusters Score -1914661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1914665.125000 Penalty: 4807.091309
	Iteration 47Q: 3 clusters Score -1914665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1914670.750000 Penalty: 4807.091309
	Iteration 48Q: 3 clusters Score -1914671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1914675.750000 Penalty: 4807.091309
	Iteration 49Q: 3 clusters Score -1914676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1914679.750000 Penalty: 4807.091309
	Iteration 50Q: 3 clusters Score -1914680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1914681.625000 Penalty: 4807.091309
	Iteration 51Q: 3 clusters Score -1914682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1914684.250000 Penalty: 4807.091309
	Iteration 52Q: 3 clusters Score -1914684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1914685.625000 Penalty: 4807.091309
	Iteration 53Q: 3 clusters Score -1914686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1914693.250000 Penalty: 4807.091309
	Iteration 54Q: 3 clusters Score -1914693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1914695.750000 Penalty: 4807.091309
	Iteration 55Q: 3 clusters Score -1914696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1914700.750000 Penalty: 4807.091309
	Iteration 56Q: 3 clusters Score -1914701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1914704.250000 Penalty: 4807.091309
	Iteration 57Q: 3 clusters Score -1914704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1914707.875000 Penalty: 4807.091309
	Iteration 58Q: 3 clusters Score -1914708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1914712.000000 Penalty: 4807.091309
	Iteration 59Q: 3 clusters Score -1914712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1914717.500000 Penalty: 4807.091309
	Iteration 60F: 3 clusters Score -1914718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1914725.000000 Penalty: 4807.091309
	Iteration 61Q: 3 clusters Score -1914725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1914728.250000 Penalty: 4807.091309
	Iteration 62Q: 3 clusters Score -1914728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1914729.750000 Penalty: 4807.091309
	Iteration 63Q: 3 clusters Score -1914730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1914731.000000 Penalty: 4807.091309
	Iteration 64Q: 3 clusters Score -1914731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1914732.750000 Penalty: 4807.091309
	Iteration 65Q: 3 clusters Score -1914733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1914734.375000 Penalty: 4807.091309
	Iteration 66Q: 3 clusters Score -1914734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1914740.750000 Penalty: 4807.091309
	Iteration 67Q: 3 clusters Score -1914741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1914742.500000 Penalty: 4807.091309
	Iteration 68Q: 3 clusters Score -1914742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1914750.250000 Penalty: 4807.091309
	Iteration 69Q: 3 clusters Score -1914750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1914751.250000 Penalty: 4807.091309
	Iteration 70Q: 3 clusters Score -1914751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1914752.875000 Penalty: 4807.091309
	Iteration 71Q: 3 clusters Score -1914753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1914756.500000 Penalty: 4807.091309
	Iteration 72Q: 3 clusters Score -1914756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1914758.750000 Penalty: 4807.091309
	Iteration 73Q: 3 clusters Score -1914759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1914758.750000 Penalty: 4807.091309
	Iteration 74Q: 3 clusters Score -1914759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1914758.375000 Penalty: 4807.091309
	Iteration 75Q: 3 clusters Score -1914758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1914757.500000 Penalty: 4807.091309
	Iteration 76Q: 3 clusters Score -1914758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1914758.250000 Penalty: 4807.091309
	Iteration 77Q: 3 clusters Score -1914758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1914758.250000 Penalty: 4807.091309
	Iteration 78F: 3 clusters Score -1914758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -371677.375000 Penalty: 2011.460327
	Iteration 0F: 2 clusters Score -371677.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -368249.562500 Penalty: 4022.920654
	Iteration 0F: 3 clusters Score -368249.6 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -369133.843750 Penalty: 4022.920654
	Iteration 1F: 3 clusters Score -369133.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -369453.750000 Penalty: 4022.920654
	Iteration 2F: 3 clusters Score -369453.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -369734.406250 Penalty: 4022.920654
	Iteration 3F: 3 clusters Score -369734.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -369975.781250 Penalty: 4022.920654
	Iteration 4F: 3 clusters Score -369975.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -370195.437500 Penalty: 4022.920654
	Iteration 5F: 3 clusters Score -370195.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -370380.281250 Penalty: 4022.920654
	Iteration 6Q: 3 clusters Score -370380.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -370521.000000 Penalty: 4022.920654
	Iteration 7Q: 3 clusters Score -370521 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -370598.593750 Penalty: 4022.920654
	Iteration 8Q: 3 clusters Score -370598.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -370665.312500 Penalty: 4022.920654
	Iteration 9Q: 3 clusters Score -370665.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -370710.781250 Penalty: 4022.920654
	Iteration 10Q: 3 clusters Score -370710.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -370761.937500 Penalty: 4022.920654
	Iteration 11Q: 3 clusters Score -370761.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -370812.437500 Penalty: 4022.920654
	Iteration 12Q: 3 clusters Score -370812.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -370861.781250 Penalty: 4022.920654
	Iteration 13Q: 3 clusters Score -370861.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -370897.156250 Penalty: 4022.920654
	Iteration 14Q: 3 clusters Score -370897.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -370915.312500 Penalty: 4022.920654
	Iteration 15Q: 3 clusters Score -370915.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -370928.968750 Penalty: 4022.920654
	Iteration 16Q: 3 clusters Score -370929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -370938.562500 Penalty: 4022.920654
	Iteration 17Q: 3 clusters Score -370938.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -370946.250000 Penalty: 4022.920654
	Iteration 18Q: 3 clusters Score -370946.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -370952.375000 Penalty: 4022.920654
	Iteration 19Q: 3 clusters Score -370952.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -370956.625000 Penalty: 4022.920654
	Iteration 20F: 3 clusters Score -370956.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -370958.843750 Penalty: 4022.920654
	Iteration 21Q: 3 clusters Score -370958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -370962.500000 Penalty: 4022.920654
	Iteration 22Q: 3 clusters Score -370962.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -370968.062500 Penalty: 4022.920654
	Iteration 23Q: 3 clusters Score -370968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -370971.812500 Penalty: 4022.920654
	Iteration 24Q: 3 clusters Score -370971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -370973.125000 Penalty: 4022.920654
	Iteration 25Q: 3 clusters Score -370973.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -370975.812500 Penalty: 4022.920654
	Iteration 26Q: 3 clusters Score -370975.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -370977.781250 Penalty: 4022.920654
	Iteration 27Q: 3 clusters Score -370977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -370980.093750 Penalty: 4022.920654
	Iteration 28Q: 3 clusters Score -370980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -370981.000000 Penalty: 4022.920654
	Iteration 29Q: 3 clusters Score -370981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -370981.250000 Penalty: 4022.920654
	Iteration 30Q: 3 clusters Score -370981.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -370981.250000 Penalty: 4022.920654
	Iteration 31F: 3 clusters Score -370981.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Entering Unmasked Estep 
Score: -471997.156250 Penalty: 2061.957031
	Iteration 0F: 2 clusters Score -471997.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -468067.593750 Penalty: 4123.914062
	Iteration 0F: 3 clusters Score -468067.6 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -468978.000000 Penalty: 4123.914062
	Iteration 1F: 3 clusters Score -468978 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -469175.781250 Penalty: 4123.914062
	Iteration 2F: 3 clusters Score -469175.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -469293.125000 Penalty: 4123.914062
	Iteration 3Q: 3 clusters Score -469293.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -469358.687500 Penalty: 4123.914062
	Iteration 4Q: 3 clusters Score -469358.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -469417.656250 Penalty: 4123.914062
	Iteration 5Q: 3 clusters Score -469417.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -469474.281250 Penalty: 4123.914062
	Iteration 6Q: 3 clusters Score -469474.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -469530.875000 Penalty: 4123.914062
	Iteration 7Q: 3 clusters Score -469530.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -469589.656250 Penalty: 4123.914062
	Iteration 8Q: 3 clusters Score -469589.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -469637.468750 Penalty: 4123.914062
	Iteration 9Q: 3 clusters Score -469637.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -469677.250000 Penalty: 4123.914062
	Iteration 10Q: 3 clusters Score -469677.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -469710.437500 Penalty: 4123.914062
	Iteration 11Q: 3 clusters Score -469710.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -469741.875000 Penalty: 4123.914062
	Iteration 12Q: 3 clusters Score -469741.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -469767.375000 Penalty: 4123.914062
	Iteration 13Q: 3 clusters Score -469767.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -469793.125000 Penalty: 4123.914062
	Iteration 14Q: 3 clusters Score -469793.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -469818.562500 Penalty: 4123.914062
	Iteration 15Q: 3 clusters Score -469818.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -469836.656250 Penalty: 4123.914062
	Iteration 16Q: 3 clusters Score -469836.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -469851.187500 Penalty: 4123.914062
	Iteration 17Q: 3 clusters Score -469851.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -469870.062500 Penalty: 4123.914062
	Iteration 18Q: 3 clusters Score -469870.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -469882.437500 Penalty: 4123.914062
	Iteration 19Q: 3 clusters Score -469882.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -469898.968750 Penalty: 4123.914062
	Iteration 20F: 3 clusters Score -469899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -469913.312500 Penalty: 4123.914062
	Iteration 21Q: 3 clusters Score -469913.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -469924.312500 Penalty: 4123.914062
	Iteration 22Q: 3 clusters Score -469924.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -469932.562500 Penalty: 4123.914062
	Iteration 23Q: 3 clusters Score -469932.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -469942.343750 Penalty: 4123.914062
	Iteration 24Q: 3 clusters Score -469942.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -469949.250000 Penalty: 4123.914062
	Iteration 25Q: 3 clusters Score -469949.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -469957.375000 Penalty: 4123.914062
	Iteration 26Q: 3 clusters Score -469957.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -469960.906250 Penalty: 4123.914062
	Iteration 27Q: 3 clusters Score -469960.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -469967.156250 Penalty: 4123.914062
	Iteration 28Q: 3 clusters Score -469967.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -469974.406250 Penalty: 4123.914062
	Iteration 29Q: 3 clusters Score -469974.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -469983.406250 Penalty: 4123.914062
	Iteration 30Q: 3 clusters Score -469983.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -469993.187500 Penalty: 4123.914062
	Iteration 31Q: 3 clusters Score -469993.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -470001.218750 Penalty: 4123.914062
	Iteration 32Q: 3 clusters Score -470001.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -470005.375000 Penalty: 4123.914062
	Iteration 33Q: 3 clusters Score -470005.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -470011.718750 Penalty: 4123.914062
	Iteration 34Q: 3 clusters Score -470011.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -470017.218750 Penalty: 4123.914062
	Iteration 35Q: 3 clusters Score -470017.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -470022.500000 Penalty: 4123.914062
	Iteration 36Q: 3 clusters Score -470022.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -470026.468750 Penalty: 4123.914062
	Iteration 37Q: 3 clusters Score -470026.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -470030.625000 Penalty: 4123.914062
	Iteration 38Q: 3 clusters Score -470030.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -470034.781250 Penalty: 4123.914062
	Iteration 39Q: 3 clusters Score -470034.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -470037.843750 Penalty: 4123.914062
	Iteration 40F: 3 clusters Score -470037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -470038.156250 Penalty: 4123.914062
	Iteration 41Q: 3 clusters Score -470038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -470038.406250 Penalty: 4123.914062
	Iteration 42Q: 3 clusters Score -470038.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -470038.937500 Penalty: 4123.914062
	Iteration 43Q: 3 clusters Score -470038.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -470038.937500 Penalty: 4123.914062
	Iteration 44F: 3 clusters Score -470038.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (38370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Entering Unmasked Estep 
Score: -4607868.500000 Penalty: 2617.647705
	Iteration 0F: 2 clusters Score -4607868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4581859.500000 Penalty: 5235.295410
	Iteration 0F: 3 clusters Score -4581860 nChanged 17580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -4591520.000000 Penalty: 5235.295410
	Iteration 1F: 3 clusters Score -4591520 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -4591944.000000 Penalty: 5235.295410
	Iteration 2Q: 3 clusters Score -4591944 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -4592322.500000 Penalty: 5235.295410
	Iteration 3Q: 3 clusters Score -4592322 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -4592658.500000 Penalty: 5235.295410
	Iteration 4Q: 3 clusters Score -4592658 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -4592982.500000 Penalty: 5235.295410
	Iteration 5Q: 3 clusters Score -4592982 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -4593312.000000 Penalty: 5235.295410
	Iteration 6Q: 3 clusters Score -4593312 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -4593624.000000 Penalty: 5235.295410
	Iteration 7Q: 3 clusters Score -4593624 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -4593984.500000 Penalty: 5235.295410
	Iteration 8Q: 3 clusters Score -4593984 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4594436.500000 Penalty: 5235.295410
	Iteration 9Q: 3 clusters Score -4594436 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4595077.000000 Penalty: 5235.295410
	Iteration 10Q: 3 clusters Score -4595077 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -4596066.000000 Penalty: 5235.295410
	Iteration 11Q: 3 clusters Score -4596066 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -4597448.500000 Penalty: 5235.295410
	Iteration 12F: 3 clusters Score -4597448 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4599091.500000 Penalty: 5235.295410
	Iteration 13F: 3 clusters Score -4599092 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -4600527.000000 Penalty: 5235.295410
	Iteration 14F: 3 clusters Score -4600527 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -4601574.500000 Penalty: 5235.295410
	Iteration 15Q: 3 clusters Score -4601574 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -4602162.000000 Penalty: 5235.295410
	Iteration 16Q: 3 clusters Score -4602162 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -4602556.000000 Penalty: 5235.295410
	Iteration 17Q: 3 clusters Score -4602556 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -4602873.500000 Penalty: 5235.295410
	Iteration 18Q: 3 clusters Score -4602874 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -4603154.500000 Penalty: 5235.295410
	Iteration 19Q: 3 clusters Score -4603154 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -4603434.000000 Penalty: 5235.295410
	Iteration 20F: 3 clusters Score -4603434 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -4603670.500000 Penalty: 5235.295410
	Iteration 21Q: 3 clusters Score -4603670 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -4603877.500000 Penalty: 5235.295410
	Iteration 22Q: 3 clusters Score -4603878 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -4604051.000000 Penalty: 5235.295410
	Iteration 23Q: 3 clusters Score -4604051 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -4604195.500000 Penalty: 5235.295410
	Iteration 24Q: 3 clusters Score -4604196 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -4604319.000000 Penalty: 5235.295410
	Iteration 25Q: 3 clusters Score -4604319 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -4604425.000000 Penalty: 5235.295410
	Iteration 26Q: 3 clusters Score -4604425 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -4604512.000000 Penalty: 5235.295410
	Iteration 27Q: 3 clusters Score -4604512 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -4604593.000000 Penalty: 5235.295410
	Iteration 28Q: 3 clusters Score -4604593 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4604704.000000 Penalty: 5235.295410
	Iteration 29Q: 3 clusters Score -4604704 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -4604798.000000 Penalty: 5235.295410
	Iteration 30Q: 3 clusters Score -4604798 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -4604886.500000 Penalty: 5235.295410
	Iteration 31Q: 3 clusters Score -4604886 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -4604956.000000 Penalty: 5235.295410
	Iteration 32Q: 3 clusters Score -4604956 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -4605033.000000 Penalty: 5235.295410
	Iteration 33Q: 3 clusters Score -4605033 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4605081.000000 Penalty: 5235.295410
	Iteration 34Q: 3 clusters Score -4605081 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -4605133.500000 Penalty: 5235.295410
	Iteration 35Q: 3 clusters Score -4605134 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -4605178.500000 Penalty: 5235.295410
	Iteration 36Q: 3 clusters Score -4605178 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -4605218.500000 Penalty: 5235.295410
	Iteration 37Q: 3 clusters Score -4605218 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4605254.000000 Penalty: 5235.295410
	Iteration 38Q: 3 clusters Score -4605254 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -4605311.000000 Penalty: 5235.295410
	Iteration 39Q: 3 clusters Score -4605311 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4605361.000000 Penalty: 5235.295410
	Iteration 40F: 3 clusters Score -4605361 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -4605389.500000 Penalty: 5235.295410
	Iteration 41Q: 3 clusters Score -4605390 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -4605409.000000 Penalty: 5235.295410
	Iteration 42Q: 3 clusters Score -4605409 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4605421.500000 Penalty: 5235.295410
	Iteration 43Q: 3 clusters Score -4605422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -4605445.500000 Penalty: 5235.295410
	Iteration 44Q: 3 clusters Score -4605446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -4605458.500000 Penalty: 5235.295410
	Iteration 45Q: 3 clusters Score -4605458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -4605483.000000 Penalty: 5235.295410
	Iteration 46Q: 3 clusters Score -4605483 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -4605508.000000 Penalty: 5235.295410
	Iteration 47Q: 3 clusters Score -4605508 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -4605525.500000 Penalty: 5235.295410
	Iteration 48Q: 3 clusters Score -4605526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -4605543.500000 Penalty: 5235.295410
	Iteration 49Q: 3 clusters Score -4605544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4605561.000000 Penalty: 5235.295410
	Iteration 50Q: 3 clusters Score -4605561 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4605581.500000 Penalty: 5235.295410
	Iteration 51Q: 3 clusters Score -4605582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -4605602.500000 Penalty: 5235.295410
	Iteration 52Q: 3 clusters Score -4605602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -4605614.500000 Penalty: 5235.295410
	Iteration 53Q: 3 clusters Score -4605614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4605636.000000 Penalty: 5235.295410
	Iteration 54Q: 3 clusters Score -4605636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -4605642.500000 Penalty: 5235.295410
	Iteration 55Q: 3 clusters Score -4605642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4605672.000000 Penalty: 5235.295410
	Iteration 56Q: 3 clusters Score -4605672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -4605669.500000 Penalty: 5235.295410
	Iteration 57Q: 3 clusters Score -4605670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -4605682.500000 Penalty: 5235.295410
	Iteration 58Q: 3 clusters Score -4605682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -4605691.000000 Penalty: 5235.295410
	Iteration 59Q: 3 clusters Score -4605691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -4605699.500000 Penalty: 5235.295410
	Iteration 60F: 3 clusters Score -4605700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -4605697.000000 Penalty: 5235.295410
	Iteration 61Q: 3 clusters Score -4605697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -4605705.500000 Penalty: 5235.295410
	Iteration 62Q: 3 clusters Score -4605706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -4605711.000000 Penalty: 5235.295410
	Iteration 63Q: 3 clusters Score -4605711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -4605712.000000 Penalty: 5235.295410
	Iteration 64Q: 3 clusters Score -4605712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -4605721.000000 Penalty: 5235.295410
	Iteration 65Q: 3 clusters Score -4605721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -4605734.000000 Penalty: 5235.295410
	Iteration 66Q: 3 clusters Score -4605734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -4605743.000000 Penalty: 5235.295410
	Iteration 67Q: 3 clusters Score -4605743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -4605745.000000 Penalty: 5235.295410
	Iteration 68Q: 3 clusters Score -4605745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -4605754.000000 Penalty: 5235.295410
	Iteration 69Q: 3 clusters Score -4605754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -4605761.500000 Penalty: 5235.295410
	Iteration 70Q: 3 clusters Score -4605762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -4605764.000000 Penalty: 5235.295410
	Iteration 71Q: 3 clusters Score -4605764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -4605767.000000 Penalty: 5235.295410
	Iteration 72Q: 3 clusters Score -4605767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -4605768.500000 Penalty: 5235.295410
	Iteration 73Q: 3 clusters Score -4605768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -4605770.000000 Penalty: 5235.295410
	Iteration 74Q: 3 clusters Score -4605770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -4605775.500000 Penalty: 5235.295410
	Iteration 75Q: 3 clusters Score -4605776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -4605777.500000 Penalty: 5235.295410
	Iteration 76Q: 3 clusters Score -4605778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -4605779.000000 Penalty: 5235.295410
	Iteration 77Q: 3 clusters Score -4605779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -4605787.500000 Penalty: 5235.295410
	Iteration 78Q: 3 clusters Score -4605788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -4605796.500000 Penalty: 5235.295410
	Iteration 79Q: 3 clusters Score -4605796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -4605799.000000 Penalty: 5235.295410
	Iteration 80F: 3 clusters Score -4605799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -4605799.000000 Penalty: 5235.295410
	Iteration 81Q: 3 clusters Score -4605799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -4605810.500000 Penalty: 5235.295410
	Iteration 82Q: 3 clusters Score -4605810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -4605810.500000 Penalty: 5235.295410
	Iteration 83Q: 3 clusters Score -4605810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -4605812.000000 Penalty: 5235.295410
	Iteration 84Q: 3 clusters Score -4605812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -4605818.500000 Penalty: 5235.295410
	Iteration 85Q: 3 clusters Score -4605818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -4605822.000000 Penalty: 5235.295410
	Iteration 86Q: 3 clusters Score -4605822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -4605829.000000 Penalty: 5235.295410
	Iteration 87Q: 3 clusters Score -4605829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -4605829.500000 Penalty: 5235.295410
	Iteration 88Q: 3 clusters Score -4605830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -4605831.500000 Penalty: 5235.295410
	Iteration 89Q: 3 clusters Score -4605832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -4605829.000000 Penalty: 5235.295410
	Iteration 90Q: 3 clusters Score -4605829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4605829.500000 Penalty: 5235.295410
	Iteration 91Q: 3 clusters Score -4605830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -4605825.000000 Penalty: 5235.295410
	Iteration 92Q: 3 clusters Score -4605825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -4605834.500000 Penalty: 5235.295410
	Iteration 93Q: 3 clusters Score -4605834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -4605836.000000 Penalty: 5235.295410
	Iteration 94Q: 3 clusters Score -4605836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4605839.000000 Penalty: 5235.295410
	Iteration 95Q: 3 clusters Score -4605839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -4605839.500000 Penalty: 5235.295410
	Iteration 96Q: 3 clusters Score -4605840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -4605838.500000 Penalty: 5235.295410
	Iteration 97Q: 3 clusters Score -4605838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -4605841.000000 Penalty: 5235.295410
	Iteration 98Q: 3 clusters Score -4605841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -4605840.500000 Penalty: 5235.295410
	Iteration 99Q: 3 clusters Score -4605840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -4605840.500000 Penalty: 5235.295410
	Iteration 100F: 3 clusters Score -4605840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (40073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Entering Unmasked Estep 
Score: -4764354.500000 Penalty: 2628.417725
	Iteration 0F: 2 clusters Score -4764354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4737122.000000 Penalty: 5256.835449
	Iteration 0F: 3 clusters Score -4737122 nChanged 18404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -4747278.000000 Penalty: 5256.835449
	Iteration 1F: 3 clusters Score -4747278 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -4747717.000000 Penalty: 5256.835449
	Iteration 2Q: 3 clusters Score -4747717 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4748102.500000 Penalty: 5256.835449
	Iteration 3Q: 3 clusters Score -4748102 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4748479.500000 Penalty: 5256.835449
	Iteration 4Q: 3 clusters Score -4748480 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -4748956.500000 Penalty: 5256.835449
	Iteration 5Q: 3 clusters Score -4748956 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4749578.500000 Penalty: 5256.835449
	Iteration 6Q: 3 clusters Score -4749578 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -4750388.000000 Penalty: 5256.835449
	Iteration 7Q: 3 clusters Score -4750388 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -4751358.500000 Penalty: 5256.835449
	Iteration 8Q: 3 clusters Score -4751358 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -4752515.000000 Penalty: 5256.835449
	Iteration 9Q: 3 clusters Score -4752515 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -4753651.000000 Penalty: 5256.835449
	Iteration 10Q: 3 clusters Score -4753651 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -4754806.500000 Penalty: 5256.835449
	Iteration 11Q: 3 clusters Score -4754806 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -4755976.500000 Penalty: 5256.835449
	Iteration 12Q: 3 clusters Score -4755976 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4757093.500000 Penalty: 5256.835449
	Iteration 13Q: 3 clusters Score -4757094 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -4758133.500000 Penalty: 5256.835449
	Iteration 14Q: 3 clusters Score -4758134 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -4758945.500000 Penalty: 5256.835449
	Iteration 15Q: 3 clusters Score -4758946 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4759669.000000 Penalty: 5256.835449
	Iteration 16Q: 3 clusters Score -4759669 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -4760258.500000 Penalty: 5256.835449
	Iteration 17Q: 3 clusters Score -4760258 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -4760717.000000 Penalty: 5256.835449
	Iteration 18Q: 3 clusters Score -4760717 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -4761105.500000 Penalty: 5256.835449
	Iteration 19Q: 3 clusters Score -4761106 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -4761380.500000 Penalty: 5256.835449
	Iteration 20F: 3 clusters Score -4761380 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -4761606.500000 Penalty: 5256.835449
	Iteration 21Q: 3 clusters Score -4761606 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -4761754.000000 Penalty: 5256.835449
	Iteration 22Q: 3 clusters Score -4761754 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -4761836.000000 Penalty: 5256.835449
	Iteration 23Q: 3 clusters Score -4761836 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -4761911.500000 Penalty: 5256.835449
	Iteration 24Q: 3 clusters Score -4761912 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -4761975.000000 Penalty: 5256.835449
	Iteration 25Q: 3 clusters Score -4761975 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -4762031.500000 Penalty: 5256.835449
	Iteration 26Q: 3 clusters Score -4762032 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -4762065.000000 Penalty: 5256.835449
	Iteration 27Q: 3 clusters Score -4762065 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -4762085.000000 Penalty: 5256.835449
	Iteration 28Q: 3 clusters Score -4762085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -4762103.500000 Penalty: 5256.835449
	Iteration 29Q: 3 clusters Score -4762104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -4762119.500000 Penalty: 5256.835449
	Iteration 30Q: 3 clusters Score -4762120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -4762132.500000 Penalty: 5256.835449
	Iteration 31Q: 3 clusters Score -4762132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -4762135.000000 Penalty: 5256.835449
	Iteration 32Q: 3 clusters Score -4762135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -4762135.000000 Penalty: 5256.835449
	Iteration 33Q: 3 clusters Score -4762135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -4762145.000000 Penalty: 5256.835449
	Iteration 34Q: 3 clusters Score -4762145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -4762152.500000 Penalty: 5256.835449
	Iteration 35Q: 3 clusters Score -4762152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -4762160.500000 Penalty: 5256.835449
	Iteration 36Q: 3 clusters Score -4762160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -4762161.000000 Penalty: 5256.835449
	Iteration 37Q: 3 clusters Score -4762161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -4762162.000000 Penalty: 5256.835449
	Iteration 38Q: 3 clusters Score -4762162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -4762163.000000 Penalty: 5256.835449
	Iteration 39Q: 3 clusters Score -4762163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -4762170.500000 Penalty: 5256.835449
	Iteration 40F: 3 clusters Score -4762170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -4762178.000000 Penalty: 5256.835449
	Iteration 41Q: 3 clusters Score -4762178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -4762181.000000 Penalty: 5256.835449
	Iteration 42Q: 3 clusters Score -4762181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -4762182.500000 Penalty: 5256.835449
	Iteration 43Q: 3 clusters Score -4762182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -4762188.500000 Penalty: 5256.835449
	Iteration 44Q: 3 clusters Score -4762188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -4762184.000000 Penalty: 5256.835449
	Iteration 45Q: 3 clusters Score -4762184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -4762190.000000 Penalty: 5256.835449
	Iteration 46Q: 3 clusters Score -4762190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -4762187.500000 Penalty: 5256.835449
	Iteration 47Q: 3 clusters Score -4762188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4762186.000000 Penalty: 5256.835449
	Iteration 48Q: 3 clusters Score -4762186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4762189.500000 Penalty: 5256.835449
	Iteration 49Q: 3 clusters Score -4762190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -4762190.500000 Penalty: 5256.835449
	Iteration 50Q: 3 clusters Score -4762190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -4762190.500000 Penalty: 5256.835449
	Iteration 51F: 3 clusters Score -4762190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174568 members 
Mstep: Class 2 contains 82739 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 182068 members 
Mstep: Class 6 contains 25126 members 
Mstep: Class 7 contains 11658 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8251 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13841 members 
Mstep: Class 13 contains 107908 members 
Mstep: Class 14 contains 149958 members 
Mstep: Class 15 contains 165716 members 
Mstep: Class 16 contains 66993 members 
Mstep: Class 17 contains 94611 members 
Mstep: Class 18 contains 19901 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 5785 members 
Mstep: Class 21 contains 7702 members 
Mstep: Class 22 contains 27368 members 
Mstep: Class 23 contains 12015 members 
Mstep: Class 24 contains 16183 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 4082 members 
Mstep: Class 27 contains 38370 members 
Mstep: Class 28 contains 40073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057904.000000 Penalty: 108497.656250
Iteration 119Q: 32 clusters Score -1.560579e+08 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174931 members 
Mstep: Class 2 contains 83313 members 
Mstep: Class 3 contains 35668 members 
Mstep: Class 4 contains 5560 members 
Mstep: Class 5 contains 181551 members 
Mstep: Class 6 contains 25133 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 2577 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13884 members 
Mstep: Class 13 contains 107956 members 
Mstep: Class 14 contains 149929 members 
Mstep: Class 15 contains 165748 members 
Mstep: Class 16 contains 67012 members 
Mstep: Class 17 contains 94626 members 
Mstep: Class 18 contains 19925 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 5793 members 
Mstep: Class 21 contains 7673 members 
Mstep: Class 22 contains 27389 members 
Mstep: Class 23 contains 12144 members 
Mstep: Class 24 contains 16171 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 38519 members 
Mstep: Class 28 contains 40060 members 
Mstep: Class 29 contains 4859 members 
Mstep: Class 30 contains 8398 members 
Mstep: Class 31 contains 19234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057696.000000 Penalty: 108497.656250
Iteration 120F: 32 clusters Score -1.560577e+08 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174782 members 
Mstep: Class 2 contains 83682 members 
Mstep: Class 3 contains 35588 members 
Mstep: Class 4 contains 5563 members 
Mstep: Class 5 contains 181151 members 
Mstep: Class 6 contains 25143 members 
Mstep: Class 7 contains 11679 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 8253 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 13955 members 
Mstep: Class 13 contains 108022 members 
Mstep: Class 14 contains 149879 members 
Mstep: Class 15 contains 165514 members 
Mstep: Class 16 contains 67035 members 
Mstep: Class 17 contains 94625 members 
Mstep: Class 18 contains 19894 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 5799 members 
Mstep: Class 21 contains 7651 members 
Mstep: Class 22 contains 27388 members 
Mstep: Class 23 contains 12180 members 
Mstep: Class 24 contains 16155 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 4086 members 
Mstep: Class 27 contains 38629 members 
Mstep: Class 28 contains 40048 members 
Mstep: Class 29 contains 4880 members 
Mstep: Class 30 contains 8546 members 
Mstep: Class 31 contains 19538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058144.000000 Penalty: 108497.656250
Iteration 121Q: 32 clusters Score -1.560581e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174652 members 
Mstep: Class 2 contains 84043 members 
Mstep: Class 3 contains 35508 members 
Mstep: Class 4 contains 5565 members 
Mstep: Class 5 contains 180763 members 
Mstep: Class 6 contains 25153 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 2358 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 14021 members 
Mstep: Class 13 contains 108079 members 
Mstep: Class 14 contains 149849 members 
Mstep: Class 15 contains 165392 members 
Mstep: Class 16 contains 67008 members 
Mstep: Class 17 contains 94618 members 
Mstep: Class 18 contains 19892 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 5856 members 
Mstep: Class 21 contains 7634 members 
Mstep: Class 22 contains 27388 members 
Mstep: Class 23 contains 12204 members 
Mstep: Class 24 contains 16139 members 
Mstep: Class 25 contains 3331 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 38730 members 
Mstep: Class 28 contains 40031 members 
Mstep: Class 29 contains 4922 members 
Mstep: Class 30 contains 8631 members 
Mstep: Class 31 contains 19666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058720.000000 Penalty: 108497.656250
Iteration 122Q: 32 clusters Score -1.560587e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174541 members 
Mstep: Class 2 contains 84383 members 
Mstep: Class 3 contains 35439 members 
Mstep: Class 4 contains 5563 members 
Mstep: Class 5 contains 180342 members 
Mstep: Class 6 contains 25156 members 
Mstep: Class 7 contains 11650 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 8254 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 14114 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 149831 members 
Mstep: Class 15 contains 165310 members 
Mstep: Class 16 contains 66976 members 
Mstep: Class 17 contains 94611 members 
Mstep: Class 18 contains 19888 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 7617 members 
Mstep: Class 22 contains 27399 members 
Mstep: Class 23 contains 12230 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 3334 members 
Mstep: Class 26 contains 4087 members 
Mstep: Class 27 contains 38811 members 
Mstep: Class 28 contains 40012 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 8680 members 
Mstep: Class 31 contains 19753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058912.000000 Penalty: 108497.656250
Iteration 123Q: 32 clusters Score -1.560589e+08 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174433 members 
Mstep: Class 2 contains 84718 members 
Mstep: Class 3 contains 35374 members 
Mstep: Class 4 contains 5566 members 
Mstep: Class 5 contains 179945 members 
Mstep: Class 6 contains 25160 members 
Mstep: Class 7 contains 11629 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 14200 members 
Mstep: Class 13 contains 108210 members 
Mstep: Class 14 contains 149837 members 
Mstep: Class 15 contains 165230 members 
Mstep: Class 16 contains 66921 members 
Mstep: Class 17 contains 94606 members 
Mstep: Class 18 contains 19885 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 5944 members 
Mstep: Class 21 contains 7607 members 
Mstep: Class 22 contains 27412 members 
Mstep: Class 23 contains 12259 members 
Mstep: Class 24 contains 16127 members 
Mstep: Class 25 contains 3336 members 
Mstep: Class 26 contains 4089 members 
Mstep: Class 27 contains 38873 members 
Mstep: Class 28 contains 39991 members 
Mstep: Class 29 contains 4997 members 
Mstep: Class 30 contains 8714 members 
Mstep: Class 31 contains 19835 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 32 clusters Score -1.56059e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174359 members 
Mstep: Class 2 contains 85030 members 
Mstep: Class 3 contains 35327 members 
Mstep: Class 4 contains 5571 members 
Mstep: Class 5 contains 179561 members 
Mstep: Class 6 contains 25155 members 
Mstep: Class 7 contains 11609 members 
Mstep: Class 8 contains 2276 members 
Mstep: Class 9 contains 8251 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 14281 members 
Mstep: Class 13 contains 108312 members 
Mstep: Class 14 contains 149838 members 
Mstep: Class 15 contains 165159 members 
Mstep: Class 16 contains 66862 members 
Mstep: Class 17 contains 94601 members 
Mstep: Class 18 contains 19884 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 5974 members 
Mstep: Class 21 contains 7595 members 
Mstep: Class 22 contains 27421 members 
Mstep: Class 23 contains 12279 members 
Mstep: Class 24 contains 16122 members 
Mstep: Class 25 contains 3340 members 
Mstep: Class 26 contains 4090 members 
Mstep: Class 27 contains 38924 members 
Mstep: Class 28 contains 39975 members 
Mstep: Class 29 contains 5031 members 
Mstep: Class 30 contains 8724 members 
Mstep: Class 31 contains 19891 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 32 clusters Score -1.560592e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174279 members 
Mstep: Class 2 contains 85336 members 
Mstep: Class 3 contains 35288 members 
Mstep: Class 4 contains 5572 members 
Mstep: Class 5 contains 179180 members 
Mstep: Class 6 contains 25146 members 
Mstep: Class 7 contains 11600 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 8251 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 14355 members 
Mstep: Class 13 contains 108398 members 
Mstep: Class 14 contains 149857 members 
Mstep: Class 15 contains 165104 members 
Mstep: Class 16 contains 66810 members 
Mstep: Class 17 contains 94606 members 
Mstep: Class 18 contains 19883 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 6001 members 
Mstep: Class 21 contains 7584 members 
Mstep: Class 22 contains 27432 members 
Mstep: Class 23 contains 12308 members 
Mstep: Class 24 contains 16114 members 
Mstep: Class 25 contains 3343 members 
Mstep: Class 26 contains 4087 members 
Mstep: Class 27 contains 38944 members 
Mstep: Class 28 contains 39969 members 
Mstep: Class 29 contains 5063 members 
Mstep: Class 30 contains 8737 members 
Mstep: Class 31 contains 19935 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 32 clusters Score -1.560597e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174208 members 
Mstep: Class 2 contains 85638 members 
Mstep: Class 3 contains 35260 members 
Mstep: Class 4 contains 5573 members 
Mstep: Class 5 contains 178819 members 
Mstep: Class 6 contains 25136 members 
Mstep: Class 7 contains 11593 members 
Mstep: Class 8 contains 2253 members 
Mstep: Class 9 contains 8253 members 
Mstep: Class 10 contains 4462 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14428 members 
Mstep: Class 13 contains 108500 members 
Mstep: Class 14 contains 149857 members 
Mstep: Class 15 contains 165037 members 
Mstep: Class 16 contains 66762 members 
Mstep: Class 17 contains 94603 members 
Mstep: Class 18 contains 19883 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 7580 members 
Mstep: Class 22 contains 27444 members 
Mstep: Class 23 contains 12322 members 
Mstep: Class 24 contains 16107 members 
Mstep: Class 25 contains 3343 members 
Mstep: Class 26 contains 4087 members 
Mstep: Class 27 contains 38967 members 
Mstep: Class 28 contains 39958 members 
Mstep: Class 29 contains 5084 members 
Mstep: Class 30 contains 8744 members 
Mstep: Class 31 contains 19977 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 32 clusters Score -1.560599e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174151 members 
Mstep: Class 2 contains 85948 members 
Mstep: Class 3 contains 35235 members 
Mstep: Class 4 contains 5575 members 
Mstep: Class 5 contains 178469 members 
Mstep: Class 6 contains 25125 members 
Mstep: Class 7 contains 11596 members 
Mstep: Class 8 contains 2247 members 
Mstep: Class 9 contains 8254 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14486 members 
Mstep: Class 13 contains 108602 members 
Mstep: Class 14 contains 149862 members 
Mstep: Class 15 contains 164940 members 
Mstep: Class 16 contains 66730 members 
Mstep: Class 17 contains 94601 members 
Mstep: Class 18 contains 19880 members 
Mstep: Class 19 contains 5136 members 
Mstep: Class 20 contains 6043 members 
Mstep: Class 21 contains 7580 members 
Mstep: Class 22 contains 27452 members 
Mstep: Class 23 contains 12340 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 3343 members 
Mstep: Class 26 contains 4090 members 
Mstep: Class 27 contains 39004 members 
Mstep: Class 28 contains 39944 members 
Mstep: Class 29 contains 5103 members 
Mstep: Class 30 contains 8748 members 
Mstep: Class 31 contains 19995 members 
Entering Unmasked Estep 
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Iteration 128Q: 32 clusters Score -1.5606e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174127 members 
Mstep: Class 2 contains 86227 members 
Mstep: Class 3 contains 35220 members 
Mstep: Class 4 contains 5578 members 
Mstep: Class 5 contains 178103 members 
Mstep: Class 6 contains 25119 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 2246 members 
Mstep: Class 9 contains 8255 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14537 members 
Mstep: Class 13 contains 108710 members 
Mstep: Class 14 contains 149887 members 
Mstep: Class 15 contains 164834 members 
Mstep: Class 16 contains 66702 members 
Mstep: Class 17 contains 94596 members 
Mstep: Class 18 contains 19880 members 
Mstep: Class 19 contains 5137 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 7574 members 
Mstep: Class 22 contains 27457 members 
Mstep: Class 23 contains 12351 members 
Mstep: Class 24 contains 16092 members 
Mstep: Class 25 contains 3344 members 
Mstep: Class 26 contains 4093 members 
Mstep: Class 27 contains 39038 members 
Mstep: Class 28 contains 39939 members 
Mstep: Class 29 contains 5133 members 
Mstep: Class 30 contains 8750 members 
Mstep: Class 31 contains 20008 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 32 clusters Score -1.5606e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174100 members 
Mstep: Class 2 contains 86490 members 
Mstep: Class 3 contains 35196 members 
Mstep: Class 4 contains 5581 members 
Mstep: Class 5 contains 177773 members 
Mstep: Class 6 contains 25111 members 
Mstep: Class 7 contains 11577 members 
Mstep: Class 8 contains 2246 members 
Mstep: Class 9 contains 8257 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14579 members 
Mstep: Class 13 contains 108813 members 
Mstep: Class 14 contains 149903 members 
Mstep: Class 15 contains 164774 members 
Mstep: Class 16 contains 66664 members 
Mstep: Class 17 contains 94589 members 
Mstep: Class 18 contains 19874 members 
Mstep: Class 19 contains 5137 members 
Mstep: Class 20 contains 6062 members 
Mstep: Class 21 contains 7573 members 
Mstep: Class 22 contains 27459 members 
Mstep: Class 23 contains 12363 members 
Mstep: Class 24 contains 16086 members 
Mstep: Class 25 contains 3345 members 
Mstep: Class 26 contains 4094 members 
Mstep: Class 27 contains 39067 members 
Mstep: Class 28 contains 39929 members 
Mstep: Class 29 contains 5158 members 
Mstep: Class 30 contains 8751 members 
Mstep: Class 31 contains 20023 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 32 clusters Score -1.560599e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174069 members 
Mstep: Class 2 contains 86755 members 
Mstep: Class 3 contains 35167 members 
Mstep: Class 4 contains 5581 members 
Mstep: Class 5 contains 177488 members 
Mstep: Class 6 contains 25101 members 
Mstep: Class 7 contains 11572 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 8257 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14607 members 
Mstep: Class 13 contains 108887 members 
Mstep: Class 14 contains 149914 members 
Mstep: Class 15 contains 164728 members 
Mstep: Class 16 contains 66625 members 
Mstep: Class 17 contains 94587 members 
Mstep: Class 18 contains 19872 members 
Mstep: Class 19 contains 5137 members 
Mstep: Class 20 contains 6071 members 
Mstep: Class 21 contains 7571 members 
Mstep: Class 22 contains 27460 members 
Mstep: Class 23 contains 12379 members 
Mstep: Class 24 contains 16080 members 
Mstep: Class 25 contains 3347 members 
Mstep: Class 26 contains 4095 members 
Mstep: Class 27 contains 39083 members 
Mstep: Class 28 contains 39923 members 
Mstep: Class 29 contains 5180 members 
Mstep: Class 30 contains 8752 members 
Mstep: Class 31 contains 20044 members 
Entering Unmasked Estep 
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Iteration 131Q: 32 clusters Score -1.5606e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174041 members 
Mstep: Class 2 contains 87006 members 
Mstep: Class 3 contains 35133 members 
Mstep: Class 4 contains 5580 members 
Mstep: Class 5 contains 177239 members 
Mstep: Class 6 contains 25090 members 
Mstep: Class 7 contains 11563 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 9 contains 8256 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14634 members 
Mstep: Class 13 contains 108981 members 
Mstep: Class 14 contains 149933 members 
Mstep: Class 15 contains 164694 members 
Mstep: Class 16 contains 66581 members 
Mstep: Class 17 contains 94575 members 
Mstep: Class 18 contains 19870 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 20 contains 6076 members 
Mstep: Class 21 contains 7568 members 
Mstep: Class 22 contains 27450 members 
Mstep: Class 23 contains 12391 members 
Mstep: Class 24 contains 16074 members 
Mstep: Class 25 contains 3350 members 
Mstep: Class 26 contains 4094 members 
Mstep: Class 27 contains 39087 members 
Mstep: Class 28 contains 39914 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 8752 members 
Mstep: Class 31 contains 20059 members 
Entering Unmasked Estep 
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Iteration 132Q: 32 clusters Score -1.560602e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174022 members 
Mstep: Class 2 contains 87268 members 
Mstep: Class 3 contains 35096 members 
Mstep: Class 4 contains 5586 members 
Mstep: Class 5 contains 176961 members 
Mstep: Class 6 contains 25079 members 
Mstep: Class 7 contains 11557 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 8257 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14665 members 
Mstep: Class 13 contains 109068 members 
Mstep: Class 14 contains 149938 members 
Mstep: Class 15 contains 164660 members 
Mstep: Class 16 contains 66537 members 
Mstep: Class 17 contains 94569 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 20 contains 6078 members 
Mstep: Class 21 contains 7561 members 
Mstep: Class 22 contains 27455 members 
Mstep: Class 23 contains 12403 members 
Mstep: Class 24 contains 16072 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 4093 members 
Mstep: Class 27 contains 39092 members 
Mstep: Class 28 contains 39909 members 
Mstep: Class 29 contains 5222 members 
Mstep: Class 30 contains 8752 members 
Mstep: Class 31 contains 20069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060112.000000 Penalty: 108497.656250
Iteration 133Q: 32 clusters Score -1.560601e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174004 members 
Mstep: Class 2 contains 87511 members 
Mstep: Class 3 contains 35070 members 
Mstep: Class 4 contains 5587 members 
Mstep: Class 5 contains 176757 members 
Mstep: Class 6 contains 25063 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 8256 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14682 members 
Mstep: Class 13 contains 109143 members 
Mstep: Class 14 contains 149938 members 
Mstep: Class 15 contains 164614 members 
Mstep: Class 16 contains 66495 members 
Mstep: Class 17 contains 94563 members 
Mstep: Class 18 contains 19867 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 20 contains 6080 members 
Mstep: Class 21 contains 7564 members 
Mstep: Class 22 contains 27452 members 
Mstep: Class 23 contains 12416 members 
Mstep: Class 24 contains 16066 members 
Mstep: Class 25 contains 3358 members 
Mstep: Class 26 contains 4094 members 
Mstep: Class 27 contains 39092 members 
Mstep: Class 28 contains 39902 members 
Mstep: Class 29 contains 5236 members 
Mstep: Class 30 contains 8752 members 
Mstep: Class 31 contains 20083 members 
Entering Unmasked Estep 
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Iteration 134Q: 32 clusters Score -1.560601e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173993 members 
Mstep: Class 2 contains 87722 members 
Mstep: Class 3 contains 35038 members 
Mstep: Class 4 contains 5590 members 
Mstep: Class 5 contains 176573 members 
Mstep: Class 6 contains 25049 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 8256 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14691 members 
Mstep: Class 13 contains 109214 members 
Mstep: Class 14 contains 149947 members 
Mstep: Class 15 contains 164573 members 
Mstep: Class 16 contains 66452 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 20 contains 6081 members 
Mstep: Class 21 contains 7563 members 
Mstep: Class 22 contains 27451 members 
Mstep: Class 23 contains 12419 members 
Mstep: Class 24 contains 16063 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4095 members 
Mstep: Class 27 contains 39093 members 
Mstep: Class 28 contains 39901 members 
Mstep: Class 29 contains 5250 members 
Mstep: Class 30 contains 8755 members 
Mstep: Class 31 contains 20106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060256.000000 Penalty: 108497.656250
Iteration 135Q: 32 clusters Score -1.560603e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173988 members 
Mstep: Class 2 contains 87899 members 
Mstep: Class 3 contains 35034 members 
Mstep: Class 4 contains 5591 members 
Mstep: Class 5 contains 176377 members 
Mstep: Class 6 contains 25036 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8257 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14711 members 
Mstep: Class 13 contains 109279 members 
Mstep: Class 14 contains 149943 members 
Mstep: Class 15 contains 164538 members 
Mstep: Class 16 contains 66412 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 19867 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6081 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 27451 members 
Mstep: Class 23 contains 12420 members 
Mstep: Class 24 contains 16060 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4094 members 
Mstep: Class 27 contains 39098 members 
Mstep: Class 28 contains 39900 members 
Mstep: Class 29 contains 5267 members 
Mstep: Class 30 contains 8756 members 
Mstep: Class 31 contains 20125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060128.000000 Penalty: 108497.656250
Iteration 136Q: 32 clusters Score -1.560601e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173990 members 
Mstep: Class 2 contains 88053 members 
Mstep: Class 3 contains 35025 members 
Mstep: Class 4 contains 5591 members 
Mstep: Class 5 contains 176168 members 
Mstep: Class 6 contains 25023 members 
Mstep: Class 7 contains 11534 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8257 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14732 members 
Mstep: Class 13 contains 109365 members 
Mstep: Class 14 contains 149967 members 
Mstep: Class 15 contains 164500 members 
Mstep: Class 16 contains 66366 members 
Mstep: Class 17 contains 94557 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6082 members 
Mstep: Class 21 contains 7563 members 
Mstep: Class 22 contains 27450 members 
Mstep: Class 23 contains 12423 members 
Mstep: Class 24 contains 16059 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4092 members 
Mstep: Class 27 contains 39102 members 
Mstep: Class 28 contains 39890 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 20140 members 
Entering Unmasked Estep 
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Score: -156060240.000000 Penalty: 108497.656250
Iteration 137Q: 32 clusters Score -1.560602e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173987 members 
Mstep: Class 2 contains 88203 members 
Mstep: Class 3 contains 35002 members 
Mstep: Class 4 contains 5595 members 
Mstep: Class 5 contains 175978 members 
Mstep: Class 6 contains 25006 members 
Mstep: Class 7 contains 11533 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8257 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14757 members 
Mstep: Class 13 contains 109446 members 
Mstep: Class 14 contains 149996 members 
Mstep: Class 15 contains 164458 members 
Mstep: Class 16 contains 66314 members 
Mstep: Class 17 contains 94554 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6082 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 27464 members 
Mstep: Class 23 contains 12427 members 
Mstep: Class 24 contains 16056 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4092 members 
Mstep: Class 27 contains 39113 members 
Mstep: Class 28 contains 39886 members 
Mstep: Class 29 contains 5291 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 20150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060256.000000 Penalty: 108497.656250
Iteration 138Q: 32 clusters Score -1.560603e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173987 members 
Mstep: Class 2 contains 88355 members 
Mstep: Class 3 contains 34989 members 
Mstep: Class 4 contains 5598 members 
Mstep: Class 5 contains 175805 members 
Mstep: Class 6 contains 24986 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8257 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14782 members 
Mstep: Class 13 contains 109506 members 
Mstep: Class 14 contains 150017 members 
Mstep: Class 15 contains 164415 members 
Mstep: Class 16 contains 66261 members 
Mstep: Class 17 contains 94555 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6083 members 
Mstep: Class 21 contains 7561 members 
Mstep: Class 22 contains 27468 members 
Mstep: Class 23 contains 12430 members 
Mstep: Class 24 contains 16054 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4093 members 
Mstep: Class 27 contains 39128 members 
Mstep: Class 28 contains 39885 members 
Mstep: Class 29 contains 5304 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 20163 members 
Entering Unmasked Estep 
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Score: -156060320.000000 Penalty: 108497.656250
Iteration 139Q: 32 clusters Score -1.560603e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173982 members 
Mstep: Class 2 contains 88520 members 
Mstep: Class 3 contains 34973 members 
Mstep: Class 4 contains 5601 members 
Mstep: Class 5 contains 175608 members 
Mstep: Class 6 contains 24966 members 
Mstep: Class 7 contains 11522 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8257 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14805 members 
Mstep: Class 13 contains 109540 members 
Mstep: Class 14 contains 150050 members 
Mstep: Class 15 contains 164392 members 
Mstep: Class 16 contains 66217 members 
Mstep: Class 17 contains 94552 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6084 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 27474 members 
Mstep: Class 23 contains 12433 members 
Mstep: Class 24 contains 16057 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 39142 members 
Mstep: Class 28 contains 39885 members 
Mstep: Class 29 contains 5317 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 20177 members 
Entering Unmasked Estep 
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Iteration 140F: 32 clusters Score -1.560604e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173964 members 
Mstep: Class 2 contains 88677 members 
Mstep: Class 3 contains 34955 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 175432 members 
Mstep: Class 6 contains 24941 members 
Mstep: Class 7 contains 11525 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8258 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14830 members 
Mstep: Class 13 contains 109583 members 
Mstep: Class 14 contains 150070 members 
Mstep: Class 15 contains 164371 members 
Mstep: Class 16 contains 66174 members 
Mstep: Class 17 contains 94550 members 
Mstep: Class 18 contains 19868 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6084 members 
Mstep: Class 21 contains 7561 members 
Mstep: Class 22 contains 27477 members 
Mstep: Class 23 contains 12436 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4098 members 
Mstep: Class 27 contains 39150 members 
Mstep: Class 28 contains 39878 members 
Mstep: Class 29 contains 5333 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 20190 members 
Entering Unmasked Estep 
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Iteration 141Q: 32 clusters Score -1.560604e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173954 members 
Mstep: Class 2 contains 88815 members 
Mstep: Class 3 contains 34936 members 
Mstep: Class 4 contains 5622 members 
Mstep: Class 5 contains 175261 members 
Mstep: Class 6 contains 24923 members 
Mstep: Class 7 contains 11525 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14843 members 
Mstep: Class 13 contains 109630 members 
Mstep: Class 14 contains 150068 members 
Mstep: Class 15 contains 164352 members 
Mstep: Class 16 contains 66143 members 
Mstep: Class 17 contains 94550 members 
Mstep: Class 18 contains 19867 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6084 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 27480 members 
Mstep: Class 23 contains 12439 members 
Mstep: Class 24 contains 16068 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4100 members 
Mstep: Class 27 contains 39175 members 
Mstep: Class 28 contains 39873 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 20204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060432.000000 Penalty: 108497.656250
Iteration 142Q: 32 clusters Score -1.560604e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173941 members 
Mstep: Class 2 contains 88961 members 
Mstep: Class 3 contains 34923 members 
Mstep: Class 4 contains 5630 members 
Mstep: Class 5 contains 175082 members 
Mstep: Class 6 contains 24908 members 
Mstep: Class 7 contains 11526 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8261 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14858 members 
Mstep: Class 13 contains 109676 members 
Mstep: Class 14 contains 150090 members 
Mstep: Class 15 contains 164320 members 
Mstep: Class 16 contains 66106 members 
Mstep: Class 17 contains 94548 members 
Mstep: Class 18 contains 19868 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6085 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 27479 members 
Mstep: Class 23 contains 12446 members 
Mstep: Class 24 contains 16075 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4099 members 
Mstep: Class 27 contains 39196 members 
Mstep: Class 28 contains 39862 members 
Mstep: Class 29 contains 5361 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 20217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060576.000000 Penalty: 108497.656250
Iteration 143Q: 32 clusters Score -1.560606e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173937 members 
Mstep: Class 2 contains 89103 members 
Mstep: Class 3 contains 34913 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 174921 members 
Mstep: Class 6 contains 24890 members 
Mstep: Class 7 contains 11525 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 8263 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14872 members 
Mstep: Class 13 contains 109714 members 
Mstep: Class 14 contains 150097 members 
Mstep: Class 15 contains 164302 members 
Mstep: Class 16 contains 66063 members 
Mstep: Class 17 contains 94548 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6084 members 
Mstep: Class 21 contains 7561 members 
Mstep: Class 22 contains 27481 members 
Mstep: Class 23 contains 12449 members 
Mstep: Class 24 contains 16080 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 39209 members 
Mstep: Class 28 contains 39854 members 
Mstep: Class 29 contains 5371 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 20233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060480.000000 Penalty: 108497.656250
Iteration 144Q: 32 clusters Score -1.560605e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173926 members 
Mstep: Class 2 contains 89226 members 
Mstep: Class 3 contains 34907 members 
Mstep: Class 4 contains 5650 members 
Mstep: Class 5 contains 174765 members 
Mstep: Class 6 contains 24877 members 
Mstep: Class 7 contains 11527 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 8265 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14888 members 
Mstep: Class 13 contains 109755 members 
Mstep: Class 14 contains 150105 members 
Mstep: Class 15 contains 164284 members 
Mstep: Class 16 contains 66024 members 
Mstep: Class 17 contains 94549 members 
Mstep: Class 18 contains 19870 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6086 members 
Mstep: Class 21 contains 7558 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12447 members 
Mstep: Class 24 contains 16081 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 39220 members 
Mstep: Class 28 contains 39851 members 
Mstep: Class 29 contains 5383 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 20249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060624.000000 Penalty: 108497.656250
Iteration 145Q: 32 clusters Score -1.560606e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173920 members 
Mstep: Class 2 contains 89343 members 
Mstep: Class 3 contains 34899 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 174647 members 
Mstep: Class 6 contains 24866 members 
Mstep: Class 7 contains 11516 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8269 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14895 members 
Mstep: Class 13 contains 109792 members 
Mstep: Class 14 contains 150116 members 
Mstep: Class 15 contains 164265 members 
Mstep: Class 16 contains 65986 members 
Mstep: Class 17 contains 94550 members 
Mstep: Class 18 contains 19870 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6089 members 
Mstep: Class 21 contains 7555 members 
Mstep: Class 22 contains 27489 members 
Mstep: Class 23 contains 12450 members 
Mstep: Class 24 contains 16081 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 39224 members 
Mstep: Class 28 contains 39844 members 
Mstep: Class 29 contains 5398 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 20261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060688.000000 Penalty: 108497.656250
Iteration 146Q: 32 clusters Score -1.560607e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173913 members 
Mstep: Class 2 contains 89437 members 
Mstep: Class 3 contains 34892 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 174542 members 
Mstep: Class 6 contains 24856 members 
Mstep: Class 7 contains 11515 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 8268 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14904 members 
Mstep: Class 13 contains 109834 members 
Mstep: Class 14 contains 150133 members 
Mstep: Class 15 contains 164258 members 
Mstep: Class 16 contains 65943 members 
Mstep: Class 17 contains 94548 members 
Mstep: Class 18 contains 19870 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6089 members 
Mstep: Class 21 contains 7556 members 
Mstep: Class 22 contains 27490 members 
Mstep: Class 23 contains 12454 members 
Mstep: Class 24 contains 16080 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4099 members 
Mstep: Class 27 contains 39224 members 
Mstep: Class 28 contains 39833 members 
Mstep: Class 29 contains 5411 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 20272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060352.000000 Penalty: 108497.656250
Iteration 147Q: 32 clusters Score -1.560604e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173904 members 
Mstep: Class 2 contains 89530 members 
Mstep: Class 3 contains 34888 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 174481 members 
Mstep: Class 6 contains 24841 members 
Mstep: Class 7 contains 11515 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8268 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14912 members 
Mstep: Class 13 contains 109872 members 
Mstep: Class 14 contains 150143 members 
Mstep: Class 15 contains 164230 members 
Mstep: Class 16 contains 65893 members 
Mstep: Class 17 contains 94544 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6089 members 
Mstep: Class 21 contains 7558 members 
Mstep: Class 22 contains 27491 members 
Mstep: Class 23 contains 12460 members 
Mstep: Class 24 contains 16075 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4099 members 
Mstep: Class 27 contains 39227 members 
Mstep: Class 28 contains 39825 members 
Mstep: Class 29 contains 5420 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 20285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060384.000000 Penalty: 108497.656250
Iteration 148Q: 32 clusters Score -1.560604e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173899 members 
Mstep: Class 2 contains 89614 members 
Mstep: Class 3 contains 34877 members 
Mstep: Class 4 contains 5668 members 
Mstep: Class 5 contains 174438 members 
Mstep: Class 6 contains 24834 members 
Mstep: Class 7 contains 11516 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8268 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14921 members 
Mstep: Class 13 contains 109904 members 
Mstep: Class 14 contains 150131 members 
Mstep: Class 15 contains 164209 members 
Mstep: Class 16 contains 65840 members 
Mstep: Class 17 contains 94542 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6089 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 27496 members 
Mstep: Class 23 contains 12462 members 
Mstep: Class 24 contains 16073 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4099 members 
Mstep: Class 27 contains 39234 members 
Mstep: Class 28 contains 39820 members 
Mstep: Class 29 contains 5426 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 20289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060304.000000 Penalty: 108497.656250
Iteration 149Q: 32 clusters Score -1.560603e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173896 members 
Mstep: Class 2 contains 89678 members 
Mstep: Class 3 contains 34873 members 
Mstep: Class 4 contains 5676 members 
Mstep: Class 5 contains 174390 members 
Mstep: Class 6 contains 24823 members 
Mstep: Class 7 contains 11519 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8269 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14928 members 
Mstep: Class 13 contains 109928 members 
Mstep: Class 14 contains 150138 members 
Mstep: Class 15 contains 164192 members 
Mstep: Class 16 contains 65788 members 
Mstep: Class 17 contains 94543 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6089 members 
Mstep: Class 21 contains 7564 members 
Mstep: Class 22 contains 27495 members 
Mstep: Class 23 contains 12465 members 
Mstep: Class 24 contains 16071 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4099 members 
Mstep: Class 27 contains 39243 members 
Mstep: Class 28 contains 39814 members 
Mstep: Class 29 contains 5436 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 20293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060464.000000 Penalty: 108497.656250
Iteration 150Q: 32 clusters Score -1.560605e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173896 members 
Mstep: Class 2 contains 89740 members 
Mstep: Class 3 contains 34868 members 
Mstep: Class 4 contains 5688 members 
Mstep: Class 5 contains 174328 members 
Mstep: Class 6 contains 24821 members 
Mstep: Class 7 contains 11515 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8270 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14934 members 
Mstep: Class 13 contains 109962 members 
Mstep: Class 14 contains 150131 members 
Mstep: Class 15 contains 164181 members 
Mstep: Class 16 contains 65754 members 
Mstep: Class 17 contains 94542 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6089 members 
Mstep: Class 21 contains 7564 members 
Mstep: Class 22 contains 27495 members 
Mstep: Class 23 contains 12468 members 
Mstep: Class 24 contains 16067 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4100 members 
Mstep: Class 27 contains 39242 members 
Mstep: Class 28 contains 39811 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 8758 members 
Mstep: Class 31 contains 20296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060736.000000 Penalty: 108497.656250
Iteration 151Q: 32 clusters Score -1.560607e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173892 members 
Mstep: Class 2 contains 89811 members 
Mstep: Class 3 contains 34859 members 
Mstep: Class 4 contains 5705 members 
Mstep: Class 5 contains 174281 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 11511 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8270 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14943 members 
Mstep: Class 13 contains 109990 members 
Mstep: Class 14 contains 150123 members 
Mstep: Class 15 contains 164168 members 
Mstep: Class 16 contains 65711 members 
Mstep: Class 17 contains 94539 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 27497 members 
Mstep: Class 23 contains 12468 members 
Mstep: Class 24 contains 16067 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 39240 members 
Mstep: Class 28 contains 39808 members 
Mstep: Class 29 contains 5459 members 
Mstep: Class 30 contains 8758 members 
Mstep: Class 31 contains 20304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060640.000000 Penalty: 108497.656250
Iteration 152Q: 32 clusters Score -1.560606e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173889 members 
Mstep: Class 2 contains 89867 members 
Mstep: Class 3 contains 34851 members 
Mstep: Class 4 contains 5712 members 
Mstep: Class 5 contains 174240 members 
Mstep: Class 6 contains 24807 members 
Mstep: Class 7 contains 11509 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8271 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14946 members 
Mstep: Class 13 contains 110012 members 
Mstep: Class 14 contains 150126 members 
Mstep: Class 15 contains 164151 members 
Mstep: Class 16 contains 65676 members 
Mstep: Class 17 contains 94539 members 
Mstep: Class 18 contains 19868 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 27498 members 
Mstep: Class 23 contains 12469 members 
Mstep: Class 24 contains 16066 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4103 members 
Mstep: Class 27 contains 39243 members 
Mstep: Class 28 contains 39805 members 
Mstep: Class 29 contains 5470 members 
Mstep: Class 30 contains 8758 members 
Mstep: Class 31 contains 20311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060896.000000 Penalty: 108497.656250
Iteration 153Q: 32 clusters Score -1.560609e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173891 members 
Mstep: Class 2 contains 89914 members 
Mstep: Class 3 contains 34847 members 
Mstep: Class 4 contains 5713 members 
Mstep: Class 5 contains 174192 members 
Mstep: Class 6 contains 24802 members 
Mstep: Class 7 contains 11508 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8271 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14953 members 
Mstep: Class 13 contains 110044 members 
Mstep: Class 14 contains 150141 members 
Mstep: Class 15 contains 164132 members 
Mstep: Class 16 contains 65636 members 
Mstep: Class 17 contains 94538 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 7561 members 
Mstep: Class 22 contains 27498 members 
Mstep: Class 23 contains 12471 members 
Mstep: Class 24 contains 16063 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4104 members 
Mstep: Class 27 contains 39247 members 
Mstep: Class 28 contains 39800 members 
Mstep: Class 29 contains 5479 members 
Mstep: Class 30 contains 8758 members 
Mstep: Class 31 contains 20315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060928.000000 Penalty: 108497.656250
Iteration 154Q: 32 clusters Score -1.560609e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173888 members 
Mstep: Class 2 contains 89954 members 
Mstep: Class 3 contains 34836 members 
Mstep: Class 4 contains 5718 members 
Mstep: Class 5 contains 174157 members 
Mstep: Class 6 contains 24795 members 
Mstep: Class 7 contains 11507 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8271 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14958 members 
Mstep: Class 13 contains 110066 members 
Mstep: Class 14 contains 150147 members 
Mstep: Class 15 contains 164123 members 
Mstep: Class 16 contains 65613 members 
Mstep: Class 17 contains 94537 members 
Mstep: Class 18 contains 19870 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 27498 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16060 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4104 members 
Mstep: Class 27 contains 39249 members 
Mstep: Class 28 contains 39795 members 
Mstep: Class 29 contains 5488 members 
Mstep: Class 30 contains 8758 members 
Mstep: Class 31 contains 20321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060864.000000 Penalty: 108497.656250
Iteration 155Q: 32 clusters Score -1.560609e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173889 members 
Mstep: Class 2 contains 89992 members 
Mstep: Class 3 contains 34828 members 
Mstep: Class 4 contains 5719 members 
Mstep: Class 5 contains 174123 members 
Mstep: Class 6 contains 24792 members 
Mstep: Class 7 contains 11508 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8270 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14965 members 
Mstep: Class 13 contains 110091 members 
Mstep: Class 14 contains 150162 members 
Mstep: Class 15 contains 164108 members 
Mstep: Class 16 contains 65576 members 
Mstep: Class 17 contains 94539 members 
Mstep: Class 18 contains 19870 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 7563 members 
Mstep: Class 22 contains 27500 members 
Mstep: Class 23 contains 12471 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4104 members 
Mstep: Class 27 contains 39250 members 
Mstep: Class 28 contains 39790 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 8758 members 
Mstep: Class 31 contains 20325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060832.000000 Penalty: 108497.656250
Iteration 156Q: 32 clusters Score -1.560608e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173872 members 
Mstep: Class 2 contains 90046 members 
Mstep: Class 3 contains 34823 members 
Mstep: Class 4 contains 5719 members 
Mstep: Class 5 contains 174092 members 
Mstep: Class 6 contains 24785 members 
Mstep: Class 7 contains 11507 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8270 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14972 members 
Mstep: Class 13 contains 110120 members 
Mstep: Class 14 contains 150168 members 
Mstep: Class 15 contains 164086 members 
Mstep: Class 16 contains 65541 members 
Mstep: Class 17 contains 94541 members 
Mstep: Class 18 contains 19870 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 7565 members 
Mstep: Class 22 contains 27501 members 
Mstep: Class 23 contains 12471 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4107 members 
Mstep: Class 27 contains 39250 members 
Mstep: Class 28 contains 39786 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 8758 members 
Mstep: Class 31 contains 20335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060752.000000 Penalty: 108497.656250
Iteration 157Q: 32 clusters Score -1.560608e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173859 members 
Mstep: Class 2 contains 90095 members 
Mstep: Class 3 contains 34819 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 174050 members 
Mstep: Class 6 contains 24779 members 
Mstep: Class 7 contains 11508 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8273 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14985 members 
Mstep: Class 13 contains 110144 members 
Mstep: Class 14 contains 150170 members 
Mstep: Class 15 contains 164061 members 
Mstep: Class 16 contains 65507 members 
Mstep: Class 17 contains 94545 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 7566 members 
Mstep: Class 22 contains 27503 members 
Mstep: Class 23 contains 12470 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4109 members 
Mstep: Class 27 contains 39258 members 
Mstep: Class 28 contains 39779 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 8758 members 
Mstep: Class 31 contains 20347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060784.000000 Penalty: 108497.656250
Iteration 158Q: 32 clusters Score -1.560608e+08 nChanged 268
Entering ConstructFrom: 
Score: -156060784.000000 Penalty: 108497.656250
Entering ConstructFrom: 
Trying to split cluster 1 (173849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173849 members 
Entering Unmasked Estep 
Score: -20756518.000000 Penalty: 2992.353760
	Iteration 0F: 2 clusters Score -2.075652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -20647078.000000 Penalty: 5984.707520
	Iteration 0F: 3 clusters Score -2.064708e+07 nChanged 83314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 85510 members 
Entering Unmasked Estep 
Score: -20696436.000000 Penalty: 5984.707520
	Iteration 1F: 3 clusters Score -2.069644e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88720 members 
Mstep: Class 2 contains 85129 members 
Entering Unmasked Estep 
Score: -20698058.000000 Penalty: 5984.707520
	Iteration 2Q: 3 clusters Score -2.069806e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88910 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -20700070.000000 Penalty: 5984.707520
	Iteration 3Q: 3 clusters Score -2.070007e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 85136 members 
Entering Unmasked Estep 
Score: -20702820.000000 Penalty: 5984.707520
	Iteration 4Q: 3 clusters Score -2.070282e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -20706380.000000 Penalty: 5984.707520
	Iteration 5Q: 3 clusters Score -2.070638e+07 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -20711066.000000 Penalty: 5984.707520
	Iteration 6F: 3 clusters Score -2.071107e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -20716802.000000 Penalty: 5984.707520
	Iteration 7F: 3 clusters Score -2.07168e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 91807 members 
Entering Unmasked Estep 
Score: -20722726.000000 Penalty: 5984.707520
	Iteration 8F: 3 clusters Score -2.072273e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 94507 members 
Entering Unmasked Estep 
Score: -20728416.000000 Penalty: 5984.707520
	Iteration 9F: 3 clusters Score -2.072842e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 97242 members 
Entering Unmasked Estep 
Score: -20733322.000000 Penalty: 5984.707520
	Iteration 10Q: 3 clusters Score -2.073332e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 99780 members 
Entering Unmasked Estep 
Score: -20736546.000000 Penalty: 5984.707520
	Iteration 11Q: 3 clusters Score -2.073655e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 102116 members 
Entering Unmasked Estep 
Score: -20738552.000000 Penalty: 5984.707520
	Iteration 12Q: 3 clusters Score -2.073855e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 104247 members 
Entering Unmasked Estep 
Score: -20739718.000000 Penalty: 5984.707520
	Iteration 13Q: 3 clusters Score -2.073972e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 106240 members 
Entering Unmasked Estep 
Score: -20740682.000000 Penalty: 5984.707520
	Iteration 14Q: 3 clusters Score -2.074068e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 108182 members 
Entering Unmasked Estep 
Score: -20741470.000000 Penalty: 5984.707520
	Iteration 15Q: 3 clusters Score -2.074147e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 110040 members 
Entering Unmasked Estep 
Score: -20741980.000000 Penalty: 5984.707520
	Iteration 16Q: 3 clusters Score -2.074198e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 111831 members 
Entering Unmasked Estep 
Score: -20742574.000000 Penalty: 5984.707520
	Iteration 17Q: 3 clusters Score -2.074257e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 113587 members 
Entering Unmasked Estep 
Score: -20743142.000000 Penalty: 5984.707520
	Iteration 18Q: 3 clusters Score -2.074314e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 115313 members 
Entering Unmasked Estep 
Score: -20743546.000000 Penalty: 5984.707520
	Iteration 19Q: 3 clusters Score -2.074355e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 117001 members 
Entering Unmasked Estep 
Score: -20743898.000000 Penalty: 5984.707520
	Iteration 20F: 3 clusters Score -2.07439e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 118616 members 
Entering Unmasked Estep 
Score: -20744252.000000 Penalty: 5984.707520
	Iteration 21Q: 3 clusters Score -2.074425e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 120227 members 
Entering Unmasked Estep 
Score: -20744522.000000 Penalty: 5984.707520
	Iteration 22Q: 3 clusters Score -2.074452e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 121886 members 
Entering Unmasked Estep 
Score: -20744904.000000 Penalty: 5984.707520
	Iteration 23Q: 3 clusters Score -2.07449e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 123565 members 
Entering Unmasked Estep 
Score: -20745252.000000 Penalty: 5984.707520
	Iteration 24Q: 3 clusters Score -2.074525e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 125280 members 
Entering Unmasked Estep 
Score: -20745690.000000 Penalty: 5984.707520
	Iteration 25Q: 3 clusters Score -2.074569e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 127014 members 
Entering Unmasked Estep 
Score: -20746002.000000 Penalty: 5984.707520
	Iteration 26Q: 3 clusters Score -2.0746e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 128842 members 
Entering Unmasked Estep 
Score: -20746332.000000 Penalty: 5984.707520
	Iteration 27Q: 3 clusters Score -2.074633e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 130734 members 
Entering Unmasked Estep 
Score: -20746716.000000 Penalty: 5984.707520
	Iteration 28Q: 3 clusters Score -2.074672e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 132694 members 
Entering Unmasked Estep 
Score: -20747108.000000 Penalty: 5984.707520
	Iteration 29Q: 3 clusters Score -2.074711e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 134828 members 
Entering Unmasked Estep 
Score: -20747720.000000 Penalty: 5984.707520
	Iteration 30Q: 3 clusters Score -2.074772e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 136992 members 
Entering Unmasked Estep 
Score: -20748370.000000 Penalty: 5984.707520
	Iteration 31Q: 3 clusters Score -2.074837e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 139186 members 
Entering Unmasked Estep 
Score: -20748962.000000 Penalty: 5984.707520
	Iteration 32Q: 3 clusters Score -2.074896e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 141367 members 
Entering Unmasked Estep 
Score: -20749686.000000 Penalty: 5984.707520
	Iteration 33Q: 3 clusters Score -2.074969e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 143728 members 
Entering Unmasked Estep 
Score: -20750572.000000 Penalty: 5984.707520
	Iteration 34Q: 3 clusters Score -2.075057e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 146292 members 
Entering Unmasked Estep 
Score: -20751446.000000 Penalty: 5984.707520
	Iteration 35Q: 3 clusters Score -2.075145e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 148936 members 
Entering Unmasked Estep 
Score: -20752192.000000 Penalty: 5984.707520
	Iteration 36Q: 3 clusters Score -2.075219e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 151625 members 
Entering Unmasked Estep 
Score: -20752860.000000 Penalty: 5984.707520
	Iteration 37Q: 3 clusters Score -2.075286e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 154397 members 
Entering Unmasked Estep 
Score: -20753468.000000 Penalty: 5984.707520
	Iteration 38Q: 3 clusters Score -2.075347e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 157065 members 
Entering Unmasked Estep 
Score: -20754006.000000 Penalty: 5984.707520
	Iteration 39Q: 3 clusters Score -2.075401e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 159509 members 
Entering Unmasked Estep 
Score: -20754556.000000 Penalty: 5984.707520
	Iteration 40F: 3 clusters Score -2.075456e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 161748 members 
Entering Unmasked Estep 
Score: -20755100.000000 Penalty: 5984.707520
	Iteration 41Q: 3 clusters Score -2.07551e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 163727 members 
Entering Unmasked Estep 
Score: -20755568.000000 Penalty: 5984.707520
	Iteration 42Q: 3 clusters Score -2.075557e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 165384 members 
Entering Unmasked Estep 
Score: -20755714.000000 Penalty: 5984.707520
	Iteration 43Q: 3 clusters Score -2.075571e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 166684 members 
Entering Unmasked Estep 
Score: -20755702.000000 Penalty: 5984.707520
	Iteration 44Q: 3 clusters Score -2.07557e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 167729 members 
Entering Unmasked Estep 
Score: -20755778.000000 Penalty: 5984.707520
	Iteration 45Q: 3 clusters Score -2.075578e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 168487 members 
Entering Unmasked Estep 
Score: -20755762.000000 Penalty: 5984.707520
	Iteration 46Q: 3 clusters Score -2.075576e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 169077 members 
Entering Unmasked Estep 
Score: -20755680.000000 Penalty: 5984.707520
	Iteration 47Q: 3 clusters Score -2.075568e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 169562 members 
Entering Unmasked Estep 
Score: -20755698.000000 Penalty: 5984.707520
	Iteration 48Q: 3 clusters Score -2.07557e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 169930 members 
Entering Unmasked Estep 
Score: -20755654.000000 Penalty: 5984.707520
	Iteration 49Q: 3 clusters Score -2.075565e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 170222 members 
Entering Unmasked Estep 
Score: -20755600.000000 Penalty: 5984.707520
	Iteration 50Q: 3 clusters Score -2.07556e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 170464 members 
Entering Unmasked Estep 
Score: -20755536.000000 Penalty: 5984.707520
	Iteration 51Q: 3 clusters Score -2.075554e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 170648 members 
Entering Unmasked Estep 
Score: -20755586.000000 Penalty: 5984.707520
	Iteration 52Q: 3 clusters Score -2.075559e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 170788 members 
Entering Unmasked Estep 
Score: -20755542.000000 Penalty: 5984.707520
	Iteration 53Q: 3 clusters Score -2.075554e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 170894 members 
Entering Unmasked Estep 
Score: -20755494.000000 Penalty: 5984.707520
	Iteration 54Q: 3 clusters Score -2.075549e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 171013 members 
Entering Unmasked Estep 
Score: -20755472.000000 Penalty: 5984.707520
	Iteration 55Q: 3 clusters Score -2.075547e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 171105 members 
Entering Unmasked Estep 
Score: -20755502.000000 Penalty: 5984.707520
	Iteration 56Q: 3 clusters Score -2.07555e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 171184 members 
Entering Unmasked Estep 
Score: -20755498.000000 Penalty: 5984.707520
	Iteration 57Q: 3 clusters Score -2.07555e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 171243 members 
Entering Unmasked Estep 
Score: -20755484.000000 Penalty: 5984.707520
	Iteration 58Q: 3 clusters Score -2.075548e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 171281 members 
Entering Unmasked Estep 
Score: -20755492.000000 Penalty: 5984.707520
	Iteration 59Q: 3 clusters Score -2.075549e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 171322 members 
Entering Unmasked Estep 
Score: -20755476.000000 Penalty: 5984.707520
	Iteration 60F: 3 clusters Score -2.075548e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 171364 members 
Entering Unmasked Estep 
Score: -20755456.000000 Penalty: 5984.707520
	Iteration 61Q: 3 clusters Score -2.075546e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 171407 members 
Entering Unmasked Estep 
Score: -20755454.000000 Penalty: 5984.707520
	Iteration 62Q: 3 clusters Score -2.075545e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 171445 members 
Entering Unmasked Estep 
Score: -20755400.000000 Penalty: 5984.707520
	Iteration 63Q: 3 clusters Score -2.07554e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 171471 members 
Entering Unmasked Estep 
Score: -20755394.000000 Penalty: 5984.707520
	Iteration 64Q: 3 clusters Score -2.075539e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 171492 members 
Entering Unmasked Estep 
Score: -20755362.000000 Penalty: 5984.707520
	Iteration 65Q: 3 clusters Score -2.075536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 171516 members 
Entering Unmasked Estep 
Score: -20755376.000000 Penalty: 5984.707520
	Iteration 66Q: 3 clusters Score -2.075538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 171534 members 
Entering Unmasked Estep 
Score: -20755372.000000 Penalty: 5984.707520
	Iteration 67Q: 3 clusters Score -2.075537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 171551 members 
Entering Unmasked Estep 
Score: -20755360.000000 Penalty: 5984.707520
	Iteration 68Q: 3 clusters Score -2.075536e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 171568 members 
Entering Unmasked Estep 
Score: -20755360.000000 Penalty: 5984.707520
	Iteration 69Q: 3 clusters Score -2.075536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 171582 members 
Entering Unmasked Estep 
Score: -20755374.000000 Penalty: 5984.707520
	Iteration 70Q: 3 clusters Score -2.075537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 171601 members 
Entering Unmasked Estep 
Score: -20755372.000000 Penalty: 5984.707520
	Iteration 71Q: 3 clusters Score -2.075537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 171618 members 
Entering Unmasked Estep 
Score: -20755368.000000 Penalty: 5984.707520
	Iteration 72Q: 3 clusters Score -2.075537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 171634 members 
Entering Unmasked Estep 
Score: -20755378.000000 Penalty: 5984.707520
	Iteration 73Q: 3 clusters Score -2.075538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 171648 members 
Entering Unmasked Estep 
Score: -20755354.000000 Penalty: 5984.707520
	Iteration 74Q: 3 clusters Score -2.075535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 171659 members 
Entering Unmasked Estep 
Score: -20755342.000000 Penalty: 5984.707520
	Iteration 75Q: 3 clusters Score -2.075534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 171669 members 
Entering Unmasked Estep 
Score: -20755338.000000 Penalty: 5984.707520
	Iteration 76Q: 3 clusters Score -2.075534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 171677 members 
Entering Unmasked Estep 
Score: -20755314.000000 Penalty: 5984.707520
	Iteration 77Q: 3 clusters Score -2.075531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 171690 members 
Entering Unmasked Estep 
Score: -20755344.000000 Penalty: 5984.707520
	Iteration 78Q: 3 clusters Score -2.075534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 171707 members 
Entering Unmasked Estep 
Score: -20755342.000000 Penalty: 5984.707520
	Iteration 79Q: 3 clusters Score -2.075534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 171717 members 
Entering Unmasked Estep 
Score: -20755328.000000 Penalty: 5984.707520
	Iteration 80F: 3 clusters Score -2.075533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 171726 members 
Entering Unmasked Estep 
Score: -20755344.000000 Penalty: 5984.707520
	Iteration 81Q: 3 clusters Score -2.075534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 171731 members 
Entering Unmasked Estep 
Score: -20755352.000000 Penalty: 5984.707520
	Iteration 82Q: 3 clusters Score -2.075535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 171734 members 
Entering Unmasked Estep 
Score: -20755358.000000 Penalty: 5984.707520
	Iteration 83Q: 3 clusters Score -2.075536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 171739 members 
Entering Unmasked Estep 
Score: -20755342.000000 Penalty: 5984.707520
	Iteration 84Q: 3 clusters Score -2.075534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 171745 members 
Entering Unmasked Estep 
Score: -20755346.000000 Penalty: 5984.707520
	Iteration 85Q: 3 clusters Score -2.075535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 171746 members 
Entering Unmasked Estep 
Score: -20755332.000000 Penalty: 5984.707520
	Iteration 86Q: 3 clusters Score -2.075533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 171749 members 
Entering Unmasked Estep 
Score: -20755318.000000 Penalty: 5984.707520
	Iteration 87Q: 3 clusters Score -2.075532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 171754 members 
Entering Unmasked Estep 
Score: -20755316.000000 Penalty: 5984.707520
	Iteration 88Q: 3 clusters Score -2.075532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 171758 members 
Entering Unmasked Estep 
Score: -20755326.000000 Penalty: 5984.707520
	Iteration 89Q: 3 clusters Score -2.075533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 171762 members 
Entering Unmasked Estep 
Score: -20755312.000000 Penalty: 5984.707520
	Iteration 90Q: 3 clusters Score -2.075531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 171765 members 
Entering Unmasked Estep 
Score: -20755308.000000 Penalty: 5984.707520
	Iteration 91Q: 3 clusters Score -2.075531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 171767 members 
Entering Unmasked Estep 
Score: -20755304.000000 Penalty: 5984.707520
	Iteration 92Q: 3 clusters Score -2.07553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 171768 members 
Entering Unmasked Estep 
Score: -20755306.000000 Penalty: 5984.707520
	Iteration 93Q: 3 clusters Score -2.075531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 171768 members 
Entering Unmasked Estep 
Score: -20755306.000000 Penalty: 5984.707520
	Iteration 94F: 3 clusters Score -2.075531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (90136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Entering Unmasked Estep 
Score: -10694613.000000 Penalty: 2829.450439
	Iteration 0F: 2 clusters Score -1.069461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -10634429.000000 Penalty: 5658.900879
	Iteration 0F: 3 clusters Score -1.063443e+07 nChanged 42497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -10658650.000000 Penalty: 5658.900879
	Iteration 1F: 3 clusters Score -1.065865e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -10659845.000000 Penalty: 5658.900879
	Iteration 2Q: 3 clusters Score -1.065984e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -10661714.000000 Penalty: 5658.900879
	Iteration 3Q: 3 clusters Score -1.066171e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -10664504.000000 Penalty: 5658.900879
	Iteration 4F: 3 clusters Score -1.06645e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -10668942.000000 Penalty: 5658.900879
	Iteration 5F: 3 clusters Score -1.066894e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -10674755.000000 Penalty: 5658.900879
	Iteration 6F: 3 clusters Score -1.067476e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 73762 members 
Entering Unmasked Estep 
Score: -10680536.000000 Penalty: 5658.900879
	Iteration 7F: 3 clusters Score -1.068054e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -10685080.000000 Penalty: 5658.900879
	Iteration 8F: 3 clusters Score -1.068508e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 81799 members 
Entering Unmasked Estep 
Score: -10687966.000000 Penalty: 5658.900879
	Iteration 9Q: 3 clusters Score -1.068797e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 84149 members 
Entering Unmasked Estep 
Score: -10689759.000000 Penalty: 5658.900879
	Iteration 10Q: 3 clusters Score -1.068976e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -10690890.000000 Penalty: 5658.900879
	Iteration 11Q: 3 clusters Score -1.069089e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -10691591.000000 Penalty: 5658.900879
	Iteration 12Q: 3 clusters Score -1.069159e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -10692010.000000 Penalty: 5658.900879
	Iteration 13Q: 3 clusters Score -1.069201e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -10692251.000000 Penalty: 5658.900879
	Iteration 14Q: 3 clusters Score -1.069225e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 88244 members 
Entering Unmasked Estep 
Score: -10692396.000000 Penalty: 5658.900879
	Iteration 15Q: 3 clusters Score -1.06924e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -10692536.000000 Penalty: 5658.900879
	Iteration 16Q: 3 clusters Score -1.069254e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 88569 members 
Entering Unmasked Estep 
Score: -10692593.000000 Penalty: 5658.900879
	Iteration 17Q: 3 clusters Score -1.069259e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 88643 members 
Entering Unmasked Estep 
Score: -10692617.000000 Penalty: 5658.900879
	Iteration 18Q: 3 clusters Score -1.069262e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 88704 members 
Entering Unmasked Estep 
Score: -10692649.000000 Penalty: 5658.900879
	Iteration 19Q: 3 clusters Score -1.069265e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
Score: -10692654.000000 Penalty: 5658.900879
	Iteration 20F: 3 clusters Score -1.069265e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 88788 members 
Entering Unmasked Estep 
Score: -10692651.000000 Penalty: 5658.900879
	Iteration 21Q: 3 clusters Score -1.069265e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -10692656.000000 Penalty: 5658.900879
	Iteration 22Q: 3 clusters Score -1.069266e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -10692659.000000 Penalty: 5658.900879
	Iteration 23Q: 3 clusters Score -1.069266e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 88852 members 
Entering Unmasked Estep 
Score: -10692674.000000 Penalty: 5658.900879
	Iteration 24Q: 3 clusters Score -1.069267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 88865 members 
Entering Unmasked Estep 
Score: -10692676.000000 Penalty: 5658.900879
	Iteration 25Q: 3 clusters Score -1.069268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -10692685.000000 Penalty: 5658.900879
	Iteration 26Q: 3 clusters Score -1.069268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 88892 members 
Entering Unmasked Estep 
Score: -10692674.000000 Penalty: 5658.900879
	Iteration 27Q: 3 clusters Score -1.069267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -10692679.000000 Penalty: 5658.900879
	Iteration 28Q: 3 clusters Score -1.069268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 88907 members 
Entering Unmasked Estep 
Score: -10692687.000000 Penalty: 5658.900879
	Iteration 29Q: 3 clusters Score -1.069269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -10692683.000000 Penalty: 5658.900879
	Iteration 30Q: 3 clusters Score -1.069268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -10692686.000000 Penalty: 5658.900879
	Iteration 31Q: 3 clusters Score -1.069269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -10692683.000000 Penalty: 5658.900879
	Iteration 32Q: 3 clusters Score -1.069268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 88927 members 
Entering Unmasked Estep 
Score: -10692691.000000 Penalty: 5658.900879
	Iteration 33Q: 3 clusters Score -1.069269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 88929 members 
Entering Unmasked Estep 
Score: -10692694.000000 Penalty: 5658.900879
	Iteration 34Q: 3 clusters Score -1.069269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -10692695.000000 Penalty: 5658.900879
	Iteration 35Q: 3 clusters Score -1.06927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 88939 members 
Entering Unmasked Estep 
Score: -10692695.000000 Penalty: 5658.900879
	Iteration 36Q: 3 clusters Score -1.06927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -10692700.000000 Penalty: 5658.900879
	Iteration 37Q: 3 clusters Score -1.06927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 88949 members 
Entering Unmasked Estep 
Score: -10692705.000000 Penalty: 5658.900879
	Iteration 38Q: 3 clusters Score -1.06927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 88951 members 
Entering Unmasked Estep 
Score: -10692707.000000 Penalty: 5658.900879
	Iteration 39Q: 3 clusters Score -1.069271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -10692703.000000 Penalty: 5658.900879
	Iteration 40F: 3 clusters Score -1.06927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -10692708.000000 Penalty: 5658.900879
	Iteration 41Q: 3 clusters Score -1.069271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -10692703.000000 Penalty: 5658.900879
	Iteration 42Q: 3 clusters Score -1.06927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -10692699.000000 Penalty: 5658.900879
	Iteration 43Q: 3 clusters Score -1.06927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -10692699.000000 Penalty: 5658.900879
	Iteration 44F: 3 clusters Score -1.06927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Entering Unmasked Estep 
Score: -4138670.500000 Penalty: 2593.521240
	Iteration 0F: 2 clusters Score -4138670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -4115169.000000 Penalty: 5187.042480
	Iteration 0F: 3 clusters Score -4115169 nChanged 15669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4124004.250000 Penalty: 5187.042480
	Iteration 1F: 3 clusters Score -4124004 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -4124833.250000 Penalty: 5187.042480
	Iteration 2F: 3 clusters Score -4124833 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -4125809.250000 Penalty: 5187.042480
	Iteration 3F: 3 clusters Score -4125809 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -4126964.250000 Penalty: 5187.042480
	Iteration 4F: 3 clusters Score -4126964 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -4128458.250000 Penalty: 5187.042480
	Iteration 5F: 3 clusters Score -4128458 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -4130073.000000 Penalty: 5187.042480
	Iteration 6F: 3 clusters Score -4130073 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -4131799.500000 Penalty: 5187.042480
	Iteration 7F: 3 clusters Score -4131800 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -4133342.750000 Penalty: 5187.042480
	Iteration 8F: 3 clusters Score -4133343 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4134498.750000 Penalty: 5187.042480
	Iteration 9Q: 3 clusters Score -4134499 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -4135308.000000 Penalty: 5187.042480
	Iteration 10Q: 3 clusters Score -4135308 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -4135807.000000 Penalty: 5187.042480
	Iteration 11Q: 3 clusters Score -4135807 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -4136072.000000 Penalty: 5187.042480
	Iteration 12Q: 3 clusters Score -4136072 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -4136267.750000 Penalty: 5187.042480
	Iteration 13Q: 3 clusters Score -4136268 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -4136366.750000 Penalty: 5187.042480
	Iteration 14Q: 3 clusters Score -4136367 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4136435.250000 Penalty: 5187.042480
	Iteration 15Q: 3 clusters Score -4136435 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -4136469.750000 Penalty: 5187.042480
	Iteration 16Q: 3 clusters Score -4136470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -4136512.000000 Penalty: 5187.042480
	Iteration 17Q: 3 clusters Score -4136512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -4136530.750000 Penalty: 5187.042480
	Iteration 18Q: 3 clusters Score -4136531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4136548.750000 Penalty: 5187.042480
	Iteration 19Q: 3 clusters Score -4136549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4136565.750000 Penalty: 5187.042480
	Iteration 20F: 3 clusters Score -4136566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -4136573.500000 Penalty: 5187.042480
	Iteration 21Q: 3 clusters Score -4136574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -4136588.500000 Penalty: 5187.042480
	Iteration 22Q: 3 clusters Score -4136588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4136590.750000 Penalty: 5187.042480
	Iteration 23Q: 3 clusters Score -4136591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -4136605.250000 Penalty: 5187.042480
	Iteration 24Q: 3 clusters Score -4136605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -4136617.250000 Penalty: 5187.042480
	Iteration 25Q: 3 clusters Score -4136617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -4136619.000000 Penalty: 5187.042480
	Iteration 26Q: 3 clusters Score -4136619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -4136618.500000 Penalty: 5187.042480
	Iteration 27Q: 3 clusters Score -4136618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -4136629.500000 Penalty: 5187.042480
	Iteration 28Q: 3 clusters Score -4136630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -4136635.500000 Penalty: 5187.042480
	Iteration 29Q: 3 clusters Score -4136636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -4136639.750000 Penalty: 5187.042480
	Iteration 30Q: 3 clusters Score -4136640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -4136645.000000 Penalty: 5187.042480
	Iteration 31Q: 3 clusters Score -4136645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -4136655.500000 Penalty: 5187.042480
	Iteration 32Q: 3 clusters Score -4136656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -4136655.750000 Penalty: 5187.042480
	Iteration 33Q: 3 clusters Score -4136656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -4136654.250000 Penalty: 5187.042480
	Iteration 34Q: 3 clusters Score -4136654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4136655.250000 Penalty: 5187.042480
	Iteration 35Q: 3 clusters Score -4136655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4136655.500000 Penalty: 5187.042480
	Iteration 36Q: 3 clusters Score -4136656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4136659.250000 Penalty: 5187.042480
	Iteration 37Q: 3 clusters Score -4136659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4136659.250000 Penalty: 5187.042480
	Iteration 38F: 3 clusters Score -4136659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Entering Unmasked Estep 
Score: -683954.687500 Penalty: 2145.541016
	Iteration 0F: 2 clusters Score -683954.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -678946.250000 Penalty: 4291.082031
	Iteration 0F: 3 clusters Score -678946.2 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -680172.312500 Penalty: 4291.082031
	Iteration 1F: 3 clusters Score -680172.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -680410.250000 Penalty: 4291.082031
	Iteration 2F: 3 clusters Score -680410.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -680536.625000 Penalty: 4291.082031
	Iteration 3Q: 3 clusters Score -680536.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -680637.812500 Penalty: 4291.082031
	Iteration 4Q: 3 clusters Score -680637.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -680716.125000 Penalty: 4291.082031
	Iteration 5Q: 3 clusters Score -680716.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -680776.500000 Penalty: 4291.082031
	Iteration 6Q: 3 clusters Score -680776.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -680833.250000 Penalty: 4291.082031
	Iteration 7Q: 3 clusters Score -680833.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -680891.937500 Penalty: 4291.082031
	Iteration 8Q: 3 clusters Score -680891.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -680946.375000 Penalty: 4291.082031
	Iteration 9Q: 3 clusters Score -680946.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -681007.250000 Penalty: 4291.082031
	Iteration 10Q: 3 clusters Score -681007.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -681067.437500 Penalty: 4291.082031
	Iteration 11Q: 3 clusters Score -681067.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -681128.187500 Penalty: 4291.082031
	Iteration 12Q: 3 clusters Score -681128.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -681179.625000 Penalty: 4291.082031
	Iteration 13Q: 3 clusters Score -681179.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -681227.625000 Penalty: 4291.082031
	Iteration 14Q: 3 clusters Score -681227.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -681273.812500 Penalty: 4291.082031
	Iteration 15Q: 3 clusters Score -681273.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -681329.250000 Penalty: 4291.082031
	Iteration 16Q: 3 clusters Score -681329.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -681390.187500 Penalty: 4291.082031
	Iteration 17Q: 3 clusters Score -681390.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -681445.312500 Penalty: 4291.082031
	Iteration 18Q: 3 clusters Score -681445.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -681499.000000 Penalty: 4291.082031
	Iteration 19Q: 3 clusters Score -681499 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -681550.312500 Penalty: 4291.082031
	Iteration 20F: 3 clusters Score -681550.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -681608.375000 Penalty: 4291.082031
	Iteration 21Q: 3 clusters Score -681608.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -681665.187500 Penalty: 4291.082031
	Iteration 22Q: 3 clusters Score -681665.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -681735.375000 Penalty: 4291.082031
	Iteration 23Q: 3 clusters Score -681735.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -681786.000000 Penalty: 4291.082031
	Iteration 24Q: 3 clusters Score -681786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -681826.062500 Penalty: 4291.082031
	Iteration 25Q: 3 clusters Score -681826.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -681850.500000 Penalty: 4291.082031
	Iteration 26Q: 3 clusters Score -681850.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -681872.812500 Penalty: 4291.082031
	Iteration 27Q: 3 clusters Score -681872.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -681893.687500 Penalty: 4291.082031
	Iteration 28Q: 3 clusters Score -681893.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -681906.750000 Penalty: 4291.082031
	Iteration 29Q: 3 clusters Score -681906.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -681916.687500 Penalty: 4291.082031
	Iteration 30Q: 3 clusters Score -681916.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -681927.250000 Penalty: 4291.082031
	Iteration 31Q: 3 clusters Score -681927.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -681941.062500 Penalty: 4291.082031
	Iteration 32Q: 3 clusters Score -681941.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -681952.875000 Penalty: 4291.082031
	Iteration 33Q: 3 clusters Score -681952.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -681965.375000 Penalty: 4291.082031
	Iteration 34Q: 3 clusters Score -681965.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -681973.812500 Penalty: 4291.082031
	Iteration 35Q: 3 clusters Score -681973.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -681980.500000 Penalty: 4291.082031
	Iteration 36Q: 3 clusters Score -681980.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -681985.312500 Penalty: 4291.082031
	Iteration 37Q: 3 clusters Score -681985.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -681989.875000 Penalty: 4291.082031
	Iteration 38Q: 3 clusters Score -681989.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -681993.500000 Penalty: 4291.082031
	Iteration 39Q: 3 clusters Score -681993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -681995.125000 Penalty: 4291.082031
	Iteration 40F: 3 clusters Score -681995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -681997.187500 Penalty: 4291.082031
	Iteration 41Q: 3 clusters Score -681997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -681998.437500 Penalty: 4291.082031
	Iteration 42Q: 3 clusters Score -681998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -681997.750000 Penalty: 4291.082031
	Iteration 43Q: 3 clusters Score -681997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -681999.437500 Penalty: 4291.082031
	Iteration 44Q: 3 clusters Score -681999.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -681998.750000 Penalty: 4291.082031
	Iteration 45Q: 3 clusters Score -681998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -681998.750000 Penalty: 4291.082031
	Iteration 46F: 3 clusters Score -681998.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (174004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174004 members 
Entering Unmasked Estep 
Score: -20546290.000000 Penalty: 2992.574707
	Iteration 0F: 2 clusters Score -2.054629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87123 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -20430158.000000 Penalty: 5985.149414
	Iteration 0F: 3 clusters Score -2.043016e+07 nChanged 83464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 84507 members 
Entering Unmasked Estep 
Score: -20479042.000000 Penalty: 5985.149414
	Iteration 1F: 3 clusters Score -2.047904e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -20480068.000000 Penalty: 5985.149414
	Iteration 2Q: 3 clusters Score -2.048007e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93025 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
Score: -20481310.000000 Penalty: 5985.149414
	Iteration 3Q: 3 clusters Score -2.048131e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96343 members 
Mstep: Class 2 contains 77661 members 
Entering Unmasked Estep 
Score: -20482938.000000 Penalty: 5985.149414
	Iteration 4Q: 3 clusters Score -2.048294e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -20485378.000000 Penalty: 5985.149414
	Iteration 5Q: 3 clusters Score -2.048538e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108741 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -20489320.000000 Penalty: 5985.149414
	Iteration 6Q: 3 clusters Score -2.048932e+07 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118826 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -20495776.000000 Penalty: 5985.149414
	Iteration 7F: 3 clusters Score -2.049578e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131312 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -20505326.000000 Penalty: 5985.149414
	Iteration 8F: 3 clusters Score -2.050533e+07 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144993 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -20517144.000000 Penalty: 5985.149414
	Iteration 9F: 3 clusters Score -2.051714e+07 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157091 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -20528212.000000 Penalty: 5985.149414
	Iteration 10F: 3 clusters Score -2.052821e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165573 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -20535788.000000 Penalty: 5985.149414
	Iteration 11Q: 3 clusters Score -2.053579e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170348 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -20540270.000000 Penalty: 5985.149414
	Iteration 12Q: 3 clusters Score -2.054027e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172480 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -20542300.000000 Penalty: 5985.149414
	Iteration 13Q: 3 clusters Score -2.05423e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173271 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -20543078.000000 Penalty: 5985.149414
	Iteration 14Q: 3 clusters Score -2.054308e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173544 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -20543352.000000 Penalty: 5985.149414
	Iteration 15Q: 3 clusters Score -2.054335e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173627 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -20543462.000000 Penalty: 5985.149414
	Iteration 16Q: 3 clusters Score -2.054346e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173660 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20543528.000000 Penalty: 5985.149414
	Iteration 17Q: 3 clusters Score -2.054353e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173682 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -20543550.000000 Penalty: 5985.149414
	Iteration 18Q: 3 clusters Score -2.054355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173686 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20543582.000000 Penalty: 5985.149414
	Iteration 19Q: 3 clusters Score -2.054358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173693 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20543592.000000 Penalty: 5985.149414
	Iteration 20F: 3 clusters Score -2.054359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173697 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -20543604.000000 Penalty: 5985.149414
	Iteration 21Q: 3 clusters Score -2.05436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173705 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20543618.000000 Penalty: 5985.149414
	Iteration 22Q: 3 clusters Score -2.054362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173708 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20543610.000000 Penalty: 5985.149414
	Iteration 23Q: 3 clusters Score -2.054361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173707 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20543614.000000 Penalty: 5985.149414
	Iteration 24Q: 3 clusters Score -2.054361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173710 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20543626.000000 Penalty: 5985.149414
	Iteration 25Q: 3 clusters Score -2.054363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173711 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20543626.000000 Penalty: 5985.149414
	Iteration 26Q: 3 clusters Score -2.054363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173712 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20543622.000000 Penalty: 5985.149414
	Iteration 27Q: 3 clusters Score -2.054362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173711 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20543630.000000 Penalty: 5985.149414
	Iteration 28Q: 3 clusters Score -2.054363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173711 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20543630.000000 Penalty: 5985.149414
	Iteration 29F: 3 clusters Score -2.054363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Entering Unmasked Estep 
Score: -2853312.250000 Penalty: 2509.172363
	Iteration 0F: 2 clusters Score -2853312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2836229.500000 Penalty: 5018.344727
	Iteration 0F: 3 clusters Score -2836230 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2842345.500000 Penalty: 5018.344727
	Iteration 1F: 3 clusters Score -2842346 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2842882.250000 Penalty: 5018.344727
	Iteration 2F: 3 clusters Score -2842882 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2843451.250000 Penalty: 5018.344727
	Iteration 3Q: 3 clusters Score -2843451 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2844116.250000 Penalty: 5018.344727
	Iteration 4Q: 3 clusters Score -2844116 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2845031.750000 Penalty: 5018.344727
	Iteration 5Q: 3 clusters Score -2845032 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2845960.500000 Penalty: 5018.344727
	Iteration 6Q: 3 clusters Score -2845960 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2846842.000000 Penalty: 5018.344727
	Iteration 7Q: 3 clusters Score -2846842 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2847630.500000 Penalty: 5018.344727
	Iteration 8Q: 3 clusters Score -2847630 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2848278.000000 Penalty: 5018.344727
	Iteration 9Q: 3 clusters Score -2848278 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2848846.750000 Penalty: 5018.344727
	Iteration 10Q: 3 clusters Score -2848847 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2849339.250000 Penalty: 5018.344727
	Iteration 11Q: 3 clusters Score -2849339 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2849695.750000 Penalty: 5018.344727
	Iteration 12Q: 3 clusters Score -2849696 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2849993.000000 Penalty: 5018.344727
	Iteration 13Q: 3 clusters Score -2849993 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2850236.000000 Penalty: 5018.344727
	Iteration 14Q: 3 clusters Score -2850236 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2850398.000000 Penalty: 5018.344727
	Iteration 15Q: 3 clusters Score -2850398 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2850521.000000 Penalty: 5018.344727
	Iteration 16Q: 3 clusters Score -2850521 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2850624.750000 Penalty: 5018.344727
	Iteration 17Q: 3 clusters Score -2850625 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2850728.750000 Penalty: 5018.344727
	Iteration 18Q: 3 clusters Score -2850729 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2850804.250000 Penalty: 5018.344727
	Iteration 19Q: 3 clusters Score -2850804 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2850878.750000 Penalty: 5018.344727
	Iteration 20F: 3 clusters Score -2850879 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2850916.750000 Penalty: 5018.344727
	Iteration 21Q: 3 clusters Score -2850917 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2850958.250000 Penalty: 5018.344727
	Iteration 22Q: 3 clusters Score -2850958 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2850973.500000 Penalty: 5018.344727
	Iteration 23Q: 3 clusters Score -2850974 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2851004.250000 Penalty: 5018.344727
	Iteration 24Q: 3 clusters Score -2851004 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2851024.000000 Penalty: 5018.344727
	Iteration 25Q: 3 clusters Score -2851024 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2851050.250000 Penalty: 5018.344727
	Iteration 26Q: 3 clusters Score -2851050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2851069.750000 Penalty: 5018.344727
	Iteration 27Q: 3 clusters Score -2851070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2851090.500000 Penalty: 5018.344727
	Iteration 28Q: 3 clusters Score -2851090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2851118.250000 Penalty: 5018.344727
	Iteration 29Q: 3 clusters Score -2851118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2851130.750000 Penalty: 5018.344727
	Iteration 30Q: 3 clusters Score -2851131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2851140.750000 Penalty: 5018.344727
	Iteration 31Q: 3 clusters Score -2851141 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2851148.000000 Penalty: 5018.344727
	Iteration 32Q: 3 clusters Score -2851148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2851161.000000 Penalty: 5018.344727
	Iteration 33Q: 3 clusters Score -2851161 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2851169.750000 Penalty: 5018.344727
	Iteration 34Q: 3 clusters Score -2851170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2851180.250000 Penalty: 5018.344727
	Iteration 35Q: 3 clusters Score -2851180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2851188.750000 Penalty: 5018.344727
	Iteration 36Q: 3 clusters Score -2851189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2851197.750000 Penalty: 5018.344727
	Iteration 37Q: 3 clusters Score -2851198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2851199.250000 Penalty: 5018.344727
	Iteration 38Q: 3 clusters Score -2851199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2851209.250000 Penalty: 5018.344727
	Iteration 39Q: 3 clusters Score -2851209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2851210.000000 Penalty: 5018.344727
	Iteration 40F: 3 clusters Score -2851210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2851220.500000 Penalty: 5018.344727
	Iteration 41Q: 3 clusters Score -2851220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2851220.000000 Penalty: 5018.344727
	Iteration 42Q: 3 clusters Score -2851220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2851226.250000 Penalty: 5018.344727
	Iteration 43Q: 3 clusters Score -2851226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2851238.500000 Penalty: 5018.344727
	Iteration 44Q: 3 clusters Score -2851238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2851241.750000 Penalty: 5018.344727
	Iteration 45Q: 3 clusters Score -2851242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2851242.000000 Penalty: 5018.344727
	Iteration 46Q: 3 clusters Score -2851242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2851243.000000 Penalty: 5018.344727
	Iteration 47Q: 3 clusters Score -2851243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2851240.250000 Penalty: 5018.344727
	Iteration 48Q: 3 clusters Score -2851240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2851241.250000 Penalty: 5018.344727
	Iteration 49Q: 3 clusters Score -2851241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2851240.500000 Penalty: 5018.344727
	Iteration 50Q: 3 clusters Score -2851240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2851248.250000 Penalty: 5018.344727
	Iteration 51Q: 3 clusters Score -2851248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2851253.500000 Penalty: 5018.344727
	Iteration 52Q: 3 clusters Score -2851254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2851249.250000 Penalty: 5018.344727
	Iteration 53Q: 3 clusters Score -2851249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2851248.750000 Penalty: 5018.344727
	Iteration 54Q: 3 clusters Score -2851249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2851256.500000 Penalty: 5018.344727
	Iteration 55Q: 3 clusters Score -2851256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2851258.750000 Penalty: 5018.344727
	Iteration 56Q: 3 clusters Score -2851259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2851259.750000 Penalty: 5018.344727
	Iteration 57Q: 3 clusters Score -2851260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2851261.250000 Penalty: 5018.344727
	Iteration 58Q: 3 clusters Score -2851261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2851268.750000 Penalty: 5018.344727
	Iteration 59Q: 3 clusters Score -2851269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2851271.000000 Penalty: 5018.344727
	Iteration 60F: 3 clusters Score -2851271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2851276.250000 Penalty: 5018.344727
	Iteration 61Q: 3 clusters Score -2851276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2851278.250000 Penalty: 5018.344727
	Iteration 62Q: 3 clusters Score -2851278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2851280.250000 Penalty: 5018.344727
	Iteration 63Q: 3 clusters Score -2851280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2851283.750000 Penalty: 5018.344727
	Iteration 64Q: 3 clusters Score -2851284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2851284.250000 Penalty: 5018.344727
	Iteration 65Q: 3 clusters Score -2851284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2851285.250000 Penalty: 5018.344727
	Iteration 66Q: 3 clusters Score -2851285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2851282.000000 Penalty: 5018.344727
	Iteration 67Q: 3 clusters Score -2851282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2851288.000000 Penalty: 5018.344727
	Iteration 68Q: 3 clusters Score -2851288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2851292.000000 Penalty: 5018.344727
	Iteration 69Q: 3 clusters Score -2851292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2851297.000000 Penalty: 5018.344727
	Iteration 70Q: 3 clusters Score -2851297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2851297.250000 Penalty: 5018.344727
	Iteration 71Q: 3 clusters Score -2851297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2851303.250000 Penalty: 5018.344727
	Iteration 72Q: 3 clusters Score -2851303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2851300.500000 Penalty: 5018.344727
	Iteration 73Q: 3 clusters Score -2851300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2851299.250000 Penalty: 5018.344727
	Iteration 74Q: 3 clusters Score -2851299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2851304.500000 Penalty: 5018.344727
	Iteration 75Q: 3 clusters Score -2851304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2851304.750000 Penalty: 5018.344727
	Iteration 76Q: 3 clusters Score -2851305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2851303.250000 Penalty: 5018.344727
	Iteration 77Q: 3 clusters Score -2851303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2851303.250000 Penalty: 5018.344727
	Iteration 78Q: 3 clusters Score -2851303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2851309.250000 Penalty: 5018.344727
	Iteration 79Q: 3 clusters Score -2851309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2851312.000000 Penalty: 5018.344727
	Iteration 80F: 3 clusters Score -2851312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2851314.500000 Penalty: 5018.344727
	Iteration 81Q: 3 clusters Score -2851314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2851315.750000 Penalty: 5018.344727
	Iteration 82Q: 3 clusters Score -2851316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2851317.500000 Penalty: 5018.344727
	Iteration 83Q: 3 clusters Score -2851318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2851322.250000 Penalty: 5018.344727
	Iteration 84Q: 3 clusters Score -2851322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2851322.750000 Penalty: 5018.344727
	Iteration 85Q: 3 clusters Score -2851323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2851332.250000 Penalty: 5018.344727
	Iteration 86Q: 3 clusters Score -2851332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2851334.000000 Penalty: 5018.344727
	Iteration 87Q: 3 clusters Score -2851334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2851337.750000 Penalty: 5018.344727
	Iteration 88Q: 3 clusters Score -2851338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2851344.000000 Penalty: 5018.344727
	Iteration 89Q: 3 clusters Score -2851344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2851347.250000 Penalty: 5018.344727
	Iteration 90Q: 3 clusters Score -2851347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2851349.750000 Penalty: 5018.344727
	Iteration 91Q: 3 clusters Score -2851350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2851348.000000 Penalty: 5018.344727
	Iteration 92Q: 3 clusters Score -2851348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2851348.000000 Penalty: 5018.344727
	Iteration 93F: 3 clusters Score -2851348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Entering Unmasked Estep 
Score: -1243465.250000 Penalty: 2318.846924
	Iteration 0F: 2 clusters Score -1243465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1234890.250000 Penalty: 4637.693848
	Iteration 0F: 3 clusters Score -1234890 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1237690.750000 Penalty: 4637.693848
	Iteration 1F: 3 clusters Score -1237691 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1238369.125000 Penalty: 4637.693848
	Iteration 2F: 3 clusters Score -1238369 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1239194.750000 Penalty: 4637.693848
	Iteration 3F: 3 clusters Score -1239195 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1240034.250000 Penalty: 4637.693848
	Iteration 4F: 3 clusters Score -1240034 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1240659.000000 Penalty: 4637.693848
	Iteration 5F: 3 clusters Score -1240659 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1241090.000000 Penalty: 4637.693848
	Iteration 6F: 3 clusters Score -1241090 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1241383.125000 Penalty: 4637.693848
	Iteration 7Q: 3 clusters Score -1241383 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1241591.250000 Penalty: 4637.693848
	Iteration 8Q: 3 clusters Score -1241591 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1241734.000000 Penalty: 4637.693848
	Iteration 9Q: 3 clusters Score -1241734 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1241829.500000 Penalty: 4637.693848
	Iteration 10Q: 3 clusters Score -1241830 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1241902.750000 Penalty: 4637.693848
	Iteration 11Q: 3 clusters Score -1241903 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1241981.125000 Penalty: 4637.693848
	Iteration 12Q: 3 clusters Score -1241981 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1242072.125000 Penalty: 4637.693848
	Iteration 13Q: 3 clusters Score -1242072 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1242147.875000 Penalty: 4637.693848
	Iteration 14Q: 3 clusters Score -1242148 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1242208.625000 Penalty: 4637.693848
	Iteration 15Q: 3 clusters Score -1242209 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1242245.125000 Penalty: 4637.693848
	Iteration 16Q: 3 clusters Score -1242245 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1242281.125000 Penalty: 4637.693848
	Iteration 17Q: 3 clusters Score -1242281 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1242314.875000 Penalty: 4637.693848
	Iteration 18Q: 3 clusters Score -1242315 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1242352.250000 Penalty: 4637.693848
	Iteration 19Q: 3 clusters Score -1242352 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1242374.625000 Penalty: 4637.693848
	Iteration 20F: 3 clusters Score -1242375 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1242400.125000 Penalty: 4637.693848
	Iteration 21Q: 3 clusters Score -1242400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1242421.375000 Penalty: 4637.693848
	Iteration 22Q: 3 clusters Score -1242421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1242437.500000 Penalty: 4637.693848
	Iteration 23Q: 3 clusters Score -1242438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1242456.625000 Penalty: 4637.693848
	Iteration 24Q: 3 clusters Score -1242457 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1242483.875000 Penalty: 4637.693848
	Iteration 25Q: 3 clusters Score -1242484 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1242514.250000 Penalty: 4637.693848
	Iteration 26Q: 3 clusters Score -1242514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1242550.250000 Penalty: 4637.693848
	Iteration 27Q: 3 clusters Score -1242550 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1242592.875000 Penalty: 4637.693848
	Iteration 28Q: 3 clusters Score -1242593 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1242642.500000 Penalty: 4637.693848
	Iteration 29Q: 3 clusters Score -1242642 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1242698.875000 Penalty: 4637.693848
	Iteration 30Q: 3 clusters Score -1242699 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1242746.000000 Penalty: 4637.693848
	Iteration 31Q: 3 clusters Score -1242746 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1242803.375000 Penalty: 4637.693848
	Iteration 32Q: 3 clusters Score -1242803 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1242858.500000 Penalty: 4637.693848
	Iteration 33Q: 3 clusters Score -1242858 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1242918.000000 Penalty: 4637.693848
	Iteration 34Q: 3 clusters Score -1242918 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1242979.375000 Penalty: 4637.693848
	Iteration 35Q: 3 clusters Score -1242979 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1243024.750000 Penalty: 4637.693848
	Iteration 36Q: 3 clusters Score -1243025 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1243055.625000 Penalty: 4637.693848
	Iteration 37Q: 3 clusters Score -1243056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1243078.750000 Penalty: 4637.693848
	Iteration 38Q: 3 clusters Score -1243079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1243093.125000 Penalty: 4637.693848
	Iteration 39Q: 3 clusters Score -1243093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1243103.375000 Penalty: 4637.693848
	Iteration 40F: 3 clusters Score -1243103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1243114.500000 Penalty: 4637.693848
	Iteration 41Q: 3 clusters Score -1243114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1243120.000000 Penalty: 4637.693848
	Iteration 42Q: 3 clusters Score -1243120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1243125.250000 Penalty: 4637.693848
	Iteration 43Q: 3 clusters Score -1243125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1243131.625000 Penalty: 4637.693848
	Iteration 44Q: 3 clusters Score -1243132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1243135.500000 Penalty: 4637.693848
	Iteration 45Q: 3 clusters Score -1243136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1243142.750000 Penalty: 4637.693848
	Iteration 46Q: 3 clusters Score -1243143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1243146.250000 Penalty: 4637.693848
	Iteration 47Q: 3 clusters Score -1243146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1243145.125000 Penalty: 4637.693848
	Iteration 48Q: 3 clusters Score -1243145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1243145.375000 Penalty: 4637.693848
	Iteration 49Q: 3 clusters Score -1243145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1243146.875000 Penalty: 4637.693848
	Iteration 50Q: 3 clusters Score -1243147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1243146.500000 Penalty: 4637.693848
	Iteration 51Q: 3 clusters Score -1243146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1243148.500000 Penalty: 4637.693848
	Iteration 52Q: 3 clusters Score -1243148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1243149.125000 Penalty: 4637.693848
	Iteration 53Q: 3 clusters Score -1243149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1243154.750000 Penalty: 4637.693848
	Iteration 54Q: 3 clusters Score -1243155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1243153.875000 Penalty: 4637.693848
	Iteration 55Q: 3 clusters Score -1243154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1243156.500000 Penalty: 4637.693848
	Iteration 56Q: 3 clusters Score -1243156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1243158.750000 Penalty: 4637.693848
	Iteration 57Q: 3 clusters Score -1243159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1243157.250000 Penalty: 4637.693848
	Iteration 58Q: 3 clusters Score -1243157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1243158.250000 Penalty: 4637.693848
	Iteration 59Q: 3 clusters Score -1243158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1243158.125000 Penalty: 4637.693848
	Iteration 60F: 3 clusters Score -1243158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1243159.250000 Penalty: 4637.693848
	Iteration 61Q: 3 clusters Score -1243159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1243158.500000 Penalty: 4637.693848
	Iteration 62Q: 3 clusters Score -1243158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1243159.500000 Penalty: 4637.693848
	Iteration 63Q: 3 clusters Score -1243160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1243161.625000 Penalty: 4637.693848
	Iteration 64Q: 3 clusters Score -1243162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1243163.375000 Penalty: 4637.693848
	Iteration 65Q: 3 clusters Score -1243163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1243163.250000 Penalty: 4637.693848
	Iteration 66Q: 3 clusters Score -1243163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1243166.375000 Penalty: 4637.693848
	Iteration 67Q: 3 clusters Score -1243166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1243165.250000 Penalty: 4637.693848
	Iteration 68Q: 3 clusters Score -1243165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1243164.625000 Penalty: 4637.693848
	Iteration 69Q: 3 clusters Score -1243165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1243165.750000 Penalty: 4637.693848
	Iteration 70Q: 3 clusters Score -1243166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1243165.500000 Penalty: 4637.693848
	Iteration 71Q: 3 clusters Score -1243166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1243164.875000 Penalty: 4637.693848
	Iteration 72Q: 3 clusters Score -1243165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1243165.000000 Penalty: 4637.693848
	Iteration 73Q: 3 clusters Score -1243165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1243165.000000 Penalty: 4637.693848
	Iteration 74Q: 3 clusters Score -1243165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1243165.000000 Penalty: 4637.693848
	Iteration 75F: 3 clusters Score -1243165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Entering Unmasked Estep 
Score: -250978.796875 Penalty: 1912.907837
	Iteration 0F: 2 clusters Score -250978.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -248172.687500 Penalty: 3825.815674
	Iteration 0F: 3 clusters Score -248172.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -248684.687500 Penalty: 3825.815674
	Iteration 1F: 3 clusters Score -248684.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -248819.750000 Penalty: 3825.815674
	Iteration 2F: 3 clusters Score -248819.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -248878.187500 Penalty: 3825.815674
	Iteration 3Q: 3 clusters Score -248878.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -248928.515625 Penalty: 3825.815674
	Iteration 4Q: 3 clusters Score -248928.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -248969.609375 Penalty: 3825.815674
	Iteration 5Q: 3 clusters Score -248969.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -248997.906250 Penalty: 3825.815674
	Iteration 6Q: 3 clusters Score -248997.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -249011.687500 Penalty: 3825.815674
	Iteration 7Q: 3 clusters Score -249011.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -249026.796875 Penalty: 3825.815674
	Iteration 8Q: 3 clusters Score -249026.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -249041.156250 Penalty: 3825.815674
	Iteration 9Q: 3 clusters Score -249041.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -249057.250000 Penalty: 3825.815674
	Iteration 10Q: 3 clusters Score -249057.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -249077.562500 Penalty: 3825.815674
	Iteration 11Q: 3 clusters Score -249077.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -249090.046875 Penalty: 3825.815674
	Iteration 12Q: 3 clusters Score -249090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -249101.640625 Penalty: 3825.815674
	Iteration 13Q: 3 clusters Score -249101.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -249110.390625 Penalty: 3825.815674
	Iteration 14Q: 3 clusters Score -249110.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -249117.453125 Penalty: 3825.815674
	Iteration 15Q: 3 clusters Score -249117.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -249127.609375 Penalty: 3825.815674
	Iteration 16Q: 3 clusters Score -249127.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -249140.109375 Penalty: 3825.815674
	Iteration 17Q: 3 clusters Score -249140.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -249156.859375 Penalty: 3825.815674
	Iteration 18Q: 3 clusters Score -249156.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -249177.437500 Penalty: 3825.815674
	Iteration 19Q: 3 clusters Score -249177.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -249192.593750 Penalty: 3825.815674
	Iteration 20F: 3 clusters Score -249192.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -249211.656250 Penalty: 3825.815674
	Iteration 21Q: 3 clusters Score -249211.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -249234.796875 Penalty: 3825.815674
	Iteration 22Q: 3 clusters Score -249234.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -249261.046875 Penalty: 3825.815674
	Iteration 23Q: 3 clusters Score -249261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -249285.625000 Penalty: 3825.815674
	Iteration 24Q: 3 clusters Score -249285.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -249308.500000 Penalty: 3825.815674
	Iteration 25Q: 3 clusters Score -249308.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -249330.234375 Penalty: 3825.815674
	Iteration 26Q: 3 clusters Score -249330.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -249352.625000 Penalty: 3825.815674
	Iteration 27Q: 3 clusters Score -249352.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -249375.390625 Penalty: 3825.815674
	Iteration 28Q: 3 clusters Score -249375.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -249389.578125 Penalty: 3825.815674
	Iteration 29Q: 3 clusters Score -249389.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -249397.546875 Penalty: 3825.815674
	Iteration 30Q: 3 clusters Score -249397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -249400.546875 Penalty: 3825.815674
	Iteration 31Q: 3 clusters Score -249400.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -249402.250000 Penalty: 3825.815674
	Iteration 32Q: 3 clusters Score -249402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -249402.625000 Penalty: 3825.815674
	Iteration 33Q: 3 clusters Score -249402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -249403.093750 Penalty: 3825.815674
	Iteration 34Q: 3 clusters Score -249403.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -249405.875000 Penalty: 3825.815674
	Iteration 35Q: 3 clusters Score -249405.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -249408.328125 Penalty: 3825.815674
	Iteration 36Q: 3 clusters Score -249408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -249410.796875 Penalty: 3825.815674
	Iteration 37Q: 3 clusters Score -249410.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -249412.328125 Penalty: 3825.815674
	Iteration 38Q: 3 clusters Score -249412.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -249412.328125 Penalty: 3825.815674
	Iteration 39F: 3 clusters Score -249412.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Entering Unmasked Estep 
Score: -988052.125000 Penalty: 2237.176514
	Iteration 0F: 2 clusters Score -988052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -981498.000000 Penalty: 4474.353027
	Iteration 0F: 3 clusters Score -981498 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -983328.625000 Penalty: 4474.353027
	Iteration 1F: 3 clusters Score -983328.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -983633.500000 Penalty: 4474.353027
	Iteration 2F: 3 clusters Score -983633.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -983846.187500 Penalty: 4474.353027
	Iteration 3F: 3 clusters Score -983846.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -984033.625000 Penalty: 4474.353027
	Iteration 4Q: 3 clusters Score -984033.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -984210.562500 Penalty: 4474.353027
	Iteration 5Q: 3 clusters Score -984210.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -984414.312500 Penalty: 4474.353027
	Iteration 6Q: 3 clusters Score -984414.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -984635.000000 Penalty: 4474.353027
	Iteration 7Q: 3 clusters Score -984635 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -984886.937500 Penalty: 4474.353027
	Iteration 8Q: 3 clusters Score -984886.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -985151.000000 Penalty: 4474.353027
	Iteration 9Q: 3 clusters Score -985151 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -985372.062500 Penalty: 4474.353027
	Iteration 10Q: 3 clusters Score -985372.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -985576.125000 Penalty: 4474.353027
	Iteration 11Q: 3 clusters Score -985576.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -985735.375000 Penalty: 4474.353027
	Iteration 12Q: 3 clusters Score -985735.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -985841.375000 Penalty: 4474.353027
	Iteration 13Q: 3 clusters Score -985841.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -985914.812500 Penalty: 4474.353027
	Iteration 14Q: 3 clusters Score -985914.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -985978.500000 Penalty: 4474.353027
	Iteration 15Q: 3 clusters Score -985978.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -986026.500000 Penalty: 4474.353027
	Iteration 16Q: 3 clusters Score -986026.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -986072.500000 Penalty: 4474.353027
	Iteration 17Q: 3 clusters Score -986072.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -986116.250000 Penalty: 4474.353027
	Iteration 18Q: 3 clusters Score -986116.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -986151.750000 Penalty: 4474.353027
	Iteration 19Q: 3 clusters Score -986151.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -986172.500000 Penalty: 4474.353027
	Iteration 20F: 3 clusters Score -986172.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -986184.375000 Penalty: 4474.353027
	Iteration 21Q: 3 clusters Score -986184.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -986189.312500 Penalty: 4474.353027
	Iteration 22Q: 3 clusters Score -986189.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -986197.937500 Penalty: 4474.353027
	Iteration 23Q: 3 clusters Score -986197.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -986204.062500 Penalty: 4474.353027
	Iteration 24Q: 3 clusters Score -986204.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -986212.437500 Penalty: 4474.353027
	Iteration 25Q: 3 clusters Score -986212.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -986217.375000 Penalty: 4474.353027
	Iteration 26Q: 3 clusters Score -986217.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -986220.687500 Penalty: 4474.353027
	Iteration 27Q: 3 clusters Score -986220.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -986226.937500 Penalty: 4474.353027
	Iteration 28Q: 3 clusters Score -986226.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -986231.750000 Penalty: 4474.353027
	Iteration 29Q: 3 clusters Score -986231.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -986237.812500 Penalty: 4474.353027
	Iteration 30Q: 3 clusters Score -986237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -986239.000000 Penalty: 4474.353027
	Iteration 31Q: 3 clusters Score -986239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -986240.937500 Penalty: 4474.353027
	Iteration 32Q: 3 clusters Score -986240.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -986242.312500 Penalty: 4474.353027
	Iteration 33Q: 3 clusters Score -986242.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -986242.437500 Penalty: 4474.353027
	Iteration 34Q: 3 clusters Score -986242.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -986242.437500 Penalty: 4474.353027
	Iteration 35F: 3 clusters Score -986242.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -520948.437500 Penalty: 2084.142578
	Iteration 0F: 2 clusters Score -520948.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -516757.718750 Penalty: 4168.285156
	Iteration 0F: 3 clusters Score -516757.7 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -517715.687500 Penalty: 4168.285156
	Iteration 1F: 3 clusters Score -517715.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -517893.875000 Penalty: 4168.285156
	Iteration 2F: 3 clusters Score -517893.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -518012.500000 Penalty: 4168.285156
	Iteration 3Q: 3 clusters Score -518012.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -518094.375000 Penalty: 4168.285156
	Iteration 4Q: 3 clusters Score -518094.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -518158.000000 Penalty: 4168.285156
	Iteration 5Q: 3 clusters Score -518158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -518190.906250 Penalty: 4168.285156
	Iteration 6Q: 3 clusters Score -518190.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -518219.375000 Penalty: 4168.285156
	Iteration 7Q: 3 clusters Score -518219.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -518254.468750 Penalty: 4168.285156
	Iteration 8Q: 3 clusters Score -518254.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -518284.593750 Penalty: 4168.285156
	Iteration 9Q: 3 clusters Score -518284.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -518304.343750 Penalty: 4168.285156
	Iteration 10Q: 3 clusters Score -518304.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -518317.250000 Penalty: 4168.285156
	Iteration 11Q: 3 clusters Score -518317.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -518332.375000 Penalty: 4168.285156
	Iteration 12Q: 3 clusters Score -518332.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -518345.843750 Penalty: 4168.285156
	Iteration 13Q: 3 clusters Score -518345.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -518355.562500 Penalty: 4168.285156
	Iteration 14Q: 3 clusters Score -518355.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -518368.500000 Penalty: 4168.285156
	Iteration 15Q: 3 clusters Score -518368.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -518383.468750 Penalty: 4168.285156
	Iteration 16Q: 3 clusters Score -518383.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -518399.031250 Penalty: 4168.285156
	Iteration 17Q: 3 clusters Score -518399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -518414.687500 Penalty: 4168.285156
	Iteration 18Q: 3 clusters Score -518414.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -518429.343750 Penalty: 4168.285156
	Iteration 19Q: 3 clusters Score -518429.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -518444.031250 Penalty: 4168.285156
	Iteration 20F: 3 clusters Score -518444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -518461.625000 Penalty: 4168.285156
	Iteration 21Q: 3 clusters Score -518461.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -518480.687500 Penalty: 4168.285156
	Iteration 22Q: 3 clusters Score -518480.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -518500.718750 Penalty: 4168.285156
	Iteration 23Q: 3 clusters Score -518500.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -518517.125000 Penalty: 4168.285156
	Iteration 24Q: 3 clusters Score -518517.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -518528.500000 Penalty: 4168.285156
	Iteration 25Q: 3 clusters Score -518528.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -518540.125000 Penalty: 4168.285156
	Iteration 26Q: 3 clusters Score -518540.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -518558.312500 Penalty: 4168.285156
	Iteration 27Q: 3 clusters Score -518558.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -518578.093750 Penalty: 4168.285156
	Iteration 28Q: 3 clusters Score -518578.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -518602.312500 Penalty: 4168.285156
	Iteration 29Q: 3 clusters Score -518602.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -518629.781250 Penalty: 4168.285156
	Iteration 30Q: 3 clusters Score -518629.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -518658.125000 Penalty: 4168.285156
	Iteration 31Q: 3 clusters Score -518658.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -518697.687500 Penalty: 4168.285156
	Iteration 32Q: 3 clusters Score -518697.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -518742.718750 Penalty: 4168.285156
	Iteration 33Q: 3 clusters Score -518742.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -518792.468750 Penalty: 4168.285156
	Iteration 34Q: 3 clusters Score -518792.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -518841.906250 Penalty: 4168.285156
	Iteration 35Q: 3 clusters Score -518841.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -518878.000000 Penalty: 4168.285156
	Iteration 36Q: 3 clusters Score -518878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -518912.125000 Penalty: 4168.285156
	Iteration 37Q: 3 clusters Score -518912.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -518944.562500 Penalty: 4168.285156
	Iteration 38Q: 3 clusters Score -518944.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -518972.593750 Penalty: 4168.285156
	Iteration 39Q: 3 clusters Score -518972.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -518999.343750 Penalty: 4168.285156
	Iteration 40F: 3 clusters Score -518999.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -519024.812500 Penalty: 4168.285156
	Iteration 41Q: 3 clusters Score -519024.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -519046.781250 Penalty: 4168.285156
	Iteration 42Q: 3 clusters Score -519046.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -519073.781250 Penalty: 4168.285156
	Iteration 43Q: 3 clusters Score -519073.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -519091.906250 Penalty: 4168.285156
	Iteration 44Q: 3 clusters Score -519091.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -519109.312500 Penalty: 4168.285156
	Iteration 45Q: 3 clusters Score -519109.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -519121.468750 Penalty: 4168.285156
	Iteration 46Q: 3 clusters Score -519121.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -519128.062500 Penalty: 4168.285156
	Iteration 47Q: 3 clusters Score -519128.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -519135.250000 Penalty: 4168.285156
	Iteration 48Q: 3 clusters Score -519135.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -519144.125000 Penalty: 4168.285156
	Iteration 49Q: 3 clusters Score -519144.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -519148.781250 Penalty: 4168.285156
	Iteration 50Q: 3 clusters Score -519148.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -519153.250000 Penalty: 4168.285156
	Iteration 51Q: 3 clusters Score -519153.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -519163.031250 Penalty: 4168.285156
	Iteration 52Q: 3 clusters Score -519163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -519171.187500 Penalty: 4168.285156
	Iteration 53Q: 3 clusters Score -519171.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -519180.906250 Penalty: 4168.285156
	Iteration 54Q: 3 clusters Score -519180.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -519189.531250 Penalty: 4168.285156
	Iteration 55Q: 3 clusters Score -519189.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -519200.281250 Penalty: 4168.285156
	Iteration 56Q: 3 clusters Score -519200.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -519207.343750 Penalty: 4168.285156
	Iteration 57Q: 3 clusters Score -519207.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -519214.125000 Penalty: 4168.285156
	Iteration 58Q: 3 clusters Score -519214.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -519217.812500 Penalty: 4168.285156
	Iteration 59Q: 3 clusters Score -519217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -519222.437500 Penalty: 4168.285156
	Iteration 60F: 3 clusters Score -519222.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -519223.625000 Penalty: 4168.285156
	Iteration 61Q: 3 clusters Score -519223.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -519223.625000 Penalty: 4168.285156
	Iteration 62F: 3 clusters Score -519223.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -82944.328125 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -82944.33 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 439 members 
Entering Unmasked Estep 
Score: -81275.242188 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -81275.24 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -81771.101562 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -81771.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -81954.796875 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -81954.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -82055.507812 Penalty: 3363.404785
	Iteration 3Q: 3 clusters Score -82055.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -82153.726562 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -82153.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -82240.898438 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -82240.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -82314.539062 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -82314.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -82364.179688 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -82364.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -82407.156250 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -82407.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -82480.085938 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -82480.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -82499.039062 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -82499.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -82510.570312 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -82510.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -82525.132812 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -82525.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -82537.218750 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -82537.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -82543.117188 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -82543.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -82545.570312 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -82545.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -82545.570312 Penalty: 3363.404785
	Iteration 16F: 3 clusters Score -82545.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Entering Unmasked Estep 
Score: -1750697.625000 Penalty: 2384.670166
	Iteration 0F: 2 clusters Score -1750698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1739851.625000 Penalty: 4769.340332
	Iteration 0F: 3 clusters Score -1739852 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1743624.875000 Penalty: 4769.340332
	Iteration 1F: 3 clusters Score -1743625 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1744209.375000 Penalty: 4769.340332
	Iteration 2F: 3 clusters Score -1744209 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1744747.875000 Penalty: 4769.340332
	Iteration 3F: 3 clusters Score -1744748 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1745278.750000 Penalty: 4769.340332
	Iteration 4F: 3 clusters Score -1745279 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1745869.750000 Penalty: 4769.340332
	Iteration 5F: 3 clusters Score -1745870 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1746561.375000 Penalty: 4769.340332
	Iteration 6F: 3 clusters Score -1746561 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1747261.000000 Penalty: 4769.340332
	Iteration 7F: 3 clusters Score -1747261 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1747873.750000 Penalty: 4769.340332
	Iteration 8F: 3 clusters Score -1747874 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1748292.500000 Penalty: 4769.340332
	Iteration 9Q: 3 clusters Score -1748292 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1748556.000000 Penalty: 4769.340332
	Iteration 10Q: 3 clusters Score -1748556 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1748777.250000 Penalty: 4769.340332
	Iteration 11Q: 3 clusters Score -1748777 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1748926.125000 Penalty: 4769.340332
	Iteration 12Q: 3 clusters Score -1748926 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1749047.250000 Penalty: 4769.340332
	Iteration 13Q: 3 clusters Score -1749047 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1749145.750000 Penalty: 4769.340332
	Iteration 14Q: 3 clusters Score -1749146 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1749213.250000 Penalty: 4769.340332
	Iteration 15Q: 3 clusters Score -1749213 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1749259.750000 Penalty: 4769.340332
	Iteration 16Q: 3 clusters Score -1749260 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1749307.375000 Penalty: 4769.340332
	Iteration 17Q: 3 clusters Score -1749307 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1749335.375000 Penalty: 4769.340332
	Iteration 18Q: 3 clusters Score -1749335 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1749345.250000 Penalty: 4769.340332
	Iteration 19Q: 3 clusters Score -1749345 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1749360.250000 Penalty: 4769.340332
	Iteration 20F: 3 clusters Score -1749360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1749376.625000 Penalty: 4769.340332
	Iteration 21Q: 3 clusters Score -1749377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1749379.625000 Penalty: 4769.340332
	Iteration 22Q: 3 clusters Score -1749380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1749390.250000 Penalty: 4769.340332
	Iteration 23Q: 3 clusters Score -1749390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1749390.625000 Penalty: 4769.340332
	Iteration 24Q: 3 clusters Score -1749391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1749402.000000 Penalty: 4769.340332
	Iteration 25Q: 3 clusters Score -1749402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1749403.000000 Penalty: 4769.340332
	Iteration 26Q: 3 clusters Score -1749403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1749413.000000 Penalty: 4769.340332
	Iteration 27Q: 3 clusters Score -1749413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1749415.750000 Penalty: 4769.340332
	Iteration 28Q: 3 clusters Score -1749416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1749418.125000 Penalty: 4769.340332
	Iteration 29Q: 3 clusters Score -1749418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1749420.625000 Penalty: 4769.340332
	Iteration 30Q: 3 clusters Score -1749421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1749426.125000 Penalty: 4769.340332
	Iteration 31Q: 3 clusters Score -1749426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1749427.250000 Penalty: 4769.340332
	Iteration 32Q: 3 clusters Score -1749427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1749426.750000 Penalty: 4769.340332
	Iteration 33Q: 3 clusters Score -1749427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1749428.500000 Penalty: 4769.340332
	Iteration 34Q: 3 clusters Score -1749428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1749430.125000 Penalty: 4769.340332
	Iteration 35Q: 3 clusters Score -1749430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1749432.750000 Penalty: 4769.340332
	Iteration 36Q: 3 clusters Score -1749433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1749432.125000 Penalty: 4769.340332
	Iteration 37Q: 3 clusters Score -1749432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1749436.125000 Penalty: 4769.340332
	Iteration 38Q: 3 clusters Score -1749436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1749433.750000 Penalty: 4769.340332
	Iteration 39Q: 3 clusters Score -1749434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1749438.875000 Penalty: 4769.340332
	Iteration 40F: 3 clusters Score -1749439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1749439.125000 Penalty: 4769.340332
	Iteration 41Q: 3 clusters Score -1749439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1749438.750000 Penalty: 4769.340332
	Iteration 42Q: 3 clusters Score -1749439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1749439.375000 Penalty: 4769.340332
	Iteration 43Q: 3 clusters Score -1749439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1749438.875000 Penalty: 4769.340332
	Iteration 44Q: 3 clusters Score -1749439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1749437.625000 Penalty: 4769.340332
	Iteration 45Q: 3 clusters Score -1749438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1749442.125000 Penalty: 4769.340332
	Iteration 46Q: 3 clusters Score -1749442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1749438.500000 Penalty: 4769.340332
	Iteration 47Q: 3 clusters Score -1749438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1749440.250000 Penalty: 4769.340332
	Iteration 48Q: 3 clusters Score -1749440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1749440.250000 Penalty: 4769.340332
	Iteration 49F: 3 clusters Score -1749440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (110172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110172 members 
Entering Unmasked Estep 
Score: -13206549.000000 Penalty: 2879.229980
	Iteration 0F: 2 clusters Score -1.320655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -13133032.000000 Penalty: 5758.459961
	Iteration 0F: 3 clusters Score -1.313303e+07 nChanged 52264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -13163852.000000 Penalty: 5758.459961
	Iteration 1F: 3 clusters Score -1.316385e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -13165532.000000 Penalty: 5758.459961
	Iteration 2Q: 3 clusters Score -1.316553e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -13168132.000000 Penalty: 5758.459961
	Iteration 3Q: 3 clusters Score -1.316813e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -13172391.000000 Penalty: 5758.459961
	Iteration 4F: 3 clusters Score -1.317239e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -13178836.000000 Penalty: 5758.459961
	Iteration 5F: 3 clusters Score -1.317884e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76815 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -13187391.000000 Penalty: 5758.459961
	Iteration 6F: 3 clusters Score -1.318739e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -13194786.000000 Penalty: 5758.459961
	Iteration 7F: 3 clusters Score -1.319479e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -13198567.000000 Penalty: 5758.459961
	Iteration 8Q: 3 clusters Score -1.319857e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -13200071.000000 Penalty: 5758.459961
	Iteration 9Q: 3 clusters Score -1.320007e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -13200797.000000 Penalty: 5758.459961
	Iteration 10Q: 3 clusters Score -1.32008e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -13201279.000000 Penalty: 5758.459961
	Iteration 11Q: 3 clusters Score -1.320128e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -13201734.000000 Penalty: 5758.459961
	Iteration 12Q: 3 clusters Score -1.320173e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -13202003.000000 Penalty: 5758.459961
	Iteration 13Q: 3 clusters Score -1.3202e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92014 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -13202355.000000 Penalty: 5758.459961
	Iteration 14Q: 3 clusters Score -1.320236e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -13202619.000000 Penalty: 5758.459961
	Iteration 15Q: 3 clusters Score -1.320262e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93814 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -13202851.000000 Penalty: 5758.459961
	Iteration 16Q: 3 clusters Score -1.320285e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94628 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -13203049.000000 Penalty: 5758.459961
	Iteration 17Q: 3 clusters Score -1.320305e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95402 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -13203240.000000 Penalty: 5758.459961
	Iteration 18Q: 3 clusters Score -1.320324e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -13203499.000000 Penalty: 5758.459961
	Iteration 19Q: 3 clusters Score -1.32035e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -13203679.000000 Penalty: 5758.459961
	Iteration 20F: 3 clusters Score -1.320368e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97554 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -13203793.000000 Penalty: 5758.459961
	Iteration 21Q: 3 clusters Score -1.320379e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98158 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -13203919.000000 Penalty: 5758.459961
	Iteration 22Q: 3 clusters Score -1.320392e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98738 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -13204079.000000 Penalty: 5758.459961
	Iteration 23Q: 3 clusters Score -1.320408e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99332 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -13204244.000000 Penalty: 5758.459961
	Iteration 24Q: 3 clusters Score -1.320424e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99929 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -13204401.000000 Penalty: 5758.459961
	Iteration 25Q: 3 clusters Score -1.32044e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100458 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -13204524.000000 Penalty: 5758.459961
	Iteration 26Q: 3 clusters Score -1.320452e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100926 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -13204588.000000 Penalty: 5758.459961
	Iteration 27Q: 3 clusters Score -1.320459e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101357 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -13204684.000000 Penalty: 5758.459961
	Iteration 28Q: 3 clusters Score -1.320468e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101703 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -13204663.000000 Penalty: 5758.459961
	Iteration 29Q: 3 clusters Score -1.320466e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101997 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -13204708.000000 Penalty: 5758.459961
	Iteration 30Q: 3 clusters Score -1.320471e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102270 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -13204774.000000 Penalty: 5758.459961
	Iteration 31Q: 3 clusters Score -1.320477e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102522 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -13204812.000000 Penalty: 5758.459961
	Iteration 32Q: 3 clusters Score -1.320481e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102777 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -13204865.000000 Penalty: 5758.459961
	Iteration 33Q: 3 clusters Score -1.320486e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103004 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -13204876.000000 Penalty: 5758.459961
	Iteration 34Q: 3 clusters Score -1.320488e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103224 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -13204881.000000 Penalty: 5758.459961
	Iteration 35Q: 3 clusters Score -1.320488e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -13204923.000000 Penalty: 5758.459961
	Iteration 36Q: 3 clusters Score -1.320492e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -13204934.000000 Penalty: 5758.459961
	Iteration 37Q: 3 clusters Score -1.320493e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103758 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -13204958.000000 Penalty: 5758.459961
	Iteration 38Q: 3 clusters Score -1.320496e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103907 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -13204971.000000 Penalty: 5758.459961
	Iteration 39Q: 3 clusters Score -1.320497e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104041 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -13204947.000000 Penalty: 5758.459961
	Iteration 40F: 3 clusters Score -1.320495e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104172 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -13204953.000000 Penalty: 5758.459961
	Iteration 41Q: 3 clusters Score -1.320495e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104294 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -13204971.000000 Penalty: 5758.459961
	Iteration 42Q: 3 clusters Score -1.320497e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104418 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -13204977.000000 Penalty: 5758.459961
	Iteration 43Q: 3 clusters Score -1.320498e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104554 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -13204981.000000 Penalty: 5758.459961
	Iteration 44Q: 3 clusters Score -1.320498e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104682 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -13204974.000000 Penalty: 5758.459961
	Iteration 45Q: 3 clusters Score -1.320497e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104807 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -13204987.000000 Penalty: 5758.459961
	Iteration 46Q: 3 clusters Score -1.320499e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104920 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -13205008.000000 Penalty: 5758.459961
	Iteration 47Q: 3 clusters Score -1.320501e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105022 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -13205016.000000 Penalty: 5758.459961
	Iteration 48Q: 3 clusters Score -1.320502e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105120 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -13205024.000000 Penalty: 5758.459961
	Iteration 49Q: 3 clusters Score -1.320502e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -13205012.000000 Penalty: 5758.459961
	Iteration 50Q: 3 clusters Score -1.320501e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105261 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -13205011.000000 Penalty: 5758.459961
	Iteration 51Q: 3 clusters Score -1.320501e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -13205027.000000 Penalty: 5758.459961
	Iteration 52Q: 3 clusters Score -1.320503e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105351 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -13205009.000000 Penalty: 5758.459961
	Iteration 53Q: 3 clusters Score -1.320501e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105399 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -13205034.000000 Penalty: 5758.459961
	Iteration 54Q: 3 clusters Score -1.320503e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105455 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -13205077.000000 Penalty: 5758.459961
	Iteration 55Q: 3 clusters Score -1.320508e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105510 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -13205067.000000 Penalty: 5758.459961
	Iteration 56Q: 3 clusters Score -1.320507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105555 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -13205066.000000 Penalty: 5758.459961
	Iteration 57Q: 3 clusters Score -1.320507e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105592 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -13205050.000000 Penalty: 5758.459961
	Iteration 58Q: 3 clusters Score -1.320505e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105633 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -13205064.000000 Penalty: 5758.459961
	Iteration 59Q: 3 clusters Score -1.320506e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105667 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -13205074.000000 Penalty: 5758.459961
	Iteration 60F: 3 clusters Score -1.320507e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105700 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -13205093.000000 Penalty: 5758.459961
	Iteration 61Q: 3 clusters Score -1.320509e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105735 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -13205092.000000 Penalty: 5758.459961
	Iteration 62Q: 3 clusters Score -1.320509e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105766 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -13205095.000000 Penalty: 5758.459961
	Iteration 63Q: 3 clusters Score -1.32051e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -13205090.000000 Penalty: 5758.459961
	Iteration 64Q: 3 clusters Score -1.320509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -13205098.000000 Penalty: 5758.459961
	Iteration 65Q: 3 clusters Score -1.32051e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105860 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -13205125.000000 Penalty: 5758.459961
	Iteration 66Q: 3 clusters Score -1.320512e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105888 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -13205125.000000 Penalty: 5758.459961
	Iteration 67Q: 3 clusters Score -1.320512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105908 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -13205132.000000 Penalty: 5758.459961
	Iteration 68Q: 3 clusters Score -1.320513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -13205141.000000 Penalty: 5758.459961
	Iteration 69Q: 3 clusters Score -1.320514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105936 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -13205131.000000 Penalty: 5758.459961
	Iteration 70Q: 3 clusters Score -1.320513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105950 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -13205140.000000 Penalty: 5758.459961
	Iteration 71Q: 3 clusters Score -1.320514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -13205133.000000 Penalty: 5758.459961
	Iteration 72Q: 3 clusters Score -1.320513e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -13205130.000000 Penalty: 5758.459961
	Iteration 73Q: 3 clusters Score -1.320513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -13205125.000000 Penalty: 5758.459961
	Iteration 74Q: 3 clusters Score -1.320512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106001 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -13205136.000000 Penalty: 5758.459961
	Iteration 75Q: 3 clusters Score -1.320514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106014 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -13205136.000000 Penalty: 5758.459961
	Iteration 76Q: 3 clusters Score -1.320514e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106037 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -13205152.000000 Penalty: 5758.459961
	Iteration 77Q: 3 clusters Score -1.320515e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106061 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -13205160.000000 Penalty: 5758.459961
	Iteration 78Q: 3 clusters Score -1.320516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106079 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -13205156.000000 Penalty: 5758.459961
	Iteration 79Q: 3 clusters Score -1.320516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106097 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -13205157.000000 Penalty: 5758.459961
	Iteration 80F: 3 clusters Score -1.320516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -13205175.000000 Penalty: 5758.459961
	Iteration 81Q: 3 clusters Score -1.320518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106136 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -13205170.000000 Penalty: 5758.459961
	Iteration 82Q: 3 clusters Score -1.320517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106151 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -13205177.000000 Penalty: 5758.459961
	Iteration 83Q: 3 clusters Score -1.320518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106167 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -13205171.000000 Penalty: 5758.459961
	Iteration 84Q: 3 clusters Score -1.320517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -13205168.000000 Penalty: 5758.459961
	Iteration 85Q: 3 clusters Score -1.320517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106192 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -13205149.000000 Penalty: 5758.459961
	Iteration 86Q: 3 clusters Score -1.320515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106204 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -13205166.000000 Penalty: 5758.459961
	Iteration 87Q: 3 clusters Score -1.320517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106219 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -13205160.000000 Penalty: 5758.459961
	Iteration 88Q: 3 clusters Score -1.320516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106234 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -13205150.000000 Penalty: 5758.459961
	Iteration 89Q: 3 clusters Score -1.320515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106255 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -13205143.000000 Penalty: 5758.459961
	Iteration 90Q: 3 clusters Score -1.320514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106269 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -13205137.000000 Penalty: 5758.459961
	Iteration 91Q: 3 clusters Score -1.320514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -13205144.000000 Penalty: 5758.459961
	Iteration 92Q: 3 clusters Score -1.320514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106295 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -13205143.000000 Penalty: 5758.459961
	Iteration 93Q: 3 clusters Score -1.320514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106308 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -13205134.000000 Penalty: 5758.459961
	Iteration 94Q: 3 clusters Score -1.320513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106317 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -13205128.000000 Penalty: 5758.459961
	Iteration 95Q: 3 clusters Score -1.320513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -13205130.000000 Penalty: 5758.459961
	Iteration 96Q: 3 clusters Score -1.320513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106351 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -13205131.000000 Penalty: 5758.459961
	Iteration 97Q: 3 clusters Score -1.320513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106363 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -13205124.000000 Penalty: 5758.459961
	Iteration 98Q: 3 clusters Score -1.320512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106376 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -13205143.000000 Penalty: 5758.459961
	Iteration 99Q: 3 clusters Score -1.320514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106390 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -13205151.000000 Penalty: 5758.459961
	Iteration 100F: 3 clusters Score -1.320515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106406 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -13205157.000000 Penalty: 5758.459961
	Iteration 101Q: 3 clusters Score -1.320516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106419 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -13205153.000000 Penalty: 5758.459961
	Iteration 102Q: 3 clusters Score -1.320515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106436 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -13205163.000000 Penalty: 5758.459961
	Iteration 103Q: 3 clusters Score -1.320516e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106457 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -13205162.000000 Penalty: 5758.459961
	Iteration 104Q: 3 clusters Score -1.320516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106469 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -13205162.000000 Penalty: 5758.459961
	Iteration 105Q: 3 clusters Score -1.320516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -13205160.000000 Penalty: 5758.459961
	Iteration 106Q: 3 clusters Score -1.320516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106485 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -13205161.000000 Penalty: 5758.459961
	Iteration 107Q: 3 clusters Score -1.320516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -13205167.000000 Penalty: 5758.459961
	Iteration 108Q: 3 clusters Score -1.320517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106503 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -13205192.000000 Penalty: 5758.459961
	Iteration 109Q: 3 clusters Score -1.320519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -13205172.000000 Penalty: 5758.459961
	Iteration 110Q: 3 clusters Score -1.320517e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106529 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -13205180.000000 Penalty: 5758.459961
	Iteration 111Q: 3 clusters Score -1.320518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -13205186.000000 Penalty: 5758.459961
	Iteration 112Q: 3 clusters Score -1.320519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106542 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -13205179.000000 Penalty: 5758.459961
	Iteration 113Q: 3 clusters Score -1.320518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -13205185.000000 Penalty: 5758.459961
	Iteration 114Q: 3 clusters Score -1.320518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106555 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -13205181.000000 Penalty: 5758.459961
	Iteration 115Q: 3 clusters Score -1.320518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106560 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -13205174.000000 Penalty: 5758.459961
	Iteration 116Q: 3 clusters Score -1.320517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106567 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -13205187.000000 Penalty: 5758.459961
	Iteration 117Q: 3 clusters Score -1.320519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106573 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -13205174.000000 Penalty: 5758.459961
	Iteration 118Q: 3 clusters Score -1.320517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -13205175.000000 Penalty: 5758.459961
	Iteration 119Q: 3 clusters Score -1.320518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106581 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -13205170.000000 Penalty: 5758.459961
	Iteration 120F: 3 clusters Score -1.320517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106586 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -13205176.000000 Penalty: 5758.459961
	Iteration 121Q: 3 clusters Score -1.320518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106589 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -13205179.000000 Penalty: 5758.459961
	Iteration 122Q: 3 clusters Score -1.320518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106590 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -13205186.000000 Penalty: 5758.459961
	Iteration 123Q: 3 clusters Score -1.320519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106592 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -13205177.000000 Penalty: 5758.459961
	Iteration 124Q: 3 clusters Score -1.320518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106592 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -13205177.000000 Penalty: 5758.459961
	Iteration 125F: 3 clusters Score -1.320518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (150178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150178 members 
Entering Unmasked Estep 
Score: -17925316.000000 Penalty: 2956.054932
	Iteration 0F: 2 clusters Score -1.792532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -17824636.000000 Penalty: 5912.109863
	Iteration 0F: 3 clusters Score -1.782464e+07 nChanged 72077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -17865794.000000 Penalty: 5912.109863
	Iteration 1F: 3 clusters Score -1.786579e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 70685 members 
Entering Unmasked Estep 
Score: -17866638.000000 Penalty: 5912.109863
	Iteration 2Q: 3 clusters Score -1.786664e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -17867658.000000 Penalty: 5912.109863
	Iteration 3Q: 3 clusters Score -1.786766e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85804 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -17869176.000000 Penalty: 5912.109863
	Iteration 4Q: 3 clusters Score -1.786918e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91661 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -17871778.000000 Penalty: 5912.109863
	Iteration 5Q: 3 clusters Score -1.787178e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100383 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -17876982.000000 Penalty: 5912.109863
	Iteration 6F: 3 clusters Score -1.787698e+07 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112204 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -17885954.000000 Penalty: 5912.109863
	Iteration 7F: 3 clusters Score -1.788595e+07 nChanged 13843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126003 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -17898814.000000 Penalty: 5912.109863
	Iteration 8F: 3 clusters Score -1.789881e+07 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138365 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -17911426.000000 Penalty: 5912.109863
	Iteration 9F: 3 clusters Score -1.791143e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145858 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -17919124.000000 Penalty: 5912.109863
	Iteration 10Q: 3 clusters Score -1.791912e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148713 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -17921606.000000 Penalty: 5912.109863
	Iteration 11Q: 3 clusters Score -1.792161e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149523 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -17922268.000000 Penalty: 5912.109863
	Iteration 12Q: 3 clusters Score -1.792227e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149748 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -17922496.000000 Penalty: 5912.109863
	Iteration 13Q: 3 clusters Score -1.79225e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149828 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -17922616.000000 Penalty: 5912.109863
	Iteration 14Q: 3 clusters Score -1.792262e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149870 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -17922686.000000 Penalty: 5912.109863
	Iteration 15Q: 3 clusters Score -1.792269e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149885 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17922716.000000 Penalty: 5912.109863
	Iteration 16Q: 3 clusters Score -1.792272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149894 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -17922738.000000 Penalty: 5912.109863
	Iteration 17Q: 3 clusters Score -1.792274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149900 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17922744.000000 Penalty: 5912.109863
	Iteration 18Q: 3 clusters Score -1.792274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149906 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17922752.000000 Penalty: 5912.109863
	Iteration 19Q: 3 clusters Score -1.792275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149911 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -17922760.000000 Penalty: 5912.109863
	Iteration 20F: 3 clusters Score -1.792276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17922756.000000 Penalty: 5912.109863
	Iteration 21Q: 3 clusters Score -1.792276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149915 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -17922748.000000 Penalty: 5912.109863
	Iteration 22Q: 3 clusters Score -1.792275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149917 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17922750.000000 Penalty: 5912.109863
	Iteration 23Q: 3 clusters Score -1.792275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149916 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17922750.000000 Penalty: 5912.109863
	Iteration 24Q: 3 clusters Score -1.792275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149916 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17922750.000000 Penalty: 5912.109863
	Iteration 25F: 3 clusters Score -1.792275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (164044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164044 members 
Entering Unmasked Estep 
Score: -19677782.000000 Penalty: 2977.956543
	Iteration 0F: 2 clusters Score -1.967778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
Score: -19572836.000000 Penalty: 5955.913086
	Iteration 0F: 3 clusters Score -1.957284e+07 nChanged 78343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -19618886.000000 Penalty: 5955.913086
	Iteration 1F: 3 clusters Score -1.961889e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 68086 members 
Entering Unmasked Estep 
Score: -19621442.000000 Penalty: 5955.913086
	Iteration 2Q: 3 clusters Score -1.962144e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -19626530.000000 Penalty: 5955.913086
	Iteration 3F: 3 clusters Score -1.962653e+07 nChanged 12874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116601 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -19636066.000000 Penalty: 5955.913086
	Iteration 4F: 3 clusters Score -1.963607e+07 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131278 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -19650278.000000 Penalty: 5955.913086
	Iteration 5F: 3 clusters Score -1.965028e+07 nChanged 14277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144885 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -19664722.000000 Penalty: 5955.913086
	Iteration 6F: 3 clusters Score -1.966472e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153916 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -19672910.000000 Penalty: 5955.913086
	Iteration 7F: 3 clusters Score -1.967291e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158365 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -19675690.000000 Penalty: 5955.913086
	Iteration 8Q: 3 clusters Score -1.967569e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160150 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -19676538.000000 Penalty: 5955.913086
	Iteration 9Q: 3 clusters Score -1.967654e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160948 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -19676920.000000 Penalty: 5955.913086
	Iteration 10Q: 3 clusters Score -1.967692e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161316 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -19676976.000000 Penalty: 5955.913086
	Iteration 11Q: 3 clusters Score -1.967698e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161541 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -19677000.000000 Penalty: 5955.913086
	Iteration 12Q: 3 clusters Score -1.9677e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161701 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -19676950.000000 Penalty: 5955.913086
	Iteration 13Q: 3 clusters Score -1.967695e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161808 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -19676956.000000 Penalty: 5955.913086
	Iteration 14Q: 3 clusters Score -1.967696e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -19676930.000000 Penalty: 5955.913086
	Iteration 15Q: 3 clusters Score -1.967693e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161966 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -19676872.000000 Penalty: 5955.913086
	Iteration 16Q: 3 clusters Score -1.967687e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162026 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -19676856.000000 Penalty: 5955.913086
	Iteration 17Q: 3 clusters Score -1.967686e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162072 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -19676838.000000 Penalty: 5955.913086
	Iteration 18Q: 3 clusters Score -1.967684e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -19676826.000000 Penalty: 5955.913086
	Iteration 19Q: 3 clusters Score -1.967683e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162158 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -19676826.000000 Penalty: 5955.913086
	Iteration 20F: 3 clusters Score -1.967683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162189 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -19676816.000000 Penalty: 5955.913086
	Iteration 21Q: 3 clusters Score -1.967682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162207 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -19676806.000000 Penalty: 5955.913086
	Iteration 22Q: 3 clusters Score -1.967681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162224 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -19676806.000000 Penalty: 5955.913086
	Iteration 23Q: 3 clusters Score -1.967681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162242 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -19676808.000000 Penalty: 5955.913086
	Iteration 24Q: 3 clusters Score -1.967681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162254 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -19676802.000000 Penalty: 5955.913086
	Iteration 25Q: 3 clusters Score -1.96768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162270 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -19676798.000000 Penalty: 5955.913086
	Iteration 26Q: 3 clusters Score -1.96768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162284 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -19676784.000000 Penalty: 5955.913086
	Iteration 27Q: 3 clusters Score -1.967678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162293 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -19676780.000000 Penalty: 5955.913086
	Iteration 28Q: 3 clusters Score -1.967678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162300 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -19676780.000000 Penalty: 5955.913086
	Iteration 29Q: 3 clusters Score -1.967678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162309 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -19676764.000000 Penalty: 5955.913086
	Iteration 30Q: 3 clusters Score -1.967676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162315 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -19676750.000000 Penalty: 5955.913086
	Iteration 31Q: 3 clusters Score -1.967675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162321 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -19676774.000000 Penalty: 5955.913086
	Iteration 32Q: 3 clusters Score -1.967677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162324 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -19676782.000000 Penalty: 5955.913086
	Iteration 33Q: 3 clusters Score -1.967678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162328 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -19676792.000000 Penalty: 5955.913086
	Iteration 34Q: 3 clusters Score -1.967679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162335 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -19676798.000000 Penalty: 5955.913086
	Iteration 35Q: 3 clusters Score -1.96768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162340 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -19676780.000000 Penalty: 5955.913086
	Iteration 36Q: 3 clusters Score -1.967678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162343 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -19676780.000000 Penalty: 5955.913086
	Iteration 37Q: 3 clusters Score -1.967678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162345 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -19676778.000000 Penalty: 5955.913086
	Iteration 38Q: 3 clusters Score -1.967678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162346 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -19676778.000000 Penalty: 5955.913086
	Iteration 39Q: 3 clusters Score -1.967678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162349 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -19676790.000000 Penalty: 5955.913086
	Iteration 40F: 3 clusters Score -1.967679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162353 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -19676796.000000 Penalty: 5955.913086
	Iteration 41Q: 3 clusters Score -1.96768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -19676802.000000 Penalty: 5955.913086
	Iteration 42Q: 3 clusters Score -1.96768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -19676802.000000 Penalty: 5955.913086
	Iteration 43F: 3 clusters Score -1.96768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Entering Unmasked Estep 
Score: -7839799.000000 Penalty: 2750.215088
	Iteration 0F: 2 clusters Score -7839799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -7795766.500000 Penalty: 5500.430176
	Iteration 0F: 3 clusters Score -7795766 nChanged 30589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -7812889.000000 Penalty: 5500.430176
	Iteration 1F: 3 clusters Score -7812889 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -7813455.000000 Penalty: 5500.430176
	Iteration 2Q: 3 clusters Score -7813455 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -7813974.500000 Penalty: 5500.430176
	Iteration 3Q: 3 clusters Score -7813974 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -7814649.000000 Penalty: 5500.430176
	Iteration 4Q: 3 clusters Score -7814649 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -7815533.500000 Penalty: 5500.430176
	Iteration 5Q: 3 clusters Score -7815534 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -7817018.000000 Penalty: 5500.430176
	Iteration 6Q: 3 clusters Score -7817018 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -7819470.000000 Penalty: 5500.430176
	Iteration 7F: 3 clusters Score -7819470 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -7823227.500000 Penalty: 5500.430176
	Iteration 8F: 3 clusters Score -7823228 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -7828030.500000 Penalty: 5500.430176
	Iteration 9F: 3 clusters Score -7828030 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -7832443.500000 Penalty: 5500.430176
	Iteration 10F: 3 clusters Score -7832444 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -7835277.500000 Penalty: 5500.430176
	Iteration 11Q: 3 clusters Score -7835278 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7836504.500000 Penalty: 5500.430176
	Iteration 12Q: 3 clusters Score -7836504 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7837020.000000 Penalty: 5500.430176
	Iteration 13Q: 3 clusters Score -7837020 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7837234.000000 Penalty: 5500.430176
	Iteration 14Q: 3 clusters Score -7837234 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7837367.000000 Penalty: 5500.430176
	Iteration 15Q: 3 clusters Score -7837367 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7837446.000000 Penalty: 5500.430176
	Iteration 16Q: 3 clusters Score -7837446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7837469.000000 Penalty: 5500.430176
	Iteration 17Q: 3 clusters Score -7837469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7837492.000000 Penalty: 5500.430176
	Iteration 18Q: 3 clusters Score -7837492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7837507.000000 Penalty: 5500.430176
	Iteration 19Q: 3 clusters Score -7837507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65024 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7837531.000000 Penalty: 5500.430176
	Iteration 20F: 3 clusters Score -7837531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7837549.500000 Penalty: 5500.430176
	Iteration 21Q: 3 clusters Score -7837550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7837552.000000 Penalty: 5500.430176
	Iteration 22Q: 3 clusters Score -7837552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7837560.000000 Penalty: 5500.430176
	Iteration 23Q: 3 clusters Score -7837560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7837584.500000 Penalty: 5500.430176
	Iteration 24Q: 3 clusters Score -7837584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7837591.000000 Penalty: 5500.430176
	Iteration 25Q: 3 clusters Score -7837591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7837597.500000 Penalty: 5500.430176
	Iteration 26Q: 3 clusters Score -7837598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7837601.000000 Penalty: 5500.430176
	Iteration 27Q: 3 clusters Score -7837601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7837604.500000 Penalty: 5500.430176
	Iteration 28Q: 3 clusters Score -7837604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7837604.000000 Penalty: 5500.430176
	Iteration 29Q: 3 clusters Score -7837604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7837603.000000 Penalty: 5500.430176
	Iteration 30Q: 3 clusters Score -7837603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7837604.000000 Penalty: 5500.430176
	Iteration 31Q: 3 clusters Score -7837604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7837604.000000 Penalty: 5500.430176
	Iteration 32Q: 3 clusters Score -7837604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7837613.000000 Penalty: 5500.430176
	Iteration 33Q: 3 clusters Score -7837613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7837613.000000 Penalty: 5500.430176
	Iteration 34F: 3 clusters Score -7837613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (94546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94546 members 
Entering Unmasked Estep 
Score: -11289596.000000 Penalty: 2841.296631
	Iteration 0F: 2 clusters Score -1.12896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -11226085.000000 Penalty: 5682.593262
	Iteration 0F: 3 clusters Score -1.122608e+07 nChanged 44867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -11251560.000000 Penalty: 5682.593262
	Iteration 1F: 3 clusters Score -1.125156e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -11252360.000000 Penalty: 5682.593262
	Iteration 2Q: 3 clusters Score -1.125236e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -11253385.000000 Penalty: 5682.593262
	Iteration 3Q: 3 clusters Score -1.125338e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -11255119.000000 Penalty: 5682.593262
	Iteration 4Q: 3 clusters Score -1.125512e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -11258341.000000 Penalty: 5682.593262
	Iteration 5F: 3 clusters Score -1.125834e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -11263604.000000 Penalty: 5682.593262
	Iteration 6F: 3 clusters Score -1.12636e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 75092 members 
Entering Unmasked Estep 
Score: -11270653.000000 Penalty: 5682.593262
	Iteration 7F: 3 clusters Score -1.127065e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -11277612.000000 Penalty: 5682.593262
	Iteration 8F: 3 clusters Score -1.127761e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 87334 members 
Entering Unmasked Estep 
Score: -11282567.000000 Penalty: 5682.593262
	Iteration 9F: 3 clusters Score -1.128257e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 90462 members 
Entering Unmasked Estep 
Score: -11285246.000000 Penalty: 5682.593262
	Iteration 10Q: 3 clusters Score -1.128525e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 92056 members 
Entering Unmasked Estep 
Score: -11286509.000000 Penalty: 5682.593262
	Iteration 11Q: 3 clusters Score -1.128651e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -11287064.000000 Penalty: 5682.593262
	Iteration 12Q: 3 clusters Score -1.128706e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 93210 members 
Entering Unmasked Estep 
Score: -11287285.000000 Penalty: 5682.593262
	Iteration 13Q: 3 clusters Score -1.128728e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 93395 members 
Entering Unmasked Estep 
Score: -11287421.000000 Penalty: 5682.593262
	Iteration 14Q: 3 clusters Score -1.128742e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -11287478.000000 Penalty: 5682.593262
	Iteration 15Q: 3 clusters Score -1.128748e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -11287497.000000 Penalty: 5682.593262
	Iteration 16Q: 3 clusters Score -1.12875e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -11287523.000000 Penalty: 5682.593262
	Iteration 17Q: 3 clusters Score -1.128752e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 93640 members 
Entering Unmasked Estep 
Score: -11287538.000000 Penalty: 5682.593262
	Iteration 18Q: 3 clusters Score -1.128754e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 93669 members 
Entering Unmasked Estep 
Score: -11287558.000000 Penalty: 5682.593262
	Iteration 19Q: 3 clusters Score -1.128756e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 93685 members 
Entering Unmasked Estep 
Score: -11287558.000000 Penalty: 5682.593262
	Iteration 20F: 3 clusters Score -1.128756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 93695 members 
Entering Unmasked Estep 
Score: -11287579.000000 Penalty: 5682.593262
	Iteration 21Q: 3 clusters Score -1.128758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 93708 members 
Entering Unmasked Estep 
Score: -11287587.000000 Penalty: 5682.593262
	Iteration 22Q: 3 clusters Score -1.128759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -11287587.000000 Penalty: 5682.593262
	Iteration 23Q: 3 clusters Score -1.128759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -11287583.000000 Penalty: 5682.593262
	Iteration 24Q: 3 clusters Score -1.128758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -11287601.000000 Penalty: 5682.593262
	Iteration 25Q: 3 clusters Score -1.12876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -11287595.000000 Penalty: 5682.593262
	Iteration 26Q: 3 clusters Score -1.12876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 93741 members 
Entering Unmasked Estep 
Score: -11287595.000000 Penalty: 5682.593262
	Iteration 27Q: 3 clusters Score -1.12876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 93740 members 
Entering Unmasked Estep 
Score: -11287599.000000 Penalty: 5682.593262
	Iteration 28Q: 3 clusters Score -1.12876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 93739 members 
Entering Unmasked Estep 
Score: -11287591.000000 Penalty: 5682.593262
	Iteration 29Q: 3 clusters Score -1.128759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 93739 members 
Entering Unmasked Estep 
Score: -11287591.000000 Penalty: 5682.593262
	Iteration 30F: 3 clusters Score -1.128759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Entering Unmasked Estep 
Score: -2327577.500000 Penalty: 2454.422852
	Iteration 0F: 2 clusters Score -2327578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2313532.000000 Penalty: 4908.845703
	Iteration 0F: 3 clusters Score -2313532 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2318473.000000 Penalty: 4908.845703
	Iteration 1F: 3 clusters Score -2318473 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2318936.000000 Penalty: 4908.845703
	Iteration 2F: 3 clusters Score -2318936 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2319321.250000 Penalty: 4908.845703
	Iteration 3Q: 3 clusters Score -2319321 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2319657.000000 Penalty: 4908.845703
	Iteration 4Q: 3 clusters Score -2319657 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2319962.500000 Penalty: 4908.845703
	Iteration 5Q: 3 clusters Score -2319962 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2320264.750000 Penalty: 4908.845703
	Iteration 6Q: 3 clusters Score -2320265 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2320596.000000 Penalty: 4908.845703
	Iteration 7Q: 3 clusters Score -2320596 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2320934.250000 Penalty: 4908.845703
	Iteration 8Q: 3 clusters Score -2320934 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2321281.000000 Penalty: 4908.845703
	Iteration 9Q: 3 clusters Score -2321281 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2321665.750000 Penalty: 4908.845703
	Iteration 10Q: 3 clusters Score -2321666 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2322069.000000 Penalty: 4908.845703
	Iteration 11Q: 3 clusters Score -2322069 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2322454.750000 Penalty: 4908.845703
	Iteration 12Q: 3 clusters Score -2322455 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2322858.250000 Penalty: 4908.845703
	Iteration 13Q: 3 clusters Score -2322858 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2323255.500000 Penalty: 4908.845703
	Iteration 14Q: 3 clusters Score -2323256 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2323690.750000 Penalty: 4908.845703
	Iteration 15Q: 3 clusters Score -2323691 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2324028.250000 Penalty: 4908.845703
	Iteration 16Q: 3 clusters Score -2324028 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2324366.250000 Penalty: 4908.845703
	Iteration 17Q: 3 clusters Score -2324366 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2324657.750000 Penalty: 4908.845703
	Iteration 18Q: 3 clusters Score -2324658 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2324889.000000 Penalty: 4908.845703
	Iteration 19Q: 3 clusters Score -2324889 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2325035.000000 Penalty: 4908.845703
	Iteration 20F: 3 clusters Score -2325035 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2325153.750000 Penalty: 4908.845703
	Iteration 21Q: 3 clusters Score -2325154 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2325234.500000 Penalty: 4908.845703
	Iteration 22Q: 3 clusters Score -2325234 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2325301.500000 Penalty: 4908.845703
	Iteration 23Q: 3 clusters Score -2325302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2325349.500000 Penalty: 4908.845703
	Iteration 24Q: 3 clusters Score -2325350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2325394.250000 Penalty: 4908.845703
	Iteration 25Q: 3 clusters Score -2325394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2325428.000000 Penalty: 4908.845703
	Iteration 26Q: 3 clusters Score -2325428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2325454.000000 Penalty: 4908.845703
	Iteration 27Q: 3 clusters Score -2325454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2325486.000000 Penalty: 4908.845703
	Iteration 28Q: 3 clusters Score -2325486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2325502.500000 Penalty: 4908.845703
	Iteration 29Q: 3 clusters Score -2325502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2325516.500000 Penalty: 4908.845703
	Iteration 30Q: 3 clusters Score -2325516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2325535.000000 Penalty: 4908.845703
	Iteration 31Q: 3 clusters Score -2325535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2325540.500000 Penalty: 4908.845703
	Iteration 32Q: 3 clusters Score -2325540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2325550.250000 Penalty: 4908.845703
	Iteration 33Q: 3 clusters Score -2325550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2325552.750000 Penalty: 4908.845703
	Iteration 34Q: 3 clusters Score -2325553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2325562.000000 Penalty: 4908.845703
	Iteration 35Q: 3 clusters Score -2325562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2325562.250000 Penalty: 4908.845703
	Iteration 36Q: 3 clusters Score -2325562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2325564.500000 Penalty: 4908.845703
	Iteration 37Q: 3 clusters Score -2325564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2325568.750000 Penalty: 4908.845703
	Iteration 38Q: 3 clusters Score -2325569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2325575.250000 Penalty: 4908.845703
	Iteration 39Q: 3 clusters Score -2325575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2325576.500000 Penalty: 4908.845703
	Iteration 40F: 3 clusters Score -2325576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2325577.250000 Penalty: 4908.845703
	Iteration 41Q: 3 clusters Score -2325577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2325582.000000 Penalty: 4908.845703
	Iteration 42Q: 3 clusters Score -2325582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2325581.750000 Penalty: 4908.845703
	Iteration 43Q: 3 clusters Score -2325582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2325581.750000 Penalty: 4908.845703
	Iteration 44F: 3 clusters Score -2325582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Entering Unmasked Estep 
Score: -562485.625000 Penalty: 2119.064209
	Iteration 0F: 2 clusters Score -562485.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -557901.812500 Penalty: 4238.128418
	Iteration 0F: 3 clusters Score -557901.8 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -559183.812500 Penalty: 4238.128418
	Iteration 1F: 3 clusters Score -559183.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -559652.000000 Penalty: 4238.128418
	Iteration 2F: 3 clusters Score -559652 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -560020.625000 Penalty: 4238.128418
	Iteration 3F: 3 clusters Score -560020.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -560299.687500 Penalty: 4238.128418
	Iteration 4F: 3 clusters Score -560299.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -560535.687500 Penalty: 4238.128418
	Iteration 5F: 3 clusters Score -560535.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -560720.687500 Penalty: 4238.128418
	Iteration 6Q: 3 clusters Score -560720.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -560864.875000 Penalty: 4238.128418
	Iteration 7Q: 3 clusters Score -560864.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -560952.500000 Penalty: 4238.128418
	Iteration 8Q: 3 clusters Score -560952.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -561008.375000 Penalty: 4238.128418
	Iteration 9Q: 3 clusters Score -561008.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -561046.187500 Penalty: 4238.128418
	Iteration 10Q: 3 clusters Score -561046.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -561075.187500 Penalty: 4238.128418
	Iteration 11Q: 3 clusters Score -561075.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -561092.062500 Penalty: 4238.128418
	Iteration 12Q: 3 clusters Score -561092.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -561110.187500 Penalty: 4238.128418
	Iteration 13Q: 3 clusters Score -561110.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -561127.312500 Penalty: 4238.128418
	Iteration 14Q: 3 clusters Score -561127.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -561142.375000 Penalty: 4238.128418
	Iteration 15Q: 3 clusters Score -561142.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -561158.375000 Penalty: 4238.128418
	Iteration 16Q: 3 clusters Score -561158.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -561175.312500 Penalty: 4238.128418
	Iteration 17Q: 3 clusters Score -561175.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -561190.000000 Penalty: 4238.128418
	Iteration 18Q: 3 clusters Score -561190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -561201.812500 Penalty: 4238.128418
	Iteration 19Q: 3 clusters Score -561201.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -561206.937500 Penalty: 4238.128418
	Iteration 20F: 3 clusters Score -561206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -561211.125000 Penalty: 4238.128418
	Iteration 21Q: 3 clusters Score -561211.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -561213.500000 Penalty: 4238.128418
	Iteration 22Q: 3 clusters Score -561213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -561214.812500 Penalty: 4238.128418
	Iteration 23Q: 3 clusters Score -561214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -561216.750000 Penalty: 4238.128418
	Iteration 24Q: 3 clusters Score -561216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -561218.375000 Penalty: 4238.128418
	Iteration 25Q: 3 clusters Score -561218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -561218.250000 Penalty: 4238.128418
	Iteration 26Q: 3 clusters Score -561218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -561220.187500 Penalty: 4238.128418
	Iteration 27Q: 3 clusters Score -561220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -561222.312500 Penalty: 4238.128418
	Iteration 28Q: 3 clusters Score -561222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -561224.437500 Penalty: 4238.128418
	Iteration 29Q: 3 clusters Score -561224.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -561227.437500 Penalty: 4238.128418
	Iteration 30Q: 3 clusters Score -561227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -561231.062500 Penalty: 4238.128418
	Iteration 31Q: 3 clusters Score -561231.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -561239.937500 Penalty: 4238.128418
	Iteration 32Q: 3 clusters Score -561239.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -561247.062500 Penalty: 4238.128418
	Iteration 33Q: 3 clusters Score -561247.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -561252.687500 Penalty: 4238.128418
	Iteration 34Q: 3 clusters Score -561252.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -561258.562500 Penalty: 4238.128418
	Iteration 35Q: 3 clusters Score -561258.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -561265.500000 Penalty: 4238.128418
	Iteration 36Q: 3 clusters Score -561265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -561268.562500 Penalty: 4238.128418
	Iteration 37Q: 3 clusters Score -561268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -561272.687500 Penalty: 4238.128418
	Iteration 38Q: 3 clusters Score -561272.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -561284.687500 Penalty: 4238.128418
	Iteration 39Q: 3 clusters Score -561284.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -561290.625000 Penalty: 4238.128418
	Iteration 40F: 3 clusters Score -561290.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -561296.812500 Penalty: 4238.128418
	Iteration 41Q: 3 clusters Score -561296.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -561298.375000 Penalty: 4238.128418
	Iteration 42Q: 3 clusters Score -561298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -561299.312500 Penalty: 4238.128418
	Iteration 43Q: 3 clusters Score -561299.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -561304.375000 Penalty: 4238.128418
	Iteration 44Q: 3 clusters Score -561304.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -561308.250000 Penalty: 4238.128418
	Iteration 45Q: 3 clusters Score -561308.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -561312.375000 Penalty: 4238.128418
	Iteration 46Q: 3 clusters Score -561312.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -561314.312500 Penalty: 4238.128418
	Iteration 47Q: 3 clusters Score -561314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -561318.750000 Penalty: 4238.128418
	Iteration 48Q: 3 clusters Score -561318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -561324.562500 Penalty: 4238.128418
	Iteration 49Q: 3 clusters Score -561324.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -561328.625000 Penalty: 4238.128418
	Iteration 50Q: 3 clusters Score -561328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -561332.250000 Penalty: 4238.128418
	Iteration 51Q: 3 clusters Score -561332.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -561334.500000 Penalty: 4238.128418
	Iteration 52Q: 3 clusters Score -561334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -561337.937500 Penalty: 4238.128418
	Iteration 53Q: 3 clusters Score -561337.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -561338.562500 Penalty: 4238.128418
	Iteration 54Q: 3 clusters Score -561338.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -561338.562500 Penalty: 4238.128418
	Iteration 55F: 3 clusters Score -561338.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Entering Unmasked Estep 
Score: -718129.000000 Penalty: 2161.171875
	Iteration 0F: 2 clusters Score -718129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -712946.000000 Penalty: 4322.343750
	Iteration 0F: 3 clusters Score -712946 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -714209.437500 Penalty: 4322.343750
	Iteration 1F: 3 clusters Score -714209.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -714445.687500 Penalty: 4322.343750
	Iteration 2F: 3 clusters Score -714445.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -714568.312500 Penalty: 4322.343750
	Iteration 3Q: 3 clusters Score -714568.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -714648.812500 Penalty: 4322.343750
	Iteration 4Q: 3 clusters Score -714648.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -714711.375000 Penalty: 4322.343750
	Iteration 5Q: 3 clusters Score -714711.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -714769.875000 Penalty: 4322.343750
	Iteration 6Q: 3 clusters Score -714769.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -714821.187500 Penalty: 4322.343750
	Iteration 7Q: 3 clusters Score -714821.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -714874.375000 Penalty: 4322.343750
	Iteration 8Q: 3 clusters Score -714874.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -714915.187500 Penalty: 4322.343750
	Iteration 9Q: 3 clusters Score -714915.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -714949.937500 Penalty: 4322.343750
	Iteration 10Q: 3 clusters Score -714949.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -714971.937500 Penalty: 4322.343750
	Iteration 11Q: 3 clusters Score -714971.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -714993.875000 Penalty: 4322.343750
	Iteration 12Q: 3 clusters Score -714993.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -715020.250000 Penalty: 4322.343750
	Iteration 13Q: 3 clusters Score -715020.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -715051.625000 Penalty: 4322.343750
	Iteration 14Q: 3 clusters Score -715051.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -715086.500000 Penalty: 4322.343750
	Iteration 15Q: 3 clusters Score -715086.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -715131.750000 Penalty: 4322.343750
	Iteration 16Q: 3 clusters Score -715131.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -715180.312500 Penalty: 4322.343750
	Iteration 17Q: 3 clusters Score -715180.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -715231.500000 Penalty: 4322.343750
	Iteration 18Q: 3 clusters Score -715231.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -715282.375000 Penalty: 4322.343750
	Iteration 19Q: 3 clusters Score -715282.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -715342.875000 Penalty: 4322.343750
	Iteration 20F: 3 clusters Score -715342.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -715427.687500 Penalty: 4322.343750
	Iteration 21Q: 3 clusters Score -715427.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -715519.437500 Penalty: 4322.343750
	Iteration 22Q: 3 clusters Score -715519.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -715606.812500 Penalty: 4322.343750
	Iteration 23Q: 3 clusters Score -715606.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -715707.625000 Penalty: 4322.343750
	Iteration 24Q: 3 clusters Score -715707.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -715809.375000 Penalty: 4322.343750
	Iteration 25Q: 3 clusters Score -715809.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -715901.187500 Penalty: 4322.343750
	Iteration 26Q: 3 clusters Score -715901.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -715989.625000 Penalty: 4322.343750
	Iteration 27Q: 3 clusters Score -715989.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -716057.687500 Penalty: 4322.343750
	Iteration 28Q: 3 clusters Score -716057.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -716096.625000 Penalty: 4322.343750
	Iteration 29Q: 3 clusters Score -716096.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -716125.125000 Penalty: 4322.343750
	Iteration 30Q: 3 clusters Score -716125.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -716145.000000 Penalty: 4322.343750
	Iteration 31Q: 3 clusters Score -716145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -716159.687500 Penalty: 4322.343750
	Iteration 32Q: 3 clusters Score -716159.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -716173.437500 Penalty: 4322.343750
	Iteration 33Q: 3 clusters Score -716173.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -716178.000000 Penalty: 4322.343750
	Iteration 34Q: 3 clusters Score -716178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -716182.250000 Penalty: 4322.343750
	Iteration 35Q: 3 clusters Score -716182.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -716187.625000 Penalty: 4322.343750
	Iteration 36Q: 3 clusters Score -716187.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -716193.187500 Penalty: 4322.343750
	Iteration 37Q: 3 clusters Score -716193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -716198.062500 Penalty: 4322.343750
	Iteration 38Q: 3 clusters Score -716198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -716202.812500 Penalty: 4322.343750
	Iteration 39Q: 3 clusters Score -716202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -716206.750000 Penalty: 4322.343750
	Iteration 40F: 3 clusters Score -716206.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -716207.375000 Penalty: 4322.343750
	Iteration 41Q: 3 clusters Score -716207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -716209.437500 Penalty: 4322.343750
	Iteration 42Q: 3 clusters Score -716209.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -716209.437500 Penalty: 4322.343750
	Iteration 43F: 3 clusters Score -716209.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Entering Unmasked Estep 
Score: -882482.625000 Penalty: 2214.893799
	Iteration 0F: 2 clusters Score -882482.6 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 3760 members 
Entering Unmasked Estep 
Score: -876389.625000 Penalty: 4429.787598
	Iteration 0F: 3 clusters Score -876389.6 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -878061.562500 Penalty: 4429.787598
	Iteration 1F: 3 clusters Score -878061.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -878335.875000 Penalty: 4429.787598
	Iteration 2F: 3 clusters Score -878335.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -878488.687500 Penalty: 4429.787598
	Iteration 3Q: 3 clusters Score -878488.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -878598.187500 Penalty: 4429.787598
	Iteration 4Q: 3 clusters Score -878598.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -878689.062500 Penalty: 4429.787598
	Iteration 5Q: 3 clusters Score -878689.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -878762.062500 Penalty: 4429.787598
	Iteration 6Q: 3 clusters Score -878762.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -878831.562500 Penalty: 4429.787598
	Iteration 7Q: 3 clusters Score -878831.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -878901.000000 Penalty: 4429.787598
	Iteration 8Q: 3 clusters Score -878901 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -878970.125000 Penalty: 4429.787598
	Iteration 9Q: 3 clusters Score -878970.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -879024.687500 Penalty: 4429.787598
	Iteration 10Q: 3 clusters Score -879024.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -879073.000000 Penalty: 4429.787598
	Iteration 11Q: 3 clusters Score -879073 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -879115.500000 Penalty: 4429.787598
	Iteration 12Q: 3 clusters Score -879115.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -879160.250000 Penalty: 4429.787598
	Iteration 13Q: 3 clusters Score -879160.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -879191.437500 Penalty: 4429.787598
	Iteration 14Q: 3 clusters Score -879191.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -879224.312500 Penalty: 4429.787598
	Iteration 15Q: 3 clusters Score -879224.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -879258.687500 Penalty: 4429.787598
	Iteration 16Q: 3 clusters Score -879258.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -879292.312500 Penalty: 4429.787598
	Iteration 17Q: 3 clusters Score -879292.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -879328.062500 Penalty: 4429.787598
	Iteration 18Q: 3 clusters Score -879328.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -879363.437500 Penalty: 4429.787598
	Iteration 19Q: 3 clusters Score -879363.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -879400.187500 Penalty: 4429.787598
	Iteration 20F: 3 clusters Score -879400.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -879442.062500 Penalty: 4429.787598
	Iteration 21Q: 3 clusters Score -879442.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -879489.687500 Penalty: 4429.787598
	Iteration 22Q: 3 clusters Score -879489.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -879535.375000 Penalty: 4429.787598
	Iteration 23Q: 3 clusters Score -879535.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -879589.437500 Penalty: 4429.787598
	Iteration 24Q: 3 clusters Score -879589.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -879646.437500 Penalty: 4429.787598
	Iteration 25Q: 3 clusters Score -879646.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -879702.750000 Penalty: 4429.787598
	Iteration 26Q: 3 clusters Score -879702.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -879772.625000 Penalty: 4429.787598
	Iteration 27Q: 3 clusters Score -879772.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -879837.000000 Penalty: 4429.787598
	Iteration 28Q: 3 clusters Score -879837 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -879897.187500 Penalty: 4429.787598
	Iteration 29Q: 3 clusters Score -879897.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -879946.125000 Penalty: 4429.787598
	Iteration 30Q: 3 clusters Score -879946.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -879991.125000 Penalty: 4429.787598
	Iteration 31Q: 3 clusters Score -879991.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -880026.562500 Penalty: 4429.787598
	Iteration 32Q: 3 clusters Score -880026.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -880059.750000 Penalty: 4429.787598
	Iteration 33Q: 3 clusters Score -880059.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -880081.750000 Penalty: 4429.787598
	Iteration 34Q: 3 clusters Score -880081.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -880109.812500 Penalty: 4429.787598
	Iteration 35Q: 3 clusters Score -880109.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -880134.375000 Penalty: 4429.787598
	Iteration 36Q: 3 clusters Score -880134.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -880151.312500 Penalty: 4429.787598
	Iteration 37Q: 3 clusters Score -880151.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -880172.437500 Penalty: 4429.787598
	Iteration 38Q: 3 clusters Score -880172.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -880186.125000 Penalty: 4429.787598
	Iteration 39Q: 3 clusters Score -880186.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -880201.250000 Penalty: 4429.787598
	Iteration 40F: 3 clusters Score -880201.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -880215.812500 Penalty: 4429.787598
	Iteration 41Q: 3 clusters Score -880215.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -880226.500000 Penalty: 4429.787598
	Iteration 42Q: 3 clusters Score -880226.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -880236.687500 Penalty: 4429.787598
	Iteration 43Q: 3 clusters Score -880236.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -880245.937500 Penalty: 4429.787598
	Iteration 44Q: 3 clusters Score -880245.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -880253.125000 Penalty: 4429.787598
	Iteration 45Q: 3 clusters Score -880253.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -880264.437500 Penalty: 4429.787598
	Iteration 46Q: 3 clusters Score -880264.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -880275.312500 Penalty: 4429.787598
	Iteration 47Q: 3 clusters Score -880275.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -880278.312500 Penalty: 4429.787598
	Iteration 48Q: 3 clusters Score -880278.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -880287.750000 Penalty: 4429.787598
	Iteration 49Q: 3 clusters Score -880287.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -880295.250000 Penalty: 4429.787598
	Iteration 50Q: 3 clusters Score -880295.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -880302.000000 Penalty: 4429.787598
	Iteration 51Q: 3 clusters Score -880302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -880305.375000 Penalty: 4429.787598
	Iteration 52Q: 3 clusters Score -880305.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -880310.687500 Penalty: 4429.787598
	Iteration 53Q: 3 clusters Score -880310.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -880314.750000 Penalty: 4429.787598
	Iteration 54Q: 3 clusters Score -880314.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -880315.875000 Penalty: 4429.787598
	Iteration 55Q: 3 clusters Score -880315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -880315.187500 Penalty: 4429.787598
	Iteration 56Q: 3 clusters Score -880315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -880315.500000 Penalty: 4429.787598
	Iteration 57Q: 3 clusters Score -880315.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -880315.750000 Penalty: 4429.787598
	Iteration 58Q: 3 clusters Score -880315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -880315.812500 Penalty: 4429.787598
	Iteration 59Q: 3 clusters Score -880315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -880316.687500 Penalty: 4429.787598
	Iteration 60F: 3 clusters Score -880316.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -880317.937500 Penalty: 4429.787598
	Iteration 61Q: 3 clusters Score -880317.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -880317.937500 Penalty: 4429.787598
	Iteration 62F: 3 clusters Score -880317.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Entering Unmasked Estep 
Score: -3330711.500000 Penalty: 2535.023438
	Iteration 0F: 2 clusters Score -3330712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3311761.000000 Penalty: 5070.046875
	Iteration 0F: 3 clusters Score -3311761 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3318390.250000 Penalty: 5070.046875
	Iteration 1F: 3 clusters Score -3318390 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3318839.250000 Penalty: 5070.046875
	Iteration 2Q: 3 clusters Score -3318839 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3319263.750000 Penalty: 5070.046875
	Iteration 3Q: 3 clusters Score -3319264 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3319693.000000 Penalty: 5070.046875
	Iteration 4Q: 3 clusters Score -3319693 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -3320226.250000 Penalty: 5070.046875
	Iteration 5Q: 3 clusters Score -3320226 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3320952.500000 Penalty: 5070.046875
	Iteration 6Q: 3 clusters Score -3320952 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -3321982.500000 Penalty: 5070.046875
	Iteration 7F: 3 clusters Score -3321982 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -3323355.750000 Penalty: 5070.046875
	Iteration 8F: 3 clusters Score -3323356 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3324961.000000 Penalty: 5070.046875
	Iteration 9F: 3 clusters Score -3324961 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3326307.750000 Penalty: 5070.046875
	Iteration 10F: 3 clusters Score -3326308 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3327289.250000 Penalty: 5070.046875
	Iteration 11Q: 3 clusters Score -3327289 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3327857.500000 Penalty: 5070.046875
	Iteration 12Q: 3 clusters Score -3327858 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3328118.750000 Penalty: 5070.046875
	Iteration 13Q: 3 clusters Score -3328119 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -3328250.250000 Penalty: 5070.046875
	Iteration 14Q: 3 clusters Score -3328250 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3328334.500000 Penalty: 5070.046875
	Iteration 15Q: 3 clusters Score -3328334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3328397.500000 Penalty: 5070.046875
	Iteration 16Q: 3 clusters Score -3328398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3328426.500000 Penalty: 5070.046875
	Iteration 17Q: 3 clusters Score -3328426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3328453.750000 Penalty: 5070.046875
	Iteration 18Q: 3 clusters Score -3328454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3328466.000000 Penalty: 5070.046875
	Iteration 19Q: 3 clusters Score -3328466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3328474.000000 Penalty: 5070.046875
	Iteration 20F: 3 clusters Score -3328474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3328483.000000 Penalty: 5070.046875
	Iteration 21Q: 3 clusters Score -3328483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3328490.500000 Penalty: 5070.046875
	Iteration 22Q: 3 clusters Score -3328490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3328490.500000 Penalty: 5070.046875
	Iteration 23Q: 3 clusters Score -3328490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -3328501.250000 Penalty: 5070.046875
	Iteration 24Q: 3 clusters Score -3328501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -3328507.750000 Penalty: 5070.046875
	Iteration 25Q: 3 clusters Score -3328508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -3328508.000000 Penalty: 5070.046875
	Iteration 26Q: 3 clusters Score -3328508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -3328511.000000 Penalty: 5070.046875
	Iteration 27Q: 3 clusters Score -3328511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -3328511.000000 Penalty: 5070.046875
	Iteration 28F: 3 clusters Score -3328511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Entering Unmasked Estep 
Score: -1460009.375000 Penalty: 2338.927979
	Iteration 0F: 2 clusters Score -1460009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1450744.625000 Penalty: 4677.855957
	Iteration 0F: 3 clusters Score -1450745 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1453580.250000 Penalty: 4677.855957
	Iteration 1F: 3 clusters Score -1453580 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1453980.500000 Penalty: 4677.855957
	Iteration 2F: 3 clusters Score -1453980 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1454293.625000 Penalty: 4677.855957
	Iteration 3F: 3 clusters Score -1454294 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1454562.250000 Penalty: 4677.855957
	Iteration 4Q: 3 clusters Score -1454562 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1454866.875000 Penalty: 4677.855957
	Iteration 5Q: 3 clusters Score -1454867 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1455223.375000 Penalty: 4677.855957
	Iteration 6Q: 3 clusters Score -1455223 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1455585.750000 Penalty: 4677.855957
	Iteration 7Q: 3 clusters Score -1455586 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1455953.625000 Penalty: 4677.855957
	Iteration 8Q: 3 clusters Score -1455954 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1456335.750000 Penalty: 4677.855957
	Iteration 9Q: 3 clusters Score -1456336 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1456671.125000 Penalty: 4677.855957
	Iteration 10Q: 3 clusters Score -1456671 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1456949.625000 Penalty: 4677.855957
	Iteration 11Q: 3 clusters Score -1456950 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1457218.125000 Penalty: 4677.855957
	Iteration 12Q: 3 clusters Score -1457218 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1457447.625000 Penalty: 4677.855957
	Iteration 13Q: 3 clusters Score -1457448 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1457613.500000 Penalty: 4677.855957
	Iteration 14Q: 3 clusters Score -1457614 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1457749.875000 Penalty: 4677.855957
	Iteration 15Q: 3 clusters Score -1457750 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1457853.750000 Penalty: 4677.855957
	Iteration 16Q: 3 clusters Score -1457854 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1457931.375000 Penalty: 4677.855957
	Iteration 17Q: 3 clusters Score -1457931 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1457988.875000 Penalty: 4677.855957
	Iteration 18Q: 3 clusters Score -1457989 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1458033.750000 Penalty: 4677.855957
	Iteration 19Q: 3 clusters Score -1458034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1458061.125000 Penalty: 4677.855957
	Iteration 20F: 3 clusters Score -1458061 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1458090.375000 Penalty: 4677.855957
	Iteration 21Q: 3 clusters Score -1458090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1458112.750000 Penalty: 4677.855957
	Iteration 22Q: 3 clusters Score -1458113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1458126.000000 Penalty: 4677.855957
	Iteration 23Q: 3 clusters Score -1458126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1458132.125000 Penalty: 4677.855957
	Iteration 24Q: 3 clusters Score -1458132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1458138.625000 Penalty: 4677.855957
	Iteration 25Q: 3 clusters Score -1458139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1458145.125000 Penalty: 4677.855957
	Iteration 26Q: 3 clusters Score -1458145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1458155.625000 Penalty: 4677.855957
	Iteration 27Q: 3 clusters Score -1458156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1458162.500000 Penalty: 4677.855957
	Iteration 28Q: 3 clusters Score -1458162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1458167.875000 Penalty: 4677.855957
	Iteration 29Q: 3 clusters Score -1458168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1458170.500000 Penalty: 4677.855957
	Iteration 30Q: 3 clusters Score -1458170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1458171.875000 Penalty: 4677.855957
	Iteration 31Q: 3 clusters Score -1458172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1458172.250000 Penalty: 4677.855957
	Iteration 32Q: 3 clusters Score -1458172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1458173.000000 Penalty: 4677.855957
	Iteration 33Q: 3 clusters Score -1458173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1458174.000000 Penalty: 4677.855957
	Iteration 34Q: 3 clusters Score -1458174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1458172.875000 Penalty: 4677.855957
	Iteration 35Q: 3 clusters Score -1458173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1458174.375000 Penalty: 4677.855957
	Iteration 36Q: 3 clusters Score -1458174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1458170.375000 Penalty: 4677.855957
	Iteration 37Q: 3 clusters Score -1458170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1458170.375000 Penalty: 4677.855957
	Iteration 38F: 3 clusters Score -1458170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Entering Unmasked Estep 
Score: -1902104.375000 Penalty: 2401.653564
	Iteration 0F: 2 clusters Score -1902104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1890520.750000 Penalty: 4803.307129
	Iteration 0F: 3 clusters Score -1890521 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1894418.000000 Penalty: 4803.307129
	Iteration 1F: 3 clusters Score -1894418 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1894884.500000 Penalty: 4803.307129
	Iteration 2F: 3 clusters Score -1894884 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1895330.250000 Penalty: 4803.307129
	Iteration 3F: 3 clusters Score -1895330 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1895781.750000 Penalty: 4803.307129
	Iteration 4F: 3 clusters Score -1895782 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1896297.000000 Penalty: 4803.307129
	Iteration 5F: 3 clusters Score -1896297 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1896922.500000 Penalty: 4803.307129
	Iteration 6F: 3 clusters Score -1896922 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1897655.375000 Penalty: 4803.307129
	Iteration 7F: 3 clusters Score -1897655 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1898327.875000 Penalty: 4803.307129
	Iteration 8F: 3 clusters Score -1898328 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1898871.375000 Penalty: 4803.307129
	Iteration 9Q: 3 clusters Score -1898871 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1899287.625000 Penalty: 4803.307129
	Iteration 10Q: 3 clusters Score -1899288 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1899564.500000 Penalty: 4803.307129
	Iteration 11Q: 3 clusters Score -1899564 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1899688.375000 Penalty: 4803.307129
	Iteration 12Q: 3 clusters Score -1899688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1899754.750000 Penalty: 4803.307129
	Iteration 13Q: 3 clusters Score -1899755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1899802.250000 Penalty: 4803.307129
	Iteration 14Q: 3 clusters Score -1899802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1899849.000000 Penalty: 4803.307129
	Iteration 15Q: 3 clusters Score -1899849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1899880.250000 Penalty: 4803.307129
	Iteration 16Q: 3 clusters Score -1899880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1899904.250000 Penalty: 4803.307129
	Iteration 17Q: 3 clusters Score -1899904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1899933.750000 Penalty: 4803.307129
	Iteration 18Q: 3 clusters Score -1899934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1899955.750000 Penalty: 4803.307129
	Iteration 19Q: 3 clusters Score -1899956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1899968.125000 Penalty: 4803.307129
	Iteration 20F: 3 clusters Score -1899968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1899974.625000 Penalty: 4803.307129
	Iteration 21Q: 3 clusters Score -1899975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1899976.375000 Penalty: 4803.307129
	Iteration 22Q: 3 clusters Score -1899976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1899977.375000 Penalty: 4803.307129
	Iteration 23Q: 3 clusters Score -1899977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1899974.625000 Penalty: 4803.307129
	Iteration 24Q: 3 clusters Score -1899975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1899978.250000 Penalty: 4803.307129
	Iteration 25Q: 3 clusters Score -1899978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1899978.250000 Penalty: 4803.307129
	Iteration 26F: 3 clusters Score -1899978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Entering Unmasked Estep 
Score: -375023.718750 Penalty: 2013.684814
	Iteration 0F: 2 clusters Score -375023.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -371603.187500 Penalty: 4027.369629
	Iteration 0F: 3 clusters Score -371603.2 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -372573.812500 Penalty: 4027.369629
	Iteration 1F: 3 clusters Score -372573.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -373033.000000 Penalty: 4027.369629
	Iteration 2F: 3 clusters Score -373033 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -373386.062500 Penalty: 4027.369629
	Iteration 3F: 3 clusters Score -373386.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -373710.750000 Penalty: 4027.369629
	Iteration 4F: 3 clusters Score -373710.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -373913.000000 Penalty: 4027.369629
	Iteration 5F: 3 clusters Score -373913 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -374058.468750 Penalty: 4027.369629
	Iteration 6Q: 3 clusters Score -374058.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -374118.406250 Penalty: 4027.369629
	Iteration 7Q: 3 clusters Score -374118.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -374148.625000 Penalty: 4027.369629
	Iteration 8Q: 3 clusters Score -374148.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -374160.843750 Penalty: 4027.369629
	Iteration 9Q: 3 clusters Score -374160.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -374169.312500 Penalty: 4027.369629
	Iteration 10Q: 3 clusters Score -374169.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -374172.625000 Penalty: 4027.369629
	Iteration 11Q: 3 clusters Score -374172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -374173.750000 Penalty: 4027.369629
	Iteration 12Q: 3 clusters Score -374173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -374174.218750 Penalty: 4027.369629
	Iteration 13Q: 3 clusters Score -374174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -374175.125000 Penalty: 4027.369629
	Iteration 14Q: 3 clusters Score -374175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -374175.031250 Penalty: 4027.369629
	Iteration 15Q: 3 clusters Score -374175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -374176.375000 Penalty: 4027.369629
	Iteration 16Q: 3 clusters Score -374176.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -374177.968750 Penalty: 4027.369629
	Iteration 17Q: 3 clusters Score -374178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -374180.062500 Penalty: 4027.369629
	Iteration 18Q: 3 clusters Score -374180.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -374183.031250 Penalty: 4027.369629
	Iteration 19Q: 3 clusters Score -374183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -374184.812500 Penalty: 4027.369629
	Iteration 20F: 3 clusters Score -374184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -374186.218750 Penalty: 4027.369629
	Iteration 21Q: 3 clusters Score -374186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -374187.312500 Penalty: 4027.369629
	Iteration 22Q: 3 clusters Score -374187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -374187.312500 Penalty: 4027.369629
	Iteration 23F: 3 clusters Score -374187.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Entering Unmasked Estep 
Score: -475433.875000 Penalty: 2063.712646
	Iteration 0F: 2 clusters Score -475433.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -471406.031250 Penalty: 4127.425293
	Iteration 0F: 3 clusters Score -471406 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -472309.937500 Penalty: 4127.425293
	Iteration 1F: 3 clusters Score -472309.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -472544.156250 Penalty: 4127.425293
	Iteration 2F: 3 clusters Score -472544.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -472689.656250 Penalty: 4127.425293
	Iteration 3F: 3 clusters Score -472689.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -472792.437500 Penalty: 4127.425293
	Iteration 4Q: 3 clusters Score -472792.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -472862.656250 Penalty: 4127.425293
	Iteration 5Q: 3 clusters Score -472862.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -472913.406250 Penalty: 4127.425293
	Iteration 6Q: 3 clusters Score -472913.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -472952.000000 Penalty: 4127.425293
	Iteration 7Q: 3 clusters Score -472952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -472981.281250 Penalty: 4127.425293
	Iteration 8Q: 3 clusters Score -472981.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -473009.156250 Penalty: 4127.425293
	Iteration 9Q: 3 clusters Score -473009.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -473036.093750 Penalty: 4127.425293
	Iteration 10Q: 3 clusters Score -473036.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -473058.812500 Penalty: 4127.425293
	Iteration 11Q: 3 clusters Score -473058.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -473079.906250 Penalty: 4127.425293
	Iteration 12Q: 3 clusters Score -473079.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -473093.968750 Penalty: 4127.425293
	Iteration 13Q: 3 clusters Score -473094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -473110.437500 Penalty: 4127.425293
	Iteration 14Q: 3 clusters Score -473110.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -473129.312500 Penalty: 4127.425293
	Iteration 15Q: 3 clusters Score -473129.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -473148.468750 Penalty: 4127.425293
	Iteration 16Q: 3 clusters Score -473148.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -473165.687500 Penalty: 4127.425293
	Iteration 17Q: 3 clusters Score -473165.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -473182.406250 Penalty: 4127.425293
	Iteration 18Q: 3 clusters Score -473182.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -473199.843750 Penalty: 4127.425293
	Iteration 19Q: 3 clusters Score -473199.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -473211.125000 Penalty: 4127.425293
	Iteration 20F: 3 clusters Score -473211.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -473220.062500 Penalty: 4127.425293
	Iteration 21Q: 3 clusters Score -473220.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -473230.562500 Penalty: 4127.425293
	Iteration 22Q: 3 clusters Score -473230.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -473239.687500 Penalty: 4127.425293
	Iteration 23Q: 3 clusters Score -473239.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -473245.500000 Penalty: 4127.425293
	Iteration 24Q: 3 clusters Score -473245.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -473248.750000 Penalty: 4127.425293
	Iteration 25Q: 3 clusters Score -473248.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -473252.968750 Penalty: 4127.425293
	Iteration 26Q: 3 clusters Score -473253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -473257.000000 Penalty: 4127.425293
	Iteration 27Q: 3 clusters Score -473257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -473257.156250 Penalty: 4127.425293
	Iteration 28Q: 3 clusters Score -473257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -473260.062500 Penalty: 4127.425293
	Iteration 29Q: 3 clusters Score -473260.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -473261.750000 Penalty: 4127.425293
	Iteration 30Q: 3 clusters Score -473261.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -473264.968750 Penalty: 4127.425293
	Iteration 31Q: 3 clusters Score -473265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -473267.468750 Penalty: 4127.425293
	Iteration 32Q: 3 clusters Score -473267.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -473271.187500 Penalty: 4127.425293
	Iteration 33Q: 3 clusters Score -473271.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -473277.218750 Penalty: 4127.425293
	Iteration 34Q: 3 clusters Score -473277.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -473284.781250 Penalty: 4127.425293
	Iteration 35Q: 3 clusters Score -473284.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -473295.250000 Penalty: 4127.425293
	Iteration 36Q: 3 clusters Score -473295.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -473307.562500 Penalty: 4127.425293
	Iteration 37Q: 3 clusters Score -473307.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -473318.062500 Penalty: 4127.425293
	Iteration 38Q: 3 clusters Score -473318.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -473323.250000 Penalty: 4127.425293
	Iteration 39Q: 3 clusters Score -473323.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -473323.968750 Penalty: 4127.425293
	Iteration 40F: 3 clusters Score -473324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -473325.500000 Penalty: 4127.425293
	Iteration 41Q: 3 clusters Score -473325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -473325.562500 Penalty: 4127.425293
	Iteration 42Q: 3 clusters Score -473325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -473325.500000 Penalty: 4127.425293
	Iteration 43Q: 3 clusters Score -473325.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -473327.125000 Penalty: 4127.425293
	Iteration 44Q: 3 clusters Score -473327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -473329.093750 Penalty: 4127.425293
	Iteration 45Q: 3 clusters Score -473329.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -473329.687500 Penalty: 4127.425293
	Iteration 46Q: 3 clusters Score -473329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -473330.406250 Penalty: 4127.425293
	Iteration 47Q: 3 clusters Score -473330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -473331.250000 Penalty: 4127.425293
	Iteration 48Q: 3 clusters Score -473331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -473333.687500 Penalty: 4127.425293
	Iteration 49Q: 3 clusters Score -473333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -473335.281250 Penalty: 4127.425293
	Iteration 50Q: 3 clusters Score -473335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -473335.156250 Penalty: 4127.425293
	Iteration 51Q: 3 clusters Score -473335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -473336.093750 Penalty: 4127.425293
	Iteration 52Q: 3 clusters Score -473336.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -473336.906250 Penalty: 4127.425293
	Iteration 53Q: 3 clusters Score -473336.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -473338.031250 Penalty: 4127.425293
	Iteration 54Q: 3 clusters Score -473338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -473337.843750 Penalty: 4127.425293
	Iteration 55Q: 3 clusters Score -473337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -473339.125000 Penalty: 4127.425293
	Iteration 56Q: 3 clusters Score -473339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -473340.156250 Penalty: 4127.425293
	Iteration 57Q: 3 clusters Score -473340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -473343.562500 Penalty: 4127.425293
	Iteration 58Q: 3 clusters Score -473343.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -473345.906250 Penalty: 4127.425293
	Iteration 59Q: 3 clusters Score -473345.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -473349.187500 Penalty: 4127.425293
	Iteration 60F: 3 clusters Score -473349.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -473350.312500 Penalty: 4127.425293
	Iteration 61Q: 3 clusters Score -473350.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -473351.687500 Penalty: 4127.425293
	Iteration 62Q: 3 clusters Score -473351.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -473353.343750 Penalty: 4127.425293
	Iteration 63Q: 3 clusters Score -473353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -473354.812500 Penalty: 4127.425293
	Iteration 64Q: 3 clusters Score -473354.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -473357.437500 Penalty: 4127.425293
	Iteration 65Q: 3 clusters Score -473357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -473358.468750 Penalty: 4127.425293
	Iteration 66Q: 3 clusters Score -473358.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -473358.468750 Penalty: 4127.425293
	Iteration 67F: 3 clusters Score -473358.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (39268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Entering Unmasked Estep 
Score: -4714136.500000 Penalty: 2623.385010
	Iteration 0F: 2 clusters Score -4714136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -4687449.000000 Penalty: 5246.770020
	Iteration 0F: 3 clusters Score -4687449 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4697316.500000 Penalty: 5246.770020
	Iteration 1F: 3 clusters Score -4697316 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4697774.000000 Penalty: 5246.770020
	Iteration 2Q: 3 clusters Score -4697774 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -4698188.000000 Penalty: 5246.770020
	Iteration 3Q: 3 clusters Score -4698188 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4698564.500000 Penalty: 5246.770020
	Iteration 4Q: 3 clusters Score -4698564 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -4699043.500000 Penalty: 5246.770020
	Iteration 5Q: 3 clusters Score -4699044 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -4699761.500000 Penalty: 5246.770020
	Iteration 6Q: 3 clusters Score -4699762 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4700968.500000 Penalty: 5246.770020
	Iteration 7F: 3 clusters Score -4700968 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -4702937.500000 Penalty: 5246.770020
	Iteration 8F: 3 clusters Score -4702938 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -4705612.000000 Penalty: 5246.770020
	Iteration 9F: 3 clusters Score -4705612 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4708250.000000 Penalty: 5246.770020
	Iteration 10F: 3 clusters Score -4708250 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4710157.500000 Penalty: 5246.770020
	Iteration 11Q: 3 clusters Score -4710158 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4711138.000000 Penalty: 5246.770020
	Iteration 12Q: 3 clusters Score -4711138 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4711523.500000 Penalty: 5246.770020
	Iteration 13Q: 3 clusters Score -4711524 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4711678.500000 Penalty: 5246.770020
	Iteration 14Q: 3 clusters Score -4711678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4711755.000000 Penalty: 5246.770020
	Iteration 15Q: 3 clusters Score -4711755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4711795.500000 Penalty: 5246.770020
	Iteration 16Q: 3 clusters Score -4711796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4711819.000000 Penalty: 5246.770020
	Iteration 17Q: 3 clusters Score -4711819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4711826.500000 Penalty: 5246.770020
	Iteration 18Q: 3 clusters Score -4711826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4711831.500000 Penalty: 5246.770020
	Iteration 19Q: 3 clusters Score -4711832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4711852.500000 Penalty: 5246.770020
	Iteration 20F: 3 clusters Score -4711852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4711865.000000 Penalty: 5246.770020
	Iteration 21Q: 3 clusters Score -4711865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4711871.500000 Penalty: 5246.770020
	Iteration 22Q: 3 clusters Score -4711872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4711873.000000 Penalty: 5246.770020
	Iteration 23Q: 3 clusters Score -4711873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4711871.000000 Penalty: 5246.770020
	Iteration 24Q: 3 clusters Score -4711871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4711874.000000 Penalty: 5246.770020
	Iteration 25Q: 3 clusters Score -4711874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4711872.500000 Penalty: 5246.770020
	Iteration 26Q: 3 clusters Score -4711872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4711872.500000 Penalty: 5246.770020
	Iteration 27F: 3 clusters Score -4711872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Entering Unmasked Estep 
Score: -4729041.000000 Penalty: 2626.579102
	Iteration 0F: 2 clusters Score -4729041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -4702111.500000 Penalty: 5253.158203
	Iteration 0F: 3 clusters Score -4702112 nChanged 18197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4712249.500000 Penalty: 5253.158203
	Iteration 1F: 3 clusters Score -4712250 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -4712963.000000 Penalty: 5253.158203
	Iteration 2Q: 3 clusters Score -4712963 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -4713800.500000 Penalty: 5253.158203
	Iteration 3Q: 3 clusters Score -4713800 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -4714829.000000 Penalty: 5253.158203
	Iteration 4F: 3 clusters Score -4714829 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -4716202.000000 Penalty: 5253.158203
	Iteration 5F: 3 clusters Score -4716202 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -4718101.000000 Penalty: 5253.158203
	Iteration 6F: 3 clusters Score -4718101 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -4720414.500000 Penalty: 5253.158203
	Iteration 7F: 3 clusters Score -4720414 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -4722771.500000 Penalty: 5253.158203
	Iteration 8F: 3 clusters Score -4722772 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4724615.000000 Penalty: 5253.158203
	Iteration 9F: 3 clusters Score -4724615 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4725698.500000 Penalty: 5253.158203
	Iteration 10Q: 3 clusters Score -4725698 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4726215.000000 Penalty: 5253.158203
	Iteration 11Q: 3 clusters Score -4726215 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4726455.000000 Penalty: 5253.158203
	Iteration 12Q: 3 clusters Score -4726455 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4726545.500000 Penalty: 5253.158203
	Iteration 13Q: 3 clusters Score -4726546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4726603.000000 Penalty: 5253.158203
	Iteration 14Q: 3 clusters Score -4726603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4726644.000000 Penalty: 5253.158203
	Iteration 15Q: 3 clusters Score -4726644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4726670.500000 Penalty: 5253.158203
	Iteration 16Q: 3 clusters Score -4726670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4726680.500000 Penalty: 5253.158203
	Iteration 17Q: 3 clusters Score -4726680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4726689.500000 Penalty: 5253.158203
	Iteration 18Q: 3 clusters Score -4726690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4726693.500000 Penalty: 5253.158203
	Iteration 19Q: 3 clusters Score -4726694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4726702.500000 Penalty: 5253.158203
	Iteration 20F: 3 clusters Score -4726702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4726705.500000 Penalty: 5253.158203
	Iteration 21Q: 3 clusters Score -4726706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4726716.000000 Penalty: 5253.158203
	Iteration 22Q: 3 clusters Score -4726716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4726720.000000 Penalty: 5253.158203
	Iteration 23Q: 3 clusters Score -4726720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4726720.000000 Penalty: 5253.158203
	Iteration 24F: 3 clusters Score -4726720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Entering Unmasked Estep 
Score: -666636.437500 Penalty: 2136.845947
	Iteration 0F: 2 clusters Score -666636.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -661849.125000 Penalty: 4273.691895
	Iteration 0F: 3 clusters Score -661849.1 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -663120.187500 Penalty: 4273.691895
	Iteration 1F: 3 clusters Score -663120.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -663424.687500 Penalty: 4273.691895
	Iteration 2F: 3 clusters Score -663424.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -663635.125000 Penalty: 4273.691895
	Iteration 3F: 3 clusters Score -663635.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -663801.062500 Penalty: 4273.691895
	Iteration 4Q: 3 clusters Score -663801.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -663937.375000 Penalty: 4273.691895
	Iteration 5Q: 3 clusters Score -663937.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -664053.625000 Penalty: 4273.691895
	Iteration 6Q: 3 clusters Score -664053.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -664160.500000 Penalty: 4273.691895
	Iteration 7Q: 3 clusters Score -664160.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -664259.750000 Penalty: 4273.691895
	Iteration 8Q: 3 clusters Score -664259.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -664354.500000 Penalty: 4273.691895
	Iteration 9Q: 3 clusters Score -664354.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -664426.937500 Penalty: 4273.691895
	Iteration 10Q: 3 clusters Score -664426.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -664491.437500 Penalty: 4273.691895
	Iteration 11Q: 3 clusters Score -664491.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -664558.500000 Penalty: 4273.691895
	Iteration 12Q: 3 clusters Score -664558.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -664620.875000 Penalty: 4273.691895
	Iteration 13Q: 3 clusters Score -664620.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -664671.312500 Penalty: 4273.691895
	Iteration 14Q: 3 clusters Score -664671.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -664717.875000 Penalty: 4273.691895
	Iteration 15Q: 3 clusters Score -664717.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -664758.625000 Penalty: 4273.691895
	Iteration 16Q: 3 clusters Score -664758.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -664789.687500 Penalty: 4273.691895
	Iteration 17Q: 3 clusters Score -664789.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -664814.125000 Penalty: 4273.691895
	Iteration 18Q: 3 clusters Score -664814.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -664840.437500 Penalty: 4273.691895
	Iteration 19Q: 3 clusters Score -664840.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -664864.750000 Penalty: 4273.691895
	Iteration 20F: 3 clusters Score -664864.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -664886.687500 Penalty: 4273.691895
	Iteration 21Q: 3 clusters Score -664886.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -664905.187500 Penalty: 4273.691895
	Iteration 22Q: 3 clusters Score -664905.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -664917.187500 Penalty: 4273.691895
	Iteration 23Q: 3 clusters Score -664917.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -664924.750000 Penalty: 4273.691895
	Iteration 24Q: 3 clusters Score -664924.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -664930.187500 Penalty: 4273.691895
	Iteration 25Q: 3 clusters Score -664930.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -664934.562500 Penalty: 4273.691895
	Iteration 26Q: 3 clusters Score -664934.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -664940.812500 Penalty: 4273.691895
	Iteration 27Q: 3 clusters Score -664940.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -664943.375000 Penalty: 4273.691895
	Iteration 28Q: 3 clusters Score -664943.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -664944.000000 Penalty: 4273.691895
	Iteration 29Q: 3 clusters Score -664944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -664945.625000 Penalty: 4273.691895
	Iteration 30Q: 3 clusters Score -664945.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -664947.937500 Penalty: 4273.691895
	Iteration 31Q: 3 clusters Score -664947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -664950.562500 Penalty: 4273.691895
	Iteration 32Q: 3 clusters Score -664950.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -664953.937500 Penalty: 4273.691895
	Iteration 33Q: 3 clusters Score -664953.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -664957.125000 Penalty: 4273.691895
	Iteration 34Q: 3 clusters Score -664957.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -664960.312500 Penalty: 4273.691895
	Iteration 35Q: 3 clusters Score -664960.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -664964.437500 Penalty: 4273.691895
	Iteration 36Q: 3 clusters Score -664964.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -664968.500000 Penalty: 4273.691895
	Iteration 37Q: 3 clusters Score -664968.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -664973.812500 Penalty: 4273.691895
	Iteration 38Q: 3 clusters Score -664973.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -664978.750000 Penalty: 4273.691895
	Iteration 39Q: 3 clusters Score -664978.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -664982.937500 Penalty: 4273.691895
	Iteration 40F: 3 clusters Score -664982.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -664986.437500 Penalty: 4273.691895
	Iteration 41Q: 3 clusters Score -664986.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -664987.750000 Penalty: 4273.691895
	Iteration 42Q: 3 clusters Score -664987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -664989.750000 Penalty: 4273.691895
	Iteration 43Q: 3 clusters Score -664989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -664990.500000 Penalty: 4273.691895
	Iteration 44Q: 3 clusters Score -664990.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -664991.437500 Penalty: 4273.691895
	Iteration 45Q: 3 clusters Score -664991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -664990.500000 Penalty: 4273.691895
	Iteration 46Q: 3 clusters Score -664990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -664990.500000 Penalty: 4273.691895
	Iteration 47F: 3 clusters Score -664990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Entering Unmasked Estep 
Score: -1027093.375000 Penalty: 2251.303467
	Iteration 0F: 2 clusters Score -1027093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1020165.250000 Penalty: 4502.606934
	Iteration 0F: 3 clusters Score -1020165 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1022092.500000 Penalty: 4502.606934
	Iteration 1F: 3 clusters Score -1022092 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1022303.375000 Penalty: 4502.606934
	Iteration 2F: 3 clusters Score -1022303 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1022440.812500 Penalty: 4502.606934
	Iteration 3Q: 3 clusters Score -1022441 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1022567.437500 Penalty: 4502.606934
	Iteration 4Q: 3 clusters Score -1022567 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1022666.437500 Penalty: 4502.606934
	Iteration 5Q: 3 clusters Score -1022666 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1022755.687500 Penalty: 4502.606934
	Iteration 6Q: 3 clusters Score -1022756 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1022846.687500 Penalty: 4502.606934
	Iteration 7Q: 3 clusters Score -1022847 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1022917.687500 Penalty: 4502.606934
	Iteration 8Q: 3 clusters Score -1022918 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1023002.312500 Penalty: 4502.606934
	Iteration 9Q: 3 clusters Score -1023002 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1023075.000000 Penalty: 4502.606934
	Iteration 10Q: 3 clusters Score -1023075 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1023146.875000 Penalty: 4502.606934
	Iteration 11Q: 3 clusters Score -1023147 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1023203.437500 Penalty: 4502.606934
	Iteration 12Q: 3 clusters Score -1023203 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1023258.812500 Penalty: 4502.606934
	Iteration 13Q: 3 clusters Score -1023259 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1023321.500000 Penalty: 4502.606934
	Iteration 14Q: 3 clusters Score -1023322 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1023381.625000 Penalty: 4502.606934
	Iteration 15Q: 3 clusters Score -1023382 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1023433.375000 Penalty: 4502.606934
	Iteration 16Q: 3 clusters Score -1023433 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1023486.812500 Penalty: 4502.606934
	Iteration 17Q: 3 clusters Score -1023487 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1023552.750000 Penalty: 4502.606934
	Iteration 18Q: 3 clusters Score -1023553 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1023619.312500 Penalty: 4502.606934
	Iteration 19Q: 3 clusters Score -1023619 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1023688.437500 Penalty: 4502.606934
	Iteration 20F: 3 clusters Score -1023688 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1023750.937500 Penalty: 4502.606934
	Iteration 21Q: 3 clusters Score -1023751 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1023807.437500 Penalty: 4502.606934
	Iteration 22Q: 3 clusters Score -1023807 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1023864.750000 Penalty: 4502.606934
	Iteration 23Q: 3 clusters Score -1023865 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1023919.062500 Penalty: 4502.606934
	Iteration 24Q: 3 clusters Score -1023919 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1023979.562500 Penalty: 4502.606934
	Iteration 25Q: 3 clusters Score -1023980 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1024042.625000 Penalty: 4502.606934
	Iteration 26Q: 3 clusters Score -1024043 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1024106.875000 Penalty: 4502.606934
	Iteration 27Q: 3 clusters Score -1024107 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1024173.000000 Penalty: 4502.606934
	Iteration 28Q: 3 clusters Score -1024173 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1024219.937500 Penalty: 4502.606934
	Iteration 29Q: 3 clusters Score -1024220 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1024275.312500 Penalty: 4502.606934
	Iteration 30Q: 3 clusters Score -1024275 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1024330.562500 Penalty: 4502.606934
	Iteration 31Q: 3 clusters Score -1024331 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1024396.812500 Penalty: 4502.606934
	Iteration 32Q: 3 clusters Score -1024397 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1024472.500000 Penalty: 4502.606934
	Iteration 33Q: 3 clusters Score -1024472 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1024559.812500 Penalty: 4502.606934
	Iteration 34Q: 3 clusters Score -1024560 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1024643.187500 Penalty: 4502.606934
	Iteration 35Q: 3 clusters Score -1024643 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1024723.062500 Penalty: 4502.606934
	Iteration 36Q: 3 clusters Score -1024723 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1024797.687500 Penalty: 4502.606934
	Iteration 37Q: 3 clusters Score -1024798 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1024867.125000 Penalty: 4502.606934
	Iteration 38Q: 3 clusters Score -1024867 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1024925.250000 Penalty: 4502.606934
	Iteration 39Q: 3 clusters Score -1024925 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1024970.812500 Penalty: 4502.606934
	Iteration 40F: 3 clusters Score -1024971 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1025004.500000 Penalty: 4502.606934
	Iteration 41Q: 3 clusters Score -1025004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1025031.875000 Penalty: 4502.606934
	Iteration 42Q: 3 clusters Score -1025032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1025053.687500 Penalty: 4502.606934
	Iteration 43Q: 3 clusters Score -1025054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1025070.687500 Penalty: 4502.606934
	Iteration 44Q: 3 clusters Score -1025071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1025083.500000 Penalty: 4502.606934
	Iteration 45Q: 3 clusters Score -1025084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1025098.312500 Penalty: 4502.606934
	Iteration 46Q: 3 clusters Score -1025098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1025110.875000 Penalty: 4502.606934
	Iteration 47Q: 3 clusters Score -1025111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1025123.437500 Penalty: 4502.606934
	Iteration 48Q: 3 clusters Score -1025123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1025135.000000 Penalty: 4502.606934
	Iteration 49Q: 3 clusters Score -1025135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1025144.375000 Penalty: 4502.606934
	Iteration 50Q: 3 clusters Score -1025144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1025148.875000 Penalty: 4502.606934
	Iteration 51Q: 3 clusters Score -1025149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1025151.625000 Penalty: 4502.606934
	Iteration 52Q: 3 clusters Score -1025152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1025158.312500 Penalty: 4502.606934
	Iteration 53Q: 3 clusters Score -1025158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1025159.250000 Penalty: 4502.606934
	Iteration 54Q: 3 clusters Score -1025159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1025160.312500 Penalty: 4502.606934
	Iteration 55Q: 3 clusters Score -1025160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1025160.312500 Penalty: 4502.606934
	Iteration 56F: 3 clusters Score -1025160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Entering Unmasked Estep 
Score: -2399599.750000 Penalty: 2460.464844
	Iteration 0F: 2 clusters Score -2399600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2385129.500000 Penalty: 4920.929688
	Iteration 0F: 3 clusters Score -2385130 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2390046.500000 Penalty: 4920.929688
	Iteration 1F: 3 clusters Score -2390046 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2390478.000000 Penalty: 4920.929688
	Iteration 2F: 3 clusters Score -2390478 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2390889.500000 Penalty: 4920.929688
	Iteration 3Q: 3 clusters Score -2390890 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2391286.750000 Penalty: 4920.929688
	Iteration 4Q: 3 clusters Score -2391287 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2391739.500000 Penalty: 4920.929688
	Iteration 5Q: 3 clusters Score -2391740 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2392311.250000 Penalty: 4920.929688
	Iteration 6F: 3 clusters Score -2392311 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2393089.750000 Penalty: 4920.929688
	Iteration 7F: 3 clusters Score -2393090 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2394096.500000 Penalty: 4920.929688
	Iteration 8F: 3 clusters Score -2394096 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2395190.000000 Penalty: 4920.929688
	Iteration 9F: 3 clusters Score -2395190 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2396050.250000 Penalty: 4920.929688
	Iteration 10Q: 3 clusters Score -2396050 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2396592.250000 Penalty: 4920.929688
	Iteration 11Q: 3 clusters Score -2396592 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2396907.500000 Penalty: 4920.929688
	Iteration 12Q: 3 clusters Score -2396908 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2397098.250000 Penalty: 4920.929688
	Iteration 13Q: 3 clusters Score -2397098 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2397210.750000 Penalty: 4920.929688
	Iteration 14Q: 3 clusters Score -2397211 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2397291.250000 Penalty: 4920.929688
	Iteration 15Q: 3 clusters Score -2397291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2397340.250000 Penalty: 4920.929688
	Iteration 16Q: 3 clusters Score -2397340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2397375.750000 Penalty: 4920.929688
	Iteration 17Q: 3 clusters Score -2397376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2397391.500000 Penalty: 4920.929688
	Iteration 18Q: 3 clusters Score -2397392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2397399.500000 Penalty: 4920.929688
	Iteration 19Q: 3 clusters Score -2397400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2397407.000000 Penalty: 4920.929688
	Iteration 20F: 3 clusters Score -2397407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2397422.250000 Penalty: 4920.929688
	Iteration 21Q: 3 clusters Score -2397422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2397430.500000 Penalty: 4920.929688
	Iteration 22Q: 3 clusters Score -2397430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2397439.750000 Penalty: 4920.929688
	Iteration 23Q: 3 clusters Score -2397440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2397443.750000 Penalty: 4920.929688
	Iteration 24Q: 3 clusters Score -2397444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2397445.750000 Penalty: 4920.929688
	Iteration 25Q: 3 clusters Score -2397446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2397447.000000 Penalty: 4920.929688
	Iteration 26Q: 3 clusters Score -2397447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2397447.000000 Penalty: 4920.929688
	Iteration 27F: 3 clusters Score -2397447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173849 members 
Mstep: Class 2 contains 90136 members 
Mstep: Class 3 contains 34813 members 
Mstep: Class 4 contains 5718 members 
Mstep: Class 5 contains 174004 members 
Mstep: Class 6 contains 24776 members 
Mstep: Class 7 contains 11501 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8274 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14997 members 
Mstep: Class 13 contains 110172 members 
Mstep: Class 14 contains 150178 members 
Mstep: Class 15 contains 164044 members 
Mstep: Class 16 contains 65485 members 
Mstep: Class 17 contains 94546 members 
Mstep: Class 18 contains 19868 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 7563 members 
Mstep: Class 22 contains 27498 members 
Mstep: Class 23 contains 12471 members 
Mstep: Class 24 contains 16060 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4111 members 
Mstep: Class 27 contains 39268 members 
Mstep: Class 28 contains 39777 members 
Mstep: Class 29 contains 5521 members 
Mstep: Class 30 contains 8759 members 
Mstep: Class 31 contains 20358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060880.000000 Penalty: 108497.656250
Iteration 159Q: 32 clusters Score -1.560609e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173848 members 
Mstep: Class 2 contains 90160 members 
Mstep: Class 3 contains 34806 members 
Mstep: Class 4 contains 5717 members 
Mstep: Class 5 contains 173985 members 
Mstep: Class 6 contains 24766 members 
Mstep: Class 7 contains 11505 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8274 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 15007 members 
Mstep: Class 13 contains 110197 members 
Mstep: Class 14 contains 150188 members 
Mstep: Class 15 contains 164024 members 
Mstep: Class 16 contains 65454 members 
Mstep: Class 17 contains 94547 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 7563 members 
Mstep: Class 22 contains 27496 members 
Mstep: Class 23 contains 12469 members 
Mstep: Class 24 contains 16059 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4113 members 
Mstep: Class 27 contains 39274 members 
Mstep: Class 28 contains 39778 members 
Mstep: Class 29 contains 5526 members 
Mstep: Class 30 contains 8759 members 
Mstep: Class 31 contains 20369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060960.000000 Penalty: 108497.656250
Iteration 160F: 32 clusters Score -1.56061e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173843 members 
Mstep: Class 2 contains 90188 members 
Mstep: Class 3 contains 34802 members 
Mstep: Class 4 contains 5718 members 
Mstep: Class 5 contains 173957 members 
Mstep: Class 6 contains 24759 members 
Mstep: Class 7 contains 11500 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8274 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 15020 members 
Mstep: Class 13 contains 110218 members 
Mstep: Class 14 contains 150188 members 
Mstep: Class 15 contains 164013 members 
Mstep: Class 16 contains 65426 members 
Mstep: Class 17 contains 94548 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 7563 members 
Mstep: Class 22 contains 27494 members 
Mstep: Class 23 contains 12470 members 
Mstep: Class 24 contains 16060 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39284 members 
Mstep: Class 28 contains 39774 members 
Mstep: Class 29 contains 5534 members 
Mstep: Class 30 contains 8759 members 
Mstep: Class 31 contains 20378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060912.000000 Penalty: 108497.656250
Iteration 161Q: 32 clusters Score -1.560609e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173847 members 
Mstep: Class 2 contains 90223 members 
Mstep: Class 3 contains 34797 members 
Mstep: Class 4 contains 5719 members 
Mstep: Class 5 contains 173929 members 
Mstep: Class 6 contains 24752 members 
Mstep: Class 7 contains 11498 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8274 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 15027 members 
Mstep: Class 13 contains 110237 members 
Mstep: Class 14 contains 150191 members 
Mstep: Class 15 contains 164012 members 
Mstep: Class 16 contains 65389 members 
Mstep: Class 17 contains 94548 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6091 members 
Mstep: Class 21 contains 7563 members 
Mstep: Class 22 contains 27490 members 
Mstep: Class 23 contains 12469 members 
Mstep: Class 24 contains 16060 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39291 members 
Mstep: Class 28 contains 39774 members 
Mstep: Class 29 contains 5539 members 
Mstep: Class 30 contains 8759 members 
Mstep: Class 31 contains 20381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060832.000000 Penalty: 108497.656250
Iteration 162Q: 32 clusters Score -1.560608e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173856 members 
Mstep: Class 2 contains 90264 members 
Mstep: Class 3 contains 34788 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 173888 members 
Mstep: Class 6 contains 24744 members 
Mstep: Class 7 contains 11495 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8274 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 15034 members 
Mstep: Class 13 contains 110255 members 
Mstep: Class 14 contains 150185 members 
Mstep: Class 15 contains 164011 members 
Mstep: Class 16 contains 65367 members 
Mstep: Class 17 contains 94549 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6092 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 27484 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39296 members 
Mstep: Class 28 contains 39773 members 
Mstep: Class 29 contains 5546 members 
Mstep: Class 30 contains 8759 members 
Mstep: Class 31 contains 20385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060816.000000 Penalty: 108497.656250
Iteration 163Q: 32 clusters Score -1.560608e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173860 members 
Mstep: Class 2 contains 90304 members 
Mstep: Class 3 contains 34781 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 173845 members 
Mstep: Class 6 contains 24736 members 
Mstep: Class 7 contains 11495 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8274 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 15040 members 
Mstep: Class 13 contains 110260 members 
Mstep: Class 14 contains 150190 members 
Mstep: Class 15 contains 164016 members 
Mstep: Class 16 contains 65347 members 
Mstep: Class 17 contains 94551 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6092 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 27482 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16060 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39303 members 
Mstep: Class 28 contains 39770 members 
Mstep: Class 29 contains 5551 members 
Mstep: Class 30 contains 8759 members 
Mstep: Class 31 contains 20389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060672.000000 Penalty: 108497.656250
Iteration 164Q: 32 clusters Score -1.560607e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173867 members 
Mstep: Class 2 contains 90341 members 
Mstep: Class 3 contains 34773 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 173802 members 
Mstep: Class 6 contains 24732 members 
Mstep: Class 7 contains 11496 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8274 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 15043 members 
Mstep: Class 13 contains 110269 members 
Mstep: Class 14 contains 150194 members 
Mstep: Class 15 contains 164018 members 
Mstep: Class 16 contains 65329 members 
Mstep: Class 17 contains 94549 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6092 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 27472 members 
Mstep: Class 23 contains 12473 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39309 members 
Mstep: Class 28 contains 39766 members 
Mstep: Class 29 contains 5559 members 
Mstep: Class 30 contains 8759 members 
Mstep: Class 31 contains 20399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060560.000000 Penalty: 108497.656250
Iteration 165Q: 32 clusters Score -1.560606e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173872 members 
Mstep: Class 2 contains 90376 members 
Mstep: Class 3 contains 34765 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 173766 members 
Mstep: Class 6 contains 24726 members 
Mstep: Class 7 contains 11496 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8274 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 15045 members 
Mstep: Class 13 contains 110275 members 
Mstep: Class 14 contains 150202 members 
Mstep: Class 15 contains 164010 members 
Mstep: Class 16 contains 65311 members 
Mstep: Class 17 contains 94549 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6092 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 27469 members 
Mstep: Class 23 contains 12473 members 
Mstep: Class 24 contains 16064 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39313 members 
Mstep: Class 28 contains 39767 members 
Mstep: Class 29 contains 5564 members 
Mstep: Class 30 contains 8759 members 
Mstep: Class 31 contains 20410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060560.000000 Penalty: 108497.656250
Iteration 166Q: 32 clusters Score -1.560606e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173869 members 
Mstep: Class 2 contains 90405 members 
Mstep: Class 3 contains 34759 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 173736 members 
Mstep: Class 6 contains 24721 members 
Mstep: Class 7 contains 11497 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8274 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 15050 members 
Mstep: Class 13 contains 110295 members 
Mstep: Class 14 contains 150203 members 
Mstep: Class 15 contains 163993 members 
Mstep: Class 16 contains 65287 members 
Mstep: Class 17 contains 94551 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6092 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 27469 members 
Mstep: Class 23 contains 12473 members 
Mstep: Class 24 contains 16067 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4113 members 
Mstep: Class 27 contains 39325 members 
Mstep: Class 28 contains 39764 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 8759 members 
Mstep: Class 31 contains 20419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060688.000000 Penalty: 108497.656250
Iteration 167Q: 32 clusters Score -1.560607e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173872 members 
Mstep: Class 2 contains 90431 members 
Mstep: Class 3 contains 34746 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 173729 members 
Mstep: Class 6 contains 24718 members 
Mstep: Class 7 contains 11492 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15054 members 
Mstep: Class 13 contains 110316 members 
Mstep: Class 14 contains 150204 members 
Mstep: Class 15 contains 163967 members 
Mstep: Class 16 contains 65269 members 
Mstep: Class 17 contains 94555 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6093 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 27464 members 
Mstep: Class 23 contains 12473 members 
Mstep: Class 24 contains 16067 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39329 members 
Mstep: Class 28 contains 39762 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 8759 members 
Mstep: Class 31 contains 20423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060784.000000 Penalty: 108497.656250
Iteration 168Q: 32 clusters Score -1.560608e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173882 members 
Mstep: Class 2 contains 90453 members 
Mstep: Class 3 contains 34741 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 173712 members 
Mstep: Class 6 contains 24715 members 
Mstep: Class 7 contains 11492 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15060 members 
Mstep: Class 13 contains 110342 members 
Mstep: Class 14 contains 150203 members 
Mstep: Class 15 contains 163944 members 
Mstep: Class 16 contains 65253 members 
Mstep: Class 17 contains 94555 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6093 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 27461 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16067 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39331 members 
Mstep: Class 28 contains 39760 members 
Mstep: Class 29 contains 5583 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060752.000000 Penalty: 108497.656250
Iteration 169Q: 32 clusters Score -1.560608e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173889 members 
Mstep: Class 2 contains 90465 members 
Mstep: Class 3 contains 34733 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 173712 members 
Mstep: Class 6 contains 24712 members 
Mstep: Class 7 contains 11489 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 110364 members 
Mstep: Class 14 contains 150203 members 
Mstep: Class 15 contains 163928 members 
Mstep: Class 16 contains 65237 members 
Mstep: Class 17 contains 94557 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6094 members 
Mstep: Class 21 contains 7562 members 
Mstep: Class 22 contains 27459 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16066 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39333 members 
Mstep: Class 28 contains 39757 members 
Mstep: Class 29 contains 5586 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060720.000000 Penalty: 108497.656250
Iteration 170Q: 32 clusters Score -1.560607e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173888 members 
Mstep: Class 2 contains 90476 members 
Mstep: Class 3 contains 34726 members 
Mstep: Class 4 contains 5719 members 
Mstep: Class 5 contains 173719 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 11486 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15068 members 
Mstep: Class 13 contains 110381 members 
Mstep: Class 14 contains 150199 members 
Mstep: Class 15 contains 163928 members 
Mstep: Class 16 contains 65223 members 
Mstep: Class 17 contains 94558 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6094 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 27457 members 
Mstep: Class 23 contains 12471 members 
Mstep: Class 24 contains 16066 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39331 members 
Mstep: Class 28 contains 39751 members 
Mstep: Class 29 contains 5594 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060624.000000 Penalty: 108497.656250
Iteration 171Q: 32 clusters Score -1.560606e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173889 members 
Mstep: Class 2 contains 90487 members 
Mstep: Class 3 contains 34720 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 173720 members 
Mstep: Class 6 contains 24702 members 
Mstep: Class 7 contains 11485 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15075 members 
Mstep: Class 13 contains 110393 members 
Mstep: Class 14 contains 150199 members 
Mstep: Class 15 contains 163911 members 
Mstep: Class 16 contains 65213 members 
Mstep: Class 17 contains 94560 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6094 members 
Mstep: Class 21 contains 7558 members 
Mstep: Class 22 contains 27456 members 
Mstep: Class 23 contains 12470 members 
Mstep: Class 24 contains 16065 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4113 members 
Mstep: Class 27 contains 39331 members 
Mstep: Class 28 contains 39752 members 
Mstep: Class 29 contains 5602 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060544.000000 Penalty: 108497.656250
Iteration 172Q: 32 clusters Score -1.560605e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173886 members 
Mstep: Class 2 contains 90491 members 
Mstep: Class 3 contains 34709 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 173716 members 
Mstep: Class 6 contains 24699 members 
Mstep: Class 7 contains 11486 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15082 members 
Mstep: Class 13 contains 110406 members 
Mstep: Class 14 contains 150201 members 
Mstep: Class 15 contains 163898 members 
Mstep: Class 16 contains 65204 members 
Mstep: Class 17 contains 94562 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6094 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 27456 members 
Mstep: Class 23 contains 12470 members 
Mstep: Class 24 contains 16065 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4111 members 
Mstep: Class 27 contains 39332 members 
Mstep: Class 28 contains 39755 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060688.000000 Penalty: 108497.656250
Iteration 173Q: 32 clusters Score -1.560607e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173882 members 
Mstep: Class 2 contains 90493 members 
Mstep: Class 3 contains 34707 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 173716 members 
Mstep: Class 6 contains 24695 members 
Mstep: Class 7 contains 11487 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15087 members 
Mstep: Class 13 contains 110420 members 
Mstep: Class 14 contains 150201 members 
Mstep: Class 15 contains 163889 members 
Mstep: Class 16 contains 65196 members 
Mstep: Class 17 contains 94562 members 
Mstep: Class 18 contains 19864 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6094 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 27459 members 
Mstep: Class 23 contains 12470 members 
Mstep: Class 24 contains 16065 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4111 members 
Mstep: Class 27 contains 39330 members 
Mstep: Class 28 contains 39756 members 
Mstep: Class 29 contains 5610 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060672.000000 Penalty: 108497.656250
Iteration 174Q: 32 clusters Score -1.560607e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173879 members 
Mstep: Class 2 contains 90498 members 
Mstep: Class 3 contains 34707 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 173709 members 
Mstep: Class 6 contains 24694 members 
Mstep: Class 7 contains 11488 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15088 members 
Mstep: Class 13 contains 110432 members 
Mstep: Class 14 contains 150196 members 
Mstep: Class 15 contains 163880 members 
Mstep: Class 16 contains 65190 members 
Mstep: Class 17 contains 94562 members 
Mstep: Class 18 contains 19864 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6094 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 27459 members 
Mstep: Class 23 contains 12473 members 
Mstep: Class 24 contains 16064 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4111 members 
Mstep: Class 27 contains 39329 members 
Mstep: Class 28 contains 39761 members 
Mstep: Class 29 contains 5612 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060624.000000 Penalty: 108497.656250
Iteration 175Q: 32 clusters Score -1.560606e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173879 members 
Mstep: Class 2 contains 90505 members 
Mstep: Class 3 contains 34703 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 173703 members 
Mstep: Class 6 contains 24693 members 
Mstep: Class 7 contains 11488 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15095 members 
Mstep: Class 13 contains 110445 members 
Mstep: Class 14 contains 150198 members 
Mstep: Class 15 contains 163863 members 
Mstep: Class 16 contains 65185 members 
Mstep: Class 17 contains 94562 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7558 members 
Mstep: Class 22 contains 27460 members 
Mstep: Class 23 contains 12473 members 
Mstep: Class 24 contains 16065 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 39331 members 
Mstep: Class 28 contains 39761 members 
Mstep: Class 29 contains 5613 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060656.000000 Penalty: 108497.656250
Iteration 176Q: 32 clusters Score -1.560607e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173883 members 
Mstep: Class 2 contains 90514 members 
Mstep: Class 3 contains 34700 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 173697 members 
Mstep: Class 6 contains 24693 members 
Mstep: Class 7 contains 11488 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15097 members 
Mstep: Class 13 contains 110455 members 
Mstep: Class 14 contains 150190 members 
Mstep: Class 15 contains 163854 members 
Mstep: Class 16 contains 65183 members 
Mstep: Class 17 contains 94562 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7557 members 
Mstep: Class 22 contains 27461 members 
Mstep: Class 23 contains 12473 members 
Mstep: Class 24 contains 16063 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39332 members 
Mstep: Class 28 contains 39762 members 
Mstep: Class 29 contains 5614 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060656.000000 Penalty: 108497.656250
Iteration 177Q: 32 clusters Score -1.560607e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173882 members 
Mstep: Class 2 contains 90521 members 
Mstep: Class 3 contains 34700 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 173685 members 
Mstep: Class 6 contains 24691 members 
Mstep: Class 7 contains 11488 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15099 members 
Mstep: Class 13 contains 110471 members 
Mstep: Class 14 contains 150192 members 
Mstep: Class 15 contains 163845 members 
Mstep: Class 16 contains 65181 members 
Mstep: Class 17 contains 94562 members 
Mstep: Class 18 contains 19864 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7556 members 
Mstep: Class 22 contains 27460 members 
Mstep: Class 23 contains 12473 members 
Mstep: Class 24 contains 16063 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39332 members 
Mstep: Class 28 contains 39760 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060688.000000 Penalty: 108497.656250
Iteration 178Q: 32 clusters Score -1.560607e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173877 members 
Mstep: Class 2 contains 90530 members 
Mstep: Class 3 contains 34698 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 173687 members 
Mstep: Class 6 contains 24686 members 
Mstep: Class 7 contains 11487 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15103 members 
Mstep: Class 13 contains 110488 members 
Mstep: Class 14 contains 150192 members 
Mstep: Class 15 contains 163831 members 
Mstep: Class 16 contains 65178 members 
Mstep: Class 17 contains 94562 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7555 members 
Mstep: Class 22 contains 27459 members 
Mstep: Class 23 contains 12473 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39333 members 
Mstep: Class 28 contains 39759 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060688.000000 Penalty: 108497.656250
Iteration 179Q: 32 clusters Score -1.560607e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173877 members 
Mstep: Class 2 contains 90541 members 
Mstep: Class 3 contains 34696 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 173676 members 
Mstep: Class 6 contains 24685 members 
Mstep: Class 7 contains 11487 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15107 members 
Mstep: Class 13 contains 110494 members 
Mstep: Class 14 contains 150192 members 
Mstep: Class 15 contains 163828 members 
Mstep: Class 16 contains 65174 members 
Mstep: Class 17 contains 94563 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7554 members 
Mstep: Class 22 contains 27461 members 
Mstep: Class 23 contains 12473 members 
Mstep: Class 24 contains 16062 members 
Mstep: Class 25 contains 3359 members 
Mstep: Class 26 contains 4113 members 
Mstep: Class 27 contains 39333 members 
Mstep: Class 28 contains 39758 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060768.000000 Penalty: 108497.656250
Iteration 180F: 32 clusters Score -1.560608e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173876 members 
Mstep: Class 2 contains 90557 members 
Mstep: Class 3 contains 34696 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 173667 members 
Mstep: Class 6 contains 24684 members 
Mstep: Class 7 contains 11486 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15107 members 
Mstep: Class 13 contains 110505 members 
Mstep: Class 14 contains 150192 members 
Mstep: Class 15 contains 163823 members 
Mstep: Class 16 contains 65162 members 
Mstep: Class 17 contains 94564 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7553 members 
Mstep: Class 22 contains 27464 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3360 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39334 members 
Mstep: Class 28 contains 39756 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060864.000000 Penalty: 108497.656250
Iteration 181Q: 32 clusters Score -1.560609e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173875 members 
Mstep: Class 2 contains 90569 members 
Mstep: Class 3 contains 34691 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 173672 members 
Mstep: Class 6 contains 24683 members 
Mstep: Class 7 contains 11486 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15108 members 
Mstep: Class 13 contains 110517 members 
Mstep: Class 14 contains 150189 members 
Mstep: Class 15 contains 163817 members 
Mstep: Class 16 contains 65153 members 
Mstep: Class 17 contains 94564 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7551 members 
Mstep: Class 22 contains 27463 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16060 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39332 members 
Mstep: Class 28 contains 39754 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060896.000000 Penalty: 108497.656250
Iteration 182Q: 32 clusters Score -1.560609e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173877 members 
Mstep: Class 2 contains 90586 members 
Mstep: Class 3 contains 34684 members 
Mstep: Class 4 contains 5725 members 
Mstep: Class 5 contains 173667 members 
Mstep: Class 6 contains 24680 members 
Mstep: Class 7 contains 11487 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15111 members 
Mstep: Class 13 contains 110524 members 
Mstep: Class 14 contains 150189 members 
Mstep: Class 15 contains 163814 members 
Mstep: Class 16 contains 65142 members 
Mstep: Class 17 contains 94562 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7552 members 
Mstep: Class 22 contains 27465 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39332 members 
Mstep: Class 28 contains 39753 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060800.000000 Penalty: 108497.656250
Iteration 183Q: 32 clusters Score -1.560608e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173878 members 
Mstep: Class 2 contains 90597 members 
Mstep: Class 3 contains 34684 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 173659 members 
Mstep: Class 6 contains 24680 members 
Mstep: Class 7 contains 11488 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15111 members 
Mstep: Class 13 contains 110526 members 
Mstep: Class 14 contains 150189 members 
Mstep: Class 15 contains 163814 members 
Mstep: Class 16 contains 65131 members 
Mstep: Class 17 contains 94560 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7553 members 
Mstep: Class 22 contains 27467 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39333 members 
Mstep: Class 28 contains 39753 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060672.000000 Penalty: 108497.656250
Iteration 184Q: 32 clusters Score -1.560607e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173880 members 
Mstep: Class 2 contains 90611 members 
Mstep: Class 3 contains 34682 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 173653 members 
Mstep: Class 6 contains 24681 members 
Mstep: Class 7 contains 11487 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15114 members 
Mstep: Class 13 contains 110530 members 
Mstep: Class 14 contains 150188 members 
Mstep: Class 15 contains 163819 members 
Mstep: Class 16 contains 65111 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7553 members 
Mstep: Class 22 contains 27468 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39335 members 
Mstep: Class 28 contains 39752 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060608.000000 Penalty: 108497.656250
Iteration 185Q: 32 clusters Score -1.560606e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173881 members 
Mstep: Class 2 contains 90618 members 
Mstep: Class 3 contains 34682 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 173648 members 
Mstep: Class 6 contains 24681 members 
Mstep: Class 7 contains 11487 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15116 members 
Mstep: Class 13 contains 110530 members 
Mstep: Class 14 contains 150191 members 
Mstep: Class 15 contains 163821 members 
Mstep: Class 16 contains 65098 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7553 members 
Mstep: Class 22 contains 27469 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16057 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39340 members 
Mstep: Class 28 contains 39750 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060704.000000 Penalty: 108497.656250
Iteration 186Q: 32 clusters Score -1.560607e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173876 members 
Mstep: Class 2 contains 90625 members 
Mstep: Class 3 contains 34682 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 173639 members 
Mstep: Class 6 contains 24680 members 
Mstep: Class 7 contains 11487 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15118 members 
Mstep: Class 13 contains 110537 members 
Mstep: Class 14 contains 150190 members 
Mstep: Class 15 contains 163819 members 
Mstep: Class 16 contains 65099 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7553 members 
Mstep: Class 22 contains 27470 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16057 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39341 members 
Mstep: Class 28 contains 39749 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060784.000000 Penalty: 108497.656250
Iteration 187Q: 32 clusters Score -1.560608e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173874 members 
Mstep: Class 2 contains 90636 members 
Mstep: Class 3 contains 34683 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 173625 members 
Mstep: Class 6 contains 24680 members 
Mstep: Class 7 contains 11487 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15121 members 
Mstep: Class 13 contains 110543 members 
Mstep: Class 14 contains 150184 members 
Mstep: Class 15 contains 163815 members 
Mstep: Class 16 contains 65097 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7553 members 
Mstep: Class 22 contains 27469 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39344 members 
Mstep: Class 28 contains 39751 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060720.000000 Penalty: 108497.656250
Iteration 188Q: 32 clusters Score -1.560607e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173870 members 
Mstep: Class 2 contains 90644 members 
Mstep: Class 3 contains 34683 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 173619 members 
Mstep: Class 6 contains 24679 members 
Mstep: Class 7 contains 11487 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15123 members 
Mstep: Class 13 contains 110545 members 
Mstep: Class 14 contains 150180 members 
Mstep: Class 15 contains 163818 members 
Mstep: Class 16 contains 65094 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7553 members 
Mstep: Class 22 contains 27469 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39345 members 
Mstep: Class 28 contains 39750 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060736.000000 Penalty: 108497.656250
Iteration 189Q: 32 clusters Score -1.560607e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173865 members 
Mstep: Class 2 contains 90658 members 
Mstep: Class 3 contains 34677 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 173608 members 
Mstep: Class 6 contains 24679 members 
Mstep: Class 7 contains 11489 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15124 members 
Mstep: Class 13 contains 110549 members 
Mstep: Class 14 contains 150180 members 
Mstep: Class 15 contains 163816 members 
Mstep: Class 16 contains 65089 members 
Mstep: Class 17 contains 94558 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7553 members 
Mstep: Class 22 contains 27469 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39349 members 
Mstep: Class 28 contains 39750 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060848.000000 Penalty: 108497.656250
Iteration 190Q: 32 clusters Score -1.560608e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173863 members 
Mstep: Class 2 contains 90672 members 
Mstep: Class 3 contains 34676 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 173602 members 
Mstep: Class 6 contains 24678 members 
Mstep: Class 7 contains 11488 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15125 members 
Mstep: Class 13 contains 110554 members 
Mstep: Class 14 contains 150177 members 
Mstep: Class 15 contains 163813 members 
Mstep: Class 16 contains 65083 members 
Mstep: Class 17 contains 94557 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7553 members 
Mstep: Class 22 contains 27470 members 
Mstep: Class 23 contains 12473 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39348 members 
Mstep: Class 28 contains 39750 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060800.000000 Penalty: 108497.656250
Iteration 191Q: 32 clusters Score -1.560608e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173862 members 
Mstep: Class 2 contains 90677 members 
Mstep: Class 3 contains 34675 members 
Mstep: Class 4 contains 5728 members 
Mstep: Class 5 contains 173597 members 
Mstep: Class 6 contains 24679 members 
Mstep: Class 7 contains 11485 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15127 members 
Mstep: Class 13 contains 110559 members 
Mstep: Class 14 contains 150178 members 
Mstep: Class 15 contains 163805 members 
Mstep: Class 16 contains 65083 members 
Mstep: Class 17 contains 94557 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7552 members 
Mstep: Class 22 contains 27472 members 
Mstep: Class 23 contains 12474 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39346 members 
Mstep: Class 28 contains 39751 members 
Mstep: Class 29 contains 5618 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060784.000000 Penalty: 108497.656250
Iteration 192Q: 32 clusters Score -1.560608e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173863 members 
Mstep: Class 2 contains 90681 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5728 members 
Mstep: Class 5 contains 173595 members 
Mstep: Class 6 contains 24679 members 
Mstep: Class 7 contains 11485 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15130 members 
Mstep: Class 13 contains 110563 members 
Mstep: Class 14 contains 150177 members 
Mstep: Class 15 contains 163799 members 
Mstep: Class 16 contains 65075 members 
Mstep: Class 17 contains 94557 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7552 members 
Mstep: Class 22 contains 27471 members 
Mstep: Class 23 contains 12474 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39348 members 
Mstep: Class 28 contains 39751 members 
Mstep: Class 29 contains 5621 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060816.000000 Penalty: 108497.656250
Iteration 193Q: 32 clusters Score -1.560608e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173855 members 
Mstep: Class 2 contains 90684 members 
Mstep: Class 3 contains 34673 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 173590 members 
Mstep: Class 6 contains 24675 members 
Mstep: Class 7 contains 11485 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15132 members 
Mstep: Class 13 contains 110571 members 
Mstep: Class 14 contains 150178 members 
Mstep: Class 15 contains 163793 members 
Mstep: Class 16 contains 65071 members 
Mstep: Class 17 contains 94557 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7552 members 
Mstep: Class 22 contains 27473 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39349 members 
Mstep: Class 28 contains 39751 members 
Mstep: Class 29 contains 5625 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060880.000000 Penalty: 108497.656250
Iteration 194Q: 32 clusters Score -1.560609e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173849 members 
Mstep: Class 2 contains 90683 members 
Mstep: Class 3 contains 34672 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 173591 members 
Mstep: Class 6 contains 24671 members 
Mstep: Class 7 contains 11485 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15133 members 
Mstep: Class 13 contains 110580 members 
Mstep: Class 14 contains 150178 members 
Mstep: Class 15 contains 163786 members 
Mstep: Class 16 contains 65069 members 
Mstep: Class 17 contains 94557 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 7552 members 
Mstep: Class 22 contains 27472 members 
Mstep: Class 23 contains 12477 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39352 members 
Mstep: Class 28 contains 39751 members 
Mstep: Class 29 contains 5626 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060880.000000 Penalty: 108497.656250
Iteration 195Q: 32 clusters Score -1.560609e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173842 members 
Mstep: Class 2 contains 90685 members 
Mstep: Class 3 contains 34672 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 173582 members 
Mstep: Class 6 contains 24669 members 
Mstep: Class 7 contains 11485 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15135 members 
Mstep: Class 13 contains 110593 members 
Mstep: Class 14 contains 150180 members 
Mstep: Class 15 contains 163779 members 
Mstep: Class 16 contains 65065 members 
Mstep: Class 17 contains 94558 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6096 members 
Mstep: Class 21 contains 7551 members 
Mstep: Class 22 contains 27472 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39353 members 
Mstep: Class 28 contains 39751 members 
Mstep: Class 29 contains 5626 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060736.000000 Penalty: 108497.656250
Iteration 196Q: 32 clusters Score -1.560607e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173840 members 
Mstep: Class 2 contains 90684 members 
Mstep: Class 3 contains 34672 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 173579 members 
Mstep: Class 6 contains 24669 members 
Mstep: Class 7 contains 11484 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15135 members 
Mstep: Class 13 contains 110600 members 
Mstep: Class 14 contains 150182 members 
Mstep: Class 15 contains 163777 members 
Mstep: Class 16 contains 65061 members 
Mstep: Class 17 contains 94558 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7549 members 
Mstep: Class 22 contains 27473 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39352 members 
Mstep: Class 28 contains 39752 members 
Mstep: Class 29 contains 5626 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060688.000000 Penalty: 108497.656250
Iteration 197Q: 32 clusters Score -1.560607e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173838 members 
Mstep: Class 2 contains 90686 members 
Mstep: Class 3 contains 34672 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 173579 members 
Mstep: Class 6 contains 24667 members 
Mstep: Class 7 contains 11484 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15136 members 
Mstep: Class 13 contains 110606 members 
Mstep: Class 14 contains 150180 members 
Mstep: Class 15 contains 163775 members 
Mstep: Class 16 contains 65054 members 
Mstep: Class 17 contains 94558 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7548 members 
Mstep: Class 22 contains 27475 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39354 members 
Mstep: Class 28 contains 39752 members 
Mstep: Class 29 contains 5626 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060736.000000 Penalty: 108497.656250
Iteration 198Q: 32 clusters Score -1.560607e+08 nChanged 38
Entering ConstructFrom: 
Score: -156060736.000000 Penalty: 108497.656250
Entering ConstructFrom: 
Trying to split cluster 1 (173836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173836 members 
Entering Unmasked Estep 
Score: -20755338.000000 Penalty: 2992.335205
	Iteration 0F: 2 clusters Score -2.075534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86681 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -20645832.000000 Penalty: 5984.670410
	Iteration 0F: 3 clusters Score -2.064583e+07 nChanged 83416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -20694236.000000 Penalty: 5984.670410
	Iteration 1F: 3 clusters Score -2.069424e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 92170 members 
Entering Unmasked Estep 
Score: -20695128.000000 Penalty: 5984.670410
	Iteration 2Q: 3 clusters Score -2.069513e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 94862 members 
Entering Unmasked Estep 
Score: -20696404.000000 Penalty: 5984.670410
	Iteration 3Q: 3 clusters Score -2.06964e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 99039 members 
Entering Unmasked Estep 
Score: -20698218.000000 Penalty: 5984.670410
	Iteration 4Q: 3 clusters Score -2.069822e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 105424 members 
Entering Unmasked Estep 
Score: -20701604.000000 Penalty: 5984.670410
	Iteration 5Q: 3 clusters Score -2.07016e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 114628 members 
Entering Unmasked Estep 
Score: -20707402.000000 Penalty: 5984.670410
	Iteration 6F: 3 clusters Score -2.07074e+07 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 126776 members 
Entering Unmasked Estep 
Score: -20716566.000000 Penalty: 5984.670410
	Iteration 7F: 3 clusters Score -2.071657e+07 nChanged 13986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 140736 members 
Entering Unmasked Estep 
Score: -20728572.000000 Penalty: 5984.670410
	Iteration 8F: 3 clusters Score -2.072857e+07 nChanged 13252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 153980 members 
Entering Unmasked Estep 
Score: -20739652.000000 Penalty: 5984.670410
	Iteration 9F: 3 clusters Score -2.073965e+07 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 163637 members 
Entering Unmasked Estep 
Score: -20747062.000000 Penalty: 5984.670410
	Iteration 10F: 3 clusters Score -2.074706e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 169054 members 
Entering Unmasked Estep 
Score: -20750356.000000 Penalty: 5984.670410
	Iteration 11Q: 3 clusters Score -2.075036e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 171507 members 
Entering Unmasked Estep 
Score: -20751632.000000 Penalty: 5984.670410
	Iteration 12Q: 3 clusters Score -2.075163e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 172555 members 
Entering Unmasked Estep 
Score: -20752212.000000 Penalty: 5984.670410
	Iteration 13Q: 3 clusters Score -2.075221e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 172965 members 
Entering Unmasked Estep 
Score: -20752444.000000 Penalty: 5984.670410
	Iteration 14Q: 3 clusters Score -2.075244e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 173160 members 
Entering Unmasked Estep 
Score: -20752616.000000 Penalty: 5984.670410
	Iteration 15Q: 3 clusters Score -2.075262e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 173249 members 
Entering Unmasked Estep 
Score: -20752662.000000 Penalty: 5984.670410
	Iteration 16Q: 3 clusters Score -2.075266e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 173291 members 
Entering Unmasked Estep 
Score: -20752674.000000 Penalty: 5984.670410
	Iteration 17Q: 3 clusters Score -2.075267e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 173314 members 
Entering Unmasked Estep 
Score: -20752706.000000 Penalty: 5984.670410
	Iteration 18Q: 3 clusters Score -2.075271e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 173339 members 
Entering Unmasked Estep 
Score: -20752726.000000 Penalty: 5984.670410
	Iteration 19Q: 3 clusters Score -2.075273e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 173358 members 
Entering Unmasked Estep 
Score: -20752748.000000 Penalty: 5984.670410
	Iteration 20F: 3 clusters Score -2.075275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 173376 members 
Entering Unmasked Estep 
Score: -20752764.000000 Penalty: 5984.670410
	Iteration 21Q: 3 clusters Score -2.075276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 173388 members 
Entering Unmasked Estep 
Score: -20752764.000000 Penalty: 5984.670410
	Iteration 22Q: 3 clusters Score -2.075276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 173400 members 
Entering Unmasked Estep 
Score: -20752774.000000 Penalty: 5984.670410
	Iteration 23Q: 3 clusters Score -2.075277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 173406 members 
Entering Unmasked Estep 
Score: -20752780.000000 Penalty: 5984.670410
	Iteration 24Q: 3 clusters Score -2.075278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 173414 members 
Entering Unmasked Estep 
Score: -20752804.000000 Penalty: 5984.670410
	Iteration 25Q: 3 clusters Score -2.07528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 173416 members 
Entering Unmasked Estep 
Score: -20752804.000000 Penalty: 5984.670410
	Iteration 26Q: 3 clusters Score -2.07528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 173420 members 
Entering Unmasked Estep 
Score: -20752810.000000 Penalty: 5984.670410
	Iteration 27Q: 3 clusters Score -2.075281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 173423 members 
Entering Unmasked Estep 
Score: -20752820.000000 Penalty: 5984.670410
	Iteration 28Q: 3 clusters Score -2.075282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 173423 members 
Entering Unmasked Estep 
Score: -20752810.000000 Penalty: 5984.670410
	Iteration 29Q: 3 clusters Score -2.075281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 173424 members 
Entering Unmasked Estep 
Score: -20752816.000000 Penalty: 5984.670410
	Iteration 30Q: 3 clusters Score -2.075282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 173424 members 
Entering Unmasked Estep 
Score: -20752816.000000 Penalty: 5984.670410
	Iteration 31F: 3 clusters Score -2.075282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (90686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90686 members 
Entering Unmasked Estep 
Score: -10760528.000000 Penalty: 2830.959229
	Iteration 0F: 2 clusters Score -1.076053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -10699870.000000 Penalty: 5661.918457
	Iteration 0F: 3 clusters Score -1.069987e+07 nChanged 42874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -10724117.000000 Penalty: 5661.918457
	Iteration 1F: 3 clusters Score -1.072412e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -10724884.000000 Penalty: 5661.918457
	Iteration 2Q: 3 clusters Score -1.072488e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -10725677.000000 Penalty: 5661.918457
	Iteration 3Q: 3 clusters Score -1.072568e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -10726572.000000 Penalty: 5661.918457
	Iteration 4Q: 3 clusters Score -1.072657e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -10727397.000000 Penalty: 5661.918457
	Iteration 5Q: 3 clusters Score -1.07274e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -10728401.000000 Penalty: 5661.918457
	Iteration 6Q: 3 clusters Score -1.07284e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -10729491.000000 Penalty: 5661.918457
	Iteration 7Q: 3 clusters Score -1.072949e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -10730736.000000 Penalty: 5661.918457
	Iteration 8Q: 3 clusters Score -1.073074e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -10732017.000000 Penalty: 5661.918457
	Iteration 9Q: 3 clusters Score -1.073202e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -10733732.000000 Penalty: 5661.918457
	Iteration 10Q: 3 clusters Score -1.073373e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -10736175.000000 Penalty: 5661.918457
	Iteration 11F: 3 clusters Score -1.073618e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -10739444.000000 Penalty: 5661.918457
	Iteration 12F: 3 clusters Score -1.073944e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -10743568.000000 Penalty: 5661.918457
	Iteration 13F: 3 clusters Score -1.074357e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -10747812.000000 Penalty: 5661.918457
	Iteration 14F: 3 clusters Score -1.074781e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -10751874.000000 Penalty: 5661.918457
	Iteration 15F: 3 clusters Score -1.075187e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -10754932.000000 Penalty: 5661.918457
	Iteration 16Q: 3 clusters Score -1.075493e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85839 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -10756536.000000 Penalty: 5661.918457
	Iteration 17Q: 3 clusters Score -1.075654e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87176 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -10757384.000000 Penalty: 5661.918457
	Iteration 18Q: 3 clusters Score -1.075738e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88016 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -10757799.000000 Penalty: 5661.918457
	Iteration 19Q: 3 clusters Score -1.07578e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -10758045.000000 Penalty: 5661.918457
	Iteration 20F: 3 clusters Score -1.075804e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88827 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -10758162.000000 Penalty: 5661.918457
	Iteration 21Q: 3 clusters Score -1.075816e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89028 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -10758267.000000 Penalty: 5661.918457
	Iteration 22Q: 3 clusters Score -1.075827e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89161 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -10758324.000000 Penalty: 5661.918457
	Iteration 23Q: 3 clusters Score -1.075832e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89257 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -10758391.000000 Penalty: 5661.918457
	Iteration 24Q: 3 clusters Score -1.075839e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -10758408.000000 Penalty: 5661.918457
	Iteration 25Q: 3 clusters Score -1.075841e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -10758448.000000 Penalty: 5661.918457
	Iteration 26Q: 3 clusters Score -1.075845e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -10758462.000000 Penalty: 5661.918457
	Iteration 27Q: 3 clusters Score -1.075846e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89459 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -10758483.000000 Penalty: 5661.918457
	Iteration 28Q: 3 clusters Score -1.075848e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89483 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10758479.000000 Penalty: 5661.918457
	Iteration 29Q: 3 clusters Score -1.075848e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89501 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -10758495.000000 Penalty: 5661.918457
	Iteration 30Q: 3 clusters Score -1.07585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10758500.000000 Penalty: 5661.918457
	Iteration 31Q: 3 clusters Score -1.07585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -10758495.000000 Penalty: 5661.918457
	Iteration 32Q: 3 clusters Score -1.07585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -10758504.000000 Penalty: 5661.918457
	Iteration 33Q: 3 clusters Score -1.07585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -10758511.000000 Penalty: 5661.918457
	Iteration 34Q: 3 clusters Score -1.075851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89554 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10758513.000000 Penalty: 5661.918457
	Iteration 35Q: 3 clusters Score -1.075851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10758520.000000 Penalty: 5661.918457
	Iteration 36Q: 3 clusters Score -1.075852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89569 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10758534.000000 Penalty: 5661.918457
	Iteration 37Q: 3 clusters Score -1.075853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89576 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -10758543.000000 Penalty: 5661.918457
	Iteration 38Q: 3 clusters Score -1.075854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89589 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10758533.000000 Penalty: 5661.918457
	Iteration 39Q: 3 clusters Score -1.075853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10758531.000000 Penalty: 5661.918457
	Iteration 40F: 3 clusters Score -1.075853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10758540.000000 Penalty: 5661.918457
	Iteration 41Q: 3 clusters Score -1.075854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10758544.000000 Penalty: 5661.918457
	Iteration 42Q: 3 clusters Score -1.075854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89603 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -10758550.000000 Penalty: 5661.918457
	Iteration 43Q: 3 clusters Score -1.075855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89605 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10758554.000000 Penalty: 5661.918457
	Iteration 44Q: 3 clusters Score -1.075855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10758551.000000 Penalty: 5661.918457
	Iteration 45Q: 3 clusters Score -1.075855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10758551.000000 Penalty: 5661.918457
	Iteration 46F: 3 clusters Score -1.075855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Entering Unmasked Estep 
Score: -4121916.750000 Penalty: 2592.514648
	Iteration 0F: 2 clusters Score -4121917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -4098312.250000 Penalty: 5185.029297
	Iteration 0F: 3 clusters Score -4098312 nChanged 15781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -4106913.000000 Penalty: 5185.029297
	Iteration 1F: 3 clusters Score -4106913 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4107443.250000 Penalty: 5185.029297
	Iteration 2Q: 3 clusters Score -4107443 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -4107972.500000 Penalty: 5185.029297
	Iteration 3Q: 3 clusters Score -4107972 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -4108530.250000 Penalty: 5185.029297
	Iteration 4Q: 3 clusters Score -4108530 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -4109235.750000 Penalty: 5185.029297
	Iteration 5Q: 3 clusters Score -4109236 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -4110173.750000 Penalty: 5185.029297
	Iteration 6F: 3 clusters Score -4110174 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -4111521.250000 Penalty: 5185.029297
	Iteration 7F: 3 clusters Score -4111521 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -4113305.500000 Penalty: 5185.029297
	Iteration 8F: 3 clusters Score -4113306 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -4115287.250000 Penalty: 5185.029297
	Iteration 9F: 3 clusters Score -4115287 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4117005.250000 Penalty: 5185.029297
	Iteration 10F: 3 clusters Score -4117005 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -4118200.750000 Penalty: 5185.029297
	Iteration 11Q: 3 clusters Score -4118201 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4118914.250000 Penalty: 5185.029297
	Iteration 12Q: 3 clusters Score -4118914 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -4119322.500000 Penalty: 5185.029297
	Iteration 13Q: 3 clusters Score -4119322 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -4119537.500000 Penalty: 5185.029297
	Iteration 14Q: 3 clusters Score -4119538 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -4119637.250000 Penalty: 5185.029297
	Iteration 15Q: 3 clusters Score -4119637 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -4119723.250000 Penalty: 5185.029297
	Iteration 16Q: 3 clusters Score -4119723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4119764.500000 Penalty: 5185.029297
	Iteration 17Q: 3 clusters Score -4119764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -4119798.250000 Penalty: 5185.029297
	Iteration 18Q: 3 clusters Score -4119798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -4119821.500000 Penalty: 5185.029297
	Iteration 19Q: 3 clusters Score -4119822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -4119832.250000 Penalty: 5185.029297
	Iteration 20F: 3 clusters Score -4119832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -4119849.500000 Penalty: 5185.029297
	Iteration 21Q: 3 clusters Score -4119850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -4119862.250000 Penalty: 5185.029297
	Iteration 22Q: 3 clusters Score -4119862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -4119881.250000 Penalty: 5185.029297
	Iteration 23Q: 3 clusters Score -4119881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4119887.250000 Penalty: 5185.029297
	Iteration 24Q: 3 clusters Score -4119887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -4119889.750000 Penalty: 5185.029297
	Iteration 25Q: 3 clusters Score -4119890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -4119888.500000 Penalty: 5185.029297
	Iteration 26Q: 3 clusters Score -4119888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -4119894.000000 Penalty: 5185.029297
	Iteration 27Q: 3 clusters Score -4119894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -4119900.250000 Penalty: 5185.029297
	Iteration 28Q: 3 clusters Score -4119900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -4119899.250000 Penalty: 5185.029297
	Iteration 29Q: 3 clusters Score -4119899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4119903.000000 Penalty: 5185.029297
	Iteration 30Q: 3 clusters Score -4119903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4119904.000000 Penalty: 5185.029297
	Iteration 31Q: 3 clusters Score -4119904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -4119906.750000 Penalty: 5185.029297
	Iteration 32Q: 3 clusters Score -4119907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -4119908.750000 Penalty: 5185.029297
	Iteration 33Q: 3 clusters Score -4119909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -4119910.250000 Penalty: 5185.029297
	Iteration 34Q: 3 clusters Score -4119910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -4119911.750000 Penalty: 5185.029297
	Iteration 35Q: 3 clusters Score -4119912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -4119911.750000 Penalty: 5185.029297
	Iteration 36F: 3 clusters Score -4119912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -685313.125000 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -685313.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -680300.687500 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -680300.7 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -681482.375000 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -681482.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -681716.750000 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -681716.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -681883.000000 Penalty: 4292.035156
	Iteration 3Q: 3 clusters Score -681883 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -682029.250000 Penalty: 4292.035156
	Iteration 4Q: 3 clusters Score -682029.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -682154.062500 Penalty: 4292.035156
	Iteration 5Q: 3 clusters Score -682154.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -682254.562500 Penalty: 4292.035156
	Iteration 6Q: 3 clusters Score -682254.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -682340.750000 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -682340.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -682417.812500 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -682417.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -682499.062500 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -682499.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -682593.187500 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -682593.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -682684.625000 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -682684.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -682779.812500 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -682779.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -682861.187500 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -682861.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -682937.375000 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -682937.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -683007.250000 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -683007.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -683070.625000 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -683070.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -683120.062500 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -683120.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -683184.125000 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -683184.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -683224.625000 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -683224.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -683258.687500 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -683258.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -683288.437500 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -683288.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -683311.125000 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -683311.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -683329.125000 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -683329.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -683348.062500 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -683348.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -683362.250000 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -683362.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -683368.812500 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -683368.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -683375.062500 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -683375.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -683378.875000 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -683378.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -683382.687500 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -683382.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -683384.562500 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -683384.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -683388.687500 Penalty: 4292.035156
	Iteration 31Q: 3 clusters Score -683388.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -683394.812500 Penalty: 4292.035156
	Iteration 32Q: 3 clusters Score -683394.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -683396.750000 Penalty: 4292.035156
	Iteration 33Q: 3 clusters Score -683396.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -683399.750000 Penalty: 4292.035156
	Iteration 34Q: 3 clusters Score -683399.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -683403.437500 Penalty: 4292.035156
	Iteration 35Q: 3 clusters Score -683403.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -683404.625000 Penalty: 4292.035156
	Iteration 36Q: 3 clusters Score -683404.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -683407.375000 Penalty: 4292.035156
	Iteration 37Q: 3 clusters Score -683407.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -683407.875000 Penalty: 4292.035156
	Iteration 38Q: 3 clusters Score -683407.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -683409.187500 Penalty: 4292.035156
	Iteration 39Q: 3 clusters Score -683409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -683410.812500 Penalty: 4292.035156
	Iteration 40F: 3 clusters Score -683410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -683412.687500 Penalty: 4292.035156
	Iteration 41Q: 3 clusters Score -683412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -683412.812500 Penalty: 4292.035156
	Iteration 42Q: 3 clusters Score -683412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -683416.312500 Penalty: 4292.035156
	Iteration 43Q: 3 clusters Score -683416.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -683420.312500 Penalty: 4292.035156
	Iteration 44Q: 3 clusters Score -683420.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -683423.000000 Penalty: 4292.035156
	Iteration 45Q: 3 clusters Score -683423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -683424.875000 Penalty: 4292.035156
	Iteration 46Q: 3 clusters Score -683424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -683427.437500 Penalty: 4292.035156
	Iteration 47Q: 3 clusters Score -683427.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -683427.875000 Penalty: 4292.035156
	Iteration 48Q: 3 clusters Score -683427.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -683428.562500 Penalty: 4292.035156
	Iteration 49Q: 3 clusters Score -683428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -683430.375000 Penalty: 4292.035156
	Iteration 50Q: 3 clusters Score -683430.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -683429.937500 Penalty: 4292.035156
	Iteration 51Q: 3 clusters Score -683429.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -683429.937500 Penalty: 4292.035156
	Iteration 52Q: 3 clusters Score -683429.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -683429.937500 Penalty: 4292.035156
	Iteration 53F: 3 clusters Score -683429.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (173581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173581 members 
Entering Unmasked Estep 
Score: -20495994.000000 Penalty: 2991.971191
	Iteration 0F: 2 clusters Score -2.049599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 86799 members 
Entering Unmasked Estep 
Score: -20380460.000000 Penalty: 5983.942383
	Iteration 0F: 3 clusters Score -2.038046e+07 nChanged 83219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -20428832.000000 Penalty: 5983.942383
	Iteration 1F: 3 clusters Score -2.042883e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88581 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -20429522.000000 Penalty: 5983.942383
	Iteration 2Q: 3 clusters Score -2.042952e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89764 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -20430360.000000 Penalty: 5983.942383
	Iteration 3Q: 3 clusters Score -2.043036e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 81982 members 
Entering Unmasked Estep 
Score: -20431206.000000 Penalty: 5983.942383
	Iteration 4Q: 3 clusters Score -2.043121e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94340 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -20432568.000000 Penalty: 5983.942383
	Iteration 5Q: 3 clusters Score -2.043257e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98460 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
Score: -20434292.000000 Penalty: 5983.942383
	Iteration 6Q: 3 clusters Score -2.043429e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104428 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -20436832.000000 Penalty: 5983.942383
	Iteration 7Q: 3 clusters Score -2.043683e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112916 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -20441360.000000 Penalty: 5983.942383
	Iteration 8F: 3 clusters Score -2.044136e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124595 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -20449120.000000 Penalty: 5983.942383
	Iteration 9F: 3 clusters Score -2.044912e+07 nChanged 14374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138959 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -20460722.000000 Penalty: 5983.942383
	Iteration 10F: 3 clusters Score -2.046072e+07 nChanged 14472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153431 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -20474168.000000 Penalty: 5983.942383
	Iteration 11F: 3 clusters Score -2.047417e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164499 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -20484908.000000 Penalty: 5983.942383
	Iteration 12F: 3 clusters Score -2.048491e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -20490272.000000 Penalty: 5983.942383
	Iteration 13Q: 3 clusters Score -2.049027e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172360 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -20492238.000000 Penalty: 5983.942383
	Iteration 14Q: 3 clusters Score -2.049224e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172973 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -20492864.000000 Penalty: 5983.942383
	Iteration 15Q: 3 clusters Score -2.049286e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173132 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -20493112.000000 Penalty: 5983.942383
	Iteration 16Q: 3 clusters Score -2.049311e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173195 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -20493252.000000 Penalty: 5983.942383
	Iteration 17Q: 3 clusters Score -2.049325e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173224 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -20493300.000000 Penalty: 5983.942383
	Iteration 18Q: 3 clusters Score -2.04933e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173238 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -20493330.000000 Penalty: 5983.942383
	Iteration 19Q: 3 clusters Score -2.049333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173248 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -20493360.000000 Penalty: 5983.942383
	Iteration 20F: 3 clusters Score -2.049336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173257 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -20493396.000000 Penalty: 5983.942383
	Iteration 21Q: 3 clusters Score -2.04934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173256 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20493410.000000 Penalty: 5983.942383
	Iteration 22Q: 3 clusters Score -2.049341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173258 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -20493406.000000 Penalty: 5983.942383
	Iteration 23Q: 3 clusters Score -2.049341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173260 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -20493430.000000 Penalty: 5983.942383
	Iteration 24Q: 3 clusters Score -2.049343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173262 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -20493458.000000 Penalty: 5983.942383
	Iteration 25Q: 3 clusters Score -2.049346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173263 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20493456.000000 Penalty: 5983.942383
	Iteration 26Q: 3 clusters Score -2.049346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173264 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20493448.000000 Penalty: 5983.942383
	Iteration 27Q: 3 clusters Score -2.049345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173264 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20493448.000000 Penalty: 5983.942383
	Iteration 28F: 3 clusters Score -2.049345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Entering Unmasked Estep 
Score: -2840621.250000 Penalty: 2508.078857
	Iteration 0F: 2 clusters Score -2840621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2823520.250000 Penalty: 5016.157715
	Iteration 0F: 3 clusters Score -2823520 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2829737.000000 Penalty: 5016.157715
	Iteration 1F: 3 clusters Score -2829737 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2830811.000000 Penalty: 5016.157715
	Iteration 2F: 3 clusters Score -2830811 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2832541.250000 Penalty: 5016.157715
	Iteration 3F: 3 clusters Score -2832541 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2834629.000000 Penalty: 5016.157715
	Iteration 4F: 3 clusters Score -2834629 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2836601.500000 Penalty: 5016.157715
	Iteration 5F: 3 clusters Score -2836602 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2837912.500000 Penalty: 5016.157715
	Iteration 6F: 3 clusters Score -2837912 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2838492.250000 Penalty: 5016.157715
	Iteration 7Q: 3 clusters Score -2838492 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2838779.250000 Penalty: 5016.157715
	Iteration 8Q: 3 clusters Score -2838779 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2838939.000000 Penalty: 5016.157715
	Iteration 9Q: 3 clusters Score -2838939 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2839040.750000 Penalty: 5016.157715
	Iteration 10Q: 3 clusters Score -2839041 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2839120.500000 Penalty: 5016.157715
	Iteration 11Q: 3 clusters Score -2839120 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2839179.750000 Penalty: 5016.157715
	Iteration 12Q: 3 clusters Score -2839180 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2839226.250000 Penalty: 5016.157715
	Iteration 13Q: 3 clusters Score -2839226 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2839264.750000 Penalty: 5016.157715
	Iteration 14Q: 3 clusters Score -2839265 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2839289.000000 Penalty: 5016.157715
	Iteration 15Q: 3 clusters Score -2839289 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2839304.500000 Penalty: 5016.157715
	Iteration 16Q: 3 clusters Score -2839304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2839327.500000 Penalty: 5016.157715
	Iteration 17Q: 3 clusters Score -2839328 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2839348.250000 Penalty: 5016.157715
	Iteration 18Q: 3 clusters Score -2839348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2839371.250000 Penalty: 5016.157715
	Iteration 19Q: 3 clusters Score -2839371 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2839386.250000 Penalty: 5016.157715
	Iteration 20F: 3 clusters Score -2839386 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2839393.500000 Penalty: 5016.157715
	Iteration 21Q: 3 clusters Score -2839394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2839399.500000 Penalty: 5016.157715
	Iteration 22Q: 3 clusters Score -2839400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2839416.250000 Penalty: 5016.157715
	Iteration 23Q: 3 clusters Score -2839416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2839422.250000 Penalty: 5016.157715
	Iteration 24Q: 3 clusters Score -2839422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2839432.250000 Penalty: 5016.157715
	Iteration 25Q: 3 clusters Score -2839432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2839444.500000 Penalty: 5016.157715
	Iteration 26Q: 3 clusters Score -2839444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2839445.000000 Penalty: 5016.157715
	Iteration 27Q: 3 clusters Score -2839445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2839450.250000 Penalty: 5016.157715
	Iteration 28Q: 3 clusters Score -2839450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2839458.250000 Penalty: 5016.157715
	Iteration 29Q: 3 clusters Score -2839458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2839462.000000 Penalty: 5016.157715
	Iteration 30Q: 3 clusters Score -2839462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2839464.500000 Penalty: 5016.157715
	Iteration 31Q: 3 clusters Score -2839464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2839479.750000 Penalty: 5016.157715
	Iteration 32Q: 3 clusters Score -2839480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2839497.250000 Penalty: 5016.157715
	Iteration 33Q: 3 clusters Score -2839497 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2839512.750000 Penalty: 5016.157715
	Iteration 34Q: 3 clusters Score -2839513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2839515.500000 Penalty: 5016.157715
	Iteration 35Q: 3 clusters Score -2839516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -2839523.500000 Penalty: 5016.157715
	Iteration 36Q: 3 clusters Score -2839524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2839534.500000 Penalty: 5016.157715
	Iteration 37Q: 3 clusters Score -2839534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2839549.500000 Penalty: 5016.157715
	Iteration 38Q: 3 clusters Score -2839550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -2839548.250000 Penalty: 5016.157715
	Iteration 39Q: 3 clusters Score -2839548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2839559.500000 Penalty: 5016.157715
	Iteration 40F: 3 clusters Score -2839560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2839572.000000 Penalty: 5016.157715
	Iteration 41Q: 3 clusters Score -2839572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2839578.750000 Penalty: 5016.157715
	Iteration 42Q: 3 clusters Score -2839579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -2839586.250000 Penalty: 5016.157715
	Iteration 43Q: 3 clusters Score -2839586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2839592.500000 Penalty: 5016.157715
	Iteration 44Q: 3 clusters Score -2839592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2839592.750000 Penalty: 5016.157715
	Iteration 45Q: 3 clusters Score -2839593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2839599.500000 Penalty: 5016.157715
	Iteration 46Q: 3 clusters Score -2839600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2839600.500000 Penalty: 5016.157715
	Iteration 47Q: 3 clusters Score -2839600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -2839605.000000 Penalty: 5016.157715
	Iteration 48Q: 3 clusters Score -2839605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2839603.750000 Penalty: 5016.157715
	Iteration 49Q: 3 clusters Score -2839604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -2839608.250000 Penalty: 5016.157715
	Iteration 50Q: 3 clusters Score -2839608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2839620.000000 Penalty: 5016.157715
	Iteration 51Q: 3 clusters Score -2839620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2839628.750000 Penalty: 5016.157715
	Iteration 52Q: 3 clusters Score -2839629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2839640.500000 Penalty: 5016.157715
	Iteration 53Q: 3 clusters Score -2839640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2839659.500000 Penalty: 5016.157715
	Iteration 54Q: 3 clusters Score -2839660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2839692.250000 Penalty: 5016.157715
	Iteration 55Q: 3 clusters Score -2839692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2839786.500000 Penalty: 5016.157715
	Iteration 56Q: 3 clusters Score -2839786 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2839913.000000 Penalty: 5016.157715
	Iteration 57Q: 3 clusters Score -2839913 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2839976.500000 Penalty: 5016.157715
	Iteration 58Q: 3 clusters Score -2839976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2840012.000000 Penalty: 5016.157715
	Iteration 59Q: 3 clusters Score -2840012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2840031.500000 Penalty: 5016.157715
	Iteration 60F: 3 clusters Score -2840032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2840045.500000 Penalty: 5016.157715
	Iteration 61Q: 3 clusters Score -2840046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -2840054.250000 Penalty: 5016.157715
	Iteration 62Q: 3 clusters Score -2840054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -2840064.750000 Penalty: 5016.157715
	Iteration 63Q: 3 clusters Score -2840065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2840063.250000 Penalty: 5016.157715
	Iteration 64Q: 3 clusters Score -2840063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2840069.000000 Penalty: 5016.157715
	Iteration 65Q: 3 clusters Score -2840069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2840074.250000 Penalty: 5016.157715
	Iteration 66Q: 3 clusters Score -2840074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2840086.500000 Penalty: 5016.157715
	Iteration 67Q: 3 clusters Score -2840086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2840098.750000 Penalty: 5016.157715
	Iteration 68Q: 3 clusters Score -2840099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2840103.000000 Penalty: 5016.157715
	Iteration 69Q: 3 clusters Score -2840103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2840104.500000 Penalty: 5016.157715
	Iteration 70Q: 3 clusters Score -2840104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2840102.000000 Penalty: 5016.157715
	Iteration 71Q: 3 clusters Score -2840102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2840103.750000 Penalty: 5016.157715
	Iteration 72Q: 3 clusters Score -2840104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2840104.000000 Penalty: 5016.157715
	Iteration 73Q: 3 clusters Score -2840104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2840104.000000 Penalty: 5016.157715
	Iteration 74F: 3 clusters Score -2840104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Entering Unmasked Estep 
Score: -1241612.625000 Penalty: 2318.479980
	Iteration 0F: 2 clusters Score -1241613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1233049.250000 Penalty: 4636.959961
	Iteration 0F: 3 clusters Score -1233049 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1235859.375000 Penalty: 4636.959961
	Iteration 1F: 3 clusters Score -1235859 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1236532.375000 Penalty: 4636.959961
	Iteration 2F: 3 clusters Score -1236532 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1237376.500000 Penalty: 4636.959961
	Iteration 3F: 3 clusters Score -1237376 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1238250.125000 Penalty: 4636.959961
	Iteration 4F: 3 clusters Score -1238250 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1238961.000000 Penalty: 4636.959961
	Iteration 5F: 3 clusters Score -1238961 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1239443.750000 Penalty: 4636.959961
	Iteration 6F: 3 clusters Score -1239444 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1239764.875000 Penalty: 4636.959961
	Iteration 7Q: 3 clusters Score -1239765 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1239976.500000 Penalty: 4636.959961
	Iteration 8Q: 3 clusters Score -1239976 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1240132.250000 Penalty: 4636.959961
	Iteration 9Q: 3 clusters Score -1240132 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1240263.750000 Penalty: 4636.959961
	Iteration 10Q: 3 clusters Score -1240264 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1240383.000000 Penalty: 4636.959961
	Iteration 11Q: 3 clusters Score -1240383 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1240488.000000 Penalty: 4636.959961
	Iteration 12Q: 3 clusters Score -1240488 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1240587.875000 Penalty: 4636.959961
	Iteration 13Q: 3 clusters Score -1240588 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1240666.875000 Penalty: 4636.959961
	Iteration 14Q: 3 clusters Score -1240667 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1240746.000000 Penalty: 4636.959961
	Iteration 15Q: 3 clusters Score -1240746 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1240807.375000 Penalty: 4636.959961
	Iteration 16Q: 3 clusters Score -1240807 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1240848.375000 Penalty: 4636.959961
	Iteration 17Q: 3 clusters Score -1240848 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1240882.250000 Penalty: 4636.959961
	Iteration 18Q: 3 clusters Score -1240882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1240914.750000 Penalty: 4636.959961
	Iteration 19Q: 3 clusters Score -1240915 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1240941.625000 Penalty: 4636.959961
	Iteration 20F: 3 clusters Score -1240942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1240950.250000 Penalty: 4636.959961
	Iteration 21Q: 3 clusters Score -1240950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1240968.250000 Penalty: 4636.959961
	Iteration 22Q: 3 clusters Score -1240968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1240980.875000 Penalty: 4636.959961
	Iteration 23Q: 3 clusters Score -1240981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1240985.875000 Penalty: 4636.959961
	Iteration 24Q: 3 clusters Score -1240986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1240992.875000 Penalty: 4636.959961
	Iteration 25Q: 3 clusters Score -1240993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1240996.875000 Penalty: 4636.959961
	Iteration 26Q: 3 clusters Score -1240997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1241000.375000 Penalty: 4636.959961
	Iteration 27Q: 3 clusters Score -1241000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1241008.625000 Penalty: 4636.959961
	Iteration 28Q: 3 clusters Score -1241009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1241022.125000 Penalty: 4636.959961
	Iteration 29Q: 3 clusters Score -1241022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1241031.000000 Penalty: 4636.959961
	Iteration 30Q: 3 clusters Score -1241031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1241037.125000 Penalty: 4636.959961
	Iteration 31Q: 3 clusters Score -1241037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1241036.000000 Penalty: 4636.959961
	Iteration 32Q: 3 clusters Score -1241036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1241045.750000 Penalty: 4636.959961
	Iteration 33Q: 3 clusters Score -1241046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1241049.500000 Penalty: 4636.959961
	Iteration 34Q: 3 clusters Score -1241050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1241054.375000 Penalty: 4636.959961
	Iteration 35Q: 3 clusters Score -1241054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1241062.000000 Penalty: 4636.959961
	Iteration 36Q: 3 clusters Score -1241062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1241062.875000 Penalty: 4636.959961
	Iteration 37Q: 3 clusters Score -1241063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1241067.000000 Penalty: 4636.959961
	Iteration 38Q: 3 clusters Score -1241067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1241074.125000 Penalty: 4636.959961
	Iteration 39Q: 3 clusters Score -1241074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1241079.125000 Penalty: 4636.959961
	Iteration 40F: 3 clusters Score -1241079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1241081.500000 Penalty: 4636.959961
	Iteration 41Q: 3 clusters Score -1241082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1241083.625000 Penalty: 4636.959961
	Iteration 42Q: 3 clusters Score -1241084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1241086.625000 Penalty: 4636.959961
	Iteration 43Q: 3 clusters Score -1241087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1241089.125000 Penalty: 4636.959961
	Iteration 44Q: 3 clusters Score -1241089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1241091.125000 Penalty: 4636.959961
	Iteration 45Q: 3 clusters Score -1241091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1241092.750000 Penalty: 4636.959961
	Iteration 46Q: 3 clusters Score -1241093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1241094.000000 Penalty: 4636.959961
	Iteration 47Q: 3 clusters Score -1241094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1241096.625000 Penalty: 4636.959961
	Iteration 48Q: 3 clusters Score -1241097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1241099.750000 Penalty: 4636.959961
	Iteration 49Q: 3 clusters Score -1241100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1241104.625000 Penalty: 4636.959961
	Iteration 50Q: 3 clusters Score -1241105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1241114.375000 Penalty: 4636.959961
	Iteration 51Q: 3 clusters Score -1241114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1241126.125000 Penalty: 4636.959961
	Iteration 52Q: 3 clusters Score -1241126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1241146.625000 Penalty: 4636.959961
	Iteration 53Q: 3 clusters Score -1241147 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1241161.750000 Penalty: 4636.959961
	Iteration 54Q: 3 clusters Score -1241162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1241174.250000 Penalty: 4636.959961
	Iteration 55Q: 3 clusters Score -1241174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1241190.625000 Penalty: 4636.959961
	Iteration 56Q: 3 clusters Score -1241191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1241200.875000 Penalty: 4636.959961
	Iteration 57Q: 3 clusters Score -1241201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1241207.625000 Penalty: 4636.959961
	Iteration 58Q: 3 clusters Score -1241208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1241214.125000 Penalty: 4636.959961
	Iteration 59Q: 3 clusters Score -1241214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1241221.625000 Penalty: 4636.959961
	Iteration 60F: 3 clusters Score -1241222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1241225.875000 Penalty: 4636.959961
	Iteration 61Q: 3 clusters Score -1241226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1241232.875000 Penalty: 4636.959961
	Iteration 62Q: 3 clusters Score -1241233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1241231.750000 Penalty: 4636.959961
	Iteration 63Q: 3 clusters Score -1241232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1241235.000000 Penalty: 4636.959961
	Iteration 64Q: 3 clusters Score -1241235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1241235.625000 Penalty: 4636.959961
	Iteration 65Q: 3 clusters Score -1241236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1241236.625000 Penalty: 4636.959961
	Iteration 66Q: 3 clusters Score -1241237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1241237.000000 Penalty: 4636.959961
	Iteration 67Q: 3 clusters Score -1241237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1241241.875000 Penalty: 4636.959961
	Iteration 68Q: 3 clusters Score -1241242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1241245.375000 Penalty: 4636.959961
	Iteration 69Q: 3 clusters Score -1241245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1241246.000000 Penalty: 4636.959961
	Iteration 70Q: 3 clusters Score -1241246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1241245.125000 Penalty: 4636.959961
	Iteration 71Q: 3 clusters Score -1241245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1241244.750000 Penalty: 4636.959961
	Iteration 72Q: 3 clusters Score -1241245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1241244.875000 Penalty: 4636.959961
	Iteration 73Q: 3 clusters Score -1241245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1241244.250000 Penalty: 4636.959961
	Iteration 74Q: 3 clusters Score -1241244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1241249.375000 Penalty: 4636.959961
	Iteration 75Q: 3 clusters Score -1241249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1241248.875000 Penalty: 4636.959961
	Iteration 76Q: 3 clusters Score -1241249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1241250.875000 Penalty: 4636.959961
	Iteration 77Q: 3 clusters Score -1241251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1241249.375000 Penalty: 4636.959961
	Iteration 78Q: 3 clusters Score -1241249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1241247.625000 Penalty: 4636.959961
	Iteration 79Q: 3 clusters Score -1241248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1241247.625000 Penalty: 4636.959961
	Iteration 80F: 3 clusters Score -1241248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Entering Unmasked Estep 
Score: -250980.390625 Penalty: 1912.907837
	Iteration 0F: 2 clusters Score -250980.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -248220.046875 Penalty: 3825.815674
	Iteration 0F: 3 clusters Score -248220 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -248734.906250 Penalty: 3825.815674
	Iteration 1F: 3 clusters Score -248734.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -248878.593750 Penalty: 3825.815674
	Iteration 2F: 3 clusters Score -248878.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -248958.171875 Penalty: 3825.815674
	Iteration 3Q: 3 clusters Score -248958.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -249011.515625 Penalty: 3825.815674
	Iteration 4Q: 3 clusters Score -249011.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -249065.109375 Penalty: 3825.815674
	Iteration 5Q: 3 clusters Score -249065.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -249122.187500 Penalty: 3825.815674
	Iteration 6Q: 3 clusters Score -249122.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -249176.328125 Penalty: 3825.815674
	Iteration 7Q: 3 clusters Score -249176.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -249222.906250 Penalty: 3825.815674
	Iteration 8Q: 3 clusters Score -249222.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -249250.015625 Penalty: 3825.815674
	Iteration 9Q: 3 clusters Score -249250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -249274.890625 Penalty: 3825.815674
	Iteration 10Q: 3 clusters Score -249274.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -249302.437500 Penalty: 3825.815674
	Iteration 11Q: 3 clusters Score -249302.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -249332.984375 Penalty: 3825.815674
	Iteration 12Q: 3 clusters Score -249333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -249354.593750 Penalty: 3825.815674
	Iteration 13Q: 3 clusters Score -249354.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -249374.734375 Penalty: 3825.815674
	Iteration 14Q: 3 clusters Score -249374.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -249395.656250 Penalty: 3825.815674
	Iteration 15Q: 3 clusters Score -249395.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -249411.890625 Penalty: 3825.815674
	Iteration 16Q: 3 clusters Score -249411.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -249421.484375 Penalty: 3825.815674
	Iteration 17Q: 3 clusters Score -249421.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -249428.328125 Penalty: 3825.815674
	Iteration 18Q: 3 clusters Score -249428.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -249436.343750 Penalty: 3825.815674
	Iteration 19Q: 3 clusters Score -249436.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -249438.828125 Penalty: 3825.815674
	Iteration 20F: 3 clusters Score -249438.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -249443.328125 Penalty: 3825.815674
	Iteration 21Q: 3 clusters Score -249443.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -249452.203125 Penalty: 3825.815674
	Iteration 22Q: 3 clusters Score -249452.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -249460.859375 Penalty: 3825.815674
	Iteration 23Q: 3 clusters Score -249460.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -249468.140625 Penalty: 3825.815674
	Iteration 24Q: 3 clusters Score -249468.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -249474.859375 Penalty: 3825.815674
	Iteration 25Q: 3 clusters Score -249474.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -249480.843750 Penalty: 3825.815674
	Iteration 26Q: 3 clusters Score -249480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -249484.531250 Penalty: 3825.815674
	Iteration 27Q: 3 clusters Score -249484.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -249485.765625 Penalty: 3825.815674
	Iteration 28Q: 3 clusters Score -249485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -249486.625000 Penalty: 3825.815674
	Iteration 29Q: 3 clusters Score -249486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -249487.421875 Penalty: 3825.815674
	Iteration 30Q: 3 clusters Score -249487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -249488.671875 Penalty: 3825.815674
	Iteration 31Q: 3 clusters Score -249488.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -249489.250000 Penalty: 3825.815674
	Iteration 32Q: 3 clusters Score -249489.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -249489.250000 Penalty: 3825.815674
	Iteration 33F: 3 clusters Score -249489.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Entering Unmasked Estep 
Score: -988175.312500 Penalty: 2237.206543
	Iteration 0F: 2 clusters Score -988175.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -981597.562500 Penalty: 4474.413086
	Iteration 0F: 3 clusters Score -981597.6 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -983416.312500 Penalty: 4474.413086
	Iteration 1F: 3 clusters Score -983416.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -983715.937500 Penalty: 4474.413086
	Iteration 2F: 3 clusters Score -983715.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -983931.062500 Penalty: 4474.413086
	Iteration 3F: 3 clusters Score -983931.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -984101.750000 Penalty: 4474.413086
	Iteration 4Q: 3 clusters Score -984101.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -984237.562500 Penalty: 4474.413086
	Iteration 5Q: 3 clusters Score -984237.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -984373.687500 Penalty: 4474.413086
	Iteration 6Q: 3 clusters Score -984373.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -984519.437500 Penalty: 4474.413086
	Iteration 7Q: 3 clusters Score -984519.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -984668.000000 Penalty: 4474.413086
	Iteration 8Q: 3 clusters Score -984668 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -984835.312500 Penalty: 4474.413086
	Iteration 9Q: 3 clusters Score -984835.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -985040.062500 Penalty: 4474.413086
	Iteration 10Q: 3 clusters Score -985040.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -985246.437500 Penalty: 4474.413086
	Iteration 11Q: 3 clusters Score -985246.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -985421.562500 Penalty: 4474.413086
	Iteration 12Q: 3 clusters Score -985421.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -985544.875000 Penalty: 4474.413086
	Iteration 13Q: 3 clusters Score -985544.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -985661.875000 Penalty: 4474.413086
	Iteration 14Q: 3 clusters Score -985661.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -985769.500000 Penalty: 4474.413086
	Iteration 15Q: 3 clusters Score -985769.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -985881.812500 Penalty: 4474.413086
	Iteration 16Q: 3 clusters Score -985881.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -985969.750000 Penalty: 4474.413086
	Iteration 17Q: 3 clusters Score -985969.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -986042.875000 Penalty: 4474.413086
	Iteration 18Q: 3 clusters Score -986042.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -986104.062500 Penalty: 4474.413086
	Iteration 19Q: 3 clusters Score -986104.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -986147.625000 Penalty: 4474.413086
	Iteration 20F: 3 clusters Score -986147.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -986194.750000 Penalty: 4474.413086
	Iteration 21Q: 3 clusters Score -986194.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -986247.625000 Penalty: 4474.413086
	Iteration 22Q: 3 clusters Score -986247.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -986284.875000 Penalty: 4474.413086
	Iteration 23Q: 3 clusters Score -986284.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -986312.937500 Penalty: 4474.413086
	Iteration 24Q: 3 clusters Score -986312.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -986330.687500 Penalty: 4474.413086
	Iteration 25Q: 3 clusters Score -986330.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -986346.625000 Penalty: 4474.413086
	Iteration 26Q: 3 clusters Score -986346.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -986358.125000 Penalty: 4474.413086
	Iteration 27Q: 3 clusters Score -986358.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -986365.187500 Penalty: 4474.413086
	Iteration 28Q: 3 clusters Score -986365.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -986372.000000 Penalty: 4474.413086
	Iteration 29Q: 3 clusters Score -986372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -986379.125000 Penalty: 4474.413086
	Iteration 30Q: 3 clusters Score -986379.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -986385.250000 Penalty: 4474.413086
	Iteration 31Q: 3 clusters Score -986385.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -986389.687500 Penalty: 4474.413086
	Iteration 32Q: 3 clusters Score -986389.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -986394.125000 Penalty: 4474.413086
	Iteration 33Q: 3 clusters Score -986394.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -986395.187500 Penalty: 4474.413086
	Iteration 34Q: 3 clusters Score -986395.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -986398.500000 Penalty: 4474.413086
	Iteration 35Q: 3 clusters Score -986398.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -986398.312500 Penalty: 4474.413086
	Iteration 36Q: 3 clusters Score -986398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -986398.062500 Penalty: 4474.413086
	Iteration 37Q: 3 clusters Score -986398.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -986398.062500 Penalty: 4474.413086
	Iteration 38F: 3 clusters Score -986398.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Entering Unmasked Estep 
Score: -520836.593750 Penalty: 2084.087158
	Iteration 0F: 2 clusters Score -520836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -516683.406250 Penalty: 4168.174316
	Iteration 0F: 3 clusters Score -516683.4 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -517631.500000 Penalty: 4168.174316
	Iteration 1F: 3 clusters Score -517631.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -517834.343750 Penalty: 4168.174316
	Iteration 2F: 3 clusters Score -517834.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -517988.718750 Penalty: 4168.174316
	Iteration 3F: 3 clusters Score -517988.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -518112.531250 Penalty: 4168.174316
	Iteration 4Q: 3 clusters Score -518112.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -518213.937500 Penalty: 4168.174316
	Iteration 5Q: 3 clusters Score -518213.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -518302.781250 Penalty: 4168.174316
	Iteration 6Q: 3 clusters Score -518302.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -518379.093750 Penalty: 4168.174316
	Iteration 7Q: 3 clusters Score -518379.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -518455.562500 Penalty: 4168.174316
	Iteration 8Q: 3 clusters Score -518455.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -518528.562500 Penalty: 4168.174316
	Iteration 9Q: 3 clusters Score -518528.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -518596.375000 Penalty: 4168.174316
	Iteration 10Q: 3 clusters Score -518596.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -518657.250000 Penalty: 4168.174316
	Iteration 11Q: 3 clusters Score -518657.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -518707.843750 Penalty: 4168.174316
	Iteration 12Q: 3 clusters Score -518707.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -518747.187500 Penalty: 4168.174316
	Iteration 13Q: 3 clusters Score -518747.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -518782.968750 Penalty: 4168.174316
	Iteration 14Q: 3 clusters Score -518783 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -518818.593750 Penalty: 4168.174316
	Iteration 15Q: 3 clusters Score -518818.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -518856.125000 Penalty: 4168.174316
	Iteration 16Q: 3 clusters Score -518856.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -518889.593750 Penalty: 4168.174316
	Iteration 17Q: 3 clusters Score -518889.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -518923.437500 Penalty: 4168.174316
	Iteration 18Q: 3 clusters Score -518923.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -518954.375000 Penalty: 4168.174316
	Iteration 19Q: 3 clusters Score -518954.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -518978.531250 Penalty: 4168.174316
	Iteration 20F: 3 clusters Score -518978.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -518999.437500 Penalty: 4168.174316
	Iteration 21Q: 3 clusters Score -518999.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -519014.718750 Penalty: 4168.174316
	Iteration 22Q: 3 clusters Score -519014.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -519023.343750 Penalty: 4168.174316
	Iteration 23Q: 3 clusters Score -519023.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -519028.968750 Penalty: 4168.174316
	Iteration 24Q: 3 clusters Score -519029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -519033.531250 Penalty: 4168.174316
	Iteration 25Q: 3 clusters Score -519033.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -519036.000000 Penalty: 4168.174316
	Iteration 26Q: 3 clusters Score -519036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -519043.562500 Penalty: 4168.174316
	Iteration 27Q: 3 clusters Score -519043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -519047.906250 Penalty: 4168.174316
	Iteration 28Q: 3 clusters Score -519047.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -519055.093750 Penalty: 4168.174316
	Iteration 29Q: 3 clusters Score -519055.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -519062.968750 Penalty: 4168.174316
	Iteration 30Q: 3 clusters Score -519063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -519067.281250 Penalty: 4168.174316
	Iteration 31Q: 3 clusters Score -519067.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -519069.375000 Penalty: 4168.174316
	Iteration 32Q: 3 clusters Score -519069.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -519071.031250 Penalty: 4168.174316
	Iteration 33Q: 3 clusters Score -519071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -519072.312500 Penalty: 4168.174316
	Iteration 34Q: 3 clusters Score -519072.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -519073.156250 Penalty: 4168.174316
	Iteration 35Q: 3 clusters Score -519073.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -519073.156250 Penalty: 4168.174316
	Iteration 36F: 3 clusters Score -519073.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -82846.484375 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -82846.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81110.375000 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -81110.38 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -81655.585938 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -81655.59 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -81947.742188 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -81947.74 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -82097.867188 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -82097.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -82193.507812 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -82193.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -82266.437500 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -82266.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -82294.320312 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -82294.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -82310.710938 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -82310.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -82312.757812 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -82312.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -82315.125000 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -82315.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -82318.203125 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -82318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -82320.632812 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -82320.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -82326.210938 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -82326.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -82332.132812 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -82332.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -82335.085938 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -82335.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -82335.085938 Penalty: 3362.841309
	Iteration 15F: 3 clusters Score -82335.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Entering Unmasked Estep 
Score: -1766997.750000 Penalty: 2386.974365
	Iteration 0F: 2 clusters Score -1766998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1756118.375000 Penalty: 4773.948730
	Iteration 0F: 3 clusters Score -1756118 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1759749.500000 Penalty: 4773.948730
	Iteration 1F: 3 clusters Score -1759750 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1760259.875000 Penalty: 4773.948730
	Iteration 2F: 3 clusters Score -1760260 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1760743.000000 Penalty: 4773.948730
	Iteration 3F: 3 clusters Score -1760743 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1761216.250000 Penalty: 4773.948730
	Iteration 4F: 3 clusters Score -1761216 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1761642.500000 Penalty: 4773.948730
	Iteration 5F: 3 clusters Score -1761642 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1762078.500000 Penalty: 4773.948730
	Iteration 6Q: 3 clusters Score -1762078 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1762491.000000 Penalty: 4773.948730
	Iteration 7Q: 3 clusters Score -1762491 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1762893.000000 Penalty: 4773.948730
	Iteration 8Q: 3 clusters Score -1762893 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1763233.250000 Penalty: 4773.948730
	Iteration 9Q: 3 clusters Score -1763233 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1763502.125000 Penalty: 4773.948730
	Iteration 10Q: 3 clusters Score -1763502 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1763718.375000 Penalty: 4773.948730
	Iteration 11Q: 3 clusters Score -1763718 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1763885.875000 Penalty: 4773.948730
	Iteration 12Q: 3 clusters Score -1763886 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1764020.125000 Penalty: 4773.948730
	Iteration 13Q: 3 clusters Score -1764020 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1764117.125000 Penalty: 4773.948730
	Iteration 14Q: 3 clusters Score -1764117 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1764192.375000 Penalty: 4773.948730
	Iteration 15Q: 3 clusters Score -1764192 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1764257.875000 Penalty: 4773.948730
	Iteration 16Q: 3 clusters Score -1764258 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1764324.875000 Penalty: 4773.948730
	Iteration 17Q: 3 clusters Score -1764325 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1764370.125000 Penalty: 4773.948730
	Iteration 18Q: 3 clusters Score -1764370 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1764425.000000 Penalty: 4773.948730
	Iteration 19Q: 3 clusters Score -1764425 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1764491.125000 Penalty: 4773.948730
	Iteration 20F: 3 clusters Score -1764491 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1764544.250000 Penalty: 4773.948730
	Iteration 21Q: 3 clusters Score -1764544 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1764601.750000 Penalty: 4773.948730
	Iteration 22Q: 3 clusters Score -1764602 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1764665.875000 Penalty: 4773.948730
	Iteration 23Q: 3 clusters Score -1764666 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1764721.750000 Penalty: 4773.948730
	Iteration 24Q: 3 clusters Score -1764722 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1764774.250000 Penalty: 4773.948730
	Iteration 25Q: 3 clusters Score -1764774 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1764839.500000 Penalty: 4773.948730
	Iteration 26Q: 3 clusters Score -1764840 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1764900.750000 Penalty: 4773.948730
	Iteration 27Q: 3 clusters Score -1764901 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1764990.875000 Penalty: 4773.948730
	Iteration 28Q: 3 clusters Score -1764991 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1765063.875000 Penalty: 4773.948730
	Iteration 29Q: 3 clusters Score -1765064 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1765138.000000 Penalty: 4773.948730
	Iteration 30Q: 3 clusters Score -1765138 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1765205.000000 Penalty: 4773.948730
	Iteration 31Q: 3 clusters Score -1765205 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1765259.875000 Penalty: 4773.948730
	Iteration 32Q: 3 clusters Score -1765260 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1765301.500000 Penalty: 4773.948730
	Iteration 33Q: 3 clusters Score -1765302 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1765345.875000 Penalty: 4773.948730
	Iteration 34Q: 3 clusters Score -1765346 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1765371.375000 Penalty: 4773.948730
	Iteration 35Q: 3 clusters Score -1765371 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1765404.250000 Penalty: 4773.948730
	Iteration 36Q: 3 clusters Score -1765404 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1765431.250000 Penalty: 4773.948730
	Iteration 37Q: 3 clusters Score -1765431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1765454.250000 Penalty: 4773.948730
	Iteration 38Q: 3 clusters Score -1765454 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1765490.625000 Penalty: 4773.948730
	Iteration 39Q: 3 clusters Score -1765491 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1765517.750000 Penalty: 4773.948730
	Iteration 40F: 3 clusters Score -1765518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1765552.125000 Penalty: 4773.948730
	Iteration 41Q: 3 clusters Score -1765552 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1765590.250000 Penalty: 4773.948730
	Iteration 42Q: 3 clusters Score -1765590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1765628.250000 Penalty: 4773.948730
	Iteration 43Q: 3 clusters Score -1765628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1765673.500000 Penalty: 4773.948730
	Iteration 44Q: 3 clusters Score -1765674 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1765712.000000 Penalty: 4773.948730
	Iteration 45Q: 3 clusters Score -1765712 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1765750.750000 Penalty: 4773.948730
	Iteration 46Q: 3 clusters Score -1765751 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1765778.125000 Penalty: 4773.948730
	Iteration 47Q: 3 clusters Score -1765778 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1765805.125000 Penalty: 4773.948730
	Iteration 48Q: 3 clusters Score -1765805 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1765837.125000 Penalty: 4773.948730
	Iteration 49Q: 3 clusters Score -1765837 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1765885.750000 Penalty: 4773.948730
	Iteration 50Q: 3 clusters Score -1765886 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1765923.875000 Penalty: 4773.948730
	Iteration 51Q: 3 clusters Score -1765924 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1765965.375000 Penalty: 4773.948730
	Iteration 52Q: 3 clusters Score -1765965 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1765997.500000 Penalty: 4773.948730
	Iteration 53Q: 3 clusters Score -1765998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1766016.750000 Penalty: 4773.948730
	Iteration 54Q: 3 clusters Score -1766017 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1766037.250000 Penalty: 4773.948730
	Iteration 55Q: 3 clusters Score -1766037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1766043.375000 Penalty: 4773.948730
	Iteration 56Q: 3 clusters Score -1766043 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1766055.750000 Penalty: 4773.948730
	Iteration 57Q: 3 clusters Score -1766056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1766065.500000 Penalty: 4773.948730
	Iteration 58Q: 3 clusters Score -1766066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1766071.125000 Penalty: 4773.948730
	Iteration 59Q: 3 clusters Score -1766071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1766074.375000 Penalty: 4773.948730
	Iteration 60F: 3 clusters Score -1766074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1766080.125000 Penalty: 4773.948730
	Iteration 61Q: 3 clusters Score -1766080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1766079.000000 Penalty: 4773.948730
	Iteration 62Q: 3 clusters Score -1766079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1766080.250000 Penalty: 4773.948730
	Iteration 63Q: 3 clusters Score -1766080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1766080.625000 Penalty: 4773.948730
	Iteration 64Q: 3 clusters Score -1766081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1766085.500000 Penalty: 4773.948730
	Iteration 65Q: 3 clusters Score -1766086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1766082.125000 Penalty: 4773.948730
	Iteration 66Q: 3 clusters Score -1766082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1766082.125000 Penalty: 4773.948730
	Iteration 67Q: 3 clusters Score -1766082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1766082.125000 Penalty: 4773.948730
	Iteration 68F: 3 clusters Score -1766082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (110615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110615 members 
Entering Unmasked Estep 
Score: -13259495.000000 Penalty: 2880.225098
	Iteration 0F: 2 clusters Score -1.32595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -13185789.000000 Penalty: 5760.450195
	Iteration 0F: 3 clusters Score -1.318579e+07 nChanged 52330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -13216014.000000 Penalty: 5760.450195
	Iteration 1F: 3 clusters Score -1.321601e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -13216975.000000 Penalty: 5760.450195
	Iteration 2Q: 3 clusters Score -1.321698e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -13218463.000000 Penalty: 5760.450195
	Iteration 3Q: 3 clusters Score -1.321846e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -13220754.000000 Penalty: 5760.450195
	Iteration 4Q: 3 clusters Score -1.322075e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 70657 members 
Entering Unmasked Estep 
Score: -13224616.000000 Penalty: 5760.450195
	Iteration 5F: 3 clusters Score -1.322462e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 77363 members 
Entering Unmasked Estep 
Score: -13231047.000000 Penalty: 5760.450195
	Iteration 6F: 3 clusters Score -1.323105e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 85104 members 
Entering Unmasked Estep 
Score: -13239734.000000 Penalty: 5760.450195
	Iteration 7F: 3 clusters Score -1.323973e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 91758 members 
Entering Unmasked Estep 
Score: -13247640.000000 Penalty: 5760.450195
	Iteration 8F: 3 clusters Score -1.324764e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 95750 members 
Entering Unmasked Estep 
Score: -13252466.000000 Penalty: 5760.450195
	Iteration 9Q: 3 clusters Score -1.325247e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 97824 members 
Entering Unmasked Estep 
Score: -13254611.000000 Penalty: 5760.450195
	Iteration 10Q: 3 clusters Score -1.325461e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 99066 members 
Entering Unmasked Estep 
Score: -13255599.000000 Penalty: 5760.450195
	Iteration 11Q: 3 clusters Score -1.32556e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 100023 members 
Entering Unmasked Estep 
Score: -13256103.000000 Penalty: 5760.450195
	Iteration 12Q: 3 clusters Score -1.32561e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 100895 members 
Entering Unmasked Estep 
Score: -13256581.000000 Penalty: 5760.450195
	Iteration 13Q: 3 clusters Score -1.325658e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 101602 members 
Entering Unmasked Estep 
Score: -13256866.000000 Penalty: 5760.450195
	Iteration 14Q: 3 clusters Score -1.325687e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -13257108.000000 Penalty: 5760.450195
	Iteration 15Q: 3 clusters Score -1.325711e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 102786 members 
Entering Unmasked Estep 
Score: -13257307.000000 Penalty: 5760.450195
	Iteration 16Q: 3 clusters Score -1.325731e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 103257 members 
Entering Unmasked Estep 
Score: -13257465.000000 Penalty: 5760.450195
	Iteration 17Q: 3 clusters Score -1.325746e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 103640 members 
Entering Unmasked Estep 
Score: -13257525.000000 Penalty: 5760.450195
	Iteration 18Q: 3 clusters Score -1.325752e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 103974 members 
Entering Unmasked Estep 
Score: -13257603.000000 Penalty: 5760.450195
	Iteration 19Q: 3 clusters Score -1.32576e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 104273 members 
Entering Unmasked Estep 
Score: -13257666.000000 Penalty: 5760.450195
	Iteration 20F: 3 clusters Score -1.325767e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 104534 members 
Entering Unmasked Estep 
Score: -13257755.000000 Penalty: 5760.450195
	Iteration 21Q: 3 clusters Score -1.325776e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -13257769.000000 Penalty: 5760.450195
	Iteration 22Q: 3 clusters Score -1.325777e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 105009 members 
Entering Unmasked Estep 
Score: -13257794.000000 Penalty: 5760.450195
	Iteration 23Q: 3 clusters Score -1.325779e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 105183 members 
Entering Unmasked Estep 
Score: -13257875.000000 Penalty: 5760.450195
	Iteration 24Q: 3 clusters Score -1.325788e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 105348 members 
Entering Unmasked Estep 
Score: -13257872.000000 Penalty: 5760.450195
	Iteration 25Q: 3 clusters Score -1.325787e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 105491 members 
Entering Unmasked Estep 
Score: -13257920.000000 Penalty: 5760.450195
	Iteration 26Q: 3 clusters Score -1.325792e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 105640 members 
Entering Unmasked Estep 
Score: -13257969.000000 Penalty: 5760.450195
	Iteration 27Q: 3 clusters Score -1.325797e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 105760 members 
Entering Unmasked Estep 
Score: -13257973.000000 Penalty: 5760.450195
	Iteration 28Q: 3 clusters Score -1.325797e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 105854 members 
Entering Unmasked Estep 
Score: -13257998.000000 Penalty: 5760.450195
	Iteration 29Q: 3 clusters Score -1.3258e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 105924 members 
Entering Unmasked Estep 
Score: -13258031.000000 Penalty: 5760.450195
	Iteration 30Q: 3 clusters Score -1.325803e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 105992 members 
Entering Unmasked Estep 
Score: -13258018.000000 Penalty: 5760.450195
	Iteration 31Q: 3 clusters Score -1.325802e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 106065 members 
Entering Unmasked Estep 
Score: -13258025.000000 Penalty: 5760.450195
	Iteration 32Q: 3 clusters Score -1.325802e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 106125 members 
Entering Unmasked Estep 
Score: -13258040.000000 Penalty: 5760.450195
	Iteration 33Q: 3 clusters Score -1.325804e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -13258053.000000 Penalty: 5760.450195
	Iteration 34Q: 3 clusters Score -1.325805e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -13258059.000000 Penalty: 5760.450195
	Iteration 35Q: 3 clusters Score -1.325806e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 106261 members 
Entering Unmasked Estep 
Score: -13258058.000000 Penalty: 5760.450195
	Iteration 36Q: 3 clusters Score -1.325806e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 106300 members 
Entering Unmasked Estep 
Score: -13258064.000000 Penalty: 5760.450195
	Iteration 37Q: 3 clusters Score -1.325806e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 106340 members 
Entering Unmasked Estep 
Score: -13258070.000000 Penalty: 5760.450195
	Iteration 38Q: 3 clusters Score -1.325807e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -13258089.000000 Penalty: 5760.450195
	Iteration 39Q: 3 clusters Score -1.325809e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -13258105.000000 Penalty: 5760.450195
	Iteration 40F: 3 clusters Score -1.32581e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 106472 members 
Entering Unmasked Estep 
Score: -13258117.000000 Penalty: 5760.450195
	Iteration 41Q: 3 clusters Score -1.325812e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -13258097.000000 Penalty: 5760.450195
	Iteration 42Q: 3 clusters Score -1.32581e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 106537 members 
Entering Unmasked Estep 
Score: -13258091.000000 Penalty: 5760.450195
	Iteration 43Q: 3 clusters Score -1.325809e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 106566 members 
Entering Unmasked Estep 
Score: -13258075.000000 Penalty: 5760.450195
	Iteration 44Q: 3 clusters Score -1.325808e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 106588 members 
Entering Unmasked Estep 
Score: -13258090.000000 Penalty: 5760.450195
	Iteration 45Q: 3 clusters Score -1.325809e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 106609 members 
Entering Unmasked Estep 
Score: -13258084.000000 Penalty: 5760.450195
	Iteration 46Q: 3 clusters Score -1.325808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 106631 members 
Entering Unmasked Estep 
Score: -13258078.000000 Penalty: 5760.450195
	Iteration 47Q: 3 clusters Score -1.325808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 106648 members 
Entering Unmasked Estep 
Score: -13258078.000000 Penalty: 5760.450195
	Iteration 48Q: 3 clusters Score -1.325808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 106668 members 
Entering Unmasked Estep 
Score: -13258087.000000 Penalty: 5760.450195
	Iteration 49Q: 3 clusters Score -1.325809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 106679 members 
Entering Unmasked Estep 
Score: -13258088.000000 Penalty: 5760.450195
	Iteration 50Q: 3 clusters Score -1.325809e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 106693 members 
Entering Unmasked Estep 
Score: -13258071.000000 Penalty: 5760.450195
	Iteration 51Q: 3 clusters Score -1.325807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 106713 members 
Entering Unmasked Estep 
Score: -13258077.000000 Penalty: 5760.450195
	Iteration 52Q: 3 clusters Score -1.325808e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 106739 members 
Entering Unmasked Estep 
Score: -13258087.000000 Penalty: 5760.450195
	Iteration 53Q: 3 clusters Score -1.325809e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 106761 members 
Entering Unmasked Estep 
Score: -13258089.000000 Penalty: 5760.450195
	Iteration 54Q: 3 clusters Score -1.325809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -13258108.000000 Penalty: 5760.450195
	Iteration 55Q: 3 clusters Score -1.325811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 106794 members 
Entering Unmasked Estep 
Score: -13258125.000000 Penalty: 5760.450195
	Iteration 56Q: 3 clusters Score -1.325812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 106805 members 
Entering Unmasked Estep 
Score: -13258124.000000 Penalty: 5760.450195
	Iteration 57Q: 3 clusters Score -1.325812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -13258103.000000 Penalty: 5760.450195
	Iteration 58Q: 3 clusters Score -1.32581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 106821 members 
Entering Unmasked Estep 
Score: -13258109.000000 Penalty: 5760.450195
	Iteration 59Q: 3 clusters Score -1.325811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 106830 members 
Entering Unmasked Estep 
Score: -13258107.000000 Penalty: 5760.450195
	Iteration 60F: 3 clusters Score -1.325811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 106839 members 
Entering Unmasked Estep 
Score: -13258117.000000 Penalty: 5760.450195
	Iteration 61Q: 3 clusters Score -1.325812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 106850 members 
Entering Unmasked Estep 
Score: -13258108.000000 Penalty: 5760.450195
	Iteration 62Q: 3 clusters Score -1.325811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 106859 members 
Entering Unmasked Estep 
Score: -13258112.000000 Penalty: 5760.450195
	Iteration 63Q: 3 clusters Score -1.325811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 106868 members 
Entering Unmasked Estep 
Score: -13258124.000000 Penalty: 5760.450195
	Iteration 64Q: 3 clusters Score -1.325812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 106871 members 
Entering Unmasked Estep 
Score: -13258120.000000 Penalty: 5760.450195
	Iteration 65Q: 3 clusters Score -1.325812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 106877 members 
Entering Unmasked Estep 
Score: -13258136.000000 Penalty: 5760.450195
	Iteration 66Q: 3 clusters Score -1.325814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 106883 members 
Entering Unmasked Estep 
Score: -13258123.000000 Penalty: 5760.450195
	Iteration 67Q: 3 clusters Score -1.325812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 106892 members 
Entering Unmasked Estep 
Score: -13258124.000000 Penalty: 5760.450195
	Iteration 68Q: 3 clusters Score -1.325812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 106908 members 
Entering Unmasked Estep 
Score: -13258110.000000 Penalty: 5760.450195
	Iteration 69Q: 3 clusters Score -1.325811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 106927 members 
Entering Unmasked Estep 
Score: -13258107.000000 Penalty: 5760.450195
	Iteration 70Q: 3 clusters Score -1.325811e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 106944 members 
Entering Unmasked Estep 
Score: -13258124.000000 Penalty: 5760.450195
	Iteration 71Q: 3 clusters Score -1.325812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 106957 members 
Entering Unmasked Estep 
Score: -13258121.000000 Penalty: 5760.450195
	Iteration 72Q: 3 clusters Score -1.325812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 106974 members 
Entering Unmasked Estep 
Score: -13258129.000000 Penalty: 5760.450195
	Iteration 73Q: 3 clusters Score -1.325813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 106991 members 
Entering Unmasked Estep 
Score: -13258137.000000 Penalty: 5760.450195
	Iteration 74Q: 3 clusters Score -1.325814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 107005 members 
Entering Unmasked Estep 
Score: -13258137.000000 Penalty: 5760.450195
	Iteration 75Q: 3 clusters Score -1.325814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 107022 members 
Entering Unmasked Estep 
Score: -13258147.000000 Penalty: 5760.450195
	Iteration 76Q: 3 clusters Score -1.325815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 107032 members 
Entering Unmasked Estep 
Score: -13258149.000000 Penalty: 5760.450195
	Iteration 77Q: 3 clusters Score -1.325815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 107041 members 
Entering Unmasked Estep 
Score: -13258152.000000 Penalty: 5760.450195
	Iteration 78Q: 3 clusters Score -1.325815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 107047 members 
Entering Unmasked Estep 
Score: -13258149.000000 Penalty: 5760.450195
	Iteration 79Q: 3 clusters Score -1.325815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 107057 members 
Entering Unmasked Estep 
Score: -13258148.000000 Penalty: 5760.450195
	Iteration 80F: 3 clusters Score -1.325815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 107065 members 
Entering Unmasked Estep 
Score: -13258152.000000 Penalty: 5760.450195
	Iteration 81Q: 3 clusters Score -1.325815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 107070 members 
Entering Unmasked Estep 
Score: -13258144.000000 Penalty: 5760.450195
	Iteration 82Q: 3 clusters Score -1.325814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 107072 members 
Entering Unmasked Estep 
Score: -13258145.000000 Penalty: 5760.450195
	Iteration 83Q: 3 clusters Score -1.325814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 107077 members 
Entering Unmasked Estep 
Score: -13258145.000000 Penalty: 5760.450195
	Iteration 84Q: 3 clusters Score -1.325814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -13258147.000000 Penalty: 5760.450195
	Iteration 85Q: 3 clusters Score -1.325815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 107082 members 
Entering Unmasked Estep 
Score: -13258138.000000 Penalty: 5760.450195
	Iteration 86Q: 3 clusters Score -1.325814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -13258141.000000 Penalty: 5760.450195
	Iteration 87Q: 3 clusters Score -1.325814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -13258141.000000 Penalty: 5760.450195
	Iteration 88F: 3 clusters Score -1.325814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (150181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150181 members 
Entering Unmasked Estep 
Score: -17925840.000000 Penalty: 2956.060059
	Iteration 0F: 2 clusters Score -1.792584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -17825290.000000 Penalty: 5912.120117
	Iteration 0F: 3 clusters Score -1.782529e+07 nChanged 71849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 82689 members 
Entering Unmasked Estep 
Score: -17867906.000000 Penalty: 5912.120117
	Iteration 1F: 3 clusters Score -1.786791e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 87151 members 
Entering Unmasked Estep 
Score: -17869692.000000 Penalty: 5912.120117
	Iteration 2Q: 3 clusters Score -1.786969e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -17873098.000000 Penalty: 5912.120117
	Iteration 3Q: 3 clusters Score -1.78731e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 102897 members 
Entering Unmasked Estep 
Score: -17879088.000000 Penalty: 5912.120117
	Iteration 4F: 3 clusters Score -1.787909e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 115026 members 
Entering Unmasked Estep 
Score: -17889006.000000 Penalty: 5912.120117
	Iteration 5F: 3 clusters Score -1.788901e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 128396 members 
Entering Unmasked Estep 
Score: -17901506.000000 Penalty: 5912.120117
	Iteration 6F: 3 clusters Score -1.790151e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 139913 members 
Entering Unmasked Estep 
Score: -17913382.000000 Penalty: 5912.120117
	Iteration 7F: 3 clusters Score -1.791338e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 146545 members 
Entering Unmasked Estep 
Score: -17920042.000000 Penalty: 5912.120117
	Iteration 8Q: 3 clusters Score -1.792004e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 149002 members 
Entering Unmasked Estep 
Score: -17922214.000000 Penalty: 5912.120117
	Iteration 9Q: 3 clusters Score -1.792221e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 149686 members 
Entering Unmasked Estep 
Score: -17922826.000000 Penalty: 5912.120117
	Iteration 10Q: 3 clusters Score -1.792283e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 149855 members 
Entering Unmasked Estep 
Score: -17923020.000000 Penalty: 5912.120117
	Iteration 11Q: 3 clusters Score -1.792302e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 149902 members 
Entering Unmasked Estep 
Score: -17923092.000000 Penalty: 5912.120117
	Iteration 12Q: 3 clusters Score -1.792309e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 149915 members 
Entering Unmasked Estep 
Score: -17923138.000000 Penalty: 5912.120117
	Iteration 13Q: 3 clusters Score -1.792314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 149928 members 
Entering Unmasked Estep 
Score: -17923142.000000 Penalty: 5912.120117
	Iteration 14Q: 3 clusters Score -1.792314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 149938 members 
Entering Unmasked Estep 
Score: -17923168.000000 Penalty: 5912.120117
	Iteration 15Q: 3 clusters Score -1.792317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -17923184.000000 Penalty: 5912.120117
	Iteration 16Q: 3 clusters Score -1.792318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 149943 members 
Entering Unmasked Estep 
Score: -17923188.000000 Penalty: 5912.120117
	Iteration 17Q: 3 clusters Score -1.792319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -17923190.000000 Penalty: 5912.120117
	Iteration 18Q: 3 clusters Score -1.792319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 149945 members 
Entering Unmasked Estep 
Score: -17923202.000000 Penalty: 5912.120117
	Iteration 19Q: 3 clusters Score -1.79232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -17923208.000000 Penalty: 5912.120117
	Iteration 20F: 3 clusters Score -1.792321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -17923220.000000 Penalty: 5912.120117
	Iteration 21Q: 3 clusters Score -1.792322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 149948 members 
Entering Unmasked Estep 
Score: -17923222.000000 Penalty: 5912.120117
	Iteration 22Q: 3 clusters Score -1.792322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 149948 members 
Entering Unmasked Estep 
Score: -17923222.000000 Penalty: 5912.120117
	Iteration 23F: 3 clusters Score -1.792322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (163767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163767 members 
Entering Unmasked Estep 
Score: -19644940.000000 Penalty: 2977.537598
	Iteration 0F: 2 clusters Score -1.964494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 81946 members 
Entering Unmasked Estep 
Score: -19540286.000000 Penalty: 5955.075195
	Iteration 0F: 3 clusters Score -1.954029e+07 nChanged 78270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80225 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -19585444.000000 Penalty: 5955.075195
	Iteration 1F: 3 clusters Score -1.958544e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 84387 members 
Entering Unmasked Estep 
Score: -19586162.000000 Penalty: 5955.075195
	Iteration 2Q: 3 clusters Score -1.958616e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78018 members 
Mstep: Class 2 contains 85749 members 
Entering Unmasked Estep 
Score: -19587002.000000 Penalty: 5955.075195
	Iteration 3Q: 3 clusters Score -1.9587e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 87899 members 
Entering Unmasked Estep 
Score: -19588168.000000 Penalty: 5955.075195
	Iteration 4Q: 3 clusters Score -1.958817e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72544 members 
Mstep: Class 2 contains 91223 members 
Entering Unmasked Estep 
Score: -19590120.000000 Penalty: 5955.075195
	Iteration 5Q: 3 clusters Score -1.959012e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -19593480.000000 Penalty: 5955.075195
	Iteration 6Q: 3 clusters Score -1.959348e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 103981 members 
Entering Unmasked Estep 
Score: -19599882.000000 Penalty: 5955.075195
	Iteration 7F: 3 clusters Score -1.959988e+07 nChanged 11972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 113531 members 
Entering Unmasked Estep 
Score: -19608644.000000 Penalty: 5955.075195
	Iteration 8F: 3 clusters Score -1.960864e+07 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 124086 members 
Entering Unmasked Estep 
Score: -19619512.000000 Penalty: 5955.075195
	Iteration 9F: 3 clusters Score -1.961951e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 133275 members 
Entering Unmasked Estep 
Score: -19629586.000000 Penalty: 5955.075195
	Iteration 10F: 3 clusters Score -1.962959e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 139858 members 
Entering Unmasked Estep 
Score: -19636476.000000 Penalty: 5955.075195
	Iteration 11Q: 3 clusters Score -1.963648e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 143990 members 
Entering Unmasked Estep 
Score: -19640374.000000 Penalty: 5955.075195
	Iteration 12Q: 3 clusters Score -1.964037e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -19642460.000000 Penalty: 5955.075195
	Iteration 13Q: 3 clusters Score -1.964246e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 149812 members 
Entering Unmasked Estep 
Score: -19643468.000000 Penalty: 5955.075195
	Iteration 14Q: 3 clusters Score -1.964347e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 152107 members 
Entering Unmasked Estep 
Score: -19644162.000000 Penalty: 5955.075195
	Iteration 15Q: 3 clusters Score -1.964416e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 154107 members 
Entering Unmasked Estep 
Score: -19644662.000000 Penalty: 5955.075195
	Iteration 16Q: 3 clusters Score -1.964466e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 155763 members 
Entering Unmasked Estep 
Score: -19644832.000000 Penalty: 5955.075195
	Iteration 17Q: 3 clusters Score -1.964483e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 157135 members 
Entering Unmasked Estep 
Score: -19644728.000000 Penalty: 5955.075195
	Iteration 18Q: 3 clusters Score -1.964473e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -19644644.000000 Penalty: 5955.075195
	Iteration 19Q: 3 clusters Score -1.964464e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 159074 members 
Entering Unmasked Estep 
Score: -19644654.000000 Penalty: 5955.075195
	Iteration 20F: 3 clusters Score -1.964465e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 159761 members 
Entering Unmasked Estep 
Score: -19644566.000000 Penalty: 5955.075195
	Iteration 21Q: 3 clusters Score -1.964457e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 160242 members 
Entering Unmasked Estep 
Score: -19644436.000000 Penalty: 5955.075195
	Iteration 22Q: 3 clusters Score -1.964444e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 160603 members 
Entering Unmasked Estep 
Score: -19644342.000000 Penalty: 5955.075195
	Iteration 23Q: 3 clusters Score -1.964434e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 160879 members 
Entering Unmasked Estep 
Score: -19644252.000000 Penalty: 5955.075195
	Iteration 24Q: 3 clusters Score -1.964425e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 161048 members 
Entering Unmasked Estep 
Score: -19644254.000000 Penalty: 5955.075195
	Iteration 25Q: 3 clusters Score -1.964425e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 161196 members 
Entering Unmasked Estep 
Score: -19644220.000000 Penalty: 5955.075195
	Iteration 26Q: 3 clusters Score -1.964422e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 161321 members 
Entering Unmasked Estep 
Score: -19644184.000000 Penalty: 5955.075195
	Iteration 27Q: 3 clusters Score -1.964418e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 161435 members 
Entering Unmasked Estep 
Score: -19644152.000000 Penalty: 5955.075195
	Iteration 28Q: 3 clusters Score -1.964415e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 161536 members 
Entering Unmasked Estep 
Score: -19644136.000000 Penalty: 5955.075195
	Iteration 29Q: 3 clusters Score -1.964414e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 161598 members 
Entering Unmasked Estep 
Score: -19644132.000000 Penalty: 5955.075195
	Iteration 30Q: 3 clusters Score -1.964413e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 161644 members 
Entering Unmasked Estep 
Score: -19644146.000000 Penalty: 5955.075195
	Iteration 31Q: 3 clusters Score -1.964415e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 161684 members 
Entering Unmasked Estep 
Score: -19644108.000000 Penalty: 5955.075195
	Iteration 32Q: 3 clusters Score -1.964411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 161703 members 
Entering Unmasked Estep 
Score: -19644078.000000 Penalty: 5955.075195
	Iteration 33Q: 3 clusters Score -1.964408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 161726 members 
Entering Unmasked Estep 
Score: -19644084.000000 Penalty: 5955.075195
	Iteration 34Q: 3 clusters Score -1.964408e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 161746 members 
Entering Unmasked Estep 
Score: -19644090.000000 Penalty: 5955.075195
	Iteration 35Q: 3 clusters Score -1.964409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 161767 members 
Entering Unmasked Estep 
Score: -19644084.000000 Penalty: 5955.075195
	Iteration 36Q: 3 clusters Score -1.964408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 161784 members 
Entering Unmasked Estep 
Score: -19644070.000000 Penalty: 5955.075195
	Iteration 37Q: 3 clusters Score -1.964407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 161807 members 
Entering Unmasked Estep 
Score: -19644052.000000 Penalty: 5955.075195
	Iteration 38Q: 3 clusters Score -1.964405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 161825 members 
Entering Unmasked Estep 
Score: -19644044.000000 Penalty: 5955.075195
	Iteration 39Q: 3 clusters Score -1.964404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 161843 members 
Entering Unmasked Estep 
Score: -19644000.000000 Penalty: 5955.075195
	Iteration 40F: 3 clusters Score -1.9644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 161857 members 
Entering Unmasked Estep 
Score: -19643972.000000 Penalty: 5955.075195
	Iteration 41Q: 3 clusters Score -1.964397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 161875 members 
Entering Unmasked Estep 
Score: -19644006.000000 Penalty: 5955.075195
	Iteration 42Q: 3 clusters Score -1.964401e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 161898 members 
Entering Unmasked Estep 
Score: -19644000.000000 Penalty: 5955.075195
	Iteration 43Q: 3 clusters Score -1.9644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 161915 members 
Entering Unmasked Estep 
Score: -19643992.000000 Penalty: 5955.075195
	Iteration 44Q: 3 clusters Score -1.964399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 161932 members 
Entering Unmasked Estep 
Score: -19643970.000000 Penalty: 5955.075195
	Iteration 45Q: 3 clusters Score -1.964397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 161946 members 
Entering Unmasked Estep 
Score: -19643966.000000 Penalty: 5955.075195
	Iteration 46Q: 3 clusters Score -1.964397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 161960 members 
Entering Unmasked Estep 
Score: -19643954.000000 Penalty: 5955.075195
	Iteration 47Q: 3 clusters Score -1.964395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 161972 members 
Entering Unmasked Estep 
Score: -19643950.000000 Penalty: 5955.075195
	Iteration 48Q: 3 clusters Score -1.964395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 161982 members 
Entering Unmasked Estep 
Score: -19643948.000000 Penalty: 5955.075195
	Iteration 49Q: 3 clusters Score -1.964395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 161986 members 
Entering Unmasked Estep 
Score: -19643948.000000 Penalty: 5955.075195
	Iteration 50Q: 3 clusters Score -1.964395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 161991 members 
Entering Unmasked Estep 
Score: -19643956.000000 Penalty: 5955.075195
	Iteration 51Q: 3 clusters Score -1.964396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 161996 members 
Entering Unmasked Estep 
Score: -19643958.000000 Penalty: 5955.075195
	Iteration 52Q: 3 clusters Score -1.964396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 162000 members 
Entering Unmasked Estep 
Score: -19643962.000000 Penalty: 5955.075195
	Iteration 53Q: 3 clusters Score -1.964396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 162007 members 
Entering Unmasked Estep 
Score: -19643952.000000 Penalty: 5955.075195
	Iteration 54Q: 3 clusters Score -1.964395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 162011 members 
Entering Unmasked Estep 
Score: -19643934.000000 Penalty: 5955.075195
	Iteration 55Q: 3 clusters Score -1.964393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 162018 members 
Entering Unmasked Estep 
Score: -19643942.000000 Penalty: 5955.075195
	Iteration 56Q: 3 clusters Score -1.964394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 162027 members 
Entering Unmasked Estep 
Score: -19643942.000000 Penalty: 5955.075195
	Iteration 57Q: 3 clusters Score -1.964394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 162037 members 
Entering Unmasked Estep 
Score: -19643944.000000 Penalty: 5955.075195
	Iteration 58Q: 3 clusters Score -1.964394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 162044 members 
Entering Unmasked Estep 
Score: -19643938.000000 Penalty: 5955.075195
	Iteration 59Q: 3 clusters Score -1.964394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 162048 members 
Entering Unmasked Estep 
Score: -19643932.000000 Penalty: 5955.075195
	Iteration 60F: 3 clusters Score -1.964393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 162051 members 
Entering Unmasked Estep 
Score: -19643932.000000 Penalty: 5955.075195
	Iteration 61Q: 3 clusters Score -1.964393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 162059 members 
Entering Unmasked Estep 
Score: -19643930.000000 Penalty: 5955.075195
	Iteration 62Q: 3 clusters Score -1.964393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 162063 members 
Entering Unmasked Estep 
Score: -19643924.000000 Penalty: 5955.075195
	Iteration 63Q: 3 clusters Score -1.964392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 162065 members 
Entering Unmasked Estep 
Score: -19643908.000000 Penalty: 5955.075195
	Iteration 64Q: 3 clusters Score -1.964391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 162065 members 
Entering Unmasked Estep 
Score: -19643908.000000 Penalty: 5955.075195
	Iteration 65F: 3 clusters Score -1.964391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Entering Unmasked Estep 
Score: -7787440.500000 Penalty: 2748.550781
	Iteration 0F: 2 clusters Score -7787440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -7743861.000000 Penalty: 5497.101562
	Iteration 0F: 3 clusters Score -7743861 nChanged 30512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -7761172.500000 Penalty: 5497.101562
	Iteration 1F: 3 clusters Score -7761172 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -7762023.000000 Penalty: 5497.101562
	Iteration 2Q: 3 clusters Score -7762023 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -7763033.000000 Penalty: 5497.101562
	Iteration 3Q: 3 clusters Score -7763033 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -7764324.000000 Penalty: 5497.101562
	Iteration 4Q: 3 clusters Score -7764324 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -7766212.000000 Penalty: 5497.101562
	Iteration 5F: 3 clusters Score -7766212 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -7768889.500000 Penalty: 5497.101562
	Iteration 6F: 3 clusters Score -7768890 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -7772330.500000 Penalty: 5497.101562
	Iteration 7F: 3 clusters Score -7772330 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -7775745.000000 Penalty: 5497.101562
	Iteration 8F: 3 clusters Score -7775745 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -7778761.000000 Penalty: 5497.101562
	Iteration 9F: 3 clusters Score -7778761 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -7780619.500000 Penalty: 5497.101562
	Iteration 10Q: 3 clusters Score -7780620 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -7781627.500000 Penalty: 5497.101562
	Iteration 11Q: 3 clusters Score -7781628 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -7782266.000000 Penalty: 5497.101562
	Iteration 12Q: 3 clusters Score -7782266 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -7782718.500000 Penalty: 5497.101562
	Iteration 13Q: 3 clusters Score -7782718 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -7783087.000000 Penalty: 5497.101562
	Iteration 14Q: 3 clusters Score -7783087 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -7783377.000000 Penalty: 5497.101562
	Iteration 15Q: 3 clusters Score -7783377 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -7783608.000000 Penalty: 5497.101562
	Iteration 16Q: 3 clusters Score -7783608 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -7783830.000000 Penalty: 5497.101562
	Iteration 17Q: 3 clusters Score -7783830 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -7784013.500000 Penalty: 5497.101562
	Iteration 18Q: 3 clusters Score -7784014 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61254 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -7784158.000000 Penalty: 5497.101562
	Iteration 19Q: 3 clusters Score -7784158 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -7784287.500000 Penalty: 5497.101562
	Iteration 20F: 3 clusters Score -7784288 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -7784392.500000 Penalty: 5497.101562
	Iteration 21Q: 3 clusters Score -7784392 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7784462.000000 Penalty: 5497.101562
	Iteration 22Q: 3 clusters Score -7784462 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7784512.000000 Penalty: 5497.101562
	Iteration 23Q: 3 clusters Score -7784512 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -7784591.000000 Penalty: 5497.101562
	Iteration 24Q: 3 clusters Score -7784591 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7784650.000000 Penalty: 5497.101562
	Iteration 25Q: 3 clusters Score -7784650 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7784706.500000 Penalty: 5497.101562
	Iteration 26Q: 3 clusters Score -7784706 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62888 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7784754.000000 Penalty: 5497.101562
	Iteration 27Q: 3 clusters Score -7784754 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -7784776.500000 Penalty: 5497.101562
	Iteration 28Q: 3 clusters Score -7784776 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7784810.500000 Penalty: 5497.101562
	Iteration 29Q: 3 clusters Score -7784810 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7784852.000000 Penalty: 5497.101562
	Iteration 30Q: 3 clusters Score -7784852 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7784887.000000 Penalty: 5497.101562
	Iteration 31Q: 3 clusters Score -7784887 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7784912.500000 Penalty: 5497.101562
	Iteration 32Q: 3 clusters Score -7784912 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7784938.000000 Penalty: 5497.101562
	Iteration 33Q: 3 clusters Score -7784938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7784977.000000 Penalty: 5497.101562
	Iteration 34Q: 3 clusters Score -7784977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63514 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7784974.500000 Penalty: 5497.101562
	Iteration 35Q: 3 clusters Score -7784974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7785004.000000 Penalty: 5497.101562
	Iteration 36Q: 3 clusters Score -7785004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7785028.500000 Penalty: 5497.101562
	Iteration 37Q: 3 clusters Score -7785028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7785032.500000 Penalty: 5497.101562
	Iteration 38Q: 3 clusters Score -7785032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -7785028.000000 Penalty: 5497.101562
	Iteration 39Q: 3 clusters Score -7785028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7785036.500000 Penalty: 5497.101562
	Iteration 40F: 3 clusters Score -7785036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7785040.000000 Penalty: 5497.101562
	Iteration 41Q: 3 clusters Score -7785040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7785047.500000 Penalty: 5497.101562
	Iteration 42Q: 3 clusters Score -7785048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7785068.500000 Penalty: 5497.101562
	Iteration 43Q: 3 clusters Score -7785068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7785076.000000 Penalty: 5497.101562
	Iteration 44Q: 3 clusters Score -7785076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -7785090.500000 Penalty: 5497.101562
	Iteration 45Q: 3 clusters Score -7785090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7785094.500000 Penalty: 5497.101562
	Iteration 46Q: 3 clusters Score -7785094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7785108.500000 Penalty: 5497.101562
	Iteration 47Q: 3 clusters Score -7785108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7785128.000000 Penalty: 5497.101562
	Iteration 48Q: 3 clusters Score -7785128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7785131.000000 Penalty: 5497.101562
	Iteration 49Q: 3 clusters Score -7785131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7785144.000000 Penalty: 5497.101562
	Iteration 50Q: 3 clusters Score -7785144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7785164.500000 Penalty: 5497.101562
	Iteration 51Q: 3 clusters Score -7785164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7785171.000000 Penalty: 5497.101562
	Iteration 52Q: 3 clusters Score -7785171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7785196.000000 Penalty: 5497.101562
	Iteration 53Q: 3 clusters Score -7785196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7785191.500000 Penalty: 5497.101562
	Iteration 54Q: 3 clusters Score -7785192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64041 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7785198.000000 Penalty: 5497.101562
	Iteration 55Q: 3 clusters Score -7785198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7785200.000000 Penalty: 5497.101562
	Iteration 56Q: 3 clusters Score -7785200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7785203.500000 Penalty: 5497.101562
	Iteration 57Q: 3 clusters Score -7785204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64059 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7785206.000000 Penalty: 5497.101562
	Iteration 58Q: 3 clusters Score -7785206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7785208.000000 Penalty: 5497.101562
	Iteration 59Q: 3 clusters Score -7785208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7785207.500000 Penalty: 5497.101562
	Iteration 60F: 3 clusters Score -7785208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64063 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7785207.500000 Penalty: 5497.101562
	Iteration 61Q: 3 clusters Score -7785208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7785207.500000 Penalty: 5497.101562
	Iteration 62Q: 3 clusters Score -7785208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7785209.500000 Penalty: 5497.101562
	Iteration 63Q: 3 clusters Score -7785210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7785205.500000 Penalty: 5497.101562
	Iteration 64Q: 3 clusters Score -7785206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7785206.500000 Penalty: 5497.101562
	Iteration 65Q: 3 clusters Score -7785206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7785204.500000 Penalty: 5497.101562
	Iteration 66Q: 3 clusters Score -7785204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7785204.000000 Penalty: 5497.101562
	Iteration 67Q: 3 clusters Score -7785204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7785208.000000 Penalty: 5497.101562
	Iteration 68Q: 3 clusters Score -7785208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7785208.000000 Penalty: 5497.101562
	Iteration 69F: 3 clusters Score -7785208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (94560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94560 members 
Entering Unmasked Estep 
Score: -11291293.000000 Penalty: 2841.333496
	Iteration 0F: 2 clusters Score -1.129129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -11228270.000000 Penalty: 5682.666992
	Iteration 0F: 3 clusters Score -1.122827e+07 nChanged 44368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -11253568.000000 Penalty: 5682.666992
	Iteration 1F: 3 clusters Score -1.125357e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -11254391.000000 Penalty: 5682.666992
	Iteration 2Q: 3 clusters Score -1.125439e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -11254900.000000 Penalty: 5682.666992
	Iteration 3Q: 3 clusters Score -1.12549e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -11255655.000000 Penalty: 5682.666992
	Iteration 4Q: 3 clusters Score -1.125566e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -11256481.000000 Penalty: 5682.666992
	Iteration 5Q: 3 clusters Score -1.125648e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -11257548.000000 Penalty: 5682.666992
	Iteration 6Q: 3 clusters Score -1.125755e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -11258979.000000 Penalty: 5682.666992
	Iteration 7Q: 3 clusters Score -1.125898e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -11261298.000000 Penalty: 5682.666992
	Iteration 8Q: 3 clusters Score -1.12613e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -11264772.000000 Penalty: 5682.666992
	Iteration 9F: 3 clusters Score -1.126477e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -11270030.000000 Penalty: 5682.666992
	Iteration 10F: 3 clusters Score -1.127003e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -11276223.000000 Penalty: 5682.666992
	Iteration 11F: 3 clusters Score -1.127622e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -11281986.000000 Penalty: 5682.666992
	Iteration 12F: 3 clusters Score -1.128199e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90196 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -11285642.000000 Penalty: 5682.666992
	Iteration 13Q: 3 clusters Score -1.128564e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -11287412.000000 Penalty: 5682.666992
	Iteration 14Q: 3 clusters Score -1.128741e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -11288168.000000 Penalty: 5682.666992
	Iteration 15Q: 3 clusters Score -1.128817e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11288536.000000 Penalty: 5682.666992
	Iteration 16Q: 3 clusters Score -1.128854e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93898 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11288708.000000 Penalty: 5682.666992
	Iteration 17Q: 3 clusters Score -1.128871e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93995 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11288823.000000 Penalty: 5682.666992
	Iteration 18Q: 3 clusters Score -1.128882e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11288838.000000 Penalty: 5682.666992
	Iteration 19Q: 3 clusters Score -1.128884e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -11288884.000000 Penalty: 5682.666992
	Iteration 20F: 3 clusters Score -1.128888e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11288909.000000 Penalty: 5682.666992
	Iteration 21Q: 3 clusters Score -1.128891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11288939.000000 Penalty: 5682.666992
	Iteration 22Q: 3 clusters Score -1.128894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94107 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11288966.000000 Penalty: 5682.666992
	Iteration 23Q: 3 clusters Score -1.128897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11288962.000000 Penalty: 5682.666992
	Iteration 24Q: 3 clusters Score -1.128896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11288981.000000 Penalty: 5682.666992
	Iteration 25Q: 3 clusters Score -1.128898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11288991.000000 Penalty: 5682.666992
	Iteration 26Q: 3 clusters Score -1.128899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11288998.000000 Penalty: 5682.666992
	Iteration 27Q: 3 clusters Score -1.1289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11289000.000000 Penalty: 5682.666992
	Iteration 28Q: 3 clusters Score -1.1289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94114 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11289008.000000 Penalty: 5682.666992
	Iteration 29Q: 3 clusters Score -1.128901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11289018.000000 Penalty: 5682.666992
	Iteration 30Q: 3 clusters Score -1.128902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11289009.000000 Penalty: 5682.666992
	Iteration 31Q: 3 clusters Score -1.128901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11289016.000000 Penalty: 5682.666992
	Iteration 32Q: 3 clusters Score -1.128902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11289019.000000 Penalty: 5682.666992
	Iteration 33Q: 3 clusters Score -1.128902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11289015.000000 Penalty: 5682.666992
	Iteration 34Q: 3 clusters Score -1.128902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94123 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11289018.000000 Penalty: 5682.666992
	Iteration 35Q: 3 clusters Score -1.128902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11289022.000000 Penalty: 5682.666992
	Iteration 36Q: 3 clusters Score -1.128902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94123 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11289022.000000 Penalty: 5682.666992
	Iteration 37Q: 3 clusters Score -1.128902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11289022.000000 Penalty: 5682.666992
	Iteration 38Q: 3 clusters Score -1.128902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11289022.000000 Penalty: 5682.666992
	Iteration 39F: 3 clusters Score -1.128902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Entering Unmasked Estep 
Score: -2327232.000000 Penalty: 2454.385010
	Iteration 0F: 2 clusters Score -2327232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2313285.250000 Penalty: 4908.770020
	Iteration 0F: 3 clusters Score -2313285 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2318080.500000 Penalty: 4908.770020
	Iteration 1F: 3 clusters Score -2318080 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2318620.250000 Penalty: 4908.770020
	Iteration 2F: 3 clusters Score -2318620 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2319134.250000 Penalty: 4908.770020
	Iteration 3F: 3 clusters Score -2319134 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2319671.000000 Penalty: 4908.770020
	Iteration 4F: 3 clusters Score -2319671 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2320317.000000 Penalty: 4908.770020
	Iteration 5F: 3 clusters Score -2320317 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2321086.750000 Penalty: 4908.770020
	Iteration 6F: 3 clusters Score -2321087 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2322010.500000 Penalty: 4908.770020
	Iteration 7F: 3 clusters Score -2322010 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2322932.000000 Penalty: 4908.770020
	Iteration 8F: 3 clusters Score -2322932 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2323765.500000 Penalty: 4908.770020
	Iteration 9Q: 3 clusters Score -2323766 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2324357.500000 Penalty: 4908.770020
	Iteration 10Q: 3 clusters Score -2324358 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2324767.500000 Penalty: 4908.770020
	Iteration 11Q: 3 clusters Score -2324768 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2325019.750000 Penalty: 4908.770020
	Iteration 12Q: 3 clusters Score -2325020 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2325165.000000 Penalty: 4908.770020
	Iteration 13Q: 3 clusters Score -2325165 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2325274.500000 Penalty: 4908.770020
	Iteration 14Q: 3 clusters Score -2325274 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2325332.500000 Penalty: 4908.770020
	Iteration 15Q: 3 clusters Score -2325332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2325376.750000 Penalty: 4908.770020
	Iteration 16Q: 3 clusters Score -2325377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2325406.250000 Penalty: 4908.770020
	Iteration 17Q: 3 clusters Score -2325406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2325421.750000 Penalty: 4908.770020
	Iteration 18Q: 3 clusters Score -2325422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2325431.000000 Penalty: 4908.770020
	Iteration 19Q: 3 clusters Score -2325431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2325445.000000 Penalty: 4908.770020
	Iteration 20F: 3 clusters Score -2325445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2325447.500000 Penalty: 4908.770020
	Iteration 21Q: 3 clusters Score -2325448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2325457.500000 Penalty: 4908.770020
	Iteration 22Q: 3 clusters Score -2325458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2325465.500000 Penalty: 4908.770020
	Iteration 23Q: 3 clusters Score -2325466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2325467.750000 Penalty: 4908.770020
	Iteration 24Q: 3 clusters Score -2325468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2325466.750000 Penalty: 4908.770020
	Iteration 25Q: 3 clusters Score -2325467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2325466.750000 Penalty: 4908.770020
	Iteration 26F: 3 clusters Score -2325467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Entering Unmasked Estep 
Score: -562593.250000 Penalty: 2119.112549
	Iteration 0F: 2 clusters Score -562593.2 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 2603 members 
Entering Unmasked Estep 
Score: -557985.250000 Penalty: 4238.225098
	Iteration 0F: 3 clusters Score -557985.2 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -559142.562500 Penalty: 4238.225098
	Iteration 1F: 3 clusters Score -559142.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -559486.812500 Penalty: 4238.225098
	Iteration 2F: 3 clusters Score -559486.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -559877.625000 Penalty: 4238.225098
	Iteration 3F: 3 clusters Score -559877.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -560305.000000 Penalty: 4238.225098
	Iteration 4F: 3 clusters Score -560305 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -560712.812500 Penalty: 4238.225098
	Iteration 5F: 3 clusters Score -560712.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -561026.000000 Penalty: 4238.225098
	Iteration 6F: 3 clusters Score -561026 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -561205.812500 Penalty: 4238.225098
	Iteration 7Q: 3 clusters Score -561205.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -561324.875000 Penalty: 4238.225098
	Iteration 8Q: 3 clusters Score -561324.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -561390.750000 Penalty: 4238.225098
	Iteration 9Q: 3 clusters Score -561390.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -561434.312500 Penalty: 4238.225098
	Iteration 10Q: 3 clusters Score -561434.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -561462.312500 Penalty: 4238.225098
	Iteration 11Q: 3 clusters Score -561462.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -561483.937500 Penalty: 4238.225098
	Iteration 12Q: 3 clusters Score -561483.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -561504.125000 Penalty: 4238.225098
	Iteration 13Q: 3 clusters Score -561504.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -561520.625000 Penalty: 4238.225098
	Iteration 14Q: 3 clusters Score -561520.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -561532.437500 Penalty: 4238.225098
	Iteration 15Q: 3 clusters Score -561532.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -561538.125000 Penalty: 4238.225098
	Iteration 16Q: 3 clusters Score -561538.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -561542.750000 Penalty: 4238.225098
	Iteration 17Q: 3 clusters Score -561542.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -561548.937500 Penalty: 4238.225098
	Iteration 18Q: 3 clusters Score -561548.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -561552.062500 Penalty: 4238.225098
	Iteration 19Q: 3 clusters Score -561552.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -561553.500000 Penalty: 4238.225098
	Iteration 20F: 3 clusters Score -561553.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -561554.687500 Penalty: 4238.225098
	Iteration 21Q: 3 clusters Score -561554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -561555.375000 Penalty: 4238.225098
	Iteration 22Q: 3 clusters Score -561555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -561556.687500 Penalty: 4238.225098
	Iteration 23Q: 3 clusters Score -561556.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -561556.562500 Penalty: 4238.225098
	Iteration 24Q: 3 clusters Score -561556.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -561558.437500 Penalty: 4238.225098
	Iteration 25Q: 3 clusters Score -561558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -561557.437500 Penalty: 4238.225098
	Iteration 26Q: 3 clusters Score -561557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -561557.937500 Penalty: 4238.225098
	Iteration 27Q: 3 clusters Score -561557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -561559.312500 Penalty: 4238.225098
	Iteration 28Q: 3 clusters Score -561559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -561559.375000 Penalty: 4238.225098
	Iteration 29Q: 3 clusters Score -561559.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -561560.625000 Penalty: 4238.225098
	Iteration 30Q: 3 clusters Score -561560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -561561.687500 Penalty: 4238.225098
	Iteration 31Q: 3 clusters Score -561561.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -561563.375000 Penalty: 4238.225098
	Iteration 32Q: 3 clusters Score -561563.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -561562.500000 Penalty: 4238.225098
	Iteration 33Q: 3 clusters Score -561562.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -561562.187500 Penalty: 4238.225098
	Iteration 34Q: 3 clusters Score -561562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -561563.062500 Penalty: 4238.225098
	Iteration 35Q: 3 clusters Score -561563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -561563.062500 Penalty: 4238.225098
	Iteration 36F: 3 clusters Score -561563.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Entering Unmasked Estep 
Score: -718936.375000 Penalty: 2161.457031
	Iteration 0F: 2 clusters Score -718936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -713728.687500 Penalty: 4322.914062
	Iteration 0F: 3 clusters Score -713728.7 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -715013.687500 Penalty: 4322.914062
	Iteration 1F: 3 clusters Score -715013.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -715262.812500 Penalty: 4322.914062
	Iteration 2F: 3 clusters Score -715262.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -715415.562500 Penalty: 4322.914062
	Iteration 3Q: 3 clusters Score -715415.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -715518.375000 Penalty: 4322.914062
	Iteration 4Q: 3 clusters Score -715518.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -715588.187500 Penalty: 4322.914062
	Iteration 5Q: 3 clusters Score -715588.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -715642.750000 Penalty: 4322.914062
	Iteration 6Q: 3 clusters Score -715642.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -715683.500000 Penalty: 4322.914062
	Iteration 7Q: 3 clusters Score -715683.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -715714.687500 Penalty: 4322.914062
	Iteration 8Q: 3 clusters Score -715714.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -715739.437500 Penalty: 4322.914062
	Iteration 9Q: 3 clusters Score -715739.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -715759.500000 Penalty: 4322.914062
	Iteration 10Q: 3 clusters Score -715759.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -715778.875000 Penalty: 4322.914062
	Iteration 11Q: 3 clusters Score -715778.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -715799.687500 Penalty: 4322.914062
	Iteration 12Q: 3 clusters Score -715799.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -715817.937500 Penalty: 4322.914062
	Iteration 13Q: 3 clusters Score -715817.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -715832.812500 Penalty: 4322.914062
	Iteration 14Q: 3 clusters Score -715832.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -715856.687500 Penalty: 4322.914062
	Iteration 15Q: 3 clusters Score -715856.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -715879.250000 Penalty: 4322.914062
	Iteration 16Q: 3 clusters Score -715879.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -715897.187500 Penalty: 4322.914062
	Iteration 17Q: 3 clusters Score -715897.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -715911.062500 Penalty: 4322.914062
	Iteration 18Q: 3 clusters Score -715911.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -715922.875000 Penalty: 4322.914062
	Iteration 19Q: 3 clusters Score -715922.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -715937.562500 Penalty: 4322.914062
	Iteration 20F: 3 clusters Score -715937.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -715951.937500 Penalty: 4322.914062
	Iteration 21Q: 3 clusters Score -715951.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -715967.250000 Penalty: 4322.914062
	Iteration 22Q: 3 clusters Score -715967.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -715983.250000 Penalty: 4322.914062
	Iteration 23Q: 3 clusters Score -715983.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -715997.125000 Penalty: 4322.914062
	Iteration 24Q: 3 clusters Score -715997.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -716012.937500 Penalty: 4322.914062
	Iteration 25Q: 3 clusters Score -716012.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -716032.062500 Penalty: 4322.914062
	Iteration 26Q: 3 clusters Score -716032.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -716058.062500 Penalty: 4322.914062
	Iteration 27Q: 3 clusters Score -716058.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -716097.562500 Penalty: 4322.914062
	Iteration 28Q: 3 clusters Score -716097.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -716134.937500 Penalty: 4322.914062
	Iteration 29Q: 3 clusters Score -716134.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -716171.625000 Penalty: 4322.914062
	Iteration 30Q: 3 clusters Score -716171.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -716208.062500 Penalty: 4322.914062
	Iteration 31Q: 3 clusters Score -716208.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -716243.625000 Penalty: 4322.914062
	Iteration 32Q: 3 clusters Score -716243.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -716290.187500 Penalty: 4322.914062
	Iteration 33Q: 3 clusters Score -716290.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -716334.062500 Penalty: 4322.914062
	Iteration 34Q: 3 clusters Score -716334.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -716381.062500 Penalty: 4322.914062
	Iteration 35Q: 3 clusters Score -716381.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -716449.875000 Penalty: 4322.914062
	Iteration 36Q: 3 clusters Score -716449.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -716521.750000 Penalty: 4322.914062
	Iteration 37Q: 3 clusters Score -716521.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -716572.312500 Penalty: 4322.914062
	Iteration 38Q: 3 clusters Score -716572.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -716619.312500 Penalty: 4322.914062
	Iteration 39Q: 3 clusters Score -716619.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -716657.937500 Penalty: 4322.914062
	Iteration 40F: 3 clusters Score -716657.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -716692.625000 Penalty: 4322.914062
	Iteration 41Q: 3 clusters Score -716692.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -716722.687500 Penalty: 4322.914062
	Iteration 42Q: 3 clusters Score -716722.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -716760.562500 Penalty: 4322.914062
	Iteration 43Q: 3 clusters Score -716760.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -716798.250000 Penalty: 4322.914062
	Iteration 44Q: 3 clusters Score -716798.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -716834.000000 Penalty: 4322.914062
	Iteration 45Q: 3 clusters Score -716834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -716858.000000 Penalty: 4322.914062
	Iteration 46Q: 3 clusters Score -716858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -716878.937500 Penalty: 4322.914062
	Iteration 47Q: 3 clusters Score -716878.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -716899.625000 Penalty: 4322.914062
	Iteration 48Q: 3 clusters Score -716899.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -716916.250000 Penalty: 4322.914062
	Iteration 49Q: 3 clusters Score -716916.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -716930.812500 Penalty: 4322.914062
	Iteration 50Q: 3 clusters Score -716930.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -716950.625000 Penalty: 4322.914062
	Iteration 51Q: 3 clusters Score -716950.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -716968.062500 Penalty: 4322.914062
	Iteration 52Q: 3 clusters Score -716968.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -716976.187500 Penalty: 4322.914062
	Iteration 53Q: 3 clusters Score -716976.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -716988.375000 Penalty: 4322.914062
	Iteration 54Q: 3 clusters Score -716988.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -716999.687500 Penalty: 4322.914062
	Iteration 55Q: 3 clusters Score -716999.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -717009.937500 Penalty: 4322.914062
	Iteration 56Q: 3 clusters Score -717009.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -717014.937500 Penalty: 4322.914062
	Iteration 57Q: 3 clusters Score -717014.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -717018.812500 Penalty: 4322.914062
	Iteration 58Q: 3 clusters Score -717018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -717020.687500 Penalty: 4322.914062
	Iteration 59Q: 3 clusters Score -717020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -717029.625000 Penalty: 4322.914062
	Iteration 60F: 3 clusters Score -717029.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -717033.625000 Penalty: 4322.914062
	Iteration 61Q: 3 clusters Score -717033.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -717039.000000 Penalty: 4322.914062
	Iteration 62Q: 3 clusters Score -717039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -717041.937500 Penalty: 4322.914062
	Iteration 63Q: 3 clusters Score -717041.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -717050.562500 Penalty: 4322.914062
	Iteration 64Q: 3 clusters Score -717050.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -717054.062500 Penalty: 4322.914062
	Iteration 65Q: 3 clusters Score -717054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -717060.250000 Penalty: 4322.914062
	Iteration 66Q: 3 clusters Score -717060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -717060.875000 Penalty: 4322.914062
	Iteration 67Q: 3 clusters Score -717060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -717063.562500 Penalty: 4322.914062
	Iteration 68Q: 3 clusters Score -717063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -717066.937500 Penalty: 4322.914062
	Iteration 69Q: 3 clusters Score -717066.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -717075.125000 Penalty: 4322.914062
	Iteration 70Q: 3 clusters Score -717075.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -717079.937500 Penalty: 4322.914062
	Iteration 71Q: 3 clusters Score -717079.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -717085.562500 Penalty: 4322.914062
	Iteration 72Q: 3 clusters Score -717085.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -717090.250000 Penalty: 4322.914062
	Iteration 73Q: 3 clusters Score -717090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -717092.312500 Penalty: 4322.914062
	Iteration 74Q: 3 clusters Score -717092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -717093.312500 Penalty: 4322.914062
	Iteration 75Q: 3 clusters Score -717093.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -717093.312500 Penalty: 4322.914062
	Iteration 76F: 3 clusters Score -717093.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Entering Unmasked Estep 
Score: -880749.500000 Penalty: 2214.401367
	Iteration 0F: 2 clusters Score -880749.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -874628.312500 Penalty: 4428.802734
	Iteration 0F: 3 clusters Score -874628.3 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -876229.375000 Penalty: 4428.802734
	Iteration 1F: 3 clusters Score -876229.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -876535.062500 Penalty: 4428.802734
	Iteration 2F: 3 clusters Score -876535.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -876745.187500 Penalty: 4428.802734
	Iteration 3F: 3 clusters Score -876745.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -876898.625000 Penalty: 4428.802734
	Iteration 4Q: 3 clusters Score -876898.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -877001.562500 Penalty: 4428.802734
	Iteration 5Q: 3 clusters Score -877001.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -877082.062500 Penalty: 4428.802734
	Iteration 6Q: 3 clusters Score -877082.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -877145.312500 Penalty: 4428.802734
	Iteration 7Q: 3 clusters Score -877145.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -877204.312500 Penalty: 4428.802734
	Iteration 8Q: 3 clusters Score -877204.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -877260.375000 Penalty: 4428.802734
	Iteration 9Q: 3 clusters Score -877260.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -877312.312500 Penalty: 4428.802734
	Iteration 10Q: 3 clusters Score -877312.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -877356.125000 Penalty: 4428.802734
	Iteration 11Q: 3 clusters Score -877356.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -877381.375000 Penalty: 4428.802734
	Iteration 12Q: 3 clusters Score -877381.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -877413.937500 Penalty: 4428.802734
	Iteration 13Q: 3 clusters Score -877413.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -877446.562500 Penalty: 4428.802734
	Iteration 14Q: 3 clusters Score -877446.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -877473.687500 Penalty: 4428.802734
	Iteration 15Q: 3 clusters Score -877473.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -877513.375000 Penalty: 4428.802734
	Iteration 16Q: 3 clusters Score -877513.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -877556.875000 Penalty: 4428.802734
	Iteration 17Q: 3 clusters Score -877556.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -877600.187500 Penalty: 4428.802734
	Iteration 18Q: 3 clusters Score -877600.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -877662.562500 Penalty: 4428.802734
	Iteration 19Q: 3 clusters Score -877662.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -877731.687500 Penalty: 4428.802734
	Iteration 20F: 3 clusters Score -877731.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -877803.062500 Penalty: 4428.802734
	Iteration 21Q: 3 clusters Score -877803.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -877881.062500 Penalty: 4428.802734
	Iteration 22Q: 3 clusters Score -877881.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -877964.125000 Penalty: 4428.802734
	Iteration 23Q: 3 clusters Score -877964.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -878043.750000 Penalty: 4428.802734
	Iteration 24Q: 3 clusters Score -878043.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -878121.312500 Penalty: 4428.802734
	Iteration 25Q: 3 clusters Score -878121.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -878198.937500 Penalty: 4428.802734
	Iteration 26Q: 3 clusters Score -878198.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -878286.375000 Penalty: 4428.802734
	Iteration 27Q: 3 clusters Score -878286.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -878403.937500 Penalty: 4428.802734
	Iteration 28Q: 3 clusters Score -878403.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -878523.250000 Penalty: 4428.802734
	Iteration 29Q: 3 clusters Score -878523.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -878651.062500 Penalty: 4428.802734
	Iteration 30Q: 3 clusters Score -878651.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -878794.062500 Penalty: 4428.802734
	Iteration 31Q: 3 clusters Score -878794.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -878878.375000 Penalty: 4428.802734
	Iteration 32Q: 3 clusters Score -878878.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -878924.375000 Penalty: 4428.802734
	Iteration 33Q: 3 clusters Score -878924.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -878964.562500 Penalty: 4428.802734
	Iteration 34Q: 3 clusters Score -878964.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -878983.687500 Penalty: 4428.802734
	Iteration 35Q: 3 clusters Score -878983.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -878999.250000 Penalty: 4428.802734
	Iteration 36Q: 3 clusters Score -878999.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -879010.500000 Penalty: 4428.802734
	Iteration 37Q: 3 clusters Score -879010.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -879021.125000 Penalty: 4428.802734
	Iteration 38Q: 3 clusters Score -879021.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -879027.812500 Penalty: 4428.802734
	Iteration 39Q: 3 clusters Score -879027.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -879034.312500 Penalty: 4428.802734
	Iteration 40F: 3 clusters Score -879034.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -879039.437500 Penalty: 4428.802734
	Iteration 41Q: 3 clusters Score -879039.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -879043.750000 Penalty: 4428.802734
	Iteration 42Q: 3 clusters Score -879043.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -879045.937500 Penalty: 4428.802734
	Iteration 43Q: 3 clusters Score -879045.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -879051.062500 Penalty: 4428.802734
	Iteration 44Q: 3 clusters Score -879051.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -879056.000000 Penalty: 4428.802734
	Iteration 45Q: 3 clusters Score -879056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -879057.937500 Penalty: 4428.802734
	Iteration 46Q: 3 clusters Score -879057.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -879060.250000 Penalty: 4428.802734
	Iteration 47Q: 3 clusters Score -879060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -879060.437500 Penalty: 4428.802734
	Iteration 48Q: 3 clusters Score -879060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -879063.375000 Penalty: 4428.802734
	Iteration 49Q: 3 clusters Score -879063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -879064.437500 Penalty: 4428.802734
	Iteration 50Q: 3 clusters Score -879064.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -879063.812500 Penalty: 4428.802734
	Iteration 51Q: 3 clusters Score -879063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -879062.750000 Penalty: 4428.802734
	Iteration 52Q: 3 clusters Score -879062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -879064.312500 Penalty: 4428.802734
	Iteration 53Q: 3 clusters Score -879064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -879064.375000 Penalty: 4428.802734
	Iteration 54Q: 3 clusters Score -879064.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -879064.375000 Penalty: 4428.802734
	Iteration 55F: 3 clusters Score -879064.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Entering Unmasked Estep 
Score: -3328047.000000 Penalty: 2534.843018
	Iteration 0F: 2 clusters Score -3328047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3309130.000000 Penalty: 5069.686035
	Iteration 0F: 3 clusters Score -3309130 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3315720.750000 Penalty: 5069.686035
	Iteration 1F: 3 clusters Score -3315721 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3316096.500000 Penalty: 5069.686035
	Iteration 2Q: 3 clusters Score -3316096 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3316393.250000 Penalty: 5069.686035
	Iteration 3Q: 3 clusters Score -3316393 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3316663.500000 Penalty: 5069.686035
	Iteration 4Q: 3 clusters Score -3316664 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3316909.250000 Penalty: 5069.686035
	Iteration 5Q: 3 clusters Score -3316909 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3317162.250000 Penalty: 5069.686035
	Iteration 6Q: 3 clusters Score -3317162 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3317471.000000 Penalty: 5069.686035
	Iteration 7Q: 3 clusters Score -3317471 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3317828.500000 Penalty: 5069.686035
	Iteration 8Q: 3 clusters Score -3317828 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3318323.500000 Penalty: 5069.686035
	Iteration 9Q: 3 clusters Score -3318324 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3318951.750000 Penalty: 5069.686035
	Iteration 10Q: 3 clusters Score -3318952 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3319710.250000 Penalty: 5069.686035
	Iteration 11Q: 3 clusters Score -3319710 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3320574.750000 Penalty: 5069.686035
	Iteration 12Q: 3 clusters Score -3320575 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3321266.000000 Penalty: 5069.686035
	Iteration 13Q: 3 clusters Score -3321266 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3321816.250000 Penalty: 5069.686035
	Iteration 14Q: 3 clusters Score -3321816 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3322207.250000 Penalty: 5069.686035
	Iteration 15Q: 3 clusters Score -3322207 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3322519.250000 Penalty: 5069.686035
	Iteration 16Q: 3 clusters Score -3322519 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3322790.250000 Penalty: 5069.686035
	Iteration 17Q: 3 clusters Score -3322790 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -3323029.000000 Penalty: 5069.686035
	Iteration 18Q: 3 clusters Score -3323029 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -3323226.250000 Penalty: 5069.686035
	Iteration 19Q: 3 clusters Score -3323226 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -3323405.500000 Penalty: 5069.686035
	Iteration 20F: 3 clusters Score -3323406 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3323609.000000 Penalty: 5069.686035
	Iteration 21Q: 3 clusters Score -3323609 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3323779.250000 Penalty: 5069.686035
	Iteration 22Q: 3 clusters Score -3323779 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -3323982.250000 Penalty: 5069.686035
	Iteration 23Q: 3 clusters Score -3323982 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3324158.500000 Penalty: 5069.686035
	Iteration 24Q: 3 clusters Score -3324158 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -3324334.250000 Penalty: 5069.686035
	Iteration 25Q: 3 clusters Score -3324334 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3324509.000000 Penalty: 5069.686035
	Iteration 26Q: 3 clusters Score -3324509 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3324674.500000 Penalty: 5069.686035
	Iteration 27Q: 3 clusters Score -3324674 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3324815.000000 Penalty: 5069.686035
	Iteration 28Q: 3 clusters Score -3324815 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3324970.750000 Penalty: 5069.686035
	Iteration 29Q: 3 clusters Score -3324971 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3325085.250000 Penalty: 5069.686035
	Iteration 30Q: 3 clusters Score -3325085 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3325171.750000 Penalty: 5069.686035
	Iteration 31Q: 3 clusters Score -3325172 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3325244.500000 Penalty: 5069.686035
	Iteration 32Q: 3 clusters Score -3325244 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3325297.000000 Penalty: 5069.686035
	Iteration 33Q: 3 clusters Score -3325297 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3325348.750000 Penalty: 5069.686035
	Iteration 34Q: 3 clusters Score -3325349 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3325393.500000 Penalty: 5069.686035
	Iteration 35Q: 3 clusters Score -3325394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3325421.250000 Penalty: 5069.686035
	Iteration 36Q: 3 clusters Score -3325421 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3325452.750000 Penalty: 5069.686035
	Iteration 37Q: 3 clusters Score -3325453 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3325482.000000 Penalty: 5069.686035
	Iteration 38Q: 3 clusters Score -3325482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -3325503.500000 Penalty: 5069.686035
	Iteration 39Q: 3 clusters Score -3325504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3325531.500000 Penalty: 5069.686035
	Iteration 40F: 3 clusters Score -3325532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -3325546.000000 Penalty: 5069.686035
	Iteration 41Q: 3 clusters Score -3325546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -3325569.250000 Penalty: 5069.686035
	Iteration 42Q: 3 clusters Score -3325569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3325592.000000 Penalty: 5069.686035
	Iteration 43Q: 3 clusters Score -3325592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3325615.750000 Penalty: 5069.686035
	Iteration 44Q: 3 clusters Score -3325616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -3325622.250000 Penalty: 5069.686035
	Iteration 45Q: 3 clusters Score -3325622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3325637.250000 Penalty: 5069.686035
	Iteration 46Q: 3 clusters Score -3325637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3325642.250000 Penalty: 5069.686035
	Iteration 47Q: 3 clusters Score -3325642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3325659.500000 Penalty: 5069.686035
	Iteration 48Q: 3 clusters Score -3325660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3325675.000000 Penalty: 5069.686035
	Iteration 49Q: 3 clusters Score -3325675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -3325681.250000 Penalty: 5069.686035
	Iteration 50Q: 3 clusters Score -3325681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -3325693.750000 Penalty: 5069.686035
	Iteration 51Q: 3 clusters Score -3325694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3325700.000000 Penalty: 5069.686035
	Iteration 52Q: 3 clusters Score -3325700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3325711.250000 Penalty: 5069.686035
	Iteration 53Q: 3 clusters Score -3325711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3325715.000000 Penalty: 5069.686035
	Iteration 54Q: 3 clusters Score -3325715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3325717.000000 Penalty: 5069.686035
	Iteration 55Q: 3 clusters Score -3325717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3325725.750000 Penalty: 5069.686035
	Iteration 56Q: 3 clusters Score -3325726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3325731.000000 Penalty: 5069.686035
	Iteration 57Q: 3 clusters Score -3325731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3325734.250000 Penalty: 5069.686035
	Iteration 58Q: 3 clusters Score -3325734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3325738.500000 Penalty: 5069.686035
	Iteration 59Q: 3 clusters Score -3325738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3325738.750000 Penalty: 5069.686035
	Iteration 60F: 3 clusters Score -3325739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3325739.000000 Penalty: 5069.686035
	Iteration 61Q: 3 clusters Score -3325739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3325744.500000 Penalty: 5069.686035
	Iteration 62Q: 3 clusters Score -3325744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -3325751.750000 Penalty: 5069.686035
	Iteration 63Q: 3 clusters Score -3325752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3325751.000000 Penalty: 5069.686035
	Iteration 64Q: 3 clusters Score -3325751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3325752.500000 Penalty: 5069.686035
	Iteration 65Q: 3 clusters Score -3325752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3325758.250000 Penalty: 5069.686035
	Iteration 66Q: 3 clusters Score -3325758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3325762.000000 Penalty: 5069.686035
	Iteration 67Q: 3 clusters Score -3325762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -3325765.750000 Penalty: 5069.686035
	Iteration 68Q: 3 clusters Score -3325766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -3325769.500000 Penalty: 5069.686035
	Iteration 69Q: 3 clusters Score -3325770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3325774.750000 Penalty: 5069.686035
	Iteration 70Q: 3 clusters Score -3325775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3325775.750000 Penalty: 5069.686035
	Iteration 71Q: 3 clusters Score -3325776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3325774.000000 Penalty: 5069.686035
	Iteration 72Q: 3 clusters Score -3325774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3325771.000000 Penalty: 5069.686035
	Iteration 73Q: 3 clusters Score -3325771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3325774.000000 Penalty: 5069.686035
	Iteration 74Q: 3 clusters Score -3325774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -3325779.000000 Penalty: 5069.686035
	Iteration 75Q: 3 clusters Score -3325779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3325775.750000 Penalty: 5069.686035
	Iteration 76Q: 3 clusters Score -3325776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3325775.750000 Penalty: 5069.686035
	Iteration 77F: 3 clusters Score -3325776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Entering Unmasked Estep 
Score: -1460586.625000 Penalty: 2339.027588
	Iteration 0F: 2 clusters Score -1460587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1451324.375000 Penalty: 4678.055176
	Iteration 0F: 3 clusters Score -1451324 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1454310.625000 Penalty: 4678.055176
	Iteration 1F: 3 clusters Score -1454311 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1454680.000000 Penalty: 4678.055176
	Iteration 2F: 3 clusters Score -1454680 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1454938.000000 Penalty: 4678.055176
	Iteration 3F: 3 clusters Score -1454938 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1455143.375000 Penalty: 4678.055176
	Iteration 4Q: 3 clusters Score -1455143 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1455301.750000 Penalty: 4678.055176
	Iteration 5Q: 3 clusters Score -1455302 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1455446.375000 Penalty: 4678.055176
	Iteration 6Q: 3 clusters Score -1455446 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1455578.750000 Penalty: 4678.055176
	Iteration 7Q: 3 clusters Score -1455579 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1455707.500000 Penalty: 4678.055176
	Iteration 8Q: 3 clusters Score -1455708 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1455826.250000 Penalty: 4678.055176
	Iteration 9Q: 3 clusters Score -1455826 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1455930.750000 Penalty: 4678.055176
	Iteration 10Q: 3 clusters Score -1455931 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1456052.750000 Penalty: 4678.055176
	Iteration 11Q: 3 clusters Score -1456053 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1456192.250000 Penalty: 4678.055176
	Iteration 12Q: 3 clusters Score -1456192 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1456338.500000 Penalty: 4678.055176
	Iteration 13Q: 3 clusters Score -1456338 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1456483.875000 Penalty: 4678.055176
	Iteration 14Q: 3 clusters Score -1456484 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1456621.500000 Penalty: 4678.055176
	Iteration 15Q: 3 clusters Score -1456622 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1456749.000000 Penalty: 4678.055176
	Iteration 16Q: 3 clusters Score -1456749 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1456871.500000 Penalty: 4678.055176
	Iteration 17Q: 3 clusters Score -1456872 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1456989.500000 Penalty: 4678.055176
	Iteration 18Q: 3 clusters Score -1456990 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1457097.500000 Penalty: 4678.055176
	Iteration 19Q: 3 clusters Score -1457098 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1457188.125000 Penalty: 4678.055176
	Iteration 20F: 3 clusters Score -1457188 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1457267.000000 Penalty: 4678.055176
	Iteration 21Q: 3 clusters Score -1457267 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1457338.875000 Penalty: 4678.055176
	Iteration 22Q: 3 clusters Score -1457339 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1457389.625000 Penalty: 4678.055176
	Iteration 23Q: 3 clusters Score -1457390 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1457433.375000 Penalty: 4678.055176
	Iteration 24Q: 3 clusters Score -1457433 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1457478.750000 Penalty: 4678.055176
	Iteration 25Q: 3 clusters Score -1457479 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1457527.750000 Penalty: 4678.055176
	Iteration 26Q: 3 clusters Score -1457528 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1457578.000000 Penalty: 4678.055176
	Iteration 27Q: 3 clusters Score -1457578 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1457622.125000 Penalty: 4678.055176
	Iteration 28Q: 3 clusters Score -1457622 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1457656.125000 Penalty: 4678.055176
	Iteration 29Q: 3 clusters Score -1457656 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1457696.375000 Penalty: 4678.055176
	Iteration 30Q: 3 clusters Score -1457696 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1457719.000000 Penalty: 4678.055176
	Iteration 31Q: 3 clusters Score -1457719 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1457744.375000 Penalty: 4678.055176
	Iteration 32Q: 3 clusters Score -1457744 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1457763.375000 Penalty: 4678.055176
	Iteration 33Q: 3 clusters Score -1457763 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1457783.875000 Penalty: 4678.055176
	Iteration 34Q: 3 clusters Score -1457784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1457805.125000 Penalty: 4678.055176
	Iteration 35Q: 3 clusters Score -1457805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1457835.750000 Penalty: 4678.055176
	Iteration 36Q: 3 clusters Score -1457836 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1457874.250000 Penalty: 4678.055176
	Iteration 37Q: 3 clusters Score -1457874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1457909.125000 Penalty: 4678.055176
	Iteration 38Q: 3 clusters Score -1457909 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1457959.125000 Penalty: 4678.055176
	Iteration 39Q: 3 clusters Score -1457959 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1457996.125000 Penalty: 4678.055176
	Iteration 40F: 3 clusters Score -1457996 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1458027.250000 Penalty: 4678.055176
	Iteration 41Q: 3 clusters Score -1458027 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1458060.000000 Penalty: 4678.055176
	Iteration 42Q: 3 clusters Score -1458060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1458090.875000 Penalty: 4678.055176
	Iteration 43Q: 3 clusters Score -1458091 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1458128.875000 Penalty: 4678.055176
	Iteration 44Q: 3 clusters Score -1458129 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1458174.625000 Penalty: 4678.055176
	Iteration 45Q: 3 clusters Score -1458175 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1458210.250000 Penalty: 4678.055176
	Iteration 46Q: 3 clusters Score -1458210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1458243.750000 Penalty: 4678.055176
	Iteration 47Q: 3 clusters Score -1458244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1458271.250000 Penalty: 4678.055176
	Iteration 48Q: 3 clusters Score -1458271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1458299.250000 Penalty: 4678.055176
	Iteration 49Q: 3 clusters Score -1458299 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1458322.125000 Penalty: 4678.055176
	Iteration 50Q: 3 clusters Score -1458322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1458341.375000 Penalty: 4678.055176
	Iteration 51Q: 3 clusters Score -1458341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1458358.125000 Penalty: 4678.055176
	Iteration 52Q: 3 clusters Score -1458358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1458372.750000 Penalty: 4678.055176
	Iteration 53Q: 3 clusters Score -1458373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1458383.000000 Penalty: 4678.055176
	Iteration 54Q: 3 clusters Score -1458383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1458396.125000 Penalty: 4678.055176
	Iteration 55Q: 3 clusters Score -1458396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1458406.375000 Penalty: 4678.055176
	Iteration 56Q: 3 clusters Score -1458406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1458414.000000 Penalty: 4678.055176
	Iteration 57Q: 3 clusters Score -1458414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1458417.750000 Penalty: 4678.055176
	Iteration 58Q: 3 clusters Score -1458418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1458428.750000 Penalty: 4678.055176
	Iteration 59Q: 3 clusters Score -1458429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1458435.750000 Penalty: 4678.055176
	Iteration 60F: 3 clusters Score -1458436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1458445.000000 Penalty: 4678.055176
	Iteration 61Q: 3 clusters Score -1458445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1458452.125000 Penalty: 4678.055176
	Iteration 62Q: 3 clusters Score -1458452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1458462.375000 Penalty: 4678.055176
	Iteration 63Q: 3 clusters Score -1458462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1458468.000000 Penalty: 4678.055176
	Iteration 64Q: 3 clusters Score -1458468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1458472.500000 Penalty: 4678.055176
	Iteration 65Q: 3 clusters Score -1458472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1458479.375000 Penalty: 4678.055176
	Iteration 66Q: 3 clusters Score -1458479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1458485.250000 Penalty: 4678.055176
	Iteration 67Q: 3 clusters Score -1458485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1458489.625000 Penalty: 4678.055176
	Iteration 68Q: 3 clusters Score -1458490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1458494.625000 Penalty: 4678.055176
	Iteration 69Q: 3 clusters Score -1458495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1458496.500000 Penalty: 4678.055176
	Iteration 70Q: 3 clusters Score -1458496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1458499.625000 Penalty: 4678.055176
	Iteration 71Q: 3 clusters Score -1458500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1458505.375000 Penalty: 4678.055176
	Iteration 72Q: 3 clusters Score -1458505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1458504.750000 Penalty: 4678.055176
	Iteration 73Q: 3 clusters Score -1458505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1458505.000000 Penalty: 4678.055176
	Iteration 74Q: 3 clusters Score -1458505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1458505.375000 Penalty: 4678.055176
	Iteration 75Q: 3 clusters Score -1458505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1458505.375000 Penalty: 4678.055176
	Iteration 76F: 3 clusters Score -1458505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Entering Unmasked Estep 
Score: -1901768.375000 Penalty: 2401.607178
	Iteration 0F: 2 clusters Score -1901768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1890252.375000 Penalty: 4803.214355
	Iteration 0F: 3 clusters Score -1890252 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1893986.125000 Penalty: 4803.214355
	Iteration 1F: 3 clusters Score -1893986 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1894396.125000 Penalty: 4803.214355
	Iteration 2F: 3 clusters Score -1894396 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1894789.500000 Penalty: 4803.214355
	Iteration 3F: 3 clusters Score -1894790 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1895235.250000 Penalty: 4803.214355
	Iteration 4Q: 3 clusters Score -1895235 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1895791.875000 Penalty: 4803.214355
	Iteration 5F: 3 clusters Score -1895792 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1896401.750000 Penalty: 4803.214355
	Iteration 6F: 3 clusters Score -1896402 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1897074.000000 Penalty: 4803.214355
	Iteration 7F: 3 clusters Score -1897074 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1897724.875000 Penalty: 4803.214355
	Iteration 8F: 3 clusters Score -1897725 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1898249.750000 Penalty: 4803.214355
	Iteration 9Q: 3 clusters Score -1898250 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1898683.125000 Penalty: 4803.214355
	Iteration 10Q: 3 clusters Score -1898683 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1899000.500000 Penalty: 4803.214355
	Iteration 11Q: 3 clusters Score -1899000 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1899197.750000 Penalty: 4803.214355
	Iteration 12Q: 3 clusters Score -1899198 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1899349.375000 Penalty: 4803.214355
	Iteration 13Q: 3 clusters Score -1899349 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1899457.875000 Penalty: 4803.214355
	Iteration 14Q: 3 clusters Score -1899458 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1899510.875000 Penalty: 4803.214355
	Iteration 15Q: 3 clusters Score -1899511 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1899554.500000 Penalty: 4803.214355
	Iteration 16Q: 3 clusters Score -1899554 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1899596.500000 Penalty: 4803.214355
	Iteration 17Q: 3 clusters Score -1899596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1899640.125000 Penalty: 4803.214355
	Iteration 18Q: 3 clusters Score -1899640 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1899684.625000 Penalty: 4803.214355
	Iteration 19Q: 3 clusters Score -1899685 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1899729.000000 Penalty: 4803.214355
	Iteration 20F: 3 clusters Score -1899729 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1899767.750000 Penalty: 4803.214355
	Iteration 21Q: 3 clusters Score -1899768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1899804.625000 Penalty: 4803.214355
	Iteration 22Q: 3 clusters Score -1899805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1899829.375000 Penalty: 4803.214355
	Iteration 23Q: 3 clusters Score -1899829 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1899851.625000 Penalty: 4803.214355
	Iteration 24Q: 3 clusters Score -1899852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1899867.875000 Penalty: 4803.214355
	Iteration 25Q: 3 clusters Score -1899868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1899885.250000 Penalty: 4803.214355
	Iteration 26Q: 3 clusters Score -1899885 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1899895.750000 Penalty: 4803.214355
	Iteration 27Q: 3 clusters Score -1899896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1899906.500000 Penalty: 4803.214355
	Iteration 28Q: 3 clusters Score -1899906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1899911.625000 Penalty: 4803.214355
	Iteration 29Q: 3 clusters Score -1899912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1899922.250000 Penalty: 4803.214355
	Iteration 30Q: 3 clusters Score -1899922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1899931.000000 Penalty: 4803.214355
	Iteration 31Q: 3 clusters Score -1899931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1899936.375000 Penalty: 4803.214355
	Iteration 32Q: 3 clusters Score -1899936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1899937.125000 Penalty: 4803.214355
	Iteration 33Q: 3 clusters Score -1899937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1899940.250000 Penalty: 4803.214355
	Iteration 34Q: 3 clusters Score -1899940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1899946.125000 Penalty: 4803.214355
	Iteration 35Q: 3 clusters Score -1899946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1899948.250000 Penalty: 4803.214355
	Iteration 36Q: 3 clusters Score -1899948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1899950.750000 Penalty: 4803.214355
	Iteration 37Q: 3 clusters Score -1899951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1899949.250000 Penalty: 4803.214355
	Iteration 38Q: 3 clusters Score -1899949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1899954.000000 Penalty: 4803.214355
	Iteration 39Q: 3 clusters Score -1899954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1899956.750000 Penalty: 4803.214355
	Iteration 40F: 3 clusters Score -1899957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1899953.875000 Penalty: 4803.214355
	Iteration 41Q: 3 clusters Score -1899954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1899956.375000 Penalty: 4803.214355
	Iteration 42Q: 3 clusters Score -1899956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1899954.500000 Penalty: 4803.214355
	Iteration 43Q: 3 clusters Score -1899954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1899954.500000 Penalty: 4803.214355
	Iteration 44F: 3 clusters Score -1899954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Entering Unmasked Estep 
Score: -375139.343750 Penalty: 2013.758545
	Iteration 0F: 2 clusters Score -375139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -371673.031250 Penalty: 4027.517090
	Iteration 0F: 3 clusters Score -371673 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -372554.812500 Penalty: 4027.517090
	Iteration 1F: 3 clusters Score -372554.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -372841.750000 Penalty: 4027.517090
	Iteration 2F: 3 clusters Score -372841.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -373058.406250 Penalty: 4027.517090
	Iteration 3F: 3 clusters Score -373058.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -373209.468750 Penalty: 4027.517090
	Iteration 4Q: 3 clusters Score -373209.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -373372.468750 Penalty: 4027.517090
	Iteration 5Q: 3 clusters Score -373372.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -373514.187500 Penalty: 4027.517090
	Iteration 6Q: 3 clusters Score -373514.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -373644.156250 Penalty: 4027.517090
	Iteration 7Q: 3 clusters Score -373644.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -373758.187500 Penalty: 4027.517090
	Iteration 8Q: 3 clusters Score -373758.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -373876.187500 Penalty: 4027.517090
	Iteration 9Q: 3 clusters Score -373876.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -373964.250000 Penalty: 4027.517090
	Iteration 10Q: 3 clusters Score -373964.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -374018.593750 Penalty: 4027.517090
	Iteration 11Q: 3 clusters Score -374018.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -374063.500000 Penalty: 4027.517090
	Iteration 12Q: 3 clusters Score -374063.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -374088.468750 Penalty: 4027.517090
	Iteration 13Q: 3 clusters Score -374088.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -374102.812500 Penalty: 4027.517090
	Iteration 14Q: 3 clusters Score -374102.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -374112.937500 Penalty: 4027.517090
	Iteration 15Q: 3 clusters Score -374112.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -374120.906250 Penalty: 4027.517090
	Iteration 16Q: 3 clusters Score -374120.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -374130.093750 Penalty: 4027.517090
	Iteration 17Q: 3 clusters Score -374130.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -374133.062500 Penalty: 4027.517090
	Iteration 18Q: 3 clusters Score -374133.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -374133.843750 Penalty: 4027.517090
	Iteration 19Q: 3 clusters Score -374133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -374136.000000 Penalty: 4027.517090
	Iteration 20F: 3 clusters Score -374136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -374137.843750 Penalty: 4027.517090
	Iteration 21Q: 3 clusters Score -374137.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -374140.093750 Penalty: 4027.517090
	Iteration 22Q: 3 clusters Score -374140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -374140.062500 Penalty: 4027.517090
	Iteration 23Q: 3 clusters Score -374140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -374141.687500 Penalty: 4027.517090
	Iteration 24Q: 3 clusters Score -374141.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -374141.812500 Penalty: 4027.517090
	Iteration 25Q: 3 clusters Score -374141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -374141.812500 Penalty: 4027.517090
	Iteration 26Q: 3 clusters Score -374141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -374142.468750 Penalty: 4027.517090
	Iteration 27Q: 3 clusters Score -374142.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -374143.375000 Penalty: 4027.517090
	Iteration 28Q: 3 clusters Score -374143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -374143.375000 Penalty: 4027.517090
	Iteration 29F: 3 clusters Score -374143.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -475749.000000 Penalty: 2063.893555
	Iteration 0F: 2 clusters Score -475749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -471758.500000 Penalty: 4127.787109
	Iteration 0F: 3 clusters Score -471758.5 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -472650.843750 Penalty: 4127.787109
	Iteration 1F: 3 clusters Score -472650.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -472867.500000 Penalty: 4127.787109
	Iteration 2F: 3 clusters Score -472867.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -472977.500000 Penalty: 4127.787109
	Iteration 3Q: 3 clusters Score -472977.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -473052.156250 Penalty: 4127.787109
	Iteration 4Q: 3 clusters Score -473052.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -473105.718750 Penalty: 4127.787109
	Iteration 5Q: 3 clusters Score -473105.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -473146.562500 Penalty: 4127.787109
	Iteration 6Q: 3 clusters Score -473146.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -473179.500000 Penalty: 4127.787109
	Iteration 7Q: 3 clusters Score -473179.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -473213.750000 Penalty: 4127.787109
	Iteration 8Q: 3 clusters Score -473213.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -473243.656250 Penalty: 4127.787109
	Iteration 9Q: 3 clusters Score -473243.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -473271.656250 Penalty: 4127.787109
	Iteration 10Q: 3 clusters Score -473271.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -473299.906250 Penalty: 4127.787109
	Iteration 11Q: 3 clusters Score -473299.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -473322.906250 Penalty: 4127.787109
	Iteration 12Q: 3 clusters Score -473322.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -473346.562500 Penalty: 4127.787109
	Iteration 13Q: 3 clusters Score -473346.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -473371.250000 Penalty: 4127.787109
	Iteration 14Q: 3 clusters Score -473371.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -473396.750000 Penalty: 4127.787109
	Iteration 15Q: 3 clusters Score -473396.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -473415.156250 Penalty: 4127.787109
	Iteration 16Q: 3 clusters Score -473415.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -473430.781250 Penalty: 4127.787109
	Iteration 17Q: 3 clusters Score -473430.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -473443.937500 Penalty: 4127.787109
	Iteration 18Q: 3 clusters Score -473443.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -473462.156250 Penalty: 4127.787109
	Iteration 19Q: 3 clusters Score -473462.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -473480.812500 Penalty: 4127.787109
	Iteration 20F: 3 clusters Score -473480.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -473498.437500 Penalty: 4127.787109
	Iteration 21Q: 3 clusters Score -473498.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -473518.437500 Penalty: 4127.787109
	Iteration 22Q: 3 clusters Score -473518.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -473535.812500 Penalty: 4127.787109
	Iteration 23Q: 3 clusters Score -473535.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -473556.312500 Penalty: 4127.787109
	Iteration 24Q: 3 clusters Score -473556.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -473572.125000 Penalty: 4127.787109
	Iteration 25Q: 3 clusters Score -473572.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -473589.468750 Penalty: 4127.787109
	Iteration 26Q: 3 clusters Score -473589.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -473601.437500 Penalty: 4127.787109
	Iteration 27Q: 3 clusters Score -473601.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -473616.031250 Penalty: 4127.787109
	Iteration 28Q: 3 clusters Score -473616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -473639.968750 Penalty: 4127.787109
	Iteration 29Q: 3 clusters Score -473640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -473660.937500 Penalty: 4127.787109
	Iteration 30Q: 3 clusters Score -473660.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -473680.718750 Penalty: 4127.787109
	Iteration 31Q: 3 clusters Score -473680.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -473709.000000 Penalty: 4127.787109
	Iteration 32Q: 3 clusters Score -473709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -473731.093750 Penalty: 4127.787109
	Iteration 33Q: 3 clusters Score -473731.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -473751.968750 Penalty: 4127.787109
	Iteration 34Q: 3 clusters Score -473752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -473776.281250 Penalty: 4127.787109
	Iteration 35Q: 3 clusters Score -473776.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -473797.093750 Penalty: 4127.787109
	Iteration 36Q: 3 clusters Score -473797.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -473819.750000 Penalty: 4127.787109
	Iteration 37Q: 3 clusters Score -473819.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -473844.718750 Penalty: 4127.787109
	Iteration 38Q: 3 clusters Score -473844.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -473875.562500 Penalty: 4127.787109
	Iteration 39Q: 3 clusters Score -473875.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -473902.250000 Penalty: 4127.787109
	Iteration 40F: 3 clusters Score -473902.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -473923.812500 Penalty: 4127.787109
	Iteration 41Q: 3 clusters Score -473923.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -473946.687500 Penalty: 4127.787109
	Iteration 42Q: 3 clusters Score -473946.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -473962.500000 Penalty: 4127.787109
	Iteration 43Q: 3 clusters Score -473962.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -473971.500000 Penalty: 4127.787109
	Iteration 44Q: 3 clusters Score -473971.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -473979.687500 Penalty: 4127.787109
	Iteration 45Q: 3 clusters Score -473979.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -473984.875000 Penalty: 4127.787109
	Iteration 46Q: 3 clusters Score -473984.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -473988.781250 Penalty: 4127.787109
	Iteration 47Q: 3 clusters Score -473988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -473992.406250 Penalty: 4127.787109
	Iteration 48Q: 3 clusters Score -473992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -473995.781250 Penalty: 4127.787109
	Iteration 49Q: 3 clusters Score -473995.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -474000.125000 Penalty: 4127.787109
	Iteration 50Q: 3 clusters Score -474000.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -474004.187500 Penalty: 4127.787109
	Iteration 51Q: 3 clusters Score -474004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -474007.000000 Penalty: 4127.787109
	Iteration 52Q: 3 clusters Score -474007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -474011.343750 Penalty: 4127.787109
	Iteration 53Q: 3 clusters Score -474011.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -474015.500000 Penalty: 4127.787109
	Iteration 54Q: 3 clusters Score -474015.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -474018.843750 Penalty: 4127.787109
	Iteration 55Q: 3 clusters Score -474018.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -474021.062500 Penalty: 4127.787109
	Iteration 56Q: 3 clusters Score -474021.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -474024.468750 Penalty: 4127.787109
	Iteration 57Q: 3 clusters Score -474024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -474025.562500 Penalty: 4127.787109
	Iteration 58Q: 3 clusters Score -474025.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -474026.312500 Penalty: 4127.787109
	Iteration 59Q: 3 clusters Score -474026.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -474029.000000 Penalty: 4127.787109
	Iteration 60F: 3 clusters Score -474029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -474030.343750 Penalty: 4127.787109
	Iteration 61Q: 3 clusters Score -474030.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -474030.312500 Penalty: 4127.787109
	Iteration 62Q: 3 clusters Score -474030.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -474032.062500 Penalty: 4127.787109
	Iteration 63Q: 3 clusters Score -474032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -474034.343750 Penalty: 4127.787109
	Iteration 64Q: 3 clusters Score -474034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -474036.156250 Penalty: 4127.787109
	Iteration 65Q: 3 clusters Score -474036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -474036.281250 Penalty: 4127.787109
	Iteration 66Q: 3 clusters Score -474036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -474038.281250 Penalty: 4127.787109
	Iteration 67Q: 3 clusters Score -474038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -474037.312500 Penalty: 4127.787109
	Iteration 68Q: 3 clusters Score -474037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -474038.593750 Penalty: 4127.787109
	Iteration 69Q: 3 clusters Score -474038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -474038.812500 Penalty: 4127.787109
	Iteration 70Q: 3 clusters Score -474038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -474038.812500 Penalty: 4127.787109
	Iteration 71F: 3 clusters Score -474038.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (39354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Entering Unmasked Estep 
Score: -4724364.000000 Penalty: 2623.927490
	Iteration 0F: 2 clusters Score -4724364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -4697559.500000 Penalty: 5247.854980
	Iteration 0F: 3 clusters Score -4697560 nChanged 18021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4707560.000000 Penalty: 5247.854980
	Iteration 1F: 3 clusters Score -4707560 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -4708109.500000 Penalty: 5247.854980
	Iteration 2Q: 3 clusters Score -4708110 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -4708604.500000 Penalty: 5247.854980
	Iteration 3Q: 3 clusters Score -4708604 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4709189.000000 Penalty: 5247.854980
	Iteration 4Q: 3 clusters Score -4709189 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4709864.500000 Penalty: 5247.854980
	Iteration 5Q: 3 clusters Score -4709864 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -4710845.000000 Penalty: 5247.854980
	Iteration 6Q: 3 clusters Score -4710845 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -4712260.000000 Penalty: 5247.854980
	Iteration 7F: 3 clusters Score -4712260 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -4714279.500000 Penalty: 5247.854980
	Iteration 8F: 3 clusters Score -4714280 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -4716692.500000 Penalty: 5247.854980
	Iteration 9F: 3 clusters Score -4716692 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4719065.500000 Penalty: 5247.854980
	Iteration 10F: 3 clusters Score -4719066 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4720685.000000 Penalty: 5247.854980
	Iteration 11Q: 3 clusters Score -4720685 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4721441.500000 Penalty: 5247.854980
	Iteration 12Q: 3 clusters Score -4721442 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4721761.000000 Penalty: 5247.854980
	Iteration 13Q: 3 clusters Score -4721761 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4721866.500000 Penalty: 5247.854980
	Iteration 14Q: 3 clusters Score -4721866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4721928.500000 Penalty: 5247.854980
	Iteration 15Q: 3 clusters Score -4721928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4721956.500000 Penalty: 5247.854980
	Iteration 16Q: 3 clusters Score -4721956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4721988.500000 Penalty: 5247.854980
	Iteration 17Q: 3 clusters Score -4721988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4722001.000000 Penalty: 5247.854980
	Iteration 18Q: 3 clusters Score -4722001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4722009.000000 Penalty: 5247.854980
	Iteration 19Q: 3 clusters Score -4722009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4722017.500000 Penalty: 5247.854980
	Iteration 20F: 3 clusters Score -4722018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4722029.500000 Penalty: 5247.854980
	Iteration 21Q: 3 clusters Score -4722030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4722033.000000 Penalty: 5247.854980
	Iteration 22Q: 3 clusters Score -4722033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4722032.500000 Penalty: 5247.854980
	Iteration 23Q: 3 clusters Score -4722032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4722030.500000 Penalty: 5247.854980
	Iteration 24Q: 3 clusters Score -4722030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4722030.500000 Penalty: 5247.854980
	Iteration 25F: 3 clusters Score -4722030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Entering Unmasked Estep 
Score: -4726009.000000 Penalty: 2626.416748
	Iteration 0F: 2 clusters Score -4726009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4699070.500000 Penalty: 5252.833496
	Iteration 0F: 3 clusters Score -4699070 nChanged 18195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -4709020.500000 Penalty: 5252.833496
	Iteration 1F: 3 clusters Score -4709020 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -4709535.500000 Penalty: 5252.833496
	Iteration 2Q: 3 clusters Score -4709536 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -4710140.000000 Penalty: 5252.833496
	Iteration 3Q: 3 clusters Score -4710140 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -4710871.000000 Penalty: 5252.833496
	Iteration 4Q: 3 clusters Score -4710871 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -4711735.500000 Penalty: 5252.833496
	Iteration 5Q: 3 clusters Score -4711736 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -4712711.000000 Penalty: 5252.833496
	Iteration 6Q: 3 clusters Score -4712711 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -4713730.000000 Penalty: 5252.833496
	Iteration 7Q: 3 clusters Score -4713730 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -4714855.000000 Penalty: 5252.833496
	Iteration 8Q: 3 clusters Score -4714855 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -4716011.000000 Penalty: 5252.833496
	Iteration 9Q: 3 clusters Score -4716011 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -4717164.000000 Penalty: 5252.833496
	Iteration 10Q: 3 clusters Score -4717164 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -4718205.000000 Penalty: 5252.833496
	Iteration 11Q: 3 clusters Score -4718205 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4719105.000000 Penalty: 5252.833496
	Iteration 12Q: 3 clusters Score -4719105 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -4719917.000000 Penalty: 5252.833496
	Iteration 13Q: 3 clusters Score -4719917 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -4720584.000000 Penalty: 5252.833496
	Iteration 14Q: 3 clusters Score -4720584 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -4721135.500000 Penalty: 5252.833496
	Iteration 15Q: 3 clusters Score -4721136 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4721627.000000 Penalty: 5252.833496
	Iteration 16Q: 3 clusters Score -4721627 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -4722044.500000 Penalty: 5252.833496
	Iteration 17Q: 3 clusters Score -4722044 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -4722377.000000 Penalty: 5252.833496
	Iteration 18Q: 3 clusters Score -4722377 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -4722675.000000 Penalty: 5252.833496
	Iteration 19Q: 3 clusters Score -4722675 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -4722906.000000 Penalty: 5252.833496
	Iteration 20F: 3 clusters Score -4722906 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -4723094.500000 Penalty: 5252.833496
	Iteration 21Q: 3 clusters Score -4723094 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -4723259.500000 Penalty: 5252.833496
	Iteration 22Q: 3 clusters Score -4723260 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -4723374.500000 Penalty: 5252.833496
	Iteration 23Q: 3 clusters Score -4723374 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4723454.000000 Penalty: 5252.833496
	Iteration 24Q: 3 clusters Score -4723454 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -4723515.500000 Penalty: 5252.833496
	Iteration 25Q: 3 clusters Score -4723516 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -4723580.500000 Penalty: 5252.833496
	Iteration 26Q: 3 clusters Score -4723580 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -4723633.000000 Penalty: 5252.833496
	Iteration 27Q: 3 clusters Score -4723633 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -4723669.000000 Penalty: 5252.833496
	Iteration 28Q: 3 clusters Score -4723669 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -4723692.500000 Penalty: 5252.833496
	Iteration 29Q: 3 clusters Score -4723692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -4723714.500000 Penalty: 5252.833496
	Iteration 30Q: 3 clusters Score -4723714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -4723739.000000 Penalty: 5252.833496
	Iteration 31Q: 3 clusters Score -4723739 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -4723760.000000 Penalty: 5252.833496
	Iteration 32Q: 3 clusters Score -4723760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -4723777.500000 Penalty: 5252.833496
	Iteration 33Q: 3 clusters Score -4723778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -4723788.000000 Penalty: 5252.833496
	Iteration 34Q: 3 clusters Score -4723788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -4723802.000000 Penalty: 5252.833496
	Iteration 35Q: 3 clusters Score -4723802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -4723814.000000 Penalty: 5252.833496
	Iteration 36Q: 3 clusters Score -4723814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -4723820.000000 Penalty: 5252.833496
	Iteration 37Q: 3 clusters Score -4723820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -4723824.000000 Penalty: 5252.833496
	Iteration 38Q: 3 clusters Score -4723824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -4723834.000000 Penalty: 5252.833496
	Iteration 39Q: 3 clusters Score -4723834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -4723833.000000 Penalty: 5252.833496
	Iteration 40F: 3 clusters Score -4723833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -4723840.000000 Penalty: 5252.833496
	Iteration 41Q: 3 clusters Score -4723840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -4723838.000000 Penalty: 5252.833496
	Iteration 42Q: 3 clusters Score -4723838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -4723841.000000 Penalty: 5252.833496
	Iteration 43Q: 3 clusters Score -4723841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -4723844.500000 Penalty: 5252.833496
	Iteration 44Q: 3 clusters Score -4723844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -4723844.500000 Penalty: 5252.833496
	Iteration 45Q: 3 clusters Score -4723844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -4723846.500000 Penalty: 5252.833496
	Iteration 46Q: 3 clusters Score -4723846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -4723853.000000 Penalty: 5252.833496
	Iteration 47Q: 3 clusters Score -4723853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -4723848.000000 Penalty: 5252.833496
	Iteration 48Q: 3 clusters Score -4723848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -4723849.500000 Penalty: 5252.833496
	Iteration 49Q: 3 clusters Score -4723850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -4723846.000000 Penalty: 5252.833496
	Iteration 50Q: 3 clusters Score -4723846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -4723850.500000 Penalty: 5252.833496
	Iteration 51Q: 3 clusters Score -4723850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -4723851.000000 Penalty: 5252.833496
	Iteration 52Q: 3 clusters Score -4723851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -4723851.500000 Penalty: 5252.833496
	Iteration 53Q: 3 clusters Score -4723852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -4723852.000000 Penalty: 5252.833496
	Iteration 54Q: 3 clusters Score -4723852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -4723846.500000 Penalty: 5252.833496
	Iteration 55Q: 3 clusters Score -4723846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -4723845.500000 Penalty: 5252.833496
	Iteration 56Q: 3 clusters Score -4723846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -4723848.500000 Penalty: 5252.833496
	Iteration 57Q: 3 clusters Score -4723848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -4723847.500000 Penalty: 5252.833496
	Iteration 58Q: 3 clusters Score -4723848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -4723848.000000 Penalty: 5252.833496
	Iteration 59Q: 3 clusters Score -4723848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -4723851.000000 Penalty: 5252.833496
	Iteration 60F: 3 clusters Score -4723851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -4723854.500000 Penalty: 5252.833496
	Iteration 61Q: 3 clusters Score -4723854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -4723857.500000 Penalty: 5252.833496
	Iteration 62Q: 3 clusters Score -4723858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -4723858.500000 Penalty: 5252.833496
	Iteration 63Q: 3 clusters Score -4723858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -4723861.000000 Penalty: 5252.833496
	Iteration 64Q: 3 clusters Score -4723861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -4723863.000000 Penalty: 5252.833496
	Iteration 65Q: 3 clusters Score -4723863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4723868.500000 Penalty: 5252.833496
	Iteration 66Q: 3 clusters Score -4723868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -4723863.500000 Penalty: 5252.833496
	Iteration 67Q: 3 clusters Score -4723864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -4723866.000000 Penalty: 5252.833496
	Iteration 68Q: 3 clusters Score -4723866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -4723865.000000 Penalty: 5252.833496
	Iteration 69Q: 3 clusters Score -4723865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -4723865.000000 Penalty: 5252.833496
	Iteration 70F: 3 clusters Score -4723865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Entering Unmasked Estep 
Score: -679009.937500 Penalty: 2141.518066
	Iteration 0F: 2 clusters Score -679009.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -674131.500000 Penalty: 4283.036133
	Iteration 0F: 3 clusters Score -674131.5 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -675308.937500 Penalty: 4283.036133
	Iteration 1F: 3 clusters Score -675308.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -675540.500000 Penalty: 4283.036133
	Iteration 2F: 3 clusters Score -675540.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -675690.250000 Penalty: 4283.036133
	Iteration 3Q: 3 clusters Score -675690.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -675789.750000 Penalty: 4283.036133
	Iteration 4Q: 3 clusters Score -675789.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -675880.500000 Penalty: 4283.036133
	Iteration 5Q: 3 clusters Score -675880.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -675982.000000 Penalty: 4283.036133
	Iteration 6Q: 3 clusters Score -675982 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -676074.187500 Penalty: 4283.036133
	Iteration 7Q: 3 clusters Score -676074.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -676153.187500 Penalty: 4283.036133
	Iteration 8Q: 3 clusters Score -676153.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -676242.687500 Penalty: 4283.036133
	Iteration 9Q: 3 clusters Score -676242.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -676347.562500 Penalty: 4283.036133
	Iteration 10Q: 3 clusters Score -676347.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -676456.812500 Penalty: 4283.036133
	Iteration 11Q: 3 clusters Score -676456.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -676561.375000 Penalty: 4283.036133
	Iteration 12Q: 3 clusters Score -676561.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -676668.812500 Penalty: 4283.036133
	Iteration 13Q: 3 clusters Score -676668.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -676778.125000 Penalty: 4283.036133
	Iteration 14Q: 3 clusters Score -676778.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -676882.875000 Penalty: 4283.036133
	Iteration 15Q: 3 clusters Score -676882.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -676983.562500 Penalty: 4283.036133
	Iteration 16Q: 3 clusters Score -676983.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -677063.500000 Penalty: 4283.036133
	Iteration 17Q: 3 clusters Score -677063.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -677129.125000 Penalty: 4283.036133
	Iteration 18Q: 3 clusters Score -677129.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -677184.062500 Penalty: 4283.036133
	Iteration 19Q: 3 clusters Score -677184.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -677223.875000 Penalty: 4283.036133
	Iteration 20F: 3 clusters Score -677223.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -677263.187500 Penalty: 4283.036133
	Iteration 21Q: 3 clusters Score -677263.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -677285.187500 Penalty: 4283.036133
	Iteration 22Q: 3 clusters Score -677285.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -677301.062500 Penalty: 4283.036133
	Iteration 23Q: 3 clusters Score -677301.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -677313.625000 Penalty: 4283.036133
	Iteration 24Q: 3 clusters Score -677313.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -677324.500000 Penalty: 4283.036133
	Iteration 25Q: 3 clusters Score -677324.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -677335.562500 Penalty: 4283.036133
	Iteration 26Q: 3 clusters Score -677335.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -677344.562500 Penalty: 4283.036133
	Iteration 27Q: 3 clusters Score -677344.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -677353.812500 Penalty: 4283.036133
	Iteration 28Q: 3 clusters Score -677353.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -677363.625000 Penalty: 4283.036133
	Iteration 29Q: 3 clusters Score -677363.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -677372.125000 Penalty: 4283.036133
	Iteration 30Q: 3 clusters Score -677372.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -677376.375000 Penalty: 4283.036133
	Iteration 31Q: 3 clusters Score -677376.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -677379.500000 Penalty: 4283.036133
	Iteration 32Q: 3 clusters Score -677379.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -677385.562500 Penalty: 4283.036133
	Iteration 33Q: 3 clusters Score -677385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -677385.875000 Penalty: 4283.036133
	Iteration 34Q: 3 clusters Score -677385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -677385.250000 Penalty: 4283.036133
	Iteration 35Q: 3 clusters Score -677385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -677387.875000 Penalty: 4283.036133
	Iteration 36Q: 3 clusters Score -677387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -677387.375000 Penalty: 4283.036133
	Iteration 37Q: 3 clusters Score -677387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -677389.187500 Penalty: 4283.036133
	Iteration 38Q: 3 clusters Score -677389.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -677391.250000 Penalty: 4283.036133
	Iteration 39Q: 3 clusters Score -677391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -677392.875000 Penalty: 4283.036133
	Iteration 40F: 3 clusters Score -677392.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -677397.000000 Penalty: 4283.036133
	Iteration 41Q: 3 clusters Score -677397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -677402.937500 Penalty: 4283.036133
	Iteration 42Q: 3 clusters Score -677402.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -677408.125000 Penalty: 4283.036133
	Iteration 43Q: 3 clusters Score -677408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -677409.875000 Penalty: 4283.036133
	Iteration 44Q: 3 clusters Score -677409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -677413.437500 Penalty: 4283.036133
	Iteration 45Q: 3 clusters Score -677413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -677416.000000 Penalty: 4283.036133
	Iteration 46Q: 3 clusters Score -677416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -677419.500000 Penalty: 4283.036133
	Iteration 47Q: 3 clusters Score -677419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -677421.062500 Penalty: 4283.036133
	Iteration 48Q: 3 clusters Score -677421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -677420.625000 Penalty: 4283.036133
	Iteration 49Q: 3 clusters Score -677420.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -677420.625000 Penalty: 4283.036133
	Iteration 50F: 3 clusters Score -677420.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Entering Unmasked Estep 
Score: -1027209.312500 Penalty: 2251.332031
	Iteration 0F: 2 clusters Score -1027209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1020344.937500 Penalty: 4502.664062
	Iteration 0F: 3 clusters Score -1020345 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1022222.562500 Penalty: 4502.664062
	Iteration 1F: 3 clusters Score -1022223 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1022447.187500 Penalty: 4502.664062
	Iteration 2F: 3 clusters Score -1022447 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1022605.062500 Penalty: 4502.664062
	Iteration 3Q: 3 clusters Score -1022605 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1022728.812500 Penalty: 4502.664062
	Iteration 4Q: 3 clusters Score -1022729 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1022858.937500 Penalty: 4502.664062
	Iteration 5Q: 3 clusters Score -1022859 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1022987.687500 Penalty: 4502.664062
	Iteration 6Q: 3 clusters Score -1022988 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1023143.500000 Penalty: 4502.664062
	Iteration 7Q: 3 clusters Score -1023144 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1023294.750000 Penalty: 4502.664062
	Iteration 8Q: 3 clusters Score -1023295 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1023472.875000 Penalty: 4502.664062
	Iteration 9Q: 3 clusters Score -1023473 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1023674.812500 Penalty: 4502.664062
	Iteration 10Q: 3 clusters Score -1023675 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1023923.187500 Penalty: 4502.664062
	Iteration 11Q: 3 clusters Score -1023923 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1024212.437500 Penalty: 4502.664062
	Iteration 12Q: 3 clusters Score -1024212 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1024480.500000 Penalty: 4502.664062
	Iteration 13Q: 3 clusters Score -1024480 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1024706.687500 Penalty: 4502.664062
	Iteration 14Q: 3 clusters Score -1024707 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1024872.562500 Penalty: 4502.664062
	Iteration 15Q: 3 clusters Score -1024873 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1024985.437500 Penalty: 4502.664062
	Iteration 16Q: 3 clusters Score -1024985 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1025081.000000 Penalty: 4502.664062
	Iteration 17Q: 3 clusters Score -1025081 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1025170.125000 Penalty: 4502.664062
	Iteration 18Q: 3 clusters Score -1025170 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1025227.625000 Penalty: 4502.664062
	Iteration 19Q: 3 clusters Score -1025228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1025269.875000 Penalty: 4502.664062
	Iteration 20F: 3 clusters Score -1025270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1025292.250000 Penalty: 4502.664062
	Iteration 21Q: 3 clusters Score -1025292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1025303.187500 Penalty: 4502.664062
	Iteration 22Q: 3 clusters Score -1025303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1025308.000000 Penalty: 4502.664062
	Iteration 23Q: 3 clusters Score -1025308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1025316.375000 Penalty: 4502.664062
	Iteration 24Q: 3 clusters Score -1025316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1025325.000000 Penalty: 4502.664062
	Iteration 25Q: 3 clusters Score -1025325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1025334.375000 Penalty: 4502.664062
	Iteration 26Q: 3 clusters Score -1025334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1025339.187500 Penalty: 4502.664062
	Iteration 27Q: 3 clusters Score -1025339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1025346.812500 Penalty: 4502.664062
	Iteration 28Q: 3 clusters Score -1025347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1025355.562500 Penalty: 4502.664062
	Iteration 29Q: 3 clusters Score -1025356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1025360.500000 Penalty: 4502.664062
	Iteration 30Q: 3 clusters Score -1025360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1025361.937500 Penalty: 4502.664062
	Iteration 31Q: 3 clusters Score -1025362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1025362.125000 Penalty: 4502.664062
	Iteration 32Q: 3 clusters Score -1025362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1025362.250000 Penalty: 4502.664062
	Iteration 33Q: 3 clusters Score -1025362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1025362.250000 Penalty: 4502.664062
	Iteration 34F: 3 clusters Score -1025362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Entering Unmasked Estep 
Score: -2413291.250000 Penalty: 2461.874023
	Iteration 0F: 2 clusters Score -2413291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2398913.500000 Penalty: 4923.748047
	Iteration 0F: 3 clusters Score -2398914 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2403808.750000 Penalty: 4923.748047
	Iteration 1F: 3 clusters Score -2403809 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2404292.250000 Penalty: 4923.748047
	Iteration 2F: 3 clusters Score -2404292 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2404708.750000 Penalty: 4923.748047
	Iteration 3F: 3 clusters Score -2404709 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2405127.250000 Penalty: 4923.748047
	Iteration 4Q: 3 clusters Score -2405127 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2405536.000000 Penalty: 4923.748047
	Iteration 5Q: 3 clusters Score -2405536 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2405998.750000 Penalty: 4923.748047
	Iteration 6Q: 3 clusters Score -2405999 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2406506.750000 Penalty: 4923.748047
	Iteration 7Q: 3 clusters Score -2406507 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2407048.000000 Penalty: 4923.748047
	Iteration 8Q: 3 clusters Score -2407048 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2407621.750000 Penalty: 4923.748047
	Iteration 9Q: 3 clusters Score -2407622 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2408139.750000 Penalty: 4923.748047
	Iteration 10Q: 3 clusters Score -2408140 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2408578.250000 Penalty: 4923.748047
	Iteration 11Q: 3 clusters Score -2408578 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2408923.500000 Penalty: 4923.748047
	Iteration 12Q: 3 clusters Score -2408924 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2409183.500000 Penalty: 4923.748047
	Iteration 13Q: 3 clusters Score -2409184 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2409384.500000 Penalty: 4923.748047
	Iteration 14Q: 3 clusters Score -2409384 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2409535.750000 Penalty: 4923.748047
	Iteration 15Q: 3 clusters Score -2409536 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2409676.250000 Penalty: 4923.748047
	Iteration 16Q: 3 clusters Score -2409676 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2409782.250000 Penalty: 4923.748047
	Iteration 17Q: 3 clusters Score -2409782 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2409900.750000 Penalty: 4923.748047
	Iteration 18Q: 3 clusters Score -2409901 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2409997.500000 Penalty: 4923.748047
	Iteration 19Q: 3 clusters Score -2409998 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2410097.000000 Penalty: 4923.748047
	Iteration 20F: 3 clusters Score -2410097 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2410187.000000 Penalty: 4923.748047
	Iteration 21Q: 3 clusters Score -2410187 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2410277.500000 Penalty: 4923.748047
	Iteration 22Q: 3 clusters Score -2410278 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2410320.500000 Penalty: 4923.748047
	Iteration 23Q: 3 clusters Score -2410320 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2410372.750000 Penalty: 4923.748047
	Iteration 24Q: 3 clusters Score -2410373 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2410415.000000 Penalty: 4923.748047
	Iteration 25Q: 3 clusters Score -2410415 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2410467.000000 Penalty: 4923.748047
	Iteration 26Q: 3 clusters Score -2410467 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2410493.000000 Penalty: 4923.748047
	Iteration 27Q: 3 clusters Score -2410493 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2410510.750000 Penalty: 4923.748047
	Iteration 28Q: 3 clusters Score -2410511 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2410548.000000 Penalty: 4923.748047
	Iteration 29Q: 3 clusters Score -2410548 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2410564.500000 Penalty: 4923.748047
	Iteration 30Q: 3 clusters Score -2410564 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2410589.750000 Penalty: 4923.748047
	Iteration 31Q: 3 clusters Score -2410590 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2410608.500000 Penalty: 4923.748047
	Iteration 32Q: 3 clusters Score -2410608 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2410637.750000 Penalty: 4923.748047
	Iteration 33Q: 3 clusters Score -2410638 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2410674.000000 Penalty: 4923.748047
	Iteration 34Q: 3 clusters Score -2410674 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2410701.000000 Penalty: 4923.748047
	Iteration 35Q: 3 clusters Score -2410701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2410707.500000 Penalty: 4923.748047
	Iteration 36Q: 3 clusters Score -2410708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2410732.750000 Penalty: 4923.748047
	Iteration 37Q: 3 clusters Score -2410733 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2410749.250000 Penalty: 4923.748047
	Iteration 38Q: 3 clusters Score -2410749 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2410760.250000 Penalty: 4923.748047
	Iteration 39Q: 3 clusters Score -2410760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2410765.000000 Penalty: 4923.748047
	Iteration 40F: 3 clusters Score -2410765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2410770.750000 Penalty: 4923.748047
	Iteration 41Q: 3 clusters Score -2410771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2410780.000000 Penalty: 4923.748047
	Iteration 42Q: 3 clusters Score -2410780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2410781.500000 Penalty: 4923.748047
	Iteration 43Q: 3 clusters Score -2410782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2410789.500000 Penalty: 4923.748047
	Iteration 44Q: 3 clusters Score -2410790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2410791.750000 Penalty: 4923.748047
	Iteration 45Q: 3 clusters Score -2410792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2410791.500000 Penalty: 4923.748047
	Iteration 46Q: 3 clusters Score -2410792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2410796.250000 Penalty: 4923.748047
	Iteration 47Q: 3 clusters Score -2410796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2410804.000000 Penalty: 4923.748047
	Iteration 48Q: 3 clusters Score -2410804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2410812.000000 Penalty: 4923.748047
	Iteration 49Q: 3 clusters Score -2410812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2410813.000000 Penalty: 4923.748047
	Iteration 50Q: 3 clusters Score -2410813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2410812.500000 Penalty: 4923.748047
	Iteration 51Q: 3 clusters Score -2410812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2410816.500000 Penalty: 4923.748047
	Iteration 52Q: 3 clusters Score -2410816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2410824.000000 Penalty: 4923.748047
	Iteration 53Q: 3 clusters Score -2410824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2410825.750000 Penalty: 4923.748047
	Iteration 54Q: 3 clusters Score -2410826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2410829.000000 Penalty: 4923.748047
	Iteration 55Q: 3 clusters Score -2410829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2410834.000000 Penalty: 4923.748047
	Iteration 56Q: 3 clusters Score -2410834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2410834.000000 Penalty: 4923.748047
	Iteration 57Q: 3 clusters Score -2410834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2410840.000000 Penalty: 4923.748047
	Iteration 58Q: 3 clusters Score -2410840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2410844.000000 Penalty: 4923.748047
	Iteration 59Q: 3 clusters Score -2410844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2410849.750000 Penalty: 4923.748047
	Iteration 60F: 3 clusters Score -2410850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2410853.250000 Penalty: 4923.748047
	Iteration 61Q: 3 clusters Score -2410853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2410855.250000 Penalty: 4923.748047
	Iteration 62Q: 3 clusters Score -2410855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2410862.500000 Penalty: 4923.748047
	Iteration 63Q: 3 clusters Score -2410862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2410868.500000 Penalty: 4923.748047
	Iteration 64Q: 3 clusters Score -2410868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2410865.000000 Penalty: 4923.748047
	Iteration 65Q: 3 clusters Score -2410865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2410873.500000 Penalty: 4923.748047
	Iteration 66Q: 3 clusters Score -2410874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2410880.000000 Penalty: 4923.748047
	Iteration 67Q: 3 clusters Score -2410880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2410880.750000 Penalty: 4923.748047
	Iteration 68Q: 3 clusters Score -2410881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2410885.000000 Penalty: 4923.748047
	Iteration 69Q: 3 clusters Score -2410885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2410886.750000 Penalty: 4923.748047
	Iteration 70Q: 3 clusters Score -2410887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2410889.500000 Penalty: 4923.748047
	Iteration 71Q: 3 clusters Score -2410890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2410893.000000 Penalty: 4923.748047
	Iteration 72Q: 3 clusters Score -2410893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2410897.250000 Penalty: 4923.748047
	Iteration 73Q: 3 clusters Score -2410897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2410891.000000 Penalty: 4923.748047
	Iteration 74Q: 3 clusters Score -2410891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2410892.500000 Penalty: 4923.748047
	Iteration 75Q: 3 clusters Score -2410892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2410897.000000 Penalty: 4923.748047
	Iteration 76Q: 3 clusters Score -2410897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2410897.000000 Penalty: 4923.748047
	Iteration 77F: 3 clusters Score -2410897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173836 members 
Mstep: Class 2 contains 90686 members 
Mstep: Class 3 contains 34672 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 173581 members 
Mstep: Class 6 contains 24667 members 
Mstep: Class 7 contains 11484 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15137 members 
Mstep: Class 13 contains 110615 members 
Mstep: Class 14 contains 150181 members 
Mstep: Class 15 contains 163767 members 
Mstep: Class 16 contains 65047 members 
Mstep: Class 17 contains 94560 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7548 members 
Mstep: Class 22 contains 27478 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 16057 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39354 members 
Mstep: Class 28 contains 39751 members 
Mstep: Class 29 contains 5626 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060688.000000 Penalty: 108497.656250
Iteration 199Q: 32 clusters Score -1.560607e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173837 members 
Mstep: Class 2 contains 90688 members 
Mstep: Class 3 contains 34672 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 173580 members 
Mstep: Class 6 contains 24667 members 
Mstep: Class 7 contains 11483 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110620 members 
Mstep: Class 14 contains 150184 members 
Mstep: Class 15 contains 163757 members 
Mstep: Class 16 contains 65041 members 
Mstep: Class 17 contains 94561 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7548 members 
Mstep: Class 22 contains 27480 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 16057 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39356 members 
Mstep: Class 28 contains 39749 members 
Mstep: Class 29 contains 5626 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060768.000000 Penalty: 108497.656250
Iteration 200F: 32 clusters Score -1.560608e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173836 members 
Mstep: Class 2 contains 90694 members 
Mstep: Class 3 contains 34673 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 173583 members 
Mstep: Class 6 contains 24666 members 
Mstep: Class 7 contains 11482 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110618 members 
Mstep: Class 14 contains 150186 members 
Mstep: Class 15 contains 163753 members 
Mstep: Class 16 contains 65036 members 
Mstep: Class 17 contains 94561 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7548 members 
Mstep: Class 22 contains 27480 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 16057 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39358 members 
Mstep: Class 28 contains 39748 members 
Mstep: Class 29 contains 5626 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060704.000000 Penalty: 108497.656250
Iteration 201Q: 32 clusters Score -1.560607e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173834 members 
Mstep: Class 2 contains 90698 members 
Mstep: Class 3 contains 34673 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 173583 members 
Mstep: Class 6 contains 24666 members 
Mstep: Class 7 contains 11482 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110615 members 
Mstep: Class 14 contains 150189 members 
Mstep: Class 15 contains 163755 members 
Mstep: Class 16 contains 65031 members 
Mstep: Class 17 contains 94561 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7547 members 
Mstep: Class 22 contains 27481 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39359 members 
Mstep: Class 28 contains 39745 members 
Mstep: Class 29 contains 5627 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060672.000000 Penalty: 108497.656250
Iteration 202Q: 32 clusters Score -1.560607e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173829 members 
Mstep: Class 2 contains 90699 members 
Mstep: Class 3 contains 34673 members 
Mstep: Class 4 contains 5733 members 
Mstep: Class 5 contains 173581 members 
Mstep: Class 6 contains 24665 members 
Mstep: Class 7 contains 11482 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110616 members 
Mstep: Class 14 contains 150192 members 
Mstep: Class 15 contains 163756 members 
Mstep: Class 16 contains 65029 members 
Mstep: Class 17 contains 94560 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27482 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39361 members 
Mstep: Class 28 contains 39743 members 
Mstep: Class 29 contains 5629 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060608.000000 Penalty: 108497.656250
Iteration 203Q: 32 clusters Score -1.560606e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173830 members 
Mstep: Class 2 contains 90701 members 
Mstep: Class 3 contains 34673 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173576 members 
Mstep: Class 6 contains 24664 members 
Mstep: Class 7 contains 11482 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110617 members 
Mstep: Class 14 contains 150191 members 
Mstep: Class 15 contains 163757 members 
Mstep: Class 16 contains 65026 members 
Mstep: Class 17 contains 94560 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27484 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 16057 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39364 members 
Mstep: Class 28 contains 39741 members 
Mstep: Class 29 contains 5629 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060720.000000 Penalty: 108497.656250
Iteration 204Q: 32 clusters Score -1.560607e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173829 members 
Mstep: Class 2 contains 90702 members 
Mstep: Class 3 contains 34673 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173572 members 
Mstep: Class 6 contains 24660 members 
Mstep: Class 7 contains 11482 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110619 members 
Mstep: Class 14 contains 150194 members 
Mstep: Class 15 contains 163757 members 
Mstep: Class 16 contains 65023 members 
Mstep: Class 17 contains 94561 members 
Mstep: Class 18 contains 19867 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 16057 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39741 members 
Mstep: Class 29 contains 5629 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060656.000000 Penalty: 108497.656250
Iteration 205Q: 32 clusters Score -1.560607e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173829 members 
Mstep: Class 2 contains 90703 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173569 members 
Mstep: Class 6 contains 24660 members 
Mstep: Class 7 contains 11481 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110618 members 
Mstep: Class 14 contains 150196 members 
Mstep: Class 15 contains 163760 members 
Mstep: Class 16 contains 65022 members 
Mstep: Class 17 contains 94560 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27486 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39740 members 
Mstep: Class 29 contains 5629 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060688.000000 Penalty: 108497.656250
Iteration 206Q: 32 clusters Score -1.560607e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173828 members 
Mstep: Class 2 contains 90706 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173571 members 
Mstep: Class 6 contains 24658 members 
Mstep: Class 7 contains 11481 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110616 members 
Mstep: Class 14 contains 150199 members 
Mstep: Class 15 contains 163762 members 
Mstep: Class 16 contains 65019 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7547 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39739 members 
Mstep: Class 29 contains 5629 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060656.000000 Penalty: 108497.656250
Iteration 207Q: 32 clusters Score -1.560607e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173827 members 
Mstep: Class 2 contains 90707 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173568 members 
Mstep: Class 6 contains 24658 members 
Mstep: Class 7 contains 11481 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110617 members 
Mstep: Class 14 contains 150201 members 
Mstep: Class 15 contains 163762 members 
Mstep: Class 16 contains 65017 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39368 members 
Mstep: Class 28 contains 39740 members 
Mstep: Class 29 contains 5630 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060672.000000 Penalty: 108497.656250
Iteration 208Q: 32 clusters Score -1.560607e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173827 members 
Mstep: Class 2 contains 90707 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173568 members 
Mstep: Class 6 contains 24657 members 
Mstep: Class 7 contains 11481 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110619 members 
Mstep: Class 14 contains 150202 members 
Mstep: Class 15 contains 163761 members 
Mstep: Class 16 contains 65015 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12477 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39368 members 
Mstep: Class 28 contains 39740 members 
Mstep: Class 29 contains 5631 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060720.000000 Penalty: 108497.656250
Iteration 209Q: 32 clusters Score -1.560607e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173827 members 
Mstep: Class 2 contains 90705 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173567 members 
Mstep: Class 6 contains 24657 members 
Mstep: Class 7 contains 11481 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110620 members 
Mstep: Class 14 contains 150203 members 
Mstep: Class 15 contains 163760 members 
Mstep: Class 16 contains 65014 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12478 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39368 members 
Mstep: Class 28 contains 39740 members 
Mstep: Class 29 contains 5633 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060704.000000 Penalty: 108497.656250
Iteration 210Q: 32 clusters Score -1.560607e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173826 members 
Mstep: Class 2 contains 90701 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173567 members 
Mstep: Class 6 contains 24656 members 
Mstep: Class 7 contains 11481 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110622 members 
Mstep: Class 14 contains 150204 members 
Mstep: Class 15 contains 163758 members 
Mstep: Class 16 contains 65013 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39368 members 
Mstep: Class 28 contains 39740 members 
Mstep: Class 29 contains 5638 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060784.000000 Penalty: 108497.656250
Iteration 211Q: 32 clusters Score -1.560608e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173826 members 
Mstep: Class 2 contains 90698 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173568 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 11481 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110625 members 
Mstep: Class 14 contains 150204 members 
Mstep: Class 15 contains 163755 members 
Mstep: Class 16 contains 65013 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39368 members 
Mstep: Class 28 contains 39740 members 
Mstep: Class 29 contains 5642 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060752.000000 Penalty: 108497.656250
Iteration 212Q: 32 clusters Score -1.560608e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173826 members 
Mstep: Class 2 contains 90696 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173566 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 11481 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110627 members 
Mstep: Class 14 contains 150204 members 
Mstep: Class 15 contains 163754 members 
Mstep: Class 16 contains 65013 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39368 members 
Mstep: Class 28 contains 39740 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060768.000000 Penalty: 108497.656250
Iteration 213Q: 32 clusters Score -1.560608e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173826 members 
Mstep: Class 2 contains 90698 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173564 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 11481 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110627 members 
Mstep: Class 14 contains 150203 members 
Mstep: Class 15 contains 163754 members 
Mstep: Class 16 contains 65013 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39740 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060704.000000 Penalty: 108497.656250
Iteration 214Q: 32 clusters Score -1.560607e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173825 members 
Mstep: Class 2 contains 90696 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173565 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 11480 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110627 members 
Mstep: Class 14 contains 150204 members 
Mstep: Class 15 contains 163753 members 
Mstep: Class 16 contains 65013 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16059 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39740 members 
Mstep: Class 29 contains 5649 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060752.000000 Penalty: 108497.656250
Iteration 215Q: 32 clusters Score -1.560608e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173825 members 
Mstep: Class 2 contains 90695 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173565 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 11479 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110628 members 
Mstep: Class 14 contains 150205 members 
Mstep: Class 15 contains 163752 members 
Mstep: Class 16 contains 65013 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27484 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16059 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39740 members 
Mstep: Class 29 contains 5651 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060784.000000 Penalty: 108497.656250
Iteration 216Q: 32 clusters Score -1.560608e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173825 members 
Mstep: Class 2 contains 90693 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173565 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110629 members 
Mstep: Class 14 contains 150205 members 
Mstep: Class 15 contains 163752 members 
Mstep: Class 16 contains 65012 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27484 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16059 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39740 members 
Mstep: Class 29 contains 5654 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060816.000000 Penalty: 108497.656250
Iteration 217Q: 32 clusters Score -1.560608e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173824 members 
Mstep: Class 2 contains 90691 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173559 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 11479 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110631 members 
Mstep: Class 14 contains 150206 members 
Mstep: Class 15 contains 163756 members 
Mstep: Class 16 contains 65012 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27484 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16059 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39740 members 
Mstep: Class 29 contains 5656 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060880.000000 Penalty: 108497.656250
Iteration 218Q: 32 clusters Score -1.560609e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173824 members 
Mstep: Class 2 contains 90692 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173558 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110634 members 
Mstep: Class 14 contains 150206 members 
Mstep: Class 15 contains 163755 members 
Mstep: Class 16 contains 65011 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27484 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16059 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39740 members 
Mstep: Class 29 contains 5656 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060832.000000 Penalty: 108497.656250
Iteration 219Q: 32 clusters Score -1.560608e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173824 members 
Mstep: Class 2 contains 90693 members 
Mstep: Class 3 contains 34674 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173559 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110636 members 
Mstep: Class 14 contains 150206 members 
Mstep: Class 15 contains 163754 members 
Mstep: Class 16 contains 65009 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27484 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16059 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39739 members 
Mstep: Class 29 contains 5656 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060800.000000 Penalty: 108497.656250
Iteration 220F: 32 clusters Score -1.560608e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173825 members 
Mstep: Class 2 contains 90696 members 
Mstep: Class 3 contains 34672 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173557 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110640 members 
Mstep: Class 14 contains 150207 members 
Mstep: Class 15 contains 163753 members 
Mstep: Class 16 contains 65005 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27484 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16059 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39737 members 
Mstep: Class 29 contains 5658 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060768.000000 Penalty: 108497.656250
Iteration 221Q: 32 clusters Score -1.560608e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173826 members 
Mstep: Class 2 contains 90697 members 
Mstep: Class 3 contains 34670 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173557 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110642 members 
Mstep: Class 14 contains 150208 members 
Mstep: Class 15 contains 163753 members 
Mstep: Class 16 contains 65002 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27484 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16059 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39368 members 
Mstep: Class 28 contains 39735 members 
Mstep: Class 29 contains 5659 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060736.000000 Penalty: 108497.656250
Iteration 222Q: 32 clusters Score -1.560607e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173826 members 
Mstep: Class 2 contains 90696 members 
Mstep: Class 3 contains 34669 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173561 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110643 members 
Mstep: Class 14 contains 150210 members 
Mstep: Class 15 contains 163753 members 
Mstep: Class 16 contains 64996 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27484 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16059 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39368 members 
Mstep: Class 28 contains 39734 members 
Mstep: Class 29 contains 5661 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060768.000000 Penalty: 108497.656250
Iteration 223Q: 32 clusters Score -1.560608e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173828 members 
Mstep: Class 2 contains 90696 members 
Mstep: Class 3 contains 34668 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173563 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110641 members 
Mstep: Class 14 contains 150211 members 
Mstep: Class 15 contains 163754 members 
Mstep: Class 16 contains 64993 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39368 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060720.000000 Penalty: 108497.656250
Iteration 224Q: 32 clusters Score -1.560607e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173828 members 
Mstep: Class 2 contains 90701 members 
Mstep: Class 3 contains 34666 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173569 members 
Mstep: Class 6 contains 24652 members 
Mstep: Class 7 contains 11477 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110641 members 
Mstep: Class 14 contains 150209 members 
Mstep: Class 15 contains 163752 members 
Mstep: Class 16 contains 64991 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060704.000000 Penalty: 108497.656250
Iteration 225Q: 32 clusters Score -1.560607e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173827 members 
Mstep: Class 2 contains 90703 members 
Mstep: Class 3 contains 34666 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173571 members 
Mstep: Class 6 contains 24649 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110641 members 
Mstep: Class 14 contains 150209 members 
Mstep: Class 15 contains 163753 members 
Mstep: Class 16 contains 64991 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060800.000000 Penalty: 108497.656250
Iteration 226Q: 32 clusters Score -1.560608e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173827 members 
Mstep: Class 2 contains 90704 members 
Mstep: Class 3 contains 34664 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173575 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110642 members 
Mstep: Class 14 contains 150208 members 
Mstep: Class 15 contains 163753 members 
Mstep: Class 16 contains 64990 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39368 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060800.000000 Penalty: 108497.656250
Iteration 227Q: 32 clusters Score -1.560608e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173827 members 
Mstep: Class 2 contains 90705 members 
Mstep: Class 3 contains 34664 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173574 members 
Mstep: Class 6 contains 24644 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 110644 members 
Mstep: Class 14 contains 150208 members 
Mstep: Class 15 contains 163753 members 
Mstep: Class 16 contains 64989 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16059 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39368 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060816.000000 Penalty: 108497.656250
Iteration 228Q: 32 clusters Score -1.560608e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173828 members 
Mstep: Class 2 contains 90705 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173574 members 
Mstep: Class 6 contains 24643 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15141 members 
Mstep: Class 13 contains 110645 members 
Mstep: Class 14 contains 150206 members 
Mstep: Class 15 contains 163751 members 
Mstep: Class 16 contains 64989 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16060 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39368 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060800.000000 Penalty: 108497.656250
Iteration 229Q: 32 clusters Score -1.560608e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173830 members 
Mstep: Class 2 contains 90704 members 
Mstep: Class 3 contains 34666 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173575 members 
Mstep: Class 6 contains 24642 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15141 members 
Mstep: Class 13 contains 110644 members 
Mstep: Class 14 contains 150206 members 
Mstep: Class 15 contains 163750 members 
Mstep: Class 16 contains 64989 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060736.000000 Penalty: 108497.656250
Iteration 230Q: 32 clusters Score -1.560607e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173830 members 
Mstep: Class 2 contains 90702 members 
Mstep: Class 3 contains 34666 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173576 members 
Mstep: Class 6 contains 24641 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15143 members 
Mstep: Class 13 contains 110645 members 
Mstep: Class 14 contains 150206 members 
Mstep: Class 15 contains 163749 members 
Mstep: Class 16 contains 64989 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060736.000000 Penalty: 108497.656250
Iteration 231Q: 32 clusters Score -1.560607e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173830 members 
Mstep: Class 2 contains 90701 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173575 members 
Mstep: Class 6 contains 24641 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15144 members 
Mstep: Class 13 contains 110648 members 
Mstep: Class 14 contains 150207 members 
Mstep: Class 15 contains 163748 members 
Mstep: Class 16 contains 64989 members 
Mstep: Class 17 contains 94558 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060784.000000 Penalty: 108497.656250
Iteration 232Q: 32 clusters Score -1.560608e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173830 members 
Mstep: Class 2 contains 90701 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173574 members 
Mstep: Class 6 contains 24641 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15143 members 
Mstep: Class 13 contains 110649 members 
Mstep: Class 14 contains 150209 members 
Mstep: Class 15 contains 163748 members 
Mstep: Class 16 contains 64988 members 
Mstep: Class 17 contains 94557 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060688.000000 Penalty: 108497.656250
Iteration 233Q: 32 clusters Score -1.560607e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173829 members 
Mstep: Class 2 contains 90702 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173574 members 
Mstep: Class 6 contains 24641 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15145 members 
Mstep: Class 13 contains 110647 members 
Mstep: Class 14 contains 150210 members 
Mstep: Class 15 contains 163749 members 
Mstep: Class 16 contains 64987 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060720.000000 Penalty: 108497.656250
Iteration 234Q: 32 clusters Score -1.560607e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173829 members 
Mstep: Class 2 contains 90706 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173573 members 
Mstep: Class 6 contains 24641 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15145 members 
Mstep: Class 13 contains 110647 members 
Mstep: Class 14 contains 150207 members 
Mstep: Class 15 contains 163750 members 
Mstep: Class 16 contains 64986 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060784.000000 Penalty: 108497.656250
Iteration 235Q: 32 clusters Score -1.560608e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173828 members 
Mstep: Class 2 contains 90711 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173570 members 
Mstep: Class 6 contains 24641 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15145 members 
Mstep: Class 13 contains 110650 members 
Mstep: Class 14 contains 150206 members 
Mstep: Class 15 contains 163748 members 
Mstep: Class 16 contains 64985 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060800.000000 Penalty: 108497.656250
Iteration 236Q: 32 clusters Score -1.560608e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173828 members 
Mstep: Class 2 contains 90718 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173565 members 
Mstep: Class 6 contains 24641 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15145 members 
Mstep: Class 13 contains 110652 members 
Mstep: Class 14 contains 150206 members 
Mstep: Class 15 contains 163747 members 
Mstep: Class 16 contains 64982 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060816.000000 Penalty: 108497.656250
Iteration 237Q: 32 clusters Score -1.560608e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173831 members 
Mstep: Class 2 contains 90724 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173561 members 
Mstep: Class 6 contains 24641 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15145 members 
Mstep: Class 13 contains 110653 members 
Mstep: Class 14 contains 150206 members 
Mstep: Class 15 contains 163748 members 
Mstep: Class 16 contains 64976 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16060 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060864.000000 Penalty: 108497.656250
Iteration 238Q: 32 clusters Score -1.560609e+08 nChanged 14
Entering ConstructFrom: 
Score: -156060864.000000 Penalty: 108497.656250
Entering ConstructFrom: 
Trying to split cluster 1 (173831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173831 members 
Entering Unmasked Estep 
Score: -20754814.000000 Penalty: 2992.328125
	Iteration 0F: 2 clusters Score -2.075481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
Score: -20645206.000000 Penalty: 5984.656250
	Iteration 0F: 3 clusters Score -2.064521e+07 nChanged 83322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91704 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -20694444.000000 Penalty: 5984.656250
	Iteration 1F: 3 clusters Score -2.069444e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95095 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -20696220.000000 Penalty: 5984.656250
	Iteration 2Q: 3 clusters Score -2.069622e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100409 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -20699666.000000 Penalty: 5984.656250
	Iteration 3Q: 3 clusters Score -2.069967e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108356 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -20705704.000000 Penalty: 5984.656250
	Iteration 4F: 3 clusters Score -2.07057e+07 nChanged 13128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119046 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -20714808.000000 Penalty: 5984.656250
	Iteration 5F: 3 clusters Score -2.071481e+07 nChanged 14293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131345 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -20726276.000000 Penalty: 5984.656250
	Iteration 6F: 3 clusters Score -2.072628e+07 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143280 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -20737826.000000 Penalty: 5984.656250
	Iteration 7F: 3 clusters Score -2.073783e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153010 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -20745712.000000 Penalty: 5984.656250
	Iteration 8F: 3 clusters Score -2.074571e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160089 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -20750142.000000 Penalty: 5984.656250
	Iteration 9Q: 3 clusters Score -2.075014e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164622 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -20752026.000000 Penalty: 5984.656250
	Iteration 10Q: 3 clusters Score -2.075203e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167295 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -20752786.000000 Penalty: 5984.656250
	Iteration 11Q: 3 clusters Score -2.075279e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168930 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -20753114.000000 Penalty: 5984.656250
	Iteration 12Q: 3 clusters Score -2.075311e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169920 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -20753406.000000 Penalty: 5984.656250
	Iteration 13Q: 3 clusters Score -2.075341e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170493 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -20753504.000000 Penalty: 5984.656250
	Iteration 14Q: 3 clusters Score -2.07535e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170825 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -20753612.000000 Penalty: 5984.656250
	Iteration 15Q: 3 clusters Score -2.075361e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171046 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -20753656.000000 Penalty: 5984.656250
	Iteration 16Q: 3 clusters Score -2.075366e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171202 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -20753634.000000 Penalty: 5984.656250
	Iteration 17Q: 3 clusters Score -2.075363e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171335 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -20753630.000000 Penalty: 5984.656250
	Iteration 18Q: 3 clusters Score -2.075363e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171447 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -20753674.000000 Penalty: 5984.656250
	Iteration 19Q: 3 clusters Score -2.075367e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171532 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -20753684.000000 Penalty: 5984.656250
	Iteration 20F: 3 clusters Score -2.075368e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171593 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -20753668.000000 Penalty: 5984.656250
	Iteration 21Q: 3 clusters Score -2.075367e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171635 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -20753652.000000 Penalty: 5984.656250
	Iteration 22Q: 3 clusters Score -2.075365e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171671 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -20753602.000000 Penalty: 5984.656250
	Iteration 23Q: 3 clusters Score -2.07536e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171710 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -20753604.000000 Penalty: 5984.656250
	Iteration 24Q: 3 clusters Score -2.07536e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171748 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -20753580.000000 Penalty: 5984.656250
	Iteration 25Q: 3 clusters Score -2.075358e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171783 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -20753566.000000 Penalty: 5984.656250
	Iteration 26Q: 3 clusters Score -2.075357e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171819 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -20753574.000000 Penalty: 5984.656250
	Iteration 27Q: 3 clusters Score -2.075357e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171841 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -20753552.000000 Penalty: 5984.656250
	Iteration 28Q: 3 clusters Score -2.075355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171855 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -20753564.000000 Penalty: 5984.656250
	Iteration 29Q: 3 clusters Score -2.075356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171867 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -20753556.000000 Penalty: 5984.656250
	Iteration 30Q: 3 clusters Score -2.075356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171873 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -20753554.000000 Penalty: 5984.656250
	Iteration 31Q: 3 clusters Score -2.075355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171877 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -20753552.000000 Penalty: 5984.656250
	Iteration 32Q: 3 clusters Score -2.075355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171882 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -20753562.000000 Penalty: 5984.656250
	Iteration 33Q: 3 clusters Score -2.075356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171884 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -20753556.000000 Penalty: 5984.656250
	Iteration 34Q: 3 clusters Score -2.075356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171887 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -20753552.000000 Penalty: 5984.656250
	Iteration 35Q: 3 clusters Score -2.075355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171890 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -20753552.000000 Penalty: 5984.656250
	Iteration 36Q: 3 clusters Score -2.075355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171896 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -20753544.000000 Penalty: 5984.656250
	Iteration 37Q: 3 clusters Score -2.075354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171898 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -20753550.000000 Penalty: 5984.656250
	Iteration 38Q: 3 clusters Score -2.075355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171899 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -20753536.000000 Penalty: 5984.656250
	Iteration 39Q: 3 clusters Score -2.075354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171899 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -20753534.000000 Penalty: 5984.656250
	Iteration 40F: 3 clusters Score -2.075353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171900 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -20753536.000000 Penalty: 5984.656250
	Iteration 41Q: 3 clusters Score -2.075354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171902 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -20753534.000000 Penalty: 5984.656250
	Iteration 42Q: 3 clusters Score -2.075353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171903 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -20753536.000000 Penalty: 5984.656250
	Iteration 43Q: 3 clusters Score -2.075354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171903 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -20753536.000000 Penalty: 5984.656250
	Iteration 44F: 3 clusters Score -2.075354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (90730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90730 members 
Entering Unmasked Estep 
Score: -10765881.000000 Penalty: 2831.079590
	Iteration 0F: 2 clusters Score -1.076588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -10705426.000000 Penalty: 5662.159180
	Iteration 0F: 3 clusters Score -1.070543e+07 nChanged 42854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -10729562.000000 Penalty: 5662.159180
	Iteration 1F: 3 clusters Score -1.072956e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -10730218.000000 Penalty: 5662.159180
	Iteration 2Q: 3 clusters Score -1.073022e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -10730901.000000 Penalty: 5662.159180
	Iteration 3Q: 3 clusters Score -1.07309e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -10731500.000000 Penalty: 5662.159180
	Iteration 4Q: 3 clusters Score -1.07315e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -10732214.000000 Penalty: 5662.159180
	Iteration 5Q: 3 clusters Score -1.073221e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -10733057.000000 Penalty: 5662.159180
	Iteration 6Q: 3 clusters Score -1.073306e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -10734106.000000 Penalty: 5662.159180
	Iteration 7Q: 3 clusters Score -1.073411e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -10735683.000000 Penalty: 5662.159180
	Iteration 8Q: 3 clusters Score -1.073568e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -10737881.000000 Penalty: 5662.159180
	Iteration 9Q: 3 clusters Score -1.073788e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -10741429.000000 Penalty: 5662.159180
	Iteration 10F: 3 clusters Score -1.074143e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -10746740.000000 Penalty: 5662.159180
	Iteration 11F: 3 clusters Score -1.074674e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -10752552.000000 Penalty: 5662.159180
	Iteration 12F: 3 clusters Score -1.075255e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -10757434.000000 Penalty: 5662.159180
	Iteration 13F: 3 clusters Score -1.075743e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -10760499.000000 Penalty: 5662.159180
	Iteration 14Q: 3 clusters Score -1.07605e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 88758 members 
Entering Unmasked Estep 
Score: -10762089.000000 Penalty: 5662.159180
	Iteration 15Q: 3 clusters Score -1.076209e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -10762775.000000 Penalty: 5662.159180
	Iteration 16Q: 3 clusters Score -1.076278e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 90024 members 
Entering Unmasked Estep 
Score: -10763087.000000 Penalty: 5662.159180
	Iteration 17Q: 3 clusters Score -1.076309e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -10763223.000000 Penalty: 5662.159180
	Iteration 18Q: 3 clusters Score -1.076322e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -10763312.000000 Penalty: 5662.159180
	Iteration 19Q: 3 clusters Score -1.076331e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 90332 members 
Entering Unmasked Estep 
Score: -10763366.000000 Penalty: 5662.159180
	Iteration 20F: 3 clusters Score -1.076337e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -10763415.000000 Penalty: 5662.159180
	Iteration 21Q: 3 clusters Score -1.076342e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -10763453.000000 Penalty: 5662.159180
	Iteration 22Q: 3 clusters Score -1.076345e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 90380 members 
Entering Unmasked Estep 
Score: -10763469.000000 Penalty: 5662.159180
	Iteration 23Q: 3 clusters Score -1.076347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 90387 members 
Entering Unmasked Estep 
Score: -10763479.000000 Penalty: 5662.159180
	Iteration 24Q: 3 clusters Score -1.076348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 90394 members 
Entering Unmasked Estep 
Score: -10763490.000000 Penalty: 5662.159180
	Iteration 25Q: 3 clusters Score -1.076349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 90401 members 
Entering Unmasked Estep 
Score: -10763496.000000 Penalty: 5662.159180
	Iteration 26Q: 3 clusters Score -1.07635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 90404 members 
Entering Unmasked Estep 
Score: -10763503.000000 Penalty: 5662.159180
	Iteration 27Q: 3 clusters Score -1.07635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 90401 members 
Entering Unmasked Estep 
Score: -10763506.000000 Penalty: 5662.159180
	Iteration 28Q: 3 clusters Score -1.076351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 90399 members 
Entering Unmasked Estep 
Score: -10763506.000000 Penalty: 5662.159180
	Iteration 29Q: 3 clusters Score -1.076351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 90399 members 
Entering Unmasked Estep 
Score: -10763515.000000 Penalty: 5662.159180
	Iteration 30Q: 3 clusters Score -1.076352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 90399 members 
Entering Unmasked Estep 
Score: -10763509.000000 Penalty: 5662.159180
	Iteration 31Q: 3 clusters Score -1.076351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -10763515.000000 Penalty: 5662.159180
	Iteration 32Q: 3 clusters Score -1.076352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 90399 members 
Entering Unmasked Estep 
Score: -10763514.000000 Penalty: 5662.159180
	Iteration 33Q: 3 clusters Score -1.076351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -10763512.000000 Penalty: 5662.159180
	Iteration 34Q: 3 clusters Score -1.076351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 90402 members 
Entering Unmasked Estep 
Score: -10763520.000000 Penalty: 5662.159180
	Iteration 35Q: 3 clusters Score -1.076352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 90404 members 
Entering Unmasked Estep 
Score: -10763522.000000 Penalty: 5662.159180
	Iteration 36Q: 3 clusters Score -1.076352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -10763525.000000 Penalty: 5662.159180
	Iteration 37Q: 3 clusters Score -1.076352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
Score: -10763532.000000 Penalty: 5662.159180
	Iteration 38Q: 3 clusters Score -1.076353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
Score: -10763532.000000 Penalty: 5662.159180
	Iteration 39F: 3 clusters Score -1.076353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Entering Unmasked Estep 
Score: -4121048.750000 Penalty: 2592.464355
	Iteration 0F: 2 clusters Score -4121049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4097514.000000 Penalty: 5184.928711
	Iteration 0F: 3 clusters Score -4097514 nChanged 15744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4106011.250000 Penalty: 5184.928711
	Iteration 1F: 3 clusters Score -4106011 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4106592.750000 Penalty: 5184.928711
	Iteration 2Q: 3 clusters Score -4106593 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -4107135.250000 Penalty: 5184.928711
	Iteration 3Q: 3 clusters Score -4107135 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4107818.000000 Penalty: 5184.928711
	Iteration 4Q: 3 clusters Score -4107818 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -4108795.750000 Penalty: 5184.928711
	Iteration 5F: 3 clusters Score -4108796 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -4110190.750000 Penalty: 5184.928711
	Iteration 6F: 3 clusters Score -4110191 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -4112105.250000 Penalty: 5184.928711
	Iteration 7F: 3 clusters Score -4112105 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -4114331.500000 Penalty: 5184.928711
	Iteration 8F: 3 clusters Score -4114332 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4116233.250000 Penalty: 5184.928711
	Iteration 9F: 3 clusters Score -4116233 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4117471.750000 Penalty: 5184.928711
	Iteration 10Q: 3 clusters Score -4117472 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4118143.250000 Penalty: 5184.928711
	Iteration 11Q: 3 clusters Score -4118143 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4118481.250000 Penalty: 5184.928711
	Iteration 12Q: 3 clusters Score -4118481 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4118686.500000 Penalty: 5184.928711
	Iteration 13Q: 3 clusters Score -4118686 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4118807.000000 Penalty: 5184.928711
	Iteration 14Q: 3 clusters Score -4118807 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4118877.750000 Penalty: 5184.928711
	Iteration 15Q: 3 clusters Score -4118878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4118921.000000 Penalty: 5184.928711
	Iteration 16Q: 3 clusters Score -4118921 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4118949.500000 Penalty: 5184.928711
	Iteration 17Q: 3 clusters Score -4118950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4118966.750000 Penalty: 5184.928711
	Iteration 18Q: 3 clusters Score -4118967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4118983.750000 Penalty: 5184.928711
	Iteration 19Q: 3 clusters Score -4118984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4118995.250000 Penalty: 5184.928711
	Iteration 20F: 3 clusters Score -4118995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4118999.750000 Penalty: 5184.928711
	Iteration 21Q: 3 clusters Score -4119000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4118996.000000 Penalty: 5184.928711
	Iteration 22Q: 3 clusters Score -4118996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4118998.750000 Penalty: 5184.928711
	Iteration 23Q: 3 clusters Score -4118999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4119014.750000 Penalty: 5184.928711
	Iteration 24Q: 3 clusters Score -4119015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4119018.250000 Penalty: 5184.928711
	Iteration 25Q: 3 clusters Score -4119018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4119018.000000 Penalty: 5184.928711
	Iteration 26Q: 3 clusters Score -4119018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4119022.750000 Penalty: 5184.928711
	Iteration 27Q: 3 clusters Score -4119023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4119029.000000 Penalty: 5184.928711
	Iteration 28Q: 3 clusters Score -4119029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4119027.000000 Penalty: 5184.928711
	Iteration 29Q: 3 clusters Score -4119027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4119026.750000 Penalty: 5184.928711
	Iteration 30Q: 3 clusters Score -4119027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4119032.000000 Penalty: 5184.928711
	Iteration 31Q: 3 clusters Score -4119032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4119039.750000 Penalty: 5184.928711
	Iteration 32Q: 3 clusters Score -4119040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4119039.750000 Penalty: 5184.928711
	Iteration 33Q: 3 clusters Score -4119040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4119041.750000 Penalty: 5184.928711
	Iteration 34Q: 3 clusters Score -4119042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4119039.000000 Penalty: 5184.928711
	Iteration 35Q: 3 clusters Score -4119039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4119038.000000 Penalty: 5184.928711
	Iteration 36Q: 3 clusters Score -4119038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4119040.250000 Penalty: 5184.928711
	Iteration 37Q: 3 clusters Score -4119040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4119041.750000 Penalty: 5184.928711
	Iteration 38Q: 3 clusters Score -4119042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4119043.250000 Penalty: 5184.928711
	Iteration 39Q: 3 clusters Score -4119043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4119043.250000 Penalty: 5184.928711
	Iteration 40F: 3 clusters Score -4119043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Entering Unmasked Estep 
Score: -686040.625000 Penalty: 2146.276855
	Iteration 0F: 2 clusters Score -686040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -681009.500000 Penalty: 4292.553711
	Iteration 0F: 3 clusters Score -681009.5 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -682218.250000 Penalty: 4292.553711
	Iteration 1F: 3 clusters Score -682218.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -682410.437500 Penalty: 4292.553711
	Iteration 2F: 3 clusters Score -682410.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -682545.437500 Penalty: 4292.553711
	Iteration 3Q: 3 clusters Score -682545.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -682649.000000 Penalty: 4292.553711
	Iteration 4Q: 3 clusters Score -682649 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -682719.250000 Penalty: 4292.553711
	Iteration 5Q: 3 clusters Score -682719.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -682768.625000 Penalty: 4292.553711
	Iteration 6Q: 3 clusters Score -682768.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -682811.500000 Penalty: 4292.553711
	Iteration 7Q: 3 clusters Score -682811.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -682840.875000 Penalty: 4292.553711
	Iteration 8Q: 3 clusters Score -682840.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -682860.500000 Penalty: 4292.553711
	Iteration 9Q: 3 clusters Score -682860.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -682876.437500 Penalty: 4292.553711
	Iteration 10Q: 3 clusters Score -682876.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -682887.187500 Penalty: 4292.553711
	Iteration 11Q: 3 clusters Score -682887.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -682895.875000 Penalty: 4292.553711
	Iteration 12Q: 3 clusters Score -682895.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -682902.875000 Penalty: 4292.553711
	Iteration 13Q: 3 clusters Score -682902.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -682910.125000 Penalty: 4292.553711
	Iteration 14Q: 3 clusters Score -682910.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -682915.687500 Penalty: 4292.553711
	Iteration 15Q: 3 clusters Score -682915.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -682920.312500 Penalty: 4292.553711
	Iteration 16Q: 3 clusters Score -682920.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -682927.000000 Penalty: 4292.553711
	Iteration 17Q: 3 clusters Score -682927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -682930.812500 Penalty: 4292.553711
	Iteration 18Q: 3 clusters Score -682930.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -682936.562500 Penalty: 4292.553711
	Iteration 19Q: 3 clusters Score -682936.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -682939.750000 Penalty: 4292.553711
	Iteration 20F: 3 clusters Score -682939.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -682942.375000 Penalty: 4292.553711
	Iteration 21Q: 3 clusters Score -682942.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -682944.375000 Penalty: 4292.553711
	Iteration 22Q: 3 clusters Score -682944.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -682946.812500 Penalty: 4292.553711
	Iteration 23Q: 3 clusters Score -682946.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -682948.312500 Penalty: 4292.553711
	Iteration 24Q: 3 clusters Score -682948.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -682951.937500 Penalty: 4292.553711
	Iteration 25Q: 3 clusters Score -682951.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -682954.125000 Penalty: 4292.553711
	Iteration 26Q: 3 clusters Score -682954.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -682954.750000 Penalty: 4292.553711
	Iteration 27Q: 3 clusters Score -682954.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -682956.125000 Penalty: 4292.553711
	Iteration 28Q: 3 clusters Score -682956.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -682959.750000 Penalty: 4292.553711
	Iteration 29Q: 3 clusters Score -682959.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -682964.250000 Penalty: 4292.553711
	Iteration 30Q: 3 clusters Score -682964.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -682964.750000 Penalty: 4292.553711
	Iteration 31Q: 3 clusters Score -682964.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -682972.187500 Penalty: 4292.553711
	Iteration 32Q: 3 clusters Score -682972.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -682978.437500 Penalty: 4292.553711
	Iteration 33Q: 3 clusters Score -682978.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -682989.062500 Penalty: 4292.553711
	Iteration 34Q: 3 clusters Score -682989.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -682998.812500 Penalty: 4292.553711
	Iteration 35Q: 3 clusters Score -682998.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -683005.375000 Penalty: 4292.553711
	Iteration 36Q: 3 clusters Score -683005.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -683016.250000 Penalty: 4292.553711
	Iteration 37Q: 3 clusters Score -683016.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -683027.937500 Penalty: 4292.553711
	Iteration 38Q: 3 clusters Score -683027.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -683036.625000 Penalty: 4292.553711
	Iteration 39Q: 3 clusters Score -683036.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -683050.250000 Penalty: 4292.553711
	Iteration 40F: 3 clusters Score -683050.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -683063.125000 Penalty: 4292.553711
	Iteration 41Q: 3 clusters Score -683063.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -683082.062500 Penalty: 4292.553711
	Iteration 42Q: 3 clusters Score -683082.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -683094.687500 Penalty: 4292.553711
	Iteration 43Q: 3 clusters Score -683094.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -683114.062500 Penalty: 4292.553711
	Iteration 44Q: 3 clusters Score -683114.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -683136.750000 Penalty: 4292.553711
	Iteration 45Q: 3 clusters Score -683136.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -683171.000000 Penalty: 4292.553711
	Iteration 46Q: 3 clusters Score -683171 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -683207.062500 Penalty: 4292.553711
	Iteration 47Q: 3 clusters Score -683207.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -683238.250000 Penalty: 4292.553711
	Iteration 48Q: 3 clusters Score -683238.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -683279.125000 Penalty: 4292.553711
	Iteration 49Q: 3 clusters Score -683279.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -683333.500000 Penalty: 4292.553711
	Iteration 50Q: 3 clusters Score -683333.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -683394.500000 Penalty: 4292.553711
	Iteration 51Q: 3 clusters Score -683394.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -683462.500000 Penalty: 4292.553711
	Iteration 52Q: 3 clusters Score -683462.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -683535.625000 Penalty: 4292.553711
	Iteration 53Q: 3 clusters Score -683535.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -683602.937500 Penalty: 4292.553711
	Iteration 54Q: 3 clusters Score -683602.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -683669.937500 Penalty: 4292.553711
	Iteration 55Q: 3 clusters Score -683669.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -683741.500000 Penalty: 4292.553711
	Iteration 56Q: 3 clusters Score -683741.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -683818.562500 Penalty: 4292.553711
	Iteration 57Q: 3 clusters Score -683818.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -683892.312500 Penalty: 4292.553711
	Iteration 58Q: 3 clusters Score -683892.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -683953.187500 Penalty: 4292.553711
	Iteration 59Q: 3 clusters Score -683953.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -684004.875000 Penalty: 4292.553711
	Iteration 60F: 3 clusters Score -684004.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -684041.437500 Penalty: 4292.553711
	Iteration 61Q: 3 clusters Score -684041.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -684074.562500 Penalty: 4292.553711
	Iteration 62Q: 3 clusters Score -684074.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -684096.687500 Penalty: 4292.553711
	Iteration 63Q: 3 clusters Score -684096.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -684108.625000 Penalty: 4292.553711
	Iteration 64Q: 3 clusters Score -684108.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -684120.375000 Penalty: 4292.553711
	Iteration 65Q: 3 clusters Score -684120.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -684129.937500 Penalty: 4292.553711
	Iteration 66Q: 3 clusters Score -684129.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -684133.750000 Penalty: 4292.553711
	Iteration 67Q: 3 clusters Score -684133.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -684138.062500 Penalty: 4292.553711
	Iteration 68Q: 3 clusters Score -684138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -684141.875000 Penalty: 4292.553711
	Iteration 69Q: 3 clusters Score -684141.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -684144.750000 Penalty: 4292.553711
	Iteration 70Q: 3 clusters Score -684144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -684145.437500 Penalty: 4292.553711
	Iteration 71Q: 3 clusters Score -684145.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -684146.125000 Penalty: 4292.553711
	Iteration 72Q: 3 clusters Score -684146.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -684149.625000 Penalty: 4292.553711
	Iteration 73Q: 3 clusters Score -684149.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -684149.625000 Penalty: 4292.553711
	Iteration 74Q: 3 clusters Score -684149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -684149.500000 Penalty: 4292.553711
	Iteration 75Q: 3 clusters Score -684149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -684149.500000 Penalty: 4292.553711
	Iteration 76F: 3 clusters Score -684149.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (173557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173557 members 
Entering Unmasked Estep 
Score: -20492896.000000 Penalty: 2991.936768
	Iteration 0F: 2 clusters Score -2.04929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -20377290.000000 Penalty: 5983.873535
	Iteration 0F: 3 clusters Score -2.037729e+07 nChanged 83317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 80583 members 
Entering Unmasked Estep 
Score: -20426112.000000 Penalty: 5983.873535
	Iteration 1F: 3 clusters Score -2.042611e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96746 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -20427536.000000 Penalty: 5983.873535
	Iteration 2Q: 3 clusters Score -2.042754e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 71006 members 
Entering Unmasked Estep 
Score: -20430104.000000 Penalty: 5983.873535
	Iteration 3Q: 3 clusters Score -2.04301e+07 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111234 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -20434406.000000 Penalty: 5983.873535
	Iteration 4F: 3 clusters Score -2.043441e+07 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123611 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -20442760.000000 Penalty: 5983.873535
	Iteration 5F: 3 clusters Score -2.044276e+07 nChanged 15769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139362 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -20456784.000000 Penalty: 5983.873535
	Iteration 6F: 3 clusters Score -2.045678e+07 nChanged 16052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155414 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -20472456.000000 Penalty: 5983.873535
	Iteration 7F: 3 clusters Score -2.047246e+07 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166610 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -20483764.000000 Penalty: 5983.873535
	Iteration 8F: 3 clusters Score -2.048376e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171475 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -20488352.000000 Penalty: 5983.873535
	Iteration 9Q: 3 clusters Score -2.048835e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172833 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -20489660.000000 Penalty: 5983.873535
	Iteration 10Q: 3 clusters Score -2.048966e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173140 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -20490016.000000 Penalty: 5983.873535
	Iteration 11Q: 3 clusters Score -2.049002e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173225 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -20490224.000000 Penalty: 5983.873535
	Iteration 12Q: 3 clusters Score -2.049022e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173251 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -20490268.000000 Penalty: 5983.873535
	Iteration 13Q: 3 clusters Score -2.049027e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173264 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20490326.000000 Penalty: 5983.873535
	Iteration 14Q: 3 clusters Score -2.049033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173270 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -20490348.000000 Penalty: 5983.873535
	Iteration 15Q: 3 clusters Score -2.049035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173269 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20490356.000000 Penalty: 5983.873535
	Iteration 16Q: 3 clusters Score -2.049036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173272 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20490380.000000 Penalty: 5983.873535
	Iteration 17Q: 3 clusters Score -2.049038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173276 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20490376.000000 Penalty: 5983.873535
	Iteration 18Q: 3 clusters Score -2.049038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20490388.000000 Penalty: 5983.873535
	Iteration 19Q: 3 clusters Score -2.049039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173275 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20490384.000000 Penalty: 5983.873535
	Iteration 20F: 3 clusters Score -2.049038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173275 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20490398.000000 Penalty: 5983.873535
	Iteration 21Q: 3 clusters Score -2.04904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173275 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20490402.000000 Penalty: 5983.873535
	Iteration 22Q: 3 clusters Score -2.04904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173278 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -20490396.000000 Penalty: 5983.873535
	Iteration 23Q: 3 clusters Score -2.04904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173281 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20490394.000000 Penalty: 5983.873535
	Iteration 24Q: 3 clusters Score -2.049039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173282 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20490398.000000 Penalty: 5983.873535
	Iteration 25Q: 3 clusters Score -2.04904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173283 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20490406.000000 Penalty: 5983.873535
	Iteration 26Q: 3 clusters Score -2.049041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173284 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20490406.000000 Penalty: 5983.873535
	Iteration 27Q: 3 clusters Score -2.049041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173284 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20490406.000000 Penalty: 5983.873535
	Iteration 28F: 3 clusters Score -2.049041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Entering Unmasked Estep 
Score: -2837500.500000 Penalty: 2507.807373
	Iteration 0F: 2 clusters Score -2837500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2820416.750000 Penalty: 5015.614746
	Iteration 0F: 3 clusters Score -2820417 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2826322.500000 Penalty: 5015.614746
	Iteration 1F: 3 clusters Score -2826322 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2826716.250000 Penalty: 5015.614746
	Iteration 2Q: 3 clusters Score -2826716 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2827036.000000 Penalty: 5015.614746
	Iteration 3Q: 3 clusters Score -2827036 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2827319.500000 Penalty: 5015.614746
	Iteration 4Q: 3 clusters Score -2827320 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2827705.000000 Penalty: 5015.614746
	Iteration 5Q: 3 clusters Score -2827705 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2828327.250000 Penalty: 5015.614746
	Iteration 6Q: 3 clusters Score -2828327 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2829414.250000 Penalty: 5015.614746
	Iteration 7F: 3 clusters Score -2829414 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2830936.750000 Penalty: 5015.614746
	Iteration 8F: 3 clusters Score -2830937 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2832626.250000 Penalty: 5015.614746
	Iteration 9F: 3 clusters Score -2832626 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2834035.750000 Penalty: 5015.614746
	Iteration 10F: 3 clusters Score -2834036 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2834893.500000 Penalty: 5015.614746
	Iteration 11F: 3 clusters Score -2834894 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2835359.750000 Penalty: 5015.614746
	Iteration 12Q: 3 clusters Score -2835360 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2835640.000000 Penalty: 5015.614746
	Iteration 13Q: 3 clusters Score -2835640 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2835826.500000 Penalty: 5015.614746
	Iteration 14Q: 3 clusters Score -2835826 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2835937.750000 Penalty: 5015.614746
	Iteration 15Q: 3 clusters Score -2835938 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2836017.500000 Penalty: 5015.614746
	Iteration 16Q: 3 clusters Score -2836018 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2836080.250000 Penalty: 5015.614746
	Iteration 17Q: 3 clusters Score -2836080 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2836108.750000 Penalty: 5015.614746
	Iteration 18Q: 3 clusters Score -2836109 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2836132.750000 Penalty: 5015.614746
	Iteration 19Q: 3 clusters Score -2836133 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2836161.750000 Penalty: 5015.614746
	Iteration 20F: 3 clusters Score -2836162 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2836186.500000 Penalty: 5015.614746
	Iteration 21Q: 3 clusters Score -2836186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2836204.000000 Penalty: 5015.614746
	Iteration 22Q: 3 clusters Score -2836204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2836229.000000 Penalty: 5015.614746
	Iteration 23Q: 3 clusters Score -2836229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2836246.250000 Penalty: 5015.614746
	Iteration 24Q: 3 clusters Score -2836246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2836270.000000 Penalty: 5015.614746
	Iteration 25Q: 3 clusters Score -2836270 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2836280.000000 Penalty: 5015.614746
	Iteration 26Q: 3 clusters Score -2836280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2836286.000000 Penalty: 5015.614746
	Iteration 27Q: 3 clusters Score -2836286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2836300.000000 Penalty: 5015.614746
	Iteration 28Q: 3 clusters Score -2836300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2836308.750000 Penalty: 5015.614746
	Iteration 29Q: 3 clusters Score -2836309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2836319.750000 Penalty: 5015.614746
	Iteration 30Q: 3 clusters Score -2836320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2836321.000000 Penalty: 5015.614746
	Iteration 31Q: 3 clusters Score -2836321 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2836328.250000 Penalty: 5015.614746
	Iteration 32Q: 3 clusters Score -2836328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2836341.500000 Penalty: 5015.614746
	Iteration 33Q: 3 clusters Score -2836342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2836342.750000 Penalty: 5015.614746
	Iteration 34Q: 3 clusters Score -2836343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2836360.750000 Penalty: 5015.614746
	Iteration 35Q: 3 clusters Score -2836361 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2836374.250000 Penalty: 5015.614746
	Iteration 36Q: 3 clusters Score -2836374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2836383.750000 Penalty: 5015.614746
	Iteration 37Q: 3 clusters Score -2836384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2836392.250000 Penalty: 5015.614746
	Iteration 38Q: 3 clusters Score -2836392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2836409.750000 Penalty: 5015.614746
	Iteration 39Q: 3 clusters Score -2836410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2836410.500000 Penalty: 5015.614746
	Iteration 40F: 3 clusters Score -2836410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2836424.500000 Penalty: 5015.614746
	Iteration 41Q: 3 clusters Score -2836424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2836436.000000 Penalty: 5015.614746
	Iteration 42Q: 3 clusters Score -2836436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2836436.000000 Penalty: 5015.614746
	Iteration 43Q: 3 clusters Score -2836436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2836448.750000 Penalty: 5015.614746
	Iteration 44Q: 3 clusters Score -2836449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2836450.000000 Penalty: 5015.614746
	Iteration 45Q: 3 clusters Score -2836450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2836462.250000 Penalty: 5015.614746
	Iteration 46Q: 3 clusters Score -2836462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2836471.000000 Penalty: 5015.614746
	Iteration 47Q: 3 clusters Score -2836471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2836472.500000 Penalty: 5015.614746
	Iteration 48Q: 3 clusters Score -2836472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2836478.250000 Penalty: 5015.614746
	Iteration 49Q: 3 clusters Score -2836478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2836476.500000 Penalty: 5015.614746
	Iteration 50Q: 3 clusters Score -2836476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2836475.250000 Penalty: 5015.614746
	Iteration 51Q: 3 clusters Score -2836475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2836487.250000 Penalty: 5015.614746
	Iteration 52Q: 3 clusters Score -2836487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2836487.750000 Penalty: 5015.614746
	Iteration 53Q: 3 clusters Score -2836488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2836496.500000 Penalty: 5015.614746
	Iteration 54Q: 3 clusters Score -2836496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2836510.750000 Penalty: 5015.614746
	Iteration 55Q: 3 clusters Score -2836511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2836523.750000 Penalty: 5015.614746
	Iteration 56Q: 3 clusters Score -2836524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2836550.000000 Penalty: 5015.614746
	Iteration 57Q: 3 clusters Score -2836550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2836609.750000 Penalty: 5015.614746
	Iteration 58Q: 3 clusters Score -2836610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2836732.250000 Penalty: 5015.614746
	Iteration 59Q: 3 clusters Score -2836732 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2836829.000000 Penalty: 5015.614746
	Iteration 60F: 3 clusters Score -2836829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2836862.000000 Penalty: 5015.614746
	Iteration 61Q: 3 clusters Score -2836862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2836885.000000 Penalty: 5015.614746
	Iteration 62Q: 3 clusters Score -2836885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2836909.250000 Penalty: 5015.614746
	Iteration 63Q: 3 clusters Score -2836909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2836912.750000 Penalty: 5015.614746
	Iteration 64Q: 3 clusters Score -2836913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2836924.500000 Penalty: 5015.614746
	Iteration 65Q: 3 clusters Score -2836924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2836937.250000 Penalty: 5015.614746
	Iteration 66Q: 3 clusters Score -2836937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2836951.750000 Penalty: 5015.614746
	Iteration 67Q: 3 clusters Score -2836952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2836958.000000 Penalty: 5015.614746
	Iteration 68Q: 3 clusters Score -2836958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2836967.000000 Penalty: 5015.614746
	Iteration 69Q: 3 clusters Score -2836967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2836975.500000 Penalty: 5015.614746
	Iteration 70Q: 3 clusters Score -2836976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2836978.250000 Penalty: 5015.614746
	Iteration 71Q: 3 clusters Score -2836978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2836973.000000 Penalty: 5015.614746
	Iteration 72Q: 3 clusters Score -2836973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2836973.500000 Penalty: 5015.614746
	Iteration 73Q: 3 clusters Score -2836974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2836975.500000 Penalty: 5015.614746
	Iteration 74Q: 3 clusters Score -2836976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2836975.750000 Penalty: 5015.614746
	Iteration 75Q: 3 clusters Score -2836976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2836975.750000 Penalty: 5015.614746
	Iteration 76F: 3 clusters Score -2836976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Entering Unmasked Estep 
Score: -1240718.125000 Penalty: 2318.307129
	Iteration 0F: 2 clusters Score -1240718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1232104.875000 Penalty: 4636.614258
	Iteration 0F: 3 clusters Score -1232105 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1234986.625000 Penalty: 4636.614258
	Iteration 1F: 3 clusters Score -1234987 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1235798.375000 Penalty: 4636.614258
	Iteration 2F: 3 clusters Score -1235798 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1236700.750000 Penalty: 4636.614258
	Iteration 3F: 3 clusters Score -1236701 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1237462.875000 Penalty: 4636.614258
	Iteration 4F: 3 clusters Score -1237463 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1238074.625000 Penalty: 4636.614258
	Iteration 5F: 3 clusters Score -1238075 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1238495.500000 Penalty: 4636.614258
	Iteration 6F: 3 clusters Score -1238496 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1238785.875000 Penalty: 4636.614258
	Iteration 7Q: 3 clusters Score -1238786 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1238942.250000 Penalty: 4636.614258
	Iteration 8Q: 3 clusters Score -1238942 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1239051.875000 Penalty: 4636.614258
	Iteration 9Q: 3 clusters Score -1239052 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1239132.250000 Penalty: 4636.614258
	Iteration 10Q: 3 clusters Score -1239132 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1239203.250000 Penalty: 4636.614258
	Iteration 11Q: 3 clusters Score -1239203 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1239258.000000 Penalty: 4636.614258
	Iteration 12Q: 3 clusters Score -1239258 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1239305.375000 Penalty: 4636.614258
	Iteration 13Q: 3 clusters Score -1239305 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1239351.750000 Penalty: 4636.614258
	Iteration 14Q: 3 clusters Score -1239352 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1239396.875000 Penalty: 4636.614258
	Iteration 15Q: 3 clusters Score -1239397 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1239438.250000 Penalty: 4636.614258
	Iteration 16Q: 3 clusters Score -1239438 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1239490.375000 Penalty: 4636.614258
	Iteration 17Q: 3 clusters Score -1239490 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1239543.375000 Penalty: 4636.614258
	Iteration 18Q: 3 clusters Score -1239543 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1239585.500000 Penalty: 4636.614258
	Iteration 19Q: 3 clusters Score -1239586 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1239618.875000 Penalty: 4636.614258
	Iteration 20F: 3 clusters Score -1239619 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1239672.125000 Penalty: 4636.614258
	Iteration 21Q: 3 clusters Score -1239672 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1239727.750000 Penalty: 4636.614258
	Iteration 22Q: 3 clusters Score -1239728 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1239773.500000 Penalty: 4636.614258
	Iteration 23Q: 3 clusters Score -1239774 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1239811.375000 Penalty: 4636.614258
	Iteration 24Q: 3 clusters Score -1239811 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1239834.500000 Penalty: 4636.614258
	Iteration 25Q: 3 clusters Score -1239834 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1239856.000000 Penalty: 4636.614258
	Iteration 26Q: 3 clusters Score -1239856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1239870.000000 Penalty: 4636.614258
	Iteration 27Q: 3 clusters Score -1239870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1239875.125000 Penalty: 4636.614258
	Iteration 28Q: 3 clusters Score -1239875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1239884.125000 Penalty: 4636.614258
	Iteration 29Q: 3 clusters Score -1239884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1239892.250000 Penalty: 4636.614258
	Iteration 30Q: 3 clusters Score -1239892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1239899.125000 Penalty: 4636.614258
	Iteration 31Q: 3 clusters Score -1239899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1239905.625000 Penalty: 4636.614258
	Iteration 32Q: 3 clusters Score -1239906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1239913.125000 Penalty: 4636.614258
	Iteration 33Q: 3 clusters Score -1239913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1239922.125000 Penalty: 4636.614258
	Iteration 34Q: 3 clusters Score -1239922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1239925.625000 Penalty: 4636.614258
	Iteration 35Q: 3 clusters Score -1239926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1239936.750000 Penalty: 4636.614258
	Iteration 36Q: 3 clusters Score -1239937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1239940.125000 Penalty: 4636.614258
	Iteration 37Q: 3 clusters Score -1239940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1239946.125000 Penalty: 4636.614258
	Iteration 38Q: 3 clusters Score -1239946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1239953.750000 Penalty: 4636.614258
	Iteration 39Q: 3 clusters Score -1239954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1239958.375000 Penalty: 4636.614258
	Iteration 40F: 3 clusters Score -1239958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1239963.250000 Penalty: 4636.614258
	Iteration 41Q: 3 clusters Score -1239963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1239968.875000 Penalty: 4636.614258
	Iteration 42Q: 3 clusters Score -1239969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1239974.875000 Penalty: 4636.614258
	Iteration 43Q: 3 clusters Score -1239975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1239977.625000 Penalty: 4636.614258
	Iteration 44Q: 3 clusters Score -1239978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1239980.500000 Penalty: 4636.614258
	Iteration 45Q: 3 clusters Score -1239980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1239982.125000 Penalty: 4636.614258
	Iteration 46Q: 3 clusters Score -1239982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1239985.500000 Penalty: 4636.614258
	Iteration 47Q: 3 clusters Score -1239986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1239987.125000 Penalty: 4636.614258
	Iteration 48Q: 3 clusters Score -1239987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1239986.250000 Penalty: 4636.614258
	Iteration 49Q: 3 clusters Score -1239986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1239993.000000 Penalty: 4636.614258
	Iteration 50Q: 3 clusters Score -1239993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1239991.750000 Penalty: 4636.614258
	Iteration 51Q: 3 clusters Score -1239992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1239996.750000 Penalty: 4636.614258
	Iteration 52Q: 3 clusters Score -1239997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1239997.500000 Penalty: 4636.614258
	Iteration 53Q: 3 clusters Score -1239998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1240000.750000 Penalty: 4636.614258
	Iteration 54Q: 3 clusters Score -1240001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1240004.875000 Penalty: 4636.614258
	Iteration 55Q: 3 clusters Score -1240005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1240004.625000 Penalty: 4636.614258
	Iteration 56Q: 3 clusters Score -1240005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1240008.750000 Penalty: 4636.614258
	Iteration 57Q: 3 clusters Score -1240009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1240012.500000 Penalty: 4636.614258
	Iteration 58Q: 3 clusters Score -1240012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1240016.875000 Penalty: 4636.614258
	Iteration 59Q: 3 clusters Score -1240017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1240023.500000 Penalty: 4636.614258
	Iteration 60F: 3 clusters Score -1240024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1240022.250000 Penalty: 4636.614258
	Iteration 61Q: 3 clusters Score -1240022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1240025.875000 Penalty: 4636.614258
	Iteration 62Q: 3 clusters Score -1240026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1240027.625000 Penalty: 4636.614258
	Iteration 63Q: 3 clusters Score -1240028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1240025.500000 Penalty: 4636.614258
	Iteration 64Q: 3 clusters Score -1240026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1240026.125000 Penalty: 4636.614258
	Iteration 65Q: 3 clusters Score -1240026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1240031.000000 Penalty: 4636.614258
	Iteration 66Q: 3 clusters Score -1240031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1240036.375000 Penalty: 4636.614258
	Iteration 67Q: 3 clusters Score -1240036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1240044.125000 Penalty: 4636.614258
	Iteration 68Q: 3 clusters Score -1240044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1240053.000000 Penalty: 4636.614258
	Iteration 69Q: 3 clusters Score -1240053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1240059.625000 Penalty: 4636.614258
	Iteration 70Q: 3 clusters Score -1240060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1240058.750000 Penalty: 4636.614258
	Iteration 71Q: 3 clusters Score -1240059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1240060.750000 Penalty: 4636.614258
	Iteration 72Q: 3 clusters Score -1240061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1240065.625000 Penalty: 4636.614258
	Iteration 73Q: 3 clusters Score -1240066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1240070.250000 Penalty: 4636.614258
	Iteration 74Q: 3 clusters Score -1240070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1240069.000000 Penalty: 4636.614258
	Iteration 75Q: 3 clusters Score -1240069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1240078.125000 Penalty: 4636.614258
	Iteration 76Q: 3 clusters Score -1240078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1240082.375000 Penalty: 4636.614258
	Iteration 77Q: 3 clusters Score -1240082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1240086.750000 Penalty: 4636.614258
	Iteration 78Q: 3 clusters Score -1240087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1240092.250000 Penalty: 4636.614258
	Iteration 79Q: 3 clusters Score -1240092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1240095.875000 Penalty: 4636.614258
	Iteration 80F: 3 clusters Score -1240096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1240095.750000 Penalty: 4636.614258
	Iteration 81Q: 3 clusters Score -1240096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1240097.375000 Penalty: 4636.614258
	Iteration 82Q: 3 clusters Score -1240097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1240102.500000 Penalty: 4636.614258
	Iteration 83Q: 3 clusters Score -1240102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1240104.500000 Penalty: 4636.614258
	Iteration 84Q: 3 clusters Score -1240104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1240104.250000 Penalty: 4636.614258
	Iteration 85Q: 3 clusters Score -1240104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1240108.875000 Penalty: 4636.614258
	Iteration 86Q: 3 clusters Score -1240109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1240108.375000 Penalty: 4636.614258
	Iteration 87Q: 3 clusters Score -1240108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1240109.625000 Penalty: 4636.614258
	Iteration 88Q: 3 clusters Score -1240110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1240112.875000 Penalty: 4636.614258
	Iteration 89Q: 3 clusters Score -1240113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1240115.250000 Penalty: 4636.614258
	Iteration 90Q: 3 clusters Score -1240115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1240116.875000 Penalty: 4636.614258
	Iteration 91Q: 3 clusters Score -1240117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1240117.875000 Penalty: 4636.614258
	Iteration 92Q: 3 clusters Score -1240118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1240123.250000 Penalty: 4636.614258
	Iteration 93Q: 3 clusters Score -1240123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1240126.250000 Penalty: 4636.614258
	Iteration 94Q: 3 clusters Score -1240126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1240132.000000 Penalty: 4636.614258
	Iteration 95Q: 3 clusters Score -1240132 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1240134.500000 Penalty: 4636.614258
	Iteration 96Q: 3 clusters Score -1240134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1240143.625000 Penalty: 4636.614258
	Iteration 97Q: 3 clusters Score -1240144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1240141.625000 Penalty: 4636.614258
	Iteration 98Q: 3 clusters Score -1240142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1240149.500000 Penalty: 4636.614258
	Iteration 99Q: 3 clusters Score -1240150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1240154.625000 Penalty: 4636.614258
	Iteration 100F: 3 clusters Score -1240155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1240154.500000 Penalty: 4636.614258
	Iteration 101Q: 3 clusters Score -1240154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1240159.125000 Penalty: 4636.614258
	Iteration 102Q: 3 clusters Score -1240159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1240161.625000 Penalty: 4636.614258
	Iteration 103Q: 3 clusters Score -1240162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1240165.500000 Penalty: 4636.614258
	Iteration 104Q: 3 clusters Score -1240166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1240169.125000 Penalty: 4636.614258
	Iteration 105Q: 3 clusters Score -1240169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1240176.000000 Penalty: 4636.614258
	Iteration 106Q: 3 clusters Score -1240176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1240178.500000 Penalty: 4636.614258
	Iteration 107Q: 3 clusters Score -1240178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1240182.750000 Penalty: 4636.614258
	Iteration 108Q: 3 clusters Score -1240183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1240184.750000 Penalty: 4636.614258
	Iteration 109Q: 3 clusters Score -1240185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1240188.250000 Penalty: 4636.614258
	Iteration 110Q: 3 clusters Score -1240188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1240196.500000 Penalty: 4636.614258
	Iteration 111Q: 3 clusters Score -1240196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1240201.750000 Penalty: 4636.614258
	Iteration 112Q: 3 clusters Score -1240202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1240209.375000 Penalty: 4636.614258
	Iteration 113Q: 3 clusters Score -1240209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1240219.250000 Penalty: 4636.614258
	Iteration 114Q: 3 clusters Score -1240219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1240232.000000 Penalty: 4636.614258
	Iteration 115Q: 3 clusters Score -1240232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1240247.625000 Penalty: 4636.614258
	Iteration 116Q: 3 clusters Score -1240248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1240265.125000 Penalty: 4636.614258
	Iteration 117Q: 3 clusters Score -1240265 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1240276.875000 Penalty: 4636.614258
	Iteration 118Q: 3 clusters Score -1240277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1240288.625000 Penalty: 4636.614258
	Iteration 119Q: 3 clusters Score -1240289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1240298.375000 Penalty: 4636.614258
	Iteration 120F: 3 clusters Score -1240298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1240310.750000 Penalty: 4636.614258
	Iteration 121Q: 3 clusters Score -1240311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1240320.375000 Penalty: 4636.614258
	Iteration 122Q: 3 clusters Score -1240320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1240322.750000 Penalty: 4636.614258
	Iteration 123Q: 3 clusters Score -1240323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1240329.625000 Penalty: 4636.614258
	Iteration 124Q: 3 clusters Score -1240330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1240332.125000 Penalty: 4636.614258
	Iteration 125Q: 3 clusters Score -1240332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1240332.875000 Penalty: 4636.614258
	Iteration 126Q: 3 clusters Score -1240333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1240336.375000 Penalty: 4636.614258
	Iteration 127Q: 3 clusters Score -1240336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1240342.000000 Penalty: 4636.614258
	Iteration 128Q: 3 clusters Score -1240342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1240339.125000 Penalty: 4636.614258
	Iteration 129Q: 3 clusters Score -1240339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1240340.375000 Penalty: 4636.614258
	Iteration 130Q: 3 clusters Score -1240340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1240342.375000 Penalty: 4636.614258
	Iteration 131Q: 3 clusters Score -1240342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1240338.500000 Penalty: 4636.614258
	Iteration 132Q: 3 clusters Score -1240338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1240346.250000 Penalty: 4636.614258
	Iteration 133Q: 3 clusters Score -1240346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1240347.625000 Penalty: 4636.614258
	Iteration 134Q: 3 clusters Score -1240348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1240348.125000 Penalty: 4636.614258
	Iteration 135Q: 3 clusters Score -1240348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1240348.125000 Penalty: 4636.614258
	Iteration 136Q: 3 clusters Score -1240348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1240350.750000 Penalty: 4636.614258
	Iteration 137Q: 3 clusters Score -1240351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1240351.375000 Penalty: 4636.614258
	Iteration 138Q: 3 clusters Score -1240351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1240348.875000 Penalty: 4636.614258
	Iteration 139Q: 3 clusters Score -1240349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1240348.750000 Penalty: 4636.614258
	Iteration 140F: 3 clusters Score -1240349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1240349.625000 Penalty: 4636.614258
	Iteration 141Q: 3 clusters Score -1240350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1240350.500000 Penalty: 4636.614258
	Iteration 142Q: 3 clusters Score -1240350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1240352.000000 Penalty: 4636.614258
	Iteration 143Q: 3 clusters Score -1240352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1240354.250000 Penalty: 4636.614258
	Iteration 144Q: 3 clusters Score -1240354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1240354.875000 Penalty: 4636.614258
	Iteration 145Q: 3 clusters Score -1240355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1240357.125000 Penalty: 4636.614258
	Iteration 146Q: 3 clusters Score -1240357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1240358.250000 Penalty: 4636.614258
	Iteration 147Q: 3 clusters Score -1240358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1240357.500000 Penalty: 4636.614258
	Iteration 148Q: 3 clusters Score -1240358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1240358.750000 Penalty: 4636.614258
	Iteration 149Q: 3 clusters Score -1240359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1240358.375000 Penalty: 4636.614258
	Iteration 150Q: 3 clusters Score -1240358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1240358.375000 Penalty: 4636.614258
	Iteration 151F: 3 clusters Score -1240358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Entering Unmasked Estep 
Score: -250980.390625 Penalty: 1912.907837
	Iteration 0F: 2 clusters Score -250980.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -248176.265625 Penalty: 3825.815674
	Iteration 0F: 3 clusters Score -248176.3 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -248692.328125 Penalty: 3825.815674
	Iteration 1F: 3 clusters Score -248692.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -248833.593750 Penalty: 3825.815674
	Iteration 2F: 3 clusters Score -248833.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -248930.187500 Penalty: 3825.815674
	Iteration 3Q: 3 clusters Score -248930.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -248991.921875 Penalty: 3825.815674
	Iteration 4Q: 3 clusters Score -248991.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -249041.203125 Penalty: 3825.815674
	Iteration 5Q: 3 clusters Score -249041.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -249073.656250 Penalty: 3825.815674
	Iteration 6Q: 3 clusters Score -249073.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -249101.656250 Penalty: 3825.815674
	Iteration 7Q: 3 clusters Score -249101.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -249124.281250 Penalty: 3825.815674
	Iteration 8Q: 3 clusters Score -249124.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -249141.640625 Penalty: 3825.815674
	Iteration 9Q: 3 clusters Score -249141.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -249158.343750 Penalty: 3825.815674
	Iteration 10Q: 3 clusters Score -249158.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -249182.375000 Penalty: 3825.815674
	Iteration 11Q: 3 clusters Score -249182.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -249201.843750 Penalty: 3825.815674
	Iteration 12Q: 3 clusters Score -249201.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -249222.593750 Penalty: 3825.815674
	Iteration 13Q: 3 clusters Score -249222.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -249237.656250 Penalty: 3825.815674
	Iteration 14Q: 3 clusters Score -249237.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -249253.671875 Penalty: 3825.815674
	Iteration 15Q: 3 clusters Score -249253.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -249273.937500 Penalty: 3825.815674
	Iteration 16Q: 3 clusters Score -249273.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -249285.859375 Penalty: 3825.815674
	Iteration 17Q: 3 clusters Score -249285.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -249290.437500 Penalty: 3825.815674
	Iteration 18Q: 3 clusters Score -249290.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -249293.687500 Penalty: 3825.815674
	Iteration 19Q: 3 clusters Score -249293.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -249297.281250 Penalty: 3825.815674
	Iteration 20F: 3 clusters Score -249297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -249299.812500 Penalty: 3825.815674
	Iteration 21Q: 3 clusters Score -249299.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -249302.640625 Penalty: 3825.815674
	Iteration 22Q: 3 clusters Score -249302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -249304.078125 Penalty: 3825.815674
	Iteration 23Q: 3 clusters Score -249304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -249304.531250 Penalty: 3825.815674
	Iteration 24Q: 3 clusters Score -249304.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -249304.968750 Penalty: 3825.815674
	Iteration 25Q: 3 clusters Score -249305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -249304.968750 Penalty: 3825.815674
	Iteration 26F: 3 clusters Score -249305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Entering Unmasked Estep 
Score: -988296.812500 Penalty: 2237.236572
	Iteration 0F: 2 clusters Score -988296.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -981660.812500 Penalty: 4474.473145
	Iteration 0F: 3 clusters Score -981660.8 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -983430.062500 Penalty: 4474.473145
	Iteration 1F: 3 clusters Score -983430.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -983696.312500 Penalty: 4474.473145
	Iteration 2F: 3 clusters Score -983696.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -983886.937500 Penalty: 4474.473145
	Iteration 3F: 3 clusters Score -983886.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -984034.875000 Penalty: 4474.473145
	Iteration 4Q: 3 clusters Score -984034.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -984169.437500 Penalty: 4474.473145
	Iteration 5Q: 3 clusters Score -984169.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -984282.375000 Penalty: 4474.473145
	Iteration 6Q: 3 clusters Score -984282.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -984412.250000 Penalty: 4474.473145
	Iteration 7Q: 3 clusters Score -984412.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -984571.687500 Penalty: 4474.473145
	Iteration 8Q: 3 clusters Score -984571.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -984761.687500 Penalty: 4474.473145
	Iteration 9Q: 3 clusters Score -984761.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -985000.312500 Penalty: 4474.473145
	Iteration 10Q: 3 clusters Score -985000.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -985260.562500 Penalty: 4474.473145
	Iteration 11Q: 3 clusters Score -985260.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -985558.687500 Penalty: 4474.473145
	Iteration 12Q: 3 clusters Score -985558.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -985792.437500 Penalty: 4474.473145
	Iteration 13Q: 3 clusters Score -985792.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -985993.062500 Penalty: 4474.473145
	Iteration 14Q: 3 clusters Score -985993.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -986141.687500 Penalty: 4474.473145
	Iteration 15Q: 3 clusters Score -986141.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -986243.812500 Penalty: 4474.473145
	Iteration 16Q: 3 clusters Score -986243.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -986303.375000 Penalty: 4474.473145
	Iteration 17Q: 3 clusters Score -986303.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -986347.437500 Penalty: 4474.473145
	Iteration 18Q: 3 clusters Score -986347.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -986383.875000 Penalty: 4474.473145
	Iteration 19Q: 3 clusters Score -986383.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -986413.562500 Penalty: 4474.473145
	Iteration 20F: 3 clusters Score -986413.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -986444.437500 Penalty: 4474.473145
	Iteration 21Q: 3 clusters Score -986444.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -986461.625000 Penalty: 4474.473145
	Iteration 22Q: 3 clusters Score -986461.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -986470.687500 Penalty: 4474.473145
	Iteration 23Q: 3 clusters Score -986470.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -986480.062500 Penalty: 4474.473145
	Iteration 24Q: 3 clusters Score -986480.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -986486.687500 Penalty: 4474.473145
	Iteration 25Q: 3 clusters Score -986486.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -986496.187500 Penalty: 4474.473145
	Iteration 26Q: 3 clusters Score -986496.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -986500.000000 Penalty: 4474.473145
	Iteration 27Q: 3 clusters Score -986500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -986503.187500 Penalty: 4474.473145
	Iteration 28Q: 3 clusters Score -986503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -986507.312500 Penalty: 4474.473145
	Iteration 29Q: 3 clusters Score -986507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -986507.750000 Penalty: 4474.473145
	Iteration 30Q: 3 clusters Score -986507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -986510.687500 Penalty: 4474.473145
	Iteration 31Q: 3 clusters Score -986510.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -986512.375000 Penalty: 4474.473145
	Iteration 32Q: 3 clusters Score -986512.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -986514.562500 Penalty: 4474.473145
	Iteration 33Q: 3 clusters Score -986514.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -986515.687500 Penalty: 4474.473145
	Iteration 34Q: 3 clusters Score -986515.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -986516.250000 Penalty: 4474.473145
	Iteration 35Q: 3 clusters Score -986516.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -986516.500000 Penalty: 4474.473145
	Iteration 36Q: 3 clusters Score -986516.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -986519.937500 Penalty: 4474.473145
	Iteration 37Q: 3 clusters Score -986519.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -986520.875000 Penalty: 4474.473145
	Iteration 38Q: 3 clusters Score -986520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -986522.250000 Penalty: 4474.473145
	Iteration 39Q: 3 clusters Score -986522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -986521.375000 Penalty: 4474.473145
	Iteration 40F: 3 clusters Score -986521.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Entering Unmasked Estep 
Score: -520836.593750 Penalty: 2084.087158
	Iteration 0F: 2 clusters Score -520836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -516662.843750 Penalty: 4168.174316
	Iteration 0F: 3 clusters Score -516662.8 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -517624.125000 Penalty: 4168.174316
	Iteration 1F: 3 clusters Score -517624.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -517842.031250 Penalty: 4168.174316
	Iteration 2F: 3 clusters Score -517842 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -517949.000000 Penalty: 4168.174316
	Iteration 3Q: 3 clusters Score -517949 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -518013.312500 Penalty: 4168.174316
	Iteration 4Q: 3 clusters Score -518013.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -518058.531250 Penalty: 4168.174316
	Iteration 5Q: 3 clusters Score -518058.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -518091.718750 Penalty: 4168.174316
	Iteration 6Q: 3 clusters Score -518091.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -518129.250000 Penalty: 4168.174316
	Iteration 7Q: 3 clusters Score -518129.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -518169.968750 Penalty: 4168.174316
	Iteration 8Q: 3 clusters Score -518170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -518210.625000 Penalty: 4168.174316
	Iteration 9Q: 3 clusters Score -518210.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -518246.531250 Penalty: 4168.174316
	Iteration 10Q: 3 clusters Score -518246.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -518278.406250 Penalty: 4168.174316
	Iteration 11Q: 3 clusters Score -518278.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -518305.187500 Penalty: 4168.174316
	Iteration 12Q: 3 clusters Score -518305.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -518322.156250 Penalty: 4168.174316
	Iteration 13Q: 3 clusters Score -518322.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -518337.093750 Penalty: 4168.174316
	Iteration 14Q: 3 clusters Score -518337.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -518345.000000 Penalty: 4168.174316
	Iteration 15Q: 3 clusters Score -518345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -518354.937500 Penalty: 4168.174316
	Iteration 16Q: 3 clusters Score -518354.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -518368.593750 Penalty: 4168.174316
	Iteration 17Q: 3 clusters Score -518368.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -518379.468750 Penalty: 4168.174316
	Iteration 18Q: 3 clusters Score -518379.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -518384.531250 Penalty: 4168.174316
	Iteration 19Q: 3 clusters Score -518384.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -518396.343750 Penalty: 4168.174316
	Iteration 20F: 3 clusters Score -518396.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -518407.968750 Penalty: 4168.174316
	Iteration 21Q: 3 clusters Score -518408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -518416.531250 Penalty: 4168.174316
	Iteration 22Q: 3 clusters Score -518416.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -518425.250000 Penalty: 4168.174316
	Iteration 23Q: 3 clusters Score -518425.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -518433.250000 Penalty: 4168.174316
	Iteration 24Q: 3 clusters Score -518433.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -518440.218750 Penalty: 4168.174316
	Iteration 25Q: 3 clusters Score -518440.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -518449.406250 Penalty: 4168.174316
	Iteration 26Q: 3 clusters Score -518449.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -518451.968750 Penalty: 4168.174316
	Iteration 27Q: 3 clusters Score -518452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -518455.593750 Penalty: 4168.174316
	Iteration 28Q: 3 clusters Score -518455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -518457.625000 Penalty: 4168.174316
	Iteration 29Q: 3 clusters Score -518457.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -518460.125000 Penalty: 4168.174316
	Iteration 30Q: 3 clusters Score -518460.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -518464.843750 Penalty: 4168.174316
	Iteration 31Q: 3 clusters Score -518464.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -518470.750000 Penalty: 4168.174316
	Iteration 32Q: 3 clusters Score -518470.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -518475.250000 Penalty: 4168.174316
	Iteration 33Q: 3 clusters Score -518475.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -518481.593750 Penalty: 4168.174316
	Iteration 34Q: 3 clusters Score -518481.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -518489.375000 Penalty: 4168.174316
	Iteration 35Q: 3 clusters Score -518489.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -518494.937500 Penalty: 4168.174316
	Iteration 36Q: 3 clusters Score -518494.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -518501.812500 Penalty: 4168.174316
	Iteration 37Q: 3 clusters Score -518501.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -518509.750000 Penalty: 4168.174316
	Iteration 38Q: 3 clusters Score -518509.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -518518.750000 Penalty: 4168.174316
	Iteration 39Q: 3 clusters Score -518518.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -518527.906250 Penalty: 4168.174316
	Iteration 40F: 3 clusters Score -518527.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -518537.875000 Penalty: 4168.174316
	Iteration 41Q: 3 clusters Score -518537.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -518549.906250 Penalty: 4168.174316
	Iteration 42Q: 3 clusters Score -518549.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -518561.593750 Penalty: 4168.174316
	Iteration 43Q: 3 clusters Score -518561.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -518579.031250 Penalty: 4168.174316
	Iteration 44Q: 3 clusters Score -518579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -518594.687500 Penalty: 4168.174316
	Iteration 45Q: 3 clusters Score -518594.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -518606.812500 Penalty: 4168.174316
	Iteration 46Q: 3 clusters Score -518606.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -518622.218750 Penalty: 4168.174316
	Iteration 47Q: 3 clusters Score -518622.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -518638.375000 Penalty: 4168.174316
	Iteration 48Q: 3 clusters Score -518638.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -518658.531250 Penalty: 4168.174316
	Iteration 49Q: 3 clusters Score -518658.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -518678.875000 Penalty: 4168.174316
	Iteration 50Q: 3 clusters Score -518678.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -518697.593750 Penalty: 4168.174316
	Iteration 51Q: 3 clusters Score -518697.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -518718.562500 Penalty: 4168.174316
	Iteration 52Q: 3 clusters Score -518718.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -518740.156250 Penalty: 4168.174316
	Iteration 53Q: 3 clusters Score -518740.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -518757.562500 Penalty: 4168.174316
	Iteration 54Q: 3 clusters Score -518757.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -518775.187500 Penalty: 4168.174316
	Iteration 55Q: 3 clusters Score -518775.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -518793.250000 Penalty: 4168.174316
	Iteration 56Q: 3 clusters Score -518793.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -518814.093750 Penalty: 4168.174316
	Iteration 57Q: 3 clusters Score -518814.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -518830.687500 Penalty: 4168.174316
	Iteration 58Q: 3 clusters Score -518830.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -518841.125000 Penalty: 4168.174316
	Iteration 59Q: 3 clusters Score -518841.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -518855.031250 Penalty: 4168.174316
	Iteration 60F: 3 clusters Score -518855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -518866.125000 Penalty: 4168.174316
	Iteration 61Q: 3 clusters Score -518866.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -518877.968750 Penalty: 4168.174316
	Iteration 62Q: 3 clusters Score -518878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -518890.281250 Penalty: 4168.174316
	Iteration 63Q: 3 clusters Score -518890.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -518896.843750 Penalty: 4168.174316
	Iteration 64Q: 3 clusters Score -518896.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -518902.968750 Penalty: 4168.174316
	Iteration 65Q: 3 clusters Score -518903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -518906.031250 Penalty: 4168.174316
	Iteration 66Q: 3 clusters Score -518906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -518908.718750 Penalty: 4168.174316
	Iteration 67Q: 3 clusters Score -518908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -518911.875000 Penalty: 4168.174316
	Iteration 68Q: 3 clusters Score -518911.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -518915.312500 Penalty: 4168.174316
	Iteration 69Q: 3 clusters Score -518915.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -518920.062500 Penalty: 4168.174316
	Iteration 70Q: 3 clusters Score -518920.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -518925.062500 Penalty: 4168.174316
	Iteration 71Q: 3 clusters Score -518925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -518925.343750 Penalty: 4168.174316
	Iteration 72Q: 3 clusters Score -518925.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -518929.343750 Penalty: 4168.174316
	Iteration 73Q: 3 clusters Score -518929.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -518933.468750 Penalty: 4168.174316
	Iteration 74Q: 3 clusters Score -518933.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -518939.593750 Penalty: 4168.174316
	Iteration 75Q: 3 clusters Score -518939.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -518947.093750 Penalty: 4168.174316
	Iteration 76Q: 3 clusters Score -518947.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -518955.156250 Penalty: 4168.174316
	Iteration 77Q: 3 clusters Score -518955.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -518964.437500 Penalty: 4168.174316
	Iteration 78Q: 3 clusters Score -518964.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -518972.312500 Penalty: 4168.174316
	Iteration 79Q: 3 clusters Score -518972.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -518973.625000 Penalty: 4168.174316
	Iteration 80F: 3 clusters Score -518973.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -518975.218750 Penalty: 4168.174316
	Iteration 81Q: 3 clusters Score -518975.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -518976.312500 Penalty: 4168.174316
	Iteration 82Q: 3 clusters Score -518976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -518976.437500 Penalty: 4168.174316
	Iteration 83Q: 3 clusters Score -518976.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -518976.437500 Penalty: 4168.174316
	Iteration 84F: 3 clusters Score -518976.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -82846.484375 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -82846.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81106.039062 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -81106.04 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81530.320312 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -81530.32 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -81808.359375 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -81808.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81922.234375 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -81922.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81967.937500 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -81967.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82004.546875 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -82004.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82030.039062 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -82030.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82042.976562 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -82042.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82054.164062 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -82054.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82060.757812 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -82060.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82067.578125 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -82067.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82074.015625 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -82074.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82077.593750 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -82077.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82079.929688 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -82079.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82082.617188 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -82082.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82083.476562 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -82083.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82084.109375 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -82084.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82084.109375 Penalty: 3362.841309
	Iteration 17F: 3 clusters Score -82084.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Entering Unmasked Estep 
Score: -1767938.500000 Penalty: 2387.105469
	Iteration 0F: 2 clusters Score -1767938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1756990.500000 Penalty: 4774.210938
	Iteration 0F: 3 clusters Score -1756990 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1760535.750000 Penalty: 4774.210938
	Iteration 1F: 3 clusters Score -1760536 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1761050.250000 Penalty: 4774.210938
	Iteration 2F: 3 clusters Score -1761050 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1761574.625000 Penalty: 4774.210938
	Iteration 3F: 3 clusters Score -1761575 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1762152.000000 Penalty: 4774.210938
	Iteration 4F: 3 clusters Score -1762152 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1762861.000000 Penalty: 4774.210938
	Iteration 5F: 3 clusters Score -1762861 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1763617.625000 Penalty: 4774.210938
	Iteration 6F: 3 clusters Score -1763618 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1764370.125000 Penalty: 4774.210938
	Iteration 7F: 3 clusters Score -1764370 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1764969.000000 Penalty: 4774.210938
	Iteration 8F: 3 clusters Score -1764969 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1765353.125000 Penalty: 4774.210938
	Iteration 9Q: 3 clusters Score -1765353 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1765613.375000 Penalty: 4774.210938
	Iteration 10Q: 3 clusters Score -1765613 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1765810.125000 Penalty: 4774.210938
	Iteration 11Q: 3 clusters Score -1765810 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1765931.750000 Penalty: 4774.210938
	Iteration 12Q: 3 clusters Score -1765932 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1766023.000000 Penalty: 4774.210938
	Iteration 13Q: 3 clusters Score -1766023 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1766103.250000 Penalty: 4774.210938
	Iteration 14Q: 3 clusters Score -1766103 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1766169.875000 Penalty: 4774.210938
	Iteration 15Q: 3 clusters Score -1766170 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1766233.500000 Penalty: 4774.210938
	Iteration 16Q: 3 clusters Score -1766234 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1766290.750000 Penalty: 4774.210938
	Iteration 17Q: 3 clusters Score -1766291 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1766346.625000 Penalty: 4774.210938
	Iteration 18Q: 3 clusters Score -1766347 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1766395.500000 Penalty: 4774.210938
	Iteration 19Q: 3 clusters Score -1766396 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1766437.625000 Penalty: 4774.210938
	Iteration 20F: 3 clusters Score -1766438 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1766481.250000 Penalty: 4774.210938
	Iteration 21Q: 3 clusters Score -1766481 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1766514.000000 Penalty: 4774.210938
	Iteration 22Q: 3 clusters Score -1766514 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1766539.625000 Penalty: 4774.210938
	Iteration 23Q: 3 clusters Score -1766540 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1766565.375000 Penalty: 4774.210938
	Iteration 24Q: 3 clusters Score -1766565 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1766588.625000 Penalty: 4774.210938
	Iteration 25Q: 3 clusters Score -1766589 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1766610.125000 Penalty: 4774.210938
	Iteration 26Q: 3 clusters Score -1766610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1766621.625000 Penalty: 4774.210938
	Iteration 27Q: 3 clusters Score -1766622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1766633.375000 Penalty: 4774.210938
	Iteration 28Q: 3 clusters Score -1766633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1766638.500000 Penalty: 4774.210938
	Iteration 29Q: 3 clusters Score -1766638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1766642.750000 Penalty: 4774.210938
	Iteration 30Q: 3 clusters Score -1766643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1766645.750000 Penalty: 4774.210938
	Iteration 31Q: 3 clusters Score -1766646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1766647.750000 Penalty: 4774.210938
	Iteration 32Q: 3 clusters Score -1766648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1766653.375000 Penalty: 4774.210938
	Iteration 33Q: 3 clusters Score -1766653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1766658.500000 Penalty: 4774.210938
	Iteration 34Q: 3 clusters Score -1766658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1766661.875000 Penalty: 4774.210938
	Iteration 35Q: 3 clusters Score -1766662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1766662.500000 Penalty: 4774.210938
	Iteration 36Q: 3 clusters Score -1766662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1766660.500000 Penalty: 4774.210938
	Iteration 37Q: 3 clusters Score -1766660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1766662.000000 Penalty: 4774.210938
	Iteration 38Q: 3 clusters Score -1766662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1766667.875000 Penalty: 4774.210938
	Iteration 39Q: 3 clusters Score -1766668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1766669.125000 Penalty: 4774.210938
	Iteration 40F: 3 clusters Score -1766669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1766667.750000 Penalty: 4774.210938
	Iteration 41Q: 3 clusters Score -1766668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1766669.500000 Penalty: 4774.210938
	Iteration 42Q: 3 clusters Score -1766670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1766671.750000 Penalty: 4774.210938
	Iteration 43Q: 3 clusters Score -1766672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1766675.500000 Penalty: 4774.210938
	Iteration 44Q: 3 clusters Score -1766676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1766674.125000 Penalty: 4774.210938
	Iteration 45Q: 3 clusters Score -1766674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1766675.375000 Penalty: 4774.210938
	Iteration 46Q: 3 clusters Score -1766675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1766676.625000 Penalty: 4774.210938
	Iteration 47Q: 3 clusters Score -1766677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1766676.750000 Penalty: 4774.210938
	Iteration 48Q: 3 clusters Score -1766677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1766677.250000 Penalty: 4774.210938
	Iteration 49Q: 3 clusters Score -1766677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1766677.375000 Penalty: 4774.210938
	Iteration 50Q: 3 clusters Score -1766677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1766677.500000 Penalty: 4774.210938
	Iteration 51Q: 3 clusters Score -1766678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1766677.500000 Penalty: 4774.210938
	Iteration 52F: 3 clusters Score -1766678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (110654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110654 members 
Entering Unmasked Estep 
Score: -13264223.000000 Penalty: 2880.312500
	Iteration 0F: 2 clusters Score -1.326422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -13190201.000000 Penalty: 5760.625000
	Iteration 0F: 3 clusters Score -1.31902e+07 nChanged 52362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -13220391.000000 Penalty: 5760.625000
	Iteration 1F: 3 clusters Score -1.322039e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -13221337.000000 Penalty: 5760.625000
	Iteration 2Q: 3 clusters Score -1.322134e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -13222291.000000 Penalty: 5760.625000
	Iteration 3Q: 3 clusters Score -1.322229e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61205 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -13223513.000000 Penalty: 5760.625000
	Iteration 4Q: 3 clusters Score -1.322351e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -13225454.000000 Penalty: 5760.625000
	Iteration 5Q: 3 clusters Score -1.322545e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69220 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -13228463.000000 Penalty: 5760.625000
	Iteration 6F: 3 clusters Score -1.322846e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -13232936.000000 Penalty: 5760.625000
	Iteration 7F: 3 clusters Score -1.323294e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82854 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -13239068.000000 Penalty: 5760.625000
	Iteration 8F: 3 clusters Score -1.323907e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90608 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -13245960.000000 Penalty: 5760.625000
	Iteration 9F: 3 clusters Score -1.324596e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -13252022.000000 Penalty: 5760.625000
	Iteration 10F: 3 clusters Score -1.325202e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -13256312.000000 Penalty: 5760.625000
	Iteration 11Q: 3 clusters Score -1.325631e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105157 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -13258862.000000 Penalty: 5760.625000
	Iteration 12Q: 3 clusters Score -1.325886e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106960 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -13260374.000000 Penalty: 5760.625000
	Iteration 13Q: 3 clusters Score -1.326037e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107971 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -13261114.000000 Penalty: 5760.625000
	Iteration 14Q: 3 clusters Score -1.326111e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -13261591.000000 Penalty: 5760.625000
	Iteration 15Q: 3 clusters Score -1.326159e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108890 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -13261893.000000 Penalty: 5760.625000
	Iteration 16Q: 3 clusters Score -1.326189e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109093 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -13262073.000000 Penalty: 5760.625000
	Iteration 17Q: 3 clusters Score -1.326207e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109208 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13262155.000000 Penalty: 5760.625000
	Iteration 18Q: 3 clusters Score -1.326216e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109281 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -13262232.000000 Penalty: 5760.625000
	Iteration 19Q: 3 clusters Score -1.326223e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109339 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -13262294.000000 Penalty: 5760.625000
	Iteration 20F: 3 clusters Score -1.326229e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109383 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -13262286.000000 Penalty: 5760.625000
	Iteration 21Q: 3 clusters Score -1.326229e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109409 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -13262318.000000 Penalty: 5760.625000
	Iteration 22Q: 3 clusters Score -1.326232e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109424 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -13262337.000000 Penalty: 5760.625000
	Iteration 23Q: 3 clusters Score -1.326234e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109428 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13262362.000000 Penalty: 5760.625000
	Iteration 24Q: 3 clusters Score -1.326236e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109432 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -13262354.000000 Penalty: 5760.625000
	Iteration 25Q: 3 clusters Score -1.326235e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109434 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -13262361.000000 Penalty: 5760.625000
	Iteration 26Q: 3 clusters Score -1.326236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109440 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -13262361.000000 Penalty: 5760.625000
	Iteration 27Q: 3 clusters Score -1.326236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109441 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -13262366.000000 Penalty: 5760.625000
	Iteration 28Q: 3 clusters Score -1.326237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109444 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -13262380.000000 Penalty: 5760.625000
	Iteration 29Q: 3 clusters Score -1.326238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109446 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -13262384.000000 Penalty: 5760.625000
	Iteration 30Q: 3 clusters Score -1.326238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109448 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13262384.000000 Penalty: 5760.625000
	Iteration 31Q: 3 clusters Score -1.326238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -13262379.000000 Penalty: 5760.625000
	Iteration 32Q: 3 clusters Score -1.326238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109454 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -13262384.000000 Penalty: 5760.625000
	Iteration 33Q: 3 clusters Score -1.326238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13262383.000000 Penalty: 5760.625000
	Iteration 34Q: 3 clusters Score -1.326238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109454 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -13262397.000000 Penalty: 5760.625000
	Iteration 35Q: 3 clusters Score -1.32624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109457 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13262393.000000 Penalty: 5760.625000
	Iteration 36Q: 3 clusters Score -1.326239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -13262398.000000 Penalty: 5760.625000
	Iteration 37Q: 3 clusters Score -1.32624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109459 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13262399.000000 Penalty: 5760.625000
	Iteration 38Q: 3 clusters Score -1.32624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109461 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13262402.000000 Penalty: 5760.625000
	Iteration 39Q: 3 clusters Score -1.32624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109462 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -13262399.000000 Penalty: 5760.625000
	Iteration 40F: 3 clusters Score -1.32624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109462 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -13262404.000000 Penalty: 5760.625000
	Iteration 41Q: 3 clusters Score -1.32624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109461 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13262397.000000 Penalty: 5760.625000
	Iteration 42Q: 3 clusters Score -1.32624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -13262402.000000 Penalty: 5760.625000
	Iteration 43Q: 3 clusters Score -1.32624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109457 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13262400.000000 Penalty: 5760.625000
	Iteration 44Q: 3 clusters Score -1.32624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -13262399.000000 Penalty: 5760.625000
	Iteration 45Q: 3 clusters Score -1.32624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -13262397.000000 Penalty: 5760.625000
	Iteration 46Q: 3 clusters Score -1.32624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109454 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -13262409.000000 Penalty: 5760.625000
	Iteration 47Q: 3 clusters Score -1.326241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109453 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -13262409.000000 Penalty: 5760.625000
	Iteration 48Q: 3 clusters Score -1.326241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13262412.000000 Penalty: 5760.625000
	Iteration 49Q: 3 clusters Score -1.326241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109457 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13262425.000000 Penalty: 5760.625000
	Iteration 50Q: 3 clusters Score -1.326242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109457 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13262420.000000 Penalty: 5760.625000
	Iteration 51Q: 3 clusters Score -1.326242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -13262428.000000 Penalty: 5760.625000
	Iteration 52Q: 3 clusters Score -1.326243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -13262439.000000 Penalty: 5760.625000
	Iteration 53Q: 3 clusters Score -1.326244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -13262438.000000 Penalty: 5760.625000
	Iteration 54Q: 3 clusters Score -1.326244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13262437.000000 Penalty: 5760.625000
	Iteration 55Q: 3 clusters Score -1.326244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13262437.000000 Penalty: 5760.625000
	Iteration 56F: 3 clusters Score -1.326244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (150206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150206 members 
Entering Unmasked Estep 
Score: -17928862.000000 Penalty: 2956.101074
	Iteration 0F: 2 clusters Score -1.792886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -17828122.000000 Penalty: 5912.202148
	Iteration 0F: 3 clusters Score -1.782812e+07 nChanged 72035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -17870310.000000 Penalty: 5912.202148
	Iteration 1F: 3 clusters Score -1.787031e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -17871948.000000 Penalty: 5912.202148
	Iteration 2Q: 3 clusters Score -1.787195e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 88619 members 
Entering Unmasked Estep 
Score: -17874706.000000 Penalty: 5912.202148
	Iteration 3Q: 3 clusters Score -1.787471e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -17879154.000000 Penalty: 5912.202148
	Iteration 4F: 3 clusters Score -1.787915e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -17886278.000000 Penalty: 5912.202148
	Iteration 5F: 3 clusters Score -1.788628e+07 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 117818 members 
Entering Unmasked Estep 
Score: -17896552.000000 Penalty: 5912.202148
	Iteration 6F: 3 clusters Score -1.789655e+07 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 129833 members 
Entering Unmasked Estep 
Score: -17907964.000000 Penalty: 5912.202148
	Iteration 7F: 3 clusters Score -1.790796e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 139412 members 
Entering Unmasked Estep 
Score: -17917326.000000 Penalty: 5912.202148
	Iteration 8F: 3 clusters Score -1.791733e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 145163 members 
Entering Unmasked Estep 
Score: -17922716.000000 Penalty: 5912.202148
	Iteration 9Q: 3 clusters Score -1.792272e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 147843 members 
Entering Unmasked Estep 
Score: -17924880.000000 Penalty: 5912.202148
	Iteration 10Q: 3 clusters Score -1.792488e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 148959 members 
Entering Unmasked Estep 
Score: -17925730.000000 Penalty: 5912.202148
	Iteration 11Q: 3 clusters Score -1.792573e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 149393 members 
Entering Unmasked Estep 
Score: -17926024.000000 Penalty: 5912.202148
	Iteration 12Q: 3 clusters Score -1.792602e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 149571 members 
Entering Unmasked Estep 
Score: -17926140.000000 Penalty: 5912.202148
	Iteration 13Q: 3 clusters Score -1.792614e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 149650 members 
Entering Unmasked Estep 
Score: -17926246.000000 Penalty: 5912.202148
	Iteration 14Q: 3 clusters Score -1.792625e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 149696 members 
Entering Unmasked Estep 
Score: -17926316.000000 Penalty: 5912.202148
	Iteration 15Q: 3 clusters Score -1.792632e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 149722 members 
Entering Unmasked Estep 
Score: -17926314.000000 Penalty: 5912.202148
	Iteration 16Q: 3 clusters Score -1.792631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 149735 members 
Entering Unmasked Estep 
Score: -17926324.000000 Penalty: 5912.202148
	Iteration 17Q: 3 clusters Score -1.792632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 149743 members 
Entering Unmasked Estep 
Score: -17926362.000000 Penalty: 5912.202148
	Iteration 18Q: 3 clusters Score -1.792636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 149750 members 
Entering Unmasked Estep 
Score: -17926360.000000 Penalty: 5912.202148
	Iteration 19Q: 3 clusters Score -1.792636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 149757 members 
Entering Unmasked Estep 
Score: -17926360.000000 Penalty: 5912.202148
	Iteration 20F: 3 clusters Score -1.792636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 149759 members 
Entering Unmasked Estep 
Score: -17926364.000000 Penalty: 5912.202148
	Iteration 21Q: 3 clusters Score -1.792636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 149766 members 
Entering Unmasked Estep 
Score: -17926374.000000 Penalty: 5912.202148
	Iteration 22Q: 3 clusters Score -1.792637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 149771 members 
Entering Unmasked Estep 
Score: -17926382.000000 Penalty: 5912.202148
	Iteration 23Q: 3 clusters Score -1.792638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 149772 members 
Entering Unmasked Estep 
Score: -17926380.000000 Penalty: 5912.202148
	Iteration 24Q: 3 clusters Score -1.792638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 149774 members 
Entering Unmasked Estep 
Score: -17926380.000000 Penalty: 5912.202148
	Iteration 25Q: 3 clusters Score -1.792638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 149776 members 
Entering Unmasked Estep 
Score: -17926388.000000 Penalty: 5912.202148
	Iteration 26Q: 3 clusters Score -1.792639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 149778 members 
Entering Unmasked Estep 
Score: -17926388.000000 Penalty: 5912.202148
	Iteration 27Q: 3 clusters Score -1.792639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 149777 members 
Entering Unmasked Estep 
Score: -17926392.000000 Penalty: 5912.202148
	Iteration 28Q: 3 clusters Score -1.792639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 149777 members 
Entering Unmasked Estep 
Score: -17926392.000000 Penalty: 5912.202148
	Iteration 29F: 3 clusters Score -1.792639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (163747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Entering Unmasked Estep 
Score: -19642444.000000 Penalty: 2977.507324
	Iteration 0F: 2 clusters Score -1.964244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81647 members 
Mstep: Class 2 contains 82100 members 
Entering Unmasked Estep 
Score: -19537268.000000 Penalty: 5955.014648
	Iteration 0F: 3 clusters Score -1.953727e+07 nChanged 78441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -19582580.000000 Penalty: 5955.014648
	Iteration 1F: 3 clusters Score -1.958258e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 87120 members 
Entering Unmasked Estep 
Score: -19583446.000000 Penalty: 5955.014648
	Iteration 2Q: 3 clusters Score -1.958345e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 90648 members 
Entering Unmasked Estep 
Score: -19584542.000000 Penalty: 5955.014648
	Iteration 3Q: 3 clusters Score -1.958454e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -19586650.000000 Penalty: 5955.014648
	Iteration 4Q: 3 clusters Score -1.958665e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 104415 members 
Entering Unmasked Estep 
Score: -19590752.000000 Penalty: 5955.014648
	Iteration 5F: 3 clusters Score -1.959075e+07 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 116397 members 
Entering Unmasked Estep 
Score: -19598912.000000 Penalty: 5955.014648
	Iteration 6F: 3 clusters Score -1.959891e+07 nChanged 15566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 131827 members 
Entering Unmasked Estep 
Score: -19613168.000000 Penalty: 5955.014648
	Iteration 7F: 3 clusters Score -1.961317e+07 nChanged 15401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 147046 members 
Entering Unmasked Estep 
Score: -19628886.000000 Penalty: 5955.014648
	Iteration 8F: 3 clusters Score -1.962889e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 156887 members 
Entering Unmasked Estep 
Score: -19637216.000000 Penalty: 5955.014648
	Iteration 9F: 3 clusters Score -1.963722e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 160913 members 
Entering Unmasked Estep 
Score: -19639874.000000 Penalty: 5955.014648
	Iteration 10Q: 3 clusters Score -1.963987e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 162112 members 
Entering Unmasked Estep 
Score: -19640484.000000 Penalty: 5955.014648
	Iteration 11Q: 3 clusters Score -1.964048e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 162458 members 
Entering Unmasked Estep 
Score: -19640782.000000 Penalty: 5955.014648
	Iteration 12Q: 3 clusters Score -1.964078e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 162572 members 
Entering Unmasked Estep 
Score: -19640936.000000 Penalty: 5955.014648
	Iteration 13Q: 3 clusters Score -1.964094e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 162629 members 
Entering Unmasked Estep 
Score: -19641014.000000 Penalty: 5955.014648
	Iteration 14Q: 3 clusters Score -1.964101e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 162657 members 
Entering Unmasked Estep 
Score: -19641032.000000 Penalty: 5955.014648
	Iteration 15Q: 3 clusters Score -1.964103e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 162667 members 
Entering Unmasked Estep 
Score: -19641054.000000 Penalty: 5955.014648
	Iteration 16Q: 3 clusters Score -1.964105e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 162676 members 
Entering Unmasked Estep 
Score: -19641068.000000 Penalty: 5955.014648
	Iteration 17Q: 3 clusters Score -1.964107e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 162674 members 
Entering Unmasked Estep 
Score: -19641060.000000 Penalty: 5955.014648
	Iteration 18Q: 3 clusters Score -1.964106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 162660 members 
Entering Unmasked Estep 
Score: -19641084.000000 Penalty: 5955.014648
	Iteration 19Q: 3 clusters Score -1.964108e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 162645 members 
Entering Unmasked Estep 
Score: -19641126.000000 Penalty: 5955.014648
	Iteration 20F: 3 clusters Score -1.964113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 162633 members 
Entering Unmasked Estep 
Score: -19641144.000000 Penalty: 5955.014648
	Iteration 21Q: 3 clusters Score -1.964114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 162627 members 
Entering Unmasked Estep 
Score: -19641162.000000 Penalty: 5955.014648
	Iteration 22Q: 3 clusters Score -1.964116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 162621 members 
Entering Unmasked Estep 
Score: -19641180.000000 Penalty: 5955.014648
	Iteration 23Q: 3 clusters Score -1.964118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 162616 members 
Entering Unmasked Estep 
Score: -19641190.000000 Penalty: 5955.014648
	Iteration 24Q: 3 clusters Score -1.964119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 162611 members 
Entering Unmasked Estep 
Score: -19641190.000000 Penalty: 5955.014648
	Iteration 25Q: 3 clusters Score -1.964119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 162608 members 
Entering Unmasked Estep 
Score: -19641194.000000 Penalty: 5955.014648
	Iteration 26Q: 3 clusters Score -1.964119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 162597 members 
Entering Unmasked Estep 
Score: -19641196.000000 Penalty: 5955.014648
	Iteration 27Q: 3 clusters Score -1.96412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 162596 members 
Entering Unmasked Estep 
Score: -19641202.000000 Penalty: 5955.014648
	Iteration 28Q: 3 clusters Score -1.96412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 162592 members 
Entering Unmasked Estep 
Score: -19641184.000000 Penalty: 5955.014648
	Iteration 29Q: 3 clusters Score -1.964118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 162588 members 
Entering Unmasked Estep 
Score: -19641184.000000 Penalty: 5955.014648
	Iteration 30Q: 3 clusters Score -1.964118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 162587 members 
Entering Unmasked Estep 
Score: -19641182.000000 Penalty: 5955.014648
	Iteration 31Q: 3 clusters Score -1.964118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 162584 members 
Entering Unmasked Estep 
Score: -19641182.000000 Penalty: 5955.014648
	Iteration 32Q: 3 clusters Score -1.964118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 162582 members 
Entering Unmasked Estep 
Score: -19641180.000000 Penalty: 5955.014648
	Iteration 33Q: 3 clusters Score -1.964118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 162581 members 
Entering Unmasked Estep 
Score: -19641190.000000 Penalty: 5955.014648
	Iteration 34Q: 3 clusters Score -1.964119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 162580 members 
Entering Unmasked Estep 
Score: -19641186.000000 Penalty: 5955.014648
	Iteration 35Q: 3 clusters Score -1.964119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 162581 members 
Entering Unmasked Estep 
Score: -19641190.000000 Penalty: 5955.014648
	Iteration 36Q: 3 clusters Score -1.964119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 162582 members 
Entering Unmasked Estep 
Score: -19641188.000000 Penalty: 5955.014648
	Iteration 37Q: 3 clusters Score -1.964119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 162582 members 
Entering Unmasked Estep 
Score: -19641188.000000 Penalty: 5955.014648
	Iteration 38F: 3 clusters Score -1.964119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Entering Unmasked Estep 
Score: -7778734.500000 Penalty: 2748.271973
	Iteration 0F: 2 clusters Score -7778734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -7735399.000000 Penalty: 5496.543945
	Iteration 0F: 3 clusters Score -7735399 nChanged 30227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -7752459.000000 Penalty: 5496.543945
	Iteration 1F: 3 clusters Score -7752459 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -7753353.500000 Penalty: 5496.543945
	Iteration 2Q: 3 clusters Score -7753354 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -7754218.000000 Penalty: 5496.543945
	Iteration 3Q: 3 clusters Score -7754218 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -7755171.500000 Penalty: 5496.543945
	Iteration 4Q: 3 clusters Score -7755172 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -7756391.000000 Penalty: 5496.543945
	Iteration 5Q: 3 clusters Score -7756391 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -7757906.500000 Penalty: 5496.543945
	Iteration 6F: 3 clusters Score -7757906 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -7759707.000000 Penalty: 5496.543945
	Iteration 7F: 3 clusters Score -7759707 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -7761980.500000 Penalty: 5496.543945
	Iteration 8F: 3 clusters Score -7761980 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -7764547.000000 Penalty: 5496.543945
	Iteration 9F: 3 clusters Score -7764547 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -7767132.000000 Penalty: 5496.543945
	Iteration 10F: 3 clusters Score -7767132 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -7769091.500000 Penalty: 5496.543945
	Iteration 11Q: 3 clusters Score -7769092 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -7770200.000000 Penalty: 5496.543945
	Iteration 12Q: 3 clusters Score -7770200 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -7770806.000000 Penalty: 5496.543945
	Iteration 13Q: 3 clusters Score -7770806 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -7771186.000000 Penalty: 5496.543945
	Iteration 14Q: 3 clusters Score -7771186 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -7771483.000000 Penalty: 5496.543945
	Iteration 15Q: 3 clusters Score -7771483 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -7771764.000000 Penalty: 5496.543945
	Iteration 16Q: 3 clusters Score -7771764 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -7772077.000000 Penalty: 5496.543945
	Iteration 17Q: 3 clusters Score -7772077 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -7772420.500000 Penalty: 5496.543945
	Iteration 18Q: 3 clusters Score -7772420 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -7772647.500000 Penalty: 5496.543945
	Iteration 19Q: 3 clusters Score -7772648 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -7772954.500000 Penalty: 5496.543945
	Iteration 20F: 3 clusters Score -7772954 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -7773242.000000 Penalty: 5496.543945
	Iteration 21Q: 3 clusters Score -7773242 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -7773508.500000 Penalty: 5496.543945
	Iteration 22Q: 3 clusters Score -7773508 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -7773812.500000 Penalty: 5496.543945
	Iteration 23Q: 3 clusters Score -7773812 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -7774076.500000 Penalty: 5496.543945
	Iteration 24Q: 3 clusters Score -7774076 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -7774294.000000 Penalty: 5496.543945
	Iteration 25Q: 3 clusters Score -7774294 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -7774526.000000 Penalty: 5496.543945
	Iteration 26Q: 3 clusters Score -7774526 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -7774725.500000 Penalty: 5496.543945
	Iteration 27Q: 3 clusters Score -7774726 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -7774912.000000 Penalty: 5496.543945
	Iteration 28Q: 3 clusters Score -7774912 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -7775077.500000 Penalty: 5496.543945
	Iteration 29Q: 3 clusters Score -7775078 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -7775214.500000 Penalty: 5496.543945
	Iteration 30Q: 3 clusters Score -7775214 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -7775385.500000 Penalty: 5496.543945
	Iteration 31Q: 3 clusters Score -7775386 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -7775523.000000 Penalty: 5496.543945
	Iteration 32Q: 3 clusters Score -7775523 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61455 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -7775622.000000 Penalty: 5496.543945
	Iteration 33Q: 3 clusters Score -7775622 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -7775706.500000 Penalty: 5496.543945
	Iteration 34Q: 3 clusters Score -7775706 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -7775809.000000 Penalty: 5496.543945
	Iteration 35Q: 3 clusters Score -7775809 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7775909.500000 Penalty: 5496.543945
	Iteration 36Q: 3 clusters Score -7775910 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7776006.500000 Penalty: 5496.543945
	Iteration 37Q: 3 clusters Score -7776006 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7776054.000000 Penalty: 5496.543945
	Iteration 38Q: 3 clusters Score -7776054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -7776115.000000 Penalty: 5496.543945
	Iteration 39Q: 3 clusters Score -7776115 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7776171.500000 Penalty: 5496.543945
	Iteration 40F: 3 clusters Score -7776172 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7776218.500000 Penalty: 5496.543945
	Iteration 41Q: 3 clusters Score -7776218 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -7776241.000000 Penalty: 5496.543945
	Iteration 42Q: 3 clusters Score -7776241 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7776294.500000 Penalty: 5496.543945
	Iteration 43Q: 3 clusters Score -7776294 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7776323.500000 Penalty: 5496.543945
	Iteration 44Q: 3 clusters Score -7776324 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7776331.000000 Penalty: 5496.543945
	Iteration 45Q: 3 clusters Score -7776331 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7776375.000000 Penalty: 5496.543945
	Iteration 46Q: 3 clusters Score -7776375 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7776412.000000 Penalty: 5496.543945
	Iteration 47Q: 3 clusters Score -7776412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7776435.000000 Penalty: 5496.543945
	Iteration 48Q: 3 clusters Score -7776435 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7776457.500000 Penalty: 5496.543945
	Iteration 49Q: 3 clusters Score -7776458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7776486.000000 Penalty: 5496.543945
	Iteration 50Q: 3 clusters Score -7776486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7776516.000000 Penalty: 5496.543945
	Iteration 51Q: 3 clusters Score -7776516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7776521.500000 Penalty: 5496.543945
	Iteration 52Q: 3 clusters Score -7776522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7776540.000000 Penalty: 5496.543945
	Iteration 53Q: 3 clusters Score -7776540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7776557.500000 Penalty: 5496.543945
	Iteration 54Q: 3 clusters Score -7776558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7776564.500000 Penalty: 5496.543945
	Iteration 55Q: 3 clusters Score -7776564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7776563.500000 Penalty: 5496.543945
	Iteration 56Q: 3 clusters Score -7776564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7776565.500000 Penalty: 5496.543945
	Iteration 57Q: 3 clusters Score -7776566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7776572.500000 Penalty: 5496.543945
	Iteration 58Q: 3 clusters Score -7776572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7776571.500000 Penalty: 5496.543945
	Iteration 59Q: 3 clusters Score -7776572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7776566.000000 Penalty: 5496.543945
	Iteration 60F: 3 clusters Score -7776566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7776558.500000 Penalty: 5496.543945
	Iteration 61Q: 3 clusters Score -7776558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7776560.500000 Penalty: 5496.543945
	Iteration 62Q: 3 clusters Score -7776560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7776560.000000 Penalty: 5496.543945
	Iteration 63Q: 3 clusters Score -7776560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7776563.000000 Penalty: 5496.543945
	Iteration 64Q: 3 clusters Score -7776563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7776564.500000 Penalty: 5496.543945
	Iteration 65Q: 3 clusters Score -7776564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7776562.500000 Penalty: 5496.543945
	Iteration 66Q: 3 clusters Score -7776562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7776566.500000 Penalty: 5496.543945
	Iteration 67Q: 3 clusters Score -7776566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63979 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7776571.500000 Penalty: 5496.543945
	Iteration 68Q: 3 clusters Score -7776572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7776571.500000 Penalty: 5496.543945
	Iteration 69Q: 3 clusters Score -7776572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7776568.500000 Penalty: 5496.543945
	Iteration 70Q: 3 clusters Score -7776568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7776573.000000 Penalty: 5496.543945
	Iteration 71Q: 3 clusters Score -7776573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7776571.000000 Penalty: 5496.543945
	Iteration 72Q: 3 clusters Score -7776571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7776567.500000 Penalty: 5496.543945
	Iteration 73Q: 3 clusters Score -7776568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7776568.500000 Penalty: 5496.543945
	Iteration 74Q: 3 clusters Score -7776568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7776572.000000 Penalty: 5496.543945
	Iteration 75Q: 3 clusters Score -7776572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7776571.000000 Penalty: 5496.543945
	Iteration 76Q: 3 clusters Score -7776571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7776578.500000 Penalty: 5496.543945
	Iteration 77Q: 3 clusters Score -7776578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7776581.500000 Penalty: 5496.543945
	Iteration 78Q: 3 clusters Score -7776582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7776581.500000 Penalty: 5496.543945
	Iteration 79F: 3 clusters Score -7776582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (94556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94556 members 
Entering Unmasked Estep 
Score: -11290820.000000 Penalty: 2841.322998
	Iteration 0F: 2 clusters Score -1.129082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -11227735.000000 Penalty: 5682.645996
	Iteration 0F: 3 clusters Score -1.122774e+07 nChanged 44673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -11252858.000000 Penalty: 5682.645996
	Iteration 1F: 3 clusters Score -1.125286e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -11253532.000000 Penalty: 5682.645996
	Iteration 2Q: 3 clusters Score -1.125353e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -11254363.000000 Penalty: 5682.645996
	Iteration 3Q: 3 clusters Score -1.125436e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -11255506.000000 Penalty: 5682.645996
	Iteration 4Q: 3 clusters Score -1.125551e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -11257100.000000 Penalty: 5682.645996
	Iteration 5Q: 3 clusters Score -1.12571e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -11259978.000000 Penalty: 5682.645996
	Iteration 6F: 3 clusters Score -1.125998e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -11264300.000000 Penalty: 5682.645996
	Iteration 7F: 3 clusters Score -1.12643e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 71583 members 
Entering Unmasked Estep 
Score: -11270210.000000 Penalty: 5682.645996
	Iteration 8F: 3 clusters Score -1.127021e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -11276454.000000 Penalty: 5682.645996
	Iteration 9F: 3 clusters Score -1.127645e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 84127 members 
Entering Unmasked Estep 
Score: -11281692.000000 Penalty: 5682.645996
	Iteration 10F: 3 clusters Score -1.128169e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -11285104.000000 Penalty: 5682.645996
	Iteration 11Q: 3 clusters Score -1.12851e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 90634 members 
Entering Unmasked Estep 
Score: -11286986.000000 Penalty: 5682.645996
	Iteration 12Q: 3 clusters Score -1.128699e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 91955 members 
Entering Unmasked Estep 
Score: -11287911.000000 Penalty: 5682.645996
	Iteration 13Q: 3 clusters Score -1.128791e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 92675 members 
Entering Unmasked Estep 
Score: -11288401.000000 Penalty: 5682.645996
	Iteration 14Q: 3 clusters Score -1.12884e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 93005 members 
Entering Unmasked Estep 
Score: -11288568.000000 Penalty: 5682.645996
	Iteration 15Q: 3 clusters Score -1.128857e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 93199 members 
Entering Unmasked Estep 
Score: -11288647.000000 Penalty: 5682.645996
	Iteration 16Q: 3 clusters Score -1.128865e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -11288689.000000 Penalty: 5682.645996
	Iteration 17Q: 3 clusters Score -1.128869e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 93378 members 
Entering Unmasked Estep 
Score: -11288742.000000 Penalty: 5682.645996
	Iteration 18Q: 3 clusters Score -1.128874e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -11288764.000000 Penalty: 5682.645996
	Iteration 19Q: 3 clusters Score -1.128876e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -11288771.000000 Penalty: 5682.645996
	Iteration 20F: 3 clusters Score -1.128877e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -11288791.000000 Penalty: 5682.645996
	Iteration 21Q: 3 clusters Score -1.128879e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -11288803.000000 Penalty: 5682.645996
	Iteration 22Q: 3 clusters Score -1.12888e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -11288799.000000 Penalty: 5682.645996
	Iteration 23Q: 3 clusters Score -1.12888e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 93555 members 
Entering Unmasked Estep 
Score: -11288805.000000 Penalty: 5682.645996
	Iteration 24Q: 3 clusters Score -1.12888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -11288818.000000 Penalty: 5682.645996
	Iteration 25Q: 3 clusters Score -1.128882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -11288816.000000 Penalty: 5682.645996
	Iteration 26Q: 3 clusters Score -1.128882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -11288816.000000 Penalty: 5682.645996
	Iteration 27Q: 3 clusters Score -1.128882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -11288835.000000 Penalty: 5682.645996
	Iteration 28Q: 3 clusters Score -1.128884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -11288828.000000 Penalty: 5682.645996
	Iteration 29Q: 3 clusters Score -1.128883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 93588 members 
Entering Unmasked Estep 
Score: -11288838.000000 Penalty: 5682.645996
	Iteration 30Q: 3 clusters Score -1.128884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 93591 members 
Entering Unmasked Estep 
Score: -11288830.000000 Penalty: 5682.645996
	Iteration 31Q: 3 clusters Score -1.128883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 93594 members 
Entering Unmasked Estep 
Score: -11288834.000000 Penalty: 5682.645996
	Iteration 32Q: 3 clusters Score -1.128883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 93595 members 
Entering Unmasked Estep 
Score: -11288833.000000 Penalty: 5682.645996
	Iteration 33Q: 3 clusters Score -1.128883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 93595 members 
Entering Unmasked Estep 
Score: -11288833.000000 Penalty: 5682.645996
	Iteration 34F: 3 clusters Score -1.128883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Entering Unmasked Estep 
Score: -2327348.750000 Penalty: 2454.397705
	Iteration 0F: 2 clusters Score -2327349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2313378.750000 Penalty: 4908.795410
	Iteration 0F: 3 clusters Score -2313379 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2318219.250000 Penalty: 4908.795410
	Iteration 1F: 3 clusters Score -2318219 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2318768.750000 Penalty: 4908.795410
	Iteration 2F: 3 clusters Score -2318769 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2319415.250000 Penalty: 4908.795410
	Iteration 3F: 3 clusters Score -2319415 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2320120.750000 Penalty: 4908.795410
	Iteration 4F: 3 clusters Score -2320121 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2320848.500000 Penalty: 4908.795410
	Iteration 5F: 3 clusters Score -2320848 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2321619.750000 Penalty: 4908.795410
	Iteration 6F: 3 clusters Score -2321620 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2322371.500000 Penalty: 4908.795410
	Iteration 7F: 3 clusters Score -2322372 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2323061.750000 Penalty: 4908.795410
	Iteration 8Q: 3 clusters Score -2323062 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2323692.250000 Penalty: 4908.795410
	Iteration 9Q: 3 clusters Score -2323692 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2324190.000000 Penalty: 4908.795410
	Iteration 10Q: 3 clusters Score -2324190 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2324568.500000 Penalty: 4908.795410
	Iteration 11Q: 3 clusters Score -2324568 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2324891.000000 Penalty: 4908.795410
	Iteration 12Q: 3 clusters Score -2324891 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2325085.500000 Penalty: 4908.795410
	Iteration 13Q: 3 clusters Score -2325086 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2325236.750000 Penalty: 4908.795410
	Iteration 14Q: 3 clusters Score -2325237 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2325327.500000 Penalty: 4908.795410
	Iteration 15Q: 3 clusters Score -2325328 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2325381.750000 Penalty: 4908.795410
	Iteration 16Q: 3 clusters Score -2325382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2325426.750000 Penalty: 4908.795410
	Iteration 17Q: 3 clusters Score -2325427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2325459.500000 Penalty: 4908.795410
	Iteration 18Q: 3 clusters Score -2325460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2325488.000000 Penalty: 4908.795410
	Iteration 19Q: 3 clusters Score -2325488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2325504.500000 Penalty: 4908.795410
	Iteration 20F: 3 clusters Score -2325504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2325516.250000 Penalty: 4908.795410
	Iteration 21Q: 3 clusters Score -2325516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2325528.750000 Penalty: 4908.795410
	Iteration 22Q: 3 clusters Score -2325529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2325538.750000 Penalty: 4908.795410
	Iteration 23Q: 3 clusters Score -2325539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2325549.250000 Penalty: 4908.795410
	Iteration 24Q: 3 clusters Score -2325549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2325548.000000 Penalty: 4908.795410
	Iteration 25Q: 3 clusters Score -2325548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2325550.250000 Penalty: 4908.795410
	Iteration 26Q: 3 clusters Score -2325550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2325554.000000 Penalty: 4908.795410
	Iteration 27Q: 3 clusters Score -2325554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2325555.500000 Penalty: 4908.795410
	Iteration 28Q: 3 clusters Score -2325556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2325554.000000 Penalty: 4908.795410
	Iteration 29Q: 3 clusters Score -2325554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2325555.250000 Penalty: 4908.795410
	Iteration 30Q: 3 clusters Score -2325555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2325557.000000 Penalty: 4908.795410
	Iteration 31Q: 3 clusters Score -2325557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2325557.000000 Penalty: 4908.795410
	Iteration 32F: 3 clusters Score -2325557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Entering Unmasked Estep 
Score: -562593.250000 Penalty: 2119.112549
	Iteration 0F: 2 clusters Score -562593.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -558010.437500 Penalty: 4238.225098
	Iteration 0F: 3 clusters Score -558010.4 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -559255.375000 Penalty: 4238.225098
	Iteration 1F: 3 clusters Score -559255.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -559554.375000 Penalty: 4238.225098
	Iteration 2F: 3 clusters Score -559554.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -559825.437500 Penalty: 4238.225098
	Iteration 3F: 3 clusters Score -559825.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -560122.312500 Penalty: 4238.225098
	Iteration 4F: 3 clusters Score -560122.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -560473.625000 Penalty: 4238.225098
	Iteration 5F: 3 clusters Score -560473.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -560760.750000 Penalty: 4238.225098
	Iteration 6F: 3 clusters Score -560760.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -560948.062500 Penalty: 4238.225098
	Iteration 7Q: 3 clusters Score -560948.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -561039.562500 Penalty: 4238.225098
	Iteration 8Q: 3 clusters Score -561039.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -561109.312500 Penalty: 4238.225098
	Iteration 9Q: 3 clusters Score -561109.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -561160.187500 Penalty: 4238.225098
	Iteration 10Q: 3 clusters Score -561160.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -561201.875000 Penalty: 4238.225098
	Iteration 11Q: 3 clusters Score -561201.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -561231.812500 Penalty: 4238.225098
	Iteration 12Q: 3 clusters Score -561231.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -561254.625000 Penalty: 4238.225098
	Iteration 13Q: 3 clusters Score -561254.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -561271.625000 Penalty: 4238.225098
	Iteration 14Q: 3 clusters Score -561271.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -561287.250000 Penalty: 4238.225098
	Iteration 15Q: 3 clusters Score -561287.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -561311.375000 Penalty: 4238.225098
	Iteration 16Q: 3 clusters Score -561311.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -561338.000000 Penalty: 4238.225098
	Iteration 17Q: 3 clusters Score -561338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -561355.562500 Penalty: 4238.225098
	Iteration 18Q: 3 clusters Score -561355.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -561362.875000 Penalty: 4238.225098
	Iteration 19Q: 3 clusters Score -561362.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -561369.812500 Penalty: 4238.225098
	Iteration 20F: 3 clusters Score -561369.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -561377.250000 Penalty: 4238.225098
	Iteration 21Q: 3 clusters Score -561377.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -561387.437500 Penalty: 4238.225098
	Iteration 22Q: 3 clusters Score -561387.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -561393.750000 Penalty: 4238.225098
	Iteration 23Q: 3 clusters Score -561393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -561397.437500 Penalty: 4238.225098
	Iteration 24Q: 3 clusters Score -561397.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -561403.625000 Penalty: 4238.225098
	Iteration 25Q: 3 clusters Score -561403.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -561409.937500 Penalty: 4238.225098
	Iteration 26Q: 3 clusters Score -561409.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -561415.500000 Penalty: 4238.225098
	Iteration 27Q: 3 clusters Score -561415.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -561420.187500 Penalty: 4238.225098
	Iteration 28Q: 3 clusters Score -561420.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -561424.125000 Penalty: 4238.225098
	Iteration 29Q: 3 clusters Score -561424.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -561425.000000 Penalty: 4238.225098
	Iteration 30Q: 3 clusters Score -561425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -561425.250000 Penalty: 4238.225098
	Iteration 31Q: 3 clusters Score -561425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -561425.250000 Penalty: 4238.225098
	Iteration 32F: 3 clusters Score -561425.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Entering Unmasked Estep 
Score: -718936.375000 Penalty: 2161.457031
	Iteration 0F: 2 clusters Score -718936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -713743.937500 Penalty: 4322.914062
	Iteration 0F: 3 clusters Score -713743.9 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -714992.125000 Penalty: 4322.914062
	Iteration 1F: 3 clusters Score -714992.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -715217.812500 Penalty: 4322.914062
	Iteration 2F: 3 clusters Score -715217.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -715376.437500 Penalty: 4322.914062
	Iteration 3Q: 3 clusters Score -715376.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -715519.625000 Penalty: 4322.914062
	Iteration 4Q: 3 clusters Score -715519.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -715642.937500 Penalty: 4322.914062
	Iteration 5Q: 3 clusters Score -715642.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -715749.875000 Penalty: 4322.914062
	Iteration 6Q: 3 clusters Score -715749.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -715859.875000 Penalty: 4322.914062
	Iteration 7Q: 3 clusters Score -715859.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -715952.625000 Penalty: 4322.914062
	Iteration 8Q: 3 clusters Score -715952.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -716056.062500 Penalty: 4322.914062
	Iteration 9Q: 3 clusters Score -716056.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -716161.625000 Penalty: 4322.914062
	Iteration 10Q: 3 clusters Score -716161.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -716274.687500 Penalty: 4322.914062
	Iteration 11Q: 3 clusters Score -716274.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -716381.375000 Penalty: 4322.914062
	Iteration 12Q: 3 clusters Score -716381.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -716501.250000 Penalty: 4322.914062
	Iteration 13Q: 3 clusters Score -716501.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -716608.812500 Penalty: 4322.914062
	Iteration 14Q: 3 clusters Score -716608.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -716699.687500 Penalty: 4322.914062
	Iteration 15Q: 3 clusters Score -716699.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -716769.000000 Penalty: 4322.914062
	Iteration 16Q: 3 clusters Score -716769 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -716836.875000 Penalty: 4322.914062
	Iteration 17Q: 3 clusters Score -716836.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -716882.000000 Penalty: 4322.914062
	Iteration 18Q: 3 clusters Score -716882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -716917.375000 Penalty: 4322.914062
	Iteration 19Q: 3 clusters Score -716917.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -716940.562500 Penalty: 4322.914062
	Iteration 20F: 3 clusters Score -716940.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -716957.562500 Penalty: 4322.914062
	Iteration 21Q: 3 clusters Score -716957.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -716977.875000 Penalty: 4322.914062
	Iteration 22Q: 3 clusters Score -716977.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -716991.500000 Penalty: 4322.914062
	Iteration 23Q: 3 clusters Score -716991.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -717004.312500 Penalty: 4322.914062
	Iteration 24Q: 3 clusters Score -717004.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -717012.312500 Penalty: 4322.914062
	Iteration 25Q: 3 clusters Score -717012.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -717019.562500 Penalty: 4322.914062
	Iteration 26Q: 3 clusters Score -717019.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -717026.562500 Penalty: 4322.914062
	Iteration 27Q: 3 clusters Score -717026.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -717039.500000 Penalty: 4322.914062
	Iteration 28Q: 3 clusters Score -717039.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -717047.875000 Penalty: 4322.914062
	Iteration 29Q: 3 clusters Score -717047.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -717053.875000 Penalty: 4322.914062
	Iteration 30Q: 3 clusters Score -717053.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -717060.437500 Penalty: 4322.914062
	Iteration 31Q: 3 clusters Score -717060.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -717067.000000 Penalty: 4322.914062
	Iteration 32Q: 3 clusters Score -717067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -717070.562500 Penalty: 4322.914062
	Iteration 33Q: 3 clusters Score -717070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -717074.562500 Penalty: 4322.914062
	Iteration 34Q: 3 clusters Score -717074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -717077.500000 Penalty: 4322.914062
	Iteration 35Q: 3 clusters Score -717077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -717080.937500 Penalty: 4322.914062
	Iteration 36Q: 3 clusters Score -717080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -717082.875000 Penalty: 4322.914062
	Iteration 37Q: 3 clusters Score -717082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -717088.187500 Penalty: 4322.914062
	Iteration 38Q: 3 clusters Score -717088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -717087.875000 Penalty: 4322.914062
	Iteration 39Q: 3 clusters Score -717087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -717087.875000 Penalty: 4322.914062
	Iteration 40F: 3 clusters Score -717087.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Entering Unmasked Estep 
Score: -880503.375000 Penalty: 2214.335693
	Iteration 0F: 2 clusters Score -880503.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -874337.125000 Penalty: 4428.671387
	Iteration 0F: 3 clusters Score -874337.1 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -875955.937500 Penalty: 4428.671387
	Iteration 1F: 3 clusters Score -875955.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -876198.250000 Penalty: 4428.671387
	Iteration 2F: 3 clusters Score -876198.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -876349.500000 Penalty: 4428.671387
	Iteration 3Q: 3 clusters Score -876349.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -876473.062500 Penalty: 4428.671387
	Iteration 4Q: 3 clusters Score -876473.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -876570.687500 Penalty: 4428.671387
	Iteration 5Q: 3 clusters Score -876570.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -876663.375000 Penalty: 4428.671387
	Iteration 6Q: 3 clusters Score -876663.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -876759.875000 Penalty: 4428.671387
	Iteration 7Q: 3 clusters Score -876759.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -876851.312500 Penalty: 4428.671387
	Iteration 8Q: 3 clusters Score -876851.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -876943.312500 Penalty: 4428.671387
	Iteration 9Q: 3 clusters Score -876943.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -877040.750000 Penalty: 4428.671387
	Iteration 10Q: 3 clusters Score -877040.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -877142.000000 Penalty: 4428.671387
	Iteration 11Q: 3 clusters Score -877142 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -877301.000000 Penalty: 4428.671387
	Iteration 12Q: 3 clusters Score -877301 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -877482.625000 Penalty: 4428.671387
	Iteration 13Q: 3 clusters Score -877482.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -877666.750000 Penalty: 4428.671387
	Iteration 14Q: 3 clusters Score -877666.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -877852.625000 Penalty: 4428.671387
	Iteration 15Q: 3 clusters Score -877852.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -878016.125000 Penalty: 4428.671387
	Iteration 16Q: 3 clusters Score -878016.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -878156.625000 Penalty: 4428.671387
	Iteration 17Q: 3 clusters Score -878156.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -878302.125000 Penalty: 4428.671387
	Iteration 18Q: 3 clusters Score -878302.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -878404.750000 Penalty: 4428.671387
	Iteration 19Q: 3 clusters Score -878404.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -878475.687500 Penalty: 4428.671387
	Iteration 20F: 3 clusters Score -878475.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -878528.187500 Penalty: 4428.671387
	Iteration 21Q: 3 clusters Score -878528.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -878566.187500 Penalty: 4428.671387
	Iteration 22Q: 3 clusters Score -878566.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -878596.812500 Penalty: 4428.671387
	Iteration 23Q: 3 clusters Score -878596.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -878623.562500 Penalty: 4428.671387
	Iteration 24Q: 3 clusters Score -878623.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -878642.000000 Penalty: 4428.671387
	Iteration 25Q: 3 clusters Score -878642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -878663.500000 Penalty: 4428.671387
	Iteration 26Q: 3 clusters Score -878663.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -878678.937500 Penalty: 4428.671387
	Iteration 27Q: 3 clusters Score -878678.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -878688.437500 Penalty: 4428.671387
	Iteration 28Q: 3 clusters Score -878688.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -878698.187500 Penalty: 4428.671387
	Iteration 29Q: 3 clusters Score -878698.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -878709.250000 Penalty: 4428.671387
	Iteration 30Q: 3 clusters Score -878709.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -878719.312500 Penalty: 4428.671387
	Iteration 31Q: 3 clusters Score -878719.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -878731.562500 Penalty: 4428.671387
	Iteration 32Q: 3 clusters Score -878731.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -878734.500000 Penalty: 4428.671387
	Iteration 33Q: 3 clusters Score -878734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -878734.000000 Penalty: 4428.671387
	Iteration 34Q: 3 clusters Score -878734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -878735.062500 Penalty: 4428.671387
	Iteration 35Q: 3 clusters Score -878735.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -878735.062500 Penalty: 4428.671387
	Iteration 36F: 3 clusters Score -878735.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Entering Unmasked Estep 
Score: -3328862.250000 Penalty: 2534.906006
	Iteration 0F: 2 clusters Score -3328862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3309901.250000 Penalty: 5069.812012
	Iteration 0F: 3 clusters Score -3309901 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3316590.250000 Penalty: 5069.812012
	Iteration 1F: 3 clusters Score -3316590 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3317019.250000 Penalty: 5069.812012
	Iteration 2Q: 3 clusters Score -3317019 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3317381.250000 Penalty: 5069.812012
	Iteration 3Q: 3 clusters Score -3317381 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3317729.500000 Penalty: 5069.812012
	Iteration 4Q: 3 clusters Score -3317730 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3317995.500000 Penalty: 5069.812012
	Iteration 5Q: 3 clusters Score -3317996 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3318328.750000 Penalty: 5069.812012
	Iteration 6Q: 3 clusters Score -3318329 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3318747.250000 Penalty: 5069.812012
	Iteration 7Q: 3 clusters Score -3318747 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3319313.500000 Penalty: 5069.812012
	Iteration 8Q: 3 clusters Score -3319314 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3320080.250000 Penalty: 5069.812012
	Iteration 9Q: 3 clusters Score -3320080 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3321149.250000 Penalty: 5069.812012
	Iteration 10F: 3 clusters Score -3321149 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3322307.000000 Penalty: 5069.812012
	Iteration 11F: 3 clusters Score -3322307 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3323146.750000 Penalty: 5069.812012
	Iteration 12F: 3 clusters Score -3323147 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3323674.000000 Penalty: 5069.812012
	Iteration 13Q: 3 clusters Score -3323674 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3323917.000000 Penalty: 5069.812012
	Iteration 14Q: 3 clusters Score -3323917 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3324072.750000 Penalty: 5069.812012
	Iteration 15Q: 3 clusters Score -3324073 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3324218.250000 Penalty: 5069.812012
	Iteration 16Q: 3 clusters Score -3324218 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3324345.750000 Penalty: 5069.812012
	Iteration 17Q: 3 clusters Score -3324346 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3324463.250000 Penalty: 5069.812012
	Iteration 18Q: 3 clusters Score -3324463 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3324560.250000 Penalty: 5069.812012
	Iteration 19Q: 3 clusters Score -3324560 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -3324643.000000 Penalty: 5069.812012
	Iteration 20F: 3 clusters Score -3324643 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3324722.750000 Penalty: 5069.812012
	Iteration 21Q: 3 clusters Score -3324723 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3324781.500000 Penalty: 5069.812012
	Iteration 22Q: 3 clusters Score -3324782 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3324824.250000 Penalty: 5069.812012
	Iteration 23Q: 3 clusters Score -3324824 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3324866.250000 Penalty: 5069.812012
	Iteration 24Q: 3 clusters Score -3324866 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -3324896.750000 Penalty: 5069.812012
	Iteration 25Q: 3 clusters Score -3324897 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3324907.750000 Penalty: 5069.812012
	Iteration 26Q: 3 clusters Score -3324908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3324931.750000 Penalty: 5069.812012
	Iteration 27Q: 3 clusters Score -3324932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3324944.500000 Penalty: 5069.812012
	Iteration 28Q: 3 clusters Score -3324944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3324963.250000 Penalty: 5069.812012
	Iteration 29Q: 3 clusters Score -3324963 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3324947.500000 Penalty: 5069.812012
	Iteration 30Q: 3 clusters Score -3324948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3324950.750000 Penalty: 5069.812012
	Iteration 31Q: 3 clusters Score -3324951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3324953.250000 Penalty: 5069.812012
	Iteration 32Q: 3 clusters Score -3324953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3324959.750000 Penalty: 5069.812012
	Iteration 33Q: 3 clusters Score -3324960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3324960.500000 Penalty: 5069.812012
	Iteration 34Q: 3 clusters Score -3324960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3324956.000000 Penalty: 5069.812012
	Iteration 35Q: 3 clusters Score -3324956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3324957.000000 Penalty: 5069.812012
	Iteration 36Q: 3 clusters Score -3324957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3324954.000000 Penalty: 5069.812012
	Iteration 37Q: 3 clusters Score -3324954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3324969.000000 Penalty: 5069.812012
	Iteration 38Q: 3 clusters Score -3324969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -3324970.250000 Penalty: 5069.812012
	Iteration 39Q: 3 clusters Score -3324970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3324973.500000 Penalty: 5069.812012
	Iteration 40F: 3 clusters Score -3324974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3324965.000000 Penalty: 5069.812012
	Iteration 41Q: 3 clusters Score -3324965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -3324968.000000 Penalty: 5069.812012
	Iteration 42Q: 3 clusters Score -3324968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3324971.250000 Penalty: 5069.812012
	Iteration 43Q: 3 clusters Score -3324971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3324976.750000 Penalty: 5069.812012
	Iteration 44Q: 3 clusters Score -3324977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3324969.750000 Penalty: 5069.812012
	Iteration 45Q: 3 clusters Score -3324970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3324984.250000 Penalty: 5069.812012
	Iteration 46Q: 3 clusters Score -3324984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3324989.500000 Penalty: 5069.812012
	Iteration 47Q: 3 clusters Score -3324990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3324986.000000 Penalty: 5069.812012
	Iteration 48Q: 3 clusters Score -3324986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -3324996.250000 Penalty: 5069.812012
	Iteration 49Q: 3 clusters Score -3324996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -3324992.750000 Penalty: 5069.812012
	Iteration 50Q: 3 clusters Score -3324993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3324995.500000 Penalty: 5069.812012
	Iteration 51Q: 3 clusters Score -3324996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3325002.250000 Penalty: 5069.812012
	Iteration 52Q: 3 clusters Score -3325002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3325000.250000 Penalty: 5069.812012
	Iteration 53Q: 3 clusters Score -3325000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3325003.500000 Penalty: 5069.812012
	Iteration 54Q: 3 clusters Score -3325004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3325007.500000 Penalty: 5069.812012
	Iteration 55Q: 3 clusters Score -3325008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3325006.000000 Penalty: 5069.812012
	Iteration 56Q: 3 clusters Score -3325006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3325009.250000 Penalty: 5069.812012
	Iteration 57Q: 3 clusters Score -3325009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3325011.750000 Penalty: 5069.812012
	Iteration 58Q: 3 clusters Score -3325012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3325015.250000 Penalty: 5069.812012
	Iteration 59Q: 3 clusters Score -3325015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3325014.000000 Penalty: 5069.812012
	Iteration 60F: 3 clusters Score -3325014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3325007.000000 Penalty: 5069.812012
	Iteration 61Q: 3 clusters Score -3325007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3325006.750000 Penalty: 5069.812012
	Iteration 62Q: 3 clusters Score -3325007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -3325005.000000 Penalty: 5069.812012
	Iteration 63Q: 3 clusters Score -3325005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -3325014.500000 Penalty: 5069.812012
	Iteration 64Q: 3 clusters Score -3325014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -3325010.750000 Penalty: 5069.812012
	Iteration 65Q: 3 clusters Score -3325011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3325007.750000 Penalty: 5069.812012
	Iteration 66Q: 3 clusters Score -3325008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3325015.000000 Penalty: 5069.812012
	Iteration 67Q: 3 clusters Score -3325015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3325017.500000 Penalty: 5069.812012
	Iteration 68Q: 3 clusters Score -3325018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3325011.250000 Penalty: 5069.812012
	Iteration 69Q: 3 clusters Score -3325011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3325007.500000 Penalty: 5069.812012
	Iteration 70Q: 3 clusters Score -3325008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3325012.750000 Penalty: 5069.812012
	Iteration 71Q: 3 clusters Score -3325013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3325012.500000 Penalty: 5069.812012
	Iteration 72Q: 3 clusters Score -3325012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3325012.500000 Penalty: 5069.812012
	Iteration 73F: 3 clusters Score -3325012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Entering Unmasked Estep 
Score: -1460943.500000 Penalty: 2339.087158
	Iteration 0F: 2 clusters Score -1460944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1451665.125000 Penalty: 4678.174316
	Iteration 0F: 3 clusters Score -1451665 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1454561.875000 Penalty: 4678.174316
	Iteration 1F: 3 clusters Score -1454562 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1454968.000000 Penalty: 4678.174316
	Iteration 2F: 3 clusters Score -1454968 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1455293.750000 Penalty: 4678.174316
	Iteration 3F: 3 clusters Score -1455294 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1455565.625000 Penalty: 4678.174316
	Iteration 4Q: 3 clusters Score -1455566 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1455838.500000 Penalty: 4678.174316
	Iteration 5Q: 3 clusters Score -1455838 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1456114.500000 Penalty: 4678.174316
	Iteration 6Q: 3 clusters Score -1456114 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1456409.250000 Penalty: 4678.174316
	Iteration 7Q: 3 clusters Score -1456409 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1456758.000000 Penalty: 4678.174316
	Iteration 8Q: 3 clusters Score -1456758 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1457117.125000 Penalty: 4678.174316
	Iteration 9Q: 3 clusters Score -1457117 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1457466.875000 Penalty: 4678.174316
	Iteration 10Q: 3 clusters Score -1457467 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1457792.625000 Penalty: 4678.174316
	Iteration 11Q: 3 clusters Score -1457793 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1458081.375000 Penalty: 4678.174316
	Iteration 12Q: 3 clusters Score -1458081 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1458302.750000 Penalty: 4678.174316
	Iteration 13Q: 3 clusters Score -1458303 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1458477.375000 Penalty: 4678.174316
	Iteration 14Q: 3 clusters Score -1458477 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1458614.250000 Penalty: 4678.174316
	Iteration 15Q: 3 clusters Score -1458614 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1458723.750000 Penalty: 4678.174316
	Iteration 16Q: 3 clusters Score -1458724 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1458816.000000 Penalty: 4678.174316
	Iteration 17Q: 3 clusters Score -1458816 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1458877.875000 Penalty: 4678.174316
	Iteration 18Q: 3 clusters Score -1458878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1458921.250000 Penalty: 4678.174316
	Iteration 19Q: 3 clusters Score -1458921 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1458965.375000 Penalty: 4678.174316
	Iteration 20F: 3 clusters Score -1458965 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1458994.375000 Penalty: 4678.174316
	Iteration 21Q: 3 clusters Score -1458994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1459018.250000 Penalty: 4678.174316
	Iteration 22Q: 3 clusters Score -1459018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1459041.875000 Penalty: 4678.174316
	Iteration 23Q: 3 clusters Score -1459042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1459058.500000 Penalty: 4678.174316
	Iteration 24Q: 3 clusters Score -1459058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1459068.000000 Penalty: 4678.174316
	Iteration 25Q: 3 clusters Score -1459068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1459073.125000 Penalty: 4678.174316
	Iteration 26Q: 3 clusters Score -1459073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1459078.250000 Penalty: 4678.174316
	Iteration 27Q: 3 clusters Score -1459078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1459079.875000 Penalty: 4678.174316
	Iteration 28Q: 3 clusters Score -1459080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1459082.750000 Penalty: 4678.174316
	Iteration 29Q: 3 clusters Score -1459083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1459085.250000 Penalty: 4678.174316
	Iteration 30Q: 3 clusters Score -1459085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1459089.125000 Penalty: 4678.174316
	Iteration 31Q: 3 clusters Score -1459089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1459089.625000 Penalty: 4678.174316
	Iteration 32Q: 3 clusters Score -1459090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1459092.875000 Penalty: 4678.174316
	Iteration 33Q: 3 clusters Score -1459093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1459093.500000 Penalty: 4678.174316
	Iteration 34Q: 3 clusters Score -1459094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1459095.875000 Penalty: 4678.174316
	Iteration 35Q: 3 clusters Score -1459096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1459095.375000 Penalty: 4678.174316
	Iteration 36Q: 3 clusters Score -1459095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1459096.000000 Penalty: 4678.174316
	Iteration 37Q: 3 clusters Score -1459096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1459099.875000 Penalty: 4678.174316
	Iteration 38Q: 3 clusters Score -1459100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1459099.000000 Penalty: 4678.174316
	Iteration 39Q: 3 clusters Score -1459099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1459107.375000 Penalty: 4678.174316
	Iteration 40F: 3 clusters Score -1459107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1459109.250000 Penalty: 4678.174316
	Iteration 41Q: 3 clusters Score -1459109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1459114.500000 Penalty: 4678.174316
	Iteration 42Q: 3 clusters Score -1459114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1459120.750000 Penalty: 4678.174316
	Iteration 43Q: 3 clusters Score -1459121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1459128.375000 Penalty: 4678.174316
	Iteration 44Q: 3 clusters Score -1459128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1459128.250000 Penalty: 4678.174316
	Iteration 45Q: 3 clusters Score -1459128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1459130.625000 Penalty: 4678.174316
	Iteration 46Q: 3 clusters Score -1459131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1459135.625000 Penalty: 4678.174316
	Iteration 47Q: 3 clusters Score -1459136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1459139.875000 Penalty: 4678.174316
	Iteration 48Q: 3 clusters Score -1459140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1459140.750000 Penalty: 4678.174316
	Iteration 49Q: 3 clusters Score -1459141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1459138.750000 Penalty: 4678.174316
	Iteration 50Q: 3 clusters Score -1459139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1459142.625000 Penalty: 4678.174316
	Iteration 51Q: 3 clusters Score -1459143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1459141.000000 Penalty: 4678.174316
	Iteration 52Q: 3 clusters Score -1459141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1459144.625000 Penalty: 4678.174316
	Iteration 53Q: 3 clusters Score -1459145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1459149.250000 Penalty: 4678.174316
	Iteration 54Q: 3 clusters Score -1459149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1459148.375000 Penalty: 4678.174316
	Iteration 55Q: 3 clusters Score -1459148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1459152.625000 Penalty: 4678.174316
	Iteration 56Q: 3 clusters Score -1459153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1459153.125000 Penalty: 4678.174316
	Iteration 57Q: 3 clusters Score -1459153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1459152.875000 Penalty: 4678.174316
	Iteration 58Q: 3 clusters Score -1459153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1459150.375000 Penalty: 4678.174316
	Iteration 59Q: 3 clusters Score -1459150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1459150.375000 Penalty: 4678.174316
	Iteration 60F: 3 clusters Score -1459150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Entering Unmasked Estep 
Score: -1902239.875000 Penalty: 2401.668945
	Iteration 0F: 2 clusters Score -1902240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1890646.125000 Penalty: 4803.337891
	Iteration 0F: 3 clusters Score -1890646 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1894490.625000 Penalty: 4803.337891
	Iteration 1F: 3 clusters Score -1894491 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1895057.125000 Penalty: 4803.337891
	Iteration 2F: 3 clusters Score -1895057 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1895615.625000 Penalty: 4803.337891
	Iteration 3F: 3 clusters Score -1895616 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1896236.875000 Penalty: 4803.337891
	Iteration 4F: 3 clusters Score -1896237 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1896964.125000 Penalty: 4803.337891
	Iteration 5F: 3 clusters Score -1896964 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1897706.000000 Penalty: 4803.337891
	Iteration 6F: 3 clusters Score -1897706 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1898518.000000 Penalty: 4803.337891
	Iteration 7F: 3 clusters Score -1898518 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1899176.875000 Penalty: 4803.337891
	Iteration 8Q: 3 clusters Score -1899177 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1899609.250000 Penalty: 4803.337891
	Iteration 9Q: 3 clusters Score -1899609 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1899862.125000 Penalty: 4803.337891
	Iteration 10Q: 3 clusters Score -1899862 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1899971.875000 Penalty: 4803.337891
	Iteration 11Q: 3 clusters Score -1899972 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1900055.375000 Penalty: 4803.337891
	Iteration 12Q: 3 clusters Score -1900055 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1900120.125000 Penalty: 4803.337891
	Iteration 13Q: 3 clusters Score -1900120 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1900175.250000 Penalty: 4803.337891
	Iteration 14Q: 3 clusters Score -1900175 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1900215.500000 Penalty: 4803.337891
	Iteration 15Q: 3 clusters Score -1900216 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1900237.625000 Penalty: 4803.337891
	Iteration 16Q: 3 clusters Score -1900238 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1900260.250000 Penalty: 4803.337891
	Iteration 17Q: 3 clusters Score -1900260 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1900282.875000 Penalty: 4803.337891
	Iteration 18Q: 3 clusters Score -1900283 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1900295.375000 Penalty: 4803.337891
	Iteration 19Q: 3 clusters Score -1900295 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1900311.750000 Penalty: 4803.337891
	Iteration 20F: 3 clusters Score -1900312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1900326.875000 Penalty: 4803.337891
	Iteration 21Q: 3 clusters Score -1900327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1900339.500000 Penalty: 4803.337891
	Iteration 22Q: 3 clusters Score -1900340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1900353.625000 Penalty: 4803.337891
	Iteration 23Q: 3 clusters Score -1900354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1900368.500000 Penalty: 4803.337891
	Iteration 24Q: 3 clusters Score -1900368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1900378.875000 Penalty: 4803.337891
	Iteration 25Q: 3 clusters Score -1900379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1900392.875000 Penalty: 4803.337891
	Iteration 26Q: 3 clusters Score -1900393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1900393.750000 Penalty: 4803.337891
	Iteration 27Q: 3 clusters Score -1900394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1900399.375000 Penalty: 4803.337891
	Iteration 28Q: 3 clusters Score -1900399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1900409.125000 Penalty: 4803.337891
	Iteration 29Q: 3 clusters Score -1900409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1900416.500000 Penalty: 4803.337891
	Iteration 30Q: 3 clusters Score -1900416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1900432.250000 Penalty: 4803.337891
	Iteration 31Q: 3 clusters Score -1900432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1900435.125000 Penalty: 4803.337891
	Iteration 32Q: 3 clusters Score -1900435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1900443.375000 Penalty: 4803.337891
	Iteration 33Q: 3 clusters Score -1900443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1900444.625000 Penalty: 4803.337891
	Iteration 34Q: 3 clusters Score -1900445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1900451.375000 Penalty: 4803.337891
	Iteration 35Q: 3 clusters Score -1900451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1900451.750000 Penalty: 4803.337891
	Iteration 36Q: 3 clusters Score -1900452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1900451.875000 Penalty: 4803.337891
	Iteration 37Q: 3 clusters Score -1900452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1900454.250000 Penalty: 4803.337891
	Iteration 38Q: 3 clusters Score -1900454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1900453.375000 Penalty: 4803.337891
	Iteration 39Q: 3 clusters Score -1900453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1900453.375000 Penalty: 4803.337891
	Iteration 40F: 3 clusters Score -1900453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1900455.875000 Penalty: 4803.337891
	Iteration 41Q: 3 clusters Score -1900456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1900453.250000 Penalty: 4803.337891
	Iteration 42Q: 3 clusters Score -1900453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1900458.125000 Penalty: 4803.337891
	Iteration 43Q: 3 clusters Score -1900458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1900458.500000 Penalty: 4803.337891
	Iteration 44Q: 3 clusters Score -1900458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1900459.875000 Penalty: 4803.337891
	Iteration 45Q: 3 clusters Score -1900460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1900462.500000 Penalty: 4803.337891
	Iteration 46Q: 3 clusters Score -1900462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1900461.875000 Penalty: 4803.337891
	Iteration 47Q: 3 clusters Score -1900462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1900462.000000 Penalty: 4803.337891
	Iteration 48Q: 3 clusters Score -1900462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1900468.125000 Penalty: 4803.337891
	Iteration 49Q: 3 clusters Score -1900468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1900468.375000 Penalty: 4803.337891
	Iteration 50Q: 3 clusters Score -1900468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1900467.500000 Penalty: 4803.337891
	Iteration 51Q: 3 clusters Score -1900468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1900469.875000 Penalty: 4803.337891
	Iteration 52Q: 3 clusters Score -1900470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1900470.375000 Penalty: 4803.337891
	Iteration 53Q: 3 clusters Score -1900470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1900469.000000 Penalty: 4803.337891
	Iteration 54Q: 3 clusters Score -1900469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1900467.375000 Penalty: 4803.337891
	Iteration 55Q: 3 clusters Score -1900467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1900470.500000 Penalty: 4803.337891
	Iteration 56Q: 3 clusters Score -1900470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1900471.625000 Penalty: 4803.337891
	Iteration 57Q: 3 clusters Score -1900472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1900470.000000 Penalty: 4803.337891
	Iteration 58Q: 3 clusters Score -1900470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1900474.875000 Penalty: 4803.337891
	Iteration 59Q: 3 clusters Score -1900475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1900475.875000 Penalty: 4803.337891
	Iteration 60F: 3 clusters Score -1900476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1900475.000000 Penalty: 4803.337891
	Iteration 61Q: 3 clusters Score -1900475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1900474.750000 Penalty: 4803.337891
	Iteration 62Q: 3 clusters Score -1900475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1900478.375000 Penalty: 4803.337891
	Iteration 63Q: 3 clusters Score -1900478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1900479.750000 Penalty: 4803.337891
	Iteration 64Q: 3 clusters Score -1900480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1900480.000000 Penalty: 4803.337891
	Iteration 65Q: 3 clusters Score -1900480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1900478.750000 Penalty: 4803.337891
	Iteration 66Q: 3 clusters Score -1900479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1900481.500000 Penalty: 4803.337891
	Iteration 67Q: 3 clusters Score -1900482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1900481.500000 Penalty: 4803.337891
	Iteration 68F: 3 clusters Score -1900482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Entering Unmasked Estep 
Score: -375139.343750 Penalty: 2013.758545
	Iteration 0F: 2 clusters Score -375139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -371663.906250 Penalty: 4027.517090
	Iteration 0F: 3 clusters Score -371663.9 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -372469.906250 Penalty: 4027.517090
	Iteration 1F: 3 clusters Score -372469.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -372756.593750 Penalty: 4027.517090
	Iteration 2F: 3 clusters Score -372756.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -373057.375000 Penalty: 4027.517090
	Iteration 3F: 3 clusters Score -373057.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -373312.093750 Penalty: 4027.517090
	Iteration 4F: 3 clusters Score -373312.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -373554.687500 Penalty: 4027.517090
	Iteration 5F: 3 clusters Score -373554.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -373740.031250 Penalty: 4027.517090
	Iteration 6F: 3 clusters Score -373740 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -373855.437500 Penalty: 4027.517090
	Iteration 7Q: 3 clusters Score -373855.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -373942.468750 Penalty: 4027.517090
	Iteration 8Q: 3 clusters Score -373942.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -374022.906250 Penalty: 4027.517090
	Iteration 9Q: 3 clusters Score -374022.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -374058.468750 Penalty: 4027.517090
	Iteration 10Q: 3 clusters Score -374058.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -374072.062500 Penalty: 4027.517090
	Iteration 11Q: 3 clusters Score -374072.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -374085.843750 Penalty: 4027.517090
	Iteration 12Q: 3 clusters Score -374085.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -374101.937500 Penalty: 4027.517090
	Iteration 13Q: 3 clusters Score -374101.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -374117.156250 Penalty: 4027.517090
	Iteration 14Q: 3 clusters Score -374117.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -374125.093750 Penalty: 4027.517090
	Iteration 15Q: 3 clusters Score -374125.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -374129.875000 Penalty: 4027.517090
	Iteration 16Q: 3 clusters Score -374129.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -374133.343750 Penalty: 4027.517090
	Iteration 17Q: 3 clusters Score -374133.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -374136.500000 Penalty: 4027.517090
	Iteration 18Q: 3 clusters Score -374136.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -374139.218750 Penalty: 4027.517090
	Iteration 19Q: 3 clusters Score -374139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -374141.906250 Penalty: 4027.517090
	Iteration 20F: 3 clusters Score -374141.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -374143.625000 Penalty: 4027.517090
	Iteration 21Q: 3 clusters Score -374143.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -374145.656250 Penalty: 4027.517090
	Iteration 22Q: 3 clusters Score -374145.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -374146.562500 Penalty: 4027.517090
	Iteration 23Q: 3 clusters Score -374146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -374146.531250 Penalty: 4027.517090
	Iteration 24Q: 3 clusters Score -374146.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -374147.812500 Penalty: 4027.517090
	Iteration 25Q: 3 clusters Score -374147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -374148.906250 Penalty: 4027.517090
	Iteration 26Q: 3 clusters Score -374148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -374150.031250 Penalty: 4027.517090
	Iteration 27Q: 3 clusters Score -374150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -374150.187500 Penalty: 4027.517090
	Iteration 28Q: 3 clusters Score -374150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -374150.468750 Penalty: 4027.517090
	Iteration 29Q: 3 clusters Score -374150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -374150.468750 Penalty: 4027.517090
	Iteration 30F: 3 clusters Score -374150.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -475863.031250 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -475863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -471884.968750 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -471885 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -472784.468750 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -472784.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -472973.250000 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -472973.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -473081.562500 Penalty: 4127.907715
	Iteration 3Q: 3 clusters Score -473081.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -473144.906250 Penalty: 4127.907715
	Iteration 4Q: 3 clusters Score -473144.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -473189.031250 Penalty: 4127.907715
	Iteration 5Q: 3 clusters Score -473189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -473222.687500 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -473222.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -473254.156250 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -473254.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -473280.093750 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -473280.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -473301.187500 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -473301.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -473315.656250 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -473315.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -473326.375000 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -473326.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -473334.093750 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -473334.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -473341.812500 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -473341.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -473349.187500 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -473349.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -473359.156250 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -473359.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -473367.031250 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -473367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -473372.281250 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -473372.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -473375.750000 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -473375.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -473379.968750 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -473380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -473386.312500 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -473386.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -473391.562500 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -473391.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -473397.500000 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -473397.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -473402.750000 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -473402.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -473411.187500 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -473411.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -473419.406250 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -473419.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -473433.593750 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -473433.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -473446.375000 Penalty: 4127.907715
	Iteration 27Q: 3 clusters Score -473446.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -473461.281250 Penalty: 4127.907715
	Iteration 28Q: 3 clusters Score -473461.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -473473.062500 Penalty: 4127.907715
	Iteration 29Q: 3 clusters Score -473473.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -473490.468750 Penalty: 4127.907715
	Iteration 30Q: 3 clusters Score -473490.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -473507.375000 Penalty: 4127.907715
	Iteration 31Q: 3 clusters Score -473507.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -473522.625000 Penalty: 4127.907715
	Iteration 32Q: 3 clusters Score -473522.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -473538.906250 Penalty: 4127.907715
	Iteration 33Q: 3 clusters Score -473538.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -473554.437500 Penalty: 4127.907715
	Iteration 34Q: 3 clusters Score -473554.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -473571.000000 Penalty: 4127.907715
	Iteration 35Q: 3 clusters Score -473571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -473585.906250 Penalty: 4127.907715
	Iteration 36Q: 3 clusters Score -473585.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -473598.812500 Penalty: 4127.907715
	Iteration 37Q: 3 clusters Score -473598.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -473608.093750 Penalty: 4127.907715
	Iteration 38Q: 3 clusters Score -473608.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -473621.031250 Penalty: 4127.907715
	Iteration 39Q: 3 clusters Score -473621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -473634.500000 Penalty: 4127.907715
	Iteration 40F: 3 clusters Score -473634.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -473646.375000 Penalty: 4127.907715
	Iteration 41Q: 3 clusters Score -473646.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -473658.656250 Penalty: 4127.907715
	Iteration 42Q: 3 clusters Score -473658.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -473670.843750 Penalty: 4127.907715
	Iteration 43Q: 3 clusters Score -473670.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -473687.937500 Penalty: 4127.907715
	Iteration 44Q: 3 clusters Score -473687.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -473707.968750 Penalty: 4127.907715
	Iteration 45Q: 3 clusters Score -473708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -473724.781250 Penalty: 4127.907715
	Iteration 46Q: 3 clusters Score -473724.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -473740.031250 Penalty: 4127.907715
	Iteration 47Q: 3 clusters Score -473740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -473756.500000 Penalty: 4127.907715
	Iteration 48Q: 3 clusters Score -473756.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -473772.468750 Penalty: 4127.907715
	Iteration 49Q: 3 clusters Score -473772.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -473790.375000 Penalty: 4127.907715
	Iteration 50Q: 3 clusters Score -473790.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -473802.656250 Penalty: 4127.907715
	Iteration 51Q: 3 clusters Score -473802.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -473817.562500 Penalty: 4127.907715
	Iteration 52Q: 3 clusters Score -473817.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -473828.062500 Penalty: 4127.907715
	Iteration 53Q: 3 clusters Score -473828.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -473835.125000 Penalty: 4127.907715
	Iteration 54Q: 3 clusters Score -473835.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -473845.218750 Penalty: 4127.907715
	Iteration 55Q: 3 clusters Score -473845.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -473855.093750 Penalty: 4127.907715
	Iteration 56Q: 3 clusters Score -473855.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -473864.531250 Penalty: 4127.907715
	Iteration 57Q: 3 clusters Score -473864.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -473873.437500 Penalty: 4127.907715
	Iteration 58Q: 3 clusters Score -473873.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -473883.468750 Penalty: 4127.907715
	Iteration 59Q: 3 clusters Score -473883.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -473898.281250 Penalty: 4127.907715
	Iteration 60F: 3 clusters Score -473898.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -473909.500000 Penalty: 4127.907715
	Iteration 61Q: 3 clusters Score -473909.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -473919.906250 Penalty: 4127.907715
	Iteration 62Q: 3 clusters Score -473919.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -473930.093750 Penalty: 4127.907715
	Iteration 63Q: 3 clusters Score -473930.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -473935.500000 Penalty: 4127.907715
	Iteration 64Q: 3 clusters Score -473935.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -473941.437500 Penalty: 4127.907715
	Iteration 65Q: 3 clusters Score -473941.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -473949.656250 Penalty: 4127.907715
	Iteration 66Q: 3 clusters Score -473949.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -473959.812500 Penalty: 4127.907715
	Iteration 67Q: 3 clusters Score -473959.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -473966.593750 Penalty: 4127.907715
	Iteration 68Q: 3 clusters Score -473966.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -473976.156250 Penalty: 4127.907715
	Iteration 69Q: 3 clusters Score -473976.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -473984.593750 Penalty: 4127.907715
	Iteration 70Q: 3 clusters Score -473984.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -473992.875000 Penalty: 4127.907715
	Iteration 71Q: 3 clusters Score -473992.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -474006.062500 Penalty: 4127.907715
	Iteration 72Q: 3 clusters Score -474006.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -474012.250000 Penalty: 4127.907715
	Iteration 73Q: 3 clusters Score -474012.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -474016.937500 Penalty: 4127.907715
	Iteration 74Q: 3 clusters Score -474016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -474020.187500 Penalty: 4127.907715
	Iteration 75Q: 3 clusters Score -474020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -474023.625000 Penalty: 4127.907715
	Iteration 76Q: 3 clusters Score -474023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -474024.687500 Penalty: 4127.907715
	Iteration 77Q: 3 clusters Score -474024.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -474026.468750 Penalty: 4127.907715
	Iteration 78Q: 3 clusters Score -474026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -474026.781250 Penalty: 4127.907715
	Iteration 79Q: 3 clusters Score -474026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -474028.468750 Penalty: 4127.907715
	Iteration 80F: 3 clusters Score -474028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -474029.625000 Penalty: 4127.907715
	Iteration 81Q: 3 clusters Score -474029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -474031.906250 Penalty: 4127.907715
	Iteration 82Q: 3 clusters Score -474031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -474032.750000 Penalty: 4127.907715
	Iteration 83Q: 3 clusters Score -474032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -474036.125000 Penalty: 4127.907715
	Iteration 84Q: 3 clusters Score -474036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -474037.093750 Penalty: 4127.907715
	Iteration 85Q: 3 clusters Score -474037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -474038.375000 Penalty: 4127.907715
	Iteration 86Q: 3 clusters Score -474038.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -474038.718750 Penalty: 4127.907715
	Iteration 87Q: 3 clusters Score -474038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -474038.718750 Penalty: 4127.907715
	Iteration 88F: 3 clusters Score -474038.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (39367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Entering Unmasked Estep 
Score: -4725921.000000 Penalty: 2624.009277
	Iteration 0F: 2 clusters Score -4725921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -4699349.000000 Penalty: 5248.018555
	Iteration 0F: 3 clusters Score -4699349 nChanged 17865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -4709208.000000 Penalty: 5248.018555
	Iteration 1F: 3 clusters Score -4709208 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -4709769.500000 Penalty: 5248.018555
	Iteration 2Q: 3 clusters Score -4709770 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -4710295.500000 Penalty: 5248.018555
	Iteration 3Q: 3 clusters Score -4710296 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -4710976.000000 Penalty: 5248.018555
	Iteration 4Q: 3 clusters Score -4710976 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -4711843.000000 Penalty: 5248.018555
	Iteration 5Q: 3 clusters Score -4711843 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -4713072.000000 Penalty: 5248.018555
	Iteration 6F: 3 clusters Score -4713072 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -4714719.500000 Penalty: 5248.018555
	Iteration 7F: 3 clusters Score -4714720 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -4716750.500000 Penalty: 5248.018555
	Iteration 8F: 3 clusters Score -4716750 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4718914.500000 Penalty: 5248.018555
	Iteration 9F: 3 clusters Score -4718914 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -4720824.500000 Penalty: 5248.018555
	Iteration 10F: 3 clusters Score -4720824 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -4722070.500000 Penalty: 5248.018555
	Iteration 11Q: 3 clusters Score -4722070 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -4722814.000000 Penalty: 5248.018555
	Iteration 12Q: 3 clusters Score -4722814 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -4723180.000000 Penalty: 5248.018555
	Iteration 13Q: 3 clusters Score -4723180 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -4723363.000000 Penalty: 5248.018555
	Iteration 14Q: 3 clusters Score -4723363 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -4723438.000000 Penalty: 5248.018555
	Iteration 15Q: 3 clusters Score -4723438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -4723487.500000 Penalty: 5248.018555
	Iteration 16Q: 3 clusters Score -4723488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -4723528.000000 Penalty: 5248.018555
	Iteration 17Q: 3 clusters Score -4723528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -4723559.500000 Penalty: 5248.018555
	Iteration 18Q: 3 clusters Score -4723560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -4723591.500000 Penalty: 5248.018555
	Iteration 19Q: 3 clusters Score -4723592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -4723598.500000 Penalty: 5248.018555
	Iteration 20F: 3 clusters Score -4723598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -4723609.000000 Penalty: 5248.018555
	Iteration 21Q: 3 clusters Score -4723609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -4723613.000000 Penalty: 5248.018555
	Iteration 22Q: 3 clusters Score -4723613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -4723613.000000 Penalty: 5248.018555
	Iteration 23F: 3 clusters Score -4723613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Entering Unmasked Estep 
Score: -4723886.000000 Penalty: 2626.304443
	Iteration 0F: 2 clusters Score -4723886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -4697078.500000 Penalty: 5252.608887
	Iteration 0F: 3 clusters Score -4697078 nChanged 18199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -4707809.000000 Penalty: 5252.608887
	Iteration 1F: 3 clusters Score -4707809 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -4708873.000000 Penalty: 5252.608887
	Iteration 2F: 3 clusters Score -4708873 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -4710068.500000 Penalty: 5252.608887
	Iteration 3F: 3 clusters Score -4710068 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -4711545.000000 Penalty: 5252.608887
	Iteration 4F: 3 clusters Score -4711545 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -4713102.500000 Penalty: 5252.608887
	Iteration 5F: 3 clusters Score -4713102 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -4714720.000000 Penalty: 5252.608887
	Iteration 6F: 3 clusters Score -4714720 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -4716290.000000 Penalty: 5252.608887
	Iteration 7F: 3 clusters Score -4716290 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -4717566.000000 Penalty: 5252.608887
	Iteration 8Q: 3 clusters Score -4717566 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -4718443.000000 Penalty: 5252.608887
	Iteration 9Q: 3 clusters Score -4718443 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -4719069.000000 Penalty: 5252.608887
	Iteration 10Q: 3 clusters Score -4719069 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -4719433.500000 Penalty: 5252.608887
	Iteration 11Q: 3 clusters Score -4719434 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -4719724.000000 Penalty: 5252.608887
	Iteration 12Q: 3 clusters Score -4719724 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -4719939.000000 Penalty: 5252.608887
	Iteration 13Q: 3 clusters Score -4719939 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -4720123.000000 Penalty: 5252.608887
	Iteration 14Q: 3 clusters Score -4720123 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -4720316.500000 Penalty: 5252.608887
	Iteration 15Q: 3 clusters Score -4720316 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4720513.000000 Penalty: 5252.608887
	Iteration 16Q: 3 clusters Score -4720513 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4720710.500000 Penalty: 5252.608887
	Iteration 17Q: 3 clusters Score -4720710 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4720950.000000 Penalty: 5252.608887
	Iteration 18Q: 3 clusters Score -4720950 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -4721125.000000 Penalty: 5252.608887
	Iteration 19Q: 3 clusters Score -4721125 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4721257.000000 Penalty: 5252.608887
	Iteration 20F: 3 clusters Score -4721257 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -4721392.500000 Penalty: 5252.608887
	Iteration 21Q: 3 clusters Score -4721392 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -4721502.000000 Penalty: 5252.608887
	Iteration 22Q: 3 clusters Score -4721502 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4721597.500000 Penalty: 5252.608887
	Iteration 23Q: 3 clusters Score -4721598 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -4721686.000000 Penalty: 5252.608887
	Iteration 24Q: 3 clusters Score -4721686 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4721763.000000 Penalty: 5252.608887
	Iteration 25Q: 3 clusters Score -4721763 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -4721817.500000 Penalty: 5252.608887
	Iteration 26Q: 3 clusters Score -4721818 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -4721897.000000 Penalty: 5252.608887
	Iteration 27Q: 3 clusters Score -4721897 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -4721947.000000 Penalty: 5252.608887
	Iteration 28Q: 3 clusters Score -4721947 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -4721991.000000 Penalty: 5252.608887
	Iteration 29Q: 3 clusters Score -4721991 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -4722019.500000 Penalty: 5252.608887
	Iteration 30Q: 3 clusters Score -4722020 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -4722062.500000 Penalty: 5252.608887
	Iteration 31Q: 3 clusters Score -4722062 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -4722082.500000 Penalty: 5252.608887
	Iteration 32Q: 3 clusters Score -4722082 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -4722094.500000 Penalty: 5252.608887
	Iteration 33Q: 3 clusters Score -4722094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -4722127.000000 Penalty: 5252.608887
	Iteration 34Q: 3 clusters Score -4722127 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -4722150.500000 Penalty: 5252.608887
	Iteration 35Q: 3 clusters Score -4722150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -4722181.000000 Penalty: 5252.608887
	Iteration 36Q: 3 clusters Score -4722181 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -4722210.500000 Penalty: 5252.608887
	Iteration 37Q: 3 clusters Score -4722210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4722228.000000 Penalty: 5252.608887
	Iteration 38Q: 3 clusters Score -4722228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -4722242.500000 Penalty: 5252.608887
	Iteration 39Q: 3 clusters Score -4722242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4722249.000000 Penalty: 5252.608887
	Iteration 40F: 3 clusters Score -4722249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -4722258.000000 Penalty: 5252.608887
	Iteration 41Q: 3 clusters Score -4722258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -4722262.000000 Penalty: 5252.608887
	Iteration 42Q: 3 clusters Score -4722262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -4722268.000000 Penalty: 5252.608887
	Iteration 43Q: 3 clusters Score -4722268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -4722278.500000 Penalty: 5252.608887
	Iteration 44Q: 3 clusters Score -4722278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -4722287.000000 Penalty: 5252.608887
	Iteration 45Q: 3 clusters Score -4722287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -4722284.500000 Penalty: 5252.608887
	Iteration 46Q: 3 clusters Score -4722284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -4722290.500000 Penalty: 5252.608887
	Iteration 47Q: 3 clusters Score -4722290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -4722310.500000 Penalty: 5252.608887
	Iteration 48Q: 3 clusters Score -4722310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -4722311.500000 Penalty: 5252.608887
	Iteration 49Q: 3 clusters Score -4722312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -4722316.000000 Penalty: 5252.608887
	Iteration 50Q: 3 clusters Score -4722316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -4722317.500000 Penalty: 5252.608887
	Iteration 51Q: 3 clusters Score -4722318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -4722325.500000 Penalty: 5252.608887
	Iteration 52Q: 3 clusters Score -4722326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -4722322.500000 Penalty: 5252.608887
	Iteration 53Q: 3 clusters Score -4722322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -4722333.000000 Penalty: 5252.608887
	Iteration 54Q: 3 clusters Score -4722333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -4722329.000000 Penalty: 5252.608887
	Iteration 55Q: 3 clusters Score -4722329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -4722339.000000 Penalty: 5252.608887
	Iteration 56Q: 3 clusters Score -4722339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -4722343.000000 Penalty: 5252.608887
	Iteration 57Q: 3 clusters Score -4722343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -4722346.500000 Penalty: 5252.608887
	Iteration 58Q: 3 clusters Score -4722346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -4722343.500000 Penalty: 5252.608887
	Iteration 59Q: 3 clusters Score -4722344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -4722349.000000 Penalty: 5252.608887
	Iteration 60F: 3 clusters Score -4722349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4722350.000000 Penalty: 5252.608887
	Iteration 61Q: 3 clusters Score -4722350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -4722345.500000 Penalty: 5252.608887
	Iteration 62Q: 3 clusters Score -4722346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -4722349.000000 Penalty: 5252.608887
	Iteration 63Q: 3 clusters Score -4722349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -4722358.000000 Penalty: 5252.608887
	Iteration 64Q: 3 clusters Score -4722358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -4722359.000000 Penalty: 5252.608887
	Iteration 65Q: 3 clusters Score -4722359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -4722358.000000 Penalty: 5252.608887
	Iteration 66Q: 3 clusters Score -4722358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -4722362.500000 Penalty: 5252.608887
	Iteration 67Q: 3 clusters Score -4722362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -4722372.000000 Penalty: 5252.608887
	Iteration 68Q: 3 clusters Score -4722372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4722375.000000 Penalty: 5252.608887
	Iteration 69Q: 3 clusters Score -4722375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -4722367.500000 Penalty: 5252.608887
	Iteration 70Q: 3 clusters Score -4722368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -4722367.500000 Penalty: 5252.608887
	Iteration 71Q: 3 clusters Score -4722368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -4722369.000000 Penalty: 5252.608887
	Iteration 72Q: 3 clusters Score -4722369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -4722369.000000 Penalty: 5252.608887
	Iteration 73Q: 3 clusters Score -4722369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -4722368.000000 Penalty: 5252.608887
	Iteration 74Q: 3 clusters Score -4722368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -4722368.000000 Penalty: 5252.608887
	Iteration 75Q: 3 clusters Score -4722368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -4722368.000000 Penalty: 5252.608887
	Iteration 76F: 3 clusters Score -4722368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -683279.375000 Penalty: 2143.100098
	Iteration 0F: 2 clusters Score -683279.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -678329.562500 Penalty: 4286.200195
	Iteration 0F: 3 clusters Score -678329.6 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -679573.937500 Penalty: 4286.200195
	Iteration 1F: 3 clusters Score -679573.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -679806.000000 Penalty: 4286.200195
	Iteration 2F: 3 clusters Score -679806 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -679961.125000 Penalty: 4286.200195
	Iteration 3Q: 3 clusters Score -679961.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -680081.187500 Penalty: 4286.200195
	Iteration 4Q: 3 clusters Score -680081.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -680173.687500 Penalty: 4286.200195
	Iteration 5Q: 3 clusters Score -680173.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -680235.875000 Penalty: 4286.200195
	Iteration 6Q: 3 clusters Score -680235.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -680294.437500 Penalty: 4286.200195
	Iteration 7Q: 3 clusters Score -680294.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -680338.125000 Penalty: 4286.200195
	Iteration 8Q: 3 clusters Score -680338.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -680379.000000 Penalty: 4286.200195
	Iteration 9Q: 3 clusters Score -680379 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -680409.187500 Penalty: 4286.200195
	Iteration 10Q: 3 clusters Score -680409.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -680434.375000 Penalty: 4286.200195
	Iteration 11Q: 3 clusters Score -680434.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -680459.875000 Penalty: 4286.200195
	Iteration 12Q: 3 clusters Score -680459.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -680487.437500 Penalty: 4286.200195
	Iteration 13Q: 3 clusters Score -680487.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -680517.125000 Penalty: 4286.200195
	Iteration 14Q: 3 clusters Score -680517.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -680545.375000 Penalty: 4286.200195
	Iteration 15Q: 3 clusters Score -680545.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -680572.187500 Penalty: 4286.200195
	Iteration 16Q: 3 clusters Score -680572.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -680599.500000 Penalty: 4286.200195
	Iteration 17Q: 3 clusters Score -680599.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -680634.375000 Penalty: 4286.200195
	Iteration 18Q: 3 clusters Score -680634.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -680674.000000 Penalty: 4286.200195
	Iteration 19Q: 3 clusters Score -680674 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -680719.312500 Penalty: 4286.200195
	Iteration 20F: 3 clusters Score -680719.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -680770.687500 Penalty: 4286.200195
	Iteration 21Q: 3 clusters Score -680770.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -680824.312500 Penalty: 4286.200195
	Iteration 22Q: 3 clusters Score -680824.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -680896.000000 Penalty: 4286.200195
	Iteration 23Q: 3 clusters Score -680896 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -680981.375000 Penalty: 4286.200195
	Iteration 24Q: 3 clusters Score -680981.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -681074.562500 Penalty: 4286.200195
	Iteration 25Q: 3 clusters Score -681074.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -681156.187500 Penalty: 4286.200195
	Iteration 26Q: 3 clusters Score -681156.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -681225.437500 Penalty: 4286.200195
	Iteration 27Q: 3 clusters Score -681225.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -681296.062500 Penalty: 4286.200195
	Iteration 28Q: 3 clusters Score -681296.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -681365.000000 Penalty: 4286.200195
	Iteration 29Q: 3 clusters Score -681365 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -681414.250000 Penalty: 4286.200195
	Iteration 30Q: 3 clusters Score -681414.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -681469.250000 Penalty: 4286.200195
	Iteration 31Q: 3 clusters Score -681469.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -681521.937500 Penalty: 4286.200195
	Iteration 32Q: 3 clusters Score -681521.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -681567.500000 Penalty: 4286.200195
	Iteration 33Q: 3 clusters Score -681567.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -681603.500000 Penalty: 4286.200195
	Iteration 34Q: 3 clusters Score -681603.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -681619.875000 Penalty: 4286.200195
	Iteration 35Q: 3 clusters Score -681619.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -681629.187500 Penalty: 4286.200195
	Iteration 36Q: 3 clusters Score -681629.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -681635.937500 Penalty: 4286.200195
	Iteration 37Q: 3 clusters Score -681635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -681638.812500 Penalty: 4286.200195
	Iteration 38Q: 3 clusters Score -681638.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -681638.125000 Penalty: 4286.200195
	Iteration 39Q: 3 clusters Score -681638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -681637.875000 Penalty: 4286.200195
	Iteration 40F: 3 clusters Score -681637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Entering Unmasked Estep 
Score: -1027209.312500 Penalty: 2251.332031
	Iteration 0F: 2 clusters Score -1027209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1020284.125000 Penalty: 4502.664062
	Iteration 0F: 3 clusters Score -1020284 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1022242.000000 Penalty: 4502.664062
	Iteration 1F: 3 clusters Score -1022242 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1022494.375000 Penalty: 4502.664062
	Iteration 2F: 3 clusters Score -1022494 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1022655.687500 Penalty: 4502.664062
	Iteration 3Q: 3 clusters Score -1022656 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1022782.312500 Penalty: 4502.664062
	Iteration 4Q: 3 clusters Score -1022782 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1022913.312500 Penalty: 4502.664062
	Iteration 5Q: 3 clusters Score -1022913 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1023049.750000 Penalty: 4502.664062
	Iteration 6Q: 3 clusters Score -1023050 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1023210.500000 Penalty: 4502.664062
	Iteration 7Q: 3 clusters Score -1023210 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1023356.750000 Penalty: 4502.664062
	Iteration 8Q: 3 clusters Score -1023357 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1023491.625000 Penalty: 4502.664062
	Iteration 9Q: 3 clusters Score -1023492 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1023634.250000 Penalty: 4502.664062
	Iteration 10Q: 3 clusters Score -1023634 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1023804.562500 Penalty: 4502.664062
	Iteration 11Q: 3 clusters Score -1023805 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1023990.687500 Penalty: 4502.664062
	Iteration 12Q: 3 clusters Score -1023991 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1024182.562500 Penalty: 4502.664062
	Iteration 13Q: 3 clusters Score -1024183 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1024398.875000 Penalty: 4502.664062
	Iteration 14Q: 3 clusters Score -1024399 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1024605.000000 Penalty: 4502.664062
	Iteration 15Q: 3 clusters Score -1024605 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1024771.937500 Penalty: 4502.664062
	Iteration 16Q: 3 clusters Score -1024772 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1024896.062500 Penalty: 4502.664062
	Iteration 17Q: 3 clusters Score -1024896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1024986.937500 Penalty: 4502.664062
	Iteration 18Q: 3 clusters Score -1024987 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1025060.875000 Penalty: 4502.664062
	Iteration 19Q: 3 clusters Score -1025061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1025096.562500 Penalty: 4502.664062
	Iteration 20F: 3 clusters Score -1025097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1025122.187500 Penalty: 4502.664062
	Iteration 21Q: 3 clusters Score -1025122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1025144.562500 Penalty: 4502.664062
	Iteration 22Q: 3 clusters Score -1025145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1025161.000000 Penalty: 4502.664062
	Iteration 23Q: 3 clusters Score -1025161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1025174.000000 Penalty: 4502.664062
	Iteration 24Q: 3 clusters Score -1025174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1025187.562500 Penalty: 4502.664062
	Iteration 25Q: 3 clusters Score -1025188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1025202.437500 Penalty: 4502.664062
	Iteration 26Q: 3 clusters Score -1025202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1025211.625000 Penalty: 4502.664062
	Iteration 27Q: 3 clusters Score -1025212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1025221.875000 Penalty: 4502.664062
	Iteration 28Q: 3 clusters Score -1025222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1025232.875000 Penalty: 4502.664062
	Iteration 29Q: 3 clusters Score -1025233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1025244.937500 Penalty: 4502.664062
	Iteration 30Q: 3 clusters Score -1025245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1025257.562500 Penalty: 4502.664062
	Iteration 31Q: 3 clusters Score -1025258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1025264.875000 Penalty: 4502.664062
	Iteration 32Q: 3 clusters Score -1025265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1025271.687500 Penalty: 4502.664062
	Iteration 33Q: 3 clusters Score -1025272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1025270.062500 Penalty: 4502.664062
	Iteration 34Q: 3 clusters Score -1025270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1025273.125000 Penalty: 4502.664062
	Iteration 35Q: 3 clusters Score -1025273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1025273.125000 Penalty: 4502.664062
	Iteration 36F: 3 clusters Score -1025273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Entering Unmasked Estep 
Score: -2413301.500000 Penalty: 2461.874023
	Iteration 0F: 2 clusters Score -2413302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2398919.250000 Penalty: 4923.748047
	Iteration 0F: 3 clusters Score -2398919 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2403768.500000 Penalty: 4923.748047
	Iteration 1F: 3 clusters Score -2403768 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2404147.750000 Penalty: 4923.748047
	Iteration 2F: 3 clusters Score -2404148 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2404418.250000 Penalty: 4923.748047
	Iteration 3Q: 3 clusters Score -2404418 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2404667.500000 Penalty: 4923.748047
	Iteration 4Q: 3 clusters Score -2404668 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2404924.500000 Penalty: 4923.748047
	Iteration 5Q: 3 clusters Score -2404924 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2405198.500000 Penalty: 4923.748047
	Iteration 6Q: 3 clusters Score -2405198 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2405628.000000 Penalty: 4923.748047
	Iteration 7Q: 3 clusters Score -2405628 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2406190.250000 Penalty: 4923.748047
	Iteration 8Q: 3 clusters Score -2406190 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2406904.250000 Penalty: 4923.748047
	Iteration 9F: 3 clusters Score -2406904 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2407819.750000 Penalty: 4923.748047
	Iteration 10F: 3 clusters Score -2407820 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2408881.750000 Penalty: 4923.748047
	Iteration 11F: 3 clusters Score -2408882 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2409767.000000 Penalty: 4923.748047
	Iteration 12Q: 3 clusters Score -2409767 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2410340.250000 Penalty: 4923.748047
	Iteration 13Q: 3 clusters Score -2410340 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2410707.000000 Penalty: 4923.748047
	Iteration 14Q: 3 clusters Score -2410707 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2410897.250000 Penalty: 4923.748047
	Iteration 15Q: 3 clusters Score -2410897 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2410990.750000 Penalty: 4923.748047
	Iteration 16Q: 3 clusters Score -2410991 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2411048.000000 Penalty: 4923.748047
	Iteration 17Q: 3 clusters Score -2411048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2411091.000000 Penalty: 4923.748047
	Iteration 18Q: 3 clusters Score -2411091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2411120.000000 Penalty: 4923.748047
	Iteration 19Q: 3 clusters Score -2411120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2411133.500000 Penalty: 4923.748047
	Iteration 20F: 3 clusters Score -2411134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2411140.000000 Penalty: 4923.748047
	Iteration 21Q: 3 clusters Score -2411140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2411145.750000 Penalty: 4923.748047
	Iteration 22Q: 3 clusters Score -2411146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2411148.750000 Penalty: 4923.748047
	Iteration 23Q: 3 clusters Score -2411149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2411149.250000 Penalty: 4923.748047
	Iteration 24Q: 3 clusters Score -2411149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2411152.500000 Penalty: 4923.748047
	Iteration 25Q: 3 clusters Score -2411152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2411156.750000 Penalty: 4923.748047
	Iteration 26Q: 3 clusters Score -2411157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2411157.750000 Penalty: 4923.748047
	Iteration 27Q: 3 clusters Score -2411158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2411157.750000 Penalty: 4923.748047
	Iteration 28F: 3 clusters Score -2411158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173831 members 
Mstep: Class 2 contains 90730 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173557 members 
Mstep: Class 6 contains 24640 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15145 members 
Mstep: Class 13 contains 110654 members 
Mstep: Class 14 contains 150206 members 
Mstep: Class 15 contains 163747 members 
Mstep: Class 16 contains 64974 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060848.000000 Penalty: 108497.656250
Iteration 239Q: 32 clusters Score -1.560608e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173831 members 
Mstep: Class 2 contains 90731 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173556 members 
Mstep: Class 6 contains 24640 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15145 members 
Mstep: Class 13 contains 110654 members 
Mstep: Class 14 contains 150206 members 
Mstep: Class 15 contains 163747 members 
Mstep: Class 16 contains 64973 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39734 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060864.000000 Penalty: 108497.656250
Iteration 240F: 32 clusters Score -1.560609e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173832 members 
Mstep: Class 2 contains 90731 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173557 members 
Mstep: Class 6 contains 24640 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15145 members 
Mstep: Class 13 contains 110654 members 
Mstep: Class 14 contains 150206 members 
Mstep: Class 15 contains 163747 members 
Mstep: Class 16 contains 64971 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 39367 members 
Mstep: Class 28 contains 39734 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060848.000000 Penalty: 108497.656250
Iteration 241Q: 32 clusters Score -1.560608e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173832 members 
Mstep: Class 2 contains 90731 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173559 members 
Mstep: Class 6 contains 24640 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15145 members 
Mstep: Class 13 contains 110654 members 
Mstep: Class 14 contains 150205 members 
Mstep: Class 15 contains 163747 members 
Mstep: Class 16 contains 64971 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 39366 members 
Mstep: Class 28 contains 39734 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060848.000000 Penalty: 108497.656250
Iteration 242Q: 32 clusters Score -1.560608e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173832 members 
Mstep: Class 2 contains 90732 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173559 members 
Mstep: Class 6 contains 24640 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15145 members 
Mstep: Class 13 contains 110654 members 
Mstep: Class 14 contains 150205 members 
Mstep: Class 15 contains 163747 members 
Mstep: Class 16 contains 64971 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 39365 members 
Mstep: Class 28 contains 39734 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060848.000000 Penalty: 108497.656250
Iteration 243Q: 32 clusters Score -1.560608e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173832 members 
Mstep: Class 2 contains 90734 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173557 members 
Mstep: Class 6 contains 24640 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15145 members 
Mstep: Class 13 contains 110654 members 
Mstep: Class 14 contains 150205 members 
Mstep: Class 15 contains 163747 members 
Mstep: Class 16 contains 64971 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 39365 members 
Mstep: Class 28 contains 39734 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060848.000000 Penalty: 108497.656250
Iteration 244Q: 32 clusters Score -1.560608e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173832 members 
Mstep: Class 2 contains 90734 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 173557 members 
Mstep: Class 6 contains 24640 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15145 members 
Mstep: Class 13 contains 110654 members 
Mstep: Class 14 contains 150205 members 
Mstep: Class 15 contains 163747 members 
Mstep: Class 16 contains 64971 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 6097 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 39365 members 
Mstep: Class 28 contains 39734 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 8760 members 
Mstep: Class 31 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060848.000000 Penalty: 108497.656250
Iteration 245F: 32 clusters Score -1.560608e+08 nChanged 0
Entering ConstructFrom: 
Score: -156060848.000000 Penalty: 108497.656250
Entering ConstructFrom: 
Trying to split cluster 1 (173832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173832 members 
Entering Unmasked Estep 
Score: -20754936.000000 Penalty: 2992.329346
	Iteration 0F: 2 clusters Score -2.075494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -20645886.000000 Penalty: 5984.658691
	Iteration 0F: 3 clusters Score -2.064589e+07 nChanged 83247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 82800 members 
Entering Unmasked Estep 
Score: -20694124.000000 Penalty: 5984.658691
	Iteration 1F: 3 clusters Score -2.069412e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93710 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -20695444.000000 Penalty: 5984.658691
	Iteration 2Q: 3 clusters Score -2.069544e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -20697510.000000 Penalty: 5984.658691
	Iteration 3Q: 3 clusters Score -2.069751e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104576 members 
Mstep: Class 2 contains 69256 members 
Entering Unmasked Estep 
Score: -20701092.000000 Penalty: 5984.658691
	Iteration 4Q: 3 clusters Score -2.070109e+07 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114133 members 
Mstep: Class 2 contains 59699 members 
Entering Unmasked Estep 
Score: -20706794.000000 Penalty: 5984.658691
	Iteration 5F: 3 clusters Score -2.070679e+07 nChanged 13213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126708 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -20716316.000000 Penalty: 5984.658691
	Iteration 6F: 3 clusters Score -2.071632e+07 nChanged 14541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140963 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -20728670.000000 Penalty: 5984.658691
	Iteration 7F: 3 clusters Score -2.072867e+07 nChanged 13200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154095 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -20740020.000000 Penalty: 5984.658691
	Iteration 8F: 3 clusters Score -2.074002e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163915 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -20746950.000000 Penalty: 5984.658691
	Iteration 9F: 3 clusters Score -2.074695e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169467 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -20750238.000000 Penalty: 5984.658691
	Iteration 10Q: 3 clusters Score -2.075024e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171950 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -20751580.000000 Penalty: 5984.658691
	Iteration 11Q: 3 clusters Score -2.075158e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172887 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -20751968.000000 Penalty: 5984.658691
	Iteration 12Q: 3 clusters Score -2.075197e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173203 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -20752176.000000 Penalty: 5984.658691
	Iteration 13Q: 3 clusters Score -2.075218e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173334 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -20752304.000000 Penalty: 5984.658691
	Iteration 14Q: 3 clusters Score -2.07523e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173395 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -20752320.000000 Penalty: 5984.658691
	Iteration 15Q: 3 clusters Score -2.075232e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173420 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -20752384.000000 Penalty: 5984.658691
	Iteration 16Q: 3 clusters Score -2.075238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173436 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -20752396.000000 Penalty: 5984.658691
	Iteration 17Q: 3 clusters Score -2.07524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173442 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -20752406.000000 Penalty: 5984.658691
	Iteration 18Q: 3 clusters Score -2.075241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173451 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -20752434.000000 Penalty: 5984.658691
	Iteration 19Q: 3 clusters Score -2.075243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173461 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -20752444.000000 Penalty: 5984.658691
	Iteration 20F: 3 clusters Score -2.075244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173461 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -20752466.000000 Penalty: 5984.658691
	Iteration 21Q: 3 clusters Score -2.075247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173464 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -20752454.000000 Penalty: 5984.658691
	Iteration 22Q: 3 clusters Score -2.075245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173464 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -20752472.000000 Penalty: 5984.658691
	Iteration 23Q: 3 clusters Score -2.075247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173465 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20752458.000000 Penalty: 5984.658691
	Iteration 24Q: 3 clusters Score -2.075246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173468 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -20752472.000000 Penalty: 5984.658691
	Iteration 25Q: 3 clusters Score -2.075247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173469 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -20752474.000000 Penalty: 5984.658691
	Iteration 26Q: 3 clusters Score -2.075247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173474 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20752482.000000 Penalty: 5984.658691
	Iteration 27Q: 3 clusters Score -2.075248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173477 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20752490.000000 Penalty: 5984.658691
	Iteration 28Q: 3 clusters Score -2.075249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173478 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -20752486.000000 Penalty: 5984.658691
	Iteration 29Q: 3 clusters Score -2.075249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173481 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -20752486.000000 Penalty: 5984.658691
	Iteration 30Q: 3 clusters Score -2.075249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173482 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20752486.000000 Penalty: 5984.658691
	Iteration 31Q: 3 clusters Score -2.075249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173483 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -20752490.000000 Penalty: 5984.658691
	Iteration 32Q: 3 clusters Score -2.075249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173485 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20752490.000000 Penalty: 5984.658691
	Iteration 33Q: 3 clusters Score -2.075249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173483 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -20752496.000000 Penalty: 5984.658691
	Iteration 34Q: 3 clusters Score -2.07525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173484 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -20752506.000000 Penalty: 5984.658691
	Iteration 35Q: 3 clusters Score -2.075251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173488 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20752494.000000 Penalty: 5984.658691
	Iteration 36Q: 3 clusters Score -2.075249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173491 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20752506.000000 Penalty: 5984.658691
	Iteration 37Q: 3 clusters Score -2.075251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173492 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -20752504.000000 Penalty: 5984.658691
	Iteration 38Q: 3 clusters Score -2.07525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173493 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20752512.000000 Penalty: 5984.658691
	Iteration 39Q: 3 clusters Score -2.075251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173494 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -20752518.000000 Penalty: 5984.658691
	Iteration 40F: 3 clusters Score -2.075252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173495 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -20752524.000000 Penalty: 5984.658691
	Iteration 41Q: 3 clusters Score -2.075252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173497 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20752516.000000 Penalty: 5984.658691
	Iteration 42Q: 3 clusters Score -2.075252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173498 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20752522.000000 Penalty: 5984.658691
	Iteration 43Q: 3 clusters Score -2.075252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173498 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20752522.000000 Penalty: 5984.658691
	Iteration 44F: 3 clusters Score -2.075252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (90734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90734 members 
Entering Unmasked Estep 
Score: -10766339.000000 Penalty: 2831.090576
	Iteration 0F: 2 clusters Score -1.076634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -10705738.000000 Penalty: 5662.181152
	Iteration 0F: 3 clusters Score -1.070574e+07 nChanged 42799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -10729894.000000 Penalty: 5662.181152
	Iteration 1F: 3 clusters Score -1.072989e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -10730768.000000 Penalty: 5662.181152
	Iteration 2Q: 3 clusters Score -1.073077e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -10731633.000000 Penalty: 5662.181152
	Iteration 3Q: 3 clusters Score -1.073163e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -10732804.000000 Penalty: 5662.181152
	Iteration 4Q: 3 clusters Score -1.07328e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -10734361.000000 Penalty: 5662.181152
	Iteration 5Q: 3 clusters Score -1.073436e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -10737067.000000 Penalty: 5662.181152
	Iteration 6F: 3 clusters Score -1.073707e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -10741098.000000 Penalty: 5662.181152
	Iteration 7F: 3 clusters Score -1.07411e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -10746727.000000 Penalty: 5662.181152
	Iteration 8F: 3 clusters Score -1.074673e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -10752875.000000 Penalty: 5662.181152
	Iteration 9F: 3 clusters Score -1.075288e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -10757949.000000 Penalty: 5662.181152
	Iteration 10F: 3 clusters Score -1.075795e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -10760782.000000 Penalty: 5662.181152
	Iteration 11Q: 3 clusters Score -1.076078e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -10762186.000000 Penalty: 5662.181152
	Iteration 12Q: 3 clusters Score -1.076219e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87830 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -10762908.000000 Penalty: 5662.181152
	Iteration 13Q: 3 clusters Score -1.076291e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -10763310.000000 Penalty: 5662.181152
	Iteration 14Q: 3 clusters Score -1.076331e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -10763491.000000 Penalty: 5662.181152
	Iteration 15Q: 3 clusters Score -1.076349e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -10763623.000000 Penalty: 5662.181152
	Iteration 16Q: 3 clusters Score -1.076362e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -10763696.000000 Penalty: 5662.181152
	Iteration 17Q: 3 clusters Score -1.07637e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -10763729.000000 Penalty: 5662.181152
	Iteration 18Q: 3 clusters Score -1.076373e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89348 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -10763769.000000 Penalty: 5662.181152
	Iteration 19Q: 3 clusters Score -1.076377e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -10763825.000000 Penalty: 5662.181152
	Iteration 20F: 3 clusters Score -1.076382e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10763872.000000 Penalty: 5662.181152
	Iteration 21Q: 3 clusters Score -1.076387e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89512 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10763886.000000 Penalty: 5662.181152
	Iteration 22Q: 3 clusters Score -1.076389e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -10763901.000000 Penalty: 5662.181152
	Iteration 23Q: 3 clusters Score -1.07639e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10763917.000000 Penalty: 5662.181152
	Iteration 24Q: 3 clusters Score -1.076392e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10763928.000000 Penalty: 5662.181152
	Iteration 25Q: 3 clusters Score -1.076393e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -10763956.000000 Penalty: 5662.181152
	Iteration 26Q: 3 clusters Score -1.076396e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -10763980.000000 Penalty: 5662.181152
	Iteration 27Q: 3 clusters Score -1.076398e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89691 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10764004.000000 Penalty: 5662.181152
	Iteration 28Q: 3 clusters Score -1.0764e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10764013.000000 Penalty: 5662.181152
	Iteration 29Q: 3 clusters Score -1.076401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -10764013.000000 Penalty: 5662.181152
	Iteration 30Q: 3 clusters Score -1.076401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -10764025.000000 Penalty: 5662.181152
	Iteration 31Q: 3 clusters Score -1.076402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10764026.000000 Penalty: 5662.181152
	Iteration 32Q: 3 clusters Score -1.076403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10764025.000000 Penalty: 5662.181152
	Iteration 33Q: 3 clusters Score -1.076402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -10764027.000000 Penalty: 5662.181152
	Iteration 34Q: 3 clusters Score -1.076403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10764041.000000 Penalty: 5662.181152
	Iteration 35Q: 3 clusters Score -1.076404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10764039.000000 Penalty: 5662.181152
	Iteration 36Q: 3 clusters Score -1.076404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10764053.000000 Penalty: 5662.181152
	Iteration 37Q: 3 clusters Score -1.076405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10764058.000000 Penalty: 5662.181152
	Iteration 38Q: 3 clusters Score -1.076406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10764063.000000 Penalty: 5662.181152
	Iteration 39Q: 3 clusters Score -1.076406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10764066.000000 Penalty: 5662.181152
	Iteration 40F: 3 clusters Score -1.076407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10764058.000000 Penalty: 5662.181152
	Iteration 41Q: 3 clusters Score -1.076406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89815 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10764066.000000 Penalty: 5662.181152
	Iteration 42Q: 3 clusters Score -1.076407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89815 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10764070.000000 Penalty: 5662.181152
	Iteration 43Q: 3 clusters Score -1.076407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10764069.000000 Penalty: 5662.181152
	Iteration 44Q: 3 clusters Score -1.076407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10764069.000000 Penalty: 5662.181152
	Iteration 45F: 3 clusters Score -1.076407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Entering Unmasked Estep 
Score: -4121048.750000 Penalty: 2592.464355
	Iteration 0F: 2 clusters Score -4121049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -4097369.750000 Penalty: 5184.928711
	Iteration 0F: 3 clusters Score -4097370 nChanged 15812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -4106037.750000 Penalty: 5184.928711
	Iteration 1F: 3 clusters Score -4106038 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -4106574.500000 Penalty: 5184.928711
	Iteration 2Q: 3 clusters Score -4106574 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -4107110.250000 Penalty: 5184.928711
	Iteration 3Q: 3 clusters Score -4107110 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4107685.750000 Penalty: 5184.928711
	Iteration 4Q: 3 clusters Score -4107686 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -4108420.000000 Penalty: 5184.928711
	Iteration 5Q: 3 clusters Score -4108420 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -4109479.750000 Penalty: 5184.928711
	Iteration 6F: 3 clusters Score -4109480 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -4110938.250000 Penalty: 5184.928711
	Iteration 7F: 3 clusters Score -4110938 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -4112636.250000 Penalty: 5184.928711
	Iteration 8F: 3 clusters Score -4112636 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -4114349.000000 Penalty: 5184.928711
	Iteration 9F: 3 clusters Score -4114349 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4115678.000000 Penalty: 5184.928711
	Iteration 10F: 3 clusters Score -4115678 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -4116714.000000 Penalty: 5184.928711
	Iteration 11Q: 3 clusters Score -4116714 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -4117465.750000 Penalty: 5184.928711
	Iteration 12Q: 3 clusters Score -4117466 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -4118006.250000 Penalty: 5184.928711
	Iteration 13Q: 3 clusters Score -4118006 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -4118401.750000 Penalty: 5184.928711
	Iteration 14Q: 3 clusters Score -4118402 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4118632.000000 Penalty: 5184.928711
	Iteration 15Q: 3 clusters Score -4118632 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4118773.500000 Penalty: 5184.928711
	Iteration 16Q: 3 clusters Score -4118774 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -4118872.250000 Penalty: 5184.928711
	Iteration 17Q: 3 clusters Score -4118872 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -4118940.000000 Penalty: 5184.928711
	Iteration 18Q: 3 clusters Score -4118940 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -4118967.000000 Penalty: 5184.928711
	Iteration 19Q: 3 clusters Score -4118967 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -4118985.750000 Penalty: 5184.928711
	Iteration 20F: 3 clusters Score -4118986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -4119004.250000 Penalty: 5184.928711
	Iteration 21Q: 3 clusters Score -4119004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -4119020.750000 Penalty: 5184.928711
	Iteration 22Q: 3 clusters Score -4119021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -4119032.000000 Penalty: 5184.928711
	Iteration 23Q: 3 clusters Score -4119032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -4119039.000000 Penalty: 5184.928711
	Iteration 24Q: 3 clusters Score -4119039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4119044.000000 Penalty: 5184.928711
	Iteration 25Q: 3 clusters Score -4119044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -4119051.500000 Penalty: 5184.928711
	Iteration 26Q: 3 clusters Score -4119052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4119058.500000 Penalty: 5184.928711
	Iteration 27Q: 3 clusters Score -4119058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -4119059.750000 Penalty: 5184.928711
	Iteration 28Q: 3 clusters Score -4119060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4119060.000000 Penalty: 5184.928711
	Iteration 29Q: 3 clusters Score -4119060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -4119063.500000 Penalty: 5184.928711
	Iteration 30Q: 3 clusters Score -4119064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4119062.250000 Penalty: 5184.928711
	Iteration 31Q: 3 clusters Score -4119062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4119062.250000 Penalty: 5184.928711
	Iteration 32Q: 3 clusters Score -4119062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -4119070.000000 Penalty: 5184.928711
	Iteration 33Q: 3 clusters Score -4119070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -4119073.500000 Penalty: 5184.928711
	Iteration 34Q: 3 clusters Score -4119074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -4119074.750000 Penalty: 5184.928711
	Iteration 35Q: 3 clusters Score -4119075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -4119079.750000 Penalty: 5184.928711
	Iteration 36Q: 3 clusters Score -4119080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -4119078.500000 Penalty: 5184.928711
	Iteration 37Q: 3 clusters Score -4119078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -4119079.000000 Penalty: 5184.928711
	Iteration 38Q: 3 clusters Score -4119079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -4119082.250000 Penalty: 5184.928711
	Iteration 39Q: 3 clusters Score -4119082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4119084.750000 Penalty: 5184.928711
	Iteration 40F: 3 clusters Score -4119085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4119085.250000 Penalty: 5184.928711
	Iteration 41Q: 3 clusters Score -4119085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -4119086.750000 Penalty: 5184.928711
	Iteration 42Q: 3 clusters Score -4119087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4119087.750000 Penalty: 5184.928711
	Iteration 43Q: 3 clusters Score -4119088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -4119086.250000 Penalty: 5184.928711
	Iteration 44Q: 3 clusters Score -4119086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -4119087.000000 Penalty: 5184.928711
	Iteration 45Q: 3 clusters Score -4119087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -4119087.000000 Penalty: 5184.928711
	Iteration 46F: 3 clusters Score -4119087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Entering Unmasked Estep 
Score: -686040.625000 Penalty: 2146.276855
	Iteration 0F: 2 clusters Score -686040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -681034.937500 Penalty: 4292.553711
	Iteration 0F: 3 clusters Score -681034.9 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -682352.625000 Penalty: 4292.553711
	Iteration 1F: 3 clusters Score -682352.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -682589.312500 Penalty: 4292.553711
	Iteration 2F: 3 clusters Score -682589.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -682727.500000 Penalty: 4292.553711
	Iteration 3Q: 3 clusters Score -682727.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -682830.312500 Penalty: 4292.553711
	Iteration 4Q: 3 clusters Score -682830.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -682904.687500 Penalty: 4292.553711
	Iteration 5Q: 3 clusters Score -682904.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -682963.937500 Penalty: 4292.553711
	Iteration 6Q: 3 clusters Score -682963.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -683009.187500 Penalty: 4292.553711
	Iteration 7Q: 3 clusters Score -683009.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -683051.000000 Penalty: 4292.553711
	Iteration 8Q: 3 clusters Score -683051 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -683092.750000 Penalty: 4292.553711
	Iteration 9Q: 3 clusters Score -683092.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -683121.187500 Penalty: 4292.553711
	Iteration 10Q: 3 clusters Score -683121.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -683156.750000 Penalty: 4292.553711
	Iteration 11Q: 3 clusters Score -683156.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -683183.562500 Penalty: 4292.553711
	Iteration 12Q: 3 clusters Score -683183.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -683207.187500 Penalty: 4292.553711
	Iteration 13Q: 3 clusters Score -683207.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -683230.125000 Penalty: 4292.553711
	Iteration 14Q: 3 clusters Score -683230.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -683251.937500 Penalty: 4292.553711
	Iteration 15Q: 3 clusters Score -683251.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -683269.812500 Penalty: 4292.553711
	Iteration 16Q: 3 clusters Score -683269.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -683289.125000 Penalty: 4292.553711
	Iteration 17Q: 3 clusters Score -683289.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -683314.125000 Penalty: 4292.553711
	Iteration 18Q: 3 clusters Score -683314.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -683334.687500 Penalty: 4292.553711
	Iteration 19Q: 3 clusters Score -683334.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -683357.375000 Penalty: 4292.553711
	Iteration 20F: 3 clusters Score -683357.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -683376.437500 Penalty: 4292.553711
	Iteration 21Q: 3 clusters Score -683376.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -683399.250000 Penalty: 4292.553711
	Iteration 22Q: 3 clusters Score -683399.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -683416.062500 Penalty: 4292.553711
	Iteration 23Q: 3 clusters Score -683416.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -683429.062500 Penalty: 4292.553711
	Iteration 24Q: 3 clusters Score -683429.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -683439.250000 Penalty: 4292.553711
	Iteration 25Q: 3 clusters Score -683439.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -683454.687500 Penalty: 4292.553711
	Iteration 26Q: 3 clusters Score -683454.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -683473.875000 Penalty: 4292.553711
	Iteration 27Q: 3 clusters Score -683473.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -683501.375000 Penalty: 4292.553711
	Iteration 28Q: 3 clusters Score -683501.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -683524.812500 Penalty: 4292.553711
	Iteration 29Q: 3 clusters Score -683524.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -683557.312500 Penalty: 4292.553711
	Iteration 30Q: 3 clusters Score -683557.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -683600.500000 Penalty: 4292.553711
	Iteration 31Q: 3 clusters Score -683600.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -683647.937500 Penalty: 4292.553711
	Iteration 32Q: 3 clusters Score -683647.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -683684.875000 Penalty: 4292.553711
	Iteration 33Q: 3 clusters Score -683684.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -683726.312500 Penalty: 4292.553711
	Iteration 34Q: 3 clusters Score -683726.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -683770.250000 Penalty: 4292.553711
	Iteration 35Q: 3 clusters Score -683770.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -683806.062500 Penalty: 4292.553711
	Iteration 36Q: 3 clusters Score -683806.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -683838.312500 Penalty: 4292.553711
	Iteration 37Q: 3 clusters Score -683838.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -683872.500000 Penalty: 4292.553711
	Iteration 38Q: 3 clusters Score -683872.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -683907.875000 Penalty: 4292.553711
	Iteration 39Q: 3 clusters Score -683907.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -683937.812500 Penalty: 4292.553711
	Iteration 40F: 3 clusters Score -683937.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -683954.812500 Penalty: 4292.553711
	Iteration 41Q: 3 clusters Score -683954.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -683968.937500 Penalty: 4292.553711
	Iteration 42Q: 3 clusters Score -683968.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -683979.312500 Penalty: 4292.553711
	Iteration 43Q: 3 clusters Score -683979.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -683982.000000 Penalty: 4292.553711
	Iteration 44Q: 3 clusters Score -683982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -683985.562500 Penalty: 4292.553711
	Iteration 45Q: 3 clusters Score -683985.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -683989.687500 Penalty: 4292.553711
	Iteration 46Q: 3 clusters Score -683989.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -683993.875000 Penalty: 4292.553711
	Iteration 47Q: 3 clusters Score -683993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -683996.187500 Penalty: 4292.553711
	Iteration 48Q: 3 clusters Score -683996.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -684001.000000 Penalty: 4292.553711
	Iteration 49Q: 3 clusters Score -684001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -684001.250000 Penalty: 4292.553711
	Iteration 50Q: 3 clusters Score -684001.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -684005.125000 Penalty: 4292.553711
	Iteration 51Q: 3 clusters Score -684005.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -684007.000000 Penalty: 4292.553711
	Iteration 52Q: 3 clusters Score -684007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -684010.875000 Penalty: 4292.553711
	Iteration 53Q: 3 clusters Score -684010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -684012.750000 Penalty: 4292.553711
	Iteration 54Q: 3 clusters Score -684012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -684012.625000 Penalty: 4292.553711
	Iteration 55Q: 3 clusters Score -684012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -684016.437500 Penalty: 4292.553711
	Iteration 56Q: 3 clusters Score -684016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -684019.437500 Penalty: 4292.553711
	Iteration 57Q: 3 clusters Score -684019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -684021.875000 Penalty: 4292.553711
	Iteration 58Q: 3 clusters Score -684021.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -684023.500000 Penalty: 4292.553711
	Iteration 59Q: 3 clusters Score -684023.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -684023.187500 Penalty: 4292.553711
	Iteration 60F: 3 clusters Score -684023.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (173557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173557 members 
Entering Unmasked Estep 
Score: -20492912.000000 Penalty: 2991.936768
	Iteration 0F: 2 clusters Score -2.049291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -20377078.000000 Penalty: 5983.873535
	Iteration 0F: 3 clusters Score -2.037708e+07 nChanged 83177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -20425440.000000 Penalty: 5983.873535
	Iteration 1F: 3 clusters Score -2.042544e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90631 members 
Mstep: Class 2 contains 82926 members 
Entering Unmasked Estep 
Score: -20426076.000000 Penalty: 5983.873535
	Iteration 2Q: 3 clusters Score -2.042608e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92650 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -20426898.000000 Penalty: 5983.873535
	Iteration 3Q: 3 clusters Score -2.04269e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95729 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -20427850.000000 Penalty: 5983.873535
	Iteration 4Q: 3 clusters Score -2.042785e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100220 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -20429482.000000 Penalty: 5983.873535
	Iteration 5Q: 3 clusters Score -2.042948e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106926 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -20432588.000000 Penalty: 5983.873535
	Iteration 6Q: 3 clusters Score -2.043259e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116889 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -20438252.000000 Penalty: 5983.873535
	Iteration 7F: 3 clusters Score -2.043825e+07 nChanged 13565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130420 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -20448204.000000 Penalty: 5983.873535
	Iteration 8F: 3 clusters Score -2.04482e+07 nChanged 15935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146351 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -20462962.000000 Penalty: 5983.873535
	Iteration 9F: 3 clusters Score -2.046296e+07 nChanged 14598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160947 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -20477934.000000 Penalty: 5983.873535
	Iteration 10F: 3 clusters Score -2.047793e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169591 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -20486564.000000 Penalty: 5983.873535
	Iteration 11Q: 3 clusters Score -2.048656e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172476 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -20489250.000000 Penalty: 5983.873535
	Iteration 12Q: 3 clusters Score -2.048925e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173186 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -20489924.000000 Penalty: 5983.873535
	Iteration 13Q: 3 clusters Score -2.048992e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173329 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20490106.000000 Penalty: 5983.873535
	Iteration 14Q: 3 clusters Score -2.049011e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173355 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20490170.000000 Penalty: 5983.873535
	Iteration 15Q: 3 clusters Score -2.049017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173361 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20490188.000000 Penalty: 5983.873535
	Iteration 16Q: 3 clusters Score -2.049019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173368 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20490212.000000 Penalty: 5983.873535
	Iteration 17Q: 3 clusters Score -2.049021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173372 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20490220.000000 Penalty: 5983.873535
	Iteration 18Q: 3 clusters Score -2.049022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173373 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20490216.000000 Penalty: 5983.873535
	Iteration 19Q: 3 clusters Score -2.049022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173373 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20490216.000000 Penalty: 5983.873535
	Iteration 20F: 3 clusters Score -2.049022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Entering Unmasked Estep 
Score: -2837500.500000 Penalty: 2507.807373
	Iteration 0F: 2 clusters Score -2837500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2820299.500000 Penalty: 5015.614746
	Iteration 0F: 3 clusters Score -2820300 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2826456.250000 Penalty: 5015.614746
	Iteration 1F: 3 clusters Score -2826456 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2827049.000000 Penalty: 5015.614746
	Iteration 2F: 3 clusters Score -2827049 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2828017.500000 Penalty: 5015.614746
	Iteration 3F: 3 clusters Score -2828018 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2829584.750000 Penalty: 5015.614746
	Iteration 4F: 3 clusters Score -2829585 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2831545.500000 Penalty: 5015.614746
	Iteration 5F: 3 clusters Score -2831546 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2833319.750000 Penalty: 5015.614746
	Iteration 6F: 3 clusters Score -2833320 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2834514.250000 Penalty: 5015.614746
	Iteration 7F: 3 clusters Score -2834514 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2835226.750000 Penalty: 5015.614746
	Iteration 8Q: 3 clusters Score -2835227 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2835600.250000 Penalty: 5015.614746
	Iteration 9Q: 3 clusters Score -2835600 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2835828.750000 Penalty: 5015.614746
	Iteration 10Q: 3 clusters Score -2835829 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2835984.250000 Penalty: 5015.614746
	Iteration 11Q: 3 clusters Score -2835984 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2836080.250000 Penalty: 5015.614746
	Iteration 12Q: 3 clusters Score -2836080 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2836125.250000 Penalty: 5015.614746
	Iteration 13Q: 3 clusters Score -2836125 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2836171.250000 Penalty: 5015.614746
	Iteration 14Q: 3 clusters Score -2836171 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2836192.250000 Penalty: 5015.614746
	Iteration 15Q: 3 clusters Score -2836192 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2836223.750000 Penalty: 5015.614746
	Iteration 16Q: 3 clusters Score -2836224 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2836246.500000 Penalty: 5015.614746
	Iteration 17Q: 3 clusters Score -2836246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2836259.000000 Penalty: 5015.614746
	Iteration 18Q: 3 clusters Score -2836259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2836278.500000 Penalty: 5015.614746
	Iteration 19Q: 3 clusters Score -2836278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2836297.250000 Penalty: 5015.614746
	Iteration 20F: 3 clusters Score -2836297 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2836294.250000 Penalty: 5015.614746
	Iteration 21Q: 3 clusters Score -2836294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2836305.500000 Penalty: 5015.614746
	Iteration 22Q: 3 clusters Score -2836306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2836312.500000 Penalty: 5015.614746
	Iteration 23Q: 3 clusters Score -2836312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2836318.750000 Penalty: 5015.614746
	Iteration 24Q: 3 clusters Score -2836319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2836321.750000 Penalty: 5015.614746
	Iteration 25Q: 3 clusters Score -2836322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2836339.750000 Penalty: 5015.614746
	Iteration 26Q: 3 clusters Score -2836340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2836346.500000 Penalty: 5015.614746
	Iteration 27Q: 3 clusters Score -2836346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2836353.500000 Penalty: 5015.614746
	Iteration 28Q: 3 clusters Score -2836354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2836363.250000 Penalty: 5015.614746
	Iteration 29Q: 3 clusters Score -2836363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2836376.000000 Penalty: 5015.614746
	Iteration 30Q: 3 clusters Score -2836376 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2836382.500000 Penalty: 5015.614746
	Iteration 31Q: 3 clusters Score -2836382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2836404.750000 Penalty: 5015.614746
	Iteration 32Q: 3 clusters Score -2836405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2836407.000000 Penalty: 5015.614746
	Iteration 33Q: 3 clusters Score -2836407 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2836414.250000 Penalty: 5015.614746
	Iteration 34Q: 3 clusters Score -2836414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2836420.750000 Penalty: 5015.614746
	Iteration 35Q: 3 clusters Score -2836421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2836431.000000 Penalty: 5015.614746
	Iteration 36Q: 3 clusters Score -2836431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2836439.250000 Penalty: 5015.614746
	Iteration 37Q: 3 clusters Score -2836439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2836446.500000 Penalty: 5015.614746
	Iteration 38Q: 3 clusters Score -2836446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2836463.500000 Penalty: 5015.614746
	Iteration 39Q: 3 clusters Score -2836464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2836473.750000 Penalty: 5015.614746
	Iteration 40F: 3 clusters Score -2836474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2836482.750000 Penalty: 5015.614746
	Iteration 41Q: 3 clusters Score -2836483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2836490.750000 Penalty: 5015.614746
	Iteration 42Q: 3 clusters Score -2836491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2836505.750000 Penalty: 5015.614746
	Iteration 43Q: 3 clusters Score -2836506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2836528.250000 Penalty: 5015.614746
	Iteration 44Q: 3 clusters Score -2836528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2836549.750000 Penalty: 5015.614746
	Iteration 45Q: 3 clusters Score -2836550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2836591.250000 Penalty: 5015.614746
	Iteration 46Q: 3 clusters Score -2836591 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2836675.250000 Penalty: 5015.614746
	Iteration 47Q: 3 clusters Score -2836675 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2836798.000000 Penalty: 5015.614746
	Iteration 48Q: 3 clusters Score -2836798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2836860.000000 Penalty: 5015.614746
	Iteration 49Q: 3 clusters Score -2836860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2836881.000000 Penalty: 5015.614746
	Iteration 50Q: 3 clusters Score -2836881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2836898.500000 Penalty: 5015.614746
	Iteration 51Q: 3 clusters Score -2836898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2836916.500000 Penalty: 5015.614746
	Iteration 52Q: 3 clusters Score -2836916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2836926.750000 Penalty: 5015.614746
	Iteration 53Q: 3 clusters Score -2836927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2836937.000000 Penalty: 5015.614746
	Iteration 54Q: 3 clusters Score -2836937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2836940.250000 Penalty: 5015.614746
	Iteration 55Q: 3 clusters Score -2836940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2836936.500000 Penalty: 5015.614746
	Iteration 56Q: 3 clusters Score -2836936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2836939.500000 Penalty: 5015.614746
	Iteration 57Q: 3 clusters Score -2836940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2836950.000000 Penalty: 5015.614746
	Iteration 58Q: 3 clusters Score -2836950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2836957.500000 Penalty: 5015.614746
	Iteration 59Q: 3 clusters Score -2836958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2836967.250000 Penalty: 5015.614746
	Iteration 60F: 3 clusters Score -2836967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2836975.750000 Penalty: 5015.614746
	Iteration 61Q: 3 clusters Score -2836976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2836973.500000 Penalty: 5015.614746
	Iteration 62Q: 3 clusters Score -2836974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2836975.000000 Penalty: 5015.614746
	Iteration 63Q: 3 clusters Score -2836975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2836976.500000 Penalty: 5015.614746
	Iteration 64Q: 3 clusters Score -2836976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2836975.000000 Penalty: 5015.614746
	Iteration 65Q: 3 clusters Score -2836975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2836976.000000 Penalty: 5015.614746
	Iteration 66Q: 3 clusters Score -2836976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2836973.250000 Penalty: 5015.614746
	Iteration 67Q: 3 clusters Score -2836973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2836973.250000 Penalty: 5015.614746
	Iteration 68F: 3 clusters Score -2836973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Entering Unmasked Estep 
Score: -1240718.125000 Penalty: 2318.307129
	Iteration 0F: 2 clusters Score -1240718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1232147.500000 Penalty: 4636.614258
	Iteration 0F: 3 clusters Score -1232148 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1235434.250000 Penalty: 4636.614258
	Iteration 1F: 3 clusters Score -1235434 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1236451.500000 Penalty: 4636.614258
	Iteration 2F: 3 clusters Score -1236452 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1237213.500000 Penalty: 4636.614258
	Iteration 3F: 3 clusters Score -1237214 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1237753.250000 Penalty: 4636.614258
	Iteration 4F: 3 clusters Score -1237753 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1238194.125000 Penalty: 4636.614258
	Iteration 5F: 3 clusters Score -1238194 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1238519.750000 Penalty: 4636.614258
	Iteration 6Q: 3 clusters Score -1238520 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1238786.500000 Penalty: 4636.614258
	Iteration 7Q: 3 clusters Score -1238786 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1239016.500000 Penalty: 4636.614258
	Iteration 8Q: 3 clusters Score -1239016 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1239270.500000 Penalty: 4636.614258
	Iteration 9Q: 3 clusters Score -1239270 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1239553.250000 Penalty: 4636.614258
	Iteration 10Q: 3 clusters Score -1239553 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1239765.875000 Penalty: 4636.614258
	Iteration 11Q: 3 clusters Score -1239766 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1239943.750000 Penalty: 4636.614258
	Iteration 12Q: 3 clusters Score -1239944 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1240082.000000 Penalty: 4636.614258
	Iteration 13Q: 3 clusters Score -1240082 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1240177.375000 Penalty: 4636.614258
	Iteration 14Q: 3 clusters Score -1240177 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1240242.500000 Penalty: 4636.614258
	Iteration 15Q: 3 clusters Score -1240242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1240288.875000 Penalty: 4636.614258
	Iteration 16Q: 3 clusters Score -1240289 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1240325.000000 Penalty: 4636.614258
	Iteration 17Q: 3 clusters Score -1240325 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1240359.250000 Penalty: 4636.614258
	Iteration 18Q: 3 clusters Score -1240359 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1240378.375000 Penalty: 4636.614258
	Iteration 19Q: 3 clusters Score -1240378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1240391.875000 Penalty: 4636.614258
	Iteration 20F: 3 clusters Score -1240392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1240399.375000 Penalty: 4636.614258
	Iteration 21Q: 3 clusters Score -1240399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1240400.625000 Penalty: 4636.614258
	Iteration 22Q: 3 clusters Score -1240401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1240407.125000 Penalty: 4636.614258
	Iteration 23Q: 3 clusters Score -1240407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1240409.000000 Penalty: 4636.614258
	Iteration 24Q: 3 clusters Score -1240409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1240410.125000 Penalty: 4636.614258
	Iteration 25Q: 3 clusters Score -1240410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1240411.000000 Penalty: 4636.614258
	Iteration 26Q: 3 clusters Score -1240411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1240409.000000 Penalty: 4636.614258
	Iteration 27Q: 3 clusters Score -1240409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1240411.375000 Penalty: 4636.614258
	Iteration 28Q: 3 clusters Score -1240411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1240414.375000 Penalty: 4636.614258
	Iteration 29Q: 3 clusters Score -1240414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1240415.250000 Penalty: 4636.614258
	Iteration 30Q: 3 clusters Score -1240415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1240410.875000 Penalty: 4636.614258
	Iteration 31Q: 3 clusters Score -1240411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1240415.250000 Penalty: 4636.614258
	Iteration 32Q: 3 clusters Score -1240415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1240415.000000 Penalty: 4636.614258
	Iteration 33Q: 3 clusters Score -1240415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1240415.000000 Penalty: 4636.614258
	Iteration 34Q: 3 clusters Score -1240415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1240415.000000 Penalty: 4636.614258
	Iteration 35F: 3 clusters Score -1240415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Entering Unmasked Estep 
Score: -250980.390625 Penalty: 1912.907837
	Iteration 0F: 2 clusters Score -250980.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -248206.296875 Penalty: 3825.815674
	Iteration 0F: 3 clusters Score -248206.3 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -248747.109375 Penalty: 3825.815674
	Iteration 1F: 3 clusters Score -248747.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -248883.375000 Penalty: 3825.815674
	Iteration 2F: 3 clusters Score -248883.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -248955.265625 Penalty: 3825.815674
	Iteration 3Q: 3 clusters Score -248955.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -249011.156250 Penalty: 3825.815674
	Iteration 4Q: 3 clusters Score -249011.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -249051.062500 Penalty: 3825.815674
	Iteration 5Q: 3 clusters Score -249051.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -249074.140625 Penalty: 3825.815674
	Iteration 6Q: 3 clusters Score -249074.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -249090.265625 Penalty: 3825.815674
	Iteration 7Q: 3 clusters Score -249090.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -249107.937500 Penalty: 3825.815674
	Iteration 8Q: 3 clusters Score -249107.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -249118.187500 Penalty: 3825.815674
	Iteration 9Q: 3 clusters Score -249118.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -249130.671875 Penalty: 3825.815674
	Iteration 10Q: 3 clusters Score -249130.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -249139.734375 Penalty: 3825.815674
	Iteration 11Q: 3 clusters Score -249139.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -249148.390625 Penalty: 3825.815674
	Iteration 12Q: 3 clusters Score -249148.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -249155.109375 Penalty: 3825.815674
	Iteration 13Q: 3 clusters Score -249155.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -249161.875000 Penalty: 3825.815674
	Iteration 14Q: 3 clusters Score -249161.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -249166.390625 Penalty: 3825.815674
	Iteration 15Q: 3 clusters Score -249166.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -249170.093750 Penalty: 3825.815674
	Iteration 16Q: 3 clusters Score -249170.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -249172.468750 Penalty: 3825.815674
	Iteration 17Q: 3 clusters Score -249172.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -249173.125000 Penalty: 3825.815674
	Iteration 18Q: 3 clusters Score -249173.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -249173.265625 Penalty: 3825.815674
	Iteration 19Q: 3 clusters Score -249173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -249173.906250 Penalty: 3825.815674
	Iteration 20F: 3 clusters Score -249173.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Entering Unmasked Estep 
Score: -988296.812500 Penalty: 2237.236572
	Iteration 0F: 2 clusters Score -988296.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -981691.375000 Penalty: 4474.473145
	Iteration 0F: 3 clusters Score -981691.4 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -983511.937500 Penalty: 4474.473145
	Iteration 1F: 3 clusters Score -983511.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -983813.687500 Penalty: 4474.473145
	Iteration 2F: 3 clusters Score -983813.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -984032.562500 Penalty: 4474.473145
	Iteration 3F: 3 clusters Score -984032.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -984210.437500 Penalty: 4474.473145
	Iteration 4Q: 3 clusters Score -984210.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -984334.375000 Penalty: 4474.473145
	Iteration 5Q: 3 clusters Score -984334.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -984441.687500 Penalty: 4474.473145
	Iteration 6Q: 3 clusters Score -984441.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -984567.875000 Penalty: 4474.473145
	Iteration 7Q: 3 clusters Score -984567.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -984701.250000 Penalty: 4474.473145
	Iteration 8Q: 3 clusters Score -984701.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -984815.937500 Penalty: 4474.473145
	Iteration 9Q: 3 clusters Score -984815.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -984935.125000 Penalty: 4474.473145
	Iteration 10Q: 3 clusters Score -984935.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -985065.125000 Penalty: 4474.473145
	Iteration 11Q: 3 clusters Score -985065.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -985207.187500 Penalty: 4474.473145
	Iteration 12Q: 3 clusters Score -985207.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -985338.000000 Penalty: 4474.473145
	Iteration 13Q: 3 clusters Score -985338 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -985464.937500 Penalty: 4474.473145
	Iteration 14Q: 3 clusters Score -985464.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -985590.562500 Penalty: 4474.473145
	Iteration 15Q: 3 clusters Score -985590.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -985697.187500 Penalty: 4474.473145
	Iteration 16Q: 3 clusters Score -985697.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -985804.875000 Penalty: 4474.473145
	Iteration 17Q: 3 clusters Score -985804.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -985905.375000 Penalty: 4474.473145
	Iteration 18Q: 3 clusters Score -985905.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -986015.937500 Penalty: 4474.473145
	Iteration 19Q: 3 clusters Score -986015.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -986122.187500 Penalty: 4474.473145
	Iteration 20F: 3 clusters Score -986122.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -986220.125000 Penalty: 4474.473145
	Iteration 21Q: 3 clusters Score -986220.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -986294.000000 Penalty: 4474.473145
	Iteration 22Q: 3 clusters Score -986294 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -986350.687500 Penalty: 4474.473145
	Iteration 23Q: 3 clusters Score -986350.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -986394.437500 Penalty: 4474.473145
	Iteration 24Q: 3 clusters Score -986394.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -986436.187500 Penalty: 4474.473145
	Iteration 25Q: 3 clusters Score -986436.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -986462.687500 Penalty: 4474.473145
	Iteration 26Q: 3 clusters Score -986462.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -986488.375000 Penalty: 4474.473145
	Iteration 27Q: 3 clusters Score -986488.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -986504.812500 Penalty: 4474.473145
	Iteration 28Q: 3 clusters Score -986504.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -986515.375000 Penalty: 4474.473145
	Iteration 29Q: 3 clusters Score -986515.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -986524.125000 Penalty: 4474.473145
	Iteration 30Q: 3 clusters Score -986524.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -986531.500000 Penalty: 4474.473145
	Iteration 31Q: 3 clusters Score -986531.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -986536.687500 Penalty: 4474.473145
	Iteration 32Q: 3 clusters Score -986536.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -986537.812500 Penalty: 4474.473145
	Iteration 33Q: 3 clusters Score -986537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -986539.250000 Penalty: 4474.473145
	Iteration 34Q: 3 clusters Score -986539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -986539.750000 Penalty: 4474.473145
	Iteration 35Q: 3 clusters Score -986539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -986538.812500 Penalty: 4474.473145
	Iteration 36Q: 3 clusters Score -986538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -986538.125000 Penalty: 4474.473145
	Iteration 37Q: 3 clusters Score -986538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -986537.437500 Penalty: 4474.473145
	Iteration 38Q: 3 clusters Score -986537.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -986537.437500 Penalty: 4474.473145
	Iteration 39F: 3 clusters Score -986537.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Entering Unmasked Estep 
Score: -520836.593750 Penalty: 2084.087158
	Iteration 0F: 2 clusters Score -520836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -516614.562500 Penalty: 4168.174316
	Iteration 0F: 3 clusters Score -516614.6 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -517604.531250 Penalty: 4168.174316
	Iteration 1F: 3 clusters Score -517604.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -517801.875000 Penalty: 4168.174316
	Iteration 2F: 3 clusters Score -517801.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -517914.812500 Penalty: 4168.174316
	Iteration 3Q: 3 clusters Score -517914.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -518000.500000 Penalty: 4168.174316
	Iteration 4Q: 3 clusters Score -518000.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -518080.718750 Penalty: 4168.174316
	Iteration 5Q: 3 clusters Score -518080.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -518170.062500 Penalty: 4168.174316
	Iteration 6Q: 3 clusters Score -518170.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -518261.593750 Penalty: 4168.174316
	Iteration 7Q: 3 clusters Score -518261.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -518363.343750 Penalty: 4168.174316
	Iteration 8Q: 3 clusters Score -518363.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -518464.406250 Penalty: 4168.174316
	Iteration 9Q: 3 clusters Score -518464.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -518557.187500 Penalty: 4168.174316
	Iteration 10Q: 3 clusters Score -518557.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -518637.687500 Penalty: 4168.174316
	Iteration 11Q: 3 clusters Score -518637.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -518695.125000 Penalty: 4168.174316
	Iteration 12Q: 3 clusters Score -518695.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -518740.812500 Penalty: 4168.174316
	Iteration 13Q: 3 clusters Score -518740.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -518786.875000 Penalty: 4168.174316
	Iteration 14Q: 3 clusters Score -518786.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -518824.875000 Penalty: 4168.174316
	Iteration 15Q: 3 clusters Score -518824.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -518857.187500 Penalty: 4168.174316
	Iteration 16Q: 3 clusters Score -518857.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -518895.812500 Penalty: 4168.174316
	Iteration 17Q: 3 clusters Score -518895.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -518933.187500 Penalty: 4168.174316
	Iteration 18Q: 3 clusters Score -518933.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -518966.406250 Penalty: 4168.174316
	Iteration 19Q: 3 clusters Score -518966.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -518992.250000 Penalty: 4168.174316
	Iteration 20F: 3 clusters Score -518992.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -519017.093750 Penalty: 4168.174316
	Iteration 21Q: 3 clusters Score -519017.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -519036.812500 Penalty: 4168.174316
	Iteration 22Q: 3 clusters Score -519036.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -519051.937500 Penalty: 4168.174316
	Iteration 23Q: 3 clusters Score -519051.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -519065.968750 Penalty: 4168.174316
	Iteration 24Q: 3 clusters Score -519066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -519081.781250 Penalty: 4168.174316
	Iteration 25Q: 3 clusters Score -519081.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -519089.000000 Penalty: 4168.174316
	Iteration 26Q: 3 clusters Score -519089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -519091.718750 Penalty: 4168.174316
	Iteration 27Q: 3 clusters Score -519091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -519095.343750 Penalty: 4168.174316
	Iteration 28Q: 3 clusters Score -519095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -519099.468750 Penalty: 4168.174316
	Iteration 29Q: 3 clusters Score -519099.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -519103.312500 Penalty: 4168.174316
	Iteration 30Q: 3 clusters Score -519103.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -519113.125000 Penalty: 4168.174316
	Iteration 31Q: 3 clusters Score -519113.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -519120.250000 Penalty: 4168.174316
	Iteration 32Q: 3 clusters Score -519120.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -519126.625000 Penalty: 4168.174316
	Iteration 33Q: 3 clusters Score -519126.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -519135.875000 Penalty: 4168.174316
	Iteration 34Q: 3 clusters Score -519135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -519139.093750 Penalty: 4168.174316
	Iteration 35Q: 3 clusters Score -519139.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -519141.375000 Penalty: 4168.174316
	Iteration 36Q: 3 clusters Score -519141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -519142.312500 Penalty: 4168.174316
	Iteration 37Q: 3 clusters Score -519142.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -519142.312500 Penalty: 4168.174316
	Iteration 38F: 3 clusters Score -519142.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -82846.484375 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -82846.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81142.601562 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -81142.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -81558.039062 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -81558.04 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -81707.851562 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -81707.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -81809.515625 Penalty: 3362.841309
	Iteration 3Q: 3 clusters Score -81809.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -81860.679688 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -81860.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -81953.609375 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -81953.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -81977.679688 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -81977.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -81985.085938 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -81985.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -81986.960938 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -81986.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -81987.335938 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -81987.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -81987.335938 Penalty: 3362.841309
	Iteration 10F: 3 clusters Score -81987.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Entering Unmasked Estep 
Score: -1767938.500000 Penalty: 2387.105469
	Iteration 0F: 2 clusters Score -1767938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1756958.625000 Penalty: 4774.210938
	Iteration 0F: 3 clusters Score -1756959 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1760391.250000 Penalty: 4774.210938
	Iteration 1F: 3 clusters Score -1760391 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1760740.250000 Penalty: 4774.210938
	Iteration 2F: 3 clusters Score -1760740 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1760995.375000 Penalty: 4774.210938
	Iteration 3Q: 3 clusters Score -1760995 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1761238.625000 Penalty: 4774.210938
	Iteration 4Q: 3 clusters Score -1761239 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1761466.000000 Penalty: 4774.210938
	Iteration 5Q: 3 clusters Score -1761466 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1761704.500000 Penalty: 4774.210938
	Iteration 6Q: 3 clusters Score -1761704 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1762093.250000 Penalty: 4774.210938
	Iteration 7Q: 3 clusters Score -1762093 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1762566.500000 Penalty: 4774.210938
	Iteration 8Q: 3 clusters Score -1762566 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1763159.625000 Penalty: 4774.210938
	Iteration 9F: 3 clusters Score -1763160 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1763897.125000 Penalty: 4774.210938
	Iteration 10F: 3 clusters Score -1763897 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1764641.125000 Penalty: 4774.210938
	Iteration 11F: 3 clusters Score -1764641 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1765314.250000 Penalty: 4774.210938
	Iteration 12F: 3 clusters Score -1765314 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1765812.125000 Penalty: 4774.210938
	Iteration 13Q: 3 clusters Score -1765812 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1766153.250000 Penalty: 4774.210938
	Iteration 14Q: 3 clusters Score -1766153 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1766429.375000 Penalty: 4774.210938
	Iteration 15Q: 3 clusters Score -1766429 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1766615.875000 Penalty: 4774.210938
	Iteration 16Q: 3 clusters Score -1766616 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1766782.875000 Penalty: 4774.210938
	Iteration 17Q: 3 clusters Score -1766783 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1766887.875000 Penalty: 4774.210938
	Iteration 18Q: 3 clusters Score -1766888 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1766978.125000 Penalty: 4774.210938
	Iteration 19Q: 3 clusters Score -1766978 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1767045.000000 Penalty: 4774.210938
	Iteration 20F: 3 clusters Score -1767045 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1767079.000000 Penalty: 4774.210938
	Iteration 21Q: 3 clusters Score -1767079 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1767102.125000 Penalty: 4774.210938
	Iteration 22Q: 3 clusters Score -1767102 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1767120.000000 Penalty: 4774.210938
	Iteration 23Q: 3 clusters Score -1767120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1767141.250000 Penalty: 4774.210938
	Iteration 24Q: 3 clusters Score -1767141 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1767154.375000 Penalty: 4774.210938
	Iteration 25Q: 3 clusters Score -1767154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1767158.000000 Penalty: 4774.210938
	Iteration 26Q: 3 clusters Score -1767158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1767164.250000 Penalty: 4774.210938
	Iteration 27Q: 3 clusters Score -1767164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1767169.750000 Penalty: 4774.210938
	Iteration 28Q: 3 clusters Score -1767170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1767179.875000 Penalty: 4774.210938
	Iteration 29Q: 3 clusters Score -1767180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1767182.250000 Penalty: 4774.210938
	Iteration 30Q: 3 clusters Score -1767182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1767193.625000 Penalty: 4774.210938
	Iteration 31Q: 3 clusters Score -1767194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1767198.500000 Penalty: 4774.210938
	Iteration 32Q: 3 clusters Score -1767198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1767196.500000 Penalty: 4774.210938
	Iteration 33Q: 3 clusters Score -1767196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1767198.625000 Penalty: 4774.210938
	Iteration 34Q: 3 clusters Score -1767199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1767199.375000 Penalty: 4774.210938
	Iteration 35Q: 3 clusters Score -1767199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1767198.500000 Penalty: 4774.210938
	Iteration 36Q: 3 clusters Score -1767198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1767200.000000 Penalty: 4774.210938
	Iteration 37Q: 3 clusters Score -1767200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1767201.000000 Penalty: 4774.210938
	Iteration 38Q: 3 clusters Score -1767201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1767200.750000 Penalty: 4774.210938
	Iteration 39Q: 3 clusters Score -1767201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1767202.625000 Penalty: 4774.210938
	Iteration 40F: 3 clusters Score -1767203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1767200.250000 Penalty: 4774.210938
	Iteration 41Q: 3 clusters Score -1767200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1767200.375000 Penalty: 4774.210938
	Iteration 42Q: 3 clusters Score -1767200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1767200.250000 Penalty: 4774.210938
	Iteration 43Q: 3 clusters Score -1767200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1767201.000000 Penalty: 4774.210938
	Iteration 44Q: 3 clusters Score -1767201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1767201.750000 Penalty: 4774.210938
	Iteration 45Q: 3 clusters Score -1767202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1767204.250000 Penalty: 4774.210938
	Iteration 46Q: 3 clusters Score -1767204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1767205.125000 Penalty: 4774.210938
	Iteration 47Q: 3 clusters Score -1767205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1767204.375000 Penalty: 4774.210938
	Iteration 48Q: 3 clusters Score -1767204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1767203.500000 Penalty: 4774.210938
	Iteration 49Q: 3 clusters Score -1767204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1767204.750000 Penalty: 4774.210938
	Iteration 50Q: 3 clusters Score -1767205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1767204.750000 Penalty: 4774.210938
	Iteration 51Q: 3 clusters Score -1767205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1767204.500000 Penalty: 4774.210938
	Iteration 52Q: 3 clusters Score -1767204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1767204.500000 Penalty: 4774.210938
	Iteration 53F: 3 clusters Score -1767204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (110654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110654 members 
Entering Unmasked Estep 
Score: -13264223.000000 Penalty: 2880.312500
	Iteration 0F: 2 clusters Score -1.326422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -13190186.000000 Penalty: 5760.625000
	Iteration 0F: 3 clusters Score -1.319019e+07 nChanged 52452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -13220273.000000 Penalty: 5760.625000
	Iteration 1F: 3 clusters Score -1.322027e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -13221009.000000 Penalty: 5760.625000
	Iteration 2Q: 3 clusters Score -1.322101e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -13221955.000000 Penalty: 5760.625000
	Iteration 3Q: 3 clusters Score -1.322196e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -13223417.000000 Penalty: 5760.625000
	Iteration 4Q: 3 clusters Score -1.322342e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -13225757.000000 Penalty: 5760.625000
	Iteration 5Q: 3 clusters Score -1.322576e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -13229779.000000 Penalty: 5760.625000
	Iteration 6F: 3 clusters Score -1.322978e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69676 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -13236021.000000 Penalty: 5760.625000
	Iteration 7F: 3 clusters Score -1.323602e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75269 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -13244450.000000 Penalty: 5760.625000
	Iteration 8F: 3 clusters Score -1.324445e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -13252314.000000 Penalty: 5760.625000
	Iteration 9F: 3 clusters Score -1.325231e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -13256281.000000 Penalty: 5760.625000
	Iteration 10Q: 3 clusters Score -1.325628e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -13257769.000000 Penalty: 5760.625000
	Iteration 11Q: 3 clusters Score -1.325777e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85551 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -13258473.000000 Penalty: 5760.625000
	Iteration 12Q: 3 clusters Score -1.325847e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -13258908.000000 Penalty: 5760.625000
	Iteration 13Q: 3 clusters Score -1.325891e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -13259266.000000 Penalty: 5760.625000
	Iteration 14Q: 3 clusters Score -1.325927e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88634 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -13259532.000000 Penalty: 5760.625000
	Iteration 15Q: 3 clusters Score -1.325953e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89473 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -13259789.000000 Penalty: 5760.625000
	Iteration 16Q: 3 clusters Score -1.325979e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90304 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -13259962.000000 Penalty: 5760.625000
	Iteration 17Q: 3 clusters Score -1.325996e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -13260184.000000 Penalty: 5760.625000
	Iteration 18Q: 3 clusters Score -1.326018e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -13260340.000000 Penalty: 5760.625000
	Iteration 19Q: 3 clusters Score -1.326034e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92518 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -13260522.000000 Penalty: 5760.625000
	Iteration 20F: 3 clusters Score -1.326052e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93207 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -13260661.000000 Penalty: 5760.625000
	Iteration 21Q: 3 clusters Score -1.326066e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93859 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -13260830.000000 Penalty: 5760.625000
	Iteration 22Q: 3 clusters Score -1.326083e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -13260934.000000 Penalty: 5760.625000
	Iteration 23Q: 3 clusters Score -1.326093e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -13261014.000000 Penalty: 5760.625000
	Iteration 24Q: 3 clusters Score -1.326101e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -13261172.000000 Penalty: 5760.625000
	Iteration 25Q: 3 clusters Score -1.326117e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96546 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -13261249.000000 Penalty: 5760.625000
	Iteration 26Q: 3 clusters Score -1.326125e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -13261401.000000 Penalty: 5760.625000
	Iteration 27Q: 3 clusters Score -1.32614e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -13261572.000000 Penalty: 5760.625000
	Iteration 28Q: 3 clusters Score -1.326157e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98420 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -13261712.000000 Penalty: 5760.625000
	Iteration 29Q: 3 clusters Score -1.326171e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98999 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -13261806.000000 Penalty: 5760.625000
	Iteration 30Q: 3 clusters Score -1.326181e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -13261856.000000 Penalty: 5760.625000
	Iteration 31Q: 3 clusters Score -1.326186e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100049 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -13261985.000000 Penalty: 5760.625000
	Iteration 32Q: 3 clusters Score -1.326198e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100543 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -13262121.000000 Penalty: 5760.625000
	Iteration 33Q: 3 clusters Score -1.326212e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101012 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -13262218.000000 Penalty: 5760.625000
	Iteration 34Q: 3 clusters Score -1.326222e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101423 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -13262270.000000 Penalty: 5760.625000
	Iteration 35Q: 3 clusters Score -1.326227e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101800 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -13262325.000000 Penalty: 5760.625000
	Iteration 36Q: 3 clusters Score -1.326232e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102138 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -13262323.000000 Penalty: 5760.625000
	Iteration 37Q: 3 clusters Score -1.326232e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102455 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -13262351.000000 Penalty: 5760.625000
	Iteration 38Q: 3 clusters Score -1.326235e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -13262407.000000 Penalty: 5760.625000
	Iteration 39Q: 3 clusters Score -1.326241e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -13262433.000000 Penalty: 5760.625000
	Iteration 40F: 3 clusters Score -1.326243e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103305 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -13262501.000000 Penalty: 5760.625000
	Iteration 41Q: 3 clusters Score -1.32625e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103536 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -13262558.000000 Penalty: 5760.625000
	Iteration 42Q: 3 clusters Score -1.326256e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103746 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -13262587.000000 Penalty: 5760.625000
	Iteration 43Q: 3 clusters Score -1.326259e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103941 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -13262603.000000 Penalty: 5760.625000
	Iteration 44Q: 3 clusters Score -1.32626e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104111 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -13262596.000000 Penalty: 5760.625000
	Iteration 45Q: 3 clusters Score -1.32626e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -13262630.000000 Penalty: 5760.625000
	Iteration 46Q: 3 clusters Score -1.326263e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104389 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -13262649.000000 Penalty: 5760.625000
	Iteration 47Q: 3 clusters Score -1.326265e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104510 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -13262636.000000 Penalty: 5760.625000
	Iteration 48Q: 3 clusters Score -1.326264e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104628 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -13262643.000000 Penalty: 5760.625000
	Iteration 49Q: 3 clusters Score -1.326264e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104755 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -13262655.000000 Penalty: 5760.625000
	Iteration 50Q: 3 clusters Score -1.326266e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104853 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -13262641.000000 Penalty: 5760.625000
	Iteration 51Q: 3 clusters Score -1.326264e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104976 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -13262635.000000 Penalty: 5760.625000
	Iteration 52Q: 3 clusters Score -1.326264e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105102 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -13262647.000000 Penalty: 5760.625000
	Iteration 53Q: 3 clusters Score -1.326265e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105214 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -13262649.000000 Penalty: 5760.625000
	Iteration 54Q: 3 clusters Score -1.326265e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105322 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -13262676.000000 Penalty: 5760.625000
	Iteration 55Q: 3 clusters Score -1.326268e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105434 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -13262688.000000 Penalty: 5760.625000
	Iteration 56Q: 3 clusters Score -1.326269e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105546 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -13262713.000000 Penalty: 5760.625000
	Iteration 57Q: 3 clusters Score -1.326271e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105633 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -13262715.000000 Penalty: 5760.625000
	Iteration 58Q: 3 clusters Score -1.326272e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105712 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -13262717.000000 Penalty: 5760.625000
	Iteration 59Q: 3 clusters Score -1.326272e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105769 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -13262730.000000 Penalty: 5760.625000
	Iteration 60F: 3 clusters Score -1.326273e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -13262715.000000 Penalty: 5760.625000
	Iteration 61Q: 3 clusters Score -1.326272e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105874 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -13262720.000000 Penalty: 5760.625000
	Iteration 62Q: 3 clusters Score -1.326272e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -13262712.000000 Penalty: 5760.625000
	Iteration 63Q: 3 clusters Score -1.326271e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105977 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -13262735.000000 Penalty: 5760.625000
	Iteration 64Q: 3 clusters Score -1.326274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106019 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -13262733.000000 Penalty: 5760.625000
	Iteration 65Q: 3 clusters Score -1.326273e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106068 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -13262758.000000 Penalty: 5760.625000
	Iteration 66Q: 3 clusters Score -1.326276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -13262768.000000 Penalty: 5760.625000
	Iteration 67Q: 3 clusters Score -1.326277e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106141 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -13262742.000000 Penalty: 5760.625000
	Iteration 68Q: 3 clusters Score -1.326274e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106174 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -13262749.000000 Penalty: 5760.625000
	Iteration 69Q: 3 clusters Score -1.326275e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -13262770.000000 Penalty: 5760.625000
	Iteration 70Q: 3 clusters Score -1.326277e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106254 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -13262770.000000 Penalty: 5760.625000
	Iteration 71Q: 3 clusters Score -1.326277e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106293 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -13262772.000000 Penalty: 5760.625000
	Iteration 72Q: 3 clusters Score -1.326277e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106331 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -13262776.000000 Penalty: 5760.625000
	Iteration 73Q: 3 clusters Score -1.326278e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106371 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -13262757.000000 Penalty: 5760.625000
	Iteration 74Q: 3 clusters Score -1.326276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106398 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -13262763.000000 Penalty: 5760.625000
	Iteration 75Q: 3 clusters Score -1.326276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106424 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -13262771.000000 Penalty: 5760.625000
	Iteration 76Q: 3 clusters Score -1.326277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106444 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -13262779.000000 Penalty: 5760.625000
	Iteration 77Q: 3 clusters Score -1.326278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106456 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -13262788.000000 Penalty: 5760.625000
	Iteration 78Q: 3 clusters Score -1.326279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106462 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -13262787.000000 Penalty: 5760.625000
	Iteration 79Q: 3 clusters Score -1.326279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106471 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -13262791.000000 Penalty: 5760.625000
	Iteration 80F: 3 clusters Score -1.326279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106482 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -13262786.000000 Penalty: 5760.625000
	Iteration 81Q: 3 clusters Score -1.326279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106491 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -13262797.000000 Penalty: 5760.625000
	Iteration 82Q: 3 clusters Score -1.32628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106499 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -13262789.000000 Penalty: 5760.625000
	Iteration 83Q: 3 clusters Score -1.326279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106506 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -13262793.000000 Penalty: 5760.625000
	Iteration 84Q: 3 clusters Score -1.326279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106511 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -13262783.000000 Penalty: 5760.625000
	Iteration 85Q: 3 clusters Score -1.326278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106520 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -13262796.000000 Penalty: 5760.625000
	Iteration 86Q: 3 clusters Score -1.32628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106532 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -13262790.000000 Penalty: 5760.625000
	Iteration 87Q: 3 clusters Score -1.326279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106540 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -13262787.000000 Penalty: 5760.625000
	Iteration 88Q: 3 clusters Score -1.326279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106550 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -13262779.000000 Penalty: 5760.625000
	Iteration 89Q: 3 clusters Score -1.326278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -13262784.000000 Penalty: 5760.625000
	Iteration 90Q: 3 clusters Score -1.326278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106568 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -13262790.000000 Penalty: 5760.625000
	Iteration 91Q: 3 clusters Score -1.326279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106581 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -13262797.000000 Penalty: 5760.625000
	Iteration 92Q: 3 clusters Score -1.32628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106594 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -13262805.000000 Penalty: 5760.625000
	Iteration 93Q: 3 clusters Score -1.32628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106605 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -13262816.000000 Penalty: 5760.625000
	Iteration 94Q: 3 clusters Score -1.326282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106611 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -13262824.000000 Penalty: 5760.625000
	Iteration 95Q: 3 clusters Score -1.326282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106620 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -13262823.000000 Penalty: 5760.625000
	Iteration 96Q: 3 clusters Score -1.326282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106625 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -13262836.000000 Penalty: 5760.625000
	Iteration 97Q: 3 clusters Score -1.326284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106632 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -13262843.000000 Penalty: 5760.625000
	Iteration 98Q: 3 clusters Score -1.326284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106637 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -13262839.000000 Penalty: 5760.625000
	Iteration 99Q: 3 clusters Score -1.326284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106645 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -13262831.000000 Penalty: 5760.625000
	Iteration 100F: 3 clusters Score -1.326283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106654 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -13262829.000000 Penalty: 5760.625000
	Iteration 101Q: 3 clusters Score -1.326283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106672 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -13262843.000000 Penalty: 5760.625000
	Iteration 102Q: 3 clusters Score -1.326284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106692 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -13262845.000000 Penalty: 5760.625000
	Iteration 103Q: 3 clusters Score -1.326284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106712 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -13262846.000000 Penalty: 5760.625000
	Iteration 104Q: 3 clusters Score -1.326285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106725 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -13262843.000000 Penalty: 5760.625000
	Iteration 105Q: 3 clusters Score -1.326284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106737 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -13262822.000000 Penalty: 5760.625000
	Iteration 106Q: 3 clusters Score -1.326282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -13262826.000000 Penalty: 5760.625000
	Iteration 107Q: 3 clusters Score -1.326283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106755 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -13262831.000000 Penalty: 5760.625000
	Iteration 108Q: 3 clusters Score -1.326283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106770 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -13262828.000000 Penalty: 5760.625000
	Iteration 109Q: 3 clusters Score -1.326283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106781 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -13262842.000000 Penalty: 5760.625000
	Iteration 110Q: 3 clusters Score -1.326284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106791 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -13262827.000000 Penalty: 5760.625000
	Iteration 111Q: 3 clusters Score -1.326283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106796 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -13262842.000000 Penalty: 5760.625000
	Iteration 112Q: 3 clusters Score -1.326284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106804 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -13262831.000000 Penalty: 5760.625000
	Iteration 113Q: 3 clusters Score -1.326283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -13262835.000000 Penalty: 5760.625000
	Iteration 114Q: 3 clusters Score -1.326284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106824 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -13262844.000000 Penalty: 5760.625000
	Iteration 115Q: 3 clusters Score -1.326284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106834 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -13262835.000000 Penalty: 5760.625000
	Iteration 116Q: 3 clusters Score -1.326284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106838 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -13262835.000000 Penalty: 5760.625000
	Iteration 117Q: 3 clusters Score -1.326284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -13262836.000000 Penalty: 5760.625000
	Iteration 118Q: 3 clusters Score -1.326284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106849 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -13262836.000000 Penalty: 5760.625000
	Iteration 119Q: 3 clusters Score -1.326284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106854 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -13262843.000000 Penalty: 5760.625000
	Iteration 120F: 3 clusters Score -1.326284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -13262830.000000 Penalty: 5760.625000
	Iteration 121Q: 3 clusters Score -1.326283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106870 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -13262828.000000 Penalty: 5760.625000
	Iteration 122Q: 3 clusters Score -1.326283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106875 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -13262825.000000 Penalty: 5760.625000
	Iteration 123Q: 3 clusters Score -1.326282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106887 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -13262819.000000 Penalty: 5760.625000
	Iteration 124Q: 3 clusters Score -1.326282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106895 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -13262833.000000 Penalty: 5760.625000
	Iteration 125Q: 3 clusters Score -1.326283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -13262828.000000 Penalty: 5760.625000
	Iteration 126Q: 3 clusters Score -1.326283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106917 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -13262830.000000 Penalty: 5760.625000
	Iteration 127Q: 3 clusters Score -1.326283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106929 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -13262845.000000 Penalty: 5760.625000
	Iteration 128Q: 3 clusters Score -1.326284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -13262856.000000 Penalty: 5760.625000
	Iteration 129Q: 3 clusters Score -1.326286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106953 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -13262852.000000 Penalty: 5760.625000
	Iteration 130Q: 3 clusters Score -1.326285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -13262857.000000 Penalty: 5760.625000
	Iteration 131Q: 3 clusters Score -1.326286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106978 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -13262858.000000 Penalty: 5760.625000
	Iteration 132Q: 3 clusters Score -1.326286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106986 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -13262861.000000 Penalty: 5760.625000
	Iteration 133Q: 3 clusters Score -1.326286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -13262851.000000 Penalty: 5760.625000
	Iteration 134Q: 3 clusters Score -1.326285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107000 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -13262856.000000 Penalty: 5760.625000
	Iteration 135Q: 3 clusters Score -1.326286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107005 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -13262850.000000 Penalty: 5760.625000
	Iteration 136Q: 3 clusters Score -1.326285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107009 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -13262851.000000 Penalty: 5760.625000
	Iteration 137Q: 3 clusters Score -1.326285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107014 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -13262846.000000 Penalty: 5760.625000
	Iteration 138Q: 3 clusters Score -1.326285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -13262844.000000 Penalty: 5760.625000
	Iteration 139Q: 3 clusters Score -1.326284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107020 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -13262842.000000 Penalty: 5760.625000
	Iteration 140F: 3 clusters Score -1.326284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107023 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -13262840.000000 Penalty: 5760.625000
	Iteration 141Q: 3 clusters Score -1.326284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107027 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -13262840.000000 Penalty: 5760.625000
	Iteration 142Q: 3 clusters Score -1.326284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -13262852.000000 Penalty: 5760.625000
	Iteration 143Q: 3 clusters Score -1.326285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107034 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -13262857.000000 Penalty: 5760.625000
	Iteration 144Q: 3 clusters Score -1.326286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107039 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -13262869.000000 Penalty: 5760.625000
	Iteration 145Q: 3 clusters Score -1.326287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -13262872.000000 Penalty: 5760.625000
	Iteration 146Q: 3 clusters Score -1.326287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107051 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -13262878.000000 Penalty: 5760.625000
	Iteration 147Q: 3 clusters Score -1.326288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107054 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -13262875.000000 Penalty: 5760.625000
	Iteration 148Q: 3 clusters Score -1.326288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107055 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -13262872.000000 Penalty: 5760.625000
	Iteration 149Q: 3 clusters Score -1.326287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107055 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -13262872.000000 Penalty: 5760.625000
	Iteration 150F: 3 clusters Score -1.326287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (150205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150205 members 
Entering Unmasked Estep 
Score: -17928730.000000 Penalty: 2956.099365
	Iteration 0F: 2 clusters Score -1.792873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 75186 members 
Entering Unmasked Estep 
Score: -17828332.000000 Penalty: 5912.198730
	Iteration 0F: 3 clusters Score -1.782833e+07 nChanged 71977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73304 members 
Mstep: Class 2 contains 76901 members 
Entering Unmasked Estep 
Score: -17870494.000000 Penalty: 5912.198730
	Iteration 1F: 3 clusters Score -1.787049e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72386 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -17871316.000000 Penalty: 5912.198730
	Iteration 2Q: 3 clusters Score -1.787132e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71035 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -17872424.000000 Penalty: 5912.198730
	Iteration 3Q: 3 clusters Score -1.787242e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 81180 members 
Entering Unmasked Estep 
Score: -17873380.000000 Penalty: 5912.198730
	Iteration 4Q: 3 clusters Score -1.787338e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -17874894.000000 Penalty: 5912.198730
	Iteration 5Q: 3 clusters Score -1.787489e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -17877006.000000 Penalty: 5912.198730
	Iteration 6Q: 3 clusters Score -1.787701e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 95183 members 
Entering Unmasked Estep 
Score: -17880698.000000 Penalty: 5912.198730
	Iteration 7Q: 3 clusters Score -1.78807e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 104218 members 
Entering Unmasked Estep 
Score: -17886314.000000 Penalty: 5912.198730
	Iteration 8F: 3 clusters Score -1.788631e+07 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 115593 members 
Entering Unmasked Estep 
Score: -17894922.000000 Penalty: 5912.198730
	Iteration 9F: 3 clusters Score -1.789492e+07 nChanged 12139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 127714 members 
Entering Unmasked Estep 
Score: -17905858.000000 Penalty: 5912.198730
	Iteration 10F: 3 clusters Score -1.790586e+07 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 137859 members 
Entering Unmasked Estep 
Score: -17915606.000000 Penalty: 5912.198730
	Iteration 11F: 3 clusters Score -1.791561e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 144008 members 
Entering Unmasked Estep 
Score: -17921612.000000 Penalty: 5912.198730
	Iteration 12Q: 3 clusters Score -1.792161e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 146763 members 
Entering Unmasked Estep 
Score: -17924288.000000 Penalty: 5912.198730
	Iteration 13Q: 3 clusters Score -1.792429e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 147828 members 
Entering Unmasked Estep 
Score: -17925458.000000 Penalty: 5912.198730
	Iteration 14Q: 3 clusters Score -1.792546e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 148249 members 
Entering Unmasked Estep 
Score: -17925886.000000 Penalty: 5912.198730
	Iteration 15Q: 3 clusters Score -1.792589e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 148489 members 
Entering Unmasked Estep 
Score: -17926064.000000 Penalty: 5912.198730
	Iteration 16Q: 3 clusters Score -1.792606e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 148650 members 
Entering Unmasked Estep 
Score: -17926182.000000 Penalty: 5912.198730
	Iteration 17Q: 3 clusters Score -1.792618e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 148759 members 
Entering Unmasked Estep 
Score: -17926232.000000 Penalty: 5912.198730
	Iteration 18Q: 3 clusters Score -1.792623e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 148832 members 
Entering Unmasked Estep 
Score: -17926278.000000 Penalty: 5912.198730
	Iteration 19Q: 3 clusters Score -1.792628e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 148884 members 
Entering Unmasked Estep 
Score: -17926304.000000 Penalty: 5912.198730
	Iteration 20F: 3 clusters Score -1.79263e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 148917 members 
Entering Unmasked Estep 
Score: -17926330.000000 Penalty: 5912.198730
	Iteration 21Q: 3 clusters Score -1.792633e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 148946 members 
Entering Unmasked Estep 
Score: -17926334.000000 Penalty: 5912.198730
	Iteration 22Q: 3 clusters Score -1.792633e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 148972 members 
Entering Unmasked Estep 
Score: -17926348.000000 Penalty: 5912.198730
	Iteration 23Q: 3 clusters Score -1.792635e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 148990 members 
Entering Unmasked Estep 
Score: -17926352.000000 Penalty: 5912.198730
	Iteration 24Q: 3 clusters Score -1.792635e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 149006 members 
Entering Unmasked Estep 
Score: -17926378.000000 Penalty: 5912.198730
	Iteration 25Q: 3 clusters Score -1.792638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 149013 members 
Entering Unmasked Estep 
Score: -17926358.000000 Penalty: 5912.198730
	Iteration 26Q: 3 clusters Score -1.792636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 149020 members 
Entering Unmasked Estep 
Score: -17926362.000000 Penalty: 5912.198730
	Iteration 27Q: 3 clusters Score -1.792636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 149024 members 
Entering Unmasked Estep 
Score: -17926374.000000 Penalty: 5912.198730
	Iteration 28Q: 3 clusters Score -1.792637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 149032 members 
Entering Unmasked Estep 
Score: -17926362.000000 Penalty: 5912.198730
	Iteration 29Q: 3 clusters Score -1.792636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
Score: -17926366.000000 Penalty: 5912.198730
	Iteration 30Q: 3 clusters Score -1.792637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 149038 members 
Entering Unmasked Estep 
Score: -17926370.000000 Penalty: 5912.198730
	Iteration 31Q: 3 clusters Score -1.792637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
Score: -17926374.000000 Penalty: 5912.198730
	Iteration 32Q: 3 clusters Score -1.792637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
Score: -17926374.000000 Penalty: 5912.198730
	Iteration 33F: 3 clusters Score -1.792637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (163747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Entering Unmasked Estep 
Score: -19642444.000000 Penalty: 2977.507324
	Iteration 0F: 2 clusters Score -1.964244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 82269 members 
Entering Unmasked Estep 
Score: -19537312.000000 Penalty: 5955.014648
	Iteration 0F: 3 clusters Score -1.953731e+07 nChanged 78436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 87939 members 
Entering Unmasked Estep 
Score: -19583406.000000 Penalty: 5955.014648
	Iteration 1F: 3 clusters Score -1.958341e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -19585206.000000 Penalty: 5955.014648
	Iteration 2Q: 3 clusters Score -1.958521e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 98471 members 
Entering Unmasked Estep 
Score: -19588768.000000 Penalty: 5955.014648
	Iteration 3Q: 3 clusters Score -1.958877e+07 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 108139 members 
Entering Unmasked Estep 
Score: -19595556.000000 Penalty: 5955.014648
	Iteration 4F: 3 clusters Score -1.959556e+07 nChanged 14120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 121205 members 
Entering Unmasked Estep 
Score: -19607122.000000 Penalty: 5955.014648
	Iteration 5F: 3 clusters Score -1.960712e+07 nChanged 15355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 135608 members 
Entering Unmasked Estep 
Score: -19622282.000000 Penalty: 5955.014648
	Iteration 6F: 3 clusters Score -1.962228e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 146482 members 
Entering Unmasked Estep 
Score: -19634080.000000 Penalty: 5955.014648
	Iteration 7F: 3 clusters Score -1.963408e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 152474 members 
Entering Unmasked Estep 
Score: -19639618.000000 Penalty: 5955.014648
	Iteration 8Q: 3 clusters Score -1.963962e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 155443 members 
Entering Unmasked Estep 
Score: -19641598.000000 Penalty: 5955.014648
	Iteration 9Q: 3 clusters Score -1.96416e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 157166 members 
Entering Unmasked Estep 
Score: -19642166.000000 Penalty: 5955.014648
	Iteration 10Q: 3 clusters Score -1.964217e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 158326 members 
Entering Unmasked Estep 
Score: -19642198.000000 Penalty: 5955.014648
	Iteration 11Q: 3 clusters Score -1.96422e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 159218 members 
Entering Unmasked Estep 
Score: -19642168.000000 Penalty: 5955.014648
	Iteration 12Q: 3 clusters Score -1.964217e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 159887 members 
Entering Unmasked Estep 
Score: -19642096.000000 Penalty: 5955.014648
	Iteration 13Q: 3 clusters Score -1.96421e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 160372 members 
Entering Unmasked Estep 
Score: -19641960.000000 Penalty: 5955.014648
	Iteration 14Q: 3 clusters Score -1.964196e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 160727 members 
Entering Unmasked Estep 
Score: -19641888.000000 Penalty: 5955.014648
	Iteration 15Q: 3 clusters Score -1.964189e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 160985 members 
Entering Unmasked Estep 
Score: -19641820.000000 Penalty: 5955.014648
	Iteration 16Q: 3 clusters Score -1.964182e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 161180 members 
Entering Unmasked Estep 
Score: -19641766.000000 Penalty: 5955.014648
	Iteration 17Q: 3 clusters Score -1.964177e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 161334 members 
Entering Unmasked Estep 
Score: -19641756.000000 Penalty: 5955.014648
	Iteration 18Q: 3 clusters Score -1.964176e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 161451 members 
Entering Unmasked Estep 
Score: -19641702.000000 Penalty: 5955.014648
	Iteration 19Q: 3 clusters Score -1.96417e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 161551 members 
Entering Unmasked Estep 
Score: -19641708.000000 Penalty: 5955.014648
	Iteration 20F: 3 clusters Score -1.964171e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 161634 members 
Entering Unmasked Estep 
Score: -19641676.000000 Penalty: 5955.014648
	Iteration 21Q: 3 clusters Score -1.964168e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 161698 members 
Entering Unmasked Estep 
Score: -19641656.000000 Penalty: 5955.014648
	Iteration 22Q: 3 clusters Score -1.964166e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 161740 members 
Entering Unmasked Estep 
Score: -19641630.000000 Penalty: 5955.014648
	Iteration 23Q: 3 clusters Score -1.964163e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 161777 members 
Entering Unmasked Estep 
Score: -19641612.000000 Penalty: 5955.014648
	Iteration 24Q: 3 clusters Score -1.964161e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 161803 members 
Entering Unmasked Estep 
Score: -19641608.000000 Penalty: 5955.014648
	Iteration 25Q: 3 clusters Score -1.964161e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 161826 members 
Entering Unmasked Estep 
Score: -19641604.000000 Penalty: 5955.014648
	Iteration 26Q: 3 clusters Score -1.96416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 161841 members 
Entering Unmasked Estep 
Score: -19641584.000000 Penalty: 5955.014648
	Iteration 27Q: 3 clusters Score -1.964158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 161855 members 
Entering Unmasked Estep 
Score: -19641606.000000 Penalty: 5955.014648
	Iteration 28Q: 3 clusters Score -1.964161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 161872 members 
Entering Unmasked Estep 
Score: -19641590.000000 Penalty: 5955.014648
	Iteration 29Q: 3 clusters Score -1.964159e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 161892 members 
Entering Unmasked Estep 
Score: -19641590.000000 Penalty: 5955.014648
	Iteration 30Q: 3 clusters Score -1.964159e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 161909 members 
Entering Unmasked Estep 
Score: -19641578.000000 Penalty: 5955.014648
	Iteration 31Q: 3 clusters Score -1.964158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 161920 members 
Entering Unmasked Estep 
Score: -19641576.000000 Penalty: 5955.014648
	Iteration 32Q: 3 clusters Score -1.964158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 161935 members 
Entering Unmasked Estep 
Score: -19641576.000000 Penalty: 5955.014648
	Iteration 33Q: 3 clusters Score -1.964158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 161950 members 
Entering Unmasked Estep 
Score: -19641582.000000 Penalty: 5955.014648
	Iteration 34Q: 3 clusters Score -1.964158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 161967 members 
Entering Unmasked Estep 
Score: -19641570.000000 Penalty: 5955.014648
	Iteration 35Q: 3 clusters Score -1.964157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 161979 members 
Entering Unmasked Estep 
Score: -19641544.000000 Penalty: 5955.014648
	Iteration 36Q: 3 clusters Score -1.964154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 161985 members 
Entering Unmasked Estep 
Score: -19641534.000000 Penalty: 5955.014648
	Iteration 37Q: 3 clusters Score -1.964153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 161991 members 
Entering Unmasked Estep 
Score: -19641546.000000 Penalty: 5955.014648
	Iteration 38Q: 3 clusters Score -1.964155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 161995 members 
Entering Unmasked Estep 
Score: -19641542.000000 Penalty: 5955.014648
	Iteration 39Q: 3 clusters Score -1.964154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 161999 members 
Entering Unmasked Estep 
Score: -19641552.000000 Penalty: 5955.014648
	Iteration 40F: 3 clusters Score -1.964155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 162003 members 
Entering Unmasked Estep 
Score: -19641542.000000 Penalty: 5955.014648
	Iteration 41Q: 3 clusters Score -1.964154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 162009 members 
Entering Unmasked Estep 
Score: -19641562.000000 Penalty: 5955.014648
	Iteration 42Q: 3 clusters Score -1.964156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 162010 members 
Entering Unmasked Estep 
Score: -19641566.000000 Penalty: 5955.014648
	Iteration 43Q: 3 clusters Score -1.964157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 162011 members 
Entering Unmasked Estep 
Score: -19641550.000000 Penalty: 5955.014648
	Iteration 44Q: 3 clusters Score -1.964155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 162011 members 
Entering Unmasked Estep 
Score: -19641550.000000 Penalty: 5955.014648
	Iteration 45F: 3 clusters Score -1.964155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Entering Unmasked Estep 
Score: -7778382.500000 Penalty: 2748.260742
	Iteration 0F: 2 clusters Score -7778382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -7734851.500000 Penalty: 5496.521484
	Iteration 0F: 3 clusters Score -7734852 nChanged 30134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -7752103.000000 Penalty: 5496.521484
	Iteration 1F: 3 clusters Score -7752103 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -7753048.000000 Penalty: 5496.521484
	Iteration 2Q: 3 clusters Score -7753048 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -7754088.500000 Penalty: 5496.521484
	Iteration 3Q: 3 clusters Score -7754088 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -7755334.000000 Penalty: 5496.521484
	Iteration 4Q: 3 clusters Score -7755334 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -7756993.500000 Penalty: 5496.521484
	Iteration 5Q: 3 clusters Score -7756994 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -7758955.500000 Penalty: 5496.521484
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7763980 nChanged 3582
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Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -7766128 nChanged 2805
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Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7767298 nChanged 1805
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Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7767768 nChanged 1127
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Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7768010 nChanged 752
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Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7768126 nChanged 591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7768254 nChanged 527
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Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7768311 nChanged 506
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Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7768410 nChanged 511
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Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7768480 nChanged 535
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Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7768561 nChanged 554
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Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7768651 nChanged 551
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Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7768702 nChanged 558
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Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7768797 nChanged 628
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Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7768904 nChanged 648
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Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7769002 nChanged 711
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7769184 nChanged 743
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Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7769346 nChanged 733
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Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7769502 nChanged 791
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Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7769694 nChanged 824
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Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7769928 nChanged 877
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Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7770174 nChanged 840
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Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7770428 nChanged 865
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Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7770668 nChanged 889
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Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7770885 nChanged 864
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Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7771129 nChanged 858
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Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7771386 nChanged 887
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Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7771673 nChanged 858
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Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 12967 members 
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	Iteration 37Q: 3 clusters Score -7772197 nChanged 823
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Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7772432 nChanged 801
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Mstep: Class 1 contains 53626 members 
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	Iteration 39Q: 3 clusters Score -7772680 nChanged 803
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Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 10542 members 
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	Iteration 40F: 3 clusters Score -7772948 nChanged 719
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Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 9825 members 
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	Iteration 41Q: 3 clusters Score -7773202 nChanged 690
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Mstep: Class 2 contains 9137 members 
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	Iteration 44Q: 3 clusters Score -7773810 nChanged 589
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Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7773978 nChanged 583
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Mstep: Class 1 contains 58273 members 
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	Iteration 46Q: 3 clusters Score -7774204 nChanged 541
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Mstep: Class 1 contains 58814 members 
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Mstep: Class 2 contains 5661 members 
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Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 5224 members 
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	Iteration 49Q: 3 clusters Score -7774713 nChanged 418
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Mstep: Class 1 contains 60165 members 
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Mstep: Class 1 contains 60536 members 
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Mstep: Class 1 contains 60870 members 
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Mstep: Class 1 contains 61172 members 
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	Iteration 53Q: 3 clusters Score -7775198 nChanged 282
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Mstep: Class 1 contains 61454 members 
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	Iteration 54Q: 3 clusters Score -7775294 nChanged 266
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Mstep: Class 1 contains 61720 members 
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Mstep: Class 1 contains 61939 members 
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	Iteration 56Q: 3 clusters Score -7775432 nChanged 206
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	Iteration 57Q: 3 clusters Score -7775512 nChanged 194
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	Iteration 58Q: 3 clusters Score -7775592 nChanged 180
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	Iteration 60F: 3 clusters Score -7775721 nChanged 142
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	Iteration 61Q: 3 clusters Score -7775753 nChanged 121
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Mstep: Class 1 contains 63040 members 
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	Iteration 63Q: 3 clusters Score -7775840 nChanged 99
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	Iteration 66Q: 3 clusters Score -7775913 nChanged 69
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Mstep: Class 1 contains 63365 members 
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	Iteration 67Q: 3 clusters Score -7775950 nChanged 71
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	Iteration 68Q: 3 clusters Score -7775981 nChanged 73
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	Iteration 69Q: 3 clusters Score -7776000 nChanged 68
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	Iteration 70Q: 3 clusters Score -7776032 nChanged 66
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Mstep: Class 1 contains 63637 members 
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	Iteration 71Q: 3 clusters Score -7776062 nChanged 49
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	Iteration 72Q: 3 clusters Score -7776070 nChanged 43
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	Iteration 75Q: 3 clusters Score -7776116 nChanged 19
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	Iteration 78Q: 3 clusters Score -7776136 nChanged 24
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	Iteration 79Q: 3 clusters Score -7776135 nChanged 24
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	Iteration 80F: 3 clusters Score -7776152 nChanged 22
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	Iteration 81Q: 3 clusters Score -7776162 nChanged 19
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	Iteration 82Q: 3 clusters Score -7776176 nChanged 22
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	Iteration 83Q: 3 clusters Score -7776185 nChanged 18
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	Iteration 84Q: 3 clusters Score -7776182 nChanged 11
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	Iteration 85Q: 3 clusters Score -7776185 nChanged 10
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	Iteration 86Q: 3 clusters Score -7776190 nChanged 10
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	Iteration 87Q: 3 clusters Score -7776193 nChanged 9
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	Iteration 88Q: 3 clusters Score -7776199 nChanged 7
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	Iteration 89Q: 3 clusters Score -7776203 nChanged 6
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	Iteration 90Q: 3 clusters Score -7776200 nChanged 9
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Mstep: Class 2 contains 978 members 
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	Iteration 91Q: 3 clusters Score -7776200 nChanged 7
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	Iteration 92Q: 3 clusters Score -7776198 nChanged 8
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	Iteration 93Q: 3 clusters Score -7776202 nChanged 11
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	Iteration 94Q: 3 clusters Score -7776211 nChanged 9
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	Iteration 95Q: 3 clusters Score -7776212 nChanged 5
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	Iteration 96Q: 3 clusters Score -7776214 nChanged 3
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	Iteration 97Q: 3 clusters Score -7776209 nChanged 3
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	Iteration 98Q: 3 clusters Score -7776214 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7776221.500000 Penalty: 5496.521484
	Iteration 99Q: 3 clusters Score -7776222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7776216.000000 Penalty: 5496.521484
	Iteration 100F: 3 clusters Score -7776216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7776218.500000 Penalty: 5496.521484
	Iteration 101Q: 3 clusters Score -7776218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7776218.500000 Penalty: 5496.521484
	Iteration 102F: 3 clusters Score -7776218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (94556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94556 members 
Entering Unmasked Estep 
Score: -11290820.000000 Penalty: 2841.322998
	Iteration 0F: 2 clusters Score -1.129082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -11227270.000000 Penalty: 5682.645996
	Iteration 0F: 3 clusters Score -1.122727e+07 nChanged 44695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -11252703.000000 Penalty: 5682.645996
	Iteration 1F: 3 clusters Score -1.12527e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -11253270.000000 Penalty: 5682.645996
	Iteration 2Q: 3 clusters Score -1.125327e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -11253877.000000 Penalty: 5682.645996
	Iteration 3Q: 3 clusters Score -1.125388e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -11254555.000000 Penalty: 5682.645996
	Iteration 4Q: 3 clusters Score -1.125456e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -11255506.000000 Penalty: 5682.645996
	Iteration 5Q: 3 clusters Score -1.125551e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -11256701.000000 Penalty: 5682.645996
	Iteration 6Q: 3 clusters Score -1.12567e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -11258332.000000 Penalty: 5682.645996
	Iteration 7Q: 3 clusters Score -1.125833e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -11260734.000000 Penalty: 5682.645996
	Iteration 8Q: 3 clusters Score -1.126073e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -11264160.000000 Penalty: 5682.645996
	Iteration 9F: 3 clusters Score -1.126416e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -11268592.000000 Penalty: 5682.645996
	Iteration 10F: 3 clusters Score -1.126859e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -11274164.000000 Penalty: 5682.645996
	Iteration 11F: 3 clusters Score -1.127416e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82846 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -11279267.000000 Penalty: 5682.645996
	Iteration 12F: 3 clusters Score -1.127927e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -11283425.000000 Penalty: 5682.645996
	Iteration 13F: 3 clusters Score -1.128342e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90876 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -11285847.000000 Penalty: 5682.645996
	Iteration 14Q: 3 clusters Score -1.128585e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92440 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -11286990.000000 Penalty: 5682.645996
	Iteration 15Q: 3 clusters Score -1.128699e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93191 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -11287626.000000 Penalty: 5682.645996
	Iteration 16Q: 3 clusters Score -1.128763e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93553 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11287925.000000 Penalty: 5682.645996
	Iteration 17Q: 3 clusters Score -1.128792e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11288104.000000 Penalty: 5682.645996
	Iteration 18Q: 3 clusters Score -1.12881e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93820 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11288190.000000 Penalty: 5682.645996
	Iteration 19Q: 3 clusters Score -1.128819e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93870 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -11288248.000000 Penalty: 5682.645996
	Iteration 20F: 3 clusters Score -1.128825e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11288283.000000 Penalty: 5682.645996
	Iteration 21Q: 3 clusters Score -1.128828e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11288299.000000 Penalty: 5682.645996
	Iteration 22Q: 3 clusters Score -1.12883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11288309.000000 Penalty: 5682.645996
	Iteration 23Q: 3 clusters Score -1.128831e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93973 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11288320.000000 Penalty: 5682.645996
	Iteration 24Q: 3 clusters Score -1.128832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11288334.000000 Penalty: 5682.645996
	Iteration 25Q: 3 clusters Score -1.128833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11288349.000000 Penalty: 5682.645996
	Iteration 26Q: 3 clusters Score -1.128835e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11288357.000000 Penalty: 5682.645996
	Iteration 27Q: 3 clusters Score -1.128836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11288384.000000 Penalty: 5682.645996
	Iteration 28Q: 3 clusters Score -1.128838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94036 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11288402.000000 Penalty: 5682.645996
	Iteration 29Q: 3 clusters Score -1.12884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94043 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11288403.000000 Penalty: 5682.645996
	Iteration 30Q: 3 clusters Score -1.12884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11288404.000000 Penalty: 5682.645996
	Iteration 31Q: 3 clusters Score -1.12884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94050 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11288402.000000 Penalty: 5682.645996
	Iteration 32Q: 3 clusters Score -1.12884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -11288395.000000 Penalty: 5682.645996
	Iteration 33Q: 3 clusters Score -1.12884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -11288403.000000 Penalty: 5682.645996
	Iteration 34Q: 3 clusters Score -1.12884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -11288411.000000 Penalty: 5682.645996
	Iteration 35Q: 3 clusters Score -1.128841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -11288411.000000 Penalty: 5682.645996
	Iteration 36F: 3 clusters Score -1.128841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Entering Unmasked Estep 
Score: -2327348.750000 Penalty: 2454.397705
	Iteration 0F: 2 clusters Score -2327349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2313365.000000 Penalty: 4908.795410
	Iteration 0F: 3 clusters Score -2313365 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2318200.500000 Penalty: 4908.795410
	Iteration 1F: 3 clusters Score -2318200 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2318724.750000 Penalty: 4908.795410
	Iteration 2F: 3 clusters Score -2318725 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2319186.750000 Penalty: 4908.795410
	Iteration 3F: 3 clusters Score -2319187 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2319610.250000 Penalty: 4908.795410
	Iteration 4Q: 3 clusters Score -2319610 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2319968.750000 Penalty: 4908.795410
	Iteration 5Q: 3 clusters Score -2319969 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2320267.250000 Penalty: 4908.795410
	Iteration 6Q: 3 clusters Score -2320267 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2320492.250000 Penalty: 4908.795410
	Iteration 7Q: 3 clusters Score -2320492 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2320675.750000 Penalty: 4908.795410
	Iteration 8Q: 3 clusters Score -2320676 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2320848.000000 Penalty: 4908.795410
	Iteration 9Q: 3 clusters Score -2320848 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2320980.500000 Penalty: 4908.795410
	Iteration 10Q: 3 clusters Score -2320980 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2321087.500000 Penalty: 4908.795410
	Iteration 11Q: 3 clusters Score -2321088 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2321173.000000 Penalty: 4908.795410
	Iteration 12Q: 3 clusters Score -2321173 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2321246.750000 Penalty: 4908.795410
	Iteration 13Q: 3 clusters Score -2321247 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2321333.500000 Penalty: 4908.795410
	Iteration 14Q: 3 clusters Score -2321334 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2321414.750000 Penalty: 4908.795410
	Iteration 15Q: 3 clusters Score -2321415 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2321500.000000 Penalty: 4908.795410
	Iteration 16Q: 3 clusters Score -2321500 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2321584.000000 Penalty: 4908.795410
	Iteration 17Q: 3 clusters Score -2321584 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2321674.250000 Penalty: 4908.795410
	Iteration 18Q: 3 clusters Score -2321674 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2321776.250000 Penalty: 4908.795410
	Iteration 19Q: 3 clusters Score -2321776 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2321872.000000 Penalty: 4908.795410
	Iteration 20F: 3 clusters Score -2321872 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2321963.000000 Penalty: 4908.795410
	Iteration 21Q: 3 clusters Score -2321963 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2322089.750000 Penalty: 4908.795410
	Iteration 22Q: 3 clusters Score -2322090 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2322256.750000 Penalty: 4908.795410
	Iteration 23Q: 3 clusters Score -2322257 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2322437.500000 Penalty: 4908.795410
	Iteration 24Q: 3 clusters Score -2322438 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2322659.500000 Penalty: 4908.795410
	Iteration 25Q: 3 clusters Score -2322660 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2322929.000000 Penalty: 4908.795410
	Iteration 26Q: 3 clusters Score -2322929 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2323234.250000 Penalty: 4908.795410
	Iteration 27Q: 3 clusters Score -2323234 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2323534.000000 Penalty: 4908.795410
	Iteration 28Q: 3 clusters Score -2323534 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2323881.500000 Penalty: 4908.795410
	Iteration 29Q: 3 clusters Score -2323882 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2324204.250000 Penalty: 4908.795410
	Iteration 30Q: 3 clusters Score -2324204 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2324475.000000 Penalty: 4908.795410
	Iteration 31Q: 3 clusters Score -2324475 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2324662.500000 Penalty: 4908.795410
	Iteration 32Q: 3 clusters Score -2324662 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2324833.500000 Penalty: 4908.795410
	Iteration 33Q: 3 clusters Score -2324834 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2325000.000000 Penalty: 4908.795410
	Iteration 34Q: 3 clusters Score -2325000 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2325114.500000 Penalty: 4908.795410
	Iteration 35Q: 3 clusters Score -2325114 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2325196.500000 Penalty: 4908.795410
	Iteration 36Q: 3 clusters Score -2325196 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2325272.000000 Penalty: 4908.795410
	Iteration 37Q: 3 clusters Score -2325272 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2325307.250000 Penalty: 4908.795410
	Iteration 38Q: 3 clusters Score -2325307 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2325370.750000 Penalty: 4908.795410
	Iteration 39Q: 3 clusters Score -2325371 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2325416.750000 Penalty: 4908.795410
	Iteration 40F: 3 clusters Score -2325417 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2325464.250000 Penalty: 4908.795410
	Iteration 41Q: 3 clusters Score -2325464 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2325510.000000 Penalty: 4908.795410
	Iteration 42Q: 3 clusters Score -2325510 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2325544.250000 Penalty: 4908.795410
	Iteration 43Q: 3 clusters Score -2325544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2325565.000000 Penalty: 4908.795410
	Iteration 44Q: 3 clusters Score -2325565 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2325578.750000 Penalty: 4908.795410
	Iteration 45Q: 3 clusters Score -2325579 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2325596.000000 Penalty: 4908.795410
	Iteration 46Q: 3 clusters Score -2325596 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2325616.000000 Penalty: 4908.795410
	Iteration 47Q: 3 clusters Score -2325616 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2325650.250000 Penalty: 4908.795410
	Iteration 48Q: 3 clusters Score -2325650 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2325671.250000 Penalty: 4908.795410
	Iteration 49Q: 3 clusters Score -2325671 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2325688.750000 Penalty: 4908.795410
	Iteration 50Q: 3 clusters Score -2325689 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2325715.000000 Penalty: 4908.795410
	Iteration 51Q: 3 clusters Score -2325715 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2325739.500000 Penalty: 4908.795410
	Iteration 52Q: 3 clusters Score -2325740 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2325774.250000 Penalty: 4908.795410
	Iteration 53Q: 3 clusters Score -2325774 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2325813.000000 Penalty: 4908.795410
	Iteration 54Q: 3 clusters Score -2325813 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2325845.250000 Penalty: 4908.795410
	Iteration 55Q: 3 clusters Score -2325845 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2325892.750000 Penalty: 4908.795410
	Iteration 56Q: 3 clusters Score -2325893 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2325930.250000 Penalty: 4908.795410
	Iteration 57Q: 3 clusters Score -2325930 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2325992.250000 Penalty: 4908.795410
	Iteration 58Q: 3 clusters Score -2325992 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2326066.500000 Penalty: 4908.795410
	Iteration 59Q: 3 clusters Score -2326066 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2326147.500000 Penalty: 4908.795410
	Iteration 60F: 3 clusters Score -2326148 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2326233.000000 Penalty: 4908.795410
	Iteration 61Q: 3 clusters Score -2326233 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2326333.000000 Penalty: 4908.795410
	Iteration 62Q: 3 clusters Score -2326333 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2326412.500000 Penalty: 4908.795410
	Iteration 63Q: 3 clusters Score -2326412 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2326495.500000 Penalty: 4908.795410
	Iteration 64Q: 3 clusters Score -2326496 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2326576.250000 Penalty: 4908.795410
	Iteration 65Q: 3 clusters Score -2326576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2326620.000000 Penalty: 4908.795410
	Iteration 66Q: 3 clusters Score -2326620 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2326655.000000 Penalty: 4908.795410
	Iteration 67Q: 3 clusters Score -2326655 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2326701.500000 Penalty: 4908.795410
	Iteration 68Q: 3 clusters Score -2326702 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2326731.250000 Penalty: 4908.795410
	Iteration 69Q: 3 clusters Score -2326731 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2326766.500000 Penalty: 4908.795410
	Iteration 70Q: 3 clusters Score -2326766 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2326801.500000 Penalty: 4908.795410
	Iteration 71Q: 3 clusters Score -2326802 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2326835.250000 Penalty: 4908.795410
	Iteration 72Q: 3 clusters Score -2326835 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2326869.000000 Penalty: 4908.795410
	Iteration 73Q: 3 clusters Score -2326869 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2326890.000000 Penalty: 4908.795410
	Iteration 74Q: 3 clusters Score -2326890 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2326927.000000 Penalty: 4908.795410
	Iteration 75Q: 3 clusters Score -2326927 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2326950.500000 Penalty: 4908.795410
	Iteration 76Q: 3 clusters Score -2326950 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2326966.250000 Penalty: 4908.795410
	Iteration 77Q: 3 clusters Score -2326966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2326971.000000 Penalty: 4908.795410
	Iteration 78Q: 3 clusters Score -2326971 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2326979.500000 Penalty: 4908.795410
	Iteration 79Q: 3 clusters Score -2326980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2326998.500000 Penalty: 4908.795410
	Iteration 80F: 3 clusters Score -2326998 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2327011.000000 Penalty: 4908.795410
	Iteration 81Q: 3 clusters Score -2327011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2327014.750000 Penalty: 4908.795410
	Iteration 82Q: 3 clusters Score -2327015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2327022.250000 Penalty: 4908.795410
	Iteration 83Q: 3 clusters Score -2327022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2327022.250000 Penalty: 4908.795410
	Iteration 84Q: 3 clusters Score -2327022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2327025.000000 Penalty: 4908.795410
	Iteration 85Q: 3 clusters Score -2327025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2327033.250000 Penalty: 4908.795410
	Iteration 86Q: 3 clusters Score -2327033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2327035.500000 Penalty: 4908.795410
	Iteration 87Q: 3 clusters Score -2327036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2327034.500000 Penalty: 4908.795410
	Iteration 88Q: 3 clusters Score -2327034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2327038.750000 Penalty: 4908.795410
	Iteration 89Q: 3 clusters Score -2327039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2327039.750000 Penalty: 4908.795410
	Iteration 90Q: 3 clusters Score -2327040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2327041.000000 Penalty: 4908.795410
	Iteration 91Q: 3 clusters Score -2327041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2327040.250000 Penalty: 4908.795410
	Iteration 92Q: 3 clusters Score -2327040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2327038.250000 Penalty: 4908.795410
	Iteration 93Q: 3 clusters Score -2327038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2327037.500000 Penalty: 4908.795410
	Iteration 94Q: 3 clusters Score -2327038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2327041.000000 Penalty: 4908.795410
	Iteration 95Q: 3 clusters Score -2327041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2327039.750000 Penalty: 4908.795410
	Iteration 96Q: 3 clusters Score -2327040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2327037.250000 Penalty: 4908.795410
	Iteration 97Q: 3 clusters Score -2327037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2327036.750000 Penalty: 4908.795410
	Iteration 98Q: 3 clusters Score -2327037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2327036.750000 Penalty: 4908.795410
	Iteration 99F: 3 clusters Score -2327037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Entering Unmasked Estep 
Score: -562593.250000 Penalty: 2119.112549
	Iteration 0F: 2 clusters Score -562593.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -558046.750000 Penalty: 4238.225098
	Iteration 0F: 3 clusters Score -558046.8 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -559192.187500 Penalty: 4238.225098
	Iteration 1F: 3 clusters Score -559192.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -559517.687500 Penalty: 4238.225098
	Iteration 2F: 3 clusters Score -559517.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -559878.250000 Penalty: 4238.225098
	Iteration 3F: 3 clusters Score -559878.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -560245.375000 Penalty: 4238.225098
	Iteration 4F: 3 clusters Score -560245.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -560532.312500 Penalty: 4238.225098
	Iteration 5F: 3 clusters Score -560532.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -560715.875000 Penalty: 4238.225098
	Iteration 6Q: 3 clusters Score -560715.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -560857.500000 Penalty: 4238.225098
	Iteration 7Q: 3 clusters Score -560857.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -560992.500000 Penalty: 4238.225098
	Iteration 8Q: 3 clusters Score -560992.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -561130.687500 Penalty: 4238.225098
	Iteration 9Q: 3 clusters Score -561130.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -561269.437500 Penalty: 4238.225098
	Iteration 10Q: 3 clusters Score -561269.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -561361.750000 Penalty: 4238.225098
	Iteration 11Q: 3 clusters Score -561361.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -561425.250000 Penalty: 4238.225098
	Iteration 12Q: 3 clusters Score -561425.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -561470.687500 Penalty: 4238.225098
	Iteration 13Q: 3 clusters Score -561470.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -561504.937500 Penalty: 4238.225098
	Iteration 14Q: 3 clusters Score -561504.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -561527.375000 Penalty: 4238.225098
	Iteration 15Q: 3 clusters Score -561527.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -561545.375000 Penalty: 4238.225098
	Iteration 16Q: 3 clusters Score -561545.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -561554.812500 Penalty: 4238.225098
	Iteration 17Q: 3 clusters Score -561554.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -561562.125000 Penalty: 4238.225098
	Iteration 18Q: 3 clusters Score -561562.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -561570.312500 Penalty: 4238.225098
	Iteration 19Q: 3 clusters Score -561570.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -561572.750000 Penalty: 4238.225098
	Iteration 20F: 3 clusters Score -561572.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -561575.125000 Penalty: 4238.225098
	Iteration 21Q: 3 clusters Score -561575.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -561577.875000 Penalty: 4238.225098
	Iteration 22Q: 3 clusters Score -561577.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -561579.812500 Penalty: 4238.225098
	Iteration 23Q: 3 clusters Score -561579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -561580.375000 Penalty: 4238.225098
	Iteration 24Q: 3 clusters Score -561580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -561583.125000 Penalty: 4238.225098
	Iteration 25Q: 3 clusters Score -561583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -561583.937500 Penalty: 4238.225098
	Iteration 26Q: 3 clusters Score -561583.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -561586.375000 Penalty: 4238.225098
	Iteration 27Q: 3 clusters Score -561586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -561588.562500 Penalty: 4238.225098
	Iteration 28Q: 3 clusters Score -561588.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -561589.187500 Penalty: 4238.225098
	Iteration 29Q: 3 clusters Score -561589.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -561590.875000 Penalty: 4238.225098
	Iteration 30Q: 3 clusters Score -561590.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -561590.812500 Penalty: 4238.225098
	Iteration 31Q: 3 clusters Score -561590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -561591.937500 Penalty: 4238.225098
	Iteration 32Q: 3 clusters Score -561591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -561593.562500 Penalty: 4238.225098
	Iteration 33Q: 3 clusters Score -561593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -561594.875000 Penalty: 4238.225098
	Iteration 34Q: 3 clusters Score -561594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -561596.187500 Penalty: 4238.225098
	Iteration 35Q: 3 clusters Score -561596.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -561596.187500 Penalty: 4238.225098
	Iteration 36F: 3 clusters Score -561596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Entering Unmasked Estep 
Score: -718936.375000 Penalty: 2161.457031
	Iteration 0F: 2 clusters Score -718936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -713745.000000 Penalty: 4322.914062
	Iteration 0F: 3 clusters Score -713745 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -715056.875000 Penalty: 4322.914062
	Iteration 1F: 3 clusters Score -715056.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -715268.437500 Penalty: 4322.914062
	Iteration 2F: 3 clusters Score -715268.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -715402.312500 Penalty: 4322.914062
	Iteration 3Q: 3 clusters Score -715402.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -715499.437500 Penalty: 4322.914062
	Iteration 4Q: 3 clusters Score -715499.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -715573.625000 Penalty: 4322.914062
	Iteration 5Q: 3 clusters Score -715573.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -715635.312500 Penalty: 4322.914062
	Iteration 6Q: 3 clusters Score -715635.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -715697.062500 Penalty: 4322.914062
	Iteration 7Q: 3 clusters Score -715697.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -715749.875000 Penalty: 4322.914062
	Iteration 8Q: 3 clusters Score -715749.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -715804.937500 Penalty: 4322.914062
	Iteration 9Q: 3 clusters Score -715804.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -715870.187500 Penalty: 4322.914062
	Iteration 10Q: 3 clusters Score -715870.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -715940.750000 Penalty: 4322.914062
	Iteration 11Q: 3 clusters Score -715940.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -716019.375000 Penalty: 4322.914062
	Iteration 12Q: 3 clusters Score -716019.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -716111.500000 Penalty: 4322.914062
	Iteration 13Q: 3 clusters Score -716111.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -716207.125000 Penalty: 4322.914062
	Iteration 14Q: 3 clusters Score -716207.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -716317.562500 Penalty: 4322.914062
	Iteration 15Q: 3 clusters Score -716317.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -716430.250000 Penalty: 4322.914062
	Iteration 16Q: 3 clusters Score -716430.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -716546.062500 Penalty: 4322.914062
	Iteration 17Q: 3 clusters Score -716546.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -716658.625000 Penalty: 4322.914062
	Iteration 18Q: 3 clusters Score -716658.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -716756.500000 Penalty: 4322.914062
	Iteration 19Q: 3 clusters Score -716756.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -716832.187500 Penalty: 4322.914062
	Iteration 20F: 3 clusters Score -716832.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -716888.875000 Penalty: 4322.914062
	Iteration 21Q: 3 clusters Score -716888.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -716924.750000 Penalty: 4322.914062
	Iteration 22Q: 3 clusters Score -716924.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -716963.687500 Penalty: 4322.914062
	Iteration 23Q: 3 clusters Score -716963.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -716991.062500 Penalty: 4322.914062
	Iteration 24Q: 3 clusters Score -716991.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -717009.875000 Penalty: 4322.914062
	Iteration 25Q: 3 clusters Score -717009.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -717030.937500 Penalty: 4322.914062
	Iteration 26Q: 3 clusters Score -717030.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -717039.937500 Penalty: 4322.914062
	Iteration 27Q: 3 clusters Score -717039.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -717050.562500 Penalty: 4322.914062
	Iteration 28Q: 3 clusters Score -717050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -717052.562500 Penalty: 4322.914062
	Iteration 29Q: 3 clusters Score -717052.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -717057.937500 Penalty: 4322.914062
	Iteration 30Q: 3 clusters Score -717057.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -717063.750000 Penalty: 4322.914062
	Iteration 31Q: 3 clusters Score -717063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -717068.437500 Penalty: 4322.914062
	Iteration 32Q: 3 clusters Score -717068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -717069.187500 Penalty: 4322.914062
	Iteration 33Q: 3 clusters Score -717069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -717071.125000 Penalty: 4322.914062
	Iteration 34Q: 3 clusters Score -717071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -717075.125000 Penalty: 4322.914062
	Iteration 35Q: 3 clusters Score -717075.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -717076.875000 Penalty: 4322.914062
	Iteration 36Q: 3 clusters Score -717076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -717076.875000 Penalty: 4322.914062
	Iteration 37F: 3 clusters Score -717076.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Entering Unmasked Estep 
Score: -880503.375000 Penalty: 2214.335693
	Iteration 0F: 2 clusters Score -880503.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -874354.250000 Penalty: 4428.671387
	Iteration 0F: 3 clusters Score -874354.2 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -876005.875000 Penalty: 4428.671387
	Iteration 1F: 3 clusters Score -876005.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -876270.437500 Penalty: 4428.671387
	Iteration 2F: 3 clusters Score -876270.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -876453.562500 Penalty: 4428.671387
	Iteration 3F: 3 clusters Score -876453.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -876604.375000 Penalty: 4428.671387
	Iteration 4Q: 3 clusters Score -876604.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -876744.187500 Penalty: 4428.671387
	Iteration 5Q: 3 clusters Score -876744.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -876886.750000 Penalty: 4428.671387
	Iteration 6Q: 3 clusters Score -876886.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -877042.500000 Penalty: 4428.671387
	Iteration 7Q: 3 clusters Score -877042.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -877210.000000 Penalty: 4428.671387
	Iteration 8Q: 3 clusters Score -877210 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -877349.000000 Penalty: 4428.671387
	Iteration 9Q: 3 clusters Score -877349 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -877499.125000 Penalty: 4428.671387
	Iteration 10Q: 3 clusters Score -877499.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -877659.000000 Penalty: 4428.671387
	Iteration 11Q: 3 clusters Score -877659 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -877827.250000 Penalty: 4428.671387
	Iteration 12Q: 3 clusters Score -877827.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -878000.375000 Penalty: 4428.671387
	Iteration 13Q: 3 clusters Score -878000.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -878154.750000 Penalty: 4428.671387
	Iteration 14Q: 3 clusters Score -878154.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -878320.062500 Penalty: 4428.671387
	Iteration 15Q: 3 clusters Score -878320.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -878477.312500 Penalty: 4428.671387
	Iteration 16Q: 3 clusters Score -878477.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -878599.375000 Penalty: 4428.671387
	Iteration 17Q: 3 clusters Score -878599.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -878665.250000 Penalty: 4428.671387
	Iteration 18Q: 3 clusters Score -878665.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -878703.625000 Penalty: 4428.671387
	Iteration 19Q: 3 clusters Score -878703.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -878726.250000 Penalty: 4428.671387
	Iteration 20F: 3 clusters Score -878726.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -878746.875000 Penalty: 4428.671387
	Iteration 21Q: 3 clusters Score -878746.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -878763.750000 Penalty: 4428.671387
	Iteration 22Q: 3 clusters Score -878763.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -878783.250000 Penalty: 4428.671387
	Iteration 23Q: 3 clusters Score -878783.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -878797.437500 Penalty: 4428.671387
	Iteration 24Q: 3 clusters Score -878797.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -878814.625000 Penalty: 4428.671387
	Iteration 25Q: 3 clusters Score -878814.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -878826.375000 Penalty: 4428.671387
	Iteration 26Q: 3 clusters Score -878826.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -878833.937500 Penalty: 4428.671387
	Iteration 27Q: 3 clusters Score -878833.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -878840.250000 Penalty: 4428.671387
	Iteration 28Q: 3 clusters Score -878840.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -878843.187500 Penalty: 4428.671387
	Iteration 29Q: 3 clusters Score -878843.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -878847.187500 Penalty: 4428.671387
	Iteration 30Q: 3 clusters Score -878847.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -878849.625000 Penalty: 4428.671387
	Iteration 31Q: 3 clusters Score -878849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -878850.937500 Penalty: 4428.671387
	Iteration 32Q: 3 clusters Score -878850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -878853.937500 Penalty: 4428.671387
	Iteration 33Q: 3 clusters Score -878853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -878853.562500 Penalty: 4428.671387
	Iteration 34Q: 3 clusters Score -878853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -878856.125000 Penalty: 4428.671387
	Iteration 35Q: 3 clusters Score -878856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -878855.500000 Penalty: 4428.671387
	Iteration 36Q: 3 clusters Score -878855.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -878856.375000 Penalty: 4428.671387
	Iteration 37Q: 3 clusters Score -878856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -878856.812500 Penalty: 4428.671387
	Iteration 38Q: 3 clusters Score -878856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -878856.250000 Penalty: 4428.671387
	Iteration 39Q: 3 clusters Score -878856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -878856.250000 Penalty: 4428.671387
	Iteration 40F: 3 clusters Score -878856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -878856.250000 Penalty: 4428.671387
	Iteration 41Q: 3 clusters Score -878856.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -878857.500000 Penalty: 4428.671387
	Iteration 42Q: 3 clusters Score -878857.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -878856.312500 Penalty: 4428.671387
	Iteration 43Q: 3 clusters Score -878856.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -878859.312500 Penalty: 4428.671387
	Iteration 44Q: 3 clusters Score -878859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -878859.062500 Penalty: 4428.671387
	Iteration 45Q: 3 clusters Score -878859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -878858.687500 Penalty: 4428.671387
	Iteration 46Q: 3 clusters Score -878858.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -878858.687500 Penalty: 4428.671387
	Iteration 47F: 3 clusters Score -878858.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Entering Unmasked Estep 
Score: -3328862.250000 Penalty: 2534.906006
	Iteration 0F: 2 clusters Score -3328862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3310001.500000 Penalty: 5069.812012
	Iteration 0F: 3 clusters Score -3310002 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3316502.750000 Penalty: 5069.812012
	Iteration 1F: 3 clusters Score -3316503 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3316906.250000 Penalty: 5069.812012
	Iteration 2Q: 3 clusters Score -3316906 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3317299.000000 Penalty: 5069.812012
	Iteration 3Q: 3 clusters Score -3317299 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3317751.250000 Penalty: 5069.812012
	Iteration 4Q: 3 clusters Score -3317751 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -3318271.500000 Penalty: 5069.812012
	Iteration 5Q: 3 clusters Score -3318272 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3318963.250000 Penalty: 5069.812012
	Iteration 6Q: 3 clusters Score -3318963 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3319982.500000 Penalty: 5069.812012
	Iteration 7F: 3 clusters Score -3319982 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3321395.250000 Penalty: 5069.812012
	Iteration 8F: 3 clusters Score -3321395 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3322997.500000 Penalty: 5069.812012
	Iteration 9F: 3 clusters Score -3322998 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3324390.250000 Penalty: 5069.812012
	Iteration 10F: 3 clusters Score -3324390 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3325315.000000 Penalty: 5069.812012
	Iteration 11Q: 3 clusters Score -3325315 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3325873.250000 Penalty: 5069.812012
	Iteration 12Q: 3 clusters Score -3325873 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3326179.750000 Penalty: 5069.812012
	Iteration 13Q: 3 clusters Score -3326180 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3326346.500000 Penalty: 5069.812012
	Iteration 14Q: 3 clusters Score -3326346 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3326443.000000 Penalty: 5069.812012
	Iteration 15Q: 3 clusters Score -3326443 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3326501.750000 Penalty: 5069.812012
	Iteration 16Q: 3 clusters Score -3326502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3326545.750000 Penalty: 5069.812012
	Iteration 17Q: 3 clusters Score -3326546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3326580.000000 Penalty: 5069.812012
	Iteration 18Q: 3 clusters Score -3326580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3326600.000000 Penalty: 5069.812012
	Iteration 19Q: 3 clusters Score -3326600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3326617.000000 Penalty: 5069.812012
	Iteration 20F: 3 clusters Score -3326617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3326626.500000 Penalty: 5069.812012
	Iteration 21Q: 3 clusters Score -3326626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3326637.500000 Penalty: 5069.812012
	Iteration 22Q: 3 clusters Score -3326638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3326644.500000 Penalty: 5069.812012
	Iteration 23Q: 3 clusters Score -3326644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3326649.500000 Penalty: 5069.812012
	Iteration 24Q: 3 clusters Score -3326650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3326654.750000 Penalty: 5069.812012
	Iteration 25Q: 3 clusters Score -3326655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3326655.500000 Penalty: 5069.812012
	Iteration 26Q: 3 clusters Score -3326656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3326655.500000 Penalty: 5069.812012
	Iteration 27F: 3 clusters Score -3326656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Entering Unmasked Estep 
Score: -1460943.500000 Penalty: 2339.087158
	Iteration 0F: 2 clusters Score -1460944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1451784.250000 Penalty: 4678.174316
	Iteration 0F: 3 clusters Score -1451784 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1454597.250000 Penalty: 4678.174316
	Iteration 1F: 3 clusters Score -1454597 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1454995.500000 Penalty: 4678.174316
	Iteration 2F: 3 clusters Score -1454996 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1455276.625000 Penalty: 4678.174316
	Iteration 3F: 3 clusters Score -1455277 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1455522.250000 Penalty: 4678.174316
	Iteration 4Q: 3 clusters Score -1455522 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1455706.625000 Penalty: 4678.174316
	Iteration 5Q: 3 clusters Score -1455707 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1455883.750000 Penalty: 4678.174316
	Iteration 6Q: 3 clusters Score -1455884 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1456037.375000 Penalty: 4678.174316
	Iteration 7Q: 3 clusters Score -1456037 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1456150.750000 Penalty: 4678.174316
	Iteration 8Q: 3 clusters Score -1456151 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1456259.000000 Penalty: 4678.174316
	Iteration 9Q: 3 clusters Score -1456259 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1456391.750000 Penalty: 4678.174316
	Iteration 10Q: 3 clusters Score -1456392 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1456528.375000 Penalty: 4678.174316
	Iteration 11Q: 3 clusters Score -1456528 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1456666.125000 Penalty: 4678.174316
	Iteration 12Q: 3 clusters Score -1456666 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1456803.000000 Penalty: 4678.174316
	Iteration 13Q: 3 clusters Score -1456803 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1456931.500000 Penalty: 4678.174316
	Iteration 14Q: 3 clusters Score -1456932 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1457061.625000 Penalty: 4678.174316
	Iteration 15Q: 3 clusters Score -1457062 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1457188.500000 Penalty: 4678.174316
	Iteration 16Q: 3 clusters Score -1457188 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1457307.000000 Penalty: 4678.174316
	Iteration 17Q: 3 clusters Score -1457307 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1457384.750000 Penalty: 4678.174316
	Iteration 18Q: 3 clusters Score -1457385 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1457450.500000 Penalty: 4678.174316
	Iteration 19Q: 3 clusters Score -1457450 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1457494.250000 Penalty: 4678.174316
	Iteration 20F: 3 clusters Score -1457494 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1457525.500000 Penalty: 4678.174316
	Iteration 21Q: 3 clusters Score -1457526 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1457550.875000 Penalty: 4678.174316
	Iteration 22Q: 3 clusters Score -1457551 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1457569.500000 Penalty: 4678.174316
	Iteration 23Q: 3 clusters Score -1457570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1457582.500000 Penalty: 4678.174316
	Iteration 24Q: 3 clusters Score -1457582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1457588.625000 Penalty: 4678.174316
	Iteration 25Q: 3 clusters Score -1457589 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1457598.000000 Penalty: 4678.174316
	Iteration 26Q: 3 clusters Score -1457598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1457600.750000 Penalty: 4678.174316
	Iteration 27Q: 3 clusters Score -1457601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1457603.375000 Penalty: 4678.174316
	Iteration 28Q: 3 clusters Score -1457603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1457604.625000 Penalty: 4678.174316
	Iteration 29Q: 3 clusters Score -1457605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1457606.375000 Penalty: 4678.174316
	Iteration 30Q: 3 clusters Score -1457606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1457609.125000 Penalty: 4678.174316
	Iteration 31Q: 3 clusters Score -1457609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1457610.625000 Penalty: 4678.174316
	Iteration 32Q: 3 clusters Score -1457611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1457609.625000 Penalty: 4678.174316
	Iteration 33Q: 3 clusters Score -1457610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1457611.625000 Penalty: 4678.174316
	Iteration 34Q: 3 clusters Score -1457612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1457614.500000 Penalty: 4678.174316
	Iteration 35Q: 3 clusters Score -1457614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1457614.000000 Penalty: 4678.174316
	Iteration 36Q: 3 clusters Score -1457614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1457613.250000 Penalty: 4678.174316
	Iteration 37Q: 3 clusters Score -1457613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1457613.250000 Penalty: 4678.174316
	Iteration 38F: 3 clusters Score -1457613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Entering Unmasked Estep 
Score: -1902239.875000 Penalty: 2401.668945
	Iteration 0F: 2 clusters Score -1902240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1890671.125000 Penalty: 4803.337891
	Iteration 0F: 3 clusters Score -1890671 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1894386.750000 Penalty: 4803.337891
	Iteration 1F: 3 clusters Score -1894387 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1894756.500000 Penalty: 4803.337891
	Iteration 2F: 3 clusters Score -1894756 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1895043.375000 Penalty: 4803.337891
	Iteration 3Q: 3 clusters Score -1895043 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1895298.875000 Penalty: 4803.337891
	Iteration 4Q: 3 clusters Score -1895299 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1895525.375000 Penalty: 4803.337891
	Iteration 5Q: 3 clusters Score -1895525 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1895716.750000 Penalty: 4803.337891
	Iteration 6Q: 3 clusters Score -1895717 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1895901.750000 Penalty: 4803.337891
	Iteration 7Q: 3 clusters Score -1895902 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1896065.000000 Penalty: 4803.337891
	Iteration 8Q: 3 clusters Score -1896065 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1896284.750000 Penalty: 4803.337891
	Iteration 9Q: 3 clusters Score -1896285 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1896582.250000 Penalty: 4803.337891
	Iteration 10Q: 3 clusters Score -1896582 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1896933.000000 Penalty: 4803.337891
	Iteration 11Q: 3 clusters Score -1896933 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1897377.500000 Penalty: 4803.337891
	Iteration 12Q: 3 clusters Score -1897378 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1897918.125000 Penalty: 4803.337891
	Iteration 13Q: 3 clusters Score -1897918 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1898517.375000 Penalty: 4803.337891
	Iteration 14Q: 3 clusters Score -1898517 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1899022.875000 Penalty: 4803.337891
	Iteration 15Q: 3 clusters Score -1899023 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1899432.625000 Penalty: 4803.337891
	Iteration 16Q: 3 clusters Score -1899433 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1899714.875000 Penalty: 4803.337891
	Iteration 17Q: 3 clusters Score -1899715 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1899868.250000 Penalty: 4803.337891
	Iteration 18Q: 3 clusters Score -1899868 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1899963.000000 Penalty: 4803.337891
	Iteration 19Q: 3 clusters Score -1899963 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1900011.125000 Penalty: 4803.337891
	Iteration 20F: 3 clusters Score -1900011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1900032.500000 Penalty: 4803.337891
	Iteration 21Q: 3 clusters Score -1900032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1900054.500000 Penalty: 4803.337891
	Iteration 22Q: 3 clusters Score -1900054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1900070.125000 Penalty: 4803.337891
	Iteration 23Q: 3 clusters Score -1900070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1900087.125000 Penalty: 4803.337891
	Iteration 24Q: 3 clusters Score -1900087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1900106.500000 Penalty: 4803.337891
	Iteration 25Q: 3 clusters Score -1900106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1900135.000000 Penalty: 4803.337891
	Iteration 26Q: 3 clusters Score -1900135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1900136.625000 Penalty: 4803.337891
	Iteration 27Q: 3 clusters Score -1900137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1900144.250000 Penalty: 4803.337891
	Iteration 28Q: 3 clusters Score -1900144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1900148.125000 Penalty: 4803.337891
	Iteration 29Q: 3 clusters Score -1900148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1900147.125000 Penalty: 4803.337891
	Iteration 30Q: 3 clusters Score -1900147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1900148.250000 Penalty: 4803.337891
	Iteration 31Q: 3 clusters Score -1900148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1900151.625000 Penalty: 4803.337891
	Iteration 32Q: 3 clusters Score -1900152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1900151.625000 Penalty: 4803.337891
	Iteration 33F: 3 clusters Score -1900152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Entering Unmasked Estep 
Score: -375139.343750 Penalty: 2013.758545
	Iteration 0F: 2 clusters Score -375139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -371674.281250 Penalty: 4027.517090
	Iteration 0F: 3 clusters Score -371674.3 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -372577.625000 Penalty: 4027.517090
	Iteration 1F: 3 clusters Score -372577.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -372997.656250 Penalty: 4027.517090
	Iteration 2F: 3 clusters Score -372997.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -373370.562500 Penalty: 4027.517090
	Iteration 3F: 3 clusters Score -373370.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -373639.406250 Penalty: 4027.517090
	Iteration 4F: 3 clusters Score -373639.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -373806.000000 Penalty: 4027.517090
	Iteration 5F: 3 clusters Score -373806 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -373911.375000 Penalty: 4027.517090
	Iteration 6Q: 3 clusters Score -373911.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -373982.000000 Penalty: 4027.517090
	Iteration 7Q: 3 clusters Score -373982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -374016.687500 Penalty: 4027.517090
	Iteration 8Q: 3 clusters Score -374016.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -374036.312500 Penalty: 4027.517090
	Iteration 9Q: 3 clusters Score -374036.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -374046.687500 Penalty: 4027.517090
	Iteration 10Q: 3 clusters Score -374046.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -374053.375000 Penalty: 4027.517090
	Iteration 11Q: 3 clusters Score -374053.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -374062.781250 Penalty: 4027.517090
	Iteration 12Q: 3 clusters Score -374062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -374066.843750 Penalty: 4027.517090
	Iteration 13Q: 3 clusters Score -374066.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -374069.812500 Penalty: 4027.517090
	Iteration 14Q: 3 clusters Score -374069.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -374075.218750 Penalty: 4027.517090
	Iteration 15Q: 3 clusters Score -374075.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -374079.562500 Penalty: 4027.517090
	Iteration 16Q: 3 clusters Score -374079.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -374082.906250 Penalty: 4027.517090
	Iteration 17Q: 3 clusters Score -374082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -374083.781250 Penalty: 4027.517090
	Iteration 18Q: 3 clusters Score -374083.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -374087.125000 Penalty: 4027.517090
	Iteration 19Q: 3 clusters Score -374087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -374089.718750 Penalty: 4027.517090
	Iteration 20F: 3 clusters Score -374089.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -374092.968750 Penalty: 4027.517090
	Iteration 21Q: 3 clusters Score -374093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -374097.437500 Penalty: 4027.517090
	Iteration 22Q: 3 clusters Score -374097.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -374101.093750 Penalty: 4027.517090
	Iteration 23Q: 3 clusters Score -374101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -374103.781250 Penalty: 4027.517090
	Iteration 24Q: 3 clusters Score -374103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -374104.875000 Penalty: 4027.517090
	Iteration 25Q: 3 clusters Score -374104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -374105.687500 Penalty: 4027.517090
	Iteration 26Q: 3 clusters Score -374105.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -374106.250000 Penalty: 4027.517090
	Iteration 27Q: 3 clusters Score -374106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -374107.656250 Penalty: 4027.517090
	Iteration 28Q: 3 clusters Score -374107.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -374107.656250 Penalty: 4027.517090
	Iteration 29F: 3 clusters Score -374107.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -475863.031250 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -475863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -471850.500000 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -471850.5 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -472752.906250 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -472752.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -473003.343750 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -473003.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -473140.000000 Penalty: 4127.907715
	Iteration 3F: 3 clusters Score -473140 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -473242.437500 Penalty: 4127.907715
	Iteration 4Q: 3 clusters Score -473242.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -473316.625000 Penalty: 4127.907715
	Iteration 5Q: 3 clusters Score -473316.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -473378.156250 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -473378.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -473417.843750 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -473417.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -473440.343750 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -473440.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -473463.718750 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -473463.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -473487.218750 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -473487.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -473511.593750 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -473511.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -473539.281250 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -473539.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -473562.625000 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -473562.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -473581.843750 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -473581.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -473602.093750 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -473602.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -473621.062500 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -473621.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -473640.937500 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -473640.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -473654.312500 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -473654.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -473668.406250 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -473668.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -473682.718750 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -473682.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -473695.000000 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -473695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -473710.937500 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -473710.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -473725.500000 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -473725.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -473737.093750 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -473737.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -473750.500000 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -473750.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -473769.156250 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -473769.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -473783.218750 Penalty: 4127.907715
	Iteration 27Q: 3 clusters Score -473783.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -473792.968750 Penalty: 4127.907715
	Iteration 28Q: 3 clusters Score -473793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -473804.593750 Penalty: 4127.907715
	Iteration 29Q: 3 clusters Score -473804.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -473815.281250 Penalty: 4127.907715
	Iteration 30Q: 3 clusters Score -473815.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -473830.437500 Penalty: 4127.907715
	Iteration 31Q: 3 clusters Score -473830.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -473840.468750 Penalty: 4127.907715
	Iteration 32Q: 3 clusters Score -473840.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -473849.812500 Penalty: 4127.907715
	Iteration 33Q: 3 clusters Score -473849.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -473857.125000 Penalty: 4127.907715
	Iteration 34Q: 3 clusters Score -473857.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -473865.781250 Penalty: 4127.907715
	Iteration 35Q: 3 clusters Score -473865.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -473872.093750 Penalty: 4127.907715
	Iteration 36Q: 3 clusters Score -473872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -473875.968750 Penalty: 4127.907715
	Iteration 37Q: 3 clusters Score -473876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -473885.812500 Penalty: 4127.907715
	Iteration 38Q: 3 clusters Score -473885.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -473893.625000 Penalty: 4127.907715
	Iteration 39Q: 3 clusters Score -473893.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -473898.656250 Penalty: 4127.907715
	Iteration 40F: 3 clusters Score -473898.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -473905.687500 Penalty: 4127.907715
	Iteration 41Q: 3 clusters Score -473905.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -473912.718750 Penalty: 4127.907715
	Iteration 42Q: 3 clusters Score -473912.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -473923.218750 Penalty: 4127.907715
	Iteration 43Q: 3 clusters Score -473923.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -473933.281250 Penalty: 4127.907715
	Iteration 44Q: 3 clusters Score -473933.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -473942.156250 Penalty: 4127.907715
	Iteration 45Q: 3 clusters Score -473942.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -473946.062500 Penalty: 4127.907715
	Iteration 46Q: 3 clusters Score -473946.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -473949.500000 Penalty: 4127.907715
	Iteration 47Q: 3 clusters Score -473949.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -473951.250000 Penalty: 4127.907715
	Iteration 48Q: 3 clusters Score -473951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -473953.656250 Penalty: 4127.907715
	Iteration 49Q: 3 clusters Score -473953.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -473956.031250 Penalty: 4127.907715
	Iteration 50Q: 3 clusters Score -473956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -473958.125000 Penalty: 4127.907715
	Iteration 51Q: 3 clusters Score -473958.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -473959.562500 Penalty: 4127.907715
	Iteration 52Q: 3 clusters Score -473959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -473960.968750 Penalty: 4127.907715
	Iteration 53Q: 3 clusters Score -473961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -473963.187500 Penalty: 4127.907715
	Iteration 54Q: 3 clusters Score -473963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -473962.156250 Penalty: 4127.907715
	Iteration 55Q: 3 clusters Score -473962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -473962.156250 Penalty: 4127.907715
	Iteration 56F: 3 clusters Score -473962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (39365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Entering Unmasked Estep 
Score: -4725681.000000 Penalty: 2623.996826
	Iteration 0F: 2 clusters Score -4725681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4698952.000000 Penalty: 5247.993652
	Iteration 0F: 3 clusters Score -4698952 nChanged 17994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -4708747.500000 Penalty: 5247.993652
	Iteration 1F: 3 clusters Score -4708748 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4709228.500000 Penalty: 5247.993652
	Iteration 2Q: 3 clusters Score -4709228 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4709673.000000 Penalty: 5247.993652
	Iteration 3Q: 3 clusters Score -4709673 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -4710220.500000 Penalty: 5247.993652
	Iteration 4Q: 3 clusters Score -4710220 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -4710794.500000 Penalty: 5247.993652
	Iteration 5Q: 3 clusters Score -4710794 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -4711584.000000 Penalty: 5247.993652
	Iteration 6Q: 3 clusters Score -4711584 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -4712685.000000 Penalty: 5247.993652
	Iteration 7Q: 3 clusters Score -4712685 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -4714044.000000 Penalty: 5247.993652
	Iteration 8F: 3 clusters Score -4714044 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -4715590.500000 Penalty: 5247.993652
	Iteration 9F: 3 clusters Score -4715590 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -4717279.500000 Penalty: 5247.993652
	Iteration 10F: 3 clusters Score -4717280 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -4718733.500000 Penalty: 5247.993652
	Iteration 11Q: 3 clusters Score -4718734 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -4719988.500000 Penalty: 5247.993652
	Iteration 12Q: 3 clusters Score -4719988 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -4721016.000000 Penalty: 5247.993652
	Iteration 13Q: 3 clusters Score -4721016 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -4721756.000000 Penalty: 5247.993652
	Iteration 14Q: 3 clusters Score -4721756 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -4722296.000000 Penalty: 5247.993652
	Iteration 15Q: 3 clusters Score -4722296 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -4722653.000000 Penalty: 5247.993652
	Iteration 16Q: 3 clusters Score -4722653 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -4722898.500000 Penalty: 5247.993652
	Iteration 17Q: 3 clusters Score -4722898 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -4723044.000000 Penalty: 5247.993652
	Iteration 18Q: 3 clusters Score -4723044 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -4723125.500000 Penalty: 5247.993652
	Iteration 19Q: 3 clusters Score -4723126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -4723204.500000 Penalty: 5247.993652
	Iteration 20F: 3 clusters Score -4723204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -4723255.000000 Penalty: 5247.993652
	Iteration 21Q: 3 clusters Score -4723255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -4723286.000000 Penalty: 5247.993652
	Iteration 22Q: 3 clusters Score -4723286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -4723313.000000 Penalty: 5247.993652
	Iteration 23Q: 3 clusters Score -4723313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -4723343.000000 Penalty: 5247.993652
	Iteration 24Q: 3 clusters Score -4723343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -4723356.500000 Penalty: 5247.993652
	Iteration 25Q: 3 clusters Score -4723356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -4723366.000000 Penalty: 5247.993652
	Iteration 26Q: 3 clusters Score -4723366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -4723371.500000 Penalty: 5247.993652
	Iteration 27Q: 3 clusters Score -4723372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -4723382.000000 Penalty: 5247.993652
	Iteration 28Q: 3 clusters Score -4723382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -4723385.000000 Penalty: 5247.993652
	Iteration 29Q: 3 clusters Score -4723385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -4723388.500000 Penalty: 5247.993652
	Iteration 30Q: 3 clusters Score -4723388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -4723390.000000 Penalty: 5247.993652
	Iteration 31Q: 3 clusters Score -4723390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -4723398.000000 Penalty: 5247.993652
	Iteration 32Q: 3 clusters Score -4723398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -4723401.500000 Penalty: 5247.993652
	Iteration 33Q: 3 clusters Score -4723402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -4723409.000000 Penalty: 5247.993652
	Iteration 34Q: 3 clusters Score -4723409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -4723417.500000 Penalty: 5247.993652
	Iteration 35Q: 3 clusters Score -4723418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -4723418.500000 Penalty: 5247.993652
	Iteration 36Q: 3 clusters Score -4723418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -4723418.500000 Penalty: 5247.993652
	Iteration 37F: 3 clusters Score -4723418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Entering Unmasked Estep 
Score: -4723998.500000 Penalty: 2626.310791
	Iteration 0F: 2 clusters Score -4723998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -4696820.000000 Penalty: 5252.621582
	Iteration 0F: 3 clusters Score -4696820 nChanged 18214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -4706942.500000 Penalty: 5252.621582
	Iteration 1F: 3 clusters Score -4706942 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -4707568.500000 Penalty: 5252.621582
	Iteration 2Q: 3 clusters Score -4707568 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -4708167.500000 Penalty: 5252.621582
	Iteration 3Q: 3 clusters Score -4708168 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -4708787.000000 Penalty: 5252.621582
	Iteration 4Q: 3 clusters Score -4708787 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4709426.500000 Penalty: 5252.621582
	Iteration 5Q: 3 clusters Score -4709426 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4710249.000000 Penalty: 5252.621582
	Iteration 6Q: 3 clusters Score -4710249 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4711263.500000 Penalty: 5252.621582
	Iteration 7Q: 3 clusters Score -4711264 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -4712321.500000 Penalty: 5252.621582
	Iteration 8Q: 3 clusters Score -4712322 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -4713401.500000 Penalty: 5252.621582
	Iteration 9Q: 3 clusters Score -4713402 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -4714406.000000 Penalty: 5252.621582
	Iteration 10Q: 3 clusters Score -4714406 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -4715298.000000 Penalty: 5252.621582
	Iteration 11Q: 3 clusters Score -4715298 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -4716036.500000 Penalty: 5252.621582
	Iteration 12Q: 3 clusters Score -4716036 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -4716765.500000 Penalty: 5252.621582
	Iteration 13Q: 3 clusters Score -4716766 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -4717405.000000 Penalty: 5252.621582
	Iteration 14Q: 3 clusters Score -4717405 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -4717986.500000 Penalty: 5252.621582
	Iteration 15Q: 3 clusters Score -4717986 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -4718568.500000 Penalty: 5252.621582
	Iteration 16Q: 3 clusters Score -4718568 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -4719157.500000 Penalty: 5252.621582
	Iteration 17Q: 3 clusters Score -4719158 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4719657.500000 Penalty: 5252.621582
	Iteration 18Q: 3 clusters Score -4719658 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4720107.000000 Penalty: 5252.621582
	Iteration 19Q: 3 clusters Score -4720107 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4720516.000000 Penalty: 5252.621582
	Iteration 20F: 3 clusters Score -4720516 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4720823.000000 Penalty: 5252.621582
	Iteration 21Q: 3 clusters Score -4720823 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4721030.500000 Penalty: 5252.621582
	Iteration 22Q: 3 clusters Score -4721030 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4721204.500000 Penalty: 5252.621582
	Iteration 23Q: 3 clusters Score -4721204 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4721368.500000 Penalty: 5252.621582
	Iteration 24Q: 3 clusters Score -4721368 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4721475.000000 Penalty: 5252.621582
	Iteration 25Q: 3 clusters Score -4721475 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4721557.500000 Penalty: 5252.621582
	Iteration 26Q: 3 clusters Score -4721558 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4721600.500000 Penalty: 5252.621582
	Iteration 27Q: 3 clusters Score -4721600 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4721651.000000 Penalty: 5252.621582
	Iteration 28Q: 3 clusters Score -4721651 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4721675.500000 Penalty: 5252.621582
	Iteration 29Q: 3 clusters Score -4721676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4721712.000000 Penalty: 5252.621582
	Iteration 30Q: 3 clusters Score -4721712 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4721732.500000 Penalty: 5252.621582
	Iteration 31Q: 3 clusters Score -4721732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4721759.000000 Penalty: 5252.621582
	Iteration 32Q: 3 clusters Score -4721759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4721770.000000 Penalty: 5252.621582
	Iteration 33Q: 3 clusters Score -4721770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4721780.000000 Penalty: 5252.621582
	Iteration 34Q: 3 clusters Score -4721780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4721793.000000 Penalty: 5252.621582
	Iteration 35Q: 3 clusters Score -4721793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4721801.500000 Penalty: 5252.621582
	Iteration 36Q: 3 clusters Score -4721802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4721812.500000 Penalty: 5252.621582
	Iteration 37Q: 3 clusters Score -4721812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4721817.500000 Penalty: 5252.621582
	Iteration 38Q: 3 clusters Score -4721818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4721825.500000 Penalty: 5252.621582
	Iteration 39Q: 3 clusters Score -4721826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4721833.000000 Penalty: 5252.621582
	Iteration 40F: 3 clusters Score -4721833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4721842.000000 Penalty: 5252.621582
	Iteration 41Q: 3 clusters Score -4721842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4721844.000000 Penalty: 5252.621582
	Iteration 42Q: 3 clusters Score -4721844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4721847.500000 Penalty: 5252.621582
	Iteration 43Q: 3 clusters Score -4721848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4721848.000000 Penalty: 5252.621582
	Iteration 44Q: 3 clusters Score -4721848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4721852.500000 Penalty: 5252.621582
	Iteration 45Q: 3 clusters Score -4721852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4721849.000000 Penalty: 5252.621582
	Iteration 46Q: 3 clusters Score -4721849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4721849.000000 Penalty: 5252.621582
	Iteration 47F: 3 clusters Score -4721849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -683279.375000 Penalty: 2143.100098
	Iteration 0F: 2 clusters Score -683279.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -678307.125000 Penalty: 4286.200195
	Iteration 0F: 3 clusters Score -678307.1 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -679517.000000 Penalty: 4286.200195
	Iteration 1F: 3 clusters Score -679517 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -679735.812500 Penalty: 4286.200195
	Iteration 2F: 3 clusters Score -679735.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -679875.437500 Penalty: 4286.200195
	Iteration 3F: 3 clusters Score -679875.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -679993.000000 Penalty: 4286.200195
	Iteration 4Q: 3 clusters Score -679993 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -680084.437500 Penalty: 4286.200195
	Iteration 5Q: 3 clusters Score -680084.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -680171.750000 Penalty: 4286.200195
	Iteration 6Q: 3 clusters Score -680171.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -680259.062500 Penalty: 4286.200195
	Iteration 7Q: 3 clusters Score -680259.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -680373.062500 Penalty: 4286.200195
	Iteration 8Q: 3 clusters Score -680373.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -680483.375000 Penalty: 4286.200195
	Iteration 9Q: 3 clusters Score -680483.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -680590.937500 Penalty: 4286.200195
	Iteration 10Q: 3 clusters Score -680590.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -680714.562500 Penalty: 4286.200195
	Iteration 11Q: 3 clusters Score -680714.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -680850.875000 Penalty: 4286.200195
	Iteration 12Q: 3 clusters Score -680850.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -681004.312500 Penalty: 4286.200195
	Iteration 13Q: 3 clusters Score -681004.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -681122.750000 Penalty: 4286.200195
	Iteration 14Q: 3 clusters Score -681122.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -681195.937500 Penalty: 4286.200195
	Iteration 15Q: 3 clusters Score -681195.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -681271.375000 Penalty: 4286.200195
	Iteration 16Q: 3 clusters Score -681271.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -681325.937500 Penalty: 4286.200195
	Iteration 17Q: 3 clusters Score -681325.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -681380.062500 Penalty: 4286.200195
	Iteration 18Q: 3 clusters Score -681380.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -681418.625000 Penalty: 4286.200195
	Iteration 19Q: 3 clusters Score -681418.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -681458.437500 Penalty: 4286.200195
	Iteration 20F: 3 clusters Score -681458.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -681484.937500 Penalty: 4286.200195
	Iteration 21Q: 3 clusters Score -681484.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -681505.437500 Penalty: 4286.200195
	Iteration 22Q: 3 clusters Score -681505.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -681530.312500 Penalty: 4286.200195
	Iteration 23Q: 3 clusters Score -681530.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -681546.000000 Penalty: 4286.200195
	Iteration 24Q: 3 clusters Score -681546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -681561.937500 Penalty: 4286.200195
	Iteration 25Q: 3 clusters Score -681561.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -681576.500000 Penalty: 4286.200195
	Iteration 26Q: 3 clusters Score -681576.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -681590.812500 Penalty: 4286.200195
	Iteration 27Q: 3 clusters Score -681590.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -681601.125000 Penalty: 4286.200195
	Iteration 28Q: 3 clusters Score -681601.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -681605.062500 Penalty: 4286.200195
	Iteration 29Q: 3 clusters Score -681605.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -681608.750000 Penalty: 4286.200195
	Iteration 30Q: 3 clusters Score -681608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -681610.937500 Penalty: 4286.200195
	Iteration 31Q: 3 clusters Score -681610.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -681614.562500 Penalty: 4286.200195
	Iteration 32Q: 3 clusters Score -681614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -681615.750000 Penalty: 4286.200195
	Iteration 33Q: 3 clusters Score -681615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -681616.437500 Penalty: 4286.200195
	Iteration 34Q: 3 clusters Score -681616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -681615.125000 Penalty: 4286.200195
	Iteration 35Q: 3 clusters Score -681615.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -681619.937500 Penalty: 4286.200195
	Iteration 36Q: 3 clusters Score -681619.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -681621.312500 Penalty: 4286.200195
	Iteration 37Q: 3 clusters Score -681621.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -681625.375000 Penalty: 4286.200195
	Iteration 38Q: 3 clusters Score -681625.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -681634.125000 Penalty: 4286.200195
	Iteration 39Q: 3 clusters Score -681634.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -681639.187500 Penalty: 4286.200195
	Iteration 40F: 3 clusters Score -681639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -681641.500000 Penalty: 4286.200195
	Iteration 41Q: 3 clusters Score -681641.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -681644.125000 Penalty: 4286.200195
	Iteration 42Q: 3 clusters Score -681644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -681644.312500 Penalty: 4286.200195
	Iteration 43Q: 3 clusters Score -681644.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -681644.312500 Penalty: 4286.200195
	Iteration 44F: 3 clusters Score -681644.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Entering Unmasked Estep 
Score: -1027209.312500 Penalty: 2251.332031
	Iteration 0F: 2 clusters Score -1027209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1020301.562500 Penalty: 4502.664062
	Iteration 0F: 3 clusters Score -1020302 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1022232.812500 Penalty: 4502.664062
	Iteration 1F: 3 clusters Score -1022233 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1022480.312500 Penalty: 4502.664062
	Iteration 2F: 3 clusters Score -1022480 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1022662.312500 Penalty: 4502.664062
	Iteration 3Q: 3 clusters Score -1022662 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1022783.375000 Penalty: 4502.664062
	Iteration 4Q: 3 clusters Score -1022783 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1022868.250000 Penalty: 4502.664062
	Iteration 5Q: 3 clusters Score -1022868 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1022945.500000 Penalty: 4502.664062
	Iteration 6Q: 3 clusters Score -1022946 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1023013.750000 Penalty: 4502.664062
	Iteration 7Q: 3 clusters Score -1023014 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1023079.437500 Penalty: 4502.664062
	Iteration 8Q: 3 clusters Score -1023079 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1023142.187500 Penalty: 4502.664062
	Iteration 9Q: 3 clusters Score -1023142 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1023202.187500 Penalty: 4502.664062
	Iteration 10Q: 3 clusters Score -1023202 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1023254.937500 Penalty: 4502.664062
	Iteration 11Q: 3 clusters Score -1023255 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1023322.187500 Penalty: 4502.664062
	Iteration 12Q: 3 clusters Score -1023322 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1023412.562500 Penalty: 4502.664062
	Iteration 13Q: 3 clusters Score -1023413 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1023520.625000 Penalty: 4502.664062
	Iteration 14Q: 3 clusters Score -1023521 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1023649.625000 Penalty: 4502.664062
	Iteration 15Q: 3 clusters Score -1023650 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1023812.937500 Penalty: 4502.664062
	Iteration 16Q: 3 clusters Score -1023813 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1024013.687500 Penalty: 4502.664062
	Iteration 17Q: 3 clusters Score -1024014 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1024233.625000 Penalty: 4502.664062
	Iteration 18Q: 3 clusters Score -1024234 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1024460.812500 Penalty: 4502.664062
	Iteration 19Q: 3 clusters Score -1024461 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1024653.687500 Penalty: 4502.664062
	Iteration 20F: 3 clusters Score -1024654 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1024833.750000 Penalty: 4502.664062
	Iteration 21Q: 3 clusters Score -1024834 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1024972.812500 Penalty: 4502.664062
	Iteration 22Q: 3 clusters Score -1024973 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1025083.562500 Penalty: 4502.664062
	Iteration 23Q: 3 clusters Score -1025084 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1025156.875000 Penalty: 4502.664062
	Iteration 24Q: 3 clusters Score -1025157 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1025202.687500 Penalty: 4502.664062
	Iteration 25Q: 3 clusters Score -1025203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1025230.937500 Penalty: 4502.664062
	Iteration 26Q: 3 clusters Score -1025231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1025258.187500 Penalty: 4502.664062
	Iteration 27Q: 3 clusters Score -1025258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1025276.937500 Penalty: 4502.664062
	Iteration 28Q: 3 clusters Score -1025277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1025286.687500 Penalty: 4502.664062
	Iteration 29Q: 3 clusters Score -1025287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1025297.937500 Penalty: 4502.664062
	Iteration 30Q: 3 clusters Score -1025298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1025306.125000 Penalty: 4502.664062
	Iteration 31Q: 3 clusters Score -1025306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1025308.250000 Penalty: 4502.664062
	Iteration 32Q: 3 clusters Score -1025308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1025319.750000 Penalty: 4502.664062
	Iteration 33Q: 3 clusters Score -1025320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1025324.937500 Penalty: 4502.664062
	Iteration 34Q: 3 clusters Score -1025325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1025333.625000 Penalty: 4502.664062
	Iteration 35Q: 3 clusters Score -1025334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1025338.875000 Penalty: 4502.664062
	Iteration 36Q: 3 clusters Score -1025339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1025345.500000 Penalty: 4502.664062
	Iteration 37Q: 3 clusters Score -1025346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1025348.125000 Penalty: 4502.664062
	Iteration 38Q: 3 clusters Score -1025348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1025353.875000 Penalty: 4502.664062
	Iteration 39Q: 3 clusters Score -1025354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1025359.687500 Penalty: 4502.664062
	Iteration 40F: 3 clusters Score -1025360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1025363.500000 Penalty: 4502.664062
	Iteration 41Q: 3 clusters Score -1025364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1025364.875000 Penalty: 4502.664062
	Iteration 42Q: 3 clusters Score -1025365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1025365.687500 Penalty: 4502.664062
	Iteration 43Q: 3 clusters Score -1025366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1025365.750000 Penalty: 4502.664062
	Iteration 44Q: 3 clusters Score -1025366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1025366.937500 Penalty: 4502.664062
	Iteration 45Q: 3 clusters Score -1025367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1025366.500000 Penalty: 4502.664062
	Iteration 46Q: 3 clusters Score -1025366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1025367.125000 Penalty: 4502.664062
	Iteration 47Q: 3 clusters Score -1025367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1025367.125000 Penalty: 4502.664062
	Iteration 48F: 3 clusters Score -1025367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Entering Unmasked Estep 
Score: -2413301.500000 Penalty: 2461.874023
	Iteration 0F: 2 clusters Score -2413302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2398947.500000 Penalty: 4923.748047
	Iteration 0F: 3 clusters Score -2398948 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2403721.250000 Penalty: 4923.748047
	Iteration 1F: 3 clusters Score -2403721 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2404134.000000 Penalty: 4923.748047
	Iteration 2F: 3 clusters Score -2404134 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2404448.750000 Penalty: 4923.748047
	Iteration 3Q: 3 clusters Score -2404449 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2404700.250000 Penalty: 4923.748047
	Iteration 4Q: 3 clusters Score -2404700 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2404928.500000 Penalty: 4923.748047
	Iteration 5Q: 3 clusters Score -2404928 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2405159.250000 Penalty: 4923.748047
	Iteration 6Q: 3 clusters Score -2405159 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2405374.500000 Penalty: 4923.748047
	Iteration 7Q: 3 clusters Score -2405374 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2405625.500000 Penalty: 4923.748047
	Iteration 8Q: 3 clusters Score -2405626 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2405910.500000 Penalty: 4923.748047
	Iteration 9Q: 3 clusters Score -2405910 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2406301.750000 Penalty: 4923.748047
	Iteration 10Q: 3 clusters Score -2406302 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2406797.250000 Penalty: 4923.748047
	Iteration 11Q: 3 clusters Score -2406797 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2407413.750000 Penalty: 4923.748047
	Iteration 12Q: 3 clusters Score -2407414 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2408077.750000 Penalty: 4923.748047
	Iteration 13Q: 3 clusters Score -2408078 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2408758.750000 Penalty: 4923.748047
	Iteration 14Q: 3 clusters Score -2408759 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2409368.500000 Penalty: 4923.748047
	Iteration 15Q: 3 clusters Score -2409368 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2409842.250000 Penalty: 4923.748047
	Iteration 16Q: 3 clusters Score -2409842 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2410175.500000 Penalty: 4923.748047
	Iteration 17Q: 3 clusters Score -2410176 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2410464.750000 Penalty: 4923.748047
	Iteration 18Q: 3 clusters Score -2410465 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2410648.500000 Penalty: 4923.748047
	Iteration 19Q: 3 clusters Score -2410648 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2410779.750000 Penalty: 4923.748047
	Iteration 20F: 3 clusters Score -2410780 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2410884.750000 Penalty: 4923.748047
	Iteration 21Q: 3 clusters Score -2410885 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2410956.750000 Penalty: 4923.748047
	Iteration 22Q: 3 clusters Score -2410957 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2411005.500000 Penalty: 4923.748047
	Iteration 23Q: 3 clusters Score -2411006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2411050.500000 Penalty: 4923.748047
	Iteration 24Q: 3 clusters Score -2411050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2411077.750000 Penalty: 4923.748047
	Iteration 25Q: 3 clusters Score -2411078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2411107.250000 Penalty: 4923.748047
	Iteration 26Q: 3 clusters Score -2411107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2411130.500000 Penalty: 4923.748047
	Iteration 27Q: 3 clusters Score -2411130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2411142.250000 Penalty: 4923.748047
	Iteration 28Q: 3 clusters Score -2411142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2411153.250000 Penalty: 4923.748047
	Iteration 29Q: 3 clusters Score -2411153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2411160.000000 Penalty: 4923.748047
	Iteration 30Q: 3 clusters Score -2411160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2411167.000000 Penalty: 4923.748047
	Iteration 31Q: 3 clusters Score -2411167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2411175.000000 Penalty: 4923.748047
	Iteration 32Q: 3 clusters Score -2411175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2411177.250000 Penalty: 4923.748047
	Iteration 33Q: 3 clusters Score -2411177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2411177.750000 Penalty: 4923.748047
	Iteration 34Q: 3 clusters Score -2411178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2411181.250000 Penalty: 4923.748047
	Iteration 35Q: 3 clusters Score -2411181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2411179.500000 Penalty: 4923.748047
	Iteration 36Q: 3 clusters Score -2411180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2411183.750000 Penalty: 4923.748047
	Iteration 37Q: 3 clusters Score -2411184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2411185.250000 Penalty: 4923.748047
	Iteration 38Q: 3 clusters Score -2411185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2411184.750000 Penalty: 4923.748047
	Iteration 39Q: 3 clusters Score -2411185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2411184.750000 Penalty: 4923.748047
	Iteration 40F: 3 clusters Score -2411185 nChanged 0
--- Evaluating fit on full set of 4037800 points ---
Entering Unmasked Estep 
Score: -478018464.000000 Penalty: 116943.781250
23->32 Clusters: Score -478018464.000000, best is -478680160.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1345933 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 58613 members 
Mstep: Class 3 contains 58810 members 
Mstep: Class 4 contains 58567 members 
Mstep: Class 5 contains 58345 members 
Mstep: Class 6 contains 58429 members 
Mstep: Class 7 contains 58532 members 
Mstep: Class 8 contains 58178 members 
Mstep: Class 9 contains 58479 members 
Mstep: Class 10 contains 58708 members 
Mstep: Class 11 contains 58529 members 
Mstep: Class 12 contains 58567 members 
Mstep: Class 13 contains 58460 members 
Mstep: Class 14 contains 58560 members 
Mstep: Class 15 contains 58720 members 
Mstep: Class 16 contains 58360 members 
Mstep: Class 17 contains 58510 members 
Mstep: Class 18 contains 58906 members 
Mstep: Class 19 contains 58356 members 
Mstep: Class 20 contains 58623 members 
Mstep: Class 21 contains 58249 members 
Mstep: Class 22 contains 58481 members 
Mstep: Class 23 contains 58494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 765.730469 but Gain 3499.921875
Score: -149881008.000000 Penalty: 76998.335938
Iteration 0F: 23 clusters Score -1.49881e+08 nChanged 1281178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1470 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 3 contains 43924 members 
Mstep: Class 4 contains 48629 members 
Mstep: Class 5 contains 36189 members 
Mstep: Class 6 contains 17351 members 
Mstep: Class 7 contains 27842 members 
Mstep: Class 8 contains 42381 members 
Mstep: Class 9 contains 51919 members 
Mstep: Class 10 contains 49352 members 
Mstep: Class 11 contains 94012 members 
Mstep: Class 12 contains 72446 members 
Mstep: Class 13 contains 37484 members 
Mstep: Class 14 contains 28056 members 
Mstep: Class 15 contains 123907 members 
Mstep: Class 16 contains 48523 members 
Mstep: Class 17 contains 109745 members 
Mstep: Class 18 contains 35639 members 
Mstep: Class 19 contains 27664 members 
Mstep: Class 20 contains 171069 members 
Mstep: Class 21 contains 42689 members 
Mstep: Class 22 contains 103807 members 
Mstep: Class 23 contains 63708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153692672.000000 Penalty: 76998.335938
Iteration 1F: 23 clusters Score -1.536927e+08 nChanged 495681
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 3 contains 33804 members 
Mstep: Class 4 contains 68086 members 
Mstep: Class 5 contains 31113 members 
Mstep: Class 6 contains 12963 members 
Mstep: Class 7 contains 21256 members 
Mstep: Class 8 contains 29357 members 
Mstep: Class 9 contains 37280 members 
Mstep: Class 10 contains 41959 members 
Mstep: Class 11 contains 84057 members 
Mstep: Class 12 contains 77351 members 
Mstep: Class 13 contains 27412 members 
Mstep: Class 14 contains 19309 members 
Mstep: Class 15 contains 167341 members 
Mstep: Class 16 contains 42074 members 
Mstep: Class 17 contains 109930 members 
Mstep: Class 18 contains 29132 members 
Mstep: Class 19 contains 13938 members 
Mstep: Class 20 contains 233562 members 
Mstep: Class 21 contains 29975 members 
Mstep: Class 22 contains 110215 members 
Mstep: Class 23 contains 62590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154496576.000000 Penalty: 76998.335938
Iteration 2F: 23 clusters Score -1.544966e+08 nChanged 363875
Entering Unmasked Mstep 
Mstep: Class 0 contains 595 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 3 contains 24041 members 
Mstep: Class 4 contains 86878 members 
Mstep: Class 5 contains 24908 members 
Mstep: Class 6 contains 13259 members 
Mstep: Class 7 contains 16499 members 
Mstep: Class 8 contains 24401 members 
Mstep: Class 9 contains 26454 members 
Mstep: Class 10 contains 36260 members 
Mstep: Class 11 contains 74209 members 
Mstep: Class 12 contains 75375 members 
Mstep: Class 13 contains 21115 members 
Mstep: Class 14 contains 16157 members 
Mstep: Class 15 contains 209021 members 
Mstep: Class 16 contains 40152 members 
Mstep: Class 17 contains 130995 members 
Mstep: Class 18 contains 23697 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 259812 members 
Mstep: Class 21 contains 19339 members 
Mstep: Class 22 contains 96867 members 
Mstep: Class 23 contains 59955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154961184.000000 Penalty: 76998.335938
Iteration 3F: 23 clusters Score -1.549612e+08 nChanged 266292
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 3 contains 17649 members 
Mstep: Class 4 contains 99029 members 
Mstep: Class 5 contains 19420 members 
Mstep: Class 6 contains 13880 members 
Mstep: Class 7 contains 13991 members 
Mstep: Class 8 contains 23424 members 
Mstep: Class 9 contains 19100 members 
Mstep: Class 10 contains 31772 members 
Mstep: Class 11 contains 67258 members 
Mstep: Class 12 contains 67587 members 
Mstep: Class 13 contains 17617 members 
Mstep: Class 14 contains 15455 members 
Mstep: Class 15 contains 241228 members 
Mstep: Class 16 contains 39111 members 
Mstep: Class 17 contains 165383 members 
Mstep: Class 18 contains 18653 members 
Mstep: Class 19 contains 5293 members 
Mstep: Class 20 contains 256543 members 
Mstep: Class 21 contains 11040 members 
Mstep: Class 22 contains 81395 members 
Mstep: Class 23 contains 61413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155259376.000000 Penalty: 76998.335938
Iteration 4F: 23 clusters Score -1.552594e+08 nChanged 205640
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 3 contains 13858 members 
Mstep: Class 4 contains 104705 members 
Mstep: Class 5 contains 15331 members 
Mstep: Class 6 contains 13871 members 
Mstep: Class 7 contains 13385 members 
Mstep: Class 8 contains 23214 members 
Mstep: Class 9 contains 13539 members 
Mstep: Class 10 contains 28169 members 
Mstep: Class 11 contains 62531 members 
Mstep: Class 12 contains 58321 members 
Mstep: Class 13 contains 17619 members 
Mstep: Class 14 contains 15907 members 
Mstep: Class 15 contains 250291 members 
Mstep: Class 16 contains 43287 members 
Mstep: Class 17 contains 208929 members 
Mstep: Class 18 contains 14267 members 
Mstep: Class 19 contains 5586 members 
Mstep: Class 20 contains 247682 members 
Mstep: Class 21 contains 7785 members 
Mstep: Class 22 contains 66976 members 
Mstep: Class 23 contains 65874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155412128.000000 Penalty: 76998.335938
Iteration 5F: 23 clusters Score -1.554121e+08 nChanged 163516
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 3 contains 11853 members 
Mstep: Class 4 contains 104923 members 
Mstep: Class 5 contains 13232 members 
Mstep: Class 6 contains 13565 members 
Mstep: Class 7 contains 13752 members 
Mstep: Class 8 contains 22924 members 
Mstep: Class 9 contains 9447 members 
Mstep: Class 10 contains 25522 members 
Mstep: Class 11 contains 59526 members 
Mstep: Class 12 contains 49535 members 
Mstep: Class 13 contains 17646 members 
Mstep: Class 14 contains 17759 members 
Mstep: Class 15 contains 244676 members 
Mstep: Class 16 contains 46109 members 
Mstep: Class 17 contains 254418 members 
Mstep: Class 18 contains 10965 members 
Mstep: Class 19 contains 5627 members 
Mstep: Class 20 contains 237711 members 
Mstep: Class 21 contains 6230 members 
Mstep: Class 22 contains 54523 members 
Mstep: Class 23 contains 74162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155521792.000000 Penalty: 76998.335938
Iteration 6F: 23 clusters Score -1.555218e+08 nChanged 135077
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 3 contains 11069 members 
Mstep: Class 4 contains 103581 members 
Mstep: Class 5 contains 12395 members 
Mstep: Class 6 contains 13009 members 
Mstep: Class 7 contains 14615 members 
Mstep: Class 8 contains 22550 members 
Mstep: Class 9 contains 6696 members 
Mstep: Class 10 contains 24170 members 
Mstep: Class 11 contains 58664 members 
Mstep: Class 12 contains 42452 members 
Mstep: Class 13 contains 17238 members 
Mstep: Class 14 contains 21221 members 
Mstep: Class 15 contains 235138 members 
Mstep: Class 16 contains 48581 members 
Mstep: Class 17 contains 290374 members 
Mstep: Class 18 contains 8664 members 
Mstep: Class 19 contains 5658 members 
Mstep: Class 20 contains 226234 members 
Mstep: Class 21 contains 5017 members 
Mstep: Class 22 contains 44551 members 
Mstep: Class 23 contains 84447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155601616.000000 Penalty: 76998.335938
Iteration 7F: 23 clusters Score -1.556016e+08 nChanged 110860
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 3 contains 11236 members 
Mstep: Class 4 contains 102187 members 
Mstep: Class 5 contains 12522 members 
Mstep: Class 6 contains 12401 members 
Mstep: Class 7 contains 15652 members 
Mstep: Class 8 contains 22624 members 
Mstep: Class 9 contains 4891 members 
Mstep: Class 10 contains 24189 members 
Mstep: Class 11 contains 59476 members 
Mstep: Class 12 contains 37257 members 
Mstep: Class 13 contains 16367 members 
Mstep: Class 14 contains 25518 members 
Mstep: Class 15 contains 225795 members 
Mstep: Class 16 contains 50688 members 
Mstep: Class 17 contains 314194 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 5670 members 
Mstep: Class 20 contains 213966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 37328 members 
Mstep: Class 23 contains 94396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155647616.000000 Penalty: 76998.335938
Iteration 8F: 23 clusters Score -1.556476e+08 nChanged 95446
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 3 contains 12012 members 
Mstep: Class 4 contains 101441 members 
Mstep: Class 5 contains 13500 members 
Mstep: Class 6 contains 11794 members 
Mstep: Class 7 contains 16922 members 
Mstep: Class 8 contains 23014 members 
Mstep: Class 9 contains 3747 members 
Mstep: Class 10 contains 25378 members 
Mstep: Class 11 contains 61584 members 
Mstep: Class 12 contains 33801 members 
Mstep: Class 13 contains 15388 members 
Mstep: Class 14 contains 29630 members 
Mstep: Class 15 contains 218246 members 
Mstep: Class 16 contains 52548 members 
Mstep: Class 17 contains 325839 members 
Mstep: Class 18 contains 6017 members 
Mstep: Class 19 contains 5682 members 
Mstep: Class 20 contains 202896 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 32057 members 
Mstep: Class 23 contains 103344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155683296.000000 Penalty: 76998.335938
Iteration 9F: 23 clusters Score -1.556833e+08 nChanged 76916
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 3 contains 13031 members 
Mstep: Class 4 contains 101103 members 
Mstep: Class 5 contains 15037 members 
Mstep: Class 6 contains 11310 members 
Mstep: Class 7 contains 18358 members 
Mstep: Class 8 contains 23350 members 
Mstep: Class 9 contains 3100 members 
Mstep: Class 10 contains 27381 members 
Mstep: Class 11 contains 64475 members 
Mstep: Class 12 contains 31682 members 
Mstep: Class 13 contains 14542 members 
Mstep: Class 14 contains 32866 members 
Mstep: Class 15 contains 213574 members 
Mstep: Class 16 contains 54598 members 
Mstep: Class 17 contains 324259 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 5684 members 
Mstep: Class 20 contains 196357 members 
Mstep: Class 21 contains 4080 members 
Mstep: Class 22 contains 28048 members 
Mstep: Class 23 contains 111425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155720592.000000 Penalty: 76998.335938
Iteration 10F: 23 clusters Score -1.557206e+08 nChanged 60625
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 100792 members 
Mstep: Class 5 contains 16723 members 
Mstep: Class 6 contains 10991 members 
Mstep: Class 7 contains 19872 members 
Mstep: Class 8 contains 23508 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 29958 members 
Mstep: Class 11 contains 67050 members 
Mstep: Class 12 contains 30497 members 
Mstep: Class 13 contains 14056 members 
Mstep: Class 14 contains 35146 members 
Mstep: Class 15 contains 210009 members 
Mstep: Class 16 contains 56544 members 
Mstep: Class 17 contains 317157 members 
Mstep: Class 18 contains 5149 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 192312 members 
Mstep: Class 21 contains 4229 members 
Mstep: Class 22 contains 24922 members 
Mstep: Class 23 contains 118886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155755840.000000 Penalty: 76998.335938
Iteration 11Q: 23 clusters Score -1.557558e+08 nChanged 50745
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 100488 members 
Mstep: Class 5 contains 18326 members 
Mstep: Class 6 contains 10720 members 
Mstep: Class 7 contains 21209 members 
Mstep: Class 8 contains 23682 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 33001 members 
Mstep: Class 11 contains 68985 members 
Mstep: Class 12 contains 29896 members 
Mstep: Class 13 contains 13945 members 
Mstep: Class 14 contains 36706 members 
Mstep: Class 15 contains 207049 members 
Mstep: Class 16 contains 58328 members 
Mstep: Class 17 contains 308579 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 5691 members 
Mstep: Class 20 contains 189040 members 
Mstep: Class 21 contains 4516 members 
Mstep: Class 22 contains 22420 members 
Mstep: Class 23 contains 125932 members 
Entering Unmasked Estep 
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Score: -155784656.000000 Penalty: 76998.335938
Iteration 12Q: 23 clusters Score -1.557847e+08 nChanged 44658
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 3 contains 15162 members 
Mstep: Class 4 contains 100029 members 
Mstep: Class 5 contains 19835 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 22390 members 
Mstep: Class 8 contains 23832 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 36367 members 
Mstep: Class 11 contains 70311 members 
Mstep: Class 12 contains 29781 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 37654 members 
Mstep: Class 15 contains 204572 members 
Mstep: Class 16 contains 60010 members 
Mstep: Class 17 contains 300077 members 
Mstep: Class 18 contains 5173 members 
Mstep: Class 19 contains 5687 members 
Mstep: Class 20 contains 185834 members 
Mstep: Class 21 contains 4886 members 
Mstep: Class 22 contains 20286 members 
Mstep: Class 23 contains 132562 members 
Entering Unmasked Estep 
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Iteration 13Q: 23 clusters Score -1.558088e+08 nChanged 40800
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 3 contains 15438 members 
Mstep: Class 4 contains 99582 members 
Mstep: Class 5 contains 21330 members 
Mstep: Class 6 contains 10440 members 
Mstep: Class 7 contains 23352 members 
Mstep: Class 8 contains 23932 members 
Mstep: Class 9 contains 3121 members 
Mstep: Class 10 contains 40094 members 
Mstep: Class 11 contains 71285 members 
Mstep: Class 12 contains 30044 members 
Mstep: Class 13 contains 14466 members 
Mstep: Class 14 contains 38279 members 
Mstep: Class 15 contains 202494 members 
Mstep: Class 16 contains 61547 members 
Mstep: Class 17 contains 291089 members 
Mstep: Class 18 contains 5325 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 182700 members 
Mstep: Class 21 contains 5303 members 
Mstep: Class 22 contains 18548 members 
Mstep: Class 23 contains 139020 members 
Entering Unmasked Estep 
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Iteration 14Q: 23 clusters Score -1.558294e+08 nChanged 37910
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 3 contains 15598 members 
Mstep: Class 4 contains 99204 members 
Mstep: Class 5 contains 22705 members 
Mstep: Class 6 contains 10348 members 
Mstep: Class 7 contains 24078 members 
Mstep: Class 8 contains 24024 members 
Mstep: Class 9 contains 3439 members 
Mstep: Class 10 contains 44025 members 
Mstep: Class 11 contains 72026 members 
Mstep: Class 12 contains 30378 members 
Mstep: Class 13 contains 15013 members 
Mstep: Class 14 contains 38653 members 
Mstep: Class 15 contains 200752 members 
Mstep: Class 16 contains 62953 members 
Mstep: Class 17 contains 282115 members 
Mstep: Class 18 contains 5469 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 179923 members 
Mstep: Class 21 contains 5665 members 
Mstep: Class 22 contains 17213 members 
Mstep: Class 23 contains 145106 members 
Entering Unmasked Estep 
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Iteration 15Q: 23 clusters Score -1.558432e+08 nChanged 36881
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 3 contains 15656 members 
Mstep: Class 4 contains 98920 members 
Mstep: Class 5 contains 24050 members 
Mstep: Class 6 contains 10314 members 
Mstep: Class 7 contains 24702 members 
Mstep: Class 8 contains 24080 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 10 contains 48208 members 
Mstep: Class 11 contains 72585 members 
Mstep: Class 12 contains 30934 members 
Mstep: Class 13 contains 15579 members 
Mstep: Class 14 contains 38781 members 
Mstep: Class 15 contains 199242 members 
Mstep: Class 16 contains 64284 members 
Mstep: Class 17 contains 272102 members 
Mstep: Class 18 contains 5598 members 
Mstep: Class 19 contains 5694 members 
Mstep: Class 20 contains 177598 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 16161 members 
Mstep: Class 23 contains 151476 members 
Entering Unmasked Estep 
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Iteration 16Q: 23 clusters Score -1.55856e+08 nChanged 33597
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 3 contains 15653 members 
Mstep: Class 4 contains 98696 members 
Mstep: Class 5 contains 25415 members 
Mstep: Class 6 contains 10278 members 
Mstep: Class 7 contains 25138 members 
Mstep: Class 8 contains 24130 members 
Mstep: Class 9 contains 4042 members 
Mstep: Class 10 contains 52669 members 
Mstep: Class 11 contains 72999 members 
Mstep: Class 12 contains 31530 members 
Mstep: Class 13 contains 16151 members 
Mstep: Class 14 contains 39004 members 
Mstep: Class 15 contains 197941 members 
Mstep: Class 16 contains 65539 members 
Mstep: Class 17 contains 261126 members 
Mstep: Class 18 contains 5733 members 
Mstep: Class 19 contains 5698 members 
Mstep: Class 20 contains 175571 members 
Mstep: Class 21 contains 6227 members 
Mstep: Class 22 contains 15313 members 
Mstep: Class 23 contains 158263 members 
Entering Unmasked Estep 
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Iteration 17Q: 23 clusters Score -1.558669e+08 nChanged 31868
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 3 contains 15528 members 
Mstep: Class 4 contains 98586 members 
Mstep: Class 5 contains 26846 members 
Mstep: Class 6 contains 10284 members 
Mstep: Class 7 contains 25499 members 
Mstep: Class 8 contains 24152 members 
Mstep: Class 9 contains 4354 members 
Mstep: Class 10 contains 57189 members 
Mstep: Class 11 contains 73256 members 
Mstep: Class 12 contains 32198 members 
Mstep: Class 13 contains 16765 members 
Mstep: Class 14 contains 39268 members 
Mstep: Class 15 contains 196749 members 
Mstep: Class 16 contains 66671 members 
Mstep: Class 17 contains 250121 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 5701 members 
Mstep: Class 20 contains 173307 members 
Mstep: Class 21 contains 6449 members 
Mstep: Class 22 contains 14552 members 
Mstep: Class 23 contains 165303 members 
Entering Unmasked Estep 
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Iteration 18Q: 23 clusters Score -1.558776e+08 nChanged 30689
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 3 contains 15379 members 
Mstep: Class 4 contains 98538 members 
Mstep: Class 5 contains 28353 members 
Mstep: Class 6 contains 10299 members 
Mstep: Class 7 contains 25774 members 
Mstep: Class 8 contains 24128 members 
Mstep: Class 9 contains 4650 members 
Mstep: Class 10 contains 61534 members 
Mstep: Class 11 contains 73302 members 
Mstep: Class 12 contains 32842 members 
Mstep: Class 13 contains 17346 members 
Mstep: Class 14 contains 39452 members 
Mstep: Class 15 contains 195684 members 
Mstep: Class 16 contains 67720 members 
Mstep: Class 17 contains 239595 members 
Mstep: Class 18 contains 5916 members 
Mstep: Class 19 contains 5698 members 
Mstep: Class 20 contains 171202 members 
Mstep: Class 21 contains 6633 members 
Mstep: Class 22 contains 13890 members 
Mstep: Class 23 contains 172254 members 
Entering Unmasked Estep 
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Score: -155886768.000000 Penalty: 76998.335938
Iteration 19Q: 23 clusters Score -1.558868e+08 nChanged 29413
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 3 contains 15239 members 
Mstep: Class 4 contains 98475 members 
Mstep: Class 5 contains 29947 members 
Mstep: Class 6 contains 10332 members 
Mstep: Class 7 contains 25904 members 
Mstep: Class 8 contains 24114 members 
Mstep: Class 9 contains 4967 members 
Mstep: Class 10 contains 65559 members 
Mstep: Class 11 contains 73180 members 
Mstep: Class 12 contains 33523 members 
Mstep: Class 13 contains 17920 members 
Mstep: Class 14 contains 39633 members 
Mstep: Class 15 contains 194720 members 
Mstep: Class 16 contains 68735 members 
Mstep: Class 17 contains 229527 members 
Mstep: Class 18 contains 6004 members 
Mstep: Class 19 contains 5700 members 
Mstep: Class 20 contains 169613 members 
Mstep: Class 21 contains 6759 members 
Mstep: Class 22 contains 13270 members 
Mstep: Class 23 contains 178700 members 
Entering Unmasked Estep 
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Score: -155896800.000000 Penalty: 76998.335938
Iteration 20F: 23 clusters Score -1.558968e+08 nChanged 29633
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 3 contains 15066 members 
Mstep: Class 4 contains 98252 members 
Mstep: Class 5 contains 31663 members 
Mstep: Class 6 contains 10363 members 
Mstep: Class 7 contains 26026 members 
Mstep: Class 8 contains 24065 members 
Mstep: Class 9 contains 5600 members 
Mstep: Class 10 contains 69682 members 
Mstep: Class 11 contains 72860 members 
Mstep: Class 12 contains 34179 members 
Mstep: Class 13 contains 18405 members 
Mstep: Class 14 contains 39721 members 
Mstep: Class 15 contains 193810 members 
Mstep: Class 16 contains 69610 members 
Mstep: Class 17 contains 219917 members 
Mstep: Class 18 contains 6101 members 
Mstep: Class 19 contains 5673 members 
Mstep: Class 20 contains 168080 members 
Mstep: Class 21 contains 7233 members 
Mstep: Class 22 contains 12643 members 
Mstep: Class 23 contains 184491 members 
Entering Unmasked Estep 
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Iteration 21Q: 23 clusters Score -1.55906e+08 nChanged 28794
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 3 contains 14901 members 
Mstep: Class 4 contains 97989 members 
Mstep: Class 5 contains 33480 members 
Mstep: Class 6 contains 10415 members 
Mstep: Class 7 contains 26103 members 
Mstep: Class 8 contains 24009 members 
Mstep: Class 9 contains 6129 members 
Mstep: Class 10 contains 73463 members 
Mstep: Class 11 contains 72368 members 
Mstep: Class 12 contains 34832 members 
Mstep: Class 13 contains 18828 members 
Mstep: Class 14 contains 39793 members 
Mstep: Class 15 contains 193052 members 
Mstep: Class 16 contains 70472 members 
Mstep: Class 17 contains 211293 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 5664 members 
Mstep: Class 20 contains 167047 members 
Mstep: Class 21 contains 7578 members 
Mstep: Class 22 contains 12081 members 
Mstep: Class 23 contains 189314 members 
Entering Unmasked Estep 
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Iteration 22Q: 23 clusters Score -1.559157e+08 nChanged 27425
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 3 contains 14736 members 
Mstep: Class 4 contains 97799 members 
Mstep: Class 5 contains 35316 members 
Mstep: Class 6 contains 10453 members 
Mstep: Class 7 contains 26131 members 
Mstep: Class 8 contains 23936 members 
Mstep: Class 9 contains 6746 members 
Mstep: Class 10 contains 76847 members 
Mstep: Class 11 contains 71774 members 
Mstep: Class 12 contains 35378 members 
Mstep: Class 13 contains 19229 members 
Mstep: Class 14 contains 39783 members 
Mstep: Class 15 contains 192413 members 
Mstep: Class 16 contains 71227 members 
Mstep: Class 17 contains 203970 members 
Mstep: Class 18 contains 6283 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 166539 members 
Mstep: Class 21 contains 7911 members 
Mstep: Class 22 contains 11580 members 
Mstep: Class 23 contains 192848 members 
Entering Unmasked Estep 
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Score: -155924816.000000 Penalty: 76998.335938
Iteration 23Q: 23 clusters Score -1.559248e+08 nChanged 25707
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 3 contains 14589 members 
Mstep: Class 4 contains 97661 members 
Mstep: Class 5 contains 37052 members 
Mstep: Class 6 contains 10494 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 23878 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 10 contains 79774 members 
Mstep: Class 11 contains 71017 members 
Mstep: Class 12 contains 35779 members 
Mstep: Class 13 contains 19587 members 
Mstep: Class 14 contains 39702 members 
Mstep: Class 15 contains 191883 members 
Mstep: Class 16 contains 71820 members 
Mstep: Class 17 contains 198126 members 
Mstep: Class 18 contains 6341 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 166566 members 
Mstep: Class 21 contains 8160 members 
Mstep: Class 22 contains 11080 members 
Mstep: Class 23 contains 195204 members 
Entering Unmasked Estep 
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Score: -155931520.000000 Penalty: 76998.335938
Iteration 24Q: 23 clusters Score -1.559315e+08 nChanged 23840
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 3 contains 14467 members 
Mstep: Class 4 contains 97588 members 
Mstep: Class 5 contains 38589 members 
Mstep: Class 6 contains 10516 members 
Mstep: Class 7 contains 26117 members 
Mstep: Class 8 contains 23817 members 
Mstep: Class 9 contains 8016 members 
Mstep: Class 10 contains 82254 members 
Mstep: Class 11 contains 70014 members 
Mstep: Class 12 contains 36131 members 
Mstep: Class 13 contains 19938 members 
Mstep: Class 14 contains 39530 members 
Mstep: Class 15 contains 191426 members 
Mstep: Class 16 contains 72246 members 
Mstep: Class 17 contains 194009 members 
Mstep: Class 18 contains 6397 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 167265 members 
Mstep: Class 21 contains 8360 members 
Mstep: Class 22 contains 10550 members 
Mstep: Class 23 contains 196275 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -1.559376e+08 nChanged 21999
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 3 contains 14387 members 
Mstep: Class 4 contains 97523 members 
Mstep: Class 5 contains 39982 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 26050 members 
Mstep: Class 8 contains 23720 members 
Mstep: Class 9 contains 8734 members 
Mstep: Class 10 contains 84455 members 
Mstep: Class 11 contains 68940 members 
Mstep: Class 12 contains 36490 members 
Mstep: Class 13 contains 20283 members 
Mstep: Class 14 contains 39372 members 
Mstep: Class 15 contains 190963 members 
Mstep: Class 16 contains 72421 members 
Mstep: Class 17 contains 191067 members 
Mstep: Class 18 contains 6387 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 168419 members 
Mstep: Class 21 contains 8543 members 
Mstep: Class 22 contains 9965 members 
Mstep: Class 23 contains 196432 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -1.559433e+08 nChanged 20408
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 3 contains 14304 members 
Mstep: Class 4 contains 97458 members 
Mstep: Class 5 contains 41256 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 25971 members 
Mstep: Class 8 contains 23621 members 
Mstep: Class 9 contains 9521 members 
Mstep: Class 10 contains 86487 members 
Mstep: Class 11 contains 67741 members 
Mstep: Class 12 contains 36801 members 
Mstep: Class 13 contains 20628 members 
Mstep: Class 14 contains 39213 members 
Mstep: Class 15 contains 190513 members 
Mstep: Class 16 contains 72380 members 
Mstep: Class 17 contains 189223 members 
Mstep: Class 18 contains 6373 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 169558 members 
Mstep: Class 21 contains 8742 members 
Mstep: Class 22 contains 9392 members 
Mstep: Class 23 contains 195964 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -1.559485e+08 nChanged 19105
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 3 contains 14217 members 
Mstep: Class 4 contains 97420 members 
Mstep: Class 5 contains 42345 members 
Mstep: Class 6 contains 10595 members 
Mstep: Class 7 contains 25877 members 
Mstep: Class 8 contains 23520 members 
Mstep: Class 9 contains 10321 members 
Mstep: Class 10 contains 88463 members 
Mstep: Class 11 contains 66418 members 
Mstep: Class 12 contains 37164 members 
Mstep: Class 13 contains 20982 members 
Mstep: Class 14 contains 39019 members 
Mstep: Class 15 contains 190019 members 
Mstep: Class 16 contains 72108 members 
Mstep: Class 17 contains 188488 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 170680 members 
Mstep: Class 21 contains 8900 members 
Mstep: Class 22 contains 8764 members 
Mstep: Class 23 contains 195003 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -1.559531e+08 nChanged 17960
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 3 contains 14135 members 
Mstep: Class 4 contains 97378 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 10618 members 
Mstep: Class 7 contains 25811 members 
Mstep: Class 8 contains 23430 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 90510 members 
Mstep: Class 11 contains 65084 members 
Mstep: Class 12 contains 37577 members 
Mstep: Class 13 contains 21336 members 
Mstep: Class 14 contains 38836 members 
Mstep: Class 15 contains 189521 members 
Mstep: Class 16 contains 71627 members 
Mstep: Class 17 contains 188367 members 
Mstep: Class 18 contains 6277 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 171575 members 
Mstep: Class 21 contains 9062 members 
Mstep: Class 22 contains 8110 members 
Mstep: Class 23 contains 193805 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -1.559582e+08 nChanged 17055
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 3 contains 14039 members 
Mstep: Class 4 contains 97343 members 
Mstep: Class 5 contains 43806 members 
Mstep: Class 6 contains 10625 members 
Mstep: Class 7 contains 25699 members 
Mstep: Class 8 contains 23343 members 
Mstep: Class 9 contains 12047 members 
Mstep: Class 10 contains 92655 members 
Mstep: Class 11 contains 63667 members 
Mstep: Class 12 contains 38096 members 
Mstep: Class 13 contains 21667 members 
Mstep: Class 14 contains 38642 members 
Mstep: Class 15 contains 189023 members 
Mstep: Class 16 contains 71041 members 
Mstep: Class 17 contains 189004 members 
Mstep: Class 18 contains 6193 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 172171 members 
Mstep: Class 21 contains 9214 members 
Mstep: Class 22 contains 7419 members 
Mstep: Class 23 contains 192514 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -1.559625e+08 nChanged 16099
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 3 contains 13960 members 
Mstep: Class 4 contains 97312 members 
Mstep: Class 5 contains 44265 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 25590 members 
Mstep: Class 8 contains 23274 members 
Mstep: Class 9 contains 12768 members 
Mstep: Class 10 contains 94924 members 
Mstep: Class 11 contains 62321 members 
Mstep: Class 12 contains 38791 members 
Mstep: Class 13 contains 22005 members 
Mstep: Class 14 contains 38496 members 
Mstep: Class 15 contains 188489 members 
Mstep: Class 16 contains 70378 members 
Mstep: Class 17 contains 189871 members 
Mstep: Class 18 contains 6095 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 172425 members 
Mstep: Class 21 contains 9387 members 
Mstep: Class 22 contains 6806 members 
Mstep: Class 23 contains 191176 members 
Entering Unmasked Estep 
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Iteration 31Q: 23 clusters Score -1.559664e+08 nChanged 15287
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 3 contains 13895 members 
Mstep: Class 4 contains 97270 members 
Mstep: Class 5 contains 44595 members 
Mstep: Class 6 contains 10589 members 
Mstep: Class 7 contains 25437 members 
Mstep: Class 8 contains 23197 members 
Mstep: Class 9 contains 13372 members 
Mstep: Class 10 contains 97273 members 
Mstep: Class 11 contains 61070 members 
Mstep: Class 12 contains 39509 members 
Mstep: Class 13 contains 22313 members 
Mstep: Class 14 contains 38354 members 
Mstep: Class 15 contains 187928 members 
Mstep: Class 16 contains 69654 members 
Mstep: Class 17 contains 191018 members 
Mstep: Class 18 contains 5988 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 172526 members 
Mstep: Class 21 contains 9506 members 
Mstep: Class 22 contains 6295 members 
Mstep: Class 23 contains 189845 members 
Entering Unmasked Estep 
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Iteration 32Q: 23 clusters Score -1.559693e+08 nChanged 14406
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 3 contains 13837 members 
Mstep: Class 4 contains 97229 members 
Mstep: Class 5 contains 44791 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 25309 members 
Mstep: Class 8 contains 23145 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 99698 members 
Mstep: Class 11 contains 59888 members 
Mstep: Class 12 contains 40324 members 
Mstep: Class 13 contains 22559 members 
Mstep: Class 14 contains 38245 members 
Mstep: Class 15 contains 187349 members 
Mstep: Class 16 contains 68976 members 
Mstep: Class 17 contains 192170 members 
Mstep: Class 18 contains 5882 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 172388 members 
Mstep: Class 21 contains 9586 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 188532 members 
Entering Unmasked Estep 
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Iteration 33Q: 23 clusters Score -1.559723e+08 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 3 contains 13775 members 
Mstep: Class 4 contains 97210 members 
Mstep: Class 5 contains 44933 members 
Mstep: Class 6 contains 10551 members 
Mstep: Class 7 contains 25155 members 
Mstep: Class 8 contains 23099 members 
Mstep: Class 9 contains 14414 members 
Mstep: Class 10 contains 102065 members 
Mstep: Class 11 contains 58829 members 
Mstep: Class 12 contains 41130 members 
Mstep: Class 13 contains 22777 members 
Mstep: Class 14 contains 38155 members 
Mstep: Class 15 contains 186749 members 
Mstep: Class 16 contains 68348 members 
Mstep: Class 17 contains 193261 members 
Mstep: Class 18 contains 5752 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 172140 members 
Mstep: Class 21 contains 9645 members 
Mstep: Class 22 contains 5548 members 
Mstep: Class 23 contains 187387 members 
Entering Unmasked Estep 
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Iteration 34Q: 23 clusters Score -1.559753e+08 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 3 contains 13750 members 
Mstep: Class 4 contains 97173 members 
Mstep: Class 5 contains 44932 members 
Mstep: Class 6 contains 10533 members 
Mstep: Class 7 contains 24992 members 
Mstep: Class 8 contains 23071 members 
Mstep: Class 9 contains 14840 members 
Mstep: Class 10 contains 104479 members 
Mstep: Class 11 contains 57817 members 
Mstep: Class 12 contains 41895 members 
Mstep: Class 13 contains 22981 members 
Mstep: Class 14 contains 38054 members 
Mstep: Class 15 contains 186101 members 
Mstep: Class 16 contains 67793 members 
Mstep: Class 17 contains 194564 members 
Mstep: Class 18 contains 5626 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 171675 members 
Mstep: Class 21 contains 9665 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 186333 members 
Entering Unmasked Estep 
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Iteration 35Q: 23 clusters Score -1.559777e+08 nChanged 12691
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 3 contains 13711 members 
Mstep: Class 4 contains 97129 members 
Mstep: Class 5 contains 44843 members 
Mstep: Class 6 contains 10512 members 
Mstep: Class 7 contains 24797 members 
Mstep: Class 8 contains 23055 members 
Mstep: Class 9 contains 15218 members 
Mstep: Class 10 contains 106858 members 
Mstep: Class 11 contains 56849 members 
Mstep: Class 12 contains 42640 members 
Mstep: Class 13 contains 23186 members 
Mstep: Class 14 contains 37974 members 
Mstep: Class 15 contains 185461 members 
Mstep: Class 16 contains 67372 members 
Mstep: Class 17 contains 195965 members 
Mstep: Class 18 contains 5490 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 171063 members 
Mstep: Class 21 contains 9662 members 
Mstep: Class 22 contains 5001 members 
Mstep: Class 23 contains 185347 members 
Entering Unmasked Estep 
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Iteration 36Q: 23 clusters Score -1.559804e+08 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 3 contains 13658 members 
Mstep: Class 4 contains 97079 members 
Mstep: Class 5 contains 44624 members 
Mstep: Class 6 contains 10487 members 
Mstep: Class 7 contains 24594 members 
Mstep: Class 8 contains 23029 members 
Mstep: Class 9 contains 15541 members 
Mstep: Class 10 contains 109268 members 
Mstep: Class 11 contains 55911 members 
Mstep: Class 12 contains 43383 members 
Mstep: Class 13 contains 23378 members 
Mstep: Class 14 contains 37903 members 
Mstep: Class 15 contains 184830 members 
Mstep: Class 16 contains 67134 members 
Mstep: Class 17 contains 197456 members 
Mstep: Class 18 contains 5364 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 170234 members 
Mstep: Class 21 contains 9674 members 
Mstep: Class 22 contains 4774 members 
Mstep: Class 23 contains 184365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155983536.000000 Penalty: 76998.335938
Iteration 37Q: 23 clusters Score -1.559835e+08 nChanged 12236
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 3 contains 13610 members 
Mstep: Class 4 contains 97035 members 
Mstep: Class 5 contains 44320 members 
Mstep: Class 6 contains 10451 members 
Mstep: Class 7 contains 24347 members 
Mstep: Class 8 contains 23015 members 
Mstep: Class 9 contains 15858 members 
Mstep: Class 10 contains 111623 members 
Mstep: Class 11 contains 55035 members 
Mstep: Class 12 contains 44075 members 
Mstep: Class 13 contains 23567 members 
Mstep: Class 14 contains 37840 members 
Mstep: Class 15 contains 184129 members 
Mstep: Class 16 contains 67036 members 
Mstep: Class 17 contains 198983 members 
Mstep: Class 18 contains 5241 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 169393 members 
Mstep: Class 21 contains 9683 members 
Mstep: Class 22 contains 4601 members 
Mstep: Class 23 contains 183451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155986640.000000 Penalty: 76998.335938
Iteration 38Q: 23 clusters Score -1.559866e+08 nChanged 11727
Entering ConstructFrom: 
Score: -155986640.000000 Penalty: 76998.335938
Entering ConstructFrom: 
Trying to split cluster 1 (16404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Entering Unmasked Estep 
Score: -1920475.250000 Penalty: 2406.909424
	Iteration 0F: 2 clusters Score -1920475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1908749.625000 Penalty: 4813.818848
	Iteration 0F: 3 clusters Score -1908750 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1912754.875000 Penalty: 4813.818848
	Iteration 1F: 3 clusters Score -1912755 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1913262.000000 Penalty: 4813.818848
	Iteration 2F: 3 clusters Score -1913262 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1913677.625000 Penalty: 4813.818848
	Iteration 3F: 3 clusters Score -1913678 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1914047.875000 Penalty: 4813.818848
	Iteration 4Q: 3 clusters Score -1914048 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1914373.125000 Penalty: 4813.818848
	Iteration 5Q: 3 clusters Score -1914373 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1914702.750000 Penalty: 4813.818848
	Iteration 6Q: 3 clusters Score -1914703 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1915032.375000 Penalty: 4813.818848
	Iteration 7Q: 3 clusters Score -1915032 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1915314.875000 Penalty: 4813.818848
	Iteration 8Q: 3 clusters Score -1915315 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1915595.500000 Penalty: 4813.818848
	Iteration 9Q: 3 clusters Score -1915596 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1915874.375000 Penalty: 4813.818848
	Iteration 10Q: 3 clusters Score -1915874 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1916097.500000 Penalty: 4813.818848
	Iteration 11Q: 3 clusters Score -1916098 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1916303.250000 Penalty: 4813.818848
	Iteration 12Q: 3 clusters Score -1916303 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1916463.125000 Penalty: 4813.818848
	Iteration 13Q: 3 clusters Score -1916463 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1916597.750000 Penalty: 4813.818848
	Iteration 14Q: 3 clusters Score -1916598 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1916734.125000 Penalty: 4813.818848
	Iteration 15Q: 3 clusters Score -1916734 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1916853.875000 Penalty: 4813.818848
	Iteration 16Q: 3 clusters Score -1916854 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1916914.000000 Penalty: 4813.818848
	Iteration 17Q: 3 clusters Score -1916914 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1916972.625000 Penalty: 4813.818848
	Iteration 18Q: 3 clusters Score -1916973 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1917017.750000 Penalty: 4813.818848
	Iteration 19Q: 3 clusters Score -1917018 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1917052.000000 Penalty: 4813.818848
	Iteration 20F: 3 clusters Score -1917052 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1917084.250000 Penalty: 4813.818848
	Iteration 21Q: 3 clusters Score -1917084 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1917114.625000 Penalty: 4813.818848
	Iteration 22Q: 3 clusters Score -1917115 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1917144.000000 Penalty: 4813.818848
	Iteration 23Q: 3 clusters Score -1917144 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1917161.875000 Penalty: 4813.818848
	Iteration 24Q: 3 clusters Score -1917162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1917179.500000 Penalty: 4813.818848
	Iteration 25Q: 3 clusters Score -1917180 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1917195.625000 Penalty: 4813.818848
	Iteration 26Q: 3 clusters Score -1917196 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1917216.375000 Penalty: 4813.818848
	Iteration 27Q: 3 clusters Score -1917216 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1917231.500000 Penalty: 4813.818848
	Iteration 28Q: 3 clusters Score -1917232 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1917247.875000 Penalty: 4813.818848
	Iteration 29Q: 3 clusters Score -1917248 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1917256.250000 Penalty: 4813.818848
	Iteration 30Q: 3 clusters Score -1917256 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1917285.625000 Penalty: 4813.818848
	Iteration 31Q: 3 clusters Score -1917286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1917295.875000 Penalty: 4813.818848
	Iteration 32Q: 3 clusters Score -1917296 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1917305.375000 Penalty: 4813.818848
	Iteration 33Q: 3 clusters Score -1917305 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1917329.000000 Penalty: 4813.818848
	Iteration 34Q: 3 clusters Score -1917329 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1917343.625000 Penalty: 4813.818848
	Iteration 35Q: 3 clusters Score -1917344 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1917368.625000 Penalty: 4813.818848
	Iteration 36Q: 3 clusters Score -1917369 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1917384.500000 Penalty: 4813.818848
	Iteration 37Q: 3 clusters Score -1917384 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1917403.750000 Penalty: 4813.818848
	Iteration 38Q: 3 clusters Score -1917404 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1917416.750000 Penalty: 4813.818848
	Iteration 39Q: 3 clusters Score -1917417 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1917437.375000 Penalty: 4813.818848
	Iteration 40F: 3 clusters Score -1917437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1917454.125000 Penalty: 4813.818848
	Iteration 41Q: 3 clusters Score -1917454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1917467.250000 Penalty: 4813.818848
	Iteration 42Q: 3 clusters Score -1917467 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1917480.875000 Penalty: 4813.818848
	Iteration 43Q: 3 clusters Score -1917481 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1917507.000000 Penalty: 4813.818848
	Iteration 44Q: 3 clusters Score -1917507 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1917511.000000 Penalty: 4813.818848
	Iteration 45Q: 3 clusters Score -1917511 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1917533.000000 Penalty: 4813.818848
	Iteration 46Q: 3 clusters Score -1917533 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1917549.625000 Penalty: 4813.818848
	Iteration 47Q: 3 clusters Score -1917550 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1917574.750000 Penalty: 4813.818848
	Iteration 48Q: 3 clusters Score -1917575 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1917603.250000 Penalty: 4813.818848
	Iteration 49Q: 3 clusters Score -1917603 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1917624.375000 Penalty: 4813.818848
	Iteration 50Q: 3 clusters Score -1917624 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1917652.000000 Penalty: 4813.818848
	Iteration 51Q: 3 clusters Score -1917652 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1917675.750000 Penalty: 4813.818848
	Iteration 52Q: 3 clusters Score -1917676 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1917691.625000 Penalty: 4813.818848
	Iteration 53Q: 3 clusters Score -1917692 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1917721.125000 Penalty: 4813.818848
	Iteration 54Q: 3 clusters Score -1917721 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1917748.875000 Penalty: 4813.818848
	Iteration 55Q: 3 clusters Score -1917749 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1917784.875000 Penalty: 4813.818848
	Iteration 56Q: 3 clusters Score -1917785 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1917823.625000 Penalty: 4813.818848
	Iteration 57Q: 3 clusters Score -1917824 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1917858.875000 Penalty: 4813.818848
	Iteration 58Q: 3 clusters Score -1917859 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1917902.125000 Penalty: 4813.818848
	Iteration 59Q: 3 clusters Score -1917902 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1917939.750000 Penalty: 4813.818848
	Iteration 60F: 3 clusters Score -1917940 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1917976.875000 Penalty: 4813.818848
	Iteration 61Q: 3 clusters Score -1917977 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1918014.125000 Penalty: 4813.818848
	Iteration 62Q: 3 clusters Score -1918014 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1918066.625000 Penalty: 4813.818848
	Iteration 63Q: 3 clusters Score -1918067 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1918110.375000 Penalty: 4813.818848
	Iteration 64Q: 3 clusters Score -1918110 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1918146.375000 Penalty: 4813.818848
	Iteration 65Q: 3 clusters Score -1918146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1918178.625000 Penalty: 4813.818848
	Iteration 66Q: 3 clusters Score -1918179 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1918207.000000 Penalty: 4813.818848
	Iteration 67Q: 3 clusters Score -1918207 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1918234.125000 Penalty: 4813.818848
	Iteration 68Q: 3 clusters Score -1918234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1918256.625000 Penalty: 4813.818848
	Iteration 69Q: 3 clusters Score -1918257 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1918283.625000 Penalty: 4813.818848
	Iteration 70Q: 3 clusters Score -1918284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1918297.875000 Penalty: 4813.818848
	Iteration 71Q: 3 clusters Score -1918298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1918307.125000 Penalty: 4813.818848
	Iteration 72Q: 3 clusters Score -1918307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1918326.625000 Penalty: 4813.818848
	Iteration 73Q: 3 clusters Score -1918327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1918337.500000 Penalty: 4813.818848
	Iteration 74Q: 3 clusters Score -1918338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1918341.000000 Penalty: 4813.818848
	Iteration 75Q: 3 clusters Score -1918341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1918356.500000 Penalty: 4813.818848
	Iteration 76Q: 3 clusters Score -1918356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1918368.125000 Penalty: 4813.818848
	Iteration 77Q: 3 clusters Score -1918368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1918376.500000 Penalty: 4813.818848
	Iteration 78Q: 3 clusters Score -1918376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1918381.625000 Penalty: 4813.818848
	Iteration 79Q: 3 clusters Score -1918382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1918389.125000 Penalty: 4813.818848
	Iteration 80F: 3 clusters Score -1918389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1918397.000000 Penalty: 4813.818848
	Iteration 81Q: 3 clusters Score -1918397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1918400.250000 Penalty: 4813.818848
	Iteration 82Q: 3 clusters Score -1918400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1918404.625000 Penalty: 4813.818848
	Iteration 83Q: 3 clusters Score -1918405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1918416.125000 Penalty: 4813.818848
	Iteration 84Q: 3 clusters Score -1918416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1918423.000000 Penalty: 4813.818848
	Iteration 85Q: 3 clusters Score -1918423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1918428.500000 Penalty: 4813.818848
	Iteration 86Q: 3 clusters Score -1918428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1918426.375000 Penalty: 4813.818848
	Iteration 87Q: 3 clusters Score -1918426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1918430.625000 Penalty: 4813.818848
	Iteration 88Q: 3 clusters Score -1918431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1918432.750000 Penalty: 4813.818848
	Iteration 89Q: 3 clusters Score -1918433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1918431.625000 Penalty: 4813.818848
	Iteration 90Q: 3 clusters Score -1918432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1918433.125000 Penalty: 4813.818848
	Iteration 91Q: 3 clusters Score -1918433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1918434.250000 Penalty: 4813.818848
	Iteration 92Q: 3 clusters Score -1918434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1918436.000000 Penalty: 4813.818848
	Iteration 93Q: 3 clusters Score -1918436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1918439.125000 Penalty: 4813.818848
	Iteration 94Q: 3 clusters Score -1918439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1918438.125000 Penalty: 4813.818848
	Iteration 95Q: 3 clusters Score -1918438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1918439.750000 Penalty: 4813.818848
	Iteration 96Q: 3 clusters Score -1918440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1918442.750000 Penalty: 4813.818848
	Iteration 97Q: 3 clusters Score -1918443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1918441.000000 Penalty: 4813.818848
	Iteration 98Q: 3 clusters Score -1918441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1918439.750000 Penalty: 4813.818848
	Iteration 99Q: 3 clusters Score -1918440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1918444.125000 Penalty: 4813.818848
	Iteration 100F: 3 clusters Score -1918444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1918452.000000 Penalty: 4813.818848
	Iteration 101Q: 3 clusters Score -1918452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1918451.250000 Penalty: 4813.818848
	Iteration 102Q: 3 clusters Score -1918451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1918452.250000 Penalty: 4813.818848
	Iteration 103Q: 3 clusters Score -1918452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1918452.250000 Penalty: 4813.818848
	Iteration 104F: 3 clusters Score -1918452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Entering Unmasked Estep 
Score: -1578415.000000 Penalty: 2359.525391
	Iteration 0F: 2 clusters Score -1578415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1568434.875000 Penalty: 4719.050781
	Iteration 0F: 3 clusters Score -1568435 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1571578.750000 Penalty: 4719.050781
	Iteration 1F: 3 clusters Score -1571579 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1571911.500000 Penalty: 4719.050781
	Iteration 2F: 3 clusters Score -1571912 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1572214.375000 Penalty: 4719.050781
	Iteration 3Q: 3 clusters Score -1572214 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1572492.500000 Penalty: 4719.050781
	Iteration 4Q: 3 clusters Score -1572492 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1572756.625000 Penalty: 4719.050781
	Iteration 5Q: 3 clusters Score -1572757 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1573001.250000 Penalty: 4719.050781
	Iteration 6Q: 3 clusters Score -1573001 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1573267.875000 Penalty: 4719.050781
	Iteration 7Q: 3 clusters Score -1573268 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1573557.750000 Penalty: 4719.050781
	Iteration 8Q: 3 clusters Score -1573558 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1573847.875000 Penalty: 4719.050781
	Iteration 9Q: 3 clusters Score -1573848 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1574139.625000 Penalty: 4719.050781
	Iteration 10Q: 3 clusters Score -1574140 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1574430.375000 Penalty: 4719.050781
	Iteration 11Q: 3 clusters Score -1574430 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1574704.250000 Penalty: 4719.050781
	Iteration 12Q: 3 clusters Score -1574704 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1575000.375000 Penalty: 4719.050781
	Iteration 13Q: 3 clusters Score -1575000 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1575313.000000 Penalty: 4719.050781
	Iteration 14Q: 3 clusters Score -1575313 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1575588.375000 Penalty: 4719.050781
	Iteration 15Q: 3 clusters Score -1575588 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1575861.625000 Penalty: 4719.050781
	Iteration 16Q: 3 clusters Score -1575862 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1576107.750000 Penalty: 4719.050781
	Iteration 17Q: 3 clusters Score -1576108 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1576267.875000 Penalty: 4719.050781
	Iteration 18Q: 3 clusters Score -1576268 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1576409.375000 Penalty: 4719.050781
	Iteration 19Q: 3 clusters Score -1576409 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1576525.750000 Penalty: 4719.050781
	Iteration 20F: 3 clusters Score -1576526 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1576607.750000 Penalty: 4719.050781
	Iteration 21Q: 3 clusters Score -1576608 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1576660.125000 Penalty: 4719.050781
	Iteration 22Q: 3 clusters Score -1576660 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1576702.250000 Penalty: 4719.050781
	Iteration 23Q: 3 clusters Score -1576702 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1576732.000000 Penalty: 4719.050781
	Iteration 24Q: 3 clusters Score -1576732 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1576751.125000 Penalty: 4719.050781
	Iteration 25Q: 3 clusters Score -1576751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1576769.875000 Penalty: 4719.050781
	Iteration 26Q: 3 clusters Score -1576770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1576773.625000 Penalty: 4719.050781
	Iteration 27Q: 3 clusters Score -1576774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1576783.875000 Penalty: 4719.050781
	Iteration 28Q: 3 clusters Score -1576784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1576797.250000 Penalty: 4719.050781
	Iteration 29Q: 3 clusters Score -1576797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1576804.750000 Penalty: 4719.050781
	Iteration 30Q: 3 clusters Score -1576805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1576807.125000 Penalty: 4719.050781
	Iteration 31Q: 3 clusters Score -1576807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1576821.750000 Penalty: 4719.050781
	Iteration 32Q: 3 clusters Score -1576822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1576826.125000 Penalty: 4719.050781
	Iteration 33Q: 3 clusters Score -1576826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1576831.250000 Penalty: 4719.050781
	Iteration 34Q: 3 clusters Score -1576831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1576838.875000 Penalty: 4719.050781
	Iteration 35Q: 3 clusters Score -1576839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1576841.125000 Penalty: 4719.050781
	Iteration 36Q: 3 clusters Score -1576841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1576848.250000 Penalty: 4719.050781
	Iteration 37Q: 3 clusters Score -1576848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1576852.250000 Penalty: 4719.050781
	Iteration 38Q: 3 clusters Score -1576852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1576854.875000 Penalty: 4719.050781
	Iteration 39Q: 3 clusters Score -1576855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1576857.750000 Penalty: 4719.050781
	Iteration 40F: 3 clusters Score -1576858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1576859.750000 Penalty: 4719.050781
	Iteration 41Q: 3 clusters Score -1576860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1576860.500000 Penalty: 4719.050781
	Iteration 42Q: 3 clusters Score -1576860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1576861.875000 Penalty: 4719.050781
	Iteration 43Q: 3 clusters Score -1576862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1576864.250000 Penalty: 4719.050781
	Iteration 44Q: 3 clusters Score -1576864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1576861.625000 Penalty: 4719.050781
	Iteration 45Q: 3 clusters Score -1576862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1576868.000000 Penalty: 4719.050781
	Iteration 46Q: 3 clusters Score -1576868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1576868.500000 Penalty: 4719.050781
	Iteration 47Q: 3 clusters Score -1576868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1576870.625000 Penalty: 4719.050781
	Iteration 48Q: 3 clusters Score -1576871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1576870.125000 Penalty: 4719.050781
	Iteration 49Q: 3 clusters Score -1576870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1576870.125000 Penalty: 4719.050781
	Iteration 50F: 3 clusters Score -1576870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (96985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96985 members 
Entering Unmasked Estep 
Score: -11565892.000000 Penalty: 2847.613281
	Iteration 0F: 2 clusters Score -1.156589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -11501148.000000 Penalty: 5695.226562
	Iteration 0F: 3 clusters Score -1.150115e+07 nChanged 45862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -11527909.000000 Penalty: 5695.226562
	Iteration 1F: 3 clusters Score -1.152791e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -11529273.000000 Penalty: 5695.226562
	Iteration 2Q: 3 clusters Score -1.152927e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -11531594.000000 Penalty: 5695.226562
	Iteration 3F: 3 clusters Score -1.153159e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -11535537.000000 Penalty: 5695.226562
	Iteration 4F: 3 clusters Score -1.153554e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -11542002.000000 Penalty: 5695.226562
	Iteration 5F: 3 clusters Score -1.1542e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -11550414.000000 Penalty: 5695.226562
	Iteration 6F: 3 clusters Score -1.155041e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -11557633.000000 Penalty: 5695.226562
	Iteration 7F: 3 clusters Score -1.155763e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94124 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -11561330.000000 Penalty: 5695.226562
	Iteration 8Q: 3 clusters Score -1.156133e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95579 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11562588.000000 Penalty: 5695.226562
	Iteration 9Q: 3 clusters Score -1.156259e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11563061.000000 Penalty: 5695.226562
	Iteration 10Q: 3 clusters Score -1.156306e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96345 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11563283.000000 Penalty: 5695.226562
	Iteration 11Q: 3 clusters Score -1.156328e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11563346.000000 Penalty: 5695.226562
	Iteration 12Q: 3 clusters Score -1.156335e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96469 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -11563429.000000 Penalty: 5695.226562
	Iteration 13Q: 3 clusters Score -1.156343e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11563481.000000 Penalty: 5695.226562
	Iteration 14Q: 3 clusters Score -1.156348e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96522 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11563523.000000 Penalty: 5695.226562
	Iteration 15Q: 3 clusters Score -1.156352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11563554.000000 Penalty: 5695.226562
	Iteration 16Q: 3 clusters Score -1.156355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96534 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11563561.000000 Penalty: 5695.226562
	Iteration 17Q: 3 clusters Score -1.156356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -11563587.000000 Penalty: 5695.226562
	Iteration 18Q: 3 clusters Score -1.156359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11563593.000000 Penalty: 5695.226562
	Iteration 19Q: 3 clusters Score -1.156359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -11563607.000000 Penalty: 5695.226562
	Iteration 20F: 3 clusters Score -1.156361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11563613.000000 Penalty: 5695.226562
	Iteration 21Q: 3 clusters Score -1.156361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11563613.000000 Penalty: 5695.226562
	Iteration 22F: 3 clusters Score -1.156361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Entering Unmasked Estep 
Score: -5260718.500000 Penalty: 2651.207520
	Iteration 0F: 2 clusters Score -5260718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -5230910.000000 Penalty: 5302.415039
	Iteration 0F: 3 clusters Score -5230910 nChanged 20217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -5242170.500000 Penalty: 5302.415039
	Iteration 1F: 3 clusters Score -5242170 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -5242808.000000 Penalty: 5302.415039
	Iteration 2Q: 3 clusters Score -5242808 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -5243484.000000 Penalty: 5302.415039
	Iteration 3Q: 3 clusters Score -5243484 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -5244286.500000 Penalty: 5302.415039
	Iteration 4Q: 3 clusters Score -5244286 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -5245264.000000 Penalty: 5302.415039
	Iteration 5Q: 3 clusters Score -5245264 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -5246526.500000 Penalty: 5302.415039
	Iteration 6F: 3 clusters Score -5246526 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -5248135.500000 Penalty: 5302.415039
	Iteration 7F: 3 clusters Score -5248136 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -5250008.000000 Penalty: 5302.415039
	Iteration 8F: 3 clusters Score -5250008 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -5251830.000000 Penalty: 5302.415039
	Iteration 9F: 3 clusters Score -5251830 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -5253383.000000 Penalty: 5302.415039
	Iteration 10F: 3 clusters Score -5253383 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -5254474.000000 Penalty: 5302.415039
	Iteration 11Q: 3 clusters Score -5254474 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -5255223.500000 Penalty: 5302.415039
	Iteration 12Q: 3 clusters Score -5255224 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -5255946.500000 Penalty: 5302.415039
	Iteration 13Q: 3 clusters Score -5255946 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -5256667.000000 Penalty: 5302.415039
	Iteration 14Q: 3 clusters Score -5256667 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -5257349.500000 Penalty: 5302.415039
	Iteration 15Q: 3 clusters Score -5257350 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -5257997.000000 Penalty: 5302.415039
	Iteration 16Q: 3 clusters Score -5257997 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -5258575.000000 Penalty: 5302.415039
	Iteration 17Q: 3 clusters Score -5258575 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -5259040.000000 Penalty: 5302.415039
	Iteration 18Q: 3 clusters Score -5259040 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -5259461.000000 Penalty: 5302.415039
	Iteration 19Q: 3 clusters Score -5259461 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -5259801.000000 Penalty: 5302.415039
	Iteration 20F: 3 clusters Score -5259801 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -5260047.500000 Penalty: 5302.415039
	Iteration 21Q: 3 clusters Score -5260048 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -5260295.000000 Penalty: 5302.415039
	Iteration 22Q: 3 clusters Score -5260295 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -5260453.000000 Penalty: 5302.415039
	Iteration 23Q: 3 clusters Score -5260453 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -5260584.000000 Penalty: 5302.415039
	Iteration 24Q: 3 clusters Score -5260584 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -5260734.500000 Penalty: 5302.415039
	Iteration 25Q: 3 clusters Score -5260734 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -5260823.500000 Penalty: 5302.415039
	Iteration 26Q: 3 clusters Score -5260824 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -5260882.500000 Penalty: 5302.415039
	Iteration 27Q: 3 clusters Score -5260882 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -5260942.000000 Penalty: 5302.415039
	Iteration 28Q: 3 clusters Score -5260942 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -5260972.500000 Penalty: 5302.415039
	Iteration 29Q: 3 clusters Score -5260972 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -5261010.500000 Penalty: 5302.415039
	Iteration 30Q: 3 clusters Score -5261010 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -5261031.500000 Penalty: 5302.415039
	Iteration 31Q: 3 clusters Score -5261032 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -5261051.000000 Penalty: 5302.415039
	Iteration 32Q: 3 clusters Score -5261051 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -5261074.500000 Penalty: 5302.415039
	Iteration 33Q: 3 clusters Score -5261074 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -5261068.000000 Penalty: 5302.415039
	Iteration 34Q: 3 clusters Score -5261068 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -5261074.500000 Penalty: 5302.415039
	Iteration 35Q: 3 clusters Score -5261074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -5261070.500000 Penalty: 5302.415039
	Iteration 36Q: 3 clusters Score -5261070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -5261064.000000 Penalty: 5302.415039
	Iteration 37Q: 3 clusters Score -5261064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -5261069.500000 Penalty: 5302.415039
	Iteration 38Q: 3 clusters Score -5261070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -5261081.000000 Penalty: 5302.415039
	Iteration 39Q: 3 clusters Score -5261081 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -5261100.500000 Penalty: 5302.415039
	Iteration 40F: 3 clusters Score -5261100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -5261100.500000 Penalty: 5302.415039
	Iteration 41Q: 3 clusters Score -5261100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -5261101.500000 Penalty: 5302.415039
	Iteration 42Q: 3 clusters Score -5261102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -5261101.500000 Penalty: 5302.415039
	Iteration 43Q: 3 clusters Score -5261102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -5261104.000000 Penalty: 5302.415039
	Iteration 44Q: 3 clusters Score -5261104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -5261112.000000 Penalty: 5302.415039
	Iteration 45Q: 3 clusters Score -5261112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -5261113.000000 Penalty: 5302.415039
	Iteration 46Q: 3 clusters Score -5261113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -5261116.500000 Penalty: 5302.415039
	Iteration 47Q: 3 clusters Score -5261116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -5261113.500000 Penalty: 5302.415039
	Iteration 48Q: 3 clusters Score -5261114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -5261110.000000 Penalty: 5302.415039
	Iteration 49Q: 3 clusters Score -5261110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -5261113.500000 Penalty: 5302.415039
	Iteration 50Q: 3 clusters Score -5261114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -5261127.000000 Penalty: 5302.415039
	Iteration 51Q: 3 clusters Score -5261127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -5261118.000000 Penalty: 5302.415039
	Iteration 52Q: 3 clusters Score -5261118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -5261113.000000 Penalty: 5302.415039
	Iteration 53Q: 3 clusters Score -5261113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -5261114.500000 Penalty: 5302.415039
	Iteration 54Q: 3 clusters Score -5261114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -5261113.000000 Penalty: 5302.415039
	Iteration 55Q: 3 clusters Score -5261113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -5261118.000000 Penalty: 5302.415039
	Iteration 56Q: 3 clusters Score -5261118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -5261119.500000 Penalty: 5302.415039
	Iteration 57Q: 3 clusters Score -5261120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -5261121.500000 Penalty: 5302.415039
	Iteration 58Q: 3 clusters Score -5261122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -5261120.000000 Penalty: 5302.415039
	Iteration 59Q: 3 clusters Score -5261120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -5261120.500000 Penalty: 5302.415039
	Iteration 60F: 3 clusters Score -5261120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -5261119.500000 Penalty: 5302.415039
	Iteration 61Q: 3 clusters Score -5261120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -5261121.500000 Penalty: 5302.415039
	Iteration 62Q: 3 clusters Score -5261122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -5261123.000000 Penalty: 5302.415039
	Iteration 63Q: 3 clusters Score -5261123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -5261123.000000 Penalty: 5302.415039
	Iteration 64F: 3 clusters Score -5261123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 33750 members 
Mstep: Class 3 contains 13551 members 
Mstep: Class 4 contains 96985 members 
Mstep: Class 5 contains 10180 members 
Mstep: Class 6 contains 10424 members 
Mstep: Class 7 contains 24088 members 
Mstep: Class 8 contains 23004 members 
Mstep: Class 9 contains 16163 members 
Mstep: Class 10 contains 114031 members 
Mstep: Class 11 contains 54250 members 
Mstep: Class 12 contains 44669 members 
Mstep: Class 13 contains 23737 members 
Mstep: Class 14 contains 37756 members 
Mstep: Class 15 contains 183443 members 
Mstep: Class 16 contains 67052 members 
Mstep: Class 17 contains 200354 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 168406 members 
Mstep: Class 21 contains 9680 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 182760 members 
Entering Unmasked Estep 
Score: -155988592.000000 Penalty: 80498.257812
Splitting cluster 5 changes total score from -155986640.000000 to -155988592.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 6 (10424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Entering Unmasked Estep 
Score: -1214355.875000 Penalty: 2294.462891
	Iteration 0F: 2 clusters Score -1214356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1206378.000000 Penalty: 4588.925781
	Iteration 0F: 3 clusters Score -1206378 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1209027.375000 Penalty: 4588.925781
	Iteration 1F: 3 clusters Score -1209027 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1209778.000000 Penalty: 4588.925781
	Iteration 2F: 3 clusters Score -1209778 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1210449.000000 Penalty: 4588.925781
	Iteration 3F: 3 clusters Score -1210449 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1211036.250000 Penalty: 4588.925781
	Iteration 4F: 3 clusters Score -1211036 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1211582.750000 Penalty: 4588.925781
	Iteration 5F: 3 clusters Score -1211583 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1212057.500000 Penalty: 4588.925781
	Iteration 6F: 3 clusters Score -1212058 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1212392.250000 Penalty: 4588.925781
	Iteration 7Q: 3 clusters Score -1212392 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1212618.875000 Penalty: 4588.925781
	Iteration 8Q: 3 clusters Score -1212619 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1212780.625000 Penalty: 4588.925781
	Iteration 9Q: 3 clusters Score -1212781 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1212891.000000 Penalty: 4588.925781
	Iteration 10Q: 3 clusters Score -1212891 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1212976.625000 Penalty: 4588.925781
	Iteration 11Q: 3 clusters Score -1212977 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1213038.250000 Penalty: 4588.925781
	Iteration 12Q: 3 clusters Score -1213038 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1213074.875000 Penalty: 4588.925781
	Iteration 13Q: 3 clusters Score -1213075 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1213112.125000 Penalty: 4588.925781
	Iteration 14Q: 3 clusters Score -1213112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1213135.250000 Penalty: 4588.925781
	Iteration 15Q: 3 clusters Score -1213135 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1213161.875000 Penalty: 4588.925781
	Iteration 16Q: 3 clusters Score -1213162 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1213181.750000 Penalty: 4588.925781
	Iteration 17Q: 3 clusters Score -1213182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1213201.000000 Penalty: 4588.925781
	Iteration 18Q: 3 clusters Score -1213201 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1213224.250000 Penalty: 4588.925781
	Iteration 19Q: 3 clusters Score -1213224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1213241.500000 Penalty: 4588.925781
	Iteration 20F: 3 clusters Score -1213242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1213258.625000 Penalty: 4588.925781
	Iteration 21Q: 3 clusters Score -1213259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1213273.375000 Penalty: 4588.925781
	Iteration 22Q: 3 clusters Score -1213273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1213286.625000 Penalty: 4588.925781
	Iteration 23Q: 3 clusters Score -1213287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1213304.250000 Penalty: 4588.925781
	Iteration 24Q: 3 clusters Score -1213304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1213321.250000 Penalty: 4588.925781
	Iteration 25Q: 3 clusters Score -1213321 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1213335.500000 Penalty: 4588.925781
	Iteration 26Q: 3 clusters Score -1213336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1213346.250000 Penalty: 4588.925781
	Iteration 27Q: 3 clusters Score -1213346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1213357.125000 Penalty: 4588.925781
	Iteration 28Q: 3 clusters Score -1213357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1213360.125000 Penalty: 4588.925781
	Iteration 29Q: 3 clusters Score -1213360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1213362.625000 Penalty: 4588.925781
	Iteration 30Q: 3 clusters Score -1213363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1213363.750000 Penalty: 4588.925781
	Iteration 31Q: 3 clusters Score -1213364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1213364.750000 Penalty: 4588.925781
	Iteration 32Q: 3 clusters Score -1213365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1213369.625000 Penalty: 4588.925781
	Iteration 33Q: 3 clusters Score -1213370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1213371.000000 Penalty: 4588.925781
	Iteration 34Q: 3 clusters Score -1213371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1213375.125000 Penalty: 4588.925781
	Iteration 35Q: 3 clusters Score -1213375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1213375.375000 Penalty: 4588.925781
	Iteration 36Q: 3 clusters Score -1213375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1213374.625000 Penalty: 4588.925781
	Iteration 37Q: 3 clusters Score -1213375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1213376.000000 Penalty: 4588.925781
	Iteration 38Q: 3 clusters Score -1213376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1213375.875000 Penalty: 4588.925781
	Iteration 39Q: 3 clusters Score -1213376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1213375.875000 Penalty: 4588.925781
	Iteration 40F: 3 clusters Score -1213376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Entering Unmasked Estep 
Score: -2878552.750000 Penalty: 2502.188232
	Iteration 0F: 2 clusters Score -2878553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2861778.750000 Penalty: 5004.376465
	Iteration 0F: 3 clusters Score -2861779 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2867484.500000 Penalty: 5004.376465
	Iteration 1F: 3 clusters Score -2867484 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2867922.750000 Penalty: 5004.376465
	Iteration 2F: 3 clusters Score -2867923 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2868283.250000 Penalty: 5004.376465
	Iteration 3Q: 3 clusters Score -2868283 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2868651.250000 Penalty: 5004.376465
	Iteration 4Q: 3 clusters Score -2868651 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2869051.750000 Penalty: 5004.376465
	Iteration 5Q: 3 clusters Score -2869052 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2869555.500000 Penalty: 5004.376465
	Iteration 6Q: 3 clusters Score -2869556 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2870108.250000 Penalty: 5004.376465
	Iteration 7Q: 3 clusters Score -2870108 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2870725.000000 Penalty: 5004.376465
	Iteration 8Q: 3 clusters Score -2870725 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2871437.250000 Penalty: 5004.376465
	Iteration 9Q: 3 clusters Score -2871437 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2872155.750000 Penalty: 5004.376465
	Iteration 10Q: 3 clusters Score -2872156 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2872773.250000 Penalty: 5004.376465
	Iteration 11Q: 3 clusters Score -2872773 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2873376.000000 Penalty: 5004.376465
	Iteration 12Q: 3 clusters Score -2873376 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2874004.250000 Penalty: 5004.376465
	Iteration 13Q: 3 clusters Score -2874004 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2874523.250000 Penalty: 5004.376465
	Iteration 14Q: 3 clusters Score -2874523 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2874945.250000 Penalty: 5004.376465
	Iteration 15Q: 3 clusters Score -2874945 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2875287.000000 Penalty: 5004.376465
	Iteration 16Q: 3 clusters Score -2875287 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2875581.000000 Penalty: 5004.376465
	Iteration 17Q: 3 clusters Score -2875581 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2875785.500000 Penalty: 5004.376465
	Iteration 18Q: 3 clusters Score -2875786 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2875938.750000 Penalty: 5004.376465
	Iteration 19Q: 3 clusters Score -2875939 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2876034.250000 Penalty: 5004.376465
	Iteration 20F: 3 clusters Score -2876034 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2876112.000000 Penalty: 5004.376465
	Iteration 21Q: 3 clusters Score -2876112 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -2876171.250000 Penalty: 5004.376465
	Iteration 22Q: 3 clusters Score -2876171 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2876196.500000 Penalty: 5004.376465
	Iteration 23Q: 3 clusters Score -2876196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -2876238.250000 Penalty: 5004.376465
	Iteration 24Q: 3 clusters Score -2876238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -2876268.750000 Penalty: 5004.376465
	Iteration 25Q: 3 clusters Score -2876269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2876295.750000 Penalty: 5004.376465
	Iteration 26Q: 3 clusters Score -2876296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -2876318.500000 Penalty: 5004.376465
	Iteration 27Q: 3 clusters Score -2876318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2876343.250000 Penalty: 5004.376465
	Iteration 28Q: 3 clusters Score -2876343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -2876359.500000 Penalty: 5004.376465
	Iteration 29Q: 3 clusters Score -2876360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -2876372.250000 Penalty: 5004.376465
	Iteration 30Q: 3 clusters Score -2876372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -2876382.750000 Penalty: 5004.376465
	Iteration 31Q: 3 clusters Score -2876383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -2876394.250000 Penalty: 5004.376465
	Iteration 32Q: 3 clusters Score -2876394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2876401.000000 Penalty: 5004.376465
	Iteration 33Q: 3 clusters Score -2876401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2876411.000000 Penalty: 5004.376465
	Iteration 34Q: 3 clusters Score -2876411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2876422.250000 Penalty: 5004.376465
	Iteration 35Q: 3 clusters Score -2876422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2876429.500000 Penalty: 5004.376465
	Iteration 36Q: 3 clusters Score -2876430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -2876442.250000 Penalty: 5004.376465
	Iteration 37Q: 3 clusters Score -2876442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2876450.000000 Penalty: 5004.376465
	Iteration 38Q: 3 clusters Score -2876450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -2876460.750000 Penalty: 5004.376465
	Iteration 39Q: 3 clusters Score -2876461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -2876467.000000 Penalty: 5004.376465
	Iteration 40F: 3 clusters Score -2876467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2876468.500000 Penalty: 5004.376465
	Iteration 41Q: 3 clusters Score -2876468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2876469.750000 Penalty: 5004.376465
	Iteration 42Q: 3 clusters Score -2876470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2876474.250000 Penalty: 5004.376465
	Iteration 43Q: 3 clusters Score -2876474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2876478.250000 Penalty: 5004.376465
	Iteration 44Q: 3 clusters Score -2876478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -2876479.250000 Penalty: 5004.376465
	Iteration 45Q: 3 clusters Score -2876479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -2876477.500000 Penalty: 5004.376465
	Iteration 46Q: 3 clusters Score -2876478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -2876476.750000 Penalty: 5004.376465
	Iteration 47Q: 3 clusters Score -2876477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -2876477.750000 Penalty: 5004.376465
	Iteration 48Q: 3 clusters Score -2876478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -2876481.500000 Penalty: 5004.376465
	Iteration 49Q: 3 clusters Score -2876482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -2876480.750000 Penalty: 5004.376465
	Iteration 50Q: 3 clusters Score -2876481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2876480.250000 Penalty: 5004.376465
	Iteration 51Q: 3 clusters Score -2876480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2876480.250000 Penalty: 5004.376465
	Iteration 52F: 3 clusters Score -2876480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Entering Unmasked Estep 
Score: -2682161.000000 Penalty: 2490.769043
	Iteration 0F: 2 clusters Score -2682161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2666212.500000 Penalty: 4981.538086
	Iteration 0F: 3 clusters Score -2666212 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2671650.500000 Penalty: 4981.538086
	Iteration 1F: 3 clusters Score -2671650 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2672383.000000 Penalty: 4981.538086
	Iteration 2F: 3 clusters Score -2672383 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2673414.750000 Penalty: 4981.538086
	Iteration 3F: 3 clusters Score -2673415 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2674723.000000 Penalty: 4981.538086
	Iteration 4F: 3 clusters Score -2674723 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2676188.500000 Penalty: 4981.538086
	Iteration 5F: 3 clusters Score -2676188 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2677799.250000 Penalty: 4981.538086
	Iteration 6F: 3 clusters Score -2677799 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2679210.000000 Penalty: 4981.538086
	Iteration 7F: 3 clusters Score -2679210 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2680172.500000 Penalty: 4981.538086
	Iteration 8F: 3 clusters Score -2680172 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2680797.500000 Penalty: 4981.538086
	Iteration 9Q: 3 clusters Score -2680798 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2681192.750000 Penalty: 4981.538086
	Iteration 10Q: 3 clusters Score -2681193 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2681459.500000 Penalty: 4981.538086
	Iteration 11Q: 3 clusters Score -2681460 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2681688.250000 Penalty: 4981.538086
	Iteration 12Q: 3 clusters Score -2681688 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2681887.250000 Penalty: 4981.538086
	Iteration 13Q: 3 clusters Score -2681887 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2682056.750000 Penalty: 4981.538086
	Iteration 14Q: 3 clusters Score -2682057 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2682217.750000 Penalty: 4981.538086
	Iteration 15Q: 3 clusters Score -2682218 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2682320.250000 Penalty: 4981.538086
	Iteration 16Q: 3 clusters Score -2682320 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2682399.000000 Penalty: 4981.538086
	Iteration 17Q: 3 clusters Score -2682399 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2682478.000000 Penalty: 4981.538086
	Iteration 18Q: 3 clusters Score -2682478 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2682563.750000 Penalty: 4981.538086
	Iteration 19Q: 3 clusters Score -2682564 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2682621.000000 Penalty: 4981.538086
	Iteration 20F: 3 clusters Score -2682621 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2682657.500000 Penalty: 4981.538086
	Iteration 21Q: 3 clusters Score -2682658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2682681.000000 Penalty: 4981.538086
	Iteration 22Q: 3 clusters Score -2682681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2682697.750000 Penalty: 4981.538086
	Iteration 23Q: 3 clusters Score -2682698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2682709.500000 Penalty: 4981.538086
	Iteration 24Q: 3 clusters Score -2682710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2682722.750000 Penalty: 4981.538086
	Iteration 25Q: 3 clusters Score -2682723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2682729.000000 Penalty: 4981.538086
	Iteration 26Q: 3 clusters Score -2682729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2682735.000000 Penalty: 4981.538086
	Iteration 27Q: 3 clusters Score -2682735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2682744.500000 Penalty: 4981.538086
	Iteration 28Q: 3 clusters Score -2682744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2682761.250000 Penalty: 4981.538086
	Iteration 29Q: 3 clusters Score -2682761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2682777.750000 Penalty: 4981.538086
	Iteration 30Q: 3 clusters Score -2682778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2682785.000000 Penalty: 4981.538086
	Iteration 31Q: 3 clusters Score -2682785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2682791.000000 Penalty: 4981.538086
	Iteration 32Q: 3 clusters Score -2682791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2682791.750000 Penalty: 4981.538086
	Iteration 33Q: 3 clusters Score -2682792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2682790.250000 Penalty: 4981.538086
	Iteration 34Q: 3 clusters Score -2682790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2682794.000000 Penalty: 4981.538086
	Iteration 35Q: 3 clusters Score -2682794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2682792.750000 Penalty: 4981.538086
	Iteration 36Q: 3 clusters Score -2682793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2682795.250000 Penalty: 4981.538086
	Iteration 37Q: 3 clusters Score -2682795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2682793.250000 Penalty: 4981.538086
	Iteration 38Q: 3 clusters Score -2682793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2682795.750000 Penalty: 4981.538086
	Iteration 39Q: 3 clusters Score -2682796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2682798.000000 Penalty: 4981.538086
	Iteration 40F: 3 clusters Score -2682798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2682795.000000 Penalty: 4981.538086
	Iteration 41Q: 3 clusters Score -2682795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2682795.000000 Penalty: 4981.538086
	Iteration 42F: 3 clusters Score -2682795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 33750 members 
Mstep: Class 3 contains 13551 members 
Mstep: Class 4 contains 96985 members 
Mstep: Class 5 contains 10180 members 
Mstep: Class 6 contains 10424 members 
Mstep: Class 7 contains 24088 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 16163 members 
Mstep: Class 10 contains 114031 members 
Mstep: Class 11 contains 54250 members 
Mstep: Class 12 contains 44669 members 
Mstep: Class 13 contains 23737 members 
Mstep: Class 14 contains 37756 members 
Mstep: Class 15 contains 183443 members 
Mstep: Class 16 contains 67052 members 
Mstep: Class 17 contains 200354 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 168406 members 
Mstep: Class 21 contains 9680 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 182760 members 
Mstep: Class 24 contains 20766 members 
Entering Unmasked Estep 
Score: -155988208.000000 Penalty: 83998.187500
Splitting cluster 8 changes total score from -155986640.000000 to -155988208.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (16163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Entering Unmasked Estep 
Score: -1881547.000000 Penalty: 2403.239014
	Iteration 0F: 2 clusters Score -1881547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1869942.500000 Penalty: 4806.478027
	Iteration 0F: 3 clusters Score -1869942 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1873672.375000 Penalty: 4806.478027
	Iteration 1F: 3 clusters Score -1873672 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1874263.875000 Penalty: 4806.478027
	Iteration 2F: 3 clusters Score -1874264 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1874867.625000 Penalty: 4806.478027
	Iteration 3F: 3 clusters Score -1874868 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1875535.000000 Penalty: 4806.478027
	Iteration 4F: 3 clusters Score -1875535 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1876245.000000 Penalty: 4806.478027
	Iteration 5F: 3 clusters Score -1876245 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1876973.875000 Penalty: 4806.478027
	Iteration 6F: 3 clusters Score -1876974 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1877743.125000 Penalty: 4806.478027
	Iteration 7F: 3 clusters Score -1877743 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1878559.375000 Penalty: 4806.478027
	Iteration 8F: 3 clusters Score -1878559 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1879333.625000 Penalty: 4806.478027
	Iteration 9F: 3 clusters Score -1879334 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1879938.125000 Penalty: 4806.478027
	Iteration 10Q: 3 clusters Score -1879938 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1880420.125000 Penalty: 4806.478027
	Iteration 11Q: 3 clusters Score -1880420 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1880797.000000 Penalty: 4806.478027
	Iteration 12Q: 3 clusters Score -1880797 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1881110.000000 Penalty: 4806.478027
	Iteration 13Q: 3 clusters Score -1881110 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1881344.875000 Penalty: 4806.478027
	Iteration 14Q: 3 clusters Score -1881345 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1881515.000000 Penalty: 4806.478027
	Iteration 15Q: 3 clusters Score -1881515 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1881601.000000 Penalty: 4806.478027
	Iteration 16Q: 3 clusters Score -1881601 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1881639.125000 Penalty: 4806.478027
	Iteration 17Q: 3 clusters Score -1881639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1881658.750000 Penalty: 4806.478027
	Iteration 18Q: 3 clusters Score -1881659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1881663.000000 Penalty: 4806.478027
	Iteration 19Q: 3 clusters Score -1881663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1881666.875000 Penalty: 4806.478027
	Iteration 20F: 3 clusters Score -1881667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1881667.625000 Penalty: 4806.478027
	Iteration 21Q: 3 clusters Score -1881668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1881668.750000 Penalty: 4806.478027
	Iteration 22Q: 3 clusters Score -1881669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1881666.750000 Penalty: 4806.478027
	Iteration 23Q: 3 clusters Score -1881667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1881670.375000 Penalty: 4806.478027
	Iteration 24Q: 3 clusters Score -1881670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1881669.750000 Penalty: 4806.478027
	Iteration 25Q: 3 clusters Score -1881670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1881671.500000 Penalty: 4806.478027
	Iteration 26Q: 3 clusters Score -1881672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1881671.500000 Penalty: 4806.478027
	Iteration 27F: 3 clusters Score -1881672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 33750 members 
Mstep: Class 3 contains 13551 members 
Mstep: Class 4 contains 96985 members 
Mstep: Class 5 contains 10180 members 
Mstep: Class 6 contains 10424 members 
Mstep: Class 7 contains 24088 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 6620 members 
Mstep: Class 10 contains 114031 members 
Mstep: Class 11 contains 54250 members 
Mstep: Class 12 contains 44669 members 
Mstep: Class 13 contains 23737 members 
Mstep: Class 14 contains 37756 members 
Mstep: Class 15 contains 183443 members 
Mstep: Class 16 contains 67052 members 
Mstep: Class 17 contains 200354 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 168406 members 
Mstep: Class 21 contains 9680 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 182760 members 
Mstep: Class 24 contains 20766 members 
Mstep: Class 25 contains 9543 members 
Entering Unmasked Estep 
Score: -155987344.000000 Penalty: 87498.109375
Splitting cluster 9 changes total score from -155986640.000000 to -155987344.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (114031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114031 members 
Entering Unmasked Estep 
Score: -13619910.000000 Penalty: 2887.768066
	Iteration 0F: 2 clusters Score -1.361991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -13543352.000000 Penalty: 5775.536133
	Iteration 0F: 3 clusters Score -1.354335e+07 nChanged 53944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -13574986.000000 Penalty: 5775.536133
	Iteration 1F: 3 clusters Score -1.357499e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -13576583.000000 Penalty: 5775.536133
	Iteration 2Q: 3 clusters Score -1.357658e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -13578693.000000 Penalty: 5775.536133
	Iteration 3Q: 3 clusters Score -1.357869e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -13582027.000000 Penalty: 5775.536133
	Iteration 4F: 3 clusters Score -1.358203e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -13586099.000000 Penalty: 5775.536133
	Iteration 5F: 3 clusters Score -1.35861e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -13591230.000000 Penalty: 5775.536133
	Iteration 6F: 3 clusters Score -1.359123e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -13596606.000000 Penalty: 5775.536133
	Iteration 7F: 3 clusters Score -1.359661e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70790 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -13601467.000000 Penalty: 5775.536133
	Iteration 8F: 3 clusters Score -1.360147e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -13605040.000000 Penalty: 5775.536133
	Iteration 9Q: 3 clusters Score -1.360504e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -13607305.000000 Penalty: 5775.536133
	Iteration 10Q: 3 clusters Score -1.36073e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76463 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -13608673.000000 Penalty: 5775.536133
	Iteration 11Q: 3 clusters Score -1.360867e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77858 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -13609534.000000 Penalty: 5775.536133
	Iteration 12Q: 3 clusters Score -1.360953e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -13610384.000000 Penalty: 5775.536133
	Iteration 13Q: 3 clusters Score -1.361038e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -13611124.000000 Penalty: 5775.536133
	Iteration 14Q: 3 clusters Score -1.361112e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82017 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -13611708.000000 Penalty: 5775.536133
	Iteration 15Q: 3 clusters Score -1.361171e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83380 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -13612328.000000 Penalty: 5775.536133
	Iteration 16Q: 3 clusters Score -1.361233e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84664 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -13612754.000000 Penalty: 5775.536133
	Iteration 17Q: 3 clusters Score -1.361275e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -13613247.000000 Penalty: 5775.536133
	Iteration 18Q: 3 clusters Score -1.361325e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87114 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -13613642.000000 Penalty: 5775.536133
	Iteration 19Q: 3 clusters Score -1.361364e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88200 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -13613919.000000 Penalty: 5775.536133
	Iteration 20F: 3 clusters Score -1.361392e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89238 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -13614223.000000 Penalty: 5775.536133
	Iteration 21Q: 3 clusters Score -1.361422e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90210 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -13614427.000000 Penalty: 5775.536133
	Iteration 22Q: 3 clusters Score -1.361443e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -13614631.000000 Penalty: 5775.536133
	Iteration 23Q: 3 clusters Score -1.361463e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92166 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -13614902.000000 Penalty: 5775.536133
	Iteration 24Q: 3 clusters Score -1.36149e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -13615097.000000 Penalty: 5775.536133
	Iteration 25Q: 3 clusters Score -1.36151e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94001 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -13615291.000000 Penalty: 5775.536133
	Iteration 26Q: 3 clusters Score -1.361529e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94831 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -13615434.000000 Penalty: 5775.536133
	Iteration 27Q: 3 clusters Score -1.361543e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -13615617.000000 Penalty: 5775.536133
	Iteration 28Q: 3 clusters Score -1.361562e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96407 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -13615716.000000 Penalty: 5775.536133
	Iteration 29Q: 3 clusters Score -1.361572e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97127 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -13615883.000000 Penalty: 5775.536133
	Iteration 30Q: 3 clusters Score -1.361588e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97793 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -13615954.000000 Penalty: 5775.536133
	Iteration 31Q: 3 clusters Score -1.361595e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -13616104.000000 Penalty: 5775.536133
	Iteration 32Q: 3 clusters Score -1.36161e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -13616161.000000 Penalty: 5775.536133
	Iteration 33Q: 3 clusters Score -1.361616e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -13616332.000000 Penalty: 5775.536133
	Iteration 34Q: 3 clusters Score -1.361633e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -13616476.000000 Penalty: 5775.536133
	Iteration 35Q: 3 clusters Score -1.361648e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -13616640.000000 Penalty: 5775.536133
	Iteration 36Q: 3 clusters Score -1.361664e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101357 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -13616723.000000 Penalty: 5775.536133
	Iteration 37Q: 3 clusters Score -1.361672e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101833 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -13616747.000000 Penalty: 5775.536133
	Iteration 38Q: 3 clusters Score -1.361675e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102272 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -13616852.000000 Penalty: 5775.536133
	Iteration 39Q: 3 clusters Score -1.361685e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102667 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -13616874.000000 Penalty: 5775.536133
	Iteration 40F: 3 clusters Score -1.361687e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103043 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -13616874.000000 Penalty: 5775.536133
	Iteration 41Q: 3 clusters Score -1.361687e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103379 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -13616972.000000 Penalty: 5775.536133
	Iteration 42Q: 3 clusters Score -1.361697e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103688 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -13616992.000000 Penalty: 5775.536133
	Iteration 43Q: 3 clusters Score -1.361699e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -13616986.000000 Penalty: 5775.536133
	Iteration 44Q: 3 clusters Score -1.361699e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -13617005.000000 Penalty: 5775.536133
	Iteration 45Q: 3 clusters Score -1.3617e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -13617048.000000 Penalty: 5775.536133
	Iteration 46Q: 3 clusters Score -1.361705e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104814 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -13617085.000000 Penalty: 5775.536133
	Iteration 47Q: 3 clusters Score -1.361708e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105118 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -13617152.000000 Penalty: 5775.536133
	Iteration 48Q: 3 clusters Score -1.361715e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105362 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -13617154.000000 Penalty: 5775.536133
	Iteration 49Q: 3 clusters Score -1.361715e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105596 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -13617180.000000 Penalty: 5775.536133
	Iteration 50Q: 3 clusters Score -1.361718e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105818 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -13617177.000000 Penalty: 5775.536133
	Iteration 51Q: 3 clusters Score -1.361718e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106017 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -13617233.000000 Penalty: 5775.536133
	Iteration 52Q: 3 clusters Score -1.361723e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -13617226.000000 Penalty: 5775.536133
	Iteration 53Q: 3 clusters Score -1.361723e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106385 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -13617277.000000 Penalty: 5775.536133
	Iteration 54Q: 3 clusters Score -1.361728e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106576 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -13617356.000000 Penalty: 5775.536133
	Iteration 55Q: 3 clusters Score -1.361736e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106798 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -13617413.000000 Penalty: 5775.536133
	Iteration 56Q: 3 clusters Score -1.361741e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107004 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -13617455.000000 Penalty: 5775.536133
	Iteration 57Q: 3 clusters Score -1.361746e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107202 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -13617505.000000 Penalty: 5775.536133
	Iteration 58Q: 3 clusters Score -1.36175e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107397 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -13617525.000000 Penalty: 5775.536133
	Iteration 59Q: 3 clusters Score -1.361752e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107590 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -13617602.000000 Penalty: 5775.536133
	Iteration 60F: 3 clusters Score -1.36176e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107750 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -13617642.000000 Penalty: 5775.536133
	Iteration 61Q: 3 clusters Score -1.361764e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107892 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -13617655.000000 Penalty: 5775.536133
	Iteration 62Q: 3 clusters Score -1.361766e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -13617641.000000 Penalty: 5775.536133
	Iteration 63Q: 3 clusters Score -1.361764e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108174 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -13617685.000000 Penalty: 5775.536133
	Iteration 64Q: 3 clusters Score -1.361768e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108307 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -13617713.000000 Penalty: 5775.536133
	Iteration 65Q: 3 clusters Score -1.361771e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108434 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -13617744.000000 Penalty: 5775.536133
	Iteration 66Q: 3 clusters Score -1.361774e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108538 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -13617779.000000 Penalty: 5775.536133
	Iteration 67Q: 3 clusters Score -1.361778e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108636 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -13617783.000000 Penalty: 5775.536133
	Iteration 68Q: 3 clusters Score -1.361778e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108732 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -13617777.000000 Penalty: 5775.536133
	Iteration 69Q: 3 clusters Score -1.361778e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -13617780.000000 Penalty: 5775.536133
	Iteration 70Q: 3 clusters Score -1.361778e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108892 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -13617779.000000 Penalty: 5775.536133
	Iteration 71Q: 3 clusters Score -1.361778e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108955 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -13617796.000000 Penalty: 5775.536133
	Iteration 72Q: 3 clusters Score -1.36178e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109008 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -13617766.000000 Penalty: 5775.536133
	Iteration 73Q: 3 clusters Score -1.361777e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109065 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -13617762.000000 Penalty: 5775.536133
	Iteration 74Q: 3 clusters Score -1.361776e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109113 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -13617768.000000 Penalty: 5775.536133
	Iteration 75Q: 3 clusters Score -1.361777e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109168 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -13617783.000000 Penalty: 5775.536133
	Iteration 76Q: 3 clusters Score -1.361778e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109222 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -13617781.000000 Penalty: 5775.536133
	Iteration 77Q: 3 clusters Score -1.361778e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109271 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -13617770.000000 Penalty: 5775.536133
	Iteration 78Q: 3 clusters Score -1.361777e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109322 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -13617792.000000 Penalty: 5775.536133
	Iteration 79Q: 3 clusters Score -1.361779e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109364 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -13617805.000000 Penalty: 5775.536133
	Iteration 80F: 3 clusters Score -1.36178e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109409 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -13617807.000000 Penalty: 5775.536133
	Iteration 81Q: 3 clusters Score -1.361781e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109445 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -13617821.000000 Penalty: 5775.536133
	Iteration 82Q: 3 clusters Score -1.361782e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109478 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -13617812.000000 Penalty: 5775.536133
	Iteration 83Q: 3 clusters Score -1.361781e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109507 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -13617816.000000 Penalty: 5775.536133
	Iteration 84Q: 3 clusters Score -1.361782e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -13617833.000000 Penalty: 5775.536133
	Iteration 85Q: 3 clusters Score -1.361783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109554 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -13617822.000000 Penalty: 5775.536133
	Iteration 86Q: 3 clusters Score -1.361782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109570 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -13617847.000000 Penalty: 5775.536133
	Iteration 87Q: 3 clusters Score -1.361785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109582 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -13617851.000000 Penalty: 5775.536133
	Iteration 88Q: 3 clusters Score -1.361785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109595 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -13617842.000000 Penalty: 5775.536133
	Iteration 89Q: 3 clusters Score -1.361784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109602 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -13617846.000000 Penalty: 5775.536133
	Iteration 90Q: 3 clusters Score -1.361785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109608 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -13617842.000000 Penalty: 5775.536133
	Iteration 91Q: 3 clusters Score -1.361784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109612 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -13617841.000000 Penalty: 5775.536133
	Iteration 92Q: 3 clusters Score -1.361784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109613 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -13617841.000000 Penalty: 5775.536133
	Iteration 93Q: 3 clusters Score -1.361784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109613 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -13617841.000000 Penalty: 5775.536133
	Iteration 94F: 3 clusters Score -1.361784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Entering Unmasked Estep 
Score: -6278620.000000 Penalty: 2703.536865
	Iteration 0F: 2 clusters Score -6278620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -6242210.000000 Penalty: 5407.073730
	Iteration 0F: 3 clusters Score -6242210 nChanged 25026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -6255947.500000 Penalty: 5407.073730
	Iteration 1F: 3 clusters Score -6255948 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -6256574.500000 Penalty: 5407.073730
	Iteration 2Q: 3 clusters Score -6256574 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -6257186.500000 Penalty: 5407.073730
	Iteration 3Q: 3 clusters Score -6257186 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -6257946.000000 Penalty: 5407.073730
	Iteration 4Q: 3 clusters Score -6257946 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -6258873.500000 Penalty: 5407.073730
	Iteration 5Q: 3 clusters Score -6258874 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -6260008.500000 Penalty: 5407.073730
	Iteration 6Q: 3 clusters Score -6260008 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -6261506.500000 Penalty: 5407.073730
	Iteration 7F: 3 clusters Score -6261506 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -6263432.000000 Penalty: 5407.073730
	Iteration 8F: 3 clusters Score -6263432 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -6265774.000000 Penalty: 5407.073730
	Iteration 9F: 3 clusters Score -6265774 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -6268286.000000 Penalty: 5407.073730
	Iteration 10F: 3 clusters Score -6268286 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -6270618.000000 Penalty: 5407.073730
	Iteration 11F: 3 clusters Score -6270618 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -6272600.000000 Penalty: 5407.073730
	Iteration 12Q: 3 clusters Score -6272600 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -6273953.000000 Penalty: 5407.073730
	Iteration 13Q: 3 clusters Score -6273953 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -6274857.500000 Penalty: 5407.073730
	Iteration 14Q: 3 clusters Score -6274858 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6275488.000000 Penalty: 5407.073730
	Iteration 15Q: 3 clusters Score -6275488 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6275827.500000 Penalty: 5407.073730
	Iteration 16Q: 3 clusters Score -6275828 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6276071.000000 Penalty: 5407.073730
	Iteration 17Q: 3 clusters Score -6276071 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6276226.000000 Penalty: 5407.073730
	Iteration 18Q: 3 clusters Score -6276226 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6276346.500000 Penalty: 5407.073730
	Iteration 19Q: 3 clusters Score -6276346 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6276404.500000 Penalty: 5407.073730
	Iteration 20F: 3 clusters Score -6276404 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6276447.500000 Penalty: 5407.073730
	Iteration 21Q: 3 clusters Score -6276448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6276494.500000 Penalty: 5407.073730
	Iteration 22Q: 3 clusters Score -6276494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6276533.500000 Penalty: 5407.073730
	Iteration 23Q: 3 clusters Score -6276534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6276576.500000 Penalty: 5407.073730
	Iteration 24Q: 3 clusters Score -6276576 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6276608.000000 Penalty: 5407.073730
	Iteration 25Q: 3 clusters Score -6276608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6276641.500000 Penalty: 5407.073730
	Iteration 26Q: 3 clusters Score -6276642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6276676.000000 Penalty: 5407.073730
	Iteration 27Q: 3 clusters Score -6276676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6276700.500000 Penalty: 5407.073730
	Iteration 28Q: 3 clusters Score -6276700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6276717.500000 Penalty: 5407.073730
	Iteration 29Q: 3 clusters Score -6276718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6276740.000000 Penalty: 5407.073730
	Iteration 30Q: 3 clusters Score -6276740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6276738.000000 Penalty: 5407.073730
	Iteration 31Q: 3 clusters Score -6276738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6276744.000000 Penalty: 5407.073730
	Iteration 32Q: 3 clusters Score -6276744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6276755.500000 Penalty: 5407.073730
	Iteration 33Q: 3 clusters Score -6276756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6276757.500000 Penalty: 5407.073730
	Iteration 34Q: 3 clusters Score -6276758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6276762.000000 Penalty: 5407.073730
	Iteration 35Q: 3 clusters Score -6276762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6276768.000000 Penalty: 5407.073730
	Iteration 36Q: 3 clusters Score -6276768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6276768.500000 Penalty: 5407.073730
	Iteration 37Q: 3 clusters Score -6276768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6276769.000000 Penalty: 5407.073730
	Iteration 38Q: 3 clusters Score -6276769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6276772.000000 Penalty: 5407.073730
	Iteration 39Q: 3 clusters Score -6276772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6276777.500000 Penalty: 5407.073730
	Iteration 40F: 3 clusters Score -6276778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6276772.500000 Penalty: 5407.073730
	Iteration 41Q: 3 clusters Score -6276772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6276773.500000 Penalty: 5407.073730
	Iteration 42Q: 3 clusters Score -6276774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6276776.000000 Penalty: 5407.073730
	Iteration 43Q: 3 clusters Score -6276776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6276776.000000 Penalty: 5407.073730
	Iteration 44Q: 3 clusters Score -6276776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6276775.500000 Penalty: 5407.073730
	Iteration 45Q: 3 clusters Score -6276776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6276775.500000 Penalty: 5407.073730
	Iteration 46F: 3 clusters Score -6276776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Entering Unmasked Estep 
Score: -5395710.500000 Penalty: 2655.344727
	Iteration 0F: 2 clusters Score -5395710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -5365512.500000 Penalty: 5310.689453
	Iteration 0F: 3 clusters Score -5365512 nChanged 20522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -5376791.500000 Penalty: 5310.689453
	Iteration 1F: 3 clusters Score -5376792 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -5377306.500000 Penalty: 5310.689453
	Iteration 2Q: 3 clusters Score -5377306 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -5377830.500000 Penalty: 5310.689453
	Iteration 3Q: 3 clusters Score -5377830 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -5378545.500000 Penalty: 5310.689453
	Iteration 4Q: 3 clusters Score -5378546 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -5379555.000000 Penalty: 5310.689453
	Iteration 5Q: 3 clusters Score -5379555 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -5381189.500000 Penalty: 5310.689453
	Iteration 6F: 3 clusters Score -5381190 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -5383656.000000 Penalty: 5310.689453
	Iteration 7F: 3 clusters Score -5383656 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -5386803.500000 Penalty: 5310.689453
	Iteration 8F: 3 clusters Score -5386804 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -5389767.500000 Penalty: 5310.689453
	Iteration 9F: 3 clusters Score -5389768 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -5391817.500000 Penalty: 5310.689453
	Iteration 10Q: 3 clusters Score -5391818 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -5392726.000000 Penalty: 5310.689453
	Iteration 11Q: 3 clusters Score -5392726 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -5393069.000000 Penalty: 5310.689453
	Iteration 12Q: 3 clusters Score -5393069 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -5393207.500000 Penalty: 5310.689453
	Iteration 13Q: 3 clusters Score -5393208 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -5393310.000000 Penalty: 5310.689453
	Iteration 14Q: 3 clusters Score -5393310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -5393349.000000 Penalty: 5310.689453
	Iteration 15Q: 3 clusters Score -5393349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -5393383.000000 Penalty: 5310.689453
	Iteration 16Q: 3 clusters Score -5393383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -5393410.000000 Penalty: 5310.689453
	Iteration 17Q: 3 clusters Score -5393410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -5393427.000000 Penalty: 5310.689453
	Iteration 18Q: 3 clusters Score -5393427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -5393428.500000 Penalty: 5310.689453
	Iteration 19Q: 3 clusters Score -5393428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -5393437.500000 Penalty: 5310.689453
	Iteration 20F: 3 clusters Score -5393438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -5393446.500000 Penalty: 5310.689453
	Iteration 21Q: 3 clusters Score -5393446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -5393451.500000 Penalty: 5310.689453
	Iteration 22Q: 3 clusters Score -5393452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -5393464.000000 Penalty: 5310.689453
	Iteration 23Q: 3 clusters Score -5393464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -5393471.000000 Penalty: 5310.689453
	Iteration 24Q: 3 clusters Score -5393471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -5393471.000000 Penalty: 5310.689453
	Iteration 25Q: 3 clusters Score -5393471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -5393471.000000 Penalty: 5310.689453
	Iteration 26Q: 3 clusters Score -5393471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -5393470.000000 Penalty: 5310.689453
	Iteration 27Q: 3 clusters Score -5393470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -5393470.000000 Penalty: 5310.689453
	Iteration 28F: 3 clusters Score -5393470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Entering Unmasked Estep 
Score: -2778694.750000 Penalty: 2498.547852
	Iteration 0F: 2 clusters Score -2778695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2762136.250000 Penalty: 4997.095703
	Iteration 0F: 3 clusters Score -2762136 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2768081.750000 Penalty: 4997.095703
	Iteration 1F: 3 clusters Score -2768082 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2768720.750000 Penalty: 4997.095703
	Iteration 2F: 3 clusters Score -2768721 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2769444.250000 Penalty: 4997.095703
	Iteration 3F: 3 clusters Score -2769444 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2770368.000000 Penalty: 4997.095703
	Iteration 4F: 3 clusters Score -2770368 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2771551.000000 Penalty: 4997.095703
	Iteration 5F: 3 clusters Score -2771551 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2772762.000000 Penalty: 4997.095703
	Iteration 6F: 3 clusters Score -2772762 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2773624.000000 Penalty: 4997.095703
	Iteration 7F: 3 clusters Score -2773624 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2774273.250000 Penalty: 4997.095703
	Iteration 8Q: 3 clusters Score -2774273 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2774650.500000 Penalty: 4997.095703
	Iteration 9Q: 3 clusters Score -2774650 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2774913.000000 Penalty: 4997.095703
	Iteration 10Q: 3 clusters Score -2774913 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2775084.750000 Penalty: 4997.095703
	Iteration 11Q: 3 clusters Score -2775085 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2775215.500000 Penalty: 4997.095703
	Iteration 12Q: 3 clusters Score -2775216 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2775305.250000 Penalty: 4997.095703
	Iteration 13Q: 3 clusters Score -2775305 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2775366.500000 Penalty: 4997.095703
	Iteration 14Q: 3 clusters Score -2775366 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2775422.250000 Penalty: 4997.095703
	Iteration 15Q: 3 clusters Score -2775422 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2775509.500000 Penalty: 4997.095703
	Iteration 16Q: 3 clusters Score -2775510 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2775593.500000 Penalty: 4997.095703
	Iteration 17Q: 3 clusters Score -2775594 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2775691.750000 Penalty: 4997.095703
	Iteration 18Q: 3 clusters Score -2775692 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2775788.500000 Penalty: 4997.095703
	Iteration 19Q: 3 clusters Score -2775788 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2775904.750000 Penalty: 4997.095703
	Iteration 20F: 3 clusters Score -2775905 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2776037.250000 Penalty: 4997.095703
	Iteration 21Q: 3 clusters Score -2776037 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2776190.750000 Penalty: 4997.095703
	Iteration 22Q: 3 clusters Score -2776191 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2776392.000000 Penalty: 4997.095703
	Iteration 23Q: 3 clusters Score -2776392 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2776628.000000 Penalty: 4997.095703
	Iteration 24Q: 3 clusters Score -2776628 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2776896.250000 Penalty: 4997.095703
	Iteration 25Q: 3 clusters Score -2776896 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2777202.250000 Penalty: 4997.095703
	Iteration 26Q: 3 clusters Score -2777202 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2777481.750000 Penalty: 4997.095703
	Iteration 27Q: 3 clusters Score -2777482 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2777724.000000 Penalty: 4997.095703
	Iteration 28Q: 3 clusters Score -2777724 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2777944.250000 Penalty: 4997.095703
	Iteration 29Q: 3 clusters Score -2777944 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2778141.500000 Penalty: 4997.095703
	Iteration 30Q: 3 clusters Score -2778142 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2778306.750000 Penalty: 4997.095703
	Iteration 31Q: 3 clusters Score -2778307 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2778417.750000 Penalty: 4997.095703
	Iteration 32Q: 3 clusters Score -2778418 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2778510.000000 Penalty: 4997.095703
	Iteration 33Q: 3 clusters Score -2778510 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2778588.500000 Penalty: 4997.095703
	Iteration 34Q: 3 clusters Score -2778588 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2778613.000000 Penalty: 4997.095703
	Iteration 35Q: 3 clusters Score -2778613 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2778639.250000 Penalty: 4997.095703
	Iteration 36Q: 3 clusters Score -2778639 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2778648.500000 Penalty: 4997.095703
	Iteration 37Q: 3 clusters Score -2778648 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2778670.000000 Penalty: 4997.095703
	Iteration 38Q: 3 clusters Score -2778670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2778677.000000 Penalty: 4997.095703
	Iteration 39Q: 3 clusters Score -2778677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2778695.250000 Penalty: 4997.095703
	Iteration 40F: 3 clusters Score -2778695 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2778692.500000 Penalty: 4997.095703
	Iteration 41Q: 3 clusters Score -2778692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2778703.000000 Penalty: 4997.095703
	Iteration 42Q: 3 clusters Score -2778703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2778707.250000 Penalty: 4997.095703
	Iteration 43Q: 3 clusters Score -2778707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2778715.000000 Penalty: 4997.095703
	Iteration 44Q: 3 clusters Score -2778715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2778712.750000 Penalty: 4997.095703
	Iteration 45Q: 3 clusters Score -2778713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2778724.250000 Penalty: 4997.095703
	Iteration 46Q: 3 clusters Score -2778724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2778720.750000 Penalty: 4997.095703
	Iteration 47Q: 3 clusters Score -2778721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2778723.750000 Penalty: 4997.095703
	Iteration 48Q: 3 clusters Score -2778724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2778728.250000 Penalty: 4997.095703
	Iteration 49Q: 3 clusters Score -2778728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2778726.500000 Penalty: 4997.095703
	Iteration 50Q: 3 clusters Score -2778726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2778724.500000 Penalty: 4997.095703
	Iteration 51Q: 3 clusters Score -2778724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2778732.250000 Penalty: 4997.095703
	Iteration 52Q: 3 clusters Score -2778732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2778730.500000 Penalty: 4997.095703
	Iteration 53Q: 3 clusters Score -2778730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2778729.750000 Penalty: 4997.095703
	Iteration 54Q: 3 clusters Score -2778730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2778730.250000 Penalty: 4997.095703
	Iteration 55Q: 3 clusters Score -2778730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2778734.500000 Penalty: 4997.095703
	Iteration 56Q: 3 clusters Score -2778734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2778732.250000 Penalty: 4997.095703
	Iteration 57Q: 3 clusters Score -2778732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2778731.750000 Penalty: 4997.095703
	Iteration 58Q: 3 clusters Score -2778732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2778733.500000 Penalty: 4997.095703
	Iteration 59Q: 3 clusters Score -2778734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2778733.500000 Penalty: 4997.095703
	Iteration 60F: 3 clusters Score -2778734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 33750 members 
Mstep: Class 3 contains 13551 members 
Mstep: Class 4 contains 96985 members 
Mstep: Class 5 contains 10180 members 
Mstep: Class 6 contains 10424 members 
Mstep: Class 7 contains 24088 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 6620 members 
Mstep: Class 10 contains 114031 members 
Mstep: Class 11 contains 54250 members 
Mstep: Class 12 contains 44669 members 
Mstep: Class 13 contains 17688 members 
Mstep: Class 14 contains 37756 members 
Mstep: Class 15 contains 183443 members 
Mstep: Class 16 contains 67052 members 
Mstep: Class 17 contains 200354 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 168406 members 
Mstep: Class 21 contains 9680 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 182760 members 
Mstep: Class 24 contains 20766 members 
Mstep: Class 25 contains 9543 members 
Mstep: Class 26 contains 6049 members 
Entering Unmasked Estep 
Score: -155986464.000000 Penalty: 90998.031250
Splitting cluster 13 changes total score from -155986640.000000 to -155986464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (37756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Entering Unmasked Estep 
Score: -4483277.000000 Penalty: 2613.646973
	Iteration 0F: 2 clusters Score -4483277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -4457636.500000 Penalty: 5227.293945
	Iteration 0F: 3 clusters Score -4457636 nChanged 17246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -4467074.500000 Penalty: 5227.293945
	Iteration 1F: 3 clusters Score -4467074 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -4467625.500000 Penalty: 5227.293945
	Iteration 2Q: 3 clusters Score -4467626 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -4468214.500000 Penalty: 5227.293945
	Iteration 3Q: 3 clusters Score -4468214 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -4468963.000000 Penalty: 5227.293945
	Iteration 4Q: 3 clusters Score -4468963 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -4470012.500000 Penalty: 5227.293945
	Iteration 5F: 3 clusters Score -4470012 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -4471436.000000 Penalty: 5227.293945
	Iteration 6F: 3 clusters Score -4471436 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -4473320.000000 Penalty: 5227.293945
	Iteration 7F: 3 clusters Score -4473320 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -4475509.500000 Penalty: 5227.293945
	Iteration 8F: 3 clusters Score -4475510 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -4477449.500000 Penalty: 5227.293945
	Iteration 9F: 3 clusters Score -4477450 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -4478845.500000 Penalty: 5227.293945
	Iteration 10Q: 3 clusters Score -4478846 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4479741.500000 Penalty: 5227.293945
	Iteration 11Q: 3 clusters Score -4479742 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4480251.000000 Penalty: 5227.293945
	Iteration 12Q: 3 clusters Score -4480251 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4480580.500000 Penalty: 5227.293945
	Iteration 13Q: 3 clusters Score -4480580 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4480792.000000 Penalty: 5227.293945
	Iteration 14Q: 3 clusters Score -4480792 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4480946.000000 Penalty: 5227.293945
	Iteration 15Q: 3 clusters Score -4480946 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4481037.500000 Penalty: 5227.293945
	Iteration 16Q: 3 clusters Score -4481038 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4481082.000000 Penalty: 5227.293945
	Iteration 17Q: 3 clusters Score -4481082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4481120.500000 Penalty: 5227.293945
	Iteration 18Q: 3 clusters Score -4481120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4481142.500000 Penalty: 5227.293945
	Iteration 19Q: 3 clusters Score -4481142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4481161.500000 Penalty: 5227.293945
	Iteration 20F: 3 clusters Score -4481162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4481171.000000 Penalty: 5227.293945
	Iteration 21Q: 3 clusters Score -4481171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4481173.500000 Penalty: 5227.293945
	Iteration 22Q: 3 clusters Score -4481174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4481176.000000 Penalty: 5227.293945
	Iteration 23Q: 3 clusters Score -4481176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4481176.000000 Penalty: 5227.293945
	Iteration 24Q: 3 clusters Score -4481176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4481181.000000 Penalty: 5227.293945
	Iteration 25Q: 3 clusters Score -4481181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4481197.000000 Penalty: 5227.293945
	Iteration 26Q: 3 clusters Score -4481197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4481209.500000 Penalty: 5227.293945
	Iteration 27Q: 3 clusters Score -4481210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4481211.500000 Penalty: 5227.293945
	Iteration 28Q: 3 clusters Score -4481212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4481215.500000 Penalty: 5227.293945
	Iteration 29Q: 3 clusters Score -4481216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4481214.000000 Penalty: 5227.293945
	Iteration 30Q: 3 clusters Score -4481214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4481209.000000 Penalty: 5227.293945
	Iteration 31Q: 3 clusters Score -4481209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4481214.000000 Penalty: 5227.293945
	Iteration 32Q: 3 clusters Score -4481214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4481214.000000 Penalty: 5227.293945
	Iteration 33F: 3 clusters Score -4481214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (183443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183443 members 
Entering Unmasked Estep 
Score: -21864296.000000 Penalty: 3005.675537
	Iteration 0F: 2 clusters Score -2.18643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92021 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -21751562.000000 Penalty: 6011.351074
	Iteration 0F: 3 clusters Score -2.175156e+07 nChanged 87914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95367 members 
Mstep: Class 2 contains 88076 members 
Entering Unmasked Estep 
Score: -21803450.000000 Penalty: 6011.351074
	Iteration 1F: 3 clusters Score -2.180345e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97225 members 
Mstep: Class 2 contains 86218 members 
Entering Unmasked Estep 
Score: -21804772.000000 Penalty: 6011.351074
	Iteration 2Q: 3 clusters Score -2.180477e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100022 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -21806340.000000 Penalty: 6011.351074
	Iteration 3Q: 3 clusters Score -2.180634e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104445 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -21808920.000000 Penalty: 6011.351074
	Iteration 4Q: 3 clusters Score -2.180892e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110982 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -21812802.000000 Penalty: 6011.351074
	Iteration 5Q: 3 clusters Score -2.18128e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120420 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -21819276.000000 Penalty: 6011.351074
	Iteration 6F: 3 clusters Score -2.181928e+07 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132811 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -21828624.000000 Penalty: 6011.351074
	Iteration 7F: 3 clusters Score -2.182862e+07 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147545 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -21840950.000000 Penalty: 6011.351074
	Iteration 8F: 3 clusters Score -2.184095e+07 nChanged 14320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161859 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -21851994.000000 Penalty: 6011.351074
	Iteration 9F: 3 clusters Score -2.185199e+07 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172228 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -21858204.000000 Penalty: 6011.351074
	Iteration 10F: 3 clusters Score -2.18582e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177926 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -21860754.000000 Penalty: 6011.351074
	Iteration 11Q: 3 clusters Score -2.186075e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180558 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -21861706.000000 Penalty: 6011.351074
	Iteration 12Q: 3 clusters Score -2.186171e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181607 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -21862044.000000 Penalty: 6011.351074
	Iteration 13Q: 3 clusters Score -2.186204e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182038 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -21862234.000000 Penalty: 6011.351074
	Iteration 14Q: 3 clusters Score -2.186223e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182229 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -21862268.000000 Penalty: 6011.351074
	Iteration 15Q: 3 clusters Score -2.186227e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182335 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -21862318.000000 Penalty: 6011.351074
	Iteration 16Q: 3 clusters Score -2.186232e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182419 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -21862352.000000 Penalty: 6011.351074
	Iteration 17Q: 3 clusters Score -2.186235e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182466 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -21862334.000000 Penalty: 6011.351074
	Iteration 18Q: 3 clusters Score -2.186233e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182508 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -21862358.000000 Penalty: 6011.351074
	Iteration 19Q: 3 clusters Score -2.186236e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182536 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -21862376.000000 Penalty: 6011.351074
	Iteration 20F: 3 clusters Score -2.186238e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182557 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -21862386.000000 Penalty: 6011.351074
	Iteration 21Q: 3 clusters Score -2.186239e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182581 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -21862404.000000 Penalty: 6011.351074
	Iteration 22Q: 3 clusters Score -2.18624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182597 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -21862378.000000 Penalty: 6011.351074
	Iteration 23Q: 3 clusters Score -2.186238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182599 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -21862382.000000 Penalty: 6011.351074
	Iteration 24Q: 3 clusters Score -2.186238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182594 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -21862394.000000 Penalty: 6011.351074
	Iteration 25Q: 3 clusters Score -2.186239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182599 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -21862404.000000 Penalty: 6011.351074
	Iteration 26Q: 3 clusters Score -2.18624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182601 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -21862412.000000 Penalty: 6011.351074
	Iteration 27Q: 3 clusters Score -2.186241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182602 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -21862416.000000 Penalty: 6011.351074
	Iteration 28Q: 3 clusters Score -2.186242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182603 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -21862412.000000 Penalty: 6011.351074
	Iteration 29Q: 3 clusters Score -2.186241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182603 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -21862416.000000 Penalty: 6011.351074
	Iteration 30Q: 3 clusters Score -2.186242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182605 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -21862414.000000 Penalty: 6011.351074
	Iteration 31Q: 3 clusters Score -2.186241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182608 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -21862414.000000 Penalty: 6011.351074
	Iteration 32Q: 3 clusters Score -2.186241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182609 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -21862404.000000 Penalty: 6011.351074
	Iteration 33Q: 3 clusters Score -2.18624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182614 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -21862404.000000 Penalty: 6011.351074
	Iteration 34Q: 3 clusters Score -2.18624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182613 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -21862422.000000 Penalty: 6011.351074
	Iteration 35Q: 3 clusters Score -2.186242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182617 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -21862420.000000 Penalty: 6011.351074
	Iteration 36Q: 3 clusters Score -2.186242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182620 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -21862428.000000 Penalty: 6011.351074
	Iteration 37Q: 3 clusters Score -2.186243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182621 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -21862438.000000 Penalty: 6011.351074
	Iteration 38Q: 3 clusters Score -2.186244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182621 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -21862448.000000 Penalty: 6011.351074
	Iteration 39Q: 3 clusters Score -2.186245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182620 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -21862422.000000 Penalty: 6011.351074
	Iteration 40F: 3 clusters Score -2.186242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182621 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -21862434.000000 Penalty: 6011.351074
	Iteration 41Q: 3 clusters Score -2.186243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182625 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -21862438.000000 Penalty: 6011.351074
	Iteration 42Q: 3 clusters Score -2.186244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182630 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -21862434.000000 Penalty: 6011.351074
	Iteration 43Q: 3 clusters Score -2.186243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182636 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -21862428.000000 Penalty: 6011.351074
	Iteration 44Q: 3 clusters Score -2.186243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182639 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -21862424.000000 Penalty: 6011.351074
	Iteration 45Q: 3 clusters Score -2.186242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182641 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -21862432.000000 Penalty: 6011.351074
	Iteration 46Q: 3 clusters Score -2.186243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182641 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -21862432.000000 Penalty: 6011.351074
	Iteration 47F: 3 clusters Score -2.186243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Entering Unmasked Estep 
Score: -7955154.500000 Penalty: 2756.079590
	Iteration 0F: 2 clusters Score -7955154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -7910297.000000 Penalty: 5512.159180
	Iteration 0F: 3 clusters Score -7910297 nChanged 31363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -7928140.500000 Penalty: 5512.159180
	Iteration 1F: 3 clusters Score -7928140 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -7929246.500000 Penalty: 5512.159180
	Iteration 2Q: 3 clusters Score -7929246 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -7931004.500000 Penalty: 5512.159180
	Iteration 3F: 3 clusters Score -7931004 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -7933934.000000 Penalty: 5512.159180
	Iteration 4F: 3 clusters Score -7933934 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -7938381.000000 Penalty: 5512.159180
	Iteration 5F: 3 clusters Score -7938381 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -7943302.500000 Penalty: 5512.159180
	Iteration 6F: 3 clusters Score -7943302 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -7947253.000000 Penalty: 5512.159180
	Iteration 7F: 3 clusters Score -7947253 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -7949883.500000 Penalty: 5512.159180
	Iteration 8Q: 3 clusters Score -7949884 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -7951399.000000 Penalty: 5512.159180
	Iteration 9Q: 3 clusters Score -7951399 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -7952735.500000 Penalty: 5512.159180
	Iteration 10Q: 3 clusters Score -7952736 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -7953905.500000 Penalty: 5512.159180
	Iteration 11Q: 3 clusters Score -7953906 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -7954626.500000 Penalty: 5512.159180
	Iteration 12Q: 3 clusters Score -7954626 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -7955027.500000 Penalty: 5512.159180
	Iteration 13Q: 3 clusters Score -7955028 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -7955216.000000 Penalty: 5512.159180
	Iteration 14Q: 3 clusters Score -7955216 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -7955277.000000 Penalty: 5512.159180
	Iteration 15Q: 3 clusters Score -7955277 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -7955307.500000 Penalty: 5512.159180
	Iteration 16Q: 3 clusters Score -7955308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -7955315.000000 Penalty: 5512.159180
	Iteration 17Q: 3 clusters Score -7955315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -7955333.500000 Penalty: 5512.159180
	Iteration 18Q: 3 clusters Score -7955334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -7955322.000000 Penalty: 5512.159180
	Iteration 19Q: 3 clusters Score -7955322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7955328.000000 Penalty: 5512.159180
	Iteration 20F: 3 clusters Score -7955328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -7955313.000000 Penalty: 5512.159180
	Iteration 21Q: 3 clusters Score -7955313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -7955312.000000 Penalty: 5512.159180
	Iteration 22Q: 3 clusters Score -7955312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -7955311.000000 Penalty: 5512.159180
	Iteration 23Q: 3 clusters Score -7955311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -7955310.500000 Penalty: 5512.159180
	Iteration 24Q: 3 clusters Score -7955310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63389 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -7955305.500000 Penalty: 5512.159180
	Iteration 25Q: 3 clusters Score -7955306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63387 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -7955303.000000 Penalty: 5512.159180
	Iteration 26Q: 3 clusters Score -7955303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -7955303.500000 Penalty: 5512.159180
	Iteration 27Q: 3 clusters Score -7955304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63389 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -7955306.500000 Penalty: 5512.159180
	Iteration 28Q: 3 clusters Score -7955306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63389 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -7955306.500000 Penalty: 5512.159180
	Iteration 29F: 3 clusters Score -7955306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 33750 members 
Mstep: Class 3 contains 13551 members 
Mstep: Class 4 contains 96985 members 
Mstep: Class 5 contains 10180 members 
Mstep: Class 6 contains 10424 members 
Mstep: Class 7 contains 24088 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 6620 members 
Mstep: Class 10 contains 114031 members 
Mstep: Class 11 contains 54250 members 
Mstep: Class 12 contains 44669 members 
Mstep: Class 13 contains 23737 members 
Mstep: Class 14 contains 37756 members 
Mstep: Class 15 contains 183443 members 
Mstep: Class 16 contains 63389 members 
Mstep: Class 17 contains 200354 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 168406 members 
Mstep: Class 21 contains 9680 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 182760 members 
Mstep: Class 24 contains 20766 members 
Mstep: Class 25 contains 9543 members 
Mstep: Class 26 contains 3663 members 
Entering Unmasked Estep 
Score: -155986896.000000 Penalty: 90998.031250
Splitting cluster 16 changes total score from -155986640.000000 to -155986896.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (200354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200354 members 
Entering Unmasked Estep 
Score: -23736184.000000 Penalty: 3027.544434
	Iteration 0F: 2 clusters Score -2.373618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99849 members 
Mstep: Class 2 contains 100505 members 
Entering Unmasked Estep 
Score: -23609888.000000 Penalty: 6055.088867
	Iteration 0F: 3 clusters Score -2.360989e+07 nChanged 96167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93900 members 
Mstep: Class 2 contains 106454 members 
Entering Unmasked Estep 
Score: -23666216.000000 Penalty: 6055.088867
	Iteration 1F: 3 clusters Score -2.366622e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 110398 members 
Entering Unmasked Estep 
Score: -23667838.000000 Penalty: 6055.088867
	Iteration 2Q: 3 clusters Score -2.366784e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 116634 members 
Entering Unmasked Estep 
Score: -23670622.000000 Penalty: 6055.088867
	Iteration 3Q: 3 clusters Score -2.367062e+07 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74503 members 
Mstep: Class 2 contains 125851 members 
Entering Unmasked Estep 
Score: -23675540.000000 Penalty: 6055.088867
	Iteration 4F: 3 clusters Score -2.367554e+07 nChanged 14032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 139429 members 
Entering Unmasked Estep 
Score: -23685000.000000 Penalty: 6055.088867
	Iteration 5F: 3 clusters Score -2.3685e+07 nChanged 17678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 156869 members 
Entering Unmasked Estep 
Score: -23699440.000000 Penalty: 6055.088867
	Iteration 6F: 3 clusters Score -2.369944e+07 nChanged 18562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 175363 members 
Entering Unmasked Estep 
Score: -23715474.000000 Penalty: 6055.088867
	Iteration 7F: 3 clusters Score -2.371547e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 189120 members 
Entering Unmasked Estep 
Score: -23726834.000000 Penalty: 6055.088867
	Iteration 8F: 3 clusters Score -2.372683e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 195730 members 
Entering Unmasked Estep 
Score: -23731504.000000 Penalty: 6055.088867
	Iteration 9Q: 3 clusters Score -2.37315e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 197958 members 
Entering Unmasked Estep 
Score: -23733240.000000 Penalty: 6055.088867
	Iteration 10Q: 3 clusters Score -2.373324e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 198630 members 
Entering Unmasked Estep 
Score: -23734014.000000 Penalty: 6055.088867
	Iteration 11Q: 3 clusters Score -2.373401e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 198743 members 
Entering Unmasked Estep 
Score: -23734486.000000 Penalty: 6055.088867
	Iteration 12Q: 3 clusters Score -2.373449e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 198732 members 
Entering Unmasked Estep 
Score: -23734630.000000 Penalty: 6055.088867
	Iteration 13Q: 3 clusters Score -2.373463e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 198695 members 
Entering Unmasked Estep 
Score: -23734730.000000 Penalty: 6055.088867
	Iteration 14Q: 3 clusters Score -2.373473e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 198661 members 
Entering Unmasked Estep 
Score: -23734836.000000 Penalty: 6055.088867
	Iteration 15Q: 3 clusters Score -2.373484e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 198633 members 
Entering Unmasked Estep 
Score: -23734870.000000 Penalty: 6055.088867
	Iteration 16Q: 3 clusters Score -2.373487e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 198615 members 
Entering Unmasked Estep 
Score: -23734904.000000 Penalty: 6055.088867
	Iteration 17Q: 3 clusters Score -2.37349e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 198596 members 
Entering Unmasked Estep 
Score: -23734912.000000 Penalty: 6055.088867
	Iteration 18Q: 3 clusters Score -2.373491e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 198574 members 
Entering Unmasked Estep 
Score: -23734894.000000 Penalty: 6055.088867
	Iteration 19Q: 3 clusters Score -2.373489e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 198559 members 
Entering Unmasked Estep 
Score: -23734892.000000 Penalty: 6055.088867
	Iteration 20F: 3 clusters Score -2.373489e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 198547 members 
Entering Unmasked Estep 
Score: -23734908.000000 Penalty: 6055.088867
	Iteration 21Q: 3 clusters Score -2.373491e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 198534 members 
Entering Unmasked Estep 
Score: -23734904.000000 Penalty: 6055.088867
	Iteration 22Q: 3 clusters Score -2.37349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 198524 members 
Entering Unmasked Estep 
Score: -23734894.000000 Penalty: 6055.088867
	Iteration 23Q: 3 clusters Score -2.373489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 198519 members 
Entering Unmasked Estep 
Score: -23734896.000000 Penalty: 6055.088867
	Iteration 24Q: 3 clusters Score -2.37349e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 198512 members 
Entering Unmasked Estep 
Score: -23734900.000000 Penalty: 6055.088867
	Iteration 25Q: 3 clusters Score -2.37349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 198506 members 
Entering Unmasked Estep 
Score: -23734878.000000 Penalty: 6055.088867
	Iteration 26Q: 3 clusters Score -2.373488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 198500 members 
Entering Unmasked Estep 
Score: -23734900.000000 Penalty: 6055.088867
	Iteration 27Q: 3 clusters Score -2.37349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 198496 members 
Entering Unmasked Estep 
Score: -23734902.000000 Penalty: 6055.088867
	Iteration 28Q: 3 clusters Score -2.37349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 198496 members 
Entering Unmasked Estep 
Score: -23734910.000000 Penalty: 6055.088867
	Iteration 29Q: 3 clusters Score -2.373491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 198496 members 
Entering Unmasked Estep 
Score: -23734906.000000 Penalty: 6055.088867
	Iteration 30Q: 3 clusters Score -2.373491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 198495 members 
Entering Unmasked Estep 
Score: -23734908.000000 Penalty: 6055.088867
	Iteration 31Q: 3 clusters Score -2.373491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 198494 members 
Entering Unmasked Estep 
Score: -23734900.000000 Penalty: 6055.088867
	Iteration 32Q: 3 clusters Score -2.37349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 198491 members 
Entering Unmasked Estep 
Score: -23734898.000000 Penalty: 6055.088867
	Iteration 33Q: 3 clusters Score -2.37349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 198490 members 
Entering Unmasked Estep 
Score: -23734902.000000 Penalty: 6055.088867
	Iteration 34Q: 3 clusters Score -2.37349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 198490 members 
Entering Unmasked Estep 
Score: -23734910.000000 Penalty: 6055.088867
	Iteration 35Q: 3 clusters Score -2.373491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 198489 members 
Entering Unmasked Estep 
Score: -23734912.000000 Penalty: 6055.088867
	Iteration 36Q: 3 clusters Score -2.373491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 198487 members 
Entering Unmasked Estep 
Score: -23734904.000000 Penalty: 6055.088867
	Iteration 37Q: 3 clusters Score -2.37349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 198483 members 
Entering Unmasked Estep 
Score: -23734906.000000 Penalty: 6055.088867
	Iteration 38Q: 3 clusters Score -2.373491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 198484 members 
Entering Unmasked Estep 
Score: -23734918.000000 Penalty: 6055.088867
	Iteration 39Q: 3 clusters Score -2.373492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 198484 members 
Entering Unmasked Estep 
Score: -23734918.000000 Penalty: 6055.088867
	Iteration 40F: 3 clusters Score -2.373492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Entering Unmasked Estep 
Score: -565860.625000 Penalty: 2117.903320
	Iteration 0F: 2 clusters Score -565860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -561263.687500 Penalty: 4235.806641
	Iteration 0F: 3 clusters Score -561263.7 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -562426.250000 Penalty: 4235.806641
	Iteration 1F: 3 clusters Score -562426.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -562765.687500 Penalty: 4235.806641
	Iteration 2F: 3 clusters Score -562765.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -563067.437500 Penalty: 4235.806641
	Iteration 3F: 3 clusters Score -563067.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -563335.000000 Penalty: 4235.806641
	Iteration 4F: 3 clusters Score -563335 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -563614.687500 Penalty: 4235.806641
	Iteration 5F: 3 clusters Score -563614.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -563848.062500 Penalty: 4235.806641
	Iteration 6F: 3 clusters Score -563848.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -564045.125000 Penalty: 4235.806641
	Iteration 7Q: 3 clusters Score -564045.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -564187.562500 Penalty: 4235.806641
	Iteration 8Q: 3 clusters Score -564187.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -564335.687500 Penalty: 4235.806641
	Iteration 9Q: 3 clusters Score -564335.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -564471.312500 Penalty: 4235.806641
	Iteration 10Q: 3 clusters Score -564471.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -564597.000000 Penalty: 4235.806641
	Iteration 11Q: 3 clusters Score -564597 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -564704.812500 Penalty: 4235.806641
	Iteration 12Q: 3 clusters Score -564704.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -564803.250000 Penalty: 4235.806641
	Iteration 13Q: 3 clusters Score -564803.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -564891.000000 Penalty: 4235.806641
	Iteration 14Q: 3 clusters Score -564891 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -564948.875000 Penalty: 4235.806641
	Iteration 15Q: 3 clusters Score -564948.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -564984.500000 Penalty: 4235.806641
	Iteration 16Q: 3 clusters Score -564984.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -565006.500000 Penalty: 4235.806641
	Iteration 17Q: 3 clusters Score -565006.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -565023.437500 Penalty: 4235.806641
	Iteration 18Q: 3 clusters Score -565023.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -565036.875000 Penalty: 4235.806641
	Iteration 19Q: 3 clusters Score -565036.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -565043.562500 Penalty: 4235.806641
	Iteration 20F: 3 clusters Score -565043.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -565048.687500 Penalty: 4235.806641
	Iteration 21Q: 3 clusters Score -565048.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -565051.937500 Penalty: 4235.806641
	Iteration 22Q: 3 clusters Score -565051.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -565056.812500 Penalty: 4235.806641
	Iteration 23Q: 3 clusters Score -565056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -565057.437500 Penalty: 4235.806641
	Iteration 24Q: 3 clusters Score -565057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -565057.875000 Penalty: 4235.806641
	Iteration 25Q: 3 clusters Score -565057.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -565057.875000 Penalty: 4235.806641
	Iteration 26F: 3 clusters Score -565057.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Entering Unmasked Estep 
Score: -597941.875000 Penalty: 2142.442139
	Iteration 0F: 2 clusters Score -597941.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -593107.500000 Penalty: 4284.884277
	Iteration 0F: 3 clusters Score -593107.5 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -594964.875000 Penalty: 4284.884277
	Iteration 1F: 3 clusters Score -594964.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -595997.812500 Penalty: 4284.884277
	Iteration 2F: 3 clusters Score -595997.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -597709.250000 Penalty: 4284.884277
	Iteration 3F: 3 clusters Score -597709.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -600802.500000 Penalty: 4284.884277
	Iteration 4F: 3 clusters Score -600802.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -603286.375000 Penalty: 4284.884277
	Iteration 5F: 3 clusters Score -603286.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -603828.812500 Penalty: 4284.884277
	Iteration 6F: 3 clusters Score -603828.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -603967.687500 Penalty: 4284.884277
	Iteration 7Q: 3 clusters Score -603967.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -604044.250000 Penalty: 4284.884277
	Iteration 8Q: 3 clusters Score -604044.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -604086.000000 Penalty: 4284.884277
	Iteration 9Q: 3 clusters Score -604086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -604102.812500 Penalty: 4284.884277
	Iteration 10Q: 3 clusters Score -604102.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -604109.875000 Penalty: 4284.884277
	Iteration 11Q: 3 clusters Score -604109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -604111.812500 Penalty: 4284.884277
	Iteration 12Q: 3 clusters Score -604111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -604111.312500 Penalty: 4284.884277
	Iteration 13Q: 3 clusters Score -604111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -604111.562500 Penalty: 4284.884277
	Iteration 14Q: 3 clusters Score -604111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -604111.625000 Penalty: 4284.884277
	Iteration 15Q: 3 clusters Score -604111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -604111.687500 Penalty: 4284.884277
	Iteration 16Q: 3 clusters Score -604111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -604111.687500 Penalty: 4284.884277
	Iteration 17F: 3 clusters Score -604111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 33750 members 
Mstep: Class 3 contains 13551 members 
Mstep: Class 4 contains 96985 members 
Mstep: Class 5 contains 10180 members 
Mstep: Class 6 contains 10424 members 
Mstep: Class 7 contains 24088 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 6620 members 
Mstep: Class 10 contains 114031 members 
Mstep: Class 11 contains 54250 members 
Mstep: Class 12 contains 44669 members 
Mstep: Class 13 contains 23737 members 
Mstep: Class 14 contains 37756 members 
Mstep: Class 15 contains 183443 members 
Mstep: Class 16 contains 63389 members 
Mstep: Class 17 contains 200354 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 4752 members 
Mstep: Class 20 contains 168406 members 
Mstep: Class 21 contains 9680 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 182760 members 
Mstep: Class 24 contains 20766 members 
Mstep: Class 25 contains 9543 members 
Mstep: Class 26 contains 3663 members 
Mstep: Class 27 contains 895 members 
Entering Unmasked Estep 
Score: -155992368.000000 Penalty: 94497.960938
Splitting cluster 19 changes total score from -155986640.000000 to -155992368.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (168406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168406 members 
Entering Unmasked Estep 
Score: -20181678.000000 Penalty: 2984.465088
	Iteration 0F: 2 clusters Score -2.018168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84081 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -20074840.000000 Penalty: 5968.930176
	Iteration 0F: 3 clusters Score -2.007484e+07 nChanged 80755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -20121938.000000 Penalty: 5968.930176
	Iteration 1F: 3 clusters Score -2.012194e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
Score: -20122818.000000 Penalty: 5968.930176
	Iteration 2Q: 3 clusters Score -2.012282e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -20123826.000000 Penalty: 5968.930176
	Iteration 3Q: 3 clusters Score -2.012383e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -20124888.000000 Penalty: 5968.930176
	Iteration 4Q: 3 clusters Score -2.012489e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76601 members 
Mstep: Class 2 contains 91805 members 
Entering Unmasked Estep 
Score: -20126408.000000 Penalty: 5968.930176
	Iteration 5Q: 3 clusters Score -2.012641e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -20128734.000000 Penalty: 5968.930176
	Iteration 6Q: 3 clusters Score -2.012873e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65683 members 
Mstep: Class 2 contains 102723 members 
Entering Unmasked Estep 
Score: -20132622.000000 Penalty: 5968.930176
	Iteration 7Q: 3 clusters Score -2.013262e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 111899 members 
Entering Unmasked Estep 
Score: -20139158.000000 Penalty: 5968.930176
	Iteration 8F: 3 clusters Score -2.013916e+07 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 123596 members 
Entering Unmasked Estep 
Score: -20148776.000000 Penalty: 5968.930176
	Iteration 9F: 3 clusters Score -2.014878e+07 nChanged 13174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 136264 members 
Entering Unmasked Estep 
Score: -20160100.000000 Penalty: 5968.930176
	Iteration 10F: 3 clusters Score -2.01601e+07 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 147209 members 
Entering Unmasked Estep 
Score: -20170302.000000 Penalty: 5968.930176
	Iteration 11F: 3 clusters Score -2.01703e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 155203 members 
Entering Unmasked Estep 
Score: -20176822.000000 Penalty: 5968.930176
	Iteration 12Q: 3 clusters Score -2.017682e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 160506 members 
Entering Unmasked Estep 
Score: -20179764.000000 Penalty: 5968.930176
	Iteration 13Q: 3 clusters Score -2.017976e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 163436 members 
Entering Unmasked Estep 
Score: -20180764.000000 Penalty: 5968.930176
	Iteration 14Q: 3 clusters Score -2.018076e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 164908 members 
Entering Unmasked Estep 
Score: -20181026.000000 Penalty: 5968.930176
	Iteration 15Q: 3 clusters Score -2.018103e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 165661 members 
Entering Unmasked Estep 
Score: -20181100.000000 Penalty: 5968.930176
	Iteration 16Q: 3 clusters Score -2.01811e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 166083 members 
Entering Unmasked Estep 
Score: -20181040.000000 Penalty: 5968.930176
	Iteration 17Q: 3 clusters Score -2.018104e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 166351 members 
Entering Unmasked Estep 
Score: -20180956.000000 Penalty: 5968.930176
	Iteration 18Q: 3 clusters Score -2.018096e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 166539 members 
Entering Unmasked Estep 
Score: -20180868.000000 Penalty: 5968.930176
	Iteration 19Q: 3 clusters Score -2.018087e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 166651 members 
Entering Unmasked Estep 
Score: -20180808.000000 Penalty: 5968.930176
	Iteration 20F: 3 clusters Score -2.018081e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 166729 members 
Entering Unmasked Estep 
Score: -20180820.000000 Penalty: 5968.930176
	Iteration 21Q: 3 clusters Score -2.018082e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 166803 members 
Entering Unmasked Estep 
Score: -20180788.000000 Penalty: 5968.930176
	Iteration 22Q: 3 clusters Score -2.018079e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 166865 members 
Entering Unmasked Estep 
Score: -20180780.000000 Penalty: 5968.930176
	Iteration 23Q: 3 clusters Score -2.018078e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 166896 members 
Entering Unmasked Estep 
Score: -20180750.000000 Penalty: 5968.930176
	Iteration 24Q: 3 clusters Score -2.018075e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 166915 members 
Entering Unmasked Estep 
Score: -20180760.000000 Penalty: 5968.930176
	Iteration 25Q: 3 clusters Score -2.018076e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 166941 members 
Entering Unmasked Estep 
Score: -20180742.000000 Penalty: 5968.930176
	Iteration 26Q: 3 clusters Score -2.018074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 166955 members 
Entering Unmasked Estep 
Score: -20180766.000000 Penalty: 5968.930176
	Iteration 27Q: 3 clusters Score -2.018077e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 166976 members 
Entering Unmasked Estep 
Score: -20180764.000000 Penalty: 5968.930176
	Iteration 28Q: 3 clusters Score -2.018076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 166991 members 
Entering Unmasked Estep 
Score: -20180766.000000 Penalty: 5968.930176
	Iteration 29Q: 3 clusters Score -2.018077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 167005 members 
Entering Unmasked Estep 
Score: -20180754.000000 Penalty: 5968.930176
	Iteration 30Q: 3 clusters Score -2.018075e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 167023 members 
Entering Unmasked Estep 
Score: -20180732.000000 Penalty: 5968.930176
	Iteration 31Q: 3 clusters Score -2.018073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 167035 members 
Entering Unmasked Estep 
Score: -20180724.000000 Penalty: 5968.930176
	Iteration 32Q: 3 clusters Score -2.018072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 167050 members 
Entering Unmasked Estep 
Score: -20180702.000000 Penalty: 5968.930176
	Iteration 33Q: 3 clusters Score -2.01807e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 167065 members 
Entering Unmasked Estep 
Score: -20180686.000000 Penalty: 5968.930176
	Iteration 34Q: 3 clusters Score -2.018069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 167081 members 
Entering Unmasked Estep 
Score: -20180676.000000 Penalty: 5968.930176
	Iteration 35Q: 3 clusters Score -2.018068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 167089 members 
Entering Unmasked Estep 
Score: -20180658.000000 Penalty: 5968.930176
	Iteration 36Q: 3 clusters Score -2.018066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 167097 members 
Entering Unmasked Estep 
Score: -20180664.000000 Penalty: 5968.930176
	Iteration 37Q: 3 clusters Score -2.018066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 167100 members 
Entering Unmasked Estep 
Score: -20180666.000000 Penalty: 5968.930176
	Iteration 38Q: 3 clusters Score -2.018067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 167105 members 
Entering Unmasked Estep 
Score: -20180662.000000 Penalty: 5968.930176
	Iteration 39Q: 3 clusters Score -2.018066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 167106 members 
Entering Unmasked Estep 
Score: -20180652.000000 Penalty: 5968.930176
	Iteration 40F: 3 clusters Score -2.018065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 167105 members 
Entering Unmasked Estep 
Score: -20180654.000000 Penalty: 5968.930176
	Iteration 41Q: 3 clusters Score -2.018065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 167105 members 
Entering Unmasked Estep 
Score: -20180662.000000 Penalty: 5968.930176
	Iteration 42Q: 3 clusters Score -2.018066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 167105 members 
Entering Unmasked Estep 
Score: -20180662.000000 Penalty: 5968.930176
	Iteration 43F: 3 clusters Score -2.018066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Entering Unmasked Estep 
Score: -1041699.875000 Penalty: 2276.098633
	Iteration 0F: 2 clusters Score -1041700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1034157.312500 Penalty: 4552.197266
	Iteration 0F: 3 clusters Score -1034157 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1036416.812500 Penalty: 4552.197266
	Iteration 1F: 3 clusters Score -1036417 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1036947.312500 Penalty: 4552.197266
	Iteration 2F: 3 clusters Score -1036947 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1037361.250000 Penalty: 4552.197266
	Iteration 3F: 3 clusters Score -1037361 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1037719.437500 Penalty: 4552.197266
	Iteration 4F: 3 clusters Score -1037719 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1038062.187500 Penalty: 4552.197266
	Iteration 5F: 3 clusters Score -1038062 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1038379.500000 Penalty: 4552.197266
	Iteration 6F: 3 clusters Score -1038380 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1038652.750000 Penalty: 4552.197266
	Iteration 7Q: 3 clusters Score -1038653 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1038863.750000 Penalty: 4552.197266
	Iteration 8Q: 3 clusters Score -1038864 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1039044.937500 Penalty: 4552.197266
	Iteration 9Q: 3 clusters Score -1039045 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1039207.375000 Penalty: 4552.197266
	Iteration 10Q: 3 clusters Score -1039207 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1039367.562500 Penalty: 4552.197266
	Iteration 11Q: 3 clusters Score -1039368 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1039519.312500 Penalty: 4552.197266
	Iteration 12Q: 3 clusters Score -1039519 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1039661.875000 Penalty: 4552.197266
	Iteration 13Q: 3 clusters Score -1039662 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1039763.875000 Penalty: 4552.197266
	Iteration 14Q: 3 clusters Score -1039764 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1039847.562500 Penalty: 4552.197266
	Iteration 15Q: 3 clusters Score -1039848 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1039930.500000 Penalty: 4552.197266
	Iteration 16Q: 3 clusters Score -1039930 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1040011.875000 Penalty: 4552.197266
	Iteration 17Q: 3 clusters Score -1040012 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1040086.562500 Penalty: 4552.197266
	Iteration 18Q: 3 clusters Score -1040087 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1040147.812500 Penalty: 4552.197266
	Iteration 19Q: 3 clusters Score -1040148 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1040208.812500 Penalty: 4552.197266
	Iteration 20F: 3 clusters Score -1040209 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1040272.312500 Penalty: 4552.197266
	Iteration 21Q: 3 clusters Score -1040272 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1040350.812500 Penalty: 4552.197266
	Iteration 22Q: 3 clusters Score -1040351 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1040436.375000 Penalty: 4552.197266
	Iteration 23Q: 3 clusters Score -1040436 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1040520.500000 Penalty: 4552.197266
	Iteration 24Q: 3 clusters Score -1040520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1040609.312500 Penalty: 4552.197266
	Iteration 25Q: 3 clusters Score -1040609 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1040679.625000 Penalty: 4552.197266
	Iteration 26Q: 3 clusters Score -1040680 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1040746.437500 Penalty: 4552.197266
	Iteration 27Q: 3 clusters Score -1040746 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1040815.250000 Penalty: 4552.197266
	Iteration 28Q: 3 clusters Score -1040815 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1040871.125000 Penalty: 4552.197266
	Iteration 29Q: 3 clusters Score -1040871 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1040922.375000 Penalty: 4552.197266
	Iteration 30Q: 3 clusters Score -1040922 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1040968.000000 Penalty: 4552.197266
	Iteration 31Q: 3 clusters Score -1040968 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1040996.562500 Penalty: 4552.197266
	Iteration 32Q: 3 clusters Score -1040997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1041011.687500 Penalty: 4552.197266
	Iteration 33Q: 3 clusters Score -1041012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1041025.937500 Penalty: 4552.197266
	Iteration 34Q: 3 clusters Score -1041026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1041039.062500 Penalty: 4552.197266
	Iteration 35Q: 3 clusters Score -1041039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1041048.187500 Penalty: 4552.197266
	Iteration 36Q: 3 clusters Score -1041048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1041056.875000 Penalty: 4552.197266
	Iteration 37Q: 3 clusters Score -1041057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1041065.625000 Penalty: 4552.197266
	Iteration 38Q: 3 clusters Score -1041066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1041068.750000 Penalty: 4552.197266
	Iteration 39Q: 3 clusters Score -1041069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1041072.500000 Penalty: 4552.197266
	Iteration 40F: 3 clusters Score -1041072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1041076.750000 Penalty: 4552.197266
	Iteration 41Q: 3 clusters Score -1041077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1041077.062500 Penalty: 4552.197266
	Iteration 42Q: 3 clusters Score -1041077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1041078.062500 Penalty: 4552.197266
	Iteration 43Q: 3 clusters Score -1041078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1041079.500000 Penalty: 4552.197266
	Iteration 44Q: 3 clusters Score -1041080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1041081.375000 Penalty: 4552.197266
	Iteration 45Q: 3 clusters Score -1041081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1041081.062500 Penalty: 4552.197266
	Iteration 46Q: 3 clusters Score -1041081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1041081.062500 Penalty: 4552.197266
	Iteration 47F: 3 clusters Score -1041081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -518092.500000 Penalty: 2083.307861
	Iteration 0F: 2 clusters Score -518092.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -513957.750000 Penalty: 4166.615723
	Iteration 0F: 3 clusters Score -513957.8 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -514872.281250 Penalty: 4166.615723
	Iteration 1F: 3 clusters Score -514872.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -515090.156250 Penalty: 4166.615723
	Iteration 2F: 3 clusters Score -515090.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -515234.906250 Penalty: 4166.615723
	Iteration 3F: 3 clusters Score -515234.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -515338.343750 Penalty: 4166.615723
	Iteration 4Q: 3 clusters Score -515338.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -515412.218750 Penalty: 4166.615723
	Iteration 5Q: 3 clusters Score -515412.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -515495.500000 Penalty: 4166.615723
	Iteration 6Q: 3 clusters Score -515495.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -515585.843750 Penalty: 4166.615723
	Iteration 7Q: 3 clusters Score -515585.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -515683.906250 Penalty: 4166.615723
	Iteration 8Q: 3 clusters Score -515683.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -515809.281250 Penalty: 4166.615723
	Iteration 9Q: 3 clusters Score -515809.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -515941.625000 Penalty: 4166.615723
	Iteration 10Q: 3 clusters Score -515941.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -516051.375000 Penalty: 4166.615723
	Iteration 11Q: 3 clusters Score -516051.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -516139.343750 Penalty: 4166.615723
	Iteration 12Q: 3 clusters Score -516139.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -516212.906250 Penalty: 4166.615723
	Iteration 13Q: 3 clusters Score -516212.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -516278.093750 Penalty: 4166.615723
	Iteration 14Q: 3 clusters Score -516278.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -516331.250000 Penalty: 4166.615723
	Iteration 15Q: 3 clusters Score -516331.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -516368.687500 Penalty: 4166.615723
	Iteration 16Q: 3 clusters Score -516368.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -516410.937500 Penalty: 4166.615723
	Iteration 17Q: 3 clusters Score -516410.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -516444.406250 Penalty: 4166.615723
	Iteration 18Q: 3 clusters Score -516444.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -516466.625000 Penalty: 4166.615723
	Iteration 19Q: 3 clusters Score -516466.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -516488.937500 Penalty: 4166.615723
	Iteration 20F: 3 clusters Score -516488.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -516504.062500 Penalty: 4166.615723
	Iteration 21Q: 3 clusters Score -516504.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -516515.343750 Penalty: 4166.615723
	Iteration 22Q: 3 clusters Score -516515.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -516520.875000 Penalty: 4166.615723
	Iteration 23Q: 3 clusters Score -516520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -516526.343750 Penalty: 4166.615723
	Iteration 24Q: 3 clusters Score -516526.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -516531.156250 Penalty: 4166.615723
	Iteration 25Q: 3 clusters Score -516531.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -516535.218750 Penalty: 4166.615723
	Iteration 26Q: 3 clusters Score -516535.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -516537.093750 Penalty: 4166.615723
	Iteration 27Q: 3 clusters Score -516537.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -516541.812500 Penalty: 4166.615723
	Iteration 28Q: 3 clusters Score -516541.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -516547.531250 Penalty: 4166.615723
	Iteration 29Q: 3 clusters Score -516547.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -516548.812500 Penalty: 4166.615723
	Iteration 30Q: 3 clusters Score -516548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -516550.156250 Penalty: 4166.615723
	Iteration 31Q: 3 clusters Score -516550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -516552.406250 Penalty: 4166.615723
	Iteration 32Q: 3 clusters Score -516552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -516553.718750 Penalty: 4166.615723
	Iteration 33Q: 3 clusters Score -516553.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -516554.843750 Penalty: 4166.615723
	Iteration 34Q: 3 clusters Score -516554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -516557.718750 Penalty: 4166.615723
	Iteration 35Q: 3 clusters Score -516557.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -516559.687500 Penalty: 4166.615723
	Iteration 36Q: 3 clusters Score -516559.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -516562.875000 Penalty: 4166.615723
	Iteration 37Q: 3 clusters Score -516562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -516566.625000 Penalty: 4166.615723
	Iteration 38Q: 3 clusters Score -516566.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -516566.781250 Penalty: 4166.615723
	Iteration 39Q: 3 clusters Score -516566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -516566.937500 Penalty: 4166.615723
	Iteration 40F: 3 clusters Score -516566.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (182760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182760 members 
Entering Unmasked Estep 
Score: -21694720.000000 Penalty: 3004.750244
	Iteration 0F: 2 clusters Score -2.169472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -21577818.000000 Penalty: 6009.500488
	Iteration 0F: 3 clusters Score -2.157782e+07 nChanged 87627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97845 members 
Mstep: Class 2 contains 84915 members 
Entering Unmasked Estep 
Score: -21630252.000000 Penalty: 6009.500488
	Iteration 1F: 3 clusters Score -2.163025e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102952 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -21635736.000000 Penalty: 6009.500488
	Iteration 2Q: 3 clusters Score -2.163574e+07 nChanged 13302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111316 members 
Mstep: Class 2 contains 71444 members 
Entering Unmasked Estep 
Score: -21646538.000000 Penalty: 6009.500488
	Iteration 3F: 3 clusters Score -2.164654e+07 nChanged 17380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123594 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -21661210.000000 Penalty: 6009.500488
	Iteration 4F: 3 clusters Score -2.166121e+07 nChanged 17193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137423 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -21676448.000000 Penalty: 6009.500488
	Iteration 5F: 3 clusters Score -2.167645e+07 nChanged 13357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148962 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -21688512.000000 Penalty: 6009.500488
	Iteration 6F: 3 clusters Score -2.168851e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156594 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -21695110.000000 Penalty: 6009.500488
	Iteration 7Q: 3 clusters Score -2.169511e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161206 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -21698840.000000 Penalty: 6009.500488
	Iteration 8Q: 3 clusters Score -2.169884e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -21700474.000000 Penalty: 6009.500488
	Iteration 9Q: 3 clusters Score -2.170047e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166428 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -21701414.000000 Penalty: 6009.500488
	Iteration 10Q: 3 clusters Score -2.170141e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168230 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -21702194.000000 Penalty: 6009.500488
	Iteration 11Q: 3 clusters Score -2.170219e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169665 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -21702642.000000 Penalty: 6009.500488
	Iteration 12Q: 3 clusters Score -2.170264e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170928 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -21702928.000000 Penalty: 6009.500488
	Iteration 13Q: 3 clusters Score -2.170293e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172021 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -21703294.000000 Penalty: 6009.500488
	Iteration 14Q: 3 clusters Score -2.170329e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172967 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -21703610.000000 Penalty: 6009.500488
	Iteration 15Q: 3 clusters Score -2.170361e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173757 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -21703844.000000 Penalty: 6009.500488
	Iteration 16Q: 3 clusters Score -2.170384e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174410 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -21704126.000000 Penalty: 6009.500488
	Iteration 17Q: 3 clusters Score -2.170413e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174964 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -21704410.000000 Penalty: 6009.500488
	Iteration 18Q: 3 clusters Score -2.170441e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175478 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -21704746.000000 Penalty: 6009.500488
	Iteration 19Q: 3 clusters Score -2.170475e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175911 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -21705212.000000 Penalty: 6009.500488
	Iteration 20F: 3 clusters Score -2.170521e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176231 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -21705790.000000 Penalty: 6009.500488
	Iteration 21Q: 3 clusters Score -2.170579e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176427 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -21706374.000000 Penalty: 6009.500488
	Iteration 22Q: 3 clusters Score -2.170637e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176534 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -21706554.000000 Penalty: 6009.500488
	Iteration 23Q: 3 clusters Score -2.170655e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176574 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -21706580.000000 Penalty: 6009.500488
	Iteration 24Q: 3 clusters Score -2.170658e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176554 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -21706594.000000 Penalty: 6009.500488
	Iteration 25Q: 3 clusters Score -2.170659e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176534 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -21706618.000000 Penalty: 6009.500488
	Iteration 26Q: 3 clusters Score -2.170662e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176531 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -21706642.000000 Penalty: 6009.500488
	Iteration 27Q: 3 clusters Score -2.170664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176522 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -21706668.000000 Penalty: 6009.500488
	Iteration 28Q: 3 clusters Score -2.170667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176517 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -21706696.000000 Penalty: 6009.500488
	Iteration 29Q: 3 clusters Score -2.17067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176509 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -21706690.000000 Penalty: 6009.500488
	Iteration 30Q: 3 clusters Score -2.170669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176502 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -21706718.000000 Penalty: 6009.500488
	Iteration 31Q: 3 clusters Score -2.170672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176501 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -21706704.000000 Penalty: 6009.500488
	Iteration 32Q: 3 clusters Score -2.17067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176498 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -21706698.000000 Penalty: 6009.500488
	Iteration 33Q: 3 clusters Score -2.17067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176498 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -21706698.000000 Penalty: 6009.500488
	Iteration 34F: 3 clusters Score -2.17067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 33750 members 
Mstep: Class 3 contains 13551 members 
Mstep: Class 4 contains 96985 members 
Mstep: Class 5 contains 10180 members 
Mstep: Class 6 contains 10424 members 
Mstep: Class 7 contains 24088 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 6620 members 
Mstep: Class 10 contains 114031 members 
Mstep: Class 11 contains 54250 members 
Mstep: Class 12 contains 44669 members 
Mstep: Class 13 contains 23737 members 
Mstep: Class 14 contains 37756 members 
Mstep: Class 15 contains 183443 members 
Mstep: Class 16 contains 63389 members 
Mstep: Class 17 contains 200354 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 4752 members 
Mstep: Class 20 contains 168406 members 
Mstep: Class 21 contains 9680 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 176498 members 
Mstep: Class 24 contains 20766 members 
Mstep: Class 25 contains 9543 members 
Mstep: Class 26 contains 3663 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 6262 members 
Entering Unmasked Estep 
Score: -156000064.000000 Penalty: 97997.882812
Splitting cluster 23 changes total score from -155986640.000000 to -156000064.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 3 contains 13551 members 
Mstep: Class 4 contains 96985 members 
Mstep: Class 5 contains 10180 members 
Mstep: Class 6 contains 10424 members 
Mstep: Class 7 contains 24088 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 6620 members 
Mstep: Class 10 contains 114031 members 
Mstep: Class 11 contains 54250 members 
Mstep: Class 12 contains 44669 members 
Mstep: Class 13 contains 23737 members 
Mstep: Class 14 contains 37756 members 
Mstep: Class 15 contains 183443 members 
Mstep: Class 16 contains 63389 members 
Mstep: Class 17 contains 200354 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 4752 members 
Mstep: Class 20 contains 168406 members 
Mstep: Class 21 contains 9680 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 176498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156009040.000000 Penalty: 97997.882812
Iteration 39Q: 29 clusters Score -1.56009e+08 nChanged 25560
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 33450 members 
Mstep: Class 3 contains 13452 members 
Mstep: Class 4 contains 96866 members 
Mstep: Class 5 contains 10420 members 
Mstep: Class 6 contains 10399 members 
Mstep: Class 7 contains 23715 members 
Mstep: Class 8 contains 2565 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 116607 members 
Mstep: Class 11 contains 53402 members 
Mstep: Class 12 contains 45238 members 
Mstep: Class 13 contains 23864 members 
Mstep: Class 14 contains 37555 members 
Mstep: Class 15 contains 182961 members 
Mstep: Class 16 contains 63523 members 
Mstep: Class 17 contains 201219 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 167259 members 
Mstep: Class 21 contains 9628 members 
Mstep: Class 22 contains 4377 members 
Mstep: Class 23 contains 176642 members 
Mstep: Class 24 contains 20187 members 
Mstep: Class 25 contains 8833 members 
Mstep: Class 26 contains 3659 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 6258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156016720.000000 Penalty: 97997.882812
Iteration 40F: 29 clusters Score -1.560167e+08 nChanged 18966
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 33593 members 
Mstep: Class 3 contains 13345 members 
Mstep: Class 4 contains 96810 members 
Mstep: Class 5 contains 10700 members 
Mstep: Class 6 contains 10369 members 
Mstep: Class 7 contains 23372 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 7518 members 
Mstep: Class 10 contains 118566 members 
Mstep: Class 11 contains 52692 members 
Mstep: Class 12 contains 45975 members 
Mstep: Class 13 contains 23969 members 
Mstep: Class 14 contains 37341 members 
Mstep: Class 15 contains 182281 members 
Mstep: Class 16 contains 63400 members 
Mstep: Class 17 contains 201584 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 4947 members 
Mstep: Class 20 contains 165980 members 
Mstep: Class 21 contains 9513 members 
Mstep: Class 22 contains 4340 members 
Mstep: Class 23 contains 175786 members 
Mstep: Class 24 contains 20046 members 
Mstep: Class 25 contains 9515 members 
Mstep: Class 26 contains 3716 members 
Mstep: Class 27 contains 890 members 
Mstep: Class 28 contains 6459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156021632.000000 Penalty: 97997.882812
Iteration 41Q: 29 clusters Score -1.560216e+08 nChanged 15787
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 33967 members 
Mstep: Class 3 contains 13245 members 
Mstep: Class 4 contains 96767 members 
Mstep: Class 5 contains 11084 members 
Mstep: Class 6 contains 10361 members 
Mstep: Class 7 contains 23112 members 
Mstep: Class 8 contains 2871 members 
Mstep: Class 9 contains 7899 members 
Mstep: Class 10 contains 120537 members 
Mstep: Class 11 contains 52084 members 
Mstep: Class 12 contains 46635 members 
Mstep: Class 13 contains 24029 members 
Mstep: Class 14 contains 37146 members 
Mstep: Class 15 contains 181617 members 
Mstep: Class 16 contains 63242 members 
Mstep: Class 17 contains 201712 members 
Mstep: Class 18 contains 4755 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 20 contains 164773 members 
Mstep: Class 21 contains 9418 members 
Mstep: Class 22 contains 4309 members 
Mstep: Class 23 contains 174685 members 
Mstep: Class 24 contains 19986 members 
Mstep: Class 25 contains 10095 members 
Mstep: Class 26 contains 3802 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156025168.000000 Penalty: 97997.882812
Iteration 42Q: 29 clusters Score -1.560252e+08 nChanged 13642
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 34297 members 
Mstep: Class 3 contains 13176 members 
Mstep: Class 4 contains 96713 members 
Mstep: Class 5 contains 11472 members 
Mstep: Class 6 contains 10360 members 
Mstep: Class 7 contains 22862 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 122291 members 
Mstep: Class 11 contains 51455 members 
Mstep: Class 12 contains 47243 members 
Mstep: Class 13 contains 24071 members 
Mstep: Class 14 contains 36984 members 
Mstep: Class 15 contains 180985 members 
Mstep: Class 16 contains 63096 members 
Mstep: Class 17 contains 201770 members 
Mstep: Class 18 contains 4633 members 
Mstep: Class 19 contains 5001 members 
Mstep: Class 20 contains 163724 members 
Mstep: Class 21 contains 9376 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 173670 members 
Mstep: Class 24 contains 19954 members 
Mstep: Class 25 contains 10615 members 
Mstep: Class 26 contains 3882 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 6917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156027536.000000 Penalty: 97997.882812
Iteration 43Q: 29 clusters Score -1.560275e+08 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 34575 members 
Mstep: Class 3 contains 13094 members 
Mstep: Class 4 contains 96661 members 
Mstep: Class 5 contains 11939 members 
Mstep: Class 6 contains 10351 members 
Mstep: Class 7 contains 22625 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 8552 members 
Mstep: Class 10 contains 124048 members 
Mstep: Class 11 contains 50922 members 
Mstep: Class 12 contains 47769 members 
Mstep: Class 13 contains 24117 members 
Mstep: Class 14 contains 36842 members 
Mstep: Class 15 contains 180376 members 
Mstep: Class 16 contains 62908 members 
Mstep: Class 17 contains 201723 members 
Mstep: Class 18 contains 4517 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 162745 members 
Mstep: Class 21 contains 9332 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 172657 members 
Mstep: Class 24 contains 19946 members 
Mstep: Class 25 contains 11084 members 
Mstep: Class 26 contains 3988 members 
Mstep: Class 27 contains 848 members 
Mstep: Class 28 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156029888.000000 Penalty: 97997.882812
Iteration 44Q: 29 clusters Score -1.560299e+08 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 34789 members 
Mstep: Class 3 contains 13048 members 
Mstep: Class 4 contains 96613 members 
Mstep: Class 5 contains 12374 members 
Mstep: Class 6 contains 10343 members 
Mstep: Class 7 contains 22349 members 
Mstep: Class 8 contains 3061 members 
Mstep: Class 9 contains 8902 members 
Mstep: Class 10 contains 125812 members 
Mstep: Class 11 contains 50419 members 
Mstep: Class 12 contains 48250 members 
Mstep: Class 13 contains 24130 members 
Mstep: Class 14 contains 36713 members 
Mstep: Class 15 contains 179862 members 
Mstep: Class 16 contains 62732 members 
Mstep: Class 17 contains 201625 members 
Mstep: Class 18 contains 4409 members 
Mstep: Class 19 contains 5019 members 
Mstep: Class 20 contains 161719 members 
Mstep: Class 21 contains 9278 members 
Mstep: Class 22 contains 4265 members 
Mstep: Class 23 contains 171764 members 
Mstep: Class 24 contains 19942 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 4088 members 
Mstep: Class 27 contains 844 members 
Mstep: Class 28 contains 7308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156032288.000000 Penalty: 97997.882812
Iteration 45Q: 29 clusters Score -1.560323e+08 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 34975 members 
Mstep: Class 3 contains 13011 members 
Mstep: Class 4 contains 96571 members 
Mstep: Class 5 contains 12800 members 
Mstep: Class 6 contains 10336 members 
Mstep: Class 7 contains 22087 members 
Mstep: Class 8 contains 3096 members 
Mstep: Class 9 contains 9249 members 
Mstep: Class 10 contains 127510 members 
Mstep: Class 11 contains 49972 members 
Mstep: Class 12 contains 48691 members 
Mstep: Class 13 contains 24130 members 
Mstep: Class 14 contains 36590 members 
Mstep: Class 15 contains 179438 members 
Mstep: Class 16 contains 62603 members 
Mstep: Class 17 contains 201503 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 5023 members 
Mstep: Class 20 contains 160636 members 
Mstep: Class 21 contains 9244 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 170896 members 
Mstep: Class 24 contains 19948 members 
Mstep: Class 25 contains 11991 members 
Mstep: Class 26 contains 4163 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 7464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156034080.000000 Penalty: 97997.882812
Iteration 46Q: 29 clusters Score -1.560341e+08 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 35163 members 
Mstep: Class 3 contains 12968 members 
Mstep: Class 4 contains 96536 members 
Mstep: Class 5 contains 13211 members 
Mstep: Class 6 contains 10331 members 
Mstep: Class 7 contains 21854 members 
Mstep: Class 8 contains 3121 members 
Mstep: Class 9 contains 9574 members 
Mstep: Class 10 contains 129181 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 49145 members 
Mstep: Class 13 contains 24137 members 
Mstep: Class 14 contains 36490 members 
Mstep: Class 15 contains 179098 members 
Mstep: Class 16 contains 62488 members 
Mstep: Class 17 contains 201238 members 
Mstep: Class 18 contains 4219 members 
Mstep: Class 19 contains 5026 members 
Mstep: Class 20 contains 159539 members 
Mstep: Class 21 contains 9218 members 
Mstep: Class 22 contains 4267 members 
Mstep: Class 23 contains 170085 members 
Mstep: Class 24 contains 19946 members 
Mstep: Class 25 contains 12418 members 
Mstep: Class 26 contains 4224 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 7607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156036512.000000 Penalty: 97997.882812
Iteration 47Q: 29 clusters Score -1.560365e+08 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 35313 members 
Mstep: Class 3 contains 12937 members 
Mstep: Class 4 contains 96506 members 
Mstep: Class 5 contains 13563 members 
Mstep: Class 6 contains 10328 members 
Mstep: Class 7 contains 21630 members 
Mstep: Class 8 contains 3142 members 
Mstep: Class 9 contains 9873 members 
Mstep: Class 10 contains 130804 members 
Mstep: Class 11 contains 49078 members 
Mstep: Class 12 contains 49487 members 
Mstep: Class 13 contains 24130 members 
Mstep: Class 14 contains 36377 members 
Mstep: Class 15 contains 178833 members 
Mstep: Class 16 contains 62361 members 
Mstep: Class 17 contains 201070 members 
Mstep: Class 18 contains 4141 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 158503 members 
Mstep: Class 21 contains 9192 members 
Mstep: Class 22 contains 4265 members 
Mstep: Class 23 contains 169361 members 
Mstep: Class 24 contains 19954 members 
Mstep: Class 25 contains 12796 members 
Mstep: Class 26 contains 4273 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 7753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156037712.000000 Penalty: 97997.882812
Iteration 48Q: 29 clusters Score -1.560377e+08 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 35474 members 
Mstep: Class 3 contains 12908 members 
Mstep: Class 4 contains 96463 members 
Mstep: Class 5 contains 13898 members 
Mstep: Class 6 contains 10330 members 
Mstep: Class 7 contains 21391 members 
Mstep: Class 8 contains 3158 members 
Mstep: Class 9 contains 10150 members 
Mstep: Class 10 contains 132319 members 
Mstep: Class 11 contains 48643 members 
Mstep: Class 12 contains 49771 members 
Mstep: Class 13 contains 24126 members 
Mstep: Class 14 contains 36255 members 
Mstep: Class 15 contains 178631 members 
Mstep: Class 16 contains 62246 members 
Mstep: Class 17 contains 200859 members 
Mstep: Class 18 contains 4058 members 
Mstep: Class 19 contains 5027 members 
Mstep: Class 20 contains 157542 members 
Mstep: Class 21 contains 9201 members 
Mstep: Class 22 contains 4264 members 
Mstep: Class 23 contains 168742 members 
Mstep: Class 24 contains 19955 members 
Mstep: Class 25 contains 13137 members 
Mstep: Class 26 contains 4322 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 7878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156039312.000000 Penalty: 97997.882812
Iteration 49Q: 29 clusters Score -1.560393e+08 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 35590 members 
Mstep: Class 3 contains 12890 members 
Mstep: Class 4 contains 96428 members 
Mstep: Class 5 contains 14235 members 
Mstep: Class 6 contains 10330 members 
Mstep: Class 7 contains 21179 members 
Mstep: Class 8 contains 3161 members 
Mstep: Class 9 contains 10378 members 
Mstep: Class 10 contains 133701 members 
Mstep: Class 11 contains 48243 members 
Mstep: Class 12 contains 50077 members 
Mstep: Class 13 contains 24123 members 
Mstep: Class 14 contains 36162 members 
Mstep: Class 15 contains 178441 members 
Mstep: Class 16 contains 62112 members 
Mstep: Class 17 contains 200656 members 
Mstep: Class 18 contains 3986 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 156657 members 
Mstep: Class 21 contains 9207 members 
Mstep: Class 22 contains 4262 members 
Mstep: Class 23 contains 168160 members 
Mstep: Class 24 contains 19967 members 
Mstep: Class 25 contains 13452 members 
Mstep: Class 26 contains 4364 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 7988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156040816.000000 Penalty: 97997.882812
Iteration 50Q: 29 clusters Score -1.560408e+08 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 35701 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 96413 members 
Mstep: Class 5 contains 14541 members 
Mstep: Class 6 contains 10327 members 
Mstep: Class 7 contains 21017 members 
Mstep: Class 8 contains 3170 members 
Mstep: Class 9 contains 10544 members 
Mstep: Class 10 contains 134956 members 
Mstep: Class 11 contains 47847 members 
Mstep: Class 12 contains 50396 members 
Mstep: Class 13 contains 24117 members 
Mstep: Class 14 contains 36081 members 
Mstep: Class 15 contains 178303 members 
Mstep: Class 16 contains 61998 members 
Mstep: Class 17 contains 200416 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 5029 members 
Mstep: Class 20 contains 155871 members 
Mstep: Class 21 contains 9201 members 
Mstep: Class 22 contains 4261 members 
Mstep: Class 23 contains 167607 members 
Mstep: Class 24 contains 19979 members 
Mstep: Class 25 contains 13743 members 
Mstep: Class 26 contains 4403 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 8100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156042224.000000 Penalty: 97997.882812
Iteration 51Q: 29 clusters Score -1.560422e+08 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 35790 members 
Mstep: Class 3 contains 12853 members 
Mstep: Class 4 contains 96385 members 
Mstep: Class 5 contains 14803 members 
Mstep: Class 6 contains 10333 members 
Mstep: Class 7 contains 20831 members 
Mstep: Class 8 contains 3181 members 
Mstep: Class 9 contains 10681 members 
Mstep: Class 10 contains 136182 members 
Mstep: Class 11 contains 47460 members 
Mstep: Class 12 contains 50679 members 
Mstep: Class 13 contains 24115 members 
Mstep: Class 14 contains 36021 members 
Mstep: Class 15 contains 178147 members 
Mstep: Class 16 contains 61909 members 
Mstep: Class 17 contains 200295 members 
Mstep: Class 18 contains 3858 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 155098 members 
Mstep: Class 21 contains 9187 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 167146 members 
Mstep: Class 24 contains 19981 members 
Mstep: Class 25 contains 13996 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 8185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156043840.000000 Penalty: 97997.882812
Iteration 52Q: 29 clusters Score -1.560438e+08 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 35883 members 
Mstep: Class 3 contains 12825 members 
Mstep: Class 4 contains 96352 members 
Mstep: Class 5 contains 15024 members 
Mstep: Class 6 contains 10337 members 
Mstep: Class 7 contains 20665 members 
Mstep: Class 8 contains 3181 members 
Mstep: Class 9 contains 10830 members 
Mstep: Class 10 contains 137348 members 
Mstep: Class 11 contains 47074 members 
Mstep: Class 12 contains 50822 members 
Mstep: Class 13 contains 24109 members 
Mstep: Class 14 contains 35956 members 
Mstep: Class 15 contains 178015 members 
Mstep: Class 16 contains 61845 members 
Mstep: Class 17 contains 200196 members 
Mstep: Class 18 contains 3823 members 
Mstep: Class 19 contains 5026 members 
Mstep: Class 20 contains 154378 members 
Mstep: Class 21 contains 9187 members 
Mstep: Class 22 contains 4259 members 
Mstep: Class 23 contains 166734 members 
Mstep: Class 24 contains 19996 members 
Mstep: Class 25 contains 14265 members 
Mstep: Class 26 contains 4448 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 8259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156044992.000000 Penalty: 97997.882812
Iteration 53Q: 29 clusters Score -1.56045e+08 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 35946 members 
Mstep: Class 3 contains 12813 members 
Mstep: Class 4 contains 96323 members 
Mstep: Class 5 contains 15215 members 
Mstep: Class 6 contains 10333 members 
Mstep: Class 7 contains 20519 members 
Mstep: Class 8 contains 3184 members 
Mstep: Class 9 contains 10979 members 
Mstep: Class 10 contains 138415 members 
Mstep: Class 11 contains 46720 members 
Mstep: Class 12 contains 50974 members 
Mstep: Class 13 contains 24115 members 
Mstep: Class 14 contains 35881 members 
Mstep: Class 15 contains 177887 members 
Mstep: Class 16 contains 61753 members 
Mstep: Class 17 contains 200163 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 5027 members 
Mstep: Class 20 contains 153722 members 
Mstep: Class 21 contains 9212 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 166326 members 
Mstep: Class 24 contains 20002 members 
Mstep: Class 25 contains 14481 members 
Mstep: Class 26 contains 4475 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 8330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156045744.000000 Penalty: 97997.882812
Iteration 54Q: 29 clusters Score -1.560457e+08 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 35992 members 
Mstep: Class 3 contains 12794 members 
Mstep: Class 4 contains 96300 members 
Mstep: Class 5 contains 15399 members 
Mstep: Class 6 contains 10329 members 
Mstep: Class 7 contains 20359 members 
Mstep: Class 8 contains 3181 members 
Mstep: Class 9 contains 11078 members 
Mstep: Class 10 contains 139476 members 
Mstep: Class 11 contains 46390 members 
Mstep: Class 12 contains 51066 members 
Mstep: Class 13 contains 24128 members 
Mstep: Class 14 contains 35785 members 
Mstep: Class 15 contains 177772 members 
Mstep: Class 16 contains 61664 members 
Mstep: Class 17 contains 200215 members 
Mstep: Class 18 contains 3763 members 
Mstep: Class 19 contains 5027 members 
Mstep: Class 20 contains 153131 members 
Mstep: Class 21 contains 9211 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 165980 members 
Mstep: Class 24 contains 20009 members 
Mstep: Class 25 contains 14655 members 
Mstep: Class 26 contains 4498 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 8396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156047120.000000 Penalty: 97997.882812
Iteration 55Q: 29 clusters Score -1.560471e+08 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 36026 members 
Mstep: Class 3 contains 12773 members 
Mstep: Class 4 contains 96269 members 
Mstep: Class 5 contains 15552 members 
Mstep: Class 6 contains 10327 members 
Mstep: Class 7 contains 20214 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 11170 members 
Mstep: Class 10 contains 140440 members 
Mstep: Class 11 contains 46074 members 
Mstep: Class 12 contains 51119 members 
Mstep: Class 13 contains 24143 members 
Mstep: Class 14 contains 35707 members 
Mstep: Class 15 contains 177695 members 
Mstep: Class 16 contains 61596 members 
Mstep: Class 17 contains 200333 members 
Mstep: Class 18 contains 3731 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 152576 members 
Mstep: Class 21 contains 9200 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 165649 members 
Mstep: Class 24 contains 20019 members 
Mstep: Class 25 contains 14826 members 
Mstep: Class 26 contains 4513 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 8452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048176.000000 Penalty: 97997.882812
Iteration 56Q: 29 clusters Score -1.560482e+08 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 36045 members 
Mstep: Class 3 contains 12745 members 
Mstep: Class 4 contains 96242 members 
Mstep: Class 5 contains 15673 members 
Mstep: Class 6 contains 10324 members 
Mstep: Class 7 contains 20058 members 
Mstep: Class 8 contains 3183 members 
Mstep: Class 9 contains 11267 members 
Mstep: Class 10 contains 141358 members 
Mstep: Class 11 contains 45786 members 
Mstep: Class 12 contains 51181 members 
Mstep: Class 13 contains 24149 members 
Mstep: Class 14 contains 35629 members 
Mstep: Class 15 contains 177607 members 
Mstep: Class 16 contains 61557 members 
Mstep: Class 17 contains 200470 members 
Mstep: Class 18 contains 3712 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 151938 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 165394 members 
Mstep: Class 24 contains 20025 members 
Mstep: Class 25 contains 15009 members 
Mstep: Class 26 contains 4522 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 8502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048768.000000 Penalty: 97997.882812
Iteration 57Q: 29 clusters Score -1.560488e+08 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 36064 members 
Mstep: Class 3 contains 12723 members 
Mstep: Class 4 contains 96230 members 
Mstep: Class 5 contains 15804 members 
Mstep: Class 6 contains 10323 members 
Mstep: Class 7 contains 19931 members 
Mstep: Class 8 contains 3184 members 
Mstep: Class 9 contains 11354 members 
Mstep: Class 10 contains 142277 members 
Mstep: Class 11 contains 45533 members 
Mstep: Class 12 contains 51209 members 
Mstep: Class 13 contains 24150 members 
Mstep: Class 14 contains 35586 members 
Mstep: Class 15 contains 177573 members 
Mstep: Class 16 contains 61519 members 
Mstep: Class 17 contains 200589 members 
Mstep: Class 18 contains 3689 members 
Mstep: Class 19 contains 5023 members 
Mstep: Class 20 contains 151236 members 
Mstep: Class 21 contains 9225 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 165132 members 
Mstep: Class 24 contains 20037 members 
Mstep: Class 25 contains 15162 members 
Mstep: Class 26 contains 4531 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 8539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049376.000000 Penalty: 97997.882812
Iteration 58Q: 29 clusters Score -1.560494e+08 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 36056 members 
Mstep: Class 3 contains 12707 members 
Mstep: Class 4 contains 96234 members 
Mstep: Class 5 contains 15897 members 
Mstep: Class 6 contains 10323 members 
Mstep: Class 7 contains 19813 members 
Mstep: Class 8 contains 3183 members 
Mstep: Class 9 contains 11418 members 
Mstep: Class 10 contains 143228 members 
Mstep: Class 11 contains 45303 members 
Mstep: Class 12 contains 51220 members 
Mstep: Class 13 contains 24167 members 
Mstep: Class 14 contains 35548 members 
Mstep: Class 15 contains 177556 members 
Mstep: Class 16 contains 61482 members 
Mstep: Class 17 contains 200726 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 150455 members 
Mstep: Class 21 contains 9223 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 164941 members 
Mstep: Class 24 contains 20043 members 
Mstep: Class 25 contains 15290 members 
Mstep: Class 26 contains 4541 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 8577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049696.000000 Penalty: 97997.882812
Iteration 59Q: 29 clusters Score -1.560497e+08 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 36051 members 
Mstep: Class 3 contains 12690 members 
Mstep: Class 4 contains 96219 members 
Mstep: Class 5 contains 15994 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 19704 members 
Mstep: Class 8 contains 3183 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 144175 members 
Mstep: Class 11 contains 45078 members 
Mstep: Class 12 contains 51270 members 
Mstep: Class 13 contains 24180 members 
Mstep: Class 14 contains 35526 members 
Mstep: Class 15 contains 177555 members 
Mstep: Class 16 contains 61453 members 
Mstep: Class 17 contains 200764 members 
Mstep: Class 18 contains 3671 members 
Mstep: Class 19 contains 5019 members 
Mstep: Class 20 contains 149676 members 
Mstep: Class 21 contains 9227 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 164758 members 
Mstep: Class 24 contains 20052 members 
Mstep: Class 25 contains 15459 members 
Mstep: Class 26 contains 4548 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 8603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156049952.000000 Penalty: 97997.882812
Iteration 60F: 29 clusters Score -1.5605e+08 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 36043 members 
Mstep: Class 3 contains 12667 members 
Mstep: Class 4 contains 96200 members 
Mstep: Class 5 contains 16150 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 19618 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 11571 members 
Mstep: Class 10 contains 145026 members 
Mstep: Class 11 contains 44876 members 
Mstep: Class 12 contains 51336 members 
Mstep: Class 13 contains 24186 members 
Mstep: Class 14 contains 35503 members 
Mstep: Class 15 contains 177544 members 
Mstep: Class 16 contains 61400 members 
Mstep: Class 17 contains 200788 members 
Mstep: Class 18 contains 3653 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 148978 members 
Mstep: Class 21 contains 9220 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 164486 members 
Mstep: Class 24 contains 20061 members 
Mstep: Class 25 contains 15630 members 
Mstep: Class 26 contains 4554 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 8635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050256.000000 Penalty: 97997.882812
Iteration 61Q: 29 clusters Score -1.560503e+08 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 36031 members 
Mstep: Class 3 contains 12652 members 
Mstep: Class 4 contains 96185 members 
Mstep: Class 5 contains 16315 members 
Mstep: Class 6 contains 10321 members 
Mstep: Class 7 contains 19536 members 
Mstep: Class 8 contains 3199 members 
Mstep: Class 9 contains 11646 members 
Mstep: Class 10 contains 145788 members 
Mstep: Class 11 contains 44704 members 
Mstep: Class 12 contains 51392 members 
Mstep: Class 13 contains 24180 members 
Mstep: Class 14 contains 35466 members 
Mstep: Class 15 contains 177560 members 
Mstep: Class 16 contains 61369 members 
Mstep: Class 17 contains 200805 members 
Mstep: Class 18 contains 3633 members 
Mstep: Class 19 contains 5019 members 
Mstep: Class 20 contains 148307 members 
Mstep: Class 21 contains 9222 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 164240 members 
Mstep: Class 24 contains 20074 members 
Mstep: Class 25 contains 15782 members 
Mstep: Class 26 contains 4557 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 8674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050640.000000 Penalty: 97997.882812
Iteration 62Q: 29 clusters Score -1.560506e+08 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 36016 members 
Mstep: Class 3 contains 12643 members 
Mstep: Class 4 contains 96183 members 
Mstep: Class 5 contains 16452 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 19457 members 
Mstep: Class 8 contains 3208 members 
Mstep: Class 9 contains 11725 members 
Mstep: Class 10 contains 146442 members 
Mstep: Class 11 contains 44530 members 
Mstep: Class 12 contains 51406 members 
Mstep: Class 13 contains 24189 members 
Mstep: Class 14 contains 35434 members 
Mstep: Class 15 contains 177582 members 
Mstep: Class 16 contains 61336 members 
Mstep: Class 17 contains 200839 members 
Mstep: Class 18 contains 3621 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 147697 members 
Mstep: Class 21 contains 9224 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 164033 members 
Mstep: Class 24 contains 20089 members 
Mstep: Class 25 contains 15941 members 
Mstep: Class 26 contains 4558 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 8713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050864.000000 Penalty: 97997.882812
Iteration 63Q: 29 clusters Score -1.560509e+08 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 35997 members 
Mstep: Class 3 contains 12636 members 
Mstep: Class 4 contains 96175 members 
Mstep: Class 5 contains 16586 members 
Mstep: Class 6 contains 10323 members 
Mstep: Class 7 contains 19381 members 
Mstep: Class 8 contains 3212 members 
Mstep: Class 9 contains 11788 members 
Mstep: Class 10 contains 147113 members 
Mstep: Class 11 contains 44387 members 
Mstep: Class 12 contains 51420 members 
Mstep: Class 13 contains 24195 members 
Mstep: Class 14 contains 35417 members 
Mstep: Class 15 contains 177593 members 
Mstep: Class 16 contains 61300 members 
Mstep: Class 17 contains 200871 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 5019 members 
Mstep: Class 20 contains 147070 members 
Mstep: Class 21 contains 9229 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 163860 members 
Mstep: Class 24 contains 20111 members 
Mstep: Class 25 contains 16086 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051136.000000 Penalty: 97997.882812
Iteration 64Q: 29 clusters Score -1.560511e+08 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 36008 members 
Mstep: Class 3 contains 12628 members 
Mstep: Class 4 contains 96169 members 
Mstep: Class 5 contains 16718 members 
Mstep: Class 6 contains 10323 members 
Mstep: Class 7 contains 19315 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 11850 members 
Mstep: Class 10 contains 147692 members 
Mstep: Class 11 contains 44250 members 
Mstep: Class 12 contains 51422 members 
Mstep: Class 13 contains 24193 members 
Mstep: Class 14 contains 35407 members 
Mstep: Class 15 contains 177607 members 
Mstep: Class 16 contains 61263 members 
Mstep: Class 17 contains 200929 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 5019 members 
Mstep: Class 20 contains 146510 members 
Mstep: Class 21 contains 9228 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 163679 members 
Mstep: Class 24 contains 20126 members 
Mstep: Class 25 contains 16214 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 8773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051568.000000 Penalty: 97997.882812
Iteration 65Q: 29 clusters Score -1.560516e+08 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 36005 members 
Mstep: Class 3 contains 12624 members 
Mstep: Class 4 contains 96167 members 
Mstep: Class 5 contains 16865 members 
Mstep: Class 6 contains 10324 members 
Mstep: Class 7 contains 19247 members 
Mstep: Class 8 contains 3215 members 
Mstep: Class 9 contains 11904 members 
Mstep: Class 10 contains 148202 members 
Mstep: Class 11 contains 44122 members 
Mstep: Class 12 contains 51412 members 
Mstep: Class 13 contains 24182 members 
Mstep: Class 14 contains 35398 members 
Mstep: Class 15 contains 177621 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 17 contains 201017 members 
Mstep: Class 18 contains 3572 members 
Mstep: Class 19 contains 5016 members 
Mstep: Class 20 contains 145969 members 
Mstep: Class 21 contains 9221 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 163511 members 
Mstep: Class 24 contains 20144 members 
Mstep: Class 25 contains 16360 members 
Mstep: Class 26 contains 4562 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 8796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051792.000000 Penalty: 97997.882812
Iteration 66Q: 29 clusters Score -1.560518e+08 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 36014 members 
Mstep: Class 3 contains 12620 members 
Mstep: Class 4 contains 96173 members 
Mstep: Class 5 contains 16996 members 
Mstep: Class 6 contains 10323 members 
Mstep: Class 7 contains 19177 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 148588 members 
Mstep: Class 11 contains 44016 members 
Mstep: Class 12 contains 51381 members 
Mstep: Class 13 contains 24182 members 
Mstep: Class 14 contains 35375 members 
Mstep: Class 15 contains 177655 members 
Mstep: Class 16 contains 61198 members 
Mstep: Class 17 contains 201088 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 5014 members 
Mstep: Class 20 contains 145519 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 163336 members 
Mstep: Class 24 contains 20171 members 
Mstep: Class 25 contains 16519 members 
Mstep: Class 26 contains 4562 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 8810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156051888.000000 Penalty: 97997.882812
Iteration 67Q: 29 clusters Score -1.560519e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 36002 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 96174 members 
Mstep: Class 5 contains 17092 members 
Mstep: Class 6 contains 10323 members 
Mstep: Class 7 contains 19095 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 12018 members 
Mstep: Class 10 contains 148913 members 
Mstep: Class 11 contains 43904 members 
Mstep: Class 12 contains 51394 members 
Mstep: Class 13 contains 24195 members 
Mstep: Class 14 contains 35353 members 
Mstep: Class 15 contains 177665 members 
Mstep: Class 16 contains 61173 members 
Mstep: Class 17 contains 201191 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 5011 members 
Mstep: Class 20 contains 145111 members 
Mstep: Class 21 contains 9218 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 163204 members 
Mstep: Class 24 contains 20201 members 
Mstep: Class 25 contains 16673 members 
Mstep: Class 26 contains 4563 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 8820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052576.000000 Penalty: 97997.882812
Iteration 68Q: 29 clusters Score -1.560526e+08 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 35973 members 
Mstep: Class 3 contains 12603 members 
Mstep: Class 4 contains 96173 members 
Mstep: Class 5 contains 17167 members 
Mstep: Class 6 contains 10323 members 
Mstep: Class 7 contains 19038 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 12067 members 
Mstep: Class 10 contains 149201 members 
Mstep: Class 11 contains 43797 members 
Mstep: Class 12 contains 51380 members 
Mstep: Class 13 contains 24213 members 
Mstep: Class 14 contains 35341 members 
Mstep: Class 15 contains 177705 members 
Mstep: Class 16 contains 61143 members 
Mstep: Class 17 contains 201277 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 5011 members 
Mstep: Class 20 contains 144764 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 163087 members 
Mstep: Class 24 contains 20225 members 
Mstep: Class 25 contains 16809 members 
Mstep: Class 26 contains 4564 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 8832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052256.000000 Penalty: 97997.882812
Iteration 69Q: 29 clusters Score -1.560523e+08 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 35944 members 
Mstep: Class 3 contains 12595 members 
Mstep: Class 4 contains 96166 members 
Mstep: Class 5 contains 17238 members 
Mstep: Class 6 contains 10325 members 
Mstep: Class 7 contains 18979 members 
Mstep: Class 8 contains 3242 members 
Mstep: Class 9 contains 12114 members 
Mstep: Class 10 contains 149361 members 
Mstep: Class 11 contains 43689 members 
Mstep: Class 12 contains 51376 members 
Mstep: Class 13 contains 24225 members 
Mstep: Class 14 contains 35326 members 
Mstep: Class 15 contains 177748 members 
Mstep: Class 16 contains 61123 members 
Mstep: Class 17 contains 201328 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 5012 members 
Mstep: Class 20 contains 144530 members 
Mstep: Class 21 contains 9214 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 163010 members 
Mstep: Class 24 contains 20247 members 
Mstep: Class 25 contains 16945 members 
Mstep: Class 26 contains 4565 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 8840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052080.000000 Penalty: 97997.882812
Iteration 70Q: 29 clusters Score -1.560521e+08 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 35941 members 
Mstep: Class 3 contains 12590 members 
Mstep: Class 4 contains 96158 members 
Mstep: Class 5 contains 17314 members 
Mstep: Class 6 contains 10325 members 
Mstep: Class 7 contains 18912 members 
Mstep: Class 8 contains 3247 members 
Mstep: Class 9 contains 12154 members 
Mstep: Class 10 contains 149483 members 
Mstep: Class 11 contains 43611 members 
Mstep: Class 12 contains 51404 members 
Mstep: Class 13 contains 24229 members 
Mstep: Class 14 contains 35305 members 
Mstep: Class 15 contains 177772 members 
Mstep: Class 16 contains 61109 members 
Mstep: Class 17 contains 201352 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 5012 members 
Mstep: Class 20 contains 144302 members 
Mstep: Class 21 contains 9221 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 162934 members 
Mstep: Class 24 contains 20278 members 
Mstep: Class 25 contains 17075 members 
Mstep: Class 26 contains 4565 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 8851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052176.000000 Penalty: 97997.882812
Iteration 71Q: 29 clusters Score -1.560522e+08 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 35932 members 
Mstep: Class 3 contains 12588 members 
Mstep: Class 4 contains 96154 members 
Mstep: Class 5 contains 17386 members 
Mstep: Class 6 contains 10325 members 
Mstep: Class 7 contains 18853 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 12206 members 
Mstep: Class 10 contains 149480 members 
Mstep: Class 11 contains 43523 members 
Mstep: Class 12 contains 51411 members 
Mstep: Class 13 contains 24231 members 
Mstep: Class 14 contains 35283 members 
Mstep: Class 15 contains 177797 members 
Mstep: Class 16 contains 61098 members 
Mstep: Class 17 contains 201402 members 
Mstep: Class 18 contains 3521 members 
Mstep: Class 19 contains 5012 members 
Mstep: Class 20 contains 144215 members 
Mstep: Class 21 contains 9219 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 162844 members 
Mstep: Class 24 contains 20305 members 
Mstep: Class 25 contains 17199 members 
Mstep: Class 26 contains 4565 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 8866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052528.000000 Penalty: 97997.882812
Iteration 72Q: 29 clusters Score -1.560525e+08 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 35919 members 
Mstep: Class 3 contains 12586 members 
Mstep: Class 4 contains 96140 members 
Mstep: Class 5 contains 17450 members 
Mstep: Class 6 contains 10323 members 
Mstep: Class 7 contains 18799 members 
Mstep: Class 8 contains 3269 members 
Mstep: Class 9 contains 12259 members 
Mstep: Class 10 contains 149326 members 
Mstep: Class 11 contains 43454 members 
Mstep: Class 12 contains 51408 members 
Mstep: Class 13 contains 24237 members 
Mstep: Class 14 contains 35278 members 
Mstep: Class 15 contains 177812 members 
Mstep: Class 16 contains 61090 members 
Mstep: Class 17 contains 201485 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 5012 members 
Mstep: Class 20 contains 144239 members 
Mstep: Class 21 contains 9211 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 162756 members 
Mstep: Class 24 contains 20330 members 
Mstep: Class 25 contains 17338 members 
Mstep: Class 26 contains 4565 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 8878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052496.000000 Penalty: 97997.882812
Iteration 73Q: 29 clusters Score -1.560525e+08 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 35902 members 
Mstep: Class 3 contains 12587 members 
Mstep: Class 4 contains 96136 members 
Mstep: Class 5 contains 17505 members 
Mstep: Class 6 contains 10323 members 
Mstep: Class 7 contains 18734 members 
Mstep: Class 8 contains 3278 members 
Mstep: Class 9 contains 12314 members 
Mstep: Class 10 contains 149121 members 
Mstep: Class 11 contains 43375 members 
Mstep: Class 12 contains 51408 members 
Mstep: Class 13 contains 24243 members 
Mstep: Class 14 contains 35261 members 
Mstep: Class 15 contains 177832 members 
Mstep: Class 16 contains 61069 members 
Mstep: Class 17 contains 201599 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 5012 members 
Mstep: Class 20 contains 144337 members 
Mstep: Class 21 contains 9214 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 162650 members 
Mstep: Class 24 contains 20348 members 
Mstep: Class 25 contains 17468 members 
Mstep: Class 26 contains 4565 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 8888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052896.000000 Penalty: 97997.882812
Iteration 74Q: 29 clusters Score -1.560529e+08 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 35898 members 
Mstep: Class 3 contains 12579 members 
Mstep: Class 4 contains 96132 members 
Mstep: Class 5 contains 17575 members 
Mstep: Class 6 contains 10321 members 
Mstep: Class 7 contains 18689 members 
Mstep: Class 8 contains 3286 members 
Mstep: Class 9 contains 12360 members 
Mstep: Class 10 contains 148813 members 
Mstep: Class 11 contains 43318 members 
Mstep: Class 12 contains 51398 members 
Mstep: Class 13 contains 24248 members 
Mstep: Class 14 contains 35259 members 
Mstep: Class 15 contains 177873 members 
Mstep: Class 16 contains 61056 members 
Mstep: Class 17 contains 201669 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 5011 members 
Mstep: Class 20 contains 144550 members 
Mstep: Class 21 contains 9208 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 162534 members 
Mstep: Class 24 contains 20365 members 
Mstep: Class 25 contains 17570 members 
Mstep: Class 26 contains 4566 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 8896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052992.000000 Penalty: 97997.882812
Iteration 75Q: 29 clusters Score -1.56053e+08 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 35881 members 
Mstep: Class 3 contains 12569 members 
Mstep: Class 4 contains 96128 members 
Mstep: Class 5 contains 17619 members 
Mstep: Class 6 contains 10321 members 
Mstep: Class 7 contains 18653 members 
Mstep: Class 8 contains 3291 members 
Mstep: Class 9 contains 12405 members 
Mstep: Class 10 contains 148466 members 
Mstep: Class 11 contains 43249 members 
Mstep: Class 12 contains 51373 members 
Mstep: Class 13 contains 24252 members 
Mstep: Class 14 contains 35257 members 
Mstep: Class 15 contains 177886 members 
Mstep: Class 16 contains 61044 members 
Mstep: Class 17 contains 201775 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 144856 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 162413 members 
Mstep: Class 24 contains 20386 members 
Mstep: Class 25 contains 17662 members 
Mstep: Class 26 contains 4567 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 8904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053200.000000 Penalty: 97997.882812
Iteration 76Q: 29 clusters Score -1.560532e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 35870 members 
Mstep: Class 3 contains 12563 members 
Mstep: Class 4 contains 96125 members 
Mstep: Class 5 contains 17652 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 18610 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 12443 members 
Mstep: Class 10 contains 148051 members 
Mstep: Class 11 contains 43206 members 
Mstep: Class 12 contains 51358 members 
Mstep: Class 13 contains 24250 members 
Mstep: Class 14 contains 35256 members 
Mstep: Class 15 contains 177897 members 
Mstep: Class 16 contains 61032 members 
Mstep: Class 17 contains 201848 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 145263 members 
Mstep: Class 21 contains 9224 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 162275 members 
Mstep: Class 24 contains 20402 members 
Mstep: Class 25 contains 17746 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 8914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053584.000000 Penalty: 97997.882812
Iteration 77Q: 29 clusters Score -1.560536e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 35853 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 96122 members 
Mstep: Class 5 contains 17690 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 18571 members 
Mstep: Class 8 contains 3305 members 
Mstep: Class 9 contains 12482 members 
Mstep: Class 10 contains 147552 members 
Mstep: Class 11 contains 43180 members 
Mstep: Class 12 contains 51357 members 
Mstep: Class 13 contains 24252 members 
Mstep: Class 14 contains 35254 members 
Mstep: Class 15 contains 177925 members 
Mstep: Class 16 contains 61028 members 
Mstep: Class 17 contains 201908 members 
Mstep: Class 18 contains 3481 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 145736 members 
Mstep: Class 21 contains 9225 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 162155 members 
Mstep: Class 24 contains 20418 members 
Mstep: Class 25 contains 17801 members 
Mstep: Class 26 contains 4571 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 8919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053760.000000 Penalty: 97997.882812
Iteration 78Q: 29 clusters Score -1.560538e+08 nChanged 2101
Entering ConstructFrom: 
Score: -156053760.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (14139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Entering Unmasked Estep 
Score: -1653613.500000 Penalty: 2370.059570
	Iteration 0F: 2 clusters Score -1653614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1643324.375000 Penalty: 4740.119141
	Iteration 0F: 3 clusters Score -1643324 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1646605.500000 Penalty: 4740.119141
	Iteration 1F: 3 clusters Score -1646606 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1646962.250000 Penalty: 4740.119141
	Iteration 2F: 3 clusters Score -1646962 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1647264.000000 Penalty: 4740.119141
	Iteration 3F: 3 clusters Score -1647264 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1647561.125000 Penalty: 4740.119141
	Iteration 4Q: 3 clusters Score -1647561 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1647905.875000 Penalty: 4740.119141
	Iteration 5Q: 3 clusters Score -1647906 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1648338.125000 Penalty: 4740.119141
	Iteration 6F: 3 clusters Score -1648338 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1648877.375000 Penalty: 4740.119141
	Iteration 7F: 3 clusters Score -1648877 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1649458.625000 Penalty: 4740.119141
	Iteration 8F: 3 clusters Score -1649459 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1650081.875000 Penalty: 4740.119141
	Iteration 9F: 3 clusters Score -1650082 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1650601.250000 Penalty: 4740.119141
	Iteration 10Q: 3 clusters Score -1650601 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1650987.250000 Penalty: 4740.119141
	Iteration 11Q: 3 clusters Score -1650987 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1651248.000000 Penalty: 4740.119141
	Iteration 12Q: 3 clusters Score -1651248 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1651434.250000 Penalty: 4740.119141
	Iteration 13Q: 3 clusters Score -1651434 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1651539.375000 Penalty: 4740.119141
	Iteration 14Q: 3 clusters Score -1651539 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1651628.875000 Penalty: 4740.119141
	Iteration 15Q: 3 clusters Score -1651629 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1651681.625000 Penalty: 4740.119141
	Iteration 16Q: 3 clusters Score -1651682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1651715.625000 Penalty: 4740.119141
	Iteration 17Q: 3 clusters Score -1651716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1651740.375000 Penalty: 4740.119141
	Iteration 18Q: 3 clusters Score -1651740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1651757.250000 Penalty: 4740.119141
	Iteration 19Q: 3 clusters Score -1651757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1651783.000000 Penalty: 4740.119141
	Iteration 20F: 3 clusters Score -1651783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1651792.750000 Penalty: 4740.119141
	Iteration 21Q: 3 clusters Score -1651793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1651808.250000 Penalty: 4740.119141
	Iteration 22Q: 3 clusters Score -1651808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1651816.500000 Penalty: 4740.119141
	Iteration 23Q: 3 clusters Score -1651816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1651825.875000 Penalty: 4740.119141
	Iteration 24Q: 3 clusters Score -1651826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1651832.375000 Penalty: 4740.119141
	Iteration 25Q: 3 clusters Score -1651832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1651842.250000 Penalty: 4740.119141
	Iteration 26Q: 3 clusters Score -1651842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1651848.125000 Penalty: 4740.119141
	Iteration 27Q: 3 clusters Score -1651848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1651850.000000 Penalty: 4740.119141
	Iteration 28Q: 3 clusters Score -1651850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1651851.125000 Penalty: 4740.119141
	Iteration 29Q: 3 clusters Score -1651851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1651852.625000 Penalty: 4740.119141
	Iteration 30Q: 3 clusters Score -1651853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1651855.125000 Penalty: 4740.119141
	Iteration 31Q: 3 clusters Score -1651855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1651860.875000 Penalty: 4740.119141
	Iteration 32Q: 3 clusters Score -1651861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1651861.375000 Penalty: 4740.119141
	Iteration 33Q: 3 clusters Score -1651861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1651861.625000 Penalty: 4740.119141
	Iteration 34Q: 3 clusters Score -1651862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1651861.500000 Penalty: 4740.119141
	Iteration 35Q: 3 clusters Score -1651862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1651861.500000 Penalty: 4740.119141
	Iteration 36F: 3 clusters Score -1651862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Entering Unmasked Estep 
Score: -4287709.500000 Penalty: 2600.641357
	Iteration 0F: 2 clusters Score -4287710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -4263264.500000 Penalty: 5201.282715
	Iteration 0F: 3 clusters Score -4263264 nChanged 16327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -4272415.000000 Penalty: 5201.282715
	Iteration 1F: 3 clusters Score -4272415 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4273139.500000 Penalty: 5201.282715
	Iteration 2Q: 3 clusters Score -4273140 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4274206.500000 Penalty: 5201.282715
	Iteration 3F: 3 clusters Score -4274206 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -4275735.500000 Penalty: 5201.282715
	Iteration 4F: 3 clusters Score -4275736 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -4277818.500000 Penalty: 5201.282715
	Iteration 5F: 3 clusters Score -4277818 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -4280073.500000 Penalty: 5201.282715
	Iteration 6F: 3 clusters Score -4280074 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -4282017.500000 Penalty: 5201.282715
	Iteration 7F: 3 clusters Score -4282018 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -4283439.000000 Penalty: 5201.282715
	Iteration 8Q: 3 clusters Score -4283439 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -4284241.000000 Penalty: 5201.282715
	Iteration 9Q: 3 clusters Score -4284241 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -4284682.500000 Penalty: 5201.282715
	Iteration 10Q: 3 clusters Score -4284682 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4284949.000000 Penalty: 5201.282715
	Iteration 11Q: 3 clusters Score -4284949 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -4285138.000000 Penalty: 5201.282715
	Iteration 12Q: 3 clusters Score -4285138 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4285278.000000 Penalty: 5201.282715
	Iteration 13Q: 3 clusters Score -4285278 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4285405.000000 Penalty: 5201.282715
	Iteration 14Q: 3 clusters Score -4285405 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4285538.500000 Penalty: 5201.282715
	Iteration 15Q: 3 clusters Score -4285538 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4285618.000000 Penalty: 5201.282715
	Iteration 16Q: 3 clusters Score -4285618 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4285686.000000 Penalty: 5201.282715
	Iteration 17Q: 3 clusters Score -4285686 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4285762.500000 Penalty: 5201.282715
	Iteration 18Q: 3 clusters Score -4285762 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4285827.500000 Penalty: 5201.282715
	Iteration 19Q: 3 clusters Score -4285828 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4285876.500000 Penalty: 5201.282715
	Iteration 20F: 3 clusters Score -4285876 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4285917.000000 Penalty: 5201.282715
	Iteration 21Q: 3 clusters Score -4285917 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4285958.500000 Penalty: 5201.282715
	Iteration 22Q: 3 clusters Score -4285958 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4285974.500000 Penalty: 5201.282715
	Iteration 23Q: 3 clusters Score -4285974 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4286015.500000 Penalty: 5201.282715
	Iteration 24Q: 3 clusters Score -4286016 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4286039.000000 Penalty: 5201.282715
	Iteration 25Q: 3 clusters Score -4286039 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4286063.000000 Penalty: 5201.282715
	Iteration 26Q: 3 clusters Score -4286063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4286074.500000 Penalty: 5201.282715
	Iteration 27Q: 3 clusters Score -4286074 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4286091.500000 Penalty: 5201.282715
	Iteration 28Q: 3 clusters Score -4286092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4286108.000000 Penalty: 5201.282715
	Iteration 29Q: 3 clusters Score -4286108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4286117.500000 Penalty: 5201.282715
	Iteration 30Q: 3 clusters Score -4286118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4286128.500000 Penalty: 5201.282715
	Iteration 31Q: 3 clusters Score -4286128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4286145.000000 Penalty: 5201.282715
	Iteration 32Q: 3 clusters Score -4286145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4286147.000000 Penalty: 5201.282715
	Iteration 33Q: 3 clusters Score -4286147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4286151.500000 Penalty: 5201.282715
	Iteration 34Q: 3 clusters Score -4286152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4286152.500000 Penalty: 5201.282715
	Iteration 35Q: 3 clusters Score -4286152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4286154.500000 Penalty: 5201.282715
	Iteration 36Q: 3 clusters Score -4286154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4286154.500000 Penalty: 5201.282715
	Iteration 37Q: 3 clusters Score -4286154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4286157.500000 Penalty: 5201.282715
	Iteration 38Q: 3 clusters Score -4286158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4286158.500000 Penalty: 5201.282715
	Iteration 39Q: 3 clusters Score -4286158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4286157.500000 Penalty: 5201.282715
	Iteration 40F: 3 clusters Score -4286158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4286158.500000 Penalty: 5201.282715
	Iteration 41Q: 3 clusters Score -4286158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4286159.500000 Penalty: 5201.282715
	Iteration 42Q: 3 clusters Score -4286160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4286158.000000 Penalty: 5201.282715
	Iteration 43Q: 3 clusters Score -4286158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4286158.000000 Penalty: 5201.282715
	Iteration 44F: 3 clusters Score -4286158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Entering Unmasked Estep 
Score: -1462727.750000 Penalty: 2340.691650
	Iteration 0F: 2 clusters Score -1462728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1453485.125000 Penalty: 4681.383301
	Iteration 0F: 3 clusters Score -1453485 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1456599.750000 Penalty: 4681.383301
	Iteration 1F: 3 clusters Score -1456600 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1457172.000000 Penalty: 4681.383301
	Iteration 2F: 3 clusters Score -1457172 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1457655.750000 Penalty: 4681.383301
	Iteration 3F: 3 clusters Score -1457656 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1458079.500000 Penalty: 4681.383301
	Iteration 4F: 3 clusters Score -1458080 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1458498.875000 Penalty: 4681.383301
	Iteration 5F: 3 clusters Score -1458499 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1458855.000000 Penalty: 4681.383301
	Iteration 6F: 3 clusters Score -1458855 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1459153.375000 Penalty: 4681.383301
	Iteration 7Q: 3 clusters Score -1459153 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1459474.750000 Penalty: 4681.383301
	Iteration 8Q: 3 clusters Score -1459475 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1459795.250000 Penalty: 4681.383301
	Iteration 9Q: 3 clusters Score -1459795 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1460100.625000 Penalty: 4681.383301
	Iteration 10Q: 3 clusters Score -1460101 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1460327.875000 Penalty: 4681.383301
	Iteration 11Q: 3 clusters Score -1460328 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1460514.875000 Penalty: 4681.383301
	Iteration 12Q: 3 clusters Score -1460515 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1460656.875000 Penalty: 4681.383301
	Iteration 13Q: 3 clusters Score -1460657 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1460753.750000 Penalty: 4681.383301
	Iteration 14Q: 3 clusters Score -1460754 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1460817.500000 Penalty: 4681.383301
	Iteration 15Q: 3 clusters Score -1460818 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1460853.250000 Penalty: 4681.383301
	Iteration 16Q: 3 clusters Score -1460853 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1460889.375000 Penalty: 4681.383301
	Iteration 17Q: 3 clusters Score -1460889 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1460915.250000 Penalty: 4681.383301
	Iteration 18Q: 3 clusters Score -1460915 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1460938.500000 Penalty: 4681.383301
	Iteration 19Q: 3 clusters Score -1460938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1460957.125000 Penalty: 4681.383301
	Iteration 20F: 3 clusters Score -1460957 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1460982.000000 Penalty: 4681.383301
	Iteration 21Q: 3 clusters Score -1460982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1460997.750000 Penalty: 4681.383301
	Iteration 22Q: 3 clusters Score -1460998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1461020.750000 Penalty: 4681.383301
	Iteration 23Q: 3 clusters Score -1461021 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1461037.625000 Penalty: 4681.383301
	Iteration 24Q: 3 clusters Score -1461038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1461051.375000 Penalty: 4681.383301
	Iteration 25Q: 3 clusters Score -1461051 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1461066.250000 Penalty: 4681.383301
	Iteration 26Q: 3 clusters Score -1461066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1461080.875000 Penalty: 4681.383301
	Iteration 27Q: 3 clusters Score -1461081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1461094.500000 Penalty: 4681.383301
	Iteration 28Q: 3 clusters Score -1461094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1461110.250000 Penalty: 4681.383301
	Iteration 29Q: 3 clusters Score -1461110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1461112.625000 Penalty: 4681.383301
	Iteration 30Q: 3 clusters Score -1461113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1461123.000000 Penalty: 4681.383301
	Iteration 31Q: 3 clusters Score -1461123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1461126.125000 Penalty: 4681.383301
	Iteration 32Q: 3 clusters Score -1461126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1461134.625000 Penalty: 4681.383301
	Iteration 33Q: 3 clusters Score -1461135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1461137.375000 Penalty: 4681.383301
	Iteration 34Q: 3 clusters Score -1461137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1461138.500000 Penalty: 4681.383301
	Iteration 35Q: 3 clusters Score -1461138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1461137.750000 Penalty: 4681.383301
	Iteration 36Q: 3 clusters Score -1461138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1461140.125000 Penalty: 4681.383301
	Iteration 37Q: 3 clusters Score -1461140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1461142.500000 Penalty: 4681.383301
	Iteration 38Q: 3 clusters Score -1461142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1461152.625000 Penalty: 4681.383301
	Iteration 39Q: 3 clusters Score -1461153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1461152.750000 Penalty: 4681.383301
	Iteration 40F: 3 clusters Score -1461153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1461161.750000 Penalty: 4681.383301
	Iteration 41Q: 3 clusters Score -1461162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1461161.750000 Penalty: 4681.383301
	Iteration 42Q: 3 clusters Score -1461162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1461165.375000 Penalty: 4681.383301
	Iteration 43Q: 3 clusters Score -1461165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1461164.750000 Penalty: 4681.383301
	Iteration 44Q: 3 clusters Score -1461165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1461166.250000 Penalty: 4681.383301
	Iteration 45Q: 3 clusters Score -1461166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1461166.625000 Penalty: 4681.383301
	Iteration 46Q: 3 clusters Score -1461167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1461166.625000 Penalty: 4681.383301
	Iteration 47F: 3 clusters Score -1461167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (96118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Entering Unmasked Estep 
Score: -11464598.000000 Penalty: 2845.386230
	Iteration 0F: 2 clusters Score -1.14646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -11400175.000000 Penalty: 5690.772461
	Iteration 0F: 3 clusters Score -1.140018e+07 nChanged 45363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -11426265.000000 Penalty: 5690.772461
	Iteration 1F: 3 clusters Score -1.142626e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -11427155.000000 Penalty: 5690.772461
	Iteration 2Q: 3 clusters Score -1.142716e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -11427932.000000 Penalty: 5690.772461
	Iteration 3Q: 3 clusters Score -1.142793e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -11428812.000000 Penalty: 5690.772461
	Iteration 4Q: 3 clusters Score -1.142881e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -11429910.000000 Penalty: 5690.772461
	Iteration 5Q: 3 clusters Score -1.142991e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -11431085.000000 Penalty: 5690.772461
	Iteration 6Q: 3 clusters Score -1.143108e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -11432523.000000 Penalty: 5690.772461
	Iteration 7Q: 3 clusters Score -1.143252e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -11434226.000000 Penalty: 5690.772461
	Iteration 8Q: 3 clusters Score -1.143423e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -11436418.000000 Penalty: 5690.772461
	Iteration 9F: 3 clusters Score -1.143642e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -11439086.000000 Penalty: 5690.772461
	Iteration 10F: 3 clusters Score -1.143909e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66577 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -11442437.000000 Penalty: 5690.772461
	Iteration 11F: 3 clusters Score -1.144244e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -11446137.000000 Penalty: 5690.772461
	Iteration 12F: 3 clusters Score -1.144614e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -11449789.000000 Penalty: 5690.772461
	Iteration 13F: 3 clusters Score -1.144979e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81941 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -11453155.000000 Penalty: 5690.772461
	Iteration 14F: 3 clusters Score -1.145316e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -11456145.000000 Penalty: 5690.772461
	Iteration 15Q: 3 clusters Score -1.145614e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -11458416.000000 Penalty: 5690.772461
	Iteration 16Q: 3 clusters Score -1.145842e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91488 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -11460042.000000 Penalty: 5690.772461
	Iteration 17Q: 3 clusters Score -1.146004e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -11461079.000000 Penalty: 5690.772461
	Iteration 18Q: 3 clusters Score -1.146108e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -11461668.000000 Penalty: 5690.772461
	Iteration 19Q: 3 clusters Score -1.146167e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94376 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11461975.000000 Penalty: 5690.772461
	Iteration 20F: 3 clusters Score -1.146198e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11462190.000000 Penalty: 5690.772461
	Iteration 21Q: 3 clusters Score -1.146219e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11462282.000000 Penalty: 5690.772461
	Iteration 22Q: 3 clusters Score -1.146228e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95005 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -11462374.000000 Penalty: 5690.772461
	Iteration 23Q: 3 clusters Score -1.146237e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95066 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11462417.000000 Penalty: 5690.772461
	Iteration 24Q: 3 clusters Score -1.146242e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95122 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11462447.000000 Penalty: 5690.772461
	Iteration 25Q: 3 clusters Score -1.146245e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95173 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11462489.000000 Penalty: 5690.772461
	Iteration 26Q: 3 clusters Score -1.146249e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -11462515.000000 Penalty: 5690.772461
	Iteration 27Q: 3 clusters Score -1.146252e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95214 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11462538.000000 Penalty: 5690.772461
	Iteration 28Q: 3 clusters Score -1.146254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95227 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -11462546.000000 Penalty: 5690.772461
	Iteration 29Q: 3 clusters Score -1.146255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95235 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11462550.000000 Penalty: 5690.772461
	Iteration 30Q: 3 clusters Score -1.146255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95245 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -11462549.000000 Penalty: 5690.772461
	Iteration 31Q: 3 clusters Score -1.146255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95256 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11462558.000000 Penalty: 5690.772461
	Iteration 32Q: 3 clusters Score -1.146256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11462559.000000 Penalty: 5690.772461
	Iteration 33Q: 3 clusters Score -1.146256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11462571.000000 Penalty: 5690.772461
	Iteration 34Q: 3 clusters Score -1.146257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95263 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11462570.000000 Penalty: 5690.772461
	Iteration 35Q: 3 clusters Score -1.146257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95268 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11462582.000000 Penalty: 5690.772461
	Iteration 36Q: 3 clusters Score -1.146258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11462584.000000 Penalty: 5690.772461
	Iteration 37Q: 3 clusters Score -1.146258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95278 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11462585.000000 Penalty: 5690.772461
	Iteration 38Q: 3 clusters Score -1.146258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -11462579.000000 Penalty: 5690.772461
	Iteration 39Q: 3 clusters Score -1.146258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11462592.000000 Penalty: 5690.772461
	Iteration 40F: 3 clusters Score -1.146259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95299 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11462589.000000 Penalty: 5690.772461
	Iteration 41Q: 3 clusters Score -1.146259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95304 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11462599.000000 Penalty: 5690.772461
	Iteration 42Q: 3 clusters Score -1.14626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95307 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11462604.000000 Penalty: 5690.772461
	Iteration 43Q: 3 clusters Score -1.14626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11462613.000000 Penalty: 5690.772461
	Iteration 44Q: 3 clusters Score -1.146261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95312 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -11462619.000000 Penalty: 5690.772461
	Iteration 45Q: 3 clusters Score -1.146262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11462630.000000 Penalty: 5690.772461
	Iteration 46Q: 3 clusters Score -1.146263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11462620.000000 Penalty: 5690.772461
	Iteration 47Q: 3 clusters Score -1.146262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11462641.000000 Penalty: 5690.772461
	Iteration 48Q: 3 clusters Score -1.146264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95322 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -11462639.000000 Penalty: 5690.772461
	Iteration 49Q: 3 clusters Score -1.146264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95325 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -11462658.000000 Penalty: 5690.772461
	Iteration 50Q: 3 clusters Score -1.146266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95332 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -11462654.000000 Penalty: 5690.772461
	Iteration 51Q: 3 clusters Score -1.146265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95339 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11462656.000000 Penalty: 5690.772461
	Iteration 52Q: 3 clusters Score -1.146266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95345 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11462660.000000 Penalty: 5690.772461
	Iteration 53Q: 3 clusters Score -1.146266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95352 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11462666.000000 Penalty: 5690.772461
	Iteration 54Q: 3 clusters Score -1.146267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11462675.000000 Penalty: 5690.772461
	Iteration 55Q: 3 clusters Score -1.146268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11462681.000000 Penalty: 5690.772461
	Iteration 56Q: 3 clusters Score -1.146268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11462688.000000 Penalty: 5690.772461
	Iteration 57Q: 3 clusters Score -1.146269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -11462678.000000 Penalty: 5690.772461
	Iteration 58Q: 3 clusters Score -1.146268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11462668.000000 Penalty: 5690.772461
	Iteration 59Q: 3 clusters Score -1.146267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95366 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -11462693.000000 Penalty: 5690.772461
	Iteration 60F: 3 clusters Score -1.146269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95370 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -11462689.000000 Penalty: 5690.772461
	Iteration 61Q: 3 clusters Score -1.146269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95375 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -11462709.000000 Penalty: 5690.772461
	Iteration 62Q: 3 clusters Score -1.146271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95372 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -11462702.000000 Penalty: 5690.772461
	Iteration 63Q: 3 clusters Score -1.14627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11462700.000000 Penalty: 5690.772461
	Iteration 64Q: 3 clusters Score -1.14627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11462696.000000 Penalty: 5690.772461
	Iteration 65Q: 3 clusters Score -1.14627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11462709.000000 Penalty: 5690.772461
	Iteration 66Q: 3 clusters Score -1.146271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95385 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11462721.000000 Penalty: 5690.772461
	Iteration 67Q: 3 clusters Score -1.146272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11462717.000000 Penalty: 5690.772461
	Iteration 68Q: 3 clusters Score -1.146272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95385 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11462725.000000 Penalty: 5690.772461
	Iteration 69Q: 3 clusters Score -1.146272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11462720.000000 Penalty: 5690.772461
	Iteration 70Q: 3 clusters Score -1.146272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11462722.000000 Penalty: 5690.772461
	Iteration 71Q: 3 clusters Score -1.146272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11462726.000000 Penalty: 5690.772461
	Iteration 72Q: 3 clusters Score -1.146273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11462726.000000 Penalty: 5690.772461
	Iteration 73F: 3 clusters Score -1.146273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Entering Unmasked Estep 
Score: -2139135.750000 Penalty: 2425.879395
	Iteration 0F: 2 clusters Score -2139136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2126545.500000 Penalty: 4851.758789
	Iteration 0F: 3 clusters Score -2126546 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2130536.500000 Penalty: 4851.758789
	Iteration 1F: 3 clusters Score -2130536 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2130837.000000 Penalty: 4851.758789
	Iteration 2F: 3 clusters Score -2130837 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2131061.750000 Penalty: 4851.758789
	Iteration 3Q: 3 clusters Score -2131062 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2131253.500000 Penalty: 4851.758789
	Iteration 4Q: 3 clusters Score -2131254 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2131421.750000 Penalty: 4851.758789
	Iteration 5Q: 3 clusters Score -2131422 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2131592.750000 Penalty: 4851.758789
	Iteration 6Q: 3 clusters Score -2131593 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2131812.750000 Penalty: 4851.758789
	Iteration 7Q: 3 clusters Score -2131813 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2132085.250000 Penalty: 4851.758789
	Iteration 8Q: 3 clusters Score -2132085 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2132490.000000 Penalty: 4851.758789
	Iteration 9Q: 3 clusters Score -2132490 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2133052.500000 Penalty: 4851.758789
	Iteration 10F: 3 clusters Score -2133052 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2133837.250000 Penalty: 4851.758789
	Iteration 11F: 3 clusters Score -2133837 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2134717.500000 Penalty: 4851.758789
	Iteration 12F: 3 clusters Score -2134718 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2135552.500000 Penalty: 4851.758789
	Iteration 13F: 3 clusters Score -2135552 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2136243.750000 Penalty: 4851.758789
	Iteration 14Q: 3 clusters Score -2136244 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2136654.750000 Penalty: 4851.758789
	Iteration 15Q: 3 clusters Score -2136655 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2136873.250000 Penalty: 4851.758789
	Iteration 16Q: 3 clusters Score -2136873 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2136979.000000 Penalty: 4851.758789
	Iteration 17Q: 3 clusters Score -2136979 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2137038.000000 Penalty: 4851.758789
	Iteration 18Q: 3 clusters Score -2137038 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2137083.500000 Penalty: 4851.758789
	Iteration 19Q: 3 clusters Score -2137084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2137092.000000 Penalty: 4851.758789
	Iteration 20F: 3 clusters Score -2137092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2137104.000000 Penalty: 4851.758789
	Iteration 21Q: 3 clusters Score -2137104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2137115.500000 Penalty: 4851.758789
	Iteration 22Q: 3 clusters Score -2137116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2137119.750000 Penalty: 4851.758789
	Iteration 23Q: 3 clusters Score -2137120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2137130.000000 Penalty: 4851.758789
	Iteration 24Q: 3 clusters Score -2137130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2137129.750000 Penalty: 4851.758789
	Iteration 25Q: 3 clusters Score -2137130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2137137.250000 Penalty: 4851.758789
	Iteration 26Q: 3 clusters Score -2137137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2137139.250000 Penalty: 4851.758789
	Iteration 27Q: 3 clusters Score -2137139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2137138.000000 Penalty: 4851.758789
	Iteration 28Q: 3 clusters Score -2137138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2137141.250000 Penalty: 4851.758789
	Iteration 29Q: 3 clusters Score -2137141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2137142.250000 Penalty: 4851.758789
	Iteration 30Q: 3 clusters Score -2137142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2137143.000000 Penalty: 4851.758789
	Iteration 31Q: 3 clusters Score -2137143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2137146.500000 Penalty: 4851.758789
	Iteration 32Q: 3 clusters Score -2137146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2137149.000000 Penalty: 4851.758789
	Iteration 33Q: 3 clusters Score -2137149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2137148.500000 Penalty: 4851.758789
	Iteration 34Q: 3 clusters Score -2137148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2137151.500000 Penalty: 4851.758789
	Iteration 35Q: 3 clusters Score -2137152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2137153.250000 Penalty: 4851.758789
	Iteration 36Q: 3 clusters Score -2137153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2137156.250000 Penalty: 4851.758789
	Iteration 37Q: 3 clusters Score -2137156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2137158.000000 Penalty: 4851.758789
	Iteration 38Q: 3 clusters Score -2137158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2137159.750000 Penalty: 4851.758789
	Iteration 39Q: 3 clusters Score -2137160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2137158.250000 Penalty: 4851.758789
	Iteration 40F: 3 clusters Score -2137158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2137163.250000 Penalty: 4851.758789
	Iteration 41Q: 3 clusters Score -2137163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2137163.250000 Penalty: 4851.758789
	Iteration 42Q: 3 clusters Score -2137163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2137170.000000 Penalty: 4851.758789
	Iteration 43Q: 3 clusters Score -2137170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2137173.250000 Penalty: 4851.758789
	Iteration 44Q: 3 clusters Score -2137173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2137172.000000 Penalty: 4851.758789
	Iteration 45Q: 3 clusters Score -2137172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2137179.250000 Penalty: 4851.758789
	Iteration 46Q: 3 clusters Score -2137179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2137177.000000 Penalty: 4851.758789
	Iteration 47Q: 3 clusters Score -2137177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2137177.750000 Penalty: 4851.758789
	Iteration 48Q: 3 clusters Score -2137178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2137175.000000 Penalty: 4851.758789
	Iteration 49Q: 3 clusters Score -2137175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2137176.000000 Penalty: 4851.758789
	Iteration 50Q: 3 clusters Score -2137176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2137177.000000 Penalty: 4851.758789
	Iteration 51Q: 3 clusters Score -2137177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2137176.000000 Penalty: 4851.758789
	Iteration 52Q: 3 clusters Score -2137176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2137173.750000 Penalty: 4851.758789
	Iteration 53Q: 3 clusters Score -2137174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2137178.000000 Penalty: 4851.758789
	Iteration 54Q: 3 clusters Score -2137178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2137183.000000 Penalty: 4851.758789
	Iteration 55Q: 3 clusters Score -2137183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2137185.250000 Penalty: 4851.758789
	Iteration 56Q: 3 clusters Score -2137185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2137184.250000 Penalty: 4851.758789
	Iteration 57Q: 3 clusters Score -2137184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2137183.250000 Penalty: 4851.758789
	Iteration 58Q: 3 clusters Score -2137183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2137185.500000 Penalty: 4851.758789
	Iteration 59Q: 3 clusters Score -2137186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2137185.500000 Penalty: 4851.758789
	Iteration 60F: 3 clusters Score -2137186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Entering Unmasked Estep 
Score: -1202367.375000 Penalty: 2291.976074
	Iteration 0F: 2 clusters Score -1202367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1194615.000000 Penalty: 4583.952148
	Iteration 0F: 3 clusters Score -1194615 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1197117.750000 Penalty: 4583.952148
	Iteration 1F: 3 clusters Score -1197118 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1197677.625000 Penalty: 4583.952148
	Iteration 2F: 3 clusters Score -1197678 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1198255.000000 Penalty: 4583.952148
	Iteration 3F: 3 clusters Score -1198255 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1198895.625000 Penalty: 4583.952148
	Iteration 4F: 3 clusters Score -1198896 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1199541.250000 Penalty: 4583.952148
	Iteration 5F: 3 clusters Score -1199541 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1200111.000000 Penalty: 4583.952148
	Iteration 6F: 3 clusters Score -1200111 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1200497.000000 Penalty: 4583.952148
	Iteration 7F: 3 clusters Score -1200497 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1200719.375000 Penalty: 4583.952148
	Iteration 8Q: 3 clusters Score -1200719 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1200890.250000 Penalty: 4583.952148
	Iteration 9Q: 3 clusters Score -1200890 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1201014.875000 Penalty: 4583.952148
	Iteration 10Q: 3 clusters Score -1201015 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1201091.500000 Penalty: 4583.952148
	Iteration 11Q: 3 clusters Score -1201092 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1201145.500000 Penalty: 4583.952148
	Iteration 12Q: 3 clusters Score -1201146 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1201182.375000 Penalty: 4583.952148
	Iteration 13Q: 3 clusters Score -1201182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1201207.875000 Penalty: 4583.952148
	Iteration 14Q: 3 clusters Score -1201208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1201231.750000 Penalty: 4583.952148
	Iteration 15Q: 3 clusters Score -1201232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1201246.875000 Penalty: 4583.952148
	Iteration 16Q: 3 clusters Score -1201247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1201261.000000 Penalty: 4583.952148
	Iteration 17Q: 3 clusters Score -1201261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1201270.875000 Penalty: 4583.952148
	Iteration 18Q: 3 clusters Score -1201271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1201285.375000 Penalty: 4583.952148
	Iteration 19Q: 3 clusters Score -1201285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1201294.375000 Penalty: 4583.952148
	Iteration 20F: 3 clusters Score -1201294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1201303.375000 Penalty: 4583.952148
	Iteration 21Q: 3 clusters Score -1201303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1201307.250000 Penalty: 4583.952148
	Iteration 22Q: 3 clusters Score -1201307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1201310.875000 Penalty: 4583.952148
	Iteration 23Q: 3 clusters Score -1201311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1201312.125000 Penalty: 4583.952148
	Iteration 24Q: 3 clusters Score -1201312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1201317.625000 Penalty: 4583.952148
	Iteration 25Q: 3 clusters Score -1201318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1201320.875000 Penalty: 4583.952148
	Iteration 26Q: 3 clusters Score -1201321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1201321.125000 Penalty: 4583.952148
	Iteration 27Q: 3 clusters Score -1201321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1201322.750000 Penalty: 4583.952148
	Iteration 28Q: 3 clusters Score -1201323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1201329.000000 Penalty: 4583.952148
	Iteration 29Q: 3 clusters Score -1201329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1201334.000000 Penalty: 4583.952148
	Iteration 30Q: 3 clusters Score -1201334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1201334.875000 Penalty: 4583.952148
	Iteration 31Q: 3 clusters Score -1201335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1201335.125000 Penalty: 4583.952148
	Iteration 32Q: 3 clusters Score -1201335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1201337.250000 Penalty: 4583.952148
	Iteration 33Q: 3 clusters Score -1201337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1201339.500000 Penalty: 4583.952148
	Iteration 34Q: 3 clusters Score -1201340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1201343.625000 Penalty: 4583.952148
	Iteration 35Q: 3 clusters Score -1201344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1201343.625000 Penalty: 4583.952148
	Iteration 36Q: 3 clusters Score -1201344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1201345.000000 Penalty: 4583.952148
	Iteration 37Q: 3 clusters Score -1201345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1201348.000000 Penalty: 4583.952148
	Iteration 38Q: 3 clusters Score -1201348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1201348.875000 Penalty: 4583.952148
	Iteration 39Q: 3 clusters Score -1201349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1201351.250000 Penalty: 4583.952148
	Iteration 40F: 3 clusters Score -1201351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1201350.375000 Penalty: 4583.952148
	Iteration 41Q: 3 clusters Score -1201350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1201351.000000 Penalty: 4583.952148
	Iteration 42Q: 3 clusters Score -1201351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1201353.125000 Penalty: 4583.952148
	Iteration 43Q: 3 clusters Score -1201353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1201354.250000 Penalty: 4583.952148
	Iteration 44Q: 3 clusters Score -1201354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1201354.250000 Penalty: 4583.952148
	Iteration 45F: 3 clusters Score -1201354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Entering Unmasked Estep 
Score: -2219309.250000 Penalty: 2437.145508
	Iteration 0F: 2 clusters Score -2219309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2206123.750000 Penalty: 4874.291016
	Iteration 0F: 3 clusters Score -2206124 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2210494.000000 Penalty: 4874.291016
	Iteration 1F: 3 clusters Score -2210494 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2210873.250000 Penalty: 4874.291016
	Iteration 2F: 3 clusters Score -2210873 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2211178.000000 Penalty: 4874.291016
	Iteration 3Q: 3 clusters Score -2211178 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2211492.250000 Penalty: 4874.291016
	Iteration 4Q: 3 clusters Score -2211492 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2211854.750000 Penalty: 4874.291016
	Iteration 5Q: 3 clusters Score -2211855 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2212283.500000 Penalty: 4874.291016
	Iteration 6Q: 3 clusters Score -2212284 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2212868.500000 Penalty: 4874.291016
	Iteration 7F: 3 clusters Score -2212868 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2213704.500000 Penalty: 4874.291016
	Iteration 8F: 3 clusters Score -2213704 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2214631.500000 Penalty: 4874.291016
	Iteration 9F: 3 clusters Score -2214632 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2215580.750000 Penalty: 4874.291016
	Iteration 10F: 3 clusters Score -2215581 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2216270.500000 Penalty: 4874.291016
	Iteration 11Q: 3 clusters Score -2216270 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2216659.250000 Penalty: 4874.291016
	Iteration 12Q: 3 clusters Score -2216659 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2216869.000000 Penalty: 4874.291016
	Iteration 13Q: 3 clusters Score -2216869 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2216978.000000 Penalty: 4874.291016
	Iteration 14Q: 3 clusters Score -2216978 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2217060.500000 Penalty: 4874.291016
	Iteration 15Q: 3 clusters Score -2217060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2217103.750000 Penalty: 4874.291016
	Iteration 16Q: 3 clusters Score -2217104 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2217141.750000 Penalty: 4874.291016
	Iteration 17Q: 3 clusters Score -2217142 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2217170.000000 Penalty: 4874.291016
	Iteration 18Q: 3 clusters Score -2217170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2217192.750000 Penalty: 4874.291016
	Iteration 19Q: 3 clusters Score -2217193 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2217214.250000 Penalty: 4874.291016
	Iteration 20F: 3 clusters Score -2217214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2217231.000000 Penalty: 4874.291016
	Iteration 21Q: 3 clusters Score -2217231 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2217244.500000 Penalty: 4874.291016
	Iteration 22Q: 3 clusters Score -2217244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2217269.500000 Penalty: 4874.291016
	Iteration 23Q: 3 clusters Score -2217270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2217277.000000 Penalty: 4874.291016
	Iteration 24Q: 3 clusters Score -2217277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2217290.000000 Penalty: 4874.291016
	Iteration 25Q: 3 clusters Score -2217290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2217299.500000 Penalty: 4874.291016
	Iteration 26Q: 3 clusters Score -2217300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2217304.000000 Penalty: 4874.291016
	Iteration 27Q: 3 clusters Score -2217304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2217304.250000 Penalty: 4874.291016
	Iteration 28Q: 3 clusters Score -2217304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2217307.000000 Penalty: 4874.291016
	Iteration 29Q: 3 clusters Score -2217307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2217308.500000 Penalty: 4874.291016
	Iteration 30Q: 3 clusters Score -2217308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2217306.500000 Penalty: 4874.291016
	Iteration 31Q: 3 clusters Score -2217306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2217310.500000 Penalty: 4874.291016
	Iteration 32Q: 3 clusters Score -2217310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2217316.500000 Penalty: 4874.291016
	Iteration 33Q: 3 clusters Score -2217316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2217309.250000 Penalty: 4874.291016
	Iteration 34Q: 3 clusters Score -2217309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2217313.500000 Penalty: 4874.291016
	Iteration 35Q: 3 clusters Score -2217314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2217315.750000 Penalty: 4874.291016
	Iteration 36Q: 3 clusters Score -2217316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2217316.500000 Penalty: 4874.291016
	Iteration 37Q: 3 clusters Score -2217316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2217316.500000 Penalty: 4874.291016
	Iteration 38Q: 3 clusters Score -2217316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2217320.000000 Penalty: 4874.291016
	Iteration 39Q: 3 clusters Score -2217320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2217316.750000 Penalty: 4874.291016
	Iteration 40F: 3 clusters Score -2217317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2217321.000000 Penalty: 4874.291016
	Iteration 41Q: 3 clusters Score -2217321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2217322.000000 Penalty: 4874.291016
	Iteration 42Q: 3 clusters Score -2217322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2217325.500000 Penalty: 4874.291016
	Iteration 43Q: 3 clusters Score -2217326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2217323.000000 Penalty: 4874.291016
	Iteration 44Q: 3 clusters Score -2217323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2217325.500000 Penalty: 4874.291016
	Iteration 45Q: 3 clusters Score -2217326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2217327.750000 Penalty: 4874.291016
	Iteration 46Q: 3 clusters Score -2217328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2217326.500000 Penalty: 4874.291016
	Iteration 47Q: 3 clusters Score -2217326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2217326.500000 Penalty: 4874.291016
	Iteration 48F: 3 clusters Score -2217326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -383594.562500 Penalty: 2009.816650
	Iteration 0F: 2 clusters Score -383594.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -380116.281250 Penalty: 4019.633301
	Iteration 0F: 3 clusters Score -380116.3 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -380791.500000 Penalty: 4019.633301
	Iteration 1F: 3 clusters Score -380791.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -380972.625000 Penalty: 4019.633301
	Iteration 2F: 3 clusters Score -380972.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -381088.625000 Penalty: 4019.633301
	Iteration 3F: 3 clusters Score -381088.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -381148.093750 Penalty: 4019.633301
	Iteration 4Q: 3 clusters Score -381148.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -381196.343750 Penalty: 4019.633301
	Iteration 5Q: 3 clusters Score -381196.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -381228.656250 Penalty: 4019.633301
	Iteration 6Q: 3 clusters Score -381228.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -381244.250000 Penalty: 4019.633301
	Iteration 7Q: 3 clusters Score -381244.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -381259.187500 Penalty: 4019.633301
	Iteration 8Q: 3 clusters Score -381259.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -381274.218750 Penalty: 4019.633301
	Iteration 9Q: 3 clusters Score -381274.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -381284.625000 Penalty: 4019.633301
	Iteration 10Q: 3 clusters Score -381284.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -381293.468750 Penalty: 4019.633301
	Iteration 11Q: 3 clusters Score -381293.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -381298.218750 Penalty: 4019.633301
	Iteration 12Q: 3 clusters Score -381298.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -381303.562500 Penalty: 4019.633301
	Iteration 13Q: 3 clusters Score -381303.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -381308.250000 Penalty: 4019.633301
	Iteration 14Q: 3 clusters Score -381308.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -381312.500000 Penalty: 4019.633301
	Iteration 15Q: 3 clusters Score -381312.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -381317.125000 Penalty: 4019.633301
	Iteration 16Q: 3 clusters Score -381317.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -381320.156250 Penalty: 4019.633301
	Iteration 17Q: 3 clusters Score -381320.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -381322.281250 Penalty: 4019.633301
	Iteration 18Q: 3 clusters Score -381322.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -381327.062500 Penalty: 4019.633301
	Iteration 19Q: 3 clusters Score -381327.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -381330.781250 Penalty: 4019.633301
	Iteration 20F: 3 clusters Score -381330.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -381333.125000 Penalty: 4019.633301
	Iteration 21Q: 3 clusters Score -381333.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -381335.062500 Penalty: 4019.633301
	Iteration 22Q: 3 clusters Score -381335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -381335.125000 Penalty: 4019.633301
	Iteration 23Q: 3 clusters Score -381335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -381335.125000 Penalty: 4019.633301
	Iteration 24F: 3 clusters Score -381335.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Entering Unmasked Estep 
Score: -1470223.000000 Penalty: 2339.623047
	Iteration 0F: 2 clusters Score -1470223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1461059.500000 Penalty: 4679.246094
	Iteration 0F: 3 clusters Score -1461060 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1463873.750000 Penalty: 4679.246094
	Iteration 1F: 3 clusters Score -1463874 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1464341.375000 Penalty: 4679.246094
	Iteration 2F: 3 clusters Score -1464341 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1464720.125000 Penalty: 4679.246094
	Iteration 3F: 3 clusters Score -1464720 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1465025.125000 Penalty: 4679.246094
	Iteration 4F: 3 clusters Score -1465025 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1465264.000000 Penalty: 4679.246094
	Iteration 5Q: 3 clusters Score -1465264 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1465496.625000 Penalty: 4679.246094
	Iteration 6Q: 3 clusters Score -1465497 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1465723.750000 Penalty: 4679.246094
	Iteration 7Q: 3 clusters Score -1465724 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1465947.875000 Penalty: 4679.246094
	Iteration 8Q: 3 clusters Score -1465948 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1466174.000000 Penalty: 4679.246094
	Iteration 9Q: 3 clusters Score -1466174 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1466409.500000 Penalty: 4679.246094
	Iteration 10Q: 3 clusters Score -1466410 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1466634.125000 Penalty: 4679.246094
	Iteration 11Q: 3 clusters Score -1466634 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1466850.750000 Penalty: 4679.246094
	Iteration 12Q: 3 clusters Score -1466851 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1467057.125000 Penalty: 4679.246094
	Iteration 13Q: 3 clusters Score -1467057 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1467211.875000 Penalty: 4679.246094
	Iteration 14Q: 3 clusters Score -1467212 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1467345.000000 Penalty: 4679.246094
	Iteration 15Q: 3 clusters Score -1467345 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1467468.000000 Penalty: 4679.246094
	Iteration 16Q: 3 clusters Score -1467468 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1467562.750000 Penalty: 4679.246094
	Iteration 17Q: 3 clusters Score -1467563 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1467649.875000 Penalty: 4679.246094
	Iteration 18Q: 3 clusters Score -1467650 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1467744.250000 Penalty: 4679.246094
	Iteration 19Q: 3 clusters Score -1467744 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1467817.000000 Penalty: 4679.246094
	Iteration 20F: 3 clusters Score -1467817 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1467884.875000 Penalty: 4679.246094
	Iteration 21Q: 3 clusters Score -1467885 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1467944.500000 Penalty: 4679.246094
	Iteration 22Q: 3 clusters Score -1467944 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1468006.500000 Penalty: 4679.246094
	Iteration 23Q: 3 clusters Score -1468006 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1468076.750000 Penalty: 4679.246094
	Iteration 24Q: 3 clusters Score -1468077 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1468140.000000 Penalty: 4679.246094
	Iteration 25Q: 3 clusters Score -1468140 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1468201.250000 Penalty: 4679.246094
	Iteration 26Q: 3 clusters Score -1468201 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1468247.000000 Penalty: 4679.246094
	Iteration 27Q: 3 clusters Score -1468247 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1468278.125000 Penalty: 4679.246094
	Iteration 28Q: 3 clusters Score -1468278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1468304.500000 Penalty: 4679.246094
	Iteration 29Q: 3 clusters Score -1468304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1468330.750000 Penalty: 4679.246094
	Iteration 30Q: 3 clusters Score -1468331 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1468360.125000 Penalty: 4679.246094
	Iteration 31Q: 3 clusters Score -1468360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1468379.750000 Penalty: 4679.246094
	Iteration 32Q: 3 clusters Score -1468380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1468403.750000 Penalty: 4679.246094
	Iteration 33Q: 3 clusters Score -1468404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1468420.000000 Penalty: 4679.246094
	Iteration 34Q: 3 clusters Score -1468420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1468442.125000 Penalty: 4679.246094
	Iteration 35Q: 3 clusters Score -1468442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1468454.750000 Penalty: 4679.246094
	Iteration 36Q: 3 clusters Score -1468455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1468471.375000 Penalty: 4679.246094
	Iteration 37Q: 3 clusters Score -1468471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1468482.750000 Penalty: 4679.246094
	Iteration 38Q: 3 clusters Score -1468483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1468496.250000 Penalty: 4679.246094
	Iteration 39Q: 3 clusters Score -1468496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1468505.125000 Penalty: 4679.246094
	Iteration 40F: 3 clusters Score -1468505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1468510.125000 Penalty: 4679.246094
	Iteration 41Q: 3 clusters Score -1468510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1468514.875000 Penalty: 4679.246094
	Iteration 42Q: 3 clusters Score -1468515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1468519.500000 Penalty: 4679.246094
	Iteration 43Q: 3 clusters Score -1468520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1468529.000000 Penalty: 4679.246094
	Iteration 44Q: 3 clusters Score -1468529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1468533.125000 Penalty: 4679.246094
	Iteration 45Q: 3 clusters Score -1468533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1468534.750000 Penalty: 4679.246094
	Iteration 46Q: 3 clusters Score -1468535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1468537.375000 Penalty: 4679.246094
	Iteration 47Q: 3 clusters Score -1468537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1468539.125000 Penalty: 4679.246094
	Iteration 48Q: 3 clusters Score -1468539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1468541.125000 Penalty: 4679.246094
	Iteration 49Q: 3 clusters Score -1468541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1468540.875000 Penalty: 4679.246094
	Iteration 50Q: 3 clusters Score -1468541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1468545.000000 Penalty: 4679.246094
	Iteration 51Q: 3 clusters Score -1468545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1468549.875000 Penalty: 4679.246094
	Iteration 52Q: 3 clusters Score -1468550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1468545.750000 Penalty: 4679.246094
	Iteration 53Q: 3 clusters Score -1468546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1468546.500000 Penalty: 4679.246094
	Iteration 54Q: 3 clusters Score -1468546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1468547.125000 Penalty: 4679.246094
	Iteration 55Q: 3 clusters Score -1468547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1468547.125000 Penalty: 4679.246094
	Iteration 56F: 3 clusters Score -1468547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (147018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147018 members 
Entering Unmasked Estep 
Score: -17600510.000000 Penalty: 2950.781006
	Iteration 0F: 2 clusters Score -1.760051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -17502162.000000 Penalty: 5901.562012
	Iteration 0F: 3 clusters Score -1.750216e+07 nChanged 70221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -17543064.000000 Penalty: 5901.562012
	Iteration 1F: 3 clusters Score -1.754306e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -17544474.000000 Penalty: 5901.562012
	Iteration 2Q: 3 clusters Score -1.754447e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88425 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -17546820.000000 Penalty: 5901.562012
	Iteration 3Q: 3 clusters Score -1.754682e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -17551268.000000 Penalty: 5901.562012
	Iteration 4F: 3 clusters Score -1.755127e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108397 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -17559898.000000 Penalty: 5901.562012
	Iteration 5F: 3 clusters Score -1.75599e+07 nChanged 14235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122624 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -17573216.000000 Penalty: 5901.562012
	Iteration 6F: 3 clusters Score -1.757322e+07 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135563 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -17586640.000000 Penalty: 5901.562012
	Iteration 7F: 3 clusters Score -1.758664e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143177 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -17594490.000000 Penalty: 5901.562012
	Iteration 8F: 3 clusters Score -1.759449e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145899 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -17597042.000000 Penalty: 5901.562012
	Iteration 9Q: 3 clusters Score -1.759704e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146531 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -17597596.000000 Penalty: 5901.562012
	Iteration 10Q: 3 clusters Score -1.75976e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146666 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -17597726.000000 Penalty: 5901.562012
	Iteration 11Q: 3 clusters Score -1.759773e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146712 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -17597802.000000 Penalty: 5901.562012
	Iteration 12Q: 3 clusters Score -1.75978e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146747 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -17597876.000000 Penalty: 5901.562012
	Iteration 13Q: 3 clusters Score -1.759788e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146768 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -17597918.000000 Penalty: 5901.562012
	Iteration 14Q: 3 clusters Score -1.759792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146775 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17597938.000000 Penalty: 5901.562012
	Iteration 15Q: 3 clusters Score -1.759794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146782 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17597934.000000 Penalty: 5901.562012
	Iteration 16Q: 3 clusters Score -1.759793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146783 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -17597954.000000 Penalty: 5901.562012
	Iteration 17Q: 3 clusters Score -1.759795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146784 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17597978.000000 Penalty: 5901.562012
	Iteration 18Q: 3 clusters Score -1.759798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146785 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17597986.000000 Penalty: 5901.562012
	Iteration 19Q: 3 clusters Score -1.759799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146787 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -17597994.000000 Penalty: 5901.562012
	Iteration 20F: 3 clusters Score -1.759799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146790 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -17598000.000000 Penalty: 5901.562012
	Iteration 21Q: 3 clusters Score -1.7598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146792 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17597998.000000 Penalty: 5901.562012
	Iteration 22Q: 3 clusters Score -1.7598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146795 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17597998.000000 Penalty: 5901.562012
	Iteration 23Q: 3 clusters Score -1.7598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146796 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17598004.000000 Penalty: 5901.562012
	Iteration 24Q: 3 clusters Score -1.7598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146798 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17598006.000000 Penalty: 5901.562012
	Iteration 25Q: 3 clusters Score -1.759801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146799 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17598008.000000 Penalty: 5901.562012
	Iteration 26Q: 3 clusters Score -1.759801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146798 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17598008.000000 Penalty: 5901.562012
	Iteration 27Q: 3 clusters Score -1.759801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146798 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17598008.000000 Penalty: 5901.562012
	Iteration 28F: 3 clusters Score -1.759801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Entering Unmasked Estep 
Score: -4972544.500000 Penalty: 2646.724365
	Iteration 0F: 2 clusters Score -4972544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -4943272.500000 Penalty: 5293.448730
	Iteration 0F: 3 clusters Score -4943272 nChanged 19958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -4954185.000000 Penalty: 5293.448730
	Iteration 1F: 3 clusters Score -4954185 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4954893.000000 Penalty: 5293.448730
	Iteration 2Q: 3 clusters Score -4954893 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4955715.500000 Penalty: 5293.448730
	Iteration 3Q: 3 clusters Score -4955716 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -4957006.000000 Penalty: 5293.448730
	Iteration 4F: 3 clusters Score -4957006 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -4958886.000000 Penalty: 5293.448730
	Iteration 5F: 3 clusters Score -4958886 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -4961415.500000 Penalty: 5293.448730
	Iteration 6F: 3 clusters Score -4961416 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -4964368.500000 Penalty: 5293.448730
	Iteration 7F: 3 clusters Score -4964368 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -4967118.500000 Penalty: 5293.448730
	Iteration 8F: 3 clusters Score -4967118 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4968835.500000 Penalty: 5293.448730
	Iteration 9Q: 3 clusters Score -4968836 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4969649.500000 Penalty: 5293.448730
	Iteration 10Q: 3 clusters Score -4969650 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4969995.500000 Penalty: 5293.448730
	Iteration 11Q: 3 clusters Score -4969996 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4970153.000000 Penalty: 5293.448730
	Iteration 12Q: 3 clusters Score -4970153 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4970224.500000 Penalty: 5293.448730
	Iteration 13Q: 3 clusters Score -4970224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4970297.000000 Penalty: 5293.448730
	Iteration 14Q: 3 clusters Score -4970297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4970342.500000 Penalty: 5293.448730
	Iteration 15Q: 3 clusters Score -4970342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4970361.500000 Penalty: 5293.448730
	Iteration 16Q: 3 clusters Score -4970362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4970375.500000 Penalty: 5293.448730
	Iteration 17Q: 3 clusters Score -4970376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4970385.500000 Penalty: 5293.448730
	Iteration 18Q: 3 clusters Score -4970386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4970395.500000 Penalty: 5293.448730
	Iteration 19Q: 3 clusters Score -4970396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4970397.000000 Penalty: 5293.448730
	Iteration 20F: 3 clusters Score -4970397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4970407.000000 Penalty: 5293.448730
	Iteration 21Q: 3 clusters Score -4970407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4970413.000000 Penalty: 5293.448730
	Iteration 22Q: 3 clusters Score -4970413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4970417.000000 Penalty: 5293.448730
	Iteration 23Q: 3 clusters Score -4970417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4970425.500000 Penalty: 5293.448730
	Iteration 24Q: 3 clusters Score -4970426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4970429.000000 Penalty: 5293.448730
	Iteration 25Q: 3 clusters Score -4970429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4970434.500000 Penalty: 5293.448730
	Iteration 26Q: 3 clusters Score -4970434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4970432.000000 Penalty: 5293.448730
	Iteration 27Q: 3 clusters Score -4970432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4970434.000000 Penalty: 5293.448730
	Iteration 28Q: 3 clusters Score -4970434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4970451.500000 Penalty: 5293.448730
	Iteration 29Q: 3 clusters Score -4970452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4970461.500000 Penalty: 5293.448730
	Iteration 30Q: 3 clusters Score -4970462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4970463.000000 Penalty: 5293.448730
	Iteration 31Q: 3 clusters Score -4970463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4970459.000000 Penalty: 5293.448730
	Iteration 32Q: 3 clusters Score -4970459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4970459.500000 Penalty: 5293.448730
	Iteration 33Q: 3 clusters Score -4970460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4970459.500000 Penalty: 5293.448730
	Iteration 34F: 3 clusters Score -4970460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Entering Unmasked Estep 
Score: -6172761.000000 Penalty: 2689.955811
	Iteration 0F: 2 clusters Score -6172761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -6138177.000000 Penalty: 5379.911621
	Iteration 0F: 3 clusters Score -6138177 nChanged 23693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -6151204.500000 Penalty: 5379.911621
	Iteration 1F: 3 clusters Score -6151204 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6151985.000000 Penalty: 5379.911621
	Iteration 2Q: 3 clusters Score -6151985 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -6152890.500000 Penalty: 5379.911621
	Iteration 3Q: 3 clusters Score -6152890 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -6154084.000000 Penalty: 5379.911621
	Iteration 4Q: 3 clusters Score -6154084 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -6155900.500000 Penalty: 5379.911621
	Iteration 5F: 3 clusters Score -6155900 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -6158395.500000 Penalty: 5379.911621
	Iteration 6F: 3 clusters Score -6158396 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -6161534.000000 Penalty: 5379.911621
	Iteration 7F: 3 clusters Score -6161534 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -6164570.500000 Penalty: 5379.911621
	Iteration 8F: 3 clusters Score -6164570 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -6166925.500000 Penalty: 5379.911621
	Iteration 9F: 3 clusters Score -6166926 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -6168435.500000 Penalty: 5379.911621
	Iteration 10Q: 3 clusters Score -6168436 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6169268.000000 Penalty: 5379.911621
	Iteration 11Q: 3 clusters Score -6169268 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6169759.000000 Penalty: 5379.911621
	Iteration 12Q: 3 clusters Score -6169759 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6170031.000000 Penalty: 5379.911621
	Iteration 13Q: 3 clusters Score -6170031 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6170167.000000 Penalty: 5379.911621
	Iteration 14Q: 3 clusters Score -6170167 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6170270.000000 Penalty: 5379.911621
	Iteration 15Q: 3 clusters Score -6170270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6170320.000000 Penalty: 5379.911621
	Iteration 16Q: 3 clusters Score -6170320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6170336.500000 Penalty: 5379.911621
	Iteration 17Q: 3 clusters Score -6170336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6170374.500000 Penalty: 5379.911621
	Iteration 18Q: 3 clusters Score -6170374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6170391.000000 Penalty: 5379.911621
	Iteration 19Q: 3 clusters Score -6170391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6170402.500000 Penalty: 5379.911621
	Iteration 20F: 3 clusters Score -6170402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6170419.000000 Penalty: 5379.911621
	Iteration 21Q: 3 clusters Score -6170419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6170428.500000 Penalty: 5379.911621
	Iteration 22Q: 3 clusters Score -6170428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6170441.500000 Penalty: 5379.911621
	Iteration 23Q: 3 clusters Score -6170442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6170446.500000 Penalty: 5379.911621
	Iteration 24Q: 3 clusters Score -6170446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6170452.000000 Penalty: 5379.911621
	Iteration 25Q: 3 clusters Score -6170452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6170448.500000 Penalty: 5379.911621
	Iteration 26Q: 3 clusters Score -6170448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6170449.500000 Penalty: 5379.911621
	Iteration 27Q: 3 clusters Score -6170450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6170454.500000 Penalty: 5379.911621
	Iteration 28Q: 3 clusters Score -6170454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6170449.000000 Penalty: 5379.911621
	Iteration 29Q: 3 clusters Score -6170449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6170450.500000 Penalty: 5379.911621
	Iteration 30Q: 3 clusters Score -6170450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6170450.500000 Penalty: 5379.911621
	Iteration 31F: 3 clusters Score -6170450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Entering Unmasked Estep 
Score: -2836616.250000 Penalty: 2503.912109
	Iteration 0F: 2 clusters Score -2836616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2819728.000000 Penalty: 5007.824219
	Iteration 0F: 3 clusters Score -2819728 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2825544.250000 Penalty: 5007.824219
	Iteration 1F: 3 clusters Score -2825544 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2826014.750000 Penalty: 5007.824219
	Iteration 2F: 3 clusters Score -2826015 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2826389.000000 Penalty: 5007.824219
	Iteration 3Q: 3 clusters Score -2826389 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2826695.750000 Penalty: 5007.824219
	Iteration 4Q: 3 clusters Score -2826696 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2826990.000000 Penalty: 5007.824219
	Iteration 5Q: 3 clusters Score -2826990 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2827275.000000 Penalty: 5007.824219
	Iteration 6Q: 3 clusters Score -2827275 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2827581.000000 Penalty: 5007.824219
	Iteration 7Q: 3 clusters Score -2827581 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2827877.500000 Penalty: 5007.824219
	Iteration 8Q: 3 clusters Score -2827878 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2828126.000000 Penalty: 5007.824219
	Iteration 9Q: 3 clusters Score -2828126 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2828487.000000 Penalty: 5007.824219
	Iteration 10Q: 3 clusters Score -2828487 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2828893.750000 Penalty: 5007.824219
	Iteration 11Q: 3 clusters Score -2828894 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2829400.250000 Penalty: 5007.824219
	Iteration 12Q: 3 clusters Score -2829400 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2830026.000000 Penalty: 5007.824219
	Iteration 13Q: 3 clusters Score -2830026 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2830789.000000 Penalty: 5007.824219
	Iteration 14Q: 3 clusters Score -2830789 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2831666.250000 Penalty: 5007.824219
	Iteration 15Q: 3 clusters Score -2831666 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2832399.750000 Penalty: 5007.824219
	Iteration 16Q: 3 clusters Score -2832400 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2833040.500000 Penalty: 5007.824219
	Iteration 17Q: 3 clusters Score -2833040 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2833547.000000 Penalty: 5007.824219
	Iteration 18Q: 3 clusters Score -2833547 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2834057.750000 Penalty: 5007.824219
	Iteration 19Q: 3 clusters Score -2834058 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2834498.250000 Penalty: 5007.824219
	Iteration 20F: 3 clusters Score -2834498 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2834848.750000 Penalty: 5007.824219
	Iteration 21Q: 3 clusters Score -2834849 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2835099.250000 Penalty: 5007.824219
	Iteration 22Q: 3 clusters Score -2835099 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2835276.000000 Penalty: 5007.824219
	Iteration 23Q: 3 clusters Score -2835276 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2835385.250000 Penalty: 5007.824219
	Iteration 24Q: 3 clusters Score -2835385 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2835477.000000 Penalty: 5007.824219
	Iteration 25Q: 3 clusters Score -2835477 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2835527.500000 Penalty: 5007.824219
	Iteration 26Q: 3 clusters Score -2835528 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2835579.250000 Penalty: 5007.824219
	Iteration 27Q: 3 clusters Score -2835579 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2835617.000000 Penalty: 5007.824219
	Iteration 28Q: 3 clusters Score -2835617 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2835619.500000 Penalty: 5007.824219
	Iteration 29Q: 3 clusters Score -2835620 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2835624.000000 Penalty: 5007.824219
	Iteration 30Q: 3 clusters Score -2835624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2835642.000000 Penalty: 5007.824219
	Iteration 31Q: 3 clusters Score -2835642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2835655.000000 Penalty: 5007.824219
	Iteration 32Q: 3 clusters Score -2835655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2835652.250000 Penalty: 5007.824219
	Iteration 33Q: 3 clusters Score -2835652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2835659.750000 Penalty: 5007.824219
	Iteration 34Q: 3 clusters Score -2835660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2835658.250000 Penalty: 5007.824219
	Iteration 35Q: 3 clusters Score -2835658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2835660.000000 Penalty: 5007.824219
	Iteration 36Q: 3 clusters Score -2835660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2835664.750000 Penalty: 5007.824219
	Iteration 37Q: 3 clusters Score -2835665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2835667.000000 Penalty: 5007.824219
	Iteration 38Q: 3 clusters Score -2835667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2835665.500000 Penalty: 5007.824219
	Iteration 39Q: 3 clusters Score -2835666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2835661.250000 Penalty: 5007.824219
	Iteration 40F: 3 clusters Score -2835661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2835666.250000 Penalty: 5007.824219
	Iteration 41Q: 3 clusters Score -2835666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2835668.750000 Penalty: 5007.824219
	Iteration 42Q: 3 clusters Score -2835669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2835663.250000 Penalty: 5007.824219
	Iteration 43Q: 3 clusters Score -2835663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2835665.750000 Penalty: 5007.824219
	Iteration 44Q: 3 clusters Score -2835666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2835668.750000 Penalty: 5007.824219
	Iteration 45Q: 3 clusters Score -2835669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2835668.250000 Penalty: 5007.824219
	Iteration 46Q: 3 clusters Score -2835668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2835668.250000 Penalty: 5007.824219
	Iteration 47F: 3 clusters Score -2835668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Entering Unmasked Estep 
Score: -4189959.250000 Penalty: 2596.593750
	Iteration 0F: 2 clusters Score -4189959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -4166026.750000 Penalty: 5193.187500
	Iteration 0F: 3 clusters Score -4166027 nChanged 16056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -4174880.000000 Penalty: 5193.187500
	Iteration 1F: 3 clusters Score -4174880 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4175345.750000 Penalty: 5193.187500
	Iteration 2Q: 3 clusters Score -4175346 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -4175746.750000 Penalty: 5193.187500
	Iteration 3Q: 3 clusters Score -4175747 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -4176097.250000 Penalty: 5193.187500
	Iteration 4Q: 3 clusters Score -4176097 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -4176455.250000 Penalty: 5193.187500
	Iteration 5Q: 3 clusters Score -4176455 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4176821.250000 Penalty: 5193.187500
	Iteration 6Q: 3 clusters Score -4176821 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4177187.000000 Penalty: 5193.187500
	Iteration 7Q: 3 clusters Score -4177187 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4177609.750000 Penalty: 5193.187500
	Iteration 8Q: 3 clusters Score -4177610 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -4178125.250000 Penalty: 5193.187500
	Iteration 9Q: 3 clusters Score -4178125 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4178672.750000 Penalty: 5193.187500
	Iteration 10Q: 3 clusters Score -4178673 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4179317.500000 Penalty: 5193.187500
	Iteration 11Q: 3 clusters Score -4179318 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -4180036.500000 Penalty: 5193.187500
	Iteration 12Q: 3 clusters Score -4180036 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -4180913.500000 Penalty: 5193.187500
	Iteration 13Q: 3 clusters Score -4180914 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -4181912.000000 Penalty: 5193.187500
	Iteration 14Q: 3 clusters Score -4181912 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4182917.250000 Penalty: 5193.187500
	Iteration 15Q: 3 clusters Score -4182917 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -4183785.250000 Penalty: 5193.187500
	Iteration 16Q: 3 clusters Score -4183785 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -4184438.500000 Penalty: 5193.187500
	Iteration 17Q: 3 clusters Score -4184438 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -4184822.750000 Penalty: 5193.187500
	Iteration 18Q: 3 clusters Score -4184823 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -4185064.750000 Penalty: 5193.187500
	Iteration 19Q: 3 clusters Score -4185065 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -4185231.750000 Penalty: 5193.187500
	Iteration 20F: 3 clusters Score -4185232 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -4185359.500000 Penalty: 5193.187500
	Iteration 21Q: 3 clusters Score -4185360 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -4185489.000000 Penalty: 5193.187500
	Iteration 22Q: 3 clusters Score -4185489 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -4185596.750000 Penalty: 5193.187500
	Iteration 23Q: 3 clusters Score -4185597 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -4185685.000000 Penalty: 5193.187500
	Iteration 24Q: 3 clusters Score -4185685 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -4185785.500000 Penalty: 5193.187500
	Iteration 25Q: 3 clusters Score -4185786 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -4185865.000000 Penalty: 5193.187500
	Iteration 26Q: 3 clusters Score -4185865 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -4185933.750000 Penalty: 5193.187500
	Iteration 27Q: 3 clusters Score -4185934 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -4186030.500000 Penalty: 5193.187500
	Iteration 28Q: 3 clusters Score -4186030 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -4186105.000000 Penalty: 5193.187500
	Iteration 29Q: 3 clusters Score -4186105 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -4186154.500000 Penalty: 5193.187500
	Iteration 30Q: 3 clusters Score -4186154 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4186218.000000 Penalty: 5193.187500
	Iteration 31Q: 3 clusters Score -4186218 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -4186300.000000 Penalty: 5193.187500
	Iteration 32Q: 3 clusters Score -4186300 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4186366.500000 Penalty: 5193.187500
	Iteration 33Q: 3 clusters Score -4186366 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -4186406.250000 Penalty: 5193.187500
	Iteration 34Q: 3 clusters Score -4186406 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -4186446.500000 Penalty: 5193.187500
	Iteration 35Q: 3 clusters Score -4186446 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -4186502.500000 Penalty: 5193.187500
	Iteration 36Q: 3 clusters Score -4186502 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -4186532.500000 Penalty: 5193.187500
	Iteration 37Q: 3 clusters Score -4186532 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -4186581.250000 Penalty: 5193.187500
	Iteration 38Q: 3 clusters Score -4186581 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -4186614.000000 Penalty: 5193.187500
	Iteration 39Q: 3 clusters Score -4186614 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -4186647.750000 Penalty: 5193.187500
	Iteration 40F: 3 clusters Score -4186648 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -4186668.250000 Penalty: 5193.187500
	Iteration 41Q: 3 clusters Score -4186668 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4186705.500000 Penalty: 5193.187500
	Iteration 42Q: 3 clusters Score -4186706 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -4186717.500000 Penalty: 5193.187500
	Iteration 43Q: 3 clusters Score -4186718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -4186727.250000 Penalty: 5193.187500
	Iteration 44Q: 3 clusters Score -4186727 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -4186737.250000 Penalty: 5193.187500
	Iteration 45Q: 3 clusters Score -4186737 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -4186741.000000 Penalty: 5193.187500
	Iteration 46Q: 3 clusters Score -4186741 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -4186748.500000 Penalty: 5193.187500
	Iteration 47Q: 3 clusters Score -4186748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -4186752.000000 Penalty: 5193.187500
	Iteration 48Q: 3 clusters Score -4186752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -4186759.000000 Penalty: 5193.187500
	Iteration 49Q: 3 clusters Score -4186759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -4186751.500000 Penalty: 5193.187500
	Iteration 50Q: 3 clusters Score -4186752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -4186749.500000 Penalty: 5193.187500
	Iteration 51Q: 3 clusters Score -4186750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4186753.750000 Penalty: 5193.187500
	Iteration 52Q: 3 clusters Score -4186754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -4186751.000000 Penalty: 5193.187500
	Iteration 53Q: 3 clusters Score -4186751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -4186758.000000 Penalty: 5193.187500
	Iteration 54Q: 3 clusters Score -4186758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -4186756.500000 Penalty: 5193.187500
	Iteration 55Q: 3 clusters Score -4186756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -4186769.250000 Penalty: 5193.187500
	Iteration 56Q: 3 clusters Score -4186769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -4186772.000000 Penalty: 5193.187500
	Iteration 57Q: 3 clusters Score -4186772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -4186775.000000 Penalty: 5193.187500
	Iteration 58Q: 3 clusters Score -4186775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -4186775.750000 Penalty: 5193.187500
	Iteration 59Q: 3 clusters Score -4186776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4186782.250000 Penalty: 5193.187500
	Iteration 60F: 3 clusters Score -4186782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -4186776.000000 Penalty: 5193.187500
	Iteration 61Q: 3 clusters Score -4186776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -4186783.500000 Penalty: 5193.187500
	Iteration 62Q: 3 clusters Score -4186784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -4186779.000000 Penalty: 5193.187500
	Iteration 63Q: 3 clusters Score -4186779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -4186782.750000 Penalty: 5193.187500
	Iteration 64Q: 3 clusters Score -4186783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -4186788.500000 Penalty: 5193.187500
	Iteration 65Q: 3 clusters Score -4186788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -4186794.000000 Penalty: 5193.187500
	Iteration 66Q: 3 clusters Score -4186794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -4186797.250000 Penalty: 5193.187500
	Iteration 67Q: 3 clusters Score -4186797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -4186795.250000 Penalty: 5193.187500
	Iteration 68Q: 3 clusters Score -4186795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -4186801.750000 Penalty: 5193.187500
	Iteration 69Q: 3 clusters Score -4186802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -4186807.500000 Penalty: 5193.187500
	Iteration 70Q: 3 clusters Score -4186808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -4186806.250000 Penalty: 5193.187500
	Iteration 71Q: 3 clusters Score -4186806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -4186811.500000 Penalty: 5193.187500
	Iteration 72Q: 3 clusters Score -4186812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -4186813.250000 Penalty: 5193.187500
	Iteration 73Q: 3 clusters Score -4186813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -4186817.250000 Penalty: 5193.187500
	Iteration 74Q: 3 clusters Score -4186817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -4186818.500000 Penalty: 5193.187500
	Iteration 75Q: 3 clusters Score -4186818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -4186822.500000 Penalty: 5193.187500
	Iteration 76Q: 3 clusters Score -4186822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4186816.750000 Penalty: 5193.187500
	Iteration 77Q: 3 clusters Score -4186817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -4186821.750000 Penalty: 5193.187500
	Iteration 78Q: 3 clusters Score -4186822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -4186819.000000 Penalty: 5193.187500
	Iteration 79Q: 3 clusters Score -4186819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -4186815.000000 Penalty: 5193.187500
	Iteration 80F: 3 clusters Score -4186815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -4186818.250000 Penalty: 5193.187500
	Iteration 81Q: 3 clusters Score -4186818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -4186819.500000 Penalty: 5193.187500
	Iteration 82Q: 3 clusters Score -4186820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -4186824.750000 Penalty: 5193.187500
	Iteration 83Q: 3 clusters Score -4186825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -4186824.000000 Penalty: 5193.187500
	Iteration 84Q: 3 clusters Score -4186824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -4186824.000000 Penalty: 5193.187500
	Iteration 85Q: 3 clusters Score -4186824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -4186823.750000 Penalty: 5193.187500
	Iteration 86Q: 3 clusters Score -4186824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -4186817.750000 Penalty: 5193.187500
	Iteration 87Q: 3 clusters Score -4186818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -4186818.500000 Penalty: 5193.187500
	Iteration 88Q: 3 clusters Score -4186818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -4186820.250000 Penalty: 5193.187500
	Iteration 89Q: 3 clusters Score -4186820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -4186823.250000 Penalty: 5193.187500
	Iteration 90Q: 3 clusters Score -4186823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -4186824.000000 Penalty: 5193.187500
	Iteration 91Q: 3 clusters Score -4186824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -4186827.500000 Penalty: 5193.187500
	Iteration 92Q: 3 clusters Score -4186828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -4186825.500000 Penalty: 5193.187500
	Iteration 93Q: 3 clusters Score -4186826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -4186824.750000 Penalty: 5193.187500
	Iteration 94Q: 3 clusters Score -4186825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -4186824.750000 Penalty: 5193.187500
	Iteration 95Q: 3 clusters Score -4186825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -4186825.250000 Penalty: 5193.187500
	Iteration 96Q: 3 clusters Score -4186825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -4186826.250000 Penalty: 5193.187500
	Iteration 97Q: 3 clusters Score -4186826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -4186824.750000 Penalty: 5193.187500
	Iteration 98Q: 3 clusters Score -4186825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -4186824.000000 Penalty: 5193.187500
	Iteration 99Q: 3 clusters Score -4186824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -4186831.750000 Penalty: 5193.187500
	Iteration 100F: 3 clusters Score -4186832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -4186826.750000 Penalty: 5193.187500
	Iteration 101Q: 3 clusters Score -4186827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4186825.500000 Penalty: 5193.187500
	Iteration 102Q: 3 clusters Score -4186826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -4186831.000000 Penalty: 5193.187500
	Iteration 103Q: 3 clusters Score -4186831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -4186824.250000 Penalty: 5193.187500
	Iteration 104Q: 3 clusters Score -4186824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -4186823.000000 Penalty: 5193.187500
	Iteration 105Q: 3 clusters Score -4186823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -4186820.750000 Penalty: 5193.187500
	Iteration 106Q: 3 clusters Score -4186821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -4186825.500000 Penalty: 5193.187500
	Iteration 107Q: 3 clusters Score -4186826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -4186826.250000 Penalty: 5193.187500
	Iteration 108Q: 3 clusters Score -4186826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -4186827.000000 Penalty: 5193.187500
	Iteration 109Q: 3 clusters Score -4186827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -4186831.500000 Penalty: 5193.187500
	Iteration 110Q: 3 clusters Score -4186832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -4186832.000000 Penalty: 5193.187500
	Iteration 111Q: 3 clusters Score -4186832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -4186831.750000 Penalty: 5193.187500
	Iteration 112Q: 3 clusters Score -4186832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -4186832.750000 Penalty: 5193.187500
	Iteration 113Q: 3 clusters Score -4186833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -4186832.750000 Penalty: 5193.187500
	Iteration 114F: 3 clusters Score -4186833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (177971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177971 members 
Entering Unmasked Estep 
Score: -21228666.000000 Penalty: 2998.165039
	Iteration 0F: 2 clusters Score -2.122867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -21117362.000000 Penalty: 5996.330078
	Iteration 0F: 3 clusters Score -2.111736e+07 nChanged 85547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 92000 members 
Entering Unmasked Estep 
Score: -21167900.000000 Penalty: 5996.330078
	Iteration 1F: 3 clusters Score -2.11679e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 93756 members 
Entering Unmasked Estep 
Score: -21169702.000000 Penalty: 5996.330078
	Iteration 2Q: 3 clusters Score -2.11697e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -21172394.000000 Penalty: 5996.330078
	Iteration 3Q: 3 clusters Score -2.117239e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -21176256.000000 Penalty: 5996.330078
	Iteration 4Q: 3 clusters Score -2.117626e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 105042 members 
Entering Unmasked Estep 
Score: -21181812.000000 Penalty: 5996.330078
	Iteration 5F: 3 clusters Score -2.118181e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 111514 members 
Entering Unmasked Estep 
Score: -21189638.000000 Penalty: 5996.330078
	Iteration 6F: 3 clusters Score -2.118964e+07 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 118308 members 
Entering Unmasked Estep 
Score: -21199148.000000 Penalty: 5996.330078
	Iteration 7F: 3 clusters Score -2.119915e+07 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 123786 members 
Entering Unmasked Estep 
Score: -21207542.000000 Penalty: 5996.330078
	Iteration 8F: 3 clusters Score -2.120754e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 127271 members 
Entering Unmasked Estep 
Score: -21212690.000000 Penalty: 5996.330078
	Iteration 9Q: 3 clusters Score -2.121269e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 129878 members 
Entering Unmasked Estep 
Score: -21215406.000000 Penalty: 5996.330078
	Iteration 10Q: 3 clusters Score -2.121541e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 132202 members 
Entering Unmasked Estep 
Score: -21216868.000000 Penalty: 5996.330078
	Iteration 11Q: 3 clusters Score -2.121687e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 134503 members 
Entering Unmasked Estep 
Score: -21217722.000000 Penalty: 5996.330078
	Iteration 12Q: 3 clusters Score -2.121772e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 136737 members 
Entering Unmasked Estep 
Score: -21218616.000000 Penalty: 5996.330078
	Iteration 13Q: 3 clusters Score -2.121862e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 138843 members 
Entering Unmasked Estep 
Score: -21219290.000000 Penalty: 5996.330078
	Iteration 14Q: 3 clusters Score -2.121929e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 140934 members 
Entering Unmasked Estep 
Score: -21220078.000000 Penalty: 5996.330078
	Iteration 15Q: 3 clusters Score -2.122008e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 143147 members 
Entering Unmasked Estep 
Score: -21220858.000000 Penalty: 5996.330078
	Iteration 16Q: 3 clusters Score -2.122086e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 145470 members 
Entering Unmasked Estep 
Score: -21221476.000000 Penalty: 5996.330078
	Iteration 17Q: 3 clusters Score -2.122148e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 147851 members 
Entering Unmasked Estep 
Score: -21222004.000000 Penalty: 5996.330078
	Iteration 18Q: 3 clusters Score -2.1222e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 150317 members 
Entering Unmasked Estep 
Score: -21222568.000000 Penalty: 5996.330078
	Iteration 19Q: 3 clusters Score -2.122257e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 152863 members 
Entering Unmasked Estep 
Score: -21223116.000000 Penalty: 5996.330078
	Iteration 20F: 3 clusters Score -2.122312e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 155462 members 
Entering Unmasked Estep 
Score: -21223660.000000 Penalty: 5996.330078
	Iteration 21Q: 3 clusters Score -2.122366e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 158053 members 
Entering Unmasked Estep 
Score: -21223968.000000 Penalty: 5996.330078
	Iteration 22Q: 3 clusters Score -2.122397e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 160680 members 
Entering Unmasked Estep 
Score: -21224502.000000 Penalty: 5996.330078
	Iteration 23Q: 3 clusters Score -2.12245e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 163201 members 
Entering Unmasked Estep 
Score: -21225074.000000 Penalty: 5996.330078
	Iteration 24Q: 3 clusters Score -2.122507e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -21225582.000000 Penalty: 5996.330078
	Iteration 25Q: 3 clusters Score -2.122558e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 167693 members 
Entering Unmasked Estep 
Score: -21225978.000000 Penalty: 5996.330078
	Iteration 26Q: 3 clusters Score -2.122598e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 169470 members 
Entering Unmasked Estep 
Score: -21226336.000000 Penalty: 5996.330078
	Iteration 27Q: 3 clusters Score -2.122634e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 171015 members 
Entering Unmasked Estep 
Score: -21226850.000000 Penalty: 5996.330078
	Iteration 28Q: 3 clusters Score -2.122685e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 172203 members 
Entering Unmasked Estep 
Score: -21227220.000000 Penalty: 5996.330078
	Iteration 29Q: 3 clusters Score -2.122722e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 173065 members 
Entering Unmasked Estep 
Score: -21227456.000000 Penalty: 5996.330078
	Iteration 30Q: 3 clusters Score -2.122746e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 173652 members 
Entering Unmasked Estep 
Score: -21227600.000000 Penalty: 5996.330078
	Iteration 31Q: 3 clusters Score -2.12276e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 174036 members 
Entering Unmasked Estep 
Score: -21227644.000000 Penalty: 5996.330078
	Iteration 32Q: 3 clusters Score -2.122764e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 174292 members 
Entering Unmasked Estep 
Score: -21227646.000000 Penalty: 5996.330078
	Iteration 33Q: 3 clusters Score -2.122765e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 174475 members 
Entering Unmasked Estep 
Score: -21227666.000000 Penalty: 5996.330078
	Iteration 34Q: 3 clusters Score -2.122767e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 174622 members 
Entering Unmasked Estep 
Score: -21227630.000000 Penalty: 5996.330078
	Iteration 35Q: 3 clusters Score -2.122763e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 174729 members 
Entering Unmasked Estep 
Score: -21227550.000000 Penalty: 5996.330078
	Iteration 36Q: 3 clusters Score -2.122755e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 174818 members 
Entering Unmasked Estep 
Score: -21227488.000000 Penalty: 5996.330078
	Iteration 37Q: 3 clusters Score -2.122749e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 174885 members 
Entering Unmasked Estep 
Score: -21227526.000000 Penalty: 5996.330078
	Iteration 38Q: 3 clusters Score -2.122753e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 174951 members 
Entering Unmasked Estep 
Score: -21227510.000000 Penalty: 5996.330078
	Iteration 39Q: 3 clusters Score -2.122751e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 175005 members 
Entering Unmasked Estep 
Score: -21227544.000000 Penalty: 5996.330078
	Iteration 40F: 3 clusters Score -2.122754e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 175054 members 
Entering Unmasked Estep 
Score: -21227540.000000 Penalty: 5996.330078
	Iteration 41Q: 3 clusters Score -2.122754e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 175093 members 
Entering Unmasked Estep 
Score: -21227548.000000 Penalty: 5996.330078
	Iteration 42Q: 3 clusters Score -2.122755e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 175125 members 
Entering Unmasked Estep 
Score: -21227526.000000 Penalty: 5996.330078
	Iteration 43Q: 3 clusters Score -2.122753e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 175146 members 
Entering Unmasked Estep 
Score: -21227542.000000 Penalty: 5996.330078
	Iteration 44Q: 3 clusters Score -2.122754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 175159 members 
Entering Unmasked Estep 
Score: -21227534.000000 Penalty: 5996.330078
	Iteration 45Q: 3 clusters Score -2.122753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 175166 members 
Entering Unmasked Estep 
Score: -21227516.000000 Penalty: 5996.330078
	Iteration 46Q: 3 clusters Score -2.122752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 175172 members 
Entering Unmasked Estep 
Score: -21227510.000000 Penalty: 5996.330078
	Iteration 47Q: 3 clusters Score -2.122751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 175183 members 
Entering Unmasked Estep 
Score: -21227512.000000 Penalty: 5996.330078
	Iteration 48Q: 3 clusters Score -2.122751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 175193 members 
Entering Unmasked Estep 
Score: -21227502.000000 Penalty: 5996.330078
	Iteration 49Q: 3 clusters Score -2.12275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 175204 members 
Entering Unmasked Estep 
Score: -21227500.000000 Penalty: 5996.330078
	Iteration 50Q: 3 clusters Score -2.12275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 175221 members 
Entering Unmasked Estep 
Score: -21227490.000000 Penalty: 5996.330078
	Iteration 51Q: 3 clusters Score -2.122749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 175239 members 
Entering Unmasked Estep 
Score: -21227492.000000 Penalty: 5996.330078
	Iteration 52Q: 3 clusters Score -2.122749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 175249 members 
Entering Unmasked Estep 
Score: -21227492.000000 Penalty: 5996.330078
	Iteration 53Q: 3 clusters Score -2.122749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 175255 members 
Entering Unmasked Estep 
Score: -21227508.000000 Penalty: 5996.330078
	Iteration 54Q: 3 clusters Score -2.122751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 175260 members 
Entering Unmasked Estep 
Score: -21227516.000000 Penalty: 5996.330078
	Iteration 55Q: 3 clusters Score -2.122752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 175266 members 
Entering Unmasked Estep 
Score: -21227518.000000 Penalty: 5996.330078
	Iteration 56Q: 3 clusters Score -2.122752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 175274 members 
Entering Unmasked Estep 
Score: -21227508.000000 Penalty: 5996.330078
	Iteration 57Q: 3 clusters Score -2.122751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 175282 members 
Entering Unmasked Estep 
Score: -21227510.000000 Penalty: 5996.330078
	Iteration 58Q: 3 clusters Score -2.122751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 175288 members 
Entering Unmasked Estep 
Score: -21227502.000000 Penalty: 5996.330078
	Iteration 59Q: 3 clusters Score -2.12275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 175294 members 
Entering Unmasked Estep 
Score: -21227480.000000 Penalty: 5996.330078
	Iteration 60F: 3 clusters Score -2.122748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 175303 members 
Entering Unmasked Estep 
Score: -21227490.000000 Penalty: 5996.330078
	Iteration 61Q: 3 clusters Score -2.122749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 175312 members 
Entering Unmasked Estep 
Score: -21227486.000000 Penalty: 5996.330078
	Iteration 62Q: 3 clusters Score -2.122749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 175317 members 
Entering Unmasked Estep 
Score: -21227486.000000 Penalty: 5996.330078
	Iteration 63Q: 3 clusters Score -2.122749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 175323 members 
Entering Unmasked Estep 
Score: -21227476.000000 Penalty: 5996.330078
	Iteration 64Q: 3 clusters Score -2.122748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 175329 members 
Entering Unmasked Estep 
Score: -21227488.000000 Penalty: 5996.330078
	Iteration 65Q: 3 clusters Score -2.122749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 175334 members 
Entering Unmasked Estep 
Score: -21227484.000000 Penalty: 5996.330078
	Iteration 66Q: 3 clusters Score -2.122748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 175337 members 
Entering Unmasked Estep 
Score: -21227498.000000 Penalty: 5996.330078
	Iteration 67Q: 3 clusters Score -2.12275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 175340 members 
Entering Unmasked Estep 
Score: -21227498.000000 Penalty: 5996.330078
	Iteration 68Q: 3 clusters Score -2.12275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 175344 members 
Entering Unmasked Estep 
Score: -21227500.000000 Penalty: 5996.330078
	Iteration 69Q: 3 clusters Score -2.12275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 175346 members 
Entering Unmasked Estep 
Score: -21227484.000000 Penalty: 5996.330078
	Iteration 70Q: 3 clusters Score -2.122748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 175348 members 
Entering Unmasked Estep 
Score: -21227482.000000 Penalty: 5996.330078
	Iteration 71Q: 3 clusters Score -2.122748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 175350 members 
Entering Unmasked Estep 
Score: -21227478.000000 Penalty: 5996.330078
	Iteration 72Q: 3 clusters Score -2.122748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 175350 members 
Entering Unmasked Estep 
Score: -21227478.000000 Penalty: 5996.330078
	Iteration 73F: 3 clusters Score -2.122748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Entering Unmasked Estep 
Score: -7242163.500000 Penalty: 2732.693115
	Iteration 0F: 2 clusters Score -7242164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -7201215.500000 Penalty: 5465.386230
	Iteration 0F: 3 clusters Score -7201216 nChanged 28473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -7217284.500000 Penalty: 5465.386230
	Iteration 1F: 3 clusters Score -7217284 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -7217992.000000 Penalty: 5465.386230
	Iteration 2Q: 3 clusters Score -7217992 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -7218794.500000 Penalty: 5465.386230
	Iteration 3Q: 3 clusters Score -7218794 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -7219794.000000 Penalty: 5465.386230
	Iteration 4Q: 3 clusters Score -7219794 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -7220987.500000 Penalty: 5465.386230
	Iteration 5Q: 3 clusters Score -7220988 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -7222613.500000 Penalty: 5465.386230
	Iteration 6F: 3 clusters Score -7222614 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -7224858.500000 Penalty: 5465.386230
	Iteration 7F: 3 clusters Score -7224858 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -7227894.500000 Penalty: 5465.386230
	Iteration 8F: 3 clusters Score -7227894 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -7231388.500000 Penalty: 5465.386230
	Iteration 9F: 3 clusters Score -7231388 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -7234001.500000 Penalty: 5465.386230
	Iteration 10F: 3 clusters Score -7234002 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -7235419.000000 Penalty: 5465.386230
	Iteration 11Q: 3 clusters Score -7235419 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -7236152.500000 Penalty: 5465.386230
	Iteration 12Q: 3 clusters Score -7236152 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -7236588.500000 Penalty: 5465.386230
	Iteration 13Q: 3 clusters Score -7236588 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -7236890.500000 Penalty: 5465.386230
	Iteration 14Q: 3 clusters Score -7236890 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -7237086.500000 Penalty: 5465.386230
	Iteration 15Q: 3 clusters Score -7237086 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -7237237.500000 Penalty: 5465.386230
	Iteration 16Q: 3 clusters Score -7237238 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -7237310.000000 Penalty: 5465.386230
	Iteration 17Q: 3 clusters Score -7237310 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -7237386.500000 Penalty: 5465.386230
	Iteration 18Q: 3 clusters Score -7237386 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -7237424.500000 Penalty: 5465.386230
	Iteration 19Q: 3 clusters Score -7237424 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -7237472.500000 Penalty: 5465.386230
	Iteration 20F: 3 clusters Score -7237472 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -7237474.000000 Penalty: 5465.386230
	Iteration 21Q: 3 clusters Score -7237474 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -7237523.000000 Penalty: 5465.386230
	Iteration 22Q: 3 clusters Score -7237523 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -7237564.000000 Penalty: 5465.386230
	Iteration 23Q: 3 clusters Score -7237564 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -7237588.500000 Penalty: 5465.386230
	Iteration 24Q: 3 clusters Score -7237588 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -7237592.500000 Penalty: 5465.386230
	Iteration 25Q: 3 clusters Score -7237592 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -7237633.500000 Penalty: 5465.386230
	Iteration 26Q: 3 clusters Score -7237634 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -7237657.500000 Penalty: 5465.386230
	Iteration 27Q: 3 clusters Score -7237658 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -7237709.500000 Penalty: 5465.386230
	Iteration 28Q: 3 clusters Score -7237710 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -7237689.500000 Penalty: 5465.386230
	Iteration 29Q: 3 clusters Score -7237690 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -7237685.000000 Penalty: 5465.386230
	Iteration 30Q: 3 clusters Score -7237685 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -7237713.000000 Penalty: 5465.386230
	Iteration 31Q: 3 clusters Score -7237713 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -7237729.000000 Penalty: 5465.386230
	Iteration 32Q: 3 clusters Score -7237729 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -7237715.500000 Penalty: 5465.386230
	Iteration 33Q: 3 clusters Score -7237716 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -7237734.000000 Penalty: 5465.386230
	Iteration 34Q: 3 clusters Score -7237734 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -7237746.000000 Penalty: 5465.386230
	Iteration 35Q: 3 clusters Score -7237746 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -7237736.000000 Penalty: 5465.386230
	Iteration 36Q: 3 clusters Score -7237736 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -7237774.000000 Penalty: 5465.386230
	Iteration 37Q: 3 clusters Score -7237774 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -7237791.000000 Penalty: 5465.386230
	Iteration 38Q: 3 clusters Score -7237791 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -7237812.500000 Penalty: 5465.386230
	Iteration 39Q: 3 clusters Score -7237812 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -7237827.000000 Penalty: 5465.386230
	Iteration 40F: 3 clusters Score -7237827 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -7237836.500000 Penalty: 5465.386230
	Iteration 41Q: 3 clusters Score -7237836 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -7237851.000000 Penalty: 5465.386230
	Iteration 42Q: 3 clusters Score -7237851 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -7237831.500000 Penalty: 5465.386230
	Iteration 43Q: 3 clusters Score -7237832 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -7237850.000000 Penalty: 5465.386230
	Iteration 44Q: 3 clusters Score -7237850 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -7237866.500000 Penalty: 5465.386230
	Iteration 45Q: 3 clusters Score -7237866 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -7237891.500000 Penalty: 5465.386230
	Iteration 46Q: 3 clusters Score -7237892 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -7237900.000000 Penalty: 5465.386230
	Iteration 47Q: 3 clusters Score -7237900 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -7237905.000000 Penalty: 5465.386230
	Iteration 48Q: 3 clusters Score -7237905 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -7237909.000000 Penalty: 5465.386230
	Iteration 49Q: 3 clusters Score -7237909 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -7237917.500000 Penalty: 5465.386230
	Iteration 50Q: 3 clusters Score -7237918 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -7237937.500000 Penalty: 5465.386230
	Iteration 51Q: 3 clusters Score -7237938 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -7237952.500000 Penalty: 5465.386230
	Iteration 52Q: 3 clusters Score -7237952 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -7237970.500000 Penalty: 5465.386230
	Iteration 53Q: 3 clusters Score -7237970 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -7237973.000000 Penalty: 5465.386230
	Iteration 54Q: 3 clusters Score -7237973 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -7237956.000000 Penalty: 5465.386230
	Iteration 55Q: 3 clusters Score -7237956 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -7237957.500000 Penalty: 5465.386230
	Iteration 56Q: 3 clusters Score -7237958 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -7237970.000000 Penalty: 5465.386230
	Iteration 57Q: 3 clusters Score -7237970 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -7237978.000000 Penalty: 5465.386230
	Iteration 58Q: 3 clusters Score -7237978 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -7237983.000000 Penalty: 5465.386230
	Iteration 59Q: 3 clusters Score -7237983 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -7238008.500000 Penalty: 5465.386230
	Iteration 60F: 3 clusters Score -7238008 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -7238016.000000 Penalty: 5465.386230
	Iteration 61Q: 3 clusters Score -7238016 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -7238025.500000 Penalty: 5465.386230
	Iteration 62Q: 3 clusters Score -7238026 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -7238048.000000 Penalty: 5465.386230
	Iteration 63Q: 3 clusters Score -7238048 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -7238057.000000 Penalty: 5465.386230
	Iteration 64Q: 3 clusters Score -7238057 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -7238055.000000 Penalty: 5465.386230
	Iteration 65Q: 3 clusters Score -7238055 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -7238074.000000 Penalty: 5465.386230
	Iteration 66Q: 3 clusters Score -7238074 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -7238106.000000 Penalty: 5465.386230
	Iteration 67Q: 3 clusters Score -7238106 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7238113 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7238128 nChanged 131
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Mstep: Class 1 contains 20026 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7238128 nChanged 128
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Mstep: Class 1 contains 19900 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7238106 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7238130 nChanged 115
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Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7238158 nChanged 119
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Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 42220 members 
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Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 42340 members 
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Mstep: Class 1 contains 18582 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 42520 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 42877 members 
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Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 42985 members 
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Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 43445 members 
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Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 43862 members 
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Mstep: Class 1 contains 16912 members 
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Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 44362 members 
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Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 44650 members 
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Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 44970 members 
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Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 45304 members 
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Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 45636 members 
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Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 46043 members 
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Mstep: Class 2 contains 46475 members 
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Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 46931 members 
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Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 47871 members 
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Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 48327 members 
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Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 48748 members 
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Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 49136 members 
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Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 49467 members 
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Mstep: Class 1 contains 11276 members 
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Mstep: Class 1 contains 11001 members 
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Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 50237 members 
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Mstep: Class 1 contains 10599 members 
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Mstep: Class 1 contains 9344 members 
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Score: -7241586.500000 Penalty: 5465.386230
	Iteration 159Q: 3 clusters Score -7241586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -7241590.000000 Penalty: 5465.386230
	Iteration 160F: 3 clusters Score -7241590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -7241597.500000 Penalty: 5465.386230
	Iteration 161Q: 3 clusters Score -7241598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -7241592.000000 Penalty: 5465.386230
	Iteration 162Q: 3 clusters Score -7241592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -7241597.500000 Penalty: 5465.386230
	Iteration 163Q: 3 clusters Score -7241598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -7241595.000000 Penalty: 5465.386230
	Iteration 164Q: 3 clusters Score -7241595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -7241592.500000 Penalty: 5465.386230
	Iteration 165Q: 3 clusters Score -7241592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -7241595.500000 Penalty: 5465.386230
	Iteration 166Q: 3 clusters Score -7241596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -7241594.000000 Penalty: 5465.386230
	Iteration 167Q: 3 clusters Score -7241594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -7241594.000000 Penalty: 5465.386230
	Iteration 168F: 3 clusters Score -7241594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (201944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201944 members 
Entering Unmasked Estep 
Score: -23902056.000000 Penalty: 3029.504883
	Iteration 0F: 2 clusters Score -2.390206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 100769 members 
Entering Unmasked Estep 
Score: -23773460.000000 Penalty: 6059.009766
	Iteration 0F: 3 clusters Score -2.377346e+07 nChanged 97341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103338 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -23830556.000000 Penalty: 6059.009766
	Iteration 1F: 3 clusters Score -2.383056e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104810 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -23832046.000000 Penalty: 6059.009766
	Iteration 2Q: 3 clusters Score -2.383205e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107129 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -23833870.000000 Penalty: 6059.009766
	Iteration 3Q: 3 clusters Score -2.383387e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 91281 members 
Entering Unmasked Estep 
Score: -23836606.000000 Penalty: 6059.009766
	Iteration 4Q: 3 clusters Score -2.383661e+07 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116117 members 
Mstep: Class 2 contains 85827 members 
Entering Unmasked Estep 
Score: -23840676.000000 Penalty: 6059.009766
	Iteration 5Q: 3 clusters Score -2.384068e+07 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123967 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -23847588.000000 Penalty: 6059.009766
	Iteration 6F: 3 clusters Score -2.384759e+07 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134161 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -23857512.000000 Penalty: 6059.009766
	Iteration 7F: 3 clusters Score -2.385751e+07 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145572 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -23869824.000000 Penalty: 6059.009766
	Iteration 8F: 3 clusters Score -2.386982e+07 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155463 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -23880224.000000 Penalty: 6059.009766
	Iteration 9F: 3 clusters Score -2.388022e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162572 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -23886832.000000 Penalty: 6059.009766
	Iteration 10Q: 3 clusters Score -2.388683e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167554 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -23890538.000000 Penalty: 6059.009766
	Iteration 11Q: 3 clusters Score -2.389054e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171315 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -23892662.000000 Penalty: 6059.009766
	Iteration 12Q: 3 clusters Score -2.389266e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174539 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -23894088.000000 Penalty: 6059.009766
	Iteration 13Q: 3 clusters Score -2.389409e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177394 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -23895168.000000 Penalty: 6059.009766
	Iteration 14Q: 3 clusters Score -2.389517e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180018 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -23895990.000000 Penalty: 6059.009766
	Iteration 15Q: 3 clusters Score -2.389599e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182345 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -23896838.000000 Penalty: 6059.009766
	Iteration 16Q: 3 clusters Score -2.389684e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184433 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -23897392.000000 Penalty: 6059.009766
	Iteration 17Q: 3 clusters Score -2.389739e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186276 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -23897918.000000 Penalty: 6059.009766
	Iteration 18Q: 3 clusters Score -2.389792e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187911 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -23898268.000000 Penalty: 6059.009766
	Iteration 19Q: 3 clusters Score -2.389827e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189315 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -23898498.000000 Penalty: 6059.009766
	Iteration 20F: 3 clusters Score -2.38985e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190570 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -23898780.000000 Penalty: 6059.009766
	Iteration 21Q: 3 clusters Score -2.389878e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191711 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -23898976.000000 Penalty: 6059.009766
	Iteration 22Q: 3 clusters Score -2.389898e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192703 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -23899134.000000 Penalty: 6059.009766
	Iteration 23Q: 3 clusters Score -2.389913e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193526 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -23899322.000000 Penalty: 6059.009766
	Iteration 24Q: 3 clusters Score -2.389932e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194257 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -23899436.000000 Penalty: 6059.009766
	Iteration 25Q: 3 clusters Score -2.389944e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194878 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -23899510.000000 Penalty: 6059.009766
	Iteration 26Q: 3 clusters Score -2.389951e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195390 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -23899570.000000 Penalty: 6059.009766
	Iteration 27Q: 3 clusters Score -2.389957e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195826 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -23899662.000000 Penalty: 6059.009766
	Iteration 28Q: 3 clusters Score -2.389966e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196184 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -23899684.000000 Penalty: 6059.009766
	Iteration 29Q: 3 clusters Score -2.389968e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196502 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -23899722.000000 Penalty: 6059.009766
	Iteration 30Q: 3 clusters Score -2.389972e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196788 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -23899794.000000 Penalty: 6059.009766
	Iteration 31Q: 3 clusters Score -2.389979e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197013 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -23899794.000000 Penalty: 6059.009766
	Iteration 32Q: 3 clusters Score -2.389979e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197233 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -23899884.000000 Penalty: 6059.009766
	Iteration 33Q: 3 clusters Score -2.389988e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197420 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -23899962.000000 Penalty: 6059.009766
	Iteration 34Q: 3 clusters Score -2.389996e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197601 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -23899974.000000 Penalty: 6059.009766
	Iteration 35Q: 3 clusters Score -2.389997e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197771 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -23899990.000000 Penalty: 6059.009766
	Iteration 36Q: 3 clusters Score -2.389999e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197926 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -23899978.000000 Penalty: 6059.009766
	Iteration 37Q: 3 clusters Score -2.389998e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198069 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -23900014.000000 Penalty: 6059.009766
	Iteration 38Q: 3 clusters Score -2.390001e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198198 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -23900026.000000 Penalty: 6059.009766
	Iteration 39Q: 3 clusters Score -2.390003e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198322 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -23900052.000000 Penalty: 6059.009766
	Iteration 40F: 3 clusters Score -2.390005e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198423 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -23900070.000000 Penalty: 6059.009766
	Iteration 41Q: 3 clusters Score -2.390007e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198524 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -23900116.000000 Penalty: 6059.009766
	Iteration 42Q: 3 clusters Score -2.390012e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198590 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -23900164.000000 Penalty: 6059.009766
	Iteration 43Q: 3 clusters Score -2.390016e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198660 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -23900154.000000 Penalty: 6059.009766
	Iteration 44Q: 3 clusters Score -2.390015e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198706 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -23900138.000000 Penalty: 6059.009766
	Iteration 45Q: 3 clusters Score -2.390014e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198759 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -23900124.000000 Penalty: 6059.009766
	Iteration 46Q: 3 clusters Score -2.390012e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198812 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -23900124.000000 Penalty: 6059.009766
	Iteration 47Q: 3 clusters Score -2.390012e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198861 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -23900156.000000 Penalty: 6059.009766
	Iteration 48Q: 3 clusters Score -2.390016e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198897 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -23900154.000000 Penalty: 6059.009766
	Iteration 49Q: 3 clusters Score -2.390015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198926 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -23900162.000000 Penalty: 6059.009766
	Iteration 50Q: 3 clusters Score -2.390016e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198965 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -23900178.000000 Penalty: 6059.009766
	Iteration 51Q: 3 clusters Score -2.390018e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199006 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -23900202.000000 Penalty: 6059.009766
	Iteration 52Q: 3 clusters Score -2.39002e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199033 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -23900204.000000 Penalty: 6059.009766
	Iteration 53Q: 3 clusters Score -2.39002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199050 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -23900198.000000 Penalty: 6059.009766
	Iteration 54Q: 3 clusters Score -2.39002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199059 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -23900192.000000 Penalty: 6059.009766
	Iteration 55Q: 3 clusters Score -2.390019e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199073 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -23900202.000000 Penalty: 6059.009766
	Iteration 56Q: 3 clusters Score -2.39002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199081 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -23900194.000000 Penalty: 6059.009766
	Iteration 57Q: 3 clusters Score -2.390019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199092 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -23900198.000000 Penalty: 6059.009766
	Iteration 58Q: 3 clusters Score -2.39002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199106 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -23900212.000000 Penalty: 6059.009766
	Iteration 59Q: 3 clusters Score -2.390021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199123 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -23900226.000000 Penalty: 6059.009766
	Iteration 60F: 3 clusters Score -2.390023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199129 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -23900234.000000 Penalty: 6059.009766
	Iteration 61Q: 3 clusters Score -2.390023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199139 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -23900220.000000 Penalty: 6059.009766
	Iteration 62Q: 3 clusters Score -2.390022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199146 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -23900228.000000 Penalty: 6059.009766
	Iteration 63Q: 3 clusters Score -2.390023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199152 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -23900222.000000 Penalty: 6059.009766
	Iteration 64Q: 3 clusters Score -2.390022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199154 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -23900222.000000 Penalty: 6059.009766
	Iteration 65Q: 3 clusters Score -2.390022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199153 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -23900218.000000 Penalty: 6059.009766
	Iteration 66Q: 3 clusters Score -2.390022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199153 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -23900226.000000 Penalty: 6059.009766
	Iteration 67Q: 3 clusters Score -2.390023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199152 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -23900226.000000 Penalty: 6059.009766
	Iteration 68Q: 3 clusters Score -2.390023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199152 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -23900226.000000 Penalty: 6059.009766
	Iteration 69F: 3 clusters Score -2.390023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -385613.093750 Penalty: 2021.959351
	Iteration 0F: 2 clusters Score -385613.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -382015.843750 Penalty: 4043.918701
	Iteration 0F: 3 clusters Score -382015.8 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -382805.968750 Penalty: 4043.918701
	Iteration 1F: 3 clusters Score -382806 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -383023.718750 Penalty: 4043.918701
	Iteration 2F: 3 clusters Score -383023.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -383173.968750 Penalty: 4043.918701
	Iteration 3F: 3 clusters Score -383174 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -383295.968750 Penalty: 4043.918701
	Iteration 4Q: 3 clusters Score -383296 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -383400.875000 Penalty: 4043.918701
	Iteration 5Q: 3 clusters Score -383400.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -383512.875000 Penalty: 4043.918701
	Iteration 6Q: 3 clusters Score -383512.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -383610.906250 Penalty: 4043.918701
	Iteration 7Q: 3 clusters Score -383610.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -383711.093750 Penalty: 4043.918701
	Iteration 8Q: 3 clusters Score -383711.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -383789.093750 Penalty: 4043.918701
	Iteration 9Q: 3 clusters Score -383789.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -383878.500000 Penalty: 4043.918701
	Iteration 10Q: 3 clusters Score -383878.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -383969.000000 Penalty: 4043.918701
	Iteration 11Q: 3 clusters Score -383969 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -384047.875000 Penalty: 4043.918701
	Iteration 12Q: 3 clusters Score -384047.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -384113.375000 Penalty: 4043.918701
	Iteration 13Q: 3 clusters Score -384113.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -384169.250000 Penalty: 4043.918701
	Iteration 14Q: 3 clusters Score -384169.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -384235.500000 Penalty: 4043.918701
	Iteration 15Q: 3 clusters Score -384235.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -384318.000000 Penalty: 4043.918701
	Iteration 16Q: 3 clusters Score -384318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -384403.343750 Penalty: 4043.918701
	Iteration 17Q: 3 clusters Score -384403.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -384497.687500 Penalty: 4043.918701
	Iteration 18Q: 3 clusters Score -384497.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -384557.406250 Penalty: 4043.918701
	Iteration 19Q: 3 clusters Score -384557.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -384603.593750 Penalty: 4043.918701
	Iteration 20F: 3 clusters Score -384603.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -384624.718750 Penalty: 4043.918701
	Iteration 21Q: 3 clusters Score -384624.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -384646.093750 Penalty: 4043.918701
	Iteration 22Q: 3 clusters Score -384646.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -384659.531250 Penalty: 4043.918701
	Iteration 23Q: 3 clusters Score -384659.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -384668.406250 Penalty: 4043.918701
	Iteration 24Q: 3 clusters Score -384668.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -384673.593750 Penalty: 4043.918701
	Iteration 25Q: 3 clusters Score -384673.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -384677.781250 Penalty: 4043.918701
	Iteration 26Q: 3 clusters Score -384677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -384681.625000 Penalty: 4043.918701
	Iteration 27Q: 3 clusters Score -384681.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -384685.125000 Penalty: 4043.918701
	Iteration 28Q: 3 clusters Score -384685.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -384686.156250 Penalty: 4043.918701
	Iteration 29Q: 3 clusters Score -384686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -384688.625000 Penalty: 4043.918701
	Iteration 30Q: 3 clusters Score -384688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -384689.468750 Penalty: 4043.918701
	Iteration 31Q: 3 clusters Score -384689.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -384689.468750 Penalty: 4043.918701
	Iteration 32F: 3 clusters Score -384689.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Entering Unmasked Estep 
Score: -549492.937500 Penalty: 2112.809082
	Iteration 0F: 2 clusters Score -549492.9 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 2509 members 
Entering Unmasked Estep 
Score: -544949.187500 Penalty: 4225.618164
	Iteration 0F: 3 clusters Score -544949.2 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -546077.187500 Penalty: 4225.618164
	Iteration 1F: 3 clusters Score -546077.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -546455.125000 Penalty: 4225.618164
	Iteration 2F: 3 clusters Score -546455.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -546789.687500 Penalty: 4225.618164
	Iteration 3F: 3 clusters Score -546789.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -547036.125000 Penalty: 4225.618164
	Iteration 4F: 3 clusters Score -547036.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -547281.812500 Penalty: 4225.618164
	Iteration 5F: 3 clusters Score -547281.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -547490.875000 Penalty: 4225.618164
	Iteration 6Q: 3 clusters Score -547490.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -547694.062500 Penalty: 4225.618164
	Iteration 7Q: 3 clusters Score -547694.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -547834.812500 Penalty: 4225.618164
	Iteration 8Q: 3 clusters Score -547834.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -547930.875000 Penalty: 4225.618164
	Iteration 9Q: 3 clusters Score -547930.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -547996.812500 Penalty: 4225.618164
	Iteration 10Q: 3 clusters Score -547996.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -548036.312500 Penalty: 4225.618164
	Iteration 11Q: 3 clusters Score -548036.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -548072.187500 Penalty: 4225.618164
	Iteration 12Q: 3 clusters Score -548072.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -548096.000000 Penalty: 4225.618164
	Iteration 13Q: 3 clusters Score -548096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -548117.562500 Penalty: 4225.618164
	Iteration 14Q: 3 clusters Score -548117.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -548139.625000 Penalty: 4225.618164
	Iteration 15Q: 3 clusters Score -548139.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -548155.812500 Penalty: 4225.618164
	Iteration 16Q: 3 clusters Score -548155.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -548168.375000 Penalty: 4225.618164
	Iteration 17Q: 3 clusters Score -548168.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -548174.812500 Penalty: 4225.618164
	Iteration 18Q: 3 clusters Score -548174.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -548180.187500 Penalty: 4225.618164
	Iteration 19Q: 3 clusters Score -548180.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -548183.625000 Penalty: 4225.618164
	Iteration 20F: 3 clusters Score -548183.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -548186.062500 Penalty: 4225.618164
	Iteration 21Q: 3 clusters Score -548186.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -548189.375000 Penalty: 4225.618164
	Iteration 22Q: 3 clusters Score -548189.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -548189.562500 Penalty: 4225.618164
	Iteration 23Q: 3 clusters Score -548189.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -548191.312500 Penalty: 4225.618164
	Iteration 24Q: 3 clusters Score -548191.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -548192.125000 Penalty: 4225.618164
	Iteration 25Q: 3 clusters Score -548192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -548192.125000 Penalty: 4225.618164
	Iteration 26Q: 3 clusters Score -548192.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -548192.125000 Penalty: 4225.618164
	Iteration 27F: 3 clusters Score -548192.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (146285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146285 members 
Entering Unmasked Estep 
Score: -17550192.000000 Penalty: 2949.541504
	Iteration 0F: 2 clusters Score -1.755019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
Score: -17452196.000000 Penalty: 5899.083008
	Iteration 0F: 3 clusters Score -1.74522e+07 nChanged 69932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71693 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -17493514.000000 Penalty: 5899.083008
	Iteration 1F: 3 clusters Score -1.749351e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -17494902.000000 Penalty: 5899.083008
	Iteration 2Q: 3 clusters Score -1.74949e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -17496988.000000 Penalty: 5899.083008
	Iteration 3Q: 3 clusters Score -1.749699e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -17499798.000000 Penalty: 5899.083008
	Iteration 4Q: 3 clusters Score -1.74998e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -17503762.000000 Penalty: 5899.083008
	Iteration 5Q: 3 clusters Score -1.750376e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 79968 members 
Entering Unmasked Estep 
Score: -17509686.000000 Penalty: 5899.083008
	Iteration 6F: 3 clusters Score -1.750969e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -17517480.000000 Penalty: 5899.083008
	Iteration 7F: 3 clusters Score -1.751748e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -17525406.000000 Penalty: 5899.083008
	Iteration 8F: 3 clusters Score -1.752541e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -17530200.000000 Penalty: 5899.083008
	Iteration 9F: 3 clusters Score -1.75302e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 76914 members 
Entering Unmasked Estep 
Score: -17532060.000000 Penalty: 5899.083008
	Iteration 10Q: 3 clusters Score -1.753206e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70505 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -17532942.000000 Penalty: 5899.083008
	Iteration 11Q: 3 clusters Score -1.753294e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -17533834.000000 Penalty: 5899.083008
	Iteration 12Q: 3 clusters Score -1.753383e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -17534642.000000 Penalty: 5899.083008
	Iteration 13Q: 3 clusters Score -1.753464e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -17535360.000000 Penalty: 5899.083008
	Iteration 14Q: 3 clusters Score -1.753536e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -17536150.000000 Penalty: 5899.083008
	Iteration 15Q: 3 clusters Score -1.753615e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
Score: -17536822.000000 Penalty: 5899.083008
	Iteration 16Q: 3 clusters Score -1.753682e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -17537170.000000 Penalty: 5899.083008
	Iteration 17Q: 3 clusters Score -1.753717e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -17537682.000000 Penalty: 5899.083008
	Iteration 18Q: 3 clusters Score -1.753768e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -17537986.000000 Penalty: 5899.083008
	Iteration 19Q: 3 clusters Score -1.753799e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -17538188.000000 Penalty: 5899.083008
	Iteration 20F: 3 clusters Score -1.753819e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -17538470.000000 Penalty: 5899.083008
	Iteration 21Q: 3 clusters Score -1.753847e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -17538664.000000 Penalty: 5899.083008
	Iteration 22Q: 3 clusters Score -1.753866e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83808 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -17538908.000000 Penalty: 5899.083008
	Iteration 23Q: 3 clusters Score -1.753891e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -17539184.000000 Penalty: 5899.083008
	Iteration 24Q: 3 clusters Score -1.753918e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -17539344.000000 Penalty: 5899.083008
	Iteration 25Q: 3 clusters Score -1.753934e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -17539476.000000 Penalty: 5899.083008
	Iteration 26Q: 3 clusters Score -1.753948e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -17539634.000000 Penalty: 5899.083008
	Iteration 27Q: 3 clusters Score -1.753963e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88706 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -17539778.000000 Penalty: 5899.083008
	Iteration 28Q: 3 clusters Score -1.753978e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -17539846.000000 Penalty: 5899.083008
	Iteration 29Q: 3 clusters Score -1.753985e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90720 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -17540010.000000 Penalty: 5899.083008
	Iteration 30Q: 3 clusters Score -1.754001e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91698 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -17540124.000000 Penalty: 5899.083008
	Iteration 31Q: 3 clusters Score -1.754012e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92735 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -17540302.000000 Penalty: 5899.083008
	Iteration 32Q: 3 clusters Score -1.75403e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -17540374.000000 Penalty: 5899.083008
	Iteration 33Q: 3 clusters Score -1.754037e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -17540562.000000 Penalty: 5899.083008
	Iteration 34Q: 3 clusters Score -1.754056e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -17540722.000000 Penalty: 5899.083008
	Iteration 35Q: 3 clusters Score -1.754072e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -17540948.000000 Penalty: 5899.083008
	Iteration 36Q: 3 clusters Score -1.754095e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98451 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -17541018.000000 Penalty: 5899.083008
	Iteration 37Q: 3 clusters Score -1.754102e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -17541188.000000 Penalty: 5899.083008
	Iteration 38Q: 3 clusters Score -1.754119e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100739 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -17541356.000000 Penalty: 5899.083008
	Iteration 39Q: 3 clusters Score -1.754136e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101976 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -17541610.000000 Penalty: 5899.083008
	Iteration 40F: 3 clusters Score -1.754161e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -17541738.000000 Penalty: 5899.083008
	Iteration 41Q: 3 clusters Score -1.754174e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -17541896.000000 Penalty: 5899.083008
	Iteration 42Q: 3 clusters Score -1.75419e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105448 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -17542050.000000 Penalty: 5899.083008
	Iteration 43Q: 3 clusters Score -1.754205e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -17542244.000000 Penalty: 5899.083008
	Iteration 44Q: 3 clusters Score -1.754224e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107593 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -17542326.000000 Penalty: 5899.083008
	Iteration 45Q: 3 clusters Score -1.754233e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108614 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -17542524.000000 Penalty: 5899.083008
	Iteration 46Q: 3 clusters Score -1.754252e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109641 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -17542774.000000 Penalty: 5899.083008
	Iteration 47Q: 3 clusters Score -1.754277e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110592 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -17542902.000000 Penalty: 5899.083008
	Iteration 48Q: 3 clusters Score -1.75429e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -17543108.000000 Penalty: 5899.083008
	Iteration 49Q: 3 clusters Score -1.754311e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -17543256.000000 Penalty: 5899.083008
	Iteration 50Q: 3 clusters Score -1.754326e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113501 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -17543464.000000 Penalty: 5899.083008
	Iteration 51Q: 3 clusters Score -1.754346e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -17543568.000000 Penalty: 5899.083008
	Iteration 52Q: 3 clusters Score -1.754357e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115460 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -17543686.000000 Penalty: 5899.083008
	Iteration 53Q: 3 clusters Score -1.754369e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116449 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -17543858.000000 Penalty: 5899.083008
	Iteration 54Q: 3 clusters Score -1.754386e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117434 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -17544076.000000 Penalty: 5899.083008
	Iteration 55Q: 3 clusters Score -1.754408e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118415 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -17544224.000000 Penalty: 5899.083008
	Iteration 56Q: 3 clusters Score -1.754422e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119382 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -17544314.000000 Penalty: 5899.083008
	Iteration 57Q: 3 clusters Score -1.754431e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120326 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -17544470.000000 Penalty: 5899.083008
	Iteration 58Q: 3 clusters Score -1.754447e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121258 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -17544610.000000 Penalty: 5899.083008
	Iteration 59Q: 3 clusters Score -1.754461e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122151 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -17544762.000000 Penalty: 5899.083008
	Iteration 60F: 3 clusters Score -1.754476e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123017 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -17544980.000000 Penalty: 5899.083008
	Iteration 61Q: 3 clusters Score -1.754498e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123897 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -17545132.000000 Penalty: 5899.083008
	Iteration 62Q: 3 clusters Score -1.754513e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124774 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -17545410.000000 Penalty: 5899.083008
	Iteration 63Q: 3 clusters Score -1.754541e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125632 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -17545596.000000 Penalty: 5899.083008
	Iteration 64Q: 3 clusters Score -1.75456e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126428 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -17545746.000000 Penalty: 5899.083008
	Iteration 65Q: 3 clusters Score -1.754575e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127223 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -17545930.000000 Penalty: 5899.083008
	Iteration 66Q: 3 clusters Score -1.754593e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127998 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -17546066.000000 Penalty: 5899.083008
	Iteration 67Q: 3 clusters Score -1.754607e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128715 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -17546206.000000 Penalty: 5899.083008
	Iteration 68Q: 3 clusters Score -1.754621e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129378 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -17546348.000000 Penalty: 5899.083008
	Iteration 69Q: 3 clusters Score -1.754635e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130018 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -17546492.000000 Penalty: 5899.083008
	Iteration 70Q: 3 clusters Score -1.754649e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130647 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -17546606.000000 Penalty: 5899.083008
	Iteration 71Q: 3 clusters Score -1.754661e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131250 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -17546762.000000 Penalty: 5899.083008
	Iteration 72Q: 3 clusters Score -1.754676e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131829 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -17546854.000000 Penalty: 5899.083008
	Iteration 73Q: 3 clusters Score -1.754685e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132400 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -17546958.000000 Penalty: 5899.083008
	Iteration 74Q: 3 clusters Score -1.754696e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133001 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -17547118.000000 Penalty: 5899.083008
	Iteration 75Q: 3 clusters Score -1.754712e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133547 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -17547238.000000 Penalty: 5899.083008
	Iteration 76Q: 3 clusters Score -1.754724e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134035 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -17547324.000000 Penalty: 5899.083008
	Iteration 77Q: 3 clusters Score -1.754732e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134459 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -17547382.000000 Penalty: 5899.083008
	Iteration 78Q: 3 clusters Score -1.754738e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134828 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -17547470.000000 Penalty: 5899.083008
	Iteration 79Q: 3 clusters Score -1.754747e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135208 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -17547518.000000 Penalty: 5899.083008
	Iteration 80F: 3 clusters Score -1.754752e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135564 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -17547548.000000 Penalty: 5899.083008
	Iteration 81Q: 3 clusters Score -1.754755e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135914 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -17547530.000000 Penalty: 5899.083008
	Iteration 82Q: 3 clusters Score -1.754753e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136235 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -17547570.000000 Penalty: 5899.083008
	Iteration 83Q: 3 clusters Score -1.754757e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136531 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -17547624.000000 Penalty: 5899.083008
	Iteration 84Q: 3 clusters Score -1.754762e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136837 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -17547708.000000 Penalty: 5899.083008
	Iteration 85Q: 3 clusters Score -1.754771e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137149 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -17547730.000000 Penalty: 5899.083008
	Iteration 86Q: 3 clusters Score -1.754773e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137437 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -17547782.000000 Penalty: 5899.083008
	Iteration 87Q: 3 clusters Score -1.754778e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137700 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -17547852.000000 Penalty: 5899.083008
	Iteration 88Q: 3 clusters Score -1.754785e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137971 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -17547882.000000 Penalty: 5899.083008
	Iteration 89Q: 3 clusters Score -1.754788e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138225 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -17547910.000000 Penalty: 5899.083008
	Iteration 90Q: 3 clusters Score -1.754791e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138489 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -17547970.000000 Penalty: 5899.083008
	Iteration 91Q: 3 clusters Score -1.754797e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138732 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -17547986.000000 Penalty: 5899.083008
	Iteration 92Q: 3 clusters Score -1.754799e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138959 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -17548026.000000 Penalty: 5899.083008
	Iteration 93Q: 3 clusters Score -1.754803e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139167 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -17548084.000000 Penalty: 5899.083008
	Iteration 94Q: 3 clusters Score -1.754808e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139367 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -17548100.000000 Penalty: 5899.083008
	Iteration 95Q: 3 clusters Score -1.75481e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139556 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -17548124.000000 Penalty: 5899.083008
	Iteration 96Q: 3 clusters Score -1.754812e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139733 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -17548164.000000 Penalty: 5899.083008
	Iteration 97Q: 3 clusters Score -1.754816e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139882 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -17548158.000000 Penalty: 5899.083008
	Iteration 98Q: 3 clusters Score -1.754816e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140029 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -17548160.000000 Penalty: 5899.083008
	Iteration 99Q: 3 clusters Score -1.754816e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140157 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -17548174.000000 Penalty: 5899.083008
	Iteration 100F: 3 clusters Score -1.754817e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140275 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -17548110.000000 Penalty: 5899.083008
	Iteration 101Q: 3 clusters Score -1.754811e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140392 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -17548124.000000 Penalty: 5899.083008
	Iteration 102Q: 3 clusters Score -1.754812e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140495 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -17548130.000000 Penalty: 5899.083008
	Iteration 103Q: 3 clusters Score -1.754813e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140600 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -17548206.000000 Penalty: 5899.083008
	Iteration 104Q: 3 clusters Score -1.754821e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140707 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -17548188.000000 Penalty: 5899.083008
	Iteration 105Q: 3 clusters Score -1.754819e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140823 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -17548220.000000 Penalty: 5899.083008
	Iteration 106Q: 3 clusters Score -1.754822e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140930 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -17548272.000000 Penalty: 5899.083008
	Iteration 107Q: 3 clusters Score -1.754827e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141027 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -17548222.000000 Penalty: 5899.083008
	Iteration 108Q: 3 clusters Score -1.754822e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141117 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -17548268.000000 Penalty: 5899.083008
	Iteration 109Q: 3 clusters Score -1.754827e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141205 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -17548304.000000 Penalty: 5899.083008
	Iteration 110Q: 3 clusters Score -1.75483e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141305 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -17548328.000000 Penalty: 5899.083008
	Iteration 111Q: 3 clusters Score -1.754833e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141435 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -17548382.000000 Penalty: 5899.083008
	Iteration 112Q: 3 clusters Score -1.754838e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141561 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -17548386.000000 Penalty: 5899.083008
	Iteration 113Q: 3 clusters Score -1.754839e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141668 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -17548426.000000 Penalty: 5899.083008
	Iteration 114Q: 3 clusters Score -1.754843e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141772 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -17548426.000000 Penalty: 5899.083008
	Iteration 115Q: 3 clusters Score -1.754843e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141861 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -17548460.000000 Penalty: 5899.083008
	Iteration 116Q: 3 clusters Score -1.754846e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141937 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -17548440.000000 Penalty: 5899.083008
	Iteration 117Q: 3 clusters Score -1.754844e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142020 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -17548444.000000 Penalty: 5899.083008
	Iteration 118Q: 3 clusters Score -1.754844e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142087 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -17548478.000000 Penalty: 5899.083008
	Iteration 119Q: 3 clusters Score -1.754848e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142153 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -17548480.000000 Penalty: 5899.083008
	Iteration 120F: 3 clusters Score -1.754848e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142217 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -17548488.000000 Penalty: 5899.083008
	Iteration 121Q: 3 clusters Score -1.754849e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142278 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -17548468.000000 Penalty: 5899.083008
	Iteration 122Q: 3 clusters Score -1.754847e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142347 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -17548536.000000 Penalty: 5899.083008
	Iteration 123Q: 3 clusters Score -1.754854e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142409 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -17548522.000000 Penalty: 5899.083008
	Iteration 124Q: 3 clusters Score -1.754852e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142468 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -17548548.000000 Penalty: 5899.083008
	Iteration 125Q: 3 clusters Score -1.754855e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142519 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -17548560.000000 Penalty: 5899.083008
	Iteration 126Q: 3 clusters Score -1.754856e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142570 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -17548574.000000 Penalty: 5899.083008
	Iteration 127Q: 3 clusters Score -1.754857e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142605 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -17548554.000000 Penalty: 5899.083008
	Iteration 128Q: 3 clusters Score -1.754855e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142635 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -17548578.000000 Penalty: 5899.083008
	Iteration 129Q: 3 clusters Score -1.754858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142665 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -17548562.000000 Penalty: 5899.083008
	Iteration 130Q: 3 clusters Score -1.754856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142692 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -17548554.000000 Penalty: 5899.083008
	Iteration 131Q: 3 clusters Score -1.754855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142718 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -17548550.000000 Penalty: 5899.083008
	Iteration 132Q: 3 clusters Score -1.754855e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142746 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -17548584.000000 Penalty: 5899.083008
	Iteration 133Q: 3 clusters Score -1.754858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142779 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -17548572.000000 Penalty: 5899.083008
	Iteration 134Q: 3 clusters Score -1.754857e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142810 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -17548578.000000 Penalty: 5899.083008
	Iteration 135Q: 3 clusters Score -1.754858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142841 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -17548568.000000 Penalty: 5899.083008
	Iteration 136Q: 3 clusters Score -1.754857e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142874 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -17548570.000000 Penalty: 5899.083008
	Iteration 137Q: 3 clusters Score -1.754857e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142915 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -17548578.000000 Penalty: 5899.083008
	Iteration 138Q: 3 clusters Score -1.754858e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142951 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -17548584.000000 Penalty: 5899.083008
	Iteration 139Q: 3 clusters Score -1.754858e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142982 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -17548570.000000 Penalty: 5899.083008
	Iteration 140F: 3 clusters Score -1.754857e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143025 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -17548582.000000 Penalty: 5899.083008
	Iteration 141Q: 3 clusters Score -1.754858e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143072 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -17548570.000000 Penalty: 5899.083008
	Iteration 142Q: 3 clusters Score -1.754857e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143110 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -17548590.000000 Penalty: 5899.083008
	Iteration 143Q: 3 clusters Score -1.754859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143134 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -17548620.000000 Penalty: 5899.083008
	Iteration 144Q: 3 clusters Score -1.754862e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143164 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -17548616.000000 Penalty: 5899.083008
	Iteration 145Q: 3 clusters Score -1.754862e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143194 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -17548622.000000 Penalty: 5899.083008
	Iteration 146Q: 3 clusters Score -1.754862e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143225 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -17548604.000000 Penalty: 5899.083008
	Iteration 147Q: 3 clusters Score -1.75486e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143253 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -17548608.000000 Penalty: 5899.083008
	Iteration 148Q: 3 clusters Score -1.754861e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143274 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -17548622.000000 Penalty: 5899.083008
	Iteration 149Q: 3 clusters Score -1.754862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -17548622.000000 Penalty: 5899.083008
	Iteration 150Q: 3 clusters Score -1.754862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143306 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -17548620.000000 Penalty: 5899.083008
	Iteration 151Q: 3 clusters Score -1.754862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143322 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -17548620.000000 Penalty: 5899.083008
	Iteration 152Q: 3 clusters Score -1.754862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143332 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -17548612.000000 Penalty: 5899.083008
	Iteration 153Q: 3 clusters Score -1.754861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143338 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -17548618.000000 Penalty: 5899.083008
	Iteration 154Q: 3 clusters Score -1.754862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143344 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -17548606.000000 Penalty: 5899.083008
	Iteration 155Q: 3 clusters Score -1.754861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143348 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -17548624.000000 Penalty: 5899.083008
	Iteration 156Q: 3 clusters Score -1.754862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143355 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -17548622.000000 Penalty: 5899.083008
	Iteration 157Q: 3 clusters Score -1.754862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143362 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -17548626.000000 Penalty: 5899.083008
	Iteration 158Q: 3 clusters Score -1.754863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143366 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -17548634.000000 Penalty: 5899.083008
	Iteration 159Q: 3 clusters Score -1.754863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143370 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -17548636.000000 Penalty: 5899.083008
	Iteration 160F: 3 clusters Score -1.754864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143374 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -17548622.000000 Penalty: 5899.083008
	Iteration 161Q: 3 clusters Score -1.754862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143378 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -17548630.000000 Penalty: 5899.083008
	Iteration 162Q: 3 clusters Score -1.754863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143382 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -17548622.000000 Penalty: 5899.083008
	Iteration 163Q: 3 clusters Score -1.754862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143383 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -17548622.000000 Penalty: 5899.083008
	Iteration 164Q: 3 clusters Score -1.754862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143384 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -17548620.000000 Penalty: 5899.083008
	Iteration 165Q: 3 clusters Score -1.754862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143384 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -17548620.000000 Penalty: 5899.083008
	Iteration 166F: 3 clusters Score -1.754862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Entering Unmasked Estep 
Score: -990178.937500 Penalty: 2264.131836
	Iteration 0F: 2 clusters Score -990178.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -982991.687500 Penalty: 4528.263672
	Iteration 0F: 3 clusters Score -982991.7 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -985246.750000 Penalty: 4528.263672
	Iteration 1F: 3 clusters Score -985246.8 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -985797.312500 Penalty: 4528.263672
	Iteration 2F: 3 clusters Score -985797.3 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -986289.062500 Penalty: 4528.263672
	Iteration 3F: 3 clusters Score -986289.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -986735.937500 Penalty: 4528.263672
	Iteration 4F: 3 clusters Score -986735.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -987141.187500 Penalty: 4528.263672
	Iteration 5F: 3 clusters Score -987141.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -987476.937500 Penalty: 4528.263672
	Iteration 6F: 3 clusters Score -987476.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -987752.812500 Penalty: 4528.263672
	Iteration 7Q: 3 clusters Score -987752.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -987973.312500 Penalty: 4528.263672
	Iteration 8Q: 3 clusters Score -987973.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -988132.875000 Penalty: 4528.263672
	Iteration 9Q: 3 clusters Score -988132.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -988243.625000 Penalty: 4528.263672
	Iteration 10Q: 3 clusters Score -988243.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -988350.562500 Penalty: 4528.263672
	Iteration 11Q: 3 clusters Score -988350.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -988437.625000 Penalty: 4528.263672
	Iteration 12Q: 3 clusters Score -988437.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -988518.500000 Penalty: 4528.263672
	Iteration 13Q: 3 clusters Score -988518.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -988590.687500 Penalty: 4528.263672
	Iteration 14Q: 3 clusters Score -988590.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -988645.937500 Penalty: 4528.263672
	Iteration 15Q: 3 clusters Score -988645.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -988718.375000 Penalty: 4528.263672
	Iteration 16Q: 3 clusters Score -988718.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -988786.875000 Penalty: 4528.263672
	Iteration 17Q: 3 clusters Score -988786.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -988850.625000 Penalty: 4528.263672
	Iteration 18Q: 3 clusters Score -988850.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -988910.437500 Penalty: 4528.263672
	Iteration 19Q: 3 clusters Score -988910.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -988978.312500 Penalty: 4528.263672
	Iteration 20F: 3 clusters Score -988978.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -989047.687500 Penalty: 4528.263672
	Iteration 21Q: 3 clusters Score -989047.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -989109.250000 Penalty: 4528.263672
	Iteration 22Q: 3 clusters Score -989109.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -989155.875000 Penalty: 4528.263672
	Iteration 23Q: 3 clusters Score -989155.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -989188.375000 Penalty: 4528.263672
	Iteration 24Q: 3 clusters Score -989188.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -989217.187500 Penalty: 4528.263672
	Iteration 25Q: 3 clusters Score -989217.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -989234.437500 Penalty: 4528.263672
	Iteration 26Q: 3 clusters Score -989234.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -989247.000000 Penalty: 4528.263672
	Iteration 27Q: 3 clusters Score -989247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -989259.625000 Penalty: 4528.263672
	Iteration 28Q: 3 clusters Score -989259.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -989274.250000 Penalty: 4528.263672
	Iteration 29Q: 3 clusters Score -989274.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -989282.625000 Penalty: 4528.263672
	Iteration 30Q: 3 clusters Score -989282.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -989297.687500 Penalty: 4528.263672
	Iteration 31Q: 3 clusters Score -989297.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -989313.375000 Penalty: 4528.263672
	Iteration 32Q: 3 clusters Score -989313.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -989325.125000 Penalty: 4528.263672
	Iteration 33Q: 3 clusters Score -989325.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -989338.250000 Penalty: 4528.263672
	Iteration 34Q: 3 clusters Score -989338.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -989346.812500 Penalty: 4528.263672
	Iteration 35Q: 3 clusters Score -989346.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -989353.437500 Penalty: 4528.263672
	Iteration 36Q: 3 clusters Score -989353.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -989361.500000 Penalty: 4528.263672
	Iteration 37Q: 3 clusters Score -989361.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -989367.312500 Penalty: 4528.263672
	Iteration 38Q: 3 clusters Score -989367.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -989370.375000 Penalty: 4528.263672
	Iteration 39Q: 3 clusters Score -989370.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -989370.687500 Penalty: 4528.263672
	Iteration 40F: 3 clusters Score -989370.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -989375.687500 Penalty: 4528.263672
	Iteration 41Q: 3 clusters Score -989375.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -989375.437500 Penalty: 4528.263672
	Iteration 42Q: 3 clusters Score -989375.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -989376.000000 Penalty: 4528.263672
	Iteration 43Q: 3 clusters Score -989376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -989375.500000 Penalty: 4528.263672
	Iteration 44Q: 3 clusters Score -989375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -989377.187500 Penalty: 4528.263672
	Iteration 45Q: 3 clusters Score -989377.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -989379.687500 Penalty: 4528.263672
	Iteration 46Q: 3 clusters Score -989379.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -989380.875000 Penalty: 4528.263672
	Iteration 47Q: 3 clusters Score -989380.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -989384.437500 Penalty: 4528.263672
	Iteration 48Q: 3 clusters Score -989384.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -989385.000000 Penalty: 4528.263672
	Iteration 49Q: 3 clusters Score -989385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -989384.875000 Penalty: 4528.263672
	Iteration 50Q: 3 clusters Score -989384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -989385.062500 Penalty: 4528.263672
	Iteration 51Q: 3 clusters Score -989385.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -989385.062500 Penalty: 4528.263672
	Iteration 52F: 3 clusters Score -989385.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Entering Unmasked Estep 
Score: -498423.312500 Penalty: 2073.123535
	Iteration 0F: 2 clusters Score -498423.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -494355.812500 Penalty: 4146.247070
	Iteration 0F: 3 clusters Score -494355.8 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -495295.843750 Penalty: 4146.247070
	Iteration 1F: 3 clusters Score -495295.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -495509.062500 Penalty: 4146.247070
	Iteration 2F: 3 clusters Score -495509.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -495635.125000 Penalty: 4146.247070
	Iteration 3F: 3 clusters Score -495635.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -495696.312500 Penalty: 4146.247070
	Iteration 4Q: 3 clusters Score -495696.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -495742.593750 Penalty: 4146.247070
	Iteration 5Q: 3 clusters Score -495742.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -495781.375000 Penalty: 4146.247070
	Iteration 6Q: 3 clusters Score -495781.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -495814.125000 Penalty: 4146.247070
	Iteration 7Q: 3 clusters Score -495814.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -495848.562500 Penalty: 4146.247070
	Iteration 8Q: 3 clusters Score -495848.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -495884.875000 Penalty: 4146.247070
	Iteration 9Q: 3 clusters Score -495884.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -495919.875000 Penalty: 4146.247070
	Iteration 10Q: 3 clusters Score -495919.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -495955.531250 Penalty: 4146.247070
	Iteration 11Q: 3 clusters Score -495955.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -495992.062500 Penalty: 4146.247070
	Iteration 12Q: 3 clusters Score -495992.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -496026.875000 Penalty: 4146.247070
	Iteration 13Q: 3 clusters Score -496026.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -496063.968750 Penalty: 4146.247070
	Iteration 14Q: 3 clusters Score -496064 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -496107.875000 Penalty: 4146.247070
	Iteration 15Q: 3 clusters Score -496107.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -496160.843750 Penalty: 4146.247070
	Iteration 16Q: 3 clusters Score -496160.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -496213.593750 Penalty: 4146.247070
	Iteration 17Q: 3 clusters Score -496213.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -496269.093750 Penalty: 4146.247070
	Iteration 18Q: 3 clusters Score -496269.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -496326.875000 Penalty: 4146.247070
	Iteration 19Q: 3 clusters Score -496326.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -496380.500000 Penalty: 4146.247070
	Iteration 20F: 3 clusters Score -496380.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -496439.250000 Penalty: 4146.247070
	Iteration 21Q: 3 clusters Score -496439.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -496498.125000 Penalty: 4146.247070
	Iteration 22Q: 3 clusters Score -496498.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -496538.062500 Penalty: 4146.247070
	Iteration 23Q: 3 clusters Score -496538.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -496568.125000 Penalty: 4146.247070
	Iteration 24Q: 3 clusters Score -496568.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -496588.843750 Penalty: 4146.247070
	Iteration 25Q: 3 clusters Score -496588.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -496617.687500 Penalty: 4146.247070
	Iteration 26Q: 3 clusters Score -496617.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -496643.281250 Penalty: 4146.247070
	Iteration 27Q: 3 clusters Score -496643.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -496655.875000 Penalty: 4146.247070
	Iteration 28Q: 3 clusters Score -496655.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -496671.468750 Penalty: 4146.247070
	Iteration 29Q: 3 clusters Score -496671.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -496691.812500 Penalty: 4146.247070
	Iteration 30Q: 3 clusters Score -496691.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -496709.250000 Penalty: 4146.247070
	Iteration 31Q: 3 clusters Score -496709.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -496718.312500 Penalty: 4146.247070
	Iteration 32Q: 3 clusters Score -496718.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -496733.875000 Penalty: 4146.247070
	Iteration 33Q: 3 clusters Score -496733.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -496738.781250 Penalty: 4146.247070
	Iteration 34Q: 3 clusters Score -496738.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -496744.187500 Penalty: 4146.247070
	Iteration 35Q: 3 clusters Score -496744.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -496748.718750 Penalty: 4146.247070
	Iteration 36Q: 3 clusters Score -496748.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -496752.843750 Penalty: 4146.247070
	Iteration 37Q: 3 clusters Score -496752.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -496760.156250 Penalty: 4146.247070
	Iteration 38Q: 3 clusters Score -496760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -496763.312500 Penalty: 4146.247070
	Iteration 39Q: 3 clusters Score -496763.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -496766.687500 Penalty: 4146.247070
	Iteration 40F: 3 clusters Score -496766.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -496767.906250 Penalty: 4146.247070
	Iteration 41Q: 3 clusters Score -496767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -496771.687500 Penalty: 4146.247070
	Iteration 42Q: 3 clusters Score -496771.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -496773.093750 Penalty: 4146.247070
	Iteration 43Q: 3 clusters Score -496773.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -496773.093750 Penalty: 4146.247070
	Iteration 44F: 3 clusters Score -496773.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (162077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162077 members 
Entering Unmasked Estep 
Score: -19310070.000000 Penalty: 2974.965088
	Iteration 0F: 2 clusters Score -1.931007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 81098 members 
Entering Unmasked Estep 
Score: -19202810.000000 Penalty: 5949.930176
	Iteration 0F: 3 clusters Score -1.920281e+07 nChanged 77595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -19247622.000000 Penalty: 5949.930176
	Iteration 1F: 3 clusters Score -1.924762e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -19248552.000000 Penalty: 5949.930176
	Iteration 2Q: 3 clusters Score -1.924855e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
Score: -19249580.000000 Penalty: 5949.930176
	Iteration 3Q: 3 clusters Score -1.924958e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -19251130.000000 Penalty: 5949.930176
	Iteration 4Q: 3 clusters Score -1.925113e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69338 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -19253270.000000 Penalty: 5949.930176
	Iteration 5Q: 3 clusters Score -1.925327e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 98615 members 
Entering Unmasked Estep 
Score: -19256882.000000 Penalty: 5949.930176
	Iteration 6Q: 3 clusters Score -1.925688e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 106606 members 
Entering Unmasked Estep 
Score: -19262892.000000 Penalty: 5949.930176
	Iteration 7F: 3 clusters Score -1.926289e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 116563 members 
Entering Unmasked Estep 
Score: -19272440.000000 Penalty: 5949.930176
	Iteration 8F: 3 clusters Score -1.927244e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 126221 members 
Entering Unmasked Estep 
Score: -19283408.000000 Penalty: 5949.930176
	Iteration 9F: 3 clusters Score -1.928341e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 133186 members 
Entering Unmasked Estep 
Score: -19293028.000000 Penalty: 5949.930176
	Iteration 10F: 3 clusters Score -1.929303e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 136786 members 
Entering Unmasked Estep 
Score: -19298016.000000 Penalty: 5949.930176
	Iteration 11Q: 3 clusters Score -1.929802e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 138975 members 
Entering Unmasked Estep 
Score: -19299944.000000 Penalty: 5949.930176
	Iteration 12Q: 3 clusters Score -1.929994e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 140829 members 
Entering Unmasked Estep 
Score: -19300982.000000 Penalty: 5949.930176
	Iteration 13Q: 3 clusters Score -1.930098e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 142474 members 
Entering Unmasked Estep 
Score: -19301802.000000 Penalty: 5949.930176
	Iteration 14Q: 3 clusters Score -1.93018e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 144048 members 
Entering Unmasked Estep 
Score: -19302508.000000 Penalty: 5949.930176
	Iteration 15Q: 3 clusters Score -1.930251e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 145508 members 
Entering Unmasked Estep 
Score: -19303214.000000 Penalty: 5949.930176
	Iteration 16Q: 3 clusters Score -1.930321e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 146894 members 
Entering Unmasked Estep 
Score: -19303756.000000 Penalty: 5949.930176
	Iteration 17Q: 3 clusters Score -1.930376e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 148155 members 
Entering Unmasked Estep 
Score: -19304234.000000 Penalty: 5949.930176
	Iteration 18Q: 3 clusters Score -1.930423e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 149281 members 
Entering Unmasked Estep 
Score: -19304654.000000 Penalty: 5949.930176
	Iteration 19Q: 3 clusters Score -1.930465e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 150308 members 
Entering Unmasked Estep 
Score: -19304946.000000 Penalty: 5949.930176
	Iteration 20F: 3 clusters Score -1.930495e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 151200 members 
Entering Unmasked Estep 
Score: -19305072.000000 Penalty: 5949.930176
	Iteration 21Q: 3 clusters Score -1.930507e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 152086 members 
Entering Unmasked Estep 
Score: -19305386.000000 Penalty: 5949.930176
	Iteration 22Q: 3 clusters Score -1.930539e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 152908 members 
Entering Unmasked Estep 
Score: -19305530.000000 Penalty: 5949.930176
	Iteration 23Q: 3 clusters Score -1.930553e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 153657 members 
Entering Unmasked Estep 
Score: -19305716.000000 Penalty: 5949.930176
	Iteration 24Q: 3 clusters Score -1.930572e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 154351 members 
Entering Unmasked Estep 
Score: -19305926.000000 Penalty: 5949.930176
	Iteration 25Q: 3 clusters Score -1.930593e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 154961 members 
Entering Unmasked Estep 
Score: -19306030.000000 Penalty: 5949.930176
	Iteration 26Q: 3 clusters Score -1.930603e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 155537 members 
Entering Unmasked Estep 
Score: -19306208.000000 Penalty: 5949.930176
	Iteration 27Q: 3 clusters Score -1.930621e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 156030 members 
Entering Unmasked Estep 
Score: -19306310.000000 Penalty: 5949.930176
	Iteration 28Q: 3 clusters Score -1.930631e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 156466 members 
Entering Unmasked Estep 
Score: -19306384.000000 Penalty: 5949.930176
	Iteration 29Q: 3 clusters Score -1.930638e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -19306516.000000 Penalty: 5949.930176
	Iteration 30Q: 3 clusters Score -1.930652e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 157269 members 
Entering Unmasked Estep 
Score: -19306602.000000 Penalty: 5949.930176
	Iteration 31Q: 3 clusters Score -1.93066e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 157586 members 
Entering Unmasked Estep 
Score: -19306652.000000 Penalty: 5949.930176
	Iteration 32Q: 3 clusters Score -1.930665e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 157873 members 
Entering Unmasked Estep 
Score: -19306772.000000 Penalty: 5949.930176
	Iteration 33Q: 3 clusters Score -1.930677e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 158118 members 
Entering Unmasked Estep 
Score: -19306792.000000 Penalty: 5949.930176
	Iteration 34Q: 3 clusters Score -1.930679e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 158335 members 
Entering Unmasked Estep 
Score: -19306826.000000 Penalty: 5949.930176
	Iteration 35Q: 3 clusters Score -1.930683e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 158531 members 
Entering Unmasked Estep 
Score: -19306872.000000 Penalty: 5949.930176
	Iteration 36Q: 3 clusters Score -1.930687e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 158718 members 
Entering Unmasked Estep 
Score: -19306936.000000 Penalty: 5949.930176
	Iteration 37Q: 3 clusters Score -1.930694e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 158893 members 
Entering Unmasked Estep 
Score: -19306940.000000 Penalty: 5949.930176
	Iteration 38Q: 3 clusters Score -1.930694e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 159067 members 
Entering Unmasked Estep 
Score: -19307010.000000 Penalty: 5949.930176
	Iteration 39Q: 3 clusters Score -1.930701e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 159258 members 
Entering Unmasked Estep 
Score: -19307066.000000 Penalty: 5949.930176
	Iteration 40F: 3 clusters Score -1.930707e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 159440 members 
Entering Unmasked Estep 
Score: -19307128.000000 Penalty: 5949.930176
	Iteration 41Q: 3 clusters Score -1.930713e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 159600 members 
Entering Unmasked Estep 
Score: -19307138.000000 Penalty: 5949.930176
	Iteration 42Q: 3 clusters Score -1.930714e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 159775 members 
Entering Unmasked Estep 
Score: -19307210.000000 Penalty: 5949.930176
	Iteration 43Q: 3 clusters Score -1.930721e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 159935 members 
Entering Unmasked Estep 
Score: -19307238.000000 Penalty: 5949.930176
	Iteration 44Q: 3 clusters Score -1.930724e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 160106 members 
Entering Unmasked Estep 
Score: -19307314.000000 Penalty: 5949.930176
	Iteration 45Q: 3 clusters Score -1.930731e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 160237 members 
Entering Unmasked Estep 
Score: -19307328.000000 Penalty: 5949.930176
	Iteration 46Q: 3 clusters Score -1.930733e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 160350 members 
Entering Unmasked Estep 
Score: -19307374.000000 Penalty: 5949.930176
	Iteration 47Q: 3 clusters Score -1.930737e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 160454 members 
Entering Unmasked Estep 
Score: -19307414.000000 Penalty: 5949.930176
	Iteration 48Q: 3 clusters Score -1.930741e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 160566 members 
Entering Unmasked Estep 
Score: -19307438.000000 Penalty: 5949.930176
	Iteration 49Q: 3 clusters Score -1.930744e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 160664 members 
Entering Unmasked Estep 
Score: -19307468.000000 Penalty: 5949.930176
	Iteration 50Q: 3 clusters Score -1.930747e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 160750 members 
Entering Unmasked Estep 
Score: -19307480.000000 Penalty: 5949.930176
	Iteration 51Q: 3 clusters Score -1.930748e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 160821 members 
Entering Unmasked Estep 
Score: -19307528.000000 Penalty: 5949.930176
	Iteration 52Q: 3 clusters Score -1.930753e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 160868 members 
Entering Unmasked Estep 
Score: -19307504.000000 Penalty: 5949.930176
	Iteration 53Q: 3 clusters Score -1.93075e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 160916 members 
Entering Unmasked Estep 
Score: -19307544.000000 Penalty: 5949.930176
	Iteration 54Q: 3 clusters Score -1.930754e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 160961 members 
Entering Unmasked Estep 
Score: -19307554.000000 Penalty: 5949.930176
	Iteration 55Q: 3 clusters Score -1.930755e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 160988 members 
Entering Unmasked Estep 
Score: -19307552.000000 Penalty: 5949.930176
	Iteration 56Q: 3 clusters Score -1.930755e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 161014 members 
Entering Unmasked Estep 
Score: -19307580.000000 Penalty: 5949.930176
	Iteration 57Q: 3 clusters Score -1.930758e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 161044 members 
Entering Unmasked Estep 
Score: -19307582.000000 Penalty: 5949.930176
	Iteration 58Q: 3 clusters Score -1.930758e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 161077 members 
Entering Unmasked Estep 
Score: -19307582.000000 Penalty: 5949.930176
	Iteration 59Q: 3 clusters Score -1.930758e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 161103 members 
Entering Unmasked Estep 
Score: -19307616.000000 Penalty: 5949.930176
	Iteration 60F: 3 clusters Score -1.930762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 161124 members 
Entering Unmasked Estep 
Score: -19307604.000000 Penalty: 5949.930176
	Iteration 61Q: 3 clusters Score -1.93076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 161132 members 
Entering Unmasked Estep 
Score: -19307598.000000 Penalty: 5949.930176
	Iteration 62Q: 3 clusters Score -1.93076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 161145 members 
Entering Unmasked Estep 
Score: -19307620.000000 Penalty: 5949.930176
	Iteration 63Q: 3 clusters Score -1.930762e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -19307630.000000 Penalty: 5949.930176
	Iteration 64Q: 3 clusters Score -1.930763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 161171 members 
Entering Unmasked Estep 
Score: -19307626.000000 Penalty: 5949.930176
	Iteration 65Q: 3 clusters Score -1.930763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 161180 members 
Entering Unmasked Estep 
Score: -19307606.000000 Penalty: 5949.930176
	Iteration 66Q: 3 clusters Score -1.930761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 161192 members 
Entering Unmasked Estep 
Score: -19307608.000000 Penalty: 5949.930176
	Iteration 67Q: 3 clusters Score -1.930761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 161204 members 
Entering Unmasked Estep 
Score: -19307630.000000 Penalty: 5949.930176
	Iteration 68Q: 3 clusters Score -1.930763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 161213 members 
Entering Unmasked Estep 
Score: -19307614.000000 Penalty: 5949.930176
	Iteration 69Q: 3 clusters Score -1.930761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 161221 members 
Entering Unmasked Estep 
Score: -19307634.000000 Penalty: 5949.930176
	Iteration 70Q: 3 clusters Score -1.930763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 161227 members 
Entering Unmasked Estep 
Score: -19307644.000000 Penalty: 5949.930176
	Iteration 71Q: 3 clusters Score -1.930764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 161232 members 
Entering Unmasked Estep 
Score: -19307642.000000 Penalty: 5949.930176
	Iteration 72Q: 3 clusters Score -1.930764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 161238 members 
Entering Unmasked Estep 
Score: -19307644.000000 Penalty: 5949.930176
	Iteration 73Q: 3 clusters Score -1.930764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 161242 members 
Entering Unmasked Estep 
Score: -19307642.000000 Penalty: 5949.930176
	Iteration 74Q: 3 clusters Score -1.930764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 161244 members 
Entering Unmasked Estep 
Score: -19307648.000000 Penalty: 5949.930176
	Iteration 75Q: 3 clusters Score -1.930765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 161246 members 
Entering Unmasked Estep 
Score: -19307656.000000 Penalty: 5949.930176
	Iteration 76Q: 3 clusters Score -1.930766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 161251 members 
Entering Unmasked Estep 
Score: -19307660.000000 Penalty: 5949.930176
	Iteration 77Q: 3 clusters Score -1.930766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 161254 members 
Entering Unmasked Estep 
Score: -19307662.000000 Penalty: 5949.930176
	Iteration 78Q: 3 clusters Score -1.930766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 161255 members 
Entering Unmasked Estep 
Score: -19307660.000000 Penalty: 5949.930176
	Iteration 79Q: 3 clusters Score -1.930766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 161256 members 
Entering Unmasked Estep 
Score: -19307654.000000 Penalty: 5949.930176
	Iteration 80F: 3 clusters Score -1.930765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Entering Unmasked Estep 
Score: -2393250.750000 Penalty: 2461.340332
	Iteration 0F: 2 clusters Score -2393251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2378939.000000 Penalty: 4922.680664
	Iteration 0F: 3 clusters Score -2378939 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2383795.250000 Penalty: 4922.680664
	Iteration 1F: 3 clusters Score -2383795 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2384190.250000 Penalty: 4922.680664
	Iteration 2F: 3 clusters Score -2384190 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2384460.500000 Penalty: 4922.680664
	Iteration 3Q: 3 clusters Score -2384460 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2384693.250000 Penalty: 4922.680664
	Iteration 4Q: 3 clusters Score -2384693 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2384865.250000 Penalty: 4922.680664
	Iteration 5Q: 3 clusters Score -2384865 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2385032.750000 Penalty: 4922.680664
	Iteration 6Q: 3 clusters Score -2385033 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2385228.000000 Penalty: 4922.680664
	Iteration 7Q: 3 clusters Score -2385228 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2385444.000000 Penalty: 4922.680664
	Iteration 8Q: 3 clusters Score -2385444 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2385718.500000 Penalty: 4922.680664
	Iteration 9Q: 3 clusters Score -2385718 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2386099.750000 Penalty: 4922.680664
	Iteration 10Q: 3 clusters Score -2386100 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2386622.250000 Penalty: 4922.680664
	Iteration 11Q: 3 clusters Score -2386622 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2387269.250000 Penalty: 4922.680664
	Iteration 12Q: 3 clusters Score -2387269 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2387964.000000 Penalty: 4922.680664
	Iteration 13Q: 3 clusters Score -2387964 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2388703.500000 Penalty: 4922.680664
	Iteration 14Q: 3 clusters Score -2388704 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2389411.750000 Penalty: 4922.680664
	Iteration 15Q: 3 clusters Score -2389412 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2389949.000000 Penalty: 4922.680664
	Iteration 16Q: 3 clusters Score -2389949 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2390241.750000 Penalty: 4922.680664
	Iteration 17Q: 3 clusters Score -2390242 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2390434.500000 Penalty: 4922.680664
	Iteration 18Q: 3 clusters Score -2390434 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2390573.500000 Penalty: 4922.680664
	Iteration 19Q: 3 clusters Score -2390574 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2390692.500000 Penalty: 4922.680664
	Iteration 20F: 3 clusters Score -2390692 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2390773.750000 Penalty: 4922.680664
	Iteration 21Q: 3 clusters Score -2390774 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2390840.250000 Penalty: 4922.680664
	Iteration 22Q: 3 clusters Score -2390840 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2390899.750000 Penalty: 4922.680664
	Iteration 23Q: 3 clusters Score -2390900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2390949.750000 Penalty: 4922.680664
	Iteration 24Q: 3 clusters Score -2390950 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2390991.750000 Penalty: 4922.680664
	Iteration 25Q: 3 clusters Score -2390992 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2391024.750000 Penalty: 4922.680664
	Iteration 26Q: 3 clusters Score -2391025 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2391055.000000 Penalty: 4922.680664
	Iteration 27Q: 3 clusters Score -2391055 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2391102.750000 Penalty: 4922.680664
	Iteration 28Q: 3 clusters Score -2391103 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2391115.250000 Penalty: 4922.680664
	Iteration 29Q: 3 clusters Score -2391115 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2391134.500000 Penalty: 4922.680664
	Iteration 30Q: 3 clusters Score -2391134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2391151.500000 Penalty: 4922.680664
	Iteration 31Q: 3 clusters Score -2391152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2391168.000000 Penalty: 4922.680664
	Iteration 32Q: 3 clusters Score -2391168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2391168.500000 Penalty: 4922.680664
	Iteration 33Q: 3 clusters Score -2391168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2391185.000000 Penalty: 4922.680664
	Iteration 34Q: 3 clusters Score -2391185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2391192.750000 Penalty: 4922.680664
	Iteration 35Q: 3 clusters Score -2391193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2391203.500000 Penalty: 4922.680664
	Iteration 36Q: 3 clusters Score -2391204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2391207.250000 Penalty: 4922.680664
	Iteration 37Q: 3 clusters Score -2391207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2391210.250000 Penalty: 4922.680664
	Iteration 38Q: 3 clusters Score -2391210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2391216.500000 Penalty: 4922.680664
	Iteration 39Q: 3 clusters Score -2391216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2391220.000000 Penalty: 4922.680664
	Iteration 40F: 3 clusters Score -2391220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2391225.500000 Penalty: 4922.680664
	Iteration 41Q: 3 clusters Score -2391226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2391230.000000 Penalty: 4922.680664
	Iteration 42Q: 3 clusters Score -2391230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2391225.000000 Penalty: 4922.680664
	Iteration 43Q: 3 clusters Score -2391225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2391221.500000 Penalty: 4922.680664
	Iteration 44Q: 3 clusters Score -2391222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2391228.250000 Penalty: 4922.680664
	Iteration 45Q: 3 clusters Score -2391228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2391226.250000 Penalty: 4922.680664
	Iteration 46Q: 3 clusters Score -2391226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2391229.250000 Penalty: 4922.680664
	Iteration 47Q: 3 clusters Score -2391229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2391228.250000 Penalty: 4922.680664
	Iteration 48Q: 3 clusters Score -2391228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2391227.000000 Penalty: 4922.680664
	Iteration 49Q: 3 clusters Score -2391227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2391227.500000 Penalty: 4922.680664
	Iteration 50Q: 3 clusters Score -2391228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2391229.250000 Penalty: 4922.680664
	Iteration 51Q: 3 clusters Score -2391229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2391233.000000 Penalty: 4922.680664
	Iteration 52Q: 3 clusters Score -2391233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2391231.250000 Penalty: 4922.680664
	Iteration 53Q: 3 clusters Score -2391231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2391229.750000 Penalty: 4922.680664
	Iteration 54Q: 3 clusters Score -2391230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2391231.500000 Penalty: 4922.680664
	Iteration 55Q: 3 clusters Score -2391232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2391232.500000 Penalty: 4922.680664
	Iteration 56Q: 3 clusters Score -2391232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2391232.750000 Penalty: 4922.680664
	Iteration 57Q: 3 clusters Score -2391233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2391235.000000 Penalty: 4922.680664
	Iteration 58Q: 3 clusters Score -2391235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2391235.250000 Penalty: 4922.680664
	Iteration 59Q: 3 clusters Score -2391235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2391234.000000 Penalty: 4922.680664
	Iteration 60F: 3 clusters Score -2391234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2391236.750000 Penalty: 4922.680664
	Iteration 61Q: 3 clusters Score -2391237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2391236.500000 Penalty: 4922.680664
	Iteration 62Q: 3 clusters Score -2391236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2391236.250000 Penalty: 4922.680664
	Iteration 63Q: 3 clusters Score -2391236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2391238.250000 Penalty: 4922.680664
	Iteration 64Q: 3 clusters Score -2391238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2391238.250000 Penalty: 4922.680664
	Iteration 65F: 3 clusters Score -2391238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Entering Unmasked Estep 
Score: -2094619.250000 Penalty: 2427.874023
	Iteration 0F: 2 clusters Score -2094619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2081971.375000 Penalty: 4855.748047
	Iteration 0F: 3 clusters Score -2081971 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2086138.625000 Penalty: 4855.748047
	Iteration 1F: 3 clusters Score -2086139 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2086640.000000 Penalty: 4855.748047
	Iteration 2F: 3 clusters Score -2086640 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2087143.875000 Penalty: 4855.748047
	Iteration 3F: 3 clusters Score -2087144 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2087656.125000 Penalty: 4855.748047
	Iteration 4F: 3 clusters Score -2087656 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2088220.375000 Penalty: 4855.748047
	Iteration 5F: 3 clusters Score -2088220 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2088845.875000 Penalty: 4855.748047
	Iteration 6F: 3 clusters Score -2088846 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2089509.250000 Penalty: 4855.748047
	Iteration 7F: 3 clusters Score -2089509 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2090227.625000 Penalty: 4855.748047
	Iteration 8F: 3 clusters Score -2090228 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2090894.125000 Penalty: 4855.748047
	Iteration 9Q: 3 clusters Score -2090894 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2091475.125000 Penalty: 4855.748047
	Iteration 10Q: 3 clusters Score -2091475 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2091899.000000 Penalty: 4855.748047
	Iteration 11Q: 3 clusters Score -2091899 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2092165.625000 Penalty: 4855.748047
	Iteration 12Q: 3 clusters Score -2092166 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2092328.625000 Penalty: 4855.748047
	Iteration 13Q: 3 clusters Score -2092329 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2092454.500000 Penalty: 4855.748047
	Iteration 14Q: 3 clusters Score -2092454 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2092558.750000 Penalty: 4855.748047
	Iteration 15Q: 3 clusters Score -2092559 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2092655.250000 Penalty: 4855.748047
	Iteration 16Q: 3 clusters Score -2092655 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2092730.625000 Penalty: 4855.748047
	Iteration 17Q: 3 clusters Score -2092731 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2092785.000000 Penalty: 4855.748047
	Iteration 18Q: 3 clusters Score -2092785 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2092830.125000 Penalty: 4855.748047
	Iteration 19Q: 3 clusters Score -2092830 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2092853.375000 Penalty: 4855.748047
	Iteration 20F: 3 clusters Score -2092853 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2092871.875000 Penalty: 4855.748047
	Iteration 21Q: 3 clusters Score -2092872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2092893.250000 Penalty: 4855.748047
	Iteration 22Q: 3 clusters Score -2092893 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2092907.250000 Penalty: 4855.748047
	Iteration 23Q: 3 clusters Score -2092907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2092916.375000 Penalty: 4855.748047
	Iteration 24Q: 3 clusters Score -2092916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2092923.250000 Penalty: 4855.748047
	Iteration 25Q: 3 clusters Score -2092923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2092930.500000 Penalty: 4855.748047
	Iteration 26Q: 3 clusters Score -2092930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2092935.000000 Penalty: 4855.748047
	Iteration 27Q: 3 clusters Score -2092935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2092941.000000 Penalty: 4855.748047
	Iteration 28Q: 3 clusters Score -2092941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2092945.375000 Penalty: 4855.748047
	Iteration 29Q: 3 clusters Score -2092945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2092950.875000 Penalty: 4855.748047
	Iteration 30Q: 3 clusters Score -2092951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2092956.250000 Penalty: 4855.748047
	Iteration 31Q: 3 clusters Score -2092956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2092960.375000 Penalty: 4855.748047
	Iteration 32Q: 3 clusters Score -2092960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2092962.875000 Penalty: 4855.748047
	Iteration 33Q: 3 clusters Score -2092963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2092969.000000 Penalty: 4855.748047
	Iteration 34Q: 3 clusters Score -2092969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2092969.875000 Penalty: 4855.748047
	Iteration 35Q: 3 clusters Score -2092970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2092977.375000 Penalty: 4855.748047
	Iteration 36Q: 3 clusters Score -2092977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2092978.875000 Penalty: 4855.748047
	Iteration 37Q: 3 clusters Score -2092979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2092984.875000 Penalty: 4855.748047
	Iteration 38Q: 3 clusters Score -2092985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2092988.500000 Penalty: 4855.748047
	Iteration 39Q: 3 clusters Score -2092988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2092989.750000 Penalty: 4855.748047
	Iteration 40F: 3 clusters Score -2092990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2092995.000000 Penalty: 4855.748047
	Iteration 41Q: 3 clusters Score -2092995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2092998.000000 Penalty: 4855.748047
	Iteration 42Q: 3 clusters Score -2092998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2092997.000000 Penalty: 4855.748047
	Iteration 43Q: 3 clusters Score -2092997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2093001.625000 Penalty: 4855.748047
	Iteration 44Q: 3 clusters Score -2093002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2093003.250000 Penalty: 4855.748047
	Iteration 45Q: 3 clusters Score -2093003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2093005.875000 Penalty: 4855.748047
	Iteration 46Q: 3 clusters Score -2093006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2093004.500000 Penalty: 4855.748047
	Iteration 47Q: 3 clusters Score -2093004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2093008.250000 Penalty: 4855.748047
	Iteration 48Q: 3 clusters Score -2093008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2093010.375000 Penalty: 4855.748047
	Iteration 49Q: 3 clusters Score -2093010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2093009.500000 Penalty: 4855.748047
	Iteration 50Q: 3 clusters Score -2093010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2093007.375000 Penalty: 4855.748047
	Iteration 51Q: 3 clusters Score -2093007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2093008.625000 Penalty: 4855.748047
	Iteration 52Q: 3 clusters Score -2093009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2093008.375000 Penalty: 4855.748047
	Iteration 53Q: 3 clusters Score -2093008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2093007.750000 Penalty: 4855.748047
	Iteration 54Q: 3 clusters Score -2093008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2093007.875000 Penalty: 4855.748047
	Iteration 55Q: 3 clusters Score -2093008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2093007.750000 Penalty: 4855.748047
	Iteration 56Q: 3 clusters Score -2093008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2093006.750000 Penalty: 4855.748047
	Iteration 57Q: 3 clusters Score -2093007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2093006.750000 Penalty: 4855.748047
	Iteration 58F: 3 clusters Score -2093007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Entering Unmasked Estep 
Score: -554328.500000 Penalty: 2090.071045
	Iteration 0F: 2 clusters Score -554328.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -550128.750000 Penalty: 4180.142090
	Iteration 0F: 3 clusters Score -550128.8 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -551154.187500 Penalty: 4180.142090
	Iteration 1F: 3 clusters Score -551154.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -551374.062500 Penalty: 4180.142090
	Iteration 2F: 3 clusters Score -551374.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -551495.875000 Penalty: 4180.142090
	Iteration 3Q: 3 clusters Score -551495.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -551601.625000 Penalty: 4180.142090
	Iteration 4Q: 3 clusters Score -551601.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -551686.062500 Penalty: 4180.142090
	Iteration 5Q: 3 clusters Score -551686.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -551758.562500 Penalty: 4180.142090
	Iteration 6Q: 3 clusters Score -551758.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -551824.625000 Penalty: 4180.142090
	Iteration 7Q: 3 clusters Score -551824.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -551889.750000 Penalty: 4180.142090
	Iteration 8Q: 3 clusters Score -551889.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -551953.562500 Penalty: 4180.142090
	Iteration 9Q: 3 clusters Score -551953.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -552021.937500 Penalty: 4180.142090
	Iteration 10Q: 3 clusters Score -552021.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -552086.500000 Penalty: 4180.142090
	Iteration 11Q: 3 clusters Score -552086.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -552148.875000 Penalty: 4180.142090
	Iteration 12Q: 3 clusters Score -552148.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -552215.500000 Penalty: 4180.142090
	Iteration 13Q: 3 clusters Score -552215.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -552285.437500 Penalty: 4180.142090
	Iteration 14Q: 3 clusters Score -552285.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -552355.062500 Penalty: 4180.142090
	Iteration 15Q: 3 clusters Score -552355.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -552407.062500 Penalty: 4180.142090
	Iteration 16Q: 3 clusters Score -552407.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -552459.000000 Penalty: 4180.142090
	Iteration 17Q: 3 clusters Score -552459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -552501.500000 Penalty: 4180.142090
	Iteration 18Q: 3 clusters Score -552501.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -552530.062500 Penalty: 4180.142090
	Iteration 19Q: 3 clusters Score -552530.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -552556.625000 Penalty: 4180.142090
	Iteration 20F: 3 clusters Score -552556.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -552581.312500 Penalty: 4180.142090
	Iteration 21Q: 3 clusters Score -552581.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -552595.625000 Penalty: 4180.142090
	Iteration 22Q: 3 clusters Score -552595.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -552608.375000 Penalty: 4180.142090
	Iteration 23Q: 3 clusters Score -552608.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -552617.062500 Penalty: 4180.142090
	Iteration 24Q: 3 clusters Score -552617.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -552626.437500 Penalty: 4180.142090
	Iteration 25Q: 3 clusters Score -552626.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -552633.562500 Penalty: 4180.142090
	Iteration 26Q: 3 clusters Score -552633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -552638.500000 Penalty: 4180.142090
	Iteration 27Q: 3 clusters Score -552638.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -552644.625000 Penalty: 4180.142090
	Iteration 28Q: 3 clusters Score -552644.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -552651.125000 Penalty: 4180.142090
	Iteration 29Q: 3 clusters Score -552651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -552652.562500 Penalty: 4180.142090
	Iteration 30Q: 3 clusters Score -552652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -552654.875000 Penalty: 4180.142090
	Iteration 31Q: 3 clusters Score -552654.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -552655.437500 Penalty: 4180.142090
	Iteration 32Q: 3 clusters Score -552655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -552657.500000 Penalty: 4180.142090
	Iteration 33Q: 3 clusters Score -552657.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -552659.125000 Penalty: 4180.142090
	Iteration 34Q: 3 clusters Score -552659.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -552659.312500 Penalty: 4180.142090
	Iteration 35Q: 3 clusters Score -552659.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -552659.312500 Penalty: 4180.142090
	Iteration 36F: 3 clusters Score -552659.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -78121.023438 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -78121.02 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 418 members 
Entering Unmasked Estep 
Score: -76484.289062 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -76484.29 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -77009.726562 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -77009.73 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77168.289062 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -77168.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77267.945312 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -77267.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77330.101562 Penalty: 3334.424561
	Iteration 4Q: 3 clusters Score -77330.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77380.140625 Penalty: 3334.424561
	Iteration 5Q: 3 clusters Score -77380.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77402.023438 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -77402.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77412.914062 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -77412.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77418.820312 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -77418.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -77425.765625 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -77425.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -77447.054688 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -77447.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -77459.007812 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -77459.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -77478.453125 Penalty: 3334.424561
	Iteration 12Q: 3 clusters Score -77478.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77503.718750 Penalty: 3334.424561
	Iteration 13Q: 3 clusters Score -77503.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -77506.585938 Penalty: 3334.424561
	Iteration 14Q: 3 clusters Score -77506.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -77506.835938 Penalty: 3334.424561
	Iteration 15Q: 3 clusters Score -77506.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -77506.835938 Penalty: 3334.424561
	Iteration 16F: 3 clusters Score -77506.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Entering Unmasked Estep 
Score: -1067290.125000 Penalty: 2255.931885
	Iteration 0F: 2 clusters Score -1067290 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 4497 members 
Entering Unmasked Estep 
Score: -1060283.625000 Penalty: 4511.863770
	Iteration 0F: 3 clusters Score -1060284 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1062298.375000 Penalty: 4511.863770
	Iteration 1F: 3 clusters Score -1062298 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1062667.875000 Penalty: 4511.863770
	Iteration 2F: 3 clusters Score -1062668 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1062926.750000 Penalty: 4511.863770
	Iteration 3F: 3 clusters Score -1062927 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1063124.750000 Penalty: 4511.863770
	Iteration 4Q: 3 clusters Score -1063125 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1063329.500000 Penalty: 4511.863770
	Iteration 5Q: 3 clusters Score -1063330 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1063519.625000 Penalty: 4511.863770
	Iteration 6Q: 3 clusters Score -1063520 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1063710.625000 Penalty: 4511.863770
	Iteration 7Q: 3 clusters Score -1063711 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1063928.000000 Penalty: 4511.863770
	Iteration 8Q: 3 clusters Score -1063928 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1064216.375000 Penalty: 4511.863770
	Iteration 9Q: 3 clusters Score -1064216 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1064536.000000 Penalty: 4511.863770
	Iteration 10Q: 3 clusters Score -1064536 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1064824.125000 Penalty: 4511.863770
	Iteration 11Q: 3 clusters Score -1064824 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1065073.000000 Penalty: 4511.863770
	Iteration 12Q: 3 clusters Score -1065073 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1065227.250000 Penalty: 4511.863770
	Iteration 13Q: 3 clusters Score -1065227 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1065323.750000 Penalty: 4511.863770
	Iteration 14Q: 3 clusters Score -1065324 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1065374.250000 Penalty: 4511.863770
	Iteration 15Q: 3 clusters Score -1065374 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1065409.625000 Penalty: 4511.863770
	Iteration 16Q: 3 clusters Score -1065410 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1065432.500000 Penalty: 4511.863770
	Iteration 17Q: 3 clusters Score -1065432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1065446.750000 Penalty: 4511.863770
	Iteration 18Q: 3 clusters Score -1065447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1065460.000000 Penalty: 4511.863770
	Iteration 19Q: 3 clusters Score -1065460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1065470.500000 Penalty: 4511.863770
	Iteration 20F: 3 clusters Score -1065470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1065474.125000 Penalty: 4511.863770
	Iteration 21Q: 3 clusters Score -1065474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1065478.500000 Penalty: 4511.863770
	Iteration 22Q: 3 clusters Score -1065478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1065481.750000 Penalty: 4511.863770
	Iteration 23Q: 3 clusters Score -1065482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1065486.875000 Penalty: 4511.863770
	Iteration 24Q: 3 clusters Score -1065487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1065487.625000 Penalty: 4511.863770
	Iteration 25Q: 3 clusters Score -1065488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1065488.750000 Penalty: 4511.863770
	Iteration 26Q: 3 clusters Score -1065489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1065492.500000 Penalty: 4511.863770
	Iteration 27Q: 3 clusters Score -1065492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1065496.000000 Penalty: 4511.863770
	Iteration 28Q: 3 clusters Score -1065496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1065501.375000 Penalty: 4511.863770
	Iteration 29Q: 3 clusters Score -1065501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1065506.250000 Penalty: 4511.863770
	Iteration 30Q: 3 clusters Score -1065506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1065510.875000 Penalty: 4511.863770
	Iteration 31Q: 3 clusters Score -1065511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1065514.000000 Penalty: 4511.863770
	Iteration 32Q: 3 clusters Score -1065514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1065516.625000 Penalty: 4511.863770
	Iteration 33Q: 3 clusters Score -1065517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1065517.625000 Penalty: 4511.863770
	Iteration 34Q: 3 clusters Score -1065518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1065519.750000 Penalty: 4511.863770
	Iteration 35Q: 3 clusters Score -1065520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1065516.875000 Penalty: 4511.863770
	Iteration 36Q: 3 clusters Score -1065517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1065516.875000 Penalty: 4511.863770
	Iteration 37F: 3 clusters Score -1065517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 35827 members 
Mstep: Class 3 contains 12560 members 
Mstep: Class 4 contains 96118 members 
Mstep: Class 5 contains 17708 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 18531 members 
Mstep: Class 8 contains 3308 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 147018 members 
Mstep: Class 11 contains 43143 members 
Mstep: Class 12 contains 51359 members 
Mstep: Class 13 contains 24256 members 
Mstep: Class 14 contains 35247 members 
Mstep: Class 15 contains 177971 members 
Mstep: Class 16 contains 61018 members 
Mstep: Class 17 contains 201944 members 
Mstep: Class 18 contains 3474 members 
Mstep: Class 19 contains 5011 members 
Mstep: Class 20 contains 146285 members 
Mstep: Class 21 contains 9224 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 162077 members 
Mstep: Class 24 contains 20430 members 
Mstep: Class 25 contains 17851 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053456.000000 Penalty: 97997.882812
Iteration 79Q: 29 clusters Score -1.560535e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 35825 members 
Mstep: Class 3 contains 12558 members 
Mstep: Class 4 contains 96126 members 
Mstep: Class 5 contains 17734 members 
Mstep: Class 6 contains 10319 members 
Mstep: Class 7 contains 18484 members 
Mstep: Class 8 contains 3312 members 
Mstep: Class 9 contains 12537 members 
Mstep: Class 10 contains 146446 members 
Mstep: Class 11 contains 43097 members 
Mstep: Class 12 contains 51364 members 
Mstep: Class 13 contains 24258 members 
Mstep: Class 14 contains 35241 members 
Mstep: Class 15 contains 178009 members 
Mstep: Class 16 contains 61008 members 
Mstep: Class 17 contains 201951 members 
Mstep: Class 18 contains 3471 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 146893 members 
Mstep: Class 21 contains 9224 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 161984 members 
Mstep: Class 24 contains 20441 members 
Mstep: Class 25 contains 17888 members 
Mstep: Class 26 contains 4573 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053584.000000 Penalty: 97997.882812
Iteration 80F: 29 clusters Score -1.560536e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 35830 members 
Mstep: Class 3 contains 12557 members 
Mstep: Class 4 contains 96127 members 
Mstep: Class 5 contains 17752 members 
Mstep: Class 6 contains 10319 members 
Mstep: Class 7 contains 18455 members 
Mstep: Class 8 contains 3315 members 
Mstep: Class 9 contains 12566 members 
Mstep: Class 10 contains 145880 members 
Mstep: Class 11 contains 43070 members 
Mstep: Class 12 contains 51366 members 
Mstep: Class 13 contains 24262 members 
Mstep: Class 14 contains 35238 members 
Mstep: Class 15 contains 178041 members 
Mstep: Class 16 contains 60999 members 
Mstep: Class 17 contains 201955 members 
Mstep: Class 18 contains 3465 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 147513 members 
Mstep: Class 21 contains 9217 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 161864 members 
Mstep: Class 24 contains 20448 members 
Mstep: Class 25 contains 17919 members 
Mstep: Class 26 contains 4574 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053600.000000 Penalty: 97997.882812
Iteration 81Q: 29 clusters Score -1.560536e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 35831 members 
Mstep: Class 3 contains 12552 members 
Mstep: Class 4 contains 96135 members 
Mstep: Class 5 contains 17766 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 18426 members 
Mstep: Class 8 contains 3322 members 
Mstep: Class 9 contains 12596 members 
Mstep: Class 10 contains 145335 members 
Mstep: Class 11 contains 43041 members 
Mstep: Class 12 contains 51359 members 
Mstep: Class 13 contains 24258 members 
Mstep: Class 14 contains 35236 members 
Mstep: Class 15 contains 178070 members 
Mstep: Class 16 contains 60981 members 
Mstep: Class 17 contains 202003 members 
Mstep: Class 18 contains 3461 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 148091 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 161767 members 
Mstep: Class 24 contains 20456 members 
Mstep: Class 25 contains 17935 members 
Mstep: Class 26 contains 4574 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053744.000000 Penalty: 97997.882812
Iteration 82Q: 29 clusters Score -1.560537e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 35835 members 
Mstep: Class 3 contains 12548 members 
Mstep: Class 4 contains 96137 members 
Mstep: Class 5 contains 17786 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 18394 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 12620 members 
Mstep: Class 10 contains 144801 members 
Mstep: Class 11 contains 43012 members 
Mstep: Class 12 contains 51343 members 
Mstep: Class 13 contains 24252 members 
Mstep: Class 14 contains 35230 members 
Mstep: Class 15 contains 178090 members 
Mstep: Class 16 contains 60971 members 
Mstep: Class 17 contains 202074 members 
Mstep: Class 18 contains 3457 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 148689 members 
Mstep: Class 21 contains 9213 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 161661 members 
Mstep: Class 24 contains 20460 members 
Mstep: Class 25 contains 17940 members 
Mstep: Class 26 contains 4574 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054080.000000 Penalty: 97997.882812
Iteration 83Q: 29 clusters Score -1.560541e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 35831 members 
Mstep: Class 3 contains 12548 members 
Mstep: Class 4 contains 96136 members 
Mstep: Class 5 contains 17807 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 12652 members 
Mstep: Class 10 contains 144270 members 
Mstep: Class 11 contains 42991 members 
Mstep: Class 12 contains 51314 members 
Mstep: Class 13 contains 24250 members 
Mstep: Class 14 contains 35222 members 
Mstep: Class 15 contains 178128 members 
Mstep: Class 16 contains 60962 members 
Mstep: Class 17 contains 202156 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 149262 members 
Mstep: Class 21 contains 9211 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 161557 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 17942 members 
Mstep: Class 26 contains 4575 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053840.000000 Penalty: 97997.882812
Iteration 84Q: 29 clusters Score -1.560538e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 35826 members 
Mstep: Class 3 contains 12550 members 
Mstep: Class 4 contains 96138 members 
Mstep: Class 5 contains 17837 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 18311 members 
Mstep: Class 8 contains 3328 members 
Mstep: Class 9 contains 12666 members 
Mstep: Class 10 contains 143806 members 
Mstep: Class 11 contains 42972 members 
Mstep: Class 12 contains 51293 members 
Mstep: Class 13 contains 24245 members 
Mstep: Class 14 contains 35211 members 
Mstep: Class 15 contains 178173 members 
Mstep: Class 16 contains 60954 members 
Mstep: Class 17 contains 202209 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 149777 members 
Mstep: Class 21 contains 9207 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 161471 members 
Mstep: Class 24 contains 20466 members 
Mstep: Class 25 contains 17939 members 
Mstep: Class 26 contains 4575 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054240.000000 Penalty: 97997.882812
Iteration 85Q: 29 clusters Score -1.560542e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 35824 members 
Mstep: Class 3 contains 12556 members 
Mstep: Class 4 contains 96139 members 
Mstep: Class 5 contains 17874 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 18285 members 
Mstep: Class 8 contains 3326 members 
Mstep: Class 9 contains 12683 members 
Mstep: Class 10 contains 143373 members 
Mstep: Class 11 contains 42964 members 
Mstep: Class 12 contains 51273 members 
Mstep: Class 13 contains 24241 members 
Mstep: Class 14 contains 35194 members 
Mstep: Class 15 contains 178228 members 
Mstep: Class 16 contains 60957 members 
Mstep: Class 17 contains 202235 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 150261 members 
Mstep: Class 21 contains 9205 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 161362 members 
Mstep: Class 24 contains 20463 members 
Mstep: Class 25 contains 17936 members 
Mstep: Class 26 contains 4575 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054144.000000 Penalty: 97997.882812
Iteration 86Q: 29 clusters Score -1.560541e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 35829 members 
Mstep: Class 3 contains 12558 members 
Mstep: Class 4 contains 96143 members 
Mstep: Class 5 contains 17901 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 18268 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 12703 members 
Mstep: Class 10 contains 142974 members 
Mstep: Class 11 contains 42948 members 
Mstep: Class 12 contains 51255 members 
Mstep: Class 13 contains 24237 members 
Mstep: Class 14 contains 35177 members 
Mstep: Class 15 contains 178273 members 
Mstep: Class 16 contains 60954 members 
Mstep: Class 17 contains 202247 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 150700 members 
Mstep: Class 21 contains 9206 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 161278 members 
Mstep: Class 24 contains 20465 members 
Mstep: Class 25 contains 17940 members 
Mstep: Class 26 contains 4575 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053776.000000 Penalty: 97997.882812
Iteration 87Q: 29 clusters Score -1.560538e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 35828 members 
Mstep: Class 3 contains 12564 members 
Mstep: Class 4 contains 96142 members 
Mstep: Class 5 contains 17918 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 18245 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 12722 members 
Mstep: Class 10 contains 142612 members 
Mstep: Class 11 contains 42936 members 
Mstep: Class 12 contains 51244 members 
Mstep: Class 13 contains 24234 members 
Mstep: Class 14 contains 35170 members 
Mstep: Class 15 contains 178328 members 
Mstep: Class 16 contains 60948 members 
Mstep: Class 17 contains 202258 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 151113 members 
Mstep: Class 21 contains 9201 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 161199 members 
Mstep: Class 24 contains 20460 members 
Mstep: Class 25 contains 17935 members 
Mstep: Class 26 contains 4575 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054272.000000 Penalty: 97997.882812
Iteration 88Q: 29 clusters Score -1.560543e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 35825 members 
Mstep: Class 3 contains 12565 members 
Mstep: Class 4 contains 96141 members 
Mstep: Class 5 contains 17948 members 
Mstep: Class 6 contains 10319 members 
Mstep: Class 7 contains 18227 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 12742 members 
Mstep: Class 10 contains 142267 members 
Mstep: Class 11 contains 42930 members 
Mstep: Class 12 contains 51230 members 
Mstep: Class 13 contains 24226 members 
Mstep: Class 14 contains 35168 members 
Mstep: Class 15 contains 178411 members 
Mstep: Class 16 contains 60943 members 
Mstep: Class 17 contains 202237 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 151498 members 
Mstep: Class 21 contains 9196 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 161120 members 
Mstep: Class 24 contains 20456 members 
Mstep: Class 25 contains 17933 members 
Mstep: Class 26 contains 4575 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054368.000000 Penalty: 97997.882812
Iteration 89Q: 29 clusters Score -1.560544e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 35832 members 
Mstep: Class 3 contains 12567 members 
Mstep: Class 4 contains 96146 members 
Mstep: Class 5 contains 17972 members 
Mstep: Class 6 contains 10319 members 
Mstep: Class 7 contains 18211 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 12763 members 
Mstep: Class 10 contains 141959 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 51189 members 
Mstep: Class 13 contains 24221 members 
Mstep: Class 14 contains 35176 members 
Mstep: Class 15 contains 178483 members 
Mstep: Class 16 contains 60938 members 
Mstep: Class 17 contains 202227 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 151825 members 
Mstep: Class 21 contains 9193 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 161055 members 
Mstep: Class 24 contains 20456 members 
Mstep: Class 25 contains 17920 members 
Mstep: Class 26 contains 4576 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054736.000000 Penalty: 97997.882812
Iteration 90Q: 29 clusters Score -1.560547e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 35832 members 
Mstep: Class 3 contains 12571 members 
Mstep: Class 4 contains 96143 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 10319 members 
Mstep: Class 7 contains 18197 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 12780 members 
Mstep: Class 10 contains 141691 members 
Mstep: Class 11 contains 42923 members 
Mstep: Class 12 contains 51152 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 35177 members 
Mstep: Class 15 contains 178539 members 
Mstep: Class 16 contains 60932 members 
Mstep: Class 17 contains 202221 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152149 members 
Mstep: Class 21 contains 9193 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 160980 members 
Mstep: Class 24 contains 20450 members 
Mstep: Class 25 contains 17916 members 
Mstep: Class 26 contains 4577 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054496.000000 Penalty: 97997.882812
Iteration 91Q: 29 clusters Score -1.560545e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 35824 members 
Mstep: Class 3 contains 12572 members 
Mstep: Class 4 contains 96143 members 
Mstep: Class 5 contains 18001 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 18183 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 12793 members 
Mstep: Class 10 contains 141477 members 
Mstep: Class 11 contains 42917 members 
Mstep: Class 12 contains 51122 members 
Mstep: Class 13 contains 24214 members 
Mstep: Class 14 contains 35174 members 
Mstep: Class 15 contains 178604 members 
Mstep: Class 16 contains 60936 members 
Mstep: Class 17 contains 202181 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 152453 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 160915 members 
Mstep: Class 24 contains 20441 members 
Mstep: Class 25 contains 17909 members 
Mstep: Class 26 contains 4578 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054448.000000 Penalty: 97997.882812
Iteration 92Q: 29 clusters Score -1.560544e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 35819 members 
Mstep: Class 3 contains 12577 members 
Mstep: Class 4 contains 96142 members 
Mstep: Class 5 contains 18014 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 18155 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 12805 members 
Mstep: Class 10 contains 141321 members 
Mstep: Class 11 contains 42910 members 
Mstep: Class 12 contains 51089 members 
Mstep: Class 13 contains 24205 members 
Mstep: Class 14 contains 35167 members 
Mstep: Class 15 contains 178668 members 
Mstep: Class 16 contains 60931 members 
Mstep: Class 17 contains 202151 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 152701 members 
Mstep: Class 21 contains 9190 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 160872 members 
Mstep: Class 24 contains 20440 members 
Mstep: Class 25 contains 17894 members 
Mstep: Class 26 contains 4580 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 8999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054752.000000 Penalty: 97997.882812
Iteration 93Q: 29 clusters Score -1.560548e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 35819 members 
Mstep: Class 3 contains 12576 members 
Mstep: Class 4 contains 96142 members 
Mstep: Class 5 contains 18030 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 18133 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 12822 members 
Mstep: Class 10 contains 141201 members 
Mstep: Class 11 contains 42904 members 
Mstep: Class 12 contains 51073 members 
Mstep: Class 13 contains 24204 members 
Mstep: Class 14 contains 35164 members 
Mstep: Class 15 contains 178695 members 
Mstep: Class 16 contains 60924 members 
Mstep: Class 17 contains 202090 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152945 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 160824 members 
Mstep: Class 24 contains 20435 members 
Mstep: Class 25 contains 17882 members 
Mstep: Class 26 contains 4583 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054768.000000 Penalty: 97997.882812
Iteration 94Q: 29 clusters Score -1.560548e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 35822 members 
Mstep: Class 3 contains 12577 members 
Mstep: Class 4 contains 96138 members 
Mstep: Class 5 contains 18047 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 18127 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 12843 members 
Mstep: Class 10 contains 141075 members 
Mstep: Class 11 contains 42898 members 
Mstep: Class 12 contains 51035 members 
Mstep: Class 13 contains 24200 members 
Mstep: Class 14 contains 35167 members 
Mstep: Class 15 contains 178736 members 
Mstep: Class 16 contains 60918 members 
Mstep: Class 17 contains 202056 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 153161 members 
Mstep: Class 21 contains 9190 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 160760 members 
Mstep: Class 24 contains 20430 members 
Mstep: Class 25 contains 17871 members 
Mstep: Class 26 contains 4585 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054816.000000 Penalty: 97997.882812
Iteration 95Q: 29 clusters Score -1.560548e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 35819 members 
Mstep: Class 3 contains 12577 members 
Mstep: Class 4 contains 96135 members 
Mstep: Class 5 contains 18060 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 18120 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 12865 members 
Mstep: Class 10 contains 140976 members 
Mstep: Class 11 contains 42891 members 
Mstep: Class 12 contains 51008 members 
Mstep: Class 13 contains 24193 members 
Mstep: Class 14 contains 35167 members 
Mstep: Class 15 contains 178778 members 
Mstep: Class 16 contains 60919 members 
Mstep: Class 17 contains 202022 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 153337 members 
Mstep: Class 21 contains 9188 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 160709 members 
Mstep: Class 24 contains 20428 members 
Mstep: Class 25 contains 17862 members 
Mstep: Class 26 contains 4585 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054544.000000 Penalty: 97997.882812
Iteration 96Q: 29 clusters Score -1.560545e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 35818 members 
Mstep: Class 3 contains 12576 members 
Mstep: Class 4 contains 96132 members 
Mstep: Class 5 contains 18071 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 18111 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 12887 members 
Mstep: Class 10 contains 140897 members 
Mstep: Class 11 contains 42883 members 
Mstep: Class 12 contains 51015 members 
Mstep: Class 13 contains 24190 members 
Mstep: Class 14 contains 35164 members 
Mstep: Class 15 contains 178814 members 
Mstep: Class 16 contains 60924 members 
Mstep: Class 17 contains 201978 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 153473 members 
Mstep: Class 21 contains 9186 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160660 members 
Mstep: Class 24 contains 20425 members 
Mstep: Class 25 contains 17851 members 
Mstep: Class 26 contains 4585 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054448.000000 Penalty: 97997.882812
Iteration 97Q: 29 clusters Score -1.560544e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 35815 members 
Mstep: Class 3 contains 12578 members 
Mstep: Class 4 contains 96129 members 
Mstep: Class 5 contains 18080 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 18101 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 12909 members 
Mstep: Class 10 contains 140838 members 
Mstep: Class 11 contains 42879 members 
Mstep: Class 12 contains 50993 members 
Mstep: Class 13 contains 24182 members 
Mstep: Class 14 contains 35155 members 
Mstep: Class 15 contains 178856 members 
Mstep: Class 16 contains 60922 members 
Mstep: Class 17 contains 201927 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 153630 members 
Mstep: Class 21 contains 9182 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160619 members 
Mstep: Class 24 contains 20421 members 
Mstep: Class 25 contains 17839 members 
Mstep: Class 26 contains 4585 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054384.000000 Penalty: 97997.882812
Iteration 98Q: 29 clusters Score -1.560544e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 35816 members 
Mstep: Class 3 contains 12578 members 
Mstep: Class 4 contains 96129 members 
Mstep: Class 5 contains 18089 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 18097 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 12926 members 
Mstep: Class 10 contains 140790 members 
Mstep: Class 11 contains 42870 members 
Mstep: Class 12 contains 50964 members 
Mstep: Class 13 contains 24181 members 
Mstep: Class 14 contains 35151 members 
Mstep: Class 15 contains 178904 members 
Mstep: Class 16 contains 60920 members 
Mstep: Class 17 contains 201895 members 
Mstep: Class 18 contains 3441 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 153741 members 
Mstep: Class 21 contains 9178 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160579 members 
Mstep: Class 24 contains 20419 members 
Mstep: Class 25 contains 17831 members 
Mstep: Class 26 contains 4585 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054032.000000 Penalty: 97997.882812
Iteration 99Q: 29 clusters Score -1.56054e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 35816 members 
Mstep: Class 3 contains 12578 members 
Mstep: Class 4 contains 96125 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 18089 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 12936 members 
Mstep: Class 10 contains 140767 members 
Mstep: Class 11 contains 42865 members 
Mstep: Class 12 contains 50940 members 
Mstep: Class 13 contains 24184 members 
Mstep: Class 14 contains 35151 members 
Mstep: Class 15 contains 178955 members 
Mstep: Class 16 contains 60919 members 
Mstep: Class 17 contains 201868 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 153810 members 
Mstep: Class 21 contains 9183 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160550 members 
Mstep: Class 24 contains 20413 members 
Mstep: Class 25 contains 17814 members 
Mstep: Class 26 contains 4585 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053952.000000 Penalty: 97997.882812
Iteration 100F: 29 clusters Score -1.56054e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 35813 members 
Mstep: Class 3 contains 12579 members 
Mstep: Class 4 contains 96126 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 18075 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 140753 members 
Mstep: Class 11 contains 42852 members 
Mstep: Class 12 contains 50914 members 
Mstep: Class 13 contains 24180 members 
Mstep: Class 14 contains 35150 members 
Mstep: Class 15 contains 179003 members 
Mstep: Class 16 contains 60916 members 
Mstep: Class 17 contains 201858 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 153885 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160526 members 
Mstep: Class 24 contains 20408 members 
Mstep: Class 25 contains 17804 members 
Mstep: Class 26 contains 4585 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053680.000000 Penalty: 97997.882812
Iteration 101Q: 29 clusters Score -1.560537e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 35797 members 
Mstep: Class 3 contains 12580 members 
Mstep: Class 4 contains 96124 members 
Mstep: Class 5 contains 18098 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 18064 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 12949 members 
Mstep: Class 10 contains 140733 members 
Mstep: Class 11 contains 42843 members 
Mstep: Class 12 contains 50896 members 
Mstep: Class 13 contains 24174 members 
Mstep: Class 14 contains 35151 members 
Mstep: Class 15 contains 179054 members 
Mstep: Class 16 contains 60918 members 
Mstep: Class 17 contains 201830 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 153955 members 
Mstep: Class 21 contains 9183 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160521 members 
Mstep: Class 24 contains 20400 members 
Mstep: Class 25 contains 17795 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053504.000000 Penalty: 97997.882812
Iteration 102Q: 29 clusters Score -1.560535e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 35793 members 
Mstep: Class 3 contains 12581 members 
Mstep: Class 4 contains 96122 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 18049 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 12955 members 
Mstep: Class 10 contains 140722 members 
Mstep: Class 11 contains 42834 members 
Mstep: Class 12 contains 50884 members 
Mstep: Class 13 contains 24170 members 
Mstep: Class 14 contains 35147 members 
Mstep: Class 15 contains 179081 members 
Mstep: Class 16 contains 60914 members 
Mstep: Class 17 contains 201825 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 153989 members 
Mstep: Class 21 contains 9182 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160529 members 
Mstep: Class 24 contains 20395 members 
Mstep: Class 25 contains 17787 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053648.000000 Penalty: 97997.882812
Iteration 103Q: 29 clusters Score -1.560536e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 35787 members 
Mstep: Class 3 contains 12584 members 
Mstep: Class 4 contains 96117 members 
Mstep: Class 5 contains 18103 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 18038 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 12964 members 
Mstep: Class 10 contains 140744 members 
Mstep: Class 11 contains 42825 members 
Mstep: Class 12 contains 50861 members 
Mstep: Class 13 contains 24171 members 
Mstep: Class 14 contains 35143 members 
Mstep: Class 15 contains 179116 members 
Mstep: Class 16 contains 60913 members 
Mstep: Class 17 contains 201830 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 153991 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160519 members 
Mstep: Class 24 contains 20390 members 
Mstep: Class 25 contains 17779 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053488.000000 Penalty: 97997.882812
Iteration 104Q: 29 clusters Score -1.560535e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 35789 members 
Mstep: Class 3 contains 12586 members 
Mstep: Class 4 contains 96112 members 
Mstep: Class 5 contains 18105 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 18032 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 12967 members 
Mstep: Class 10 contains 140801 members 
Mstep: Class 11 contains 42817 members 
Mstep: Class 12 contains 50848 members 
Mstep: Class 13 contains 24175 members 
Mstep: Class 14 contains 35144 members 
Mstep: Class 15 contains 179146 members 
Mstep: Class 16 contains 60910 members 
Mstep: Class 17 contains 201827 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 153972 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160510 members 
Mstep: Class 24 contains 20381 members 
Mstep: Class 25 contains 17762 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053472.000000 Penalty: 97997.882812
Iteration 105Q: 29 clusters Score -1.560535e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 35799 members 
Mstep: Class 3 contains 12588 members 
Mstep: Class 4 contains 96108 members 
Mstep: Class 5 contains 18111 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 18027 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 12977 members 
Mstep: Class 10 contains 140864 members 
Mstep: Class 11 contains 42810 members 
Mstep: Class 12 contains 50839 members 
Mstep: Class 13 contains 24171 members 
Mstep: Class 14 contains 35140 members 
Mstep: Class 15 contains 179185 members 
Mstep: Class 16 contains 60905 members 
Mstep: Class 17 contains 201799 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 153945 members 
Mstep: Class 21 contains 9175 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160490 members 
Mstep: Class 24 contains 20374 members 
Mstep: Class 25 contains 17748 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053408.000000 Penalty: 97997.882812
Iteration 106Q: 29 clusters Score -1.560534e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 35799 members 
Mstep: Class 3 contains 12589 members 
Mstep: Class 4 contains 96103 members 
Mstep: Class 5 contains 18107 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 18020 members 
Mstep: Class 8 contains 3321 members 
Mstep: Class 9 contains 12977 members 
Mstep: Class 10 contains 141007 members 
Mstep: Class 11 contains 42803 members 
Mstep: Class 12 contains 50825 members 
Mstep: Class 13 contains 24167 members 
Mstep: Class 14 contains 35136 members 
Mstep: Class 15 contains 179209 members 
Mstep: Class 16 contains 60901 members 
Mstep: Class 17 contains 201796 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 153871 members 
Mstep: Class 21 contains 9175 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160476 members 
Mstep: Class 24 contains 20372 members 
Mstep: Class 25 contains 17730 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053376.000000 Penalty: 97997.882812
Iteration 107Q: 29 clusters Score -1.560534e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 35797 members 
Mstep: Class 3 contains 12591 members 
Mstep: Class 4 contains 96095 members 
Mstep: Class 5 contains 18104 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 18014 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 12977 members 
Mstep: Class 10 contains 141174 members 
Mstep: Class 11 contains 42798 members 
Mstep: Class 12 contains 50816 members 
Mstep: Class 13 contains 24156 members 
Mstep: Class 14 contains 35137 members 
Mstep: Class 15 contains 179238 members 
Mstep: Class 16 contains 60895 members 
Mstep: Class 17 contains 201788 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 153772 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160459 members 
Mstep: Class 24 contains 20369 members 
Mstep: Class 25 contains 17716 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053312.000000 Penalty: 97997.882812
Iteration 108Q: 29 clusters Score -1.560533e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 35800 members 
Mstep: Class 3 contains 12589 members 
Mstep: Class 4 contains 96093 members 
Mstep: Class 5 contains 18104 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 18006 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 12978 members 
Mstep: Class 10 contains 141353 members 
Mstep: Class 11 contains 42787 members 
Mstep: Class 12 contains 50803 members 
Mstep: Class 13 contains 24148 members 
Mstep: Class 14 contains 35133 members 
Mstep: Class 15 contains 179278 members 
Mstep: Class 16 contains 60893 members 
Mstep: Class 17 contains 201795 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 153637 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160446 members 
Mstep: Class 24 contains 20364 members 
Mstep: Class 25 contains 17697 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053328.000000 Penalty: 97997.882812
Iteration 109Q: 29 clusters Score -1.560533e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 35797 members 
Mstep: Class 3 contains 12587 members 
Mstep: Class 4 contains 96093 members 
Mstep: Class 5 contains 18102 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17997 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 12978 members 
Mstep: Class 10 contains 141544 members 
Mstep: Class 11 contains 42775 members 
Mstep: Class 12 contains 50796 members 
Mstep: Class 13 contains 24143 members 
Mstep: Class 14 contains 35130 members 
Mstep: Class 15 contains 179316 members 
Mstep: Class 16 contains 60890 members 
Mstep: Class 17 contains 201799 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 153481 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160435 members 
Mstep: Class 24 contains 20360 members 
Mstep: Class 25 contains 17681 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053264.000000 Penalty: 97997.882812
Iteration 110Q: 29 clusters Score -1.560533e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 35797 members 
Mstep: Class 3 contains 12584 members 
Mstep: Class 4 contains 96089 members 
Mstep: Class 5 contains 18106 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17985 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 12978 members 
Mstep: Class 10 contains 141728 members 
Mstep: Class 11 contains 42775 members 
Mstep: Class 12 contains 50802 members 
Mstep: Class 13 contains 24142 members 
Mstep: Class 14 contains 35124 members 
Mstep: Class 15 contains 179351 members 
Mstep: Class 16 contains 60886 members 
Mstep: Class 17 contains 201793 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 153319 members 
Mstep: Class 21 contains 9170 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160414 members 
Mstep: Class 24 contains 20358 members 
Mstep: Class 25 contains 17676 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053232.000000 Penalty: 97997.882812
Iteration 111Q: 29 clusters Score -1.560532e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 35792 members 
Mstep: Class 3 contains 12584 members 
Mstep: Class 4 contains 96090 members 
Mstep: Class 5 contains 18106 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17978 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 12981 members 
Mstep: Class 10 contains 141941 members 
Mstep: Class 11 contains 42776 members 
Mstep: Class 12 contains 50811 members 
Mstep: Class 13 contains 24135 members 
Mstep: Class 14 contains 35118 members 
Mstep: Class 15 contains 179380 members 
Mstep: Class 16 contains 60886 members 
Mstep: Class 17 contains 201765 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 153136 members 
Mstep: Class 21 contains 9170 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160408 members 
Mstep: Class 24 contains 20357 members 
Mstep: Class 25 contains 17664 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053184.000000 Penalty: 97997.882812
Iteration 112Q: 29 clusters Score -1.560532e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 35788 members 
Mstep: Class 3 contains 12586 members 
Mstep: Class 4 contains 96089 members 
Mstep: Class 5 contains 18103 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17972 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 12982 members 
Mstep: Class 10 contains 142135 members 
Mstep: Class 11 contains 42775 members 
Mstep: Class 12 contains 50798 members 
Mstep: Class 13 contains 24132 members 
Mstep: Class 14 contains 35115 members 
Mstep: Class 15 contains 179416 members 
Mstep: Class 16 contains 60884 members 
Mstep: Class 17 contains 201764 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152956 members 
Mstep: Class 21 contains 9170 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160395 members 
Mstep: Class 24 contains 20354 members 
Mstep: Class 25 contains 17665 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053296.000000 Penalty: 97997.882812
Iteration 113Q: 29 clusters Score -1.560533e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 35786 members 
Mstep: Class 3 contains 12587 members 
Mstep: Class 4 contains 96088 members 
Mstep: Class 5 contains 18105 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17968 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 12984 members 
Mstep: Class 10 contains 142358 members 
Mstep: Class 11 contains 42774 members 
Mstep: Class 12 contains 50795 members 
Mstep: Class 13 contains 24129 members 
Mstep: Class 14 contains 35103 members 
Mstep: Class 15 contains 179441 members 
Mstep: Class 16 contains 60883 members 
Mstep: Class 17 contains 201749 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 152760 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160379 members 
Mstep: Class 24 contains 20351 members 
Mstep: Class 25 contains 17667 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053328.000000 Penalty: 97997.882812
Iteration 114Q: 29 clusters Score -1.560533e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 35787 members 
Mstep: Class 3 contains 12583 members 
Mstep: Class 4 contains 96088 members 
Mstep: Class 5 contains 18107 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17964 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 12984 members 
Mstep: Class 10 contains 142567 members 
Mstep: Class 11 contains 42772 members 
Mstep: Class 12 contains 50798 members 
Mstep: Class 13 contains 24128 members 
Mstep: Class 14 contains 35097 members 
Mstep: Class 15 contains 179460 members 
Mstep: Class 16 contains 60877 members 
Mstep: Class 17 contains 201732 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 152579 members 
Mstep: Class 21 contains 9170 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160374 members 
Mstep: Class 24 contains 20345 members 
Mstep: Class 25 contains 17666 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053472.000000 Penalty: 97997.882812
Iteration 115Q: 29 clusters Score -1.560535e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 35794 members 
Mstep: Class 3 contains 12584 members 
Mstep: Class 4 contains 96086 members 
Mstep: Class 5 contains 18106 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17961 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 12984 members 
Mstep: Class 10 contains 142780 members 
Mstep: Class 11 contains 42768 members 
Mstep: Class 12 contains 50794 members 
Mstep: Class 13 contains 24129 members 
Mstep: Class 14 contains 35096 members 
Mstep: Class 15 contains 179480 members 
Mstep: Class 16 contains 60875 members 
Mstep: Class 17 contains 201704 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 152395 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160361 members 
Mstep: Class 24 contains 20346 members 
Mstep: Class 25 contains 17666 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053520.000000 Penalty: 97997.882812
Iteration 116Q: 29 clusters Score -1.560535e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 35792 members 
Mstep: Class 3 contains 12584 members 
Mstep: Class 4 contains 96083 members 
Mstep: Class 5 contains 18105 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17959 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 12991 members 
Mstep: Class 10 contains 143004 members 
Mstep: Class 11 contains 42768 members 
Mstep: Class 12 contains 50783 members 
Mstep: Class 13 contains 24130 members 
Mstep: Class 14 contains 35095 members 
Mstep: Class 15 contains 179514 members 
Mstep: Class 16 contains 60877 members 
Mstep: Class 17 contains 201685 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 152174 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 160354 members 
Mstep: Class 24 contains 20346 members 
Mstep: Class 25 contains 17669 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053408.000000 Penalty: 97997.882812
Iteration 117Q: 29 clusters Score -1.560534e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 35791 members 
Mstep: Class 3 contains 12583 members 
Mstep: Class 4 contains 96082 members 
Mstep: Class 5 contains 18106 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17954 members 
Mstep: Class 8 contains 3322 members 
Mstep: Class 9 contains 12992 members 
Mstep: Class 10 contains 143237 members 
Mstep: Class 11 contains 42763 members 
Mstep: Class 12 contains 50775 members 
Mstep: Class 13 contains 24130 members 
Mstep: Class 14 contains 35090 members 
Mstep: Class 15 contains 179532 members 
Mstep: Class 16 contains 60874 members 
Mstep: Class 17 contains 201670 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151970 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 160353 members 
Mstep: Class 24 contains 20345 members 
Mstep: Class 25 contains 17667 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053664.000000 Penalty: 97997.882812
Iteration 118Q: 29 clusters Score -1.560537e+08 nChanged 482
Entering ConstructFrom: 
Score: -156053664.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (14050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Entering Unmasked Estep 
Score: -1643367.875000 Penalty: 2368.493652
	Iteration 0F: 2 clusters Score -1643368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1633132.750000 Penalty: 4736.987305
	Iteration 0F: 3 clusters Score -1633133 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1636397.875000 Penalty: 4736.987305
	Iteration 1F: 3 clusters Score -1636398 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1636791.500000 Penalty: 4736.987305
	Iteration 2F: 3 clusters Score -1636792 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1637192.375000 Penalty: 4736.987305
	Iteration 3F: 3 clusters Score -1637192 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1637670.375000 Penalty: 4736.987305
	Iteration 4F: 3 clusters Score -1637670 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1638180.250000 Penalty: 4736.987305
	Iteration 5F: 3 clusters Score -1638180 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1638760.750000 Penalty: 4736.987305
	Iteration 6F: 3 clusters Score -1638761 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1639358.375000 Penalty: 4736.987305
	Iteration 7F: 3 clusters Score -1639358 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1639817.000000 Penalty: 4736.987305
	Iteration 8F: 3 clusters Score -1639817 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1640168.625000 Penalty: 4736.987305
	Iteration 9Q: 3 clusters Score -1640169 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1640380.375000 Penalty: 4736.987305
	Iteration 10Q: 3 clusters Score -1640380 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1640534.750000 Penalty: 4736.987305
	Iteration 11Q: 3 clusters Score -1640535 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1640645.750000 Penalty: 4736.987305
	Iteration 12Q: 3 clusters Score -1640646 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1640725.125000 Penalty: 4736.987305
	Iteration 13Q: 3 clusters Score -1640725 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1640770.750000 Penalty: 4736.987305
	Iteration 14Q: 3 clusters Score -1640771 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1640810.000000 Penalty: 4736.987305
	Iteration 15Q: 3 clusters Score -1640810 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1640834.000000 Penalty: 4736.987305
	Iteration 16Q: 3 clusters Score -1640834 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1640867.375000 Penalty: 4736.987305
	Iteration 17Q: 3 clusters Score -1640867 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1640895.000000 Penalty: 4736.987305
	Iteration 18Q: 3 clusters Score -1640895 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1640915.500000 Penalty: 4736.987305
	Iteration 19Q: 3 clusters Score -1640916 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1640936.250000 Penalty: 4736.987305
	Iteration 20F: 3 clusters Score -1640936 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1640965.375000 Penalty: 4736.987305
	Iteration 21Q: 3 clusters Score -1640965 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1640974.000000 Penalty: 4736.987305
	Iteration 22Q: 3 clusters Score -1640974 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1640997.375000 Penalty: 4736.987305
	Iteration 23Q: 3 clusters Score -1640997 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1641015.125000 Penalty: 4736.987305
	Iteration 24Q: 3 clusters Score -1641015 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1641038.375000 Penalty: 4736.987305
	Iteration 25Q: 3 clusters Score -1641038 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1641069.250000 Penalty: 4736.987305
	Iteration 26Q: 3 clusters Score -1641069 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1641108.625000 Penalty: 4736.987305
	Iteration 27Q: 3 clusters Score -1641109 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1641149.375000 Penalty: 4736.987305
	Iteration 28Q: 3 clusters Score -1641149 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1641187.125000 Penalty: 4736.987305
	Iteration 29Q: 3 clusters Score -1641187 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1641236.875000 Penalty: 4736.987305
	Iteration 30Q: 3 clusters Score -1641237 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1641269.875000 Penalty: 4736.987305
	Iteration 31Q: 3 clusters Score -1641270 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1641306.125000 Penalty: 4736.987305
	Iteration 32Q: 3 clusters Score -1641306 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1641343.375000 Penalty: 4736.987305
	Iteration 33Q: 3 clusters Score -1641343 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1641390.625000 Penalty: 4736.987305
	Iteration 34Q: 3 clusters Score -1641391 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1641449.250000 Penalty: 4736.987305
	Iteration 35Q: 3 clusters Score -1641449 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1641501.625000 Penalty: 4736.987305
	Iteration 36Q: 3 clusters Score -1641502 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1641556.000000 Penalty: 4736.987305
	Iteration 37Q: 3 clusters Score -1641556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1641594.125000 Penalty: 4736.987305
	Iteration 38Q: 3 clusters Score -1641594 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1641641.750000 Penalty: 4736.987305
	Iteration 39Q: 3 clusters Score -1641642 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1641673.750000 Penalty: 4736.987305
	Iteration 40F: 3 clusters Score -1641674 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1641700.750000 Penalty: 4736.987305
	Iteration 41Q: 3 clusters Score -1641701 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1641729.125000 Penalty: 4736.987305
	Iteration 42Q: 3 clusters Score -1641729 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1641751.625000 Penalty: 4736.987305
	Iteration 43Q: 3 clusters Score -1641752 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1641774.750000 Penalty: 4736.987305
	Iteration 44Q: 3 clusters Score -1641775 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1641794.750000 Penalty: 4736.987305
	Iteration 45Q: 3 clusters Score -1641795 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1641811.125000 Penalty: 4736.987305
	Iteration 46Q: 3 clusters Score -1641811 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1641823.500000 Penalty: 4736.987305
	Iteration 47Q: 3 clusters Score -1641824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1641835.125000 Penalty: 4736.987305
	Iteration 48Q: 3 clusters Score -1641835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1641842.625000 Penalty: 4736.987305
	Iteration 49Q: 3 clusters Score -1641843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1641853.500000 Penalty: 4736.987305
	Iteration 50Q: 3 clusters Score -1641854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1641859.250000 Penalty: 4736.987305
	Iteration 51Q: 3 clusters Score -1641859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1641865.000000 Penalty: 4736.987305
	Iteration 52Q: 3 clusters Score -1641865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1641866.000000 Penalty: 4736.987305
	Iteration 53Q: 3 clusters Score -1641866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1641870.000000 Penalty: 4736.987305
	Iteration 54Q: 3 clusters Score -1641870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1641875.000000 Penalty: 4736.987305
	Iteration 55Q: 3 clusters Score -1641875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1641879.625000 Penalty: 4736.987305
	Iteration 56Q: 3 clusters Score -1641880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1641884.750000 Penalty: 4736.987305
	Iteration 57Q: 3 clusters Score -1641885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1641882.125000 Penalty: 4736.987305
	Iteration 58Q: 3 clusters Score -1641882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1641888.250000 Penalty: 4736.987305
	Iteration 59Q: 3 clusters Score -1641888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1641891.250000 Penalty: 4736.987305
	Iteration 60F: 3 clusters Score -1641891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1641893.750000 Penalty: 4736.987305
	Iteration 61Q: 3 clusters Score -1641894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1641902.500000 Penalty: 4736.987305
	Iteration 62Q: 3 clusters Score -1641902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1641899.000000 Penalty: 4736.987305
	Iteration 63Q: 3 clusters Score -1641899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1641900.250000 Penalty: 4736.987305
	Iteration 64Q: 3 clusters Score -1641900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1641904.750000 Penalty: 4736.987305
	Iteration 65Q: 3 clusters Score -1641905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1641904.500000 Penalty: 4736.987305
	Iteration 66Q: 3 clusters Score -1641904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1641902.125000 Penalty: 4736.987305
	Iteration 67Q: 3 clusters Score -1641902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1641904.000000 Penalty: 4736.987305
	Iteration 68Q: 3 clusters Score -1641904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1641905.875000 Penalty: 4736.987305
	Iteration 69Q: 3 clusters Score -1641906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1641909.750000 Penalty: 4736.987305
	Iteration 70Q: 3 clusters Score -1641910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1641909.500000 Penalty: 4736.987305
	Iteration 71Q: 3 clusters Score -1641910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1641910.125000 Penalty: 4736.987305
	Iteration 72Q: 3 clusters Score -1641910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1641912.375000 Penalty: 4736.987305
	Iteration 73Q: 3 clusters Score -1641912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1641914.250000 Penalty: 4736.987305
	Iteration 74Q: 3 clusters Score -1641914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1641916.000000 Penalty: 4736.987305
	Iteration 75Q: 3 clusters Score -1641916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1641915.875000 Penalty: 4736.987305
	Iteration 76Q: 3 clusters Score -1641916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1641920.750000 Penalty: 4736.987305
	Iteration 77Q: 3 clusters Score -1641921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1641922.750000 Penalty: 4736.987305
	Iteration 78Q: 3 clusters Score -1641923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1641925.250000 Penalty: 4736.987305
	Iteration 79Q: 3 clusters Score -1641925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1641924.625000 Penalty: 4736.987305
	Iteration 80F: 3 clusters Score -1641925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1641926.375000 Penalty: 4736.987305
	Iteration 81Q: 3 clusters Score -1641926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1641928.625000 Penalty: 4736.987305
	Iteration 82Q: 3 clusters Score -1641929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1641929.250000 Penalty: 4736.987305
	Iteration 83Q: 3 clusters Score -1641929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1641929.250000 Penalty: 4736.987305
	Iteration 84F: 3 clusters Score -1641929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Entering Unmasked Estep 
Score: -4283968.000000 Penalty: 2600.398926
	Iteration 0F: 2 clusters Score -4283968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -4259680.500000 Penalty: 5200.797852
	Iteration 0F: 3 clusters Score -4259680 nChanged 16267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -4268572.000000 Penalty: 5200.797852
	Iteration 1F: 3 clusters Score -4268572 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -4269145.500000 Penalty: 5200.797852
	Iteration 2Q: 3 clusters Score -4269146 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -4269659.000000 Penalty: 5200.797852
	Iteration 3Q: 3 clusters Score -4269659 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -4270140.500000 Penalty: 5200.797852
	Iteration 4Q: 3 clusters Score -4270140 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -4270750.000000 Penalty: 5200.797852
	Iteration 5Q: 3 clusters Score -4270750 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4271469.000000 Penalty: 5200.797852
	Iteration 6Q: 3 clusters Score -4271469 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -4272147.500000 Penalty: 5200.797852
	Iteration 7Q: 3 clusters Score -4272148 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4272912.500000 Penalty: 5200.797852
	Iteration 8Q: 3 clusters Score -4272912 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -4273767.500000 Penalty: 5200.797852
	Iteration 9Q: 3 clusters Score -4273768 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4274732.500000 Penalty: 5200.797852
	Iteration 10Q: 3 clusters Score -4274732 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4275755.500000 Penalty: 5200.797852
	Iteration 11Q: 3 clusters Score -4275756 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -4276689.000000 Penalty: 5200.797852
	Iteration 12Q: 3 clusters Score -4276689 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -4277299.500000 Penalty: 5200.797852
	Iteration 13Q: 3 clusters Score -4277300 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -4277658.500000 Penalty: 5200.797852
	Iteration 14Q: 3 clusters Score -4277658 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -4277881.500000 Penalty: 5200.797852
	Iteration 15Q: 3 clusters Score -4277882 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4278030.000000 Penalty: 5200.797852
	Iteration 16Q: 3 clusters Score -4278030 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4278157.500000 Penalty: 5200.797852
	Iteration 17Q: 3 clusters Score -4278158 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -4278276.500000 Penalty: 5200.797852
	Iteration 18Q: 3 clusters Score -4278276 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -4278373.500000 Penalty: 5200.797852
	Iteration 19Q: 3 clusters Score -4278374 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -4278484.500000 Penalty: 5200.797852
	Iteration 20F: 3 clusters Score -4278484 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -4278564.000000 Penalty: 5200.797852
	Iteration 21Q: 3 clusters Score -4278564 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4278654.500000 Penalty: 5200.797852
	Iteration 22Q: 3 clusters Score -4278654 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -4278718.000000 Penalty: 5200.797852
	Iteration 23Q: 3 clusters Score -4278718 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -4278802.500000 Penalty: 5200.797852
	Iteration 24Q: 3 clusters Score -4278802 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -4278872.000000 Penalty: 5200.797852
	Iteration 25Q: 3 clusters Score -4278872 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -4278949.500000 Penalty: 5200.797852
	Iteration 26Q: 3 clusters Score -4278950 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -4279027.000000 Penalty: 5200.797852
	Iteration 27Q: 3 clusters Score -4279027 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -4279132.000000 Penalty: 5200.797852
	Iteration 28Q: 3 clusters Score -4279132 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -4279216.000000 Penalty: 5200.797852
	Iteration 29Q: 3 clusters Score -4279216 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -4279351.000000 Penalty: 5200.797852
	Iteration 30Q: 3 clusters Score -4279351 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -4279461.500000 Penalty: 5200.797852
	Iteration 31Q: 3 clusters Score -4279462 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -4279593.000000 Penalty: 5200.797852
	Iteration 32Q: 3 clusters Score -4279593 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -4279708.500000 Penalty: 5200.797852
	Iteration 33Q: 3 clusters Score -4279708 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -4279822.000000 Penalty: 5200.797852
	Iteration 34Q: 3 clusters Score -4279822 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -4279946.500000 Penalty: 5200.797852
	Iteration 35Q: 3 clusters Score -4279946 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -4280049.000000 Penalty: 5200.797852
	Iteration 36Q: 3 clusters Score -4280049 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -4280163.500000 Penalty: 5200.797852
	Iteration 37Q: 3 clusters Score -4280164 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -4280295.000000 Penalty: 5200.797852
	Iteration 38Q: 3 clusters Score -4280295 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -4280412.000000 Penalty: 5200.797852
	Iteration 39Q: 3 clusters Score -4280412 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -4280538.000000 Penalty: 5200.797852
	Iteration 40F: 3 clusters Score -4280538 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -4280693.000000 Penalty: 5200.797852
	Iteration 41Q: 3 clusters Score -4280693 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -4280818.500000 Penalty: 5200.797852
	Iteration 42Q: 3 clusters Score -4280818 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -4280953.000000 Penalty: 5200.797852
	Iteration 43Q: 3 clusters Score -4280953 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -4281068.000000 Penalty: 5200.797852
	Iteration 44Q: 3 clusters Score -4281068 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -4281174.500000 Penalty: 5200.797852
	Iteration 45Q: 3 clusters Score -4281174 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -4281272.500000 Penalty: 5200.797852
	Iteration 46Q: 3 clusters Score -4281272 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -4281378.500000 Penalty: 5200.797852
	Iteration 47Q: 3 clusters Score -4281378 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -4281492.000000 Penalty: 5200.797852
	Iteration 48Q: 3 clusters Score -4281492 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -4281603.000000 Penalty: 5200.797852
	Iteration 49Q: 3 clusters Score -4281603 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -4281675.000000 Penalty: 5200.797852
	Iteration 50Q: 3 clusters Score -4281675 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -4281757.500000 Penalty: 5200.797852
	Iteration 51Q: 3 clusters Score -4281758 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4281814.500000 Penalty: 5200.797852
	Iteration 52Q: 3 clusters Score -4281814 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4281883.000000 Penalty: 5200.797852
	Iteration 53Q: 3 clusters Score -4281883 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -4281955.000000 Penalty: 5200.797852
	Iteration 54Q: 3 clusters Score -4281955 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -4282048.000000 Penalty: 5200.797852
	Iteration 55Q: 3 clusters Score -4282048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -4282110.000000 Penalty: 5200.797852
	Iteration 56Q: 3 clusters Score -4282110 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -4282146.500000 Penalty: 5200.797852
	Iteration 57Q: 3 clusters Score -4282146 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -4282189.000000 Penalty: 5200.797852
	Iteration 58Q: 3 clusters Score -4282189 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4282211.000000 Penalty: 5200.797852
	Iteration 59Q: 3 clusters Score -4282211 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4282227.500000 Penalty: 5200.797852
	Iteration 60F: 3 clusters Score -4282228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -4282244.500000 Penalty: 5200.797852
	Iteration 61Q: 3 clusters Score -4282244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -4282259.500000 Penalty: 5200.797852
	Iteration 62Q: 3 clusters Score -4282260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -4282281.500000 Penalty: 5200.797852
	Iteration 63Q: 3 clusters Score -4282282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -4282288.500000 Penalty: 5200.797852
	Iteration 64Q: 3 clusters Score -4282288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -4282301.000000 Penalty: 5200.797852
	Iteration 65Q: 3 clusters Score -4282301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -4282309.500000 Penalty: 5200.797852
	Iteration 66Q: 3 clusters Score -4282310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4282316.000000 Penalty: 5200.797852
	Iteration 67Q: 3 clusters Score -4282316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -4282326.000000 Penalty: 5200.797852
	Iteration 68Q: 3 clusters Score -4282326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -4282335.000000 Penalty: 5200.797852
	Iteration 69Q: 3 clusters Score -4282335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -4282337.000000 Penalty: 5200.797852
	Iteration 70Q: 3 clusters Score -4282337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -4282345.500000 Penalty: 5200.797852
	Iteration 71Q: 3 clusters Score -4282346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -4282356.500000 Penalty: 5200.797852
	Iteration 72Q: 3 clusters Score -4282356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4282371.000000 Penalty: 5200.797852
	Iteration 73Q: 3 clusters Score -4282371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4282369.000000 Penalty: 5200.797852
	Iteration 74Q: 3 clusters Score -4282369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4282378.000000 Penalty: 5200.797852
	Iteration 75Q: 3 clusters Score -4282378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4282381.000000 Penalty: 5200.797852
	Iteration 76Q: 3 clusters Score -4282381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -4282380.000000 Penalty: 5200.797852
	Iteration 77Q: 3 clusters Score -4282380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -4282386.000000 Penalty: 5200.797852
	Iteration 78Q: 3 clusters Score -4282386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -4282390.000000 Penalty: 5200.797852
	Iteration 79Q: 3 clusters Score -4282390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -4282394.000000 Penalty: 5200.797852
	Iteration 80F: 3 clusters Score -4282394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4282400.500000 Penalty: 5200.797852
	Iteration 81Q: 3 clusters Score -4282400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -4282403.500000 Penalty: 5200.797852
	Iteration 82Q: 3 clusters Score -4282404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -4282403.000000 Penalty: 5200.797852
	Iteration 83Q: 3 clusters Score -4282403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -4282409.000000 Penalty: 5200.797852
	Iteration 84Q: 3 clusters Score -4282409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -4282415.000000 Penalty: 5200.797852
	Iteration 85Q: 3 clusters Score -4282415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -4282418.500000 Penalty: 5200.797852
	Iteration 86Q: 3 clusters Score -4282418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -4282424.500000 Penalty: 5200.797852
	Iteration 87Q: 3 clusters Score -4282424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -4282432.000000 Penalty: 5200.797852
	Iteration 88Q: 3 clusters Score -4282432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4282428.500000 Penalty: 5200.797852
	Iteration 89Q: 3 clusters Score -4282428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -4282433.000000 Penalty: 5200.797852
	Iteration 90Q: 3 clusters Score -4282433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4282432.500000 Penalty: 5200.797852
	Iteration 91Q: 3 clusters Score -4282432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -4282435.000000 Penalty: 5200.797852
	Iteration 92Q: 3 clusters Score -4282435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -4282436.000000 Penalty: 5200.797852
	Iteration 93Q: 3 clusters Score -4282436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -4282434.000000 Penalty: 5200.797852
	Iteration 94Q: 3 clusters Score -4282434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4282437.000000 Penalty: 5200.797852
	Iteration 95Q: 3 clusters Score -4282437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -4282444.500000 Penalty: 5200.797852
	Iteration 96Q: 3 clusters Score -4282444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -4282442.000000 Penalty: 5200.797852
	Iteration 97Q: 3 clusters Score -4282442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -4282439.500000 Penalty: 5200.797852
	Iteration 98Q: 3 clusters Score -4282440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -4282445.500000 Penalty: 5200.797852
	Iteration 99Q: 3 clusters Score -4282446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4282446.000000 Penalty: 5200.797852
	Iteration 100F: 3 clusters Score -4282446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4282446.000000 Penalty: 5200.797852
	Iteration 101Q: 3 clusters Score -4282446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -4282446.000000 Penalty: 5200.797852
	Iteration 102Q: 3 clusters Score -4282446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4282447.500000 Penalty: 5200.797852
	Iteration 103Q: 3 clusters Score -4282448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4282447.500000 Penalty: 5200.797852
	Iteration 104F: 3 clusters Score -4282448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Entering Unmasked Estep 
Score: -1465470.875000 Penalty: 2341.145264
	Iteration 0F: 2 clusters Score -1465471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1456155.250000 Penalty: 4682.290527
	Iteration 0F: 3 clusters Score -1456155 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1459065.375000 Penalty: 4682.290527
	Iteration 1F: 3 clusters Score -1459065 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1459421.125000 Penalty: 4682.290527
	Iteration 2F: 3 clusters Score -1459421 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1459708.125000 Penalty: 4682.290527
	Iteration 3Q: 3 clusters Score -1459708 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1459996.625000 Penalty: 4682.290527
	Iteration 4Q: 3 clusters Score -1459997 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1460278.250000 Penalty: 4682.290527
	Iteration 5Q: 3 clusters Score -1460278 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1460527.625000 Penalty: 4682.290527
	Iteration 6Q: 3 clusters Score -1460528 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1460739.875000 Penalty: 4682.290527
	Iteration 7Q: 3 clusters Score -1460740 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1460921.625000 Penalty: 4682.290527
	Iteration 8Q: 3 clusters Score -1460922 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1461091.750000 Penalty: 4682.290527
	Iteration 9Q: 3 clusters Score -1461092 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1461252.500000 Penalty: 4682.290527
	Iteration 10Q: 3 clusters Score -1461252 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1461394.500000 Penalty: 4682.290527
	Iteration 11Q: 3 clusters Score -1461394 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1461541.750000 Penalty: 4682.290527
	Iteration 12Q: 3 clusters Score -1461542 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1461691.500000 Penalty: 4682.290527
	Iteration 13Q: 3 clusters Score -1461692 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1461817.000000 Penalty: 4682.290527
	Iteration 14Q: 3 clusters Score -1461817 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1461911.875000 Penalty: 4682.290527
	Iteration 15Q: 3 clusters Score -1461912 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1461994.250000 Penalty: 4682.290527
	Iteration 16Q: 3 clusters Score -1461994 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1462063.875000 Penalty: 4682.290527
	Iteration 17Q: 3 clusters Score -1462064 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1462129.125000 Penalty: 4682.290527
	Iteration 18Q: 3 clusters Score -1462129 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1462170.375000 Penalty: 4682.290527
	Iteration 19Q: 3 clusters Score -1462170 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1462223.375000 Penalty: 4682.290527
	Iteration 20F: 3 clusters Score -1462223 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1462278.375000 Penalty: 4682.290527
	Iteration 21Q: 3 clusters Score -1462278 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1462324.375000 Penalty: 4682.290527
	Iteration 22Q: 3 clusters Score -1462324 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1462358.625000 Penalty: 4682.290527
	Iteration 23Q: 3 clusters Score -1462359 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1462399.125000 Penalty: 4682.290527
	Iteration 24Q: 3 clusters Score -1462399 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1462433.250000 Penalty: 4682.290527
	Iteration 25Q: 3 clusters Score -1462433 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1462476.625000 Penalty: 4682.290527
	Iteration 26Q: 3 clusters Score -1462477 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1462512.875000 Penalty: 4682.290527
	Iteration 27Q: 3 clusters Score -1462513 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1462556.875000 Penalty: 4682.290527
	Iteration 28Q: 3 clusters Score -1462557 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1462601.500000 Penalty: 4682.290527
	Iteration 29Q: 3 clusters Score -1462602 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1462656.500000 Penalty: 4682.290527
	Iteration 30Q: 3 clusters Score -1462656 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1462723.250000 Penalty: 4682.290527
	Iteration 31Q: 3 clusters Score -1462723 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1462796.625000 Penalty: 4682.290527
	Iteration 32Q: 3 clusters Score -1462797 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1462861.375000 Penalty: 4682.290527
	Iteration 33Q: 3 clusters Score -1462861 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1462934.375000 Penalty: 4682.290527
	Iteration 34Q: 3 clusters Score -1462934 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1462989.000000 Penalty: 4682.290527
	Iteration 35Q: 3 clusters Score -1462989 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1463036.000000 Penalty: 4682.290527
	Iteration 36Q: 3 clusters Score -1463036 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1463063.875000 Penalty: 4682.290527
	Iteration 37Q: 3 clusters Score -1463064 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1463083.125000 Penalty: 4682.290527
	Iteration 38Q: 3 clusters Score -1463083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1463095.750000 Penalty: 4682.290527
	Iteration 39Q: 3 clusters Score -1463096 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1463113.625000 Penalty: 4682.290527
	Iteration 40F: 3 clusters Score -1463114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1463129.500000 Penalty: 4682.290527
	Iteration 41Q: 3 clusters Score -1463130 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1463140.250000 Penalty: 4682.290527
	Iteration 42Q: 3 clusters Score -1463140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1463158.000000 Penalty: 4682.290527
	Iteration 43Q: 3 clusters Score -1463158 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1463178.125000 Penalty: 4682.290527
	Iteration 44Q: 3 clusters Score -1463178 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1463197.750000 Penalty: 4682.290527
	Iteration 45Q: 3 clusters Score -1463198 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1463223.875000 Penalty: 4682.290527
	Iteration 46Q: 3 clusters Score -1463224 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1463241.750000 Penalty: 4682.290527
	Iteration 47Q: 3 clusters Score -1463242 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1463262.500000 Penalty: 4682.290527
	Iteration 48Q: 3 clusters Score -1463262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1463281.250000 Penalty: 4682.290527
	Iteration 49Q: 3 clusters Score -1463281 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1463295.250000 Penalty: 4682.290527
	Iteration 50Q: 3 clusters Score -1463295 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1463310.250000 Penalty: 4682.290527
	Iteration 51Q: 3 clusters Score -1463310 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1463326.375000 Penalty: 4682.290527
	Iteration 52Q: 3 clusters Score -1463326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1463341.750000 Penalty: 4682.290527
	Iteration 53Q: 3 clusters Score -1463342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1463365.250000 Penalty: 4682.290527
	Iteration 54Q: 3 clusters Score -1463365 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1463384.500000 Penalty: 4682.290527
	Iteration 55Q: 3 clusters Score -1463384 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1463400.250000 Penalty: 4682.290527
	Iteration 56Q: 3 clusters Score -1463400 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1463415.125000 Penalty: 4682.290527
	Iteration 57Q: 3 clusters Score -1463415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1463426.750000 Penalty: 4682.290527
	Iteration 58Q: 3 clusters Score -1463427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1463433.625000 Penalty: 4682.290527
	Iteration 59Q: 3 clusters Score -1463434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1463444.875000 Penalty: 4682.290527
	Iteration 60F: 3 clusters Score -1463445 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1463459.000000 Penalty: 4682.290527
	Iteration 61Q: 3 clusters Score -1463459 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1463475.625000 Penalty: 4682.290527
	Iteration 62Q: 3 clusters Score -1463476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1463487.625000 Penalty: 4682.290527
	Iteration 63Q: 3 clusters Score -1463488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1463498.125000 Penalty: 4682.290527
	Iteration 64Q: 3 clusters Score -1463498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1463505.375000 Penalty: 4682.290527
	Iteration 65Q: 3 clusters Score -1463505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1463512.000000 Penalty: 4682.290527
	Iteration 66Q: 3 clusters Score -1463512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1463513.625000 Penalty: 4682.290527
	Iteration 67Q: 3 clusters Score -1463514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1463519.750000 Penalty: 4682.290527
	Iteration 68Q: 3 clusters Score -1463520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1463522.125000 Penalty: 4682.290527
	Iteration 69Q: 3 clusters Score -1463522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1463521.125000 Penalty: 4682.290527
	Iteration 70Q: 3 clusters Score -1463521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1463530.875000 Penalty: 4682.290527
	Iteration 71Q: 3 clusters Score -1463531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1463534.125000 Penalty: 4682.290527
	Iteration 72Q: 3 clusters Score -1463534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1463541.625000 Penalty: 4682.290527
	Iteration 73Q: 3 clusters Score -1463542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1463542.250000 Penalty: 4682.290527
	Iteration 74Q: 3 clusters Score -1463542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1463546.000000 Penalty: 4682.290527
	Iteration 75Q: 3 clusters Score -1463546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1463552.000000 Penalty: 4682.290527
	Iteration 76Q: 3 clusters Score -1463552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1463552.000000 Penalty: 4682.290527
	Iteration 77Q: 3 clusters Score -1463552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1463554.375000 Penalty: 4682.290527
	Iteration 78Q: 3 clusters Score -1463554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1463561.250000 Penalty: 4682.290527
	Iteration 79Q: 3 clusters Score -1463561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1463563.750000 Penalty: 4682.290527
	Iteration 80F: 3 clusters Score -1463564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1463569.875000 Penalty: 4682.290527
	Iteration 81Q: 3 clusters Score -1463570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1463570.000000 Penalty: 4682.290527
	Iteration 82Q: 3 clusters Score -1463570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1463576.125000 Penalty: 4682.290527
	Iteration 83Q: 3 clusters Score -1463576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1463575.250000 Penalty: 4682.290527
	Iteration 84Q: 3 clusters Score -1463575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1463576.000000 Penalty: 4682.290527
	Iteration 85Q: 3 clusters Score -1463576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1463578.875000 Penalty: 4682.290527
	Iteration 86Q: 3 clusters Score -1463579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1463583.000000 Penalty: 4682.290527
	Iteration 87Q: 3 clusters Score -1463583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1463592.375000 Penalty: 4682.290527
	Iteration 88Q: 3 clusters Score -1463592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1463598.500000 Penalty: 4682.290527
	Iteration 89Q: 3 clusters Score -1463598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1463601.625000 Penalty: 4682.290527
	Iteration 90Q: 3 clusters Score -1463602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1463602.750000 Penalty: 4682.290527
	Iteration 91Q: 3 clusters Score -1463603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1463609.250000 Penalty: 4682.290527
	Iteration 92Q: 3 clusters Score -1463609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1463616.500000 Penalty: 4682.290527
	Iteration 93Q: 3 clusters Score -1463616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1463625.500000 Penalty: 4682.290527
	Iteration 94Q: 3 clusters Score -1463626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1463626.875000 Penalty: 4682.290527
	Iteration 95Q: 3 clusters Score -1463627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1463628.500000 Penalty: 4682.290527
	Iteration 96Q: 3 clusters Score -1463628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1463638.500000 Penalty: 4682.290527
	Iteration 97Q: 3 clusters Score -1463638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1463637.125000 Penalty: 4682.290527
	Iteration 98Q: 3 clusters Score -1463637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1463648.750000 Penalty: 4682.290527
	Iteration 99Q: 3 clusters Score -1463649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1463651.375000 Penalty: 4682.290527
	Iteration 100F: 3 clusters Score -1463651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1463658.625000 Penalty: 4682.290527
	Iteration 101Q: 3 clusters Score -1463659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1463659.000000 Penalty: 4682.290527
	Iteration 102Q: 3 clusters Score -1463659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1463663.125000 Penalty: 4682.290527
	Iteration 103Q: 3 clusters Score -1463663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1463665.875000 Penalty: 4682.290527
	Iteration 104Q: 3 clusters Score -1463666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1463665.250000 Penalty: 4682.290527
	Iteration 105Q: 3 clusters Score -1463665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1463667.875000 Penalty: 4682.290527
	Iteration 106Q: 3 clusters Score -1463668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1463667.625000 Penalty: 4682.290527
	Iteration 107Q: 3 clusters Score -1463668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1463672.500000 Penalty: 4682.290527
	Iteration 108Q: 3 clusters Score -1463672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1463674.875000 Penalty: 4682.290527
	Iteration 109Q: 3 clusters Score -1463675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1463679.375000 Penalty: 4682.290527
	Iteration 110Q: 3 clusters Score -1463679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1463686.500000 Penalty: 4682.290527
	Iteration 111Q: 3 clusters Score -1463686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1463696.125000 Penalty: 4682.290527
	Iteration 112Q: 3 clusters Score -1463696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1463704.500000 Penalty: 4682.290527
	Iteration 113Q: 3 clusters Score -1463704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1463718.750000 Penalty: 4682.290527
	Iteration 114Q: 3 clusters Score -1463719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1463730.000000 Penalty: 4682.290527
	Iteration 115Q: 3 clusters Score -1463730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1463741.375000 Penalty: 4682.290527
	Iteration 116Q: 3 clusters Score -1463741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1463752.375000 Penalty: 4682.290527
	Iteration 117Q: 3 clusters Score -1463752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1463758.000000 Penalty: 4682.290527
	Iteration 118Q: 3 clusters Score -1463758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1463767.875000 Penalty: 4682.290527
	Iteration 119Q: 3 clusters Score -1463768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1463773.500000 Penalty: 4682.290527
	Iteration 120F: 3 clusters Score -1463774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1463783.250000 Penalty: 4682.290527
	Iteration 121Q: 3 clusters Score -1463783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1463785.750000 Penalty: 4682.290527
	Iteration 122Q: 3 clusters Score -1463786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1463790.000000 Penalty: 4682.290527
	Iteration 123Q: 3 clusters Score -1463790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1463799.000000 Penalty: 4682.290527
	Iteration 124Q: 3 clusters Score -1463799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1463805.750000 Penalty: 4682.290527
	Iteration 125Q: 3 clusters Score -1463806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1463816.125000 Penalty: 4682.290527
	Iteration 126Q: 3 clusters Score -1463816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1463821.875000 Penalty: 4682.290527
	Iteration 127Q: 3 clusters Score -1463822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1463823.250000 Penalty: 4682.290527
	Iteration 128Q: 3 clusters Score -1463823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1463828.000000 Penalty: 4682.290527
	Iteration 129Q: 3 clusters Score -1463828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1463830.750000 Penalty: 4682.290527
	Iteration 130Q: 3 clusters Score -1463831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1463831.625000 Penalty: 4682.290527
	Iteration 131Q: 3 clusters Score -1463832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1463831.750000 Penalty: 4682.290527
	Iteration 132Q: 3 clusters Score -1463832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1463833.625000 Penalty: 4682.290527
	Iteration 133Q: 3 clusters Score -1463834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1463836.625000 Penalty: 4682.290527
	Iteration 134Q: 3 clusters Score -1463837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1463835.875000 Penalty: 4682.290527
	Iteration 135Q: 3 clusters Score -1463836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1463838.625000 Penalty: 4682.290527
	Iteration 136Q: 3 clusters Score -1463839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1463837.875000 Penalty: 4682.290527
	Iteration 137Q: 3 clusters Score -1463838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1463843.250000 Penalty: 4682.290527
	Iteration 138Q: 3 clusters Score -1463843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1463842.750000 Penalty: 4682.290527
	Iteration 139Q: 3 clusters Score -1463843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1463844.625000 Penalty: 4682.290527
	Iteration 140F: 3 clusters Score -1463845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1463848.625000 Penalty: 4682.290527
	Iteration 141Q: 3 clusters Score -1463849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1463847.625000 Penalty: 4682.290527
	Iteration 142Q: 3 clusters Score -1463848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1463849.125000 Penalty: 4682.290527
	Iteration 143Q: 3 clusters Score -1463849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1463849.000000 Penalty: 4682.290527
	Iteration 144Q: 3 clusters Score -1463849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1463851.875000 Penalty: 4682.290527
	Iteration 145Q: 3 clusters Score -1463852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1463852.000000 Penalty: 4682.290527
	Iteration 146Q: 3 clusters Score -1463852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1463852.000000 Penalty: 4682.290527
	Iteration 147F: 3 clusters Score -1463852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (96081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96081 members 
Entering Unmasked Estep 
Score: -11460267.000000 Penalty: 2845.290771
	Iteration 0F: 2 clusters Score -1.146027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -11395845.000000 Penalty: 5690.581543
	Iteration 0F: 3 clusters Score -1.139584e+07 nChanged 45397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -11422068.000000 Penalty: 5690.581543
	Iteration 1F: 3 clusters Score -1.142207e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -11422959.000000 Penalty: 5690.581543
	Iteration 2Q: 3 clusters Score -1.142296e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -11423985.000000 Penalty: 5690.581543
	Iteration 3Q: 3 clusters Score -1.142398e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -11425311.000000 Penalty: 5690.581543
	Iteration 4Q: 3 clusters Score -1.142531e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -11427020.000000 Penalty: 5690.581543
	Iteration 5Q: 3 clusters Score -1.142702e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -11429857.000000 Penalty: 5690.581543
	Iteration 6F: 3 clusters Score -1.142986e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -11434229.000000 Penalty: 5690.581543
	Iteration 7F: 3 clusters Score -1.143423e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -11440583.000000 Penalty: 5690.581543
	Iteration 8F: 3 clusters Score -1.144058e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -11447702.000000 Penalty: 5690.581543
	Iteration 9F: 3 clusters Score -1.14477e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 90595 members 
Entering Unmasked Estep 
Score: -11453161.000000 Penalty: 5690.581543
	Iteration 10F: 3 clusters Score -1.145316e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -11456033.000000 Penalty: 5690.581543
	Iteration 11Q: 3 clusters Score -1.145603e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 94851 members 
Entering Unmasked Estep 
Score: -11457053.000000 Penalty: 5690.581543
	Iteration 12Q: 3 clusters Score -1.145705e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 95323 members 
Entering Unmasked Estep 
Score: -11457474.000000 Penalty: 5690.581543
	Iteration 13Q: 3 clusters Score -1.145747e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 95509 members 
Entering Unmasked Estep 
Score: -11457660.000000 Penalty: 5690.581543
	Iteration 14Q: 3 clusters Score -1.145766e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -11457743.000000 Penalty: 5690.581543
	Iteration 15Q: 3 clusters Score -1.145774e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 95626 members 
Entering Unmasked Estep 
Score: -11457796.000000 Penalty: 5690.581543
	Iteration 16Q: 3 clusters Score -1.14578e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -11457808.000000 Penalty: 5690.581543
	Iteration 17Q: 3 clusters Score -1.145781e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 95655 members 
Entering Unmasked Estep 
Score: -11457815.000000 Penalty: 5690.581543
	Iteration 18Q: 3 clusters Score -1.145782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 95659 members 
Entering Unmasked Estep 
Score: -11457846.000000 Penalty: 5690.581543
	Iteration 19Q: 3 clusters Score -1.145785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 95666 members 
Entering Unmasked Estep 
Score: -11457865.000000 Penalty: 5690.581543
	Iteration 20F: 3 clusters Score -1.145786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -11457876.000000 Penalty: 5690.581543
	Iteration 21Q: 3 clusters Score -1.145788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -11457892.000000 Penalty: 5690.581543
	Iteration 22Q: 3 clusters Score -1.145789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -11457884.000000 Penalty: 5690.581543
	Iteration 23Q: 3 clusters Score -1.145788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -11457892.000000 Penalty: 5690.581543
	Iteration 24Q: 3 clusters Score -1.145789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 95680 members 
Entering Unmasked Estep 
Score: -11457895.000000 Penalty: 5690.581543
	Iteration 25Q: 3 clusters Score -1.14579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -11457884.000000 Penalty: 5690.581543
	Iteration 26Q: 3 clusters Score -1.145788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
Score: -11457894.000000 Penalty: 5690.581543
	Iteration 27Q: 3 clusters Score -1.145789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -11457893.000000 Penalty: 5690.581543
	Iteration 28Q: 3 clusters Score -1.145789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 95685 members 
Entering Unmasked Estep 
Score: -11457895.000000 Penalty: 5690.581543
	Iteration 29Q: 3 clusters Score -1.14579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -11457891.000000 Penalty: 5690.581543
	Iteration 30Q: 3 clusters Score -1.145789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 95683 members 
Entering Unmasked Estep 
Score: -11457895.000000 Penalty: 5690.581543
	Iteration 31Q: 3 clusters Score -1.14579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 95683 members 
Entering Unmasked Estep 
Score: -11457895.000000 Penalty: 5690.581543
	Iteration 32F: 3 clusters Score -1.14579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Entering Unmasked Estep 
Score: -2186589.750000 Penalty: 2431.405518
	Iteration 0F: 2 clusters Score -2186590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2173852.000000 Penalty: 4862.811035
	Iteration 0F: 3 clusters Score -2173852 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2178030.250000 Penalty: 4862.811035
	Iteration 1F: 3 clusters Score -2178030 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2178404.000000 Penalty: 4862.811035
	Iteration 2F: 3 clusters Score -2178404 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2178717.250000 Penalty: 4862.811035
	Iteration 3Q: 3 clusters Score -2178717 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2179030.750000 Penalty: 4862.811035
	Iteration 4Q: 3 clusters Score -2179031 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2179406.250000 Penalty: 4862.811035
	Iteration 5Q: 3 clusters Score -2179406 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2179877.750000 Penalty: 4862.811035
	Iteration 6Q: 3 clusters Score -2179878 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2180396.000000 Penalty: 4862.811035
	Iteration 7Q: 3 clusters Score -2180396 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2181043.000000 Penalty: 4862.811035
	Iteration 8F: 3 clusters Score -2181043 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2181788.750000 Penalty: 4862.811035
	Iteration 9F: 3 clusters Score -2181789 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2182535.000000 Penalty: 4862.811035
	Iteration 10F: 3 clusters Score -2182535 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2183111.750000 Penalty: 4862.811035
	Iteration 11Q: 3 clusters Score -2183112 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2183424.000000 Penalty: 4862.811035
	Iteration 12Q: 3 clusters Score -2183424 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2183605.750000 Penalty: 4862.811035
	Iteration 13Q: 3 clusters Score -2183606 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2183748.000000 Penalty: 4862.811035
	Iteration 14Q: 3 clusters Score -2183748 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2183841.750000 Penalty: 4862.811035
	Iteration 15Q: 3 clusters Score -2183842 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2183905.000000 Penalty: 4862.811035
	Iteration 16Q: 3 clusters Score -2183905 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2183957.750000 Penalty: 4862.811035
	Iteration 17Q: 3 clusters Score -2183958 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2184002.500000 Penalty: 4862.811035
	Iteration 18Q: 3 clusters Score -2184002 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2184033.500000 Penalty: 4862.811035
	Iteration 19Q: 3 clusters Score -2184034 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2184053.000000 Penalty: 4862.811035
	Iteration 20F: 3 clusters Score -2184053 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2184079.000000 Penalty: 4862.811035
	Iteration 21Q: 3 clusters Score -2184079 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2184104.500000 Penalty: 4862.811035
	Iteration 22Q: 3 clusters Score -2184104 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2184125.250000 Penalty: 4862.811035
	Iteration 23Q: 3 clusters Score -2184125 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2184148.750000 Penalty: 4862.811035
	Iteration 24Q: 3 clusters Score -2184149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2184156.750000 Penalty: 4862.811035
	Iteration 25Q: 3 clusters Score -2184157 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2184173.500000 Penalty: 4862.811035
	Iteration 26Q: 3 clusters Score -2184174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2184188.750000 Penalty: 4862.811035
	Iteration 27Q: 3 clusters Score -2184189 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2184218.750000 Penalty: 4862.811035
	Iteration 28Q: 3 clusters Score -2184219 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2184227.750000 Penalty: 4862.811035
	Iteration 29Q: 3 clusters Score -2184228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2184245.750000 Penalty: 4862.811035
	Iteration 30Q: 3 clusters Score -2184246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2184256.250000 Penalty: 4862.811035
	Iteration 31Q: 3 clusters Score -2184256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2184257.750000 Penalty: 4862.811035
	Iteration 32Q: 3 clusters Score -2184258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2184275.750000 Penalty: 4862.811035
	Iteration 33Q: 3 clusters Score -2184276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2184278.500000 Penalty: 4862.811035
	Iteration 34Q: 3 clusters Score -2184278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2184285.750000 Penalty: 4862.811035
	Iteration 35Q: 3 clusters Score -2184286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2184294.500000 Penalty: 4862.811035
	Iteration 36Q: 3 clusters Score -2184294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2184301.250000 Penalty: 4862.811035
	Iteration 37Q: 3 clusters Score -2184301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2184302.500000 Penalty: 4862.811035
	Iteration 38Q: 3 clusters Score -2184302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2184312.500000 Penalty: 4862.811035
	Iteration 39Q: 3 clusters Score -2184312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2184308.750000 Penalty: 4862.811035
	Iteration 40F: 3 clusters Score -2184309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2184317.000000 Penalty: 4862.811035
	Iteration 41Q: 3 clusters Score -2184317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2184321.000000 Penalty: 4862.811035
	Iteration 42Q: 3 clusters Score -2184321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2184325.500000 Penalty: 4862.811035
	Iteration 43Q: 3 clusters Score -2184326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2184327.500000 Penalty: 4862.811035
	Iteration 44Q: 3 clusters Score -2184328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2184333.000000 Penalty: 4862.811035
	Iteration 45Q: 3 clusters Score -2184333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2184334.500000 Penalty: 4862.811035
	Iteration 46Q: 3 clusters Score -2184334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2184343.250000 Penalty: 4862.811035
	Iteration 47Q: 3 clusters Score -2184343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2184349.750000 Penalty: 4862.811035
	Iteration 48Q: 3 clusters Score -2184350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2184359.000000 Penalty: 4862.811035
	Iteration 49Q: 3 clusters Score -2184359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2184369.750000 Penalty: 4862.811035
	Iteration 50Q: 3 clusters Score -2184370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2184377.500000 Penalty: 4862.811035
	Iteration 51Q: 3 clusters Score -2184378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2184389.000000 Penalty: 4862.811035
	Iteration 52Q: 3 clusters Score -2184389 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2184403.000000 Penalty: 4862.811035
	Iteration 53Q: 3 clusters Score -2184403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2184411.250000 Penalty: 4862.811035
	Iteration 54Q: 3 clusters Score -2184411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2184418.750000 Penalty: 4862.811035
	Iteration 55Q: 3 clusters Score -2184419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2184431.250000 Penalty: 4862.811035
	Iteration 56Q: 3 clusters Score -2184431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2184434.500000 Penalty: 4862.811035
	Iteration 57Q: 3 clusters Score -2184434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2184436.750000 Penalty: 4862.811035
	Iteration 58Q: 3 clusters Score -2184437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2184440.750000 Penalty: 4862.811035
	Iteration 59Q: 3 clusters Score -2184441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2184446.000000 Penalty: 4862.811035
	Iteration 60F: 3 clusters Score -2184446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2184446.750000 Penalty: 4862.811035
	Iteration 61Q: 3 clusters Score -2184447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2184446.250000 Penalty: 4862.811035
	Iteration 62Q: 3 clusters Score -2184446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2184449.750000 Penalty: 4862.811035
	Iteration 63Q: 3 clusters Score -2184450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2184454.500000 Penalty: 4862.811035
	Iteration 64Q: 3 clusters Score -2184454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2184452.000000 Penalty: 4862.811035
	Iteration 65Q: 3 clusters Score -2184452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2184452.000000 Penalty: 4862.811035
	Iteration 66Q: 3 clusters Score -2184452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2184456.500000 Penalty: 4862.811035
	Iteration 67Q: 3 clusters Score -2184456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2184455.000000 Penalty: 4862.811035
	Iteration 68Q: 3 clusters Score -2184455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2184452.500000 Penalty: 4862.811035
	Iteration 69Q: 3 clusters Score -2184452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2184453.250000 Penalty: 4862.811035
	Iteration 70Q: 3 clusters Score -2184453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2184459.500000 Penalty: 4862.811035
	Iteration 71Q: 3 clusters Score -2184460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2184461.500000 Penalty: 4862.811035
	Iteration 72Q: 3 clusters Score -2184462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2184467.500000 Penalty: 4862.811035
	Iteration 73Q: 3 clusters Score -2184468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2184468.500000 Penalty: 4862.811035
	Iteration 74Q: 3 clusters Score -2184468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2184471.250000 Penalty: 4862.811035
	Iteration 75Q: 3 clusters Score -2184471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2184471.000000 Penalty: 4862.811035
	Iteration 76Q: 3 clusters Score -2184471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2184474.250000 Penalty: 4862.811035
	Iteration 77Q: 3 clusters Score -2184474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2184479.000000 Penalty: 4862.811035
	Iteration 78Q: 3 clusters Score -2184479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2184486.000000 Penalty: 4862.811035
	Iteration 79Q: 3 clusters Score -2184486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2184493.500000 Penalty: 4862.811035
	Iteration 80F: 3 clusters Score -2184494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2184496.750000 Penalty: 4862.811035
	Iteration 81Q: 3 clusters Score -2184497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2184498.750000 Penalty: 4862.811035
	Iteration 82Q: 3 clusters Score -2184499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2184510.500000 Penalty: 4862.811035
	Iteration 83Q: 3 clusters Score -2184510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2184517.000000 Penalty: 4862.811035
	Iteration 84Q: 3 clusters Score -2184517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2184522.000000 Penalty: 4862.811035
	Iteration 85Q: 3 clusters Score -2184522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2184532.250000 Penalty: 4862.811035
	Iteration 86Q: 3 clusters Score -2184532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2184533.250000 Penalty: 4862.811035
	Iteration 87Q: 3 clusters Score -2184533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2184536.750000 Penalty: 4862.811035
	Iteration 88Q: 3 clusters Score -2184537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2184537.250000 Penalty: 4862.811035
	Iteration 89Q: 3 clusters Score -2184537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2184538.500000 Penalty: 4862.811035
	Iteration 90Q: 3 clusters Score -2184538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2184539.500000 Penalty: 4862.811035
	Iteration 91Q: 3 clusters Score -2184540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2184539.750000 Penalty: 4862.811035
	Iteration 92Q: 3 clusters Score -2184540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2184538.250000 Penalty: 4862.811035
	Iteration 93Q: 3 clusters Score -2184538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2184540.250000 Penalty: 4862.811035
	Iteration 94Q: 3 clusters Score -2184540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2184543.500000 Penalty: 4862.811035
	Iteration 95Q: 3 clusters Score -2184544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2184543.250000 Penalty: 4862.811035
	Iteration 96Q: 3 clusters Score -2184543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2184541.500000 Penalty: 4862.811035
	Iteration 97Q: 3 clusters Score -2184542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2184543.250000 Penalty: 4862.811035
	Iteration 98Q: 3 clusters Score -2184543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2184542.750000 Penalty: 4862.811035
	Iteration 99Q: 3 clusters Score -2184543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2184545.250000 Penalty: 4862.811035
	Iteration 100F: 3 clusters Score -2184545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2184545.000000 Penalty: 4862.811035
	Iteration 101Q: 3 clusters Score -2184545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2184548.250000 Penalty: 4862.811035
	Iteration 102Q: 3 clusters Score -2184548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2184551.500000 Penalty: 4862.811035
	Iteration 103Q: 3 clusters Score -2184552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2184551.750000 Penalty: 4862.811035
	Iteration 104Q: 3 clusters Score -2184552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2184549.750000 Penalty: 4862.811035
	Iteration 105Q: 3 clusters Score -2184550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2184549.750000 Penalty: 4862.811035
	Iteration 106F: 3 clusters Score -2184550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Entering Unmasked Estep 
Score: -1202021.000000 Penalty: 2291.904053
	Iteration 0F: 2 clusters Score -1202021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1194253.750000 Penalty: 4583.808105
	Iteration 0F: 3 clusters Score -1194254 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1196572.500000 Penalty: 4583.808105
	Iteration 1F: 3 clusters Score -1196572 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1197005.000000 Penalty: 4583.808105
	Iteration 2F: 3 clusters Score -1197005 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1197425.375000 Penalty: 4583.808105
	Iteration 3F: 3 clusters Score -1197425 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1197792.000000 Penalty: 4583.808105
	Iteration 4F: 3 clusters Score -1197792 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1198181.125000 Penalty: 4583.808105
	Iteration 5F: 3 clusters Score -1198181 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1198624.875000 Penalty: 4583.808105
	Iteration 6F: 3 clusters Score -1198625 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1199127.500000 Penalty: 4583.808105
	Iteration 7F: 3 clusters Score -1199128 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1199577.000000 Penalty: 4583.808105
	Iteration 8F: 3 clusters Score -1199577 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1199910.875000 Penalty: 4583.808105
	Iteration 9Q: 3 clusters Score -1199911 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1200157.625000 Penalty: 4583.808105
	Iteration 10Q: 3 clusters Score -1200158 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1200335.375000 Penalty: 4583.808105
	Iteration 11Q: 3 clusters Score -1200335 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1200471.375000 Penalty: 4583.808105
	Iteration 12Q: 3 clusters Score -1200471 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1200569.000000 Penalty: 4583.808105
	Iteration 13Q: 3 clusters Score -1200569 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1200642.375000 Penalty: 4583.808105
	Iteration 14Q: 3 clusters Score -1200642 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1200708.000000 Penalty: 4583.808105
	Iteration 15Q: 3 clusters Score -1200708 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1200751.125000 Penalty: 4583.808105
	Iteration 16Q: 3 clusters Score -1200751 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1200794.750000 Penalty: 4583.808105
	Iteration 17Q: 3 clusters Score -1200795 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1200823.500000 Penalty: 4583.808105
	Iteration 18Q: 3 clusters Score -1200824 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1200850.250000 Penalty: 4583.808105
	Iteration 19Q: 3 clusters Score -1200850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1200868.250000 Penalty: 4583.808105
	Iteration 20F: 3 clusters Score -1200868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1200888.500000 Penalty: 4583.808105
	Iteration 21Q: 3 clusters Score -1200888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1200905.500000 Penalty: 4583.808105
	Iteration 22Q: 3 clusters Score -1200906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1200917.750000 Penalty: 4583.808105
	Iteration 23Q: 3 clusters Score -1200918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1200931.375000 Penalty: 4583.808105
	Iteration 24Q: 3 clusters Score -1200931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1200937.625000 Penalty: 4583.808105
	Iteration 25Q: 3 clusters Score -1200938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1200943.750000 Penalty: 4583.808105
	Iteration 26Q: 3 clusters Score -1200944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1200945.000000 Penalty: 4583.808105
	Iteration 27Q: 3 clusters Score -1200945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1200955.500000 Penalty: 4583.808105
	Iteration 28Q: 3 clusters Score -1200956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1200962.750000 Penalty: 4583.808105
	Iteration 29Q: 3 clusters Score -1200963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1200964.750000 Penalty: 4583.808105
	Iteration 30Q: 3 clusters Score -1200965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1200970.875000 Penalty: 4583.808105
	Iteration 31Q: 3 clusters Score -1200971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1200976.125000 Penalty: 4583.808105
	Iteration 32Q: 3 clusters Score -1200976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1200982.750000 Penalty: 4583.808105
	Iteration 33Q: 3 clusters Score -1200983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1200981.500000 Penalty: 4583.808105
	Iteration 34Q: 3 clusters Score -1200982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1200987.625000 Penalty: 4583.808105
	Iteration 35Q: 3 clusters Score -1200988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1200990.250000 Penalty: 4583.808105
	Iteration 36Q: 3 clusters Score -1200990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1200993.125000 Penalty: 4583.808105
	Iteration 37Q: 3 clusters Score -1200993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1200993.875000 Penalty: 4583.808105
	Iteration 38Q: 3 clusters Score -1200994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1200993.125000 Penalty: 4583.808105
	Iteration 39Q: 3 clusters Score -1200993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1200995.125000 Penalty: 4583.808105
	Iteration 40F: 3 clusters Score -1200995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1200995.375000 Penalty: 4583.808105
	Iteration 41Q: 3 clusters Score -1200995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1200996.000000 Penalty: 4583.808105
	Iteration 42Q: 3 clusters Score -1200996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1200995.875000 Penalty: 4583.808105
	Iteration 43Q: 3 clusters Score -1200996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1201001.125000 Penalty: 4583.808105
	Iteration 44Q: 3 clusters Score -1201001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1201005.125000 Penalty: 4583.808105
	Iteration 45Q: 3 clusters Score -1201005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1201005.000000 Penalty: 4583.808105
	Iteration 46Q: 3 clusters Score -1201005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1201006.875000 Penalty: 4583.808105
	Iteration 47Q: 3 clusters Score -1201007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1201008.500000 Penalty: 4583.808105
	Iteration 48Q: 3 clusters Score -1201008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1201009.500000 Penalty: 4583.808105
	Iteration 49Q: 3 clusters Score -1201010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1201009.000000 Penalty: 4583.808105
	Iteration 50Q: 3 clusters Score -1201009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1201008.750000 Penalty: 4583.808105
	Iteration 51Q: 3 clusters Score -1201009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1201012.250000 Penalty: 4583.808105
	Iteration 52Q: 3 clusters Score -1201012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1201013.875000 Penalty: 4583.808105
	Iteration 53Q: 3 clusters Score -1201014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1201013.750000 Penalty: 4583.808105
	Iteration 54Q: 3 clusters Score -1201014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1201017.125000 Penalty: 4583.808105
	Iteration 55Q: 3 clusters Score -1201017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1201016.500000 Penalty: 4583.808105
	Iteration 56Q: 3 clusters Score -1201016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1201016.000000 Penalty: 4583.808105
	Iteration 57Q: 3 clusters Score -1201016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1201018.875000 Penalty: 4583.808105
	Iteration 58Q: 3 clusters Score -1201019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1201018.875000 Penalty: 4583.808105
	Iteration 59F: 3 clusters Score -1201019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Entering Unmasked Estep 
Score: -2149880.750000 Penalty: 2429.245605
	Iteration 0F: 2 clusters Score -2149881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2137060.750000 Penalty: 4858.491211
	Iteration 0F: 3 clusters Score -2137061 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2141181.750000 Penalty: 4858.491211
	Iteration 1F: 3 clusters Score -2141182 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2141550.500000 Penalty: 4858.491211
	Iteration 2F: 3 clusters Score -2141550 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2141819.750000 Penalty: 4858.491211
	Iteration 3Q: 3 clusters Score -2141820 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2142050.750000 Penalty: 4858.491211
	Iteration 4Q: 3 clusters Score -2142051 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2142301.250000 Penalty: 4858.491211
	Iteration 5Q: 3 clusters Score -2142301 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2142584.250000 Penalty: 4858.491211
	Iteration 6Q: 3 clusters Score -2142584 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2142959.250000 Penalty: 4858.491211
	Iteration 7Q: 3 clusters Score -2142959 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2143474.000000 Penalty: 4858.491211
	Iteration 8Q: 3 clusters Score -2143474 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2144132.250000 Penalty: 4858.491211
	Iteration 9F: 3 clusters Score -2144132 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2144908.500000 Penalty: 4858.491211
	Iteration 10F: 3 clusters Score -2144908 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2145686.250000 Penalty: 4858.491211
	Iteration 11F: 3 clusters Score -2145686 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2146424.500000 Penalty: 4858.491211
	Iteration 12F: 3 clusters Score -2146424 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2146928.000000 Penalty: 4858.491211
	Iteration 13Q: 3 clusters Score -2146928 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2147176.500000 Penalty: 4858.491211
	Iteration 14Q: 3 clusters Score -2147176 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2147320.000000 Penalty: 4858.491211
	Iteration 15Q: 3 clusters Score -2147320 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2147416.750000 Penalty: 4858.491211
	Iteration 16Q: 3 clusters Score -2147417 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2147488.000000 Penalty: 4858.491211
	Iteration 17Q: 3 clusters Score -2147488 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2147533.000000 Penalty: 4858.491211
	Iteration 18Q: 3 clusters Score -2147533 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2147559.750000 Penalty: 4858.491211
	Iteration 19Q: 3 clusters Score -2147560 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2147584.500000 Penalty: 4858.491211
	Iteration 20F: 3 clusters Score -2147584 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2147612.000000 Penalty: 4858.491211
	Iteration 21Q: 3 clusters Score -2147612 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2147646.750000 Penalty: 4858.491211
	Iteration 22Q: 3 clusters Score -2147647 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2147670.000000 Penalty: 4858.491211
	Iteration 23Q: 3 clusters Score -2147670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2147693.000000 Penalty: 4858.491211
	Iteration 24Q: 3 clusters Score -2147693 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2147696.500000 Penalty: 4858.491211
	Iteration 25Q: 3 clusters Score -2147696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2147718.250000 Penalty: 4858.491211
	Iteration 26Q: 3 clusters Score -2147718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2147728.500000 Penalty: 4858.491211
	Iteration 27Q: 3 clusters Score -2147728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2147741.500000 Penalty: 4858.491211
	Iteration 28Q: 3 clusters Score -2147742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2147751.250000 Penalty: 4858.491211
	Iteration 29Q: 3 clusters Score -2147751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2147755.750000 Penalty: 4858.491211
	Iteration 30Q: 3 clusters Score -2147756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2147761.250000 Penalty: 4858.491211
	Iteration 31Q: 3 clusters Score -2147761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2147769.500000 Penalty: 4858.491211
	Iteration 32Q: 3 clusters Score -2147770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2147767.750000 Penalty: 4858.491211
	Iteration 33Q: 3 clusters Score -2147768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2147774.500000 Penalty: 4858.491211
	Iteration 34Q: 3 clusters Score -2147774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2147782.500000 Penalty: 4858.491211
	Iteration 35Q: 3 clusters Score -2147782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2147792.500000 Penalty: 4858.491211
	Iteration 36Q: 3 clusters Score -2147792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2147791.250000 Penalty: 4858.491211
	Iteration 37Q: 3 clusters Score -2147791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2147799.250000 Penalty: 4858.491211
	Iteration 38Q: 3 clusters Score -2147799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2147797.250000 Penalty: 4858.491211
	Iteration 39Q: 3 clusters Score -2147797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2147795.250000 Penalty: 4858.491211
	Iteration 40F: 3 clusters Score -2147795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2147795.250000 Penalty: 4858.491211
	Iteration 41Q: 3 clusters Score -2147795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2147796.750000 Penalty: 4858.491211
	Iteration 42Q: 3 clusters Score -2147797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2147798.500000 Penalty: 4858.491211
	Iteration 43Q: 3 clusters Score -2147798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2147804.750000 Penalty: 4858.491211
	Iteration 44Q: 3 clusters Score -2147805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2147805.500000 Penalty: 4858.491211
	Iteration 45Q: 3 clusters Score -2147806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2147812.250000 Penalty: 4858.491211
	Iteration 46Q: 3 clusters Score -2147812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2147807.750000 Penalty: 4858.491211
	Iteration 47Q: 3 clusters Score -2147808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2147810.500000 Penalty: 4858.491211
	Iteration 48Q: 3 clusters Score -2147810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2147811.500000 Penalty: 4858.491211
	Iteration 49Q: 3 clusters Score -2147812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2147812.500000 Penalty: 4858.491211
	Iteration 50Q: 3 clusters Score -2147812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2147810.750000 Penalty: 4858.491211
	Iteration 51Q: 3 clusters Score -2147811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2147811.500000 Penalty: 4858.491211
	Iteration 52Q: 3 clusters Score -2147812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2147814.500000 Penalty: 4858.491211
	Iteration 53Q: 3 clusters Score -2147814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2147817.000000 Penalty: 4858.491211
	Iteration 54Q: 3 clusters Score -2147817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2147816.250000 Penalty: 4858.491211
	Iteration 55Q: 3 clusters Score -2147816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2147817.000000 Penalty: 4858.491211
	Iteration 56Q: 3 clusters Score -2147817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2147821.750000 Penalty: 4858.491211
	Iteration 57Q: 3 clusters Score -2147822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2147826.000000 Penalty: 4858.491211
	Iteration 58Q: 3 clusters Score -2147826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2147825.000000 Penalty: 4858.491211
	Iteration 59Q: 3 clusters Score -2147825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2147828.500000 Penalty: 4858.491211
	Iteration 60F: 3 clusters Score -2147828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2147823.750000 Penalty: 4858.491211
	Iteration 61Q: 3 clusters Score -2147824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2147826.000000 Penalty: 4858.491211
	Iteration 62Q: 3 clusters Score -2147826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2147830.250000 Penalty: 4858.491211
	Iteration 63Q: 3 clusters Score -2147830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2147829.000000 Penalty: 4858.491211
	Iteration 64Q: 3 clusters Score -2147829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2147837.000000 Penalty: 4858.491211
	Iteration 65Q: 3 clusters Score -2147837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2147837.000000 Penalty: 4858.491211
	Iteration 66Q: 3 clusters Score -2147837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2147839.000000 Penalty: 4858.491211
	Iteration 67Q: 3 clusters Score -2147839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2147842.500000 Penalty: 4858.491211
	Iteration 68Q: 3 clusters Score -2147842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2147843.000000 Penalty: 4858.491211
	Iteration 69Q: 3 clusters Score -2147843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2147846.250000 Penalty: 4858.491211
	Iteration 70Q: 3 clusters Score -2147846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2147850.000000 Penalty: 4858.491211
	Iteration 71Q: 3 clusters Score -2147850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2147852.000000 Penalty: 4858.491211
	Iteration 72Q: 3 clusters Score -2147852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2147851.750000 Penalty: 4858.491211
	Iteration 73Q: 3 clusters Score -2147852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2147851.750000 Penalty: 4858.491211
	Iteration 74Q: 3 clusters Score -2147852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2147855.500000 Penalty: 4858.491211
	Iteration 75Q: 3 clusters Score -2147856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2147856.500000 Penalty: 4858.491211
	Iteration 76Q: 3 clusters Score -2147856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2147858.250000 Penalty: 4858.491211
	Iteration 77Q: 3 clusters Score -2147858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2147860.000000 Penalty: 4858.491211
	Iteration 78Q: 3 clusters Score -2147860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2147861.500000 Penalty: 4858.491211
	Iteration 79Q: 3 clusters Score -2147862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2147860.500000 Penalty: 4858.491211
	Iteration 80F: 3 clusters Score -2147860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2147861.000000 Penalty: 4858.491211
	Iteration 81Q: 3 clusters Score -2147861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2147860.500000 Penalty: 4858.491211
	Iteration 82Q: 3 clusters Score -2147860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2147865.500000 Penalty: 4858.491211
	Iteration 83Q: 3 clusters Score -2147866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2147862.250000 Penalty: 4858.491211
	Iteration 84Q: 3 clusters Score -2147862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2147861.750000 Penalty: 4858.491211
	Iteration 85Q: 3 clusters Score -2147862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2147865.500000 Penalty: 4858.491211
	Iteration 86Q: 3 clusters Score -2147866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2147865.500000 Penalty: 4858.491211
	Iteration 87Q: 3 clusters Score -2147866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2147864.750000 Penalty: 4858.491211
	Iteration 88Q: 3 clusters Score -2147865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2147862.250000 Penalty: 4858.491211
	Iteration 89Q: 3 clusters Score -2147862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2147862.750000 Penalty: 4858.491211
	Iteration 90Q: 3 clusters Score -2147863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2147867.500000 Penalty: 4858.491211
	Iteration 91Q: 3 clusters Score -2147868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2147865.500000 Penalty: 4858.491211
	Iteration 92Q: 3 clusters Score -2147866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2147865.500000 Penalty: 4858.491211
	Iteration 93Q: 3 clusters Score -2147866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2147869.750000 Penalty: 4858.491211
	Iteration 94Q: 3 clusters Score -2147870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2147863.750000 Penalty: 4858.491211
	Iteration 95Q: 3 clusters Score -2147864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2147866.000000 Penalty: 4858.491211
	Iteration 96Q: 3 clusters Score -2147866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2147867.750000 Penalty: 4858.491211
	Iteration 97Q: 3 clusters Score -2147868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2147863.250000 Penalty: 4858.491211
	Iteration 98Q: 3 clusters Score -2147863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2147863.750000 Penalty: 4858.491211
	Iteration 99Q: 3 clusters Score -2147864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2147866.750000 Penalty: 4858.491211
	Iteration 100F: 3 clusters Score -2147867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2147865.500000 Penalty: 4858.491211
	Iteration 101Q: 3 clusters Score -2147866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2147867.250000 Penalty: 4858.491211
	Iteration 102Q: 3 clusters Score -2147867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2147867.750000 Penalty: 4858.491211
	Iteration 103Q: 3 clusters Score -2147868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2147872.500000 Penalty: 4858.491211
	Iteration 104Q: 3 clusters Score -2147872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2147872.750000 Penalty: 4858.491211
	Iteration 105Q: 3 clusters Score -2147873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2147877.000000 Penalty: 4858.491211
	Iteration 106Q: 3 clusters Score -2147877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2147874.750000 Penalty: 4858.491211
	Iteration 107Q: 3 clusters Score -2147875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2147879.750000 Penalty: 4858.491211
	Iteration 108Q: 3 clusters Score -2147880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2147879.500000 Penalty: 4858.491211
	Iteration 109Q: 3 clusters Score -2147880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2147882.250000 Penalty: 4858.491211
	Iteration 110Q: 3 clusters Score -2147882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2147881.500000 Penalty: 4858.491211
	Iteration 111Q: 3 clusters Score -2147882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2147879.750000 Penalty: 4858.491211
	Iteration 112Q: 3 clusters Score -2147880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2147879.750000 Penalty: 4858.491211
	Iteration 113F: 3 clusters Score -2147880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Entering Unmasked Estep 
Score: -385266.218750 Penalty: 2010.938599
	Iteration 0F: 2 clusters Score -385266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -381777.125000 Penalty: 4021.877197
	Iteration 0F: 3 clusters Score -381777.1 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -382580.312500 Penalty: 4021.877197
	Iteration 1F: 3 clusters Score -382580.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -382764.406250 Penalty: 4021.877197
	Iteration 2F: 3 clusters Score -382764.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -382860.343750 Penalty: 4021.877197
	Iteration 3Q: 3 clusters Score -382860.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -382912.218750 Penalty: 4021.877197
	Iteration 4Q: 3 clusters Score -382912.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -382948.968750 Penalty: 4021.877197
	Iteration 5Q: 3 clusters Score -382949 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -382976.687500 Penalty: 4021.877197
	Iteration 6Q: 3 clusters Score -382976.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -383000.093750 Penalty: 4021.877197
	Iteration 7Q: 3 clusters Score -383000.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -383015.156250 Penalty: 4021.877197
	Iteration 8Q: 3 clusters Score -383015.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -383023.687500 Penalty: 4021.877197
	Iteration 9Q: 3 clusters Score -383023.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -383029.125000 Penalty: 4021.877197
	Iteration 10Q: 3 clusters Score -383029.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -383032.781250 Penalty: 4021.877197
	Iteration 11Q: 3 clusters Score -383032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -383034.500000 Penalty: 4021.877197
	Iteration 12Q: 3 clusters Score -383034.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -383036.093750 Penalty: 4021.877197
	Iteration 13Q: 3 clusters Score -383036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -383036.531250 Penalty: 4021.877197
	Iteration 14Q: 3 clusters Score -383036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -383036.531250 Penalty: 4021.877197
	Iteration 15F: 3 clusters Score -383036.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Entering Unmasked Estep 
Score: -1527924.000000 Penalty: 2349.116455
	Iteration 0F: 2 clusters Score -1527924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1518394.375000 Penalty: 4698.232910
	Iteration 0F: 3 clusters Score -1518394 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1521313.875000 Penalty: 4698.232910
	Iteration 1F: 3 clusters Score -1521314 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1521761.875000 Penalty: 4698.232910
	Iteration 2F: 3 clusters Score -1521762 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1522117.875000 Penalty: 4698.232910
	Iteration 3F: 3 clusters Score -1522118 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1522446.250000 Penalty: 4698.232910
	Iteration 4F: 3 clusters Score -1522446 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1522768.000000 Penalty: 4698.232910
	Iteration 5Q: 3 clusters Score -1522768 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1523070.750000 Penalty: 4698.232910
	Iteration 6Q: 3 clusters Score -1523071 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1523373.250000 Penalty: 4698.232910
	Iteration 7Q: 3 clusters Score -1523373 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1523673.750000 Penalty: 4698.232910
	Iteration 8Q: 3 clusters Score -1523674 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1523945.000000 Penalty: 4698.232910
	Iteration 9Q: 3 clusters Score -1523945 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1524240.500000 Penalty: 4698.232910
	Iteration 10Q: 3 clusters Score -1524240 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1524573.125000 Penalty: 4698.232910
	Iteration 11Q: 3 clusters Score -1524573 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1524887.625000 Penalty: 4698.232910
	Iteration 12Q: 3 clusters Score -1524888 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1525190.500000 Penalty: 4698.232910
	Iteration 13Q: 3 clusters Score -1525190 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1525450.500000 Penalty: 4698.232910
	Iteration 14Q: 3 clusters Score -1525450 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1525675.750000 Penalty: 4698.232910
	Iteration 15Q: 3 clusters Score -1525676 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1525806.750000 Penalty: 4698.232910
	Iteration 16Q: 3 clusters Score -1525807 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1525902.125000 Penalty: 4698.232910
	Iteration 17Q: 3 clusters Score -1525902 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1525958.250000 Penalty: 4698.232910
	Iteration 18Q: 3 clusters Score -1525958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1526028.875000 Penalty: 4698.232910
	Iteration 19Q: 3 clusters Score -1526029 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1526073.250000 Penalty: 4698.232910
	Iteration 20F: 3 clusters Score -1526073 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1526115.375000 Penalty: 4698.232910
	Iteration 21Q: 3 clusters Score -1526115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1526143.375000 Penalty: 4698.232910
	Iteration 22Q: 3 clusters Score -1526143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1526171.375000 Penalty: 4698.232910
	Iteration 23Q: 3 clusters Score -1526171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1526175.125000 Penalty: 4698.232910
	Iteration 24Q: 3 clusters Score -1526175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1526181.875000 Penalty: 4698.232910
	Iteration 25Q: 3 clusters Score -1526182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1526186.875000 Penalty: 4698.232910
	Iteration 26Q: 3 clusters Score -1526187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1526192.500000 Penalty: 4698.232910
	Iteration 27Q: 3 clusters Score -1526192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1526194.625000 Penalty: 4698.232910
	Iteration 28Q: 3 clusters Score -1526195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1526199.750000 Penalty: 4698.232910
	Iteration 29Q: 3 clusters Score -1526200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1526202.750000 Penalty: 4698.232910
	Iteration 30Q: 3 clusters Score -1526203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1526202.125000 Penalty: 4698.232910
	Iteration 31Q: 3 clusters Score -1526202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1526203.875000 Penalty: 4698.232910
	Iteration 32Q: 3 clusters Score -1526204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1526205.375000 Penalty: 4698.232910
	Iteration 33Q: 3 clusters Score -1526205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1526206.000000 Penalty: 4698.232910
	Iteration 34Q: 3 clusters Score -1526206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1526208.625000 Penalty: 4698.232910
	Iteration 35Q: 3 clusters Score -1526209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1526207.625000 Penalty: 4698.232910
	Iteration 36Q: 3 clusters Score -1526208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1526207.625000 Penalty: 4698.232910
	Iteration 37F: 3 clusters Score -1526208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143480 members 
Entering Unmasked Estep 
Score: -17177336.000000 Penalty: 2944.739746
	Iteration 0F: 2 clusters Score -1.717734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -17081702.000000 Penalty: 5889.479492
	Iteration 0F: 3 clusters Score -1.70817e+07 nChanged 68540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -17121340.000000 Penalty: 5889.479492
	Iteration 1F: 3 clusters Score -1.712134e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 73095 members 
Entering Unmasked Estep 
Score: -17122126.000000 Penalty: 5889.479492
	Iteration 2Q: 3 clusters Score -1.712213e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 73853 members 
Entering Unmasked Estep 
Score: -17122972.000000 Penalty: 5889.479492
	Iteration 3Q: 3 clusters Score -1.712297e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -17124144.000000 Penalty: 5889.479492
	Iteration 4Q: 3 clusters Score -1.712414e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -17125826.000000 Penalty: 5889.479492
	Iteration 5Q: 3 clusters Score -1.712583e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -17127806.000000 Penalty: 5889.479492
	Iteration 6Q: 3 clusters Score -1.712781e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 81782 members 
Entering Unmasked Estep 
Score: -17130756.000000 Penalty: 5889.479492
	Iteration 7Q: 3 clusters Score -1.713076e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -17134688.000000 Penalty: 5889.479492
	Iteration 8Q: 3 clusters Score -1.713469e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -17140058.000000 Penalty: 5889.479492
	Iteration 9F: 3 clusters Score -1.714006e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -17146056.000000 Penalty: 5889.479492
	Iteration 10F: 3 clusters Score -1.714606e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 96124 members 
Entering Unmasked Estep 
Score: -17151426.000000 Penalty: 5889.479492
	Iteration 11F: 3 clusters Score -1.715143e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 98687 members 
Entering Unmasked Estep 
Score: -17154990.000000 Penalty: 5889.479492
	Iteration 12Q: 3 clusters Score -1.715499e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -17156940.000000 Penalty: 5889.479492
	Iteration 13Q: 3 clusters Score -1.715694e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 103013 members 
Entering Unmasked Estep 
Score: -17158046.000000 Penalty: 5889.479492
	Iteration 14Q: 3 clusters Score -1.715805e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 105170 members 
Entering Unmasked Estep 
Score: -17158838.000000 Penalty: 5889.479492
	Iteration 15Q: 3 clusters Score -1.715884e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 107333 members 
Entering Unmasked Estep 
Score: -17159658.000000 Penalty: 5889.479492
	Iteration 16Q: 3 clusters Score -1.715966e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 109462 members 
Entering Unmasked Estep 
Score: -17160374.000000 Penalty: 5889.479492
	Iteration 17Q: 3 clusters Score -1.716037e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 111701 members 
Entering Unmasked Estep 
Score: -17161216.000000 Penalty: 5889.479492
	Iteration 18Q: 3 clusters Score -1.716122e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 113996 members 
Entering Unmasked Estep 
Score: -17161968.000000 Penalty: 5889.479492
	Iteration 19Q: 3 clusters Score -1.716197e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 116409 members 
Entering Unmasked Estep 
Score: -17162882.000000 Penalty: 5889.479492
	Iteration 20F: 3 clusters Score -1.716288e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 118909 members 
Entering Unmasked Estep 
Score: -17164018.000000 Penalty: 5889.479492
	Iteration 21Q: 3 clusters Score -1.716402e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 121463 members 
Entering Unmasked Estep 
Score: -17165120.000000 Penalty: 5889.479492
	Iteration 22Q: 3 clusters Score -1.716512e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 124011 members 
Entering Unmasked Estep 
Score: -17166272.000000 Penalty: 5889.479492
	Iteration 23Q: 3 clusters Score -1.716627e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 126460 members 
Entering Unmasked Estep 
Score: -17167350.000000 Penalty: 5889.479492
	Iteration 24Q: 3 clusters Score -1.716735e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 128760 members 
Entering Unmasked Estep 
Score: -17168406.000000 Penalty: 5889.479492
	Iteration 25Q: 3 clusters Score -1.716841e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 130866 members 
Entering Unmasked Estep 
Score: -17169442.000000 Penalty: 5889.479492
	Iteration 26Q: 3 clusters Score -1.716944e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 132807 members 
Entering Unmasked Estep 
Score: -17170342.000000 Penalty: 5889.479492
	Iteration 27Q: 3 clusters Score -1.717034e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 134521 members 
Entering Unmasked Estep 
Score: -17171228.000000 Penalty: 5889.479492
	Iteration 28Q: 3 clusters Score -1.717123e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 136008 members 
Entering Unmasked Estep 
Score: -17171960.000000 Penalty: 5889.479492
	Iteration 29Q: 3 clusters Score -1.717196e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 137237 members 
Entering Unmasked Estep 
Score: -17172498.000000 Penalty: 5889.479492
	Iteration 30Q: 3 clusters Score -1.71725e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 138233 members 
Entering Unmasked Estep 
Score: -17172958.000000 Penalty: 5889.479492
	Iteration 31Q: 3 clusters Score -1.717296e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 139091 members 
Entering Unmasked Estep 
Score: -17173436.000000 Penalty: 5889.479492
	Iteration 32Q: 3 clusters Score -1.717344e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 139781 members 
Entering Unmasked Estep 
Score: -17173796.000000 Penalty: 5889.479492
	Iteration 33Q: 3 clusters Score -1.71738e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 140316 members 
Entering Unmasked Estep 
Score: -17174064.000000 Penalty: 5889.479492
	Iteration 34Q: 3 clusters Score -1.717406e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 140710 members 
Entering Unmasked Estep 
Score: -17174188.000000 Penalty: 5889.479492
	Iteration 35Q: 3 clusters Score -1.717419e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 141033 members 
Entering Unmasked Estep 
Score: -17174378.000000 Penalty: 5889.479492
	Iteration 36Q: 3 clusters Score -1.717438e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 141288 members 
Entering Unmasked Estep 
Score: -17174494.000000 Penalty: 5889.479492
	Iteration 37Q: 3 clusters Score -1.717449e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 141486 members 
Entering Unmasked Estep 
Score: -17174604.000000 Penalty: 5889.479492
	Iteration 38Q: 3 clusters Score -1.71746e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 141638 members 
Entering Unmasked Estep 
Score: -17174652.000000 Penalty: 5889.479492
	Iteration 39Q: 3 clusters Score -1.717465e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 141774 members 
Entering Unmasked Estep 
Score: -17174686.000000 Penalty: 5889.479492
	Iteration 40F: 3 clusters Score -1.717469e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 141889 members 
Entering Unmasked Estep 
Score: -17174714.000000 Penalty: 5889.479492
	Iteration 41Q: 3 clusters Score -1.717471e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 141978 members 
Entering Unmasked Estep 
Score: -17174766.000000 Penalty: 5889.479492
	Iteration 42Q: 3 clusters Score -1.717477e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 142029 members 
Entering Unmasked Estep 
Score: -17174778.000000 Penalty: 5889.479492
	Iteration 43Q: 3 clusters Score -1.717478e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 142079 members 
Entering Unmasked Estep 
Score: -17174818.000000 Penalty: 5889.479492
	Iteration 44Q: 3 clusters Score -1.717482e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 142122 members 
Entering Unmasked Estep 
Score: -17174840.000000 Penalty: 5889.479492
	Iteration 45Q: 3 clusters Score -1.717484e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 142160 members 
Entering Unmasked Estep 
Score: -17174852.000000 Penalty: 5889.479492
	Iteration 46Q: 3 clusters Score -1.717485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 142190 members 
Entering Unmasked Estep 
Score: -17174850.000000 Penalty: 5889.479492
	Iteration 47Q: 3 clusters Score -1.717485e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 142220 members 
Entering Unmasked Estep 
Score: -17174896.000000 Penalty: 5889.479492
	Iteration 48Q: 3 clusters Score -1.71749e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 142258 members 
Entering Unmasked Estep 
Score: -17174902.000000 Penalty: 5889.479492
	Iteration 49Q: 3 clusters Score -1.71749e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 142284 members 
Entering Unmasked Estep 
Score: -17174904.000000 Penalty: 5889.479492
	Iteration 50Q: 3 clusters Score -1.71749e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 142307 members 
Entering Unmasked Estep 
Score: -17174908.000000 Penalty: 5889.479492
	Iteration 51Q: 3 clusters Score -1.717491e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 142323 members 
Entering Unmasked Estep 
Score: -17174918.000000 Penalty: 5889.479492
	Iteration 52Q: 3 clusters Score -1.717492e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 142335 members 
Entering Unmasked Estep 
Score: -17174912.000000 Penalty: 5889.479492
	Iteration 53Q: 3 clusters Score -1.717491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 142345 members 
Entering Unmasked Estep 
Score: -17174922.000000 Penalty: 5889.479492
	Iteration 54Q: 3 clusters Score -1.717492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 142349 members 
Entering Unmasked Estep 
Score: -17174930.000000 Penalty: 5889.479492
	Iteration 55Q: 3 clusters Score -1.717493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 142359 members 
Entering Unmasked Estep 
Score: -17174928.000000 Penalty: 5889.479492
	Iteration 56Q: 3 clusters Score -1.717493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 142363 members 
Entering Unmasked Estep 
Score: -17174918.000000 Penalty: 5889.479492
	Iteration 57Q: 3 clusters Score -1.717492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 142370 members 
Entering Unmasked Estep 
Score: -17174920.000000 Penalty: 5889.479492
	Iteration 58Q: 3 clusters Score -1.717492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 142369 members 
Entering Unmasked Estep 
Score: -17174926.000000 Penalty: 5889.479492
	Iteration 59Q: 3 clusters Score -1.717493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 142372 members 
Entering Unmasked Estep 
Score: -17174916.000000 Penalty: 5889.479492
	Iteration 60F: 3 clusters Score -1.717492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 142371 members 
Entering Unmasked Estep 
Score: -17174920.000000 Penalty: 5889.479492
	Iteration 61Q: 3 clusters Score -1.717492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 142372 members 
Entering Unmasked Estep 
Score: -17174928.000000 Penalty: 5889.479492
	Iteration 62Q: 3 clusters Score -1.717493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 142373 members 
Entering Unmasked Estep 
Score: -17174926.000000 Penalty: 5889.479492
	Iteration 63Q: 3 clusters Score -1.717493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 142374 members 
Entering Unmasked Estep 
Score: -17174916.000000 Penalty: 5889.479492
	Iteration 64Q: 3 clusters Score -1.717492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 142375 members 
Entering Unmasked Estep 
Score: -17174916.000000 Penalty: 5889.479492
	Iteration 65Q: 3 clusters Score -1.717492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 142376 members 
Entering Unmasked Estep 
Score: -17174918.000000 Penalty: 5889.479492
	Iteration 66Q: 3 clusters Score -1.717492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 142378 members 
Entering Unmasked Estep 
Score: -17174914.000000 Penalty: 5889.479492
	Iteration 67Q: 3 clusters Score -1.717491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 142379 members 
Entering Unmasked Estep 
Score: -17174906.000000 Penalty: 5889.479492
	Iteration 68Q: 3 clusters Score -1.717491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 142381 members 
Entering Unmasked Estep 
Score: -17174914.000000 Penalty: 5889.479492
	Iteration 69Q: 3 clusters Score -1.717491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 142382 members 
Entering Unmasked Estep 
Score: -17174908.000000 Penalty: 5889.479492
	Iteration 70Q: 3 clusters Score -1.717491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 142386 members 
Entering Unmasked Estep 
Score: -17174920.000000 Penalty: 5889.479492
	Iteration 71Q: 3 clusters Score -1.717492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 142394 members 
Entering Unmasked Estep 
Score: -17174916.000000 Penalty: 5889.479492
	Iteration 72Q: 3 clusters Score -1.717492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 142397 members 
Entering Unmasked Estep 
Score: -17174922.000000 Penalty: 5889.479492
	Iteration 73Q: 3 clusters Score -1.717492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 142397 members 
Entering Unmasked Estep 
Score: -17174922.000000 Penalty: 5889.479492
	Iteration 74Q: 3 clusters Score -1.717492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 142400 members 
Entering Unmasked Estep 
Score: -17174920.000000 Penalty: 5889.479492
	Iteration 75Q: 3 clusters Score -1.717492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 142401 members 
Entering Unmasked Estep 
Score: -17174922.000000 Penalty: 5889.479492
	Iteration 76Q: 3 clusters Score -1.717492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 142403 members 
Entering Unmasked Estep 
Score: -17174924.000000 Penalty: 5889.479492
	Iteration 77Q: 3 clusters Score -1.717492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 142406 members 
Entering Unmasked Estep 
Score: -17174926.000000 Penalty: 5889.479492
	Iteration 78Q: 3 clusters Score -1.717493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 142408 members 
Entering Unmasked Estep 
Score: -17174922.000000 Penalty: 5889.479492
	Iteration 79Q: 3 clusters Score -1.717492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 142411 members 
Entering Unmasked Estep 
Score: -17174926.000000 Penalty: 5889.479492
	Iteration 80F: 3 clusters Score -1.717493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 142414 members 
Entering Unmasked Estep 
Score: -17174922.000000 Penalty: 5889.479492
	Iteration 81Q: 3 clusters Score -1.717492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 142416 members 
Entering Unmasked Estep 
Score: -17174924.000000 Penalty: 5889.479492
	Iteration 82Q: 3 clusters Score -1.717492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 142418 members 
Entering Unmasked Estep 
Score: -17174910.000000 Penalty: 5889.479492
	Iteration 83Q: 3 clusters Score -1.717491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 142419 members 
Entering Unmasked Estep 
Score: -17174926.000000 Penalty: 5889.479492
	Iteration 84Q: 3 clusters Score -1.717493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 142418 members 
Entering Unmasked Estep 
Score: -17174916.000000 Penalty: 5889.479492
	Iteration 85Q: 3 clusters Score -1.717492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 142418 members 
Entering Unmasked Estep 
Score: -17174916.000000 Penalty: 5889.479492
	Iteration 86F: 3 clusters Score -1.717492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Entering Unmasked Estep 
Score: -4927994.000000 Penalty: 2644.536133
	Iteration 0F: 2 clusters Score -4927994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4899153.000000 Penalty: 5289.072266
	Iteration 0F: 3 clusters Score -4899153 nChanged 19562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4909690.000000 Penalty: 5289.072266
	Iteration 1F: 3 clusters Score -4909690 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4910225.000000 Penalty: 5289.072266
	Iteration 2Q: 3 clusters Score -4910225 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -4910819.000000 Penalty: 5289.072266
	Iteration 3Q: 3 clusters Score -4910819 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4911556.000000 Penalty: 5289.072266
	Iteration 4Q: 3 clusters Score -4911556 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4912537.000000 Penalty: 5289.072266
	Iteration 5Q: 3 clusters Score -4912537 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -4913937.500000 Penalty: 5289.072266
	Iteration 6F: 3 clusters Score -4913938 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -4915931.500000 Penalty: 5289.072266
	Iteration 7F: 3 clusters Score -4915932 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -4918660.500000 Penalty: 5289.072266
	Iteration 8F: 3 clusters Score -4918660 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -4921399.000000 Penalty: 5289.072266
	Iteration 9F: 3 clusters Score -4921399 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4923576.000000 Penalty: 5289.072266
	Iteration 10F: 3 clusters Score -4923576 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4924753.500000 Penalty: 5289.072266
	Iteration 11Q: 3 clusters Score -4924754 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4925268.000000 Penalty: 5289.072266
	Iteration 12Q: 3 clusters Score -4925268 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4925509.000000 Penalty: 5289.072266
	Iteration 13Q: 3 clusters Score -4925509 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4925640.500000 Penalty: 5289.072266
	Iteration 14Q: 3 clusters Score -4925640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4925730.500000 Penalty: 5289.072266
	Iteration 15Q: 3 clusters Score -4925730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4925789.500000 Penalty: 5289.072266
	Iteration 16Q: 3 clusters Score -4925790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4925821.500000 Penalty: 5289.072266
	Iteration 17Q: 3 clusters Score -4925822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4925838.000000 Penalty: 5289.072266
	Iteration 18Q: 3 clusters Score -4925838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4925851.500000 Penalty: 5289.072266
	Iteration 19Q: 3 clusters Score -4925852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4925854.000000 Penalty: 5289.072266
	Iteration 20F: 3 clusters Score -4925854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4925857.000000 Penalty: 5289.072266
	Iteration 21Q: 3 clusters Score -4925857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4925851.500000 Penalty: 5289.072266
	Iteration 22Q: 3 clusters Score -4925852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4925863.000000 Penalty: 5289.072266
	Iteration 23Q: 3 clusters Score -4925863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4925865.500000 Penalty: 5289.072266
	Iteration 24Q: 3 clusters Score -4925866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4925867.500000 Penalty: 5289.072266
	Iteration 25Q: 3 clusters Score -4925868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4925872.000000 Penalty: 5289.072266
	Iteration 26Q: 3 clusters Score -4925872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4925876.500000 Penalty: 5289.072266
	Iteration 27Q: 3 clusters Score -4925876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4925877.500000 Penalty: 5289.072266
	Iteration 28Q: 3 clusters Score -4925878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4925882.500000 Penalty: 5289.072266
	Iteration 29Q: 3 clusters Score -4925882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4925884.500000 Penalty: 5289.072266
	Iteration 30Q: 3 clusters Score -4925884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4925887.500000 Penalty: 5289.072266
	Iteration 31Q: 3 clusters Score -4925888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4925885.000000 Penalty: 5289.072266
	Iteration 32Q: 3 clusters Score -4925885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4925894.000000 Penalty: 5289.072266
	Iteration 33Q: 3 clusters Score -4925894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4925898.500000 Penalty: 5289.072266
	Iteration 34Q: 3 clusters Score -4925898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4925901.500000 Penalty: 5289.072266
	Iteration 35Q: 3 clusters Score -4925902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4925903.000000 Penalty: 5289.072266
	Iteration 36Q: 3 clusters Score -4925903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4925904.500000 Penalty: 5289.072266
	Iteration 37Q: 3 clusters Score -4925904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4925902.500000 Penalty: 5289.072266
	Iteration 38Q: 3 clusters Score -4925902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4925913.000000 Penalty: 5289.072266
	Iteration 39Q: 3 clusters Score -4925913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4925914.000000 Penalty: 5289.072266
	Iteration 40F: 3 clusters Score -4925914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Entering Unmasked Estep 
Score: -6096410.500000 Penalty: 2686.987549
	Iteration 0F: 2 clusters Score -6096410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -6062335.500000 Penalty: 5373.975098
	Iteration 0F: 3 clusters Score -6062336 nChanged 23436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -6075756.000000 Penalty: 5373.975098
	Iteration 1F: 3 clusters Score -6075756 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -6076768.500000 Penalty: 5373.975098
	Iteration 2Q: 3 clusters Score -6076768 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -6078321.500000 Penalty: 5373.975098
	Iteration 3F: 3 clusters Score -6078322 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -6080683.000000 Penalty: 5373.975098
	Iteration 4F: 3 clusters Score -6080683 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -6083856.500000 Penalty: 5373.975098
	Iteration 5F: 3 clusters Score -6083856 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -6087381.000000 Penalty: 5373.975098
	Iteration 6F: 3 clusters Score -6087381 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -6090250.500000 Penalty: 5373.975098
	Iteration 7F: 3 clusters Score -6090250 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -6091934.000000 Penalty: 5373.975098
	Iteration 8Q: 3 clusters Score -6091934 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -6092688.000000 Penalty: 5373.975098
	Iteration 9Q: 3 clusters Score -6092688 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6093079.000000 Penalty: 5373.975098
	Iteration 10Q: 3 clusters Score -6093079 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6093327.500000 Penalty: 5373.975098
	Iteration 11Q: 3 clusters Score -6093328 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6093476.500000 Penalty: 5373.975098
	Iteration 12Q: 3 clusters Score -6093476 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6093581.500000 Penalty: 5373.975098
	Iteration 13Q: 3 clusters Score -6093582 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6093668.000000 Penalty: 5373.975098
	Iteration 14Q: 3 clusters Score -6093668 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6093742.000000 Penalty: 5373.975098
	Iteration 15Q: 3 clusters Score -6093742 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6093805.500000 Penalty: 5373.975098
	Iteration 16Q: 3 clusters Score -6093806 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6093859.500000 Penalty: 5373.975098
	Iteration 17Q: 3 clusters Score -6093860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6093915.500000 Penalty: 5373.975098
	Iteration 18Q: 3 clusters Score -6093916 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6093940.000000 Penalty: 5373.975098
	Iteration 19Q: 3 clusters Score -6093940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6093958.500000 Penalty: 5373.975098
	Iteration 20F: 3 clusters Score -6093958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6093987.000000 Penalty: 5373.975098
	Iteration 21Q: 3 clusters Score -6093987 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6094029.000000 Penalty: 5373.975098
	Iteration 22Q: 3 clusters Score -6094029 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6094037.000000 Penalty: 5373.975098
	Iteration 23Q: 3 clusters Score -6094037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6094061.000000 Penalty: 5373.975098
	Iteration 24Q: 3 clusters Score -6094061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6094083.500000 Penalty: 5373.975098
	Iteration 25Q: 3 clusters Score -6094084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6094105.000000 Penalty: 5373.975098
	Iteration 26Q: 3 clusters Score -6094105 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6094123.000000 Penalty: 5373.975098
	Iteration 27Q: 3 clusters Score -6094123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6094149.000000 Penalty: 5373.975098
	Iteration 28Q: 3 clusters Score -6094149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6094141.000000 Penalty: 5373.975098
	Iteration 29Q: 3 clusters Score -6094141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6094170.000000 Penalty: 5373.975098
	Iteration 30Q: 3 clusters Score -6094170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6094175.500000 Penalty: 5373.975098
	Iteration 31Q: 3 clusters Score -6094176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6094185.500000 Penalty: 5373.975098
	Iteration 32Q: 3 clusters Score -6094186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6094186.000000 Penalty: 5373.975098
	Iteration 33Q: 3 clusters Score -6094186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6094182.500000 Penalty: 5373.975098
	Iteration 34Q: 3 clusters Score -6094182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6094196.000000 Penalty: 5373.975098
	Iteration 35Q: 3 clusters Score -6094196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6094197.500000 Penalty: 5373.975098
	Iteration 36Q: 3 clusters Score -6094198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6094213.500000 Penalty: 5373.975098
	Iteration 37Q: 3 clusters Score -6094214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6094211.000000 Penalty: 5373.975098
	Iteration 38Q: 3 clusters Score -6094211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6094222.500000 Penalty: 5373.975098
	Iteration 39Q: 3 clusters Score -6094222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6094222.000000 Penalty: 5373.975098
	Iteration 40F: 3 clusters Score -6094222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6094228.000000 Penalty: 5373.975098
	Iteration 41Q: 3 clusters Score -6094228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6094225.500000 Penalty: 5373.975098
	Iteration 42Q: 3 clusters Score -6094226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6094231.500000 Penalty: 5373.975098
	Iteration 43Q: 3 clusters Score -6094232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6094230.500000 Penalty: 5373.975098
	Iteration 44Q: 3 clusters Score -6094230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6094224.000000 Penalty: 5373.975098
	Iteration 45Q: 3 clusters Score -6094224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6094224.500000 Penalty: 5373.975098
	Iteration 46Q: 3 clusters Score -6094224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6094230.000000 Penalty: 5373.975098
	Iteration 47Q: 3 clusters Score -6094230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6094239.000000 Penalty: 5373.975098
	Iteration 48Q: 3 clusters Score -6094239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6094247.500000 Penalty: 5373.975098
	Iteration 49Q: 3 clusters Score -6094248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6094245.000000 Penalty: 5373.975098
	Iteration 50Q: 3 clusters Score -6094245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6094251.500000 Penalty: 5373.975098
	Iteration 51Q: 3 clusters Score -6094252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6094251.500000 Penalty: 5373.975098
	Iteration 52Q: 3 clusters Score -6094252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6094257.000000 Penalty: 5373.975098
	Iteration 53Q: 3 clusters Score -6094257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6094262.000000 Penalty: 5373.975098
	Iteration 54Q: 3 clusters Score -6094262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6094262.000000 Penalty: 5373.975098
	Iteration 55Q: 3 clusters Score -6094262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6094263.500000 Penalty: 5373.975098
	Iteration 56Q: 3 clusters Score -6094264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6094262.000000 Penalty: 5373.975098
	Iteration 57Q: 3 clusters Score -6094262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6094266.000000 Penalty: 5373.975098
	Iteration 58Q: 3 clusters Score -6094266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6094269.500000 Penalty: 5373.975098
	Iteration 59Q: 3 clusters Score -6094270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6094266.500000 Penalty: 5373.975098
	Iteration 60F: 3 clusters Score -6094266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6094269.500000 Penalty: 5373.975098
	Iteration 61Q: 3 clusters Score -6094270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6094268.500000 Penalty: 5373.975098
	Iteration 62Q: 3 clusters Score -6094268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6094268.500000 Penalty: 5373.975098
	Iteration 63F: 3 clusters Score -6094268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Entering Unmasked Estep 
Score: -2821787.250000 Penalty: 2502.610107
	Iteration 0F: 2 clusters Score -2821787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2804992.750000 Penalty: 5005.220215
	Iteration 0F: 3 clusters Score -2804993 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2810918.750000 Penalty: 5005.220215
	Iteration 1F: 3 clusters Score -2810919 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2811645.250000 Penalty: 5005.220215
	Iteration 2F: 3 clusters Score -2811645 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2812548.250000 Penalty: 5005.220215
	Iteration 3F: 3 clusters Score -2812548 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2813875.500000 Penalty: 5005.220215
	Iteration 4F: 3 clusters Score -2813876 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2815575.000000 Penalty: 5005.220215
	Iteration 5F: 3 clusters Score -2815575 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2817539.500000 Penalty: 5005.220215
	Iteration 6F: 3 clusters Score -2817540 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2819258.000000 Penalty: 5005.220215
	Iteration 7F: 3 clusters Score -2819258 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2820417.250000 Penalty: 5005.220215
	Iteration 8Q: 3 clusters Score -2820417 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2821092.250000 Penalty: 5005.220215
	Iteration 9Q: 3 clusters Score -2821092 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2821447.000000 Penalty: 5005.220215
	Iteration 10Q: 3 clusters Score -2821447 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2821643.750000 Penalty: 5005.220215
	Iteration 11Q: 3 clusters Score -2821644 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2821765.250000 Penalty: 5005.220215
	Iteration 12Q: 3 clusters Score -2821765 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2821804.000000 Penalty: 5005.220215
	Iteration 13Q: 3 clusters Score -2821804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2821826.500000 Penalty: 5005.220215
	Iteration 14Q: 3 clusters Score -2821826 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2821836.500000 Penalty: 5005.220215
	Iteration 15Q: 3 clusters Score -2821836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2821853.250000 Penalty: 5005.220215
	Iteration 16Q: 3 clusters Score -2821853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2821858.000000 Penalty: 5005.220215
	Iteration 17Q: 3 clusters Score -2821858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2821861.500000 Penalty: 5005.220215
	Iteration 18Q: 3 clusters Score -2821862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2821865.250000 Penalty: 5005.220215
	Iteration 19Q: 3 clusters Score -2821865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2821872.250000 Penalty: 5005.220215
	Iteration 20F: 3 clusters Score -2821872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2821872.000000 Penalty: 5005.220215
	Iteration 21Q: 3 clusters Score -2821872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2821872.500000 Penalty: 5005.220215
	Iteration 22Q: 3 clusters Score -2821872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2821874.500000 Penalty: 5005.220215
	Iteration 23Q: 3 clusters Score -2821874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2821875.000000 Penalty: 5005.220215
	Iteration 24Q: 3 clusters Score -2821875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2821875.000000 Penalty: 5005.220215
	Iteration 25F: 3 clusters Score -2821875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 35792 members 
Mstep: Class 3 contains 12583 members 
Mstep: Class 4 contains 96081 members 
Mstep: Class 5 contains 18107 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17950 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 12994 members 
Mstep: Class 10 contains 143480 members 
Mstep: Class 11 contains 42764 members 
Mstep: Class 12 contains 50748 members 
Mstep: Class 13 contains 6094 members 
Mstep: Class 14 contains 35080 members 
Mstep: Class 15 contains 179555 members 
Mstep: Class 16 contains 60877 members 
Mstep: Class 17 contains 201646 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151769 members 
Mstep: Class 21 contains 9168 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 160348 members 
Mstep: Class 24 contains 20340 members 
Mstep: Class 25 contains 17669 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9012 members 
Mstep: Class 29 contains 18035 members 
Entering Unmasked Estep 
Score: -156053088.000000 Penalty: 101497.804688
Splitting cluster 13 changes total score from -156053664.000000 to -156053088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (35080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Entering Unmasked Estep 
Score: -4170203.250000 Penalty: 2595.415771
	Iteration 0F: 2 clusters Score -4170203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -4146502.250000 Penalty: 5190.831543
	Iteration 0F: 3 clusters Score -4146502 nChanged 15738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -4155157.250000 Penalty: 5190.831543
	Iteration 1F: 3 clusters Score -4155157 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -4155720.750000 Penalty: 5190.831543
	Iteration 2Q: 3 clusters Score -4155721 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -4156264.500000 Penalty: 5190.831543
	Iteration 3Q: 3 clusters Score -4156264 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -4156882.000000 Penalty: 5190.831543
	Iteration 4Q: 3 clusters Score -4156882 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -4157714.500000 Penalty: 5190.831543
	Iteration 5Q: 3 clusters Score -4157714 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -4158935.250000 Penalty: 5190.831543
	Iteration 6F: 3 clusters Score -4158935 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -4160667.250000 Penalty: 5190.831543
	Iteration 7F: 3 clusters Score -4160667 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -4162841.750000 Penalty: 5190.831543
	Iteration 8F: 3 clusters Score -4162842 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -4165036.250000 Penalty: 5190.831543
	Iteration 9F: 3 clusters Score -4165036 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -4166482.000000 Penalty: 5190.831543
	Iteration 10Q: 3 clusters Score -4166482 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4167237.250000 Penalty: 5190.831543
	Iteration 11Q: 3 clusters Score -4167237 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -4167582.000000 Penalty: 5190.831543
	Iteration 12Q: 3 clusters Score -4167582 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -4167773.500000 Penalty: 5190.831543
	Iteration 13Q: 3 clusters Score -4167774 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4167859.000000 Penalty: 5190.831543
	Iteration 14Q: 3 clusters Score -4167859 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -4167916.000000 Penalty: 5190.831543
	Iteration 15Q: 3 clusters Score -4167916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4167958.750000 Penalty: 5190.831543
	Iteration 16Q: 3 clusters Score -4167959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -4167989.500000 Penalty: 5190.831543
	Iteration 17Q: 3 clusters Score -4167990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -4167996.250000 Penalty: 5190.831543
	Iteration 18Q: 3 clusters Score -4167996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -4168013.500000 Penalty: 5190.831543
	Iteration 19Q: 3 clusters Score -4168014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -4168017.750000 Penalty: 5190.831543
	Iteration 20F: 3 clusters Score -4168018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4168029.750000 Penalty: 5190.831543
	Iteration 21Q: 3 clusters Score -4168030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4168029.250000 Penalty: 5190.831543
	Iteration 22Q: 3 clusters Score -4168029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -4168029.750000 Penalty: 5190.831543
	Iteration 23Q: 3 clusters Score -4168030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4168040.000000 Penalty: 5190.831543
	Iteration 24Q: 3 clusters Score -4168040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4168042.500000 Penalty: 5190.831543
	Iteration 25Q: 3 clusters Score -4168042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -4168050.750000 Penalty: 5190.831543
	Iteration 26Q: 3 clusters Score -4168051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -4168053.500000 Penalty: 5190.831543
	Iteration 27Q: 3 clusters Score -4168054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -4168052.750000 Penalty: 5190.831543
	Iteration 28Q: 3 clusters Score -4168053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -4168055.750000 Penalty: 5190.831543
	Iteration 29Q: 3 clusters Score -4168056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4168056.750000 Penalty: 5190.831543
	Iteration 30Q: 3 clusters Score -4168057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -4168058.000000 Penalty: 5190.831543
	Iteration 31Q: 3 clusters Score -4168058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -4168058.000000 Penalty: 5190.831543
	Iteration 32Q: 3 clusters Score -4168058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -4168058.000000 Penalty: 5190.831543
	Iteration 33F: 3 clusters Score -4168058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (179555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179555 members 
Entering Unmasked Estep 
Score: -21417174.000000 Penalty: 3000.362793
	Iteration 0F: 2 clusters Score -2.141717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -21305046.000000 Penalty: 6000.725586
	Iteration 0F: 3 clusters Score -2.130505e+07 nChanged 86346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85108 members 
Mstep: Class 2 contains 94447 members 
Entering Unmasked Estep 
Score: -21357414.000000 Penalty: 6000.725586
	Iteration 1F: 3 clusters Score -2.135741e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 97911 members 
Entering Unmasked Estep 
Score: -21360306.000000 Penalty: 6000.725586
	Iteration 2Q: 3 clusters Score -2.136031e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76170 members 
Mstep: Class 2 contains 103385 members 
Entering Unmasked Estep 
Score: -21364606.000000 Penalty: 6000.725586
	Iteration 3F: 3 clusters Score -2.136461e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 111142 members 
Entering Unmasked Estep 
Score: -21371446.000000 Penalty: 6000.725586
	Iteration 4F: 3 clusters Score -2.137145e+07 nChanged 13328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 120782 members 
Entering Unmasked Estep 
Score: -21380138.000000 Penalty: 6000.725586
	Iteration 5F: 3 clusters Score -2.138014e+07 nChanged 13385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 131521 members 
Entering Unmasked Estep 
Score: -21389522.000000 Penalty: 6000.725586
	Iteration 6F: 3 clusters Score -2.138952e+07 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 142055 members 
Entering Unmasked Estep 
Score: -21398490.000000 Penalty: 6000.725586
	Iteration 7F: 3 clusters Score -2.139849e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 151322 members 
Entering Unmasked Estep 
Score: -21405292.000000 Penalty: 6000.725586
	Iteration 8F: 3 clusters Score -2.140529e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 159340 members 
Entering Unmasked Estep 
Score: -21409910.000000 Penalty: 6000.725586
	Iteration 9Q: 3 clusters Score -2.140991e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 165407 members 
Entering Unmasked Estep 
Score: -21412864.000000 Penalty: 6000.725586
	Iteration 10Q: 3 clusters Score -2.141286e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 169486 members 
Entering Unmasked Estep 
Score: -21414450.000000 Penalty: 6000.725586
	Iteration 11Q: 3 clusters Score -2.141445e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 171949 members 
Entering Unmasked Estep 
Score: -21415498.000000 Penalty: 6000.725586
	Iteration 12Q: 3 clusters Score -2.14155e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 173342 members 
Entering Unmasked Estep 
Score: -21415954.000000 Penalty: 6000.725586
	Iteration 13Q: 3 clusters Score -2.141595e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 174144 members 
Entering Unmasked Estep 
Score: -21416202.000000 Penalty: 6000.725586
	Iteration 14Q: 3 clusters Score -2.14162e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 174642 members 
Entering Unmasked Estep 
Score: -21416332.000000 Penalty: 6000.725586
	Iteration 15Q: 3 clusters Score -2.141633e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 174992 members 
Entering Unmasked Estep 
Score: -21416404.000000 Penalty: 6000.725586
	Iteration 16Q: 3 clusters Score -2.14164e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 175287 members 
Entering Unmasked Estep 
Score: -21416430.000000 Penalty: 6000.725586
	Iteration 17Q: 3 clusters Score -2.141643e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 175531 members 
Entering Unmasked Estep 
Score: -21416416.000000 Penalty: 6000.725586
	Iteration 18Q: 3 clusters Score -2.141642e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 175710 members 
Entering Unmasked Estep 
Score: -21416420.000000 Penalty: 6000.725586
	Iteration 19Q: 3 clusters Score -2.141642e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 175847 members 
Entering Unmasked Estep 
Score: -21416402.000000 Penalty: 6000.725586
	Iteration 20F: 3 clusters Score -2.14164e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 175963 members 
Entering Unmasked Estep 
Score: -21416410.000000 Penalty: 6000.725586
	Iteration 21Q: 3 clusters Score -2.141641e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 176055 members 
Entering Unmasked Estep 
Score: -21416400.000000 Penalty: 6000.725586
	Iteration 22Q: 3 clusters Score -2.14164e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 176135 members 
Entering Unmasked Estep 
Score: -21416376.000000 Penalty: 6000.725586
	Iteration 23Q: 3 clusters Score -2.141638e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 176196 members 
Entering Unmasked Estep 
Score: -21416372.000000 Penalty: 6000.725586
	Iteration 24Q: 3 clusters Score -2.141637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 176244 members 
Entering Unmasked Estep 
Score: -21416358.000000 Penalty: 6000.725586
	Iteration 25Q: 3 clusters Score -2.141636e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 176285 members 
Entering Unmasked Estep 
Score: -21416360.000000 Penalty: 6000.725586
	Iteration 26Q: 3 clusters Score -2.141636e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 176322 members 
Entering Unmasked Estep 
Score: -21416364.000000 Penalty: 6000.725586
	Iteration 27Q: 3 clusters Score -2.141636e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 176358 members 
Entering Unmasked Estep 
Score: -21416358.000000 Penalty: 6000.725586
	Iteration 28Q: 3 clusters Score -2.141636e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 176388 members 
Entering Unmasked Estep 
Score: -21416322.000000 Penalty: 6000.725586
	Iteration 29Q: 3 clusters Score -2.141632e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 176416 members 
Entering Unmasked Estep 
Score: -21416322.000000 Penalty: 6000.725586
	Iteration 30Q: 3 clusters Score -2.141632e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 176446 members 
Entering Unmasked Estep 
Score: -21416308.000000 Penalty: 6000.725586
	Iteration 31Q: 3 clusters Score -2.141631e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 176481 members 
Entering Unmasked Estep 
Score: -21416294.000000 Penalty: 6000.725586
	Iteration 32Q: 3 clusters Score -2.141629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 176501 members 
Entering Unmasked Estep 
Score: -21416294.000000 Penalty: 6000.725586
	Iteration 33Q: 3 clusters Score -2.141629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 176514 members 
Entering Unmasked Estep 
Score: -21416286.000000 Penalty: 6000.725586
	Iteration 34Q: 3 clusters Score -2.141629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 176521 members 
Entering Unmasked Estep 
Score: -21416270.000000 Penalty: 6000.725586
	Iteration 35Q: 3 clusters Score -2.141627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 176530 members 
Entering Unmasked Estep 
Score: -21416250.000000 Penalty: 6000.725586
	Iteration 36Q: 3 clusters Score -2.141625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 176535 members 
Entering Unmasked Estep 
Score: -21416250.000000 Penalty: 6000.725586
	Iteration 37Q: 3 clusters Score -2.141625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 176538 members 
Entering Unmasked Estep 
Score: -21416252.000000 Penalty: 6000.725586
	Iteration 38Q: 3 clusters Score -2.141625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 176541 members 
Entering Unmasked Estep 
Score: -21416242.000000 Penalty: 6000.725586
	Iteration 39Q: 3 clusters Score -2.141624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 176544 members 
Entering Unmasked Estep 
Score: -21416234.000000 Penalty: 6000.725586
	Iteration 40F: 3 clusters Score -2.141623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 176547 members 
Entering Unmasked Estep 
Score: -21416236.000000 Penalty: 6000.725586
	Iteration 41Q: 3 clusters Score -2.141624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 176549 members 
Entering Unmasked Estep 
Score: -21416260.000000 Penalty: 6000.725586
	Iteration 42Q: 3 clusters Score -2.141626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 176549 members 
Entering Unmasked Estep 
Score: -21416260.000000 Penalty: 6000.725586
	Iteration 43F: 3 clusters Score -2.141626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Entering Unmasked Estep 
Score: -7225661.000000 Penalty: 2732.119629
	Iteration 0F: 2 clusters Score -7225661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -7184618.500000 Penalty: 5464.239258
	Iteration 0F: 3 clusters Score -7184618 nChanged 28504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -7201764.500000 Penalty: 5464.239258
	Iteration 1F: 3 clusters Score -7201764 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -7203376.500000 Penalty: 5464.239258
	Iteration 2F: 3 clusters Score -7203376 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -7205439.000000 Penalty: 5464.239258
	Iteration 3F: 3 clusters Score -7205439 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -7208026.000000 Penalty: 5464.239258
	Iteration 4F: 3 clusters Score -7208026 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -7210891.000000 Penalty: 5464.239258
	Iteration 5F: 3 clusters Score -7210891 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -7213956.500000 Penalty: 5464.239258
	Iteration 6F: 3 clusters Score -7213956 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -7216956.500000 Penalty: 5464.239258
	Iteration 7F: 3 clusters Score -7216956 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -7219583.500000 Penalty: 5464.239258
	Iteration 8Q: 3 clusters Score -7219584 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -7221843.500000 Penalty: 5464.239258
	Iteration 9Q: 3 clusters Score -7221844 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -7223660.000000 Penalty: 5464.239258
	Iteration 10Q: 3 clusters Score -7223660 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -7224547.000000 Penalty: 5464.239258
	Iteration 11Q: 3 clusters Score -7224547 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -7224858.000000 Penalty: 5464.239258
	Iteration 12Q: 3 clusters Score -7224858 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -7224964.000000 Penalty: 5464.239258
	Iteration 13Q: 3 clusters Score -7224964 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -7224991.500000 Penalty: 5464.239258
	Iteration 14Q: 3 clusters Score -7224992 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -7225018.500000 Penalty: 5464.239258
	Iteration 15Q: 3 clusters Score -7225018 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -7225015.000000 Penalty: 5464.239258
	Iteration 16Q: 3 clusters Score -7225015 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -7225037.500000 Penalty: 5464.239258
	Iteration 17Q: 3 clusters Score -7225038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -7225045.000000 Penalty: 5464.239258
	Iteration 18Q: 3 clusters Score -7225045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -7225050.000000 Penalty: 5464.239258
	Iteration 19Q: 3 clusters Score -7225050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -7225041.000000 Penalty: 5464.239258
	Iteration 20F: 3 clusters Score -7225041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -7225040.500000 Penalty: 5464.239258
	Iteration 21Q: 3 clusters Score -7225040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -7225039.500000 Penalty: 5464.239258
	Iteration 22Q: 3 clusters Score -7225040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -7225046.000000 Penalty: 5464.239258
	Iteration 23Q: 3 clusters Score -7225046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -7225052.500000 Penalty: 5464.239258
	Iteration 24Q: 3 clusters Score -7225052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -7225054.000000 Penalty: 5464.239258
	Iteration 25Q: 3 clusters Score -7225054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -7225050.500000 Penalty: 5464.239258
	Iteration 26Q: 3 clusters Score -7225050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -7225051.000000 Penalty: 5464.239258
	Iteration 27Q: 3 clusters Score -7225051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -7225043.500000 Penalty: 5464.239258
	Iteration 28Q: 3 clusters Score -7225044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -7225043.500000 Penalty: 5464.239258
	Iteration 29Q: 3 clusters Score -7225044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -7225042.500000 Penalty: 5464.239258
	Iteration 30Q: 3 clusters Score -7225042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -7225042.500000 Penalty: 5464.239258
	Iteration 31F: 3 clusters Score -7225042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (201646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201646 members 
Entering Unmasked Estep 
Score: -23866168.000000 Penalty: 3029.138672
	Iteration 0F: 2 clusters Score -2.386617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101272 members 
Mstep: Class 2 contains 100374 members 
Entering Unmasked Estep 
Score: -23737970.000000 Penalty: 6058.277344
	Iteration 0F: 3 clusters Score -2.373797e+07 nChanged 96802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -23795192.000000 Penalty: 6058.277344
	Iteration 1F: 3 clusters Score -2.379519e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114171 members 
Mstep: Class 2 contains 87475 members 
Entering Unmasked Estep 
Score: -23797220.000000 Penalty: 6058.277344
	Iteration 2Q: 3 clusters Score -2.379722e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121702 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -23801112.000000 Penalty: 6058.277344
	Iteration 3Q: 3 clusters Score -2.380111e+07 nChanged 11746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132718 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -23807784.000000 Penalty: 6058.277344
	Iteration 4F: 3 clusters Score -2.380778e+07 nChanged 15291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147721 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -23819042.000000 Penalty: 6058.277344
	Iteration 5F: 3 clusters Score -2.381904e+07 nChanged 18066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165709 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -23833870.000000 Penalty: 6058.277344
	Iteration 6F: 3 clusters Score -2.383387e+07 nChanged 17098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182797 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -23848362.000000 Penalty: 6058.277344
	Iteration 7F: 3 clusters Score -2.384836e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194134 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -23857758.000000 Penalty: 6058.277344
	Iteration 8F: 3 clusters Score -2.385776e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199114 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -23861636.000000 Penalty: 6058.277344
	Iteration 9Q: 3 clusters Score -2.386164e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200736 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -23862750.000000 Penalty: 6058.277344
	Iteration 10Q: 3 clusters Score -2.386275e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201155 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -23863088.000000 Penalty: 6058.277344
	Iteration 11Q: 3 clusters Score -2.386309e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201293 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23863250.000000 Penalty: 6058.277344
	Iteration 12Q: 3 clusters Score -2.386325e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201330 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23863322.000000 Penalty: 6058.277344
	Iteration 13Q: 3 clusters Score -2.386332e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201347 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -23863386.000000 Penalty: 6058.277344
	Iteration 14Q: 3 clusters Score -2.386339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201356 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23863406.000000 Penalty: 6058.277344
	Iteration 15Q: 3 clusters Score -2.386341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201365 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23863446.000000 Penalty: 6058.277344
	Iteration 16Q: 3 clusters Score -2.386345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201366 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23863468.000000 Penalty: 6058.277344
	Iteration 17Q: 3 clusters Score -2.386347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201360 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23863484.000000 Penalty: 6058.277344
	Iteration 18Q: 3 clusters Score -2.386348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201359 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23863502.000000 Penalty: 6058.277344
	Iteration 19Q: 3 clusters Score -2.38635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201360 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23863508.000000 Penalty: 6058.277344
	Iteration 20F: 3 clusters Score -2.386351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201360 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23863514.000000 Penalty: 6058.277344
	Iteration 21Q: 3 clusters Score -2.386351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201361 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23863518.000000 Penalty: 6058.277344
	Iteration 22Q: 3 clusters Score -2.386352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201360 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23863512.000000 Penalty: 6058.277344
	Iteration 23Q: 3 clusters Score -2.386351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201359 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23863514.000000 Penalty: 6058.277344
	Iteration 24Q: 3 clusters Score -2.386351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201357 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23863520.000000 Penalty: 6058.277344
	Iteration 25Q: 3 clusters Score -2.386352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201356 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23863518.000000 Penalty: 6058.277344
	Iteration 26Q: 3 clusters Score -2.386352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201356 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23863518.000000 Penalty: 6058.277344
	Iteration 27F: 3 clusters Score -2.386352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Entering Unmasked Estep 
Score: -382353.156250 Penalty: 2019.808472
	Iteration 0F: 2 clusters Score -382353.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -378841.500000 Penalty: 4039.616943
	Iteration 0F: 3 clusters Score -378841.5 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -379633.375000 Penalty: 4039.616943
	Iteration 1F: 3 clusters Score -379633.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -379814.968750 Penalty: 4039.616943
	Iteration 2F: 3 clusters Score -379815 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -379906.625000 Penalty: 4039.616943
	Iteration 3Q: 3 clusters Score -379906.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -379974.843750 Penalty: 4039.616943
	Iteration 4Q: 3 clusters Score -379974.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -380032.843750 Penalty: 4039.616943
	Iteration 5Q: 3 clusters Score -380032.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -380078.406250 Penalty: 4039.616943
	Iteration 6Q: 3 clusters Score -380078.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -380122.250000 Penalty: 4039.616943
	Iteration 7Q: 3 clusters Score -380122.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -380166.437500 Penalty: 4039.616943
	Iteration 8Q: 3 clusters Score -380166.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -380205.187500 Penalty: 4039.616943
	Iteration 9Q: 3 clusters Score -380205.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -380238.312500 Penalty: 4039.616943
	Iteration 10Q: 3 clusters Score -380238.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -380271.812500 Penalty: 4039.616943
	Iteration 11Q: 3 clusters Score -380271.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -380301.687500 Penalty: 4039.616943
	Iteration 12Q: 3 clusters Score -380301.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -380338.093750 Penalty: 4039.616943
	Iteration 13Q: 3 clusters Score -380338.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -380375.625000 Penalty: 4039.616943
	Iteration 14Q: 3 clusters Score -380375.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -380412.531250 Penalty: 4039.616943
	Iteration 15Q: 3 clusters Score -380412.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -380456.562500 Penalty: 4039.616943
	Iteration 16Q: 3 clusters Score -380456.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -380491.218750 Penalty: 4039.616943
	Iteration 17Q: 3 clusters Score -380491.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -380521.156250 Penalty: 4039.616943
	Iteration 18Q: 3 clusters Score -380521.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -380562.687500 Penalty: 4039.616943
	Iteration 19Q: 3 clusters Score -380562.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -380609.156250 Penalty: 4039.616943
	Iteration 20F: 3 clusters Score -380609.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -380664.843750 Penalty: 4039.616943
	Iteration 21Q: 3 clusters Score -380664.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -380751.812500 Penalty: 4039.616943
	Iteration 22Q: 3 clusters Score -380751.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -380843.968750 Penalty: 4039.616943
	Iteration 23Q: 3 clusters Score -380844 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -380943.125000 Penalty: 4039.616943
	Iteration 24Q: 3 clusters Score -380943.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -381033.562500 Penalty: 4039.616943
	Iteration 25Q: 3 clusters Score -381033.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -381107.906250 Penalty: 4039.616943
	Iteration 26Q: 3 clusters Score -381107.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -381197.250000 Penalty: 4039.616943
	Iteration 27Q: 3 clusters Score -381197.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -381273.781250 Penalty: 4039.616943
	Iteration 28Q: 3 clusters Score -381273.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -381330.406250 Penalty: 4039.616943
	Iteration 29Q: 3 clusters Score -381330.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -381386.843750 Penalty: 4039.616943
	Iteration 30Q: 3 clusters Score -381386.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -381410.406250 Penalty: 4039.616943
	Iteration 31Q: 3 clusters Score -381410.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -381419.031250 Penalty: 4039.616943
	Iteration 32Q: 3 clusters Score -381419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -381424.875000 Penalty: 4039.616943
	Iteration 33Q: 3 clusters Score -381424.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -381426.718750 Penalty: 4039.616943
	Iteration 34Q: 3 clusters Score -381426.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -381428.750000 Penalty: 4039.616943
	Iteration 35Q: 3 clusters Score -381428.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -381430.968750 Penalty: 4039.616943
	Iteration 36Q: 3 clusters Score -381431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -381433.062500 Penalty: 4039.616943
	Iteration 37Q: 3 clusters Score -381433.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -381434.906250 Penalty: 4039.616943
	Iteration 38Q: 3 clusters Score -381434.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -381437.312500 Penalty: 4039.616943
	Iteration 39Q: 3 clusters Score -381437.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -381437.312500 Penalty: 4039.616943
	Iteration 40F: 3 clusters Score -381437.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -549272.500000 Penalty: 2112.709961
	Iteration 0F: 2 clusters Score -549272.5 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 2463 members 
Entering Unmasked Estep 
Score: -544747.562500 Penalty: 4225.419922
	Iteration 0F: 3 clusters Score -544747.6 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -546115.500000 Penalty: 4225.419922
	Iteration 1F: 3 clusters Score -546115.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -546543.437500 Penalty: 4225.419922
	Iteration 2F: 3 clusters Score -546543.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -546813.312500 Penalty: 4225.419922
	Iteration 3F: 3 clusters Score -546813.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -546988.687500 Penalty: 4225.419922
	Iteration 4F: 3 clusters Score -546988.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -547128.250000 Penalty: 4225.419922
	Iteration 5Q: 3 clusters Score -547128.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -547245.437500 Penalty: 4225.419922
	Iteration 6Q: 3 clusters Score -547245.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -547341.625000 Penalty: 4225.419922
	Iteration 7Q: 3 clusters Score -547341.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -547421.000000 Penalty: 4225.419922
	Iteration 8Q: 3 clusters Score -547421 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -547476.875000 Penalty: 4225.419922
	Iteration 9Q: 3 clusters Score -547476.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -547506.000000 Penalty: 4225.419922
	Iteration 10Q: 3 clusters Score -547506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -547533.062500 Penalty: 4225.419922
	Iteration 11Q: 3 clusters Score -547533.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -547559.812500 Penalty: 4225.419922
	Iteration 12Q: 3 clusters Score -547559.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -547579.312500 Penalty: 4225.419922
	Iteration 13Q: 3 clusters Score -547579.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -547592.437500 Penalty: 4225.419922
	Iteration 14Q: 3 clusters Score -547592.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -547603.437500 Penalty: 4225.419922
	Iteration 15Q: 3 clusters Score -547603.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -547609.687500 Penalty: 4225.419922
	Iteration 16Q: 3 clusters Score -547609.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -547611.437500 Penalty: 4225.419922
	Iteration 17Q: 3 clusters Score -547611.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -547614.500000 Penalty: 4225.419922
	Iteration 18Q: 3 clusters Score -547614.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -547618.062500 Penalty: 4225.419922
	Iteration 19Q: 3 clusters Score -547618.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -547623.187500 Penalty: 4225.419922
	Iteration 20F: 3 clusters Score -547623.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -547624.812500 Penalty: 4225.419922
	Iteration 21Q: 3 clusters Score -547624.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -547628.250000 Penalty: 4225.419922
	Iteration 22Q: 3 clusters Score -547628.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -547633.125000 Penalty: 4225.419922
	Iteration 23Q: 3 clusters Score -547633.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -547639.750000 Penalty: 4225.419922
	Iteration 24Q: 3 clusters Score -547639.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -547646.437500 Penalty: 4225.419922
	Iteration 25Q: 3 clusters Score -547646.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -547654.500000 Penalty: 4225.419922
	Iteration 26Q: 3 clusters Score -547654.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -547657.687500 Penalty: 4225.419922
	Iteration 27Q: 3 clusters Score -547657.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -547661.062500 Penalty: 4225.419922
	Iteration 28Q: 3 clusters Score -547661.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -547664.562500 Penalty: 4225.419922
	Iteration 29Q: 3 clusters Score -547664.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -547666.562500 Penalty: 4225.419922
	Iteration 30Q: 3 clusters Score -547666.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -547668.125000 Penalty: 4225.419922
	Iteration 31Q: 3 clusters Score -547668.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -547670.750000 Penalty: 4225.419922
	Iteration 32Q: 3 clusters Score -547670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -547670.875000 Penalty: 4225.419922
	Iteration 33Q: 3 clusters Score -547670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -547673.625000 Penalty: 4225.419922
	Iteration 34Q: 3 clusters Score -547673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -547673.500000 Penalty: 4225.419922
	Iteration 35Q: 3 clusters Score -547673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -547673.937500 Penalty: 4225.419922
	Iteration 36Q: 3 clusters Score -547673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -547674.312500 Penalty: 4225.419922
	Iteration 37Q: 3 clusters Score -547674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -547674.250000 Penalty: 4225.419922
	Iteration 38Q: 3 clusters Score -547674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -547676.125000 Penalty: 4225.419922
	Iteration 39Q: 3 clusters Score -547676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -547675.812500 Penalty: 4225.419922
	Iteration 40F: 3 clusters Score -547675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -547679.625000 Penalty: 4225.419922
	Iteration 41Q: 3 clusters Score -547679.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -547682.125000 Penalty: 4225.419922
	Iteration 42Q: 3 clusters Score -547682.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -547685.937500 Penalty: 4225.419922
	Iteration 43Q: 3 clusters Score -547685.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -547687.250000 Penalty: 4225.419922
	Iteration 44Q: 3 clusters Score -547687.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -547690.562500 Penalty: 4225.419922
	Iteration 45Q: 3 clusters Score -547690.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -547693.562500 Penalty: 4225.419922
	Iteration 46Q: 3 clusters Score -547693.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -547696.875000 Penalty: 4225.419922
	Iteration 47Q: 3 clusters Score -547696.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -547698.312500 Penalty: 4225.419922
	Iteration 48Q: 3 clusters Score -547698.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -547701.812500 Penalty: 4225.419922
	Iteration 49Q: 3 clusters Score -547701.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -547706.000000 Penalty: 4225.419922
	Iteration 50Q: 3 clusters Score -547706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -547708.500000 Penalty: 4225.419922
	Iteration 51Q: 3 clusters Score -547708.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -547712.937500 Penalty: 4225.419922
	Iteration 52Q: 3 clusters Score -547712.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -547715.875000 Penalty: 4225.419922
	Iteration 53Q: 3 clusters Score -547715.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -547719.812500 Penalty: 4225.419922
	Iteration 54Q: 3 clusters Score -547719.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -547724.125000 Penalty: 4225.419922
	Iteration 55Q: 3 clusters Score -547724.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -547725.750000 Penalty: 4225.419922
	Iteration 56Q: 3 clusters Score -547725.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -547731.937500 Penalty: 4225.419922
	Iteration 57Q: 3 clusters Score -547731.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -547737.250000 Penalty: 4225.419922
	Iteration 58Q: 3 clusters Score -547737.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -547741.375000 Penalty: 4225.419922
	Iteration 59Q: 3 clusters Score -547741.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -547744.500000 Penalty: 4225.419922
	Iteration 60F: 3 clusters Score -547744.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -547747.312500 Penalty: 4225.419922
	Iteration 61Q: 3 clusters Score -547747.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -547748.687500 Penalty: 4225.419922
	Iteration 62Q: 3 clusters Score -547748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -547748.562500 Penalty: 4225.419922
	Iteration 63Q: 3 clusters Score -547748.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -547748.937500 Penalty: 4225.419922
	Iteration 64Q: 3 clusters Score -547748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -547748.937500 Penalty: 4225.419922
	Iteration 65Q: 3 clusters Score -547748.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -547748.937500 Penalty: 4225.419922
	Iteration 66F: 3 clusters Score -547748.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (151769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151769 members 
Entering Unmasked Estep 
Score: -18201390.000000 Penalty: 2958.668457
	Iteration 0F: 2 clusters Score -1.820139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -18100498.000000 Penalty: 5917.336914
	Iteration 0F: 3 clusters Score -1.81005e+07 nChanged 72586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73576 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -18142610.000000 Penalty: 5917.336914
	Iteration 1F: 3 clusters Score -1.814261e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 79747 members 
Entering Unmasked Estep 
Score: -18143770.000000 Penalty: 5917.336914
	Iteration 2Q: 3 clusters Score -1.814377e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 81928 members 
Entering Unmasked Estep 
Score: -18145272.000000 Penalty: 5917.336914
	Iteration 3Q: 3 clusters Score -1.814527e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 85053 members 
Entering Unmasked Estep 
Score: -18147284.000000 Penalty: 5917.336914
	Iteration 4Q: 3 clusters Score -1.814728e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 89362 members 
Entering Unmasked Estep 
Score: -18149888.000000 Penalty: 5917.336914
	Iteration 5Q: 3 clusters Score -1.814989e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 95175 members 
Entering Unmasked Estep 
Score: -18153626.000000 Penalty: 5917.336914
	Iteration 6Q: 3 clusters Score -1.815363e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 102741 members 
Entering Unmasked Estep 
Score: -18159108.000000 Penalty: 5917.336914
	Iteration 7F: 3 clusters Score -1.815911e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 111781 members 
Entering Unmasked Estep 
Score: -18166348.000000 Penalty: 5917.336914
	Iteration 8F: 3 clusters Score -1.816635e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 121176 members 
Entering Unmasked Estep 
Score: -18174602.000000 Penalty: 5917.336914
	Iteration 9F: 3 clusters Score -1.81746e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 129634 members 
Entering Unmasked Estep 
Score: -18182280.000000 Penalty: 5917.336914
	Iteration 10F: 3 clusters Score -1.818228e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 136208 members 
Entering Unmasked Estep 
Score: -18188060.000000 Penalty: 5917.336914
	Iteration 11Q: 3 clusters Score -1.818806e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 140950 members 
Entering Unmasked Estep 
Score: -18192008.000000 Penalty: 5917.336914
	Iteration 12Q: 3 clusters Score -1.819201e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 144287 members 
Entering Unmasked Estep 
Score: -18194506.000000 Penalty: 5917.336914
	Iteration 13Q: 3 clusters Score -1.819451e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 146524 members 
Entering Unmasked Estep 
Score: -18196016.000000 Penalty: 5917.336914
	Iteration 14Q: 3 clusters Score -1.819602e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 148045 members 
Entering Unmasked Estep 
Score: -18197006.000000 Penalty: 5917.336914
	Iteration 15Q: 3 clusters Score -1.819701e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 149151 members 
Entering Unmasked Estep 
Score: -18197584.000000 Penalty: 5917.336914
	Iteration 16Q: 3 clusters Score -1.819758e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 149876 members 
Entering Unmasked Estep 
Score: -18197978.000000 Penalty: 5917.336914
	Iteration 17Q: 3 clusters Score -1.819798e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 150342 members 
Entering Unmasked Estep 
Score: -18198202.000000 Penalty: 5917.336914
	Iteration 18Q: 3 clusters Score -1.81982e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 150618 members 
Entering Unmasked Estep 
Score: -18198388.000000 Penalty: 5917.336914
	Iteration 19Q: 3 clusters Score -1.819839e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 150784 members 
Entering Unmasked Estep 
Score: -18198508.000000 Penalty: 5917.336914
	Iteration 20F: 3 clusters Score -1.819851e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 150896 members 
Entering Unmasked Estep 
Score: -18198564.000000 Penalty: 5917.336914
	Iteration 21Q: 3 clusters Score -1.819856e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 150967 members 
Entering Unmasked Estep 
Score: -18198614.000000 Penalty: 5917.336914
	Iteration 22Q: 3 clusters Score -1.819861e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 151021 members 
Entering Unmasked Estep 
Score: -18198652.000000 Penalty: 5917.336914
	Iteration 23Q: 3 clusters Score -1.819865e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 151059 members 
Entering Unmasked Estep 
Score: -18198692.000000 Penalty: 5917.336914
	Iteration 24Q: 3 clusters Score -1.819869e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 151096 members 
Entering Unmasked Estep 
Score: -18198710.000000 Penalty: 5917.336914
	Iteration 25Q: 3 clusters Score -1.819871e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 151116 members 
Entering Unmasked Estep 
Score: -18198728.000000 Penalty: 5917.336914
	Iteration 26Q: 3 clusters Score -1.819873e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 151127 members 
Entering Unmasked Estep 
Score: -18198748.000000 Penalty: 5917.336914
	Iteration 27Q: 3 clusters Score -1.819875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 151143 members 
Entering Unmasked Estep 
Score: -18198750.000000 Penalty: 5917.336914
	Iteration 28Q: 3 clusters Score -1.819875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 151152 members 
Entering Unmasked Estep 
Score: -18198760.000000 Penalty: 5917.336914
	Iteration 29Q: 3 clusters Score -1.819876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 151162 members 
Entering Unmasked Estep 
Score: -18198754.000000 Penalty: 5917.336914
	Iteration 30Q: 3 clusters Score -1.819875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 151169 members 
Entering Unmasked Estep 
Score: -18198782.000000 Penalty: 5917.336914
	Iteration 31Q: 3 clusters Score -1.819878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 151172 members 
Entering Unmasked Estep 
Score: -18198782.000000 Penalty: 5917.336914
	Iteration 32Q: 3 clusters Score -1.819878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 151176 members 
Entering Unmasked Estep 
Score: -18198766.000000 Penalty: 5917.336914
	Iteration 33Q: 3 clusters Score -1.819877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 151177 members 
Entering Unmasked Estep 
Score: -18198772.000000 Penalty: 5917.336914
	Iteration 34Q: 3 clusters Score -1.819877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 151178 members 
Entering Unmasked Estep 
Score: -18198768.000000 Penalty: 5917.336914
	Iteration 35Q: 3 clusters Score -1.819877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 151179 members 
Entering Unmasked Estep 
Score: -18198774.000000 Penalty: 5917.336914
	Iteration 36Q: 3 clusters Score -1.819877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 151180 members 
Entering Unmasked Estep 
Score: -18198780.000000 Penalty: 5917.336914
	Iteration 37Q: 3 clusters Score -1.819878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 151180 members 
Entering Unmasked Estep 
Score: -18198790.000000 Penalty: 5917.336914
	Iteration 38Q: 3 clusters Score -1.819879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 151183 members 
Entering Unmasked Estep 
Score: -18198786.000000 Penalty: 5917.336914
	Iteration 39Q: 3 clusters Score -1.819879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 151188 members 
Entering Unmasked Estep 
Score: -18198782.000000 Penalty: 5917.336914
	Iteration 40F: 3 clusters Score -1.819878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 151193 members 
Entering Unmasked Estep 
Score: -18198786.000000 Penalty: 5917.336914
	Iteration 41Q: 3 clusters Score -1.819879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 151197 members 
Entering Unmasked Estep 
Score: -18198804.000000 Penalty: 5917.336914
	Iteration 42Q: 3 clusters Score -1.81988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 151200 members 
Entering Unmasked Estep 
Score: -18198792.000000 Penalty: 5917.336914
	Iteration 43Q: 3 clusters Score -1.819879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 151201 members 
Entering Unmasked Estep 
Score: -18198794.000000 Penalty: 5917.336914
	Iteration 44Q: 3 clusters Score -1.819879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 151201 members 
Entering Unmasked Estep 
Score: -18198794.000000 Penalty: 5917.336914
	Iteration 45F: 3 clusters Score -1.819879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Entering Unmasked Estep 
Score: -984163.812500 Penalty: 2262.621582
	Iteration 0F: 2 clusters Score -984163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -977021.062500 Penalty: 4525.243164
	Iteration 0F: 3 clusters Score -977021.1 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -979526.750000 Penalty: 4525.243164
	Iteration 1F: 3 clusters Score -979526.8 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -980360.062500 Penalty: 4525.243164
	Iteration 2F: 3 clusters Score -980360.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -981142.312500 Penalty: 4525.243164
	Iteration 3F: 3 clusters Score -981142.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -981688.437500 Penalty: 4525.243164
	Iteration 4F: 3 clusters Score -981688.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -982041.500000 Penalty: 4525.243164
	Iteration 5F: 3 clusters Score -982041.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -982277.937500 Penalty: 4525.243164
	Iteration 6Q: 3 clusters Score -982277.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -982408.312500 Penalty: 4525.243164
	Iteration 7Q: 3 clusters Score -982408.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -982498.375000 Penalty: 4525.243164
	Iteration 8Q: 3 clusters Score -982498.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -982553.812500 Penalty: 4525.243164
	Iteration 9Q: 3 clusters Score -982553.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -982608.750000 Penalty: 4525.243164
	Iteration 10Q: 3 clusters Score -982608.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -982660.312500 Penalty: 4525.243164
	Iteration 11Q: 3 clusters Score -982660.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -982706.375000 Penalty: 4525.243164
	Iteration 12Q: 3 clusters Score -982706.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -982741.000000 Penalty: 4525.243164
	Iteration 13Q: 3 clusters Score -982741 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -982775.000000 Penalty: 4525.243164
	Iteration 14Q: 3 clusters Score -982775 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -982808.500000 Penalty: 4525.243164
	Iteration 15Q: 3 clusters Score -982808.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -982835.500000 Penalty: 4525.243164
	Iteration 16Q: 3 clusters Score -982835.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -982864.812500 Penalty: 4525.243164
	Iteration 17Q: 3 clusters Score -982864.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -982880.437500 Penalty: 4525.243164
	Iteration 18Q: 3 clusters Score -982880.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -982894.187500 Penalty: 4525.243164
	Iteration 19Q: 3 clusters Score -982894.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -982906.250000 Penalty: 4525.243164
	Iteration 20F: 3 clusters Score -982906.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -982909.625000 Penalty: 4525.243164
	Iteration 21Q: 3 clusters Score -982909.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -982915.750000 Penalty: 4525.243164
	Iteration 22Q: 3 clusters Score -982915.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -982923.437500 Penalty: 4525.243164
	Iteration 23Q: 3 clusters Score -982923.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -982929.000000 Penalty: 4525.243164
	Iteration 24Q: 3 clusters Score -982929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -982932.187500 Penalty: 4525.243164
	Iteration 25Q: 3 clusters Score -982932.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -982939.937500 Penalty: 4525.243164
	Iteration 26Q: 3 clusters Score -982939.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -982944.062500 Penalty: 4525.243164
	Iteration 27Q: 3 clusters Score -982944.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -982951.812500 Penalty: 4525.243164
	Iteration 28Q: 3 clusters Score -982951.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -982962.812500 Penalty: 4525.243164
	Iteration 29Q: 3 clusters Score -982962.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -982977.125000 Penalty: 4525.243164
	Iteration 30Q: 3 clusters Score -982977.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -982993.500000 Penalty: 4525.243164
	Iteration 31Q: 3 clusters Score -982993.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -983007.625000 Penalty: 4525.243164
	Iteration 32Q: 3 clusters Score -983007.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -983025.250000 Penalty: 4525.243164
	Iteration 33Q: 3 clusters Score -983025.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -983037.375000 Penalty: 4525.243164
	Iteration 34Q: 3 clusters Score -983037.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -983050.812500 Penalty: 4525.243164
	Iteration 35Q: 3 clusters Score -983050.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -983059.125000 Penalty: 4525.243164
	Iteration 36Q: 3 clusters Score -983059.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -983067.000000 Penalty: 4525.243164
	Iteration 37Q: 3 clusters Score -983067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -983074.187500 Penalty: 4525.243164
	Iteration 38Q: 3 clusters Score -983074.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -983087.250000 Penalty: 4525.243164
	Iteration 39Q: 3 clusters Score -983087.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -983103.812500 Penalty: 4525.243164
	Iteration 40F: 3 clusters Score -983103.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -983119.500000 Penalty: 4525.243164
	Iteration 41Q: 3 clusters Score -983119.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -983128.625000 Penalty: 4525.243164
	Iteration 42Q: 3 clusters Score -983128.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -983143.000000 Penalty: 4525.243164
	Iteration 43Q: 3 clusters Score -983143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -983153.562500 Penalty: 4525.243164
	Iteration 44Q: 3 clusters Score -983153.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -983159.875000 Penalty: 4525.243164
	Iteration 45Q: 3 clusters Score -983159.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -983170.625000 Penalty: 4525.243164
	Iteration 46Q: 3 clusters Score -983170.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -983176.562500 Penalty: 4525.243164
	Iteration 47Q: 3 clusters Score -983176.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -983187.750000 Penalty: 4525.243164
	Iteration 48Q: 3 clusters Score -983187.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -983200.312500 Penalty: 4525.243164
	Iteration 49Q: 3 clusters Score -983200.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -983213.812500 Penalty: 4525.243164
	Iteration 50Q: 3 clusters Score -983213.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -983230.312500 Penalty: 4525.243164
	Iteration 51Q: 3 clusters Score -983230.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -983243.500000 Penalty: 4525.243164
	Iteration 52Q: 3 clusters Score -983243.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -983249.187500 Penalty: 4525.243164
	Iteration 53Q: 3 clusters Score -983249.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -983255.750000 Penalty: 4525.243164
	Iteration 54Q: 3 clusters Score -983255.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -983264.562500 Penalty: 4525.243164
	Iteration 55Q: 3 clusters Score -983264.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -983267.062500 Penalty: 4525.243164
	Iteration 56Q: 3 clusters Score -983267.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -983275.437500 Penalty: 4525.243164
	Iteration 57Q: 3 clusters Score -983275.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -983281.000000 Penalty: 4525.243164
	Iteration 58Q: 3 clusters Score -983281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -983290.812500 Penalty: 4525.243164
	Iteration 59Q: 3 clusters Score -983290.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -983301.750000 Penalty: 4525.243164
	Iteration 60F: 3 clusters Score -983301.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -983315.000000 Penalty: 4525.243164
	Iteration 61Q: 3 clusters Score -983315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -983320.500000 Penalty: 4525.243164
	Iteration 62Q: 3 clusters Score -983320.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -983332.750000 Penalty: 4525.243164
	Iteration 63Q: 3 clusters Score -983332.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -983341.562500 Penalty: 4525.243164
	Iteration 64Q: 3 clusters Score -983341.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -983353.000000 Penalty: 4525.243164
	Iteration 65Q: 3 clusters Score -983353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -983357.687500 Penalty: 4525.243164
	Iteration 66Q: 3 clusters Score -983357.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -983364.250000 Penalty: 4525.243164
	Iteration 67Q: 3 clusters Score -983364.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -983373.062500 Penalty: 4525.243164
	Iteration 68Q: 3 clusters Score -983373.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -983374.812500 Penalty: 4525.243164
	Iteration 69Q: 3 clusters Score -983374.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -983377.562500 Penalty: 4525.243164
	Iteration 70Q: 3 clusters Score -983377.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -983380.625000 Penalty: 4525.243164
	Iteration 71Q: 3 clusters Score -983380.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -983385.562500 Penalty: 4525.243164
	Iteration 72Q: 3 clusters Score -983385.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -983387.937500 Penalty: 4525.243164
	Iteration 73Q: 3 clusters Score -983387.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -983392.875000 Penalty: 4525.243164
	Iteration 74Q: 3 clusters Score -983392.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -983397.500000 Penalty: 4525.243164
	Iteration 75Q: 3 clusters Score -983397.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -983399.500000 Penalty: 4525.243164
	Iteration 76Q: 3 clusters Score -983399.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -983399.937500 Penalty: 4525.243164
	Iteration 77Q: 3 clusters Score -983399.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -983404.125000 Penalty: 4525.243164
	Iteration 78Q: 3 clusters Score -983404.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -983405.250000 Penalty: 4525.243164
	Iteration 79Q: 3 clusters Score -983405.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -983408.875000 Penalty: 4525.243164
	Iteration 80F: 3 clusters Score -983408.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -983410.937500 Penalty: 4525.243164
	Iteration 81Q: 3 clusters Score -983410.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -983413.187500 Penalty: 4525.243164
	Iteration 82Q: 3 clusters Score -983413.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -983415.437500 Penalty: 4525.243164
	Iteration 83Q: 3 clusters Score -983415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -983416.125000 Penalty: 4525.243164
	Iteration 84Q: 3 clusters Score -983416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -983415.812500 Penalty: 4525.243164
	Iteration 85Q: 3 clusters Score -983415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -983418.687500 Penalty: 4525.243164
	Iteration 86Q: 3 clusters Score -983418.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -983418.062500 Penalty: 4525.243164
	Iteration 87Q: 3 clusters Score -983418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -983417.625000 Penalty: 4525.243164
	Iteration 88Q: 3 clusters Score -983417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -983418.750000 Penalty: 4525.243164
	Iteration 89Q: 3 clusters Score -983418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -983419.375000 Penalty: 4525.243164
	Iteration 90Q: 3 clusters Score -983419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -983419.437500 Penalty: 4525.243164
	Iteration 91Q: 3 clusters Score -983419.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -983419.562500 Penalty: 4525.243164
	Iteration 92Q: 3 clusters Score -983419.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -983422.062500 Penalty: 4525.243164
	Iteration 93Q: 3 clusters Score -983422.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -983424.937500 Penalty: 4525.243164
	Iteration 94Q: 3 clusters Score -983424.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -983424.000000 Penalty: 4525.243164
	Iteration 95Q: 3 clusters Score -983424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -983427.312500 Penalty: 4525.243164
	Iteration 96Q: 3 clusters Score -983427.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -983429.875000 Penalty: 4525.243164
	Iteration 97Q: 3 clusters Score -983429.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -983432.937500 Penalty: 4525.243164
	Iteration 98Q: 3 clusters Score -983432.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -983435.375000 Penalty: 4525.243164
	Iteration 99Q: 3 clusters Score -983435.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -983435.625000 Penalty: 4525.243164
	Iteration 100F: 3 clusters Score -983435.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -983435.312500 Penalty: 4525.243164
	Iteration 101Q: 3 clusters Score -983435.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -983437.062500 Penalty: 4525.243164
	Iteration 102Q: 3 clusters Score -983437.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -983439.937500 Penalty: 4525.243164
	Iteration 103Q: 3 clusters Score -983439.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -983443.125000 Penalty: 4525.243164
	Iteration 104Q: 3 clusters Score -983443.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -983442.937500 Penalty: 4525.243164
	Iteration 105Q: 3 clusters Score -983442.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -983442.562500 Penalty: 4525.243164
	Iteration 106Q: 3 clusters Score -983442.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -983445.812500 Penalty: 4525.243164
	Iteration 107Q: 3 clusters Score -983445.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -983445.875000 Penalty: 4525.243164
	Iteration 108Q: 3 clusters Score -983445.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -983445.437500 Penalty: 4525.243164
	Iteration 109Q: 3 clusters Score -983445.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -983448.875000 Penalty: 4525.243164
	Iteration 110Q: 3 clusters Score -983448.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -983448.062500 Penalty: 4525.243164
	Iteration 111Q: 3 clusters Score -983448.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -983448.562500 Penalty: 4525.243164
	Iteration 112Q: 3 clusters Score -983448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -983450.250000 Penalty: 4525.243164
	Iteration 113Q: 3 clusters Score -983450.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -983451.000000 Penalty: 4525.243164
	Iteration 114Q: 3 clusters Score -983451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -983453.375000 Penalty: 4525.243164
	Iteration 115Q: 3 clusters Score -983453.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -983454.937500 Penalty: 4525.243164
	Iteration 116Q: 3 clusters Score -983454.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -983455.750000 Penalty: 4525.243164
	Iteration 117Q: 3 clusters Score -983455.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -983455.750000 Penalty: 4525.243164
	Iteration 118F: 3 clusters Score -983455.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -498657.875000 Penalty: 2073.239746
	Iteration 0F: 2 clusters Score -498657.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -494609.781250 Penalty: 4146.479492
	Iteration 0F: 3 clusters Score -494609.8 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -495532.250000 Penalty: 4146.479492
	Iteration 1F: 3 clusters Score -495532.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -495706.375000 Penalty: 4146.479492
	Iteration 2F: 3 clusters Score -495706.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -495797.625000 Penalty: 4146.479492
	Iteration 3Q: 3 clusters Score -495797.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -495857.250000 Penalty: 4146.479492
	Iteration 4Q: 3 clusters Score -495857.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -495900.500000 Penalty: 4146.479492
	Iteration 5Q: 3 clusters Score -495900.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -495924.468750 Penalty: 4146.479492
	Iteration 6Q: 3 clusters Score -495924.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -495942.593750 Penalty: 4146.479492
	Iteration 7Q: 3 clusters Score -495942.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -495961.937500 Penalty: 4146.479492
	Iteration 8Q: 3 clusters Score -495961.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -495986.625000 Penalty: 4146.479492
	Iteration 9Q: 3 clusters Score -495986.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -496013.781250 Penalty: 4146.479492
	Iteration 10Q: 3 clusters Score -496013.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -496038.250000 Penalty: 4146.479492
	Iteration 11Q: 3 clusters Score -496038.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -496066.062500 Penalty: 4146.479492
	Iteration 12Q: 3 clusters Score -496066.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -496090.343750 Penalty: 4146.479492
	Iteration 13Q: 3 clusters Score -496090.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -496117.343750 Penalty: 4146.479492
	Iteration 14Q: 3 clusters Score -496117.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -496143.687500 Penalty: 4146.479492
	Iteration 15Q: 3 clusters Score -496143.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -496173.718750 Penalty: 4146.479492
	Iteration 16Q: 3 clusters Score -496173.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -496203.750000 Penalty: 4146.479492
	Iteration 17Q: 3 clusters Score -496203.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -496225.562500 Penalty: 4146.479492
	Iteration 18Q: 3 clusters Score -496225.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -496247.718750 Penalty: 4146.479492
	Iteration 19Q: 3 clusters Score -496247.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -496262.937500 Penalty: 4146.479492
	Iteration 20F: 3 clusters Score -496262.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -496280.187500 Penalty: 4146.479492
	Iteration 21Q: 3 clusters Score -496280.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -496293.343750 Penalty: 4146.479492
	Iteration 22Q: 3 clusters Score -496293.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -496306.218750 Penalty: 4146.479492
	Iteration 23Q: 3 clusters Score -496306.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -496313.250000 Penalty: 4146.479492
	Iteration 24Q: 3 clusters Score -496313.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -496322.562500 Penalty: 4146.479492
	Iteration 25Q: 3 clusters Score -496322.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -496331.218750 Penalty: 4146.479492
	Iteration 26Q: 3 clusters Score -496331.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -496336.812500 Penalty: 4146.479492
	Iteration 27Q: 3 clusters Score -496336.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -496340.562500 Penalty: 4146.479492
	Iteration 28Q: 3 clusters Score -496340.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -496344.500000 Penalty: 4146.479492
	Iteration 29Q: 3 clusters Score -496344.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -496351.625000 Penalty: 4146.479492
	Iteration 30Q: 3 clusters Score -496351.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -496359.937500 Penalty: 4146.479492
	Iteration 31Q: 3 clusters Score -496359.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -496367.781250 Penalty: 4146.479492
	Iteration 32Q: 3 clusters Score -496367.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -496374.812500 Penalty: 4146.479492
	Iteration 33Q: 3 clusters Score -496374.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -496384.125000 Penalty: 4146.479492
	Iteration 34Q: 3 clusters Score -496384.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -496397.968750 Penalty: 4146.479492
	Iteration 35Q: 3 clusters Score -496398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -496415.593750 Penalty: 4146.479492
	Iteration 36Q: 3 clusters Score -496415.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -496433.093750 Penalty: 4146.479492
	Iteration 37Q: 3 clusters Score -496433.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -496445.625000 Penalty: 4146.479492
	Iteration 38Q: 3 clusters Score -496445.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -496455.000000 Penalty: 4146.479492
	Iteration 39Q: 3 clusters Score -496455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -496466.125000 Penalty: 4146.479492
	Iteration 40F: 3 clusters Score -496466.1 nChanged 37
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: -496482.437500 Penalty: 4146.479492
	Iteration 41Q: 3 clusters Score -496482.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -496498.406250 Penalty: 4146.479492
	Iteration 42Q: 3 clusters Score -496498.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -496515.281250 Penalty: 4146.479492
	Iteration 43Q: 3 clusters Score -496515.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -496534.781250 Penalty: 4146.479492
	Iteration 44Q: 3 clusters Score -496534.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -496554.593750 Penalty: 4146.479492
	Iteration 45Q: 3 clusters Score -496554.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -496573.843750 Penalty: 4146.479492
	Iteration 46Q: 3 clusters Score -496573.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -496592.718750 Penalty: 4146.479492
	Iteration 47Q: 3 clusters Score -496592.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -496608.593750 Penalty: 4146.479492
	Iteration 48Q: 3 clusters Score -496608.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -496617.531250 Penalty: 4146.479492
	Iteration 49Q: 3 clusters Score -496617.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -496626.687500 Penalty: 4146.479492
	Iteration 50Q: 3 clusters Score -496626.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -496639.312500 Penalty: 4146.479492
	Iteration 51Q: 3 clusters Score -496639.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -496653.031250 Penalty: 4146.479492
	Iteration 52Q: 3 clusters Score -496653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -496670.093750 Penalty: 4146.479492
	Iteration 53Q: 3 clusters Score -496670.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -496690.125000 Penalty: 4146.479492
	Iteration 54Q: 3 clusters Score -496690.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -496709.281250 Penalty: 4146.479492
	Iteration 55Q: 3 clusters Score -496709.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -496729.343750 Penalty: 4146.479492
	Iteration 56Q: 3 clusters Score -496729.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -496748.812500 Penalty: 4146.479492
	Iteration 57Q: 3 clusters Score -496748.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -496776.687500 Penalty: 4146.479492
	Iteration 58Q: 3 clusters Score -496776.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -496803.562500 Penalty: 4146.479492
	Iteration 59Q: 3 clusters Score -496803.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -496829.187500 Penalty: 4146.479492
	Iteration 60F: 3 clusters Score -496829.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -496851.937500 Penalty: 4146.479492
	Iteration 61Q: 3 clusters Score -496851.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -496869.312500 Penalty: 4146.479492
	Iteration 62Q: 3 clusters Score -496869.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -496895.843750 Penalty: 4146.479492
	Iteration 63Q: 3 clusters Score -496895.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -496920.843750 Penalty: 4146.479492
	Iteration 64Q: 3 clusters Score -496920.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -496937.437500 Penalty: 4146.479492
	Iteration 65Q: 3 clusters Score -496937.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -496953.843750 Penalty: 4146.479492
	Iteration 66Q: 3 clusters Score -496953.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -496970.187500 Penalty: 4146.479492
	Iteration 67Q: 3 clusters Score -496970.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -496986.125000 Penalty: 4146.479492
	Iteration 68Q: 3 clusters Score -496986.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -496994.687500 Penalty: 4146.479492
	Iteration 69Q: 3 clusters Score -496994.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -497002.562500 Penalty: 4146.479492
	Iteration 70Q: 3 clusters Score -497002.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -497012.531250 Penalty: 4146.479492
	Iteration 71Q: 3 clusters Score -497012.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -497019.343750 Penalty: 4146.479492
	Iteration 72Q: 3 clusters Score -497019.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -497028.031250 Penalty: 4146.479492
	Iteration 73Q: 3 clusters Score -497028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -497042.718750 Penalty: 4146.479492
	Iteration 74Q: 3 clusters Score -497042.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -497050.343750 Penalty: 4146.479492
	Iteration 75Q: 3 clusters Score -497050.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -497060.437500 Penalty: 4146.479492
	Iteration 76Q: 3 clusters Score -497060.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -497073.062500 Penalty: 4146.479492
	Iteration 77Q: 3 clusters Score -497073.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -497082.781250 Penalty: 4146.479492
	Iteration 78Q: 3 clusters Score -497082.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -497091.000000 Penalty: 4146.479492
	Iteration 79Q: 3 clusters Score -497091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -497092.937500 Penalty: 4146.479492
	Iteration 80F: 3 clusters Score -497092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -497093.031250 Penalty: 4146.479492
	Iteration 81Q: 3 clusters Score -497093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -497093.125000 Penalty: 4146.479492
	Iteration 82Q: 3 clusters Score -497093.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -497093.125000 Penalty: 4146.479492
	Iteration 83F: 3 clusters Score -497093.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (160348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160348 members 
Entering Unmasked Estep 
Score: -19108044.000000 Penalty: 2972.305176
	Iteration 0F: 2 clusters Score -1.910804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 79838 members 
Entering Unmasked Estep 
Score: -19001250.000000 Penalty: 5944.610352
	Iteration 0F: 3 clusters Score -1.900125e+07 nChanged 76731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -19046550.000000 Penalty: 5944.610352
	Iteration 1F: 3 clusters Score -1.904655e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90842 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -19048326.000000 Penalty: 5944.610352
	Iteration 2Q: 3 clusters Score -1.904833e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -19051348.000000 Penalty: 5944.610352
	Iteration 3Q: 3 clusters Score -1.905135e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -19056974.000000 Penalty: 5944.610352
	Iteration 4F: 3 clusters Score -1.905697e+07 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118381 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -19066240.000000 Penalty: 5944.610352
	Iteration 5F: 3 clusters Score -1.906624e+07 nChanged 14804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -19079732.000000 Penalty: 5944.610352
	Iteration 6F: 3 clusters Score -1.907973e+07 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146561 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -19093020.000000 Penalty: 5944.610352
	Iteration 7F: 3 clusters Score -1.909302e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155079 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -19101260.000000 Penalty: 5944.610352
	Iteration 8F: 3 clusters Score -1.910126e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158569 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -19104066.000000 Penalty: 5944.610352
	Iteration 9Q: 3 clusters Score -1.910407e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159634 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -19105008.000000 Penalty: 5944.610352
	Iteration 10Q: 3 clusters Score -1.910501e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159912 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -19105252.000000 Penalty: 5944.610352
	Iteration 11Q: 3 clusters Score -1.910525e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160001 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19105348.000000 Penalty: 5944.610352
	Iteration 12Q: 3 clusters Score -1.910535e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19105402.000000 Penalty: 5944.610352
	Iteration 13Q: 3 clusters Score -1.91054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160048 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19105430.000000 Penalty: 5944.610352
	Iteration 14Q: 3 clusters Score -1.910543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160054 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19105454.000000 Penalty: 5944.610352
	Iteration 15Q: 3 clusters Score -1.910545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160058 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19105462.000000 Penalty: 5944.610352
	Iteration 16Q: 3 clusters Score -1.910546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160061 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19105468.000000 Penalty: 5944.610352
	Iteration 17Q: 3 clusters Score -1.910547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160063 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19105472.000000 Penalty: 5944.610352
	Iteration 18Q: 3 clusters Score -1.910547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160063 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19105484.000000 Penalty: 5944.610352
	Iteration 19Q: 3 clusters Score -1.910548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160066 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19105486.000000 Penalty: 5944.610352
	Iteration 20F: 3 clusters Score -1.910549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160067 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19105504.000000 Penalty: 5944.610352
	Iteration 21Q: 3 clusters Score -1.91055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160067 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19105500.000000 Penalty: 5944.610352
	Iteration 22Q: 3 clusters Score -1.91055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160066 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19105500.000000 Penalty: 5944.610352
	Iteration 23Q: 3 clusters Score -1.91055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160066 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19105500.000000 Penalty: 5944.610352
	Iteration 24F: 3 clusters Score -1.91055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Entering Unmasked Estep 
Score: -2382579.750000 Penalty: 2460.245361
	Iteration 0F: 2 clusters Score -2382580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2368378.250000 Penalty: 4920.490723
	Iteration 0F: 3 clusters Score -2368378 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2373172.250000 Penalty: 4920.490723
	Iteration 1F: 3 clusters Score -2373172 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2373654.500000 Penalty: 4920.490723
	Iteration 2F: 3 clusters Score -2373654 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2374099.750000 Penalty: 4920.490723
	Iteration 3F: 3 clusters Score -2374100 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2374515.000000 Penalty: 4920.490723
	Iteration 4Q: 3 clusters Score -2374515 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2374897.000000 Penalty: 4920.490723
	Iteration 5Q: 3 clusters Score -2374897 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2375308.000000 Penalty: 4920.490723
	Iteration 6Q: 3 clusters Score -2375308 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2375723.750000 Penalty: 4920.490723
	Iteration 7Q: 3 clusters Score -2375724 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2376121.750000 Penalty: 4920.490723
	Iteration 8Q: 3 clusters Score -2376122 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2376570.500000 Penalty: 4920.490723
	Iteration 9Q: 3 clusters Score -2376570 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2377016.250000 Penalty: 4920.490723
	Iteration 10Q: 3 clusters Score -2377016 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2377512.250000 Penalty: 4920.490723
	Iteration 11Q: 3 clusters Score -2377512 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2378068.750000 Penalty: 4920.490723
	Iteration 12Q: 3 clusters Score -2378069 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2378594.750000 Penalty: 4920.490723
	Iteration 13Q: 3 clusters Score -2378595 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2379094.750000 Penalty: 4920.490723
	Iteration 14Q: 3 clusters Score -2379095 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2379591.250000 Penalty: 4920.490723
	Iteration 15Q: 3 clusters Score -2379591 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2379960.250000 Penalty: 4920.490723
	Iteration 16Q: 3 clusters Score -2379960 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2380230.000000 Penalty: 4920.490723
	Iteration 17Q: 3 clusters Score -2380230 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2380433.500000 Penalty: 4920.490723
	Iteration 18Q: 3 clusters Score -2380434 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2380539.000000 Penalty: 4920.490723
	Iteration 19Q: 3 clusters Score -2380539 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2380636.750000 Penalty: 4920.490723
	Iteration 20F: 3 clusters Score -2380637 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2380700.750000 Penalty: 4920.490723
	Iteration 21Q: 3 clusters Score -2380701 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2380729.750000 Penalty: 4920.490723
	Iteration 22Q: 3 clusters Score -2380730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2380759.250000 Penalty: 4920.490723
	Iteration 23Q: 3 clusters Score -2380759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2380768.250000 Penalty: 4920.490723
	Iteration 24Q: 3 clusters Score -2380768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2380781.000000 Penalty: 4920.490723
	Iteration 25Q: 3 clusters Score -2380781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2380781.000000 Penalty: 4920.490723
	Iteration 26Q: 3 clusters Score -2380781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2380790.500000 Penalty: 4920.490723
	Iteration 27Q: 3 clusters Score -2380790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2380798.000000 Penalty: 4920.490723
	Iteration 28Q: 3 clusters Score -2380798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2380797.750000 Penalty: 4920.490723
	Iteration 29Q: 3 clusters Score -2380798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2380799.750000 Penalty: 4920.490723
	Iteration 30Q: 3 clusters Score -2380800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2380798.750000 Penalty: 4920.490723
	Iteration 31Q: 3 clusters Score -2380799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2380800.000000 Penalty: 4920.490723
	Iteration 32Q: 3 clusters Score -2380800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2380804.500000 Penalty: 4920.490723
	Iteration 33Q: 3 clusters Score -2380804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2380807.250000 Penalty: 4920.490723
	Iteration 34Q: 3 clusters Score -2380807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2380808.000000 Penalty: 4920.490723
	Iteration 35Q: 3 clusters Score -2380808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2380806.750000 Penalty: 4920.490723
	Iteration 36Q: 3 clusters Score -2380807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2380807.000000 Penalty: 4920.490723
	Iteration 37Q: 3 clusters Score -2380807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2380809.250000 Penalty: 4920.490723
	Iteration 38Q: 3 clusters Score -2380809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2380811.000000 Penalty: 4920.490723
	Iteration 39Q: 3 clusters Score -2380811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2380809.750000 Penalty: 4920.490723
	Iteration 40F: 3 clusters Score -2380810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2380811.750000 Penalty: 4920.490723
	Iteration 41Q: 3 clusters Score -2380812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2380813.750000 Penalty: 4920.490723
	Iteration 42Q: 3 clusters Score -2380814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2380814.000000 Penalty: 4920.490723
	Iteration 43Q: 3 clusters Score -2380814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2380813.000000 Penalty: 4920.490723
	Iteration 44Q: 3 clusters Score -2380813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2380813.000000 Penalty: 4920.490723
	Iteration 45F: 3 clusters Score -2380813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Entering Unmasked Estep 
Score: -2072652.500000 Penalty: 2425.332520
	Iteration 0F: 2 clusters Score -2072652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2060144.000000 Penalty: 4850.665039
	Iteration 0F: 3 clusters Score -2060144 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2064277.875000 Penalty: 4850.665039
	Iteration 1F: 3 clusters Score -2064278 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2064712.250000 Penalty: 4850.665039
	Iteration 2F: 3 clusters Score -2064712 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2065037.375000 Penalty: 4850.665039
	Iteration 3Q: 3 clusters Score -2065037 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2065306.750000 Penalty: 4850.665039
	Iteration 4Q: 3 clusters Score -2065307 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2065567.250000 Penalty: 4850.665039
	Iteration 5Q: 3 clusters Score -2065567 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2065877.000000 Penalty: 4850.665039
	Iteration 6Q: 3 clusters Score -2065877 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2066260.625000 Penalty: 4850.665039
	Iteration 7Q: 3 clusters Score -2066261 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2066675.125000 Penalty: 4850.665039
	Iteration 8Q: 3 clusters Score -2066675 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2067165.125000 Penalty: 4850.665039
	Iteration 9Q: 3 clusters Score -2067165 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2067712.000000 Penalty: 4850.665039
	Iteration 10Q: 3 clusters Score -2067712 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2068242.375000 Penalty: 4850.665039
	Iteration 11Q: 3 clusters Score -2068242 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2068714.375000 Penalty: 4850.665039
	Iteration 12Q: 3 clusters Score -2068714 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2069099.750000 Penalty: 4850.665039
	Iteration 13Q: 3 clusters Score -2069100 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2069358.000000 Penalty: 4850.665039
	Iteration 14Q: 3 clusters Score -2069358 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2069511.750000 Penalty: 4850.665039
	Iteration 15Q: 3 clusters Score -2069512 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2069640.625000 Penalty: 4850.665039
	Iteration 16Q: 3 clusters Score -2069641 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2069753.125000 Penalty: 4850.665039
	Iteration 17Q: 3 clusters Score -2069753 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2069862.375000 Penalty: 4850.665039
	Iteration 18Q: 3 clusters Score -2069862 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2069973.125000 Penalty: 4850.665039
	Iteration 19Q: 3 clusters Score -2069973 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2070081.375000 Penalty: 4850.665039
	Iteration 20F: 3 clusters Score -2070081 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2070167.625000 Penalty: 4850.665039
	Iteration 21Q: 3 clusters Score -2070168 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2070250.000000 Penalty: 4850.665039
	Iteration 22Q: 3 clusters Score -2070250 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2070306.500000 Penalty: 4850.665039
	Iteration 23Q: 3 clusters Score -2070306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2070354.000000 Penalty: 4850.665039
	Iteration 24Q: 3 clusters Score -2070354 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2070402.125000 Penalty: 4850.665039
	Iteration 25Q: 3 clusters Score -2070402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2070439.750000 Penalty: 4850.665039
	Iteration 26Q: 3 clusters Score -2070440 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2070476.000000 Penalty: 4850.665039
	Iteration 27Q: 3 clusters Score -2070476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2070493.625000 Penalty: 4850.665039
	Iteration 28Q: 3 clusters Score -2070494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2070513.500000 Penalty: 4850.665039
	Iteration 29Q: 3 clusters Score -2070514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2070529.875000 Penalty: 4850.665039
	Iteration 30Q: 3 clusters Score -2070530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2070547.875000 Penalty: 4850.665039
	Iteration 31Q: 3 clusters Score -2070548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2070561.625000 Penalty: 4850.665039
	Iteration 32Q: 3 clusters Score -2070562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2070574.875000 Penalty: 4850.665039
	Iteration 33Q: 3 clusters Score -2070575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2070585.000000 Penalty: 4850.665039
	Iteration 34Q: 3 clusters Score -2070585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2070598.375000 Penalty: 4850.665039
	Iteration 35Q: 3 clusters Score -2070598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2070603.750000 Penalty: 4850.665039
	Iteration 36Q: 3 clusters Score -2070604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2070614.875000 Penalty: 4850.665039
	Iteration 37Q: 3 clusters Score -2070615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2070627.625000 Penalty: 4850.665039
	Iteration 38Q: 3 clusters Score -2070628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2070634.375000 Penalty: 4850.665039
	Iteration 39Q: 3 clusters Score -2070634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2070643.875000 Penalty: 4850.665039
	Iteration 40F: 3 clusters Score -2070644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2070653.125000 Penalty: 4850.665039
	Iteration 41Q: 3 clusters Score -2070653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2070659.250000 Penalty: 4850.665039
	Iteration 42Q: 3 clusters Score -2070659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2070663.375000 Penalty: 4850.665039
	Iteration 43Q: 3 clusters Score -2070663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2070671.750000 Penalty: 4850.665039
	Iteration 44Q: 3 clusters Score -2070672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2070683.500000 Penalty: 4850.665039
	Iteration 45Q: 3 clusters Score -2070684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2070683.125000 Penalty: 4850.665039
	Iteration 46Q: 3 clusters Score -2070683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2070685.875000 Penalty: 4850.665039
	Iteration 47Q: 3 clusters Score -2070686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2070691.875000 Penalty: 4850.665039
	Iteration 48Q: 3 clusters Score -2070692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2070693.375000 Penalty: 4850.665039
	Iteration 49Q: 3 clusters Score -2070693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2070696.750000 Penalty: 4850.665039
	Iteration 50Q: 3 clusters Score -2070697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2070693.125000 Penalty: 4850.665039
	Iteration 51Q: 3 clusters Score -2070693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2070696.250000 Penalty: 4850.665039
	Iteration 52Q: 3 clusters Score -2070696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2070699.625000 Penalty: 4850.665039
	Iteration 53Q: 3 clusters Score -2070700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2070696.625000 Penalty: 4850.665039
	Iteration 54Q: 3 clusters Score -2070697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2070704.250000 Penalty: 4850.665039
	Iteration 55Q: 3 clusters Score -2070704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2070703.500000 Penalty: 4850.665039
	Iteration 56Q: 3 clusters Score -2070704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2070708.375000 Penalty: 4850.665039
	Iteration 57Q: 3 clusters Score -2070708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2070711.250000 Penalty: 4850.665039
	Iteration 58Q: 3 clusters Score -2070711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2070708.625000 Penalty: 4850.665039
	Iteration 59Q: 3 clusters Score -2070709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2070706.500000 Penalty: 4850.665039
	Iteration 60F: 3 clusters Score -2070706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2070710.250000 Penalty: 4850.665039
	Iteration 61Q: 3 clusters Score -2070710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2070711.125000 Penalty: 4850.665039
	Iteration 62Q: 3 clusters Score -2070711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2070712.750000 Penalty: 4850.665039
	Iteration 63Q: 3 clusters Score -2070713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2070711.375000 Penalty: 4850.665039
	Iteration 64Q: 3 clusters Score -2070711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2070711.500000 Penalty: 4850.665039
	Iteration 65Q: 3 clusters Score -2070712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2070711.500000 Penalty: 4850.665039
	Iteration 66F: 3 clusters Score -2070712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -555737.687500 Penalty: 2090.721191
	Iteration 0F: 2 clusters Score -555737.7 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 2285 members 
Entering Unmasked Estep 
Score: -551470.312500 Penalty: 4181.442383
	Iteration 0F: 3 clusters Score -551470.3 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -552435.062500 Penalty: 4181.442383
	Iteration 1F: 3 clusters Score -552435.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -552629.000000 Penalty: 4181.442383
	Iteration 2F: 3 clusters Score -552629 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -552741.125000 Penalty: 4181.442383
	Iteration 3Q: 3 clusters Score -552741.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -552832.125000 Penalty: 4181.442383
	Iteration 4Q: 3 clusters Score -552832.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -552898.750000 Penalty: 4181.442383
	Iteration 5Q: 3 clusters Score -552898.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -552947.875000 Penalty: 4181.442383
	Iteration 6Q: 3 clusters Score -552947.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -552988.500000 Penalty: 4181.442383
	Iteration 7Q: 3 clusters Score -552988.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -553012.750000 Penalty: 4181.442383
	Iteration 8Q: 3 clusters Score -553012.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -553029.875000 Penalty: 4181.442383
	Iteration 9Q: 3 clusters Score -553029.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -553043.875000 Penalty: 4181.442383
	Iteration 10Q: 3 clusters Score -553043.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -553053.875000 Penalty: 4181.442383
	Iteration 11Q: 3 clusters Score -553053.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -553060.875000 Penalty: 4181.442383
	Iteration 12Q: 3 clusters Score -553060.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -553068.562500 Penalty: 4181.442383
	Iteration 13Q: 3 clusters Score -553068.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -553073.687500 Penalty: 4181.442383
	Iteration 14Q: 3 clusters Score -553073.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -553080.875000 Penalty: 4181.442383
	Iteration 15Q: 3 clusters Score -553080.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -553088.625000 Penalty: 4181.442383
	Iteration 16Q: 3 clusters Score -553088.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -553096.437500 Penalty: 4181.442383
	Iteration 17Q: 3 clusters Score -553096.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -553101.562500 Penalty: 4181.442383
	Iteration 18Q: 3 clusters Score -553101.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -553106.812500 Penalty: 4181.442383
	Iteration 19Q: 3 clusters Score -553106.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -553113.437500 Penalty: 4181.442383
	Iteration 20F: 3 clusters Score -553113.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -553117.562500 Penalty: 4181.442383
	Iteration 21Q: 3 clusters Score -553117.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -553120.937500 Penalty: 4181.442383
	Iteration 22Q: 3 clusters Score -553120.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -553124.000000 Penalty: 4181.442383
	Iteration 23Q: 3 clusters Score -553124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -553127.000000 Penalty: 4181.442383
	Iteration 24Q: 3 clusters Score -553127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -553130.250000 Penalty: 4181.442383
	Iteration 25Q: 3 clusters Score -553130.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -553131.750000 Penalty: 4181.442383
	Iteration 26Q: 3 clusters Score -553131.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -553133.000000 Penalty: 4181.442383
	Iteration 27Q: 3 clusters Score -553133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -553134.062500 Penalty: 4181.442383
	Iteration 28Q: 3 clusters Score -553134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -553134.937500 Penalty: 4181.442383
	Iteration 29Q: 3 clusters Score -553134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -553135.812500 Penalty: 4181.442383
	Iteration 30Q: 3 clusters Score -553135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -553136.812500 Penalty: 4181.442383
	Iteration 31Q: 3 clusters Score -553136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -553136.812500 Penalty: 4181.442383
	Iteration 32F: 3 clusters Score -553136.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -78121.023438 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -78121.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76418.039062 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -76418.04 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -76864.960938 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -76864.96 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -77065.296875 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -77065.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -77160.046875 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -77160.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -77229.921875 Penalty: 3334.424561
	Iteration 4Q: 3 clusters Score -77229.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -77274.367188 Penalty: 3334.424561
	Iteration 5Q: 3 clusters Score -77274.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -77313.531250 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -77313.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -77331.828125 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -77331.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -77352.117188 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -77352.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -77370.835938 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -77370.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -77376.335938 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -77376.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -77376.335938 Penalty: 3334.424561
	Iteration 11F: 3 clusters Score -77376.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Entering Unmasked Estep 
Score: -1077753.000000 Penalty: 2258.365479
	Iteration 0F: 2 clusters Score -1077753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1070660.500000 Penalty: 4516.730957
	Iteration 0F: 3 clusters Score -1070660 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1072751.625000 Penalty: 4516.730957
	Iteration 1F: 3 clusters Score -1072752 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1073045.625000 Penalty: 4516.730957
	Iteration 2F: 3 clusters Score -1073046 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1073263.625000 Penalty: 4516.730957
	Iteration 3F: 3 clusters Score -1073264 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1073407.125000 Penalty: 4516.730957
	Iteration 4Q: 3 clusters Score -1073407 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1073533.250000 Penalty: 4516.730957
	Iteration 5Q: 3 clusters Score -1073533 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1073629.500000 Penalty: 4516.730957
	Iteration 6Q: 3 clusters Score -1073630 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1073712.125000 Penalty: 4516.730957
	Iteration 7Q: 3 clusters Score -1073712 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1073791.250000 Penalty: 4516.730957
	Iteration 8Q: 3 clusters Score -1073791 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1073856.625000 Penalty: 4516.730957
	Iteration 9Q: 3 clusters Score -1073857 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1073941.625000 Penalty: 4516.730957
	Iteration 10Q: 3 clusters Score -1073942 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1074022.000000 Penalty: 4516.730957
	Iteration 11Q: 3 clusters Score -1074022 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1074100.500000 Penalty: 4516.730957
	Iteration 12Q: 3 clusters Score -1074100 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1074189.250000 Penalty: 4516.730957
	Iteration 13Q: 3 clusters Score -1074189 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1074284.500000 Penalty: 4516.730957
	Iteration 14Q: 3 clusters Score -1074284 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1074382.875000 Penalty: 4516.730957
	Iteration 15Q: 3 clusters Score -1074383 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1074508.500000 Penalty: 4516.730957
	Iteration 16Q: 3 clusters Score -1074508 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1074661.000000 Penalty: 4516.730957
	Iteration 17Q: 3 clusters Score -1074661 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1074841.625000 Penalty: 4516.730957
	Iteration 18Q: 3 clusters Score -1074842 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1075056.000000 Penalty: 4516.730957
	Iteration 19Q: 3 clusters Score -1075056 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1075236.875000 Penalty: 4516.730957
	Iteration 20F: 3 clusters Score -1075237 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1075406.000000 Penalty: 4516.730957
	Iteration 21Q: 3 clusters Score -1075406 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1075544.625000 Penalty: 4516.730957
	Iteration 22Q: 3 clusters Score -1075545 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1075652.000000 Penalty: 4516.730957
	Iteration 23Q: 3 clusters Score -1075652 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1075724.750000 Penalty: 4516.730957
	Iteration 24Q: 3 clusters Score -1075725 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1075791.000000 Penalty: 4516.730957
	Iteration 25Q: 3 clusters Score -1075791 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1075849.500000 Penalty: 4516.730957
	Iteration 26Q: 3 clusters Score -1075850 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1075912.375000 Penalty: 4516.730957
	Iteration 27Q: 3 clusters Score -1075912 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1075963.125000 Penalty: 4516.730957
	Iteration 28Q: 3 clusters Score -1075963 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1076000.750000 Penalty: 4516.730957
	Iteration 29Q: 3 clusters Score -1076001 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1076030.125000 Penalty: 4516.730957
	Iteration 30Q: 3 clusters Score -1076030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1076051.125000 Penalty: 4516.730957
	Iteration 31Q: 3 clusters Score -1076051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1076067.500000 Penalty: 4516.730957
	Iteration 32Q: 3 clusters Score -1076068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1076076.375000 Penalty: 4516.730957
	Iteration 33Q: 3 clusters Score -1076076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1076082.625000 Penalty: 4516.730957
	Iteration 34Q: 3 clusters Score -1076083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1076089.625000 Penalty: 4516.730957
	Iteration 35Q: 3 clusters Score -1076090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1076091.500000 Penalty: 4516.730957
	Iteration 36Q: 3 clusters Score -1076092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1076091.125000 Penalty: 4516.730957
	Iteration 37Q: 3 clusters Score -1076091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1076096.625000 Penalty: 4516.730957
	Iteration 38Q: 3 clusters Score -1076097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1076097.875000 Penalty: 4516.730957
	Iteration 39Q: 3 clusters Score -1076098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1076100.500000 Penalty: 4516.730957
	Iteration 40F: 3 clusters Score -1076100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1076102.875000 Penalty: 4516.730957
	Iteration 41Q: 3 clusters Score -1076103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1076103.625000 Penalty: 4516.730957
	Iteration 42Q: 3 clusters Score -1076104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1076106.500000 Penalty: 4516.730957
	Iteration 43Q: 3 clusters Score -1076106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1076108.375000 Penalty: 4516.730957
	Iteration 44Q: 3 clusters Score -1076108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1076109.125000 Penalty: 4516.730957
	Iteration 45Q: 3 clusters Score -1076109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1076108.875000 Penalty: 4516.730957
	Iteration 46Q: 3 clusters Score -1076109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1076108.875000 Penalty: 4516.730957
	Iteration 47F: 3 clusters Score -1076109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 35792 members 
Mstep: Class 3 contains 12583 members 
Mstep: Class 4 contains 96081 members 
Mstep: Class 5 contains 18107 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17950 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 12994 members 
Mstep: Class 10 contains 143480 members 
Mstep: Class 11 contains 42764 members 
Mstep: Class 12 contains 50748 members 
Mstep: Class 13 contains 24129 members 
Mstep: Class 14 contains 35080 members 
Mstep: Class 15 contains 179555 members 
Mstep: Class 16 contains 60877 members 
Mstep: Class 17 contains 201646 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151769 members 
Mstep: Class 21 contains 9168 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 160348 members 
Mstep: Class 24 contains 20340 members 
Mstep: Class 25 contains 17669 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053728.000000 Penalty: 97997.882812
Iteration 119Q: 29 clusters Score -1.560537e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 35795 members 
Mstep: Class 3 contains 12585 members 
Mstep: Class 4 contains 96080 members 
Mstep: Class 5 contains 18109 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17946 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 13001 members 
Mstep: Class 10 contains 143732 members 
Mstep: Class 11 contains 42765 members 
Mstep: Class 12 contains 50705 members 
Mstep: Class 13 contains 24126 members 
Mstep: Class 14 contains 35076 members 
Mstep: Class 15 contains 179579 members 
Mstep: Class 16 contains 60878 members 
Mstep: Class 17 contains 201627 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151556 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 160335 members 
Mstep: Class 24 contains 20341 members 
Mstep: Class 25 contains 17674 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054032.000000 Penalty: 97997.882812
Iteration 120F: 29 clusters Score -1.56054e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 35792 members 
Mstep: Class 3 contains 12585 members 
Mstep: Class 4 contains 96081 members 
Mstep: Class 5 contains 18109 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17944 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 13008 members 
Mstep: Class 10 contains 143970 members 
Mstep: Class 11 contains 42761 members 
Mstep: Class 12 contains 50669 members 
Mstep: Class 13 contains 24125 members 
Mstep: Class 14 contains 35071 members 
Mstep: Class 15 contains 179599 members 
Mstep: Class 16 contains 60875 members 
Mstep: Class 17 contains 201609 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151367 members 
Mstep: Class 21 contains 9166 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 160327 members 
Mstep: Class 24 contains 20344 members 
Mstep: Class 25 contains 17679 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054000.000000 Penalty: 97997.882812
Iteration 121Q: 29 clusters Score -1.56054e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 35793 members 
Mstep: Class 3 contains 12585 members 
Mstep: Class 4 contains 96079 members 
Mstep: Class 5 contains 18111 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17938 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 144215 members 
Mstep: Class 11 contains 42759 members 
Mstep: Class 12 contains 50641 members 
Mstep: Class 13 contains 24124 members 
Mstep: Class 14 contains 35069 members 
Mstep: Class 15 contains 179616 members 
Mstep: Class 16 contains 60872 members 
Mstep: Class 17 contains 201595 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151171 members 
Mstep: Class 21 contains 9166 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160306 members 
Mstep: Class 24 contains 20344 members 
Mstep: Class 25 contains 17683 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054144.000000 Penalty: 97997.882812
Iteration 122Q: 29 clusters Score -1.560541e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 35787 members 
Mstep: Class 3 contains 12586 members 
Mstep: Class 4 contains 96077 members 
Mstep: Class 5 contains 18113 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17930 members 
Mstep: Class 8 contains 3326 members 
Mstep: Class 9 contains 13016 members 
Mstep: Class 10 contains 144437 members 
Mstep: Class 11 contains 42753 members 
Mstep: Class 12 contains 50617 members 
Mstep: Class 13 contains 24122 members 
Mstep: Class 14 contains 35069 members 
Mstep: Class 15 contains 179618 members 
Mstep: Class 16 contains 60869 members 
Mstep: Class 17 contains 201596 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 150981 members 
Mstep: Class 21 contains 9165 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160304 members 
Mstep: Class 24 contains 20345 members 
Mstep: Class 25 contains 17693 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054224.000000 Penalty: 97997.882812
Iteration 123Q: 29 clusters Score -1.560542e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 35786 members 
Mstep: Class 3 contains 12586 members 
Mstep: Class 4 contains 96078 members 
Mstep: Class 5 contains 18111 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17922 members 
Mstep: Class 8 contains 3327 members 
Mstep: Class 9 contains 13022 members 
Mstep: Class 10 contains 144653 members 
Mstep: Class 11 contains 42746 members 
Mstep: Class 12 contains 50604 members 
Mstep: Class 13 contains 24122 members 
Mstep: Class 14 contains 35066 members 
Mstep: Class 15 contains 179624 members 
Mstep: Class 16 contains 60866 members 
Mstep: Class 17 contains 201603 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 150790 members 
Mstep: Class 21 contains 9162 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160292 members 
Mstep: Class 24 contains 20344 members 
Mstep: Class 25 contains 17703 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054288.000000 Penalty: 97997.882812
Iteration 124Q: 29 clusters Score -1.560543e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 35787 members 
Mstep: Class 3 contains 12588 members 
Mstep: Class 4 contains 96078 members 
Mstep: Class 5 contains 18110 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17912 members 
Mstep: Class 8 contains 3329 members 
Mstep: Class 9 contains 13024 members 
Mstep: Class 10 contains 144900 members 
Mstep: Class 11 contains 42745 members 
Mstep: Class 12 contains 50581 members 
Mstep: Class 13 contains 24123 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 179629 members 
Mstep: Class 16 contains 60868 members 
Mstep: Class 17 contains 201594 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 150574 members 
Mstep: Class 21 contains 9161 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160284 members 
Mstep: Class 24 contains 20345 members 
Mstep: Class 25 contains 17714 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054224.000000 Penalty: 97997.882812
Iteration 125Q: 29 clusters Score -1.560542e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 35787 members 
Mstep: Class 3 contains 12593 members 
Mstep: Class 4 contains 96078 members 
Mstep: Class 5 contains 18111 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17907 members 
Mstep: Class 8 contains 3330 members 
Mstep: Class 9 contains 13025 members 
Mstep: Class 10 contains 145119 members 
Mstep: Class 11 contains 42741 members 
Mstep: Class 12 contains 50544 members 
Mstep: Class 13 contains 24123 members 
Mstep: Class 14 contains 35058 members 
Mstep: Class 15 contains 179633 members 
Mstep: Class 16 contains 60864 members 
Mstep: Class 17 contains 201590 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 150394 members 
Mstep: Class 21 contains 9159 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160282 members 
Mstep: Class 24 contains 20347 members 
Mstep: Class 25 contains 17721 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054176.000000 Penalty: 97997.882812
Iteration 126Q: 29 clusters Score -1.560542e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 35788 members 
Mstep: Class 3 contains 12592 members 
Mstep: Class 4 contains 96075 members 
Mstep: Class 5 contains 18111 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17900 members 
Mstep: Class 8 contains 3330 members 
Mstep: Class 9 contains 13025 members 
Mstep: Class 10 contains 145310 members 
Mstep: Class 11 contains 42740 members 
Mstep: Class 12 contains 50510 members 
Mstep: Class 13 contains 24127 members 
Mstep: Class 14 contains 35053 members 
Mstep: Class 15 contains 179652 members 
Mstep: Class 16 contains 60864 members 
Mstep: Class 17 contains 201578 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 150229 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160285 members 
Mstep: Class 24 contains 20350 members 
Mstep: Class 25 contains 17728 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054080.000000 Penalty: 97997.882812
Iteration 127Q: 29 clusters Score -1.560541e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 35796 members 
Mstep: Class 3 contains 12591 members 
Mstep: Class 4 contains 96075 members 
Mstep: Class 5 contains 18111 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17890 members 
Mstep: Class 8 contains 3330 members 
Mstep: Class 9 contains 13026 members 
Mstep: Class 10 contains 145442 members 
Mstep: Class 11 contains 42741 members 
Mstep: Class 12 contains 50476 members 
Mstep: Class 13 contains 24126 members 
Mstep: Class 14 contains 35045 members 
Mstep: Class 15 contains 179696 members 
Mstep: Class 16 contains 60859 members 
Mstep: Class 17 contains 201566 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 150106 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160273 members 
Mstep: Class 24 contains 20355 members 
Mstep: Class 25 contains 17744 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054352.000000 Penalty: 97997.882812
Iteration 128Q: 29 clusters Score -1.560544e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 35803 members 
Mstep: Class 3 contains 12591 members 
Mstep: Class 4 contains 96074 members 
Mstep: Class 5 contains 18108 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17883 members 
Mstep: Class 8 contains 3330 members 
Mstep: Class 9 contains 13025 members 
Mstep: Class 10 contains 145569 members 
Mstep: Class 11 contains 42747 members 
Mstep: Class 12 contains 50434 members 
Mstep: Class 13 contains 24125 members 
Mstep: Class 14 contains 35037 members 
Mstep: Class 15 contains 179725 members 
Mstep: Class 16 contains 60857 members 
Mstep: Class 17 contains 201547 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 150014 members 
Mstep: Class 21 contains 9159 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160274 members 
Mstep: Class 24 contains 20355 members 
Mstep: Class 25 contains 17750 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054352.000000 Penalty: 97997.882812
Iteration 129Q: 29 clusters Score -1.560544e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 35801 members 
Mstep: Class 3 contains 12589 members 
Mstep: Class 4 contains 96070 members 
Mstep: Class 5 contains 18099 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17875 members 
Mstep: Class 8 contains 3330 members 
Mstep: Class 9 contains 13026 members 
Mstep: Class 10 contains 145712 members 
Mstep: Class 11 contains 42742 members 
Mstep: Class 12 contains 50391 members 
Mstep: Class 13 contains 24126 members 
Mstep: Class 14 contains 35039 members 
Mstep: Class 15 contains 179737 members 
Mstep: Class 16 contains 60856 members 
Mstep: Class 17 contains 201535 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 149927 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160281 members 
Mstep: Class 24 contains 20356 members 
Mstep: Class 25 contains 17758 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 9015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054208.000000 Penalty: 97997.882812
Iteration 130Q: 29 clusters Score -1.560542e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 35797 members 
Mstep: Class 3 contains 12586 members 
Mstep: Class 4 contains 96073 members 
Mstep: Class 5 contains 18095 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17870 members 
Mstep: Class 8 contains 3331 members 
Mstep: Class 9 contains 13025 members 
Mstep: Class 10 contains 145860 members 
Mstep: Class 11 contains 42740 members 
Mstep: Class 12 contains 50365 members 
Mstep: Class 13 contains 24129 members 
Mstep: Class 14 contains 35035 members 
Mstep: Class 15 contains 179749 members 
Mstep: Class 16 contains 60851 members 
Mstep: Class 17 contains 201518 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 149836 members 
Mstep: Class 21 contains 9157 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160276 members 
Mstep: Class 24 contains 20357 members 
Mstep: Class 25 contains 17759 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054144.000000 Penalty: 97997.882812
Iteration 131Q: 29 clusters Score -1.560541e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 35803 members 
Mstep: Class 3 contains 12589 members 
Mstep: Class 4 contains 96074 members 
Mstep: Class 5 contains 18089 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17866 members 
Mstep: Class 8 contains 3331 members 
Mstep: Class 9 contains 13024 members 
Mstep: Class 10 contains 145998 members 
Mstep: Class 11 contains 42733 members 
Mstep: Class 12 contains 50330 members 
Mstep: Class 13 contains 24130 members 
Mstep: Class 14 contains 35039 members 
Mstep: Class 15 contains 179750 members 
Mstep: Class 16 contains 60854 members 
Mstep: Class 17 contains 201508 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 149755 members 
Mstep: Class 21 contains 9155 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160255 members 
Mstep: Class 24 contains 20360 members 
Mstep: Class 25 contains 17767 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054240.000000 Penalty: 97997.882812
Iteration 132Q: 29 clusters Score -1.560542e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 35806 members 
Mstep: Class 3 contains 12591 members 
Mstep: Class 4 contains 96075 members 
Mstep: Class 5 contains 18083 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17870 members 
Mstep: Class 8 contains 3331 members 
Mstep: Class 9 contains 13021 members 
Mstep: Class 10 contains 146111 members 
Mstep: Class 11 contains 42728 members 
Mstep: Class 12 contains 50294 members 
Mstep: Class 13 contains 24129 members 
Mstep: Class 14 contains 35038 members 
Mstep: Class 15 contains 179763 members 
Mstep: Class 16 contains 60853 members 
Mstep: Class 17 contains 201494 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 149692 members 
Mstep: Class 21 contains 9156 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160235 members 
Mstep: Class 24 contains 20364 members 
Mstep: Class 25 contains 17775 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054368.000000 Penalty: 97997.882812
Iteration 133Q: 29 clusters Score -1.560544e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 35815 members 
Mstep: Class 3 contains 12591 members 
Mstep: Class 4 contains 96076 members 
Mstep: Class 5 contains 18080 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17864 members 
Mstep: Class 8 contains 3331 members 
Mstep: Class 9 contains 13023 members 
Mstep: Class 10 contains 146195 members 
Mstep: Class 11 contains 42722 members 
Mstep: Class 12 contains 50260 members 
Mstep: Class 13 contains 24127 members 
Mstep: Class 14 contains 35028 members 
Mstep: Class 15 contains 179772 members 
Mstep: Class 16 contains 60850 members 
Mstep: Class 17 contains 201475 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 149657 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160229 members 
Mstep: Class 24 contains 20367 members 
Mstep: Class 25 contains 17788 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054432.000000 Penalty: 97997.882812
Iteration 134Q: 29 clusters Score -1.560544e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 35820 members 
Mstep: Class 3 contains 12590 members 
Mstep: Class 4 contains 96072 members 
Mstep: Class 5 contains 18076 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17858 members 
Mstep: Class 8 contains 3331 members 
Mstep: Class 9 contains 13028 members 
Mstep: Class 10 contains 146286 members 
Mstep: Class 11 contains 42719 members 
Mstep: Class 12 contains 50229 members 
Mstep: Class 13 contains 24124 members 
Mstep: Class 14 contains 35025 members 
Mstep: Class 15 contains 179781 members 
Mstep: Class 16 contains 60853 members 
Mstep: Class 17 contains 201435 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 149626 members 
Mstep: Class 21 contains 9163 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160223 members 
Mstep: Class 24 contains 20371 members 
Mstep: Class 25 contains 17796 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054144.000000 Penalty: 97997.882812
Iteration 135Q: 29 clusters Score -1.560541e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 35829 members 
Mstep: Class 3 contains 12594 members 
Mstep: Class 4 contains 96068 members 
Mstep: Class 5 contains 18073 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17855 members 
Mstep: Class 8 contains 3329 members 
Mstep: Class 9 contains 13031 members 
Mstep: Class 10 contains 146348 members 
Mstep: Class 11 contains 42714 members 
Mstep: Class 12 contains 50183 members 
Mstep: Class 13 contains 24127 members 
Mstep: Class 14 contains 35021 members 
Mstep: Class 15 contains 179790 members 
Mstep: Class 16 contains 60854 members 
Mstep: Class 17 contains 201413 members 
Mstep: Class 18 contains 3441 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 149627 members 
Mstep: Class 21 contains 9166 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160211 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 17796 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054464.000000 Penalty: 97997.882812
Iteration 136Q: 29 clusters Score -1.560545e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 35828 members 
Mstep: Class 3 contains 12600 members 
Mstep: Class 4 contains 96066 members 
Mstep: Class 5 contains 18073 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17844 members 
Mstep: Class 8 contains 3328 members 
Mstep: Class 9 contains 13035 members 
Mstep: Class 10 contains 146433 members 
Mstep: Class 11 contains 42711 members 
Mstep: Class 12 contains 50136 members 
Mstep: Class 13 contains 24126 members 
Mstep: Class 14 contains 35021 members 
Mstep: Class 15 contains 179817 members 
Mstep: Class 16 contains 60851 members 
Mstep: Class 17 contains 201391 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 149610 members 
Mstep: Class 21 contains 9166 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160195 members 
Mstep: Class 24 contains 20383 members 
Mstep: Class 25 contains 17794 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054512.000000 Penalty: 97997.882812
Iteration 137Q: 29 clusters Score -1.560545e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 35830 members 
Mstep: Class 3 contains 12606 members 
Mstep: Class 4 contains 96066 members 
Mstep: Class 5 contains 18073 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17831 members 
Mstep: Class 8 contains 3328 members 
Mstep: Class 9 contains 13037 members 
Mstep: Class 10 contains 146496 members 
Mstep: Class 11 contains 42707 members 
Mstep: Class 12 contains 50095 members 
Mstep: Class 13 contains 24125 members 
Mstep: Class 14 contains 35023 members 
Mstep: Class 15 contains 179847 members 
Mstep: Class 16 contains 60847 members 
Mstep: Class 17 contains 201381 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149576 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160188 members 
Mstep: Class 24 contains 20389 members 
Mstep: Class 25 contains 17796 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054544.000000 Penalty: 97997.882812
Iteration 138Q: 29 clusters Score -1.560545e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 35828 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 96069 members 
Mstep: Class 5 contains 18068 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17815 members 
Mstep: Class 8 contains 3331 members 
Mstep: Class 9 contains 13041 members 
Mstep: Class 10 contains 146580 members 
Mstep: Class 11 contains 42703 members 
Mstep: Class 12 contains 50081 members 
Mstep: Class 13 contains 24125 members 
Mstep: Class 14 contains 35024 members 
Mstep: Class 15 contains 179869 members 
Mstep: Class 16 contains 60841 members 
Mstep: Class 17 contains 201346 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149532 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160187 members 
Mstep: Class 24 contains 20395 members 
Mstep: Class 25 contains 17799 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054528.000000 Penalty: 97997.882812
Iteration 139Q: 29 clusters Score -1.560545e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 35824 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 96068 members 
Mstep: Class 5 contains 18064 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17801 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 13047 members 
Mstep: Class 10 contains 146639 members 
Mstep: Class 11 contains 42707 members 
Mstep: Class 12 contains 50059 members 
Mstep: Class 13 contains 24127 members 
Mstep: Class 14 contains 35021 members 
Mstep: Class 15 contains 179882 members 
Mstep: Class 16 contains 60835 members 
Mstep: Class 17 contains 201308 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149539 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160182 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 17802 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054640.000000 Penalty: 97997.882812
Iteration 140F: 29 clusters Score -1.560546e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 35822 members 
Mstep: Class 3 contains 12611 members 
Mstep: Class 4 contains 96070 members 
Mstep: Class 5 contains 18061 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17791 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13049 members 
Mstep: Class 10 contains 146701 members 
Mstep: Class 11 contains 42710 members 
Mstep: Class 12 contains 50053 members 
Mstep: Class 13 contains 24123 members 
Mstep: Class 14 contains 35016 members 
Mstep: Class 15 contains 179892 members 
Mstep: Class 16 contains 60834 members 
Mstep: Class 17 contains 201293 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149500 members 
Mstep: Class 21 contains 9165 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160173 members 
Mstep: Class 24 contains 20400 members 
Mstep: Class 25 contains 17810 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054432.000000 Penalty: 97997.882812
Iteration 141Q: 29 clusters Score -1.560544e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 35810 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 96069 members 
Mstep: Class 5 contains 18057 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17782 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13053 members 
Mstep: Class 10 contains 146755 members 
Mstep: Class 11 contains 42712 members 
Mstep: Class 12 contains 50031 members 
Mstep: Class 13 contains 24127 members 
Mstep: Class 14 contains 35014 members 
Mstep: Class 15 contains 179906 members 
Mstep: Class 16 contains 60830 members 
Mstep: Class 17 contains 201299 members 
Mstep: Class 18 contains 3441 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149465 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160165 members 
Mstep: Class 24 contains 20406 members 
Mstep: Class 25 contains 17813 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054496.000000 Penalty: 97997.882812
Iteration 142Q: 29 clusters Score -1.560545e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 35804 members 
Mstep: Class 3 contains 12611 members 
Mstep: Class 4 contains 96067 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13058 members 
Mstep: Class 10 contains 146780 members 
Mstep: Class 11 contains 42720 members 
Mstep: Class 12 contains 50003 members 
Mstep: Class 13 contains 24130 members 
Mstep: Class 14 contains 35009 members 
Mstep: Class 15 contains 179906 members 
Mstep: Class 16 contains 60824 members 
Mstep: Class 17 contains 201302 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149469 members 
Mstep: Class 21 contains 9165 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160161 members 
Mstep: Class 24 contains 20411 members 
Mstep: Class 25 contains 17820 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054352.000000 Penalty: 97997.882812
Iteration 143Q: 29 clusters Score -1.560544e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 35802 members 
Mstep: Class 3 contains 12611 members 
Mstep: Class 4 contains 96065 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17756 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13060 members 
Mstep: Class 10 contains 146805 members 
Mstep: Class 11 contains 42717 members 
Mstep: Class 12 contains 49982 members 
Mstep: Class 13 contains 24133 members 
Mstep: Class 14 contains 35007 members 
Mstep: Class 15 contains 179919 members 
Mstep: Class 16 contains 60820 members 
Mstep: Class 17 contains 201308 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149460 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160155 members 
Mstep: Class 24 contains 20419 members 
Mstep: Class 25 contains 17828 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054288.000000 Penalty: 97997.882812
Iteration 144Q: 29 clusters Score -1.560543e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 35798 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 96064 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17753 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 9 contains 13064 members 
Mstep: Class 10 contains 146834 members 
Mstep: Class 11 contains 42714 members 
Mstep: Class 12 contains 49970 members 
Mstep: Class 13 contains 24136 members 
Mstep: Class 14 contains 35004 members 
Mstep: Class 15 contains 179931 members 
Mstep: Class 16 contains 60815 members 
Mstep: Class 17 contains 201293 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149465 members 
Mstep: Class 21 contains 9168 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160141 members 
Mstep: Class 24 contains 20426 members 
Mstep: Class 25 contains 17835 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054432.000000 Penalty: 97997.882812
Iteration 145Q: 29 clusters Score -1.560544e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 35801 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 96061 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17749 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 13064 members 
Mstep: Class 10 contains 146872 members 
Mstep: Class 11 contains 42707 members 
Mstep: Class 12 contains 49936 members 
Mstep: Class 13 contains 24139 members 
Mstep: Class 14 contains 35006 members 
Mstep: Class 15 contains 179948 members 
Mstep: Class 16 contains 60817 members 
Mstep: Class 17 contains 201274 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149470 members 
Mstep: Class 21 contains 9166 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160133 members 
Mstep: Class 24 contains 20429 members 
Mstep: Class 25 contains 17841 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054368.000000 Penalty: 97997.882812
Iteration 146Q: 29 clusters Score -1.560544e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 35805 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 96062 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17740 members 
Mstep: Class 8 contains 3344 members 
Mstep: Class 9 contains 13066 members 
Mstep: Class 10 contains 146917 members 
Mstep: Class 11 contains 42703 members 
Mstep: Class 12 contains 49917 members 
Mstep: Class 13 contains 24137 members 
Mstep: Class 14 contains 34999 members 
Mstep: Class 15 contains 179963 members 
Mstep: Class 16 contains 60815 members 
Mstep: Class 17 contains 201252 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149478 members 
Mstep: Class 21 contains 9165 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160116 members 
Mstep: Class 24 contains 20432 members 
Mstep: Class 25 contains 17845 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054416.000000 Penalty: 97997.882812
Iteration 147Q: 29 clusters Score -1.560544e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 35800 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 96061 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17733 members 
Mstep: Class 8 contains 3344 members 
Mstep: Class 9 contains 13069 members 
Mstep: Class 10 contains 146975 members 
Mstep: Class 11 contains 42698 members 
Mstep: Class 12 contains 49903 members 
Mstep: Class 13 contains 24139 members 
Mstep: Class 14 contains 34991 members 
Mstep: Class 15 contains 179971 members 
Mstep: Class 16 contains 60812 members 
Mstep: Class 17 contains 201236 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149473 members 
Mstep: Class 21 contains 9165 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160099 members 
Mstep: Class 24 contains 20436 members 
Mstep: Class 25 contains 17845 members 
Mstep: Class 26 contains 4585 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054432.000000 Penalty: 97997.882812
Iteration 148Q: 29 clusters Score -1.560544e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 35793 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 96061 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 17726 members 
Mstep: Class 8 contains 3347 members 
Mstep: Class 9 contains 13071 members 
Mstep: Class 10 contains 147043 members 
Mstep: Class 11 contains 42695 members 
Mstep: Class 12 contains 49901 members 
Mstep: Class 13 contains 24142 members 
Mstep: Class 14 contains 34987 members 
Mstep: Class 15 contains 179971 members 
Mstep: Class 16 contains 60809 members 
Mstep: Class 17 contains 201216 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149471 members 
Mstep: Class 21 contains 9166 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160073 members 
Mstep: Class 24 contains 20434 members 
Mstep: Class 25 contains 17847 members 
Mstep: Class 26 contains 4586 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054368.000000 Penalty: 97997.882812
Iteration 149Q: 29 clusters Score -1.560544e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 35795 members 
Mstep: Class 3 contains 12614 members 
Mstep: Class 4 contains 96060 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 17721 members 
Mstep: Class 8 contains 3346 members 
Mstep: Class 9 contains 13070 members 
Mstep: Class 10 contains 147083 members 
Mstep: Class 11 contains 42692 members 
Mstep: Class 12 contains 49889 members 
Mstep: Class 13 contains 24143 members 
Mstep: Class 14 contains 34981 members 
Mstep: Class 15 contains 179968 members 
Mstep: Class 16 contains 60809 members 
Mstep: Class 17 contains 201207 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149484 members 
Mstep: Class 21 contains 9165 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160049 members 
Mstep: Class 24 contains 20442 members 
Mstep: Class 25 contains 17848 members 
Mstep: Class 26 contains 4587 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054512.000000 Penalty: 97997.882812
Iteration 150Q: 29 clusters Score -1.560545e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 35793 members 
Mstep: Class 3 contains 12620 members 
Mstep: Class 4 contains 96063 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 17718 members 
Mstep: Class 8 contains 3345 members 
Mstep: Class 9 contains 13068 members 
Mstep: Class 10 contains 147097 members 
Mstep: Class 11 contains 42692 members 
Mstep: Class 12 contains 49880 members 
Mstep: Class 13 contains 24143 members 
Mstep: Class 14 contains 34970 members 
Mstep: Class 15 contains 179976 members 
Mstep: Class 16 contains 60804 members 
Mstep: Class 17 contains 201189 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149516 members 
Mstep: Class 21 contains 9162 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160027 members 
Mstep: Class 24 contains 20448 members 
Mstep: Class 25 contains 17857 members 
Mstep: Class 26 contains 4588 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054464.000000 Penalty: 97997.882812
Iteration 151Q: 29 clusters Score -1.560545e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 35792 members 
Mstep: Class 3 contains 12626 members 
Mstep: Class 4 contains 96065 members 
Mstep: Class 5 contains 18057 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17717 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13064 members 
Mstep: Class 10 contains 147125 members 
Mstep: Class 11 contains 42688 members 
Mstep: Class 12 contains 49870 members 
Mstep: Class 13 contains 24142 members 
Mstep: Class 14 contains 34970 members 
Mstep: Class 15 contains 179979 members 
Mstep: Class 16 contains 60805 members 
Mstep: Class 17 contains 201169 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149521 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160001 members 
Mstep: Class 24 contains 20456 members 
Mstep: Class 25 contains 17866 members 
Mstep: Class 26 contains 4590 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054496.000000 Penalty: 97997.882812
Iteration 152Q: 29 clusters Score -1.560545e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 35794 members 
Mstep: Class 3 contains 12626 members 
Mstep: Class 4 contains 96067 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 17718 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13062 members 
Mstep: Class 10 contains 147138 members 
Mstep: Class 11 contains 42684 members 
Mstep: Class 12 contains 49856 members 
Mstep: Class 13 contains 24140 members 
Mstep: Class 14 contains 34968 members 
Mstep: Class 15 contains 179986 members 
Mstep: Class 16 contains 60803 members 
Mstep: Class 17 contains 201158 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149532 members 
Mstep: Class 21 contains 9168 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159981 members 
Mstep: Class 24 contains 20463 members 
Mstep: Class 25 contains 17879 members 
Mstep: Class 26 contains 4591 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054544.000000 Penalty: 97997.882812
Iteration 153Q: 29 clusters Score -1.560545e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 35791 members 
Mstep: Class 3 contains 12624 members 
Mstep: Class 4 contains 96068 members 
Mstep: Class 5 contains 18059 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 17717 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 13065 members 
Mstep: Class 10 contains 147126 members 
Mstep: Class 11 contains 42682 members 
Mstep: Class 12 contains 49840 members 
Mstep: Class 13 contains 24139 members 
Mstep: Class 14 contains 34966 members 
Mstep: Class 15 contains 179994 members 
Mstep: Class 16 contains 60798 members 
Mstep: Class 17 contains 201140 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149554 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159978 members 
Mstep: Class 24 contains 20466 members 
Mstep: Class 25 contains 17891 members 
Mstep: Class 26 contains 4593 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054432.000000 Penalty: 97997.882812
Iteration 154Q: 29 clusters Score -1.560544e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 35794 members 
Mstep: Class 3 contains 12625 members 
Mstep: Class 4 contains 96068 members 
Mstep: Class 5 contains 18064 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 17716 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 13066 members 
Mstep: Class 10 contains 147087 members 
Mstep: Class 11 contains 42683 members 
Mstep: Class 12 contains 49843 members 
Mstep: Class 13 contains 24139 members 
Mstep: Class 14 contains 34957 members 
Mstep: Class 15 contains 180008 members 
Mstep: Class 16 contains 60792 members 
Mstep: Class 17 contains 201115 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149608 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159967 members 
Mstep: Class 24 contains 20470 members 
Mstep: Class 25 contains 17896 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054688.000000 Penalty: 97997.882812
Iteration 155Q: 29 clusters Score -1.560547e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 35797 members 
Mstep: Class 3 contains 12625 members 
Mstep: Class 4 contains 96071 members 
Mstep: Class 5 contains 18067 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 17714 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13063 members 
Mstep: Class 10 contains 147030 members 
Mstep: Class 11 contains 42681 members 
Mstep: Class 12 contains 49845 members 
Mstep: Class 13 contains 24133 members 
Mstep: Class 14 contains 34951 members 
Mstep: Class 15 contains 180023 members 
Mstep: Class 16 contains 60785 members 
Mstep: Class 17 contains 201107 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149663 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159967 members 
Mstep: Class 24 contains 20476 members 
Mstep: Class 25 contains 17901 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054560.000000 Penalty: 97997.882812
Iteration 156Q: 29 clusters Score -1.560546e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 35805 members 
Mstep: Class 3 contains 12625 members 
Mstep: Class 4 contains 96074 members 
Mstep: Class 5 contains 18066 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 17714 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 9 contains 13066 members 
Mstep: Class 10 contains 147007 members 
Mstep: Class 11 contains 42683 members 
Mstep: Class 12 contains 49844 members 
Mstep: Class 13 contains 24132 members 
Mstep: Class 14 contains 34949 members 
Mstep: Class 15 contains 180037 members 
Mstep: Class 16 contains 60781 members 
Mstep: Class 17 contains 201093 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149675 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159965 members 
Mstep: Class 24 contains 20483 members 
Mstep: Class 25 contains 17901 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054688.000000 Penalty: 97997.882812
Iteration 157Q: 29 clusters Score -1.560547e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 35810 members 
Mstep: Class 3 contains 12626 members 
Mstep: Class 4 contains 96074 members 
Mstep: Class 5 contains 18063 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 17713 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 13068 members 
Mstep: Class 10 contains 147003 members 
Mstep: Class 11 contains 42683 members 
Mstep: Class 12 contains 49845 members 
Mstep: Class 13 contains 24131 members 
Mstep: Class 14 contains 34948 members 
Mstep: Class 15 contains 180047 members 
Mstep: Class 16 contains 60775 members 
Mstep: Class 17 contains 201081 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149692 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159953 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 17900 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054832.000000 Penalty: 97997.882812
Iteration 158Q: 29 clusters Score -1.560548e+08 nChanged 345
Entering ConstructFrom: 
Score: -156054832.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (14031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Entering Unmasked Estep 
Score: -1641208.125000 Penalty: 2368.158203
	Iteration 0F: 2 clusters Score -1641208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1631047.125000 Penalty: 4736.316406
	Iteration 0F: 3 clusters Score -1631047 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1634293.250000 Penalty: 4736.316406
	Iteration 1F: 3 clusters Score -1634293 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1634827.625000 Penalty: 4736.316406
	Iteration 2F: 3 clusters Score -1634828 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1635437.125000 Penalty: 4736.316406
	Iteration 3F: 3 clusters Score -1635437 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1636068.125000 Penalty: 4736.316406
	Iteration 4F: 3 clusters Score -1636068 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1636681.000000 Penalty: 4736.316406
	Iteration 5F: 3 clusters Score -1636681 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1637242.000000 Penalty: 4736.316406
	Iteration 6F: 3 clusters Score -1637242 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1637674.750000 Penalty: 4736.316406
	Iteration 7F: 3 clusters Score -1637675 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1637985.875000 Penalty: 4736.316406
	Iteration 8Q: 3 clusters Score -1637986 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1638221.375000 Penalty: 4736.316406
	Iteration 9Q: 3 clusters Score -1638221 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1638393.500000 Penalty: 4736.316406
	Iteration 10Q: 3 clusters Score -1638394 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1638519.250000 Penalty: 4736.316406
	Iteration 11Q: 3 clusters Score -1638519 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1638609.250000 Penalty: 4736.316406
	Iteration 12Q: 3 clusters Score -1638609 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1638679.875000 Penalty: 4736.316406
	Iteration 13Q: 3 clusters Score -1638680 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1638736.125000 Penalty: 4736.316406
	Iteration 14Q: 3 clusters Score -1638736 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1638790.250000 Penalty: 4736.316406
	Iteration 15Q: 3 clusters Score -1638790 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1638837.250000 Penalty: 4736.316406
	Iteration 16Q: 3 clusters Score -1638837 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1638870.875000 Penalty: 4736.316406
	Iteration 17Q: 3 clusters Score -1638871 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1638900.375000 Penalty: 4736.316406
	Iteration 18Q: 3 clusters Score -1638900 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1638935.500000 Penalty: 4736.316406
	Iteration 19Q: 3 clusters Score -1638936 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1638980.875000 Penalty: 4736.316406
	Iteration 20F: 3 clusters Score -1638981 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1639015.250000 Penalty: 4736.316406
	Iteration 21Q: 3 clusters Score -1639015 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1639065.125000 Penalty: 4736.316406
	Iteration 22Q: 3 clusters Score -1639065 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1639103.750000 Penalty: 4736.316406
	Iteration 23Q: 3 clusters Score -1639104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1639154.375000 Penalty: 4736.316406
	Iteration 24Q: 3 clusters Score -1639154 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1639214.375000 Penalty: 4736.316406
	Iteration 25Q: 3 clusters Score -1639214 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1639272.000000 Penalty: 4736.316406
	Iteration 26Q: 3 clusters Score -1639272 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1639326.875000 Penalty: 4736.316406
	Iteration 27Q: 3 clusters Score -1639327 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1639393.000000 Penalty: 4736.316406
	Iteration 28Q: 3 clusters Score -1639393 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1639437.125000 Penalty: 4736.316406
	Iteration 29Q: 3 clusters Score -1639437 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1639477.125000 Penalty: 4736.316406
	Iteration 30Q: 3 clusters Score -1639477 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1639509.000000 Penalty: 4736.316406
	Iteration 31Q: 3 clusters Score -1639509 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1639536.625000 Penalty: 4736.316406
	Iteration 32Q: 3 clusters Score -1639537 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1639560.625000 Penalty: 4736.316406
	Iteration 33Q: 3 clusters Score -1639561 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1639584.625000 Penalty: 4736.316406
	Iteration 34Q: 3 clusters Score -1639585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1639606.625000 Penalty: 4736.316406
	Iteration 35Q: 3 clusters Score -1639607 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1639630.875000 Penalty: 4736.316406
	Iteration 36Q: 3 clusters Score -1639631 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1639650.250000 Penalty: 4736.316406
	Iteration 37Q: 3 clusters Score -1639650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1639668.125000 Penalty: 4736.316406
	Iteration 38Q: 3 clusters Score -1639668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1639688.875000 Penalty: 4736.316406
	Iteration 39Q: 3 clusters Score -1639689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1639690.125000 Penalty: 4736.316406
	Iteration 40F: 3 clusters Score -1639690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1639700.625000 Penalty: 4736.316406
	Iteration 41Q: 3 clusters Score -1639701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1639706.750000 Penalty: 4736.316406
	Iteration 42Q: 3 clusters Score -1639707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1639713.250000 Penalty: 4736.316406
	Iteration 43Q: 3 clusters Score -1639713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1639716.375000 Penalty: 4736.316406
	Iteration 44Q: 3 clusters Score -1639716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1639719.500000 Penalty: 4736.316406
	Iteration 45Q: 3 clusters Score -1639720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1639718.250000 Penalty: 4736.316406
	Iteration 46Q: 3 clusters Score -1639718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1639721.875000 Penalty: 4736.316406
	Iteration 47Q: 3 clusters Score -1639722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1639727.625000 Penalty: 4736.316406
	Iteration 48Q: 3 clusters Score -1639728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1639731.875000 Penalty: 4736.316406
	Iteration 49Q: 3 clusters Score -1639732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1639731.875000 Penalty: 4736.316406
	Iteration 50Q: 3 clusters Score -1639732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1639732.625000 Penalty: 4736.316406
	Iteration 51Q: 3 clusters Score -1639733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1639733.125000 Penalty: 4736.316406
	Iteration 52Q: 3 clusters Score -1639733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1639734.875000 Penalty: 4736.316406
	Iteration 53Q: 3 clusters Score -1639735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1639738.250000 Penalty: 4736.316406
	Iteration 54Q: 3 clusters Score -1639738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1639736.125000 Penalty: 4736.316406
	Iteration 55Q: 3 clusters Score -1639736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1639737.125000 Penalty: 4736.316406
	Iteration 56Q: 3 clusters Score -1639737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1639737.000000 Penalty: 4736.316406
	Iteration 57Q: 3 clusters Score -1639737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1639740.000000 Penalty: 4736.316406
	Iteration 58Q: 3 clusters Score -1639740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1639739.625000 Penalty: 4736.316406
	Iteration 59Q: 3 clusters Score -1639740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1639740.375000 Penalty: 4736.316406
	Iteration 60F: 3 clusters Score -1639740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1639739.625000 Penalty: 4736.316406
	Iteration 61Q: 3 clusters Score -1639740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1639741.125000 Penalty: 4736.316406
	Iteration 62Q: 3 clusters Score -1639741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1639742.750000 Penalty: 4736.316406
	Iteration 63Q: 3 clusters Score -1639743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1639743.375000 Penalty: 4736.316406
	Iteration 64Q: 3 clusters Score -1639743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1639742.625000 Penalty: 4736.316406
	Iteration 65Q: 3 clusters Score -1639743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1639746.625000 Penalty: 4736.316406
	Iteration 66Q: 3 clusters Score -1639747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1639747.125000 Penalty: 4736.316406
	Iteration 67Q: 3 clusters Score -1639747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1639746.000000 Penalty: 4736.316406
	Iteration 68Q: 3 clusters Score -1639746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1639746.250000 Penalty: 4736.316406
	Iteration 69Q: 3 clusters Score -1639746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1639749.750000 Penalty: 4736.316406
	Iteration 70Q: 3 clusters Score -1639750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1639748.125000 Penalty: 4736.316406
	Iteration 71Q: 3 clusters Score -1639748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1639747.375000 Penalty: 4736.316406
	Iteration 72Q: 3 clusters Score -1639747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1639747.125000 Penalty: 4736.316406
	Iteration 73Q: 3 clusters Score -1639747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1639750.000000 Penalty: 4736.316406
	Iteration 74Q: 3 clusters Score -1639750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1639750.000000 Penalty: 4736.316406
	Iteration 75F: 3 clusters Score -1639750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Entering Unmasked Estep 
Score: -4285762.000000 Penalty: 2600.495850
	Iteration 0F: 2 clusters Score -4285762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -4261332.000000 Penalty: 5200.991699
	Iteration 0F: 3 clusters Score -4261332 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4270281.500000 Penalty: 5200.991699
	Iteration 1F: 3 clusters Score -4270282 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4270825.000000 Penalty: 5200.991699
	Iteration 2Q: 3 clusters Score -4270825 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -4271439.000000 Penalty: 5200.991699
	Iteration 3Q: 3 clusters Score -4271439 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -4272070.500000 Penalty: 5200.991699
	Iteration 4Q: 3 clusters Score -4272070 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -4272861.500000 Penalty: 5200.991699
	Iteration 5Q: 3 clusters Score -4272862 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -4273927.500000 Penalty: 5200.991699
	Iteration 6Q: 3 clusters Score -4273928 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -4275266.500000 Penalty: 5200.991699
	Iteration 7F: 3 clusters Score -4275266 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -4276996.500000 Penalty: 5200.991699
	Iteration 8F: 3 clusters Score -4276996 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -4278847.000000 Penalty: 5200.991699
	Iteration 9F: 3 clusters Score -4278847 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -4280444.000000 Penalty: 5200.991699
	Iteration 10F: 3 clusters Score -4280444 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4281751.000000 Penalty: 5200.991699
	Iteration 11Q: 3 clusters Score -4281751 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -4282524.500000 Penalty: 5200.991699
	Iteration 12Q: 3 clusters Score -4282524 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -4282993.000000 Penalty: 5200.991699
	Iteration 13Q: 3 clusters Score -4282993 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -4283189.500000 Penalty: 5200.991699
	Iteration 14Q: 3 clusters Score -4283190 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -4283312.000000 Penalty: 5200.991699
	Iteration 15Q: 3 clusters Score -4283312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -4283365.500000 Penalty: 5200.991699
	Iteration 16Q: 3 clusters Score -4283366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -4283396.000000 Penalty: 5200.991699
	Iteration 17Q: 3 clusters Score -4283396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -4283427.500000 Penalty: 5200.991699
	Iteration 18Q: 3 clusters Score -4283428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -4283440.500000 Penalty: 5200.991699
	Iteration 19Q: 3 clusters Score -4283440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4283455.500000 Penalty: 5200.991699
	Iteration 20F: 3 clusters Score -4283456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4283466.000000 Penalty: 5200.991699
	Iteration 21Q: 3 clusters Score -4283466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4283468.000000 Penalty: 5200.991699
	Iteration 22Q: 3 clusters Score -4283468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4283475.000000 Penalty: 5200.991699
	Iteration 23Q: 3 clusters Score -4283475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -4283478.000000 Penalty: 5200.991699
	Iteration 24Q: 3 clusters Score -4283478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -4283475.500000 Penalty: 5200.991699
	Iteration 25Q: 3 clusters Score -4283476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -4283475.500000 Penalty: 5200.991699
	Iteration 26F: 3 clusters Score -4283476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Entering Unmasked Estep 
Score: -1470516.000000 Penalty: 2342.010986
	Iteration 0F: 2 clusters Score -1470516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1461090.625000 Penalty: 4684.021973
	Iteration 0F: 3 clusters Score -1461091 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1464011.250000 Penalty: 4684.021973
	Iteration 1F: 3 clusters Score -1464011 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1464376.625000 Penalty: 4684.021973
	Iteration 2F: 3 clusters Score -1464377 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1464677.875000 Penalty: 4684.021973
	Iteration 3F: 3 clusters Score -1464678 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1464961.875000 Penalty: 4684.021973
	Iteration 4Q: 3 clusters Score -1464962 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1465197.875000 Penalty: 4684.021973
	Iteration 5Q: 3 clusters Score -1465198 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1465405.750000 Penalty: 4684.021973
	Iteration 6Q: 3 clusters Score -1465406 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1465587.500000 Penalty: 4684.021973
	Iteration 7Q: 3 clusters Score -1465588 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1465761.375000 Penalty: 4684.021973
	Iteration 8Q: 3 clusters Score -1465761 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1465946.375000 Penalty: 4684.021973
	Iteration 9Q: 3 clusters Score -1465946 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1466132.375000 Penalty: 4684.021973
	Iteration 10Q: 3 clusters Score -1466132 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1466328.500000 Penalty: 4684.021973
	Iteration 11Q: 3 clusters Score -1466328 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1466532.375000 Penalty: 4684.021973
	Iteration 12Q: 3 clusters Score -1466532 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1466698.375000 Penalty: 4684.021973
	Iteration 13Q: 3 clusters Score -1466698 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1466869.625000 Penalty: 4684.021973
	Iteration 14Q: 3 clusters Score -1466870 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1467042.500000 Penalty: 4684.021973
	Iteration 15Q: 3 clusters Score -1467042 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1467210.375000 Penalty: 4684.021973
	Iteration 16Q: 3 clusters Score -1467210 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1467361.375000 Penalty: 4684.021973
	Iteration 17Q: 3 clusters Score -1467361 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1467519.000000 Penalty: 4684.021973
	Iteration 18Q: 3 clusters Score -1467519 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1467670.375000 Penalty: 4684.021973
	Iteration 19Q: 3 clusters Score -1467670 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1467789.125000 Penalty: 4684.021973
	Iteration 20F: 3 clusters Score -1467789 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1467890.000000 Penalty: 4684.021973
	Iteration 21Q: 3 clusters Score -1467890 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1467987.750000 Penalty: 4684.021973
	Iteration 22Q: 3 clusters Score -1467988 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1468078.250000 Penalty: 4684.021973
	Iteration 23Q: 3 clusters Score -1468078 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1468168.500000 Penalty: 4684.021973
	Iteration 24Q: 3 clusters Score -1468168 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1468258.500000 Penalty: 4684.021973
	Iteration 25Q: 3 clusters Score -1468258 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1468346.375000 Penalty: 4684.021973
	Iteration 26Q: 3 clusters Score -1468346 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1468428.250000 Penalty: 4684.021973
	Iteration 27Q: 3 clusters Score -1468428 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1468504.125000 Penalty: 4684.021973
	Iteration 28Q: 3 clusters Score -1468504 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1468577.500000 Penalty: 4684.021973
	Iteration 29Q: 3 clusters Score -1468578 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1468635.750000 Penalty: 4684.021973
	Iteration 30Q: 3 clusters Score -1468636 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1468707.750000 Penalty: 4684.021973
	Iteration 31Q: 3 clusters Score -1468708 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1468767.125000 Penalty: 4684.021973
	Iteration 32Q: 3 clusters Score -1468767 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1468823.375000 Penalty: 4684.021973
	Iteration 33Q: 3 clusters Score -1468823 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1468860.500000 Penalty: 4684.021973
	Iteration 34Q: 3 clusters Score -1468860 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1468898.125000 Penalty: 4684.021973
	Iteration 35Q: 3 clusters Score -1468898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1468926.000000 Penalty: 4684.021973
	Iteration 36Q: 3 clusters Score -1468926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1468951.250000 Penalty: 4684.021973
	Iteration 37Q: 3 clusters Score -1468951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1468970.875000 Penalty: 4684.021973
	Iteration 38Q: 3 clusters Score -1468971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1468991.625000 Penalty: 4684.021973
	Iteration 39Q: 3 clusters Score -1468992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1469005.375000 Penalty: 4684.021973
	Iteration 40F: 3 clusters Score -1469005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1469010.375000 Penalty: 4684.021973
	Iteration 41Q: 3 clusters Score -1469010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1469011.250000 Penalty: 4684.021973
	Iteration 42Q: 3 clusters Score -1469011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1469021.750000 Penalty: 4684.021973
	Iteration 43Q: 3 clusters Score -1469022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1469023.125000 Penalty: 4684.021973
	Iteration 44Q: 3 clusters Score -1469023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1469025.250000 Penalty: 4684.021973
	Iteration 45Q: 3 clusters Score -1469025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1469028.000000 Penalty: 4684.021973
	Iteration 46Q: 3 clusters Score -1469028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1469029.125000 Penalty: 4684.021973
	Iteration 47Q: 3 clusters Score -1469029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1469031.000000 Penalty: 4684.021973
	Iteration 48Q: 3 clusters Score -1469031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1469035.125000 Penalty: 4684.021973
	Iteration 49Q: 3 clusters Score -1469035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1469035.250000 Penalty: 4684.021973
	Iteration 50Q: 3 clusters Score -1469035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1469038.000000 Penalty: 4684.021973
	Iteration 51Q: 3 clusters Score -1469038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1469038.375000 Penalty: 4684.021973
	Iteration 52Q: 3 clusters Score -1469038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1469040.750000 Penalty: 4684.021973
	Iteration 53Q: 3 clusters Score -1469041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1469042.125000 Penalty: 4684.021973
	Iteration 54Q: 3 clusters Score -1469042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1469048.500000 Penalty: 4684.021973
	Iteration 55Q: 3 clusters Score -1469048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1469050.750000 Penalty: 4684.021973
	Iteration 56Q: 3 clusters Score -1469051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1469051.625000 Penalty: 4684.021973
	Iteration 57Q: 3 clusters Score -1469052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1469057.625000 Penalty: 4684.021973
	Iteration 58Q: 3 clusters Score -1469058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1469060.375000 Penalty: 4684.021973
	Iteration 59Q: 3 clusters Score -1469060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1469063.250000 Penalty: 4684.021973
	Iteration 60F: 3 clusters Score -1469063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1469062.375000 Penalty: 4684.021973
	Iteration 61Q: 3 clusters Score -1469062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1469062.000000 Penalty: 4684.021973
	Iteration 62Q: 3 clusters Score -1469062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1469060.250000 Penalty: 4684.021973
	Iteration 63Q: 3 clusters Score -1469060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1469063.750000 Penalty: 4684.021973
	Iteration 64Q: 3 clusters Score -1469064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1469067.000000 Penalty: 4684.021973
	Iteration 65Q: 3 clusters Score -1469067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1469067.750000 Penalty: 4684.021973
	Iteration 66Q: 3 clusters Score -1469068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1469069.500000 Penalty: 4684.021973
	Iteration 67Q: 3 clusters Score -1469070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1469069.875000 Penalty: 4684.021973
	Iteration 68Q: 3 clusters Score -1469070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1469069.875000 Penalty: 4684.021973
	Iteration 69F: 3 clusters Score -1469070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (96070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96070 members 
Entering Unmasked Estep 
Score: -11458924.000000 Penalty: 2845.262451
	Iteration 0F: 2 clusters Score -1.145892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -11394890.000000 Penalty: 5690.524902
	Iteration 0F: 3 clusters Score -1.139489e+07 nChanged 45148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -11420878.000000 Penalty: 5690.524902
	Iteration 1F: 3 clusters Score -1.142088e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -11422072.000000 Penalty: 5690.524902
	Iteration 2Q: 3 clusters Score -1.142207e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -11423350.000000 Penalty: 5690.524902
	Iteration 3Q: 3 clusters Score -1.142335e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -11424660.000000 Penalty: 5690.524902
	Iteration 4Q: 3 clusters Score -1.142466e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -11426101.000000 Penalty: 5690.524902
	Iteration 5Q: 3 clusters Score -1.14261e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -11427576.000000 Penalty: 5690.524902
	Iteration 6Q: 3 clusters Score -1.142758e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
Score: -11429127.000000 Penalty: 5690.524902
	Iteration 7Q: 3 clusters Score -1.142913e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -11431052.000000 Penalty: 5690.524902
	Iteration 8Q: 3 clusters Score -1.143105e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 66642 members 
Entering Unmasked Estep 
Score: -11433990.000000 Penalty: 5690.524902
	Iteration 9F: 3 clusters Score -1.143399e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -11438449.000000 Penalty: 5690.524902
	Iteration 10F: 3 clusters Score -1.143845e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -11443718.000000 Penalty: 5690.524902
	Iteration 11F: 3 clusters Score -1.144372e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -11449115.000000 Penalty: 5690.524902
	Iteration 12F: 3 clusters Score -1.144912e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -11452832.000000 Penalty: 5690.524902
	Iteration 13Q: 3 clusters Score -1.145283e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 92886 members 
Entering Unmasked Estep 
Score: -11454849.000000 Penalty: 5690.524902
	Iteration 14Q: 3 clusters Score -1.145485e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 94133 members 
Entering Unmasked Estep 
Score: -11455715.000000 Penalty: 5690.524902
	Iteration 15Q: 3 clusters Score -1.145572e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 94742 members 
Entering Unmasked Estep 
Score: -11456136.000000 Penalty: 5690.524902
	Iteration 16Q: 3 clusters Score -1.145614e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 95019 members 
Entering Unmasked Estep 
Score: -11456364.000000 Penalty: 5690.524902
	Iteration 17Q: 3 clusters Score -1.145636e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -11456481.000000 Penalty: 5690.524902
	Iteration 18Q: 3 clusters Score -1.145648e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 95256 members 
Entering Unmasked Estep 
Score: -11456516.000000 Penalty: 5690.524902
	Iteration 19Q: 3 clusters Score -1.145652e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 95311 members 
Entering Unmasked Estep 
Score: -11456586.000000 Penalty: 5690.524902
	Iteration 20F: 3 clusters Score -1.145659e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -11456606.000000 Penalty: 5690.524902
	Iteration 21Q: 3 clusters Score -1.145661e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 95367 members 
Entering Unmasked Estep 
Score: -11456626.000000 Penalty: 5690.524902
	Iteration 22Q: 3 clusters Score -1.145663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 95384 members 
Entering Unmasked Estep 
Score: -11456635.000000 Penalty: 5690.524902
	Iteration 23Q: 3 clusters Score -1.145664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -11456633.000000 Penalty: 5690.524902
	Iteration 24Q: 3 clusters Score -1.145663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -11456636.000000 Penalty: 5690.524902
	Iteration 25Q: 3 clusters Score -1.145664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 95401 members 
Entering Unmasked Estep 
Score: -11456635.000000 Penalty: 5690.524902
	Iteration 26Q: 3 clusters Score -1.145664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 95408 members 
Entering Unmasked Estep 
Score: -11456640.000000 Penalty: 5690.524902
	Iteration 27Q: 3 clusters Score -1.145664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 95414 members 
Entering Unmasked Estep 
Score: -11456637.000000 Penalty: 5690.524902
	Iteration 28Q: 3 clusters Score -1.145664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 95414 members 
Entering Unmasked Estep 
Score: -11456646.000000 Penalty: 5690.524902
	Iteration 29Q: 3 clusters Score -1.145665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -11456642.000000 Penalty: 5690.524902
	Iteration 30Q: 3 clusters Score -1.145664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 95419 members 
Entering Unmasked Estep 
Score: -11456643.000000 Penalty: 5690.524902
	Iteration 31Q: 3 clusters Score -1.145664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -11456649.000000 Penalty: 5690.524902
	Iteration 32Q: 3 clusters Score -1.145665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -11456643.000000 Penalty: 5690.524902
	Iteration 33Q: 3 clusters Score -1.145664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -11456644.000000 Penalty: 5690.524902
	Iteration 34Q: 3 clusters Score -1.145664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -11456644.000000 Penalty: 5690.524902
	Iteration 35F: 3 clusters Score -1.145664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -2181081.750000 Penalty: 2430.801758
	Iteration 0F: 2 clusters Score -2181082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2168320.250000 Penalty: 4861.603516
	Iteration 0F: 3 clusters Score -2168320 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2172487.000000 Penalty: 4861.603516
	Iteration 1F: 3 clusters Score -2172487 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2172877.500000 Penalty: 4861.603516
	Iteration 2F: 3 clusters Score -2172878 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2173187.500000 Penalty: 4861.603516
	Iteration 3Q: 3 clusters Score -2173188 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2173459.250000 Penalty: 4861.603516
	Iteration 4Q: 3 clusters Score -2173459 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2173759.500000 Penalty: 4861.603516
	Iteration 5Q: 3 clusters Score -2173760 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2174145.750000 Penalty: 4861.603516
	Iteration 6Q: 3 clusters Score -2174146 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2174636.500000 Penalty: 4861.603516
	Iteration 7Q: 3 clusters Score -2174636 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2175247.250000 Penalty: 4861.603516
	Iteration 8F: 3 clusters Score -2175247 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2175922.000000 Penalty: 4861.603516
	Iteration 9F: 3 clusters Score -2175922 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2176692.000000 Penalty: 4861.603516
	Iteration 10F: 3 clusters Score -2176692 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2177399.000000 Penalty: 4861.603516
	Iteration 11Q: 3 clusters Score -2177399 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2177937.000000 Penalty: 4861.603516
	Iteration 12Q: 3 clusters Score -2177937 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2178321.750000 Penalty: 4861.603516
	Iteration 13Q: 3 clusters Score -2178322 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2178547.250000 Penalty: 4861.603516
	Iteration 14Q: 3 clusters Score -2178547 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2178696.750000 Penalty: 4861.603516
	Iteration 15Q: 3 clusters Score -2178697 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2178771.000000 Penalty: 4861.603516
	Iteration 16Q: 3 clusters Score -2178771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2178819.250000 Penalty: 4861.603516
	Iteration 17Q: 3 clusters Score -2178819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2178860.500000 Penalty: 4861.603516
	Iteration 18Q: 3 clusters Score -2178860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2178882.500000 Penalty: 4861.603516
	Iteration 19Q: 3 clusters Score -2178882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2178896.000000 Penalty: 4861.603516
	Iteration 20F: 3 clusters Score -2178896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2178912.250000 Penalty: 4861.603516
	Iteration 21Q: 3 clusters Score -2178912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2178912.000000 Penalty: 4861.603516
	Iteration 22Q: 3 clusters Score -2178912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2178916.000000 Penalty: 4861.603516
	Iteration 23Q: 3 clusters Score -2178916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2178919.250000 Penalty: 4861.603516
	Iteration 24Q: 3 clusters Score -2178919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2178926.750000 Penalty: 4861.603516
	Iteration 25Q: 3 clusters Score -2178927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2178926.750000 Penalty: 4861.603516
	Iteration 26Q: 3 clusters Score -2178927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2178928.250000 Penalty: 4861.603516
	Iteration 27Q: 3 clusters Score -2178928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2178928.250000 Penalty: 4861.603516
	Iteration 28F: 3 clusters Score -2178928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Entering Unmasked Estep 
Score: -1201803.125000 Penalty: 2291.855713
	Iteration 0F: 2 clusters Score -1201803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1193899.375000 Penalty: 4583.711426
	Iteration 0F: 3 clusters Score -1193899 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1196259.125000 Penalty: 4583.711426
	Iteration 1F: 3 clusters Score -1196259 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1196620.500000 Penalty: 4583.711426
	Iteration 2F: 3 clusters Score -1196620 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1196929.875000 Penalty: 4583.711426
	Iteration 3F: 3 clusters Score -1196930 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1197295.250000 Penalty: 4583.711426
	Iteration 4F: 3 clusters Score -1197295 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1197823.875000 Penalty: 4583.711426
	Iteration 5F: 3 clusters Score -1197824 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1198488.000000 Penalty: 4583.711426
	Iteration 6F: 3 clusters Score -1198488 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1199144.750000 Penalty: 4583.711426
	Iteration 7F: 3 clusters Score -1199145 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1199584.000000 Penalty: 4583.711426
	Iteration 8F: 3 clusters Score -1199584 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1199902.875000 Penalty: 4583.711426
	Iteration 9Q: 3 clusters Score -1199903 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1200152.000000 Penalty: 4583.711426
	Iteration 10Q: 3 clusters Score -1200152 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1200312.375000 Penalty: 4583.711426
	Iteration 11Q: 3 clusters Score -1200312 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1200438.125000 Penalty: 4583.711426
	Iteration 12Q: 3 clusters Score -1200438 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1200515.125000 Penalty: 4583.711426
	Iteration 13Q: 3 clusters Score -1200515 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1200567.250000 Penalty: 4583.711426
	Iteration 14Q: 3 clusters Score -1200567 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1200613.375000 Penalty: 4583.711426
	Iteration 15Q: 3 clusters Score -1200613 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1200645.625000 Penalty: 4583.711426
	Iteration 16Q: 3 clusters Score -1200646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1200675.125000 Penalty: 4583.711426
	Iteration 17Q: 3 clusters Score -1200675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1200687.750000 Penalty: 4583.711426
	Iteration 18Q: 3 clusters Score -1200688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1200704.375000 Penalty: 4583.711426
	Iteration 19Q: 3 clusters Score -1200704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1200720.000000 Penalty: 4583.711426
	Iteration 20F: 3 clusters Score -1200720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1200736.750000 Penalty: 4583.711426
	Iteration 21Q: 3 clusters Score -1200737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1200746.375000 Penalty: 4583.711426
	Iteration 22Q: 3 clusters Score -1200746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1200749.375000 Penalty: 4583.711426
	Iteration 23Q: 3 clusters Score -1200749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1200753.500000 Penalty: 4583.711426
	Iteration 24Q: 3 clusters Score -1200754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1200754.250000 Penalty: 4583.711426
	Iteration 25Q: 3 clusters Score -1200754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1200753.875000 Penalty: 4583.711426
	Iteration 26Q: 3 clusters Score -1200754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1200755.500000 Penalty: 4583.711426
	Iteration 27Q: 3 clusters Score -1200756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1200758.500000 Penalty: 4583.711426
	Iteration 28Q: 3 clusters Score -1200758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1200759.250000 Penalty: 4583.711426
	Iteration 29Q: 3 clusters Score -1200759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1200759.000000 Penalty: 4583.711426
	Iteration 30Q: 3 clusters Score -1200759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1200760.875000 Penalty: 4583.711426
	Iteration 31Q: 3 clusters Score -1200761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1200761.750000 Penalty: 4583.711426
	Iteration 32Q: 3 clusters Score -1200762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1200762.500000 Penalty: 4583.711426
	Iteration 33Q: 3 clusters Score -1200762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1200764.750000 Penalty: 4583.711426
	Iteration 34Q: 3 clusters Score -1200765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1200762.625000 Penalty: 4583.711426
	Iteration 35Q: 3 clusters Score -1200763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1200765.625000 Penalty: 4583.711426
	Iteration 36Q: 3 clusters Score -1200766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1200766.000000 Penalty: 4583.711426
	Iteration 37Q: 3 clusters Score -1200766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1200766.000000 Penalty: 4583.711426
	Iteration 38F: 3 clusters Score -1200766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Entering Unmasked Estep 
Score: -2121269.750000 Penalty: 2425.893311
	Iteration 0F: 2 clusters Score -2121270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2108620.750000 Penalty: 4851.786621
	Iteration 0F: 3 clusters Score -2108621 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2112946.750000 Penalty: 4851.786621
	Iteration 1F: 3 clusters Score -2112947 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2113340.000000 Penalty: 4851.786621
	Iteration 2F: 3 clusters Score -2113340 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2113707.250000 Penalty: 4851.786621
	Iteration 3Q: 3 clusters Score -2113707 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2114119.500000 Penalty: 4851.786621
	Iteration 4Q: 3 clusters Score -2114120 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2114672.500000 Penalty: 4851.786621
	Iteration 5F: 3 clusters Score -2114672 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2115434.500000 Penalty: 4851.786621
	Iteration 6F: 3 clusters Score -2115434 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2116398.250000 Penalty: 4851.786621
	Iteration 7F: 3 clusters Score -2116398 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2117451.500000 Penalty: 4851.786621
	Iteration 8F: 3 clusters Score -2117452 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2118219.250000 Penalty: 4851.786621
	Iteration 9Q: 3 clusters Score -2118219 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2118684.000000 Penalty: 4851.786621
	Iteration 10Q: 3 clusters Score -2118684 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2118934.750000 Penalty: 4851.786621
	Iteration 11Q: 3 clusters Score -2118935 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2119102.000000 Penalty: 4851.786621
	Iteration 12Q: 3 clusters Score -2119102 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2119178.000000 Penalty: 4851.786621
	Iteration 13Q: 3 clusters Score -2119178 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2119226.000000 Penalty: 4851.786621
	Iteration 14Q: 3 clusters Score -2119226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2119251.500000 Penalty: 4851.786621
	Iteration 15Q: 3 clusters Score -2119252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2119282.750000 Penalty: 4851.786621
	Iteration 16Q: 3 clusters Score -2119283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2119295.250000 Penalty: 4851.786621
	Iteration 17Q: 3 clusters Score -2119295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2119311.000000 Penalty: 4851.786621
	Iteration 18Q: 3 clusters Score -2119311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2119316.250000 Penalty: 4851.786621
	Iteration 19Q: 3 clusters Score -2119316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2119322.750000 Penalty: 4851.786621
	Iteration 20F: 3 clusters Score -2119323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2119330.250000 Penalty: 4851.786621
	Iteration 21Q: 3 clusters Score -2119330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2119339.000000 Penalty: 4851.786621
	Iteration 22Q: 3 clusters Score -2119339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2119346.250000 Penalty: 4851.786621
	Iteration 23Q: 3 clusters Score -2119346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2119350.000000 Penalty: 4851.786621
	Iteration 24Q: 3 clusters Score -2119350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2119351.250000 Penalty: 4851.786621
	Iteration 25Q: 3 clusters Score -2119351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2119353.000000 Penalty: 4851.786621
	Iteration 26Q: 3 clusters Score -2119353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2119354.000000 Penalty: 4851.786621
	Iteration 27Q: 3 clusters Score -2119354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2119354.000000 Penalty: 4851.786621
	Iteration 28F: 3 clusters Score -2119354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Entering Unmasked Estep 
Score: -386754.031250 Penalty: 2012.055420
	Iteration 0F: 2 clusters Score -386754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -383295.375000 Penalty: 4024.110840
	Iteration 0F: 3 clusters Score -383295.4 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -383995.718750 Penalty: 4024.110840
	Iteration 1F: 3 clusters Score -383995.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -384166.593750 Penalty: 4024.110840
	Iteration 2F: 3 clusters Score -384166.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -384274.218750 Penalty: 4024.110840
	Iteration 3Q: 3 clusters Score -384274.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -384324.218750 Penalty: 4024.110840
	Iteration 4Q: 3 clusters Score -384324.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -384360.906250 Penalty: 4024.110840
	Iteration 5Q: 3 clusters Score -384360.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -384393.468750 Penalty: 4024.110840
	Iteration 6Q: 3 clusters Score -384393.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -384422.687500 Penalty: 4024.110840
	Iteration 7Q: 3 clusters Score -384422.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -384444.968750 Penalty: 4024.110840
	Iteration 8Q: 3 clusters Score -384445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -384467.656250 Penalty: 4024.110840
	Iteration 9Q: 3 clusters Score -384467.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -384485.187500 Penalty: 4024.110840
	Iteration 10Q: 3 clusters Score -384485.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -384502.156250 Penalty: 4024.110840
	Iteration 11Q: 3 clusters Score -384502.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -384522.093750 Penalty: 4024.110840
	Iteration 12Q: 3 clusters Score -384522.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -384536.875000 Penalty: 4024.110840
	Iteration 13Q: 3 clusters Score -384536.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -384549.875000 Penalty: 4024.110840
	Iteration 14Q: 3 clusters Score -384549.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -384561.000000 Penalty: 4024.110840
	Iteration 15Q: 3 clusters Score -384561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -384569.625000 Penalty: 4024.110840
	Iteration 16Q: 3 clusters Score -384569.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -384578.062500 Penalty: 4024.110840
	Iteration 17Q: 3 clusters Score -384578.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -384585.718750 Penalty: 4024.110840
	Iteration 18Q: 3 clusters Score -384585.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -384600.218750 Penalty: 4024.110840
	Iteration 19Q: 3 clusters Score -384600.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -384611.437500 Penalty: 4024.110840
	Iteration 20F: 3 clusters Score -384611.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -384621.281250 Penalty: 4024.110840
	Iteration 21Q: 3 clusters Score -384621.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -384632.875000 Penalty: 4024.110840
	Iteration 22Q: 3 clusters Score -384632.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -384647.312500 Penalty: 4024.110840
	Iteration 23Q: 3 clusters Score -384647.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -384659.750000 Penalty: 4024.110840
	Iteration 24Q: 3 clusters Score -384659.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -384671.156250 Penalty: 4024.110840
	Iteration 25Q: 3 clusters Score -384671.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -384684.125000 Penalty: 4024.110840
	Iteration 26Q: 3 clusters Score -384684.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -384702.531250 Penalty: 4024.110840
	Iteration 27Q: 3 clusters Score -384702.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -384719.593750 Penalty: 4024.110840
	Iteration 28Q: 3 clusters Score -384719.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -384738.093750 Penalty: 4024.110840
	Iteration 29Q: 3 clusters Score -384738.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -384752.406250 Penalty: 4024.110840
	Iteration 30Q: 3 clusters Score -384752.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -384773.156250 Penalty: 4024.110840
	Iteration 31Q: 3 clusters Score -384773.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -384794.843750 Penalty: 4024.110840
	Iteration 32Q: 3 clusters Score -384794.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -384814.812500 Penalty: 4024.110840
	Iteration 33Q: 3 clusters Score -384814.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -384826.593750 Penalty: 4024.110840
	Iteration 34Q: 3 clusters Score -384826.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -384841.531250 Penalty: 4024.110840
	Iteration 35Q: 3 clusters Score -384841.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -384854.750000 Penalty: 4024.110840
	Iteration 36Q: 3 clusters Score -384854.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -384861.781250 Penalty: 4024.110840
	Iteration 37Q: 3 clusters Score -384861.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -384871.718750 Penalty: 4024.110840
	Iteration 38Q: 3 clusters Score -384871.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -384881.187500 Penalty: 4024.110840
	Iteration 39Q: 3 clusters Score -384881.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -384894.218750 Penalty: 4024.110840
	Iteration 40F: 3 clusters Score -384894.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -384907.062500 Penalty: 4024.110840
	Iteration 41Q: 3 clusters Score -384907.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -384915.187500 Penalty: 4024.110840
	Iteration 42Q: 3 clusters Score -384915.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -384919.750000 Penalty: 4024.110840
	Iteration 43Q: 3 clusters Score -384919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -384922.000000 Penalty: 4024.110840
	Iteration 44Q: 3 clusters Score -384922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -384927.343750 Penalty: 4024.110840
	Iteration 45Q: 3 clusters Score -384927.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -384937.562500 Penalty: 4024.110840
	Iteration 46Q: 3 clusters Score -384937.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -384942.093750 Penalty: 4024.110840
	Iteration 47Q: 3 clusters Score -384942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -384944.781250 Penalty: 4024.110840
	Iteration 48Q: 3 clusters Score -384944.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -384946.625000 Penalty: 4024.110840
	Iteration 49Q: 3 clusters Score -384946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -384948.812500 Penalty: 4024.110840
	Iteration 50Q: 3 clusters Score -384948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -384949.406250 Penalty: 4024.110840
	Iteration 51Q: 3 clusters Score -384949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -384949.406250 Penalty: 4024.110840
	Iteration 52F: 3 clusters Score -384949.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Entering Unmasked Estep 
Score: -1536847.875000 Penalty: 2350.562500
	Iteration 0F: 2 clusters Score -1536848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1527217.750000 Penalty: 4701.125000
	Iteration 0F: 3 clusters Score -1527218 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1530349.000000 Penalty: 4701.125000
	Iteration 1F: 3 clusters Score -1530349 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1530816.125000 Penalty: 4701.125000
	Iteration 2F: 3 clusters Score -1530816 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1531276.000000 Penalty: 4701.125000
	Iteration 3F: 3 clusters Score -1531276 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1531713.250000 Penalty: 4701.125000
	Iteration 4F: 3 clusters Score -1531713 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1532196.250000 Penalty: 4701.125000
	Iteration 5F: 3 clusters Score -1532196 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1532669.000000 Penalty: 4701.125000
	Iteration 6F: 3 clusters Score -1532669 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1533072.750000 Penalty: 4701.125000
	Iteration 7Q: 3 clusters Score -1533073 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1533412.625000 Penalty: 4701.125000
	Iteration 8Q: 3 clusters Score -1533413 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1533680.375000 Penalty: 4701.125000
	Iteration 9Q: 3 clusters Score -1533680 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1533875.625000 Penalty: 4701.125000
	Iteration 10Q: 3 clusters Score -1533876 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1534031.375000 Penalty: 4701.125000
	Iteration 11Q: 3 clusters Score -1534031 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1534197.250000 Penalty: 4701.125000
	Iteration 12Q: 3 clusters Score -1534197 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1534327.875000 Penalty: 4701.125000
	Iteration 13Q: 3 clusters Score -1534328 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1534436.125000 Penalty: 4701.125000
	Iteration 14Q: 3 clusters Score -1534436 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1534538.875000 Penalty: 4701.125000
	Iteration 15Q: 3 clusters Score -1534539 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1534617.750000 Penalty: 4701.125000
	Iteration 16Q: 3 clusters Score -1534618 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1534667.000000 Penalty: 4701.125000
	Iteration 17Q: 3 clusters Score -1534667 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1534710.250000 Penalty: 4701.125000
	Iteration 18Q: 3 clusters Score -1534710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1534737.125000 Penalty: 4701.125000
	Iteration 19Q: 3 clusters Score -1534737 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1534758.250000 Penalty: 4701.125000
	Iteration 20F: 3 clusters Score -1534758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1534783.500000 Penalty: 4701.125000
	Iteration 21Q: 3 clusters Score -1534784 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1534794.750000 Penalty: 4701.125000
	Iteration 22Q: 3 clusters Score -1534795 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1534812.750000 Penalty: 4701.125000
	Iteration 23Q: 3 clusters Score -1534813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1534823.875000 Penalty: 4701.125000
	Iteration 24Q: 3 clusters Score -1534824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1534831.625000 Penalty: 4701.125000
	Iteration 25Q: 3 clusters Score -1534832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1534838.875000 Penalty: 4701.125000
	Iteration 26Q: 3 clusters Score -1534839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1534845.625000 Penalty: 4701.125000
	Iteration 27Q: 3 clusters Score -1534846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1534852.125000 Penalty: 4701.125000
	Iteration 28Q: 3 clusters Score -1534852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1534864.500000 Penalty: 4701.125000
	Iteration 29Q: 3 clusters Score -1534864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1534875.625000 Penalty: 4701.125000
	Iteration 30Q: 3 clusters Score -1534876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1534887.125000 Penalty: 4701.125000
	Iteration 31Q: 3 clusters Score -1534887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1534898.375000 Penalty: 4701.125000
	Iteration 32Q: 3 clusters Score -1534898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1534900.625000 Penalty: 4701.125000
	Iteration 33Q: 3 clusters Score -1534901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1534908.875000 Penalty: 4701.125000
	Iteration 34Q: 3 clusters Score -1534909 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1534914.875000 Penalty: 4701.125000
	Iteration 35Q: 3 clusters Score -1534915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1534921.750000 Penalty: 4701.125000
	Iteration 36Q: 3 clusters Score -1534922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1534924.500000 Penalty: 4701.125000
	Iteration 37Q: 3 clusters Score -1534924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1534926.375000 Penalty: 4701.125000
	Iteration 38Q: 3 clusters Score -1534926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1534932.750000 Penalty: 4701.125000
	Iteration 39Q: 3 clusters Score -1534933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1534934.125000 Penalty: 4701.125000
	Iteration 40F: 3 clusters Score -1534934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1534937.375000 Penalty: 4701.125000
	Iteration 41Q: 3 clusters Score -1534937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1534940.500000 Penalty: 4701.125000
	Iteration 42Q: 3 clusters Score -1534940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1534944.250000 Penalty: 4701.125000
	Iteration 43Q: 3 clusters Score -1534944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1534949.375000 Penalty: 4701.125000
	Iteration 44Q: 3 clusters Score -1534949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1534949.125000 Penalty: 4701.125000
	Iteration 45Q: 3 clusters Score -1534949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1534947.625000 Penalty: 4701.125000
	Iteration 46Q: 3 clusters Score -1534948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1534951.250000 Penalty: 4701.125000
	Iteration 47Q: 3 clusters Score -1534951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1534956.125000 Penalty: 4701.125000
	Iteration 48Q: 3 clusters Score -1534956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1534956.000000 Penalty: 4701.125000
	Iteration 49Q: 3 clusters Score -1534956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1534959.375000 Penalty: 4701.125000
	Iteration 50Q: 3 clusters Score -1534959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1534956.750000 Penalty: 4701.125000
	Iteration 51Q: 3 clusters Score -1534957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1534958.125000 Penalty: 4701.125000
	Iteration 52Q: 3 clusters Score -1534958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1534957.125000 Penalty: 4701.125000
	Iteration 53Q: 3 clusters Score -1534957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1534959.875000 Penalty: 4701.125000
	Iteration 54Q: 3 clusters Score -1534960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1534960.250000 Penalty: 4701.125000
	Iteration 55Q: 3 clusters Score -1534960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1534962.375000 Penalty: 4701.125000
	Iteration 56Q: 3 clusters Score -1534962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1534960.875000 Penalty: 4701.125000
	Iteration 57Q: 3 clusters Score -1534961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1534961.250000 Penalty: 4701.125000
	Iteration 58Q: 3 clusters Score -1534961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1534962.000000 Penalty: 4701.125000
	Iteration 59Q: 3 clusters Score -1534962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1534961.375000 Penalty: 4701.125000
	Iteration 60F: 3 clusters Score -1534961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1534960.625000 Penalty: 4701.125000
	Iteration 61Q: 3 clusters Score -1534961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1534960.875000 Penalty: 4701.125000
	Iteration 62Q: 3 clusters Score -1534961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1534959.250000 Penalty: 4701.125000
	Iteration 63Q: 3 clusters Score -1534959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1534959.250000 Penalty: 4701.125000
	Iteration 64F: 3 clusters Score -1534959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (147008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147008 members 
Entering Unmasked Estep 
Score: -17597634.000000 Penalty: 2950.763916
	Iteration 0F: 2 clusters Score -1.759763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -17499428.000000 Penalty: 5901.527832
	Iteration 0F: 3 clusters Score -1.749943e+07 nChanged 70175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71465 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -17539812.000000 Penalty: 5901.527832
	Iteration 1F: 3 clusters Score -1.753981e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70172 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -17540708.000000 Penalty: 5901.527832
	Iteration 2Q: 3 clusters Score -1.754071e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -17541780.000000 Penalty: 5901.527832
	Iteration 3Q: 3 clusters Score -1.754178e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -17543216.000000 Penalty: 5901.527832
	Iteration 4Q: 3 clusters Score -1.754322e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 86425 members 
Entering Unmasked Estep 
Score: -17545644.000000 Penalty: 5901.527832
	Iteration 5Q: 3 clusters Score -1.754564e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 93207 members 
Entering Unmasked Estep 
Score: -17549724.000000 Penalty: 5901.527832
	Iteration 6F: 3 clusters Score -1.754972e+07 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 102603 members 
Entering Unmasked Estep 
Score: -17556940.000000 Penalty: 5901.527832
	Iteration 7F: 3 clusters Score -1.755694e+07 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 114299 members 
Entering Unmasked Estep 
Score: -17567454.000000 Penalty: 5901.527832
	Iteration 8F: 3 clusters Score -1.756745e+07 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 125532 members 
Entering Unmasked Estep 
Score: -17578826.000000 Penalty: 5901.527832
	Iteration 9F: 3 clusters Score -1.757883e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 133208 members 
Entering Unmasked Estep 
Score: -17587134.000000 Penalty: 5901.527832
	Iteration 10F: 3 clusters Score -1.758713e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 136905 members 
Entering Unmasked Estep 
Score: -17591648.000000 Penalty: 5901.527832
	Iteration 11Q: 3 clusters Score -1.759165e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 138413 members 
Entering Unmasked Estep 
Score: -17593528.000000 Penalty: 5901.527832
	Iteration 12Q: 3 clusters Score -1.759353e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 139225 members 
Entering Unmasked Estep 
Score: -17594384.000000 Penalty: 5901.527832
	Iteration 13Q: 3 clusters Score -1.759438e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 139787 members 
Entering Unmasked Estep 
Score: -17594778.000000 Penalty: 5901.527832
	Iteration 14Q: 3 clusters Score -1.759478e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 140265 members 
Entering Unmasked Estep 
Score: -17594978.000000 Penalty: 5901.527832
	Iteration 15Q: 3 clusters Score -1.759498e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 140646 members 
Entering Unmasked Estep 
Score: -17595094.000000 Penalty: 5901.527832
	Iteration 16Q: 3 clusters Score -1.759509e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 140964 members 
Entering Unmasked Estep 
Score: -17595192.000000 Penalty: 5901.527832
	Iteration 17Q: 3 clusters Score -1.759519e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 141224 members 
Entering Unmasked Estep 
Score: -17595270.000000 Penalty: 5901.527832
	Iteration 18Q: 3 clusters Score -1.759527e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 141456 members 
Entering Unmasked Estep 
Score: -17595288.000000 Penalty: 5901.527832
	Iteration 19Q: 3 clusters Score -1.759529e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 141666 members 
Entering Unmasked Estep 
Score: -17595298.000000 Penalty: 5901.527832
	Iteration 20F: 3 clusters Score -1.75953e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 141847 members 
Entering Unmasked Estep 
Score: -17595368.000000 Penalty: 5901.527832
	Iteration 21Q: 3 clusters Score -1.759537e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 141990 members 
Entering Unmasked Estep 
Score: -17595368.000000 Penalty: 5901.527832
	Iteration 22Q: 3 clusters Score -1.759537e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 142099 members 
Entering Unmasked Estep 
Score: -17595406.000000 Penalty: 5901.527832
	Iteration 23Q: 3 clusters Score -1.759541e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 142211 members 
Entering Unmasked Estep 
Score: -17595400.000000 Penalty: 5901.527832
	Iteration 24Q: 3 clusters Score -1.75954e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 142335 members 
Entering Unmasked Estep 
Score: -17595426.000000 Penalty: 5901.527832
	Iteration 25Q: 3 clusters Score -1.759543e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 142459 members 
Entering Unmasked Estep 
Score: -17595454.000000 Penalty: 5901.527832
	Iteration 26Q: 3 clusters Score -1.759545e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 142559 members 
Entering Unmasked Estep 
Score: -17595536.000000 Penalty: 5901.527832
	Iteration 27Q: 3 clusters Score -1.759554e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 142651 members 
Entering Unmasked Estep 
Score: -17595502.000000 Penalty: 5901.527832
	Iteration 28Q: 3 clusters Score -1.75955e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 142733 members 
Entering Unmasked Estep 
Score: -17595484.000000 Penalty: 5901.527832
	Iteration 29Q: 3 clusters Score -1.759548e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 142793 members 
Entering Unmasked Estep 
Score: -17595476.000000 Penalty: 5901.527832
	Iteration 30Q: 3 clusters Score -1.759548e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 142861 members 
Entering Unmasked Estep 
Score: -17595492.000000 Penalty: 5901.527832
	Iteration 31Q: 3 clusters Score -1.759549e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 142913 members 
Entering Unmasked Estep 
Score: -17595502.000000 Penalty: 5901.527832
	Iteration 32Q: 3 clusters Score -1.75955e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 142956 members 
Entering Unmasked Estep 
Score: -17595516.000000 Penalty: 5901.527832
	Iteration 33Q: 3 clusters Score -1.759552e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 142999 members 
Entering Unmasked Estep 
Score: -17595534.000000 Penalty: 5901.527832
	Iteration 34Q: 3 clusters Score -1.759553e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 143041 members 
Entering Unmasked Estep 
Score: -17595532.000000 Penalty: 5901.527832
	Iteration 35Q: 3 clusters Score -1.759553e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 143075 members 
Entering Unmasked Estep 
Score: -17595514.000000 Penalty: 5901.527832
	Iteration 36Q: 3 clusters Score -1.759551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 143104 members 
Entering Unmasked Estep 
Score: -17595524.000000 Penalty: 5901.527832
	Iteration 37Q: 3 clusters Score -1.759552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 143128 members 
Entering Unmasked Estep 
Score: -17595512.000000 Penalty: 5901.527832
	Iteration 38Q: 3 clusters Score -1.759551e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 143162 members 
Entering Unmasked Estep 
Score: -17595512.000000 Penalty: 5901.527832
	Iteration 39Q: 3 clusters Score -1.759551e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 143188 members 
Entering Unmasked Estep 
Score: -17595522.000000 Penalty: 5901.527832
	Iteration 40F: 3 clusters Score -1.759552e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 143217 members 
Entering Unmasked Estep 
Score: -17595534.000000 Penalty: 5901.527832
	Iteration 41Q: 3 clusters Score -1.759553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 143236 members 
Entering Unmasked Estep 
Score: -17595534.000000 Penalty: 5901.527832
	Iteration 42Q: 3 clusters Score -1.759553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 143255 members 
Entering Unmasked Estep 
Score: -17595534.000000 Penalty: 5901.527832
	Iteration 43Q: 3 clusters Score -1.759553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 143269 members 
Entering Unmasked Estep 
Score: -17595558.000000 Penalty: 5901.527832
	Iteration 44Q: 3 clusters Score -1.759556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 143284 members 
Entering Unmasked Estep 
Score: -17595544.000000 Penalty: 5901.527832
	Iteration 45Q: 3 clusters Score -1.759554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 143296 members 
Entering Unmasked Estep 
Score: -17595538.000000 Penalty: 5901.527832
	Iteration 46Q: 3 clusters Score -1.759554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 143315 members 
Entering Unmasked Estep 
Score: -17595530.000000 Penalty: 5901.527832
	Iteration 47Q: 3 clusters Score -1.759553e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 143339 members 
Entering Unmasked Estep 
Score: -17595550.000000 Penalty: 5901.527832
	Iteration 48Q: 3 clusters Score -1.759555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 143357 members 
Entering Unmasked Estep 
Score: -17595540.000000 Penalty: 5901.527832
	Iteration 49Q: 3 clusters Score -1.759554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 143372 members 
Entering Unmasked Estep 
Score: -17595554.000000 Penalty: 5901.527832
	Iteration 50Q: 3 clusters Score -1.759555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 143380 members 
Entering Unmasked Estep 
Score: -17595544.000000 Penalty: 5901.527832
	Iteration 51Q: 3 clusters Score -1.759554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 143390 members 
Entering Unmasked Estep 
Score: -17595548.000000 Penalty: 5901.527832
	Iteration 52Q: 3 clusters Score -1.759555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 143402 members 
Entering Unmasked Estep 
Score: -17595544.000000 Penalty: 5901.527832
	Iteration 53Q: 3 clusters Score -1.759554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 143418 members 
Entering Unmasked Estep 
Score: -17595564.000000 Penalty: 5901.527832
	Iteration 54Q: 3 clusters Score -1.759556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 143428 members 
Entering Unmasked Estep 
Score: -17595556.000000 Penalty: 5901.527832
	Iteration 55Q: 3 clusters Score -1.759556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 143435 members 
Entering Unmasked Estep 
Score: -17595562.000000 Penalty: 5901.527832
	Iteration 56Q: 3 clusters Score -1.759556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 143451 members 
Entering Unmasked Estep 
Score: -17595554.000000 Penalty: 5901.527832
	Iteration 57Q: 3 clusters Score -1.759555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -17595546.000000 Penalty: 5901.527832
	Iteration 58Q: 3 clusters Score -1.759555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 143471 members 
Entering Unmasked Estep 
Score: -17595556.000000 Penalty: 5901.527832
	Iteration 59Q: 3 clusters Score -1.759556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 143476 members 
Entering Unmasked Estep 
Score: -17595548.000000 Penalty: 5901.527832
	Iteration 60F: 3 clusters Score -1.759555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 143479 members 
Entering Unmasked Estep 
Score: -17595558.000000 Penalty: 5901.527832
	Iteration 61Q: 3 clusters Score -1.759556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 143483 members 
Entering Unmasked Estep 
Score: -17595550.000000 Penalty: 5901.527832
	Iteration 62Q: 3 clusters Score -1.759555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 143486 members 
Entering Unmasked Estep 
Score: -17595560.000000 Penalty: 5901.527832
	Iteration 63Q: 3 clusters Score -1.759556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 143491 members 
Entering Unmasked Estep 
Score: -17595556.000000 Penalty: 5901.527832
	Iteration 64Q: 3 clusters Score -1.759556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 143499 members 
Entering Unmasked Estep 
Score: -17595560.000000 Penalty: 5901.527832
	Iteration 65Q: 3 clusters Score -1.759556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 143505 members 
Entering Unmasked Estep 
Score: -17595580.000000 Penalty: 5901.527832
	Iteration 66Q: 3 clusters Score -1.759558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 143514 members 
Entering Unmasked Estep 
Score: -17595580.000000 Penalty: 5901.527832
	Iteration 67Q: 3 clusters Score -1.759558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 143524 members 
Entering Unmasked Estep 
Score: -17595568.000000 Penalty: 5901.527832
	Iteration 68Q: 3 clusters Score -1.759557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 143531 members 
Entering Unmasked Estep 
Score: -17595572.000000 Penalty: 5901.527832
	Iteration 69Q: 3 clusters Score -1.759557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 143535 members 
Entering Unmasked Estep 
Score: -17595564.000000 Penalty: 5901.527832
	Iteration 70Q: 3 clusters Score -1.759556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 143537 members 
Entering Unmasked Estep 
Score: -17595562.000000 Penalty: 5901.527832
	Iteration 71Q: 3 clusters Score -1.759556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 143540 members 
Entering Unmasked Estep 
Score: -17595560.000000 Penalty: 5901.527832
	Iteration 72Q: 3 clusters Score -1.759556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 143540 members 
Entering Unmasked Estep 
Score: -17595564.000000 Penalty: 5901.527832
	Iteration 73Q: 3 clusters Score -1.759556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 143543 members 
Entering Unmasked Estep 
Score: -17595564.000000 Penalty: 5901.527832
	Iteration 74Q: 3 clusters Score -1.759556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 143544 members 
Entering Unmasked Estep 
Score: -17595572.000000 Penalty: 5901.527832
	Iteration 75Q: 3 clusters Score -1.759557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 143547 members 
Entering Unmasked Estep 
Score: -17595564.000000 Penalty: 5901.527832
	Iteration 76Q: 3 clusters Score -1.759556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 143550 members 
Entering Unmasked Estep 
Score: -17595562.000000 Penalty: 5901.527832
	Iteration 77Q: 3 clusters Score -1.759556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 143551 members 
Entering Unmasked Estep 
Score: -17595560.000000 Penalty: 5901.527832
	Iteration 78Q: 3 clusters Score -1.759556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 143551 members 
Entering Unmasked Estep 
Score: -17595560.000000 Penalty: 5901.527832
	Iteration 79Q: 3 clusters Score -1.759556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 143552 members 
Entering Unmasked Estep 
Score: -17595564.000000 Penalty: 5901.527832
	Iteration 80F: 3 clusters Score -1.759556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 143553 members 
Entering Unmasked Estep 
Score: -17595566.000000 Penalty: 5901.527832
	Iteration 81Q: 3 clusters Score -1.759557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 143553 members 
Entering Unmasked Estep 
Score: -17595566.000000 Penalty: 5901.527832
	Iteration 82F: 3 clusters Score -1.759557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Entering Unmasked Estep 
Score: -4918214.500000 Penalty: 2644.060059
	Iteration 0F: 2 clusters Score -4918214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -4889384.000000 Penalty: 5288.120117
	Iteration 0F: 3 clusters Score -4889384 nChanged 19482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -4900242.500000 Penalty: 5288.120117
	Iteration 1F: 3 clusters Score -4900242 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -4900953.500000 Penalty: 5288.120117
	Iteration 2Q: 3 clusters Score -4900954 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -4901744.000000 Penalty: 5288.120117
	Iteration 3Q: 3 clusters Score -4901744 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -4902550.000000 Penalty: 5288.120117
	Iteration 4Q: 3 clusters Score -4902550 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -4903289.500000 Penalty: 5288.120117
	Iteration 5Q: 3 clusters Score -4903290 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -4903963.000000 Penalty: 5288.120117
	Iteration 6Q: 3 clusters Score -4903963 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -4904587.000000 Penalty: 5288.120117
	Iteration 7Q: 3 clusters Score -4904587 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -4905136.000000 Penalty: 5288.120117
	Iteration 8Q: 3 clusters Score -4905136 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -4905660.000000 Penalty: 5288.120117
	Iteration 9Q: 3 clusters Score -4905660 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -4906208.000000 Penalty: 5288.120117
	Iteration 10Q: 3 clusters Score -4906208 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -4906772.000000 Penalty: 5288.120117
	Iteration 11Q: 3 clusters Score -4906772 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -4907357.000000 Penalty: 5288.120117
	Iteration 12Q: 3 clusters Score -4907357 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -4908006.500000 Penalty: 5288.120117
	Iteration 13Q: 3 clusters Score -4908006 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -4908546.000000 Penalty: 5288.120117
	Iteration 14Q: 3 clusters Score -4908546 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -4908990.000000 Penalty: 5288.120117
	Iteration 15Q: 3 clusters Score -4908990 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -4909320.500000 Penalty: 5288.120117
	Iteration 16Q: 3 clusters Score -4909320 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -4909585.000000 Penalty: 5288.120117
	Iteration 17Q: 3 clusters Score -4909585 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4909753.000000 Penalty: 5288.120117
	Iteration 18Q: 3 clusters Score -4909753 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -4909857.000000 Penalty: 5288.120117
	Iteration 19Q: 3 clusters Score -4909857 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4909962.000000 Penalty: 5288.120117
	Iteration 20F: 3 clusters Score -4909962 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -4910044.500000 Penalty: 5288.120117
	Iteration 21Q: 3 clusters Score -4910044 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -4910123.500000 Penalty: 5288.120117
	Iteration 22Q: 3 clusters Score -4910124 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4910203.500000 Penalty: 5288.120117
	Iteration 23Q: 3 clusters Score -4910204 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -4910280.000000 Penalty: 5288.120117
	Iteration 24Q: 3 clusters Score -4910280 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4910376.500000 Penalty: 5288.120117
	Iteration 25Q: 3 clusters Score -4910376 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -4910436.000000 Penalty: 5288.120117
	Iteration 26Q: 3 clusters Score -4910436 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -4910502.000000 Penalty: 5288.120117
	Iteration 27Q: 3 clusters Score -4910502 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4910604.000000 Penalty: 5288.120117
	Iteration 28Q: 3 clusters Score -4910604 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -4910696.500000 Penalty: 5288.120117
	Iteration 29Q: 3 clusters Score -4910696 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -4910763.500000 Penalty: 5288.120117
	Iteration 30Q: 3 clusters Score -4910764 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4910844.000000 Penalty: 5288.120117
	Iteration 31Q: 3 clusters Score -4910844 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -4910937.500000 Penalty: 5288.120117
	Iteration 32Q: 3 clusters Score -4910938 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -4911015.000000 Penalty: 5288.120117
	Iteration 33Q: 3 clusters Score -4911015 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4911100.500000 Penalty: 5288.120117
	Iteration 34Q: 3 clusters Score -4911100 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -4911240.500000 Penalty: 5288.120117
	Iteration 35Q: 3 clusters Score -4911240 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -4911410.500000 Penalty: 5288.120117
	Iteration 36Q: 3 clusters Score -4911410 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -4911570.000000 Penalty: 5288.120117
	Iteration 37Q: 3 clusters Score -4911570 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -4911755.000000 Penalty: 5288.120117
	Iteration 38Q: 3 clusters Score -4911755 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -4911958.500000 Penalty: 5288.120117
	Iteration 39Q: 3 clusters Score -4911958 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -4912192.500000 Penalty: 5288.120117
	Iteration 40F: 3 clusters Score -4912192 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -4912463.500000 Penalty: 5288.120117
	Iteration 41Q: 3 clusters Score -4912464 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -4912737.000000 Penalty: 5288.120117
	Iteration 42Q: 3 clusters Score -4912737 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -4913037.000000 Penalty: 5288.120117
	Iteration 43Q: 3 clusters Score -4913037 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -4913416.500000 Penalty: 5288.120117
	Iteration 44Q: 3 clusters Score -4913416 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -4913759.000000 Penalty: 5288.120117
	Iteration 45Q: 3 clusters Score -4913759 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -4914147.000000 Penalty: 5288.120117
	Iteration 46Q: 3 clusters Score -4914147 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -4914507.500000 Penalty: 5288.120117
	Iteration 47Q: 3 clusters Score -4914508 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -4914860.000000 Penalty: 5288.120117
	Iteration 48Q: 3 clusters Score -4914860 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4915120.000000 Penalty: 5288.120117
	Iteration 49Q: 3 clusters Score -4915120 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4915360.500000 Penalty: 5288.120117
	Iteration 50Q: 3 clusters Score -4915360 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4915572.000000 Penalty: 5288.120117
	Iteration 51Q: 3 clusters Score -4915572 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4915747.500000 Penalty: 5288.120117
	Iteration 52Q: 3 clusters Score -4915748 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4915882.000000 Penalty: 5288.120117
	Iteration 53Q: 3 clusters Score -4915882 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -4915965.500000 Penalty: 5288.120117
	Iteration 54Q: 3 clusters Score -4915966 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4916033.500000 Penalty: 5288.120117
	Iteration 55Q: 3 clusters Score -4916034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4916085.000000 Penalty: 5288.120117
	Iteration 56Q: 3 clusters Score -4916085 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4916108.000000 Penalty: 5288.120117
	Iteration 57Q: 3 clusters Score -4916108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4916133.000000 Penalty: 5288.120117
	Iteration 58Q: 3 clusters Score -4916133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4916145.500000 Penalty: 5288.120117
	Iteration 59Q: 3 clusters Score -4916146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4916158.500000 Penalty: 5288.120117
	Iteration 60F: 3 clusters Score -4916158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4916173.000000 Penalty: 5288.120117
	Iteration 61Q: 3 clusters Score -4916173 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4916182.500000 Penalty: 5288.120117
	Iteration 62Q: 3 clusters Score -4916182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4916197.500000 Penalty: 5288.120117
	Iteration 63Q: 3 clusters Score -4916198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4916209.000000 Penalty: 5288.120117
	Iteration 64Q: 3 clusters Score -4916209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4916209.000000 Penalty: 5288.120117
	Iteration 65Q: 3 clusters Score -4916209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4916219.500000 Penalty: 5288.120117
	Iteration 66Q: 3 clusters Score -4916220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4916233.000000 Penalty: 5288.120117
	Iteration 67Q: 3 clusters Score -4916233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4916228.500000 Penalty: 5288.120117
	Iteration 68Q: 3 clusters Score -4916228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4916237.500000 Penalty: 5288.120117
	Iteration 69Q: 3 clusters Score -4916238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4916245.000000 Penalty: 5288.120117
	Iteration 70Q: 3 clusters Score -4916245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4916238.000000 Penalty: 5288.120117
	Iteration 71Q: 3 clusters Score -4916238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4916235.000000 Penalty: 5288.120117
	Iteration 72Q: 3 clusters Score -4916235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4916233.000000 Penalty: 5288.120117
	Iteration 73Q: 3 clusters Score -4916233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4916240.000000 Penalty: 5288.120117
	Iteration 74Q: 3 clusters Score -4916240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4916238.000000 Penalty: 5288.120117
	Iteration 75Q: 3 clusters Score -4916238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4916252.500000 Penalty: 5288.120117
	Iteration 76Q: 3 clusters Score -4916252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4916242.500000 Penalty: 5288.120117
	Iteration 77Q: 3 clusters Score -4916242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4916244.500000 Penalty: 5288.120117
	Iteration 78Q: 3 clusters Score -4916244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4916254.000000 Penalty: 5288.120117
	Iteration 79Q: 3 clusters Score -4916254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4916257.000000 Penalty: 5288.120117
	Iteration 80F: 3 clusters Score -4916257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4916259.500000 Penalty: 5288.120117
	Iteration 81Q: 3 clusters Score -4916260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4916260.000000 Penalty: 5288.120117
	Iteration 82Q: 3 clusters Score -4916260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4916260.000000 Penalty: 5288.120117
	Iteration 83F: 3 clusters Score -4916260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Entering Unmasked Estep 
Score: -5987073.000000 Penalty: 2682.544922
	Iteration 0F: 2 clusters Score -5987073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -5953732.500000 Penalty: 5365.089844
	Iteration 0F: 3 clusters Score -5953732 nChanged 22830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -5966402.500000 Penalty: 5365.089844
	Iteration 1F: 3 clusters Score -5966402 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -5967172.500000 Penalty: 5365.089844
	Iteration 2Q: 3 clusters Score -5967172 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -5968187.000000 Penalty: 5365.089844
	Iteration 3Q: 3 clusters Score -5968187 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -5969612.500000 Penalty: 5365.089844
	Iteration 4F: 3 clusters Score -5969612 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -5971637.000000 Penalty: 5365.089844
	Iteration 5F: 3 clusters Score -5971637 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -5974237.500000 Penalty: 5365.089844
	Iteration 6F: 3 clusters Score -5974238 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -5977104.000000 Penalty: 5365.089844
	Iteration 7F: 3 clusters Score -5977104 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -5979485.500000 Penalty: 5365.089844
	Iteration 8F: 3 clusters Score -5979486 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -5980822.500000 Penalty: 5365.089844
	Iteration 9Q: 3 clusters Score -5980822 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -5981465.500000 Penalty: 5365.089844
	Iteration 10Q: 3 clusters Score -5981466 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -5981825.000000 Penalty: 5365.089844
	Iteration 11Q: 3 clusters Score -5981825 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -5982032.000000 Penalty: 5365.089844
	Iteration 12Q: 3 clusters Score -5982032 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -5982232.000000 Penalty: 5365.089844
	Iteration 13Q: 3 clusters Score -5982232 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -5982386.500000 Penalty: 5365.089844
	Iteration 14Q: 3 clusters Score -5982386 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -5982545.000000 Penalty: 5365.089844
	Iteration 15Q: 3 clusters Score -5982545 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -5982702.500000 Penalty: 5365.089844
	Iteration 16Q: 3 clusters Score -5982702 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -5982825.500000 Penalty: 5365.089844
	Iteration 17Q: 3 clusters Score -5982826 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -5982942.000000 Penalty: 5365.089844
	Iteration 18Q: 3 clusters Score -5982942 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -5983072.500000 Penalty: 5365.089844
	Iteration 19Q: 3 clusters Score -5983072 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -5983165.000000 Penalty: 5365.089844
	Iteration 20F: 3 clusters Score -5983165 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -5983302.500000 Penalty: 5365.089844
	Iteration 21Q: 3 clusters Score -5983302 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -5983413.500000 Penalty: 5365.089844
	Iteration 22Q: 3 clusters Score -5983414 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -5983529.000000 Penalty: 5365.089844
	Iteration 23Q: 3 clusters Score -5983529 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -5983650.000000 Penalty: 5365.089844
	Iteration 24Q: 3 clusters Score -5983650 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5983731.000000 Penalty: 5365.089844
	Iteration 25Q: 3 clusters Score -5983731 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -5983771.500000 Penalty: 5365.089844
	Iteration 26Q: 3 clusters Score -5983772 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -5983870.500000 Penalty: 5365.089844
	Iteration 27Q: 3 clusters Score -5983870 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -5983946.000000 Penalty: 5365.089844
	Iteration 28Q: 3 clusters Score -5983946 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -5984032.500000 Penalty: 5365.089844
	Iteration 29Q: 3 clusters Score -5984032 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5984130.500000 Penalty: 5365.089844
	Iteration 30Q: 3 clusters Score -5984130 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -5984207.500000 Penalty: 5365.089844
	Iteration 31Q: 3 clusters Score -5984208 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5984265.000000 Penalty: 5365.089844
	Iteration 32Q: 3 clusters Score -5984265 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5984325.000000 Penalty: 5365.089844
	Iteration 33Q: 3 clusters Score -5984325 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5984377.000000 Penalty: 5365.089844
	Iteration 34Q: 3 clusters Score -5984377 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5984430.500000 Penalty: 5365.089844
	Iteration 35Q: 3 clusters Score -5984430 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5984474.000000 Penalty: 5365.089844
	Iteration 36Q: 3 clusters Score -5984474 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5984504.500000 Penalty: 5365.089844
	Iteration 37Q: 3 clusters Score -5984504 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5984538.500000 Penalty: 5365.089844
	Iteration 38Q: 3 clusters Score -5984538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5984579.000000 Penalty: 5365.089844
	Iteration 39Q: 3 clusters Score -5984579 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5984605.000000 Penalty: 5365.089844
	Iteration 40F: 3 clusters Score -5984605 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5984616.500000 Penalty: 5365.089844
	Iteration 41Q: 3 clusters Score -5984616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5984626.000000 Penalty: 5365.089844
	Iteration 42Q: 3 clusters Score -5984626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5984619.000000 Penalty: 5365.089844
	Iteration 43Q: 3 clusters Score -5984619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5984634.000000 Penalty: 5365.089844
	Iteration 44Q: 3 clusters Score -5984634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5984653.000000 Penalty: 5365.089844
	Iteration 45Q: 3 clusters Score -5984653 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5984659.500000 Penalty: 5365.089844
	Iteration 46Q: 3 clusters Score -5984660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5984681.000000 Penalty: 5365.089844
	Iteration 47Q: 3 clusters Score -5984681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5984703.000000 Penalty: 5365.089844
	Iteration 48Q: 3 clusters Score -5984703 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5984705.000000 Penalty: 5365.089844
	Iteration 49Q: 3 clusters Score -5984705 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5984738.500000 Penalty: 5365.089844
	Iteration 50Q: 3 clusters Score -5984738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5984766.000000 Penalty: 5365.089844
	Iteration 51Q: 3 clusters Score -5984766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5984765.000000 Penalty: 5365.089844
	Iteration 52Q: 3 clusters Score -5984765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5984783.500000 Penalty: 5365.089844
	Iteration 53Q: 3 clusters Score -5984784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5984801.000000 Penalty: 5365.089844
	Iteration 54Q: 3 clusters Score -5984801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5984812.000000 Penalty: 5365.089844
	Iteration 55Q: 3 clusters Score -5984812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5984818.000000 Penalty: 5365.089844
	Iteration 56Q: 3 clusters Score -5984818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5984820.000000 Penalty: 5365.089844
	Iteration 57Q: 3 clusters Score -5984820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5984830.500000 Penalty: 5365.089844
	Iteration 58Q: 3 clusters Score -5984830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5984840.000000 Penalty: 5365.089844
	Iteration 59Q: 3 clusters Score -5984840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5984846.500000 Penalty: 5365.089844
	Iteration 60F: 3 clusters Score -5984846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5984849.500000 Penalty: 5365.089844
	Iteration 61Q: 3 clusters Score -5984850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5984857.000000 Penalty: 5365.089844
	Iteration 62Q: 3 clusters Score -5984857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5984855.000000 Penalty: 5365.089844
	Iteration 63Q: 3 clusters Score -5984855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5984854.000000 Penalty: 5365.089844
	Iteration 64Q: 3 clusters Score -5984854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5984862.500000 Penalty: 5365.089844
	Iteration 65Q: 3 clusters Score -5984862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5984872.500000 Penalty: 5365.089844
	Iteration 66Q: 3 clusters Score -5984872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5984885.500000 Penalty: 5365.089844
	Iteration 67Q: 3 clusters Score -5984886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5984878.000000 Penalty: 5365.089844
	Iteration 68Q: 3 clusters Score -5984878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5984878.500000 Penalty: 5365.089844
	Iteration 69Q: 3 clusters Score -5984878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5984874.000000 Penalty: 5365.089844
	Iteration 70Q: 3 clusters Score -5984874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5984874.000000 Penalty: 5365.089844
	Iteration 71Q: 3 clusters Score -5984874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5984877.000000 Penalty: 5365.089844
	Iteration 72Q: 3 clusters Score -5984877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5984874.500000 Penalty: 5365.089844
	Iteration 73Q: 3 clusters Score -5984874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5984881.500000 Penalty: 5365.089844
	Iteration 74Q: 3 clusters Score -5984882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5984880.000000 Penalty: 5365.089844
	Iteration 75Q: 3 clusters Score -5984880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5984880.000000 Penalty: 5365.089844
	Iteration 76F: 3 clusters Score -5984880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Entering Unmasked Estep 
Score: -2822389.250000 Penalty: 2502.651123
	Iteration 0F: 2 clusters Score -2822389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2805621.250000 Penalty: 5005.302246
	Iteration 0F: 3 clusters Score -2805621 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2811348.750000 Penalty: 5005.302246
	Iteration 1F: 3 clusters Score -2811349 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2811740.750000 Penalty: 5005.302246
	Iteration 2Q: 3 clusters Score -2811741 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2812105.000000 Penalty: 5005.302246
	Iteration 3Q: 3 clusters Score -2812105 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2812533.250000 Penalty: 5005.302246
	Iteration 4Q: 3 clusters Score -2812533 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2813045.250000 Penalty: 5005.302246
	Iteration 5Q: 3 clusters Score -2813045 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2813682.750000 Penalty: 5005.302246
	Iteration 6Q: 3 clusters Score -2813683 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2814457.000000 Penalty: 5005.302246
	Iteration 7F: 3 clusters Score -2814457 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2815327.750000 Penalty: 5005.302246
	Iteration 8F: 3 clusters Score -2815328 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2816341.750000 Penalty: 5005.302246
	Iteration 9F: 3 clusters Score -2816342 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2817514.000000 Penalty: 5005.302246
	Iteration 10F: 3 clusters Score -2817514 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2818736.500000 Penalty: 5005.302246
	Iteration 11F: 3 clusters Score -2818736 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2819661.500000 Penalty: 5005.302246
	Iteration 12F: 3 clusters Score -2819662 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2820189.000000 Penalty: 5005.302246
	Iteration 13Q: 3 clusters Score -2820189 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2820472.250000 Penalty: 5005.302246
	Iteration 14Q: 3 clusters Score -2820472 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2820636.500000 Penalty: 5005.302246
	Iteration 15Q: 3 clusters Score -2820636 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2820736.750000 Penalty: 5005.302246
	Iteration 16Q: 3 clusters Score -2820737 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2820818.500000 Penalty: 5005.302246
	Iteration 17Q: 3 clusters Score -2820818 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2820861.500000 Penalty: 5005.302246
	Iteration 18Q: 3 clusters Score -2820862 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2820916.000000 Penalty: 5005.302246
	Iteration 19Q: 3 clusters Score -2820916 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2820942.000000 Penalty: 5005.302246
	Iteration 20F: 3 clusters Score -2820942 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2820957.500000 Penalty: 5005.302246
	Iteration 21Q: 3 clusters Score -2820958 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2820964.250000 Penalty: 5005.302246
	Iteration 22Q: 3 clusters Score -2820964 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2820982.250000 Penalty: 5005.302246
	Iteration 23Q: 3 clusters Score -2820982 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2820996.500000 Penalty: 5005.302246
	Iteration 24Q: 3 clusters Score -2820996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2821005.250000 Penalty: 5005.302246
	Iteration 25Q: 3 clusters Score -2821005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2821016.750000 Penalty: 5005.302246
	Iteration 26Q: 3 clusters Score -2821017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2821021.000000 Penalty: 5005.302246
	Iteration 27Q: 3 clusters Score -2821021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2821016.500000 Penalty: 5005.302246
	Iteration 28Q: 3 clusters Score -2821016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2821020.250000 Penalty: 5005.302246
	Iteration 29Q: 3 clusters Score -2821020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2821024.500000 Penalty: 5005.302246
	Iteration 30Q: 3 clusters Score -2821024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2821024.250000 Penalty: 5005.302246
	Iteration 31Q: 3 clusters Score -2821024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2821020.500000 Penalty: 5005.302246
	Iteration 32Q: 3 clusters Score -2821020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2821021.000000 Penalty: 5005.302246
	Iteration 33Q: 3 clusters Score -2821021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2821023.000000 Penalty: 5005.302246
	Iteration 34Q: 3 clusters Score -2821023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2821033.750000 Penalty: 5005.302246
	Iteration 35Q: 3 clusters Score -2821034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2821034.000000 Penalty: 5005.302246
	Iteration 36Q: 3 clusters Score -2821034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2821046.000000 Penalty: 5005.302246
	Iteration 37Q: 3 clusters Score -2821046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2821040.500000 Penalty: 5005.302246
	Iteration 38Q: 3 clusters Score -2821040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2821048.250000 Penalty: 5005.302246
	Iteration 39Q: 3 clusters Score -2821048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2821045.000000 Penalty: 5005.302246
	Iteration 40F: 3 clusters Score -2821045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2821052.500000 Penalty: 5005.302246
	Iteration 41Q: 3 clusters Score -2821052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2821060.500000 Penalty: 5005.302246
	Iteration 42Q: 3 clusters Score -2821060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2821061.750000 Penalty: 5005.302246
	Iteration 43Q: 3 clusters Score -2821062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2821061.750000 Penalty: 5005.302246
	Iteration 44Q: 3 clusters Score -2821062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2821062.500000 Penalty: 5005.302246
	Iteration 45Q: 3 clusters Score -2821062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2821069.500000 Penalty: 5005.302246
	Iteration 46Q: 3 clusters Score -2821070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2821072.000000 Penalty: 5005.302246
	Iteration 47Q: 3 clusters Score -2821072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2821067.750000 Penalty: 5005.302246
	Iteration 48Q: 3 clusters Score -2821068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2821077.500000 Penalty: 5005.302246
	Iteration 49Q: 3 clusters Score -2821078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2821076.500000 Penalty: 5005.302246
	Iteration 50Q: 3 clusters Score -2821076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2821077.500000 Penalty: 5005.302246
	Iteration 51Q: 3 clusters Score -2821078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2821075.500000 Penalty: 5005.302246
	Iteration 52Q: 3 clusters Score -2821076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2821074.000000 Penalty: 5005.302246
	Iteration 53Q: 3 clusters Score -2821074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2821074.750000 Penalty: 5005.302246
	Iteration 54Q: 3 clusters Score -2821075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2821080.750000 Penalty: 5005.302246
	Iteration 55Q: 3 clusters Score -2821081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2821082.500000 Penalty: 5005.302246
	Iteration 56Q: 3 clusters Score -2821082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2821081.000000 Penalty: 5005.302246
	Iteration 57Q: 3 clusters Score -2821081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2821089.000000 Penalty: 5005.302246
	Iteration 58Q: 3 clusters Score -2821089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2821085.500000 Penalty: 5005.302246
	Iteration 59Q: 3 clusters Score -2821086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2821087.000000 Penalty: 5005.302246
	Iteration 60F: 3 clusters Score -2821087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2821086.250000 Penalty: 5005.302246
	Iteration 61Q: 3 clusters Score -2821086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2821085.000000 Penalty: 5005.302246
	Iteration 62Q: 3 clusters Score -2821085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2821090.250000 Penalty: 5005.302246
	Iteration 63Q: 3 clusters Score -2821090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2821097.000000 Penalty: 5005.302246
	Iteration 64Q: 3 clusters Score -2821097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2821098.250000 Penalty: 5005.302246
	Iteration 65Q: 3 clusters Score -2821098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2821098.500000 Penalty: 5005.302246
	Iteration 66Q: 3 clusters Score -2821098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2821101.000000 Penalty: 5005.302246
	Iteration 67Q: 3 clusters Score -2821101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2821102.250000 Penalty: 5005.302246
	Iteration 68Q: 3 clusters Score -2821102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2821105.250000 Penalty: 5005.302246
	Iteration 69Q: 3 clusters Score -2821105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2821103.500000 Penalty: 5005.302246
	Iteration 70Q: 3 clusters Score -2821104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2821099.500000 Penalty: 5005.302246
	Iteration 71Q: 3 clusters Score -2821100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2821100.750000 Penalty: 5005.302246
	Iteration 72Q: 3 clusters Score -2821101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2821095.750000 Penalty: 5005.302246
	Iteration 73Q: 3 clusters Score -2821096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2821095.250000 Penalty: 5005.302246
	Iteration 74Q: 3 clusters Score -2821095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2821096.000000 Penalty: 5005.302246
	Iteration 75Q: 3 clusters Score -2821096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2821102.250000 Penalty: 5005.302246
	Iteration 76Q: 3 clusters Score -2821102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2821101.000000 Penalty: 5005.302246
	Iteration 77Q: 3 clusters Score -2821101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2821101.500000 Penalty: 5005.302246
	Iteration 78Q: 3 clusters Score -2821102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2821103.750000 Penalty: 5005.302246
	Iteration 79Q: 3 clusters Score -2821104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2821105.250000 Penalty: 5005.302246
	Iteration 80F: 3 clusters Score -2821105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2821109.750000 Penalty: 5005.302246
	Iteration 81Q: 3 clusters Score -2821110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2821106.500000 Penalty: 5005.302246
	Iteration 82Q: 3 clusters Score -2821106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2821109.250000 Penalty: 5005.302246
	Iteration 83Q: 3 clusters Score -2821109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2821113.750000 Penalty: 5005.302246
	Iteration 84Q: 3 clusters Score -2821114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2821109.500000 Penalty: 5005.302246
	Iteration 85Q: 3 clusters Score -2821110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2821112.000000 Penalty: 5005.302246
	Iteration 86Q: 3 clusters Score -2821112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2821112.250000 Penalty: 5005.302246
	Iteration 87Q: 3 clusters Score -2821112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2821113.750000 Penalty: 5005.302246
	Iteration 88Q: 3 clusters Score -2821114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2821111.500000 Penalty: 5005.302246
	Iteration 89Q: 3 clusters Score -2821112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2821116.500000 Penalty: 5005.302246
	Iteration 90Q: 3 clusters Score -2821116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2821118.000000 Penalty: 5005.302246
	Iteration 91Q: 3 clusters Score -2821118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2821116.500000 Penalty: 5005.302246
	Iteration 92Q: 3 clusters Score -2821116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2821115.500000 Penalty: 5005.302246
	Iteration 93Q: 3 clusters Score -2821116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2821114.250000 Penalty: 5005.302246
	Iteration 94Q: 3 clusters Score -2821114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2821114.750000 Penalty: 5005.302246
	Iteration 95Q: 3 clusters Score -2821115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2821115.250000 Penalty: 5005.302246
	Iteration 96Q: 3 clusters Score -2821115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2821114.250000 Penalty: 5005.302246
	Iteration 97Q: 3 clusters Score -2821114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2821116.500000 Penalty: 5005.302246
	Iteration 98Q: 3 clusters Score -2821116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2821118.000000 Penalty: 5005.302246
	Iteration 99Q: 3 clusters Score -2821118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2821115.750000 Penalty: 5005.302246
	Iteration 100F: 3 clusters Score -2821116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2821117.000000 Penalty: 5005.302246
	Iteration 101Q: 3 clusters Score -2821117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2821116.500000 Penalty: 5005.302246
	Iteration 102Q: 3 clusters Score -2821116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2821116.750000 Penalty: 5005.302246
	Iteration 103Q: 3 clusters Score -2821117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2821116.750000 Penalty: 5005.302246
	Iteration 104F: 3 clusters Score -2821117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Entering Unmasked Estep 
Score: -4154571.500000 Penalty: 2594.466797
	Iteration 0F: 2 clusters Score -4154572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -4130856.500000 Penalty: 5188.933594
	Iteration 0F: 3 clusters Score -4130856 nChanged 15854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -4139318.250000 Penalty: 5188.933594
	Iteration 1F: 3 clusters Score -4139318 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -4139769.750000 Penalty: 5188.933594
	Iteration 2Q: 3 clusters Score -4139770 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -4140214.250000 Penalty: 5188.933594
	Iteration 3Q: 3 clusters Score -4140214 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -4140712.750000 Penalty: 5188.933594
	Iteration 4Q: 3 clusters Score -4140713 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4141217.000000 Penalty: 5188.933594
	Iteration 5Q: 3 clusters Score -4141217 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -4141783.500000 Penalty: 5188.933594
	Iteration 6Q: 3 clusters Score -4141784 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -4142416.000000 Penalty: 5188.933594
	Iteration 7Q: 3 clusters Score -4142416 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -4143169.250000 Penalty: 5188.933594
	Iteration 8Q: 3 clusters Score -4143169 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4143939.500000 Penalty: 5188.933594
	Iteration 9Q: 3 clusters Score -4143940 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -4144759.000000 Penalty: 5188.933594
	Iteration 10Q: 3 clusters Score -4144759 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -4145656.250000 Penalty: 5188.933594
	Iteration 11Q: 3 clusters Score -4145656 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -4146564.750000 Penalty: 5188.933594
	Iteration 12Q: 3 clusters Score -4146565 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -4147440.000000 Penalty: 5188.933594
	Iteration 13Q: 3 clusters Score -4147440 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -4148355.250000 Penalty: 5188.933594
	Iteration 14Q: 3 clusters Score -4148355 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -4149093.000000 Penalty: 5188.933594
	Iteration 15Q: 3 clusters Score -4149093 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -4149727.500000 Penalty: 5188.933594
	Iteration 16Q: 3 clusters Score -4149728 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -4150247.500000 Penalty: 5188.933594
	Iteration 17Q: 3 clusters Score -4150248 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -4150670.750000 Penalty: 5188.933594
	Iteration 18Q: 3 clusters Score -4150671 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -4150981.000000 Penalty: 5188.933594
	Iteration 19Q: 3 clusters Score -4150981 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4151224.750000 Penalty: 5188.933594
	Iteration 20F: 3 clusters Score -4151225 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -4151439.250000 Penalty: 5188.933594
	Iteration 21Q: 3 clusters Score -4151439 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4151626.250000 Penalty: 5188.933594
	Iteration 22Q: 3 clusters Score -4151626 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4151778.250000 Penalty: 5188.933594
	Iteration 23Q: 3 clusters Score -4151778 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -4151897.000000 Penalty: 5188.933594
	Iteration 24Q: 3 clusters Score -4151897 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4151982.500000 Penalty: 5188.933594
	Iteration 25Q: 3 clusters Score -4151982 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -4152065.000000 Penalty: 5188.933594
	Iteration 26Q: 3 clusters Score -4152065 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -4152125.000000 Penalty: 5188.933594
	Iteration 27Q: 3 clusters Score -4152125 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -4152171.500000 Penalty: 5188.933594
	Iteration 28Q: 3 clusters Score -4152172 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4152216.000000 Penalty: 5188.933594
	Iteration 29Q: 3 clusters Score -4152216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -4152241.250000 Penalty: 5188.933594
	Iteration 30Q: 3 clusters Score -4152241 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -4152275.750000 Penalty: 5188.933594
	Iteration 31Q: 3 clusters Score -4152276 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -4152296.250000 Penalty: 5188.933594
	Iteration 32Q: 3 clusters Score -4152296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -4152323.000000 Penalty: 5188.933594
	Iteration 33Q: 3 clusters Score -4152323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -4152341.000000 Penalty: 5188.933594
	Iteration 34Q: 3 clusters Score -4152341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -4152355.500000 Penalty: 5188.933594
	Iteration 35Q: 3 clusters Score -4152356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -4152363.250000 Penalty: 5188.933594
	Iteration 36Q: 3 clusters Score -4152363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -4152374.750000 Penalty: 5188.933594
	Iteration 37Q: 3 clusters Score -4152375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -4152379.000000 Penalty: 5188.933594
	Iteration 38Q: 3 clusters Score -4152379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -4152384.000000 Penalty: 5188.933594
	Iteration 39Q: 3 clusters Score -4152384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -4152401.750000 Penalty: 5188.933594
	Iteration 40F: 3 clusters Score -4152402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4152409.500000 Penalty: 5188.933594
	Iteration 41Q: 3 clusters Score -4152410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -4152419.000000 Penalty: 5188.933594
	Iteration 42Q: 3 clusters Score -4152419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -4152424.750000 Penalty: 5188.933594
	Iteration 43Q: 3 clusters Score -4152425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4152429.250000 Penalty: 5188.933594
	Iteration 44Q: 3 clusters Score -4152429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -4152434.000000 Penalty: 5188.933594
	Iteration 45Q: 3 clusters Score -4152434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -4152437.250000 Penalty: 5188.933594
	Iteration 46Q: 3 clusters Score -4152437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -4152436.750000 Penalty: 5188.933594
	Iteration 47Q: 3 clusters Score -4152437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -4152442.750000 Penalty: 5188.933594
	Iteration 48Q: 3 clusters Score -4152443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4152446.500000 Penalty: 5188.933594
	Iteration 49Q: 3 clusters Score -4152446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4152445.500000 Penalty: 5188.933594
	Iteration 50Q: 3 clusters Score -4152446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4152449.250000 Penalty: 5188.933594
	Iteration 51Q: 3 clusters Score -4152449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4152449.250000 Penalty: 5188.933594
	Iteration 52F: 3 clusters Score -4152449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (180045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180045 members 
Entering Unmasked Estep 
Score: -21475380.000000 Penalty: 3001.038574
	Iteration 0F: 2 clusters Score -2.147538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 89534 members 
Entering Unmasked Estep 
Score: -21363500.000000 Penalty: 6002.077148
	Iteration 0F: 3 clusters Score -2.13635e+07 nChanged 86596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99831 members 
Mstep: Class 2 contains 80214 members 
Entering Unmasked Estep 
Score: -21414306.000000 Penalty: 6002.077148
	Iteration 1F: 3 clusters Score -2.141431e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106116 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -21416696.000000 Penalty: 6002.077148
	Iteration 2Q: 3 clusters Score -2.14167e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115795 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -21421652.000000 Penalty: 6002.077148
	Iteration 3F: 3 clusters Score -2.142165e+07 nChanged 13930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129581 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -21431604.000000 Penalty: 6002.077148
	Iteration 4F: 3 clusters Score -2.14316e+07 nChanged 17468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146987 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -21447770.000000 Penalty: 6002.077148
	Iteration 5F: 3 clusters Score -2.144777e+07 nChanged 16762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163715 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -21462694.000000 Penalty: 6002.077148
	Iteration 6F: 3 clusters Score -2.146269e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174041 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -21469720.000000 Penalty: 6002.077148
	Iteration 7F: 3 clusters Score -2.146972e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177927 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -21471892.000000 Penalty: 6002.077148
	Iteration 8Q: 3 clusters Score -2.147189e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179069 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -21472414.000000 Penalty: 6002.077148
	Iteration 9Q: 3 clusters Score -2.147241e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179445 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -21472602.000000 Penalty: 6002.077148
	Iteration 10Q: 3 clusters Score -2.14726e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179565 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -21472712.000000 Penalty: 6002.077148
	Iteration 11Q: 3 clusters Score -2.147271e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179621 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -21472822.000000 Penalty: 6002.077148
	Iteration 12Q: 3 clusters Score -2.147282e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179642 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21472878.000000 Penalty: 6002.077148
	Iteration 13Q: 3 clusters Score -2.147288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179653 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -21472890.000000 Penalty: 6002.077148
	Iteration 14Q: 3 clusters Score -2.147289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179656 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -21472934.000000 Penalty: 6002.077148
	Iteration 15Q: 3 clusters Score -2.147293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179662 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -21472928.000000 Penalty: 6002.077148
	Iteration 16Q: 3 clusters Score -2.147293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179667 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -21472942.000000 Penalty: 6002.077148
	Iteration 17Q: 3 clusters Score -2.147294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179671 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -21472976.000000 Penalty: 6002.077148
	Iteration 18Q: 3 clusters Score -2.147298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179673 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21472964.000000 Penalty: 6002.077148
	Iteration 19Q: 3 clusters Score -2.147296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179673 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21472974.000000 Penalty: 6002.077148
	Iteration 20F: 3 clusters Score -2.147297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179673 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21472982.000000 Penalty: 6002.077148
	Iteration 21Q: 3 clusters Score -2.147298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179678 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -21473008.000000 Penalty: 6002.077148
	Iteration 22Q: 3 clusters Score -2.147301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179683 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -21472994.000000 Penalty: 6002.077148
	Iteration 23Q: 3 clusters Score -2.147299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179686 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -21473008.000000 Penalty: 6002.077148
	Iteration 24Q: 3 clusters Score -2.147301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179687 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -21473018.000000 Penalty: 6002.077148
	Iteration 25Q: 3 clusters Score -2.147302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179688 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -21473002.000000 Penalty: 6002.077148
	Iteration 26Q: 3 clusters Score -2.1473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179690 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21473010.000000 Penalty: 6002.077148
	Iteration 27Q: 3 clusters Score -2.147301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179690 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21473020.000000 Penalty: 6002.077148
	Iteration 28Q: 3 clusters Score -2.147302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179688 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -21473022.000000 Penalty: 6002.077148
	Iteration 29Q: 3 clusters Score -2.147302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179690 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21473024.000000 Penalty: 6002.077148
	Iteration 30Q: 3 clusters Score -2.147302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179691 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -21473020.000000 Penalty: 6002.077148
	Iteration 31Q: 3 clusters Score -2.147302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179692 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21473026.000000 Penalty: 6002.077148
	Iteration 32Q: 3 clusters Score -2.147303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179692 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21473030.000000 Penalty: 6002.077148
	Iteration 33Q: 3 clusters Score -2.147303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179692 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21473042.000000 Penalty: 6002.077148
	Iteration 34Q: 3 clusters Score -2.147304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179692 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21473042.000000 Penalty: 6002.077148
	Iteration 35F: 3 clusters Score -2.147304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Entering Unmasked Estep 
Score: -7213444.000000 Penalty: 2731.691162
	Iteration 0F: 2 clusters Score -7213444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -7172480.000000 Penalty: 5463.382324
	Iteration 0F: 3 clusters Score -7172480 nChanged 28476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -7188361.500000 Penalty: 5463.382324
	Iteration 1F: 3 clusters Score -7188362 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -7189292.000000 Penalty: 5463.382324
	Iteration 2Q: 3 clusters Score -7189292 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -7190345.500000 Penalty: 5463.382324
	Iteration 3Q: 3 clusters Score -7190346 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -7191924.500000 Penalty: 5463.382324
	Iteration 4F: 3 clusters Score -7191924 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -7193919.000000 Penalty: 5463.382324
	Iteration 5F: 3 clusters Score -7193919 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -7196518.000000 Penalty: 5463.382324
	Iteration 6F: 3 clusters Score -7196518 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -7199352.000000 Penalty: 5463.382324
	Iteration 7F: 3 clusters Score -7199352 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -7202041.500000 Penalty: 5463.382324
	Iteration 8F: 3 clusters Score -7202042 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -7204343.000000 Penalty: 5463.382324
	Iteration 9F: 3 clusters Score -7204343 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -7206322.000000 Penalty: 5463.382324
	Iteration 10Q: 3 clusters Score -7206322 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -7207740.500000 Penalty: 5463.382324
	Iteration 11Q: 3 clusters Score -7207740 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -7208852.500000 Penalty: 5463.382324
	Iteration 12Q: 3 clusters Score -7208852 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -7209647.500000 Penalty: 5463.382324
	Iteration 13Q: 3 clusters Score -7209648 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -7210130.500000 Penalty: 5463.382324
	Iteration 14Q: 3 clusters Score -7210130 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -7210507.000000 Penalty: 5463.382324
	Iteration 15Q: 3 clusters Score -7210507 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -7210709.000000 Penalty: 5463.382324
	Iteration 16Q: 3 clusters Score -7210709 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -7210878.000000 Penalty: 5463.382324
	Iteration 17Q: 3 clusters Score -7210878 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -7210977.500000 Penalty: 5463.382324
	Iteration 18Q: 3 clusters Score -7210978 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -7211054.500000 Penalty: 5463.382324
	Iteration 19Q: 3 clusters Score -7211054 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -7211102.500000 Penalty: 5463.382324
	Iteration 20F: 3 clusters Score -7211102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -7211140.500000 Penalty: 5463.382324
	Iteration 21Q: 3 clusters Score -7211140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -7211189.500000 Penalty: 5463.382324
	Iteration 22Q: 3 clusters Score -7211190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -7211205.500000 Penalty: 5463.382324
	Iteration 23Q: 3 clusters Score -7211206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -7211215.000000 Penalty: 5463.382324
	Iteration 24Q: 3 clusters Score -7211215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 60052 members 
Entering Unmasked Estep 
Score: -7211216.000000 Penalty: 5463.382324
	Iteration 25Q: 3 clusters Score -7211216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -7211210.000000 Penalty: 5463.382324
	Iteration 26Q: 3 clusters Score -7211210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -7211220.500000 Penalty: 5463.382324
	Iteration 27Q: 3 clusters Score -7211220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -7211217.500000 Penalty: 5463.382324
	Iteration 28Q: 3 clusters Score -7211218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -7211212.000000 Penalty: 5463.382324
	Iteration 29Q: 3 clusters Score -7211212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -7211218.000000 Penalty: 5463.382324
	Iteration 30Q: 3 clusters Score -7211218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -7211219.000000 Penalty: 5463.382324
	Iteration 31Q: 3 clusters Score -7211219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -7211222.000000 Penalty: 5463.382324
	Iteration 32Q: 3 clusters Score -7211222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -7211228.000000 Penalty: 5463.382324
	Iteration 33Q: 3 clusters Score -7211228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -7211235.500000 Penalty: 5463.382324
	Iteration 34Q: 3 clusters Score -7211236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -7211235.500000 Penalty: 5463.382324
	Iteration 35Q: 3 clusters Score -7211236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -7211242.000000 Penalty: 5463.382324
	Iteration 36Q: 3 clusters Score -7211242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -7211242.500000 Penalty: 5463.382324
	Iteration 37Q: 3 clusters Score -7211242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -7211240.000000 Penalty: 5463.382324
	Iteration 38Q: 3 clusters Score -7211240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -7211241.500000 Penalty: 5463.382324
	Iteration 39Q: 3 clusters Score -7211242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -7211244.500000 Penalty: 5463.382324
	Iteration 40F: 3 clusters Score -7211244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (201076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201076 members 
Entering Unmasked Estep 
Score: -23798272.000000 Penalty: 3028.436768
	Iteration 0F: 2 clusters Score -2.379827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100324 members 
Mstep: Class 2 contains 100752 members 
Entering Unmasked Estep 
Score: -23670086.000000 Penalty: 6056.873535
	Iteration 0F: 3 clusters Score -2.367009e+07 nChanged 96883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98603 members 
Mstep: Class 2 contains 102473 members 
Entering Unmasked Estep 
Score: -23726828.000000 Penalty: 6056.873535
	Iteration 1F: 3 clusters Score -2.372683e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97217 members 
Mstep: Class 2 contains 103859 members 
Entering Unmasked Estep 
Score: -23728288.000000 Penalty: 6056.873535
	Iteration 2Q: 3 clusters Score -2.372829e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94891 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -23730420.000000 Penalty: 6056.873535
	Iteration 3Q: 3 clusters Score -2.373042e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91370 members 
Mstep: Class 2 contains 109706 members 
Entering Unmasked Estep 
Score: -23733600.000000 Penalty: 6056.873535
	Iteration 4Q: 3 clusters Score -2.37336e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86256 members 
Mstep: Class 2 contains 114820 members 
Entering Unmasked Estep 
Score: -23738068.000000 Penalty: 6056.873535
	Iteration 5Q: 3 clusters Score -2.373807e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 121563 members 
Entering Unmasked Estep 
Score: -23744586.000000 Penalty: 6056.873535
	Iteration 6F: 3 clusters Score -2.374459e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 129478 members 
Entering Unmasked Estep 
Score: -23752048.000000 Penalty: 6056.873535
	Iteration 7F: 3 clusters Score -2.375205e+07 nChanged 12066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 138020 members 
Entering Unmasked Estep 
Score: -23760082.000000 Penalty: 6056.873535
	Iteration 8F: 3 clusters Score -2.376008e+07 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 146182 members 
Entering Unmasked Estep 
Score: -23767938.000000 Penalty: 6056.873535
	Iteration 9F: 3 clusters Score -2.376794e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 152950 members 
Entering Unmasked Estep 
Score: -23774646.000000 Penalty: 6056.873535
	Iteration 10F: 3 clusters Score -2.377465e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 158253 members 
Entering Unmasked Estep 
Score: -23779060.000000 Penalty: 6056.873535
	Iteration 11Q: 3 clusters Score -2.377906e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 162464 members 
Entering Unmasked Estep 
Score: -23781420.000000 Penalty: 6056.873535
	Iteration 12Q: 3 clusters Score -2.378142e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 166186 members 
Entering Unmasked Estep 
Score: -23783046.000000 Penalty: 6056.873535
	Iteration 13Q: 3 clusters Score -2.378305e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 169635 members 
Entering Unmasked Estep 
Score: -23784398.000000 Penalty: 6056.873535
	Iteration 14Q: 3 clusters Score -2.37844e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 172815 members 
Entering Unmasked Estep 
Score: -23785606.000000 Penalty: 6056.873535
	Iteration 15Q: 3 clusters Score -2.378561e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 175877 members 
Entering Unmasked Estep 
Score: -23786858.000000 Penalty: 6056.873535
	Iteration 16Q: 3 clusters Score -2.378686e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 178796 members 
Entering Unmasked Estep 
Score: -23788102.000000 Penalty: 6056.873535
	Iteration 17Q: 3 clusters Score -2.37881e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 181510 members 
Entering Unmasked Estep 
Score: -23789518.000000 Penalty: 6056.873535
	Iteration 18Q: 3 clusters Score -2.378952e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 184023 members 
Entering Unmasked Estep 
Score: -23790644.000000 Penalty: 6056.873535
	Iteration 19Q: 3 clusters Score -2.379064e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 186367 members 
Entering Unmasked Estep 
Score: -23791842.000000 Penalty: 6056.873535
	Iteration 20F: 3 clusters Score -2.379184e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 188388 members 
Entering Unmasked Estep 
Score: -23792928.000000 Penalty: 6056.873535
	Iteration 21Q: 3 clusters Score -2.379293e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 190135 members 
Entering Unmasked Estep 
Score: -23793824.000000 Penalty: 6056.873535
	Iteration 22Q: 3 clusters Score -2.379382e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 191546 members 
Entering Unmasked Estep 
Score: -23794476.000000 Penalty: 6056.873535
	Iteration 23Q: 3 clusters Score -2.379448e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 192672 members 
Entering Unmasked Estep 
Score: -23795102.000000 Penalty: 6056.873535
	Iteration 24Q: 3 clusters Score -2.37951e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 193593 members 
Entering Unmasked Estep 
Score: -23795632.000000 Penalty: 6056.873535
	Iteration 25Q: 3 clusters Score -2.379563e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 194298 members 
Entering Unmasked Estep 
Score: -23796054.000000 Penalty: 6056.873535
	Iteration 26Q: 3 clusters Score -2.379605e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 194866 members 
Entering Unmasked Estep 
Score: -23796324.000000 Penalty: 6056.873535
	Iteration 27Q: 3 clusters Score -2.379632e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 195336 members 
Entering Unmasked Estep 
Score: -23796502.000000 Penalty: 6056.873535
	Iteration 28Q: 3 clusters Score -2.37965e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 195705 members 
Entering Unmasked Estep 
Score: -23796694.000000 Penalty: 6056.873535
	Iteration 29Q: 3 clusters Score -2.379669e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 196031 members 
Entering Unmasked Estep 
Score: -23796792.000000 Penalty: 6056.873535
	Iteration 30Q: 3 clusters Score -2.379679e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 196300 members 
Entering Unmasked Estep 
Score: -23796870.000000 Penalty: 6056.873535
	Iteration 31Q: 3 clusters Score -2.379687e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 196522 members 
Entering Unmasked Estep 
Score: -23796948.000000 Penalty: 6056.873535
	Iteration 32Q: 3 clusters Score -2.379695e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 196706 members 
Entering Unmasked Estep 
Score: -23796946.000000 Penalty: 6056.873535
	Iteration 33Q: 3 clusters Score -2.379695e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 196865 members 
Entering Unmasked Estep 
Score: -23797022.000000 Penalty: 6056.873535
	Iteration 34Q: 3 clusters Score -2.379702e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 196992 members 
Entering Unmasked Estep 
Score: -23797034.000000 Penalty: 6056.873535
	Iteration 35Q: 3 clusters Score -2.379703e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 197104 members 
Entering Unmasked Estep 
Score: -23797080.000000 Penalty: 6056.873535
	Iteration 36Q: 3 clusters Score -2.379708e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 197193 members 
Entering Unmasked Estep 
Score: -23797040.000000 Penalty: 6056.873535
	Iteration 37Q: 3 clusters Score -2.379704e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 197275 members 
Entering Unmasked Estep 
Score: -23797054.000000 Penalty: 6056.873535
	Iteration 38Q: 3 clusters Score -2.379705e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 197349 members 
Entering Unmasked Estep 
Score: -23797060.000000 Penalty: 6056.873535
	Iteration 39Q: 3 clusters Score -2.379706e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 197400 members 
Entering Unmasked Estep 
Score: -23797104.000000 Penalty: 6056.873535
	Iteration 40F: 3 clusters Score -2.37971e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 197454 members 
Entering Unmasked Estep 
Score: -23797086.000000 Penalty: 6056.873535
	Iteration 41Q: 3 clusters Score -2.379709e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 197511 members 
Entering Unmasked Estep 
Score: -23797106.000000 Penalty: 6056.873535
	Iteration 42Q: 3 clusters Score -2.379711e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 197559 members 
Entering Unmasked Estep 
Score: -23797114.000000 Penalty: 6056.873535
	Iteration 43Q: 3 clusters Score -2.379711e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 197596 members 
Entering Unmasked Estep 
Score: -23797126.000000 Penalty: 6056.873535
	Iteration 44Q: 3 clusters Score -2.379713e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 197637 members 
Entering Unmasked Estep 
Score: -23797116.000000 Penalty: 6056.873535
	Iteration 45Q: 3 clusters Score -2.379712e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 197677 members 
Entering Unmasked Estep 
Score: -23797132.000000 Penalty: 6056.873535
	Iteration 46Q: 3 clusters Score -2.379713e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 197717 members 
Entering Unmasked Estep 
Score: -23797168.000000 Penalty: 6056.873535
	Iteration 47Q: 3 clusters Score -2.379717e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 197748 members 
Entering Unmasked Estep 
Score: -23797132.000000 Penalty: 6056.873535
	Iteration 48Q: 3 clusters Score -2.379713e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 197770 members 
Entering Unmasked Estep 
Score: -23797148.000000 Penalty: 6056.873535
	Iteration 49Q: 3 clusters Score -2.379715e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 197791 members 
Entering Unmasked Estep 
Score: -23797134.000000 Penalty: 6056.873535
	Iteration 50Q: 3 clusters Score -2.379713e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 197816 members 
Entering Unmasked Estep 
Score: -23797148.000000 Penalty: 6056.873535
	Iteration 51Q: 3 clusters Score -2.379715e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 197835 members 
Entering Unmasked Estep 
Score: -23797160.000000 Penalty: 6056.873535
	Iteration 52Q: 3 clusters Score -2.379716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 197843 members 
Entering Unmasked Estep 
Score: -23797148.000000 Penalty: 6056.873535
	Iteration 53Q: 3 clusters Score -2.379715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 197853 members 
Entering Unmasked Estep 
Score: -23797136.000000 Penalty: 6056.873535
	Iteration 54Q: 3 clusters Score -2.379714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 197865 members 
Entering Unmasked Estep 
Score: -23797150.000000 Penalty: 6056.873535
	Iteration 55Q: 3 clusters Score -2.379715e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 197885 members 
Entering Unmasked Estep 
Score: -23797140.000000 Penalty: 6056.873535
	Iteration 56Q: 3 clusters Score -2.379714e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 197905 members 
Entering Unmasked Estep 
Score: -23797128.000000 Penalty: 6056.873535
	Iteration 57Q: 3 clusters Score -2.379713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 197920 members 
Entering Unmasked Estep 
Score: -23797126.000000 Penalty: 6056.873535
	Iteration 58Q: 3 clusters Score -2.379713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 197934 members 
Entering Unmasked Estep 
Score: -23797120.000000 Penalty: 6056.873535
	Iteration 59Q: 3 clusters Score -2.379712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 197943 members 
Entering Unmasked Estep 
Score: -23797132.000000 Penalty: 6056.873535
	Iteration 60F: 3 clusters Score -2.379713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 197952 members 
Entering Unmasked Estep 
Score: -23797142.000000 Penalty: 6056.873535
	Iteration 61Q: 3 clusters Score -2.379714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 197958 members 
Entering Unmasked Estep 
Score: -23797132.000000 Penalty: 6056.873535
	Iteration 62Q: 3 clusters Score -2.379713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 197967 members 
Entering Unmasked Estep 
Score: -23797114.000000 Penalty: 6056.873535
	Iteration 63Q: 3 clusters Score -2.379711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 197967 members 
Entering Unmasked Estep 
Score: -23797118.000000 Penalty: 6056.873535
	Iteration 64Q: 3 clusters Score -2.379712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 197969 members 
Entering Unmasked Estep 
Score: -23797126.000000 Penalty: 6056.873535
	Iteration 65Q: 3 clusters Score -2.379713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 197970 members 
Entering Unmasked Estep 
Score: -23797120.000000 Penalty: 6056.873535
	Iteration 66Q: 3 clusters Score -2.379712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 197969 members 
Entering Unmasked Estep 
Score: -23797120.000000 Penalty: 6056.873535
	Iteration 67Q: 3 clusters Score -2.379712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 197972 members 
Entering Unmasked Estep 
Score: -23797120.000000 Penalty: 6056.873535
	Iteration 68Q: 3 clusters Score -2.379712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 197973 members 
Entering Unmasked Estep 
Score: -23797128.000000 Penalty: 6056.873535
	Iteration 69Q: 3 clusters Score -2.379713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 197975 members 
Entering Unmasked Estep 
Score: -23797130.000000 Penalty: 6056.873535
	Iteration 70Q: 3 clusters Score -2.379713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 197978 members 
Entering Unmasked Estep 
Score: -23797132.000000 Penalty: 6056.873535
	Iteration 71Q: 3 clusters Score -2.379713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 197978 members 
Entering Unmasked Estep 
Score: -23797138.000000 Penalty: 6056.873535
	Iteration 72Q: 3 clusters Score -2.379714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 197978 members 
Entering Unmasked Estep 
Score: -23797138.000000 Penalty: 6056.873535
	Iteration 73F: 3 clusters Score -2.379714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -381627.937500 Penalty: 2019.303833
	Iteration 0F: 2 clusters Score -381627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -378149.000000 Penalty: 4038.607666
	Iteration 0F: 3 clusters Score -378149 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -378938.000000 Penalty: 4038.607666
	Iteration 1F: 3 clusters Score -378938 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -379148.218750 Penalty: 4038.607666
	Iteration 2F: 3 clusters Score -379148.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -379277.000000 Penalty: 4038.607666
	Iteration 3F: 3 clusters Score -379277 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -379374.031250 Penalty: 4038.607666
	Iteration 4Q: 3 clusters Score -379374 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -379460.718750 Penalty: 4038.607666
	Iteration 5Q: 3 clusters Score -379460.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -379547.968750 Penalty: 4038.607666
	Iteration 6Q: 3 clusters Score -379548 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -379634.718750 Penalty: 4038.607666
	Iteration 7Q: 3 clusters Score -379634.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -379721.031250 Penalty: 4038.607666
	Iteration 8Q: 3 clusters Score -379721 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -379825.218750 Penalty: 4038.607666
	Iteration 9Q: 3 clusters Score -379825.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -379914.000000 Penalty: 4038.607666
	Iteration 10Q: 3 clusters Score -379914 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -379990.125000 Penalty: 4038.607666
	Iteration 11Q: 3 clusters Score -379990.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -380050.562500 Penalty: 4038.607666
	Iteration 12Q: 3 clusters Score -380050.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -380110.531250 Penalty: 4038.607666
	Iteration 13Q: 3 clusters Score -380110.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -380142.375000 Penalty: 4038.607666
	Iteration 14Q: 3 clusters Score -380142.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -380179.812500 Penalty: 4038.607666
	Iteration 15Q: 3 clusters Score -380179.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -380214.906250 Penalty: 4038.607666
	Iteration 16Q: 3 clusters Score -380214.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -380242.500000 Penalty: 4038.607666
	Iteration 17Q: 3 clusters Score -380242.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -380257.250000 Penalty: 4038.607666
	Iteration 18Q: 3 clusters Score -380257.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -380267.000000 Penalty: 4038.607666
	Iteration 19Q: 3 clusters Score -380267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -380276.156250 Penalty: 4038.607666
	Iteration 20F: 3 clusters Score -380276.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -380287.250000 Penalty: 4038.607666
	Iteration 21Q: 3 clusters Score -380287.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -380301.781250 Penalty: 4038.607666
	Iteration 22Q: 3 clusters Score -380301.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -380314.062500 Penalty: 4038.607666
	Iteration 23Q: 3 clusters Score -380314.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -380324.000000 Penalty: 4038.607666
	Iteration 24Q: 3 clusters Score -380324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -380336.218750 Penalty: 4038.607666
	Iteration 25Q: 3 clusters Score -380336.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -380352.062500 Penalty: 4038.607666
	Iteration 26Q: 3 clusters Score -380352.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -380367.625000 Penalty: 4038.607666
	Iteration 27Q: 3 clusters Score -380367.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -380377.312500 Penalty: 4038.607666
	Iteration 28Q: 3 clusters Score -380377.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -380387.718750 Penalty: 4038.607666
	Iteration 29Q: 3 clusters Score -380387.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -380388.718750 Penalty: 4038.607666
	Iteration 30Q: 3 clusters Score -380388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -380391.687500 Penalty: 4038.607666
	Iteration 31Q: 3 clusters Score -380391.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -380393.687500 Penalty: 4038.607666
	Iteration 32Q: 3 clusters Score -380393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -380394.312500 Penalty: 4038.607666
	Iteration 33Q: 3 clusters Score -380394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -380395.000000 Penalty: 4038.607666
	Iteration 34Q: 3 clusters Score -380395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -380397.375000 Penalty: 4038.607666
	Iteration 35Q: 3 clusters Score -380397.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -380401.437500 Penalty: 4038.607666
	Iteration 36Q: 3 clusters Score -380401.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -380405.750000 Penalty: 4038.607666
	Iteration 37Q: 3 clusters Score -380405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -380408.000000 Penalty: 4038.607666
	Iteration 38Q: 3 clusters Score -380408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -380411.687500 Penalty: 4038.607666
	Iteration 39Q: 3 clusters Score -380411.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -380413.718750 Penalty: 4038.607666
	Iteration 40F: 3 clusters Score -380413.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -380418.062500 Penalty: 4038.607666
	Iteration 41Q: 3 clusters Score -380418.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -380419.937500 Penalty: 4038.607666
	Iteration 42Q: 3 clusters Score -380419.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -380422.312500 Penalty: 4038.607666
	Iteration 43Q: 3 clusters Score -380422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -380422.906250 Penalty: 4038.607666
	Iteration 44Q: 3 clusters Score -380422.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -380424.718750 Penalty: 4038.607666
	Iteration 45Q: 3 clusters Score -380424.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -380426.968750 Penalty: 4038.607666
	Iteration 46Q: 3 clusters Score -380427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -380429.843750 Penalty: 4038.607666
	Iteration 47Q: 3 clusters Score -380429.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -380431.375000 Penalty: 4038.607666
	Iteration 48Q: 3 clusters Score -380431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -380432.750000 Penalty: 4038.607666
	Iteration 49Q: 3 clusters Score -380432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -380433.031250 Penalty: 4038.607666
	Iteration 50Q: 3 clusters Score -380433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -380433.031250 Penalty: 4038.607666
	Iteration 51F: 3 clusters Score -380433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Entering Unmasked Estep 
Score: -548939.750000 Penalty: 2112.561279
	Iteration 0F: 2 clusters Score -548939.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -544409.312500 Penalty: 4225.122559
	Iteration 0F: 3 clusters Score -544409.3 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -545772.125000 Penalty: 4225.122559
	Iteration 1F: 3 clusters Score -545772.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -546163.625000 Penalty: 4225.122559
	Iteration 2F: 3 clusters Score -546163.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -546442.500000 Penalty: 4225.122559
	Iteration 3F: 3 clusters Score -546442.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -546677.375000 Penalty: 4225.122559
	Iteration 4F: 3 clusters Score -546677.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -546873.500000 Penalty: 4225.122559
	Iteration 5F: 3 clusters Score -546873.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -547037.625000 Penalty: 4225.122559
	Iteration 6Q: 3 clusters Score -547037.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -547162.062500 Penalty: 4225.122559
	Iteration 7Q: 3 clusters Score -547162.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -547262.250000 Penalty: 4225.122559
	Iteration 8Q: 3 clusters Score -547262.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -547328.750000 Penalty: 4225.122559
	Iteration 9Q: 3 clusters Score -547328.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -547399.750000 Penalty: 4225.122559
	Iteration 10Q: 3 clusters Score -547399.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -547446.437500 Penalty: 4225.122559
	Iteration 11Q: 3 clusters Score -547446.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -547479.562500 Penalty: 4225.122559
	Iteration 12Q: 3 clusters Score -547479.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -547510.062500 Penalty: 4225.122559
	Iteration 13Q: 3 clusters Score -547510.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -547527.062500 Penalty: 4225.122559
	Iteration 14Q: 3 clusters Score -547527.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -547543.250000 Penalty: 4225.122559
	Iteration 15Q: 3 clusters Score -547543.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -547554.437500 Penalty: 4225.122559
	Iteration 16Q: 3 clusters Score -547554.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -547563.812500 Penalty: 4225.122559
	Iteration 17Q: 3 clusters Score -547563.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -547574.812500 Penalty: 4225.122559
	Iteration 18Q: 3 clusters Score -547574.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -547587.437500 Penalty: 4225.122559
	Iteration 19Q: 3 clusters Score -547587.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -547595.687500 Penalty: 4225.122559
	Iteration 20F: 3 clusters Score -547595.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -547598.562500 Penalty: 4225.122559
	Iteration 21Q: 3 clusters Score -547598.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -547602.062500 Penalty: 4225.122559
	Iteration 22Q: 3 clusters Score -547602.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -547607.500000 Penalty: 4225.122559
	Iteration 23Q: 3 clusters Score -547607.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -547611.437500 Penalty: 4225.122559
	Iteration 24Q: 3 clusters Score -547611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -547613.000000 Penalty: 4225.122559
	Iteration 25Q: 3 clusters Score -547613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -547612.562500 Penalty: 4225.122559
	Iteration 26Q: 3 clusters Score -547612.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -547612.562500 Penalty: 4225.122559
	Iteration 27F: 3 clusters Score -547612.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149716 members 
Entering Unmasked Estep 
Score: -17959136.000000 Penalty: 2955.290771
	Iteration 0F: 2 clusters Score -1.795914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -17858964.000000 Penalty: 5910.581543
	Iteration 0F: 3 clusters Score -1.785896e+07 nChanged 71715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76450 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -17900410.000000 Penalty: 5910.581543
	Iteration 1F: 3 clusters Score -1.790041e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -17901260.000000 Penalty: 5910.581543
	Iteration 2Q: 3 clusters Score -1.790126e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78671 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -17902326.000000 Penalty: 5910.581543
	Iteration 3Q: 3 clusters Score -1.790233e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -17903780.000000 Penalty: 5910.581543
	Iteration 4Q: 3 clusters Score -1.790378e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -17905672.000000 Penalty: 5910.581543
	Iteration 5Q: 3 clusters Score -1.790567e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87528 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -17908568.000000 Penalty: 5910.581543
	Iteration 6Q: 3 clusters Score -1.790857e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92960 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -17912956.000000 Penalty: 5910.581543
	Iteration 7F: 3 clusters Score -1.791296e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -17919712.000000 Penalty: 5910.581543
	Iteration 8F: 3 clusters Score -1.791971e+07 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108256 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -17928766.000000 Penalty: 5910.581543
	Iteration 9F: 3 clusters Score -1.792877e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -17937814.000000 Penalty: 5910.581543
	Iteration 10F: 3 clusters Score -1.793781e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121525 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -17944232.000000 Penalty: 5910.581543
	Iteration 11F: 3 clusters Score -1.794423e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125348 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -17947956.000000 Penalty: 5910.581543
	Iteration 12Q: 3 clusters Score -1.794796e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128146 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -17950132.000000 Penalty: 5910.581543
	Iteration 13Q: 3 clusters Score -1.795013e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130382 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -17951772.000000 Penalty: 5910.581543
	Iteration 14Q: 3 clusters Score -1.795177e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132232 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -17952974.000000 Penalty: 5910.581543
	Iteration 15Q: 3 clusters Score -1.795297e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -17953806.000000 Penalty: 5910.581543
	Iteration 16Q: 3 clusters Score -1.795381e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134959 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -17954526.000000 Penalty: 5910.581543
	Iteration 17Q: 3 clusters Score -1.795453e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136048 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -17954994.000000 Penalty: 5910.581543
	Iteration 18Q: 3 clusters Score -1.795499e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136984 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -17955360.000000 Penalty: 5910.581543
	Iteration 19Q: 3 clusters Score -1.795536e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137777 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -17955618.000000 Penalty: 5910.581543
	Iteration 20F: 3 clusters Score -1.795562e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138477 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -17955818.000000 Penalty: 5910.581543
	Iteration 21Q: 3 clusters Score -1.795582e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139098 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -17956076.000000 Penalty: 5910.581543
	Iteration 22Q: 3 clusters Score -1.795608e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139677 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -17956258.000000 Penalty: 5910.581543
	Iteration 23Q: 3 clusters Score -1.795626e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140171 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -17956396.000000 Penalty: 5910.581543
	Iteration 24Q: 3 clusters Score -1.79564e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140636 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -17956558.000000 Penalty: 5910.581543
	Iteration 25Q: 3 clusters Score -1.795656e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141049 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -17956636.000000 Penalty: 5910.581543
	Iteration 26Q: 3 clusters Score -1.795664e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141420 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -17956672.000000 Penalty: 5910.581543
	Iteration 27Q: 3 clusters Score -1.795667e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141773 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -17956736.000000 Penalty: 5910.581543
	Iteration 28Q: 3 clusters Score -1.795674e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142110 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -17956810.000000 Penalty: 5910.581543
	Iteration 29Q: 3 clusters Score -1.795681e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142442 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -17956848.000000 Penalty: 5910.581543
	Iteration 30Q: 3 clusters Score -1.795685e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142714 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -17956842.000000 Penalty: 5910.581543
	Iteration 31Q: 3 clusters Score -1.795684e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142984 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -17956852.000000 Penalty: 5910.581543
	Iteration 32Q: 3 clusters Score -1.795685e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143257 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -17956906.000000 Penalty: 5910.581543
	Iteration 33Q: 3 clusters Score -1.795691e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143511 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -17956964.000000 Penalty: 5910.581543
	Iteration 34Q: 3 clusters Score -1.795696e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143740 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -17956982.000000 Penalty: 5910.581543
	Iteration 35Q: 3 clusters Score -1.795698e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143969 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -17957070.000000 Penalty: 5910.581543
	Iteration 36Q: 3 clusters Score -1.795707e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144210 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -17957094.000000 Penalty: 5910.581543
	Iteration 37Q: 3 clusters Score -1.795709e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144437 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -17957110.000000 Penalty: 5910.581543
	Iteration 38Q: 3 clusters Score -1.795711e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144643 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -17957148.000000 Penalty: 5910.581543
	Iteration 39Q: 3 clusters Score -1.795715e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144839 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -17957228.000000 Penalty: 5910.581543
	Iteration 40F: 3 clusters Score -1.795723e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145018 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -17957306.000000 Penalty: 5910.581543
	Iteration 41Q: 3 clusters Score -1.795731e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145157 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -17957310.000000 Penalty: 5910.581543
	Iteration 42Q: 3 clusters Score -1.795731e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145295 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -17957272.000000 Penalty: 5910.581543
	Iteration 43Q: 3 clusters Score -1.795727e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145415 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -17957286.000000 Penalty: 5910.581543
	Iteration 44Q: 3 clusters Score -1.795729e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145529 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -17957270.000000 Penalty: 5910.581543
	Iteration 45Q: 3 clusters Score -1.795727e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145636 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -17957298.000000 Penalty: 5910.581543
	Iteration 46Q: 3 clusters Score -1.79573e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145747 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -17957304.000000 Penalty: 5910.581543
	Iteration 47Q: 3 clusters Score -1.79573e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145840 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -17957326.000000 Penalty: 5910.581543
	Iteration 48Q: 3 clusters Score -1.795733e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145931 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -17957336.000000 Penalty: 5910.581543
	Iteration 49Q: 3 clusters Score -1.795734e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146017 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -17957326.000000 Penalty: 5910.581543
	Iteration 50Q: 3 clusters Score -1.795733e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146101 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -17957338.000000 Penalty: 5910.581543
	Iteration 51Q: 3 clusters Score -1.795734e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146172 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -17957348.000000 Penalty: 5910.581543
	Iteration 52Q: 3 clusters Score -1.795735e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146248 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -17957388.000000 Penalty: 5910.581543
	Iteration 53Q: 3 clusters Score -1.795739e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146324 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -17957414.000000 Penalty: 5910.581543
	Iteration 54Q: 3 clusters Score -1.795741e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146402 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -17957422.000000 Penalty: 5910.581543
	Iteration 55Q: 3 clusters Score -1.795742e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146476 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -17957420.000000 Penalty: 5910.581543
	Iteration 56Q: 3 clusters Score -1.795742e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146546 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -17957454.000000 Penalty: 5910.581543
	Iteration 57Q: 3 clusters Score -1.795745e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146621 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -17957454.000000 Penalty: 5910.581543
	Iteration 58Q: 3 clusters Score -1.795745e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146693 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -17957440.000000 Penalty: 5910.581543
	Iteration 59Q: 3 clusters Score -1.795744e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146762 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -17957454.000000 Penalty: 5910.581543
	Iteration 60F: 3 clusters Score -1.795745e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146834 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -17957434.000000 Penalty: 5910.581543
	Iteration 61Q: 3 clusters Score -1.795743e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146896 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -17957442.000000 Penalty: 5910.581543
	Iteration 62Q: 3 clusters Score -1.795744e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146954 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -17957500.000000 Penalty: 5910.581543
	Iteration 63Q: 3 clusters Score -1.79575e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147015 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -17957488.000000 Penalty: 5910.581543
	Iteration 64Q: 3 clusters Score -1.795749e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147072 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -17957480.000000 Penalty: 5910.581543
	Iteration 65Q: 3 clusters Score -1.795748e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147125 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -17957512.000000 Penalty: 5910.581543
	Iteration 66Q: 3 clusters Score -1.795751e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147171 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -17957484.000000 Penalty: 5910.581543
	Iteration 67Q: 3 clusters Score -1.795748e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147214 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -17957488.000000 Penalty: 5910.581543
	Iteration 68Q: 3 clusters Score -1.795749e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147267 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -17957490.000000 Penalty: 5910.581543
	Iteration 69Q: 3 clusters Score -1.795749e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147330 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -17957530.000000 Penalty: 5910.581543
	Iteration 70Q: 3 clusters Score -1.795753e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147375 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -17957568.000000 Penalty: 5910.581543
	Iteration 71Q: 3 clusters Score -1.795757e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147425 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -17957554.000000 Penalty: 5910.581543
	Iteration 72Q: 3 clusters Score -1.795755e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147473 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -17957560.000000 Penalty: 5910.581543
	Iteration 73Q: 3 clusters Score -1.795756e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147508 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -17957554.000000 Penalty: 5910.581543
	Iteration 74Q: 3 clusters Score -1.795755e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147541 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -17957558.000000 Penalty: 5910.581543
	Iteration 75Q: 3 clusters Score -1.795756e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147578 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -17957530.000000 Penalty: 5910.581543
	Iteration 76Q: 3 clusters Score -1.795753e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147607 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17957524.000000 Penalty: 5910.581543
	Iteration 77Q: 3 clusters Score -1.795752e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147632 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -17957534.000000 Penalty: 5910.581543
	Iteration 78Q: 3 clusters Score -1.795753e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147655 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -17957532.000000 Penalty: 5910.581543
	Iteration 79Q: 3 clusters Score -1.795753e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147676 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -17957536.000000 Penalty: 5910.581543
	Iteration 80F: 3 clusters Score -1.795754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147692 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -17957522.000000 Penalty: 5910.581543
	Iteration 81Q: 3 clusters Score -1.795752e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147706 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -17957524.000000 Penalty: 5910.581543
	Iteration 82Q: 3 clusters Score -1.795752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147722 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -17957526.000000 Penalty: 5910.581543
	Iteration 83Q: 3 clusters Score -1.795753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147736 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -17957524.000000 Penalty: 5910.581543
	Iteration 84Q: 3 clusters Score -1.795752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147753 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -17957522.000000 Penalty: 5910.581543
	Iteration 85Q: 3 clusters Score -1.795752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147766 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -17957532.000000 Penalty: 5910.581543
	Iteration 86Q: 3 clusters Score -1.795753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147783 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -17957530.000000 Penalty: 5910.581543
	Iteration 87Q: 3 clusters Score -1.795753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147792 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -17957544.000000 Penalty: 5910.581543
	Iteration 88Q: 3 clusters Score -1.795754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147799 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -17957538.000000 Penalty: 5910.581543
	Iteration 89Q: 3 clusters Score -1.795754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147807 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -17957530.000000 Penalty: 5910.581543
	Iteration 90Q: 3 clusters Score -1.795753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147813 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -17957530.000000 Penalty: 5910.581543
	Iteration 91Q: 3 clusters Score -1.795753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147826 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -17957538.000000 Penalty: 5910.581543
	Iteration 92Q: 3 clusters Score -1.795754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147833 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -17957542.000000 Penalty: 5910.581543
	Iteration 93Q: 3 clusters Score -1.795754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147839 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -17957540.000000 Penalty: 5910.581543
	Iteration 94Q: 3 clusters Score -1.795754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147841 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -17957538.000000 Penalty: 5910.581543
	Iteration 95Q: 3 clusters Score -1.795754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147850 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -17957542.000000 Penalty: 5910.581543
	Iteration 96Q: 3 clusters Score -1.795754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147870 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -17957550.000000 Penalty: 5910.581543
	Iteration 97Q: 3 clusters Score -1.795755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147887 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -17957538.000000 Penalty: 5910.581543
	Iteration 98Q: 3 clusters Score -1.795754e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147903 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -17957564.000000 Penalty: 5910.581543
	Iteration 99Q: 3 clusters Score -1.795756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147918 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -17957558.000000 Penalty: 5910.581543
	Iteration 100F: 3 clusters Score -1.795756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147925 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -17957576.000000 Penalty: 5910.581543
	Iteration 101Q: 3 clusters Score -1.795758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147931 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -17957570.000000 Penalty: 5910.581543
	Iteration 102Q: 3 clusters Score -1.795757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147941 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -17957570.000000 Penalty: 5910.581543
	Iteration 103Q: 3 clusters Score -1.795757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147952 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -17957558.000000 Penalty: 5910.581543
	Iteration 104Q: 3 clusters Score -1.795756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147961 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -17957568.000000 Penalty: 5910.581543
	Iteration 105Q: 3 clusters Score -1.795757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147973 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -17957568.000000 Penalty: 5910.581543
	Iteration 106Q: 3 clusters Score -1.795757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147979 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -17957558.000000 Penalty: 5910.581543
	Iteration 107Q: 3 clusters Score -1.795756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147988 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -17957568.000000 Penalty: 5910.581543
	Iteration 108Q: 3 clusters Score -1.795757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147996 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -17957574.000000 Penalty: 5910.581543
	Iteration 109Q: 3 clusters Score -1.795757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148000 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -17957576.000000 Penalty: 5910.581543
	Iteration 110Q: 3 clusters Score -1.795758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148004 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -17957578.000000 Penalty: 5910.581543
	Iteration 111Q: 3 clusters Score -1.795758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148005 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -17957570.000000 Penalty: 5910.581543
	Iteration 112Q: 3 clusters Score -1.795757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148008 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -17957580.000000 Penalty: 5910.581543
	Iteration 113Q: 3 clusters Score -1.795758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148013 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -17957590.000000 Penalty: 5910.581543
	Iteration 114Q: 3 clusters Score -1.795759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148013 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -17957582.000000 Penalty: 5910.581543
	Iteration 115Q: 3 clusters Score -1.795758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148013 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -17957578.000000 Penalty: 5910.581543
	Iteration 116Q: 3 clusters Score -1.795758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148016 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -17957580.000000 Penalty: 5910.581543
	Iteration 117Q: 3 clusters Score -1.795758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148018 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -17957586.000000 Penalty: 5910.581543
	Iteration 118Q: 3 clusters Score -1.795759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148020 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -17957586.000000 Penalty: 5910.581543
	Iteration 119Q: 3 clusters Score -1.795759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148025 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -17957582.000000 Penalty: 5910.581543
	Iteration 120F: 3 clusters Score -1.795758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148028 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -17957588.000000 Penalty: 5910.581543
	Iteration 121Q: 3 clusters Score -1.795759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148032 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -17957580.000000 Penalty: 5910.581543
	Iteration 122Q: 3 clusters Score -1.795758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148033 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -17957590.000000 Penalty: 5910.581543
	Iteration 123Q: 3 clusters Score -1.795759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148033 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -17957602.000000 Penalty: 5910.581543
	Iteration 124Q: 3 clusters Score -1.79576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148033 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -17957602.000000 Penalty: 5910.581543
	Iteration 125F: 3 clusters Score -1.79576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Entering Unmasked Estep 
Score: -984689.937500 Penalty: 2262.729980
	Iteration 0F: 2 clusters Score -984689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -977520.250000 Penalty: 4525.459961
	Iteration 0F: 3 clusters Score -977520.2 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -979724.250000 Penalty: 4525.459961
	Iteration 1F: 3 clusters Score -979724.2 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -980325.875000 Penalty: 4525.459961
	Iteration 2F: 3 clusters Score -980325.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -980879.812500 Penalty: 4525.459961
	Iteration 3F: 3 clusters Score -980879.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -981444.000000 Penalty: 4525.459961
	Iteration 4F: 3 clusters Score -981444 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -981961.812500 Penalty: 4525.459961
	Iteration 5F: 3 clusters Score -981961.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -982345.687500 Penalty: 4525.459961
	Iteration 6F: 3 clusters Score -982345.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -982595.500000 Penalty: 4525.459961
	Iteration 7Q: 3 clusters Score -982595.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -982743.875000 Penalty: 4525.459961
	Iteration 8Q: 3 clusters Score -982743.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -982835.750000 Penalty: 4525.459961
	Iteration 9Q: 3 clusters Score -982835.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -982904.625000 Penalty: 4525.459961
	Iteration 10Q: 3 clusters Score -982904.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -982952.937500 Penalty: 4525.459961
	Iteration 11Q: 3 clusters Score -982952.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -982991.062500 Penalty: 4525.459961
	Iteration 12Q: 3 clusters Score -982991.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -983010.562500 Penalty: 4525.459961
	Iteration 13Q: 3 clusters Score -983010.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -983031.062500 Penalty: 4525.459961
	Iteration 14Q: 3 clusters Score -983031.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -983042.687500 Penalty: 4525.459961
	Iteration 15Q: 3 clusters Score -983042.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -983057.312500 Penalty: 4525.459961
	Iteration 16Q: 3 clusters Score -983057.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -983068.687500 Penalty: 4525.459961
	Iteration 17Q: 3 clusters Score -983068.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -983077.625000 Penalty: 4525.459961
	Iteration 18Q: 3 clusters Score -983077.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -983088.312500 Penalty: 4525.459961
	Iteration 19Q: 3 clusters Score -983088.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -983096.750000 Penalty: 4525.459961
	Iteration 20F: 3 clusters Score -983096.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -983106.500000 Penalty: 4525.459961
	Iteration 21Q: 3 clusters Score -983106.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -983112.937500 Penalty: 4525.459961
	Iteration 22Q: 3 clusters Score -983112.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -983125.312500 Penalty: 4525.459961
	Iteration 23Q: 3 clusters Score -983125.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -983133.875000 Penalty: 4525.459961
	Iteration 24Q: 3 clusters Score -983133.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -983145.625000 Penalty: 4525.459961
	Iteration 25Q: 3 clusters Score -983145.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -983147.125000 Penalty: 4525.459961
	Iteration 26Q: 3 clusters Score -983147.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -983148.625000 Penalty: 4525.459961
	Iteration 27Q: 3 clusters Score -983148.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -983151.750000 Penalty: 4525.459961
	Iteration 28Q: 3 clusters Score -983151.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -983154.250000 Penalty: 4525.459961
	Iteration 29Q: 3 clusters Score -983154.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -983162.500000 Penalty: 4525.459961
	Iteration 30Q: 3 clusters Score -983162.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -983167.562500 Penalty: 4525.459961
	Iteration 31Q: 3 clusters Score -983167.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -983172.375000 Penalty: 4525.459961
	Iteration 32Q: 3 clusters Score -983172.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -983175.875000 Penalty: 4525.459961
	Iteration 33Q: 3 clusters Score -983175.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -983183.375000 Penalty: 4525.459961
	Iteration 34Q: 3 clusters Score -983183.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -983190.437500 Penalty: 4525.459961
	Iteration 35Q: 3 clusters Score -983190.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -983194.750000 Penalty: 4525.459961
	Iteration 36Q: 3 clusters Score -983194.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -983199.312500 Penalty: 4525.459961
	Iteration 37Q: 3 clusters Score -983199.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -983203.187500 Penalty: 4525.459961
	Iteration 38Q: 3 clusters Score -983203.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -983204.437500 Penalty: 4525.459961
	Iteration 39Q: 3 clusters Score -983204.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -983204.937500 Penalty: 4525.459961
	Iteration 40F: 3 clusters Score -983204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -983206.250000 Penalty: 4525.459961
	Iteration 41Q: 3 clusters Score -983206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -983205.000000 Penalty: 4525.459961
	Iteration 42Q: 3 clusters Score -983205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -983209.125000 Penalty: 4525.459961
	Iteration 43Q: 3 clusters Score -983209.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -983211.312500 Penalty: 4525.459961
	Iteration 44Q: 3 clusters Score -983211.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -983210.000000 Penalty: 4525.459961
	Iteration 45Q: 3 clusters Score -983210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -983212.187500 Penalty: 4525.459961
	Iteration 46Q: 3 clusters Score -983212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -983210.875000 Penalty: 4525.459961
	Iteration 47Q: 3 clusters Score -983210.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -983210.375000 Penalty: 4525.459961
	Iteration 48Q: 3 clusters Score -983210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -983208.750000 Penalty: 4525.459961
	Iteration 49Q: 3 clusters Score -983208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -983210.437500 Penalty: 4525.459961
	Iteration 50Q: 3 clusters Score -983210.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -983211.812500 Penalty: 4525.459961
	Iteration 51Q: 3 clusters Score -983211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -983212.625000 Penalty: 4525.459961
	Iteration 52Q: 3 clusters Score -983212.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -983212.125000 Penalty: 4525.459961
	Iteration 53Q: 3 clusters Score -983212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -983211.562500 Penalty: 4525.459961
	Iteration 54Q: 3 clusters Score -983211.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -983211.500000 Penalty: 4525.459961
	Iteration 55Q: 3 clusters Score -983211.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -983211.500000 Penalty: 4525.459961
	Iteration 56F: 3 clusters Score -983211.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Entering Unmasked Estep 
Score: -498884.000000 Penalty: 2073.355957
	Iteration 0F: 2 clusters Score -498884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -494832.781250 Penalty: 4146.711914
	Iteration 0F: 3 clusters Score -494832.8 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -495788.375000 Penalty: 4146.711914
	Iteration 1F: 3 clusters Score -495788.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -495991.187500 Penalty: 4146.711914
	Iteration 2F: 3 clusters Score -495991.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -496122.593750 Penalty: 4146.711914
	Iteration 3F: 3 clusters Score -496122.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -496223.062500 Penalty: 4146.711914
	Iteration 4Q: 3 clusters Score -496223.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -496289.406250 Penalty: 4146.711914
	Iteration 5Q: 3 clusters Score -496289.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -496333.718750 Penalty: 4146.711914
	Iteration 6Q: 3 clusters Score -496333.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -496367.937500 Penalty: 4146.711914
	Iteration 7Q: 3 clusters Score -496367.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -496392.750000 Penalty: 4146.711914
	Iteration 8Q: 3 clusters Score -496392.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -496416.906250 Penalty: 4146.711914
	Iteration 9Q: 3 clusters Score -496416.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -496451.343750 Penalty: 4146.711914
	Iteration 10Q: 3 clusters Score -496451.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -496486.031250 Penalty: 4146.711914
	Iteration 11Q: 3 clusters Score -496486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -496509.968750 Penalty: 4146.711914
	Iteration 12Q: 3 clusters Score -496510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -496530.062500 Penalty: 4146.711914
	Iteration 13Q: 3 clusters Score -496530.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -496547.875000 Penalty: 4146.711914
	Iteration 14Q: 3 clusters Score -496547.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -496562.093750 Penalty: 4146.711914
	Iteration 15Q: 3 clusters Score -496562.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -496575.781250 Penalty: 4146.711914
	Iteration 16Q: 3 clusters Score -496575.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -496588.687500 Penalty: 4146.711914
	Iteration 17Q: 3 clusters Score -496588.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -496597.968750 Penalty: 4146.711914
	Iteration 18Q: 3 clusters Score -496598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -496607.187500 Penalty: 4146.711914
	Iteration 19Q: 3 clusters Score -496607.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -496615.062500 Penalty: 4146.711914
	Iteration 20F: 3 clusters Score -496615.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -496624.218750 Penalty: 4146.711914
	Iteration 21Q: 3 clusters Score -496624.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -496634.718750 Penalty: 4146.711914
	Iteration 22Q: 3 clusters Score -496634.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -496640.281250 Penalty: 4146.711914
	Iteration 23Q: 3 clusters Score -496640.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -496646.062500 Penalty: 4146.711914
	Iteration 24Q: 3 clusters Score -496646.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -496652.812500 Penalty: 4146.711914
	Iteration 25Q: 3 clusters Score -496652.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -496658.437500 Penalty: 4146.711914
	Iteration 26Q: 3 clusters Score -496658.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -496665.218750 Penalty: 4146.711914
	Iteration 27Q: 3 clusters Score -496665.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -496674.218750 Penalty: 4146.711914
	Iteration 28Q: 3 clusters Score -496674.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -496686.656250 Penalty: 4146.711914
	Iteration 29Q: 3 clusters Score -496686.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -496699.468750 Penalty: 4146.711914
	Iteration 30Q: 3 clusters Score -496699.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -496711.000000 Penalty: 4146.711914
	Iteration 31Q: 3 clusters Score -496711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -496723.843750 Penalty: 4146.711914
	Iteration 32Q: 3 clusters Score -496723.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -496737.281250 Penalty: 4146.711914
	Iteration 33Q: 3 clusters Score -496737.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -496751.781250 Penalty: 4146.711914
	Iteration 34Q: 3 clusters Score -496751.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -496759.687500 Penalty: 4146.711914
	Iteration 35Q: 3 clusters Score -496759.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -496774.875000 Penalty: 4146.711914
	Iteration 36Q: 3 clusters Score -496774.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -496787.156250 Penalty: 4146.711914
	Iteration 37Q: 3 clusters Score -496787.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -496802.875000 Penalty: 4146.711914
	Iteration 38Q: 3 clusters Score -496802.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -496823.968750 Penalty: 4146.711914
	Iteration 39Q: 3 clusters Score -496824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -496847.125000 Penalty: 4146.711914
	Iteration 40F: 3 clusters Score -496847.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -496871.031250 Penalty: 4146.711914
	Iteration 41Q: 3 clusters Score -496871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -496888.781250 Penalty: 4146.711914
	Iteration 42Q: 3 clusters Score -496888.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -496908.125000 Penalty: 4146.711914
	Iteration 43Q: 3 clusters Score -496908.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -496923.812500 Penalty: 4146.711914
	Iteration 44Q: 3 clusters Score -496923.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -496947.531250 Penalty: 4146.711914
	Iteration 45Q: 3 clusters Score -496947.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -496969.437500 Penalty: 4146.711914
	Iteration 46Q: 3 clusters Score -496969.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -496991.968750 Penalty: 4146.711914
	Iteration 47Q: 3 clusters Score -496992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -497014.875000 Penalty: 4146.711914
	Iteration 48Q: 3 clusters Score -497014.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -497035.375000 Penalty: 4146.711914
	Iteration 49Q: 3 clusters Score -497035.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -497060.031250 Penalty: 4146.711914
	Iteration 50Q: 3 clusters Score -497060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -497082.375000 Penalty: 4146.711914
	Iteration 51Q: 3 clusters Score -497082.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -497105.906250 Penalty: 4146.711914
	Iteration 52Q: 3 clusters Score -497105.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -497136.937500 Penalty: 4146.711914
	Iteration 53Q: 3 clusters Score -497136.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -497154.156250 Penalty: 4146.711914
	Iteration 54Q: 3 clusters Score -497154.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -497175.781250 Penalty: 4146.711914
	Iteration 55Q: 3 clusters Score -497175.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -497194.281250 Penalty: 4146.711914
	Iteration 56Q: 3 clusters Score -497194.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -497210.562500 Penalty: 4146.711914
	Iteration 57Q: 3 clusters Score -497210.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -497221.281250 Penalty: 4146.711914
	Iteration 58Q: 3 clusters Score -497221.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -497230.593750 Penalty: 4146.711914
	Iteration 59Q: 3 clusters Score -497230.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -497237.437500 Penalty: 4146.711914
	Iteration 60F: 3 clusters Score -497237.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -497242.312500 Penalty: 4146.711914
	Iteration 61Q: 3 clusters Score -497242.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -497246.468750 Penalty: 4146.711914
	Iteration 62Q: 3 clusters Score -497246.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -497252.750000 Penalty: 4146.711914
	Iteration 63Q: 3 clusters Score -497252.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -497257.187500 Penalty: 4146.711914
	Iteration 64Q: 3 clusters Score -497257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -497259.125000 Penalty: 4146.711914
	Iteration 65Q: 3 clusters Score -497259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -497261.218750 Penalty: 4146.711914
	Iteration 66Q: 3 clusters Score -497261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -497261.781250 Penalty: 4146.711914
	Iteration 67Q: 3 clusters Score -497261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -497262.687500 Penalty: 4146.711914
	Iteration 68Q: 3 clusters Score -497262.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -497263.031250 Penalty: 4146.711914
	Iteration 69Q: 3 clusters Score -497263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -497263.687500 Penalty: 4146.711914
	Iteration 70Q: 3 clusters Score -497263.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -497263.968750 Penalty: 4146.711914
	Iteration 71Q: 3 clusters Score -497264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -497263.968750 Penalty: 4146.711914
	Iteration 72F: 3 clusters Score -497264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (159939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159939 members 
Entering Unmasked Estep 
Score: -19059616.000000 Penalty: 2971.671875
	Iteration 0F: 2 clusters Score -1.905962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -18953466.000000 Penalty: 5943.343750
	Iteration 0F: 3 clusters Score -1.895347e+07 nChanged 76706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 77928 members 
Entering Unmasked Estep 
Score: -18998252.000000 Penalty: 5943.343750
	Iteration 1F: 3 clusters Score -1.899825e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83110 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -18999276.000000 Penalty: 5943.343750
	Iteration 2Q: 3 clusters Score -1.899928e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84945 members 
Mstep: Class 2 contains 74994 members 
Entering Unmasked Estep 
Score: -19000670.000000 Penalty: 5943.343750
	Iteration 3Q: 3 clusters Score -1.900067e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -19002468.000000 Penalty: 5943.343750
	Iteration 4Q: 3 clusters Score -1.900247e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91708 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -19005238.000000 Penalty: 5943.343750
	Iteration 5Q: 3 clusters Score -1.900524e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -19009694.000000 Penalty: 5943.343750
	Iteration 6F: 3 clusters Score -1.900969e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104285 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -19016026.000000 Penalty: 5943.343750
	Iteration 7F: 3 clusters Score -1.901603e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112189 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -19024730.000000 Penalty: 5943.343750
	Iteration 8F: 3 clusters Score -1.902473e+07 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119276 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -19034766.000000 Penalty: 5943.343750
	Iteration 9F: 3 clusters Score -1.903477e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123825 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -19043670.000000 Penalty: 5943.343750
	Iteration 10F: 3 clusters Score -1.904367e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126239 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -19048498.000000 Penalty: 5943.343750
	Iteration 11Q: 3 clusters Score -1.90485e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128058 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -19050862.000000 Penalty: 5943.343750
	Iteration 12Q: 3 clusters Score -1.905086e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129743 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -19052300.000000 Penalty: 5943.343750
	Iteration 13Q: 3 clusters Score -1.90523e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131252 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -19053276.000000 Penalty: 5943.343750
	Iteration 14Q: 3 clusters Score -1.905328e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132635 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -19054022.000000 Penalty: 5943.343750
	Iteration 15Q: 3 clusters Score -1.905402e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133847 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -19054576.000000 Penalty: 5943.343750
	Iteration 16Q: 3 clusters Score -1.905458e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134882 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -19054936.000000 Penalty: 5943.343750
	Iteration 17Q: 3 clusters Score -1.905494e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135770 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -19055276.000000 Penalty: 5943.343750
	Iteration 18Q: 3 clusters Score -1.905528e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136541 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -19055408.000000 Penalty: 5943.343750
	Iteration 19Q: 3 clusters Score -1.905541e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137253 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -19055524.000000 Penalty: 5943.343750
	Iteration 20F: 3 clusters Score -1.905552e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137866 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -19055688.000000 Penalty: 5943.343750
	Iteration 21Q: 3 clusters Score -1.905569e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138383 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -19055808.000000 Penalty: 5943.343750
	Iteration 22Q: 3 clusters Score -1.905581e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138846 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -19055868.000000 Penalty: 5943.343750
	Iteration 23Q: 3 clusters Score -1.905587e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139257 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -19055912.000000 Penalty: 5943.343750
	Iteration 24Q: 3 clusters Score -1.905591e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139680 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -19055976.000000 Penalty: 5943.343750
	Iteration 25Q: 3 clusters Score -1.905598e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140070 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -19055970.000000 Penalty: 5943.343750
	Iteration 26Q: 3 clusters Score -1.905597e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140408 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -19056028.000000 Penalty: 5943.343750
	Iteration 27Q: 3 clusters Score -1.905603e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140716 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -19056090.000000 Penalty: 5943.343750
	Iteration 28Q: 3 clusters Score -1.905609e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140989 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -19056128.000000 Penalty: 5943.343750
	Iteration 29Q: 3 clusters Score -1.905613e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141229 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -19056122.000000 Penalty: 5943.343750
	Iteration 30Q: 3 clusters Score -1.905612e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141452 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -19056126.000000 Penalty: 5943.343750
	Iteration 31Q: 3 clusters Score -1.905613e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141641 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -19056142.000000 Penalty: 5943.343750
	Iteration 32Q: 3 clusters Score -1.905614e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141830 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -19056164.000000 Penalty: 5943.343750
	Iteration 33Q: 3 clusters Score -1.905616e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141983 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -19056208.000000 Penalty: 5943.343750
	Iteration 34Q: 3 clusters Score -1.905621e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142129 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -19056212.000000 Penalty: 5943.343750
	Iteration 35Q: 3 clusters Score -1.905621e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142262 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -19056210.000000 Penalty: 5943.343750
	Iteration 36Q: 3 clusters Score -1.905621e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142402 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -19056214.000000 Penalty: 5943.343750
	Iteration 37Q: 3 clusters Score -1.905621e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142524 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -19056226.000000 Penalty: 5943.343750
	Iteration 38Q: 3 clusters Score -1.905623e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142651 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -19056212.000000 Penalty: 5943.343750
	Iteration 39Q: 3 clusters Score -1.905621e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142763 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -19056248.000000 Penalty: 5943.343750
	Iteration 40F: 3 clusters Score -1.905625e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142860 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -19056242.000000 Penalty: 5943.343750
	Iteration 41Q: 3 clusters Score -1.905624e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142957 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -19056246.000000 Penalty: 5943.343750
	Iteration 42Q: 3 clusters Score -1.905625e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143061 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -19056250.000000 Penalty: 5943.343750
	Iteration 43Q: 3 clusters Score -1.905625e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143159 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -19056262.000000 Penalty: 5943.343750
	Iteration 44Q: 3 clusters Score -1.905626e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143231 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -19056246.000000 Penalty: 5943.343750
	Iteration 45Q: 3 clusters Score -1.905625e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143300 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -19056228.000000 Penalty: 5943.343750
	Iteration 46Q: 3 clusters Score -1.905623e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143363 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -19056212.000000 Penalty: 5943.343750
	Iteration 47Q: 3 clusters Score -1.905621e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143441 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -19056230.000000 Penalty: 5943.343750
	Iteration 48Q: 3 clusters Score -1.905623e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143519 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -19056222.000000 Penalty: 5943.343750
	Iteration 49Q: 3 clusters Score -1.905622e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143595 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -19056220.000000 Penalty: 5943.343750
	Iteration 50Q: 3 clusters Score -1.905622e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143669 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -19056222.000000 Penalty: 5943.343750
	Iteration 51Q: 3 clusters Score -1.905622e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143736 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -19056226.000000 Penalty: 5943.343750
	Iteration 52Q: 3 clusters Score -1.905623e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143782 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -19056224.000000 Penalty: 5943.343750
	Iteration 53Q: 3 clusters Score -1.905622e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143822 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -19056198.000000 Penalty: 5943.343750
	Iteration 54Q: 3 clusters Score -1.90562e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143865 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -19056202.000000 Penalty: 5943.343750
	Iteration 55Q: 3 clusters Score -1.90562e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143905 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -19056216.000000 Penalty: 5943.343750
	Iteration 56Q: 3 clusters Score -1.905622e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143945 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -19056214.000000 Penalty: 5943.343750
	Iteration 57Q: 3 clusters Score -1.905621e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143992 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -19056222.000000 Penalty: 5943.343750
	Iteration 58Q: 3 clusters Score -1.905622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144037 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -19056218.000000 Penalty: 5943.343750
	Iteration 59Q: 3 clusters Score -1.905622e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144083 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -19056230.000000 Penalty: 5943.343750
	Iteration 60F: 3 clusters Score -1.905623e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144143 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -19056248.000000 Penalty: 5943.343750
	Iteration 61Q: 3 clusters Score -1.905625e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144196 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -19056246.000000 Penalty: 5943.343750
	Iteration 62Q: 3 clusters Score -1.905625e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144255 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -19056264.000000 Penalty: 5943.343750
	Iteration 63Q: 3 clusters Score -1.905626e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144303 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -19056288.000000 Penalty: 5943.343750
	Iteration 64Q: 3 clusters Score -1.905629e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144350 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -19056280.000000 Penalty: 5943.343750
	Iteration 65Q: 3 clusters Score -1.905628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144385 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -19056292.000000 Penalty: 5943.343750
	Iteration 66Q: 3 clusters Score -1.905629e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144422 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -19056304.000000 Penalty: 5943.343750
	Iteration 67Q: 3 clusters Score -1.90563e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144454 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -19056280.000000 Penalty: 5943.343750
	Iteration 68Q: 3 clusters Score -1.905628e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144492 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -19056332.000000 Penalty: 5943.343750
	Iteration 69Q: 3 clusters Score -1.905633e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144521 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -19056338.000000 Penalty: 5943.343750
	Iteration 70Q: 3 clusters Score -1.905634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144544 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -19056348.000000 Penalty: 5943.343750
	Iteration 71Q: 3 clusters Score -1.905635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144564 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -19056346.000000 Penalty: 5943.343750
	Iteration 72Q: 3 clusters Score -1.905635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144579 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -19056342.000000 Penalty: 5943.343750
	Iteration 73Q: 3 clusters Score -1.905634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144597 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -19056314.000000 Penalty: 5943.343750
	Iteration 74Q: 3 clusters Score -1.905631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144610 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -19056308.000000 Penalty: 5943.343750
	Iteration 75Q: 3 clusters Score -1.905631e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144626 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -19056312.000000 Penalty: 5943.343750
	Iteration 76Q: 3 clusters Score -1.905631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144645 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -19056302.000000 Penalty: 5943.343750
	Iteration 77Q: 3 clusters Score -1.90563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144659 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -19056294.000000 Penalty: 5943.343750
	Iteration 78Q: 3 clusters Score -1.905629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144665 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -19056282.000000 Penalty: 5943.343750
	Iteration 79Q: 3 clusters Score -1.905628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144671 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -19056286.000000 Penalty: 5943.343750
	Iteration 80F: 3 clusters Score -1.905629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144674 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -19056296.000000 Penalty: 5943.343750
	Iteration 81Q: 3 clusters Score -1.90563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144678 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -19056288.000000 Penalty: 5943.343750
	Iteration 82Q: 3 clusters Score -1.905629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144679 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -19056290.000000 Penalty: 5943.343750
	Iteration 83Q: 3 clusters Score -1.905629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144680 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -19056286.000000 Penalty: 5943.343750
	Iteration 84Q: 3 clusters Score -1.905629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144683 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -19056284.000000 Penalty: 5943.343750
	Iteration 85Q: 3 clusters Score -1.905628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144691 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -19056298.000000 Penalty: 5943.343750
	Iteration 86Q: 3 clusters Score -1.90563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144695 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -19056294.000000 Penalty: 5943.343750
	Iteration 87Q: 3 clusters Score -1.905629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144700 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -19056290.000000 Penalty: 5943.343750
	Iteration 88Q: 3 clusters Score -1.905629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144704 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -19056288.000000 Penalty: 5943.343750
	Iteration 89Q: 3 clusters Score -1.905629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144710 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -19056294.000000 Penalty: 5943.343750
	Iteration 90Q: 3 clusters Score -1.905629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -19056292.000000 Penalty: 5943.343750
	Iteration 91Q: 3 clusters Score -1.905629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144717 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -19056302.000000 Penalty: 5943.343750
	Iteration 92Q: 3 clusters Score -1.90563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144721 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -19056286.000000 Penalty: 5943.343750
	Iteration 93Q: 3 clusters Score -1.905629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144727 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -19056288.000000 Penalty: 5943.343750
	Iteration 94Q: 3 clusters Score -1.905629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144734 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -19056294.000000 Penalty: 5943.343750
	Iteration 95Q: 3 clusters Score -1.905629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144743 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -19056306.000000 Penalty: 5943.343750
	Iteration 96Q: 3 clusters Score -1.905631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144746 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -19056306.000000 Penalty: 5943.343750
	Iteration 97Q: 3 clusters Score -1.905631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144753 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -19056298.000000 Penalty: 5943.343750
	Iteration 98Q: 3 clusters Score -1.90563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144760 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -19056288.000000 Penalty: 5943.343750
	Iteration 99Q: 3 clusters Score -1.905629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144765 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -19056290.000000 Penalty: 5943.343750
	Iteration 100F: 3 clusters Score -1.905629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144771 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -19056298.000000 Penalty: 5943.343750
	Iteration 101Q: 3 clusters Score -1.90563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144779 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -19056290.000000 Penalty: 5943.343750
	Iteration 102Q: 3 clusters Score -1.905629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144787 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -19056302.000000 Penalty: 5943.343750
	Iteration 103Q: 3 clusters Score -1.90563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144796 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -19056306.000000 Penalty: 5943.343750
	Iteration 104Q: 3 clusters Score -1.905631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144804 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -19056294.000000 Penalty: 5943.343750
	Iteration 105Q: 3 clusters Score -1.905629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144816 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -19056306.000000 Penalty: 5943.343750
	Iteration 106Q: 3 clusters Score -1.905631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144821 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -19056310.000000 Penalty: 5943.343750
	Iteration 107Q: 3 clusters Score -1.905631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144823 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -19056310.000000 Penalty: 5943.343750
	Iteration 108Q: 3 clusters Score -1.905631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144825 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -19056302.000000 Penalty: 5943.343750
	Iteration 109Q: 3 clusters Score -1.90563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144827 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -19056300.000000 Penalty: 5943.343750
	Iteration 110Q: 3 clusters Score -1.90563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144827 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -19056300.000000 Penalty: 5943.343750
	Iteration 111F: 3 clusters Score -1.90563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Entering Unmasked Estep 
Score: -2400041.750000 Penalty: 2462.043457
	Iteration 0F: 2 clusters Score -2400042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2385645.750000 Penalty: 4924.086914
	Iteration 0F: 3 clusters Score -2385646 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2390645.750000 Penalty: 4924.086914
	Iteration 1F: 3 clusters Score -2390646 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2391214.750000 Penalty: 4924.086914
	Iteration 2F: 3 clusters Score -2391215 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2391831.750000 Penalty: 4924.086914
	Iteration 3F: 3 clusters Score -2391832 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2392448.250000 Penalty: 4924.086914
	Iteration 4F: 3 clusters Score -2392448 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2393207.500000 Penalty: 4924.086914
	Iteration 5F: 3 clusters Score -2393208 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2393937.250000 Penalty: 4924.086914
	Iteration 6F: 3 clusters Score -2393937 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2394640.750000 Penalty: 4924.086914
	Iteration 7F: 3 clusters Score -2394641 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2395361.500000 Penalty: 4924.086914
	Iteration 8F: 3 clusters Score -2395362 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2396027.500000 Penalty: 4924.086914
	Iteration 9Q: 3 clusters Score -2396028 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2396597.750000 Penalty: 4924.086914
	Iteration 10Q: 3 clusters Score -2396598 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2397103.000000 Penalty: 4924.086914
	Iteration 11Q: 3 clusters Score -2397103 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2397480.250000 Penalty: 4924.086914
	Iteration 12Q: 3 clusters Score -2397480 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2397781.500000 Penalty: 4924.086914
	Iteration 13Q: 3 clusters Score -2397782 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2397973.500000 Penalty: 4924.086914
	Iteration 14Q: 3 clusters Score -2397974 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2398095.500000 Penalty: 4924.086914
	Iteration 15Q: 3 clusters Score -2398096 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2398154.000000 Penalty: 4924.086914
	Iteration 16Q: 3 clusters Score -2398154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2398203.000000 Penalty: 4924.086914
	Iteration 17Q: 3 clusters Score -2398203 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2398246.750000 Penalty: 4924.086914
	Iteration 18Q: 3 clusters Score -2398247 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2398281.500000 Penalty: 4924.086914
	Iteration 19Q: 3 clusters Score -2398282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2398295.000000 Penalty: 4924.086914
	Iteration 20F: 3 clusters Score -2398295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2398300.000000 Penalty: 4924.086914
	Iteration 21Q: 3 clusters Score -2398300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2398308.500000 Penalty: 4924.086914
	Iteration 22Q: 3 clusters Score -2398308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2398310.000000 Penalty: 4924.086914
	Iteration 23Q: 3 clusters Score -2398310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2398317.000000 Penalty: 4924.086914
	Iteration 24Q: 3 clusters Score -2398317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2398317.000000 Penalty: 4924.086914
	Iteration 25Q: 3 clusters Score -2398317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2398320.000000 Penalty: 4924.086914
	Iteration 26Q: 3 clusters Score -2398320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2398318.750000 Penalty: 4924.086914
	Iteration 27Q: 3 clusters Score -2398319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2398316.750000 Penalty: 4924.086914
	Iteration 28Q: 3 clusters Score -2398317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2398316.750000 Penalty: 4924.086914
	Iteration 29F: 3 clusters Score -2398317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Entering Unmasked Estep 
Score: -2099991.750000 Penalty: 2428.553955
	Iteration 0F: 2 clusters Score -2099992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2087354.500000 Penalty: 4857.107910
	Iteration 0F: 3 clusters Score -2087354 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2091516.375000 Penalty: 4857.107910
	Iteration 1F: 3 clusters Score -2091516 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2092089.500000 Penalty: 4857.107910
	Iteration 2F: 3 clusters Score -2092090 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2092697.625000 Penalty: 4857.107910
	Iteration 3F: 3 clusters Score -2092698 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2093344.375000 Penalty: 4857.107910
	Iteration 4F: 3 clusters Score -2093344 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2093991.250000 Penalty: 4857.107910
	Iteration 5F: 3 clusters Score -2093991 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2094630.250000 Penalty: 4857.107910
	Iteration 6F: 3 clusters Score -2094630 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2095231.625000 Penalty: 4857.107910
	Iteration 7F: 3 clusters Score -2095232 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2095803.500000 Penalty: 4857.107910
	Iteration 8F: 3 clusters Score -2095804 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2096269.750000 Penalty: 4857.107910
	Iteration 9Q: 3 clusters Score -2096270 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2096646.625000 Penalty: 4857.107910
	Iteration 10Q: 3 clusters Score -2096647 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2096896.625000 Penalty: 4857.107910
	Iteration 11Q: 3 clusters Score -2096897 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2097093.125000 Penalty: 4857.107910
	Iteration 12Q: 3 clusters Score -2097093 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2097232.000000 Penalty: 4857.107910
	Iteration 13Q: 3 clusters Score -2097232 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2097330.250000 Penalty: 4857.107910
	Iteration 14Q: 3 clusters Score -2097330 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2097429.000000 Penalty: 4857.107910
	Iteration 15Q: 3 clusters Score -2097429 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2097498.750000 Penalty: 4857.107910
	Iteration 16Q: 3 clusters Score -2097499 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2097569.000000 Penalty: 4857.107910
	Iteration 17Q: 3 clusters Score -2097569 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2097636.750000 Penalty: 4857.107910
	Iteration 18Q: 3 clusters Score -2097637 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2097709.250000 Penalty: 4857.107910
	Iteration 19Q: 3 clusters Score -2097709 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2097775.500000 Penalty: 4857.107910
	Iteration 20F: 3 clusters Score -2097776 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2097824.750000 Penalty: 4857.107910
	Iteration 21Q: 3 clusters Score -2097825 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2097873.500000 Penalty: 4857.107910
	Iteration 22Q: 3 clusters Score -2097874 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2097916.250000 Penalty: 4857.107910
	Iteration 23Q: 3 clusters Score -2097916 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2097957.750000 Penalty: 4857.107910
	Iteration 24Q: 3 clusters Score -2097958 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2097996.750000 Penalty: 4857.107910
	Iteration 25Q: 3 clusters Score -2097997 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2098039.750000 Penalty: 4857.107910
	Iteration 26Q: 3 clusters Score -2098040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2098059.750000 Penalty: 4857.107910
	Iteration 27Q: 3 clusters Score -2098060 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2098087.750000 Penalty: 4857.107910
	Iteration 28Q: 3 clusters Score -2098088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2098113.750000 Penalty: 4857.107910
	Iteration 29Q: 3 clusters Score -2098114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2098129.250000 Penalty: 4857.107910
	Iteration 30Q: 3 clusters Score -2098129 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2098148.000000 Penalty: 4857.107910
	Iteration 31Q: 3 clusters Score -2098148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2098167.000000 Penalty: 4857.107910
	Iteration 32Q: 3 clusters Score -2098167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2098175.750000 Penalty: 4857.107910
	Iteration 33Q: 3 clusters Score -2098176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2098189.750000 Penalty: 4857.107910
	Iteration 34Q: 3 clusters Score -2098190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2098199.250000 Penalty: 4857.107910
	Iteration 35Q: 3 clusters Score -2098199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2098197.500000 Penalty: 4857.107910
	Iteration 36Q: 3 clusters Score -2098198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2098209.500000 Penalty: 4857.107910
	Iteration 37Q: 3 clusters Score -2098210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2098225.250000 Penalty: 4857.107910
	Iteration 38Q: 3 clusters Score -2098225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2098234.000000 Penalty: 4857.107910
	Iteration 39Q: 3 clusters Score -2098234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2098238.250000 Penalty: 4857.107910
	Iteration 40F: 3 clusters Score -2098238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2098245.250000 Penalty: 4857.107910
	Iteration 41Q: 3 clusters Score -2098245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2098246.500000 Penalty: 4857.107910
	Iteration 42Q: 3 clusters Score -2098246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2098255.000000 Penalty: 4857.107910
	Iteration 43Q: 3 clusters Score -2098255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2098262.750000 Penalty: 4857.107910
	Iteration 44Q: 3 clusters Score -2098263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2098264.750000 Penalty: 4857.107910
	Iteration 45Q: 3 clusters Score -2098265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2098268.000000 Penalty: 4857.107910
	Iteration 46Q: 3 clusters Score -2098268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2098271.750000 Penalty: 4857.107910
	Iteration 47Q: 3 clusters Score -2098272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2098272.000000 Penalty: 4857.107910
	Iteration 48Q: 3 clusters Score -2098272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2098275.750000 Penalty: 4857.107910
	Iteration 49Q: 3 clusters Score -2098276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2098282.250000 Penalty: 4857.107910
	Iteration 50Q: 3 clusters Score -2098282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2098282.250000 Penalty: 4857.107910
	Iteration 51Q: 3 clusters Score -2098282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2098286.000000 Penalty: 4857.107910
	Iteration 52Q: 3 clusters Score -2098286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2098288.000000 Penalty: 4857.107910
	Iteration 53Q: 3 clusters Score -2098288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2098291.000000 Penalty: 4857.107910
	Iteration 54Q: 3 clusters Score -2098291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2098289.250000 Penalty: 4857.107910
	Iteration 55Q: 3 clusters Score -2098289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2098291.250000 Penalty: 4857.107910
	Iteration 56Q: 3 clusters Score -2098291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2098291.000000 Penalty: 4857.107910
	Iteration 57Q: 3 clusters Score -2098291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2098291.000000 Penalty: 4857.107910
	Iteration 58F: 3 clusters Score -2098291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Entering Unmasked Estep 
Score: -557026.750000 Penalty: 2091.315430
	Iteration 0F: 2 clusters Score -557026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -552778.375000 Penalty: 4182.630859
	Iteration 0F: 3 clusters Score -552778.4 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -553727.812500 Penalty: 4182.630859
	Iteration 1F: 3 clusters Score -553727.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -553904.625000 Penalty: 4182.630859
	Iteration 2F: 3 clusters Score -553904.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -554014.187500 Penalty: 4182.630859
	Iteration 3Q: 3 clusters Score -554014.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -554097.375000 Penalty: 4182.630859
	Iteration 4Q: 3 clusters Score -554097.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -554163.312500 Penalty: 4182.630859
	Iteration 5Q: 3 clusters Score -554163.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -554214.375000 Penalty: 4182.630859
	Iteration 6Q: 3 clusters Score -554214.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -554250.750000 Penalty: 4182.630859
	Iteration 7Q: 3 clusters Score -554250.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -554277.437500 Penalty: 4182.630859
	Iteration 8Q: 3 clusters Score -554277.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -554295.625000 Penalty: 4182.630859
	Iteration 9Q: 3 clusters Score -554295.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -554311.437500 Penalty: 4182.630859
	Iteration 10Q: 3 clusters Score -554311.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -554325.687500 Penalty: 4182.630859
	Iteration 11Q: 3 clusters Score -554325.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -554335.812500 Penalty: 4182.630859
	Iteration 12Q: 3 clusters Score -554335.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -554347.250000 Penalty: 4182.630859
	Iteration 13Q: 3 clusters Score -554347.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -554362.937500 Penalty: 4182.630859
	Iteration 14Q: 3 clusters Score -554362.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -554382.437500 Penalty: 4182.630859
	Iteration 15Q: 3 clusters Score -554382.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -554414.562500 Penalty: 4182.630859
	Iteration 16Q: 3 clusters Score -554414.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -554445.937500 Penalty: 4182.630859
	Iteration 17Q: 3 clusters Score -554445.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -554482.687500 Penalty: 4182.630859
	Iteration 18Q: 3 clusters Score -554482.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -554514.750000 Penalty: 4182.630859
	Iteration 19Q: 3 clusters Score -554514.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -554546.562500 Penalty: 4182.630859
	Iteration 20F: 3 clusters Score -554546.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -554576.625000 Penalty: 4182.630859
	Iteration 21Q: 3 clusters Score -554576.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -554609.625000 Penalty: 4182.630859
	Iteration 22Q: 3 clusters Score -554609.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -554641.375000 Penalty: 4182.630859
	Iteration 23Q: 3 clusters Score -554641.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -554670.437500 Penalty: 4182.630859
	Iteration 24Q: 3 clusters Score -554670.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -554704.125000 Penalty: 4182.630859
	Iteration 25Q: 3 clusters Score -554704.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -554736.125000 Penalty: 4182.630859
	Iteration 26Q: 3 clusters Score -554736.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -554770.000000 Penalty: 4182.630859
	Iteration 27Q: 3 clusters Score -554770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -554799.750000 Penalty: 4182.630859
	Iteration 28Q: 3 clusters Score -554799.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -554827.000000 Penalty: 4182.630859
	Iteration 29Q: 3 clusters Score -554827 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -554866.250000 Penalty: 4182.630859
	Iteration 30Q: 3 clusters Score -554866.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -554905.687500 Penalty: 4182.630859
	Iteration 31Q: 3 clusters Score -554905.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -554942.937500 Penalty: 4182.630859
	Iteration 32Q: 3 clusters Score -554942.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -554976.937500 Penalty: 4182.630859
	Iteration 33Q: 3 clusters Score -554976.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -555008.125000 Penalty: 4182.630859
	Iteration 34Q: 3 clusters Score -555008.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -555037.687500 Penalty: 4182.630859
	Iteration 35Q: 3 clusters Score -555037.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -555072.312500 Penalty: 4182.630859
	Iteration 36Q: 3 clusters Score -555072.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -555101.062500 Penalty: 4182.630859
	Iteration 37Q: 3 clusters Score -555101.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -555127.000000 Penalty: 4182.630859
	Iteration 38Q: 3 clusters Score -555127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -555151.875000 Penalty: 4182.630859
	Iteration 39Q: 3 clusters Score -555151.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -555177.562500 Penalty: 4182.630859
	Iteration 40F: 3 clusters Score -555177.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -555206.312500 Penalty: 4182.630859
	Iteration 41Q: 3 clusters Score -555206.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -555236.875000 Penalty: 4182.630859
	Iteration 42Q: 3 clusters Score -555236.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -555266.062500 Penalty: 4182.630859
	Iteration 43Q: 3 clusters Score -555266.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -555289.250000 Penalty: 4182.630859
	Iteration 44Q: 3 clusters Score -555289.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -555301.687500 Penalty: 4182.630859
	Iteration 45Q: 3 clusters Score -555301.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -555308.187500 Penalty: 4182.630859
	Iteration 46Q: 3 clusters Score -555308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -555311.375000 Penalty: 4182.630859
	Iteration 47Q: 3 clusters Score -555311.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -555314.187500 Penalty: 4182.630859
	Iteration 48Q: 3 clusters Score -555314.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -555314.187500 Penalty: 4182.630859
	Iteration 49F: 3 clusters Score -555314.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -78016.023438 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -78016.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76406.976562 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -76406.98 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76857.359375 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -76857.36 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77054.406250 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -77054.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -77272.218750 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -77272.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77490.500000 Penalty: 3333.827148
	Iteration 4F: 3 clusters Score -77490.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -77581.750000 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -77581.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -77629.429688 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -77629.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77654.195312 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -77654.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -77672.226562 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -77672.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -77677.273438 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -77677.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -77682.171875 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -77682.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -77683.750000 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -77683.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -77683.750000 Penalty: 3333.827148
	Iteration 12F: 3 clusters Score -77683.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Entering Unmasked Estep 
Score: -1079595.250000 Penalty: 2258.777832
	Iteration 0F: 2 clusters Score -1079595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1072551.250000 Penalty: 4517.555664
	Iteration 0F: 3 clusters Score -1072551 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1074505.250000 Penalty: 4517.555664
	Iteration 1F: 3 clusters Score -1074505 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1074756.750000 Penalty: 4517.555664
	Iteration 2F: 3 clusters Score -1074757 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1074938.250000 Penalty: 4517.555664
	Iteration 3Q: 3 clusters Score -1074938 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1075112.875000 Penalty: 4517.555664
	Iteration 4Q: 3 clusters Score -1075113 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1075280.625000 Penalty: 4517.555664
	Iteration 5Q: 3 clusters Score -1075281 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1075450.375000 Penalty: 4517.555664
	Iteration 6Q: 3 clusters Score -1075450 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1075619.375000 Penalty: 4517.555664
	Iteration 7Q: 3 clusters Score -1075619 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1075822.250000 Penalty: 4517.555664
	Iteration 8Q: 3 clusters Score -1075822 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1076046.625000 Penalty: 4517.555664
	Iteration 9Q: 3 clusters Score -1076047 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1076270.125000 Penalty: 4517.555664
	Iteration 10Q: 3 clusters Score -1076270 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1076508.125000 Penalty: 4517.555664
	Iteration 11Q: 3 clusters Score -1076508 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1076717.250000 Penalty: 4517.555664
	Iteration 12Q: 3 clusters Score -1076717 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1076915.500000 Penalty: 4517.555664
	Iteration 13Q: 3 clusters Score -1076916 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1077092.000000 Penalty: 4517.555664
	Iteration 14Q: 3 clusters Score -1077092 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1077236.750000 Penalty: 4517.555664
	Iteration 15Q: 3 clusters Score -1077237 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1077348.500000 Penalty: 4517.555664
	Iteration 16Q: 3 clusters Score -1077348 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1077435.875000 Penalty: 4517.555664
	Iteration 17Q: 3 clusters Score -1077436 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1077507.125000 Penalty: 4517.555664
	Iteration 18Q: 3 clusters Score -1077507 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1077555.500000 Penalty: 4517.555664
	Iteration 19Q: 3 clusters Score -1077556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1077590.625000 Penalty: 4517.555664
	Iteration 20F: 3 clusters Score -1077591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1077622.500000 Penalty: 4517.555664
	Iteration 21Q: 3 clusters Score -1077622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1077647.875000 Penalty: 4517.555664
	Iteration 22Q: 3 clusters Score -1077648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1077667.250000 Penalty: 4517.555664
	Iteration 23Q: 3 clusters Score -1077667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1077683.250000 Penalty: 4517.555664
	Iteration 24Q: 3 clusters Score -1077683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1077691.500000 Penalty: 4517.555664
	Iteration 25Q: 3 clusters Score -1077692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1077699.750000 Penalty: 4517.555664
	Iteration 26Q: 3 clusters Score -1077700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1077710.500000 Penalty: 4517.555664
	Iteration 27Q: 3 clusters Score -1077710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1077719.875000 Penalty: 4517.555664
	Iteration 28Q: 3 clusters Score -1077720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1077723.250000 Penalty: 4517.555664
	Iteration 29Q: 3 clusters Score -1077723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1077731.125000 Penalty: 4517.555664
	Iteration 30Q: 3 clusters Score -1077731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1077742.125000 Penalty: 4517.555664
	Iteration 31Q: 3 clusters Score -1077742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1077756.375000 Penalty: 4517.555664
	Iteration 32Q: 3 clusters Score -1077756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1077763.375000 Penalty: 4517.555664
	Iteration 33Q: 3 clusters Score -1077763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1077767.250000 Penalty: 4517.555664
	Iteration 34Q: 3 clusters Score -1077767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1077770.500000 Penalty: 4517.555664
	Iteration 35Q: 3 clusters Score -1077770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1077773.375000 Penalty: 4517.555664
	Iteration 36Q: 3 clusters Score -1077773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1077777.875000 Penalty: 4517.555664
	Iteration 37Q: 3 clusters Score -1077778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1077780.875000 Penalty: 4517.555664
	Iteration 38Q: 3 clusters Score -1077781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1077784.375000 Penalty: 4517.555664
	Iteration 39Q: 3 clusters Score -1077784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1077789.375000 Penalty: 4517.555664
	Iteration 40F: 3 clusters Score -1077789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1077794.500000 Penalty: 4517.555664
	Iteration 41Q: 3 clusters Score -1077794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1077796.375000 Penalty: 4517.555664
	Iteration 42Q: 3 clusters Score -1077796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1077800.125000 Penalty: 4517.555664
	Iteration 43Q: 3 clusters Score -1077800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1077804.000000 Penalty: 4517.555664
	Iteration 44Q: 3 clusters Score -1077804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1077805.000000 Penalty: 4517.555664
	Iteration 45Q: 3 clusters Score -1077805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1077806.375000 Penalty: 4517.555664
	Iteration 46Q: 3 clusters Score -1077806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1077806.750000 Penalty: 4517.555664
	Iteration 47Q: 3 clusters Score -1077807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1077806.750000 Penalty: 4517.555664
	Iteration 48F: 3 clusters Score -1077807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 35806 members 
Mstep: Class 3 contains 12627 members 
Mstep: Class 4 contains 96070 members 
Mstep: Class 5 contains 18063 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 17709 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13070 members 
Mstep: Class 10 contains 147008 members 
Mstep: Class 11 contains 42682 members 
Mstep: Class 12 contains 49847 members 
Mstep: Class 13 contains 24133 members 
Mstep: Class 14 contains 34946 members 
Mstep: Class 15 contains 180045 members 
Mstep: Class 16 contains 60772 members 
Mstep: Class 17 contains 201076 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149716 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159939 members 
Mstep: Class 24 contains 20488 members 
Mstep: Class 25 contains 17900 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054816.000000 Penalty: 97997.882812
Iteration 159Q: 29 clusters Score -1.560548e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 35802 members 
Mstep: Class 3 contains 12628 members 
Mstep: Class 4 contains 96073 members 
Mstep: Class 5 contains 18062 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17707 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13071 members 
Mstep: Class 10 contains 147014 members 
Mstep: Class 11 contains 42678 members 
Mstep: Class 12 contains 49845 members 
Mstep: Class 13 contains 24135 members 
Mstep: Class 14 contains 34941 members 
Mstep: Class 15 contains 180049 members 
Mstep: Class 16 contains 60770 members 
Mstep: Class 17 contains 201070 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149737 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159933 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17893 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054832.000000 Penalty: 97997.882812
Iteration 160F: 29 clusters Score -1.560548e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 35804 members 
Mstep: Class 3 contains 12627 members 
Mstep: Class 4 contains 96074 members 
Mstep: Class 5 contains 18063 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17705 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13070 members 
Mstep: Class 10 contains 147004 members 
Mstep: Class 11 contains 42672 members 
Mstep: Class 12 contains 49849 members 
Mstep: Class 13 contains 24136 members 
Mstep: Class 14 contains 34940 members 
Mstep: Class 15 contains 180052 members 
Mstep: Class 16 contains 60769 members 
Mstep: Class 17 contains 201060 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149759 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159928 members 
Mstep: Class 24 contains 20491 members 
Mstep: Class 25 contains 17890 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054768.000000 Penalty: 97997.882812
Iteration 161Q: 29 clusters Score -1.560548e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 35805 members 
Mstep: Class 3 contains 12627 members 
Mstep: Class 4 contains 96074 members 
Mstep: Class 5 contains 18065 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17702 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13069 members 
Mstep: Class 10 contains 147007 members 
Mstep: Class 11 contains 42664 members 
Mstep: Class 12 contains 49855 members 
Mstep: Class 13 contains 24136 members 
Mstep: Class 14 contains 34942 members 
Mstep: Class 15 contains 180055 members 
Mstep: Class 16 contains 60767 members 
Mstep: Class 17 contains 201059 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149773 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159915 members 
Mstep: Class 24 contains 20493 members 
Mstep: Class 25 contains 17884 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054592.000000 Penalty: 97997.882812
Iteration 162Q: 29 clusters Score -1.560546e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 35808 members 
Mstep: Class 3 contains 12627 members 
Mstep: Class 4 contains 96072 members 
Mstep: Class 5 contains 18065 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17701 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 13070 members 
Mstep: Class 10 contains 146995 members 
Mstep: Class 11 contains 42660 members 
Mstep: Class 12 contains 49852 members 
Mstep: Class 13 contains 24137 members 
Mstep: Class 14 contains 34943 members 
Mstep: Class 15 contains 180066 members 
Mstep: Class 16 contains 60765 members 
Mstep: Class 17 contains 201052 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149800 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159907 members 
Mstep: Class 24 contains 20495 members 
Mstep: Class 25 contains 17877 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054576.000000 Penalty: 97997.882812
Iteration 163Q: 29 clusters Score -1.560546e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 35812 members 
Mstep: Class 3 contains 12627 members 
Mstep: Class 4 contains 96070 members 
Mstep: Class 5 contains 18069 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17696 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 13068 members 
Mstep: Class 10 contains 146976 members 
Mstep: Class 11 contains 42657 members 
Mstep: Class 12 contains 49849 members 
Mstep: Class 13 contains 24138 members 
Mstep: Class 14 contains 34942 members 
Mstep: Class 15 contains 180070 members 
Mstep: Class 16 contains 60764 members 
Mstep: Class 17 contains 201041 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149838 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159906 members 
Mstep: Class 24 contains 20496 members 
Mstep: Class 25 contains 17870 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054432.000000 Penalty: 97997.882812
Iteration 164Q: 29 clusters Score -1.560544e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 35817 members 
Mstep: Class 3 contains 12627 members 
Mstep: Class 4 contains 96070 members 
Mstep: Class 5 contains 18072 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17695 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13067 members 
Mstep: Class 10 contains 146984 members 
Mstep: Class 11 contains 42657 members 
Mstep: Class 12 contains 49840 members 
Mstep: Class 13 contains 24137 members 
Mstep: Class 14 contains 34938 members 
Mstep: Class 15 contains 180076 members 
Mstep: Class 16 contains 60763 members 
Mstep: Class 17 contains 201026 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149869 members 
Mstep: Class 21 contains 9175 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159894 members 
Mstep: Class 24 contains 20496 members 
Mstep: Class 25 contains 17861 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054352.000000 Penalty: 97997.882812
Iteration 165Q: 29 clusters Score -1.560544e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 35825 members 
Mstep: Class 3 contains 12627 members 
Mstep: Class 4 contains 96072 members 
Mstep: Class 5 contains 18074 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17691 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13069 members 
Mstep: Class 10 contains 146990 members 
Mstep: Class 11 contains 42654 members 
Mstep: Class 12 contains 49834 members 
Mstep: Class 13 contains 24138 members 
Mstep: Class 14 contains 34935 members 
Mstep: Class 15 contains 180085 members 
Mstep: Class 16 contains 60764 members 
Mstep: Class 17 contains 201002 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149906 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159872 members 
Mstep: Class 24 contains 20498 members 
Mstep: Class 25 contains 17856 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054320.000000 Penalty: 97997.882812
Iteration 166Q: 29 clusters Score -1.560543e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 35827 members 
Mstep: Class 3 contains 12628 members 
Mstep: Class 4 contains 96072 members 
Mstep: Class 5 contains 18076 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17687 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13071 members 
Mstep: Class 10 contains 146975 members 
Mstep: Class 11 contains 42654 members 
Mstep: Class 12 contains 49817 members 
Mstep: Class 13 contains 24138 members 
Mstep: Class 14 contains 34935 members 
Mstep: Class 15 contains 180094 members 
Mstep: Class 16 contains 60765 members 
Mstep: Class 17 contains 200992 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 149957 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159854 members 
Mstep: Class 24 contains 20501 members 
Mstep: Class 25 contains 17854 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054336.000000 Penalty: 97997.882812
Iteration 167Q: 29 clusters Score -1.560543e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 35832 members 
Mstep: Class 3 contains 12628 members 
Mstep: Class 4 contains 96074 members 
Mstep: Class 5 contains 18074 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17685 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13070 members 
Mstep: Class 10 contains 146965 members 
Mstep: Class 11 contains 42656 members 
Mstep: Class 12 contains 49797 members 
Mstep: Class 13 contains 24137 members 
Mstep: Class 14 contains 34931 members 
Mstep: Class 15 contains 180109 members 
Mstep: Class 16 contains 60766 members 
Mstep: Class 17 contains 200976 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 150007 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159840 members 
Mstep: Class 24 contains 20504 members 
Mstep: Class 25 contains 17850 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054400.000000 Penalty: 97997.882812
Iteration 168Q: 29 clusters Score -1.560544e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 35838 members 
Mstep: Class 3 contains 12627 members 
Mstep: Class 4 contains 96075 members 
Mstep: Class 5 contains 18072 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17684 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13071 members 
Mstep: Class 10 contains 146929 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 49791 members 
Mstep: Class 13 contains 24136 members 
Mstep: Class 14 contains 34930 members 
Mstep: Class 15 contains 180115 members 
Mstep: Class 16 contains 60766 members 
Mstep: Class 17 contains 200958 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150085 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159822 members 
Mstep: Class 24 contains 20506 members 
Mstep: Class 25 contains 17848 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054272.000000 Penalty: 97997.882812
Iteration 169Q: 29 clusters Score -1.560543e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 35838 members 
Mstep: Class 3 contains 12626 members 
Mstep: Class 4 contains 96078 members 
Mstep: Class 5 contains 18073 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17686 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13067 members 
Mstep: Class 10 contains 146917 members 
Mstep: Class 11 contains 42652 members 
Mstep: Class 12 contains 49778 members 
Mstep: Class 13 contains 24137 members 
Mstep: Class 14 contains 34928 members 
Mstep: Class 15 contains 180127 members 
Mstep: Class 16 contains 60767 members 
Mstep: Class 17 contains 200941 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150138 members 
Mstep: Class 21 contains 9170 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159804 members 
Mstep: Class 24 contains 20508 members 
Mstep: Class 25 contains 17841 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054224.000000 Penalty: 97997.882812
Iteration 170Q: 29 clusters Score -1.560542e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 35838 members 
Mstep: Class 3 contains 12627 members 
Mstep: Class 4 contains 96079 members 
Mstep: Class 5 contains 18073 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17682 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 13066 members 
Mstep: Class 10 contains 146912 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 49766 members 
Mstep: Class 13 contains 24138 members 
Mstep: Class 14 contains 34927 members 
Mstep: Class 15 contains 180134 members 
Mstep: Class 16 contains 60767 members 
Mstep: Class 17 contains 200931 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150171 members 
Mstep: Class 21 contains 9170 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159792 members 
Mstep: Class 24 contains 20514 members 
Mstep: Class 25 contains 17834 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054320.000000 Penalty: 97997.882812
Iteration 171Q: 29 clusters Score -1.560543e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 35839 members 
Mstep: Class 3 contains 12627 members 
Mstep: Class 4 contains 96082 members 
Mstep: Class 5 contains 18076 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17681 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 13067 members 
Mstep: Class 10 contains 146882 members 
Mstep: Class 11 contains 42649 members 
Mstep: Class 12 contains 49759 members 
Mstep: Class 13 contains 24139 members 
Mstep: Class 14 contains 34924 members 
Mstep: Class 15 contains 180141 members 
Mstep: Class 16 contains 60768 members 
Mstep: Class 17 contains 200925 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150222 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159781 members 
Mstep: Class 24 contains 20516 members 
Mstep: Class 25 contains 17823 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054288.000000 Penalty: 97997.882812
Iteration 172Q: 29 clusters Score -1.560543e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 35840 members 
Mstep: Class 3 contains 12627 members 
Mstep: Class 4 contains 96083 members 
Mstep: Class 5 contains 18076 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17681 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13067 members 
Mstep: Class 10 contains 146868 members 
Mstep: Class 11 contains 42645 members 
Mstep: Class 12 contains 49756 members 
Mstep: Class 13 contains 24140 members 
Mstep: Class 14 contains 34923 members 
Mstep: Class 15 contains 180145 members 
Mstep: Class 16 contains 60770 members 
Mstep: Class 17 contains 200902 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150283 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159772 members 
Mstep: Class 24 contains 20518 members 
Mstep: Class 25 contains 17808 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054480.000000 Penalty: 97997.882812
Iteration 173Q: 29 clusters Score -1.560545e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 35841 members 
Mstep: Class 3 contains 12628 members 
Mstep: Class 4 contains 96083 members 
Mstep: Class 5 contains 18082 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17679 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13068 members 
Mstep: Class 10 contains 146839 members 
Mstep: Class 11 contains 42640 members 
Mstep: Class 12 contains 49748 members 
Mstep: Class 13 contains 24137 members 
Mstep: Class 14 contains 34921 members 
Mstep: Class 15 contains 180152 members 
Mstep: Class 16 contains 60771 members 
Mstep: Class 17 contains 200904 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150340 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159758 members 
Mstep: Class 24 contains 20519 members 
Mstep: Class 25 contains 17797 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054400.000000 Penalty: 97997.882812
Iteration 174Q: 29 clusters Score -1.560544e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 35840 members 
Mstep: Class 3 contains 12627 members 
Mstep: Class 4 contains 96085 members 
Mstep: Class 5 contains 18083 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17679 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13069 members 
Mstep: Class 10 contains 146812 members 
Mstep: Class 11 contains 42635 members 
Mstep: Class 12 contains 49737 members 
Mstep: Class 13 contains 24134 members 
Mstep: Class 14 contains 34921 members 
Mstep: Class 15 contains 180161 members 
Mstep: Class 16 contains 60773 members 
Mstep: Class 17 contains 200908 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150395 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159740 members 
Mstep: Class 24 contains 20520 members 
Mstep: Class 25 contains 17789 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054320.000000 Penalty: 97997.882812
Iteration 175Q: 29 clusters Score -1.560543e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 35840 members 
Mstep: Class 3 contains 12626 members 
Mstep: Class 4 contains 96082 members 
Mstep: Class 5 contains 18082 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17679 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13070 members 
Mstep: Class 10 contains 146790 members 
Mstep: Class 11 contains 42634 members 
Mstep: Class 12 contains 49736 members 
Mstep: Class 13 contains 24132 members 
Mstep: Class 14 contains 34920 members 
Mstep: Class 15 contains 180165 members 
Mstep: Class 16 contains 60774 members 
Mstep: Class 17 contains 200897 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150459 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159725 members 
Mstep: Class 24 contains 20517 members 
Mstep: Class 25 contains 17783 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054304.000000 Penalty: 97997.882812
Iteration 176Q: 29 clusters Score -1.560543e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 35838 members 
Mstep: Class 3 contains 12626 members 
Mstep: Class 4 contains 96080 members 
Mstep: Class 5 contains 18080 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17676 members 
Mstep: Class 8 contains 3333 members 
Mstep: Class 9 contains 13073 members 
Mstep: Class 10 contains 146769 members 
Mstep: Class 11 contains 42636 members 
Mstep: Class 12 contains 49732 members 
Mstep: Class 13 contains 24133 members 
Mstep: Class 14 contains 34919 members 
Mstep: Class 15 contains 180172 members 
Mstep: Class 16 contains 60775 members 
Mstep: Class 17 contains 200886 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150512 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159711 members 
Mstep: Class 24 contains 20516 members 
Mstep: Class 25 contains 17782 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054336.000000 Penalty: 97997.882812
Iteration 177Q: 29 clusters Score -1.560543e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 35839 members 
Mstep: Class 3 contains 12626 members 
Mstep: Class 4 contains 96080 members 
Mstep: Class 5 contains 18077 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17675 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 13074 members 
Mstep: Class 10 contains 146754 members 
Mstep: Class 11 contains 42630 members 
Mstep: Class 12 contains 49728 members 
Mstep: Class 13 contains 24134 members 
Mstep: Class 14 contains 34917 members 
Mstep: Class 15 contains 180179 members 
Mstep: Class 16 contains 60774 members 
Mstep: Class 17 contains 200876 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150565 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159707 members 
Mstep: Class 24 contains 20514 members 
Mstep: Class 25 contains 17770 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054112.000000 Penalty: 97997.882812
Iteration 178Q: 29 clusters Score -1.560541e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 35840 members 
Mstep: Class 3 contains 12626 members 
Mstep: Class 4 contains 96079 members 
Mstep: Class 5 contains 18074 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17672 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 13074 members 
Mstep: Class 10 contains 146749 members 
Mstep: Class 11 contains 42624 members 
Mstep: Class 12 contains 49717 members 
Mstep: Class 13 contains 24133 members 
Mstep: Class 14 contains 34921 members 
Mstep: Class 15 contains 180191 members 
Mstep: Class 16 contains 60774 members 
Mstep: Class 17 contains 200866 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150603 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159701 members 
Mstep: Class 24 contains 20514 members 
Mstep: Class 25 contains 17762 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054336.000000 Penalty: 97997.882812
Iteration 179Q: 29 clusters Score -1.560543e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 35843 members 
Mstep: Class 3 contains 12628 members 
Mstep: Class 4 contains 96080 members 
Mstep: Class 5 contains 18075 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17666 members 
Mstep: Class 8 contains 3333 members 
Mstep: Class 9 contains 13076 members 
Mstep: Class 10 contains 146737 members 
Mstep: Class 11 contains 42623 members 
Mstep: Class 12 contains 49707 members 
Mstep: Class 13 contains 24127 members 
Mstep: Class 14 contains 34920 members 
Mstep: Class 15 contains 180196 members 
Mstep: Class 16 contains 60774 members 
Mstep: Class 17 contains 200862 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150638 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159695 members 
Mstep: Class 24 contains 20513 members 
Mstep: Class 25 contains 17758 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054256.000000 Penalty: 97997.882812
Iteration 180F: 29 clusters Score -1.560543e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 35844 members 
Mstep: Class 3 contains 12628 members 
Mstep: Class 4 contains 96080 members 
Mstep: Class 5 contains 18075 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17663 members 
Mstep: Class 8 contains 3333 members 
Mstep: Class 9 contains 13082 members 
Mstep: Class 10 contains 146719 members 
Mstep: Class 11 contains 42622 members 
Mstep: Class 12 contains 49692 members 
Mstep: Class 13 contains 24127 members 
Mstep: Class 14 contains 34915 members 
Mstep: Class 15 contains 180209 members 
Mstep: Class 16 contains 60772 members 
Mstep: Class 17 contains 200861 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150681 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159689 members 
Mstep: Class 24 contains 20511 members 
Mstep: Class 25 contains 17748 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054352.000000 Penalty: 97997.882812
Iteration 181Q: 29 clusters Score -1.560544e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 35847 members 
Mstep: Class 3 contains 12630 members 
Mstep: Class 4 contains 96078 members 
Mstep: Class 5 contains 18075 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17662 members 
Mstep: Class 8 contains 3333 members 
Mstep: Class 9 contains 13085 members 
Mstep: Class 10 contains 146705 members 
Mstep: Class 11 contains 42621 members 
Mstep: Class 12 contains 49665 members 
Mstep: Class 13 contains 24128 members 
Mstep: Class 14 contains 34913 members 
Mstep: Class 15 contains 180226 members 
Mstep: Class 16 contains 60773 members 
Mstep: Class 17 contains 200867 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150711 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159677 members 
Mstep: Class 24 contains 20512 members 
Mstep: Class 25 contains 17742 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054368.000000 Penalty: 97997.882812
Iteration 182Q: 29 clusters Score -1.560544e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 35848 members 
Mstep: Class 3 contains 12634 members 
Mstep: Class 4 contains 96078 members 
Mstep: Class 5 contains 18075 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17656 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13086 members 
Mstep: Class 10 contains 146685 members 
Mstep: Class 11 contains 42618 members 
Mstep: Class 12 contains 49654 members 
Mstep: Class 13 contains 24127 members 
Mstep: Class 14 contains 34912 members 
Mstep: Class 15 contains 180247 members 
Mstep: Class 16 contains 60774 members 
Mstep: Class 17 contains 200869 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150737 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159669 members 
Mstep: Class 24 contains 20514 members 
Mstep: Class 25 contains 17735 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054384.000000 Penalty: 97997.882812
Iteration 183Q: 29 clusters Score -1.560544e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 35850 members 
Mstep: Class 3 contains 12637 members 
Mstep: Class 4 contains 96080 members 
Mstep: Class 5 contains 18076 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17654 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13088 members 
Mstep: Class 10 contains 146666 members 
Mstep: Class 11 contains 42618 members 
Mstep: Class 12 contains 49648 members 
Mstep: Class 13 contains 24126 members 
Mstep: Class 14 contains 34907 members 
Mstep: Class 15 contains 180258 members 
Mstep: Class 16 contains 60775 members 
Mstep: Class 17 contains 200860 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150774 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159664 members 
Mstep: Class 24 contains 20515 members 
Mstep: Class 25 contains 17724 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054464.000000 Penalty: 97997.882812
Iteration 184Q: 29 clusters Score -1.560545e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 12638 members 
Mstep: Class 4 contains 96080 members 
Mstep: Class 5 contains 18075 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17653 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13088 members 
Mstep: Class 10 contains 146649 members 
Mstep: Class 11 contains 42619 members 
Mstep: Class 12 contains 49640 members 
Mstep: Class 13 contains 24126 members 
Mstep: Class 14 contains 34909 members 
Mstep: Class 15 contains 180274 members 
Mstep: Class 16 contains 60773 members 
Mstep: Class 17 contains 200847 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150813 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159652 members 
Mstep: Class 24 contains 20514 members 
Mstep: Class 25 contains 17719 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054560.000000 Penalty: 97997.882812
Iteration 185Q: 29 clusters Score -1.560546e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 35854 members 
Mstep: Class 3 contains 12639 members 
Mstep: Class 4 contains 96082 members 
Mstep: Class 5 contains 18077 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17652 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13086 members 
Mstep: Class 10 contains 146614 members 
Mstep: Class 11 contains 42620 members 
Mstep: Class 12 contains 49638 members 
Mstep: Class 13 contains 24125 members 
Mstep: Class 14 contains 34909 members 
Mstep: Class 15 contains 180282 members 
Mstep: Class 16 contains 60773 members 
Mstep: Class 17 contains 200834 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150853 members 
Mstep: Class 21 contains 9168 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159649 members 
Mstep: Class 24 contains 20515 members 
Mstep: Class 25 contains 17718 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054528.000000 Penalty: 97997.882812
Iteration 186Q: 29 clusters Score -1.560545e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 12639 members 
Mstep: Class 4 contains 96083 members 
Mstep: Class 5 contains 18079 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17650 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13085 members 
Mstep: Class 10 contains 146572 members 
Mstep: Class 11 contains 42620 members 
Mstep: Class 12 contains 49636 members 
Mstep: Class 13 contains 24125 members 
Mstep: Class 14 contains 34909 members 
Mstep: Class 15 contains 180297 members 
Mstep: Class 16 contains 60772 members 
Mstep: Class 17 contains 200830 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150892 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159647 members 
Mstep: Class 24 contains 20516 members 
Mstep: Class 25 contains 17716 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054336.000000 Penalty: 97997.882812
Iteration 187Q: 29 clusters Score -1.560543e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 35854 members 
Mstep: Class 3 contains 12638 members 
Mstep: Class 4 contains 96083 members 
Mstep: Class 5 contains 18080 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13083 members 
Mstep: Class 10 contains 146524 members 
Mstep: Class 11 contains 42620 members 
Mstep: Class 12 contains 49627 members 
Mstep: Class 13 contains 24125 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 180310 members 
Mstep: Class 16 contains 60773 members 
Mstep: Class 17 contains 200830 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150940 members 
Mstep: Class 21 contains 9170 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159645 members 
Mstep: Class 24 contains 20515 members 
Mstep: Class 25 contains 17714 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054256.000000 Penalty: 97997.882812
Iteration 188Q: 29 clusters Score -1.560543e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 35855 members 
Mstep: Class 3 contains 12639 members 
Mstep: Class 4 contains 96084 members 
Mstep: Class 5 contains 18080 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17651 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13083 members 
Mstep: Class 10 contains 146501 members 
Mstep: Class 11 contains 42626 members 
Mstep: Class 12 contains 49612 members 
Mstep: Class 13 contains 24127 members 
Mstep: Class 14 contains 34907 members 
Mstep: Class 15 contains 180326 members 
Mstep: Class 16 contains 60772 members 
Mstep: Class 17 contains 200830 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150959 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159642 members 
Mstep: Class 24 contains 20515 members 
Mstep: Class 25 contains 17709 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054240.000000 Penalty: 97997.882812
Iteration 189Q: 29 clusters Score -1.560542e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 35857 members 
Mstep: Class 3 contains 12640 members 
Mstep: Class 4 contains 96084 members 
Mstep: Class 5 contains 18080 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17651 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13080 members 
Mstep: Class 10 contains 146477 members 
Mstep: Class 11 contains 42628 members 
Mstep: Class 12 contains 49599 members 
Mstep: Class 13 contains 24127 members 
Mstep: Class 14 contains 34906 members 
Mstep: Class 15 contains 180344 members 
Mstep: Class 16 contains 60773 members 
Mstep: Class 17 contains 200826 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 150998 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159632 members 
Mstep: Class 24 contains 20513 members 
Mstep: Class 25 contains 17703 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054384.000000 Penalty: 97997.882812
Iteration 190Q: 29 clusters Score -1.560544e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 35857 members 
Mstep: Class 3 contains 12640 members 
Mstep: Class 4 contains 96085 members 
Mstep: Class 5 contains 18079 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13081 members 
Mstep: Class 10 contains 146458 members 
Mstep: Class 11 contains 42629 members 
Mstep: Class 12 contains 49585 members 
Mstep: Class 13 contains 24128 members 
Mstep: Class 14 contains 34905 members 
Mstep: Class 15 contains 180359 members 
Mstep: Class 16 contains 60774 members 
Mstep: Class 17 contains 200826 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151036 members 
Mstep: Class 21 contains 9170 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159621 members 
Mstep: Class 24 contains 20511 members 
Mstep: Class 25 contains 17698 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054320.000000 Penalty: 97997.882812
Iteration 191Q: 29 clusters Score -1.560543e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 35859 members 
Mstep: Class 3 contains 12640 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18077 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17646 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13083 members 
Mstep: Class 10 contains 146436 members 
Mstep: Class 11 contains 42632 members 
Mstep: Class 12 contains 49576 members 
Mstep: Class 13 contains 24128 members 
Mstep: Class 14 contains 34904 members 
Mstep: Class 15 contains 180376 members 
Mstep: Class 16 contains 60775 members 
Mstep: Class 17 contains 200823 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151065 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159611 members 
Mstep: Class 24 contains 20508 members 
Mstep: Class 25 contains 17692 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054416.000000 Penalty: 97997.882812
Iteration 192Q: 29 clusters Score -1.560544e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 35860 members 
Mstep: Class 3 contains 12639 members 
Mstep: Class 4 contains 96088 members 
Mstep: Class 5 contains 18079 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17643 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13083 members 
Mstep: Class 10 contains 146408 members 
Mstep: Class 11 contains 42629 members 
Mstep: Class 12 contains 49563 members 
Mstep: Class 13 contains 24128 members 
Mstep: Class 14 contains 34904 members 
Mstep: Class 15 contains 180383 members 
Mstep: Class 16 contains 60776 members 
Mstep: Class 17 contains 200819 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151110 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159611 members 
Mstep: Class 24 contains 20505 members 
Mstep: Class 25 contains 17687 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054240.000000 Penalty: 97997.882812
Iteration 193Q: 29 clusters Score -1.560542e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 35862 members 
Mstep: Class 3 contains 12638 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18080 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17641 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13083 members 
Mstep: Class 10 contains 146375 members 
Mstep: Class 11 contains 42630 members 
Mstep: Class 12 contains 49542 members 
Mstep: Class 13 contains 24128 members 
Mstep: Class 14 contains 34906 members 
Mstep: Class 15 contains 180393 members 
Mstep: Class 16 contains 60777 members 
Mstep: Class 17 contains 200825 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151159 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159599 members 
Mstep: Class 24 contains 20504 members 
Mstep: Class 25 contains 17683 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054352.000000 Penalty: 97997.882812
Iteration 194Q: 29 clusters Score -1.560544e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 35865 members 
Mstep: Class 3 contains 12636 members 
Mstep: Class 4 contains 96086 members 
Mstep: Class 5 contains 18082 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13084 members 
Mstep: Class 10 contains 146359 members 
Mstep: Class 11 contains 42629 members 
Mstep: Class 12 contains 49519 members 
Mstep: Class 13 contains 24129 members 
Mstep: Class 14 contains 34906 members 
Mstep: Class 15 contains 180407 members 
Mstep: Class 16 contains 60777 members 
Mstep: Class 17 contains 200830 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151192 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159591 members 
Mstep: Class 24 contains 20504 members 
Mstep: Class 25 contains 17678 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054240.000000 Penalty: 97997.882812
Iteration 195Q: 29 clusters Score -1.560542e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 35872 members 
Mstep: Class 3 contains 12638 members 
Mstep: Class 4 contains 96086 members 
Mstep: Class 5 contains 18082 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17637 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13084 members 
Mstep: Class 10 contains 146322 members 
Mstep: Class 11 contains 42629 members 
Mstep: Class 12 contains 49504 members 
Mstep: Class 13 contains 24126 members 
Mstep: Class 14 contains 34906 members 
Mstep: Class 15 contains 180418 members 
Mstep: Class 16 contains 60775 members 
Mstep: Class 17 contains 200845 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151234 members 
Mstep: Class 21 contains 9178 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159578 members 
Mstep: Class 24 contains 20502 members 
Mstep: Class 25 contains 17674 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054240.000000 Penalty: 97997.882812
Iteration 196Q: 29 clusters Score -1.560542e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 35876 members 
Mstep: Class 3 contains 12637 members 
Mstep: Class 4 contains 96086 members 
Mstep: Class 5 contains 18082 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17636 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13083 members 
Mstep: Class 10 contains 146293 members 
Mstep: Class 11 contains 42630 members 
Mstep: Class 12 contains 49484 members 
Mstep: Class 13 contains 24127 members 
Mstep: Class 14 contains 34907 members 
Mstep: Class 15 contains 180432 members 
Mstep: Class 16 contains 60775 members 
Mstep: Class 17 contains 200849 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151279 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159570 members 
Mstep: Class 24 contains 20500 members 
Mstep: Class 25 contains 17666 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054192.000000 Penalty: 97997.882812
Iteration 197Q: 29 clusters Score -1.560542e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 35877 members 
Mstep: Class 3 contains 12637 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18085 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17635 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13083 members 
Mstep: Class 10 contains 146271 members 
Mstep: Class 11 contains 42628 members 
Mstep: Class 12 contains 49459 members 
Mstep: Class 13 contains 24130 members 
Mstep: Class 14 contains 34907 members 
Mstep: Class 15 contains 180449 members 
Mstep: Class 16 contains 60777 members 
Mstep: Class 17 contains 200854 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151311 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159565 members 
Mstep: Class 24 contains 20500 members 
Mstep: Class 25 contains 17657 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054160.000000 Penalty: 97997.882812
Iteration 198Q: 29 clusters Score -1.560542e+08 nChanged 245
Entering ConstructFrom: 
Score: -156054160.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (14012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Entering Unmasked Estep 
Score: -1639005.875000 Penalty: 2367.822021
	Iteration 0F: 2 clusters Score -1639006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1628899.750000 Penalty: 4735.644043
	Iteration 0F: 3 clusters Score -1628900 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1632205.625000 Penalty: 4735.644043
	Iteration 1F: 3 clusters Score -1632206 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1632677.125000 Penalty: 4735.644043
	Iteration 2F: 3 clusters Score -1632677 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1633034.250000 Penalty: 4735.644043
	Iteration 3F: 3 clusters Score -1633034 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1633388.250000 Penalty: 4735.644043
	Iteration 4Q: 3 clusters Score -1633388 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1633769.375000 Penalty: 4735.644043
	Iteration 5Q: 3 clusters Score -1633769 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1634162.250000 Penalty: 4735.644043
	Iteration 6Q: 3 clusters Score -1634162 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1634595.625000 Penalty: 4735.644043
	Iteration 7Q: 3 clusters Score -1634596 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1634993.125000 Penalty: 4735.644043
	Iteration 8Q: 3 clusters Score -1634993 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1635349.125000 Penalty: 4735.644043
	Iteration 9Q: 3 clusters Score -1635349 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1635697.625000 Penalty: 4735.644043
	Iteration 10Q: 3 clusters Score -1635698 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1635996.000000 Penalty: 4735.644043
	Iteration 11Q: 3 clusters Score -1635996 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1636270.250000 Penalty: 4735.644043
	Iteration 12Q: 3 clusters Score -1636270 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1636459.750000 Penalty: 4735.644043
	Iteration 13Q: 3 clusters Score -1636460 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1636609.875000 Penalty: 4735.644043
	Iteration 14Q: 3 clusters Score -1636610 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1636725.625000 Penalty: 4735.644043
	Iteration 15Q: 3 clusters Score -1636726 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1636808.625000 Penalty: 4735.644043
	Iteration 16Q: 3 clusters Score -1636809 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1636875.750000 Penalty: 4735.644043
	Iteration 17Q: 3 clusters Score -1636876 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1636922.125000 Penalty: 4735.644043
	Iteration 18Q: 3 clusters Score -1636922 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1636966.375000 Penalty: 4735.644043
	Iteration 19Q: 3 clusters Score -1636966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1636999.875000 Penalty: 4735.644043
	Iteration 20F: 3 clusters Score -1637000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1637031.875000 Penalty: 4735.644043
	Iteration 21Q: 3 clusters Score -1637032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1637058.375000 Penalty: 4735.644043
	Iteration 22Q: 3 clusters Score -1637058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1637079.750000 Penalty: 4735.644043
	Iteration 23Q: 3 clusters Score -1637080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1637094.750000 Penalty: 4735.644043
	Iteration 24Q: 3 clusters Score -1637095 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1637108.375000 Penalty: 4735.644043
	Iteration 25Q: 3 clusters Score -1637108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1637123.000000 Penalty: 4735.644043
	Iteration 26Q: 3 clusters Score -1637123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1637134.625000 Penalty: 4735.644043
	Iteration 27Q: 3 clusters Score -1637135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1637145.500000 Penalty: 4735.644043
	Iteration 28Q: 3 clusters Score -1637146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1637153.125000 Penalty: 4735.644043
	Iteration 29Q: 3 clusters Score -1637153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1637157.250000 Penalty: 4735.644043
	Iteration 30Q: 3 clusters Score -1637157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1637162.750000 Penalty: 4735.644043
	Iteration 31Q: 3 clusters Score -1637163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1637169.000000 Penalty: 4735.644043
	Iteration 32Q: 3 clusters Score -1637169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1637172.000000 Penalty: 4735.644043
	Iteration 33Q: 3 clusters Score -1637172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1637177.375000 Penalty: 4735.644043
	Iteration 34Q: 3 clusters Score -1637177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1637180.875000 Penalty: 4735.644043
	Iteration 35Q: 3 clusters Score -1637181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1637185.750000 Penalty: 4735.644043
	Iteration 36Q: 3 clusters Score -1637186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1637190.625000 Penalty: 4735.644043
	Iteration 37Q: 3 clusters Score -1637191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1637192.750000 Penalty: 4735.644043
	Iteration 38Q: 3 clusters Score -1637193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1637192.750000 Penalty: 4735.644043
	Iteration 39Q: 3 clusters Score -1637193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1637190.875000 Penalty: 4735.644043
	Iteration 40F: 3 clusters Score -1637191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1637193.000000 Penalty: 4735.644043
	Iteration 41Q: 3 clusters Score -1637193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1637194.375000 Penalty: 4735.644043
	Iteration 42Q: 3 clusters Score -1637194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1637196.500000 Penalty: 4735.644043
	Iteration 43Q: 3 clusters Score -1637196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1637197.875000 Penalty: 4735.644043
	Iteration 44Q: 3 clusters Score -1637198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1637199.375000 Penalty: 4735.644043
	Iteration 45Q: 3 clusters Score -1637199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1637202.125000 Penalty: 4735.644043
	Iteration 46Q: 3 clusters Score -1637202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1637200.375000 Penalty: 4735.644043
	Iteration 47Q: 3 clusters Score -1637200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1637204.750000 Penalty: 4735.644043
	Iteration 48Q: 3 clusters Score -1637205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1637205.875000 Penalty: 4735.644043
	Iteration 49Q: 3 clusters Score -1637206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1637202.250000 Penalty: 4735.644043
	Iteration 50Q: 3 clusters Score -1637202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1637204.625000 Penalty: 4735.644043
	Iteration 51Q: 3 clusters Score -1637205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1637206.625000 Penalty: 4735.644043
	Iteration 52Q: 3 clusters Score -1637207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1637206.375000 Penalty: 4735.644043
	Iteration 53Q: 3 clusters Score -1637206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1637207.250000 Penalty: 4735.644043
	Iteration 54Q: 3 clusters Score -1637207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1637207.250000 Penalty: 4735.644043
	Iteration 55F: 3 clusters Score -1637207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Entering Unmasked Estep 
Score: -4294774.000000 Penalty: 2601.014648
	Iteration 0F: 2 clusters Score -4294774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4270518.000000 Penalty: 5202.029297
	Iteration 0F: 3 clusters Score -4270518 nChanged 16338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -4279414.500000 Penalty: 5202.029297
	Iteration 1F: 3 clusters Score -4279414 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4279913.000000 Penalty: 5202.029297
	Iteration 2Q: 3 clusters Score -4279913 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -4280427.000000 Penalty: 5202.029297
	Iteration 3Q: 3 clusters Score -4280427 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4280935.500000 Penalty: 5202.029297
	Iteration 4Q: 3 clusters Score -4280936 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -4281472.000000 Penalty: 5202.029297
	Iteration 5Q: 3 clusters Score -4281472 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4282035.000000 Penalty: 5202.029297
	Iteration 6Q: 3 clusters Score -4282035 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -4282619.500000 Penalty: 5202.029297
	Iteration 7Q: 3 clusters Score -4282620 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -4283316.000000 Penalty: 5202.029297
	Iteration 8Q: 3 clusters Score -4283316 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -4284125.000000 Penalty: 5202.029297
	Iteration 9Q: 3 clusters Score -4284125 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -4285159.000000 Penalty: 5202.029297
	Iteration 10Q: 3 clusters Score -4285159 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -4286346.500000 Penalty: 5202.029297
	Iteration 11Q: 3 clusters Score -4286346 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -4287577.500000 Penalty: 5202.029297
	Iteration 12Q: 3 clusters Score -4287578 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -4288669.500000 Penalty: 5202.029297
	Iteration 13Q: 3 clusters Score -4288670 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -4289508.000000 Penalty: 5202.029297
	Iteration 14Q: 3 clusters Score -4289508 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4290116.000000 Penalty: 5202.029297
	Iteration 15Q: 3 clusters Score -4290116 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -4290573.500000 Penalty: 5202.029297
	Iteration 16Q: 3 clusters Score -4290574 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -4290964.500000 Penalty: 5202.029297
	Iteration 17Q: 3 clusters Score -4290964 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -4291298.500000 Penalty: 5202.029297
	Iteration 18Q: 3 clusters Score -4291298 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4291557.500000 Penalty: 5202.029297
	Iteration 19Q: 3 clusters Score -4291558 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4291762.000000 Penalty: 5202.029297
	Iteration 20F: 3 clusters Score -4291762 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -4291911.000000 Penalty: 5202.029297
	Iteration 21Q: 3 clusters Score -4291911 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -4292050.000000 Penalty: 5202.029297
	Iteration 22Q: 3 clusters Score -4292050 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -4292167.000000 Penalty: 5202.029297
	Iteration 23Q: 3 clusters Score -4292167 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4292281.000000 Penalty: 5202.029297
	Iteration 24Q: 3 clusters Score -4292281 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4292356.500000 Penalty: 5202.029297
	Iteration 25Q: 3 clusters Score -4292356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -4292394.000000 Penalty: 5202.029297
	Iteration 26Q: 3 clusters Score -4292394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -4292427.500000 Penalty: 5202.029297
	Iteration 27Q: 3 clusters Score -4292428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -4292462.000000 Penalty: 5202.029297
	Iteration 28Q: 3 clusters Score -4292462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -4292475.000000 Penalty: 5202.029297
	Iteration 29Q: 3 clusters Score -4292475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -4292490.500000 Penalty: 5202.029297
	Iteration 30Q: 3 clusters Score -4292490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -4292498.000000 Penalty: 5202.029297
	Iteration 31Q: 3 clusters Score -4292498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -4292509.500000 Penalty: 5202.029297
	Iteration 32Q: 3 clusters Score -4292510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4292515.500000 Penalty: 5202.029297
	Iteration 33Q: 3 clusters Score -4292516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -4292516.000000 Penalty: 5202.029297
	Iteration 34Q: 3 clusters Score -4292516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4292517.500000 Penalty: 5202.029297
	Iteration 35Q: 3 clusters Score -4292518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4292513.500000 Penalty: 5202.029297
	Iteration 36Q: 3 clusters Score -4292514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4292513.500000 Penalty: 5202.029297
	Iteration 37F: 3 clusters Score -4292514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Entering Unmasked Estep 
Score: -1471592.375000 Penalty: 2342.207275
	Iteration 0F: 2 clusters Score -1471592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1462298.500000 Penalty: 4684.414551
	Iteration 0F: 3 clusters Score -1462298 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1465135.500000 Penalty: 4684.414551
	Iteration 1F: 3 clusters Score -1465136 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1465566.000000 Penalty: 4684.414551
	Iteration 2F: 3 clusters Score -1465566 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1465991.125000 Penalty: 4684.414551
	Iteration 3F: 3 clusters Score -1465991 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1466539.750000 Penalty: 4684.414551
	Iteration 4F: 3 clusters Score -1466540 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1467177.000000 Penalty: 4684.414551
	Iteration 5F: 3 clusters Score -1467177 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1467807.000000 Penalty: 4684.414551
	Iteration 6F: 3 clusters Score -1467807 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1468420.625000 Penalty: 4684.414551
	Iteration 7F: 3 clusters Score -1468421 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1468912.375000 Penalty: 4684.414551
	Iteration 8F: 3 clusters Score -1468912 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1469277.125000 Penalty: 4684.414551
	Iteration 9Q: 3 clusters Score -1469277 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1469541.500000 Penalty: 4684.414551
	Iteration 10Q: 3 clusters Score -1469542 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1469751.500000 Penalty: 4684.414551
	Iteration 11Q: 3 clusters Score -1469752 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1469902.375000 Penalty: 4684.414551
	Iteration 12Q: 3 clusters Score -1469902 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1470027.500000 Penalty: 4684.414551
	Iteration 13Q: 3 clusters Score -1470028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1470085.125000 Penalty: 4684.414551
	Iteration 14Q: 3 clusters Score -1470085 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1470130.375000 Penalty: 4684.414551
	Iteration 15Q: 3 clusters Score -1470130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1470146.375000 Penalty: 4684.414551
	Iteration 16Q: 3 clusters Score -1470146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1470159.750000 Penalty: 4684.414551
	Iteration 17Q: 3 clusters Score -1470160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1470165.875000 Penalty: 4684.414551
	Iteration 18Q: 3 clusters Score -1470166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1470175.625000 Penalty: 4684.414551
	Iteration 19Q: 3 clusters Score -1470176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1470182.750000 Penalty: 4684.414551
	Iteration 20F: 3 clusters Score -1470183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1470183.125000 Penalty: 4684.414551
	Iteration 21Q: 3 clusters Score -1470183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1470190.250000 Penalty: 4684.414551
	Iteration 22Q: 3 clusters Score -1470190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1470194.000000 Penalty: 4684.414551
	Iteration 23Q: 3 clusters Score -1470194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1470196.875000 Penalty: 4684.414551
	Iteration 24Q: 3 clusters Score -1470197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1470194.000000 Penalty: 4684.414551
	Iteration 25Q: 3 clusters Score -1470194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1470194.000000 Penalty: 4684.414551
	Iteration 26F: 3 clusters Score -1470194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (96087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Entering Unmasked Estep 
Score: -11460909.000000 Penalty: 2845.306152
	Iteration 0F: 2 clusters Score -1.146091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -11396728.000000 Penalty: 5690.612305
	Iteration 0F: 3 clusters Score -1.139673e+07 nChanged 45458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -11422280.000000 Penalty: 5690.612305
	Iteration 1F: 3 clusters Score -1.142228e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -11422874.000000 Penalty: 5690.612305
	Iteration 2Q: 3 clusters Score -1.142287e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -11423645.000000 Penalty: 5690.612305
	Iteration 3Q: 3 clusters Score -1.142364e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -11424548.000000 Penalty: 5690.612305
	Iteration 4Q: 3 clusters Score -1.142455e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -11426190.000000 Penalty: 5690.612305
	Iteration 5Q: 3 clusters Score -1.142619e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 62028 members 
Entering Unmasked Estep 
Score: -11428724.000000 Penalty: 5690.612305
	Iteration 6F: 3 clusters Score -1.142872e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 68796 members 
Entering Unmasked Estep 
Score: -11433572.000000 Penalty: 5690.612305
	Iteration 7F: 3 clusters Score -1.143357e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 77294 members 
Entering Unmasked Estep 
Score: -11440886.000000 Penalty: 5690.612305
	Iteration 8F: 3 clusters Score -1.144089e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
Score: -11449103.000000 Penalty: 5690.612305
	Iteration 9F: 3 clusters Score -1.14491e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 91534 members 
Entering Unmasked Estep 
Score: -11455005.000000 Penalty: 5690.612305
	Iteration 10F: 3 clusters Score -1.1455e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 94120 members 
Entering Unmasked Estep 
Score: -11457371.000000 Penalty: 5690.612305
	Iteration 11Q: 3 clusters Score -1.145737e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 94978 members 
Entering Unmasked Estep 
Score: -11458169.000000 Penalty: 5690.612305
	Iteration 12Q: 3 clusters Score -1.145817e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -11458426.000000 Penalty: 5690.612305
	Iteration 13Q: 3 clusters Score -1.145843e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 95390 members 
Entering Unmasked Estep 
Score: -11458535.000000 Penalty: 5690.612305
	Iteration 14Q: 3 clusters Score -1.145854e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 95440 members 
Entering Unmasked Estep 
Score: -11458593.000000 Penalty: 5690.612305
	Iteration 15Q: 3 clusters Score -1.145859e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 95467 members 
Entering Unmasked Estep 
Score: -11458613.000000 Penalty: 5690.612305
	Iteration 16Q: 3 clusters Score -1.145861e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 95483 members 
Entering Unmasked Estep 
Score: -11458656.000000 Penalty: 5690.612305
	Iteration 17Q: 3 clusters Score -1.145866e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 95500 members 
Entering Unmasked Estep 
Score: -11458687.000000 Penalty: 5690.612305
	Iteration 18Q: 3 clusters Score -1.145869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -11458700.000000 Penalty: 5690.612305
	Iteration 19Q: 3 clusters Score -1.14587e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 95520 members 
Entering Unmasked Estep 
Score: -11458708.000000 Penalty: 5690.612305
	Iteration 20F: 3 clusters Score -1.145871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 95527 members 
Entering Unmasked Estep 
Score: -11458725.000000 Penalty: 5690.612305
	Iteration 21Q: 3 clusters Score -1.145872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -11458744.000000 Penalty: 5690.612305
	Iteration 22Q: 3 clusters Score -1.145874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -11458754.000000 Penalty: 5690.612305
	Iteration 23Q: 3 clusters Score -1.145875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -11458753.000000 Penalty: 5690.612305
	Iteration 24Q: 3 clusters Score -1.145875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -11458769.000000 Penalty: 5690.612305
	Iteration 25Q: 3 clusters Score -1.145877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -11458778.000000 Penalty: 5690.612305
	Iteration 26Q: 3 clusters Score -1.145878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -11458776.000000 Penalty: 5690.612305
	Iteration 27Q: 3 clusters Score -1.145878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -11458784.000000 Penalty: 5690.612305
	Iteration 28Q: 3 clusters Score -1.145878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -11458780.000000 Penalty: 5690.612305
	Iteration 29Q: 3 clusters Score -1.145878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 95550 members 
Entering Unmasked Estep 
Score: -11458788.000000 Penalty: 5690.612305
	Iteration 30Q: 3 clusters Score -1.145879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -11458788.000000 Penalty: 5690.612305
	Iteration 31Q: 3 clusters Score -1.145879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 95565 members 
Entering Unmasked Estep 
Score: -11458797.000000 Penalty: 5690.612305
	Iteration 32Q: 3 clusters Score -1.14588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -11458811.000000 Penalty: 5690.612305
	Iteration 33Q: 3 clusters Score -1.145881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -11458820.000000 Penalty: 5690.612305
	Iteration 34Q: 3 clusters Score -1.145882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -11458833.000000 Penalty: 5690.612305
	Iteration 35Q: 3 clusters Score -1.145883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 95591 members 
Entering Unmasked Estep 
Score: -11458836.000000 Penalty: 5690.612305
	Iteration 36Q: 3 clusters Score -1.145884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -11458838.000000 Penalty: 5690.612305
	Iteration 37Q: 3 clusters Score -1.145884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -11458840.000000 Penalty: 5690.612305
	Iteration 38Q: 3 clusters Score -1.145884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -11458834.000000 Penalty: 5690.612305
	Iteration 39Q: 3 clusters Score -1.145883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 95593 members 
Entering Unmasked Estep 
Score: -11458840.000000 Penalty: 5690.612305
	Iteration 40F: 3 clusters Score -1.145884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 95593 members 
Entering Unmasked Estep 
Score: -11458851.000000 Penalty: 5690.612305
	Iteration 41Q: 3 clusters Score -1.145885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 95596 members 
Entering Unmasked Estep 
Score: -11458847.000000 Penalty: 5690.612305
	Iteration 42Q: 3 clusters Score -1.145885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 95599 members 
Entering Unmasked Estep 
Score: -11458845.000000 Penalty: 5690.612305
	Iteration 43Q: 3 clusters Score -1.145884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 95600 members 
Entering Unmasked Estep 
Score: -11458853.000000 Penalty: 5690.612305
	Iteration 44Q: 3 clusters Score -1.145885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -11458849.000000 Penalty: 5690.612305
	Iteration 45Q: 3 clusters Score -1.145885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -11458849.000000 Penalty: 5690.612305
	Iteration 46F: 3 clusters Score -1.145885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Entering Unmasked Estep 
Score: -2183476.500000 Penalty: 2431.090088
	Iteration 0F: 2 clusters Score -2183476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2170565.500000 Penalty: 4862.180176
	Iteration 0F: 3 clusters Score -2170566 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2174811.000000 Penalty: 4862.180176
	Iteration 1F: 3 clusters Score -2174811 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2175174.250000 Penalty: 4862.180176
	Iteration 2F: 3 clusters Score -2175174 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2175473.750000 Penalty: 4862.180176
	Iteration 3Q: 3 clusters Score -2175474 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2175794.000000 Penalty: 4862.180176
	Iteration 4Q: 3 clusters Score -2175794 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2176185.750000 Penalty: 4862.180176
	Iteration 5Q: 3 clusters Score -2176186 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2176718.750000 Penalty: 4862.180176
	Iteration 6Q: 3 clusters Score -2176719 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2177382.000000 Penalty: 4862.180176
	Iteration 7F: 3 clusters Score -2177382 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2178216.750000 Penalty: 4862.180176
	Iteration 8F: 3 clusters Score -2178217 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2179074.500000 Penalty: 4862.180176
	Iteration 9F: 3 clusters Score -2179074 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2179814.500000 Penalty: 4862.180176
	Iteration 10Q: 3 clusters Score -2179814 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2180354.000000 Penalty: 4862.180176
	Iteration 11Q: 3 clusters Score -2180354 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2180741.750000 Penalty: 4862.180176
	Iteration 12Q: 3 clusters Score -2180742 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2180986.750000 Penalty: 4862.180176
	Iteration 13Q: 3 clusters Score -2180987 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2181127.750000 Penalty: 4862.180176
	Iteration 14Q: 3 clusters Score -2181128 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2181206.250000 Penalty: 4862.180176
	Iteration 15Q: 3 clusters Score -2181206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2181267.000000 Penalty: 4862.180176
	Iteration 16Q: 3 clusters Score -2181267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2181290.000000 Penalty: 4862.180176
	Iteration 17Q: 3 clusters Score -2181290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2181316.500000 Penalty: 4862.180176
	Iteration 18Q: 3 clusters Score -2181316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2181345.750000 Penalty: 4862.180176
	Iteration 19Q: 3 clusters Score -2181346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2181361.750000 Penalty: 4862.180176
	Iteration 20F: 3 clusters Score -2181362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2181374.750000 Penalty: 4862.180176
	Iteration 21Q: 3 clusters Score -2181375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2181382.250000 Penalty: 4862.180176
	Iteration 22Q: 3 clusters Score -2181382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2181395.750000 Penalty: 4862.180176
	Iteration 23Q: 3 clusters Score -2181396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2181403.750000 Penalty: 4862.180176
	Iteration 24Q: 3 clusters Score -2181404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2181414.250000 Penalty: 4862.180176
	Iteration 25Q: 3 clusters Score -2181414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2181424.000000 Penalty: 4862.180176
	Iteration 26Q: 3 clusters Score -2181424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2181430.000000 Penalty: 4862.180176
	Iteration 27Q: 3 clusters Score -2181430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2181430.250000 Penalty: 4862.180176
	Iteration 28Q: 3 clusters Score -2181430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2181433.750000 Penalty: 4862.180176
	Iteration 29Q: 3 clusters Score -2181434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2181435.500000 Penalty: 4862.180176
	Iteration 30Q: 3 clusters Score -2181436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2181435.750000 Penalty: 4862.180176
	Iteration 31Q: 3 clusters Score -2181436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2181435.750000 Penalty: 4862.180176
	Iteration 32F: 3 clusters Score -2181436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Entering Unmasked Estep 
Score: -1202005.500000 Penalty: 2291.904053
	Iteration 0F: 2 clusters Score -1202006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1194196.125000 Penalty: 4583.808105
	Iteration 0F: 3 clusters Score -1194196 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1196578.500000 Penalty: 4583.808105
	Iteration 1F: 3 clusters Score -1196578 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1197111.125000 Penalty: 4583.808105
	Iteration 2F: 3 clusters Score -1197111 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1197756.500000 Penalty: 4583.808105
	Iteration 3F: 3 clusters Score -1197756 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1198410.750000 Penalty: 4583.808105
	Iteration 4F: 3 clusters Score -1198411 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1198973.500000 Penalty: 4583.808105
	Iteration 5F: 3 clusters Score -1198974 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1199419.125000 Penalty: 4583.808105
	Iteration 6F: 3 clusters Score -1199419 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1199763.875000 Penalty: 4583.808105
	Iteration 7F: 3 clusters Score -1199764 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1200010.750000 Penalty: 4583.808105
	Iteration 8Q: 3 clusters Score -1200011 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1200195.000000 Penalty: 4583.808105
	Iteration 9Q: 3 clusters Score -1200195 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1200335.125000 Penalty: 4583.808105
	Iteration 10Q: 3 clusters Score -1200335 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1200449.125000 Penalty: 4583.808105
	Iteration 11Q: 3 clusters Score -1200449 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1200523.000000 Penalty: 4583.808105
	Iteration 12Q: 3 clusters Score -1200523 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1200586.750000 Penalty: 4583.808105
	Iteration 13Q: 3 clusters Score -1200587 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1200630.750000 Penalty: 4583.808105
	Iteration 14Q: 3 clusters Score -1200631 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1200677.125000 Penalty: 4583.808105
	Iteration 15Q: 3 clusters Score -1200677 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1200718.000000 Penalty: 4583.808105
	Iteration 16Q: 3 clusters Score -1200718 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1200745.750000 Penalty: 4583.808105
	Iteration 17Q: 3 clusters Score -1200746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1200772.625000 Penalty: 4583.808105
	Iteration 18Q: 3 clusters Score -1200773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1200796.000000 Penalty: 4583.808105
	Iteration 19Q: 3 clusters Score -1200796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1200815.750000 Penalty: 4583.808105
	Iteration 20F: 3 clusters Score -1200816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1200831.375000 Penalty: 4583.808105
	Iteration 21Q: 3 clusters Score -1200831 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1200846.875000 Penalty: 4583.808105
	Iteration 22Q: 3 clusters Score -1200847 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1200865.250000 Penalty: 4583.808105
	Iteration 23Q: 3 clusters Score -1200865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1200882.875000 Penalty: 4583.808105
	Iteration 24Q: 3 clusters Score -1200883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1200891.125000 Penalty: 4583.808105
	Iteration 25Q: 3 clusters Score -1200891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1200903.625000 Penalty: 4583.808105
	Iteration 26Q: 3 clusters Score -1200904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1200909.375000 Penalty: 4583.808105
	Iteration 27Q: 3 clusters Score -1200909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1200919.000000 Penalty: 4583.808105
	Iteration 28Q: 3 clusters Score -1200919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1200926.500000 Penalty: 4583.808105
	Iteration 29Q: 3 clusters Score -1200926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1200930.000000 Penalty: 4583.808105
	Iteration 30Q: 3 clusters Score -1200930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1200934.875000 Penalty: 4583.808105
	Iteration 31Q: 3 clusters Score -1200935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1200935.875000 Penalty: 4583.808105
	Iteration 32Q: 3 clusters Score -1200936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1200939.750000 Penalty: 4583.808105
	Iteration 33Q: 3 clusters Score -1200940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1200941.500000 Penalty: 4583.808105
	Iteration 34Q: 3 clusters Score -1200942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1200943.625000 Penalty: 4583.808105
	Iteration 35Q: 3 clusters Score -1200944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1200948.625000 Penalty: 4583.808105
	Iteration 36Q: 3 clusters Score -1200949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1200950.375000 Penalty: 4583.808105
	Iteration 37Q: 3 clusters Score -1200950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1200951.125000 Penalty: 4583.808105
	Iteration 38Q: 3 clusters Score -1200951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1200954.500000 Penalty: 4583.808105
	Iteration 39Q: 3 clusters Score -1200954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1200954.625000 Penalty: 4583.808105
	Iteration 40F: 3 clusters Score -1200955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1200955.375000 Penalty: 4583.808105
	Iteration 41Q: 3 clusters Score -1200955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1200955.625000 Penalty: 4583.808105
	Iteration 42Q: 3 clusters Score -1200956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1200958.000000 Penalty: 4583.808105
	Iteration 43Q: 3 clusters Score -1200958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1200958.250000 Penalty: 4583.808105
	Iteration 44Q: 3 clusters Score -1200958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1200956.375000 Penalty: 4583.808105
	Iteration 45Q: 3 clusters Score -1200956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1200958.000000 Penalty: 4583.808105
	Iteration 46Q: 3 clusters Score -1200958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1200963.375000 Penalty: 4583.808105
	Iteration 47Q: 3 clusters Score -1200963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1200963.750000 Penalty: 4583.808105
	Iteration 48Q: 3 clusters Score -1200964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1200964.375000 Penalty: 4583.808105
	Iteration 49Q: 3 clusters Score -1200964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1200966.875000 Penalty: 4583.808105
	Iteration 50Q: 3 clusters Score -1200967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1200968.500000 Penalty: 4583.808105
	Iteration 51Q: 3 clusters Score -1200968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1200967.250000 Penalty: 4583.808105
	Iteration 52Q: 3 clusters Score -1200967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1200967.250000 Penalty: 4583.808105
	Iteration 53F: 3 clusters Score -1200967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Entering Unmasked Estep 
Score: -2111862.500000 Penalty: 2424.784668
	Iteration 0F: 2 clusters Score -2111862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2099343.500000 Penalty: 4849.569336
	Iteration 0F: 3 clusters Score -2099344 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2103542.750000 Penalty: 4849.569336
	Iteration 1F: 3 clusters Score -2103543 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2104121.500000 Penalty: 4849.569336
	Iteration 2F: 3 clusters Score -2104122 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2104653.000000 Penalty: 4849.569336
	Iteration 3F: 3 clusters Score -2104653 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2105266.000000 Penalty: 4849.569336
	Iteration 4F: 3 clusters Score -2105266 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2105926.000000 Penalty: 4849.569336
	Iteration 5F: 3 clusters Score -2105926 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2106688.750000 Penalty: 4849.569336
	Iteration 6F: 3 clusters Score -2106689 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2107547.000000 Penalty: 4849.569336
	Iteration 7F: 3 clusters Score -2107547 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2108396.500000 Penalty: 4849.569336
	Iteration 8F: 3 clusters Score -2108396 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2109061.500000 Penalty: 4849.569336
	Iteration 9Q: 3 clusters Score -2109062 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2109447.000000 Penalty: 4849.569336
	Iteration 10Q: 3 clusters Score -2109447 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2109655.500000 Penalty: 4849.569336
	Iteration 11Q: 3 clusters Score -2109656 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2109787.750000 Penalty: 4849.569336
	Iteration 12Q: 3 clusters Score -2109788 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2109870.500000 Penalty: 4849.569336
	Iteration 13Q: 3 clusters Score -2109870 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2109928.000000 Penalty: 4849.569336
	Iteration 14Q: 3 clusters Score -2109928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2109976.000000 Penalty: 4849.569336
	Iteration 15Q: 3 clusters Score -2109976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2110002.500000 Penalty: 4849.569336
	Iteration 16Q: 3 clusters Score -2110002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2110031.500000 Penalty: 4849.569336
	Iteration 17Q: 3 clusters Score -2110032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2110049.250000 Penalty: 4849.569336
	Iteration 18Q: 3 clusters Score -2110049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2110064.750000 Penalty: 4849.569336
	Iteration 19Q: 3 clusters Score -2110065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2110073.250000 Penalty: 4849.569336
	Iteration 20F: 3 clusters Score -2110073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2110081.750000 Penalty: 4849.569336
	Iteration 21Q: 3 clusters Score -2110082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2110085.750000 Penalty: 4849.569336
	Iteration 22Q: 3 clusters Score -2110086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2110090.750000 Penalty: 4849.569336
	Iteration 23Q: 3 clusters Score -2110091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2110093.750000 Penalty: 4849.569336
	Iteration 24Q: 3 clusters Score -2110094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2110095.250000 Penalty: 4849.569336
	Iteration 25Q: 3 clusters Score -2110095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2110093.250000 Penalty: 4849.569336
	Iteration 26Q: 3 clusters Score -2110093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2110095.750000 Penalty: 4849.569336
	Iteration 27Q: 3 clusters Score -2110096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2110096.000000 Penalty: 4849.569336
	Iteration 28Q: 3 clusters Score -2110096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2110101.750000 Penalty: 4849.569336
	Iteration 29Q: 3 clusters Score -2110102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2110105.250000 Penalty: 4849.569336
	Iteration 30Q: 3 clusters Score -2110105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2110107.250000 Penalty: 4849.569336
	Iteration 31Q: 3 clusters Score -2110107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2110112.500000 Penalty: 4849.569336
	Iteration 32Q: 3 clusters Score -2110112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2110113.500000 Penalty: 4849.569336
	Iteration 33Q: 3 clusters Score -2110114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2110116.250000 Penalty: 4849.569336
	Iteration 34Q: 3 clusters Score -2110116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2110115.500000 Penalty: 4849.569336
	Iteration 35Q: 3 clusters Score -2110116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2110118.750000 Penalty: 4849.569336
	Iteration 36Q: 3 clusters Score -2110119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2110120.750000 Penalty: 4849.569336
	Iteration 37Q: 3 clusters Score -2110121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2110129.750000 Penalty: 4849.569336
	Iteration 38Q: 3 clusters Score -2110130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2110129.750000 Penalty: 4849.569336
	Iteration 39Q: 3 clusters Score -2110130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2110131.000000 Penalty: 4849.569336
	Iteration 40F: 3 clusters Score -2110131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2110133.750000 Penalty: 4849.569336
	Iteration 41Q: 3 clusters Score -2110134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2110138.750000 Penalty: 4849.569336
	Iteration 42Q: 3 clusters Score -2110139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2110141.000000 Penalty: 4849.569336
	Iteration 43Q: 3 clusters Score -2110141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2110137.500000 Penalty: 4849.569336
	Iteration 44Q: 3 clusters Score -2110138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2110144.000000 Penalty: 4849.569336
	Iteration 45Q: 3 clusters Score -2110144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2110145.500000 Penalty: 4849.569336
	Iteration 46Q: 3 clusters Score -2110146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2110148.000000 Penalty: 4849.569336
	Iteration 47Q: 3 clusters Score -2110148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2110148.500000 Penalty: 4849.569336
	Iteration 48Q: 3 clusters Score -2110148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2110148.750000 Penalty: 4849.569336
	Iteration 49Q: 3 clusters Score -2110149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2110147.000000 Penalty: 4849.569336
	Iteration 50Q: 3 clusters Score -2110147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2110147.000000 Penalty: 4849.569336
	Iteration 51F: 3 clusters Score -2110147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Entering Unmasked Estep 
Score: -386279.968750 Penalty: 2011.758179
	Iteration 0F: 2 clusters Score -386280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -382810.750000 Penalty: 4023.516357
	Iteration 0F: 3 clusters Score -382810.8 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -383476.281250 Penalty: 4023.516357
	Iteration 1F: 3 clusters Score -383476.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -383631.875000 Penalty: 4023.516357
	Iteration 2F: 3 clusters Score -383631.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -383731.406250 Penalty: 4023.516357
	Iteration 3Q: 3 clusters Score -383731.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -383809.843750 Penalty: 4023.516357
	Iteration 4Q: 3 clusters Score -383809.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -383871.031250 Penalty: 4023.516357
	Iteration 5Q: 3 clusters Score -383871 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -383913.031250 Penalty: 4023.516357
	Iteration 6Q: 3 clusters Score -383913 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -383945.343750 Penalty: 4023.516357
	Iteration 7Q: 3 clusters Score -383945.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -383969.093750 Penalty: 4023.516357
	Iteration 8Q: 3 clusters Score -383969.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -383986.093750 Penalty: 4023.516357
	Iteration 9Q: 3 clusters Score -383986.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -384000.187500 Penalty: 4023.516357
	Iteration 10Q: 3 clusters Score -384000.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -384011.281250 Penalty: 4023.516357
	Iteration 11Q: 3 clusters Score -384011.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -384018.656250 Penalty: 4023.516357
	Iteration 12Q: 3 clusters Score -384018.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -384024.781250 Penalty: 4023.516357
	Iteration 13Q: 3 clusters Score -384024.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -384030.000000 Penalty: 4023.516357
	Iteration 14Q: 3 clusters Score -384030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -384035.312500 Penalty: 4023.516357
	Iteration 15Q: 3 clusters Score -384035.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -384039.218750 Penalty: 4023.516357
	Iteration 16Q: 3 clusters Score -384039.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -384043.875000 Penalty: 4023.516357
	Iteration 17Q: 3 clusters Score -384043.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -384047.718750 Penalty: 4023.516357
	Iteration 18Q: 3 clusters Score -384047.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -384050.750000 Penalty: 4023.516357
	Iteration 19Q: 3 clusters Score -384050.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -384054.125000 Penalty: 4023.516357
	Iteration 20F: 3 clusters Score -384054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -384055.281250 Penalty: 4023.516357
	Iteration 21Q: 3 clusters Score -384055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -384056.687500 Penalty: 4023.516357
	Iteration 22Q: 3 clusters Score -384056.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -384058.031250 Penalty: 4023.516357
	Iteration 23Q: 3 clusters Score -384058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -384058.093750 Penalty: 4023.516357
	Iteration 24Q: 3 clusters Score -384058.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -384059.125000 Penalty: 4023.516357
	Iteration 25Q: 3 clusters Score -384059.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -384060.062500 Penalty: 4023.516357
	Iteration 26Q: 3 clusters Score -384060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -384060.625000 Penalty: 4023.516357
	Iteration 27Q: 3 clusters Score -384060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -384062.937500 Penalty: 4023.516357
	Iteration 28Q: 3 clusters Score -384062.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -384064.718750 Penalty: 4023.516357
	Iteration 29Q: 3 clusters Score -384064.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -384067.406250 Penalty: 4023.516357
	Iteration 30Q: 3 clusters Score -384067.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -384069.718750 Penalty: 4023.516357
	Iteration 31Q: 3 clusters Score -384069.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -384071.906250 Penalty: 4023.516357
	Iteration 32Q: 3 clusters Score -384071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -384072.312500 Penalty: 4023.516357
	Iteration 33Q: 3 clusters Score -384072.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -384072.781250 Penalty: 4023.516357
	Iteration 34Q: 3 clusters Score -384072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -384073.718750 Penalty: 4023.516357
	Iteration 35Q: 3 clusters Score -384073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -384073.718750 Penalty: 4023.516357
	Iteration 36F: 3 clusters Score -384073.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Entering Unmasked Estep 
Score: -1538275.000000 Penalty: 2350.790039
	Iteration 0F: 2 clusters Score -1538275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1528708.250000 Penalty: 4701.580078
	Iteration 0F: 3 clusters Score -1528708 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1531695.875000 Penalty: 4701.580078
	Iteration 1F: 3 clusters Score -1531696 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1532090.000000 Penalty: 4701.580078
	Iteration 2F: 3 clusters Score -1532090 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1532415.750000 Penalty: 4701.580078
	Iteration 3Q: 3 clusters Score -1532416 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1532726.750000 Penalty: 4701.580078
	Iteration 4Q: 3 clusters Score -1532727 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1533038.250000 Penalty: 4701.580078
	Iteration 5Q: 3 clusters Score -1533038 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1533314.375000 Penalty: 4701.580078
	Iteration 6Q: 3 clusters Score -1533314 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1533585.875000 Penalty: 4701.580078
	Iteration 7Q: 3 clusters Score -1533586 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1533849.000000 Penalty: 4701.580078
	Iteration 8Q: 3 clusters Score -1533849 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1534114.375000 Penalty: 4701.580078
	Iteration 9Q: 3 clusters Score -1534114 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1534406.875000 Penalty: 4701.580078
	Iteration 10Q: 3 clusters Score -1534407 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1534673.500000 Penalty: 4701.580078
	Iteration 11Q: 3 clusters Score -1534674 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1534923.000000 Penalty: 4701.580078
	Iteration 12Q: 3 clusters Score -1534923 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1535122.375000 Penalty: 4701.580078
	Iteration 13Q: 3 clusters Score -1535122 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1535292.375000 Penalty: 4701.580078
	Iteration 14Q: 3 clusters Score -1535292 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1535424.875000 Penalty: 4701.580078
	Iteration 15Q: 3 clusters Score -1535425 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1535551.125000 Penalty: 4701.580078
	Iteration 16Q: 3 clusters Score -1535551 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1535647.375000 Penalty: 4701.580078
	Iteration 17Q: 3 clusters Score -1535647 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1535722.750000 Penalty: 4701.580078
	Iteration 18Q: 3 clusters Score -1535723 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1535783.625000 Penalty: 4701.580078
	Iteration 19Q: 3 clusters Score -1535784 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1535825.250000 Penalty: 4701.580078
	Iteration 20F: 3 clusters Score -1535825 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1535861.250000 Penalty: 4701.580078
	Iteration 21Q: 3 clusters Score -1535861 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1535891.375000 Penalty: 4701.580078
	Iteration 22Q: 3 clusters Score -1535891 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1535933.125000 Penalty: 4701.580078
	Iteration 23Q: 3 clusters Score -1535933 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1535965.875000 Penalty: 4701.580078
	Iteration 24Q: 3 clusters Score -1535966 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1535994.500000 Penalty: 4701.580078
	Iteration 25Q: 3 clusters Score -1535994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1536019.875000 Penalty: 4701.580078
	Iteration 26Q: 3 clusters Score -1536020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1536050.500000 Penalty: 4701.580078
	Iteration 27Q: 3 clusters Score -1536050 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1536077.625000 Penalty: 4701.580078
	Iteration 28Q: 3 clusters Score -1536078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1536128.500000 Penalty: 4701.580078
	Iteration 29Q: 3 clusters Score -1536128 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1536170.000000 Penalty: 4701.580078
	Iteration 30Q: 3 clusters Score -1536170 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1536209.875000 Penalty: 4701.580078
	Iteration 31Q: 3 clusters Score -1536210 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1536246.250000 Penalty: 4701.580078
	Iteration 32Q: 3 clusters Score -1536246 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1536280.125000 Penalty: 4701.580078
	Iteration 33Q: 3 clusters Score -1536280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1536315.125000 Penalty: 4701.580078
	Iteration 34Q: 3 clusters Score -1536315 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1536353.625000 Penalty: 4701.580078
	Iteration 35Q: 3 clusters Score -1536354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1536368.125000 Penalty: 4701.580078
	Iteration 36Q: 3 clusters Score -1536368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1536378.500000 Penalty: 4701.580078
	Iteration 37Q: 3 clusters Score -1536378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1536386.125000 Penalty: 4701.580078
	Iteration 38Q: 3 clusters Score -1536386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1536394.750000 Penalty: 4701.580078
	Iteration 39Q: 3 clusters Score -1536395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1536404.750000 Penalty: 4701.580078
	Iteration 40F: 3 clusters Score -1536405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1536419.625000 Penalty: 4701.580078
	Iteration 41Q: 3 clusters Score -1536420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1536435.875000 Penalty: 4701.580078
	Iteration 42Q: 3 clusters Score -1536436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1536441.625000 Penalty: 4701.580078
	Iteration 43Q: 3 clusters Score -1536442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1536451.375000 Penalty: 4701.580078
	Iteration 44Q: 3 clusters Score -1536451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1536456.500000 Penalty: 4701.580078
	Iteration 45Q: 3 clusters Score -1536456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1536459.625000 Penalty: 4701.580078
	Iteration 46Q: 3 clusters Score -1536460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1536460.500000 Penalty: 4701.580078
	Iteration 47Q: 3 clusters Score -1536460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1536463.125000 Penalty: 4701.580078
	Iteration 48Q: 3 clusters Score -1536463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1536467.125000 Penalty: 4701.580078
	Iteration 49Q: 3 clusters Score -1536467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1536467.625000 Penalty: 4701.580078
	Iteration 50Q: 3 clusters Score -1536468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1536467.875000 Penalty: 4701.580078
	Iteration 51Q: 3 clusters Score -1536468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1536465.875000 Penalty: 4701.580078
	Iteration 52Q: 3 clusters Score -1536466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1536465.875000 Penalty: 4701.580078
	Iteration 53F: 3 clusters Score -1536466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (146281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146281 members 
Entering Unmasked Estep 
Score: -17509388.000000 Penalty: 2949.534668
	Iteration 0F: 2 clusters Score -1.750939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -17411596.000000 Penalty: 5899.069336
	Iteration 0F: 3 clusters Score -1.74116e+07 nChanged 69731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 75942 members 
Entering Unmasked Estep 
Score: -17452082.000000 Penalty: 5899.069336
	Iteration 1F: 3 clusters Score -1.745208e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68762 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -17452902.000000 Penalty: 5899.069336
	Iteration 2Q: 3 clusters Score -1.74529e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -17453924.000000 Penalty: 5899.069336
	Iteration 3Q: 3 clusters Score -1.745392e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -17455488.000000 Penalty: 5899.069336
	Iteration 4Q: 3 clusters Score -1.745549e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 89680 members 
Entering Unmasked Estep 
Score: -17458416.000000 Penalty: 5899.069336
	Iteration 5Q: 3 clusters Score -1.745842e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
Score: -17464082.000000 Penalty: 5899.069336
	Iteration 6F: 3 clusters Score -1.746408e+07 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 109176 members 
Entering Unmasked Estep 
Score: -17472754.000000 Penalty: 5899.069336
	Iteration 7F: 3 clusters Score -1.747275e+07 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 121500 members 
Entering Unmasked Estep 
Score: -17484264.000000 Penalty: 5899.069336
	Iteration 8F: 3 clusters Score -1.748426e+07 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 132207 members 
Entering Unmasked Estep 
Score: -17494798.000000 Penalty: 5899.069336
	Iteration 9F: 3 clusters Score -1.74948e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 139178 members 
Entering Unmasked Estep 
Score: -17501630.000000 Penalty: 5899.069336
	Iteration 10Q: 3 clusters Score -1.750163e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 142691 members 
Entering Unmasked Estep 
Score: -17504852.000000 Penalty: 5899.069336
	Iteration 11Q: 3 clusters Score -1.750485e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 144204 members 
Entering Unmasked Estep 
Score: -17506064.000000 Penalty: 5899.069336
	Iteration 12Q: 3 clusters Score -1.750606e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 144886 members 
Entering Unmasked Estep 
Score: -17506604.000000 Penalty: 5899.069336
	Iteration 13Q: 3 clusters Score -1.75066e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 145198 members 
Entering Unmasked Estep 
Score: -17506768.000000 Penalty: 5899.069336
	Iteration 14Q: 3 clusters Score -1.750677e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 145352 members 
Entering Unmasked Estep 
Score: -17506862.000000 Penalty: 5899.069336
	Iteration 15Q: 3 clusters Score -1.750686e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 145430 members 
Entering Unmasked Estep 
Score: -17506920.000000 Penalty: 5899.069336
	Iteration 16Q: 3 clusters Score -1.750692e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 145491 members 
Entering Unmasked Estep 
Score: -17506968.000000 Penalty: 5899.069336
	Iteration 17Q: 3 clusters Score -1.750697e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 145526 members 
Entering Unmasked Estep 
Score: -17507008.000000 Penalty: 5899.069336
	Iteration 18Q: 3 clusters Score -1.750701e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 145552 members 
Entering Unmasked Estep 
Score: -17507018.000000 Penalty: 5899.069336
	Iteration 19Q: 3 clusters Score -1.750702e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 145564 members 
Entering Unmasked Estep 
Score: -17507042.000000 Penalty: 5899.069336
	Iteration 20F: 3 clusters Score -1.750704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 145581 members 
Entering Unmasked Estep 
Score: -17507040.000000 Penalty: 5899.069336
	Iteration 21Q: 3 clusters Score -1.750704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 145589 members 
Entering Unmasked Estep 
Score: -17507030.000000 Penalty: 5899.069336
	Iteration 22Q: 3 clusters Score -1.750703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 145596 members 
Entering Unmasked Estep 
Score: -17507036.000000 Penalty: 5899.069336
	Iteration 23Q: 3 clusters Score -1.750704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 145604 members 
Entering Unmasked Estep 
Score: -17507034.000000 Penalty: 5899.069336
	Iteration 24Q: 3 clusters Score -1.750703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 145608 members 
Entering Unmasked Estep 
Score: -17507038.000000 Penalty: 5899.069336
	Iteration 25Q: 3 clusters Score -1.750704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 145610 members 
Entering Unmasked Estep 
Score: -17507038.000000 Penalty: 5899.069336
	Iteration 26Q: 3 clusters Score -1.750704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 145611 members 
Entering Unmasked Estep 
Score: -17507034.000000 Penalty: 5899.069336
	Iteration 27Q: 3 clusters Score -1.750703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 145612 members 
Entering Unmasked Estep 
Score: -17507040.000000 Penalty: 5899.069336
	Iteration 28Q: 3 clusters Score -1.750704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 145612 members 
Entering Unmasked Estep 
Score: -17507040.000000 Penalty: 5899.069336
	Iteration 29F: 3 clusters Score -1.750704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Entering Unmasked Estep 
Score: -4911428.500000 Penalty: 2643.722656
	Iteration 0F: 2 clusters Score -4911428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4882752.000000 Penalty: 5287.445312
	Iteration 0F: 3 clusters Score -4882752 nChanged 19501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -4893428.500000 Penalty: 5287.445312
	Iteration 1F: 3 clusters Score -4893428 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -4894036.000000 Penalty: 5287.445312
	Iteration 2Q: 3 clusters Score -4894036 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -4894638.500000 Penalty: 5287.445312
	Iteration 3Q: 3 clusters Score -4894638 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -4895230.500000 Penalty: 5287.445312
	Iteration 4Q: 3 clusters Score -4895230 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -4895796.500000 Penalty: 5287.445312
	Iteration 5Q: 3 clusters Score -4895796 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -4896466.500000 Penalty: 5287.445312
	Iteration 6Q: 3 clusters Score -4896466 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -4897250.000000 Penalty: 5287.445312
	Iteration 7Q: 3 clusters Score -4897250 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -4898125.000000 Penalty: 5287.445312
	Iteration 8Q: 3 clusters Score -4898125 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -4899209.000000 Penalty: 5287.445312
	Iteration 9Q: 3 clusters Score -4899209 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -4900351.000000 Penalty: 5287.445312
	Iteration 10F: 3 clusters Score -4900351 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -4901535.500000 Penalty: 5287.445312
	Iteration 11F: 3 clusters Score -4901536 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4902707.000000 Penalty: 5287.445312
	Iteration 12Q: 3 clusters Score -4902707 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -4903869.000000 Penalty: 5287.445312
	Iteration 13Q: 3 clusters Score -4903869 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -4904994.000000 Penalty: 5287.445312
	Iteration 14Q: 3 clusters Score -4904994 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -4906143.000000 Penalty: 5287.445312
	Iteration 15Q: 3 clusters Score -4906143 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4907033.500000 Penalty: 5287.445312
	Iteration 16Q: 3 clusters Score -4907034 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -4907729.500000 Penalty: 5287.445312
	Iteration 17Q: 3 clusters Score -4907730 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -4908193.500000 Penalty: 5287.445312
	Iteration 18Q: 3 clusters Score -4908194 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -4908521.500000 Penalty: 5287.445312
	Iteration 19Q: 3 clusters Score -4908522 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -4908783.000000 Penalty: 5287.445312
	Iteration 20F: 3 clusters Score -4908783 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -4908958.500000 Penalty: 5287.445312
	Iteration 21Q: 3 clusters Score -4908958 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -4909099.500000 Penalty: 5287.445312
	Iteration 22Q: 3 clusters Score -4909100 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -4909160.000000 Penalty: 5287.445312
	Iteration 23Q: 3 clusters Score -4909160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -4909207.000000 Penalty: 5287.445312
	Iteration 24Q: 3 clusters Score -4909207 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -4909258.500000 Penalty: 5287.445312
	Iteration 25Q: 3 clusters Score -4909258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -4909300.500000 Penalty: 5287.445312
	Iteration 26Q: 3 clusters Score -4909300 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -4909349.500000 Penalty: 5287.445312
	Iteration 27Q: 3 clusters Score -4909350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -4909377.500000 Penalty: 5287.445312
	Iteration 28Q: 3 clusters Score -4909378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -4909409.500000 Penalty: 5287.445312
	Iteration 29Q: 3 clusters Score -4909410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -4909425.000000 Penalty: 5287.445312
	Iteration 30Q: 3 clusters Score -4909425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -4909440.000000 Penalty: 5287.445312
	Iteration 31Q: 3 clusters Score -4909440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -4909449.500000 Penalty: 5287.445312
	Iteration 32Q: 3 clusters Score -4909450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -4909455.500000 Penalty: 5287.445312
	Iteration 33Q: 3 clusters Score -4909456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -4909455.500000 Penalty: 5287.445312
	Iteration 34Q: 3 clusters Score -4909456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -4909465.500000 Penalty: 5287.445312
	Iteration 35Q: 3 clusters Score -4909466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -4909468.500000 Penalty: 5287.445312
	Iteration 36Q: 3 clusters Score -4909468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -4909468.000000 Penalty: 5287.445312
	Iteration 37Q: 3 clusters Score -4909468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -4909473.500000 Penalty: 5287.445312
	Iteration 38Q: 3 clusters Score -4909474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -4909468.500000 Penalty: 5287.445312
	Iteration 39Q: 3 clusters Score -4909468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -4909465.000000 Penalty: 5287.445312
	Iteration 40F: 3 clusters Score -4909465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -4909471.500000 Penalty: 5287.445312
	Iteration 41Q: 3 clusters Score -4909472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -4909467.500000 Penalty: 5287.445312
	Iteration 42Q: 3 clusters Score -4909468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -4909471.000000 Penalty: 5287.445312
	Iteration 43Q: 3 clusters Score -4909471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -4909469.000000 Penalty: 5287.445312
	Iteration 44Q: 3 clusters Score -4909469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -4909468.000000 Penalty: 5287.445312
	Iteration 45Q: 3 clusters Score -4909468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -4909468.000000 Penalty: 5287.445312
	Iteration 46F: 3 clusters Score -4909468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Entering Unmasked Estep 
Score: -5936940.500000 Penalty: 2680.481689
	Iteration 0F: 2 clusters Score -5936940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -5903458.000000 Penalty: 5360.963379
	Iteration 0F: 3 clusters Score -5903458 nChanged 22953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -5915966.500000 Penalty: 5360.963379
	Iteration 1F: 3 clusters Score -5915966 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -5916454.000000 Penalty: 5360.963379
	Iteration 2Q: 3 clusters Score -5916454 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -5916870.500000 Penalty: 5360.963379
	Iteration 3Q: 3 clusters Score -5916870 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -5917290.500000 Penalty: 5360.963379
	Iteration 4Q: 3 clusters Score -5917290 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -5917764.000000 Penalty: 5360.963379
	Iteration 5Q: 3 clusters Score -5917764 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -5918332.000000 Penalty: 5360.963379
	Iteration 6Q: 3 clusters Score -5918332 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -5919194.000000 Penalty: 5360.963379
	Iteration 7Q: 3 clusters Score -5919194 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -5920404.500000 Penalty: 5360.963379
	Iteration 8Q: 3 clusters Score -5920404 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -5922164.000000 Penalty: 5360.963379
	Iteration 9F: 3 clusters Score -5922164 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -5924674.000000 Penalty: 5360.963379
	Iteration 10F: 3 clusters Score -5924674 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -5927666.500000 Penalty: 5360.963379
	Iteration 11F: 3 clusters Score -5927666 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -5930345.000000 Penalty: 5360.963379
	Iteration 12F: 3 clusters Score -5930345 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -5931934.000000 Penalty: 5360.963379
	Iteration 13Q: 3 clusters Score -5931934 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -5932924.500000 Penalty: 5360.963379
	Iteration 14Q: 3 clusters Score -5932924 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -5933541.000000 Penalty: 5360.963379
	Iteration 15Q: 3 clusters Score -5933541 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -5933906.500000 Penalty: 5360.963379
	Iteration 16Q: 3 clusters Score -5933906 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -5934076.500000 Penalty: 5360.963379
	Iteration 17Q: 3 clusters Score -5934076 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -5934245.500000 Penalty: 5360.963379
	Iteration 18Q: 3 clusters Score -5934246 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -5934307.500000 Penalty: 5360.963379
	Iteration 19Q: 3 clusters Score -5934308 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -5934330.500000 Penalty: 5360.963379
	Iteration 20F: 3 clusters Score -5934330 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -5934358.500000 Penalty: 5360.963379
	Iteration 21Q: 3 clusters Score -5934358 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -5934378.000000 Penalty: 5360.963379
	Iteration 22Q: 3 clusters Score -5934378 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -5934385.000000 Penalty: 5360.963379
	Iteration 23Q: 3 clusters Score -5934385 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -5934392.500000 Penalty: 5360.963379
	Iteration 24Q: 3 clusters Score -5934392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -5934407.500000 Penalty: 5360.963379
	Iteration 25Q: 3 clusters Score -5934408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -5934413.000000 Penalty: 5360.963379
	Iteration 26Q: 3 clusters Score -5934413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -5934406.000000 Penalty: 5360.963379
	Iteration 27Q: 3 clusters Score -5934406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -5934404.000000 Penalty: 5360.963379
	Iteration 28Q: 3 clusters Score -5934404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -5934395.000000 Penalty: 5360.963379
	Iteration 29Q: 3 clusters Score -5934395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -5934395.000000 Penalty: 5360.963379
	Iteration 30Q: 3 clusters Score -5934395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -5934404.000000 Penalty: 5360.963379
	Iteration 31Q: 3 clusters Score -5934404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -5934396.500000 Penalty: 5360.963379
	Iteration 32Q: 3 clusters Score -5934396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -5934395.500000 Penalty: 5360.963379
	Iteration 33Q: 3 clusters Score -5934396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -5934399.000000 Penalty: 5360.963379
	Iteration 34Q: 3 clusters Score -5934399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -5934410.000000 Penalty: 5360.963379
	Iteration 35Q: 3 clusters Score -5934410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -5934406.000000 Penalty: 5360.963379
	Iteration 36Q: 3 clusters Score -5934406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -5934410.000000 Penalty: 5360.963379
	Iteration 37Q: 3 clusters Score -5934410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -5934401.500000 Penalty: 5360.963379
	Iteration 38Q: 3 clusters Score -5934402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -5934405.000000 Penalty: 5360.963379
	Iteration 39Q: 3 clusters Score -5934405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -5934396.500000 Penalty: 5360.963379
	Iteration 40F: 3 clusters Score -5934396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -5934388.500000 Penalty: 5360.963379
	Iteration 41Q: 3 clusters Score -5934388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -5934391.000000 Penalty: 5360.963379
	Iteration 42Q: 3 clusters Score -5934391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -5934390.000000 Penalty: 5360.963379
	Iteration 43Q: 3 clusters Score -5934390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -5934388.500000 Penalty: 5360.963379
	Iteration 44Q: 3 clusters Score -5934388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -5934388.500000 Penalty: 5360.963379
	Iteration 45F: 3 clusters Score -5934388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Entering Unmasked Estep 
Score: -2822405.000000 Penalty: 2502.640869
	Iteration 0F: 2 clusters Score -2822405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2805580.500000 Penalty: 5005.281738
	Iteration 0F: 3 clusters Score -2805580 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2811502.250000 Penalty: 5005.281738
	Iteration 1F: 3 clusters Score -2811502 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2812085.250000 Penalty: 5005.281738
	Iteration 2F: 3 clusters Score -2812085 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2812705.500000 Penalty: 5005.281738
	Iteration 3F: 3 clusters Score -2812706 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2813330.250000 Penalty: 5005.281738
	Iteration 4Q: 3 clusters Score -2813330 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2814138.250000 Penalty: 5005.281738
	Iteration 5F: 3 clusters Score -2814138 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2815142.250000 Penalty: 5005.281738
	Iteration 6F: 3 clusters Score -2815142 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2816446.750000 Penalty: 5005.281738
	Iteration 7F: 3 clusters Score -2816447 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2817786.750000 Penalty: 5005.281738
	Iteration 8F: 3 clusters Score -2817787 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2818918.250000 Penalty: 5005.281738
	Iteration 9F: 3 clusters Score -2818918 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2819628.250000 Penalty: 5005.281738
	Iteration 10Q: 3 clusters Score -2819628 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2820135.500000 Penalty: 5005.281738
	Iteration 11Q: 3 clusters Score -2820136 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2820668.750000 Penalty: 5005.281738
	Iteration 12Q: 3 clusters Score -2820669 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2821098.250000 Penalty: 5005.281738
	Iteration 13Q: 3 clusters Score -2821098 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2821455.250000 Penalty: 5005.281738
	Iteration 14Q: 3 clusters Score -2821455 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2821759.250000 Penalty: 5005.281738
	Iteration 15Q: 3 clusters Score -2821759 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2821999.500000 Penalty: 5005.281738
	Iteration 16Q: 3 clusters Score -2822000 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2822161.250000 Penalty: 5005.281738
	Iteration 17Q: 3 clusters Score -2822161 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2822285.750000 Penalty: 5005.281738
	Iteration 18Q: 3 clusters Score -2822286 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2822359.000000 Penalty: 5005.281738
	Iteration 19Q: 3 clusters Score -2822359 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2822406.000000 Penalty: 5005.281738
	Iteration 20F: 3 clusters Score -2822406 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2822420.500000 Penalty: 5005.281738
	Iteration 21Q: 3 clusters Score -2822420 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2822438.000000 Penalty: 5005.281738
	Iteration 22Q: 3 clusters Score -2822438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2822452.250000 Penalty: 5005.281738
	Iteration 23Q: 3 clusters Score -2822452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2822458.000000 Penalty: 5005.281738
	Iteration 24Q: 3 clusters Score -2822458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2822463.250000 Penalty: 5005.281738
	Iteration 25Q: 3 clusters Score -2822463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2822459.250000 Penalty: 5005.281738
	Iteration 26Q: 3 clusters Score -2822459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2822468.750000 Penalty: 5005.281738
	Iteration 27Q: 3 clusters Score -2822469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2822466.750000 Penalty: 5005.281738
	Iteration 28Q: 3 clusters Score -2822467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2822463.500000 Penalty: 5005.281738
	Iteration 29Q: 3 clusters Score -2822464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2822468.000000 Penalty: 5005.281738
	Iteration 30Q: 3 clusters Score -2822468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2822468.750000 Penalty: 5005.281738
	Iteration 31Q: 3 clusters Score -2822469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2822468.750000 Penalty: 5005.281738
	Iteration 32F: 3 clusters Score -2822469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 35881 members 
Mstep: Class 3 contains 12637 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18084 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17630 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13082 members 
Mstep: Class 10 contains 146281 members 
Mstep: Class 11 contains 42624 members 
Mstep: Class 12 contains 49434 members 
Mstep: Class 13 contains 6093 members 
Mstep: Class 14 contains 34906 members 
Mstep: Class 15 contains 180455 members 
Mstep: Class 16 contains 60779 members 
Mstep: Class 17 contains 200853 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151339 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159565 members 
Mstep: Class 24 contains 20498 members 
Mstep: Class 25 contains 17645 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Mstep: Class 29 contains 18039 members 
Entering Unmasked Estep 
Score: -156053520.000000 Penalty: 101497.804688
Splitting cluster 13 changes total score from -156054160.000000 to -156053520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (34906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Entering Unmasked Estep 
Score: -4149848.750000 Penalty: 2594.182617
	Iteration 0F: 2 clusters Score -4149849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4126146.500000 Penalty: 5188.365234
	Iteration 0F: 3 clusters Score -4126146 nChanged 15889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -4134822.500000 Penalty: 5188.365234
	Iteration 1F: 3 clusters Score -4134822 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -4135436.750000 Penalty: 5188.365234
	Iteration 2Q: 3 clusters Score -4135437 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -4136046.500000 Penalty: 5188.365234
	Iteration 3Q: 3 clusters Score -4136046 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -4136691.250000 Penalty: 5188.365234
	Iteration 4Q: 3 clusters Score -4136691 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4137359.250000 Penalty: 5188.365234
	Iteration 5Q: 3 clusters Score -4137359 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4138123.250000 Penalty: 5188.365234
	Iteration 6Q: 3 clusters Score -4138123 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -4139124.000000 Penalty: 5188.365234
	Iteration 7Q: 3 clusters Score -4139124 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -4140289.500000 Penalty: 5188.365234
	Iteration 8F: 3 clusters Score -4140290 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -4141633.250000 Penalty: 5188.365234
	Iteration 9F: 3 clusters Score -4141633 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4142774.500000 Penalty: 5188.365234
	Iteration 10F: 3 clusters Score -4142774 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -4143338.750000 Penalty: 5188.365234
	Iteration 11Q: 3 clusters Score -4143339 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -4143603.000000 Penalty: 5188.365234
	Iteration 12Q: 3 clusters Score -4143603 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -4143736.000000 Penalty: 5188.365234
	Iteration 13Q: 3 clusters Score -4143736 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -4143809.500000 Penalty: 5188.365234
	Iteration 14Q: 3 clusters Score -4143810 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -4143879.250000 Penalty: 5188.365234
	Iteration 15Q: 3 clusters Score -4143879 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -4143945.000000 Penalty: 5188.365234
	Iteration 16Q: 3 clusters Score -4143945 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -4144014.250000 Penalty: 5188.365234
	Iteration 17Q: 3 clusters Score -4144014 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -4144092.750000 Penalty: 5188.365234
	Iteration 18Q: 3 clusters Score -4144093 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -4144141.500000 Penalty: 5188.365234
	Iteration 19Q: 3 clusters Score -4144142 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -4144174.500000 Penalty: 5188.365234
	Iteration 20F: 3 clusters Score -4144174 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -4144195.750000 Penalty: 5188.365234
	Iteration 21Q: 3 clusters Score -4144196 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -4144221.000000 Penalty: 5188.365234
	Iteration 22Q: 3 clusters Score -4144221 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -4144244.500000 Penalty: 5188.365234
	Iteration 23Q: 3 clusters Score -4144244 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -4144290.000000 Penalty: 5188.365234
	Iteration 24Q: 3 clusters Score -4144290 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -4144306.000000 Penalty: 5188.365234
	Iteration 25Q: 3 clusters Score -4144306 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -4144319.750000 Penalty: 5188.365234
	Iteration 26Q: 3 clusters Score -4144320 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -4144362.500000 Penalty: 5188.365234
	Iteration 27Q: 3 clusters Score -4144362 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -4144392.750000 Penalty: 5188.365234
	Iteration 28Q: 3 clusters Score -4144393 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4144408.500000 Penalty: 5188.365234
	Iteration 29Q: 3 clusters Score -4144408 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -4144430.500000 Penalty: 5188.365234
	Iteration 30Q: 3 clusters Score -4144430 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -4144454.000000 Penalty: 5188.365234
	Iteration 31Q: 3 clusters Score -4144454 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -4144483.250000 Penalty: 5188.365234
	Iteration 32Q: 3 clusters Score -4144483 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -4144539.000000 Penalty: 5188.365234
	Iteration 33Q: 3 clusters Score -4144539 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -4144582.000000 Penalty: 5188.365234
	Iteration 34Q: 3 clusters Score -4144582 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4144611.250000 Penalty: 5188.365234
	Iteration 35Q: 3 clusters Score -4144611 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -4144624.500000 Penalty: 5188.365234
	Iteration 36Q: 3 clusters Score -4144624 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -4144641.750000 Penalty: 5188.365234
	Iteration 37Q: 3 clusters Score -4144642 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -4144687.750000 Penalty: 5188.365234
	Iteration 38Q: 3 clusters Score -4144688 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -4144737.500000 Penalty: 5188.365234
	Iteration 39Q: 3 clusters Score -4144738 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -4144765.250000 Penalty: 5188.365234
	Iteration 40F: 3 clusters Score -4144765 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -4144819.250000 Penalty: 5188.365234
	Iteration 41Q: 3 clusters Score -4144819 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -4144860.000000 Penalty: 5188.365234
	Iteration 42Q: 3 clusters Score -4144860 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -4144912.000000 Penalty: 5188.365234
	Iteration 43Q: 3 clusters Score -4144912 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -4144938.750000 Penalty: 5188.365234
	Iteration 44Q: 3 clusters Score -4144939 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -4144986.750000 Penalty: 5188.365234
	Iteration 45Q: 3 clusters Score -4144987 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -4145025.000000 Penalty: 5188.365234
	Iteration 46Q: 3 clusters Score -4145025 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -4145072.000000 Penalty: 5188.365234
	Iteration 47Q: 3 clusters Score -4145072 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -4145115.250000 Penalty: 5188.365234
	Iteration 48Q: 3 clusters Score -4145115 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -4145163.500000 Penalty: 5188.365234
	Iteration 49Q: 3 clusters Score -4145164 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -4145232.250000 Penalty: 5188.365234
	Iteration 50Q: 3 clusters Score -4145232 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -4145304.750000 Penalty: 5188.365234
	Iteration 51Q: 3 clusters Score -4145305 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -4145405.250000 Penalty: 5188.365234
	Iteration 52Q: 3 clusters Score -4145405 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -4145477.000000 Penalty: 5188.365234
	Iteration 53Q: 3 clusters Score -4145477 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -4145595.750000 Penalty: 5188.365234
	Iteration 54Q: 3 clusters Score -4145596 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -4145705.500000 Penalty: 5188.365234
	Iteration 55Q: 3 clusters Score -4145706 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -4145874.500000 Penalty: 5188.365234
	Iteration 56Q: 3 clusters Score -4145874 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4146053.500000 Penalty: 5188.365234
	Iteration 57Q: 3 clusters Score -4146054 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -4146260.000000 Penalty: 5188.365234
	Iteration 58Q: 3 clusters Score -4146260 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -4146404.500000 Penalty: 5188.365234
	Iteration 59Q: 3 clusters Score -4146404 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -4146531.500000 Penalty: 5188.365234
	Iteration 60F: 3 clusters Score -4146532 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -4146600.500000 Penalty: 5188.365234
	Iteration 61Q: 3 clusters Score -4146600 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -4146646.000000 Penalty: 5188.365234
	Iteration 62Q: 3 clusters Score -4146646 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -4146682.000000 Penalty: 5188.365234
	Iteration 63Q: 3 clusters Score -4146682 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -4146691.750000 Penalty: 5188.365234
	Iteration 64Q: 3 clusters Score -4146692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -4146715.500000 Penalty: 5188.365234
	Iteration 65Q: 3 clusters Score -4146716 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -4146718.250000 Penalty: 5188.365234
	Iteration 66Q: 3 clusters Score -4146718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -4146732.750000 Penalty: 5188.365234
	Iteration 67Q: 3 clusters Score -4146733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -4146738.750000 Penalty: 5188.365234
	Iteration 68Q: 3 clusters Score -4146739 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -4146744.500000 Penalty: 5188.365234
	Iteration 69Q: 3 clusters Score -4146744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -4146751.500000 Penalty: 5188.365234
	Iteration 70Q: 3 clusters Score -4146752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -4146751.750000 Penalty: 5188.365234
	Iteration 71Q: 3 clusters Score -4146752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -4146748.000000 Penalty: 5188.365234
	Iteration 72Q: 3 clusters Score -4146748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -4146753.750000 Penalty: 5188.365234
	Iteration 73Q: 3 clusters Score -4146754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -4146756.000000 Penalty: 5188.365234
	Iteration 74Q: 3 clusters Score -4146756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -4146760.000000 Penalty: 5188.365234
	Iteration 75Q: 3 clusters Score -4146760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -4146761.250000 Penalty: 5188.365234
	Iteration 76Q: 3 clusters Score -4146761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -4146762.500000 Penalty: 5188.365234
	Iteration 77Q: 3 clusters Score -4146762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4146763.000000 Penalty: 5188.365234
	Iteration 78Q: 3 clusters Score -4146763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -4146764.500000 Penalty: 5188.365234
	Iteration 79Q: 3 clusters Score -4146764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -4146768.500000 Penalty: 5188.365234
	Iteration 80F: 3 clusters Score -4146768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -4146760.500000 Penalty: 5188.365234
	Iteration 81Q: 3 clusters Score -4146760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4146757.250000 Penalty: 5188.365234
	Iteration 82Q: 3 clusters Score -4146757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -4146755.500000 Penalty: 5188.365234
	Iteration 83Q: 3 clusters Score -4146756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -4146753.750000 Penalty: 5188.365234
	Iteration 84Q: 3 clusters Score -4146754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -4146754.500000 Penalty: 5188.365234
	Iteration 85Q: 3 clusters Score -4146754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -4146758.500000 Penalty: 5188.365234
	Iteration 86Q: 3 clusters Score -4146758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4146762.750000 Penalty: 5188.365234
	Iteration 87Q: 3 clusters Score -4146763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -4146762.750000 Penalty: 5188.365234
	Iteration 88Q: 3 clusters Score -4146763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -4146756.750000 Penalty: 5188.365234
	Iteration 89Q: 3 clusters Score -4146757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -4146759.750000 Penalty: 5188.365234
	Iteration 90Q: 3 clusters Score -4146760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -4146761.250000 Penalty: 5188.365234
	Iteration 91Q: 3 clusters Score -4146761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -4146755.500000 Penalty: 5188.365234
	Iteration 92Q: 3 clusters Score -4146756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4146755.250000 Penalty: 5188.365234
	Iteration 93Q: 3 clusters Score -4146755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -4146759.000000 Penalty: 5188.365234
	Iteration 94Q: 3 clusters Score -4146759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -4146758.250000 Penalty: 5188.365234
	Iteration 95Q: 3 clusters Score -4146758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -4146754.750000 Penalty: 5188.365234
	Iteration 96Q: 3 clusters Score -4146755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -4146760.500000 Penalty: 5188.365234
	Iteration 97Q: 3 clusters Score -4146760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -4146763.000000 Penalty: 5188.365234
	Iteration 98Q: 3 clusters Score -4146763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -4146764.000000 Penalty: 5188.365234
	Iteration 99Q: 3 clusters Score -4146764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4146758.750000 Penalty: 5188.365234
	Iteration 100F: 3 clusters Score -4146759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -4146760.750000 Penalty: 5188.365234
	Iteration 101Q: 3 clusters Score -4146761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -4146760.000000 Penalty: 5188.365234
	Iteration 102Q: 3 clusters Score -4146760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -4146760.000000 Penalty: 5188.365234
	Iteration 103F: 3 clusters Score -4146760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (180455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180455 members 
Entering Unmasked Estep 
Score: -21524248.000000 Penalty: 3001.602783
	Iteration 0F: 2 clusters Score -2.152425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 90125 members 
Entering Unmasked Estep 
Score: -21412300.000000 Penalty: 6003.205566
	Iteration 0F: 3 clusters Score -2.14123e+07 nChanged 86608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92198 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -21463380.000000 Penalty: 6003.205566
	Iteration 1F: 3 clusters Score -2.146338e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -21464426.000000 Penalty: 6003.205566
	Iteration 2Q: 3 clusters Score -2.146443e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
Score: -21465486.000000 Penalty: 6003.205566
	Iteration 3Q: 3 clusters Score -2.146549e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99240 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -21467226.000000 Penalty: 6003.205566
	Iteration 4Q: 3 clusters Score -2.146723e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104456 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -21469688.000000 Penalty: 6003.205566
	Iteration 5Q: 3 clusters Score -2.146969e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112232 members 
Mstep: Class 2 contains 68223 members 
Entering Unmasked Estep 
Score: -21474388.000000 Penalty: 6003.205566
	Iteration 6F: 3 clusters Score -2.147439e+07 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122855 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -21481834.000000 Penalty: 6003.205566
	Iteration 7F: 3 clusters Score -2.148183e+07 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135881 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -21492604.000000 Penalty: 6003.205566
	Iteration 8F: 3 clusters Score -2.14926e+07 nChanged 14415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149564 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -21504874.000000 Penalty: 6003.205566
	Iteration 9F: 3 clusters Score -2.150487e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161494 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -21514014.000000 Penalty: 6003.205566
	Iteration 10F: 3 clusters Score -2.151401e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169537 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -21518660.000000 Penalty: 6003.205566
	Iteration 11Q: 3 clusters Score -2.151866e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174033 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -21520696.000000 Penalty: 6003.205566
	Iteration 12Q: 3 clusters Score -2.15207e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176395 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -21521702.000000 Penalty: 6003.205566
	Iteration 13Q: 3 clusters Score -2.15217e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177541 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -21522154.000000 Penalty: 6003.205566
	Iteration 14Q: 3 clusters Score -2.152215e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178078 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -21522438.000000 Penalty: 6003.205566
	Iteration 15Q: 3 clusters Score -2.152244e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178353 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -21522618.000000 Penalty: 6003.205566
	Iteration 16Q: 3 clusters Score -2.152262e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178516 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -21522714.000000 Penalty: 6003.205566
	Iteration 17Q: 3 clusters Score -2.152271e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178598 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -21522766.000000 Penalty: 6003.205566
	Iteration 18Q: 3 clusters Score -2.152277e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178645 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -21522830.000000 Penalty: 6003.205566
	Iteration 19Q: 3 clusters Score -2.152283e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178667 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -21522844.000000 Penalty: 6003.205566
	Iteration 20F: 3 clusters Score -2.152284e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178690 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -21522904.000000 Penalty: 6003.205566
	Iteration 21Q: 3 clusters Score -2.15229e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178700 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -21522906.000000 Penalty: 6003.205566
	Iteration 22Q: 3 clusters Score -2.152291e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178703 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -21522916.000000 Penalty: 6003.205566
	Iteration 23Q: 3 clusters Score -2.152292e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178700 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -21522970.000000 Penalty: 6003.205566
	Iteration 24Q: 3 clusters Score -2.152297e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178695 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -21522994.000000 Penalty: 6003.205566
	Iteration 25Q: 3 clusters Score -2.152299e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178695 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -21522988.000000 Penalty: 6003.205566
	Iteration 26Q: 3 clusters Score -2.152299e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178693 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -21522992.000000 Penalty: 6003.205566
	Iteration 27Q: 3 clusters Score -2.152299e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178690 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -21523002.000000 Penalty: 6003.205566
	Iteration 28Q: 3 clusters Score -2.1523e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178682 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -21523020.000000 Penalty: 6003.205566
	Iteration 29Q: 3 clusters Score -2.152302e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178666 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -21523048.000000 Penalty: 6003.205566
	Iteration 30Q: 3 clusters Score -2.152305e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178648 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -21523060.000000 Penalty: 6003.205566
	Iteration 31Q: 3 clusters Score -2.152306e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178636 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -21523064.000000 Penalty: 6003.205566
	Iteration 32Q: 3 clusters Score -2.152306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178630 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -21523072.000000 Penalty: 6003.205566
	Iteration 33Q: 3 clusters Score -2.152307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178630 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -21523080.000000 Penalty: 6003.205566
	Iteration 34Q: 3 clusters Score -2.152308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178623 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -21523064.000000 Penalty: 6003.205566
	Iteration 35Q: 3 clusters Score -2.152306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178609 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -21523048.000000 Penalty: 6003.205566
	Iteration 36Q: 3 clusters Score -2.152305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178595 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -21523070.000000 Penalty: 6003.205566
	Iteration 37Q: 3 clusters Score -2.152307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178586 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -21523070.000000 Penalty: 6003.205566
	Iteration 38Q: 3 clusters Score -2.152307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178585 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -21523072.000000 Penalty: 6003.205566
	Iteration 39Q: 3 clusters Score -2.152307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178582 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -21523082.000000 Penalty: 6003.205566
	Iteration 40F: 3 clusters Score -2.152308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178581 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -21523084.000000 Penalty: 6003.205566
	Iteration 41Q: 3 clusters Score -2.152308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178575 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -21523078.000000 Penalty: 6003.205566
	Iteration 42Q: 3 clusters Score -2.152308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178571 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -21523094.000000 Penalty: 6003.205566
	Iteration 43Q: 3 clusters Score -2.152309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178570 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -21523092.000000 Penalty: 6003.205566
	Iteration 44Q: 3 clusters Score -2.152309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178567 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -21523090.000000 Penalty: 6003.205566
	Iteration 45Q: 3 clusters Score -2.152309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178566 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -21523088.000000 Penalty: 6003.205566
	Iteration 46Q: 3 clusters Score -2.152309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178566 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -21523088.000000 Penalty: 6003.205566
	Iteration 47F: 3 clusters Score -2.152309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Entering Unmasked Estep 
Score: -7214308.000000 Penalty: 2731.719727
	Iteration 0F: 2 clusters Score -7214308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -7173510.500000 Penalty: 5463.439453
	Iteration 0F: 3 clusters Score -7173510 nChanged 28218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -7189249.000000 Penalty: 5463.439453
	Iteration 1F: 3 clusters Score -7189249 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -7189969.000000 Penalty: 5463.439453
	Iteration 2Q: 3 clusters Score -7189969 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -7190921.000000 Penalty: 5463.439453
	Iteration 3Q: 3 clusters Score -7190921 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -7192256.000000 Penalty: 5463.439453
	Iteration 4Q: 3 clusters Score -7192256 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -7193970.000000 Penalty: 5463.439453
	Iteration 5F: 3 clusters Score -7193970 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -7196150.500000 Penalty: 5463.439453
	Iteration 6F: 3 clusters Score -7196150 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -7198486.500000 Penalty: 5463.439453
	Iteration 7F: 3 clusters Score -7198486 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -7200734.500000 Penalty: 5463.439453
	Iteration 8F: 3 clusters Score -7200734 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -7202784.500000 Penalty: 5463.439453
	Iteration 9F: 3 clusters Score -7202784 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -7204680.500000 Penalty: 5463.439453
	Iteration 10Q: 3 clusters Score -7204680 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -7206334.500000 Penalty: 5463.439453
	Iteration 11Q: 3 clusters Score -7206334 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -7207742.000000 Penalty: 5463.439453
	Iteration 12Q: 3 clusters Score -7207742 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -7209070.500000 Penalty: 5463.439453
	Iteration 13Q: 3 clusters Score -7209070 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -7210112.000000 Penalty: 5463.439453
	Iteration 14Q: 3 clusters Score -7210112 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -7210741.000000 Penalty: 5463.439453
	Iteration 15Q: 3 clusters Score -7210741 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7211163.500000 Penalty: 5463.439453
	Iteration 16Q: 3 clusters Score -7211164 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7211432.000000 Penalty: 5463.439453
	Iteration 17Q: 3 clusters Score -7211432 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7211603.000000 Penalty: 5463.439453
	Iteration 18Q: 3 clusters Score -7211603 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7211738.500000 Penalty: 5463.439453
	Iteration 19Q: 3 clusters Score -7211738 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7211824.000000 Penalty: 5463.439453
	Iteration 20F: 3 clusters Score -7211824 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7211871.500000 Penalty: 5463.439453
	Iteration 21Q: 3 clusters Score -7211872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7211902.500000 Penalty: 5463.439453
	Iteration 22Q: 3 clusters Score -7211902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7211944.000000 Penalty: 5463.439453
	Iteration 23Q: 3 clusters Score -7211944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7211977.000000 Penalty: 5463.439453
	Iteration 24Q: 3 clusters Score -7211977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7211993.000000 Penalty: 5463.439453
	Iteration 25Q: 3 clusters Score -7211993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7212013.500000 Penalty: 5463.439453
	Iteration 26Q: 3 clusters Score -7212014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7212023.000000 Penalty: 5463.439453
	Iteration 27Q: 3 clusters Score -7212023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7212038.500000 Penalty: 5463.439453
	Iteration 28Q: 3 clusters Score -7212038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7212049.000000 Penalty: 5463.439453
	Iteration 29Q: 3 clusters Score -7212049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7212049.500000 Penalty: 5463.439453
	Iteration 30Q: 3 clusters Score -7212050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7212049.000000 Penalty: 5463.439453
	Iteration 31Q: 3 clusters Score -7212049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7212044.000000 Penalty: 5463.439453
	Iteration 32Q: 3 clusters Score -7212044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7212047.000000 Penalty: 5463.439453
	Iteration 33Q: 3 clusters Score -7212047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7212053.500000 Penalty: 5463.439453
	Iteration 34Q: 3 clusters Score -7212054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7212053.500000 Penalty: 5463.439453
	Iteration 35F: 3 clusters Score -7212054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (200853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200853 members 
Entering Unmasked Estep 
Score: -23771698.000000 Penalty: 3028.161621
	Iteration 0F: 2 clusters Score -2.37717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 100339 members 
Entering Unmasked Estep 
Score: -23643734.000000 Penalty: 6056.323242
	Iteration 0F: 3 clusters Score -2.364373e+07 nChanged 96625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101949 members 
Mstep: Class 2 contains 98904 members 
Entering Unmasked Estep 
Score: -23701238.000000 Penalty: 6056.323242
	Iteration 1F: 3 clusters Score -2.370124e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103033 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -23703106.000000 Penalty: 6056.323242
	Iteration 2Q: 3 clusters Score -2.370311e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104591 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -23705582.000000 Penalty: 6056.323242
	Iteration 3Q: 3 clusters Score -2.370558e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106908 members 
Mstep: Class 2 contains 93945 members 
Entering Unmasked Estep 
Score: -23709310.000000 Penalty: 6056.323242
	Iteration 4Q: 3 clusters Score -2.370931e+07 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110067 members 
Mstep: Class 2 contains 90786 members 
Entering Unmasked Estep 
Score: -23714630.000000 Penalty: 6056.323242
	Iteration 5F: 3 clusters Score -2.371463e+07 nChanged 11643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114168 members 
Mstep: Class 2 contains 86685 members 
Entering Unmasked Estep 
Score: -23722164.000000 Penalty: 6056.323242
	Iteration 6F: 3 clusters Score -2.372216e+07 nChanged 12896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118918 members 
Mstep: Class 2 contains 81935 members 
Entering Unmasked Estep 
Score: -23731472.000000 Penalty: 6056.323242
	Iteration 7F: 3 clusters Score -2.373147e+07 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123601 members 
Mstep: Class 2 contains 77252 members 
Entering Unmasked Estep 
Score: -23740336.000000 Penalty: 6056.323242
	Iteration 8F: 3 clusters Score -2.374034e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127867 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
Score: -23746072.000000 Penalty: 6056.323242
	Iteration 9F: 3 clusters Score -2.374607e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131682 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -23749116.000000 Penalty: 6056.323242
	Iteration 10Q: 3 clusters Score -2.374912e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135261 members 
Mstep: Class 2 contains 65592 members 
Entering Unmasked Estep 
Score: -23751260.000000 Penalty: 6056.323242
	Iteration 11Q: 3 clusters Score -2.375126e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138696 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -23752710.000000 Penalty: 6056.323242
	Iteration 12Q: 3 clusters Score -2.375271e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142018 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -23754188.000000 Penalty: 6056.323242
	Iteration 13Q: 3 clusters Score -2.375419e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145321 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -23755534.000000 Penalty: 6056.323242
	Iteration 14Q: 3 clusters Score -2.375553e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148556 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -23756756.000000 Penalty: 6056.323242
	Iteration 15Q: 3 clusters Score -2.375676e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151594 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -23757936.000000 Penalty: 6056.323242
	Iteration 16Q: 3 clusters Score -2.375794e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154677 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -23758930.000000 Penalty: 6056.323242
	Iteration 17Q: 3 clusters Score -2.375893e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157685 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -23760158.000000 Penalty: 6056.323242
	Iteration 18Q: 3 clusters Score -2.376016e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160717 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -23760952.000000 Penalty: 6056.323242
	Iteration 19Q: 3 clusters Score -2.376095e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163691 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -23761782.000000 Penalty: 6056.323242
	Iteration 20F: 3 clusters Score -2.376178e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166503 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -23762702.000000 Penalty: 6056.323242
	Iteration 21Q: 3 clusters Score -2.37627e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169233 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -23763400.000000 Penalty: 6056.323242
	Iteration 22Q: 3 clusters Score -2.37634e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171845 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -23764054.000000 Penalty: 6056.323242
	Iteration 23Q: 3 clusters Score -2.376405e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174368 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -23764862.000000 Penalty: 6056.323242
	Iteration 24Q: 3 clusters Score -2.376486e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176829 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -23765608.000000 Penalty: 6056.323242
	Iteration 25Q: 3 clusters Score -2.376561e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179109 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -23766136.000000 Penalty: 6056.323242
	Iteration 26Q: 3 clusters Score -2.376614e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181233 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -23766594.000000 Penalty: 6056.323242
	Iteration 27Q: 3 clusters Score -2.376659e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183146 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -23767188.000000 Penalty: 6056.323242
	Iteration 28Q: 3 clusters Score -2.376719e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184859 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -23767484.000000 Penalty: 6056.323242
	Iteration 29Q: 3 clusters Score -2.376748e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186431 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -23767806.000000 Penalty: 6056.323242
	Iteration 30Q: 3 clusters Score -2.376781e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187850 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -23768050.000000 Penalty: 6056.323242
	Iteration 31Q: 3 clusters Score -2.376805e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189125 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -23768306.000000 Penalty: 6056.323242
	Iteration 32Q: 3 clusters Score -2.376831e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190245 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -23768432.000000 Penalty: 6056.323242
	Iteration 33Q: 3 clusters Score -2.376843e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191248 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -23768498.000000 Penalty: 6056.323242
	Iteration 34Q: 3 clusters Score -2.37685e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192132 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -23768588.000000 Penalty: 6056.323242
	Iteration 35Q: 3 clusters Score -2.376859e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192932 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -23768708.000000 Penalty: 6056.323242
	Iteration 36Q: 3 clusters Score -2.376871e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193637 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -23768838.000000 Penalty: 6056.323242
	Iteration 37Q: 3 clusters Score -2.376884e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194233 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -23768984.000000 Penalty: 6056.323242
	Iteration 38Q: 3 clusters Score -2.376898e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194747 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -23769116.000000 Penalty: 6056.323242
	Iteration 39Q: 3 clusters Score -2.376912e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195196 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -23769212.000000 Penalty: 6056.323242
	Iteration 40F: 3 clusters Score -2.376921e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195549 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -23769318.000000 Penalty: 6056.323242
	Iteration 41Q: 3 clusters Score -2.376932e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195851 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -23769314.000000 Penalty: 6056.323242
	Iteration 42Q: 3 clusters Score -2.376931e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196124 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -23769388.000000 Penalty: 6056.323242
	Iteration 43Q: 3 clusters Score -2.376939e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196362 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -23769448.000000 Penalty: 6056.323242
	Iteration 44Q: 3 clusters Score -2.376945e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196580 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -23769492.000000 Penalty: 6056.323242
	Iteration 45Q: 3 clusters Score -2.376949e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196786 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -23769560.000000 Penalty: 6056.323242
	Iteration 46Q: 3 clusters Score -2.376956e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196967 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -23769560.000000 Penalty: 6056.323242
	Iteration 47Q: 3 clusters Score -2.376956e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197127 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -23769604.000000 Penalty: 6056.323242
	Iteration 48Q: 3 clusters Score -2.37696e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197262 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -23769578.000000 Penalty: 6056.323242
	Iteration 49Q: 3 clusters Score -2.376958e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197357 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -23769590.000000 Penalty: 6056.323242
	Iteration 50Q: 3 clusters Score -2.376959e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197431 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -23769618.000000 Penalty: 6056.323242
	Iteration 51Q: 3 clusters Score -2.376962e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197506 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -23769678.000000 Penalty: 6056.323242
	Iteration 52Q: 3 clusters Score -2.376968e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197566 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -23769692.000000 Penalty: 6056.323242
	Iteration 53Q: 3 clusters Score -2.376969e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197628 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -23769694.000000 Penalty: 6056.323242
	Iteration 54Q: 3 clusters Score -2.376969e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197678 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -23769698.000000 Penalty: 6056.323242
	Iteration 55Q: 3 clusters Score -2.37697e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197715 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -23769726.000000 Penalty: 6056.323242
	Iteration 56Q: 3 clusters Score -2.376973e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197759 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23769706.000000 Penalty: 6056.323242
	Iteration 57Q: 3 clusters Score -2.376971e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197807 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -23769678.000000 Penalty: 6056.323242
	Iteration 58Q: 3 clusters Score -2.376968e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197847 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -23769676.000000 Penalty: 6056.323242
	Iteration 59Q: 3 clusters Score -2.376968e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197887 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -23769674.000000 Penalty: 6056.323242
	Iteration 60F: 3 clusters Score -2.376967e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197913 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -23769662.000000 Penalty: 6056.323242
	Iteration 61Q: 3 clusters Score -2.376966e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197931 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -23769666.000000 Penalty: 6056.323242
	Iteration 62Q: 3 clusters Score -2.376967e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197948 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -23769696.000000 Penalty: 6056.323242
	Iteration 63Q: 3 clusters Score -2.37697e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197971 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -23769696.000000 Penalty: 6056.323242
	Iteration 64Q: 3 clusters Score -2.37697e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197994 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -23769700.000000 Penalty: 6056.323242
	Iteration 65Q: 3 clusters Score -2.37697e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198019 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -23769692.000000 Penalty: 6056.323242
	Iteration 66Q: 3 clusters Score -2.376969e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198037 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -23769694.000000 Penalty: 6056.323242
	Iteration 67Q: 3 clusters Score -2.376969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198055 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -23769678.000000 Penalty: 6056.323242
	Iteration 68Q: 3 clusters Score -2.376968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198067 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -23769676.000000 Penalty: 6056.323242
	Iteration 69Q: 3 clusters Score -2.376968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198077 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -23769656.000000 Penalty: 6056.323242
	Iteration 70Q: 3 clusters Score -2.376966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198086 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -23769662.000000 Penalty: 6056.323242
	Iteration 71Q: 3 clusters Score -2.376966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198096 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -23769666.000000 Penalty: 6056.323242
	Iteration 72Q: 3 clusters Score -2.376967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198102 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -23769688.000000 Penalty: 6056.323242
	Iteration 73Q: 3 clusters Score -2.376969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198110 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -23769682.000000 Penalty: 6056.323242
	Iteration 74Q: 3 clusters Score -2.376968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198114 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -23769682.000000 Penalty: 6056.323242
	Iteration 75Q: 3 clusters Score -2.376968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198116 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -23769696.000000 Penalty: 6056.323242
	Iteration 76Q: 3 clusters Score -2.37697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198117 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -23769692.000000 Penalty: 6056.323242
	Iteration 77Q: 3 clusters Score -2.376969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198116 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -23769694.000000 Penalty: 6056.323242
	Iteration 78Q: 3 clusters Score -2.376969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198116 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -23769692.000000 Penalty: 6056.323242
	Iteration 79Q: 3 clusters Score -2.376969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198118 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -23769700.000000 Penalty: 6056.323242
	Iteration 80F: 3 clusters Score -2.37697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198117 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -23769704.000000 Penalty: 6056.323242
	Iteration 81Q: 3 clusters Score -2.37697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198117 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -23769704.000000 Penalty: 6056.323242
	Iteration 82F: 3 clusters Score -2.37697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Entering Unmasked Estep 
Score: -381203.750000 Penalty: 2019.015015
	Iteration 0F: 2 clusters Score -381203.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -377685.343750 Penalty: 4038.030029
	Iteration 0F: 3 clusters Score -377685.3 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -378447.250000 Penalty: 4038.030029
	Iteration 1F: 3 clusters Score -378447.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -378661.250000 Penalty: 4038.030029
	Iteration 2F: 3 clusters Score -378661.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -378835.093750 Penalty: 4038.030029
	Iteration 3F: 3 clusters Score -378835.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -379009.437500 Penalty: 4038.030029
	Iteration 4F: 3 clusters Score -379009.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -379195.968750 Penalty: 4038.030029
	Iteration 5Q: 3 clusters Score -379196 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -379367.812500 Penalty: 4038.030029
	Iteration 6F: 3 clusters Score -379367.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -379503.125000 Penalty: 4038.030029
	Iteration 7Q: 3 clusters Score -379503.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -379608.625000 Penalty: 4038.030029
	Iteration 8Q: 3 clusters Score -379608.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -379689.937500 Penalty: 4038.030029
	Iteration 9Q: 3 clusters Score -379689.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -379758.281250 Penalty: 4038.030029
	Iteration 10Q: 3 clusters Score -379758.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -379821.750000 Penalty: 4038.030029
	Iteration 11Q: 3 clusters Score -379821.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -379870.437500 Penalty: 4038.030029
	Iteration 12Q: 3 clusters Score -379870.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -379908.187500 Penalty: 4038.030029
	Iteration 13Q: 3 clusters Score -379908.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -379939.343750 Penalty: 4038.030029
	Iteration 14Q: 3 clusters Score -379939.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -379959.000000 Penalty: 4038.030029
	Iteration 15Q: 3 clusters Score -379959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -379974.656250 Penalty: 4038.030029
	Iteration 16Q: 3 clusters Score -379974.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -379987.468750 Penalty: 4038.030029
	Iteration 17Q: 3 clusters Score -379987.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -379994.625000 Penalty: 4038.030029
	Iteration 18Q: 3 clusters Score -379994.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -379999.437500 Penalty: 4038.030029
	Iteration 19Q: 3 clusters Score -379999.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -380000.312500 Penalty: 4038.030029
	Iteration 20F: 3 clusters Score -380000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -380000.781250 Penalty: 4038.030029
	Iteration 21Q: 3 clusters Score -380000.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -380000.781250 Penalty: 4038.030029
	Iteration 22F: 3 clusters Score -380000.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -548713.687500 Penalty: 2112.462158
	Iteration 0F: 2 clusters Score -548713.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -544167.812500 Penalty: 4224.924316
	Iteration 0F: 3 clusters Score -544167.8 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -545355.875000 Penalty: 4224.924316
	Iteration 1F: 3 clusters Score -545355.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -545769.937500 Penalty: 4224.924316
	Iteration 2F: 3 clusters Score -545769.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -546043.687500 Penalty: 4224.924316
	Iteration 3F: 3 clusters Score -546043.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -546219.562500 Penalty: 4224.924316
	Iteration 4F: 3 clusters Score -546219.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -546362.937500 Penalty: 4224.924316
	Iteration 5Q: 3 clusters Score -546362.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -546510.875000 Penalty: 4224.924316
	Iteration 6Q: 3 clusters Score -546510.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -546651.625000 Penalty: 4224.924316
	Iteration 7Q: 3 clusters Score -546651.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -546794.312500 Penalty: 4224.924316
	Iteration 8Q: 3 clusters Score -546794.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -546924.250000 Penalty: 4224.924316
	Iteration 9Q: 3 clusters Score -546924.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -547038.562500 Penalty: 4224.924316
	Iteration 10Q: 3 clusters Score -547038.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -547134.812500 Penalty: 4224.924316
	Iteration 11Q: 3 clusters Score -547134.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -547210.250000 Penalty: 4224.924316
	Iteration 12Q: 3 clusters Score -547210.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -547273.500000 Penalty: 4224.924316
	Iteration 13Q: 3 clusters Score -547273.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -547317.875000 Penalty: 4224.924316
	Iteration 14Q: 3 clusters Score -547317.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -547351.687500 Penalty: 4224.924316
	Iteration 15Q: 3 clusters Score -547351.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -547380.187500 Penalty: 4224.924316
	Iteration 16Q: 3 clusters Score -547380.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -547401.812500 Penalty: 4224.924316
	Iteration 17Q: 3 clusters Score -547401.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -547421.500000 Penalty: 4224.924316
	Iteration 18Q: 3 clusters Score -547421.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -547434.750000 Penalty: 4224.924316
	Iteration 19Q: 3 clusters Score -547434.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -547446.687500 Penalty: 4224.924316
	Iteration 20F: 3 clusters Score -547446.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -547458.750000 Penalty: 4224.924316
	Iteration 21Q: 3 clusters Score -547458.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -547470.125000 Penalty: 4224.924316
	Iteration 22Q: 3 clusters Score -547470.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -547483.187500 Penalty: 4224.924316
	Iteration 23Q: 3 clusters Score -547483.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -547490.500000 Penalty: 4224.924316
	Iteration 24Q: 3 clusters Score -547490.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -547495.437500 Penalty: 4224.924316
	Iteration 25Q: 3 clusters Score -547495.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -547499.750000 Penalty: 4224.924316
	Iteration 26Q: 3 clusters Score -547499.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -547504.875000 Penalty: 4224.924316
	Iteration 27Q: 3 clusters Score -547504.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -547509.812500 Penalty: 4224.924316
	Iteration 28Q: 3 clusters Score -547509.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -547514.062500 Penalty: 4224.924316
	Iteration 29Q: 3 clusters Score -547514.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -547515.812500 Penalty: 4224.924316
	Iteration 30Q: 3 clusters Score -547515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -547516.000000 Penalty: 4224.924316
	Iteration 31Q: 3 clusters Score -547516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -547517.812500 Penalty: 4224.924316
	Iteration 32Q: 3 clusters Score -547517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -547517.812500 Penalty: 4224.924316
	Iteration 33F: 3 clusters Score -547517.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (151339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151339 members 
Entering Unmasked Estep 
Score: -18152750.000000 Penalty: 2957.964844
	Iteration 0F: 2 clusters Score -1.815275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 75492 members 
Entering Unmasked Estep 
Score: -18051956.000000 Penalty: 5915.929688
	Iteration 0F: 3 clusters Score -1.805196e+07 nChanged 72120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -18093772.000000 Penalty: 5915.929688
	Iteration 1F: 3 clusters Score -1.809377e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -18095032.000000 Penalty: 5915.929688
	Iteration 2Q: 3 clusters Score -1.809503e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78423 members 
Mstep: Class 2 contains 72916 members 
Entering Unmasked Estep 
Score: -18096938.000000 Penalty: 5915.929688
	Iteration 3Q: 3 clusters Score -1.809694e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 72109 members 
Entering Unmasked Estep 
Score: -18099712.000000 Penalty: 5915.929688
	Iteration 4Q: 3 clusters Score -1.809971e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 71244 members 
Entering Unmasked Estep 
Score: -18103542.000000 Penalty: 5915.929688
	Iteration 5Q: 3 clusters Score -1.810354e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
Score: -18108910.000000 Penalty: 5915.929688
	Iteration 6F: 3 clusters Score -1.810891e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80697 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -18115102.000000 Penalty: 5915.929688
	Iteration 7F: 3 clusters Score -1.81151e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -18122162.000000 Penalty: 5915.929688
	Iteration 8F: 3 clusters Score -1.812216e+07 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78178 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -18129082.000000 Penalty: 5915.929688
	Iteration 9F: 3 clusters Score -1.812908e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 75473 members 
Entering Unmasked Estep 
Score: -18134604.000000 Penalty: 5915.929688
	Iteration 10F: 3 clusters Score -1.81346e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73847 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -18137552.000000 Penalty: 5915.929688
	Iteration 11Q: 3 clusters Score -1.813755e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72300 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -18138490.000000 Penalty: 5915.929688
	Iteration 12Q: 3 clusters Score -1.813849e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -18139228.000000 Penalty: 5915.929688
	Iteration 13Q: 3 clusters Score -1.813923e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -18139690.000000 Penalty: 5915.929688
	Iteration 14Q: 3 clusters Score -1.813969e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 82612 members 
Entering Unmasked Estep 
Score: -18139998.000000 Penalty: 5915.929688
	Iteration 15Q: 3 clusters Score -1.814e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67717 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -18140268.000000 Penalty: 5915.929688
	Iteration 16Q: 3 clusters Score -1.814027e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 84677 members 
Entering Unmasked Estep 
Score: -18140462.000000 Penalty: 5915.929688
	Iteration 17Q: 3 clusters Score -1.814046e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -18140714.000000 Penalty: 5915.929688
	Iteration 18Q: 3 clusters Score -1.814071e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -18140852.000000 Penalty: 5915.929688
	Iteration 19Q: 3 clusters Score -1.814085e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 87750 members 
Entering Unmasked Estep 
Score: -18141002.000000 Penalty: 5915.929688
	Iteration 20F: 3 clusters Score -1.8141e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -18141138.000000 Penalty: 5915.929688
	Iteration 21Q: 3 clusters Score -1.814114e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -18141278.000000 Penalty: 5915.929688
	Iteration 22Q: 3 clusters Score -1.814128e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 90702 members 
Entering Unmasked Estep 
Score: -18141410.000000 Penalty: 5915.929688
	Iteration 23Q: 3 clusters Score -1.814141e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -18141548.000000 Penalty: 5915.929688
	Iteration 24Q: 3 clusters Score -1.814155e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 92694 members 
Entering Unmasked Estep 
Score: -18141630.000000 Penalty: 5915.929688
	Iteration 25Q: 3 clusters Score -1.814163e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -18141636.000000 Penalty: 5915.929688
	Iteration 26Q: 3 clusters Score -1.814164e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 94769 members 
Entering Unmasked Estep 
Score: -18141830.000000 Penalty: 5915.929688
	Iteration 27Q: 3 clusters Score -1.814183e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 95795 members 
Entering Unmasked Estep 
Score: -18142066.000000 Penalty: 5915.929688
	Iteration 28Q: 3 clusters Score -1.814207e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 96785 members 
Entering Unmasked Estep 
Score: -18142126.000000 Penalty: 5915.929688
	Iteration 29Q: 3 clusters Score -1.814213e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 97819 members 
Entering Unmasked Estep 
Score: -18142262.000000 Penalty: 5915.929688
	Iteration 30Q: 3 clusters Score -1.814226e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 98801 members 
Entering Unmasked Estep 
Score: -18142370.000000 Penalty: 5915.929688
	Iteration 31Q: 3 clusters Score -1.814237e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 99826 members 
Entering Unmasked Estep 
Score: -18142580.000000 Penalty: 5915.929688
	Iteration 32Q: 3 clusters Score -1.814258e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 100827 members 
Entering Unmasked Estep 
Score: -18142708.000000 Penalty: 5915.929688
	Iteration 33Q: 3 clusters Score -1.814271e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 101893 members 
Entering Unmasked Estep 
Score: -18142796.000000 Penalty: 5915.929688
	Iteration 34Q: 3 clusters Score -1.81428e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 102935 members 
Entering Unmasked Estep 
Score: -18142906.000000 Penalty: 5915.929688
	Iteration 35Q: 3 clusters Score -1.814291e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 104046 members 
Entering Unmasked Estep 
Score: -18143104.000000 Penalty: 5915.929688
	Iteration 36Q: 3 clusters Score -1.81431e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 105151 members 
Entering Unmasked Estep 
Score: -18143244.000000 Penalty: 5915.929688
	Iteration 37Q: 3 clusters Score -1.814324e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 106275 members 
Entering Unmasked Estep 
Score: -18143438.000000 Penalty: 5915.929688
	Iteration 38Q: 3 clusters Score -1.814344e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -18143676.000000 Penalty: 5915.929688
	Iteration 39Q: 3 clusters Score -1.814368e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 108583 members 
Entering Unmasked Estep 
Score: -18143716.000000 Penalty: 5915.929688
	Iteration 40F: 3 clusters Score -1.814372e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 109797 members 
Entering Unmasked Estep 
Score: -18143976.000000 Penalty: 5915.929688
	Iteration 41Q: 3 clusters Score -1.814398e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 110967 members 
Entering Unmasked Estep 
Score: -18144198.000000 Penalty: 5915.929688
	Iteration 42Q: 3 clusters Score -1.81442e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 112191 members 
Entering Unmasked Estep 
Score: -18144456.000000 Penalty: 5915.929688
	Iteration 43Q: 3 clusters Score -1.814446e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 113379 members 
Entering Unmasked Estep 
Score: -18144620.000000 Penalty: 5915.929688
	Iteration 44Q: 3 clusters Score -1.814462e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 114576 members 
Entering Unmasked Estep 
Score: -18144836.000000 Penalty: 5915.929688
	Iteration 45Q: 3 clusters Score -1.814484e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 115769 members 
Entering Unmasked Estep 
Score: -18145108.000000 Penalty: 5915.929688
	Iteration 46Q: 3 clusters Score -1.814511e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 116948 members 
Entering Unmasked Estep 
Score: -18145308.000000 Penalty: 5915.929688
	Iteration 47Q: 3 clusters Score -1.814531e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 118125 members 
Entering Unmasked Estep 
Score: -18145520.000000 Penalty: 5915.929688
	Iteration 48Q: 3 clusters Score -1.814552e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 119282 members 
Entering Unmasked Estep 
Score: -18145692.000000 Penalty: 5915.929688
	Iteration 49Q: 3 clusters Score -1.814569e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 120433 members 
Entering Unmasked Estep 
Score: -18145836.000000 Penalty: 5915.929688
	Iteration 50Q: 3 clusters Score -1.814584e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 121549 members 
Entering Unmasked Estep 
Score: -18145984.000000 Penalty: 5915.929688
	Iteration 51Q: 3 clusters Score -1.814598e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 122694 members 
Entering Unmasked Estep 
Score: -18146272.000000 Penalty: 5915.929688
	Iteration 52Q: 3 clusters Score -1.814627e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 123832 members 
Entering Unmasked Estep 
Score: -18146492.000000 Penalty: 5915.929688
	Iteration 53Q: 3 clusters Score -1.814649e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 124926 members 
Entering Unmasked Estep 
Score: -18146670.000000 Penalty: 5915.929688
	Iteration 54Q: 3 clusters Score -1.814667e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -18146968.000000 Penalty: 5915.929688
	Iteration 55Q: 3 clusters Score -1.814697e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 127005 members 
Entering Unmasked Estep 
Score: -18147152.000000 Penalty: 5915.929688
	Iteration 56Q: 3 clusters Score -1.814715e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 128022 members 
Entering Unmasked Estep 
Score: -18147370.000000 Penalty: 5915.929688
	Iteration 57Q: 3 clusters Score -1.814737e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 128994 members 
Entering Unmasked Estep 
Score: -18147618.000000 Penalty: 5915.929688
	Iteration 58Q: 3 clusters Score -1.814762e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 129972 members 
Entering Unmasked Estep 
Score: -18147836.000000 Penalty: 5915.929688
	Iteration 59Q: 3 clusters Score -1.814784e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 130905 members 
Entering Unmasked Estep 
Score: -18148052.000000 Penalty: 5915.929688
	Iteration 60F: 3 clusters Score -1.814805e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 131870 members 
Entering Unmasked Estep 
Score: -18148300.000000 Penalty: 5915.929688
	Iteration 61Q: 3 clusters Score -1.81483e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 132830 members 
Entering Unmasked Estep 
Score: -18148506.000000 Penalty: 5915.929688
	Iteration 62Q: 3 clusters Score -1.814851e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 133739 members 
Entering Unmasked Estep 
Score: -18148680.000000 Penalty: 5915.929688
	Iteration 63Q: 3 clusters Score -1.814868e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 134591 members 
Entering Unmasked Estep 
Score: -18148872.000000 Penalty: 5915.929688
	Iteration 64Q: 3 clusters Score -1.814887e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 135377 members 
Entering Unmasked Estep 
Score: -18149134.000000 Penalty: 5915.929688
	Iteration 65Q: 3 clusters Score -1.814913e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 136146 members 
Entering Unmasked Estep 
Score: -18149246.000000 Penalty: 5915.929688
	Iteration 66Q: 3 clusters Score -1.814925e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 136867 members 
Entering Unmasked Estep 
Score: -18149426.000000 Penalty: 5915.929688
	Iteration 67Q: 3 clusters Score -1.814943e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 137562 members 
Entering Unmasked Estep 
Score: -18149518.000000 Penalty: 5915.929688
	Iteration 68Q: 3 clusters Score -1.814952e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 138227 members 
Entering Unmasked Estep 
Score: -18149658.000000 Penalty: 5915.929688
	Iteration 69Q: 3 clusters Score -1.814966e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 138843 members 
Entering Unmasked Estep 
Score: -18149786.000000 Penalty: 5915.929688
	Iteration 70Q: 3 clusters Score -1.814979e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 139424 members 
Entering Unmasked Estep 
Score: -18149948.000000 Penalty: 5915.929688
	Iteration 71Q: 3 clusters Score -1.814995e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 139981 members 
Entering Unmasked Estep 
Score: -18150036.000000 Penalty: 5915.929688
	Iteration 72Q: 3 clusters Score -1.815004e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 140522 members 
Entering Unmasked Estep 
Score: -18150154.000000 Penalty: 5915.929688
	Iteration 73Q: 3 clusters Score -1.815015e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 141046 members 
Entering Unmasked Estep 
Score: -18150256.000000 Penalty: 5915.929688
	Iteration 74Q: 3 clusters Score -1.815026e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 141560 members 
Entering Unmasked Estep 
Score: -18150304.000000 Penalty: 5915.929688
	Iteration 75Q: 3 clusters Score -1.81503e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 142048 members 
Entering Unmasked Estep 
Score: -18150460.000000 Penalty: 5915.929688
	Iteration 76Q: 3 clusters Score -1.815046e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 142509 members 
Entering Unmasked Estep 
Score: -18150484.000000 Penalty: 5915.929688
	Iteration 77Q: 3 clusters Score -1.815048e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 142908 members 
Entering Unmasked Estep 
Score: -18150532.000000 Penalty: 5915.929688
	Iteration 78Q: 3 clusters Score -1.815053e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 143278 members 
Entering Unmasked Estep 
Score: -18150620.000000 Penalty: 5915.929688
	Iteration 79Q: 3 clusters Score -1.815062e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 143616 members 
Entering Unmasked Estep 
Score: -18150670.000000 Penalty: 5915.929688
	Iteration 80F: 3 clusters Score -1.815067e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 143923 members 
Entering Unmasked Estep 
Score: -18150750.000000 Penalty: 5915.929688
	Iteration 81Q: 3 clusters Score -1.815075e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 144221 members 
Entering Unmasked Estep 
Score: -18150750.000000 Penalty: 5915.929688
	Iteration 82Q: 3 clusters Score -1.815075e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 144504 members 
Entering Unmasked Estep 
Score: -18150794.000000 Penalty: 5915.929688
	Iteration 83Q: 3 clusters Score -1.815079e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 144767 members 
Entering Unmasked Estep 
Score: -18150842.000000 Penalty: 5915.929688
	Iteration 84Q: 3 clusters Score -1.815084e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 145012 members 
Entering Unmasked Estep 
Score: -18150846.000000 Penalty: 5915.929688
	Iteration 85Q: 3 clusters Score -1.815085e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 145251 members 
Entering Unmasked Estep 
Score: -18150900.000000 Penalty: 5915.929688
	Iteration 86Q: 3 clusters Score -1.81509e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 145481 members 
Entering Unmasked Estep 
Score: -18150944.000000 Penalty: 5915.929688
	Iteration 87Q: 3 clusters Score -1.815094e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 145701 members 
Entering Unmasked Estep 
Score: -18150908.000000 Penalty: 5915.929688
	Iteration 88Q: 3 clusters Score -1.815091e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 145901 members 
Entering Unmasked Estep 
Score: -18150940.000000 Penalty: 5915.929688
	Iteration 89Q: 3 clusters Score -1.815094e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 146085 members 
Entering Unmasked Estep 
Score: -18150936.000000 Penalty: 5915.929688
	Iteration 90Q: 3 clusters Score -1.815094e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -18150928.000000 Penalty: 5915.929688
	Iteration 91Q: 3 clusters Score -1.815093e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 146464 members 
Entering Unmasked Estep 
Score: -18150936.000000 Penalty: 5915.929688
	Iteration 92Q: 3 clusters Score -1.815094e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 146622 members 
Entering Unmasked Estep 
Score: -18150940.000000 Penalty: 5915.929688
	Iteration 93Q: 3 clusters Score -1.815094e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 146788 members 
Entering Unmasked Estep 
Score: -18150930.000000 Penalty: 5915.929688
	Iteration 94Q: 3 clusters Score -1.815093e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 146927 members 
Entering Unmasked Estep 
Score: -18150962.000000 Penalty: 5915.929688
	Iteration 95Q: 3 clusters Score -1.815096e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 147064 members 
Entering Unmasked Estep 
Score: -18150986.000000 Penalty: 5915.929688
	Iteration 96Q: 3 clusters Score -1.815099e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 147201 members 
Entering Unmasked Estep 
Score: -18151010.000000 Penalty: 5915.929688
	Iteration 97Q: 3 clusters Score -1.815101e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 147305 members 
Entering Unmasked Estep 
Score: -18151020.000000 Penalty: 5915.929688
	Iteration 98Q: 3 clusters Score -1.815102e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 147399 members 
Entering Unmasked Estep 
Score: -18151060.000000 Penalty: 5915.929688
	Iteration 99Q: 3 clusters Score -1.815106e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 147502 members 
Entering Unmasked Estep 
Score: -18151066.000000 Penalty: 5915.929688
	Iteration 100F: 3 clusters Score -1.815107e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 147604 members 
Entering Unmasked Estep 
Score: -18151064.000000 Penalty: 5915.929688
	Iteration 101Q: 3 clusters Score -1.815106e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 147689 members 
Entering Unmasked Estep 
Score: -18151084.000000 Penalty: 5915.929688
	Iteration 102Q: 3 clusters Score -1.815108e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 147766 members 
Entering Unmasked Estep 
Score: -18151064.000000 Penalty: 5915.929688
	Iteration 103Q: 3 clusters Score -1.815106e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 147851 members 
Entering Unmasked Estep 
Score: -18151086.000000 Penalty: 5915.929688
	Iteration 104Q: 3 clusters Score -1.815109e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 147940 members 
Entering Unmasked Estep 
Score: -18151082.000000 Penalty: 5915.929688
	Iteration 105Q: 3 clusters Score -1.815108e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 148030 members 
Entering Unmasked Estep 
Score: -18151100.000000 Penalty: 5915.929688
	Iteration 106Q: 3 clusters Score -1.81511e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 148127 members 
Entering Unmasked Estep 
Score: -18151102.000000 Penalty: 5915.929688
	Iteration 107Q: 3 clusters Score -1.81511e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 148202 members 
Entering Unmasked Estep 
Score: -18151110.000000 Penalty: 5915.929688
	Iteration 108Q: 3 clusters Score -1.815111e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 148276 members 
Entering Unmasked Estep 
Score: -18151124.000000 Penalty: 5915.929688
	Iteration 109Q: 3 clusters Score -1.815112e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 148351 members 
Entering Unmasked Estep 
Score: -18151148.000000 Penalty: 5915.929688
	Iteration 110Q: 3 clusters Score -1.815115e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 148429 members 
Entering Unmasked Estep 
Score: -18151132.000000 Penalty: 5915.929688
	Iteration 111Q: 3 clusters Score -1.815113e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 148494 members 
Entering Unmasked Estep 
Score: -18151138.000000 Penalty: 5915.929688
	Iteration 112Q: 3 clusters Score -1.815114e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 148551 members 
Entering Unmasked Estep 
Score: -18151122.000000 Penalty: 5915.929688
	Iteration 113Q: 3 clusters Score -1.815112e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 148624 members 
Entering Unmasked Estep 
Score: -18151150.000000 Penalty: 5915.929688
	Iteration 114Q: 3 clusters Score -1.815115e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 148692 members 
Entering Unmasked Estep 
Score: -18151178.000000 Penalty: 5915.929688
	Iteration 115Q: 3 clusters Score -1.815118e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 148762 members 
Entering Unmasked Estep 
Score: -18151184.000000 Penalty: 5915.929688
	Iteration 116Q: 3 clusters Score -1.815118e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 148827 members 
Entering Unmasked Estep 
Score: -18151184.000000 Penalty: 5915.929688
	Iteration 117Q: 3 clusters Score -1.815118e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 148890 members 
Entering Unmasked Estep 
Score: -18151176.000000 Penalty: 5915.929688
	Iteration 118Q: 3 clusters Score -1.815118e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 148941 members 
Entering Unmasked Estep 
Score: -18151202.000000 Penalty: 5915.929688
	Iteration 119Q: 3 clusters Score -1.81512e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 148993 members 
Entering Unmasked Estep 
Score: -18151200.000000 Penalty: 5915.929688
	Iteration 120F: 3 clusters Score -1.81512e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 149045 members 
Entering Unmasked Estep 
Score: -18151214.000000 Penalty: 5915.929688
	Iteration 121Q: 3 clusters Score -1.815121e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 149100 members 
Entering Unmasked Estep 
Score: -18151236.000000 Penalty: 5915.929688
	Iteration 122Q: 3 clusters Score -1.815124e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 149145 members 
Entering Unmasked Estep 
Score: -18151244.000000 Penalty: 5915.929688
	Iteration 123Q: 3 clusters Score -1.815124e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 149189 members 
Entering Unmasked Estep 
Score: -18151196.000000 Penalty: 5915.929688
	Iteration 124Q: 3 clusters Score -1.81512e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 149234 members 
Entering Unmasked Estep 
Score: -18151180.000000 Penalty: 5915.929688
	Iteration 125Q: 3 clusters Score -1.815118e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 149275 members 
Entering Unmasked Estep 
Score: -18151200.000000 Penalty: 5915.929688
	Iteration 126Q: 3 clusters Score -1.81512e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 149327 members 
Entering Unmasked Estep 
Score: -18151238.000000 Penalty: 5915.929688
	Iteration 127Q: 3 clusters Score -1.815124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 149360 members 
Entering Unmasked Estep 
Score: -18151220.000000 Penalty: 5915.929688
	Iteration 128Q: 3 clusters Score -1.815122e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 149381 members 
Entering Unmasked Estep 
Score: -18151242.000000 Penalty: 5915.929688
	Iteration 129Q: 3 clusters Score -1.815124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 149394 members 
Entering Unmasked Estep 
Score: -18151244.000000 Penalty: 5915.929688
	Iteration 130Q: 3 clusters Score -1.815124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 149410 members 
Entering Unmasked Estep 
Score: -18151260.000000 Penalty: 5915.929688
	Iteration 131Q: 3 clusters Score -1.815126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 149424 members 
Entering Unmasked Estep 
Score: -18151266.000000 Penalty: 5915.929688
	Iteration 132Q: 3 clusters Score -1.815127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 149442 members 
Entering Unmasked Estep 
Score: -18151270.000000 Penalty: 5915.929688
	Iteration 133Q: 3 clusters Score -1.815127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 149460 members 
Entering Unmasked Estep 
Score: -18151252.000000 Penalty: 5915.929688
	Iteration 134Q: 3 clusters Score -1.815125e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 149478 members 
Entering Unmasked Estep 
Score: -18151272.000000 Penalty: 5915.929688
	Iteration 135Q: 3 clusters Score -1.815127e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 149489 members 
Entering Unmasked Estep 
Score: -18151266.000000 Penalty: 5915.929688
	Iteration 136Q: 3 clusters Score -1.815127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 149505 members 
Entering Unmasked Estep 
Score: -18151268.000000 Penalty: 5915.929688
	Iteration 137Q: 3 clusters Score -1.815127e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 149519 members 
Entering Unmasked Estep 
Score: -18151278.000000 Penalty: 5915.929688
	Iteration 138Q: 3 clusters Score -1.815128e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 149536 members 
Entering Unmasked Estep 
Score: -18151268.000000 Penalty: 5915.929688
	Iteration 139Q: 3 clusters Score -1.815127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 149550 members 
Entering Unmasked Estep 
Score: -18151284.000000 Penalty: 5915.929688
	Iteration 140F: 3 clusters Score -1.815128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 149565 members 
Entering Unmasked Estep 
Score: -18151292.000000 Penalty: 5915.929688
	Iteration 141Q: 3 clusters Score -1.815129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 149587 members 
Entering Unmasked Estep 
Score: -18151284.000000 Penalty: 5915.929688
	Iteration 142Q: 3 clusters Score -1.815128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 149603 members 
Entering Unmasked Estep 
Score: -18151272.000000 Penalty: 5915.929688
	Iteration 143Q: 3 clusters Score -1.815127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 149618 members 
Entering Unmasked Estep 
Score: -18151266.000000 Penalty: 5915.929688
	Iteration 144Q: 3 clusters Score -1.815127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 149626 members 
Entering Unmasked Estep 
Score: -18151268.000000 Penalty: 5915.929688
	Iteration 145Q: 3 clusters Score -1.815127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 149630 members 
Entering Unmasked Estep 
Score: -18151278.000000 Penalty: 5915.929688
	Iteration 146Q: 3 clusters Score -1.815128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 149633 members 
Entering Unmasked Estep 
Score: -18151280.000000 Penalty: 5915.929688
	Iteration 147Q: 3 clusters Score -1.815128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 149636 members 
Entering Unmasked Estep 
Score: -18151292.000000 Penalty: 5915.929688
	Iteration 148Q: 3 clusters Score -1.815129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 149637 members 
Entering Unmasked Estep 
Score: -18151294.000000 Penalty: 5915.929688
	Iteration 149Q: 3 clusters Score -1.815129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 149638 members 
Entering Unmasked Estep 
Score: -18151296.000000 Penalty: 5915.929688
	Iteration 150Q: 3 clusters Score -1.81513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 149640 members 
Entering Unmasked Estep 
Score: -18151306.000000 Penalty: 5915.929688
	Iteration 151Q: 3 clusters Score -1.815131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 149645 members 
Entering Unmasked Estep 
Score: -18151286.000000 Penalty: 5915.929688
	Iteration 152Q: 3 clusters Score -1.815129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 149649 members 
Entering Unmasked Estep 
Score: -18151286.000000 Penalty: 5915.929688
	Iteration 153Q: 3 clusters Score -1.815129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 149649 members 
Entering Unmasked Estep 
Score: -18151286.000000 Penalty: 5915.929688
	Iteration 154F: 3 clusters Score -1.815129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Entering Unmasked Estep 
Score: -985191.000000 Penalty: 2262.864990
	Iteration 0F: 2 clusters Score -985191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -978017.625000 Penalty: 4525.729980
	Iteration 0F: 3 clusters Score -978017.6 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -980266.437500 Penalty: 4525.729980
	Iteration 1F: 3 clusters Score -980266.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -980827.250000 Penalty: 4525.729980
	Iteration 2F: 3 clusters Score -980827.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -981317.750000 Penalty: 4525.729980
	Iteration 3F: 3 clusters Score -981317.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -981675.187500 Penalty: 4525.729980
	Iteration 4F: 3 clusters Score -981675.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -981984.687500 Penalty: 4525.729980
	Iteration 5F: 3 clusters Score -981984.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -982232.437500 Penalty: 4525.729980
	Iteration 6Q: 3 clusters Score -982232.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -982442.375000 Penalty: 4525.729980
	Iteration 7Q: 3 clusters Score -982442.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -982602.062500 Penalty: 4525.729980
	Iteration 8Q: 3 clusters Score -982602.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -982738.875000 Penalty: 4525.729980
	Iteration 9Q: 3 clusters Score -982738.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -982866.500000 Penalty: 4525.729980
	Iteration 10Q: 3 clusters Score -982866.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -983003.812500 Penalty: 4525.729980
	Iteration 11Q: 3 clusters Score -983003.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -983146.937500 Penalty: 4525.729980
	Iteration 12Q: 3 clusters Score -983146.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -983263.000000 Penalty: 4525.729980
	Iteration 13Q: 3 clusters Score -983263 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -983370.250000 Penalty: 4525.729980
	Iteration 14Q: 3 clusters Score -983370.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -983449.812500 Penalty: 4525.729980
	Iteration 15Q: 3 clusters Score -983449.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -983531.312500 Penalty: 4525.729980
	Iteration 16Q: 3 clusters Score -983531.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -983606.437500 Penalty: 4525.729980
	Iteration 17Q: 3 clusters Score -983606.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -983672.500000 Penalty: 4525.729980
	Iteration 18Q: 3 clusters Score -983672.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -983733.250000 Penalty: 4525.729980
	Iteration 19Q: 3 clusters Score -983733.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -983802.562500 Penalty: 4525.729980
	Iteration 20F: 3 clusters Score -983802.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -983857.062500 Penalty: 4525.729980
	Iteration 21Q: 3 clusters Score -983857.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -983897.875000 Penalty: 4525.729980
	Iteration 22Q: 3 clusters Score -983897.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -983925.625000 Penalty: 4525.729980
	Iteration 23Q: 3 clusters Score -983925.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -983950.750000 Penalty: 4525.729980
	Iteration 24Q: 3 clusters Score -983950.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -983967.250000 Penalty: 4525.729980
	Iteration 25Q: 3 clusters Score -983967.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -983979.125000 Penalty: 4525.729980
	Iteration 26Q: 3 clusters Score -983979.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -983993.687500 Penalty: 4525.729980
	Iteration 27Q: 3 clusters Score -983993.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -984003.250000 Penalty: 4525.729980
	Iteration 28Q: 3 clusters Score -984003.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -984012.187500 Penalty: 4525.729980
	Iteration 29Q: 3 clusters Score -984012.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -984024.812500 Penalty: 4525.729980
	Iteration 30Q: 3 clusters Score -984024.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -984039.437500 Penalty: 4525.729980
	Iteration 31Q: 3 clusters Score -984039.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -984054.375000 Penalty: 4525.729980
	Iteration 32Q: 3 clusters Score -984054.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -984071.750000 Penalty: 4525.729980
	Iteration 33Q: 3 clusters Score -984071.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -984093.250000 Penalty: 4525.729980
	Iteration 34Q: 3 clusters Score -984093.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -984112.375000 Penalty: 4525.729980
	Iteration 35Q: 3 clusters Score -984112.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -984121.875000 Penalty: 4525.729980
	Iteration 36Q: 3 clusters Score -984121.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -984126.125000 Penalty: 4525.729980
	Iteration 37Q: 3 clusters Score -984126.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -984137.437500 Penalty: 4525.729980
	Iteration 38Q: 3 clusters Score -984137.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -984143.312500 Penalty: 4525.729980
	Iteration 39Q: 3 clusters Score -984143.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -984153.812500 Penalty: 4525.729980
	Iteration 40F: 3 clusters Score -984153.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -984161.312500 Penalty: 4525.729980
	Iteration 41Q: 3 clusters Score -984161.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -984170.125000 Penalty: 4525.729980
	Iteration 42Q: 3 clusters Score -984170.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -984177.437500 Penalty: 4525.729980
	Iteration 43Q: 3 clusters Score -984177.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -984186.000000 Penalty: 4525.729980
	Iteration 44Q: 3 clusters Score -984186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -984196.875000 Penalty: 4525.729980
	Iteration 45Q: 3 clusters Score -984196.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -984207.937500 Penalty: 4525.729980
	Iteration 46Q: 3 clusters Score -984207.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -984217.625000 Penalty: 4525.729980
	Iteration 47Q: 3 clusters Score -984217.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -984224.375000 Penalty: 4525.729980
	Iteration 48Q: 3 clusters Score -984224.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -984230.437500 Penalty: 4525.729980
	Iteration 49Q: 3 clusters Score -984230.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -984238.750000 Penalty: 4525.729980
	Iteration 50Q: 3 clusters Score -984238.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -984243.000000 Penalty: 4525.729980
	Iteration 51Q: 3 clusters Score -984243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -984253.125000 Penalty: 4525.729980
	Iteration 52Q: 3 clusters Score -984253.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -984259.062500 Penalty: 4525.729980
	Iteration 53Q: 3 clusters Score -984259.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -984264.687500 Penalty: 4525.729980
	Iteration 54Q: 3 clusters Score -984264.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -984268.750000 Penalty: 4525.729980
	Iteration 55Q: 3 clusters Score -984268.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -984269.687500 Penalty: 4525.729980
	Iteration 56Q: 3 clusters Score -984269.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -984271.437500 Penalty: 4525.729980
	Iteration 57Q: 3 clusters Score -984271.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -984274.625000 Penalty: 4525.729980
	Iteration 58Q: 3 clusters Score -984274.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -984275.500000 Penalty: 4525.729980
	Iteration 59Q: 3 clusters Score -984275.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -984278.937500 Penalty: 4525.729980
	Iteration 60F: 3 clusters Score -984278.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -984282.937500 Penalty: 4525.729980
	Iteration 61Q: 3 clusters Score -984282.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -984283.625000 Penalty: 4525.729980
	Iteration 62Q: 3 clusters Score -984283.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -984284.062500 Penalty: 4525.729980
	Iteration 63Q: 3 clusters Score -984284.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -984286.187500 Penalty: 4525.729980
	Iteration 64Q: 3 clusters Score -984286.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -984290.125000 Penalty: 4525.729980
	Iteration 65Q: 3 clusters Score -984290.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -984291.312500 Penalty: 4525.729980
	Iteration 66Q: 3 clusters Score -984291.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -984296.625000 Penalty: 4525.729980
	Iteration 67Q: 3 clusters Score -984296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -984294.812500 Penalty: 4525.729980
	Iteration 68Q: 3 clusters Score -984294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -984298.687500 Penalty: 4525.729980
	Iteration 69Q: 3 clusters Score -984298.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -984296.875000 Penalty: 4525.729980
	Iteration 70Q: 3 clusters Score -984296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -984297.875000 Penalty: 4525.729980
	Iteration 71Q: 3 clusters Score -984297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -984297.875000 Penalty: 4525.729980
	Iteration 72Q: 3 clusters Score -984297.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -984299.687500 Penalty: 4525.729980
	Iteration 73Q: 3 clusters Score -984299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -984297.312500 Penalty: 4525.729980
	Iteration 74Q: 3 clusters Score -984297.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -984299.125000 Penalty: 4525.729980
	Iteration 75Q: 3 clusters Score -984299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -984301.812500 Penalty: 4525.729980
	Iteration 76Q: 3 clusters Score -984301.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -984301.937500 Penalty: 4525.729980
	Iteration 77Q: 3 clusters Score -984301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -984301.812500 Penalty: 4525.729980
	Iteration 78Q: 3 clusters Score -984301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -984303.250000 Penalty: 4525.729980
	Iteration 79Q: 3 clusters Score -984303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -984302.750000 Penalty: 4525.729980
	Iteration 80F: 3 clusters Score -984302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -984302.687500 Penalty: 4525.729980
	Iteration 81Q: 3 clusters Score -984302.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -984301.937500 Penalty: 4525.729980
	Iteration 82Q: 3 clusters Score -984301.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -984301.687500 Penalty: 4525.729980
	Iteration 83Q: 3 clusters Score -984301.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -984306.812500 Penalty: 4525.729980
	Iteration 84Q: 3 clusters Score -984306.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -984309.750000 Penalty: 4525.729980
	Iteration 85Q: 3 clusters Score -984309.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -984309.437500 Penalty: 4525.729980
	Iteration 86Q: 3 clusters Score -984309.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -984308.812500 Penalty: 4525.729980
	Iteration 87Q: 3 clusters Score -984308.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -984309.125000 Penalty: 4525.729980
	Iteration 88Q: 3 clusters Score -984309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -984309.500000 Penalty: 4525.729980
	Iteration 89Q: 3 clusters Score -984309.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -984308.187500 Penalty: 4525.729980
	Iteration 90Q: 3 clusters Score -984308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -984308.187500 Penalty: 4525.729980
	Iteration 91Q: 3 clusters Score -984308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -984309.875000 Penalty: 4525.729980
	Iteration 92Q: 3 clusters Score -984309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -984309.875000 Penalty: 4525.729980
	Iteration 93F: 3 clusters Score -984309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -498999.406250 Penalty: 2073.413818
	Iteration 0F: 2 clusters Score -498999.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -494931.562500 Penalty: 4146.827637
	Iteration 0F: 3 clusters Score -494931.6 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -495824.781250 Penalty: 4146.827637
	Iteration 1F: 3 clusters Score -495824.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -496043.000000 Penalty: 4146.827637
	Iteration 2F: 3 clusters Score -496043 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -496214.250000 Penalty: 4146.827637
	Iteration 3F: 3 clusters Score -496214.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -496313.812500 Penalty: 4146.827637
	Iteration 4Q: 3 clusters Score -496313.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -496394.500000 Penalty: 4146.827637
	Iteration 5Q: 3 clusters Score -496394.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -496468.187500 Penalty: 4146.827637
	Iteration 6Q: 3 clusters Score -496468.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -496528.750000 Penalty: 4146.827637
	Iteration 7Q: 3 clusters Score -496528.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -496595.156250 Penalty: 4146.827637
	Iteration 8Q: 3 clusters Score -496595.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -496646.281250 Penalty: 4146.827637
	Iteration 9Q: 3 clusters Score -496646.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -496686.281250 Penalty: 4146.827637
	Iteration 10Q: 3 clusters Score -496686.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -496732.562500 Penalty: 4146.827637
	Iteration 11Q: 3 clusters Score -496732.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -496777.781250 Penalty: 4146.827637
	Iteration 12Q: 3 clusters Score -496777.8 nChanged 76
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: -496815.093750 Penalty: 4146.827637
	Iteration 13Q: 3 clusters Score -496815.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -496849.718750 Penalty: 4146.827637
	Iteration 14Q: 3 clusters Score -496849.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -496893.656250 Penalty: 4146.827637
	Iteration 15Q: 3 clusters Score -496893.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -496943.093750 Penalty: 4146.827637
	Iteration 16Q: 3 clusters Score -496943.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -496987.406250 Penalty: 4146.827637
	Iteration 17Q: 3 clusters Score -496987.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -497021.375000 Penalty: 4146.827637
	Iteration 18Q: 3 clusters Score -497021.4 nChanged 58
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: -497057.500000 Penalty: 4146.827637
	Iteration 19Q: 3 clusters Score -497057.5 nChanged 48
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: -497088.156250 Penalty: 4146.827637
	Iteration 20F: 3 clusters Score -497088.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -497125.343750 Penalty: 4146.827637
	Iteration 21Q: 3 clusters Score -497125.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -497155.781250 Penalty: 4146.827637
	Iteration 22Q: 3 clusters Score -497155.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -497189.218750 Penalty: 4146.827637
	Iteration 23Q: 3 clusters Score -497189.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -497209.312500 Penalty: 4146.827637
	Iteration 24Q: 3 clusters Score -497209.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -497226.875000 Penalty: 4146.827637
	Iteration 25Q: 3 clusters Score -497226.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -497240.656250 Penalty: 4146.827637
	Iteration 26Q: 3 clusters Score -497240.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -497250.468750 Penalty: 4146.827637
	Iteration 27Q: 3 clusters Score -497250.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -497259.406250 Penalty: 4146.827637
	Iteration 28Q: 3 clusters Score -497259.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -497271.593750 Penalty: 4146.827637
	Iteration 29Q: 3 clusters Score -497271.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -497287.500000 Penalty: 4146.827637
	Iteration 30Q: 3 clusters Score -497287.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -497299.656250 Penalty: 4146.827637
	Iteration 31Q: 3 clusters Score -497299.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -497305.468750 Penalty: 4146.827637
	Iteration 32Q: 3 clusters Score -497305.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -497314.312500 Penalty: 4146.827637
	Iteration 33Q: 3 clusters Score -497314.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -497325.750000 Penalty: 4146.827637
	Iteration 34Q: 3 clusters Score -497325.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -497338.000000 Penalty: 4146.827637
	Iteration 35Q: 3 clusters Score -497338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -497357.562500 Penalty: 4146.827637
	Iteration 36Q: 3 clusters Score -497357.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -497372.031250 Penalty: 4146.827637
	Iteration 37Q: 3 clusters Score -497372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -497380.718750 Penalty: 4146.827637
	Iteration 38Q: 3 clusters Score -497380.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -497386.812500 Penalty: 4146.827637
	Iteration 39Q: 3 clusters Score -497386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -497390.812500 Penalty: 4146.827637
	Iteration 40F: 3 clusters Score -497390.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -497395.437500 Penalty: 4146.827637
	Iteration 41Q: 3 clusters Score -497395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -497398.343750 Penalty: 4146.827637
	Iteration 42Q: 3 clusters Score -497398.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -497399.875000 Penalty: 4146.827637
	Iteration 43Q: 3 clusters Score -497399.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -497401.656250 Penalty: 4146.827637
	Iteration 44Q: 3 clusters Score -497401.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -497402.562500 Penalty: 4146.827637
	Iteration 45Q: 3 clusters Score -497402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -497405.125000 Penalty: 4146.827637
	Iteration 46Q: 3 clusters Score -497405.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -497407.031250 Penalty: 4146.827637
	Iteration 47Q: 3 clusters Score -497407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -497412.468750 Penalty: 4146.827637
	Iteration 48Q: 3 clusters Score -497412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -497415.593750 Penalty: 4146.827637
	Iteration 49Q: 3 clusters Score -497415.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -497417.156250 Penalty: 4146.827637
	Iteration 50Q: 3 clusters Score -497417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -497420.593750 Penalty: 4146.827637
	Iteration 51Q: 3 clusters Score -497420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -497421.437500 Penalty: 4146.827637
	Iteration 52Q: 3 clusters Score -497421.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -497425.312500 Penalty: 4146.827637
	Iteration 53Q: 3 clusters Score -497425.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -497430.437500 Penalty: 4146.827637
	Iteration 54Q: 3 clusters Score -497430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -497434.968750 Penalty: 4146.827637
	Iteration 55Q: 3 clusters Score -497435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -497437.437500 Penalty: 4146.827637
	Iteration 56Q: 3 clusters Score -497437.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -497437.437500 Penalty: 4146.827637
	Iteration 57F: 3 clusters Score -497437.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (159565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159565 members 
Entering Unmasked Estep 
Score: -19015826.000000 Penalty: 2971.091309
	Iteration 0F: 2 clusters Score -1.901583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79680 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -18909962.000000 Penalty: 5942.182617
	Iteration 0F: 3 clusters Score -1.890996e+07 nChanged 76235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 81146 members 
Entering Unmasked Estep 
Score: -18954952.000000 Penalty: 5942.182617
	Iteration 1F: 3 clusters Score -1.895495e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -18956324.000000 Penalty: 5942.182617
	Iteration 2Q: 3 clusters Score -1.895632e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 82343 members 
Entering Unmasked Estep 
Score: -18958430.000000 Penalty: 5942.182617
	Iteration 3Q: 3 clusters Score -1.895843e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -18961338.000000 Penalty: 5942.182617
	Iteration 4Q: 3 clusters Score -1.896134e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 84146 members 
Entering Unmasked Estep 
Score: -18964892.000000 Penalty: 5942.182617
	Iteration 5Q: 3 clusters Score -1.896489e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -18969224.000000 Penalty: 5942.182617
	Iteration 6F: 3 clusters Score -1.896922e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 85783 members 
Entering Unmasked Estep 
Score: -18973918.000000 Penalty: 5942.182617
	Iteration 7F: 3 clusters Score -1.897392e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73282 members 
Mstep: Class 2 contains 86283 members 
Entering Unmasked Estep 
Score: -18979268.000000 Penalty: 5942.182617
	Iteration 8F: 3 clusters Score -1.897927e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 86487 members 
Entering Unmasked Estep 
Score: -18984450.000000 Penalty: 5942.182617
	Iteration 9F: 3 clusters Score -1.898445e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
Score: -18988262.000000 Penalty: 5942.182617
	Iteration 10Q: 3 clusters Score -1.898826e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 86423 members 
Entering Unmasked Estep 
Score: -18990358.000000 Penalty: 5942.182617
	Iteration 11Q: 3 clusters Score -1.899036e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -18991394.000000 Penalty: 5942.182617
	Iteration 12Q: 3 clusters Score -1.899139e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 86222 members 
Entering Unmasked Estep 
Score: -18992008.000000 Penalty: 5942.182617
	Iteration 13Q: 3 clusters Score -1.899201e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -18992464.000000 Penalty: 5942.182617
	Iteration 14Q: 3 clusters Score -1.899246e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -18993004.000000 Penalty: 5942.182617
	Iteration 15Q: 3 clusters Score -1.8993e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 85581 members 
Entering Unmasked Estep 
Score: -18993412.000000 Penalty: 5942.182617
	Iteration 16Q: 3 clusters Score -1.899341e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 85357 members 
Entering Unmasked Estep 
Score: -18993668.000000 Penalty: 5942.182617
	Iteration 17Q: 3 clusters Score -1.899367e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -18993956.000000 Penalty: 5942.182617
	Iteration 18Q: 3 clusters Score -1.899396e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Mstep: Class 2 contains 84876 members 
Entering Unmasked Estep 
Score: -18994276.000000 Penalty: 5942.182617
	Iteration 19Q: 3 clusters Score -1.899428e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -18994666.000000 Penalty: 5942.182617
	Iteration 20F: 3 clusters Score -1.899467e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 84362 members 
Entering Unmasked Estep 
Score: -18994824.000000 Penalty: 5942.182617
	Iteration 21Q: 3 clusters Score -1.899482e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 84072 members 
Entering Unmasked Estep 
Score: -18995100.000000 Penalty: 5942.182617
	Iteration 22Q: 3 clusters Score -1.89951e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 83713 members 
Entering Unmasked Estep 
Score: -18995304.000000 Penalty: 5942.182617
	Iteration 23Q: 3 clusters Score -1.89953e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 83361 members 
Entering Unmasked Estep 
Score: -18995466.000000 Penalty: 5942.182617
	Iteration 24Q: 3 clusters Score -1.899547e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 83000 members 
Entering Unmasked Estep 
Score: -18995584.000000 Penalty: 5942.182617
	Iteration 25Q: 3 clusters Score -1.899558e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 82665 members 
Entering Unmasked Estep 
Score: -18995866.000000 Penalty: 5942.182617
	Iteration 26Q: 3 clusters Score -1.899587e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77298 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -18996038.000000 Penalty: 5942.182617
	Iteration 27Q: 3 clusters Score -1.899604e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 81867 members 
Entering Unmasked Estep 
Score: -18996088.000000 Penalty: 5942.182617
	Iteration 28Q: 3 clusters Score -1.899609e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78112 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -18996258.000000 Penalty: 5942.182617
	Iteration 29Q: 3 clusters Score -1.899626e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78534 members 
Mstep: Class 2 contains 81031 members 
Entering Unmasked Estep 
Score: -18996344.000000 Penalty: 5942.182617
	Iteration 30Q: 3 clusters Score -1.899634e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79061 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -18996412.000000 Penalty: 5942.182617
	Iteration 31Q: 3 clusters Score -1.899641e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79622 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -18996506.000000 Penalty: 5942.182617
	Iteration 32Q: 3 clusters Score -1.899651e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 79334 members 
Entering Unmasked Estep 
Score: -18996756.000000 Penalty: 5942.182617
	Iteration 33Q: 3 clusters Score -1.899676e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 78614 members 
Entering Unmasked Estep 
Score: -18996970.000000 Penalty: 5942.182617
	Iteration 34Q: 3 clusters Score -1.899697e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81662 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -18997148.000000 Penalty: 5942.182617
	Iteration 35Q: 3 clusters Score -1.899715e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82451 members 
Mstep: Class 2 contains 77114 members 
Entering Unmasked Estep 
Score: -18997290.000000 Penalty: 5942.182617
	Iteration 36Q: 3 clusters Score -1.899729e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -18997478.000000 Penalty: 5942.182617
	Iteration 37Q: 3 clusters Score -1.899748e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -18997646.000000 Penalty: 5942.182617
	Iteration 38Q: 3 clusters Score -1.899765e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84844 members 
Mstep: Class 2 contains 74721 members 
Entering Unmasked Estep 
Score: -18997920.000000 Penalty: 5942.182617
	Iteration 39Q: 3 clusters Score -1.899792e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -18997996.000000 Penalty: 5942.182617
	Iteration 40F: 3 clusters Score -1.8998e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86506 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -18998162.000000 Penalty: 5942.182617
	Iteration 41Q: 3 clusters Score -1.899816e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87301 members 
Mstep: Class 2 contains 72264 members 
Entering Unmasked Estep 
Score: -18998308.000000 Penalty: 5942.182617
	Iteration 42Q: 3 clusters Score -1.899831e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88087 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -18998394.000000 Penalty: 5942.182617
	Iteration 43Q: 3 clusters Score -1.899839e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -18998476.000000 Penalty: 5942.182617
	Iteration 44Q: 3 clusters Score -1.899848e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89673 members 
Mstep: Class 2 contains 69892 members 
Entering Unmasked Estep 
Score: -18998578.000000 Penalty: 5942.182617
	Iteration 45Q: 3 clusters Score -1.899858e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -18998666.000000 Penalty: 5942.182617
	Iteration 46Q: 3 clusters Score -1.899867e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91296 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -18998824.000000 Penalty: 5942.182617
	Iteration 47Q: 3 clusters Score -1.899882e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92098 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -18998904.000000 Penalty: 5942.182617
	Iteration 48Q: 3 clusters Score -1.89989e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -18999006.000000 Penalty: 5942.182617
	Iteration 49Q: 3 clusters Score -1.899901e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93736 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -18999124.000000 Penalty: 5942.182617
	Iteration 50Q: 3 clusters Score -1.899912e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -18999168.000000 Penalty: 5942.182617
	Iteration 51Q: 3 clusters Score -1.899917e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95495 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -18999268.000000 Penalty: 5942.182617
	Iteration 52Q: 3 clusters Score -1.899927e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96375 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -18999400.000000 Penalty: 5942.182617
	Iteration 53Q: 3 clusters Score -1.89994e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -18999456.000000 Penalty: 5942.182617
	Iteration 54Q: 3 clusters Score -1.899946e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98185 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
Score: -18999600.000000 Penalty: 5942.182617
	Iteration 55Q: 3 clusters Score -1.89996e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -18999726.000000 Penalty: 5942.182617
	Iteration 56Q: 3 clusters Score -1.899973e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100051 members 
Mstep: Class 2 contains 59514 members 
Entering Unmasked Estep 
Score: -18999876.000000 Penalty: 5942.182617
	Iteration 57Q: 3 clusters Score -1.899988e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101044 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -18999960.000000 Penalty: 5942.182617
	Iteration 58Q: 3 clusters Score -1.899996e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102069 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -19000034.000000 Penalty: 5942.182617
	Iteration 59Q: 3 clusters Score -1.900003e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -19000168.000000 Penalty: 5942.182617
	Iteration 60F: 3 clusters Score -1.900017e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -19000276.000000 Penalty: 5942.182617
	Iteration 61Q: 3 clusters Score -1.900028e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -19000428.000000 Penalty: 5942.182617
	Iteration 62Q: 3 clusters Score -1.900043e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -19000570.000000 Penalty: 5942.182617
	Iteration 63Q: 3 clusters Score -1.900057e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107581 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -19000808.000000 Penalty: 5942.182617
	Iteration 64Q: 3 clusters Score -1.900081e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108719 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -19001090.000000 Penalty: 5942.182617
	Iteration 65Q: 3 clusters Score -1.900109e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109886 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -19001278.000000 Penalty: 5942.182617
	Iteration 66Q: 3 clusters Score -1.900128e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111041 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -19001414.000000 Penalty: 5942.182617
	Iteration 67Q: 3 clusters Score -1.900141e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112240 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -19001544.000000 Penalty: 5942.182617
	Iteration 68Q: 3 clusters Score -1.900154e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113473 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -19001782.000000 Penalty: 5942.182617
	Iteration 69Q: 3 clusters Score -1.900178e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114801 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -19002010.000000 Penalty: 5942.182617
	Iteration 70Q: 3 clusters Score -1.900201e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116128 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -19002360.000000 Penalty: 5942.182617
	Iteration 71Q: 3 clusters Score -1.900236e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117480 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -19002600.000000 Penalty: 5942.182617
	Iteration 72Q: 3 clusters Score -1.90026e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118882 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -19002960.000000 Penalty: 5942.182617
	Iteration 73Q: 3 clusters Score -1.900296e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -19003238.000000 Penalty: 5942.182617
	Iteration 74Q: 3 clusters Score -1.900324e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121830 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -19003546.000000 Penalty: 5942.182617
	Iteration 75Q: 3 clusters Score -1.900355e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123375 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -19003978.000000 Penalty: 5942.182617
	Iteration 76Q: 3 clusters Score -1.900398e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124873 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -19004444.000000 Penalty: 5942.182617
	Iteration 77Q: 3 clusters Score -1.900444e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126308 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -19004724.000000 Penalty: 5942.182617
	Iteration 78Q: 3 clusters Score -1.900472e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127752 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -19005102.000000 Penalty: 5942.182617
	Iteration 79Q: 3 clusters Score -1.90051e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129188 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -19005424.000000 Penalty: 5942.182617
	Iteration 80F: 3 clusters Score -1.900542e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130594 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -19005754.000000 Penalty: 5942.182617
	Iteration 81Q: 3 clusters Score -1.900575e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131929 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -19006080.000000 Penalty: 5942.182617
	Iteration 82Q: 3 clusters Score -1.900608e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133233 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -19006500.000000 Penalty: 5942.182617
	Iteration 83Q: 3 clusters Score -1.90065e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134557 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -19006922.000000 Penalty: 5942.182617
	Iteration 84Q: 3 clusters Score -1.900692e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135865 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -19007344.000000 Penalty: 5942.182617
	Iteration 85Q: 3 clusters Score -1.900734e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137111 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -19007760.000000 Penalty: 5942.182617
	Iteration 86Q: 3 clusters Score -1.900776e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138321 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -19008040.000000 Penalty: 5942.182617
	Iteration 87Q: 3 clusters Score -1.900804e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139470 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -19008262.000000 Penalty: 5942.182617
	Iteration 88Q: 3 clusters Score -1.900826e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140574 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -19008534.000000 Penalty: 5942.182617
	Iteration 89Q: 3 clusters Score -1.900853e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141658 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -19008836.000000 Penalty: 5942.182617
	Iteration 90Q: 3 clusters Score -1.900884e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142771 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -19009268.000000 Penalty: 5942.182617
	Iteration 91Q: 3 clusters Score -1.900927e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143879 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -19009590.000000 Penalty: 5942.182617
	Iteration 92Q: 3 clusters Score -1.900959e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144978 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -19009990.000000 Penalty: 5942.182617
	Iteration 93Q: 3 clusters Score -1.900999e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146012 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -19010312.000000 Penalty: 5942.182617
	Iteration 94Q: 3 clusters Score -1.901031e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147040 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -19010526.000000 Penalty: 5942.182617
	Iteration 95Q: 3 clusters Score -1.901053e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147978 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -19010826.000000 Penalty: 5942.182617
	Iteration 96Q: 3 clusters Score -1.901083e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148869 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -19010994.000000 Penalty: 5942.182617
	Iteration 97Q: 3 clusters Score -1.901099e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149702 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -19011202.000000 Penalty: 5942.182617
	Iteration 98Q: 3 clusters Score -1.90112e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150426 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -19011352.000000 Penalty: 5942.182617
	Iteration 99Q: 3 clusters Score -1.901135e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151096 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -19011516.000000 Penalty: 5942.182617
	Iteration 100F: 3 clusters Score -1.901152e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151677 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -19011726.000000 Penalty: 5942.182617
	Iteration 101Q: 3 clusters Score -1.901173e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152213 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -19011850.000000 Penalty: 5942.182617
	Iteration 102Q: 3 clusters Score -1.901185e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152728 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -19011954.000000 Penalty: 5942.182617
	Iteration 103Q: 3 clusters Score -1.901195e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153196 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -19012022.000000 Penalty: 5942.182617
	Iteration 104Q: 3 clusters Score -1.901202e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153622 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -19012108.000000 Penalty: 5942.182617
	Iteration 105Q: 3 clusters Score -1.901211e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154019 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -19012172.000000 Penalty: 5942.182617
	Iteration 106Q: 3 clusters Score -1.901217e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154375 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -19012252.000000 Penalty: 5942.182617
	Iteration 107Q: 3 clusters Score -1.901225e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154707 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -19012322.000000 Penalty: 5942.182617
	Iteration 108Q: 3 clusters Score -1.901232e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -19012440.000000 Penalty: 5942.182617
	Iteration 109Q: 3 clusters Score -1.901244e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155266 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -19012498.000000 Penalty: 5942.182617
	Iteration 110Q: 3 clusters Score -1.90125e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155518 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -19012590.000000 Penalty: 5942.182617
	Iteration 111Q: 3 clusters Score -1.901259e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155757 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -19012648.000000 Penalty: 5942.182617
	Iteration 112Q: 3 clusters Score -1.901265e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155994 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -19012610.000000 Penalty: 5942.182617
	Iteration 113Q: 3 clusters Score -1.901261e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156202 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -19012644.000000 Penalty: 5942.182617
	Iteration 114Q: 3 clusters Score -1.901264e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156418 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -19012704.000000 Penalty: 5942.182617
	Iteration 115Q: 3 clusters Score -1.90127e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156617 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -19012720.000000 Penalty: 5942.182617
	Iteration 116Q: 3 clusters Score -1.901272e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156801 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -19012770.000000 Penalty: 5942.182617
	Iteration 117Q: 3 clusters Score -1.901277e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156969 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -19012830.000000 Penalty: 5942.182617
	Iteration 118Q: 3 clusters Score -1.901283e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157134 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -19012846.000000 Penalty: 5942.182617
	Iteration 119Q: 3 clusters Score -1.901285e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157294 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -19012946.000000 Penalty: 5942.182617
	Iteration 120F: 3 clusters Score -1.901295e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157447 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -19013078.000000 Penalty: 5942.182617
	Iteration 121Q: 3 clusters Score -1.901308e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157592 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -19013110.000000 Penalty: 5942.182617
	Iteration 122Q: 3 clusters Score -1.901311e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157716 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -19013134.000000 Penalty: 5942.182617
	Iteration 123Q: 3 clusters Score -1.901313e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157822 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -19013194.000000 Penalty: 5942.182617
	Iteration 124Q: 3 clusters Score -1.901319e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157922 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -19013208.000000 Penalty: 5942.182617
	Iteration 125Q: 3 clusters Score -1.901321e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19013218.000000 Penalty: 5942.182617
	Iteration 126Q: 3 clusters Score -1.901322e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158066 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -19013260.000000 Penalty: 5942.182617
	Iteration 127Q: 3 clusters Score -1.901326e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158113 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -19013276.000000 Penalty: 5942.182617
	Iteration 128Q: 3 clusters Score -1.901328e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158145 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -19013284.000000 Penalty: 5942.182617
	Iteration 129Q: 3 clusters Score -1.901328e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158177 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -19013300.000000 Penalty: 5942.182617
	Iteration 130Q: 3 clusters Score -1.90133e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158210 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19013302.000000 Penalty: 5942.182617
	Iteration 131Q: 3 clusters Score -1.90133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158245 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -19013302.000000 Penalty: 5942.182617
	Iteration 132Q: 3 clusters Score -1.90133e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158273 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -19013312.000000 Penalty: 5942.182617
	Iteration 133Q: 3 clusters Score -1.901331e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158296 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -19013288.000000 Penalty: 5942.182617
	Iteration 134Q: 3 clusters Score -1.901329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158318 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -19013294.000000 Penalty: 5942.182617
	Iteration 135Q: 3 clusters Score -1.901329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158341 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -19013276.000000 Penalty: 5942.182617
	Iteration 136Q: 3 clusters Score -1.901328e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158366 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -19013276.000000 Penalty: 5942.182617
	Iteration 137Q: 3 clusters Score -1.901328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158374 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -19013288.000000 Penalty: 5942.182617
	Iteration 138Q: 3 clusters Score -1.901329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158379 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -19013286.000000 Penalty: 5942.182617
	Iteration 139Q: 3 clusters Score -1.901329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158386 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -19013282.000000 Penalty: 5942.182617
	Iteration 140F: 3 clusters Score -1.901328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -19013266.000000 Penalty: 5942.182617
	Iteration 141Q: 3 clusters Score -1.901327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -19013262.000000 Penalty: 5942.182617
	Iteration 142Q: 3 clusters Score -1.901326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158412 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -19013270.000000 Penalty: 5942.182617
	Iteration 143Q: 3 clusters Score -1.901327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158420 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -19013286.000000 Penalty: 5942.182617
	Iteration 144Q: 3 clusters Score -1.901329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158428 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -19013278.000000 Penalty: 5942.182617
	Iteration 145Q: 3 clusters Score -1.901328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158436 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -19013284.000000 Penalty: 5942.182617
	Iteration 146Q: 3 clusters Score -1.901328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158446 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -19013276.000000 Penalty: 5942.182617
	Iteration 147Q: 3 clusters Score -1.901328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158459 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -19013268.000000 Penalty: 5942.182617
	Iteration 148Q: 3 clusters Score -1.901327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158472 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -19013286.000000 Penalty: 5942.182617
	Iteration 149Q: 3 clusters Score -1.901329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158484 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -19013288.000000 Penalty: 5942.182617
	Iteration 150Q: 3 clusters Score -1.901329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158492 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -19013250.000000 Penalty: 5942.182617
	Iteration 151Q: 3 clusters Score -1.901325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158501 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -19013276.000000 Penalty: 5942.182617
	Iteration 152Q: 3 clusters Score -1.901328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158507 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -19013292.000000 Penalty: 5942.182617
	Iteration 153Q: 3 clusters Score -1.901329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158513 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -19013290.000000 Penalty: 5942.182617
	Iteration 154Q: 3 clusters Score -1.901329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158520 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -19013280.000000 Penalty: 5942.182617
	Iteration 155Q: 3 clusters Score -1.901328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158524 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -19013292.000000 Penalty: 5942.182617
	Iteration 156Q: 3 clusters Score -1.901329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158526 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -19013266.000000 Penalty: 5942.182617
	Iteration 157Q: 3 clusters Score -1.901327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158529 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -19013272.000000 Penalty: 5942.182617
	Iteration 158Q: 3 clusters Score -1.901327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158532 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -19013264.000000 Penalty: 5942.182617
	Iteration 159Q: 3 clusters Score -1.901326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158538 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -19013274.000000 Penalty: 5942.182617
	Iteration 160F: 3 clusters Score -1.901327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158539 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -19013282.000000 Penalty: 5942.182617
	Iteration 161Q: 3 clusters Score -1.901328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158540 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -19013282.000000 Penalty: 5942.182617
	Iteration 162Q: 3 clusters Score -1.901328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158542 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -19013280.000000 Penalty: 5942.182617
	Iteration 163Q: 3 clusters Score -1.901328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158542 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -19013280.000000 Penalty: 5942.182617
	Iteration 164F: 3 clusters Score -1.901328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Entering Unmasked Estep 
Score: -2401236.000000 Penalty: 2462.164551
	Iteration 0F: 2 clusters Score -2401236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2386852.750000 Penalty: 4924.329102
	Iteration 0F: 3 clusters Score -2386853 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2391808.750000 Penalty: 4924.329102
	Iteration 1F: 3 clusters Score -2391809 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2392335.000000 Penalty: 4924.329102
	Iteration 2F: 3 clusters Score -2392335 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2392918.000000 Penalty: 4924.329102
	Iteration 3F: 3 clusters Score -2392918 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2393553.750000 Penalty: 4924.329102
	Iteration 4F: 3 clusters Score -2393554 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2394311.250000 Penalty: 4924.329102
	Iteration 5F: 3 clusters Score -2394311 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2395232.250000 Penalty: 4924.329102
	Iteration 6F: 3 clusters Score -2395232 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2396236.000000 Penalty: 4924.329102
	Iteration 7F: 3 clusters Score -2396236 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2397174.500000 Penalty: 4924.329102
	Iteration 8F: 3 clusters Score -2397174 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2397926.750000 Penalty: 4924.329102
	Iteration 9Q: 3 clusters Score -2397927 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2398502.000000 Penalty: 4924.329102
	Iteration 10Q: 3 clusters Score -2398502 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2398860.750000 Penalty: 4924.329102
	Iteration 11Q: 3 clusters Score -2398861 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2399078.000000 Penalty: 4924.329102
	Iteration 12Q: 3 clusters Score -2399078 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2399195.750000 Penalty: 4924.329102
	Iteration 13Q: 3 clusters Score -2399196 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2399292.750000 Penalty: 4924.329102
	Iteration 14Q: 3 clusters Score -2399293 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2399350.750000 Penalty: 4924.329102
	Iteration 15Q: 3 clusters Score -2399351 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2399393.500000 Penalty: 4924.329102
	Iteration 16Q: 3 clusters Score -2399394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2399427.000000 Penalty: 4924.329102
	Iteration 17Q: 3 clusters Score -2399427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2399440.000000 Penalty: 4924.329102
	Iteration 18Q: 3 clusters Score -2399440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2399448.750000 Penalty: 4924.329102
	Iteration 19Q: 3 clusters Score -2399449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2399459.250000 Penalty: 4924.329102
	Iteration 20F: 3 clusters Score -2399459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2399461.000000 Penalty: 4924.329102
	Iteration 21Q: 3 clusters Score -2399461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2399464.000000 Penalty: 4924.329102
	Iteration 22Q: 3 clusters Score -2399464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2399468.750000 Penalty: 4924.329102
	Iteration 23Q: 3 clusters Score -2399469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2399468.750000 Penalty: 4924.329102
	Iteration 24F: 3 clusters Score -2399469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Entering Unmasked Estep 
Score: -2070003.500000 Penalty: 2424.995605
	Iteration 0F: 2 clusters Score -2070004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2057461.250000 Penalty: 4849.991211
	Iteration 0F: 3 clusters Score -2057461 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2061622.750000 Penalty: 4849.991211
	Iteration 1F: 3 clusters Score -2061623 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2062183.500000 Penalty: 4849.991211
	Iteration 2F: 3 clusters Score -2062184 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2062702.625000 Penalty: 4849.991211
	Iteration 3F: 3 clusters Score -2062703 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2063239.250000 Penalty: 4849.991211
	Iteration 4F: 3 clusters Score -2063239 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2063912.625000 Penalty: 4849.991211
	Iteration 5F: 3 clusters Score -2063913 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2064638.000000 Penalty: 4849.991211
	Iteration 6F: 3 clusters Score -2064638 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2065322.875000 Penalty: 4849.991211
	Iteration 7F: 3 clusters Score -2065323 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2065919.750000 Penalty: 4849.991211
	Iteration 8F: 3 clusters Score -2065920 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2066458.000000 Penalty: 4849.991211
	Iteration 9Q: 3 clusters Score -2066458 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2066889.250000 Penalty: 4849.991211
	Iteration 10Q: 3 clusters Score -2066889 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2067186.375000 Penalty: 4849.991211
	Iteration 11Q: 3 clusters Score -2067186 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2067383.750000 Penalty: 4849.991211
	Iteration 12Q: 3 clusters Score -2067384 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2067565.375000 Penalty: 4849.991211
	Iteration 13Q: 3 clusters Score -2067565 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2067670.875000 Penalty: 4849.991211
	Iteration 14Q: 3 clusters Score -2067671 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2067779.500000 Penalty: 4849.991211
	Iteration 15Q: 3 clusters Score -2067780 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2067876.250000 Penalty: 4849.991211
	Iteration 16Q: 3 clusters Score -2067876 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2067955.125000 Penalty: 4849.991211
	Iteration 17Q: 3 clusters Score -2067955 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2068023.125000 Penalty: 4849.991211
	Iteration 18Q: 3 clusters Score -2068023 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2068072.500000 Penalty: 4849.991211
	Iteration 19Q: 3 clusters Score -2068072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2068109.250000 Penalty: 4849.991211
	Iteration 20F: 3 clusters Score -2068109 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2068148.000000 Penalty: 4849.991211
	Iteration 21Q: 3 clusters Score -2068148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2068179.500000 Penalty: 4849.991211
	Iteration 22Q: 3 clusters Score -2068180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2068203.500000 Penalty: 4849.991211
	Iteration 23Q: 3 clusters Score -2068204 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2068229.125000 Penalty: 4849.991211
	Iteration 24Q: 3 clusters Score -2068229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2068234.750000 Penalty: 4849.991211
	Iteration 25Q: 3 clusters Score -2068235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2068248.875000 Penalty: 4849.991211
	Iteration 26Q: 3 clusters Score -2068249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2068251.875000 Penalty: 4849.991211
	Iteration 27Q: 3 clusters Score -2068252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2068260.375000 Penalty: 4849.991211
	Iteration 28Q: 3 clusters Score -2068260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2068263.875000 Penalty: 4849.991211
	Iteration 29Q: 3 clusters Score -2068264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2068271.125000 Penalty: 4849.991211
	Iteration 30Q: 3 clusters Score -2068271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2068284.625000 Penalty: 4849.991211
	Iteration 31Q: 3 clusters Score -2068285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2068287.375000 Penalty: 4849.991211
	Iteration 32Q: 3 clusters Score -2068287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2068301.875000 Penalty: 4849.991211
	Iteration 33Q: 3 clusters Score -2068302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2068308.750000 Penalty: 4849.991211
	Iteration 34Q: 3 clusters Score -2068309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2068321.500000 Penalty: 4849.991211
	Iteration 35Q: 3 clusters Score -2068322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2068322.625000 Penalty: 4849.991211
	Iteration 36Q: 3 clusters Score -2068323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2068324.000000 Penalty: 4849.991211
	Iteration 37Q: 3 clusters Score -2068324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2068332.250000 Penalty: 4849.991211
	Iteration 38Q: 3 clusters Score -2068332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2068332.500000 Penalty: 4849.991211
	Iteration 39Q: 3 clusters Score -2068332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2068334.875000 Penalty: 4849.991211
	Iteration 40F: 3 clusters Score -2068335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2068339.000000 Penalty: 4849.991211
	Iteration 41Q: 3 clusters Score -2068339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2068339.625000 Penalty: 4849.991211
	Iteration 42Q: 3 clusters Score -2068340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2068337.375000 Penalty: 4849.991211
	Iteration 43Q: 3 clusters Score -2068337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2068345.750000 Penalty: 4849.991211
	Iteration 44Q: 3 clusters Score -2068346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2068348.750000 Penalty: 4849.991211
	Iteration 45Q: 3 clusters Score -2068349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2068345.125000 Penalty: 4849.991211
	Iteration 46Q: 3 clusters Score -2068345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2068345.000000 Penalty: 4849.991211
	Iteration 47Q: 3 clusters Score -2068345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2068345.000000 Penalty: 4849.991211
	Iteration 48Q: 3 clusters Score -2068345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2068346.000000 Penalty: 4849.991211
	Iteration 49Q: 3 clusters Score -2068346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2068346.500000 Penalty: 4849.991211
	Iteration 50Q: 3 clusters Score -2068346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2068349.375000 Penalty: 4849.991211
	Iteration 51Q: 3 clusters Score -2068349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2068348.250000 Penalty: 4849.991211
	Iteration 52Q: 3 clusters Score -2068348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2068346.000000 Penalty: 4849.991211
	Iteration 53Q: 3 clusters Score -2068346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2068345.875000 Penalty: 4849.991211
	Iteration 54Q: 3 clusters Score -2068346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2068349.000000 Penalty: 4849.991211
	Iteration 55Q: 3 clusters Score -2068349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2068347.500000 Penalty: 4849.991211
	Iteration 56Q: 3 clusters Score -2068348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2068346.250000 Penalty: 4849.991211
	Iteration 57Q: 3 clusters Score -2068346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2068346.250000 Penalty: 4849.991211
	Iteration 58F: 3 clusters Score -2068346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Entering Unmasked Estep 
Score: -557026.750000 Penalty: 2091.315430
	Iteration 0F: 2 clusters Score -557026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -552748.812500 Penalty: 4182.630859
	Iteration 0F: 3 clusters Score -552748.8 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -553715.625000 Penalty: 4182.630859
	Iteration 1F: 3 clusters Score -553715.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -553907.000000 Penalty: 4182.630859
	Iteration 2F: 3 clusters Score -553907 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -554018.187500 Penalty: 4182.630859
	Iteration 3Q: 3 clusters Score -554018.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -554087.000000 Penalty: 4182.630859
	Iteration 4Q: 3 clusters Score -554087 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -554125.062500 Penalty: 4182.630859
	Iteration 5Q: 3 clusters Score -554125.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -554149.375000 Penalty: 4182.630859
	Iteration 6Q: 3 clusters Score -554149.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -554172.250000 Penalty: 4182.630859
	Iteration 7Q: 3 clusters Score -554172.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -554191.375000 Penalty: 4182.630859
	Iteration 8Q: 3 clusters Score -554191.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -554211.812500 Penalty: 4182.630859
	Iteration 9Q: 3 clusters Score -554211.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -554237.625000 Penalty: 4182.630859
	Iteration 10Q: 3 clusters Score -554237.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -554260.437500 Penalty: 4182.630859
	Iteration 11Q: 3 clusters Score -554260.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -554281.250000 Penalty: 4182.630859
	Iteration 12Q: 3 clusters Score -554281.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -554291.000000 Penalty: 4182.630859
	Iteration 13Q: 3 clusters Score -554291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -554298.687500 Penalty: 4182.630859
	Iteration 14Q: 3 clusters Score -554298.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -554304.937500 Penalty: 4182.630859
	Iteration 15Q: 3 clusters Score -554304.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -554312.375000 Penalty: 4182.630859
	Iteration 16Q: 3 clusters Score -554312.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -554320.250000 Penalty: 4182.630859
	Iteration 17Q: 3 clusters Score -554320.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -554327.375000 Penalty: 4182.630859
	Iteration 18Q: 3 clusters Score -554327.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -554334.937500 Penalty: 4182.630859
	Iteration 19Q: 3 clusters Score -554334.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -554342.750000 Penalty: 4182.630859
	Iteration 20F: 3 clusters Score -554342.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -554348.687500 Penalty: 4182.630859
	Iteration 21Q: 3 clusters Score -554348.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -554353.500000 Penalty: 4182.630859
	Iteration 22Q: 3 clusters Score -554353.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -554359.187500 Penalty: 4182.630859
	Iteration 23Q: 3 clusters Score -554359.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -554363.437500 Penalty: 4182.630859
	Iteration 24Q: 3 clusters Score -554363.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -554369.812500 Penalty: 4182.630859
	Iteration 25Q: 3 clusters Score -554369.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -554375.000000 Penalty: 4182.630859
	Iteration 26Q: 3 clusters Score -554375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -554380.062500 Penalty: 4182.630859
	Iteration 27Q: 3 clusters Score -554380.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -554384.562500 Penalty: 4182.630859
	Iteration 28Q: 3 clusters Score -554384.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -554388.875000 Penalty: 4182.630859
	Iteration 29Q: 3 clusters Score -554388.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -554392.187500 Penalty: 4182.630859
	Iteration 30Q: 3 clusters Score -554392.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -554397.062500 Penalty: 4182.630859
	Iteration 31Q: 3 clusters Score -554397.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -554400.000000 Penalty: 4182.630859
	Iteration 32Q: 3 clusters Score -554400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -554403.062500 Penalty: 4182.630859
	Iteration 33Q: 3 clusters Score -554403.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -554407.312500 Penalty: 4182.630859
	Iteration 34Q: 3 clusters Score -554407.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -554409.312500 Penalty: 4182.630859
	Iteration 35Q: 3 clusters Score -554409.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -554413.312500 Penalty: 4182.630859
	Iteration 36Q: 3 clusters Score -554413.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -554413.750000 Penalty: 4182.630859
	Iteration 37Q: 3 clusters Score -554413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -554414.562500 Penalty: 4182.630859
	Iteration 38Q: 3 clusters Score -554414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -554416.812500 Penalty: 4182.630859
	Iteration 39Q: 3 clusters Score -554416.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -554422.875000 Penalty: 4182.630859
	Iteration 40F: 3 clusters Score -554422.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -554430.375000 Penalty: 4182.630859
	Iteration 41Q: 3 clusters Score -554430.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -554436.125000 Penalty: 4182.630859
	Iteration 42Q: 3 clusters Score -554436.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -554439.187500 Penalty: 4182.630859
	Iteration 43Q: 3 clusters Score -554439.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -554446.125000 Penalty: 4182.630859
	Iteration 44Q: 3 clusters Score -554446.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -554454.187500 Penalty: 4182.630859
	Iteration 45Q: 3 clusters Score -554454.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -554460.687500 Penalty: 4182.630859
	Iteration 46Q: 3 clusters Score -554460.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -554469.687500 Penalty: 4182.630859
	Iteration 47Q: 3 clusters Score -554469.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -554476.937500 Penalty: 4182.630859
	Iteration 48Q: 3 clusters Score -554476.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -554484.937500 Penalty: 4182.630859
	Iteration 49Q: 3 clusters Score -554484.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -554490.625000 Penalty: 4182.630859
	Iteration 50Q: 3 clusters Score -554490.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -554500.750000 Penalty: 4182.630859
	Iteration 51Q: 3 clusters Score -554500.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -554515.125000 Penalty: 4182.630859
	Iteration 52Q: 3 clusters Score -554515.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -554537.312500 Penalty: 4182.630859
	Iteration 53Q: 3 clusters Score -554537.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -554556.875000 Penalty: 4182.630859
	Iteration 54Q: 3 clusters Score -554556.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -554575.937500 Penalty: 4182.630859
	Iteration 55Q: 3 clusters Score -554575.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -554592.812500 Penalty: 4182.630859
	Iteration 56Q: 3 clusters Score -554592.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -554619.250000 Penalty: 4182.630859
	Iteration 57Q: 3 clusters Score -554619.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -554647.437500 Penalty: 4182.630859
	Iteration 58Q: 3 clusters Score -554647.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -554680.562500 Penalty: 4182.630859
	Iteration 59Q: 3 clusters Score -554680.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -554713.312500 Penalty: 4182.630859
	Iteration 60F: 3 clusters Score -554713.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -554749.125000 Penalty: 4182.630859
	Iteration 61Q: 3 clusters Score -554749.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -554789.187500 Penalty: 4182.630859
	Iteration 62Q: 3 clusters Score -554789.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -554823.062500 Penalty: 4182.630859
	Iteration 63Q: 3 clusters Score -554823.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -554855.125000 Penalty: 4182.630859
	Iteration 64Q: 3 clusters Score -554855.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -554893.812500 Penalty: 4182.630859
	Iteration 65Q: 3 clusters Score -554893.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -554923.937500 Penalty: 4182.630859
	Iteration 66Q: 3 clusters Score -554923.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -554961.125000 Penalty: 4182.630859
	Iteration 67Q: 3 clusters Score -554961.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -554993.437500 Penalty: 4182.630859
	Iteration 68Q: 3 clusters Score -554993.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -555020.062500 Penalty: 4182.630859
	Iteration 69Q: 3 clusters Score -555020.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -555043.687500 Penalty: 4182.630859
	Iteration 70Q: 3 clusters Score -555043.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -555065.937500 Penalty: 4182.630859
	Iteration 71Q: 3 clusters Score -555065.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -555084.562500 Penalty: 4182.630859
	Iteration 72Q: 3 clusters Score -555084.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -555104.187500 Penalty: 4182.630859
	Iteration 73Q: 3 clusters Score -555104.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -555121.312500 Penalty: 4182.630859
	Iteration 74Q: 3 clusters Score -555121.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -555136.812500 Penalty: 4182.630859
	Iteration 75Q: 3 clusters Score -555136.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -555157.000000 Penalty: 4182.630859
	Iteration 76Q: 3 clusters Score -555157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -555175.000000 Penalty: 4182.630859
	Iteration 77Q: 3 clusters Score -555175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -555182.875000 Penalty: 4182.630859
	Iteration 78Q: 3 clusters Score -555182.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -555191.437500 Penalty: 4182.630859
	Iteration 79Q: 3 clusters Score -555191.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -555199.187500 Penalty: 4182.630859
	Iteration 80F: 3 clusters Score -555199.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -555218.000000 Penalty: 4182.630859
	Iteration 81Q: 3 clusters Score -555218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -555229.937500 Penalty: 4182.630859
	Iteration 82Q: 3 clusters Score -555229.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -555236.437500 Penalty: 4182.630859
	Iteration 83Q: 3 clusters Score -555236.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -555243.687500 Penalty: 4182.630859
	Iteration 84Q: 3 clusters Score -555243.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -555251.437500 Penalty: 4182.630859
	Iteration 85Q: 3 clusters Score -555251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -555256.125000 Penalty: 4182.630859
	Iteration 86Q: 3 clusters Score -555256.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -555262.875000 Penalty: 4182.630859
	Iteration 87Q: 3 clusters Score -555262.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -555265.125000 Penalty: 4182.630859
	Iteration 88Q: 3 clusters Score -555265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -555266.750000 Penalty: 4182.630859
	Iteration 89Q: 3 clusters Score -555266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -555266.937500 Penalty: 4182.630859
	Iteration 90Q: 3 clusters Score -555266.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -555267.125000 Penalty: 4182.630859
	Iteration 91Q: 3 clusters Score -555267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -555267.125000 Penalty: 4182.630859
	Iteration 92F: 3 clusters Score -555267.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -78016.023438 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -78016.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76346.898438 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -76346.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76775.812500 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -76775.81 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76923.195312 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -76923.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76995.710938 Penalty: 3333.827148
	Iteration 3Q: 3 clusters Score -76995.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77053.414062 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -77053.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77110.007812 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -77110.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77185.085938 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -77185.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -77239.921875 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -77239.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77264.921875 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -77264.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77279.398438 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -77279.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77304.773438 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -77304.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77317.195312 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -77317.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77334.757812 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -77334.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77337.890625 Penalty: 3333.827148
	Iteration 13Q: 3 clusters Score -77337.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77338.273438 Penalty: 3333.827148
	Iteration 14Q: 3 clusters Score -77338.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77339.265625 Penalty: 3333.827148
	Iteration 15Q: 3 clusters Score -77339.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77340.007812 Penalty: 3333.827148
	Iteration 16Q: 3 clusters Score -77340.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77340.765625 Penalty: 3333.827148
	Iteration 17Q: 3 clusters Score -77340.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77344.710938 Penalty: 3333.827148
	Iteration 18Q: 3 clusters Score -77344.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77358.375000 Penalty: 3333.827148
	Iteration 19Q: 3 clusters Score -77358.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77368.531250 Penalty: 3333.827148
	Iteration 20F: 3 clusters Score -77368.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77378.078125 Penalty: 3333.827148
	Iteration 21Q: 3 clusters Score -77378.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77382.093750 Penalty: 3333.827148
	Iteration 22Q: 3 clusters Score -77382.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77390.078125 Penalty: 3333.827148
	Iteration 23Q: 3 clusters Score -77390.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77396.078125 Penalty: 3333.827148
	Iteration 24Q: 3 clusters Score -77396.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77407.062500 Penalty: 3333.827148
	Iteration 25Q: 3 clusters Score -77407.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77414.898438 Penalty: 3333.827148
	Iteration 26Q: 3 clusters Score -77414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77418.476562 Penalty: 3333.827148
	Iteration 27Q: 3 clusters Score -77418.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77419.335938 Penalty: 3333.827148
	Iteration 28Q: 3 clusters Score -77419.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77419.335938 Penalty: 3333.827148
	Iteration 29F: 3 clusters Score -77419.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Entering Unmasked Estep 
Score: -1080300.250000 Penalty: 2258.942627
	Iteration 0F: 2 clusters Score -1080300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1073255.625000 Penalty: 4517.885254
	Iteration 0F: 3 clusters Score -1073256 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1075319.375000 Penalty: 4517.885254
	Iteration 1F: 3 clusters Score -1075319 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1075735.750000 Penalty: 4517.885254
	Iteration 2F: 3 clusters Score -1075736 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1076056.625000 Penalty: 4517.885254
	Iteration 3F: 3 clusters Score -1076057 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1076355.500000 Penalty: 4517.885254
	Iteration 4F: 3 clusters Score -1076356 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1076625.000000 Penalty: 4517.885254
	Iteration 5F: 3 clusters Score -1076625 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1076868.125000 Penalty: 4517.885254
	Iteration 6Q: 3 clusters Score -1076868 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1077111.125000 Penalty: 4517.885254
	Iteration 7Q: 3 clusters Score -1077111 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1077330.750000 Penalty: 4517.885254
	Iteration 8Q: 3 clusters Score -1077331 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1077537.250000 Penalty: 4517.885254
	Iteration 9Q: 3 clusters Score -1077537 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1077704.250000 Penalty: 4517.885254
	Iteration 10Q: 3 clusters Score -1077704 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1077867.375000 Penalty: 4517.885254
	Iteration 11Q: 3 clusters Score -1077867 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1077996.250000 Penalty: 4517.885254
	Iteration 12Q: 3 clusters Score -1077996 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1078106.750000 Penalty: 4517.885254
	Iteration 13Q: 3 clusters Score -1078107 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1078198.750000 Penalty: 4517.885254
	Iteration 14Q: 3 clusters Score -1078199 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1078260.750000 Penalty: 4517.885254
	Iteration 15Q: 3 clusters Score -1078261 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1078311.000000 Penalty: 4517.885254
	Iteration 16Q: 3 clusters Score -1078311 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1078351.750000 Penalty: 4517.885254
	Iteration 17Q: 3 clusters Score -1078352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1078385.375000 Penalty: 4517.885254
	Iteration 18Q: 3 clusters Score -1078385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1078410.500000 Penalty: 4517.885254
	Iteration 19Q: 3 clusters Score -1078410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1078430.125000 Penalty: 4517.885254
	Iteration 20F: 3 clusters Score -1078430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1078445.500000 Penalty: 4517.885254
	Iteration 21Q: 3 clusters Score -1078446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1078456.500000 Penalty: 4517.885254
	Iteration 22Q: 3 clusters Score -1078456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1078463.875000 Penalty: 4517.885254
	Iteration 23Q: 3 clusters Score -1078464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1078475.125000 Penalty: 4517.885254
	Iteration 24Q: 3 clusters Score -1078475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1078482.000000 Penalty: 4517.885254
	Iteration 25Q: 3 clusters Score -1078482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1078491.500000 Penalty: 4517.885254
	Iteration 26Q: 3 clusters Score -1078492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1078495.500000 Penalty: 4517.885254
	Iteration 27Q: 3 clusters Score -1078496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1078497.625000 Penalty: 4517.885254
	Iteration 28Q: 3 clusters Score -1078498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1078501.125000 Penalty: 4517.885254
	Iteration 29Q: 3 clusters Score -1078501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1078503.875000 Penalty: 4517.885254
	Iteration 30Q: 3 clusters Score -1078504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1078504.500000 Penalty: 4517.885254
	Iteration 31Q: 3 clusters Score -1078504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1078505.750000 Penalty: 4517.885254
	Iteration 32Q: 3 clusters Score -1078506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1078505.500000 Penalty: 4517.885254
	Iteration 33Q: 3 clusters Score -1078506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1078505.875000 Penalty: 4517.885254
	Iteration 34Q: 3 clusters Score -1078506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1078505.750000 Penalty: 4517.885254
	Iteration 35Q: 3 clusters Score -1078506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1078505.750000 Penalty: 4517.885254
	Iteration 36F: 3 clusters Score -1078506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 35881 members 
Mstep: Class 3 contains 12637 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18084 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17630 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13082 members 
Mstep: Class 10 contains 146281 members 
Mstep: Class 11 contains 42624 members 
Mstep: Class 12 contains 49434 members 
Mstep: Class 13 contains 24132 members 
Mstep: Class 14 contains 34906 members 
Mstep: Class 15 contains 180455 members 
Mstep: Class 16 contains 60779 members 
Mstep: Class 17 contains 200853 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151339 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159565 members 
Mstep: Class 24 contains 20498 members 
Mstep: Class 25 contains 17645 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054160.000000 Penalty: 97997.882812
Iteration 199Q: 29 clusters Score -1.560542e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 35882 members 
Mstep: Class 3 contains 12633 members 
Mstep: Class 4 contains 96086 members 
Mstep: Class 5 contains 18083 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17629 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13081 members 
Mstep: Class 10 contains 146285 members 
Mstep: Class 11 contains 42621 members 
Mstep: Class 12 contains 49411 members 
Mstep: Class 13 contains 24136 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 180470 members 
Mstep: Class 16 contains 60780 members 
Mstep: Class 17 contains 200842 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151361 members 
Mstep: Class 21 contains 9176 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159566 members 
Mstep: Class 24 contains 20497 members 
Mstep: Class 25 contains 17643 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053936.000000 Penalty: 97997.882812
Iteration 200F: 29 clusters Score -1.560539e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 35882 members 
Mstep: Class 3 contains 12633 members 
Mstep: Class 4 contains 96088 members 
Mstep: Class 5 contains 18086 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17625 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13081 members 
Mstep: Class 10 contains 146298 members 
Mstep: Class 11 contains 42622 members 
Mstep: Class 12 contains 49398 members 
Mstep: Class 13 contains 24138 members 
Mstep: Class 14 contains 34909 members 
Mstep: Class 15 contains 180478 members 
Mstep: Class 16 contains 60780 members 
Mstep: Class 17 contains 200831 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151363 members 
Mstep: Class 21 contains 9176 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159567 members 
Mstep: Class 24 contains 20494 members 
Mstep: Class 25 contains 17641 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054016.000000 Penalty: 97997.882812
Iteration 201Q: 29 clusters Score -1.56054e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 35883 members 
Mstep: Class 3 contains 12635 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18091 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17624 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13081 members 
Mstep: Class 10 contains 146314 members 
Mstep: Class 11 contains 42620 members 
Mstep: Class 12 contains 49379 members 
Mstep: Class 13 contains 24141 members 
Mstep: Class 14 contains 34906 members 
Mstep: Class 15 contains 180500 members 
Mstep: Class 16 contains 60776 members 
Mstep: Class 17 contains 200823 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151363 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159562 members 
Mstep: Class 24 contains 20494 members 
Mstep: Class 25 contains 17634 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053984.000000 Penalty: 97997.882812
Iteration 202Q: 29 clusters Score -1.56054e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 35885 members 
Mstep: Class 3 contains 12636 members 
Mstep: Class 4 contains 96088 members 
Mstep: Class 5 contains 18092 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17622 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13080 members 
Mstep: Class 10 contains 146322 members 
Mstep: Class 11 contains 42619 members 
Mstep: Class 12 contains 49347 members 
Mstep: Class 13 contains 24143 members 
Mstep: Class 14 contains 34904 members 
Mstep: Class 15 contains 180522 members 
Mstep: Class 16 contains 60772 members 
Mstep: Class 17 contains 200821 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151381 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159555 members 
Mstep: Class 24 contains 20496 members 
Mstep: Class 25 contains 17629 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054176.000000 Penalty: 97997.882812
Iteration 203Q: 29 clusters Score -1.560542e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 35885 members 
Mstep: Class 3 contains 12636 members 
Mstep: Class 4 contains 96090 members 
Mstep: Class 5 contains 18096 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17624 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13080 members 
Mstep: Class 10 contains 146331 members 
Mstep: Class 11 contains 42619 members 
Mstep: Class 12 contains 49308 members 
Mstep: Class 13 contains 24144 members 
Mstep: Class 14 contains 34906 members 
Mstep: Class 15 contains 180557 members 
Mstep: Class 16 contains 60772 members 
Mstep: Class 17 contains 200812 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151387 members 
Mstep: Class 21 contains 9179 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159549 members 
Mstep: Class 24 contains 20496 members 
Mstep: Class 25 contains 17621 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054176.000000 Penalty: 97997.882812
Iteration 204Q: 29 clusters Score -1.560542e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 35885 members 
Mstep: Class 3 contains 12635 members 
Mstep: Class 4 contains 96089 members 
Mstep: Class 5 contains 18098 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17623 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13081 members 
Mstep: Class 10 contains 146347 members 
Mstep: Class 11 contains 42617 members 
Mstep: Class 12 contains 49265 members 
Mstep: Class 13 contains 24148 members 
Mstep: Class 14 contains 34904 members 
Mstep: Class 15 contains 180590 members 
Mstep: Class 16 contains 60770 members 
Mstep: Class 17 contains 200815 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151393 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159548 members 
Mstep: Class 24 contains 20494 members 
Mstep: Class 25 contains 17613 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054192.000000 Penalty: 97997.882812
Iteration 205Q: 29 clusters Score -1.560542e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 35884 members 
Mstep: Class 3 contains 12635 members 
Mstep: Class 4 contains 96088 members 
Mstep: Class 5 contains 18099 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17622 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13079 members 
Mstep: Class 10 contains 146381 members 
Mstep: Class 11 contains 42616 members 
Mstep: Class 12 contains 49229 members 
Mstep: Class 13 contains 24152 members 
Mstep: Class 14 contains 34901 members 
Mstep: Class 15 contains 180634 members 
Mstep: Class 16 contains 60772 members 
Mstep: Class 17 contains 200808 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151379 members 
Mstep: Class 21 contains 9176 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 159542 members 
Mstep: Class 24 contains 20495 members 
Mstep: Class 25 contains 17602 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054096.000000 Penalty: 97997.882812
Iteration 206Q: 29 clusters Score -1.560541e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 35883 members 
Mstep: Class 3 contains 12635 members 
Mstep: Class 4 contains 96089 members 
Mstep: Class 5 contains 18099 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17621 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13078 members 
Mstep: Class 10 contains 146403 members 
Mstep: Class 11 contains 42613 members 
Mstep: Class 12 contains 49186 members 
Mstep: Class 13 contains 24157 members 
Mstep: Class 14 contains 34903 members 
Mstep: Class 15 contains 180675 members 
Mstep: Class 16 contains 60775 members 
Mstep: Class 17 contains 200788 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151380 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159541 members 
Mstep: Class 24 contains 20497 members 
Mstep: Class 25 contains 17594 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054016.000000 Penalty: 97997.882812
Iteration 207Q: 29 clusters Score -1.56054e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 35882 members 
Mstep: Class 3 contains 12634 members 
Mstep: Class 4 contains 96088 members 
Mstep: Class 5 contains 18097 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17620 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13079 members 
Mstep: Class 10 contains 146415 members 
Mstep: Class 11 contains 42612 members 
Mstep: Class 12 contains 49133 members 
Mstep: Class 13 contains 24159 members 
Mstep: Class 14 contains 34902 members 
Mstep: Class 15 contains 180728 members 
Mstep: Class 16 contains 60775 members 
Mstep: Class 17 contains 200772 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151386 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159548 members 
Mstep: Class 24 contains 20497 members 
Mstep: Class 25 contains 17591 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054144.000000 Penalty: 97997.882812
Iteration 208Q: 29 clusters Score -1.560541e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 35879 members 
Mstep: Class 3 contains 12634 members 
Mstep: Class 4 contains 96085 members 
Mstep: Class 5 contains 18096 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17619 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13079 members 
Mstep: Class 10 contains 146418 members 
Mstep: Class 11 contains 42611 members 
Mstep: Class 12 contains 49073 members 
Mstep: Class 13 contains 24160 members 
Mstep: Class 14 contains 34901 members 
Mstep: Class 15 contains 180778 members 
Mstep: Class 16 contains 60773 members 
Mstep: Class 17 contains 200769 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151402 members 
Mstep: Class 21 contains 9178 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159553 members 
Mstep: Class 24 contains 20497 members 
Mstep: Class 25 contains 17591 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054288.000000 Penalty: 97997.882812
Iteration 209Q: 29 clusters Score -1.560543e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 35877 members 
Mstep: Class 3 contains 12634 members 
Mstep: Class 4 contains 96083 members 
Mstep: Class 5 contains 18096 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17618 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13077 members 
Mstep: Class 10 contains 146433 members 
Mstep: Class 11 contains 42610 members 
Mstep: Class 12 contains 49013 members 
Mstep: Class 13 contains 24164 members 
Mstep: Class 14 contains 34899 members 
Mstep: Class 15 contains 180822 members 
Mstep: Class 16 contains 60772 members 
Mstep: Class 17 contains 200760 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151412 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159566 members 
Mstep: Class 24 contains 20496 members 
Mstep: Class 25 contains 17587 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054400.000000 Penalty: 97997.882812
Iteration 210Q: 29 clusters Score -1.560544e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 35875 members 
Mstep: Class 3 contains 12632 members 
Mstep: Class 4 contains 96083 members 
Mstep: Class 5 contains 18096 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17617 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13076 members 
Mstep: Class 10 contains 146462 members 
Mstep: Class 11 contains 42606 members 
Mstep: Class 12 contains 48955 members 
Mstep: Class 13 contains 24169 members 
Mstep: Class 14 contains 34897 members 
Mstep: Class 15 contains 180865 members 
Mstep: Class 16 contains 60768 members 
Mstep: Class 17 contains 200759 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151414 members 
Mstep: Class 21 contains 9178 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159570 members 
Mstep: Class 24 contains 20494 members 
Mstep: Class 25 contains 17583 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054368.000000 Penalty: 97997.882812
Iteration 211Q: 29 clusters Score -1.560544e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 35873 members 
Mstep: Class 3 contains 12629 members 
Mstep: Class 4 contains 96083 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13076 members 
Mstep: Class 10 contains 146485 members 
Mstep: Class 11 contains 42606 members 
Mstep: Class 12 contains 48897 members 
Mstep: Class 13 contains 24173 members 
Mstep: Class 14 contains 34895 members 
Mstep: Class 15 contains 180913 members 
Mstep: Class 16 contains 60767 members 
Mstep: Class 17 contains 200755 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151414 members 
Mstep: Class 21 contains 9179 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159573 members 
Mstep: Class 24 contains 20492 members 
Mstep: Class 25 contains 17576 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054208.000000 Penalty: 97997.882812
Iteration 212Q: 29 clusters Score -1.560542e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 35872 members 
Mstep: Class 3 contains 12630 members 
Mstep: Class 4 contains 96084 members 
Mstep: Class 5 contains 18102 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13075 members 
Mstep: Class 10 contains 146499 members 
Mstep: Class 11 contains 42605 members 
Mstep: Class 12 contains 48832 members 
Mstep: Class 13 contains 24172 members 
Mstep: Class 14 contains 34899 members 
Mstep: Class 15 contains 180967 members 
Mstep: Class 16 contains 60768 members 
Mstep: Class 17 contains 200740 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151427 members 
Mstep: Class 21 contains 9178 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159578 members 
Mstep: Class 24 contains 20490 members 
Mstep: Class 25 contains 17568 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054288.000000 Penalty: 97997.882812
Iteration 213Q: 29 clusters Score -1.560543e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 35873 members 
Mstep: Class 3 contains 12628 members 
Mstep: Class 4 contains 96085 members 
Mstep: Class 5 contains 18104 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13074 members 
Mstep: Class 10 contains 146488 members 
Mstep: Class 11 contains 42608 members 
Mstep: Class 12 contains 48783 members 
Mstep: Class 13 contains 24173 members 
Mstep: Class 14 contains 34898 members 
Mstep: Class 15 contains 181009 members 
Mstep: Class 16 contains 60768 members 
Mstep: Class 17 contains 200730 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151455 members 
Mstep: Class 21 contains 9178 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159579 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17570 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054192.000000 Penalty: 97997.882812
Iteration 214Q: 29 clusters Score -1.560542e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 35873 members 
Mstep: Class 3 contains 12627 members 
Mstep: Class 4 contains 96085 members 
Mstep: Class 5 contains 18101 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13075 members 
Mstep: Class 10 contains 146477 members 
Mstep: Class 11 contains 42607 members 
Mstep: Class 12 contains 48724 members 
Mstep: Class 13 contains 24175 members 
Mstep: Class 14 contains 34900 members 
Mstep: Class 15 contains 181056 members 
Mstep: Class 16 contains 60765 members 
Mstep: Class 17 contains 200719 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151488 members 
Mstep: Class 21 contains 9179 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159582 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17571 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054272.000000 Penalty: 97997.882812
Iteration 215Q: 29 clusters Score -1.560543e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 35874 members 
Mstep: Class 3 contains 12625 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18102 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13075 members 
Mstep: Class 10 contains 146479 members 
Mstep: Class 11 contains 42607 members 
Mstep: Class 12 contains 48663 members 
Mstep: Class 13 contains 24179 members 
Mstep: Class 14 contains 34901 members 
Mstep: Class 15 contains 181107 members 
Mstep: Class 16 contains 60766 members 
Mstep: Class 17 contains 200694 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151514 members 
Mstep: Class 21 contains 9178 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159588 members 
Mstep: Class 24 contains 20488 members 
Mstep: Class 25 contains 17567 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054224.000000 Penalty: 97997.882812
Iteration 216Q: 29 clusters Score -1.560542e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 35874 members 
Mstep: Class 3 contains 12624 members 
Mstep: Class 4 contains 96089 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13075 members 
Mstep: Class 10 contains 146495 members 
Mstep: Class 11 contains 42608 members 
Mstep: Class 12 contains 48606 members 
Mstep: Class 13 contains 24179 members 
Mstep: Class 14 contains 34902 members 
Mstep: Class 15 contains 181146 members 
Mstep: Class 16 contains 60765 members 
Mstep: Class 17 contains 200667 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151537 members 
Mstep: Class 21 contains 9176 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159595 members 
Mstep: Class 24 contains 20488 members 
Mstep: Class 25 contains 17568 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054272.000000 Penalty: 97997.882812
Iteration 217Q: 29 clusters Score -1.560543e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 35876 members 
Mstep: Class 3 contains 12623 members 
Mstep: Class 4 contains 96089 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17612 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13076 members 
Mstep: Class 10 contains 146510 members 
Mstep: Class 11 contains 42609 members 
Mstep: Class 12 contains 48540 members 
Mstep: Class 13 contains 24180 members 
Mstep: Class 14 contains 34906 members 
Mstep: Class 15 contains 181201 members 
Mstep: Class 16 contains 60763 members 
Mstep: Class 17 contains 200659 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151548 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159583 members 
Mstep: Class 24 contains 20488 members 
Mstep: Class 25 contains 17569 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054240.000000 Penalty: 97997.882812
Iteration 218Q: 29 clusters Score -1.560542e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 35877 members 
Mstep: Class 3 contains 12622 members 
Mstep: Class 4 contains 96090 members 
Mstep: Class 5 contains 18102 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17612 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13076 members 
Mstep: Class 10 contains 146528 members 
Mstep: Class 11 contains 42610 members 
Mstep: Class 12 contains 48459 members 
Mstep: Class 13 contains 24180 members 
Mstep: Class 14 contains 34903 members 
Mstep: Class 15 contains 181272 members 
Mstep: Class 16 contains 60761 members 
Mstep: Class 17 contains 200650 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151555 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159584 members 
Mstep: Class 24 contains 20486 members 
Mstep: Class 25 contains 17567 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054352.000000 Penalty: 97997.882812
Iteration 219Q: 29 clusters Score -1.560544e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 35875 members 
Mstep: Class 3 contains 12623 members 
Mstep: Class 4 contains 96093 members 
Mstep: Class 5 contains 18105 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13075 members 
Mstep: Class 10 contains 146538 members 
Mstep: Class 11 contains 42611 members 
Mstep: Class 12 contains 48399 members 
Mstep: Class 13 contains 24184 members 
Mstep: Class 14 contains 34903 members 
Mstep: Class 15 contains 181336 members 
Mstep: Class 16 contains 60761 members 
Mstep: Class 17 contains 200635 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151559 members 
Mstep: Class 21 contains 9168 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159580 members 
Mstep: Class 24 contains 20486 members 
Mstep: Class 25 contains 17564 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054400.000000 Penalty: 97997.882812
Iteration 220F: 29 clusters Score -1.560544e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 35878 members 
Mstep: Class 3 contains 12624 members 
Mstep: Class 4 contains 96093 members 
Mstep: Class 5 contains 18108 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17609 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13075 members 
Mstep: Class 10 contains 146549 members 
Mstep: Class 11 contains 42611 members 
Mstep: Class 12 contains 48338 members 
Mstep: Class 13 contains 24181 members 
Mstep: Class 14 contains 34904 members 
Mstep: Class 15 contains 181392 members 
Mstep: Class 16 contains 60768 members 
Mstep: Class 17 contains 200617 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151568 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159572 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 17566 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054336.000000 Penalty: 97997.882812
Iteration 221Q: 29 clusters Score -1.560543e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 35879 members 
Mstep: Class 3 contains 12624 members 
Mstep: Class 4 contains 96092 members 
Mstep: Class 5 contains 18109 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 13074 members 
Mstep: Class 10 contains 146570 members 
Mstep: Class 11 contains 42612 members 
Mstep: Class 12 contains 48273 members 
Mstep: Class 13 contains 24183 members 
Mstep: Class 14 contains 34906 members 
Mstep: Class 15 contains 181445 members 
Mstep: Class 16 contains 60766 members 
Mstep: Class 17 contains 200613 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151570 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159569 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 17564 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054224.000000 Penalty: 97997.882812
Iteration 222Q: 29 clusters Score -1.560542e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 35879 members 
Mstep: Class 3 contains 12620 members 
Mstep: Class 4 contains 96092 members 
Mstep: Class 5 contains 18108 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13079 members 
Mstep: Class 10 contains 146583 members 
Mstep: Class 11 contains 42612 members 
Mstep: Class 12 contains 48235 members 
Mstep: Class 13 contains 24186 members 
Mstep: Class 14 contains 34905 members 
Mstep: Class 15 contains 181482 members 
Mstep: Class 16 contains 60763 members 
Mstep: Class 17 contains 200612 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151578 members 
Mstep: Class 21 contains 9166 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159559 members 
Mstep: Class 24 contains 20485 members 
Mstep: Class 25 contains 17561 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054240.000000 Penalty: 97997.882812
Iteration 223Q: 29 clusters Score -1.560542e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 35873 members 
Mstep: Class 3 contains 12621 members 
Mstep: Class 4 contains 96093 members 
Mstep: Class 5 contains 18108 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13078 members 
Mstep: Class 10 contains 146589 members 
Mstep: Class 11 contains 42612 members 
Mstep: Class 12 contains 48188 members 
Mstep: Class 13 contains 24187 members 
Mstep: Class 14 contains 34907 members 
Mstep: Class 15 contains 181525 members 
Mstep: Class 16 contains 60761 members 
Mstep: Class 17 contains 200607 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151587 members 
Mstep: Class 21 contains 9165 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159557 members 
Mstep: Class 24 contains 20486 members 
Mstep: Class 25 contains 17558 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054256.000000 Penalty: 97997.882812
Iteration 224Q: 29 clusters Score -1.560543e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 35873 members 
Mstep: Class 3 contains 12620 members 
Mstep: Class 4 contains 96094 members 
Mstep: Class 5 contains 18108 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13081 members 
Mstep: Class 10 contains 146599 members 
Mstep: Class 11 contains 42610 members 
Mstep: Class 12 contains 48146 members 
Mstep: Class 13 contains 24189 members 
Mstep: Class 14 contains 34905 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 60758 members 
Mstep: Class 17 contains 200594 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151599 members 
Mstep: Class 21 contains 9165 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159552 members 
Mstep: Class 24 contains 20486 members 
Mstep: Class 25 contains 17556 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054272.000000 Penalty: 97997.882812
Iteration 225Q: 29 clusters Score -1.560543e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 35872 members 
Mstep: Class 3 contains 12617 members 
Mstep: Class 4 contains 96094 members 
Mstep: Class 5 contains 18108 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13085 members 
Mstep: Class 10 contains 146614 members 
Mstep: Class 11 contains 42610 members 
Mstep: Class 12 contains 48095 members 
Mstep: Class 13 contains 24192 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 181613 members 
Mstep: Class 16 contains 60757 members 
Mstep: Class 17 contains 200579 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151610 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159537 members 
Mstep: Class 24 contains 20486 members 
Mstep: Class 25 contains 17555 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054128.000000 Penalty: 97997.882812
Iteration 226Q: 29 clusters Score -1.560541e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 35877 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 96093 members 
Mstep: Class 5 contains 18108 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13091 members 
Mstep: Class 10 contains 146640 members 
Mstep: Class 11 contains 42612 members 
Mstep: Class 12 contains 48016 members 
Mstep: Class 13 contains 24195 members 
Mstep: Class 14 contains 34910 members 
Mstep: Class 15 contains 181667 members 
Mstep: Class 16 contains 60757 members 
Mstep: Class 17 contains 200570 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151601 members 
Mstep: Class 21 contains 9170 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159537 members 
Mstep: Class 24 contains 20488 members 
Mstep: Class 25 contains 17555 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054224.000000 Penalty: 97997.882812
Iteration 227Q: 29 clusters Score -1.560542e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 35878 members 
Mstep: Class 3 contains 12614 members 
Mstep: Class 4 contains 96093 members 
Mstep: Class 5 contains 18108 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13092 members 
Mstep: Class 10 contains 146650 members 
Mstep: Class 11 contains 42610 members 
Mstep: Class 12 contains 47951 members 
Mstep: Class 13 contains 24199 members 
Mstep: Class 14 contains 34913 members 
Mstep: Class 15 contains 181724 members 
Mstep: Class 16 contains 60757 members 
Mstep: Class 17 contains 200562 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151601 members 
Mstep: Class 21 contains 9170 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159540 members 
Mstep: Class 24 contains 20488 members 
Mstep: Class 25 contains 17552 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054080.000000 Penalty: 97997.882812
Iteration 228Q: 29 clusters Score -1.560541e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 35880 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 96092 members 
Mstep: Class 5 contains 18108 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13094 members 
Mstep: Class 10 contains 146668 members 
Mstep: Class 11 contains 42606 members 
Mstep: Class 12 contains 47888 members 
Mstep: Class 13 contains 24200 members 
Mstep: Class 14 contains 34911 members 
Mstep: Class 15 contains 181773 members 
Mstep: Class 16 contains 60754 members 
Mstep: Class 17 contains 200558 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151602 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159547 members 
Mstep: Class 24 contains 20488 members 
Mstep: Class 25 contains 17552 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054016.000000 Penalty: 97997.882812
Iteration 229Q: 29 clusters Score -1.56054e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 35883 members 
Mstep: Class 3 contains 12611 members 
Mstep: Class 4 contains 96092 members 
Mstep: Class 5 contains 18109 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17601 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13096 members 
Mstep: Class 10 contains 146673 members 
Mstep: Class 11 contains 42607 members 
Mstep: Class 12 contains 47834 members 
Mstep: Class 13 contains 24201 members 
Mstep: Class 14 contains 34915 members 
Mstep: Class 15 contains 181812 members 
Mstep: Class 16 contains 60751 members 
Mstep: Class 17 contains 200558 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151603 members 
Mstep: Class 21 contains 9168 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159548 members 
Mstep: Class 24 contains 20488 members 
Mstep: Class 25 contains 17553 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053968.000000 Penalty: 97997.882812
Iteration 230Q: 29 clusters Score -1.56054e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 35879 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 96093 members 
Mstep: Class 5 contains 18109 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13095 members 
Mstep: Class 10 contains 146692 members 
Mstep: Class 11 contains 42606 members 
Mstep: Class 12 contains 47775 members 
Mstep: Class 13 contains 24204 members 
Mstep: Class 14 contains 34918 members 
Mstep: Class 15 contains 181834 members 
Mstep: Class 16 contains 60748 members 
Mstep: Class 17 contains 200562 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151610 members 
Mstep: Class 21 contains 9168 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159555 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17550 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053936.000000 Penalty: 97997.882812
Iteration 231Q: 29 clusters Score -1.560539e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 35873 members 
Mstep: Class 3 contains 12614 members 
Mstep: Class 4 contains 96092 members 
Mstep: Class 5 contains 18109 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17598 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13098 members 
Mstep: Class 10 contains 146718 members 
Mstep: Class 11 contains 42603 members 
Mstep: Class 12 contains 47717 members 
Mstep: Class 13 contains 24207 members 
Mstep: Class 14 contains 34919 members 
Mstep: Class 15 contains 181868 members 
Mstep: Class 16 contains 60744 members 
Mstep: Class 17 contains 200575 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151592 members 
Mstep: Class 21 contains 9166 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159567 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17550 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053904.000000 Penalty: 97997.882812
Iteration 232Q: 29 clusters Score -1.560539e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 35870 members 
Mstep: Class 3 contains 12614 members 
Mstep: Class 4 contains 96092 members 
Mstep: Class 5 contains 18111 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17597 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13098 members 
Mstep: Class 10 contains 146749 members 
Mstep: Class 11 contains 42603 members 
Mstep: Class 12 contains 47664 members 
Mstep: Class 13 contains 24206 members 
Mstep: Class 14 contains 34922 members 
Mstep: Class 15 contains 181908 members 
Mstep: Class 16 contains 60744 members 
Mstep: Class 17 contains 200582 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151574 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159562 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17548 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054112.000000 Penalty: 97997.882812
Iteration 233Q: 29 clusters Score -1.560541e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 35870 members 
Mstep: Class 3 contains 12614 members 
Mstep: Class 4 contains 96090 members 
Mstep: Class 5 contains 18115 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17594 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13099 members 
Mstep: Class 10 contains 146784 members 
Mstep: Class 11 contains 42599 members 
Mstep: Class 12 contains 47609 members 
Mstep: Class 13 contains 24209 members 
Mstep: Class 14 contains 34924 members 
Mstep: Class 15 contains 181942 members 
Mstep: Class 16 contains 60743 members 
Mstep: Class 17 contains 200583 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151565 members 
Mstep: Class 21 contains 9166 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159559 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17546 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054176.000000 Penalty: 97997.882812
Iteration 234Q: 29 clusters Score -1.560542e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 35871 members 
Mstep: Class 3 contains 12614 members 
Mstep: Class 4 contains 96090 members 
Mstep: Class 5 contains 18115 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17594 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13100 members 
Mstep: Class 10 contains 146839 members 
Mstep: Class 11 contains 42599 members 
Mstep: Class 12 contains 47544 members 
Mstep: Class 13 contains 24207 members 
Mstep: Class 14 contains 34927 members 
Mstep: Class 15 contains 181985 members 
Mstep: Class 16 contains 60741 members 
Mstep: Class 17 contains 200577 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151538 members 
Mstep: Class 21 contains 9166 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159557 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17543 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054192.000000 Penalty: 97997.882812
Iteration 235Q: 29 clusters Score -1.560542e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 35871 members 
Mstep: Class 3 contains 12615 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18117 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17592 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13100 members 
Mstep: Class 10 contains 146873 members 
Mstep: Class 11 contains 42599 members 
Mstep: Class 12 contains 47479 members 
Mstep: Class 13 contains 24205 members 
Mstep: Class 14 contains 34923 members 
Mstep: Class 15 contains 182049 members 
Mstep: Class 16 contains 60739 members 
Mstep: Class 17 contains 200580 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151520 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159558 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17538 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054112.000000 Penalty: 97997.882812
Iteration 236Q: 29 clusters Score -1.560541e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 35872 members 
Mstep: Class 3 contains 12615 members 
Mstep: Class 4 contains 96086 members 
Mstep: Class 5 contains 18118 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13101 members 
Mstep: Class 10 contains 146906 members 
Mstep: Class 11 contains 42601 members 
Mstep: Class 12 contains 47403 members 
Mstep: Class 13 contains 24204 members 
Mstep: Class 14 contains 34922 members 
Mstep: Class 15 contains 182108 members 
Mstep: Class 16 contains 60737 members 
Mstep: Class 17 contains 200581 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151507 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159557 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17539 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053968.000000 Penalty: 97997.882812
Iteration 237Q: 29 clusters Score -1.56054e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 35872 members 
Mstep: Class 3 contains 12615 members 
Mstep: Class 4 contains 96088 members 
Mstep: Class 5 contains 18118 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17586 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 13099 members 
Mstep: Class 10 contains 146950 members 
Mstep: Class 11 contains 42604 members 
Mstep: Class 12 contains 47341 members 
Mstep: Class 13 contains 24203 members 
Mstep: Class 14 contains 34919 members 
Mstep: Class 15 contains 182161 members 
Mstep: Class 16 contains 60735 members 
Mstep: Class 17 contains 200583 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151484 members 
Mstep: Class 21 contains 9161 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159552 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17539 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054048.000000 Penalty: 97997.882812
Iteration 238Q: 29 clusters Score -1.56054e+08 nChanged 218
Entering ConstructFrom: 
Score: -156054048.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (14001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Entering Unmasked Estep 
Score: -1637702.875000 Penalty: 2367.627197
	Iteration 0F: 2 clusters Score -1637703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1627467.750000 Penalty: 4735.254395
	Iteration 0F: 3 clusters Score -1627468 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1630902.625000 Penalty: 4735.254395
	Iteration 1F: 3 clusters Score -1630903 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1631401.375000 Penalty: 4735.254395
	Iteration 2F: 3 clusters Score -1631401 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1631898.625000 Penalty: 4735.254395
	Iteration 3F: 3 clusters Score -1631899 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1632401.125000 Penalty: 4735.254395
	Iteration 4F: 3 clusters Score -1632401 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1632962.625000 Penalty: 4735.254395
	Iteration 5F: 3 clusters Score -1632963 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1633524.375000 Penalty: 4735.254395
	Iteration 6F: 3 clusters Score -1633524 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1634092.500000 Penalty: 4735.254395
	Iteration 7Q: 3 clusters Score -1634092 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1634685.250000 Penalty: 4735.254395
	Iteration 8Q: 3 clusters Score -1634685 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1635145.625000 Penalty: 4735.254395
	Iteration 9Q: 3 clusters Score -1635146 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1635443.500000 Penalty: 4735.254395
	Iteration 10Q: 3 clusters Score -1635444 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1635626.125000 Penalty: 4735.254395
	Iteration 11Q: 3 clusters Score -1635626 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1635734.250000 Penalty: 4735.254395
	Iteration 12Q: 3 clusters Score -1635734 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1635812.625000 Penalty: 4735.254395
	Iteration 13Q: 3 clusters Score -1635813 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1635871.750000 Penalty: 4735.254395
	Iteration 14Q: 3 clusters Score -1635872 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1635925.500000 Penalty: 4735.254395
	Iteration 15Q: 3 clusters Score -1635926 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1635980.250000 Penalty: 4735.254395
	Iteration 16Q: 3 clusters Score -1635980 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1636029.750000 Penalty: 4735.254395
	Iteration 17Q: 3 clusters Score -1636030 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1636090.250000 Penalty: 4735.254395
	Iteration 18Q: 3 clusters Score -1636090 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1636189.000000 Penalty: 4735.254395
	Iteration 19Q: 3 clusters Score -1636189 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1636313.125000 Penalty: 4735.254395
	Iteration 20F: 3 clusters Score -1636313 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1636449.125000 Penalty: 4735.254395
	Iteration 21Q: 3 clusters Score -1636449 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1636540.000000 Penalty: 4735.254395
	Iteration 22Q: 3 clusters Score -1636540 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1636596.000000 Penalty: 4735.254395
	Iteration 23Q: 3 clusters Score -1636596 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1636625.125000 Penalty: 4735.254395
	Iteration 24Q: 3 clusters Score -1636625 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1636649.500000 Penalty: 4735.254395
	Iteration 25Q: 3 clusters Score -1636650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1636668.625000 Penalty: 4735.254395
	Iteration 26Q: 3 clusters Score -1636669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1636679.000000 Penalty: 4735.254395
	Iteration 27Q: 3 clusters Score -1636679 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1636686.250000 Penalty: 4735.254395
	Iteration 28Q: 3 clusters Score -1636686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1636695.750000 Penalty: 4735.254395
	Iteration 29Q: 3 clusters Score -1636696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1636702.750000 Penalty: 4735.254395
	Iteration 30Q: 3 clusters Score -1636703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1636711.750000 Penalty: 4735.254395
	Iteration 31Q: 3 clusters Score -1636712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1636712.500000 Penalty: 4735.254395
	Iteration 32Q: 3 clusters Score -1636712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1636713.750000 Penalty: 4735.254395
	Iteration 33Q: 3 clusters Score -1636714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1636717.750000 Penalty: 4735.254395
	Iteration 34Q: 3 clusters Score -1636718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1636718.875000 Penalty: 4735.254395
	Iteration 35Q: 3 clusters Score -1636719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1636715.500000 Penalty: 4735.254395
	Iteration 36Q: 3 clusters Score -1636716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1636716.500000 Penalty: 4735.254395
	Iteration 37Q: 3 clusters Score -1636716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1636719.375000 Penalty: 4735.254395
	Iteration 38Q: 3 clusters Score -1636719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1636719.125000 Penalty: 4735.254395
	Iteration 39Q: 3 clusters Score -1636719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1636720.375000 Penalty: 4735.254395
	Iteration 40F: 3 clusters Score -1636720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Entering Unmasked Estep 
Score: -4293242.000000 Penalty: 2600.925049
	Iteration 0F: 2 clusters Score -4293242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -4268844.000000 Penalty: 5201.850098
	Iteration 0F: 3 clusters Score -4268844 nChanged 16412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -4277649.500000 Penalty: 5201.850098
	Iteration 1F: 3 clusters Score -4277650 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4278282.000000 Penalty: 5201.850098
	Iteration 2Q: 3 clusters Score -4278282 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -4279060.500000 Penalty: 5201.850098
	Iteration 3Q: 3 clusters Score -4279060 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -4280252.500000 Penalty: 5201.850098
	Iteration 4F: 3 clusters Score -4280252 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -4281925.500000 Penalty: 5201.850098
	Iteration 5F: 3 clusters Score -4281926 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -4284100.500000 Penalty: 5201.850098
	Iteration 6F: 3 clusters Score -4284100 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -4286419.000000 Penalty: 5201.850098
	Iteration 7F: 3 clusters Score -4286419 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -4288258.000000 Penalty: 5201.850098
	Iteration 8F: 3 clusters Score -4288258 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -4289485.500000 Penalty: 5201.850098
	Iteration 9Q: 3 clusters Score -4289486 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -4290157.500000 Penalty: 5201.850098
	Iteration 10Q: 3 clusters Score -4290158 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -4290508.000000 Penalty: 5201.850098
	Iteration 11Q: 3 clusters Score -4290508 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -4290735.500000 Penalty: 5201.850098
	Iteration 12Q: 3 clusters Score -4290736 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4290897.000000 Penalty: 5201.850098
	Iteration 13Q: 3 clusters Score -4290897 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4291019.000000 Penalty: 5201.850098
	Iteration 14Q: 3 clusters Score -4291019 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -4291116.000000 Penalty: 5201.850098
	Iteration 15Q: 3 clusters Score -4291116 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -4291184.000000 Penalty: 5201.850098
	Iteration 16Q: 3 clusters Score -4291184 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -4291263.000000 Penalty: 5201.850098
	Iteration 17Q: 3 clusters Score -4291263 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -4291319.000000 Penalty: 5201.850098
	Iteration 18Q: 3 clusters Score -4291319 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -4291392.500000 Penalty: 5201.850098
	Iteration 19Q: 3 clusters Score -4291392 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4291470.000000 Penalty: 5201.850098
	Iteration 20F: 3 clusters Score -4291470 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4291523.500000 Penalty: 5201.850098
	Iteration 21Q: 3 clusters Score -4291524 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -4291551.500000 Penalty: 5201.850098
	Iteration 22Q: 3 clusters Score -4291552 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -4291575.000000 Penalty: 5201.850098
	Iteration 23Q: 3 clusters Score -4291575 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -4291594.000000 Penalty: 5201.850098
	Iteration 24Q: 3 clusters Score -4291594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4291613.500000 Penalty: 5201.850098
	Iteration 25Q: 3 clusters Score -4291614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -4291621.500000 Penalty: 5201.850098
	Iteration 26Q: 3 clusters Score -4291622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -4291633.500000 Penalty: 5201.850098
	Iteration 27Q: 3 clusters Score -4291634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -4291633.500000 Penalty: 5201.850098
	Iteration 28Q: 3 clusters Score -4291634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -4291632.500000 Penalty: 5201.850098
	Iteration 29Q: 3 clusters Score -4291632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4291637.500000 Penalty: 5201.850098
	Iteration 30Q: 3 clusters Score -4291638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4291645.000000 Penalty: 5201.850098
	Iteration 31Q: 3 clusters Score -4291645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4291648.000000 Penalty: 5201.850098
	Iteration 32Q: 3 clusters Score -4291648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4291653.000000 Penalty: 5201.850098
	Iteration 33Q: 3 clusters Score -4291653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -4291658.500000 Penalty: 5201.850098
	Iteration 34Q: 3 clusters Score -4291658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -4291666.000000 Penalty: 5201.850098
	Iteration 35Q: 3 clusters Score -4291666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -4291675.000000 Penalty: 5201.850098
	Iteration 36Q: 3 clusters Score -4291675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4291686.000000 Penalty: 5201.850098
	Iteration 37Q: 3 clusters Score -4291686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4291684.500000 Penalty: 5201.850098
	Iteration 38Q: 3 clusters Score -4291684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4291695.500000 Penalty: 5201.850098
	Iteration 39Q: 3 clusters Score -4291696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -4291700.000000 Penalty: 5201.850098
	Iteration 40F: 3 clusters Score -4291700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -4291703.000000 Penalty: 5201.850098
	Iteration 41Q: 3 clusters Score -4291703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -4291711.500000 Penalty: 5201.850098
	Iteration 42Q: 3 clusters Score -4291712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -4291719.000000 Penalty: 5201.850098
	Iteration 43Q: 3 clusters Score -4291719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -4291718.000000 Penalty: 5201.850098
	Iteration 44Q: 3 clusters Score -4291718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -4291722.500000 Penalty: 5201.850098
	Iteration 45Q: 3 clusters Score -4291722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4291723.000000 Penalty: 5201.850098
	Iteration 46Q: 3 clusters Score -4291723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -4291723.000000 Penalty: 5201.850098
	Iteration 47Q: 3 clusters Score -4291723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -4291725.000000 Penalty: 5201.850098
	Iteration 48Q: 3 clusters Score -4291725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -4291725.000000 Penalty: 5201.850098
	Iteration 49Q: 3 clusters Score -4291725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -4291727.000000 Penalty: 5201.850098
	Iteration 50Q: 3 clusters Score -4291727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -4291723.500000 Penalty: 5201.850098
	Iteration 51Q: 3 clusters Score -4291724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -4291720.500000 Penalty: 5201.850098
	Iteration 52Q: 3 clusters Score -4291720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4291732.000000 Penalty: 5201.850098
	Iteration 53Q: 3 clusters Score -4291732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -4291729.000000 Penalty: 5201.850098
	Iteration 54Q: 3 clusters Score -4291729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -4291733.000000 Penalty: 5201.850098
	Iteration 55Q: 3 clusters Score -4291733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -4291734.500000 Penalty: 5201.850098
	Iteration 56Q: 3 clusters Score -4291734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4291739.500000 Penalty: 5201.850098
	Iteration 57Q: 3 clusters Score -4291740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -4291739.500000 Penalty: 5201.850098
	Iteration 58Q: 3 clusters Score -4291740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -4291738.000000 Penalty: 5201.850098
	Iteration 59Q: 3 clusters Score -4291738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4291734.000000 Penalty: 5201.850098
	Iteration 60F: 3 clusters Score -4291734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -4291736.000000 Penalty: 5201.850098
	Iteration 61Q: 3 clusters Score -4291736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -4291738.000000 Penalty: 5201.850098
	Iteration 62Q: 3 clusters Score -4291738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -4291738.000000 Penalty: 5201.850098
	Iteration 63F: 3 clusters Score -4291738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Entering Unmasked Estep 
Score: -1469059.750000 Penalty: 2341.775391
	Iteration 0F: 2 clusters Score -1469060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1459694.750000 Penalty: 4683.550781
	Iteration 0F: 3 clusters Score -1459695 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1462550.500000 Penalty: 4683.550781
	Iteration 1F: 3 clusters Score -1462550 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1462960.625000 Penalty: 4683.550781
	Iteration 2F: 3 clusters Score -1462961 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1463318.125000 Penalty: 4683.550781
	Iteration 3F: 3 clusters Score -1463318 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1463636.000000 Penalty: 4683.550781
	Iteration 4Q: 3 clusters Score -1463636 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1463901.250000 Penalty: 4683.550781
	Iteration 5Q: 3 clusters Score -1463901 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1464142.125000 Penalty: 4683.550781
	Iteration 6Q: 3 clusters Score -1464142 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1464382.250000 Penalty: 4683.550781
	Iteration 7Q: 3 clusters Score -1464382 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1464634.375000 Penalty: 4683.550781
	Iteration 8Q: 3 clusters Score -1464634 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1464862.250000 Penalty: 4683.550781
	Iteration 9Q: 3 clusters Score -1464862 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1465080.375000 Penalty: 4683.550781
	Iteration 10Q: 3 clusters Score -1465080 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1465272.375000 Penalty: 4683.550781
	Iteration 11Q: 3 clusters Score -1465272 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1465450.500000 Penalty: 4683.550781
	Iteration 12Q: 3 clusters Score -1465450 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1465606.375000 Penalty: 4683.550781
	Iteration 13Q: 3 clusters Score -1465606 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1465764.500000 Penalty: 4683.550781
	Iteration 14Q: 3 clusters Score -1465764 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1465904.375000 Penalty: 4683.550781
	Iteration 15Q: 3 clusters Score -1465904 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1466042.125000 Penalty: 4683.550781
	Iteration 16Q: 3 clusters Score -1466042 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1466167.750000 Penalty: 4683.550781
	Iteration 17Q: 3 clusters Score -1466168 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1466261.750000 Penalty: 4683.550781
	Iteration 18Q: 3 clusters Score -1466262 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1466350.500000 Penalty: 4683.550781
	Iteration 19Q: 3 clusters Score -1466350 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1466421.500000 Penalty: 4683.550781
	Iteration 20F: 3 clusters Score -1466422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1466470.875000 Penalty: 4683.550781
	Iteration 21Q: 3 clusters Score -1466471 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1466526.375000 Penalty: 4683.550781
	Iteration 22Q: 3 clusters Score -1466526 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1466594.000000 Penalty: 4683.550781
	Iteration 23Q: 3 clusters Score -1466594 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1466639.500000 Penalty: 4683.550781
	Iteration 24Q: 3 clusters Score -1466640 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1466684.500000 Penalty: 4683.550781
	Iteration 25Q: 3 clusters Score -1466684 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1466728.625000 Penalty: 4683.550781
	Iteration 26Q: 3 clusters Score -1466729 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1466758.000000 Penalty: 4683.550781
	Iteration 27Q: 3 clusters Score -1466758 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1466790.500000 Penalty: 4683.550781
	Iteration 28Q: 3 clusters Score -1466790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1466825.875000 Penalty: 4683.550781
	Iteration 29Q: 3 clusters Score -1466826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1466853.500000 Penalty: 4683.550781
	Iteration 30Q: 3 clusters Score -1466854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1466877.250000 Penalty: 4683.550781
	Iteration 31Q: 3 clusters Score -1466877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1466894.625000 Penalty: 4683.550781
	Iteration 32Q: 3 clusters Score -1466895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1466927.000000 Penalty: 4683.550781
	Iteration 33Q: 3 clusters Score -1466927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1466944.625000 Penalty: 4683.550781
	Iteration 34Q: 3 clusters Score -1466945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1466965.250000 Penalty: 4683.550781
	Iteration 35Q: 3 clusters Score -1466965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1466980.625000 Penalty: 4683.550781
	Iteration 36Q: 3 clusters Score -1466981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1466997.500000 Penalty: 4683.550781
	Iteration 37Q: 3 clusters Score -1466998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1467009.125000 Penalty: 4683.550781
	Iteration 38Q: 3 clusters Score -1467009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1467013.000000 Penalty: 4683.550781
	Iteration 39Q: 3 clusters Score -1467013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1467019.375000 Penalty: 4683.550781
	Iteration 40F: 3 clusters Score -1467019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1467022.125000 Penalty: 4683.550781
	Iteration 41Q: 3 clusters Score -1467022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1467024.250000 Penalty: 4683.550781
	Iteration 42Q: 3 clusters Score -1467024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1467023.625000 Penalty: 4683.550781
	Iteration 43Q: 3 clusters Score -1467024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1467023.625000 Penalty: 4683.550781
	Iteration 44F: 3 clusters Score -1467024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (96090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Entering Unmasked Estep 
Score: -11461334.000000 Penalty: 2845.313965
	Iteration 0F: 2 clusters Score -1.146133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -11397003.000000 Penalty: 5690.627930
	Iteration 0F: 3 clusters Score -1.1397e+07 nChanged 45568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -11422630.000000 Penalty: 5690.627930
	Iteration 1F: 3 clusters Score -1.142263e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -11423348.000000 Penalty: 5690.627930
	Iteration 2Q: 3 clusters Score -1.142335e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -11424063.000000 Penalty: 5690.627930
	Iteration 3Q: 3 clusters Score -1.142406e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -11424881.000000 Penalty: 5690.627930
	Iteration 4Q: 3 clusters Score -1.142488e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -11425929.000000 Penalty: 5690.627930
	Iteration 5Q: 3 clusters Score -1.142593e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -11427416.000000 Penalty: 5690.627930
	Iteration 6Q: 3 clusters Score -1.142742e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -11429857.000000 Penalty: 5690.627930
	Iteration 7Q: 3 clusters Score -1.142986e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68350 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -11434013.000000 Penalty: 5690.627930
	Iteration 8F: 3 clusters Score -1.143401e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76067 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -11440329.000000 Penalty: 5690.627930
	Iteration 9F: 3 clusters Score -1.144033e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -11448150.000000 Penalty: 5690.627930
	Iteration 10F: 3 clusters Score -1.144815e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -11454628.000000 Penalty: 5690.627930
	Iteration 11F: 3 clusters Score -1.145463e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94032 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -11457482.000000 Penalty: 5690.627930
	Iteration 12Q: 3 clusters Score -1.145748e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -11458422.000000 Penalty: 5690.627930
	Iteration 13Q: 3 clusters Score -1.145842e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95436 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -11458738.000000 Penalty: 5690.627930
	Iteration 14Q: 3 clusters Score -1.145874e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95532 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11458865.000000 Penalty: 5690.627930
	Iteration 15Q: 3 clusters Score -1.145886e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11458942.000000 Penalty: 5690.627930
	Iteration 16Q: 3 clusters Score -1.145894e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11458991.000000 Penalty: 5690.627930
	Iteration 17Q: 3 clusters Score -1.145899e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95619 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11459016.000000 Penalty: 5690.627930
	Iteration 18Q: 3 clusters Score -1.145902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95633 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11459047.000000 Penalty: 5690.627930
	Iteration 19Q: 3 clusters Score -1.145905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95638 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11459048.000000 Penalty: 5690.627930
	Iteration 20F: 3 clusters Score -1.145905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95641 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11459049.000000 Penalty: 5690.627930
	Iteration 21Q: 3 clusters Score -1.145905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11459044.000000 Penalty: 5690.627930
	Iteration 22Q: 3 clusters Score -1.145904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11459051.000000 Penalty: 5690.627930
	Iteration 23Q: 3 clusters Score -1.145905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11459056.000000 Penalty: 5690.627930
	Iteration 24Q: 3 clusters Score -1.145906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95649 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11459061.000000 Penalty: 5690.627930
	Iteration 25Q: 3 clusters Score -1.145906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95651 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11459074.000000 Penalty: 5690.627930
	Iteration 26Q: 3 clusters Score -1.145907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95652 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11459064.000000 Penalty: 5690.627930
	Iteration 27Q: 3 clusters Score -1.145906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95651 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11459056.000000 Penalty: 5690.627930
	Iteration 28Q: 3 clusters Score -1.145906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95651 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11459056.000000 Penalty: 5690.627930
	Iteration 29F: 3 clusters Score -1.145906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Entering Unmasked Estep 
Score: -2187775.250000 Penalty: 2431.583252
	Iteration 0F: 2 clusters Score -2187775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2174832.250000 Penalty: 4863.166504
	Iteration 0F: 3 clusters Score -2174832 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2179018.250000 Penalty: 4863.166504
	Iteration 1F: 3 clusters Score -2179018 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2179374.500000 Penalty: 4863.166504
	Iteration 2F: 3 clusters Score -2179374 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2179701.500000 Penalty: 4863.166504
	Iteration 3Q: 3 clusters Score -2179702 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2180009.500000 Penalty: 4863.166504
	Iteration 4Q: 3 clusters Score -2180010 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2180360.500000 Penalty: 4863.166504
	Iteration 5Q: 3 clusters Score -2180360 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2180781.750000 Penalty: 4863.166504
	Iteration 6Q: 3 clusters Score -2180782 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2181247.750000 Penalty: 4863.166504
	Iteration 7Q: 3 clusters Score -2181248 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2181756.750000 Penalty: 4863.166504
	Iteration 8Q: 3 clusters Score -2181757 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2182352.750000 Penalty: 4863.166504
	Iteration 9Q: 3 clusters Score -2182353 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2182884.250000 Penalty: 4863.166504
	Iteration 10Q: 3 clusters Score -2182884 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2183321.750000 Penalty: 4863.166504
	Iteration 11Q: 3 clusters Score -2183322 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2183673.500000 Penalty: 4863.166504
	Iteration 12Q: 3 clusters Score -2183674 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2183923.000000 Penalty: 4863.166504
	Iteration 13Q: 3 clusters Score -2183923 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2184121.250000 Penalty: 4863.166504
	Iteration 14Q: 3 clusters Score -2184121 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2184281.500000 Penalty: 4863.166504
	Iteration 15Q: 3 clusters Score -2184282 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2184413.250000 Penalty: 4863.166504
	Iteration 16Q: 3 clusters Score -2184413 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2184503.750000 Penalty: 4863.166504
	Iteration 17Q: 3 clusters Score -2184504 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2184585.500000 Penalty: 4863.166504
	Iteration 18Q: 3 clusters Score -2184586 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2184623.000000 Penalty: 4863.166504
	Iteration 19Q: 3 clusters Score -2184623 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2184679.250000 Penalty: 4863.166504
	Iteration 20F: 3 clusters Score -2184679 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2184715.000000 Penalty: 4863.166504
	Iteration 21Q: 3 clusters Score -2184715 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2184749.500000 Penalty: 4863.166504
	Iteration 22Q: 3 clusters Score -2184750 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2184787.750000 Penalty: 4863.166504
	Iteration 23Q: 3 clusters Score -2184788 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2184817.750000 Penalty: 4863.166504
	Iteration 24Q: 3 clusters Score -2184818 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2184847.750000 Penalty: 4863.166504
	Iteration 25Q: 3 clusters Score -2184848 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2184869.500000 Penalty: 4863.166504
	Iteration 26Q: 3 clusters Score -2184870 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2184884.750000 Penalty: 4863.166504
	Iteration 27Q: 3 clusters Score -2184885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2184895.000000 Penalty: 4863.166504
	Iteration 28Q: 3 clusters Score -2184895 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2184916.500000 Penalty: 4863.166504
	Iteration 29Q: 3 clusters Score -2184916 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2184934.750000 Penalty: 4863.166504
	Iteration 30Q: 3 clusters Score -2184935 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2184957.250000 Penalty: 4863.166504
	Iteration 31Q: 3 clusters Score -2184957 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2184976.000000 Penalty: 4863.166504
	Iteration 32Q: 3 clusters Score -2184976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2184997.500000 Penalty: 4863.166504
	Iteration 33Q: 3 clusters Score -2184998 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2185016.000000 Penalty: 4863.166504
	Iteration 34Q: 3 clusters Score -2185016 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2185038.250000 Penalty: 4863.166504
	Iteration 35Q: 3 clusters Score -2185038 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2185075.000000 Penalty: 4863.166504
	Iteration 36Q: 3 clusters Score -2185075 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2185111.750000 Penalty: 4863.166504
	Iteration 37Q: 3 clusters Score -2185112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2185146.250000 Penalty: 4863.166504
	Iteration 38Q: 3 clusters Score -2185146 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2185183.500000 Penalty: 4863.166504
	Iteration 39Q: 3 clusters Score -2185184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2185213.750000 Penalty: 4863.166504
	Iteration 40F: 3 clusters Score -2185214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2185231.750000 Penalty: 4863.166504
	Iteration 41Q: 3 clusters Score -2185232 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2185250.000000 Penalty: 4863.166504
	Iteration 42Q: 3 clusters Score -2185250 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2185278.750000 Penalty: 4863.166504
	Iteration 43Q: 3 clusters Score -2185279 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2185306.500000 Penalty: 4863.166504
	Iteration 44Q: 3 clusters Score -2185306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2185344.500000 Penalty: 4863.166504
	Iteration 45Q: 3 clusters Score -2185344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2185369.750000 Penalty: 4863.166504
	Iteration 46Q: 3 clusters Score -2185370 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2185402.000000 Penalty: 4863.166504
	Iteration 47Q: 3 clusters Score -2185402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2185428.000000 Penalty: 4863.166504
	Iteration 48Q: 3 clusters Score -2185428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2185470.000000 Penalty: 4863.166504
	Iteration 49Q: 3 clusters Score -2185470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2185494.250000 Penalty: 4863.166504
	Iteration 50Q: 3 clusters Score -2185494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2185515.250000 Penalty: 4863.166504
	Iteration 51Q: 3 clusters Score -2185515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2185523.000000 Penalty: 4863.166504
	Iteration 52Q: 3 clusters Score -2185523 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2185536.750000 Penalty: 4863.166504
	Iteration 53Q: 3 clusters Score -2185537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2185554.750000 Penalty: 4863.166504
	Iteration 54Q: 3 clusters Score -2185555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2185572.500000 Penalty: 4863.166504
	Iteration 55Q: 3 clusters Score -2185572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2185591.500000 Penalty: 4863.166504
	Iteration 56Q: 3 clusters Score -2185592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2185604.000000 Penalty: 4863.166504
	Iteration 57Q: 3 clusters Score -2185604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2185616.750000 Penalty: 4863.166504
	Iteration 58Q: 3 clusters Score -2185617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2185626.500000 Penalty: 4863.166504
	Iteration 59Q: 3 clusters Score -2185626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2185632.500000 Penalty: 4863.166504
	Iteration 60F: 3 clusters Score -2185632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2185642.250000 Penalty: 4863.166504
	Iteration 61Q: 3 clusters Score -2185642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2185647.500000 Penalty: 4863.166504
	Iteration 62Q: 3 clusters Score -2185648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2185655.000000 Penalty: 4863.166504
	Iteration 63Q: 3 clusters Score -2185655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2185663.250000 Penalty: 4863.166504
	Iteration 64Q: 3 clusters Score -2185663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2185663.000000 Penalty: 4863.166504
	Iteration 65Q: 3 clusters Score -2185663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2185666.250000 Penalty: 4863.166504
	Iteration 66Q: 3 clusters Score -2185666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2185672.000000 Penalty: 4863.166504
	Iteration 67Q: 3 clusters Score -2185672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2185674.250000 Penalty: 4863.166504
	Iteration 68Q: 3 clusters Score -2185674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2185677.250000 Penalty: 4863.166504
	Iteration 69Q: 3 clusters Score -2185677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2185681.500000 Penalty: 4863.166504
	Iteration 70Q: 3 clusters Score -2185682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2185685.250000 Penalty: 4863.166504
	Iteration 71Q: 3 clusters Score -2185685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2185692.000000 Penalty: 4863.166504
	Iteration 72Q: 3 clusters Score -2185692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2185690.000000 Penalty: 4863.166504
	Iteration 73Q: 3 clusters Score -2185690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2185692.250000 Penalty: 4863.166504
	Iteration 74Q: 3 clusters Score -2185692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2185696.750000 Penalty: 4863.166504
	Iteration 75Q: 3 clusters Score -2185697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2185698.500000 Penalty: 4863.166504
	Iteration 76Q: 3 clusters Score -2185698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2185702.500000 Penalty: 4863.166504
	Iteration 77Q: 3 clusters Score -2185702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2185703.500000 Penalty: 4863.166504
	Iteration 78Q: 3 clusters Score -2185704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2185710.250000 Penalty: 4863.166504
	Iteration 79Q: 3 clusters Score -2185710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2185708.250000 Penalty: 4863.166504
	Iteration 80F: 3 clusters Score -2185708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2185709.750000 Penalty: 4863.166504
	Iteration 81Q: 3 clusters Score -2185710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2185710.500000 Penalty: 4863.166504
	Iteration 82Q: 3 clusters Score -2185710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2185718.250000 Penalty: 4863.166504
	Iteration 83Q: 3 clusters Score -2185718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2185715.000000 Penalty: 4863.166504
	Iteration 84Q: 3 clusters Score -2185715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2185714.250000 Penalty: 4863.166504
	Iteration 85Q: 3 clusters Score -2185714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2185715.750000 Penalty: 4863.166504
	Iteration 86Q: 3 clusters Score -2185716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2185715.750000 Penalty: 4863.166504
	Iteration 87F: 3 clusters Score -2185716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Entering Unmasked Estep 
Score: -1202121.500000 Penalty: 2291.927979
	Iteration 0F: 2 clusters Score -1202122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1194244.625000 Penalty: 4583.855957
	Iteration 0F: 3 clusters Score -1194245 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1196678.250000 Penalty: 4583.855957
	Iteration 1F: 3 clusters Score -1196678 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1197108.750000 Penalty: 4583.855957
	Iteration 2F: 3 clusters Score -1197109 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1197445.625000 Penalty: 4583.855957
	Iteration 3F: 3 clusters Score -1197446 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1197696.500000 Penalty: 4583.855957
	Iteration 4Q: 3 clusters Score -1197696 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1197875.625000 Penalty: 4583.855957
	Iteration 5Q: 3 clusters Score -1197876 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1198037.750000 Penalty: 4583.855957
	Iteration 6Q: 3 clusters Score -1198038 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1198195.500000 Penalty: 4583.855957
	Iteration 7Q: 3 clusters Score -1198196 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1198335.125000 Penalty: 4583.855957
	Iteration 8Q: 3 clusters Score -1198335 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1198505.750000 Penalty: 4583.855957
	Iteration 9Q: 3 clusters Score -1198506 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1198712.500000 Penalty: 4583.855957
	Iteration 10Q: 3 clusters Score -1198712 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1198965.875000 Penalty: 4583.855957
	Iteration 11Q: 3 clusters Score -1198966 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1199297.625000 Penalty: 4583.855957
	Iteration 12Q: 3 clusters Score -1199298 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1199722.250000 Penalty: 4583.855957
	Iteration 13Q: 3 clusters Score -1199722 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1200104.250000 Penalty: 4583.855957
	Iteration 14Q: 3 clusters Score -1200104 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1200394.750000 Penalty: 4583.855957
	Iteration 15Q: 3 clusters Score -1200395 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1200539.250000 Penalty: 4583.855957
	Iteration 16Q: 3 clusters Score -1200539 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1200645.750000 Penalty: 4583.855957
	Iteration 17Q: 3 clusters Score -1200646 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1200687.250000 Penalty: 4583.855957
	Iteration 18Q: 3 clusters Score -1200687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1200725.000000 Penalty: 4583.855957
	Iteration 19Q: 3 clusters Score -1200725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1200760.375000 Penalty: 4583.855957
	Iteration 20F: 3 clusters Score -1200760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1200790.125000 Penalty: 4583.855957
	Iteration 21Q: 3 clusters Score -1200790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1200824.125000 Penalty: 4583.855957
	Iteration 22Q: 3 clusters Score -1200824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1200845.875000 Penalty: 4583.855957
	Iteration 23Q: 3 clusters Score -1200846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1200867.625000 Penalty: 4583.855957
	Iteration 24Q: 3 clusters Score -1200868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1200886.000000 Penalty: 4583.855957
	Iteration 25Q: 3 clusters Score -1200886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1200904.500000 Penalty: 4583.855957
	Iteration 26Q: 3 clusters Score -1200904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1200928.750000 Penalty: 4583.855957
	Iteration 27Q: 3 clusters Score -1200929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1200942.375000 Penalty: 4583.855957
	Iteration 28Q: 3 clusters Score -1200942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1200958.250000 Penalty: 4583.855957
	Iteration 29Q: 3 clusters Score -1200958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1200966.000000 Penalty: 4583.855957
	Iteration 30Q: 3 clusters Score -1200966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1200975.750000 Penalty: 4583.855957
	Iteration 31Q: 3 clusters Score -1200976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1200981.625000 Penalty: 4583.855957
	Iteration 32Q: 3 clusters Score -1200982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1200981.375000 Penalty: 4583.855957
	Iteration 33Q: 3 clusters Score -1200981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1200983.125000 Penalty: 4583.855957
	Iteration 34Q: 3 clusters Score -1200983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1200984.250000 Penalty: 4583.855957
	Iteration 35Q: 3 clusters Score -1200984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1200985.875000 Penalty: 4583.855957
	Iteration 36Q: 3 clusters Score -1200986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1200988.000000 Penalty: 4583.855957
	Iteration 37Q: 3 clusters Score -1200988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1200988.625000 Penalty: 4583.855957
	Iteration 38Q: 3 clusters Score -1200989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1200987.125000 Penalty: 4583.855957
	Iteration 39Q: 3 clusters Score -1200987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1200987.125000 Penalty: 4583.855957
	Iteration 40F: 3 clusters Score -1200987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Entering Unmasked Estep 
Score: -2106203.250000 Penalty: 2424.122559
	Iteration 0F: 2 clusters Score -2106203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2093746.750000 Penalty: 4848.245117
	Iteration 0F: 3 clusters Score -2093747 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2097705.000000 Penalty: 4848.245117
	Iteration 1F: 3 clusters Score -2097705 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2098162.750000 Penalty: 4848.245117
	Iteration 2F: 3 clusters Score -2098163 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2098585.250000 Penalty: 4848.245117
	Iteration 3F: 3 clusters Score -2098585 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2099087.250000 Penalty: 4848.245117
	Iteration 4F: 3 clusters Score -2099087 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2099763.250000 Penalty: 4848.245117
	Iteration 5F: 3 clusters Score -2099763 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2100610.500000 Penalty: 4848.245117
	Iteration 6F: 3 clusters Score -2100610 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2101608.750000 Penalty: 4848.245117
	Iteration 7F: 3 clusters Score -2101609 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2102596.500000 Penalty: 4848.245117
	Iteration 8F: 3 clusters Score -2102596 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2103379.250000 Penalty: 4848.245117
	Iteration 9Q: 3 clusters Score -2103379 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2103825.250000 Penalty: 4848.245117
	Iteration 10Q: 3 clusters Score -2103825 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2104081.250000 Penalty: 4848.245117
	Iteration 11Q: 3 clusters Score -2104081 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2104213.000000 Penalty: 4848.245117
	Iteration 12Q: 3 clusters Score -2104213 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2104311.500000 Penalty: 4848.245117
	Iteration 13Q: 3 clusters Score -2104312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2104360.000000 Penalty: 4848.245117
	Iteration 14Q: 3 clusters Score -2104360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2104390.750000 Penalty: 4848.245117
	Iteration 15Q: 3 clusters Score -2104391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2104404.000000 Penalty: 4848.245117
	Iteration 16Q: 3 clusters Score -2104404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2104415.750000 Penalty: 4848.245117
	Iteration 17Q: 3 clusters Score -2104416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2104419.500000 Penalty: 4848.245117
	Iteration 18Q: 3 clusters Score -2104420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2104427.500000 Penalty: 4848.245117
	Iteration 19Q: 3 clusters Score -2104428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2104434.500000 Penalty: 4848.245117
	Iteration 20F: 3 clusters Score -2104434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2104440.750000 Penalty: 4848.245117
	Iteration 21Q: 3 clusters Score -2104441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2104442.500000 Penalty: 4848.245117
	Iteration 22Q: 3 clusters Score -2104442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2104450.750000 Penalty: 4848.245117
	Iteration 23Q: 3 clusters Score -2104451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2104452.750000 Penalty: 4848.245117
	Iteration 24Q: 3 clusters Score -2104453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2104457.000000 Penalty: 4848.245117
	Iteration 25Q: 3 clusters Score -2104457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2104461.250000 Penalty: 4848.245117
	Iteration 26Q: 3 clusters Score -2104461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2104464.000000 Penalty: 4848.245117
	Iteration 27Q: 3 clusters Score -2104464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2104467.750000 Penalty: 4848.245117
	Iteration 28Q: 3 clusters Score -2104468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2104472.250000 Penalty: 4848.245117
	Iteration 29Q: 3 clusters Score -2104472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2104470.500000 Penalty: 4848.245117
	Iteration 30Q: 3 clusters Score -2104470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2104474.000000 Penalty: 4848.245117
	Iteration 31Q: 3 clusters Score -2104474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2104475.750000 Penalty: 4848.245117
	Iteration 32Q: 3 clusters Score -2104476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2104474.750000 Penalty: 4848.245117
	Iteration 33Q: 3 clusters Score -2104475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2104476.750000 Penalty: 4848.245117
	Iteration 34Q: 3 clusters Score -2104477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2104476.750000 Penalty: 4848.245117
	Iteration 35F: 3 clusters Score -2104477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Entering Unmasked Estep 
Score: -386807.250000 Penalty: 2012.129639
	Iteration 0F: 2 clusters Score -386807.2 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 1627 members 
Entering Unmasked Estep 
Score: -383400.062500 Penalty: 4024.259277
	Iteration 0F: 3 clusters Score -383400.1 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -384108.593750 Penalty: 4024.259277
	Iteration 1F: 3 clusters Score -384108.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -384246.625000 Penalty: 4024.259277
	Iteration 2F: 3 clusters Score -384246.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -384329.687500 Penalty: 4024.259277
	Iteration 3Q: 3 clusters Score -384329.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -384390.750000 Penalty: 4024.259277
	Iteration 4Q: 3 clusters Score -384390.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -384436.218750 Penalty: 4024.259277
	Iteration 5Q: 3 clusters Score -384436.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -384460.781250 Penalty: 4024.259277
	Iteration 6Q: 3 clusters Score -384460.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -384479.593750 Penalty: 4024.259277
	Iteration 7Q: 3 clusters Score -384479.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -384496.250000 Penalty: 4024.259277
	Iteration 8Q: 3 clusters Score -384496.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -384518.468750 Penalty: 4024.259277
	Iteration 9Q: 3 clusters Score -384518.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -384532.312500 Penalty: 4024.259277
	Iteration 10Q: 3 clusters Score -384532.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -384542.375000 Penalty: 4024.259277
	Iteration 11Q: 3 clusters Score -384542.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -384553.000000 Penalty: 4024.259277
	Iteration 12Q: 3 clusters Score -384553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -384565.375000 Penalty: 4024.259277
	Iteration 13Q: 3 clusters Score -384565.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -384571.156250 Penalty: 4024.259277
	Iteration 14Q: 3 clusters Score -384571.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -384577.625000 Penalty: 4024.259277
	Iteration 15Q: 3 clusters Score -384577.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -384581.468750 Penalty: 4024.259277
	Iteration 16Q: 3 clusters Score -384581.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -384585.562500 Penalty: 4024.259277
	Iteration 17Q: 3 clusters Score -384585.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -384590.937500 Penalty: 4024.259277
	Iteration 18Q: 3 clusters Score -384590.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -384597.062500 Penalty: 4024.259277
	Iteration 19Q: 3 clusters Score -384597.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -384606.750000 Penalty: 4024.259277
	Iteration 20F: 3 clusters Score -384606.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -384614.406250 Penalty: 4024.259277
	Iteration 21Q: 3 clusters Score -384614.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -384619.843750 Penalty: 4024.259277
	Iteration 22Q: 3 clusters Score -384619.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -384625.093750 Penalty: 4024.259277
	Iteration 23Q: 3 clusters Score -384625.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -384628.187500 Penalty: 4024.259277
	Iteration 24Q: 3 clusters Score -384628.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -384630.968750 Penalty: 4024.259277
	Iteration 25Q: 3 clusters Score -384631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -384633.187500 Penalty: 4024.259277
	Iteration 26Q: 3 clusters Score -384633.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -384634.781250 Penalty: 4024.259277
	Iteration 27Q: 3 clusters Score -384634.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -384639.312500 Penalty: 4024.259277
	Iteration 28Q: 3 clusters Score -384639.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -384643.593750 Penalty: 4024.259277
	Iteration 29Q: 3 clusters Score -384643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -384646.406250 Penalty: 4024.259277
	Iteration 30Q: 3 clusters Score -384646.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -384649.312500 Penalty: 4024.259277
	Iteration 31Q: 3 clusters Score -384649.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -384651.906250 Penalty: 4024.259277
	Iteration 32Q: 3 clusters Score -384651.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -384653.093750 Penalty: 4024.259277
	Iteration 33Q: 3 clusters Score -384653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -384653.000000 Penalty: 4024.259277
	Iteration 34Q: 3 clusters Score -384653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -384653.343750 Penalty: 4024.259277
	Iteration 35Q: 3 clusters Score -384653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -384653.687500 Penalty: 4024.259277
	Iteration 36Q: 3 clusters Score -384653.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -384653.687500 Penalty: 4024.259277
	Iteration 37F: 3 clusters Score -384653.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Entering Unmasked Estep 
Score: -1540149.000000 Penalty: 2351.093262
	Iteration 0F: 2 clusters Score -1540149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1530482.500000 Penalty: 4702.186523
	Iteration 0F: 3 clusters Score -1530482 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1533665.500000 Penalty: 4702.186523
	Iteration 1F: 3 clusters Score -1533666 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1534110.625000 Penalty: 4702.186523
	Iteration 2F: 3 clusters Score -1534111 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1534479.000000 Penalty: 4702.186523
	Iteration 3F: 3 clusters Score -1534479 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1534819.500000 Penalty: 4702.186523
	Iteration 4F: 3 clusters Score -1534820 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1535170.625000 Penalty: 4702.186523
	Iteration 5Q: 3 clusters Score -1535171 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1535533.625000 Penalty: 4702.186523
	Iteration 6Q: 3 clusters Score -1535534 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1535928.625000 Penalty: 4702.186523
	Iteration 7Q: 3 clusters Score -1535929 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1536335.375000 Penalty: 4702.186523
	Iteration 8Q: 3 clusters Score -1536335 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1536732.750000 Penalty: 4702.186523
	Iteration 9Q: 3 clusters Score -1536733 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1537094.375000 Penalty: 4702.186523
	Iteration 10Q: 3 clusters Score -1537094 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1537364.500000 Penalty: 4702.186523
	Iteration 11Q: 3 clusters Score -1537364 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1537563.250000 Penalty: 4702.186523
	Iteration 12Q: 3 clusters Score -1537563 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1537716.250000 Penalty: 4702.186523
	Iteration 13Q: 3 clusters Score -1537716 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1537831.750000 Penalty: 4702.186523
	Iteration 14Q: 3 clusters Score -1537832 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1537920.625000 Penalty: 4702.186523
	Iteration 15Q: 3 clusters Score -1537921 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1537990.250000 Penalty: 4702.186523
	Iteration 16Q: 3 clusters Score -1537990 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1538036.000000 Penalty: 4702.186523
	Iteration 17Q: 3 clusters Score -1538036 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1538072.750000 Penalty: 4702.186523
	Iteration 18Q: 3 clusters Score -1538073 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1538120.000000 Penalty: 4702.186523
	Iteration 19Q: 3 clusters Score -1538120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1538143.625000 Penalty: 4702.186523
	Iteration 20F: 3 clusters Score -1538144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1538159.750000 Penalty: 4702.186523
	Iteration 21Q: 3 clusters Score -1538160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1538179.125000 Penalty: 4702.186523
	Iteration 22Q: 3 clusters Score -1538179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1538187.500000 Penalty: 4702.186523
	Iteration 23Q: 3 clusters Score -1538188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1538199.500000 Penalty: 4702.186523
	Iteration 24Q: 3 clusters Score -1538200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1538212.500000 Penalty: 4702.186523
	Iteration 25Q: 3 clusters Score -1538212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1538226.375000 Penalty: 4702.186523
	Iteration 26Q: 3 clusters Score -1538226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1538233.375000 Penalty: 4702.186523
	Iteration 27Q: 3 clusters Score -1538233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1538243.250000 Penalty: 4702.186523
	Iteration 28Q: 3 clusters Score -1538243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1538251.625000 Penalty: 4702.186523
	Iteration 29Q: 3 clusters Score -1538252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1538254.125000 Penalty: 4702.186523
	Iteration 30Q: 3 clusters Score -1538254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1538258.625000 Penalty: 4702.186523
	Iteration 31Q: 3 clusters Score -1538259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1538262.000000 Penalty: 4702.186523
	Iteration 32Q: 3 clusters Score -1538262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1538267.375000 Penalty: 4702.186523
	Iteration 33Q: 3 clusters Score -1538267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1538273.500000 Penalty: 4702.186523
	Iteration 34Q: 3 clusters Score -1538274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1538272.375000 Penalty: 4702.186523
	Iteration 35Q: 3 clusters Score -1538272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1538276.500000 Penalty: 4702.186523
	Iteration 36Q: 3 clusters Score -1538276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1538274.000000 Penalty: 4702.186523
	Iteration 37Q: 3 clusters Score -1538274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1538276.875000 Penalty: 4702.186523
	Iteration 38Q: 3 clusters Score -1538277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1538281.000000 Penalty: 4702.186523
	Iteration 39Q: 3 clusters Score -1538281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1538283.125000 Penalty: 4702.186523
	Iteration 40F: 3 clusters Score -1538283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1538284.250000 Penalty: 4702.186523
	Iteration 41Q: 3 clusters Score -1538284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1538284.625000 Penalty: 4702.186523
	Iteration 42Q: 3 clusters Score -1538285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1538288.375000 Penalty: 4702.186523
	Iteration 43Q: 3 clusters Score -1538288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1538293.375000 Penalty: 4702.186523
	Iteration 44Q: 3 clusters Score -1538293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1538298.625000 Penalty: 4702.186523
	Iteration 45Q: 3 clusters Score -1538299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1538298.750000 Penalty: 4702.186523
	Iteration 46Q: 3 clusters Score -1538299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1538301.375000 Penalty: 4702.186523
	Iteration 47Q: 3 clusters Score -1538301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1538303.125000 Penalty: 4702.186523
	Iteration 48Q: 3 clusters Score -1538303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1538303.500000 Penalty: 4702.186523
	Iteration 49Q: 3 clusters Score -1538304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1538304.000000 Penalty: 4702.186523
	Iteration 50Q: 3 clusters Score -1538304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1538311.250000 Penalty: 4702.186523
	Iteration 51Q: 3 clusters Score -1538311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1538314.500000 Penalty: 4702.186523
	Iteration 52Q: 3 clusters Score -1538314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1538312.500000 Penalty: 4702.186523
	Iteration 53Q: 3 clusters Score -1538312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1538315.250000 Penalty: 4702.186523
	Iteration 54Q: 3 clusters Score -1538315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1538315.125000 Penalty: 4702.186523
	Iteration 55Q: 3 clusters Score -1538315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1538313.750000 Penalty: 4702.186523
	Iteration 56Q: 3 clusters Score -1538314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1538314.500000 Penalty: 4702.186523
	Iteration 57Q: 3 clusters Score -1538314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1538315.250000 Penalty: 4702.186523
	Iteration 58Q: 3 clusters Score -1538315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1538315.875000 Penalty: 4702.186523
	Iteration 59Q: 3 clusters Score -1538316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1538319.375000 Penalty: 4702.186523
	Iteration 60F: 3 clusters Score -1538319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1538321.750000 Penalty: 4702.186523
	Iteration 61Q: 3 clusters Score -1538322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1538330.000000 Penalty: 4702.186523
	Iteration 62Q: 3 clusters Score -1538330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1538334.250000 Penalty: 4702.186523
	Iteration 63Q: 3 clusters Score -1538334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1538335.000000 Penalty: 4702.186523
	Iteration 64Q: 3 clusters Score -1538335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1538335.500000 Penalty: 4702.186523
	Iteration 65Q: 3 clusters Score -1538336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1538335.625000 Penalty: 4702.186523
	Iteration 66Q: 3 clusters Score -1538336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1538341.000000 Penalty: 4702.186523
	Iteration 67Q: 3 clusters Score -1538341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1538344.125000 Penalty: 4702.186523
	Iteration 68Q: 3 clusters Score -1538344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1538344.750000 Penalty: 4702.186523
	Iteration 69Q: 3 clusters Score -1538345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1538347.625000 Penalty: 4702.186523
	Iteration 70Q: 3 clusters Score -1538348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1538347.750000 Penalty: 4702.186523
	Iteration 71Q: 3 clusters Score -1538348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1538349.625000 Penalty: 4702.186523
	Iteration 72Q: 3 clusters Score -1538350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1538352.250000 Penalty: 4702.186523
	Iteration 73Q: 3 clusters Score -1538352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1538355.250000 Penalty: 4702.186523
	Iteration 74Q: 3 clusters Score -1538355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1538354.625000 Penalty: 4702.186523
	Iteration 75Q: 3 clusters Score -1538355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1538354.250000 Penalty: 4702.186523
	Iteration 76Q: 3 clusters Score -1538354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1538355.250000 Penalty: 4702.186523
	Iteration 77Q: 3 clusters Score -1538355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1538356.875000 Penalty: 4702.186523
	Iteration 78Q: 3 clusters Score -1538357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1538353.875000 Penalty: 4702.186523
	Iteration 79Q: 3 clusters Score -1538354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1538358.750000 Penalty: 4702.186523
	Iteration 80F: 3 clusters Score -1538359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1538357.375000 Penalty: 4702.186523
	Iteration 81Q: 3 clusters Score -1538357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1538359.875000 Penalty: 4702.186523
	Iteration 82Q: 3 clusters Score -1538360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1538359.500000 Penalty: 4702.186523
	Iteration 83Q: 3 clusters Score -1538360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1538358.375000 Penalty: 4702.186523
	Iteration 84Q: 3 clusters Score -1538358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1538357.250000 Penalty: 4702.186523
	Iteration 85Q: 3 clusters Score -1538357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1538357.250000 Penalty: 4702.186523
	Iteration 86F: 3 clusters Score -1538357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (146989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146989 members 
Entering Unmasked Estep 
Score: -17592758.000000 Penalty: 2950.732178
	Iteration 0F: 2 clusters Score -1.759276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -17495014.000000 Penalty: 5901.464355
	Iteration 0F: 3 clusters Score -1.749501e+07 nChanged 70068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -17535436.000000 Penalty: 5901.464355
	Iteration 1F: 3 clusters Score -1.753544e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76706 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -17536272.000000 Penalty: 5901.464355
	Iteration 2Q: 3 clusters Score -1.753627e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -17537416.000000 Penalty: 5901.464355
	Iteration 3Q: 3 clusters Score -1.753742e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -17539118.000000 Penalty: 5901.464355
	Iteration 4Q: 3 clusters Score -1.753912e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -17541658.000000 Penalty: 5901.464355
	Iteration 5Q: 3 clusters Score -1.754166e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -17545412.000000 Penalty: 5901.464355
	Iteration 6Q: 3 clusters Score -1.754541e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94857 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -17550352.000000 Penalty: 5901.464355
	Iteration 7F: 3 clusters Score -1.755035e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101872 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -17556602.000000 Penalty: 5901.464355
	Iteration 8F: 3 clusters Score -1.75566e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109177 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -17563748.000000 Penalty: 5901.464355
	Iteration 9F: 3 clusters Score -1.756375e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115894 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -17570220.000000 Penalty: 5901.464355
	Iteration 10F: 3 clusters Score -1.757022e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121432 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -17575146.000000 Penalty: 5901.464355
	Iteration 11Q: 3 clusters Score -1.757515e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125791 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -17578638.000000 Penalty: 5901.464355
	Iteration 12Q: 3 clusters Score -1.757864e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129456 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -17581146.000000 Penalty: 5901.464355
	Iteration 13Q: 3 clusters Score -1.758115e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132530 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -17583054.000000 Penalty: 5901.464355
	Iteration 14Q: 3 clusters Score -1.758305e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135243 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -17584646.000000 Penalty: 5901.464355
	Iteration 15Q: 3 clusters Score -1.758465e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137539 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -17585920.000000 Penalty: 5901.464355
	Iteration 16Q: 3 clusters Score -1.758592e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139448 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -17586928.000000 Penalty: 5901.464355
	Iteration 17Q: 3 clusters Score -1.758693e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140997 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -17587718.000000 Penalty: 5901.464355
	Iteration 18Q: 3 clusters Score -1.758772e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142248 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -17588374.000000 Penalty: 5901.464355
	Iteration 19Q: 3 clusters Score -1.758837e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143216 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -17588818.000000 Penalty: 5901.464355
	Iteration 20F: 3 clusters Score -1.758882e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143979 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -17589220.000000 Penalty: 5901.464355
	Iteration 21Q: 3 clusters Score -1.758922e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144515 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -17589448.000000 Penalty: 5901.464355
	Iteration 22Q: 3 clusters Score -1.758945e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144904 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -17589664.000000 Penalty: 5901.464355
	Iteration 23Q: 3 clusters Score -1.758966e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145177 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -17589784.000000 Penalty: 5901.464355
	Iteration 24Q: 3 clusters Score -1.758978e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145388 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -17589924.000000 Penalty: 5901.464355
	Iteration 25Q: 3 clusters Score -1.758992e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145546 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -17589968.000000 Penalty: 5901.464355
	Iteration 26Q: 3 clusters Score -1.758997e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145680 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -17590028.000000 Penalty: 5901.464355
	Iteration 27Q: 3 clusters Score -1.759003e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145787 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -17590106.000000 Penalty: 5901.464355
	Iteration 28Q: 3 clusters Score -1.759011e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145861 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -17590148.000000 Penalty: 5901.464355
	Iteration 29Q: 3 clusters Score -1.759015e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145928 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -17590184.000000 Penalty: 5901.464355
	Iteration 30Q: 3 clusters Score -1.759018e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145975 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -17590220.000000 Penalty: 5901.464355
	Iteration 31Q: 3 clusters Score -1.759022e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146008 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -17590242.000000 Penalty: 5901.464355
	Iteration 32Q: 3 clusters Score -1.759024e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146049 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -17590264.000000 Penalty: 5901.464355
	Iteration 33Q: 3 clusters Score -1.759026e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146075 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -17590280.000000 Penalty: 5901.464355
	Iteration 34Q: 3 clusters Score -1.759028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146094 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -17590284.000000 Penalty: 5901.464355
	Iteration 35Q: 3 clusters Score -1.759028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146109 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -17590304.000000 Penalty: 5901.464355
	Iteration 36Q: 3 clusters Score -1.75903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146126 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -17590312.000000 Penalty: 5901.464355
	Iteration 37Q: 3 clusters Score -1.759031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146131 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -17590308.000000 Penalty: 5901.464355
	Iteration 38Q: 3 clusters Score -1.759031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146135 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -17590316.000000 Penalty: 5901.464355
	Iteration 39Q: 3 clusters Score -1.759032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146141 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -17590328.000000 Penalty: 5901.464355
	Iteration 40F: 3 clusters Score -1.759033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146148 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -17590322.000000 Penalty: 5901.464355
	Iteration 41Q: 3 clusters Score -1.759032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146154 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -17590316.000000 Penalty: 5901.464355
	Iteration 42Q: 3 clusters Score -1.759032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146161 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -17590338.000000 Penalty: 5901.464355
	Iteration 43Q: 3 clusters Score -1.759034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146163 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -17590342.000000 Penalty: 5901.464355
	Iteration 44Q: 3 clusters Score -1.759034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146165 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -17590342.000000 Penalty: 5901.464355
	Iteration 45Q: 3 clusters Score -1.759034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146167 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -17590332.000000 Penalty: 5901.464355
	Iteration 46Q: 3 clusters Score -1.759033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146168 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -17590338.000000 Penalty: 5901.464355
	Iteration 47Q: 3 clusters Score -1.759034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146168 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -17590338.000000 Penalty: 5901.464355
	Iteration 48F: 3 clusters Score -1.759034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Entering Unmasked Estep 
Score: -4909185.500000 Penalty: 2643.612305
	Iteration 0F: 2 clusters Score -4909186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -4880599.000000 Penalty: 5287.224609
	Iteration 0F: 3 clusters Score -4880599 nChanged 19439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -4891927.000000 Penalty: 5287.224609
	Iteration 1F: 3 clusters Score -4891927 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4893187.500000 Penalty: 5287.224609
	Iteration 2F: 3 clusters Score -4893188 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -4894728.000000 Penalty: 5287.224609
	Iteration 3F: 3 clusters Score -4894728 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -4896509.500000 Penalty: 5287.224609
	Iteration 4F: 3 clusters Score -4896510 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -4898477.500000 Penalty: 5287.224609
	Iteration 5F: 3 clusters Score -4898478 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -4900308.000000 Penalty: 5287.224609
	Iteration 6F: 3 clusters Score -4900308 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4901961.000000 Penalty: 5287.224609
	Iteration 7F: 3 clusters Score -4901961 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -4903484.500000 Penalty: 5287.224609
	Iteration 8Q: 3 clusters Score -4903484 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -4904750.000000 Penalty: 5287.224609
	Iteration 9Q: 3 clusters Score -4904750 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -4905714.500000 Penalty: 5287.224609
	Iteration 10Q: 3 clusters Score -4905714 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -4906285.000000 Penalty: 5287.224609
	Iteration 11Q: 3 clusters Score -4906285 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -4906592.000000 Penalty: 5287.224609
	Iteration 12Q: 3 clusters Score -4906592 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -4906750.500000 Penalty: 5287.224609
	Iteration 13Q: 3 clusters Score -4906750 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -4906853.000000 Penalty: 5287.224609
	Iteration 14Q: 3 clusters Score -4906853 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -4906942.000000 Penalty: 5287.224609
	Iteration 15Q: 3 clusters Score -4906942 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -4906997.500000 Penalty: 5287.224609
	Iteration 16Q: 3 clusters Score -4906998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -4907050.000000 Penalty: 5287.224609
	Iteration 17Q: 3 clusters Score -4907050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -4907093.500000 Penalty: 5287.224609
	Iteration 18Q: 3 clusters Score -4907094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -4907140.000000 Penalty: 5287.224609
	Iteration 19Q: 3 clusters Score -4907140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -4907160.500000 Penalty: 5287.224609
	Iteration 20F: 3 clusters Score -4907160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -4907186.000000 Penalty: 5287.224609
	Iteration 21Q: 3 clusters Score -4907186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -4907201.500000 Penalty: 5287.224609
	Iteration 22Q: 3 clusters Score -4907202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -4907211.000000 Penalty: 5287.224609
	Iteration 23Q: 3 clusters Score -4907211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -4907221.000000 Penalty: 5287.224609
	Iteration 24Q: 3 clusters Score -4907221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -4907224.500000 Penalty: 5287.224609
	Iteration 25Q: 3 clusters Score -4907224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -4907221.500000 Penalty: 5287.224609
	Iteration 26Q: 3 clusters Score -4907222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -4907231.500000 Penalty: 5287.224609
	Iteration 27Q: 3 clusters Score -4907232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -4907234.000000 Penalty: 5287.224609
	Iteration 28Q: 3 clusters Score -4907234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -4907238.500000 Penalty: 5287.224609
	Iteration 29Q: 3 clusters Score -4907238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -4907232.500000 Penalty: 5287.224609
	Iteration 30Q: 3 clusters Score -4907232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -4907234.000000 Penalty: 5287.224609
	Iteration 31Q: 3 clusters Score -4907234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -4907234.000000 Penalty: 5287.224609
	Iteration 32Q: 3 clusters Score -4907234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -4907239.500000 Penalty: 5287.224609
	Iteration 33Q: 3 clusters Score -4907240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -4907236.500000 Penalty: 5287.224609
	Iteration 34Q: 3 clusters Score -4907236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -4907240.500000 Penalty: 5287.224609
	Iteration 35Q: 3 clusters Score -4907240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -4907243.500000 Penalty: 5287.224609
	Iteration 36Q: 3 clusters Score -4907244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -4907244.000000 Penalty: 5287.224609
	Iteration 37Q: 3 clusters Score -4907244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -4907247.000000 Penalty: 5287.224609
	Iteration 38Q: 3 clusters Score -4907247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -4907246.500000 Penalty: 5287.224609
	Iteration 39Q: 3 clusters Score -4907246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -4907252.500000 Penalty: 5287.224609
	Iteration 40F: 3 clusters Score -4907252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -4907251.500000 Penalty: 5287.224609
	Iteration 41Q: 3 clusters Score -4907252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -4907257.000000 Penalty: 5287.224609
	Iteration 42Q: 3 clusters Score -4907257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -4907250.000000 Penalty: 5287.224609
	Iteration 43Q: 3 clusters Score -4907250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -4907251.500000 Penalty: 5287.224609
	Iteration 44Q: 3 clusters Score -4907252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -4907252.000000 Penalty: 5287.224609
	Iteration 45Q: 3 clusters Score -4907252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -4907247.500000 Penalty: 5287.224609
	Iteration 46Q: 3 clusters Score -4907248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -4907251.500000 Penalty: 5287.224609
	Iteration 47Q: 3 clusters Score -4907252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -4907256.000000 Penalty: 5287.224609
	Iteration 48Q: 3 clusters Score -4907256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -4907259.500000 Penalty: 5287.224609
	Iteration 49Q: 3 clusters Score -4907260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -4907259.500000 Penalty: 5287.224609
	Iteration 50F: 3 clusters Score -4907260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Entering Unmasked Estep 
Score: -5677561.000000 Penalty: 2669.443359
	Iteration 0F: 2 clusters Score -5677561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -5645793.000000 Penalty: 5338.886719
	Iteration 0F: 3 clusters Score -5645793 nChanged 21738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5657650.000000 Penalty: 5338.886719
	Iteration 1F: 3 clusters Score -5657650 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -5658207.000000 Penalty: 5338.886719
	Iteration 2Q: 3 clusters Score -5658207 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -5658771.500000 Penalty: 5338.886719
	Iteration 3Q: 3 clusters Score -5658772 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -5659315.000000 Penalty: 5338.886719
	Iteration 4Q: 3 clusters Score -5659315 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -5659927.000000 Penalty: 5338.886719
	Iteration 5Q: 3 clusters Score -5659927 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -5660601.000000 Penalty: 5338.886719
	Iteration 6Q: 3 clusters Score -5660601 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -5661619.000000 Penalty: 5338.886719
	Iteration 7Q: 3 clusters Score -5661619 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -5663093.500000 Penalty: 5338.886719
	Iteration 8F: 3 clusters Score -5663094 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -5665061.000000 Penalty: 5338.886719
	Iteration 9F: 3 clusters Score -5665061 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -5667464.500000 Penalty: 5338.886719
	Iteration 10F: 3 clusters Score -5667464 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -5669944.500000 Penalty: 5338.886719
	Iteration 11F: 3 clusters Score -5669944 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -5671997.500000 Penalty: 5338.886719
	Iteration 12F: 3 clusters Score -5671998 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5673476.000000 Penalty: 5338.886719
	Iteration 13Q: 3 clusters Score -5673476 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5674280.000000 Penalty: 5338.886719
	Iteration 14Q: 3 clusters Score -5674280 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5674713.000000 Penalty: 5338.886719
	Iteration 15Q: 3 clusters Score -5674713 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5674929.000000 Penalty: 5338.886719
	Iteration 16Q: 3 clusters Score -5674929 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5675050.000000 Penalty: 5338.886719
	Iteration 17Q: 3 clusters Score -5675050 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5675119.000000 Penalty: 5338.886719
	Iteration 18Q: 3 clusters Score -5675119 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5675166.500000 Penalty: 5338.886719
	Iteration 19Q: 3 clusters Score -5675166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5675202.000000 Penalty: 5338.886719
	Iteration 20F: 3 clusters Score -5675202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5675249.000000 Penalty: 5338.886719
	Iteration 21Q: 3 clusters Score -5675249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5675274.500000 Penalty: 5338.886719
	Iteration 22Q: 3 clusters Score -5675274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5675289.000000 Penalty: 5338.886719
	Iteration 23Q: 3 clusters Score -5675289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5675304.000000 Penalty: 5338.886719
	Iteration 24Q: 3 clusters Score -5675304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5675320.000000 Penalty: 5338.886719
	Iteration 25Q: 3 clusters Score -5675320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5675329.500000 Penalty: 5338.886719
	Iteration 26Q: 3 clusters Score -5675330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5675331.000000 Penalty: 5338.886719
	Iteration 27Q: 3 clusters Score -5675331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5675341.000000 Penalty: 5338.886719
	Iteration 28Q: 3 clusters Score -5675341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5675343.500000 Penalty: 5338.886719
	Iteration 29Q: 3 clusters Score -5675344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5675346.000000 Penalty: 5338.886719
	Iteration 30Q: 3 clusters Score -5675346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5675346.000000 Penalty: 5338.886719
	Iteration 31Q: 3 clusters Score -5675346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5675346.000000 Penalty: 5338.886719
	Iteration 32F: 3 clusters Score -5675346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Entering Unmasked Estep 
Score: -2830829.500000 Penalty: 2503.359375
	Iteration 0F: 2 clusters Score -2830830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2814094.250000 Penalty: 5006.718750
	Iteration 0F: 3 clusters Score -2814094 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2820083.250000 Penalty: 5006.718750
	Iteration 1F: 3 clusters Score -2820083 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2820594.750000 Penalty: 5006.718750
	Iteration 2F: 3 clusters Score -2820595 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2821080.250000 Penalty: 5006.718750
	Iteration 3Q: 3 clusters Score -2821080 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2821537.000000 Penalty: 5006.718750
	Iteration 4Q: 3 clusters Score -2821537 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2821951.250000 Penalty: 5006.718750
	Iteration 5Q: 3 clusters Score -2821951 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2822410.500000 Penalty: 5006.718750
	Iteration 6Q: 3 clusters Score -2822410 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2822895.250000 Penalty: 5006.718750
	Iteration 7Q: 3 clusters Score -2822895 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2823425.250000 Penalty: 5006.718750
	Iteration 8Q: 3 clusters Score -2823425 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2824037.000000 Penalty: 5006.718750
	Iteration 9Q: 3 clusters Score -2824037 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2824683.250000 Penalty: 5006.718750
	Iteration 10Q: 3 clusters Score -2824683 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2825353.500000 Penalty: 5006.718750
	Iteration 11Q: 3 clusters Score -2825354 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2825995.250000 Penalty: 5006.718750
	Iteration 12Q: 3 clusters Score -2825995 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2826533.000000 Penalty: 5006.718750
	Iteration 13Q: 3 clusters Score -2826533 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2826934.750000 Penalty: 5006.718750
	Iteration 14Q: 3 clusters Score -2826935 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2827241.750000 Penalty: 5006.718750
	Iteration 15Q: 3 clusters Score -2827242 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2827491.000000 Penalty: 5006.718750
	Iteration 16Q: 3 clusters Score -2827491 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2827694.750000 Penalty: 5006.718750
	Iteration 17Q: 3 clusters Score -2827695 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2827825.000000 Penalty: 5006.718750
	Iteration 18Q: 3 clusters Score -2827825 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2827972.000000 Penalty: 5006.718750
	Iteration 19Q: 3 clusters Score -2827972 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2828125.000000 Penalty: 5006.718750
	Iteration 20F: 3 clusters Score -2828125 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2828278.500000 Penalty: 5006.718750
	Iteration 21Q: 3 clusters Score -2828278 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2828439.250000 Penalty: 5006.718750
	Iteration 22Q: 3 clusters Score -2828439 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2828670.750000 Penalty: 5006.718750
	Iteration 23Q: 3 clusters Score -2828671 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2828878.750000 Penalty: 5006.718750
	Iteration 24Q: 3 clusters Score -2828879 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2829081.500000 Penalty: 5006.718750
	Iteration 25Q: 3 clusters Score -2829082 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2829223.000000 Penalty: 5006.718750
	Iteration 26Q: 3 clusters Score -2829223 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2829303.000000 Penalty: 5006.718750
	Iteration 27Q: 3 clusters Score -2829303 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2829358.250000 Penalty: 5006.718750
	Iteration 28Q: 3 clusters Score -2829358 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2829412.000000 Penalty: 5006.718750
	Iteration 29Q: 3 clusters Score -2829412 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2829462.000000 Penalty: 5006.718750
	Iteration 30Q: 3 clusters Score -2829462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2829501.500000 Penalty: 5006.718750
	Iteration 31Q: 3 clusters Score -2829502 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2829521.000000 Penalty: 5006.718750
	Iteration 32Q: 3 clusters Score -2829521 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2829536.500000 Penalty: 5006.718750
	Iteration 33Q: 3 clusters Score -2829536 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2829561.500000 Penalty: 5006.718750
	Iteration 34Q: 3 clusters Score -2829562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2829575.750000 Penalty: 5006.718750
	Iteration 35Q: 3 clusters Score -2829576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2829590.000000 Penalty: 5006.718750
	Iteration 36Q: 3 clusters Score -2829590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2829596.250000 Penalty: 5006.718750
	Iteration 37Q: 3 clusters Score -2829596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2829608.250000 Penalty: 5006.718750
	Iteration 38Q: 3 clusters Score -2829608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2829612.250000 Penalty: 5006.718750
	Iteration 39Q: 3 clusters Score -2829612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2829625.250000 Penalty: 5006.718750
	Iteration 40F: 3 clusters Score -2829625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2829631.500000 Penalty: 5006.718750
	Iteration 41Q: 3 clusters Score -2829632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2829637.750000 Penalty: 5006.718750
	Iteration 42Q: 3 clusters Score -2829638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2829645.000000 Penalty: 5006.718750
	Iteration 43Q: 3 clusters Score -2829645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2829648.000000 Penalty: 5006.718750
	Iteration 44Q: 3 clusters Score -2829648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2829647.000000 Penalty: 5006.718750
	Iteration 45Q: 3 clusters Score -2829647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2829644.750000 Penalty: 5006.718750
	Iteration 46Q: 3 clusters Score -2829645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2829647.750000 Penalty: 5006.718750
	Iteration 47Q: 3 clusters Score -2829648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2829642.750000 Penalty: 5006.718750
	Iteration 48Q: 3 clusters Score -2829643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2829647.250000 Penalty: 5006.718750
	Iteration 49Q: 3 clusters Score -2829647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2829647.750000 Penalty: 5006.718750
	Iteration 50Q: 3 clusters Score -2829648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2829647.750000 Penalty: 5006.718750
	Iteration 51F: 3 clusters Score -2829648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Entering Unmasked Estep 
Score: -4151682.750000 Penalty: 2594.289307
	Iteration 0F: 2 clusters Score -4151683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -4127992.750000 Penalty: 5188.578613
	Iteration 0F: 3 clusters Score -4127993 nChanged 15748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -4136815.250000 Penalty: 5188.578613
	Iteration 1F: 3 clusters Score -4136815 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -4137552.750000 Penalty: 5188.578613
	Iteration 2F: 3 clusters Score -4137553 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4138505.750000 Penalty: 5188.578613
	Iteration 3F: 3 clusters Score -4138506 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -4139707.500000 Penalty: 5188.578613
	Iteration 4F: 3 clusters Score -4139708 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -4141170.500000 Penalty: 5188.578613
	Iteration 5F: 3 clusters Score -4141170 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4142769.250000 Penalty: 5188.578613
	Iteration 6F: 3 clusters Score -4142769 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -4144215.500000 Penalty: 5188.578613
	Iteration 7F: 3 clusters Score -4144216 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -4145516.750000 Penalty: 5188.578613
	Iteration 8F: 3 clusters Score -4145517 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -4146663.000000 Penalty: 5188.578613
	Iteration 9Q: 3 clusters Score -4146663 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4147570.500000 Penalty: 5188.578613
	Iteration 10Q: 3 clusters Score -4147570 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -4148245.000000 Penalty: 5188.578613
	Iteration 11Q: 3 clusters Score -4148245 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -4148718.750000 Penalty: 5188.578613
	Iteration 12Q: 3 clusters Score -4148719 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -4149009.250000 Penalty: 5188.578613
	Iteration 13Q: 3 clusters Score -4149009 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4149183.000000 Penalty: 5188.578613
	Iteration 14Q: 3 clusters Score -4149183 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -4149307.000000 Penalty: 5188.578613
	Iteration 15Q: 3 clusters Score -4149307 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4149412.500000 Penalty: 5188.578613
	Iteration 16Q: 3 clusters Score -4149412 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -4149483.000000 Penalty: 5188.578613
	Iteration 17Q: 3 clusters Score -4149483 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -4149525.500000 Penalty: 5188.578613
	Iteration 18Q: 3 clusters Score -4149526 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -4149559.000000 Penalty: 5188.578613
	Iteration 19Q: 3 clusters Score -4149559 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -4149592.750000 Penalty: 5188.578613
	Iteration 20F: 3 clusters Score -4149593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4149612.250000 Penalty: 5188.578613
	Iteration 21Q: 3 clusters Score -4149612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -4149630.000000 Penalty: 5188.578613
	Iteration 22Q: 3 clusters Score -4149630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -4149654.750000 Penalty: 5188.578613
	Iteration 23Q: 3 clusters Score -4149655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -4149677.500000 Penalty: 5188.578613
	Iteration 24Q: 3 clusters Score -4149678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -4149680.000000 Penalty: 5188.578613
	Iteration 25Q: 3 clusters Score -4149680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4149693.000000 Penalty: 5188.578613
	Iteration 26Q: 3 clusters Score -4149693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -4149701.250000 Penalty: 5188.578613
	Iteration 27Q: 3 clusters Score -4149701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -4149709.000000 Penalty: 5188.578613
	Iteration 28Q: 3 clusters Score -4149709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -4149714.500000 Penalty: 5188.578613
	Iteration 29Q: 3 clusters Score -4149714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -4149719.750000 Penalty: 5188.578613
	Iteration 30Q: 3 clusters Score -4149720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4149719.250000 Penalty: 5188.578613
	Iteration 31Q: 3 clusters Score -4149719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4149730.500000 Penalty: 5188.578613
	Iteration 32Q: 3 clusters Score -4149730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4149728.500000 Penalty: 5188.578613
	Iteration 33Q: 3 clusters Score -4149728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4149733.500000 Penalty: 5188.578613
	Iteration 34Q: 3 clusters Score -4149734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4149738.000000 Penalty: 5188.578613
	Iteration 35Q: 3 clusters Score -4149738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4149733.500000 Penalty: 5188.578613
	Iteration 36Q: 3 clusters Score -4149734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -4149741.500000 Penalty: 5188.578613
	Iteration 37Q: 3 clusters Score -4149742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -4149740.250000 Penalty: 5188.578613
	Iteration 38Q: 3 clusters Score -4149740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -4149742.500000 Penalty: 5188.578613
	Iteration 39Q: 3 clusters Score -4149742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -4149750.250000 Penalty: 5188.578613
	Iteration 40F: 3 clusters Score -4149750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -4149750.000000 Penalty: 5188.578613
	Iteration 41Q: 3 clusters Score -4149750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -4149754.750000 Penalty: 5188.578613
	Iteration 42Q: 3 clusters Score -4149755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4149750.000000 Penalty: 5188.578613
	Iteration 43Q: 3 clusters Score -4149750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4149750.000000 Penalty: 5188.578613
	Iteration 44F: 3 clusters Score -4149750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (182198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182198 members 
Entering Unmasked Estep 
Score: -21730526.000000 Penalty: 3003.986572
	Iteration 0F: 2 clusters Score -2.173053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90794 members 
Mstep: Class 2 contains 91404 members 
Entering Unmasked Estep 
Score: -21618080.000000 Penalty: 6007.973145
	Iteration 0F: 3 clusters Score -2.161808e+07 nChanged 87616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 95800 members 
Entering Unmasked Estep 
Score: -21670068.000000 Penalty: 6007.973145
	Iteration 1F: 3 clusters Score -2.167007e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 98595 members 
Entering Unmasked Estep 
Score: -21671572.000000 Penalty: 6007.973145
	Iteration 2Q: 3 clusters Score -2.167157e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79310 members 
Mstep: Class 2 contains 102888 members 
Entering Unmasked Estep 
Score: -21673698.000000 Penalty: 6007.973145
	Iteration 3Q: 3 clusters Score -2.16737e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 109444 members 
Entering Unmasked Estep 
Score: -21677456.000000 Penalty: 6007.973145
	Iteration 4Q: 3 clusters Score -2.167746e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 118677 members 
Entering Unmasked Estep 
Score: -21683464.000000 Penalty: 6007.973145
	Iteration 5F: 3 clusters Score -2.168346e+07 nChanged 12578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 130879 members 
Entering Unmasked Estep 
Score: -21692392.000000 Penalty: 6007.973145
	Iteration 6F: 3 clusters Score -2.169239e+07 nChanged 14690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 145447 members 
Entering Unmasked Estep 
Score: -21704186.000000 Penalty: 6007.973145
	Iteration 7F: 3 clusters Score -2.170419e+07 nChanged 14880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 160277 members 
Entering Unmasked Estep 
Score: -21715794.000000 Penalty: 6007.973145
	Iteration 8F: 3 clusters Score -2.171579e+07 nChanged 11436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 171687 members 
Entering Unmasked Estep 
Score: -21722886.000000 Penalty: 6007.973145
	Iteration 9F: 3 clusters Score -2.172289e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 177774 members 
Entering Unmasked Estep 
Score: -21726166.000000 Penalty: 6007.973145
	Iteration 10Q: 3 clusters Score -2.172617e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 180178 members 
Entering Unmasked Estep 
Score: -21727440.000000 Penalty: 6007.973145
	Iteration 11Q: 3 clusters Score -2.172744e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 181029 members 
Entering Unmasked Estep 
Score: -21727842.000000 Penalty: 6007.973145
	Iteration 12Q: 3 clusters Score -2.172784e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 181322 members 
Entering Unmasked Estep 
Score: -21728030.000000 Penalty: 6007.973145
	Iteration 13Q: 3 clusters Score -2.172803e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 181434 members 
Entering Unmasked Estep 
Score: -21728100.000000 Penalty: 6007.973145
	Iteration 14Q: 3 clusters Score -2.17281e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 181504 members 
Entering Unmasked Estep 
Score: -21728200.000000 Penalty: 6007.973145
	Iteration 15Q: 3 clusters Score -2.17282e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 181539 members 
Entering Unmasked Estep 
Score: -21728254.000000 Penalty: 6007.973145
	Iteration 16Q: 3 clusters Score -2.172825e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 181550 members 
Entering Unmasked Estep 
Score: -21728308.000000 Penalty: 6007.973145
	Iteration 17Q: 3 clusters Score -2.172831e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 181562 members 
Entering Unmasked Estep 
Score: -21728340.000000 Penalty: 6007.973145
	Iteration 18Q: 3 clusters Score -2.172834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 181574 members 
Entering Unmasked Estep 
Score: -21728344.000000 Penalty: 6007.973145
	Iteration 19Q: 3 clusters Score -2.172834e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 181576 members 
Entering Unmasked Estep 
Score: -21728378.000000 Penalty: 6007.973145
	Iteration 20F: 3 clusters Score -2.172838e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 181578 members 
Entering Unmasked Estep 
Score: -21728370.000000 Penalty: 6007.973145
	Iteration 21Q: 3 clusters Score -2.172837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 181583 members 
Entering Unmasked Estep 
Score: -21728394.000000 Penalty: 6007.973145
	Iteration 22Q: 3 clusters Score -2.172839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 181586 members 
Entering Unmasked Estep 
Score: -21728408.000000 Penalty: 6007.973145
	Iteration 23Q: 3 clusters Score -2.172841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 181583 members 
Entering Unmasked Estep 
Score: -21728402.000000 Penalty: 6007.973145
	Iteration 24Q: 3 clusters Score -2.17284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 181588 members 
Entering Unmasked Estep 
Score: -21728410.000000 Penalty: 6007.973145
	Iteration 25Q: 3 clusters Score -2.172841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 181594 members 
Entering Unmasked Estep 
Score: -21728430.000000 Penalty: 6007.973145
	Iteration 26Q: 3 clusters Score -2.172843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 181596 members 
Entering Unmasked Estep 
Score: -21728452.000000 Penalty: 6007.973145
	Iteration 27Q: 3 clusters Score -2.172845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 181597 members 
Entering Unmasked Estep 
Score: -21728452.000000 Penalty: 6007.973145
	Iteration 28Q: 3 clusters Score -2.172845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 181596 members 
Entering Unmasked Estep 
Score: -21728450.000000 Penalty: 6007.973145
	Iteration 29Q: 3 clusters Score -2.172845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 181595 members 
Entering Unmasked Estep 
Score: -21728440.000000 Penalty: 6007.973145
	Iteration 30Q: 3 clusters Score -2.172844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181589 members 
Entering Unmasked Estep 
Score: -21728452.000000 Penalty: 6007.973145
	Iteration 31Q: 3 clusters Score -2.172845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 181588 members 
Entering Unmasked Estep 
Score: -21728454.000000 Penalty: 6007.973145
	Iteration 32Q: 3 clusters Score -2.172845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 181590 members 
Entering Unmasked Estep 
Score: -21728466.000000 Penalty: 6007.973145
	Iteration 33Q: 3 clusters Score -2.172847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 181585 members 
Entering Unmasked Estep 
Score: -21728464.000000 Penalty: 6007.973145
	Iteration 34Q: 3 clusters Score -2.172846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 181584 members 
Entering Unmasked Estep 
Score: -21728476.000000 Penalty: 6007.973145
	Iteration 35Q: 3 clusters Score -2.172848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 181581 members 
Entering Unmasked Estep 
Score: -21728478.000000 Penalty: 6007.973145
	Iteration 36Q: 3 clusters Score -2.172848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 181583 members 
Entering Unmasked Estep 
Score: -21728478.000000 Penalty: 6007.973145
	Iteration 37Q: 3 clusters Score -2.172848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 181583 members 
Entering Unmasked Estep 
Score: -21728480.000000 Penalty: 6007.973145
	Iteration 38Q: 3 clusters Score -2.172848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 181583 members 
Entering Unmasked Estep 
Score: -21728474.000000 Penalty: 6007.973145
	Iteration 39Q: 3 clusters Score -2.172847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 181584 members 
Entering Unmasked Estep 
Score: -21728482.000000 Penalty: 6007.973145
	Iteration 40F: 3 clusters Score -2.172848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 181586 members 
Entering Unmasked Estep 
Score: -21728488.000000 Penalty: 6007.973145
	Iteration 41Q: 3 clusters Score -2.172849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 181587 members 
Entering Unmasked Estep 
Score: -21728480.000000 Penalty: 6007.973145
	Iteration 42Q: 3 clusters Score -2.172848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 181588 members 
Entering Unmasked Estep 
Score: -21728478.000000 Penalty: 6007.973145
	Iteration 43Q: 3 clusters Score -2.172848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 181587 members 
Entering Unmasked Estep 
Score: -21728480.000000 Penalty: 6007.973145
	Iteration 44Q: 3 clusters Score -2.172848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 181586 members 
Entering Unmasked Estep 
Score: -21728492.000000 Penalty: 6007.973145
	Iteration 45Q: 3 clusters Score -2.172849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 181586 members 
Entering Unmasked Estep 
Score: -21728492.000000 Penalty: 6007.973145
	Iteration 46F: 3 clusters Score -2.172849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Entering Unmasked Estep 
Score: -7208577.000000 Penalty: 2731.523926
	Iteration 0F: 2 clusters Score -7208577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -7168025.500000 Penalty: 5463.047852
	Iteration 0F: 3 clusters Score -7168026 nChanged 28187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -7183890.000000 Penalty: 5463.047852
	Iteration 1F: 3 clusters Score -7183890 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -7184768.500000 Penalty: 5463.047852
	Iteration 2Q: 3 clusters Score -7184768 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -7186195.000000 Penalty: 5463.047852
	Iteration 3F: 3 clusters Score -7186195 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -7188102.500000 Penalty: 5463.047852
	Iteration 4F: 3 clusters Score -7188102 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -7190721.500000 Penalty: 5463.047852
	Iteration 5F: 3 clusters Score -7190722 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -7194076.500000 Penalty: 5463.047852
	Iteration 6F: 3 clusters Score -7194076 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -7197785.000000 Penalty: 5463.047852
	Iteration 7F: 3 clusters Score -7197785 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -7200997.500000 Penalty: 5463.047852
	Iteration 8F: 3 clusters Score -7200998 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -7203187.500000 Penalty: 5463.047852
	Iteration 9Q: 3 clusters Score -7203188 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7204490.500000 Penalty: 5463.047852
	Iteration 10Q: 3 clusters Score -7204490 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7205238.000000 Penalty: 5463.047852
	Iteration 11Q: 3 clusters Score -7205238 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7205661.500000 Penalty: 5463.047852
	Iteration 12Q: 3 clusters Score -7205662 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7205932.500000 Penalty: 5463.047852
	Iteration 13Q: 3 clusters Score -7205932 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7206088.000000 Penalty: 5463.047852
	Iteration 14Q: 3 clusters Score -7206088 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7206174.000000 Penalty: 5463.047852
	Iteration 15Q: 3 clusters Score -7206174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7206224.500000 Penalty: 5463.047852
	Iteration 16Q: 3 clusters Score -7206224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7206263.000000 Penalty: 5463.047852
	Iteration 17Q: 3 clusters Score -7206263 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7206272.000000 Penalty: 5463.047852
	Iteration 18Q: 3 clusters Score -7206272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7206284.000000 Penalty: 5463.047852
	Iteration 19Q: 3 clusters Score -7206284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7206308.500000 Penalty: 5463.047852
	Iteration 20F: 3 clusters Score -7206308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7206318.000000 Penalty: 5463.047852
	Iteration 21Q: 3 clusters Score -7206318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7206330.000000 Penalty: 5463.047852
	Iteration 22Q: 3 clusters Score -7206330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7206337.000000 Penalty: 5463.047852
	Iteration 23Q: 3 clusters Score -7206337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7206336.500000 Penalty: 5463.047852
	Iteration 24Q: 3 clusters Score -7206336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7206343.000000 Penalty: 5463.047852
	Iteration 25Q: 3 clusters Score -7206343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7206346.500000 Penalty: 5463.047852
	Iteration 26Q: 3 clusters Score -7206346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7206347.500000 Penalty: 5463.047852
	Iteration 27Q: 3 clusters Score -7206348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7206350.000000 Penalty: 5463.047852
	Iteration 28Q: 3 clusters Score -7206350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7206349.500000 Penalty: 5463.047852
	Iteration 29Q: 3 clusters Score -7206350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7206357.000000 Penalty: 5463.047852
	Iteration 30Q: 3 clusters Score -7206357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7206351.500000 Penalty: 5463.047852
	Iteration 31Q: 3 clusters Score -7206352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7206354.000000 Penalty: 5463.047852
	Iteration 32Q: 3 clusters Score -7206354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7206354.000000 Penalty: 5463.047852
	Iteration 33Q: 3 clusters Score -7206354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7206351.500000 Penalty: 5463.047852
	Iteration 34Q: 3 clusters Score -7206352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7206351.500000 Penalty: 5463.047852
	Iteration 35F: 3 clusters Score -7206352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (200575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200575 members 
Entering Unmasked Estep 
Score: -23739694.000000 Penalty: 3027.817871
	Iteration 0F: 2 clusters Score -2.373969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100675 members 
Mstep: Class 2 contains 99900 members 
Entering Unmasked Estep 
Score: -23611684.000000 Penalty: 6055.635742
	Iteration 0F: 3 clusters Score -2.361168e+07 nChanged 96637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -23668880.000000 Penalty: 6055.635742
	Iteration 1F: 3 clusters Score -2.366888e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111970 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -23670914.000000 Penalty: 6055.635742
	Iteration 2Q: 3 clusters Score -2.367091e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -23674128.000000 Penalty: 6055.635742
	Iteration 3Q: 3 clusters Score -2.367413e+07 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128052 members 
Mstep: Class 2 contains 72523 members 
Entering Unmasked Estep 
Score: -23679610.000000 Penalty: 6055.635742
	Iteration 4F: 3 clusters Score -2.367961e+07 nChanged 14076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141572 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -23689574.000000 Penalty: 6055.635742
	Iteration 5F: 3 clusters Score -2.368957e+07 nChanged 16917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158215 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -23703408.000000 Penalty: 6055.635742
	Iteration 6F: 3 clusters Score -2.370341e+07 nChanged 16813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174924 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -23716978.000000 Penalty: 6055.635742
	Iteration 7F: 3 clusters Score -2.371698e+07 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187133 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -23727704.000000 Penalty: 6055.635742
	Iteration 8F: 3 clusters Score -2.37277e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193690 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -23733102.000000 Penalty: 6055.635742
	Iteration 9Q: 3 clusters Score -2.37331e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196423 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -23735702.000000 Penalty: 6055.635742
	Iteration 10Q: 3 clusters Score -2.37357e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197481 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23736792.000000 Penalty: 6055.635742
	Iteration 11Q: 3 clusters Score -2.373679e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197915 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -23737384.000000 Penalty: 6055.635742
	Iteration 12Q: 3 clusters Score -2.373738e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198139 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -23737662.000000 Penalty: 6055.635742
	Iteration 13Q: 3 clusters Score -2.373766e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198231 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -23737922.000000 Penalty: 6055.635742
	Iteration 14Q: 3 clusters Score -2.373792e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198278 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -23738046.000000 Penalty: 6055.635742
	Iteration 15Q: 3 clusters Score -2.373805e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198302 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -23738122.000000 Penalty: 6055.635742
	Iteration 16Q: 3 clusters Score -2.373812e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198301 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -23738228.000000 Penalty: 6055.635742
	Iteration 17Q: 3 clusters Score -2.373823e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198293 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -23738230.000000 Penalty: 6055.635742
	Iteration 18Q: 3 clusters Score -2.373823e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198310 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -23738278.000000 Penalty: 6055.635742
	Iteration 19Q: 3 clusters Score -2.373828e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198334 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -23738304.000000 Penalty: 6055.635742
	Iteration 20F: 3 clusters Score -2.37383e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198350 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -23738322.000000 Penalty: 6055.635742
	Iteration 21Q: 3 clusters Score -2.373832e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198362 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -23738322.000000 Penalty: 6055.635742
	Iteration 22Q: 3 clusters Score -2.373832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198369 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -23738354.000000 Penalty: 6055.635742
	Iteration 23Q: 3 clusters Score -2.373835e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198377 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -23738350.000000 Penalty: 6055.635742
	Iteration 24Q: 3 clusters Score -2.373835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198378 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -23738334.000000 Penalty: 6055.635742
	Iteration 25Q: 3 clusters Score -2.373833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198382 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -23738356.000000 Penalty: 6055.635742
	Iteration 26Q: 3 clusters Score -2.373836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198384 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -23738362.000000 Penalty: 6055.635742
	Iteration 27Q: 3 clusters Score -2.373836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198381 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -23738368.000000 Penalty: 6055.635742
	Iteration 28Q: 3 clusters Score -2.373837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198380 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -23738380.000000 Penalty: 6055.635742
	Iteration 29Q: 3 clusters Score -2.373838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198382 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -23738378.000000 Penalty: 6055.635742
	Iteration 30Q: 3 clusters Score -2.373838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198381 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -23738370.000000 Penalty: 6055.635742
	Iteration 31Q: 3 clusters Score -2.373837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198380 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -23738376.000000 Penalty: 6055.635742
	Iteration 32Q: 3 clusters Score -2.373838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198381 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -23738382.000000 Penalty: 6055.635742
	Iteration 33Q: 3 clusters Score -2.373838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198380 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -23738394.000000 Penalty: 6055.635742
	Iteration 34Q: 3 clusters Score -2.373839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198381 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -23738370.000000 Penalty: 6055.635742
	Iteration 35Q: 3 clusters Score -2.373837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198381 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -23738380.000000 Penalty: 6055.635742
	Iteration 36Q: 3 clusters Score -2.373838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198380 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -23738380.000000 Penalty: 6055.635742
	Iteration 37Q: 3 clusters Score -2.373838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198379 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -23738396.000000 Penalty: 6055.635742
	Iteration 38Q: 3 clusters Score -2.37384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198379 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -23738394.000000 Penalty: 6055.635742
	Iteration 39Q: 3 clusters Score -2.373839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198379 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -23738402.000000 Penalty: 6055.635742
	Iteration 40F: 3 clusters Score -2.37384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198380 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -23738402.000000 Penalty: 6055.635742
	Iteration 41Q: 3 clusters Score -2.37384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198381 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -23738396.000000 Penalty: 6055.635742
	Iteration 42Q: 3 clusters Score -2.37384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198380 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -23738400.000000 Penalty: 6055.635742
	Iteration 43Q: 3 clusters Score -2.37384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198379 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -23738390.000000 Penalty: 6055.635742
	Iteration 44Q: 3 clusters Score -2.373839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198379 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -23738390.000000 Penalty: 6055.635742
	Iteration 45F: 3 clusters Score -2.373839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Entering Unmasked Estep 
Score: -380992.437500 Penalty: 2018.870483
	Iteration 0F: 2 clusters Score -380992.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -377458.062500 Penalty: 4037.740967
	Iteration 0F: 3 clusters Score -377458.1 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -378188.843750 Penalty: 4037.740967
	Iteration 1F: 3 clusters Score -378188.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -378401.562500 Penalty: 4037.740967
	Iteration 2F: 3 clusters Score -378401.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -378539.281250 Penalty: 4037.740967
	Iteration 3F: 3 clusters Score -378539.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -378628.375000 Penalty: 4037.740967
	Iteration 4Q: 3 clusters Score -378628.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -378703.937500 Penalty: 4037.740967
	Iteration 5Q: 3 clusters Score -378703.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -378780.343750 Penalty: 4037.740967
	Iteration 6Q: 3 clusters Score -378780.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -378849.031250 Penalty: 4037.740967
	Iteration 7Q: 3 clusters Score -378849 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -378901.750000 Penalty: 4037.740967
	Iteration 8Q: 3 clusters Score -378901.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -378948.656250 Penalty: 4037.740967
	Iteration 9Q: 3 clusters Score -378948.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -378999.000000 Penalty: 4037.740967
	Iteration 10Q: 3 clusters Score -378999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -379057.937500 Penalty: 4037.740967
	Iteration 11Q: 3 clusters Score -379057.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -379121.750000 Penalty: 4037.740967
	Iteration 12Q: 3 clusters Score -379121.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -379187.781250 Penalty: 4037.740967
	Iteration 13Q: 3 clusters Score -379187.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -379251.968750 Penalty: 4037.740967
	Iteration 14Q: 3 clusters Score -379252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -379304.625000 Penalty: 4037.740967
	Iteration 15Q: 3 clusters Score -379304.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -379356.250000 Penalty: 4037.740967
	Iteration 16Q: 3 clusters Score -379356.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -379402.281250 Penalty: 4037.740967
	Iteration 17Q: 3 clusters Score -379402.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -379434.250000 Penalty: 4037.740967
	Iteration 18Q: 3 clusters Score -379434.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -379472.718750 Penalty: 4037.740967
	Iteration 19Q: 3 clusters Score -379472.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -379510.375000 Penalty: 4037.740967
	Iteration 20F: 3 clusters Score -379510.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -379540.687500 Penalty: 4037.740967
	Iteration 21Q: 3 clusters Score -379540.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -379573.531250 Penalty: 4037.740967
	Iteration 22Q: 3 clusters Score -379573.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -379595.093750 Penalty: 4037.740967
	Iteration 23Q: 3 clusters Score -379595.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -379613.312500 Penalty: 4037.740967
	Iteration 24Q: 3 clusters Score -379613.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -379633.843750 Penalty: 4037.740967
	Iteration 25Q: 3 clusters Score -379633.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -379648.812500 Penalty: 4037.740967
	Iteration 26Q: 3 clusters Score -379648.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -379669.687500 Penalty: 4037.740967
	Iteration 27Q: 3 clusters Score -379669.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -379679.500000 Penalty: 4037.740967
	Iteration 28Q: 3 clusters Score -379679.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -379683.625000 Penalty: 4037.740967
	Iteration 29Q: 3 clusters Score -379683.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -379685.250000 Penalty: 4037.740967
	Iteration 30Q: 3 clusters Score -379685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -379687.562500 Penalty: 4037.740967
	Iteration 31Q: 3 clusters Score -379687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -379690.062500 Penalty: 4037.740967
	Iteration 32Q: 3 clusters Score -379690.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -379692.031250 Penalty: 4037.740967
	Iteration 33Q: 3 clusters Score -379692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -379692.031250 Penalty: 4037.740967
	Iteration 34F: 3 clusters Score -379692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Entering Unmasked Estep 
Score: -548611.062500 Penalty: 2112.412598
	Iteration 0F: 2 clusters Score -548611.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -544070.687500 Penalty: 4224.825195
	Iteration 0F: 3 clusters Score -544070.7 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -545242.750000 Penalty: 4224.825195
	Iteration 1F: 3 clusters Score -545242.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -545536.500000 Penalty: 4224.825195
	Iteration 2F: 3 clusters Score -545536.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -545769.812500 Penalty: 4224.825195
	Iteration 3F: 3 clusters Score -545769.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -546027.000000 Penalty: 4224.825195
	Iteration 4F: 3 clusters Score -546027 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -546243.375000 Penalty: 4224.825195
	Iteration 5Q: 3 clusters Score -546243.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -546381.187500 Penalty: 4224.825195
	Iteration 6Q: 3 clusters Score -546381.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -546492.687500 Penalty: 4224.825195
	Iteration 7Q: 3 clusters Score -546492.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -546578.812500 Penalty: 4224.825195
	Iteration 8Q: 3 clusters Score -546578.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -546648.687500 Penalty: 4224.825195
	Iteration 9Q: 3 clusters Score -546648.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -546712.375000 Penalty: 4224.825195
	Iteration 10Q: 3 clusters Score -546712.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -546771.250000 Penalty: 4224.825195
	Iteration 11Q: 3 clusters Score -546771.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -546829.687500 Penalty: 4224.825195
	Iteration 12Q: 3 clusters Score -546829.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -546879.250000 Penalty: 4224.825195
	Iteration 13Q: 3 clusters Score -546879.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -546918.687500 Penalty: 4224.825195
	Iteration 14Q: 3 clusters Score -546918.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -546945.625000 Penalty: 4224.825195
	Iteration 15Q: 3 clusters Score -546945.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -546969.375000 Penalty: 4224.825195
	Iteration 16Q: 3 clusters Score -546969.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -546988.187500 Penalty: 4224.825195
	Iteration 17Q: 3 clusters Score -546988.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -547003.500000 Penalty: 4224.825195
	Iteration 18Q: 3 clusters Score -547003.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -547013.062500 Penalty: 4224.825195
	Iteration 19Q: 3 clusters Score -547013.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -547023.375000 Penalty: 4224.825195
	Iteration 20F: 3 clusters Score -547023.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -547033.062500 Penalty: 4224.825195
	Iteration 21Q: 3 clusters Score -547033.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -547041.937500 Penalty: 4224.825195
	Iteration 22Q: 3 clusters Score -547041.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -547053.812500 Penalty: 4224.825195
	Iteration 23Q: 3 clusters Score -547053.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -547062.375000 Penalty: 4224.825195
	Iteration 24Q: 3 clusters Score -547062.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -547067.500000 Penalty: 4224.825195
	Iteration 25Q: 3 clusters Score -547067.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -547078.375000 Penalty: 4224.825195
	Iteration 26Q: 3 clusters Score -547078.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -547088.812500 Penalty: 4224.825195
	Iteration 27Q: 3 clusters Score -547088.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -547098.375000 Penalty: 4224.825195
	Iteration 28Q: 3 clusters Score -547098.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -547105.062500 Penalty: 4224.825195
	Iteration 29Q: 3 clusters Score -547105.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -547108.812500 Penalty: 4224.825195
	Iteration 30Q: 3 clusters Score -547108.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -547112.625000 Penalty: 4224.825195
	Iteration 31Q: 3 clusters Score -547112.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -547115.750000 Penalty: 4224.825195
	Iteration 32Q: 3 clusters Score -547115.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -547118.875000 Penalty: 4224.825195
	Iteration 33Q: 3 clusters Score -547118.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -547120.312500 Penalty: 4224.825195
	Iteration 34Q: 3 clusters Score -547120.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -547122.500000 Penalty: 4224.825195
	Iteration 35Q: 3 clusters Score -547122.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -547124.875000 Penalty: 4224.825195
	Iteration 36Q: 3 clusters Score -547124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -547124.750000 Penalty: 4224.825195
	Iteration 37Q: 3 clusters Score -547124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -547127.875000 Penalty: 4224.825195
	Iteration 38Q: 3 clusters Score -547127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -547128.875000 Penalty: 4224.825195
	Iteration 39Q: 3 clusters Score -547128.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -547129.625000 Penalty: 4224.825195
	Iteration 40F: 3 clusters Score -547129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -547131.125000 Penalty: 4224.825195
	Iteration 41Q: 3 clusters Score -547131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -547131.312500 Penalty: 4224.825195
	Iteration 42Q: 3 clusters Score -547131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -547133.125000 Penalty: 4224.825195
	Iteration 43Q: 3 clusters Score -547133.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -547134.250000 Penalty: 4224.825195
	Iteration 44Q: 3 clusters Score -547134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -547134.687500 Penalty: 4224.825195
	Iteration 45Q: 3 clusters Score -547134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -547135.125000 Penalty: 4224.825195
	Iteration 46Q: 3 clusters Score -547135.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -547136.062500 Penalty: 4224.825195
	Iteration 47Q: 3 clusters Score -547136.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -547137.562500 Penalty: 4224.825195
	Iteration 48Q: 3 clusters Score -547137.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -547138.187500 Penalty: 4224.825195
	Iteration 49Q: 3 clusters Score -547138.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -547140.125000 Penalty: 4224.825195
	Iteration 50Q: 3 clusters Score -547140.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -547144.000000 Penalty: 4224.825195
	Iteration 51Q: 3 clusters Score -547144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -547144.000000 Penalty: 4224.825195
	Iteration 52Q: 3 clusters Score -547144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -547145.437500 Penalty: 4224.825195
	Iteration 53Q: 3 clusters Score -547145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -547145.687500 Penalty: 4224.825195
	Iteration 54Q: 3 clusters Score -547145.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -547145.812500 Penalty: 4224.825195
	Iteration 55Q: 3 clusters Score -547145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -547147.875000 Penalty: 4224.825195
	Iteration 56Q: 3 clusters Score -547147.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -547149.062500 Penalty: 4224.825195
	Iteration 57Q: 3 clusters Score -547149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -547150.687500 Penalty: 4224.825195
	Iteration 58Q: 3 clusters Score -547150.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -547150.875000 Penalty: 4224.825195
	Iteration 59Q: 3 clusters Score -547150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -547151.312500 Penalty: 4224.825195
	Iteration 60F: 3 clusters Score -547151.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (151478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151478 members 
Entering Unmasked Estep 
Score: -18169594.000000 Penalty: 2958.192627
	Iteration 0F: 2 clusters Score -1.816959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -18069048.000000 Penalty: 5916.385254
	Iteration 0F: 3 clusters Score -1.806905e+07 nChanged 72338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 76314 members 
Entering Unmasked Estep 
Score: -18110426.000000 Penalty: 5916.385254
	Iteration 1F: 3 clusters Score -1.811043e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 76932 members 
Entering Unmasked Estep 
Score: -18111046.000000 Penalty: 5916.385254
	Iteration 2Q: 3 clusters Score -1.811105e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73498 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -18111840.000000 Penalty: 5916.385254
	Iteration 3Q: 3 clusters Score -1.811184e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 79604 members 
Entering Unmasked Estep 
Score: -18112862.000000 Penalty: 5916.385254
	Iteration 4Q: 3 clusters Score -1.811286e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -18114278.000000 Penalty: 5916.385254
	Iteration 5Q: 3 clusters Score -1.811428e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -18116568.000000 Penalty: 5916.385254
	Iteration 6Q: 3 clusters Score -1.811657e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 91718 members 
Entering Unmasked Estep 
Score: -18120398.000000 Penalty: 5916.385254
	Iteration 7F: 3 clusters Score -1.81204e+07 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 99670 members 
Entering Unmasked Estep 
Score: -18126658.000000 Penalty: 5916.385254
	Iteration 8F: 3 clusters Score -1.812666e+07 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 109660 members 
Entering Unmasked Estep 
Score: -18136096.000000 Penalty: 5916.385254
	Iteration 9F: 3 clusters Score -1.81361e+07 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 119999 members 
Entering Unmasked Estep 
Score: -18146968.000000 Penalty: 5916.385254
	Iteration 10F: 3 clusters Score -1.814697e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 128060 members 
Entering Unmasked Estep 
Score: -18155886.000000 Penalty: 5916.385254
	Iteration 11F: 3 clusters Score -1.815589e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 132696 members 
Entering Unmasked Estep 
Score: -18160956.000000 Penalty: 5916.385254
	Iteration 12Q: 3 clusters Score -1.816096e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 135290 members 
Entering Unmasked Estep 
Score: -18163280.000000 Penalty: 5916.385254
	Iteration 13Q: 3 clusters Score -1.816328e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 137089 members 
Entering Unmasked Estep 
Score: -18164530.000000 Penalty: 5916.385254
	Iteration 14Q: 3 clusters Score -1.816453e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 138537 members 
Entering Unmasked Estep 
Score: -18165340.000000 Penalty: 5916.385254
	Iteration 15Q: 3 clusters Score -1.816534e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 139723 members 
Entering Unmasked Estep 
Score: -18165948.000000 Penalty: 5916.385254
	Iteration 16Q: 3 clusters Score -1.816595e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 140736 members 
Entering Unmasked Estep 
Score: -18166312.000000 Penalty: 5916.385254
	Iteration 17Q: 3 clusters Score -1.816631e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 141597 members 
Entering Unmasked Estep 
Score: -18166568.000000 Penalty: 5916.385254
	Iteration 18Q: 3 clusters Score -1.816657e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 142359 members 
Entering Unmasked Estep 
Score: -18166876.000000 Penalty: 5916.385254
	Iteration 19Q: 3 clusters Score -1.816688e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 143025 members 
Entering Unmasked Estep 
Score: -18166990.000000 Penalty: 5916.385254
	Iteration 20F: 3 clusters Score -1.816699e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 143657 members 
Entering Unmasked Estep 
Score: -18167170.000000 Penalty: 5916.385254
	Iteration 21Q: 3 clusters Score -1.816717e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 144229 members 
Entering Unmasked Estep 
Score: -18167422.000000 Penalty: 5916.385254
	Iteration 22Q: 3 clusters Score -1.816742e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 144771 members 
Entering Unmasked Estep 
Score: -18167574.000000 Penalty: 5916.385254
	Iteration 23Q: 3 clusters Score -1.816757e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 145242 members 
Entering Unmasked Estep 
Score: -18167676.000000 Penalty: 5916.385254
	Iteration 24Q: 3 clusters Score -1.816768e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 145670 members 
Entering Unmasked Estep 
Score: -18167766.000000 Penalty: 5916.385254
	Iteration 25Q: 3 clusters Score -1.816777e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 146067 members 
Entering Unmasked Estep 
Score: -18167816.000000 Penalty: 5916.385254
	Iteration 26Q: 3 clusters Score -1.816782e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 146401 members 
Entering Unmasked Estep 
Score: -18167846.000000 Penalty: 5916.385254
	Iteration 27Q: 3 clusters Score -1.816785e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 146671 members 
Entering Unmasked Estep 
Score: -18167880.000000 Penalty: 5916.385254
	Iteration 28Q: 3 clusters Score -1.816788e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 146940 members 
Entering Unmasked Estep 
Score: -18167928.000000 Penalty: 5916.385254
	Iteration 29Q: 3 clusters Score -1.816793e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 147189 members 
Entering Unmasked Estep 
Score: -18167972.000000 Penalty: 5916.385254
	Iteration 30Q: 3 clusters Score -1.816797e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 147414 members 
Entering Unmasked Estep 
Score: -18167960.000000 Penalty: 5916.385254
	Iteration 31Q: 3 clusters Score -1.816796e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 147618 members 
Entering Unmasked Estep 
Score: -18168066.000000 Penalty: 5916.385254
	Iteration 32Q: 3 clusters Score -1.816807e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 147770 members 
Entering Unmasked Estep 
Score: -18168068.000000 Penalty: 5916.385254
	Iteration 33Q: 3 clusters Score -1.816807e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 147907 members 
Entering Unmasked Estep 
Score: -18168068.000000 Penalty: 5916.385254
	Iteration 34Q: 3 clusters Score -1.816807e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 148047 members 
Entering Unmasked Estep 
Score: -18168086.000000 Penalty: 5916.385254
	Iteration 35Q: 3 clusters Score -1.816809e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 148183 members 
Entering Unmasked Estep 
Score: -18168062.000000 Penalty: 5916.385254
	Iteration 36Q: 3 clusters Score -1.816806e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 148296 members 
Entering Unmasked Estep 
Score: -18168088.000000 Penalty: 5916.385254
	Iteration 37Q: 3 clusters Score -1.816809e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 148389 members 
Entering Unmasked Estep 
Score: -18168078.000000 Penalty: 5916.385254
	Iteration 38Q: 3 clusters Score -1.816808e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 148480 members 
Entering Unmasked Estep 
Score: -18168122.000000 Penalty: 5916.385254
	Iteration 39Q: 3 clusters Score -1.816812e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 148568 members 
Entering Unmasked Estep 
Score: -18168126.000000 Penalty: 5916.385254
	Iteration 40F: 3 clusters Score -1.816813e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 148657 members 
Entering Unmasked Estep 
Score: -18168168.000000 Penalty: 5916.385254
	Iteration 41Q: 3 clusters Score -1.816817e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 148746 members 
Entering Unmasked Estep 
Score: -18168158.000000 Penalty: 5916.385254
	Iteration 42Q: 3 clusters Score -1.816816e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 148829 members 
Entering Unmasked Estep 
Score: -18168164.000000 Penalty: 5916.385254
	Iteration 43Q: 3 clusters Score -1.816816e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 148900 members 
Entering Unmasked Estep 
Score: -18168106.000000 Penalty: 5916.385254
	Iteration 44Q: 3 clusters Score -1.816811e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 148965 members 
Entering Unmasked Estep 
Score: -18168098.000000 Penalty: 5916.385254
	Iteration 45Q: 3 clusters Score -1.81681e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 149024 members 
Entering Unmasked Estep 
Score: -18168084.000000 Penalty: 5916.385254
	Iteration 46Q: 3 clusters Score -1.816808e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 149082 members 
Entering Unmasked Estep 
Score: -18168062.000000 Penalty: 5916.385254
	Iteration 47Q: 3 clusters Score -1.816806e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 149135 members 
Entering Unmasked Estep 
Score: -18168068.000000 Penalty: 5916.385254
	Iteration 48Q: 3 clusters Score -1.816807e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 149178 members 
Entering Unmasked Estep 
Score: -18168076.000000 Penalty: 5916.385254
	Iteration 49Q: 3 clusters Score -1.816808e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 149214 members 
Entering Unmasked Estep 
Score: -18168084.000000 Penalty: 5916.385254
	Iteration 50Q: 3 clusters Score -1.816808e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 149243 members 
Entering Unmasked Estep 
Score: -18168092.000000 Penalty: 5916.385254
	Iteration 51Q: 3 clusters Score -1.816809e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 149263 members 
Entering Unmasked Estep 
Score: -18168104.000000 Penalty: 5916.385254
	Iteration 52Q: 3 clusters Score -1.81681e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 149291 members 
Entering Unmasked Estep 
Score: -18168102.000000 Penalty: 5916.385254
	Iteration 53Q: 3 clusters Score -1.81681e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 149322 members 
Entering Unmasked Estep 
Score: -18168108.000000 Penalty: 5916.385254
	Iteration 54Q: 3 clusters Score -1.816811e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 149353 members 
Entering Unmasked Estep 
Score: -18168130.000000 Penalty: 5916.385254
	Iteration 55Q: 3 clusters Score -1.816813e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 149386 members 
Entering Unmasked Estep 
Score: -18168132.000000 Penalty: 5916.385254
	Iteration 56Q: 3 clusters Score -1.816813e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 149421 members 
Entering Unmasked Estep 
Score: -18168136.000000 Penalty: 5916.385254
	Iteration 57Q: 3 clusters Score -1.816814e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 149453 members 
Entering Unmasked Estep 
Score: -18168142.000000 Penalty: 5916.385254
	Iteration 58Q: 3 clusters Score -1.816814e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 149485 members 
Entering Unmasked Estep 
Score: -18168126.000000 Penalty: 5916.385254
	Iteration 59Q: 3 clusters Score -1.816813e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 149521 members 
Entering Unmasked Estep 
Score: -18168138.000000 Penalty: 5916.385254
	Iteration 60F: 3 clusters Score -1.816814e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 149555 members 
Entering Unmasked Estep 
Score: -18168134.000000 Penalty: 5916.385254
	Iteration 61Q: 3 clusters Score -1.816813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 149572 members 
Entering Unmasked Estep 
Score: -18168144.000000 Penalty: 5916.385254
	Iteration 62Q: 3 clusters Score -1.816814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 149584 members 
Entering Unmasked Estep 
Score: -18168136.000000 Penalty: 5916.385254
	Iteration 63Q: 3 clusters Score -1.816814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 149591 members 
Entering Unmasked Estep 
Score: -18168140.000000 Penalty: 5916.385254
	Iteration 64Q: 3 clusters Score -1.816814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 149598 members 
Entering Unmasked Estep 
Score: -18168136.000000 Penalty: 5916.385254
	Iteration 65Q: 3 clusters Score -1.816814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 149605 members 
Entering Unmasked Estep 
Score: -18168148.000000 Penalty: 5916.385254
	Iteration 66Q: 3 clusters Score -1.816815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 149609 members 
Entering Unmasked Estep 
Score: -18168122.000000 Penalty: 5916.385254
	Iteration 67Q: 3 clusters Score -1.816812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 149613 members 
Entering Unmasked Estep 
Score: -18168130.000000 Penalty: 5916.385254
	Iteration 68Q: 3 clusters Score -1.816813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 149619 members 
Entering Unmasked Estep 
Score: -18168136.000000 Penalty: 5916.385254
	Iteration 69Q: 3 clusters Score -1.816814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 149623 members 
Entering Unmasked Estep 
Score: -18168136.000000 Penalty: 5916.385254
	Iteration 70Q: 3 clusters Score -1.816814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 149623 members 
Entering Unmasked Estep 
Score: -18168136.000000 Penalty: 5916.385254
	Iteration 71Q: 3 clusters Score -1.816814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 149635 members 
Entering Unmasked Estep 
Score: -18168136.000000 Penalty: 5916.385254
	Iteration 72Q: 3 clusters Score -1.816814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 149648 members 
Entering Unmasked Estep 
Score: -18168140.000000 Penalty: 5916.385254
	Iteration 73Q: 3 clusters Score -1.816814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 149658 members 
Entering Unmasked Estep 
Score: -18168142.000000 Penalty: 5916.385254
	Iteration 74Q: 3 clusters Score -1.816814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 149666 members 
Entering Unmasked Estep 
Score: -18168152.000000 Penalty: 5916.385254
	Iteration 75Q: 3 clusters Score -1.816815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 149680 members 
Entering Unmasked Estep 
Score: -18168160.000000 Penalty: 5916.385254
	Iteration 76Q: 3 clusters Score -1.816816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 149689 members 
Entering Unmasked Estep 
Score: -18168164.000000 Penalty: 5916.385254
	Iteration 77Q: 3 clusters Score -1.816816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 149699 members 
Entering Unmasked Estep 
Score: -18168146.000000 Penalty: 5916.385254
	Iteration 78Q: 3 clusters Score -1.816815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 149705 members 
Entering Unmasked Estep 
Score: -18168152.000000 Penalty: 5916.385254
	Iteration 79Q: 3 clusters Score -1.816815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 149715 members 
Entering Unmasked Estep 
Score: -18168170.000000 Penalty: 5916.385254
	Iteration 80F: 3 clusters Score -1.816817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 149723 members 
Entering Unmasked Estep 
Score: -18168192.000000 Penalty: 5916.385254
	Iteration 81Q: 3 clusters Score -1.816819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 149732 members 
Entering Unmasked Estep 
Score: -18168176.000000 Penalty: 5916.385254
	Iteration 82Q: 3 clusters Score -1.816818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 149737 members 
Entering Unmasked Estep 
Score: -18168184.000000 Penalty: 5916.385254
	Iteration 83Q: 3 clusters Score -1.816818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 149741 members 
Entering Unmasked Estep 
Score: -18168184.000000 Penalty: 5916.385254
	Iteration 84Q: 3 clusters Score -1.816818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 149744 members 
Entering Unmasked Estep 
Score: -18168208.000000 Penalty: 5916.385254
	Iteration 85Q: 3 clusters Score -1.816821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 149747 members 
Entering Unmasked Estep 
Score: -18168200.000000 Penalty: 5916.385254
	Iteration 86Q: 3 clusters Score -1.81682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 149756 members 
Entering Unmasked Estep 
Score: -18168196.000000 Penalty: 5916.385254
	Iteration 87Q: 3 clusters Score -1.81682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 149755 members 
Entering Unmasked Estep 
Score: -18168208.000000 Penalty: 5916.385254
	Iteration 88Q: 3 clusters Score -1.816821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 149757 members 
Entering Unmasked Estep 
Score: -18168192.000000 Penalty: 5916.385254
	Iteration 89Q: 3 clusters Score -1.816819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 149760 members 
Entering Unmasked Estep 
Score: -18168198.000000 Penalty: 5916.385254
	Iteration 90Q: 3 clusters Score -1.81682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 149764 members 
Entering Unmasked Estep 
Score: -18168198.000000 Penalty: 5916.385254
	Iteration 91Q: 3 clusters Score -1.81682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 149767 members 
Entering Unmasked Estep 
Score: -18168204.000000 Penalty: 5916.385254
	Iteration 92Q: 3 clusters Score -1.81682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 149770 members 
Entering Unmasked Estep 
Score: -18168192.000000 Penalty: 5916.385254
	Iteration 93Q: 3 clusters Score -1.816819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 149774 members 
Entering Unmasked Estep 
Score: -18168192.000000 Penalty: 5916.385254
	Iteration 94Q: 3 clusters Score -1.816819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 149778 members 
Entering Unmasked Estep 
Score: -18168198.000000 Penalty: 5916.385254
	Iteration 95Q: 3 clusters Score -1.81682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 149780 members 
Entering Unmasked Estep 
Score: -18168198.000000 Penalty: 5916.385254
	Iteration 96Q: 3 clusters Score -1.81682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 149783 members 
Entering Unmasked Estep 
Score: -18168196.000000 Penalty: 5916.385254
	Iteration 97Q: 3 clusters Score -1.81682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 149782 members 
Entering Unmasked Estep 
Score: -18168200.000000 Penalty: 5916.385254
	Iteration 98Q: 3 clusters Score -1.81682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 149781 members 
Entering Unmasked Estep 
Score: -18168196.000000 Penalty: 5916.385254
	Iteration 99Q: 3 clusters Score -1.81682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 149783 members 
Entering Unmasked Estep 
Score: -18168190.000000 Penalty: 5916.385254
	Iteration 100F: 3 clusters Score -1.816819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 149785 members 
Entering Unmasked Estep 
Score: -18168186.000000 Penalty: 5916.385254
	Iteration 101Q: 3 clusters Score -1.816819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 149788 members 
Entering Unmasked Estep 
Score: -18168184.000000 Penalty: 5916.385254
	Iteration 102Q: 3 clusters Score -1.816818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 149791 members 
Entering Unmasked Estep 
Score: -18168186.000000 Penalty: 5916.385254
	Iteration 103Q: 3 clusters Score -1.816819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 149791 members 
Entering Unmasked Estep 
Score: -18168186.000000 Penalty: 5916.385254
	Iteration 104F: 3 clusters Score -1.816819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Entering Unmasked Estep 
Score: -983145.250000 Penalty: 2262.351074
	Iteration 0F: 2 clusters Score -983145.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -976037.500000 Penalty: 4524.702148
	Iteration 0F: 3 clusters Score -976037.5 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -978254.062500 Penalty: 4524.702148
	Iteration 1F: 3 clusters Score -978254.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -978741.937500 Penalty: 4524.702148
	Iteration 2F: 3 clusters Score -978741.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -979184.250000 Penalty: 4524.702148
	Iteration 3F: 3 clusters Score -979184.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -979574.437500 Penalty: 4524.702148
	Iteration 4F: 3 clusters Score -979574.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -979891.312500 Penalty: 4524.702148
	Iteration 5F: 3 clusters Score -979891.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -980155.375000 Penalty: 4524.702148
	Iteration 6Q: 3 clusters Score -980155.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -980375.812500 Penalty: 4524.702148
	Iteration 7Q: 3 clusters Score -980375.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -980538.375000 Penalty: 4524.702148
	Iteration 8Q: 3 clusters Score -980538.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -980646.750000 Penalty: 4524.702148
	Iteration 9Q: 3 clusters Score -980646.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -980729.875000 Penalty: 4524.702148
	Iteration 10Q: 3 clusters Score -980729.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -980800.625000 Penalty: 4524.702148
	Iteration 11Q: 3 clusters Score -980800.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -980867.125000 Penalty: 4524.702148
	Iteration 12Q: 3 clusters Score -980867.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -980912.437500 Penalty: 4524.702148
	Iteration 13Q: 3 clusters Score -980912.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -980939.812500 Penalty: 4524.702148
	Iteration 14Q: 3 clusters Score -980939.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -980955.562500 Penalty: 4524.702148
	Iteration 15Q: 3 clusters Score -980955.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -980965.687500 Penalty: 4524.702148
	Iteration 16Q: 3 clusters Score -980965.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -980984.250000 Penalty: 4524.702148
	Iteration 17Q: 3 clusters Score -980984.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -980996.437500 Penalty: 4524.702148
	Iteration 18Q: 3 clusters Score -980996.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -981006.687500 Penalty: 4524.702148
	Iteration 19Q: 3 clusters Score -981006.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -981021.562500 Penalty: 4524.702148
	Iteration 20F: 3 clusters Score -981021.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -981040.937500 Penalty: 4524.702148
	Iteration 21Q: 3 clusters Score -981040.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -981064.062500 Penalty: 4524.702148
	Iteration 22Q: 3 clusters Score -981064.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -981091.375000 Penalty: 4524.702148
	Iteration 23Q: 3 clusters Score -981091.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -981115.562500 Penalty: 4524.702148
	Iteration 24Q: 3 clusters Score -981115.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -981137.875000 Penalty: 4524.702148
	Iteration 25Q: 3 clusters Score -981137.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -981158.250000 Penalty: 4524.702148
	Iteration 26Q: 3 clusters Score -981158.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -981176.437500 Penalty: 4524.702148
	Iteration 27Q: 3 clusters Score -981176.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -981197.750000 Penalty: 4524.702148
	Iteration 28Q: 3 clusters Score -981197.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -981221.750000 Penalty: 4524.702148
	Iteration 29Q: 3 clusters Score -981221.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -981242.250000 Penalty: 4524.702148
	Iteration 30Q: 3 clusters Score -981242.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -981260.312500 Penalty: 4524.702148
	Iteration 31Q: 3 clusters Score -981260.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -981276.687500 Penalty: 4524.702148
	Iteration 32Q: 3 clusters Score -981276.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -981292.062500 Penalty: 4524.702148
	Iteration 33Q: 3 clusters Score -981292.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -981306.687500 Penalty: 4524.702148
	Iteration 34Q: 3 clusters Score -981306.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -981318.062500 Penalty: 4524.702148
	Iteration 35Q: 3 clusters Score -981318.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -981329.000000 Penalty: 4524.702148
	Iteration 36Q: 3 clusters Score -981329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -981342.375000 Penalty: 4524.702148
	Iteration 37Q: 3 clusters Score -981342.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -981353.312500 Penalty: 4524.702148
	Iteration 38Q: 3 clusters Score -981353.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -981368.250000 Penalty: 4524.702148
	Iteration 39Q: 3 clusters Score -981368.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -981378.937500 Penalty: 4524.702148
	Iteration 40F: 3 clusters Score -981378.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -981390.375000 Penalty: 4524.702148
	Iteration 41Q: 3 clusters Score -981390.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -981401.812500 Penalty: 4524.702148
	Iteration 42Q: 3 clusters Score -981401.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -981424.375000 Penalty: 4524.702148
	Iteration 43Q: 3 clusters Score -981424.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -981444.500000 Penalty: 4524.702148
	Iteration 44Q: 3 clusters Score -981444.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -981472.437500 Penalty: 4524.702148
	Iteration 45Q: 3 clusters Score -981472.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -981503.250000 Penalty: 4524.702148
	Iteration 46Q: 3 clusters Score -981503.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -981531.625000 Penalty: 4524.702148
	Iteration 47Q: 3 clusters Score -981531.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -981568.187500 Penalty: 4524.702148
	Iteration 48Q: 3 clusters Score -981568.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -981614.812500 Penalty: 4524.702148
	Iteration 49Q: 3 clusters Score -981614.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -981659.187500 Penalty: 4524.702148
	Iteration 50Q: 3 clusters Score -981659.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -981700.375000 Penalty: 4524.702148
	Iteration 51Q: 3 clusters Score -981700.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -981740.375000 Penalty: 4524.702148
	Iteration 52Q: 3 clusters Score -981740.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -981776.375000 Penalty: 4524.702148
	Iteration 53Q: 3 clusters Score -981776.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -981808.125000 Penalty: 4524.702148
	Iteration 54Q: 3 clusters Score -981808.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -981850.750000 Penalty: 4524.702148
	Iteration 55Q: 3 clusters Score -981850.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -981887.937500 Penalty: 4524.702148
	Iteration 56Q: 3 clusters Score -981887.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -981924.500000 Penalty: 4524.702148
	Iteration 57Q: 3 clusters Score -981924.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -981946.187500 Penalty: 4524.702148
	Iteration 58Q: 3 clusters Score -981946.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -981967.062500 Penalty: 4524.702148
	Iteration 59Q: 3 clusters Score -981967.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -981982.875000 Penalty: 4524.702148
	Iteration 60F: 3 clusters Score -981982.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -981994.625000 Penalty: 4524.702148
	Iteration 61Q: 3 clusters Score -981994.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -982006.500000 Penalty: 4524.702148
	Iteration 62Q: 3 clusters Score -982006.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -982021.625000 Penalty: 4524.702148
	Iteration 63Q: 3 clusters Score -982021.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -982028.000000 Penalty: 4524.702148
	Iteration 64Q: 3 clusters Score -982028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -982036.062500 Penalty: 4524.702148
	Iteration 65Q: 3 clusters Score -982036.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -982044.250000 Penalty: 4524.702148
	Iteration 66Q: 3 clusters Score -982044.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -982048.000000 Penalty: 4524.702148
	Iteration 67Q: 3 clusters Score -982048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -982055.687500 Penalty: 4524.702148
	Iteration 68Q: 3 clusters Score -982055.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -982062.312500 Penalty: 4524.702148
	Iteration 69Q: 3 clusters Score -982062.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -982067.875000 Penalty: 4524.702148
	Iteration 70Q: 3 clusters Score -982067.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -982069.250000 Penalty: 4524.702148
	Iteration 71Q: 3 clusters Score -982069.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -982073.375000 Penalty: 4524.702148
	Iteration 72Q: 3 clusters Score -982073.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -982075.687500 Penalty: 4524.702148
	Iteration 73Q: 3 clusters Score -982075.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -982077.312500 Penalty: 4524.702148
	Iteration 74Q: 3 clusters Score -982077.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -982077.875000 Penalty: 4524.702148
	Iteration 75Q: 3 clusters Score -982077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -982077.312500 Penalty: 4524.702148
	Iteration 76Q: 3 clusters Score -982077.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -982078.250000 Penalty: 4524.702148
	Iteration 77Q: 3 clusters Score -982078.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -982078.250000 Penalty: 4524.702148
	Iteration 78F: 3 clusters Score -982078.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Entering Unmasked Estep 
Score: -498891.687500 Penalty: 2073.355957
	Iteration 0F: 2 clusters Score -498891.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -494828.937500 Penalty: 4146.711914
	Iteration 0F: 3 clusters Score -494828.9 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -495753.531250 Penalty: 4146.711914
	Iteration 1F: 3 clusters Score -495753.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -495969.968750 Penalty: 4146.711914
	Iteration 2F: 3 clusters Score -495970 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -496065.843750 Penalty: 4146.711914
	Iteration 3Q: 3 clusters Score -496065.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -496129.031250 Penalty: 4146.711914
	Iteration 4Q: 3 clusters Score -496129 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -496177.843750 Penalty: 4146.711914
	Iteration 5Q: 3 clusters Score -496177.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -496220.000000 Penalty: 4146.711914
	Iteration 6Q: 3 clusters Score -496220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -496252.375000 Penalty: 4146.711914
	Iteration 7Q: 3 clusters Score -496252.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -496280.343750 Penalty: 4146.711914
	Iteration 8Q: 3 clusters Score -496280.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -496314.375000 Penalty: 4146.711914
	Iteration 9Q: 3 clusters Score -496314.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -496348.718750 Penalty: 4146.711914
	Iteration 10Q: 3 clusters Score -496348.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -496390.156250 Penalty: 4146.711914
	Iteration 11Q: 3 clusters Score -496390.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -496432.343750 Penalty: 4146.711914
	Iteration 12Q: 3 clusters Score -496432.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -496474.687500 Penalty: 4146.711914
	Iteration 13Q: 3 clusters Score -496474.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -496519.281250 Penalty: 4146.711914
	Iteration 14Q: 3 clusters Score -496519.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -496564.156250 Penalty: 4146.711914
	Iteration 15Q: 3 clusters Score -496564.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -496602.781250 Penalty: 4146.711914
	Iteration 16Q: 3 clusters Score -496602.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -496643.218750 Penalty: 4146.711914
	Iteration 17Q: 3 clusters Score -496643.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -496692.656250 Penalty: 4146.711914
	Iteration 18Q: 3 clusters Score -496692.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -496752.562500 Penalty: 4146.711914
	Iteration 19Q: 3 clusters Score -496752.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -496801.875000 Penalty: 4146.711914
	Iteration 20F: 3 clusters Score -496801.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -496852.250000 Penalty: 4146.711914
	Iteration 21Q: 3 clusters Score -496852.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -496907.843750 Penalty: 4146.711914
	Iteration 22Q: 3 clusters Score -496907.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -496975.718750 Penalty: 4146.711914
	Iteration 23Q: 3 clusters Score -496975.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -497045.156250 Penalty: 4146.711914
	Iteration 24Q: 3 clusters Score -497045.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -497097.781250 Penalty: 4146.711914
	Iteration 25Q: 3 clusters Score -497097.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -497150.500000 Penalty: 4146.711914
	Iteration 26Q: 3 clusters Score -497150.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -497196.437500 Penalty: 4146.711914
	Iteration 27Q: 3 clusters Score -497196.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -497235.468750 Penalty: 4146.711914
	Iteration 28Q: 3 clusters Score -497235.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -497263.562500 Penalty: 4146.711914
	Iteration 29Q: 3 clusters Score -497263.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -497281.593750 Penalty: 4146.711914
	Iteration 30Q: 3 clusters Score -497281.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -497295.687500 Penalty: 4146.711914
	Iteration 31Q: 3 clusters Score -497295.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -497311.500000 Penalty: 4146.711914
	Iteration 32Q: 3 clusters Score -497311.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -497319.875000 Penalty: 4146.711914
	Iteration 33Q: 3 clusters Score -497319.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -497330.312500 Penalty: 4146.711914
	Iteration 34Q: 3 clusters Score -497330.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -497336.187500 Penalty: 4146.711914
	Iteration 35Q: 3 clusters Score -497336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -497338.062500 Penalty: 4146.711914
	Iteration 36Q: 3 clusters Score -497338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -497337.718750 Penalty: 4146.711914
	Iteration 37Q: 3 clusters Score -497337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -497338.281250 Penalty: 4146.711914
	Iteration 38Q: 3 clusters Score -497338.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -497338.281250 Penalty: 4146.711914
	Iteration 39F: 3 clusters Score -497338.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (159555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159555 members 
Entering Unmasked Estep 
Score: -19014828.000000 Penalty: 2971.075684
	Iteration 0F: 2 clusters Score -1.901483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -18908772.000000 Penalty: 5942.151367
	Iteration 0F: 3 clusters Score -1.890877e+07 nChanged 76517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84779 members 
Mstep: Class 2 contains 74776 members 
Entering Unmasked Estep 
Score: -18953134.000000 Penalty: 5942.151367
	Iteration 1F: 3 clusters Score -1.895313e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87783 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -18954434.000000 Penalty: 5942.151367
	Iteration 2Q: 3 clusters Score -1.895443e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92458 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -18956702.000000 Penalty: 5942.151367
	Iteration 3Q: 3 clusters Score -1.89567e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99589 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -18960814.000000 Penalty: 5942.151367
	Iteration 4F: 3 clusters Score -1.896081e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109799 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -18967656.000000 Penalty: 5942.151367
	Iteration 5F: 3 clusters Score -1.896766e+07 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122920 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -18979062.000000 Penalty: 5942.151367
	Iteration 6F: 3 clusters Score -1.897906e+07 nChanged 13614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136280 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -18991978.000000 Penalty: 5942.151367
	Iteration 7F: 3 clusters Score -1.899198e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146738 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -19002398.000000 Penalty: 5942.151367
	Iteration 8F: 3 clusters Score -1.90024e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152915 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -19008088.000000 Penalty: 5942.151367
	Iteration 9Q: 3 clusters Score -1.900809e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155808 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -19010404.000000 Penalty: 5942.151367
	Iteration 10Q: 3 clusters Score -1.90104e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157122 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -19011494.000000 Penalty: 5942.151367
	Iteration 11Q: 3 clusters Score -1.901149e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157778 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -19011964.000000 Penalty: 5942.151367
	Iteration 12Q: 3 clusters Score -1.901196e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158113 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -19012206.000000 Penalty: 5942.151367
	Iteration 13Q: 3 clusters Score -1.901221e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158280 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19012316.000000 Penalty: 5942.151367
	Iteration 14Q: 3 clusters Score -1.901232e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158374 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -19012374.000000 Penalty: 5942.151367
	Iteration 15Q: 3 clusters Score -1.901237e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -19012408.000000 Penalty: 5942.151367
	Iteration 16Q: 3 clusters Score -1.901241e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158476 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -19012448.000000 Penalty: 5942.151367
	Iteration 17Q: 3 clusters Score -1.901245e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158505 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -19012462.000000 Penalty: 5942.151367
	Iteration 18Q: 3 clusters Score -1.901246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158526 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -19012482.000000 Penalty: 5942.151367
	Iteration 19Q: 3 clusters Score -1.901248e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158549 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -19012480.000000 Penalty: 5942.151367
	Iteration 20F: 3 clusters Score -1.901248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158563 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -19012532.000000 Penalty: 5942.151367
	Iteration 21Q: 3 clusters Score -1.901253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158577 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -19012538.000000 Penalty: 5942.151367
	Iteration 22Q: 3 clusters Score -1.901254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158586 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -19012536.000000 Penalty: 5942.151367
	Iteration 23Q: 3 clusters Score -1.901254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158588 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -19012542.000000 Penalty: 5942.151367
	Iteration 24Q: 3 clusters Score -1.901254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -19012540.000000 Penalty: 5942.151367
	Iteration 25Q: 3 clusters Score -1.901254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -19012550.000000 Penalty: 5942.151367
	Iteration 26Q: 3 clusters Score -1.901255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158594 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19012558.000000 Penalty: 5942.151367
	Iteration 27Q: 3 clusters Score -1.901256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158596 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -19012556.000000 Penalty: 5942.151367
	Iteration 28Q: 3 clusters Score -1.901256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158601 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -19012560.000000 Penalty: 5942.151367
	Iteration 29Q: 3 clusters Score -1.901256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158605 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -19012560.000000 Penalty: 5942.151367
	Iteration 30Q: 3 clusters Score -1.901256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158605 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -19012554.000000 Penalty: 5942.151367
	Iteration 31Q: 3 clusters Score -1.901255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -19012550.000000 Penalty: 5942.151367
	Iteration 32Q: 3 clusters Score -1.901255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158602 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -19012560.000000 Penalty: 5942.151367
	Iteration 33Q: 3 clusters Score -1.901256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158602 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -19012556.000000 Penalty: 5942.151367
	Iteration 34Q: 3 clusters Score -1.901256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -19012556.000000 Penalty: 5942.151367
	Iteration 35Q: 3 clusters Score -1.901256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158605 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -19012556.000000 Penalty: 5942.151367
	Iteration 36Q: 3 clusters Score -1.901256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158607 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -19012568.000000 Penalty: 5942.151367
	Iteration 37Q: 3 clusters Score -1.901257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -19012564.000000 Penalty: 5942.151367
	Iteration 38Q: 3 clusters Score -1.901256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -19012560.000000 Penalty: 5942.151367
	Iteration 39Q: 3 clusters Score -1.901256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158614 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19012566.000000 Penalty: 5942.151367
	Iteration 40F: 3 clusters Score -1.901257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158614 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19012564.000000 Penalty: 5942.151367
	Iteration 41Q: 3 clusters Score -1.901256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -19012556.000000 Penalty: 5942.151367
	Iteration 42Q: 3 clusters Score -1.901256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -19012554.000000 Penalty: 5942.151367
	Iteration 43Q: 3 clusters Score -1.901255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158613 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -19012558.000000 Penalty: 5942.151367
	Iteration 44Q: 3 clusters Score -1.901256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158613 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -19012558.000000 Penalty: 5942.151367
	Iteration 45F: 3 clusters Score -1.901256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Entering Unmasked Estep 
Score: -2400239.500000 Penalty: 2462.067627
	Iteration 0F: 2 clusters Score -2400240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2385803.500000 Penalty: 4924.135254
	Iteration 0F: 3 clusters Score -2385804 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2390768.250000 Penalty: 4924.135254
	Iteration 1F: 3 clusters Score -2390768 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2391229.000000 Penalty: 4924.135254
	Iteration 2F: 3 clusters Score -2391229 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2391650.000000 Penalty: 4924.135254
	Iteration 3F: 3 clusters Score -2391650 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2392112.250000 Penalty: 4924.135254
	Iteration 4F: 3 clusters Score -2392112 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2392658.250000 Penalty: 4924.135254
	Iteration 5F: 3 clusters Score -2392658 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2393374.750000 Penalty: 4924.135254
	Iteration 6F: 3 clusters Score -2393375 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2394289.250000 Penalty: 4924.135254
	Iteration 7F: 3 clusters Score -2394289 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2395323.750000 Penalty: 4924.135254
	Iteration 8F: 3 clusters Score -2395324 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2396221.750000 Penalty: 4924.135254
	Iteration 9F: 3 clusters Score -2396222 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2396966.750000 Penalty: 4924.135254
	Iteration 10Q: 3 clusters Score -2396967 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2397468.500000 Penalty: 4924.135254
	Iteration 11Q: 3 clusters Score -2397468 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2397830.500000 Penalty: 4924.135254
	Iteration 12Q: 3 clusters Score -2397830 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2398021.250000 Penalty: 4924.135254
	Iteration 13Q: 3 clusters Score -2398021 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2398156.000000 Penalty: 4924.135254
	Iteration 14Q: 3 clusters Score -2398156 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2398246.250000 Penalty: 4924.135254
	Iteration 15Q: 3 clusters Score -2398246 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2398295.000000 Penalty: 4924.135254
	Iteration 16Q: 3 clusters Score -2398295 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2398339.250000 Penalty: 4924.135254
	Iteration 17Q: 3 clusters Score -2398339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2398376.500000 Penalty: 4924.135254
	Iteration 18Q: 3 clusters Score -2398376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2398408.500000 Penalty: 4924.135254
	Iteration 19Q: 3 clusters Score -2398408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2398434.250000 Penalty: 4924.135254
	Iteration 20F: 3 clusters Score -2398434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2398452.250000 Penalty: 4924.135254
	Iteration 21Q: 3 clusters Score -2398452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2398466.750000 Penalty: 4924.135254
	Iteration 22Q: 3 clusters Score -2398467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2398477.250000 Penalty: 4924.135254
	Iteration 23Q: 3 clusters Score -2398477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2398490.000000 Penalty: 4924.135254
	Iteration 24Q: 3 clusters Score -2398490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2398499.500000 Penalty: 4924.135254
	Iteration 25Q: 3 clusters Score -2398500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2398504.250000 Penalty: 4924.135254
	Iteration 26Q: 3 clusters Score -2398504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2398503.000000 Penalty: 4924.135254
	Iteration 27Q: 3 clusters Score -2398503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2398513.000000 Penalty: 4924.135254
	Iteration 28Q: 3 clusters Score -2398513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2398513.250000 Penalty: 4924.135254
	Iteration 29Q: 3 clusters Score -2398513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2398513.500000 Penalty: 4924.135254
	Iteration 30Q: 3 clusters Score -2398514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2398514.000000 Penalty: 4924.135254
	Iteration 31Q: 3 clusters Score -2398514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2398515.500000 Penalty: 4924.135254
	Iteration 32Q: 3 clusters Score -2398516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2398522.500000 Penalty: 4924.135254
	Iteration 33Q: 3 clusters Score -2398522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2398520.500000 Penalty: 4924.135254
	Iteration 34Q: 3 clusters Score -2398520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2398519.000000 Penalty: 4924.135254
	Iteration 35Q: 3 clusters Score -2398519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2398519.250000 Penalty: 4924.135254
	Iteration 36Q: 3 clusters Score -2398519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2398519.250000 Penalty: 4924.135254
	Iteration 37F: 3 clusters Score -2398519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Entering Unmasked Estep 
Score: -2057553.125000 Penalty: 2423.529297
	Iteration 0F: 2 clusters Score -2057553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2045077.750000 Penalty: 4847.058594
	Iteration 0F: 3 clusters Score -2045078 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2049209.625000 Penalty: 4847.058594
	Iteration 1F: 3 clusters Score -2049210 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2049745.625000 Penalty: 4847.058594
	Iteration 2F: 3 clusters Score -2049746 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2050287.500000 Penalty: 4847.058594
	Iteration 3F: 3 clusters Score -2050288 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2050894.375000 Penalty: 4847.058594
	Iteration 4F: 3 clusters Score -2050894 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2051531.625000 Penalty: 4847.058594
	Iteration 5F: 3 clusters Score -2051532 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2052176.625000 Penalty: 4847.058594
	Iteration 6F: 3 clusters Score -2052177 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2052729.000000 Penalty: 4847.058594
	Iteration 7F: 3 clusters Score -2052729 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2053251.000000 Penalty: 4847.058594
	Iteration 8Q: 3 clusters Score -2053251 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2053700.250000 Penalty: 4847.058594
	Iteration 9Q: 3 clusters Score -2053700 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2054022.125000 Penalty: 4847.058594
	Iteration 10Q: 3 clusters Score -2054022 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2054221.000000 Penalty: 4847.058594
	Iteration 11Q: 3 clusters Score -2054221 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2054326.000000 Penalty: 4847.058594
	Iteration 12Q: 3 clusters Score -2054326 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2054393.125000 Penalty: 4847.058594
	Iteration 13Q: 3 clusters Score -2054393 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2054451.375000 Penalty: 4847.058594
	Iteration 14Q: 3 clusters Score -2054451 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2054496.250000 Penalty: 4847.058594
	Iteration 15Q: 3 clusters Score -2054496 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2054545.750000 Penalty: 4847.058594
	Iteration 16Q: 3 clusters Score -2054546 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2054603.750000 Penalty: 4847.058594
	Iteration 17Q: 3 clusters Score -2054604 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2054650.750000 Penalty: 4847.058594
	Iteration 18Q: 3 clusters Score -2054651 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2054713.250000 Penalty: 4847.058594
	Iteration 19Q: 3 clusters Score -2054713 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2054769.125000 Penalty: 4847.058594
	Iteration 20F: 3 clusters Score -2054769 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2054832.875000 Penalty: 4847.058594
	Iteration 21Q: 3 clusters Score -2054833 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2054884.250000 Penalty: 4847.058594
	Iteration 22Q: 3 clusters Score -2054884 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2054930.875000 Penalty: 4847.058594
	Iteration 23Q: 3 clusters Score -2054931 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2054978.500000 Penalty: 4847.058594
	Iteration 24Q: 3 clusters Score -2054978 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2055031.125000 Penalty: 4847.058594
	Iteration 25Q: 3 clusters Score -2055031 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2055063.625000 Penalty: 4847.058594
	Iteration 26Q: 3 clusters Score -2055064 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2055107.500000 Penalty: 4847.058594
	Iteration 27Q: 3 clusters Score -2055108 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2055152.750000 Penalty: 4847.058594
	Iteration 28Q: 3 clusters Score -2055153 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2055195.250000 Penalty: 4847.058594
	Iteration 29Q: 3 clusters Score -2055195 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2055236.500000 Penalty: 4847.058594
	Iteration 30Q: 3 clusters Score -2055236 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2055279.000000 Penalty: 4847.058594
	Iteration 31Q: 3 clusters Score -2055279 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2055323.500000 Penalty: 4847.058594
	Iteration 32Q: 3 clusters Score -2055324 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2055348.500000 Penalty: 4847.058594
	Iteration 33Q: 3 clusters Score -2055348 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2055387.375000 Penalty: 4847.058594
	Iteration 34Q: 3 clusters Score -2055387 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2055424.125000 Penalty: 4847.058594
	Iteration 35Q: 3 clusters Score -2055424 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2055465.750000 Penalty: 4847.058594
	Iteration 36Q: 3 clusters Score -2055466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2055487.750000 Penalty: 4847.058594
	Iteration 37Q: 3 clusters Score -2055488 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2055513.875000 Penalty: 4847.058594
	Iteration 38Q: 3 clusters Score -2055514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2055540.000000 Penalty: 4847.058594
	Iteration 39Q: 3 clusters Score -2055540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2055558.875000 Penalty: 4847.058594
	Iteration 40F: 3 clusters Score -2055559 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2055585.625000 Penalty: 4847.058594
	Iteration 41Q: 3 clusters Score -2055586 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2055614.000000 Penalty: 4847.058594
	Iteration 42Q: 3 clusters Score -2055614 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2055644.250000 Penalty: 4847.058594
	Iteration 43Q: 3 clusters Score -2055644 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2055660.375000 Penalty: 4847.058594
	Iteration 44Q: 3 clusters Score -2055660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2055685.250000 Penalty: 4847.058594
	Iteration 45Q: 3 clusters Score -2055685 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2055707.625000 Penalty: 4847.058594
	Iteration 46Q: 3 clusters Score -2055708 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2055734.000000 Penalty: 4847.058594
	Iteration 47Q: 3 clusters Score -2055734 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2055746.875000 Penalty: 4847.058594
	Iteration 48Q: 3 clusters Score -2055747 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2055755.625000 Penalty: 4847.058594
	Iteration 49Q: 3 clusters Score -2055756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2055773.500000 Penalty: 4847.058594
	Iteration 50Q: 3 clusters Score -2055774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2055786.250000 Penalty: 4847.058594
	Iteration 51Q: 3 clusters Score -2055786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2055794.750000 Penalty: 4847.058594
	Iteration 52Q: 3 clusters Score -2055795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2055809.125000 Penalty: 4847.058594
	Iteration 53Q: 3 clusters Score -2055809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2055816.000000 Penalty: 4847.058594
	Iteration 54Q: 3 clusters Score -2055816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2055813.500000 Penalty: 4847.058594
	Iteration 55Q: 3 clusters Score -2055814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2055821.625000 Penalty: 4847.058594
	Iteration 56Q: 3 clusters Score -2055822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2055838.625000 Penalty: 4847.058594
	Iteration 57Q: 3 clusters Score -2055839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2055851.000000 Penalty: 4847.058594
	Iteration 58Q: 3 clusters Score -2055851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2055849.000000 Penalty: 4847.058594
	Iteration 59Q: 3 clusters Score -2055849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2055852.625000 Penalty: 4847.058594
	Iteration 60F: 3 clusters Score -2055853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2055860.500000 Penalty: 4847.058594
	Iteration 61Q: 3 clusters Score -2055860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2055857.875000 Penalty: 4847.058594
	Iteration 62Q: 3 clusters Score -2055858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2055862.000000 Penalty: 4847.058594
	Iteration 63Q: 3 clusters Score -2055862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2055866.125000 Penalty: 4847.058594
	Iteration 64Q: 3 clusters Score -2055866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2055867.250000 Penalty: 4847.058594
	Iteration 65Q: 3 clusters Score -2055867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2055870.250000 Penalty: 4847.058594
	Iteration 66Q: 3 clusters Score -2055870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2055874.750000 Penalty: 4847.058594
	Iteration 67Q: 3 clusters Score -2055875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2055876.000000 Penalty: 4847.058594
	Iteration 68Q: 3 clusters Score -2055876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2055877.125000 Penalty: 4847.058594
	Iteration 69Q: 3 clusters Score -2055877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2055882.625000 Penalty: 4847.058594
	Iteration 70Q: 3 clusters Score -2055883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2055882.750000 Penalty: 4847.058594
	Iteration 71Q: 3 clusters Score -2055883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2055882.250000 Penalty: 4847.058594
	Iteration 72Q: 3 clusters Score -2055882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2055881.125000 Penalty: 4847.058594
	Iteration 73Q: 3 clusters Score -2055881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2055877.875000 Penalty: 4847.058594
	Iteration 74Q: 3 clusters Score -2055878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2055877.875000 Penalty: 4847.058594
	Iteration 75F: 3 clusters Score -2055878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Entering Unmasked Estep 
Score: -557027.250000 Penalty: 2091.315430
	Iteration 0F: 2 clusters Score -557027.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -552768.125000 Penalty: 4182.630859
	Iteration 0F: 3 clusters Score -552768.1 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -553779.125000 Penalty: 4182.630859
	Iteration 1F: 3 clusters Score -553779.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -553950.812500 Penalty: 4182.630859
	Iteration 2F: 3 clusters Score -553950.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -554049.062500 Penalty: 4182.630859
	Iteration 3Q: 3 clusters Score -554049.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -554110.500000 Penalty: 4182.630859
	Iteration 4Q: 3 clusters Score -554110.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -554170.750000 Penalty: 4182.630859
	Iteration 5Q: 3 clusters Score -554170.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -554221.562500 Penalty: 4182.630859
	Iteration 6Q: 3 clusters Score -554221.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -554261.187500 Penalty: 4182.630859
	Iteration 7Q: 3 clusters Score -554261.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -554286.062500 Penalty: 4182.630859
	Iteration 8Q: 3 clusters Score -554286.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -554301.812500 Penalty: 4182.630859
	Iteration 9Q: 3 clusters Score -554301.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -554312.812500 Penalty: 4182.630859
	Iteration 10Q: 3 clusters Score -554312.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -554321.625000 Penalty: 4182.630859
	Iteration 11Q: 3 clusters Score -554321.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -554333.750000 Penalty: 4182.630859
	Iteration 12Q: 3 clusters Score -554333.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -554342.125000 Penalty: 4182.630859
	Iteration 13Q: 3 clusters Score -554342.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -554351.187500 Penalty: 4182.630859
	Iteration 14Q: 3 clusters Score -554351.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -554358.812500 Penalty: 4182.630859
	Iteration 15Q: 3 clusters Score -554358.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -554362.875000 Penalty: 4182.630859
	Iteration 16Q: 3 clusters Score -554362.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -554367.187500 Penalty: 4182.630859
	Iteration 17Q: 3 clusters Score -554367.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -554369.937500 Penalty: 4182.630859
	Iteration 18Q: 3 clusters Score -554369.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -554374.687500 Penalty: 4182.630859
	Iteration 19Q: 3 clusters Score -554374.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -554378.812500 Penalty: 4182.630859
	Iteration 20F: 3 clusters Score -554378.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -554384.437500 Penalty: 4182.630859
	Iteration 21Q: 3 clusters Score -554384.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -554389.187500 Penalty: 4182.630859
	Iteration 22Q: 3 clusters Score -554389.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -554390.250000 Penalty: 4182.630859
	Iteration 23Q: 3 clusters Score -554390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -554390.937500 Penalty: 4182.630859
	Iteration 24Q: 3 clusters Score -554390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -554391.625000 Penalty: 4182.630859
	Iteration 25Q: 3 clusters Score -554391.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -554391.500000 Penalty: 4182.630859
	Iteration 26Q: 3 clusters Score -554391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -554392.062500 Penalty: 4182.630859
	Iteration 27Q: 3 clusters Score -554392.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -554392.250000 Penalty: 4182.630859
	Iteration 28Q: 3 clusters Score -554392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -554393.562500 Penalty: 4182.630859
	Iteration 29Q: 3 clusters Score -554393.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -554395.625000 Penalty: 4182.630859
	Iteration 30Q: 3 clusters Score -554395.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -554398.750000 Penalty: 4182.630859
	Iteration 31Q: 3 clusters Score -554398.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -554400.937500 Penalty: 4182.630859
	Iteration 32Q: 3 clusters Score -554400.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -554403.187500 Penalty: 4182.630859
	Iteration 33Q: 3 clusters Score -554403.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -554405.375000 Penalty: 4182.630859
	Iteration 34Q: 3 clusters Score -554405.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -554407.625000 Penalty: 4182.630859
	Iteration 35Q: 3 clusters Score -554407.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -554409.875000 Penalty: 4182.630859
	Iteration 36Q: 3 clusters Score -554409.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -554411.125000 Penalty: 4182.630859
	Iteration 37Q: 3 clusters Score -554411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -554412.625000 Penalty: 4182.630859
	Iteration 38Q: 3 clusters Score -554412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -554413.750000 Penalty: 4182.630859
	Iteration 39Q: 3 clusters Score -554413.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -554416.312500 Penalty: 4182.630859
	Iteration 40F: 3 clusters Score -554416.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -554417.187500 Penalty: 4182.630859
	Iteration 41Q: 3 clusters Score -554417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -554420.250000 Penalty: 4182.630859
	Iteration 42Q: 3 clusters Score -554420.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -554422.687500 Penalty: 4182.630859
	Iteration 43Q: 3 clusters Score -554422.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -554424.437500 Penalty: 4182.630859
	Iteration 44Q: 3 clusters Score -554424.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -554425.750000 Penalty: 4182.630859
	Iteration 45Q: 3 clusters Score -554425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -554425.375000 Penalty: 4182.630859
	Iteration 46Q: 3 clusters Score -554425.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -554425.437500 Penalty: 4182.630859
	Iteration 47Q: 3 clusters Score -554425.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -554429.750000 Penalty: 4182.630859
	Iteration 48Q: 3 clusters Score -554429.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -554432.875000 Penalty: 4182.630859
	Iteration 49Q: 3 clusters Score -554432.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -554433.750000 Penalty: 4182.630859
	Iteration 50Q: 3 clusters Score -554433.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -554436.312500 Penalty: 4182.630859
	Iteration 51Q: 3 clusters Score -554436.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -554438.437500 Penalty: 4182.630859
	Iteration 52Q: 3 clusters Score -554438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -554440.875000 Penalty: 4182.630859
	Iteration 53Q: 3 clusters Score -554440.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -554443.375000 Penalty: 4182.630859
	Iteration 54Q: 3 clusters Score -554443.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -554444.000000 Penalty: 4182.630859
	Iteration 55Q: 3 clusters Score -554444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -554445.062500 Penalty: 4182.630859
	Iteration 56Q: 3 clusters Score -554445.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -554446.312500 Penalty: 4182.630859
	Iteration 57Q: 3 clusters Score -554446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -554445.812500 Penalty: 4182.630859
	Iteration 58Q: 3 clusters Score -554445.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -554445.812500 Penalty: 4182.630859
	Iteration 59F: 3 clusters Score -554445.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -78016.023438 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -78016.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76374.375000 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -76374.38 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76844.054688 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -76844.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76979.414062 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -76979.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77038.781250 Penalty: 3333.827148
	Iteration 3Q: 3 clusters Score -77038.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77103.101562 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -77103.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77156.625000 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -77156.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77200.328125 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -77200.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77225.703125 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -77225.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -77251.625000 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -77251.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77265.617188 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -77265.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77271.835938 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -77271.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -77273.320312 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -77273.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77274.734375 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -77274.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77274.734375 Penalty: 3333.827148
	Iteration 13F: 3 clusters Score -77274.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Entering Unmasked Estep 
Score: -1080175.250000 Penalty: 2258.915283
	Iteration 0F: 2 clusters Score -1080175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1073134.125000 Penalty: 4517.830566
	Iteration 0F: 3 clusters Score -1073134 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1075048.875000 Penalty: 4517.830566
	Iteration 1F: 3 clusters Score -1075049 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1075299.375000 Penalty: 4517.830566
	Iteration 2F: 3 clusters Score -1075299 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1075464.125000 Penalty: 4517.830566
	Iteration 3Q: 3 clusters Score -1075464 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1075572.625000 Penalty: 4517.830566
	Iteration 4Q: 3 clusters Score -1075573 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1075654.750000 Penalty: 4517.830566
	Iteration 5Q: 3 clusters Score -1075655 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1075710.875000 Penalty: 4517.830566
	Iteration 6Q: 3 clusters Score -1075711 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1075754.000000 Penalty: 4517.830566
	Iteration 7Q: 3 clusters Score -1075754 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1075787.375000 Penalty: 4517.830566
	Iteration 8Q: 3 clusters Score -1075787 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1075831.375000 Penalty: 4517.830566
	Iteration 9Q: 3 clusters Score -1075831 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1075880.000000 Penalty: 4517.830566
	Iteration 10Q: 3 clusters Score -1075880 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1075926.875000 Penalty: 4517.830566
	Iteration 11Q: 3 clusters Score -1075927 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1075976.000000 Penalty: 4517.830566
	Iteration 12Q: 3 clusters Score -1075976 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1076028.250000 Penalty: 4517.830566
	Iteration 13Q: 3 clusters Score -1076028 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1076084.250000 Penalty: 4517.830566
	Iteration 14Q: 3 clusters Score -1076084 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1076144.750000 Penalty: 4517.830566
	Iteration 15Q: 3 clusters Score -1076145 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1076195.625000 Penalty: 4517.830566
	Iteration 16Q: 3 clusters Score -1076196 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1076250.500000 Penalty: 4517.830566
	Iteration 17Q: 3 clusters Score -1076250 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1076321.125000 Penalty: 4517.830566
	Iteration 18Q: 3 clusters Score -1076321 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1076418.250000 Penalty: 4517.830566
	Iteration 19Q: 3 clusters Score -1076418 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1076533.750000 Penalty: 4517.830566
	Iteration 20F: 3 clusters Score -1076534 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1076662.875000 Penalty: 4517.830566
	Iteration 21Q: 3 clusters Score -1076663 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1076832.125000 Penalty: 4517.830566
	Iteration 22Q: 3 clusters Score -1076832 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1077014.000000 Penalty: 4517.830566
	Iteration 23Q: 3 clusters Score -1077014 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1077207.625000 Penalty: 4517.830566
	Iteration 24Q: 3 clusters Score -1077208 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1077371.625000 Penalty: 4517.830566
	Iteration 25Q: 3 clusters Score -1077372 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1077533.000000 Penalty: 4517.830566
	Iteration 26Q: 3 clusters Score -1077533 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1077703.125000 Penalty: 4517.830566
	Iteration 27Q: 3 clusters Score -1077703 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1077855.125000 Penalty: 4517.830566
	Iteration 28Q: 3 clusters Score -1077855 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1077978.250000 Penalty: 4517.830566
	Iteration 29Q: 3 clusters Score -1077978 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1078085.000000 Penalty: 4517.830566
	Iteration 30Q: 3 clusters Score -1078085 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1078183.875000 Penalty: 4517.830566
	Iteration 31Q: 3 clusters Score -1078184 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1078262.250000 Penalty: 4517.830566
	Iteration 32Q: 3 clusters Score -1078262 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1078331.375000 Penalty: 4517.830566
	Iteration 33Q: 3 clusters Score -1078331 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1078381.000000 Penalty: 4517.830566
	Iteration 34Q: 3 clusters Score -1078381 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1078412.750000 Penalty: 4517.830566
	Iteration 35Q: 3 clusters Score -1078413 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1078438.125000 Penalty: 4517.830566
	Iteration 36Q: 3 clusters Score -1078438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1078455.500000 Penalty: 4517.830566
	Iteration 37Q: 3 clusters Score -1078456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1078466.375000 Penalty: 4517.830566
	Iteration 38Q: 3 clusters Score -1078466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1078480.625000 Penalty: 4517.830566
	Iteration 39Q: 3 clusters Score -1078481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1078493.750000 Penalty: 4517.830566
	Iteration 40F: 3 clusters Score -1078494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1078496.375000 Penalty: 4517.830566
	Iteration 41Q: 3 clusters Score -1078496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1078501.875000 Penalty: 4517.830566
	Iteration 42Q: 3 clusters Score -1078502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1078506.000000 Penalty: 4517.830566
	Iteration 43Q: 3 clusters Score -1078506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1078507.375000 Penalty: 4517.830566
	Iteration 44Q: 3 clusters Score -1078507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1078511.750000 Penalty: 4517.830566
	Iteration 45Q: 3 clusters Score -1078512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1078514.000000 Penalty: 4517.830566
	Iteration 46Q: 3 clusters Score -1078514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1078514.000000 Penalty: 4517.830566
	Iteration 47Q: 3 clusters Score -1078514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1078513.375000 Penalty: 4517.830566
	Iteration 48Q: 3 clusters Score -1078513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1078517.500000 Penalty: 4517.830566
	Iteration 49Q: 3 clusters Score -1078518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1078519.000000 Penalty: 4517.830566
	Iteration 50Q: 3 clusters Score -1078519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1078518.250000 Penalty: 4517.830566
	Iteration 51Q: 3 clusters Score -1078518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1078520.375000 Penalty: 4517.830566
	Iteration 52Q: 3 clusters Score -1078520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1078521.250000 Penalty: 4517.830566
	Iteration 53Q: 3 clusters Score -1078521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1078521.375000 Penalty: 4517.830566
	Iteration 54Q: 3 clusters Score -1078521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1078521.250000 Penalty: 4517.830566
	Iteration 55Q: 3 clusters Score -1078521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1078521.750000 Penalty: 4517.830566
	Iteration 56Q: 3 clusters Score -1078522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1078521.750000 Penalty: 4517.830566
	Iteration 57F: 3 clusters Score -1078522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 35868 members 
Mstep: Class 3 contains 12615 members 
Mstep: Class 4 contains 96090 members 
Mstep: Class 5 contains 18120 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17583 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 13098 members 
Mstep: Class 10 contains 146989 members 
Mstep: Class 11 contains 42605 members 
Mstep: Class 12 contains 47282 members 
Mstep: Class 13 contains 24202 members 
Mstep: Class 14 contains 34921 members 
Mstep: Class 15 contains 182198 members 
Mstep: Class 16 contains 60731 members 
Mstep: Class 17 contains 200575 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151478 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159555 members 
Mstep: Class 24 contains 20490 members 
Mstep: Class 25 contains 17541 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053952.000000 Penalty: 97997.882812
Iteration 239Q: 29 clusters Score -1.56054e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 35865 members 
Mstep: Class 3 contains 12614 members 
Mstep: Class 4 contains 96090 members 
Mstep: Class 5 contains 18121 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17583 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 13094 members 
Mstep: Class 10 contains 147024 members 
Mstep: Class 11 contains 42606 members 
Mstep: Class 12 contains 47218 members 
Mstep: Class 13 contains 24204 members 
Mstep: Class 14 contains 34924 members 
Mstep: Class 15 contains 182249 members 
Mstep: Class 16 contains 60725 members 
Mstep: Class 17 contains 200565 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151466 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159560 members 
Mstep: Class 24 contains 20490 members 
Mstep: Class 25 contains 17540 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053936.000000 Penalty: 97997.882812
Iteration 240F: 29 clusters Score -1.560539e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 35864 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 96091 members 
Mstep: Class 5 contains 18122 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17583 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 13093 members 
Mstep: Class 10 contains 147045 members 
Mstep: Class 11 contains 42605 members 
Mstep: Class 12 contains 47149 members 
Mstep: Class 13 contains 24209 members 
Mstep: Class 14 contains 34925 members 
Mstep: Class 15 contains 182297 members 
Mstep: Class 16 contains 60721 members 
Mstep: Class 17 contains 200572 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151456 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159563 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17541 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054128.000000 Penalty: 97997.882812
Iteration 241Q: 29 clusters Score -1.560541e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 35863 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 96093 members 
Mstep: Class 5 contains 18124 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17581 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13094 members 
Mstep: Class 10 contains 147059 members 
Mstep: Class 11 contains 42605 members 
Mstep: Class 12 contains 47092 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 34924 members 
Mstep: Class 15 contains 182349 members 
Mstep: Class 16 contains 60718 members 
Mstep: Class 17 contains 200565 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151445 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159567 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17540 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054144.000000 Penalty: 97997.882812
Iteration 242Q: 29 clusters Score -1.560541e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 35860 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 96090 members 
Mstep: Class 5 contains 18129 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17581 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13093 members 
Mstep: Class 10 contains 147077 members 
Mstep: Class 11 contains 42604 members 
Mstep: Class 12 contains 47032 members 
Mstep: Class 13 contains 24219 members 
Mstep: Class 14 contains 34923 members 
Mstep: Class 15 contains 182398 members 
Mstep: Class 16 contains 60715 members 
Mstep: Class 17 contains 200579 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151430 members 
Mstep: Class 21 contains 9157 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159566 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17541 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053920.000000 Penalty: 97997.882812
Iteration 243Q: 29 clusters Score -1.560539e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 35861 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 96089 members 
Mstep: Class 5 contains 18132 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13094 members 
Mstep: Class 10 contains 147092 members 
Mstep: Class 11 contains 42605 members 
Mstep: Class 12 contains 46964 members 
Mstep: Class 13 contains 24227 members 
Mstep: Class 14 contains 34924 members 
Mstep: Class 15 contains 182443 members 
Mstep: Class 16 contains 60708 members 
Mstep: Class 17 contains 200582 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151431 members 
Mstep: Class 21 contains 9157 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159564 members 
Mstep: Class 24 contains 20487 members 
Mstep: Class 25 contains 17541 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053824.000000 Penalty: 97997.882812
Iteration 244Q: 29 clusters Score -1.560538e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 35862 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 96088 members 
Mstep: Class 5 contains 18132 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13094 members 
Mstep: Class 10 contains 147110 members 
Mstep: Class 11 contains 42606 members 
Mstep: Class 12 contains 46910 members 
Mstep: Class 13 contains 24231 members 
Mstep: Class 14 contains 34928 members 
Mstep: Class 15 contains 182498 members 
Mstep: Class 16 contains 60702 members 
Mstep: Class 17 contains 200574 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151422 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159563 members 
Mstep: Class 24 contains 20486 members 
Mstep: Class 25 contains 17537 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053728.000000 Penalty: 97997.882812
Iteration 245Q: 29 clusters Score -1.560537e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 35863 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 96088 members 
Mstep: Class 5 contains 18135 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13094 members 
Mstep: Class 10 contains 147133 members 
Mstep: Class 11 contains 42603 members 
Mstep: Class 12 contains 46844 members 
Mstep: Class 13 contains 24234 members 
Mstep: Class 14 contains 34933 members 
Mstep: Class 15 contains 182528 members 
Mstep: Class 16 contains 60702 members 
Mstep: Class 17 contains 200571 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151422 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159567 members 
Mstep: Class 24 contains 20486 members 
Mstep: Class 25 contains 17538 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053696.000000 Penalty: 97997.882812
Iteration 246Q: 29 clusters Score -1.560537e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 35862 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 96090 members 
Mstep: Class 5 contains 18137 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13097 members 
Mstep: Class 10 contains 147156 members 
Mstep: Class 11 contains 42604 members 
Mstep: Class 12 contains 46786 members 
Mstep: Class 13 contains 24234 members 
Mstep: Class 14 contains 34936 members 
Mstep: Class 15 contains 182578 members 
Mstep: Class 16 contains 60701 members 
Mstep: Class 17 contains 200561 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151411 members 
Mstep: Class 21 contains 9157 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159566 members 
Mstep: Class 24 contains 20486 members 
Mstep: Class 25 contains 17537 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053632.000000 Penalty: 97997.882812
Iteration 247Q: 29 clusters Score -1.560536e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 35860 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 96089 members 
Mstep: Class 5 contains 18139 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13101 members 
Mstep: Class 10 contains 147177 members 
Mstep: Class 11 contains 42606 members 
Mstep: Class 12 contains 46729 members 
Mstep: Class 13 contains 24236 members 
Mstep: Class 14 contains 34936 members 
Mstep: Class 15 contains 182631 members 
Mstep: Class 16 contains 60700 members 
Mstep: Class 17 contains 200557 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151402 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159559 members 
Mstep: Class 24 contains 20486 members 
Mstep: Class 25 contains 17534 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053632.000000 Penalty: 97997.882812
Iteration 248Q: 29 clusters Score -1.560536e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 35858 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 96089 members 
Mstep: Class 5 contains 18140 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13102 members 
Mstep: Class 10 contains 147210 members 
Mstep: Class 11 contains 42605 members 
Mstep: Class 12 contains 46672 members 
Mstep: Class 13 contains 24239 members 
Mstep: Class 14 contains 34937 members 
Mstep: Class 15 contains 182676 members 
Mstep: Class 16 contains 60702 members 
Mstep: Class 17 contains 200551 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151381 members 
Mstep: Class 21 contains 9156 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159567 members 
Mstep: Class 24 contains 20485 members 
Mstep: Class 25 contains 17532 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053584.000000 Penalty: 97997.882812
Iteration 249Q: 29 clusters Score -1.560536e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 35860 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 96088 members 
Mstep: Class 5 contains 18140 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17578 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 9 contains 13102 members 
Mstep: Class 10 contains 147249 members 
Mstep: Class 11 contains 42603 members 
Mstep: Class 12 contains 46620 members 
Mstep: Class 13 contains 24239 members 
Mstep: Class 14 contains 34940 members 
Mstep: Class 15 contains 182720 members 
Mstep: Class 16 contains 60704 members 
Mstep: Class 17 contains 200538 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151361 members 
Mstep: Class 21 contains 9157 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159567 members 
Mstep: Class 24 contains 20485 members 
Mstep: Class 25 contains 17532 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053568.000000 Penalty: 97997.882812
Iteration 250Q: 29 clusters Score -1.560536e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 35858 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18139 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 9 contains 13104 members 
Mstep: Class 10 contains 147293 members 
Mstep: Class 11 contains 42605 members 
Mstep: Class 12 contains 46558 members 
Mstep: Class 13 contains 24243 members 
Mstep: Class 14 contains 34943 members 
Mstep: Class 15 contains 182764 members 
Mstep: Class 16 contains 60705 members 
Mstep: Class 17 contains 200530 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151333 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159577 members 
Mstep: Class 24 contains 20484 members 
Mstep: Class 25 contains 17524 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053536.000000 Penalty: 97997.882812
Iteration 251Q: 29 clusters Score -1.560535e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 35859 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18142 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17576 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 9 contains 13104 members 
Mstep: Class 10 contains 147323 members 
Mstep: Class 11 contains 42603 members 
Mstep: Class 12 contains 46492 members 
Mstep: Class 13 contains 24244 members 
Mstep: Class 14 contains 34946 members 
Mstep: Class 15 contains 182807 members 
Mstep: Class 16 contains 60705 members 
Mstep: Class 17 contains 200519 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 151328 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159585 members 
Mstep: Class 24 contains 20484 members 
Mstep: Class 25 contains 17519 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053568.000000 Penalty: 97997.882812
Iteration 252Q: 29 clusters Score -1.560536e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 35861 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18143 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13102 members 
Mstep: Class 10 contains 147358 members 
Mstep: Class 11 contains 42600 members 
Mstep: Class 12 contains 46412 members 
Mstep: Class 13 contains 24248 members 
Mstep: Class 14 contains 34951 members 
Mstep: Class 15 contains 182857 members 
Mstep: Class 16 contains 60707 members 
Mstep: Class 17 contains 200496 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151331 members 
Mstep: Class 21 contains 9157 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159592 members 
Mstep: Class 24 contains 20485 members 
Mstep: Class 25 contains 17516 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053488.000000 Penalty: 97997.882812
Iteration 253Q: 29 clusters Score -1.560535e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 35862 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18147 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17571 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 9 contains 13106 members 
Mstep: Class 10 contains 147415 members 
Mstep: Class 11 contains 42599 members 
Mstep: Class 12 contains 46327 members 
Mstep: Class 13 contains 24256 members 
Mstep: Class 14 contains 34953 members 
Mstep: Class 15 contains 182910 members 
Mstep: Class 16 contains 60702 members 
Mstep: Class 17 contains 200471 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151315 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159606 members 
Mstep: Class 24 contains 20486 members 
Mstep: Class 25 contains 17509 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053440.000000 Penalty: 97997.882812
Iteration 254Q: 29 clusters Score -1.560534e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 35863 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 96086 members 
Mstep: Class 5 contains 18150 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17569 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 13105 members 
Mstep: Class 10 contains 147473 members 
Mstep: Class 11 contains 42599 members 
Mstep: Class 12 contains 46225 members 
Mstep: Class 13 contains 24263 members 
Mstep: Class 14 contains 34951 members 
Mstep: Class 15 contains 182969 members 
Mstep: Class 16 contains 60705 members 
Mstep: Class 17 contains 200448 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151301 members 
Mstep: Class 21 contains 9160 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159622 members 
Mstep: Class 24 contains 20485 members 
Mstep: Class 25 contains 17503 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053648.000000 Penalty: 97997.882812
Iteration 255Q: 29 clusters Score -1.560536e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 35863 members 
Mstep: Class 3 contains 12614 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18154 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 147514 members 
Mstep: Class 11 contains 42600 members 
Mstep: Class 12 contains 46112 members 
Mstep: Class 13 contains 24267 members 
Mstep: Class 14 contains 34951 members 
Mstep: Class 15 contains 183036 members 
Mstep: Class 16 contains 60712 members 
Mstep: Class 17 contains 200425 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151288 members 
Mstep: Class 21 contains 9159 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159648 members 
Mstep: Class 24 contains 20482 members 
Mstep: Class 25 contains 17498 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053664.000000 Penalty: 97997.882812
Iteration 256Q: 29 clusters Score -1.560537e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 35861 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 96083 members 
Mstep: Class 5 contains 18157 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17569 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 147578 members 
Mstep: Class 11 contains 42595 members 
Mstep: Class 12 contains 46009 members 
Mstep: Class 13 contains 24270 members 
Mstep: Class 14 contains 34955 members 
Mstep: Class 15 contains 183099 members 
Mstep: Class 16 contains 60711 members 
Mstep: Class 17 contains 200403 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151260 members 
Mstep: Class 21 contains 9162 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159676 members 
Mstep: Class 24 contains 20481 members 
Mstep: Class 25 contains 17491 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053456.000000 Penalty: 97997.882812
Iteration 257Q: 29 clusters Score -1.560535e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 35861 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 96082 members 
Mstep: Class 5 contains 18162 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17569 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 147649 members 
Mstep: Class 11 contains 42595 members 
Mstep: Class 12 contains 45881 members 
Mstep: Class 13 contains 24275 members 
Mstep: Class 14 contains 34956 members 
Mstep: Class 15 contains 183163 members 
Mstep: Class 16 contains 60711 members 
Mstep: Class 17 contains 200384 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151248 members 
Mstep: Class 21 contains 9163 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159703 members 
Mstep: Class 24 contains 20482 members 
Mstep: Class 25 contains 17481 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053744.000000 Penalty: 97997.882812
Iteration 258Q: 29 clusters Score -1.560537e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 35861 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 96083 members 
Mstep: Class 5 contains 18162 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17569 members 
Mstep: Class 8 contains 3336 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 147711 members 
Mstep: Class 11 contains 42593 members 
Mstep: Class 12 contains 45759 members 
Mstep: Class 13 contains 24279 members 
Mstep: Class 14 contains 34959 members 
Mstep: Class 15 contains 183234 members 
Mstep: Class 16 contains 60710 members 
Mstep: Class 17 contains 200366 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151223 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159738 members 
Mstep: Class 24 contains 20479 members 
Mstep: Class 25 contains 17479 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053840.000000 Penalty: 97997.882812
Iteration 259Q: 29 clusters Score -1.560538e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 35863 members 
Mstep: Class 3 contains 12607 members 
Mstep: Class 4 contains 96082 members 
Mstep: Class 5 contains 18161 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 147733 members 
Mstep: Class 11 contains 42596 members 
Mstep: Class 12 contains 45662 members 
Mstep: Class 13 contains 24284 members 
Mstep: Class 14 contains 34963 members 
Mstep: Class 15 contains 183316 members 
Mstep: Class 16 contains 60709 members 
Mstep: Class 17 contains 200346 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151215 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159757 members 
Mstep: Class 24 contains 20479 members 
Mstep: Class 25 contains 17472 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053984.000000 Penalty: 97997.882812
Iteration 260F: 29 clusters Score -1.56054e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 35863 members 
Mstep: Class 3 contains 12605 members 
Mstep: Class 4 contains 96082 members 
Mstep: Class 5 contains 18158 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 147782 members 
Mstep: Class 11 contains 42591 members 
Mstep: Class 12 contains 45546 members 
Mstep: Class 13 contains 24292 members 
Mstep: Class 14 contains 34960 members 
Mstep: Class 15 contains 183395 members 
Mstep: Class 16 contains 60710 members 
Mstep: Class 17 contains 200339 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151201 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159773 members 
Mstep: Class 24 contains 20479 members 
Mstep: Class 25 contains 17471 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053904.000000 Penalty: 97997.882812
Iteration 261Q: 29 clusters Score -1.560539e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 35864 members 
Mstep: Class 3 contains 12605 members 
Mstep: Class 4 contains 96082 members 
Mstep: Class 5 contains 18162 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17559 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 13106 members 
Mstep: Class 10 contains 147825 members 
Mstep: Class 11 contains 42590 members 
Mstep: Class 12 contains 45409 members 
Mstep: Class 13 contains 24297 members 
Mstep: Class 14 contains 34959 members 
Mstep: Class 15 contains 183481 members 
Mstep: Class 16 contains 60709 members 
Mstep: Class 17 contains 200341 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151191 members 
Mstep: Class 21 contains 9166 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159789 members 
Mstep: Class 24 contains 20477 members 
Mstep: Class 25 contains 17468 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053728.000000 Penalty: 97997.882812
Iteration 262Q: 29 clusters Score -1.560537e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 35863 members 
Mstep: Class 3 contains 12607 members 
Mstep: Class 4 contains 96082 members 
Mstep: Class 5 contains 18162 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17559 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 13108 members 
Mstep: Class 10 contains 147868 members 
Mstep: Class 11 contains 42589 members 
Mstep: Class 12 contains 45224 members 
Mstep: Class 13 contains 24304 members 
Mstep: Class 14 contains 34961 members 
Mstep: Class 15 contains 183601 members 
Mstep: Class 16 contains 60709 members 
Mstep: Class 17 contains 200336 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151187 members 
Mstep: Class 21 contains 9163 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 159811 members 
Mstep: Class 24 contains 20478 members 
Mstep: Class 25 contains 17470 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053824.000000 Penalty: 97997.882812
Iteration 263Q: 29 clusters Score -1.560538e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 35865 members 
Mstep: Class 3 contains 12607 members 
Mstep: Class 4 contains 96082 members 
Mstep: Class 5 contains 18166 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 3331 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 147931 members 
Mstep: Class 11 contains 42584 members 
Mstep: Class 12 contains 45053 members 
Mstep: Class 13 contains 24303 members 
Mstep: Class 14 contains 34959 members 
Mstep: Class 15 contains 183755 members 
Mstep: Class 16 contains 60703 members 
Mstep: Class 17 contains 200315 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 151159 members 
Mstep: Class 21 contains 9161 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 159822 members 
Mstep: Class 24 contains 20479 members 
Mstep: Class 25 contains 17470 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053616.000000 Penalty: 97997.882812
Iteration 264Q: 29 clusters Score -1.560536e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 35862 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 96079 members 
Mstep: Class 5 contains 18169 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17558 members 
Mstep: Class 8 contains 3331 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 148010 members 
Mstep: Class 11 contains 42579 members 
Mstep: Class 12 contains 44866 members 
Mstep: Class 13 contains 24310 members 
Mstep: Class 14 contains 34955 members 
Mstep: Class 15 contains 183889 members 
Mstep: Class 16 contains 60694 members 
Mstep: Class 17 contains 200296 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151143 members 
Mstep: Class 21 contains 9162 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 159841 members 
Mstep: Class 24 contains 20478 members 
Mstep: Class 25 contains 17465 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053920.000000 Penalty: 97997.882812
Iteration 265Q: 29 clusters Score -1.560539e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 35855 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 96079 members 
Mstep: Class 5 contains 18170 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17556 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 13121 members 
Mstep: Class 10 contains 148085 members 
Mstep: Class 11 contains 42578 members 
Mstep: Class 12 contains 44668 members 
Mstep: Class 13 contains 24322 members 
Mstep: Class 14 contains 34954 members 
Mstep: Class 15 contains 184029 members 
Mstep: Class 16 contains 60690 members 
Mstep: Class 17 contains 200273 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 151125 members 
Mstep: Class 21 contains 9161 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 159869 members 
Mstep: Class 24 contains 20475 members 
Mstep: Class 25 contains 17461 members 
Mstep: Class 26 contains 4597 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053920.000000 Penalty: 97997.882812
Iteration 266Q: 29 clusters Score -1.560539e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 12603 members 
Mstep: Class 4 contains 96079 members 
Mstep: Class 5 contains 18173 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17552 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 13120 members 
Mstep: Class 10 contains 148133 members 
Mstep: Class 11 contains 42574 members 
Mstep: Class 12 contains 44441 members 
Mstep: Class 13 contains 24333 members 
Mstep: Class 14 contains 34953 members 
Mstep: Class 15 contains 184229 members 
Mstep: Class 16 contains 60688 members 
Mstep: Class 17 contains 200242 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 151111 members 
Mstep: Class 21 contains 9162 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 159899 members 
Mstep: Class 24 contains 20473 members 
Mstep: Class 25 contains 17461 members 
Mstep: Class 26 contains 4597 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054016.000000 Penalty: 97997.882812
Iteration 267Q: 29 clusters Score -1.56054e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 35845 members 
Mstep: Class 3 contains 12598 members 
Mstep: Class 4 contains 96079 members 
Mstep: Class 5 contains 18173 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17551 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 13119 members 
Mstep: Class 10 contains 148172 members 
Mstep: Class 11 contains 42567 members 
Mstep: Class 12 contains 44186 members 
Mstep: Class 13 contains 24334 members 
Mstep: Class 14 contains 34947 members 
Mstep: Class 15 contains 184460 members 
Mstep: Class 16 contains 60686 members 
Mstep: Class 17 contains 200208 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 151112 members 
Mstep: Class 21 contains 9166 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 159931 members 
Mstep: Class 24 contains 20475 members 
Mstep: Class 25 contains 17462 members 
Mstep: Class 26 contains 4597 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156053984.000000 Penalty: 97997.882812
Iteration 268Q: 29 clusters Score -1.56054e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 35838 members 
Mstep: Class 3 contains 12597 members 
Mstep: Class 4 contains 96083 members 
Mstep: Class 5 contains 18170 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17544 members 
Mstep: Class 8 contains 3331 members 
Mstep: Class 9 contains 13119 members 
Mstep: Class 10 contains 148192 members 
Mstep: Class 11 contains 42564 members 
Mstep: Class 12 contains 43915 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 34937 members 
Mstep: Class 15 contains 184699 members 
Mstep: Class 16 contains 60678 members 
Mstep: Class 17 contains 200179 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 151127 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 159979 members 
Mstep: Class 24 contains 20479 members 
Mstep: Class 25 contains 17462 members 
Mstep: Class 26 contains 4598 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054144.000000 Penalty: 97997.882812
Iteration 269Q: 29 clusters Score -1.560541e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 35836 members 
Mstep: Class 3 contains 12594 members 
Mstep: Class 4 contains 96085 members 
Mstep: Class 5 contains 18173 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17542 members 
Mstep: Class 8 contains 3331 members 
Mstep: Class 9 contains 13118 members 
Mstep: Class 10 contains 148192 members 
Mstep: Class 11 contains 42564 members 
Mstep: Class 12 contains 43647 members 
Mstep: Class 13 contains 24343 members 
Mstep: Class 14 contains 34927 members 
Mstep: Class 15 contains 184947 members 
Mstep: Class 16 contains 60669 members 
Mstep: Class 17 contains 200132 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151165 members 
Mstep: Class 21 contains 9170 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160025 members 
Mstep: Class 24 contains 20481 members 
Mstep: Class 25 contains 17458 members 
Mstep: Class 26 contains 4598 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054240.000000 Penalty: 97997.882812
Iteration 270Q: 29 clusters Score -1.560542e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 35831 members 
Mstep: Class 3 contains 12595 members 
Mstep: Class 4 contains 96083 members 
Mstep: Class 5 contains 18173 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 17535 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 148212 members 
Mstep: Class 11 contains 42563 members 
Mstep: Class 12 contains 43355 members 
Mstep: Class 13 contains 24352 members 
Mstep: Class 14 contains 34910 members 
Mstep: Class 15 contains 185204 members 
Mstep: Class 16 contains 60660 members 
Mstep: Class 17 contains 200102 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151216 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160046 members 
Mstep: Class 24 contains 20480 members 
Mstep: Class 25 contains 17470 members 
Mstep: Class 26 contains 4598 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054432.000000 Penalty: 97997.882812
Iteration 271Q: 29 clusters Score -1.560544e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 35824 members 
Mstep: Class 3 contains 12600 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18175 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17530 members 
Mstep: Class 8 contains 3328 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 148236 members 
Mstep: Class 11 contains 42561 members 
Mstep: Class 12 contains 43010 members 
Mstep: Class 13 contains 24354 members 
Mstep: Class 14 contains 34892 members 
Mstep: Class 15 contains 185551 members 
Mstep: Class 16 contains 60648 members 
Mstep: Class 17 contains 200050 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151250 members 
Mstep: Class 21 contains 9168 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160078 members 
Mstep: Class 24 contains 20480 members 
Mstep: Class 25 contains 17471 members 
Mstep: Class 26 contains 4598 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054624.000000 Penalty: 97997.882812
Iteration 272Q: 29 clusters Score -1.560546e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 35823 members 
Mstep: Class 3 contains 12605 members 
Mstep: Class 4 contains 96090 members 
Mstep: Class 5 contains 18173 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17525 members 
Mstep: Class 8 contains 3329 members 
Mstep: Class 9 contains 13106 members 
Mstep: Class 10 contains 148251 members 
Mstep: Class 11 contains 42563 members 
Mstep: Class 12 contains 42626 members 
Mstep: Class 13 contains 24363 members 
Mstep: Class 14 contains 34871 members 
Mstep: Class 15 contains 185925 members 
Mstep: Class 16 contains 60637 members 
Mstep: Class 17 contains 199994 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151291 members 
Mstep: Class 21 contains 9168 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160096 members 
Mstep: Class 24 contains 20483 members 
Mstep: Class 25 contains 17480 members 
Mstep: Class 26 contains 4598 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054960.000000 Penalty: 97997.882812
Iteration 273Q: 29 clusters Score -1.56055e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 35814 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18168 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17521 members 
Mstep: Class 8 contains 3328 members 
Mstep: Class 9 contains 13106 members 
Mstep: Class 10 contains 148280 members 
Mstep: Class 11 contains 42561 members 
Mstep: Class 12 contains 42216 members 
Mstep: Class 13 contains 24354 members 
Mstep: Class 14 contains 34860 members 
Mstep: Class 15 contains 186346 members 
Mstep: Class 16 contains 60621 members 
Mstep: Class 17 contains 199933 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151329 members 
Mstep: Class 21 contains 9168 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160124 members 
Mstep: Class 24 contains 20482 members 
Mstep: Class 25 contains 17489 members 
Mstep: Class 26 contains 4599 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156055088.000000 Penalty: 97997.882812
Iteration 274Q: 29 clusters Score -1.560551e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 35806 members 
Mstep: Class 3 contains 12605 members 
Mstep: Class 4 contains 96089 members 
Mstep: Class 5 contains 18168 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17519 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 13104 members 
Mstep: Class 10 contains 148303 members 
Mstep: Class 11 contains 42561 members 
Mstep: Class 12 contains 41709 members 
Mstep: Class 13 contains 24367 members 
Mstep: Class 14 contains 34850 members 
Mstep: Class 15 contains 186815 members 
Mstep: Class 16 contains 60614 members 
Mstep: Class 17 contains 199877 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151367 members 
Mstep: Class 21 contains 9170 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160168 members 
Mstep: Class 24 contains 20483 members 
Mstep: Class 25 contains 17501 members 
Mstep: Class 26 contains 4602 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054992.000000 Penalty: 97997.882812
Iteration 275Q: 29 clusters Score -1.56055e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 35795 members 
Mstep: Class 3 contains 12607 members 
Mstep: Class 4 contains 96091 members 
Mstep: Class 5 contains 18181 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17518 members 
Mstep: Class 8 contains 3322 members 
Mstep: Class 9 contains 13107 members 
Mstep: Class 10 contains 148312 members 
Mstep: Class 11 contains 42556 members 
Mstep: Class 12 contains 41131 members 
Mstep: Class 13 contains 24377 members 
Mstep: Class 14 contains 34841 members 
Mstep: Class 15 contains 187351 members 
Mstep: Class 16 contains 60610 members 
Mstep: Class 17 contains 199800 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151414 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160239 members 
Mstep: Class 24 contains 20486 members 
Mstep: Class 25 contains 17505 members 
Mstep: Class 26 contains 4604 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156055232.000000 Penalty: 97997.882812
Iteration 276Q: 29 clusters Score -1.560552e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 35785 members 
Mstep: Class 3 contains 12604 members 
Mstep: Class 4 contains 96090 members 
Mstep: Class 5 contains 18187 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17506 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 13125 members 
Mstep: Class 10 contains 148331 members 
Mstep: Class 11 contains 42551 members 
Mstep: Class 12 contains 40487 members 
Mstep: Class 13 contains 24382 members 
Mstep: Class 14 contains 34822 members 
Mstep: Class 15 contains 187977 members 
Mstep: Class 16 contains 60602 members 
Mstep: Class 17 contains 199713 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151473 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160308 members 
Mstep: Class 24 contains 20491 members 
Mstep: Class 25 contains 17502 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156055072.000000 Penalty: 97997.882812
Iteration 277Q: 29 clusters Score -1.560551e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 35777 members 
Mstep: Class 3 contains 12589 members 
Mstep: Class 4 contains 96085 members 
Mstep: Class 5 contains 18190 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17495 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 13132 members 
Mstep: Class 10 contains 148390 members 
Mstep: Class 11 contains 42541 members 
Mstep: Class 12 contains 39769 members 
Mstep: Class 13 contains 24408 members 
Mstep: Class 14 contains 34805 members 
Mstep: Class 15 contains 188652 members 
Mstep: Class 16 contains 60592 members 
Mstep: Class 17 contains 199634 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151482 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160396 members 
Mstep: Class 24 contains 20491 members 
Mstep: Class 25 contains 17512 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156055296.000000 Penalty: 97997.882812
Iteration 278Q: 29 clusters Score -1.560553e+08 nChanged 2223
Entering ConstructFrom: 
Score: -156055296.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (13966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Entering Unmasked Estep 
Score: -1633552.125000 Penalty: 2367.006592
	Iteration 0F: 2 clusters Score -1633552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1623365.125000 Penalty: 4734.013184
	Iteration 0F: 3 clusters Score -1623365 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1626642.000000 Penalty: 4734.013184
	Iteration 1F: 3 clusters Score -1626642 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1627094.000000 Penalty: 4734.013184
	Iteration 2F: 3 clusters Score -1627094 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1627554.500000 Penalty: 4734.013184
	Iteration 3F: 3 clusters Score -1627554 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1628064.750000 Penalty: 4734.013184
	Iteration 4F: 3 clusters Score -1628065 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1628647.875000 Penalty: 4734.013184
	Iteration 5F: 3 clusters Score -1628648 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1629196.875000 Penalty: 4734.013184
	Iteration 6F: 3 clusters Score -1629197 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1629694.750000 Penalty: 4734.013184
	Iteration 7F: 3 clusters Score -1629695 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1630134.000000 Penalty: 4734.013184
	Iteration 8Q: 3 clusters Score -1630134 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1630477.250000 Penalty: 4734.013184
	Iteration 9Q: 3 clusters Score -1630477 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1630681.250000 Penalty: 4734.013184
	Iteration 10Q: 3 clusters Score -1630681 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1630805.125000 Penalty: 4734.013184
	Iteration 11Q: 3 clusters Score -1630805 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1630873.875000 Penalty: 4734.013184
	Iteration 12Q: 3 clusters Score -1630874 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1630918.125000 Penalty: 4734.013184
	Iteration 13Q: 3 clusters Score -1630918 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1630953.000000 Penalty: 4734.013184
	Iteration 14Q: 3 clusters Score -1630953 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1630978.875000 Penalty: 4734.013184
	Iteration 15Q: 3 clusters Score -1630979 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1630999.875000 Penalty: 4734.013184
	Iteration 16Q: 3 clusters Score -1631000 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1631017.750000 Penalty: 4734.013184
	Iteration 17Q: 3 clusters Score -1631018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1631025.000000 Penalty: 4734.013184
	Iteration 18Q: 3 clusters Score -1631025 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1631037.250000 Penalty: 4734.013184
	Iteration 19Q: 3 clusters Score -1631037 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1631055.375000 Penalty: 4734.013184
	Iteration 20F: 3 clusters Score -1631055 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1631068.500000 Penalty: 4734.013184
	Iteration 21Q: 3 clusters Score -1631068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1631077.500000 Penalty: 4734.013184
	Iteration 22Q: 3 clusters Score -1631078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1631087.625000 Penalty: 4734.013184
	Iteration 23Q: 3 clusters Score -1631088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1631092.250000 Penalty: 4734.013184
	Iteration 24Q: 3 clusters Score -1631092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1631098.750000 Penalty: 4734.013184
	Iteration 25Q: 3 clusters Score -1631099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1631107.000000 Penalty: 4734.013184
	Iteration 26Q: 3 clusters Score -1631107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1631103.250000 Penalty: 4734.013184
	Iteration 27Q: 3 clusters Score -1631103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1631114.750000 Penalty: 4734.013184
	Iteration 28Q: 3 clusters Score -1631115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1631121.125000 Penalty: 4734.013184
	Iteration 29Q: 3 clusters Score -1631121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1631129.125000 Penalty: 4734.013184
	Iteration 30Q: 3 clusters Score -1631129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1631135.125000 Penalty: 4734.013184
	Iteration 31Q: 3 clusters Score -1631135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1631150.500000 Penalty: 4734.013184
	Iteration 32Q: 3 clusters Score -1631150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1631158.125000 Penalty: 4734.013184
	Iteration 33Q: 3 clusters Score -1631158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1631173.250000 Penalty: 4734.013184
	Iteration 34Q: 3 clusters Score -1631173 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1631193.125000 Penalty: 4734.013184
	Iteration 35Q: 3 clusters Score -1631193 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1631206.250000 Penalty: 4734.013184
	Iteration 36Q: 3 clusters Score -1631206 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1631224.000000 Penalty: 4734.013184
	Iteration 37Q: 3 clusters Score -1631224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1631254.750000 Penalty: 4734.013184
	Iteration 38Q: 3 clusters Score -1631255 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1631273.125000 Penalty: 4734.013184
	Iteration 39Q: 3 clusters Score -1631273 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1631307.125000 Penalty: 4734.013184
	Iteration 40F: 3 clusters Score -1631307 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1631329.625000 Penalty: 4734.013184
	Iteration 41Q: 3 clusters Score -1631330 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1631357.125000 Penalty: 4734.013184
	Iteration 42Q: 3 clusters Score -1631357 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1631381.500000 Penalty: 4734.013184
	Iteration 43Q: 3 clusters Score -1631382 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1631407.625000 Penalty: 4734.013184
	Iteration 44Q: 3 clusters Score -1631408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1631434.125000 Penalty: 4734.013184
	Iteration 45Q: 3 clusters Score -1631434 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1631455.250000 Penalty: 4734.013184
	Iteration 46Q: 3 clusters Score -1631455 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1631489.625000 Penalty: 4734.013184
	Iteration 47Q: 3 clusters Score -1631490 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1631534.500000 Penalty: 4734.013184
	Iteration 48Q: 3 clusters Score -1631534 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1631585.000000 Penalty: 4734.013184
	Iteration 49Q: 3 clusters Score -1631585 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1631643.375000 Penalty: 4734.013184
	Iteration 50Q: 3 clusters Score -1631643 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1631695.000000 Penalty: 4734.013184
	Iteration 51Q: 3 clusters Score -1631695 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1631729.125000 Penalty: 4734.013184
	Iteration 52Q: 3 clusters Score -1631729 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1631768.000000 Penalty: 4734.013184
	Iteration 53Q: 3 clusters Score -1631768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1631795.000000 Penalty: 4734.013184
	Iteration 54Q: 3 clusters Score -1631795 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1631820.250000 Penalty: 4734.013184
	Iteration 55Q: 3 clusters Score -1631820 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1631837.375000 Penalty: 4734.013184
	Iteration 56Q: 3 clusters Score -1631837 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1631865.875000 Penalty: 4734.013184
	Iteration 57Q: 3 clusters Score -1631866 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1631887.625000 Penalty: 4734.013184
	Iteration 58Q: 3 clusters Score -1631888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1631904.750000 Penalty: 4734.013184
	Iteration 59Q: 3 clusters Score -1631905 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1631935.750000 Penalty: 4734.013184
	Iteration 60F: 3 clusters Score -1631936 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1631951.875000 Penalty: 4734.013184
	Iteration 61Q: 3 clusters Score -1631952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1631976.250000 Penalty: 4734.013184
	Iteration 62Q: 3 clusters Score -1631976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1631993.125000 Penalty: 4734.013184
	Iteration 63Q: 3 clusters Score -1631993 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1632006.375000 Penalty: 4734.013184
	Iteration 64Q: 3 clusters Score -1632006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1632021.000000 Penalty: 4734.013184
	Iteration 65Q: 3 clusters Score -1632021 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1632031.375000 Penalty: 4734.013184
	Iteration 66Q: 3 clusters Score -1632031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1632035.875000 Penalty: 4734.013184
	Iteration 67Q: 3 clusters Score -1632036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1632047.750000 Penalty: 4734.013184
	Iteration 68Q: 3 clusters Score -1632048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1632054.250000 Penalty: 4734.013184
	Iteration 69Q: 3 clusters Score -1632054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1632055.250000 Penalty: 4734.013184
	Iteration 70Q: 3 clusters Score -1632055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1632062.750000 Penalty: 4734.013184
	Iteration 71Q: 3 clusters Score -1632063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1632063.250000 Penalty: 4734.013184
	Iteration 72Q: 3 clusters Score -1632063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1632069.875000 Penalty: 4734.013184
	Iteration 73Q: 3 clusters Score -1632070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1632073.625000 Penalty: 4734.013184
	Iteration 74Q: 3 clusters Score -1632074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1632074.250000 Penalty: 4734.013184
	Iteration 75Q: 3 clusters Score -1632074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1632072.750000 Penalty: 4734.013184
	Iteration 76Q: 3 clusters Score -1632073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1632072.250000 Penalty: 4734.013184
	Iteration 77Q: 3 clusters Score -1632072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1632077.000000 Penalty: 4734.013184
	Iteration 78Q: 3 clusters Score -1632077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1632076.625000 Penalty: 4734.013184
	Iteration 79Q: 3 clusters Score -1632077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1632077.875000 Penalty: 4734.013184
	Iteration 80F: 3 clusters Score -1632078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1632077.125000 Penalty: 4734.013184
	Iteration 81Q: 3 clusters Score -1632077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1632078.750000 Penalty: 4734.013184
	Iteration 82Q: 3 clusters Score -1632079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1632080.625000 Penalty: 4734.013184
	Iteration 83Q: 3 clusters Score -1632081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1632081.750000 Penalty: 4734.013184
	Iteration 84Q: 3 clusters Score -1632082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1632079.125000 Penalty: 4734.013184
	Iteration 85Q: 3 clusters Score -1632079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1632079.250000 Penalty: 4734.013184
	Iteration 86Q: 3 clusters Score -1632079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1632080.125000 Penalty: 4734.013184
	Iteration 87Q: 3 clusters Score -1632080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1632082.000000 Penalty: 4734.013184
	Iteration 88Q: 3 clusters Score -1632082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1632082.875000 Penalty: 4734.013184
	Iteration 89Q: 3 clusters Score -1632083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1632084.500000 Penalty: 4734.013184
	Iteration 90Q: 3 clusters Score -1632084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1632084.500000 Penalty: 4734.013184
	Iteration 91F: 3 clusters Score -1632084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Entering Unmasked Estep 
Score: -4281464.500000 Penalty: 2600.232666
	Iteration 0F: 2 clusters Score -4281464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -4257269.000000 Penalty: 5200.465332
	Iteration 0F: 3 clusters Score -4257269 nChanged 16165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4265903.000000 Penalty: 5200.465332
	Iteration 1F: 3 clusters Score -4265903 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -4266485.500000 Penalty: 5200.465332
	Iteration 2Q: 3 clusters Score -4266486 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -4267027.000000 Penalty: 5200.465332
	Iteration 3Q: 3 clusters Score -4267027 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4267542.000000 Penalty: 5200.465332
	Iteration 4Q: 3 clusters Score -4267542 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4268028.000000 Penalty: 5200.465332
	Iteration 5Q: 3 clusters Score -4268028 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -4268518.500000 Penalty: 5200.465332
	Iteration 6Q: 3 clusters Score -4268518 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -4269183.000000 Penalty: 5200.465332
	Iteration 7Q: 3 clusters Score -4269183 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -4270072.000000 Penalty: 5200.465332
	Iteration 8Q: 3 clusters Score -4270072 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -4271250.500000 Penalty: 5200.465332
	Iteration 9F: 3 clusters Score -4271250 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -4272608.500000 Penalty: 5200.465332
	Iteration 10F: 3 clusters Score -4272608 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -4273963.000000 Penalty: 5200.465332
	Iteration 11F: 3 clusters Score -4273963 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -4275120.000000 Penalty: 5200.465332
	Iteration 12Q: 3 clusters Score -4275120 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -4276035.000000 Penalty: 5200.465332
	Iteration 13Q: 3 clusters Score -4276035 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -4276723.500000 Penalty: 5200.465332
	Iteration 14Q: 3 clusters Score -4276724 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -4277272.000000 Penalty: 5200.465332
	Iteration 15Q: 3 clusters Score -4277272 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -4277693.000000 Penalty: 5200.465332
	Iteration 16Q: 3 clusters Score -4277693 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -4278031.500000 Penalty: 5200.465332
	Iteration 17Q: 3 clusters Score -4278032 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -4278331.500000 Penalty: 5200.465332
	Iteration 18Q: 3 clusters Score -4278332 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -4278599.500000 Penalty: 5200.465332
	Iteration 19Q: 3 clusters Score -4278600 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -4278782.000000 Penalty: 5200.465332
	Iteration 20F: 3 clusters Score -4278782 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4278915.500000 Penalty: 5200.465332
	Iteration 21Q: 3 clusters Score -4278916 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4279051.000000 Penalty: 5200.465332
	Iteration 22Q: 3 clusters Score -4279051 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -4279168.500000 Penalty: 5200.465332
	Iteration 23Q: 3 clusters Score -4279168 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4279235.500000 Penalty: 5200.465332
	Iteration 24Q: 3 clusters Score -4279236 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4279331.500000 Penalty: 5200.465332
	Iteration 25Q: 3 clusters Score -4279332 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4279424.000000 Penalty: 5200.465332
	Iteration 26Q: 3 clusters Score -4279424 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4279487.000000 Penalty: 5200.465332
	Iteration 27Q: 3 clusters Score -4279487 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4279567.000000 Penalty: 5200.465332
	Iteration 28Q: 3 clusters Score -4279567 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4279642.500000 Penalty: 5200.465332
	Iteration 29Q: 3 clusters Score -4279642 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4279700.500000 Penalty: 5200.465332
	Iteration 30Q: 3 clusters Score -4279700 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4279745.500000 Penalty: 5200.465332
	Iteration 31Q: 3 clusters Score -4279746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4279782.000000 Penalty: 5200.465332
	Iteration 32Q: 3 clusters Score -4279782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4279791.500000 Penalty: 5200.465332
	Iteration 33Q: 3 clusters Score -4279792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4279826.000000 Penalty: 5200.465332
	Iteration 34Q: 3 clusters Score -4279826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4279855.000000 Penalty: 5200.465332
	Iteration 35Q: 3 clusters Score -4279855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4279866.000000 Penalty: 5200.465332
	Iteration 36Q: 3 clusters Score -4279866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4279881.500000 Penalty: 5200.465332
	Iteration 37Q: 3 clusters Score -4279882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4279907.000000 Penalty: 5200.465332
	Iteration 38Q: 3 clusters Score -4279907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4279913.000000 Penalty: 5200.465332
	Iteration 39Q: 3 clusters Score -4279913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4279927.000000 Penalty: 5200.465332
	Iteration 40F: 3 clusters Score -4279927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4279933.000000 Penalty: 5200.465332
	Iteration 41Q: 3 clusters Score -4279933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4279944.000000 Penalty: 5200.465332
	Iteration 42Q: 3 clusters Score -4279944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4279942.000000 Penalty: 5200.465332
	Iteration 43Q: 3 clusters Score -4279942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4279954.500000 Penalty: 5200.465332
	Iteration 44Q: 3 clusters Score -4279954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4279953.500000 Penalty: 5200.465332
	Iteration 45Q: 3 clusters Score -4279954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4279957.000000 Penalty: 5200.465332
	Iteration 46Q: 3 clusters Score -4279957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4279959.500000 Penalty: 5200.465332
	Iteration 47Q: 3 clusters Score -4279960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4279961.500000 Penalty: 5200.465332
	Iteration 48Q: 3 clusters Score -4279962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4279966.000000 Penalty: 5200.465332
	Iteration 49Q: 3 clusters Score -4279966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4279964.000000 Penalty: 5200.465332
	Iteration 50Q: 3 clusters Score -4279964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4279967.500000 Penalty: 5200.465332
	Iteration 51Q: 3 clusters Score -4279968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4279971.500000 Penalty: 5200.465332
	Iteration 52Q: 3 clusters Score -4279972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4279971.500000 Penalty: 5200.465332
	Iteration 53Q: 3 clusters Score -4279972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4279973.500000 Penalty: 5200.465332
	Iteration 54Q: 3 clusters Score -4279974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4279972.500000 Penalty: 5200.465332
	Iteration 55Q: 3 clusters Score -4279972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4279973.000000 Penalty: 5200.465332
	Iteration 56Q: 3 clusters Score -4279973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4279973.000000 Penalty: 5200.465332
	Iteration 57F: 3 clusters Score -4279973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Entering Unmasked Estep 
Score: -1464749.875000 Penalty: 2341.046875
	Iteration 0F: 2 clusters Score -1464750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1455473.500000 Penalty: 4682.093750
	Iteration 0F: 3 clusters Score -1455474 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1458478.625000 Penalty: 4682.093750
	Iteration 1F: 3 clusters Score -1458479 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1458892.875000 Penalty: 4682.093750
	Iteration 2F: 3 clusters Score -1458893 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1459269.875000 Penalty: 4682.093750
	Iteration 3F: 3 clusters Score -1459270 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1459597.500000 Penalty: 4682.093750
	Iteration 4F: 3 clusters Score -1459598 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1459949.750000 Penalty: 4682.093750
	Iteration 5Q: 3 clusters Score -1459950 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1460378.000000 Penalty: 4682.093750
	Iteration 6F: 3 clusters Score -1460378 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1460864.250000 Penalty: 4682.093750
	Iteration 7F: 3 clusters Score -1460864 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1461320.500000 Penalty: 4682.093750
	Iteration 8F: 3 clusters Score -1461320 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1461698.125000 Penalty: 4682.093750
	Iteration 9Q: 3 clusters Score -1461698 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1462008.750000 Penalty: 4682.093750
	Iteration 10Q: 3 clusters Score -1462009 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1462274.125000 Penalty: 4682.093750
	Iteration 11Q: 3 clusters Score -1462274 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1462474.875000 Penalty: 4682.093750
	Iteration 12Q: 3 clusters Score -1462475 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1462656.625000 Penalty: 4682.093750
	Iteration 13Q: 3 clusters Score -1462657 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1462797.625000 Penalty: 4682.093750
	Iteration 14Q: 3 clusters Score -1462798 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1462883.875000 Penalty: 4682.093750
	Iteration 15Q: 3 clusters Score -1462884 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1462956.125000 Penalty: 4682.093750
	Iteration 16Q: 3 clusters Score -1462956 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1463004.750000 Penalty: 4682.093750
	Iteration 17Q: 3 clusters Score -1463005 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1463037.375000 Penalty: 4682.093750
	Iteration 18Q: 3 clusters Score -1463037 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1463063.875000 Penalty: 4682.093750
	Iteration 19Q: 3 clusters Score -1463064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1463083.125000 Penalty: 4682.093750
	Iteration 20F: 3 clusters Score -1463083 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1463095.875000 Penalty: 4682.093750
	Iteration 21Q: 3 clusters Score -1463096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1463109.250000 Penalty: 4682.093750
	Iteration 22Q: 3 clusters Score -1463109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1463118.000000 Penalty: 4682.093750
	Iteration 23Q: 3 clusters Score -1463118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1463126.500000 Penalty: 4682.093750
	Iteration 24Q: 3 clusters Score -1463126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1463131.750000 Penalty: 4682.093750
	Iteration 25Q: 3 clusters Score -1463132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1463138.875000 Penalty: 4682.093750
	Iteration 26Q: 3 clusters Score -1463139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1463147.875000 Penalty: 4682.093750
	Iteration 27Q: 3 clusters Score -1463148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1463154.375000 Penalty: 4682.093750
	Iteration 28Q: 3 clusters Score -1463154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1463159.750000 Penalty: 4682.093750
	Iteration 29Q: 3 clusters Score -1463160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1463168.625000 Penalty: 4682.093750
	Iteration 30Q: 3 clusters Score -1463169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1463186.125000 Penalty: 4682.093750
	Iteration 31Q: 3 clusters Score -1463186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1463188.000000 Penalty: 4682.093750
	Iteration 32Q: 3 clusters Score -1463188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1463193.750000 Penalty: 4682.093750
	Iteration 33Q: 3 clusters Score -1463194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1463200.125000 Penalty: 4682.093750
	Iteration 34Q: 3 clusters Score -1463200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1463207.500000 Penalty: 4682.093750
	Iteration 35Q: 3 clusters Score -1463208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1463212.625000 Penalty: 4682.093750
	Iteration 36Q: 3 clusters Score -1463213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1463216.875000 Penalty: 4682.093750
	Iteration 37Q: 3 clusters Score -1463217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1463222.625000 Penalty: 4682.093750
	Iteration 38Q: 3 clusters Score -1463223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1463228.125000 Penalty: 4682.093750
	Iteration 39Q: 3 clusters Score -1463228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1463231.875000 Penalty: 4682.093750
	Iteration 40F: 3 clusters Score -1463232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1463239.250000 Penalty: 4682.093750
	Iteration 41Q: 3 clusters Score -1463239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1463245.000000 Penalty: 4682.093750
	Iteration 42Q: 3 clusters Score -1463245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1463248.750000 Penalty: 4682.093750
	Iteration 43Q: 3 clusters Score -1463249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1463254.750000 Penalty: 4682.093750
	Iteration 44Q: 3 clusters Score -1463255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1463258.500000 Penalty: 4682.093750
	Iteration 45Q: 3 clusters Score -1463258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1463262.750000 Penalty: 4682.093750
	Iteration 46Q: 3 clusters Score -1463263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1463265.625000 Penalty: 4682.093750
	Iteration 47Q: 3 clusters Score -1463266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1463270.375000 Penalty: 4682.093750
	Iteration 48Q: 3 clusters Score -1463270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1463278.000000 Penalty: 4682.093750
	Iteration 49Q: 3 clusters Score -1463278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1463282.000000 Penalty: 4682.093750
	Iteration 50Q: 3 clusters Score -1463282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1463289.875000 Penalty: 4682.093750
	Iteration 51Q: 3 clusters Score -1463290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1463294.250000 Penalty: 4682.093750
	Iteration 52Q: 3 clusters Score -1463294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1463299.000000 Penalty: 4682.093750
	Iteration 53Q: 3 clusters Score -1463299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1463306.375000 Penalty: 4682.093750
	Iteration 54Q: 3 clusters Score -1463306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1463309.625000 Penalty: 4682.093750
	Iteration 55Q: 3 clusters Score -1463310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1463312.250000 Penalty: 4682.093750
	Iteration 56Q: 3 clusters Score -1463312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1463314.000000 Penalty: 4682.093750
	Iteration 57Q: 3 clusters Score -1463314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1463314.250000 Penalty: 4682.093750
	Iteration 58Q: 3 clusters Score -1463314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1463317.375000 Penalty: 4682.093750
	Iteration 59Q: 3 clusters Score -1463317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1463321.125000 Penalty: 4682.093750
	Iteration 60F: 3 clusters Score -1463321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1463322.375000 Penalty: 4682.093750
	Iteration 61Q: 3 clusters Score -1463322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1463326.500000 Penalty: 4682.093750
	Iteration 62Q: 3 clusters Score -1463326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1463322.875000 Penalty: 4682.093750
	Iteration 63Q: 3 clusters Score -1463323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1463321.875000 Penalty: 4682.093750
	Iteration 64Q: 3 clusters Score -1463322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1463321.875000 Penalty: 4682.093750
	Iteration 65Q: 3 clusters Score -1463322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1463325.000000 Penalty: 4682.093750
	Iteration 66Q: 3 clusters Score -1463325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1463325.250000 Penalty: 4682.093750
	Iteration 67Q: 3 clusters Score -1463325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1463325.250000 Penalty: 4682.093750
	Iteration 68F: 3 clusters Score -1463325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (96083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Entering Unmasked Estep 
Score: -11460540.000000 Penalty: 2845.296143
	Iteration 0F: 2 clusters Score -1.146054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -11396364.000000 Penalty: 5690.592285
	Iteration 0F: 3 clusters Score -1.139636e+07 nChanged 45378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -11422010.000000 Penalty: 5690.592285
	Iteration 1F: 3 clusters Score -1.142201e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -11422935.000000 Penalty: 5690.592285
	Iteration 2Q: 3 clusters Score -1.142294e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -11423730.000000 Penalty: 5690.592285
	Iteration 3Q: 3 clusters Score -1.142373e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -11424577.000000 Penalty: 5690.592285
	Iteration 4Q: 3 clusters Score -1.142458e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -11425592.000000 Penalty: 5690.592285
	Iteration 5Q: 3 clusters Score -1.142559e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -11426810.000000 Penalty: 5690.592285
	Iteration 6Q: 3 clusters Score -1.142681e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -11428707.000000 Penalty: 5690.592285
	Iteration 7Q: 3 clusters Score -1.142871e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -11431710.000000 Penalty: 5690.592285
	Iteration 8F: 3 clusters Score -1.143171e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -11436748.000000 Penalty: 5690.592285
	Iteration 9F: 3 clusters Score -1.143675e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79818 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -11443886.000000 Penalty: 5690.592285
	Iteration 10F: 3 clusters Score -1.144389e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -11451000.000000 Penalty: 5690.592285
	Iteration 11F: 3 clusters Score -1.1451e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91678 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -11455389.000000 Penalty: 5690.592285
	Iteration 12Q: 3 clusters Score -1.145539e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -11457192.000000 Penalty: 5690.592285
	Iteration 13Q: 3 clusters Score -1.145719e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94700 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11457868.000000 Penalty: 5690.592285
	Iteration 14Q: 3 clusters Score -1.145787e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95019 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11458154.000000 Penalty: 5690.592285
	Iteration 15Q: 3 clusters Score -1.145815e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95171 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11458310.000000 Penalty: 5690.592285
	Iteration 16Q: 3 clusters Score -1.145831e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11458439.000000 Penalty: 5690.592285
	Iteration 17Q: 3 clusters Score -1.145844e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11458460.000000 Penalty: 5690.592285
	Iteration 18Q: 3 clusters Score -1.145846e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11458520.000000 Penalty: 5690.592285
	Iteration 19Q: 3 clusters Score -1.145852e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11458567.000000 Penalty: 5690.592285
	Iteration 20F: 3 clusters Score -1.145857e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95423 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11458595.000000 Penalty: 5690.592285
	Iteration 21Q: 3 clusters Score -1.14586e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95435 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -11458633.000000 Penalty: 5690.592285
	Iteration 22Q: 3 clusters Score -1.145863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95443 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11458630.000000 Penalty: 5690.592285
	Iteration 23Q: 3 clusters Score -1.145863e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11458642.000000 Penalty: 5690.592285
	Iteration 24Q: 3 clusters Score -1.145864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95454 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11458652.000000 Penalty: 5690.592285
	Iteration 25Q: 3 clusters Score -1.145865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11458654.000000 Penalty: 5690.592285
	Iteration 26Q: 3 clusters Score -1.145865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95465 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11458670.000000 Penalty: 5690.592285
	Iteration 27Q: 3 clusters Score -1.145867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11458683.000000 Penalty: 5690.592285
	Iteration 28Q: 3 clusters Score -1.145868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95465 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11458671.000000 Penalty: 5690.592285
	Iteration 29Q: 3 clusters Score -1.145867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95464 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11458673.000000 Penalty: 5690.592285
	Iteration 30Q: 3 clusters Score -1.145867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -11458672.000000 Penalty: 5690.592285
	Iteration 31Q: 3 clusters Score -1.145867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95459 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -11458678.000000 Penalty: 5690.592285
	Iteration 32Q: 3 clusters Score -1.145868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95459 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -11458678.000000 Penalty: 5690.592285
	Iteration 33F: 3 clusters Score -1.145868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Entering Unmasked Estep 
Score: -2197007.250000 Penalty: 2432.635010
	Iteration 0F: 2 clusters Score -2197007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2184090.000000 Penalty: 4865.270020
	Iteration 0F: 3 clusters Score -2184090 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2188288.500000 Penalty: 4865.270020
	Iteration 1F: 3 clusters Score -2188288 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2188637.250000 Penalty: 4865.270020
	Iteration 2F: 3 clusters Score -2188637 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2188935.750000 Penalty: 4865.270020
	Iteration 3Q: 3 clusters Score -2188936 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2189167.500000 Penalty: 4865.270020
	Iteration 4Q: 3 clusters Score -2189168 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2189402.250000 Penalty: 4865.270020
	Iteration 5Q: 3 clusters Score -2189402 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2189648.500000 Penalty: 4865.270020
	Iteration 6Q: 3 clusters Score -2189648 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2189935.500000 Penalty: 4865.270020
	Iteration 7Q: 3 clusters Score -2189936 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2190309.250000 Penalty: 4865.270020
	Iteration 8Q: 3 clusters Score -2190309 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2190798.500000 Penalty: 4865.270020
	Iteration 9Q: 3 clusters Score -2190798 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2191371.750000 Penalty: 4865.270020
	Iteration 10Q: 3 clusters Score -2191372 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2192044.250000 Penalty: 4865.270020
	Iteration 11Q: 3 clusters Score -2192044 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2192716.000000 Penalty: 4865.270020
	Iteration 12Q: 3 clusters Score -2192716 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2193340.500000 Penalty: 4865.270020
	Iteration 13Q: 3 clusters Score -2193340 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2193843.250000 Penalty: 4865.270020
	Iteration 14Q: 3 clusters Score -2193843 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2194219.000000 Penalty: 4865.270020
	Iteration 15Q: 3 clusters Score -2194219 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2194467.000000 Penalty: 4865.270020
	Iteration 16Q: 3 clusters Score -2194467 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2194636.250000 Penalty: 4865.270020
	Iteration 17Q: 3 clusters Score -2194636 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2194741.500000 Penalty: 4865.270020
	Iteration 18Q: 3 clusters Score -2194742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2194797.500000 Penalty: 4865.270020
	Iteration 19Q: 3 clusters Score -2194798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2194820.000000 Penalty: 4865.270020
	Iteration 20F: 3 clusters Score -2194820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2194839.500000 Penalty: 4865.270020
	Iteration 21Q: 3 clusters Score -2194840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2194862.250000 Penalty: 4865.270020
	Iteration 22Q: 3 clusters Score -2194862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2194872.750000 Penalty: 4865.270020
	Iteration 23Q: 3 clusters Score -2194873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2194880.750000 Penalty: 4865.270020
	Iteration 24Q: 3 clusters Score -2194881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2194892.250000 Penalty: 4865.270020
	Iteration 25Q: 3 clusters Score -2194892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2194896.000000 Penalty: 4865.270020
	Iteration 26Q: 3 clusters Score -2194896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2194896.000000 Penalty: 4865.270020
	Iteration 27Q: 3 clusters Score -2194896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2194899.750000 Penalty: 4865.270020
	Iteration 28Q: 3 clusters Score -2194900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2194898.500000 Penalty: 4865.270020
	Iteration 29Q: 3 clusters Score -2194898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2194905.000000 Penalty: 4865.270020
	Iteration 30Q: 3 clusters Score -2194905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2194911.000000 Penalty: 4865.270020
	Iteration 31Q: 3 clusters Score -2194911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2194914.750000 Penalty: 4865.270020
	Iteration 32Q: 3 clusters Score -2194915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2194914.750000 Penalty: 4865.270020
	Iteration 33F: 3 clusters Score -2194915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Entering Unmasked Estep 
Score: -1202012.500000 Penalty: 2291.904053
	Iteration 0F: 2 clusters Score -1202012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1194217.750000 Penalty: 4583.808105
	Iteration 0F: 3 clusters Score -1194218 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1196622.875000 Penalty: 4583.808105
	Iteration 1F: 3 clusters Score -1196623 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1197158.750000 Penalty: 4583.808105
	Iteration 2F: 3 clusters Score -1197159 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1197716.500000 Penalty: 4583.808105
	Iteration 3F: 3 clusters Score -1197716 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1198328.750000 Penalty: 4583.808105
	Iteration 4F: 3 clusters Score -1198329 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1198984.875000 Penalty: 4583.808105
	Iteration 5F: 3 clusters Score -1198985 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1199528.125000 Penalty: 4583.808105
	Iteration 6F: 3 clusters Score -1199528 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1199921.000000 Penalty: 4583.808105
	Iteration 7F: 3 clusters Score -1199921 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1200174.500000 Penalty: 4583.808105
	Iteration 8Q: 3 clusters Score -1200174 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1200361.875000 Penalty: 4583.808105
	Iteration 9Q: 3 clusters Score -1200362 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1200509.125000 Penalty: 4583.808105
	Iteration 10Q: 3 clusters Score -1200509 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1200594.625000 Penalty: 4583.808105
	Iteration 11Q: 3 clusters Score -1200595 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1200656.000000 Penalty: 4583.808105
	Iteration 12Q: 3 clusters Score -1200656 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1200699.500000 Penalty: 4583.808105
	Iteration 13Q: 3 clusters Score -1200700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1200741.500000 Penalty: 4583.808105
	Iteration 14Q: 3 clusters Score -1200742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1200772.875000 Penalty: 4583.808105
	Iteration 15Q: 3 clusters Score -1200773 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1200803.625000 Penalty: 4583.808105
	Iteration 16Q: 3 clusters Score -1200804 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1200828.000000 Penalty: 4583.808105
	Iteration 17Q: 3 clusters Score -1200828 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1200850.250000 Penalty: 4583.808105
	Iteration 18Q: 3 clusters Score -1200850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1200873.125000 Penalty: 4583.808105
	Iteration 19Q: 3 clusters Score -1200873 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1200890.875000 Penalty: 4583.808105
	Iteration 20F: 3 clusters Score -1200891 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1200905.125000 Penalty: 4583.808105
	Iteration 21Q: 3 clusters Score -1200905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1200922.375000 Penalty: 4583.808105
	Iteration 22Q: 3 clusters Score -1200922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1200931.625000 Penalty: 4583.808105
	Iteration 23Q: 3 clusters Score -1200932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1200938.125000 Penalty: 4583.808105
	Iteration 24Q: 3 clusters Score -1200938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1200943.625000 Penalty: 4583.808105
	Iteration 25Q: 3 clusters Score -1200944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1200944.000000 Penalty: 4583.808105
	Iteration 26Q: 3 clusters Score -1200944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1200946.375000 Penalty: 4583.808105
	Iteration 27Q: 3 clusters Score -1200946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1200949.750000 Penalty: 4583.808105
	Iteration 28Q: 3 clusters Score -1200950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1200951.500000 Penalty: 4583.808105
	Iteration 29Q: 3 clusters Score -1200952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1200954.875000 Penalty: 4583.808105
	Iteration 30Q: 3 clusters Score -1200955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1200953.375000 Penalty: 4583.808105
	Iteration 31Q: 3 clusters Score -1200953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1200953.125000 Penalty: 4583.808105
	Iteration 32Q: 3 clusters Score -1200953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1200959.875000 Penalty: 4583.808105
	Iteration 33Q: 3 clusters Score -1200960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1200961.750000 Penalty: 4583.808105
	Iteration 34Q: 3 clusters Score -1200962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1200967.875000 Penalty: 4583.808105
	Iteration 35Q: 3 clusters Score -1200968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1200974.250000 Penalty: 4583.808105
	Iteration 36Q: 3 clusters Score -1200974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1200977.875000 Penalty: 4583.808105
	Iteration 37Q: 3 clusters Score -1200978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1200980.500000 Penalty: 4583.808105
	Iteration 38Q: 3 clusters Score -1200980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1200987.000000 Penalty: 4583.808105
	Iteration 39Q: 3 clusters Score -1200987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1200986.375000 Penalty: 4583.808105
	Iteration 40F: 3 clusters Score -1200986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1200988.375000 Penalty: 4583.808105
	Iteration 41Q: 3 clusters Score -1200988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1200985.750000 Penalty: 4583.808105
	Iteration 42Q: 3 clusters Score -1200986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1200988.125000 Penalty: 4583.808105
	Iteration 43Q: 3 clusters Score -1200988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1200989.750000 Penalty: 4583.808105
	Iteration 44Q: 3 clusters Score -1200990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1200987.750000 Penalty: 4583.808105
	Iteration 45Q: 3 clusters Score -1200988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1200988.375000 Penalty: 4583.808105
	Iteration 46Q: 3 clusters Score -1200988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1200989.000000 Penalty: 4583.808105
	Iteration 47Q: 3 clusters Score -1200989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1200990.500000 Penalty: 4583.808105
	Iteration 48Q: 3 clusters Score -1200990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1200990.750000 Penalty: 4583.808105
	Iteration 49Q: 3 clusters Score -1200991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1200991.625000 Penalty: 4583.808105
	Iteration 50Q: 3 clusters Score -1200992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1200992.500000 Penalty: 4583.808105
	Iteration 51Q: 3 clusters Score -1200992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1200992.500000 Penalty: 4583.808105
	Iteration 52F: 3 clusters Score -1200992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Entering Unmasked Estep 
Score: -2094686.000000 Penalty: 2422.779053
	Iteration 0F: 2 clusters Score -2094686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2082279.875000 Penalty: 4845.558105
	Iteration 0F: 3 clusters Score -2082280 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2086286.625000 Penalty: 4845.558105
	Iteration 1F: 3 clusters Score -2086287 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2086643.375000 Penalty: 4845.558105
	Iteration 2F: 3 clusters Score -2086643 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2086998.500000 Penalty: 4845.558105
	Iteration 3Q: 3 clusters Score -2086998 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2087370.750000 Penalty: 4845.558105
	Iteration 4Q: 3 clusters Score -2087371 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2087797.125000 Penalty: 4845.558105
	Iteration 5Q: 3 clusters Score -2087797 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2088307.125000 Penalty: 4845.558105
	Iteration 6Q: 3 clusters Score -2088307 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2088837.750000 Penalty: 4845.558105
	Iteration 7Q: 3 clusters Score -2088838 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2089344.750000 Penalty: 4845.558105
	Iteration 8Q: 3 clusters Score -2089345 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2089790.875000 Penalty: 4845.558105
	Iteration 9Q: 3 clusters Score -2089791 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2090196.375000 Penalty: 4845.558105
	Iteration 10Q: 3 clusters Score -2090196 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2090561.875000 Penalty: 4845.558105
	Iteration 11Q: 3 clusters Score -2090562 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2090890 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2091118.500000 Penalty: 4845.558105
	Iteration 13Q: 3 clusters Score -2091118 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2091250 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2091326 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2091380 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2091422.875000 Penalty: 4845.558105
	Iteration 17Q: 3 clusters Score -2091423 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2091460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2091501.875000 Penalty: 4845.558105
	Iteration 19Q: 3 clusters Score -2091502 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2091544.000000 Penalty: 4845.558105
	Iteration 20F: 3 clusters Score -2091544 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2091570.875000 Penalty: 4845.558105
	Iteration 21Q: 3 clusters Score -2091571 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2091588 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2091617.875000 Penalty: 4845.558105
	Iteration 23Q: 3 clusters Score -2091618 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2091637.750000 Penalty: 4845.558105
	Iteration 24Q: 3 clusters Score -2091638 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2091673 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2091696.500000 Penalty: 4845.558105
	Iteration 26Q: 3 clusters Score -2091696 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2091716.875000 Penalty: 4845.558105
	Iteration 27Q: 3 clusters Score -2091717 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2091743 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2091771 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2091798 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2091826.250000 Penalty: 4845.558105
	Iteration 31Q: 3 clusters Score -2091826 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2091857 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2091892 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2091925.625000 Penalty: 4845.558105
	Iteration 34Q: 3 clusters Score -2091926 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2091948.750000 Penalty: 4845.558105
	Iteration 35Q: 3 clusters Score -2091949 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2091980.875000 Penalty: 4845.558105
	Iteration 36Q: 3 clusters Score -2091981 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2092011.375000 Penalty: 4845.558105
	Iteration 37Q: 3 clusters Score -2092011 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2092046.250000 Penalty: 4845.558105
	Iteration 38Q: 3 clusters Score -2092046 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2092063.375000 Penalty: 4845.558105
	Iteration 39Q: 3 clusters Score -2092063 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2092081.750000 Penalty: 4845.558105
	Iteration 40F: 3 clusters Score -2092082 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2092096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2092111.625000 Penalty: 4845.558105
	Iteration 42Q: 3 clusters Score -2092112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2092131.750000 Penalty: 4845.558105
	Iteration 43Q: 3 clusters Score -2092132 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2092147.500000 Penalty: 4845.558105
	Iteration 44Q: 3 clusters Score -2092148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2092162.875000 Penalty: 4845.558105
	Iteration 45Q: 3 clusters Score -2092163 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2092183.125000 Penalty: 4845.558105
	Iteration 46Q: 3 clusters Score -2092183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2092193.000000 Penalty: 4845.558105
	Iteration 47Q: 3 clusters Score -2092193 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2092206.500000 Penalty: 4845.558105
	Iteration 48Q: 3 clusters Score -2092206 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2092212.625000 Penalty: 4845.558105
	Iteration 49Q: 3 clusters Score -2092213 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2092226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2092239.500000 Penalty: 4845.558105
	Iteration 51Q: 3 clusters Score -2092240 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2092257.250000 Penalty: 4845.558105
	Iteration 52Q: 3 clusters Score -2092257 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2092272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2092275.875000 Penalty: 4845.558105
	Iteration 54Q: 3 clusters Score -2092276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2092286.375000 Penalty: 4845.558105
	Iteration 55Q: 3 clusters Score -2092286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2092298.625000 Penalty: 4845.558105
	Iteration 56Q: 3 clusters Score -2092299 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2092313.375000 Penalty: 4845.558105
	Iteration 57Q: 3 clusters Score -2092313 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2092326.625000 Penalty: 4845.558105
	Iteration 58Q: 3 clusters Score -2092327 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2092334.875000 Penalty: 4845.558105
	Iteration 59Q: 3 clusters Score -2092335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2092350.750000 Penalty: 4845.558105
	Iteration 60F: 3 clusters Score -2092351 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2092374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2092395 nChanged 73
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Mstep: Class 1 contains 14384 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2092413 nChanged 72
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Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2092426 nChanged 65
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Mstep: Class 1 contains 14521 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2092446 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14576 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2092459 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14627 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2092466 nChanged 41
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Mstep: Class 1 contains 14668 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2092474 nChanged 43
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Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2092489 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2092500 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2092505 nChanged 41
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Mstep: Class 1 contains 14849 members 
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Entering Unmasked Estep 
Score: -2092519.875000 Penalty: 4845.558105
	Iteration 72Q: 3 clusters Score -2092520 nChanged 45
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Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2092525 nChanged 36
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Mstep: Class 1 contains 14930 members 
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Entering Unmasked Estep 
Score: -2092540.375000 Penalty: 4845.558105
	Iteration 74Q: 3 clusters Score -2092540 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2092546 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15003 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2092551 nChanged 33
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Mstep: Class 1 contains 15036 members 
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	Iteration 77Q: 3 clusters Score -2092559 nChanged 28
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Mstep: Class 1 contains 15064 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2092561 nChanged 28
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Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2092568 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2092574 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2092574 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2092581 nChanged 19
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Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2092588 nChanged 21
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Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2092594.875000 Penalty: 4845.558105
	Iteration 84Q: 3 clusters Score -2092595 nChanged 29
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Mstep: Class 1 contains 15225 members 
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Entering Unmasked Estep 
Score: -2092600.500000 Penalty: 4845.558105
	Iteration 85Q: 3 clusters Score -2092600 nChanged 24
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Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2092607.250000 Penalty: 4845.558105
	Iteration 86Q: 3 clusters Score -2092607 nChanged 27
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Mstep: Class 1 contains 15276 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2092609 nChanged 13
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Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2092613 nChanged 11
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Mstep: Class 1 contains 15300 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2092619 nChanged 8
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Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2092621 nChanged 5
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Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2092622.875000 Penalty: 4845.558105
	Iteration 91Q: 3 clusters Score -2092623 nChanged 6
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Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2092622 nChanged 7
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Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2092622 nChanged 10
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Mstep: Class 1 contains 15336 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2092620 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2092620 nChanged 3
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Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2092620 nChanged 4
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Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2092620 nChanged 3
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Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2092622 nChanged 3
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Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2092622 nChanged 5
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Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2092626.750000 Penalty: 4845.558105
	Iteration 100F: 3 clusters Score -2092627 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2092627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2092627 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2092631.750000 Penalty: 4845.558105
	Iteration 103Q: 3 clusters Score -2092632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2092635.125000 Penalty: 4845.558105
	Iteration 104Q: 3 clusters Score -2092635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2092635.250000 Penalty: 4845.558105
	Iteration 105Q: 3 clusters Score -2092635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2092637.750000 Penalty: 4845.558105
	Iteration 106Q: 3 clusters Score -2092638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2092639.125000 Penalty: 4845.558105
	Iteration 107Q: 3 clusters Score -2092639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2092641.375000 Penalty: 4845.558105
	Iteration 108Q: 3 clusters Score -2092641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2092646.625000 Penalty: 4845.558105
	Iteration 109Q: 3 clusters Score -2092647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2092648.000000 Penalty: 4845.558105
	Iteration 110Q: 3 clusters Score -2092648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2092651.000000 Penalty: 4845.558105
	Iteration 111Q: 3 clusters Score -2092651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2092651.000000 Penalty: 4845.558105
	Iteration 112Q: 3 clusters Score -2092651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2092654.625000 Penalty: 4845.558105
	Iteration 113Q: 3 clusters Score -2092655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2092654.250000 Penalty: 4845.558105
	Iteration 114Q: 3 clusters Score -2092654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2092656.500000 Penalty: 4845.558105
	Iteration 115Q: 3 clusters Score -2092656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2092659.000000 Penalty: 4845.558105
	Iteration 116Q: 3 clusters Score -2092659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2092659.250000 Penalty: 4845.558105
	Iteration 117Q: 3 clusters Score -2092659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2092657.625000 Penalty: 4845.558105
	Iteration 118Q: 3 clusters Score -2092658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2092663.500000 Penalty: 4845.558105
	Iteration 119Q: 3 clusters Score -2092664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2092659.000000 Penalty: 4845.558105
	Iteration 120F: 3 clusters Score -2092659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2092662.750000 Penalty: 4845.558105
	Iteration 121Q: 3 clusters Score -2092663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2092665.375000 Penalty: 4845.558105
	Iteration 122Q: 3 clusters Score -2092665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2092668.750000 Penalty: 4845.558105
	Iteration 123Q: 3 clusters Score -2092669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2092668.875000 Penalty: 4845.558105
	Iteration 124Q: 3 clusters Score -2092669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2092668.375000 Penalty: 4845.558105
	Iteration 125Q: 3 clusters Score -2092668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2092675.875000 Penalty: 4845.558105
	Iteration 126Q: 3 clusters Score -2092676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2092675.500000 Penalty: 4845.558105
	Iteration 127Q: 3 clusters Score -2092676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2092677.625000 Penalty: 4845.558105
	Iteration 128Q: 3 clusters Score -2092678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2092678.875000 Penalty: 4845.558105
	Iteration 129Q: 3 clusters Score -2092679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2092676.625000 Penalty: 4845.558105
	Iteration 130Q: 3 clusters Score -2092677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2092677.500000 Penalty: 4845.558105
	Iteration 131Q: 3 clusters Score -2092678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2092675.875000 Penalty: 4845.558105
	Iteration 132Q: 3 clusters Score -2092676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2092678.250000 Penalty: 4845.558105
	Iteration 133Q: 3 clusters Score -2092678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2092679.500000 Penalty: 4845.558105
	Iteration 134Q: 3 clusters Score -2092680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2092681.875000 Penalty: 4845.558105
	Iteration 135Q: 3 clusters Score -2092682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2092685.000000 Penalty: 4845.558105
	Iteration 136Q: 3 clusters Score -2092685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2092684.875000 Penalty: 4845.558105
	Iteration 137Q: 3 clusters Score -2092685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2092685.750000 Penalty: 4845.558105
	Iteration 138Q: 3 clusters Score -2092686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2092684.875000 Penalty: 4845.558105
	Iteration 139Q: 3 clusters Score -2092685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2092686.125000 Penalty: 4845.558105
	Iteration 140F: 3 clusters Score -2092686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2092688.000000 Penalty: 4845.558105
	Iteration 141Q: 3 clusters Score -2092688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2092685.625000 Penalty: 4845.558105
	Iteration 142Q: 3 clusters Score -2092686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2092683.125000 Penalty: 4845.558105
	Iteration 143Q: 3 clusters Score -2092683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2092683.125000 Penalty: 4845.558105
	Iteration 144F: 3 clusters Score -2092683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Entering Unmasked Estep 
Score: -383905.218750 Penalty: 2010.265991
	Iteration 0F: 2 clusters Score -383905.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -380417.750000 Penalty: 4020.531982
	Iteration 0F: 3 clusters Score -380417.8 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -381111.625000 Penalty: 4020.531982
	Iteration 1F: 3 clusters Score -381111.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -381279.375000 Penalty: 4020.531982
	Iteration 2F: 3 clusters Score -381279.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -381383.187500 Penalty: 4020.531982
	Iteration 3Q: 3 clusters Score -381383.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -381453.093750 Penalty: 4020.531982
	Iteration 4Q: 3 clusters Score -381453.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -381508.312500 Penalty: 4020.531982
	Iteration 5Q: 3 clusters Score -381508.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -381546.750000 Penalty: 4020.531982
	Iteration 6Q: 3 clusters Score -381546.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -381572.218750 Penalty: 4020.531982
	Iteration 7Q: 3 clusters Score -381572.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -381591.312500 Penalty: 4020.531982
	Iteration 8Q: 3 clusters Score -381591.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -381604.625000 Penalty: 4020.531982
	Iteration 9Q: 3 clusters Score -381604.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -381613.875000 Penalty: 4020.531982
	Iteration 10Q: 3 clusters Score -381613.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -381618.093750 Penalty: 4020.531982
	Iteration 11Q: 3 clusters Score -381618.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -381624.250000 Penalty: 4020.531982
	Iteration 12Q: 3 clusters Score -381624.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -381628.125000 Penalty: 4020.531982
	Iteration 13Q: 3 clusters Score -381628.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -381631.781250 Penalty: 4020.531982
	Iteration 14Q: 3 clusters Score -381631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -381632.750000 Penalty: 4020.531982
	Iteration 15Q: 3 clusters Score -381632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -381633.500000 Penalty: 4020.531982
	Iteration 16Q: 3 clusters Score -381633.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -381636.781250 Penalty: 4020.531982
	Iteration 17Q: 3 clusters Score -381636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -381639.937500 Penalty: 4020.531982
	Iteration 18Q: 3 clusters Score -381639.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -381642.312500 Penalty: 4020.531982
	Iteration 19Q: 3 clusters Score -381642.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -381645.500000 Penalty: 4020.531982
	Iteration 20F: 3 clusters Score -381645.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -381648.531250 Penalty: 4020.531982
	Iteration 21Q: 3 clusters Score -381648.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -381652.312500 Penalty: 4020.531982
	Iteration 22Q: 3 clusters Score -381652.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -381654.187500 Penalty: 4020.531982
	Iteration 23Q: 3 clusters Score -381654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -381655.656250 Penalty: 4020.531982
	Iteration 24Q: 3 clusters Score -381655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -381655.250000 Penalty: 4020.531982
	Iteration 25Q: 3 clusters Score -381655.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -381655.250000 Penalty: 4020.531982
	Iteration 26F: 3 clusters Score -381655.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Entering Unmasked Estep 
Score: -1544109.625000 Penalty: 2351.698242
	Iteration 0F: 2 clusters Score -1544110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1534444.750000 Penalty: 4703.396484
	Iteration 0F: 3 clusters Score -1534445 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1537505.625000 Penalty: 4703.396484
	Iteration 1F: 3 clusters Score -1537506 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1537861.375000 Penalty: 4703.396484
	Iteration 2F: 3 clusters Score -1537861 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1538141.875000 Penalty: 4703.396484
	Iteration 3Q: 3 clusters Score -1538142 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1538403.625000 Penalty: 4703.396484
	Iteration 4Q: 3 clusters Score -1538404 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1538646.625000 Penalty: 4703.396484
	Iteration 5Q: 3 clusters Score -1538647 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1538925.875000 Penalty: 4703.396484
	Iteration 6Q: 3 clusters Score -1538926 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1539207.375000 Penalty: 4703.396484
	Iteration 7Q: 3 clusters Score -1539207 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1539523.500000 Penalty: 4703.396484
	Iteration 8Q: 3 clusters Score -1539524 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1539908.000000 Penalty: 4703.396484
	Iteration 9Q: 3 clusters Score -1539908 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1540334.250000 Penalty: 4703.396484
	Iteration 10Q: 3 clusters Score -1540334 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1540760.000000 Penalty: 4703.396484
	Iteration 11Q: 3 clusters Score -1540760 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1541123.750000 Penalty: 4703.396484
	Iteration 12Q: 3 clusters Score -1541124 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1541403.250000 Penalty: 4703.396484
	Iteration 13Q: 3 clusters Score -1541403 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1541589.375000 Penalty: 4703.396484
	Iteration 14Q: 3 clusters Score -1541589 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1541731.750000 Penalty: 4703.396484
	Iteration 15Q: 3 clusters Score -1541732 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1541830.375000 Penalty: 4703.396484
	Iteration 16Q: 3 clusters Score -1541830 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1541897.750000 Penalty: 4703.396484
	Iteration 17Q: 3 clusters Score -1541898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1541938.500000 Penalty: 4703.396484
	Iteration 18Q: 3 clusters Score -1541938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1541972.875000 Penalty: 4703.396484
	Iteration 19Q: 3 clusters Score -1541973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1541988.500000 Penalty: 4703.396484
	Iteration 20F: 3 clusters Score -1541988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1542000.000000 Penalty: 4703.396484
	Iteration 21Q: 3 clusters Score -1542000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1542009.625000 Penalty: 4703.396484
	Iteration 22Q: 3 clusters Score -1542010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1542020.250000 Penalty: 4703.396484
	Iteration 23Q: 3 clusters Score -1542020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1542030.375000 Penalty: 4703.396484
	Iteration 24Q: 3 clusters Score -1542030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1542045.375000 Penalty: 4703.396484
	Iteration 25Q: 3 clusters Score -1542045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1542055.250000 Penalty: 4703.396484
	Iteration 26Q: 3 clusters Score -1542055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1542059.750000 Penalty: 4703.396484
	Iteration 27Q: 3 clusters Score -1542060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1542065.500000 Penalty: 4703.396484
	Iteration 28Q: 3 clusters Score -1542066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1542070.875000 Penalty: 4703.396484
	Iteration 29Q: 3 clusters Score -1542071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1542075.375000 Penalty: 4703.396484
	Iteration 30Q: 3 clusters Score -1542075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1542084.250000 Penalty: 4703.396484
	Iteration 31Q: 3 clusters Score -1542084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1542092.375000 Penalty: 4703.396484
	Iteration 32Q: 3 clusters Score -1542092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1542099.625000 Penalty: 4703.396484
	Iteration 33Q: 3 clusters Score -1542100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1542102.875000 Penalty: 4703.396484
	Iteration 34Q: 3 clusters Score -1542103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1542106.500000 Penalty: 4703.396484
	Iteration 35Q: 3 clusters Score -1542106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1542107.125000 Penalty: 4703.396484
	Iteration 36Q: 3 clusters Score -1542107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1542105.875000 Penalty: 4703.396484
	Iteration 37Q: 3 clusters Score -1542106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1542108.125000 Penalty: 4703.396484
	Iteration 38Q: 3 clusters Score -1542108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1542108.750000 Penalty: 4703.396484
	Iteration 39Q: 3 clusters Score -1542109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1542114.000000 Penalty: 4703.396484
	Iteration 40F: 3 clusters Score -1542114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1542121.875000 Penalty: 4703.396484
	Iteration 41Q: 3 clusters Score -1542122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1542131.250000 Penalty: 4703.396484
	Iteration 42Q: 3 clusters Score -1542131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1542141.625000 Penalty: 4703.396484
	Iteration 43Q: 3 clusters Score -1542142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1542144.125000 Penalty: 4703.396484
	Iteration 44Q: 3 clusters Score -1542144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1542146.000000 Penalty: 4703.396484
	Iteration 45Q: 3 clusters Score -1542146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1542148.500000 Penalty: 4703.396484
	Iteration 46Q: 3 clusters Score -1542148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1542149.500000 Penalty: 4703.396484
	Iteration 47Q: 3 clusters Score -1542150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1542151.750000 Penalty: 4703.396484
	Iteration 48Q: 3 clusters Score -1542152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1542151.625000 Penalty: 4703.396484
	Iteration 49Q: 3 clusters Score -1542152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1542154.500000 Penalty: 4703.396484
	Iteration 50Q: 3 clusters Score -1542154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1542156.750000 Penalty: 4703.396484
	Iteration 51Q: 3 clusters Score -1542157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1542160.125000 Penalty: 4703.396484
	Iteration 52Q: 3 clusters Score -1542160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1542158.250000 Penalty: 4703.396484
	Iteration 53Q: 3 clusters Score -1542158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1542159.500000 Penalty: 4703.396484
	Iteration 54Q: 3 clusters Score -1542160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1542159.500000 Penalty: 4703.396484
	Iteration 55Q: 3 clusters Score -1542160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1542161.125000 Penalty: 4703.396484
	Iteration 56Q: 3 clusters Score -1542161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1542158.875000 Penalty: 4703.396484
	Iteration 57Q: 3 clusters Score -1542159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1542158.875000 Penalty: 4703.396484
	Iteration 58F: 3 clusters Score -1542159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (148420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148420 members 
Entering Unmasked Estep 
Score: -17762692.000000 Penalty: 2953.134766
	Iteration 0F: 2 clusters Score -1.776269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -17663746.000000 Penalty: 5906.269531
	Iteration 0F: 3 clusters Score -1.766375e+07 nChanged 71095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77419 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -17705628.000000 Penalty: 5906.269531
	Iteration 1F: 3 clusters Score -1.770563e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79526 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
Score: -17706696.000000 Penalty: 5906.269531
	Iteration 2Q: 3 clusters Score -1.77067e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82692 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -17708076.000000 Penalty: 5906.269531
	Iteration 3Q: 3 clusters Score -1.770808e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 60988 members 
Entering Unmasked Estep 
Score: -17710436.000000 Penalty: 5906.269531
	Iteration 4Q: 3 clusters Score -1.771044e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94279 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -17714634.000000 Penalty: 5906.269531
	Iteration 5F: 3 clusters Score -1.771463e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103451 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -17721532.000000 Penalty: 5906.269531
	Iteration 6F: 3 clusters Score -1.772153e+07 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114416 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -17731218.000000 Penalty: 5906.269531
	Iteration 7F: 3 clusters Score -1.773122e+07 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125068 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -17741696.000000 Penalty: 5906.269531
	Iteration 8F: 3 clusters Score -1.77417e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133012 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -17749778.000000 Penalty: 5906.269531
	Iteration 9F: 3 clusters Score -1.774978e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137639 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -17754594.000000 Penalty: 5906.269531
	Iteration 10Q: 3 clusters Score -1.775459e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139977 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -17757058.000000 Penalty: 5906.269531
	Iteration 11Q: 3 clusters Score -1.775706e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141252 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -17758302.000000 Penalty: 5906.269531
	Iteration 12Q: 3 clusters Score -1.77583e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142089 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -17758980.000000 Penalty: 5906.269531
	Iteration 13Q: 3 clusters Score -1.775898e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142684 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -17759224.000000 Penalty: 5906.269531
	Iteration 14Q: 3 clusters Score -1.775922e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143169 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -17759592.000000 Penalty: 5906.269531
	Iteration 15Q: 3 clusters Score -1.775959e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143579 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -17759800.000000 Penalty: 5906.269531
	Iteration 16Q: 3 clusters Score -1.77598e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143886 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -17759916.000000 Penalty: 5906.269531
	Iteration 17Q: 3 clusters Score -1.775992e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144143 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -17760054.000000 Penalty: 5906.269531
	Iteration 18Q: 3 clusters Score -1.776005e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144363 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -17760186.000000 Penalty: 5906.269531
	Iteration 19Q: 3 clusters Score -1.776019e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144569 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -17760248.000000 Penalty: 5906.269531
	Iteration 20F: 3 clusters Score -1.776025e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144742 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -17760316.000000 Penalty: 5906.269531
	Iteration 21Q: 3 clusters Score -1.776032e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144882 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -17760372.000000 Penalty: 5906.269531
	Iteration 22Q: 3 clusters Score -1.776037e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144990 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -17760408.000000 Penalty: 5906.269531
	Iteration 23Q: 3 clusters Score -1.776041e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145079 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -17760436.000000 Penalty: 5906.269531
	Iteration 24Q: 3 clusters Score -1.776044e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145163 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -17760464.000000 Penalty: 5906.269531
	Iteration 25Q: 3 clusters Score -1.776046e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145245 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -17760492.000000 Penalty: 5906.269531
	Iteration 26Q: 3 clusters Score -1.776049e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145303 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -17760532.000000 Penalty: 5906.269531
	Iteration 27Q: 3 clusters Score -1.776053e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145352 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -17760548.000000 Penalty: 5906.269531
	Iteration 28Q: 3 clusters Score -1.776055e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145388 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -17760552.000000 Penalty: 5906.269531
	Iteration 29Q: 3 clusters Score -1.776055e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145427 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -17760568.000000 Penalty: 5906.269531
	Iteration 30Q: 3 clusters Score -1.776057e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145464 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -17760558.000000 Penalty: 5906.269531
	Iteration 31Q: 3 clusters Score -1.776056e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145494 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -17760578.000000 Penalty: 5906.269531
	Iteration 32Q: 3 clusters Score -1.776058e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145528 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -17760572.000000 Penalty: 5906.269531
	Iteration 33Q: 3 clusters Score -1.776057e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145552 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -17760582.000000 Penalty: 5906.269531
	Iteration 34Q: 3 clusters Score -1.776058e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145568 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -17760580.000000 Penalty: 5906.269531
	Iteration 35Q: 3 clusters Score -1.776058e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -17760576.000000 Penalty: 5906.269531
	Iteration 36Q: 3 clusters Score -1.776058e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145587 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -17760582.000000 Penalty: 5906.269531
	Iteration 37Q: 3 clusters Score -1.776058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145601 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -17760584.000000 Penalty: 5906.269531
	Iteration 38Q: 3 clusters Score -1.776058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145614 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -17760586.000000 Penalty: 5906.269531
	Iteration 39Q: 3 clusters Score -1.776059e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145620 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -17760584.000000 Penalty: 5906.269531
	Iteration 40F: 3 clusters Score -1.776058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145624 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -17760578.000000 Penalty: 5906.269531
	Iteration 41Q: 3 clusters Score -1.776058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145637 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -17760582.000000 Penalty: 5906.269531
	Iteration 42Q: 3 clusters Score -1.776058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145648 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -17760598.000000 Penalty: 5906.269531
	Iteration 43Q: 3 clusters Score -1.77606e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145659 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -17760602.000000 Penalty: 5906.269531
	Iteration 44Q: 3 clusters Score -1.77606e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145672 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -17760606.000000 Penalty: 5906.269531
	Iteration 45Q: 3 clusters Score -1.776061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145683 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -17760630.000000 Penalty: 5906.269531
	Iteration 46Q: 3 clusters Score -1.776063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145685 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -17760634.000000 Penalty: 5906.269531
	Iteration 47Q: 3 clusters Score -1.776063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145695 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -17760640.000000 Penalty: 5906.269531
	Iteration 48Q: 3 clusters Score -1.776064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145704 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -17760660.000000 Penalty: 5906.269531
	Iteration 49Q: 3 clusters Score -1.776066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145715 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -17760648.000000 Penalty: 5906.269531
	Iteration 50Q: 3 clusters Score -1.776065e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145727 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -17760664.000000 Penalty: 5906.269531
	Iteration 51Q: 3 clusters Score -1.776066e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145739 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -17760660.000000 Penalty: 5906.269531
	Iteration 52Q: 3 clusters Score -1.776066e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145756 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -17760660.000000 Penalty: 5906.269531
	Iteration 53Q: 3 clusters Score -1.776066e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145767 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -17760664.000000 Penalty: 5906.269531
	Iteration 54Q: 3 clusters Score -1.776066e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145770 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -17760666.000000 Penalty: 5906.269531
	Iteration 55Q: 3 clusters Score -1.776067e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145774 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -17760670.000000 Penalty: 5906.269531
	Iteration 56Q: 3 clusters Score -1.776067e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145780 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -17760678.000000 Penalty: 5906.269531
	Iteration 57Q: 3 clusters Score -1.776068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145785 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -17760688.000000 Penalty: 5906.269531
	Iteration 58Q: 3 clusters Score -1.776069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145793 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -17760698.000000 Penalty: 5906.269531
	Iteration 59Q: 3 clusters Score -1.77607e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145801 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -17760688.000000 Penalty: 5906.269531
	Iteration 60F: 3 clusters Score -1.776069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145808 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -17760696.000000 Penalty: 5906.269531
	Iteration 61Q: 3 clusters Score -1.77607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145818 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -17760710.000000 Penalty: 5906.269531
	Iteration 62Q: 3 clusters Score -1.776071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145824 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -17760696.000000 Penalty: 5906.269531
	Iteration 63Q: 3 clusters Score -1.77607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145829 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -17760688.000000 Penalty: 5906.269531
	Iteration 64Q: 3 clusters Score -1.776069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145830 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -17760694.000000 Penalty: 5906.269531
	Iteration 65Q: 3 clusters Score -1.776069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145833 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -17760690.000000 Penalty: 5906.269531
	Iteration 66Q: 3 clusters Score -1.776069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145837 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -17760696.000000 Penalty: 5906.269531
	Iteration 67Q: 3 clusters Score -1.77607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145842 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -17760696.000000 Penalty: 5906.269531
	Iteration 68Q: 3 clusters Score -1.77607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145847 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -17760698.000000 Penalty: 5906.269531
	Iteration 69Q: 3 clusters Score -1.77607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145853 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -17760704.000000 Penalty: 5906.269531
	Iteration 70Q: 3 clusters Score -1.77607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145857 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -17760702.000000 Penalty: 5906.269531
	Iteration 71Q: 3 clusters Score -1.77607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145854 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -17760702.000000 Penalty: 5906.269531
	Iteration 72Q: 3 clusters Score -1.77607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145859 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -17760676.000000 Penalty: 5906.269531
	Iteration 73Q: 3 clusters Score -1.776068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145865 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -17760684.000000 Penalty: 5906.269531
	Iteration 74Q: 3 clusters Score -1.776068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145871 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -17760684.000000 Penalty: 5906.269531
	Iteration 75Q: 3 clusters Score -1.776068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145872 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -17760684.000000 Penalty: 5906.269531
	Iteration 76Q: 3 clusters Score -1.776068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145875 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -17760682.000000 Penalty: 5906.269531
	Iteration 77Q: 3 clusters Score -1.776068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145873 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -17760656.000000 Penalty: 5906.269531
	Iteration 78Q: 3 clusters Score -1.776066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145876 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -17760676.000000 Penalty: 5906.269531
	Iteration 79Q: 3 clusters Score -1.776068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145878 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -17760694.000000 Penalty: 5906.269531
	Iteration 80F: 3 clusters Score -1.776069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145883 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -17760686.000000 Penalty: 5906.269531
	Iteration 81Q: 3 clusters Score -1.776069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145887 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -17760698.000000 Penalty: 5906.269531
	Iteration 82Q: 3 clusters Score -1.77607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145889 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -17760694.000000 Penalty: 5906.269531
	Iteration 83Q: 3 clusters Score -1.776069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145891 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -17760694.000000 Penalty: 5906.269531
	Iteration 84Q: 3 clusters Score -1.776069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145895 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -17760698.000000 Penalty: 5906.269531
	Iteration 85Q: 3 clusters Score -1.77607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145896 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -17760700.000000 Penalty: 5906.269531
	Iteration 86Q: 3 clusters Score -1.77607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145897 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -17760696.000000 Penalty: 5906.269531
	Iteration 87Q: 3 clusters Score -1.77607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145897 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -17760692.000000 Penalty: 5906.269531
	Iteration 88Q: 3 clusters Score -1.776069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145900 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -17760702.000000 Penalty: 5906.269531
	Iteration 89Q: 3 clusters Score -1.77607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145902 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -17760686.000000 Penalty: 5906.269531
	Iteration 90Q: 3 clusters Score -1.776069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145906 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -17760702.000000 Penalty: 5906.269531
	Iteration 91Q: 3 clusters Score -1.77607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145907 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -17760710.000000 Penalty: 5906.269531
	Iteration 92Q: 3 clusters Score -1.776071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145908 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -17760708.000000 Penalty: 5906.269531
	Iteration 93Q: 3 clusters Score -1.776071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145910 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -17760704.000000 Penalty: 5906.269531
	Iteration 94Q: 3 clusters Score -1.77607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145911 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -17760706.000000 Penalty: 5906.269531
	Iteration 95Q: 3 clusters Score -1.776071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145911 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -17760714.000000 Penalty: 5906.269531
	Iteration 96Q: 3 clusters Score -1.776071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145910 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -17760728.000000 Penalty: 5906.269531
	Iteration 97Q: 3 clusters Score -1.776073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145909 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -17760720.000000 Penalty: 5906.269531
	Iteration 98Q: 3 clusters Score -1.776072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145910 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -17760712.000000 Penalty: 5906.269531
	Iteration 99Q: 3 clusters Score -1.776071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145910 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -17760712.000000 Penalty: 5906.269531
	Iteration 100F: 3 clusters Score -1.776071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Entering Unmasked Estep 
Score: -4901182.000000 Penalty: 2643.210205
	Iteration 0F: 2 clusters Score -4901182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -4872530.500000 Penalty: 5286.420410
	Iteration 0F: 3 clusters Score -4872530 nChanged 19324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -4882851.000000 Penalty: 5286.420410
	Iteration 1F: 3 clusters Score -4882851 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4883380.000000 Penalty: 5286.420410
	Iteration 2Q: 3 clusters Score -4883380 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -4883914.000000 Penalty: 5286.420410
	Iteration 3Q: 3 clusters Score -4883914 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4884368.500000 Penalty: 5286.420410
	Iteration 4Q: 3 clusters Score -4884368 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -4884891.000000 Penalty: 5286.420410
	Iteration 5Q: 3 clusters Score -4884891 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4885387.500000 Penalty: 5286.420410
	Iteration 6Q: 3 clusters Score -4885388 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4885832.500000 Penalty: 5286.420410
	Iteration 7Q: 3 clusters Score -4885832 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -4886284.000000 Penalty: 5286.420410
	Iteration 8Q: 3 clusters Score -4886284 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -4886732.000000 Penalty: 5286.420410
	Iteration 9Q: 3 clusters Score -4886732 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4887305.500000 Penalty: 5286.420410
	Iteration 10Q: 3 clusters Score -4887306 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4887951.000000 Penalty: 5286.420410
	Iteration 11Q: 3 clusters Score -4887951 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -4888663.000000 Penalty: 5286.420410
	Iteration 12Q: 3 clusters Score -4888663 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -4889541.500000 Penalty: 5286.420410
	Iteration 13Q: 3 clusters Score -4889542 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4890404.500000 Penalty: 5286.420410
	Iteration 14Q: 3 clusters Score -4890404 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -4891164.000000 Penalty: 5286.420410
	Iteration 15Q: 3 clusters Score -4891164 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -4891748.000000 Penalty: 5286.420410
	Iteration 16Q: 3 clusters Score -4891748 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -4892070.000000 Penalty: 5286.420410
	Iteration 17Q: 3 clusters Score -4892070 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4892261.000000 Penalty: 5286.420410
	Iteration 18Q: 3 clusters Score -4892261 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4892387.000000 Penalty: 5286.420410
	Iteration 19Q: 3 clusters Score -4892387 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4892447.000000 Penalty: 5286.420410
	Iteration 20F: 3 clusters Score -4892447 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -4892483.500000 Penalty: 5286.420410
	Iteration 21Q: 3 clusters Score -4892484 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -4892530.000000 Penalty: 5286.420410
	Iteration 22Q: 3 clusters Score -4892530 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -4892566.500000 Penalty: 5286.420410
	Iteration 23Q: 3 clusters Score -4892566 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -4892583.500000 Penalty: 5286.420410
	Iteration 24Q: 3 clusters Score -4892584 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4892589.500000 Penalty: 5286.420410
	Iteration 25Q: 3 clusters Score -4892590 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -4892627.500000 Penalty: 5286.420410
	Iteration 26Q: 3 clusters Score -4892628 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4892640.000000 Penalty: 5286.420410
	Iteration 27Q: 3 clusters Score -4892640 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -4892657.500000 Penalty: 5286.420410
	Iteration 28Q: 3 clusters Score -4892658 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4892657.000000 Penalty: 5286.420410
	Iteration 29Q: 3 clusters Score -4892657 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4892682.500000 Penalty: 5286.420410
	Iteration 30Q: 3 clusters Score -4892682 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -4892725.000000 Penalty: 5286.420410
	Iteration 31Q: 3 clusters Score -4892725 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4892759.500000 Penalty: 5286.420410
	Iteration 32Q: 3 clusters Score -4892760 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -4892798.000000 Penalty: 5286.420410
	Iteration 33Q: 3 clusters Score -4892798 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4892840.000000 Penalty: 5286.420410
	Iteration 34Q: 3 clusters Score -4892840 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -4892886.000000 Penalty: 5286.420410
	Iteration 35Q: 3 clusters Score -4892886 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -4892922.500000 Penalty: 5286.420410
	Iteration 36Q: 3 clusters Score -4892922 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4892995.000000 Penalty: 5286.420410
	Iteration 37Q: 3 clusters Score -4892995 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4893074.000000 Penalty: 5286.420410
	Iteration 38Q: 3 clusters Score -4893074 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4893122.500000 Penalty: 5286.420410
	Iteration 39Q: 3 clusters Score -4893122 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -4893231.000000 Penalty: 5286.420410
	Iteration 40F: 3 clusters Score -4893231 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4893306.500000 Penalty: 5286.420410
	Iteration 41Q: 3 clusters Score -4893306 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -4893361.000000 Penalty: 5286.420410
	Iteration 42Q: 3 clusters Score -4893361 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -4893455.500000 Penalty: 5286.420410
	Iteration 43Q: 3 clusters Score -4893456 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -4893569.500000 Penalty: 5286.420410
	Iteration 44Q: 3 clusters Score -4893570 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -4893691.500000 Penalty: 5286.420410
	Iteration 45Q: 3 clusters Score -4893692 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -4893828.000000 Penalty: 5286.420410
	Iteration 46Q: 3 clusters Score -4893828 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -4893984.500000 Penalty: 5286.420410
	Iteration 47Q: 3 clusters Score -4893984 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -4894207.500000 Penalty: 5286.420410
	Iteration 48Q: 3 clusters Score -4894208 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -4894429.500000 Penalty: 5286.420410
	Iteration 49Q: 3 clusters Score -4894430 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -4894694.000000 Penalty: 5286.420410
	Iteration 50Q: 3 clusters Score -4894694 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -4894983.500000 Penalty: 5286.420410
	Iteration 51Q: 3 clusters Score -4894984 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -4895321.000000 Penalty: 5286.420410
	Iteration 52Q: 3 clusters Score -4895321 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -4895664.500000 Penalty: 5286.420410
	Iteration 53Q: 3 clusters Score -4895664 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -4896001.500000 Penalty: 5286.420410
	Iteration 54Q: 3 clusters Score -4896002 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -4896408.000000 Penalty: 5286.420410
	Iteration 55Q: 3 clusters Score -4896408 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -4896745.500000 Penalty: 5286.420410
	Iteration 56Q: 3 clusters Score -4896746 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -4897002.500000 Penalty: 5286.420410
	Iteration 57Q: 3 clusters Score -4897002 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -4897257.000000 Penalty: 5286.420410
	Iteration 58Q: 3 clusters Score -4897257 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -4897471.500000 Penalty: 5286.420410
	Iteration 59Q: 3 clusters Score -4897472 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4897712.000000 Penalty: 5286.420410
	Iteration 60F: 3 clusters Score -4897712 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4897908.500000 Penalty: 5286.420410
	Iteration 61Q: 3 clusters Score -4897908 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4898076.500000 Penalty: 5286.420410
	Iteration 62Q: 3 clusters Score -4898076 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4898252.000000 Penalty: 5286.420410
	Iteration 63Q: 3 clusters Score -4898252 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4898347.500000 Penalty: 5286.420410
	Iteration 64Q: 3 clusters Score -4898348 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4898458.000000 Penalty: 5286.420410
	Iteration 65Q: 3 clusters Score -4898458 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4898566.000000 Penalty: 5286.420410
	Iteration 66Q: 3 clusters Score -4898566 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4898639.500000 Penalty: 5286.420410
	Iteration 67Q: 3 clusters Score -4898640 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4898702.000000 Penalty: 5286.420410
	Iteration 68Q: 3 clusters Score -4898702 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4898732.000000 Penalty: 5286.420410
	Iteration 69Q: 3 clusters Score -4898732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4898779.500000 Penalty: 5286.420410
	Iteration 70Q: 3 clusters Score -4898780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4898806.000000 Penalty: 5286.420410
	Iteration 71Q: 3 clusters Score -4898806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4898836.000000 Penalty: 5286.420410
	Iteration 72Q: 3 clusters Score -4898836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4898872.500000 Penalty: 5286.420410
	Iteration 73Q: 3 clusters Score -4898872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4898893.500000 Penalty: 5286.420410
	Iteration 74Q: 3 clusters Score -4898894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4898912.000000 Penalty: 5286.420410
	Iteration 75Q: 3 clusters Score -4898912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4898927.000000 Penalty: 5286.420410
	Iteration 76Q: 3 clusters Score -4898927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4898937.500000 Penalty: 5286.420410
	Iteration 77Q: 3 clusters Score -4898938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4898949.500000 Penalty: 5286.420410
	Iteration 78Q: 3 clusters Score -4898950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4898969.500000 Penalty: 5286.420410
	Iteration 79Q: 3 clusters Score -4898970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4898985.000000 Penalty: 5286.420410
	Iteration 80F: 3 clusters Score -4898985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4899004.000000 Penalty: 5286.420410
	Iteration 81Q: 3 clusters Score -4899004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4899018.000000 Penalty: 5286.420410
	Iteration 82Q: 3 clusters Score -4899018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4899024.500000 Penalty: 5286.420410
	Iteration 83Q: 3 clusters Score -4899024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4899038.500000 Penalty: 5286.420410
	Iteration 84Q: 3 clusters Score -4899038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4899055.000000 Penalty: 5286.420410
	Iteration 85Q: 3 clusters Score -4899055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4899051.000000 Penalty: 5286.420410
	Iteration 86Q: 3 clusters Score -4899051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4899056.500000 Penalty: 5286.420410
	Iteration 87Q: 3 clusters Score -4899056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4899056.000000 Penalty: 5286.420410
	Iteration 88Q: 3 clusters Score -4899056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4899057.500000 Penalty: 5286.420410
	Iteration 89Q: 3 clusters Score -4899058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4899056.500000 Penalty: 5286.420410
	Iteration 90Q: 3 clusters Score -4899056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4899049.000000 Penalty: 5286.420410
	Iteration 91Q: 3 clusters Score -4899049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4899049.000000 Penalty: 5286.420410
	Iteration 92Q: 3 clusters Score -4899049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4899052.500000 Penalty: 5286.420410
	Iteration 93Q: 3 clusters Score -4899052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4899057.000000 Penalty: 5286.420410
	Iteration 94Q: 3 clusters Score -4899057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4899060.500000 Penalty: 5286.420410
	Iteration 95Q: 3 clusters Score -4899060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4899057.000000 Penalty: 5286.420410
	Iteration 96Q: 3 clusters Score -4899057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4899061.500000 Penalty: 5286.420410
	Iteration 97Q: 3 clusters Score -4899062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4899061.000000 Penalty: 5286.420410
	Iteration 98Q: 3 clusters Score -4899061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4899063.500000 Penalty: 5286.420410
	Iteration 99Q: 3 clusters Score -4899064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4899064.500000 Penalty: 5286.420410
	Iteration 100F: 3 clusters Score -4899064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4899069.500000 Penalty: 5286.420410
	Iteration 101Q: 3 clusters Score -4899070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4899069.500000 Penalty: 5286.420410
	Iteration 102Q: 3 clusters Score -4899070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4899066.500000 Penalty: 5286.420410
	Iteration 103Q: 3 clusters Score -4899066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4899065.000000 Penalty: 5286.420410
	Iteration 104Q: 3 clusters Score -4899065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4899065.000000 Penalty: 5286.420410
	Iteration 105Q: 3 clusters Score -4899065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4899066.000000 Penalty: 5286.420410
	Iteration 106Q: 3 clusters Score -4899066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4899068.500000 Penalty: 5286.420410
	Iteration 107Q: 3 clusters Score -4899068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4899068.500000 Penalty: 5286.420410
	Iteration 108F: 3 clusters Score -4899068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Entering Unmasked Estep 
Score: -4688814.500000 Penalty: 2621.927979
	Iteration 0F: 2 clusters Score -4688814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -4662310.500000 Penalty: 5243.855957
	Iteration 0F: 3 clusters Score -4662310 nChanged 17853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4672156.000000 Penalty: 5243.855957
	Iteration 1F: 3 clusters Score -4672156 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -4672713.500000 Penalty: 5243.855957
	Iteration 2Q: 3 clusters Score -4672714 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4673273.000000 Penalty: 5243.855957
	Iteration 3Q: 3 clusters Score -4673273 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -4674128.000000 Penalty: 5243.855957
	Iteration 4Q: 3 clusters Score -4674128 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -4675246.000000 Penalty: 5243.855957
	Iteration 5F: 3 clusters Score -4675246 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -4676838.500000 Penalty: 5243.855957
	Iteration 6F: 3 clusters Score -4676838 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -4679005.000000 Penalty: 5243.855957
	Iteration 7F: 3 clusters Score -4679005 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -4681345.500000 Penalty: 5243.855957
	Iteration 8F: 3 clusters Score -4681346 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -4683509.500000 Penalty: 5243.855957
	Iteration 9F: 3 clusters Score -4683510 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4684933.000000 Penalty: 5243.855957
	Iteration 10Q: 3 clusters Score -4684933 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -4685768.000000 Penalty: 5243.855957
	Iteration 11Q: 3 clusters Score -4685768 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4686229.500000 Penalty: 5243.855957
	Iteration 12Q: 3 clusters Score -4686230 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4686420.000000 Penalty: 5243.855957
	Iteration 13Q: 3 clusters Score -4686420 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4686527.000000 Penalty: 5243.855957
	Iteration 14Q: 3 clusters Score -4686527 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4686584.500000 Penalty: 5243.855957
	Iteration 15Q: 3 clusters Score -4686584 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4686636.000000 Penalty: 5243.855957
	Iteration 16Q: 3 clusters Score -4686636 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4686664.500000 Penalty: 5243.855957
	Iteration 17Q: 3 clusters Score -4686664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4686685.000000 Penalty: 5243.855957
	Iteration 18Q: 3 clusters Score -4686685 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4686703.500000 Penalty: 5243.855957
	Iteration 19Q: 3 clusters Score -4686704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4686732.500000 Penalty: 5243.855957
	Iteration 20F: 3 clusters Score -4686732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4686741.500000 Penalty: 5243.855957
	Iteration 21Q: 3 clusters Score -4686742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4686749.500000 Penalty: 5243.855957
	Iteration 22Q: 3 clusters Score -4686750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4686756.000000 Penalty: 5243.855957
	Iteration 23Q: 3 clusters Score -4686756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4686778.000000 Penalty: 5243.855957
	Iteration 24Q: 3 clusters Score -4686778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4686783.000000 Penalty: 5243.855957
	Iteration 25Q: 3 clusters Score -4686783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4686779.500000 Penalty: 5243.855957
	Iteration 26Q: 3 clusters Score -4686780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4686774.000000 Penalty: 5243.855957
	Iteration 27Q: 3 clusters Score -4686774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4686779.500000 Penalty: 5243.855957
	Iteration 28Q: 3 clusters Score -4686780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4686779.000000 Penalty: 5243.855957
	Iteration 29Q: 3 clusters Score -4686779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4686780.000000 Penalty: 5243.855957
	Iteration 30Q: 3 clusters Score -4686780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4686781.000000 Penalty: 5243.855957
	Iteration 31Q: 3 clusters Score -4686781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4686784.000000 Penalty: 5243.855957
	Iteration 32Q: 3 clusters Score -4686784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4686788.500000 Penalty: 5243.855957
	Iteration 33Q: 3 clusters Score -4686788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4686787.000000 Penalty: 5243.855957
	Iteration 34Q: 3 clusters Score -4686787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4686787.000000 Penalty: 5243.855957
	Iteration 35F: 3 clusters Score -4686787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Entering Unmasked Estep 
Score: -2856087.500000 Penalty: 2505.532227
	Iteration 0F: 2 clusters Score -2856088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2839276.250000 Penalty: 5011.064453
	Iteration 0F: 3 clusters Score -2839276 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2845232.000000 Penalty: 5011.064453
	Iteration 1F: 3 clusters Score -2845232 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2845835.500000 Penalty: 5011.064453
	Iteration 2F: 3 clusters Score -2845836 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2846450.000000 Penalty: 5011.064453
	Iteration 3F: 3 clusters Score -2846450 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2847130.250000 Penalty: 5011.064453
	Iteration 4F: 3 clusters Score -2847130 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2848146.000000 Penalty: 5011.064453
	Iteration 5F: 3 clusters Score -2848146 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2849492.500000 Penalty: 5011.064453
	Iteration 6F: 3 clusters Score -2849492 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2850936.750000 Penalty: 5011.064453
	Iteration 7F: 3 clusters Score -2850937 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2851971.250000 Penalty: 5011.064453
	Iteration 8F: 3 clusters Score -2851971 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2852627.000000 Penalty: 5011.064453
	Iteration 9Q: 3 clusters Score -2852627 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2853101.250000 Penalty: 5011.064453
	Iteration 10Q: 3 clusters Score -2853101 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2853470.000000 Penalty: 5011.064453
	Iteration 11Q: 3 clusters Score -2853470 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2853838.500000 Penalty: 5011.064453
	Iteration 12Q: 3 clusters Score -2853838 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2854267.500000 Penalty: 5011.064453
	Iteration 13Q: 3 clusters Score -2854268 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2854701.250000 Penalty: 5011.064453
	Iteration 14Q: 3 clusters Score -2854701 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2855041.000000 Penalty: 5011.064453
	Iteration 15Q: 3 clusters Score -2855041 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2855336.000000 Penalty: 5011.064453
	Iteration 16Q: 3 clusters Score -2855336 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2855579.000000 Penalty: 5011.064453
	Iteration 17Q: 3 clusters Score -2855579 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2855766.250000 Penalty: 5011.064453
	Iteration 18Q: 3 clusters Score -2855766 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2855925.750000 Penalty: 5011.064453
	Iteration 19Q: 3 clusters Score -2855926 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2856051.250000 Penalty: 5011.064453
	Iteration 20F: 3 clusters Score -2856051 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2856128.500000 Penalty: 5011.064453
	Iteration 21Q: 3 clusters Score -2856128 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2856174.500000 Penalty: 5011.064453
	Iteration 22Q: 3 clusters Score -2856174 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2856192.000000 Penalty: 5011.064453
	Iteration 23Q: 3 clusters Score -2856192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2856212.250000 Penalty: 5011.064453
	Iteration 24Q: 3 clusters Score -2856212 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2856221.000000 Penalty: 5011.064453
	Iteration 25Q: 3 clusters Score -2856221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2856228.500000 Penalty: 5011.064453
	Iteration 26Q: 3 clusters Score -2856228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2856238.500000 Penalty: 5011.064453
	Iteration 27Q: 3 clusters Score -2856238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2856245.250000 Penalty: 5011.064453
	Iteration 28Q: 3 clusters Score -2856245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2856251.250000 Penalty: 5011.064453
	Iteration 29Q: 3 clusters Score -2856251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2856246.750000 Penalty: 5011.064453
	Iteration 30Q: 3 clusters Score -2856247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2856251.000000 Penalty: 5011.064453
	Iteration 31Q: 3 clusters Score -2856251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2856252.500000 Penalty: 5011.064453
	Iteration 32Q: 3 clusters Score -2856252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2856254.750000 Penalty: 5011.064453
	Iteration 33Q: 3 clusters Score -2856255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2856253.000000 Penalty: 5011.064453
	Iteration 34Q: 3 clusters Score -2856253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2856256.000000 Penalty: 5011.064453
	Iteration 35Q: 3 clusters Score -2856256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2856256.000000 Penalty: 5011.064453
	Iteration 36Q: 3 clusters Score -2856256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2856256.000000 Penalty: 5011.064453
	Iteration 37F: 3 clusters Score -2856256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 35768 members 
Mstep: Class 3 contains 12578 members 
Mstep: Class 4 contains 96083 members 
Mstep: Class 5 contains 18197 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17488 members 
Mstep: Class 8 contains 3314 members 
Mstep: Class 9 contains 13130 members 
Mstep: Class 10 contains 148420 members 
Mstep: Class 11 contains 42536 members 
Mstep: Class 12 contains 39038 members 
Mstep: Class 13 contains 6058 members 
Mstep: Class 14 contains 34777 members 
Mstep: Class 15 contains 189370 members 
Mstep: Class 16 contains 60581 members 
Mstep: Class 17 contains 199533 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151486 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160551 members 
Mstep: Class 24 contains 20494 members 
Mstep: Class 25 contains 17501 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9066 members 
Mstep: Class 29 contains 18357 members 
Entering Unmasked Estep 
Score: -156054640.000000 Penalty: 101497.804688
Splitting cluster 13 changes total score from -156055296.000000 to -156054640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (34777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Entering Unmasked Estep 
Score: -4134759.750000 Penalty: 2593.264404
	Iteration 0F: 2 clusters Score -4134760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -4111066.250000 Penalty: 5186.528809
	Iteration 0F: 3 clusters Score -4111066 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -4119571.250000 Penalty: 5186.528809
	Iteration 1F: 3 clusters Score -4119571 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -4120270.750000 Penalty: 5186.528809
	Iteration 2F: 3 clusters Score -4120271 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -4121062.750000 Penalty: 5186.528809
	Iteration 3F: 3 clusters Score -4121063 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -4122093.750000 Penalty: 5186.528809
	Iteration 4F: 3 clusters Score -4122094 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -4123582.250000 Penalty: 5186.528809
	Iteration 5F: 3 clusters Score -4123582 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -4125410.250000 Penalty: 5186.528809
	Iteration 6F: 3 clusters Score -4125410 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -4127465.750000 Penalty: 5186.528809
	Iteration 7F: 3 clusters Score -4127466 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -4129347.500000 Penalty: 5186.528809
	Iteration 8F: 3 clusters Score -4129348 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -4130692.250000 Penalty: 5186.528809
	Iteration 9Q: 3 clusters Score -4130692 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -4131547.250000 Penalty: 5186.528809
	Iteration 10Q: 3 clusters Score -4131547 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -4132021.750000 Penalty: 5186.528809
	Iteration 11Q: 3 clusters Score -4132022 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -4132245.250000 Penalty: 5186.528809
	Iteration 12Q: 3 clusters Score -4132245 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4132388.500000 Penalty: 5186.528809
	Iteration 13Q: 3 clusters Score -4132388 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -4132480.500000 Penalty: 5186.528809
	Iteration 14Q: 3 clusters Score -4132480 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -4132550.500000 Penalty: 5186.528809
	Iteration 15Q: 3 clusters Score -4132550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4132589.250000 Penalty: 5186.528809
	Iteration 16Q: 3 clusters Score -4132589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -4132612.000000 Penalty: 5186.528809
	Iteration 17Q: 3 clusters Score -4132612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -4132630.500000 Penalty: 5186.528809
	Iteration 18Q: 3 clusters Score -4132630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -4132640.500000 Penalty: 5186.528809
	Iteration 19Q: 3 clusters Score -4132640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4132647.000000 Penalty: 5186.528809
	Iteration 20F: 3 clusters Score -4132647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -4132657.000000 Penalty: 5186.528809
	Iteration 21Q: 3 clusters Score -4132657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4132669.250000 Penalty: 5186.528809
	Iteration 22Q: 3 clusters Score -4132669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4132676.500000 Penalty: 5186.528809
	Iteration 23Q: 3 clusters Score -4132676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4132684.000000 Penalty: 5186.528809
	Iteration 24Q: 3 clusters Score -4132684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4132684.750000 Penalty: 5186.528809
	Iteration 25Q: 3 clusters Score -4132685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4132691.500000 Penalty: 5186.528809
	Iteration 26Q: 3 clusters Score -4132692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4132689.750000 Penalty: 5186.528809
	Iteration 27Q: 3 clusters Score -4132690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -4132690.000000 Penalty: 5186.528809
	Iteration 28Q: 3 clusters Score -4132690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4132696.500000 Penalty: 5186.528809
	Iteration 29Q: 3 clusters Score -4132696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4132698.500000 Penalty: 5186.528809
	Iteration 30Q: 3 clusters Score -4132698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4132700.250000 Penalty: 5186.528809
	Iteration 31Q: 3 clusters Score -4132700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4132700.750000 Penalty: 5186.528809
	Iteration 32Q: 3 clusters Score -4132701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4132701.750000 Penalty: 5186.528809
	Iteration 33Q: 3 clusters Score -4132702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4132701.750000 Penalty: 5186.528809
	Iteration 34F: 3 clusters Score -4132702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (189370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189370 members 
Entering Unmasked Estep 
Score: -22578366.000000 Penalty: 3013.561523
	Iteration 0F: 2 clusters Score -2.257837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -22463656.000000 Penalty: 6027.123047
	Iteration 0F: 3 clusters Score -2.246366e+07 nChanged 91285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92340 members 
Mstep: Class 2 contains 97030 members 
Entering Unmasked Estep 
Score: -22517492.000000 Penalty: 6027.123047
	Iteration 1F: 3 clusters Score -2.251749e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90262 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -22518790.000000 Penalty: 6027.123047
	Iteration 2Q: 3 clusters Score -2.251879e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86834 members 
Mstep: Class 2 contains 102536 members 
Entering Unmasked Estep 
Score: -22520926.000000 Penalty: 6027.123047
	Iteration 3Q: 3 clusters Score -2.252093e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Mstep: Class 2 contains 107840 members 
Entering Unmasked Estep 
Score: -22524018.000000 Penalty: 6027.123047
	Iteration 4Q: 3 clusters Score -2.252402e+07 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -22529562.000000 Penalty: 6027.123047
	Iteration 5F: 3 clusters Score -2.252956e+07 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 126470 members 
Entering Unmasked Estep 
Score: -22538158.000000 Penalty: 6027.123047
	Iteration 6F: 3 clusters Score -2.253816e+07 nChanged 15052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 139500 members 
Entering Unmasked Estep 
Score: -22549686.000000 Penalty: 6027.123047
	Iteration 7F: 3 clusters Score -2.254969e+07 nChanged 14778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 152860 members 
Entering Unmasked Estep 
Score: -22561630.000000 Penalty: 6027.123047
	Iteration 8F: 3 clusters Score -2.256163e+07 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 164613 members 
Entering Unmasked Estep 
Score: -22569852.000000 Penalty: 6027.123047
	Iteration 9F: 3 clusters Score -2.256985e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 172898 members 
Entering Unmasked Estep 
Score: -22573916.000000 Penalty: 6027.123047
	Iteration 10Q: 3 clusters Score -2.257392e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 178004 members 
Entering Unmasked Estep 
Score: -22575760.000000 Penalty: 6027.123047
	Iteration 11Q: 3 clusters Score -2.257576e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 181043 members 
Entering Unmasked Estep 
Score: -22576398.000000 Penalty: 6027.123047
	Iteration 12Q: 3 clusters Score -2.25764e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 182826 members 
Entering Unmasked Estep 
Score: -22576778.000000 Penalty: 6027.123047
	Iteration 13Q: 3 clusters Score -2.257678e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 183894 members 
Entering Unmasked Estep 
Score: -22577068.000000 Penalty: 6027.123047
	Iteration 14Q: 3 clusters Score -2.257707e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 184486 members 
Entering Unmasked Estep 
Score: -22577248.000000 Penalty: 6027.123047
	Iteration 15Q: 3 clusters Score -2.257725e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 184847 members 
Entering Unmasked Estep 
Score: -22577410.000000 Penalty: 6027.123047
	Iteration 16Q: 3 clusters Score -2.257741e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 185087 members 
Entering Unmasked Estep 
Score: -22577518.000000 Penalty: 6027.123047
	Iteration 17Q: 3 clusters Score -2.257752e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 185273 members 
Entering Unmasked Estep 
Score: -22577502.000000 Penalty: 6027.123047
	Iteration 18Q: 3 clusters Score -2.25775e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 185422 members 
Entering Unmasked Estep 
Score: -22577550.000000 Penalty: 6027.123047
	Iteration 19Q: 3 clusters Score -2.257755e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 185538 members 
Entering Unmasked Estep 
Score: -22577546.000000 Penalty: 6027.123047
	Iteration 20F: 3 clusters Score -2.257755e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 185644 members 
Entering Unmasked Estep 
Score: -22577574.000000 Penalty: 6027.123047
	Iteration 21Q: 3 clusters Score -2.257757e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 185732 members 
Entering Unmasked Estep 
Score: -22577552.000000 Penalty: 6027.123047
	Iteration 22Q: 3 clusters Score -2.257755e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 185798 members 
Entering Unmasked Estep 
Score: -22577578.000000 Penalty: 6027.123047
	Iteration 23Q: 3 clusters Score -2.257758e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 185857 members 
Entering Unmasked Estep 
Score: -22577582.000000 Penalty: 6027.123047
	Iteration 24Q: 3 clusters Score -2.257758e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 185903 members 
Entering Unmasked Estep 
Score: -22577558.000000 Penalty: 6027.123047
	Iteration 25Q: 3 clusters Score -2.257756e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 185948 members 
Entering Unmasked Estep 
Score: -22577568.000000 Penalty: 6027.123047
	Iteration 26Q: 3 clusters Score -2.257757e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 185994 members 
Entering Unmasked Estep 
Score: -22577538.000000 Penalty: 6027.123047
	Iteration 27Q: 3 clusters Score -2.257754e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 186037 members 
Entering Unmasked Estep 
Score: -22577576.000000 Penalty: 6027.123047
	Iteration 28Q: 3 clusters Score -2.257758e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 186074 members 
Entering Unmasked Estep 
Score: -22577590.000000 Penalty: 6027.123047
	Iteration 29Q: 3 clusters Score -2.257759e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 186109 members 
Entering Unmasked Estep 
Score: -22577626.000000 Penalty: 6027.123047
	Iteration 30Q: 3 clusters Score -2.257763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 186125 members 
Entering Unmasked Estep 
Score: -22577620.000000 Penalty: 6027.123047
	Iteration 31Q: 3 clusters Score -2.257762e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 186156 members 
Entering Unmasked Estep 
Score: -22577596.000000 Penalty: 6027.123047
	Iteration 32Q: 3 clusters Score -2.25776e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 186182 members 
Entering Unmasked Estep 
Score: -22577594.000000 Penalty: 6027.123047
	Iteration 33Q: 3 clusters Score -2.257759e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 186205 members 
Entering Unmasked Estep 
Score: -22577588.000000 Penalty: 6027.123047
	Iteration 34Q: 3 clusters Score -2.257759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 186218 members 
Entering Unmasked Estep 
Score: -22577572.000000 Penalty: 6027.123047
	Iteration 35Q: 3 clusters Score -2.257757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 186226 members 
Entering Unmasked Estep 
Score: -22577570.000000 Penalty: 6027.123047
	Iteration 36Q: 3 clusters Score -2.257757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 186233 members 
Entering Unmasked Estep 
Score: -22577556.000000 Penalty: 6027.123047
	Iteration 37Q: 3 clusters Score -2.257756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 186240 members 
Entering Unmasked Estep 
Score: -22577556.000000 Penalty: 6027.123047
	Iteration 38Q: 3 clusters Score -2.257756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 186245 members 
Entering Unmasked Estep 
Score: -22577556.000000 Penalty: 6027.123047
	Iteration 39Q: 3 clusters Score -2.257756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 186247 members 
Entering Unmasked Estep 
Score: -22577554.000000 Penalty: 6027.123047
	Iteration 40F: 3 clusters Score -2.257755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 186248 members 
Entering Unmasked Estep 
Score: -22577554.000000 Penalty: 6027.123047
	Iteration 41Q: 3 clusters Score -2.257755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 186251 members 
Entering Unmasked Estep 
Score: -22577554.000000 Penalty: 6027.123047
	Iteration 42Q: 3 clusters Score -2.257755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 186253 members 
Entering Unmasked Estep 
Score: -22577560.000000 Penalty: 6027.123047
	Iteration 43Q: 3 clusters Score -2.257756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 186253 members 
Entering Unmasked Estep 
Score: -22577560.000000 Penalty: 6027.123047
	Iteration 44F: 3 clusters Score -2.257756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Entering Unmasked Estep 
Score: -7191002.000000 Penalty: 2730.910645
	Iteration 0F: 2 clusters Score -7191002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -7150409.000000 Penalty: 5461.821289
	Iteration 0F: 3 clusters Score -7150409 nChanged 28233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -7166313.500000 Penalty: 5461.821289
	Iteration 1F: 3 clusters Score -7166314 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -7167250.500000 Penalty: 5461.821289
	Iteration 2Q: 3 clusters Score -7167250 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -7168466.500000 Penalty: 5461.821289
	Iteration 3Q: 3 clusters Score -7168466 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -7170086.000000 Penalty: 5461.821289
	Iteration 4Q: 3 clusters Score -7170086 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -7171909.000000 Penalty: 5461.821289
	Iteration 5F: 3 clusters Score -7171909 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -7173836.000000 Penalty: 5461.821289
	Iteration 6F: 3 clusters Score -7173836 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -7175711.500000 Penalty: 5461.821289
	Iteration 7F: 3 clusters Score -7175712 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -7177362.000000 Penalty: 5461.821289
	Iteration 8F: 3 clusters Score -7177362 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -7178805.500000 Penalty: 5461.821289
	Iteration 9Q: 3 clusters Score -7178806 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -7180155.500000 Penalty: 5461.821289
	Iteration 10Q: 3 clusters Score -7180156 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -7181208.000000 Penalty: 5461.821289
	Iteration 11Q: 3 clusters Score -7181208 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -7182118.500000 Penalty: 5461.821289
	Iteration 12Q: 3 clusters Score -7182118 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -7182876.500000 Penalty: 5461.821289
	Iteration 13Q: 3 clusters Score -7182876 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -7183481.000000 Penalty: 5461.821289
	Iteration 14Q: 3 clusters Score -7183481 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -7184115.500000 Penalty: 5461.821289
	Iteration 15Q: 3 clusters Score -7184116 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -7184768.000000 Penalty: 5461.821289
	Iteration 16Q: 3 clusters Score -7184768 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -7185565.000000 Penalty: 5461.821289
	Iteration 17Q: 3 clusters Score -7185565 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -7186525.000000 Penalty: 5461.821289
	Iteration 18Q: 3 clusters Score -7186525 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -7187471.500000 Penalty: 5461.821289
	Iteration 19Q: 3 clusters Score -7187472 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -7188412.000000 Penalty: 5461.821289
	Iteration 20F: 3 clusters Score -7188412 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -7189009.500000 Penalty: 5461.821289
	Iteration 21Q: 3 clusters Score -7189010 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -7189352.500000 Penalty: 5461.821289
	Iteration 22Q: 3 clusters Score -7189352 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -7189670.000000 Penalty: 5461.821289
	Iteration 23Q: 3 clusters Score -7189670 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -7189860.500000 Penalty: 5461.821289
	Iteration 24Q: 3 clusters Score -7189860 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -7189994.000000 Penalty: 5461.821289
	Iteration 25Q: 3 clusters Score -7189994 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -7190076.500000 Penalty: 5461.821289
	Iteration 26Q: 3 clusters Score -7190076 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -7190124.500000 Penalty: 5461.821289
	Iteration 27Q: 3 clusters Score -7190124 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -7190166.500000 Penalty: 5461.821289
	Iteration 28Q: 3 clusters Score -7190166 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -7190189.500000 Penalty: 5461.821289
	Iteration 29Q: 3 clusters Score -7190190 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -7190237.000000 Penalty: 5461.821289
	Iteration 30Q: 3 clusters Score -7190237 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -7190229.500000 Penalty: 5461.821289
	Iteration 31Q: 3 clusters Score -7190230 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -7190250.500000 Penalty: 5461.821289
	Iteration 32Q: 3 clusters Score -7190250 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -7190284.000000 Penalty: 5461.821289
	Iteration 33Q: 3 clusters Score -7190284 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -7190280.000000 Penalty: 5461.821289
	Iteration 34Q: 3 clusters Score -7190280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -7190282.000000 Penalty: 5461.821289
	Iteration 35Q: 3 clusters Score -7190282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -7190288.000000 Penalty: 5461.821289
	Iteration 36Q: 3 clusters Score -7190288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -7190286.500000 Penalty: 5461.821289
	Iteration 37Q: 3 clusters Score -7190286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -7190284.000000 Penalty: 5461.821289
	Iteration 38Q: 3 clusters Score -7190284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -7190293.500000 Penalty: 5461.821289
	Iteration 39Q: 3 clusters Score -7190294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -7190290.000000 Penalty: 5461.821289
	Iteration 40F: 3 clusters Score -7190290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -7190320.500000 Penalty: 5461.821289
	Iteration 41Q: 3 clusters Score -7190320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -7190324.500000 Penalty: 5461.821289
	Iteration 42Q: 3 clusters Score -7190324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -7190331.500000 Penalty: 5461.821289
	Iteration 43Q: 3 clusters Score -7190332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -7190320.500000 Penalty: 5461.821289
	Iteration 44Q: 3 clusters Score -7190320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -7190339.000000 Penalty: 5461.821289
	Iteration 45Q: 3 clusters Score -7190339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -7190338.000000 Penalty: 5461.821289
	Iteration 46Q: 3 clusters Score -7190338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -7190329.500000 Penalty: 5461.821289
	Iteration 47Q: 3 clusters Score -7190330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -7190333.000000 Penalty: 5461.821289
	Iteration 48Q: 3 clusters Score -7190333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -7190322.500000 Penalty: 5461.821289
	Iteration 49Q: 3 clusters Score -7190322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -7190337.000000 Penalty: 5461.821289
	Iteration 50Q: 3 clusters Score -7190337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -7190353.500000 Penalty: 5461.821289
	Iteration 51Q: 3 clusters Score -7190354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -7190344.500000 Penalty: 5461.821289
	Iteration 52Q: 3 clusters Score -7190344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -7190353.500000 Penalty: 5461.821289
	Iteration 53Q: 3 clusters Score -7190354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -7190348.500000 Penalty: 5461.821289
	Iteration 54Q: 3 clusters Score -7190348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -7190357.000000 Penalty: 5461.821289
	Iteration 55Q: 3 clusters Score -7190357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -7190356.000000 Penalty: 5461.821289
	Iteration 56Q: 3 clusters Score -7190356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -7190354.500000 Penalty: 5461.821289
	Iteration 57Q: 3 clusters Score -7190354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -7190356.000000 Penalty: 5461.821289
	Iteration 58Q: 3 clusters Score -7190356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -7190361.000000 Penalty: 5461.821289
	Iteration 59Q: 3 clusters Score -7190361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -7190363.000000 Penalty: 5461.821289
	Iteration 60F: 3 clusters Score -7190363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -7190364.500000 Penalty: 5461.821289
	Iteration 61Q: 3 clusters Score -7190364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -7190364.000000 Penalty: 5461.821289
	Iteration 62Q: 3 clusters Score -7190364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -7190355.000000 Penalty: 5461.821289
	Iteration 63Q: 3 clusters Score -7190355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -7190355.000000 Penalty: 5461.821289
	Iteration 64F: 3 clusters Score -7190355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (199533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199533 members 
Entering Unmasked Estep 
Score: -23619338.000000 Penalty: 3026.526367
	Iteration 0F: 2 clusters Score -2.361934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 99906 members 
Entering Unmasked Estep 
Score: -23491372.000000 Penalty: 6053.052734
	Iteration 0F: 3 clusters Score -2.349137e+07 nChanged 96052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 100890 members 
Entering Unmasked Estep 
Score: -23548644.000000 Penalty: 6053.052734
	Iteration 1F: 3 clusters Score -2.354864e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97506 members 
Mstep: Class 2 contains 102027 members 
Entering Unmasked Estep 
Score: -23550056.000000 Penalty: 6053.052734
	Iteration 2Q: 3 clusters Score -2.355006e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95582 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -23551930.000000 Penalty: 6053.052734
	Iteration 3Q: 3 clusters Score -2.355193e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92717 members 
Mstep: Class 2 contains 106816 members 
Entering Unmasked Estep 
Score: -23554800.000000 Penalty: 6053.052734
	Iteration 4Q: 3 clusters Score -2.35548e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 110868 members 
Entering Unmasked Estep 
Score: -23559062.000000 Penalty: 6053.052734
	Iteration 5Q: 3 clusters Score -2.355906e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 116136 members 
Entering Unmasked Estep 
Score: -23564922.000000 Penalty: 6053.052734
	Iteration 6F: 3 clusters Score -2.356492e+07 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 121944 members 
Entering Unmasked Estep 
Score: -23572422.000000 Penalty: 6053.052734
	Iteration 7F: 3 clusters Score -2.357242e+07 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 127192 members 
Entering Unmasked Estep 
Score: -23579904.000000 Penalty: 6053.052734
	Iteration 8F: 3 clusters Score -2.35799e+07 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 131295 members 
Entering Unmasked Estep 
Score: -23586778.000000 Penalty: 6053.052734
	Iteration 9F: 3 clusters Score -2.358678e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 134332 members 
Entering Unmasked Estep 
Score: -23591984.000000 Penalty: 6053.052734
	Iteration 10Q: 3 clusters Score -2.359198e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 136955 members 
Entering Unmasked Estep 
Score: -23594906.000000 Penalty: 6053.052734
	Iteration 11Q: 3 clusters Score -2.359491e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 139427 members 
Entering Unmasked Estep 
Score: -23596410.000000 Penalty: 6053.052734
	Iteration 12Q: 3 clusters Score -2.359641e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 142018 members 
Entering Unmasked Estep 
Score: -23597216.000000 Penalty: 6053.052734
	Iteration 13Q: 3 clusters Score -2.359722e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 144791 members 
Entering Unmasked Estep 
Score: -23598074.000000 Penalty: 6053.052734
	Iteration 14Q: 3 clusters Score -2.359807e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 147791 members 
Entering Unmasked Estep 
Score: -23598812.000000 Penalty: 6053.052734
	Iteration 15Q: 3 clusters Score -2.359881e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 151029 members 
Entering Unmasked Estep 
Score: -23599892.000000 Penalty: 6053.052734
	Iteration 16Q: 3 clusters Score -2.359989e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 154457 members 
Entering Unmasked Estep 
Score: -23600884.000000 Penalty: 6053.052734
	Iteration 17Q: 3 clusters Score -2.360088e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 158053 members 
Entering Unmasked Estep 
Score: -23601906.000000 Penalty: 6053.052734
	Iteration 18Q: 3 clusters Score -2.360191e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 161748 members 
Entering Unmasked Estep 
Score: -23602928.000000 Penalty: 6053.052734
	Iteration 19Q: 3 clusters Score -2.360293e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 165521 members 
Entering Unmasked Estep 
Score: -23604160.000000 Penalty: 6053.052734
	Iteration 20F: 3 clusters Score -2.360416e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 169276 members 
Entering Unmasked Estep 
Score: -23605270.000000 Penalty: 6053.052734
	Iteration 21Q: 3 clusters Score -2.360527e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 172833 members 
Entering Unmasked Estep 
Score: -23606626.000000 Penalty: 6053.052734
	Iteration 22Q: 3 clusters Score -2.360663e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 176196 members 
Entering Unmasked Estep 
Score: -23608106.000000 Penalty: 6053.052734
	Iteration 23Q: 3 clusters Score -2.360811e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 179311 members 
Entering Unmasked Estep 
Score: -23609280.000000 Penalty: 6053.052734
	Iteration 24Q: 3 clusters Score -2.360928e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 182195 members 
Entering Unmasked Estep 
Score: -23610232.000000 Penalty: 6053.052734
	Iteration 25Q: 3 clusters Score -2.361023e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 184763 members 
Entering Unmasked Estep 
Score: -23611240.000000 Penalty: 6053.052734
	Iteration 26Q: 3 clusters Score -2.361124e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 187034 members 
Entering Unmasked Estep 
Score: -23611968.000000 Penalty: 6053.052734
	Iteration 27Q: 3 clusters Score -2.361197e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 189146 members 
Entering Unmasked Estep 
Score: -23612892.000000 Penalty: 6053.052734
	Iteration 28Q: 3 clusters Score -2.361289e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 191076 members 
Entering Unmasked Estep 
Score: -23613676.000000 Penalty: 6053.052734
	Iteration 29Q: 3 clusters Score -2.361368e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 192797 members 
Entering Unmasked Estep 
Score: -23614324.000000 Penalty: 6053.052734
	Iteration 30Q: 3 clusters Score -2.361432e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 194238 members 
Entering Unmasked Estep 
Score: -23614808.000000 Penalty: 6053.052734
	Iteration 31Q: 3 clusters Score -2.361481e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 195381 members 
Entering Unmasked Estep 
Score: -23615330.000000 Penalty: 6053.052734
	Iteration 32Q: 3 clusters Score -2.361533e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 196319 members 
Entering Unmasked Estep 
Score: -23615812.000000 Penalty: 6053.052734
	Iteration 33Q: 3 clusters Score -2.361581e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 197030 members 
Entering Unmasked Estep 
Score: -23615952.000000 Penalty: 6053.052734
	Iteration 34Q: 3 clusters Score -2.361595e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 197561 members 
Entering Unmasked Estep 
Score: -23616154.000000 Penalty: 6053.052734
	Iteration 35Q: 3 clusters Score -2.361615e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 197955 members 
Entering Unmasked Estep 
Score: -23616404.000000 Penalty: 6053.052734
	Iteration 36Q: 3 clusters Score -2.36164e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 198226 members 
Entering Unmasked Estep 
Score: -23616508.000000 Penalty: 6053.052734
	Iteration 37Q: 3 clusters Score -2.361651e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 198415 members 
Entering Unmasked Estep 
Score: -23616578.000000 Penalty: 6053.052734
	Iteration 38Q: 3 clusters Score -2.361658e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 198550 members 
Entering Unmasked Estep 
Score: -23616630.000000 Penalty: 6053.052734
	Iteration 39Q: 3 clusters Score -2.361663e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 198634 members 
Entering Unmasked Estep 
Score: -23616696.000000 Penalty: 6053.052734
	Iteration 40F: 3 clusters Score -2.36167e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 198701 members 
Entering Unmasked Estep 
Score: -23616692.000000 Penalty: 6053.052734
	Iteration 41Q: 3 clusters Score -2.361669e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 198752 members 
Entering Unmasked Estep 
Score: -23616734.000000 Penalty: 6053.052734
	Iteration 42Q: 3 clusters Score -2.361673e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 198799 members 
Entering Unmasked Estep 
Score: -23616758.000000 Penalty: 6053.052734
	Iteration 43Q: 3 clusters Score -2.361676e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 198830 members 
Entering Unmasked Estep 
Score: -23616774.000000 Penalty: 6053.052734
	Iteration 44Q: 3 clusters Score -2.361677e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 198859 members 
Entering Unmasked Estep 
Score: -23616782.000000 Penalty: 6053.052734
	Iteration 45Q: 3 clusters Score -2.361678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 198875 members 
Entering Unmasked Estep 
Score: -23616766.000000 Penalty: 6053.052734
	Iteration 46Q: 3 clusters Score -2.361677e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 198894 members 
Entering Unmasked Estep 
Score: -23616772.000000 Penalty: 6053.052734
	Iteration 47Q: 3 clusters Score -2.361677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 198916 members 
Entering Unmasked Estep 
Score: -23616788.000000 Penalty: 6053.052734
	Iteration 48Q: 3 clusters Score -2.361679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 198933 members 
Entering Unmasked Estep 
Score: -23616826.000000 Penalty: 6053.052734
	Iteration 49Q: 3 clusters Score -2.361683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 198943 members 
Entering Unmasked Estep 
Score: -23616836.000000 Penalty: 6053.052734
	Iteration 50Q: 3 clusters Score -2.361684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 198952 members 
Entering Unmasked Estep 
Score: -23616834.000000 Penalty: 6053.052734
	Iteration 51Q: 3 clusters Score -2.361683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 198959 members 
Entering Unmasked Estep 
Score: -23616858.000000 Penalty: 6053.052734
	Iteration 52Q: 3 clusters Score -2.361686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 198965 members 
Entering Unmasked Estep 
Score: -23616854.000000 Penalty: 6053.052734
	Iteration 53Q: 3 clusters Score -2.361685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 198970 members 
Entering Unmasked Estep 
Score: -23616854.000000 Penalty: 6053.052734
	Iteration 54Q: 3 clusters Score -2.361685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 198971 members 
Entering Unmasked Estep 
Score: -23616848.000000 Penalty: 6053.052734
	Iteration 55Q: 3 clusters Score -2.361685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 198975 members 
Entering Unmasked Estep 
Score: -23616844.000000 Penalty: 6053.052734
	Iteration 56Q: 3 clusters Score -2.361684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 198977 members 
Entering Unmasked Estep 
Score: -23616834.000000 Penalty: 6053.052734
	Iteration 57Q: 3 clusters Score -2.361683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 198977 members 
Entering Unmasked Estep 
Score: -23616832.000000 Penalty: 6053.052734
	Iteration 58Q: 3 clusters Score -2.361683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 198978 members 
Entering Unmasked Estep 
Score: -23616840.000000 Penalty: 6053.052734
	Iteration 59Q: 3 clusters Score -2.361684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 198979 members 
Entering Unmasked Estep 
Score: -23616840.000000 Penalty: 6053.052734
	Iteration 60F: 3 clusters Score -2.361684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 198980 members 
Entering Unmasked Estep 
Score: -23616840.000000 Penalty: 6053.052734
	Iteration 61Q: 3 clusters Score -2.361684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 198981 members 
Entering Unmasked Estep 
Score: -23616864.000000 Penalty: 6053.052734
	Iteration 62Q: 3 clusters Score -2.361686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 198980 members 
Entering Unmasked Estep 
Score: -23616852.000000 Penalty: 6053.052734
	Iteration 63Q: 3 clusters Score -2.361685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 198980 members 
Entering Unmasked Estep 
Score: -23616846.000000 Penalty: 6053.052734
	Iteration 64Q: 3 clusters Score -2.361685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 198982 members 
Entering Unmasked Estep 
Score: -23616864.000000 Penalty: 6053.052734
	Iteration 65Q: 3 clusters Score -2.361686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 198984 members 
Entering Unmasked Estep 
Score: -23616864.000000 Penalty: 6053.052734
	Iteration 66Q: 3 clusters Score -2.361686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 198987 members 
Entering Unmasked Estep 
Score: -23616868.000000 Penalty: 6053.052734
	Iteration 67Q: 3 clusters Score -2.361687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 198987 members 
Entering Unmasked Estep 
Score: -23616882.000000 Penalty: 6053.052734
	Iteration 68Q: 3 clusters Score -2.361688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 198987 members 
Entering Unmasked Estep 
Score: -23616882.000000 Penalty: 6053.052734
	Iteration 69F: 3 clusters Score -2.361688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Entering Unmasked Estep 
Score: -381424.343750 Penalty: 2019.159546
	Iteration 0F: 2 clusters Score -381424.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -377876.062500 Penalty: 4038.319092
	Iteration 0F: 3 clusters Score -377876.1 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -378730.343750 Penalty: 4038.319092
	Iteration 1F: 3 clusters Score -378730.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -378983.125000 Penalty: 4038.319092
	Iteration 2F: 3 clusters Score -378983.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -379152.031250 Penalty: 4038.319092
	Iteration 3F: 3 clusters Score -379152 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -379294.812500 Penalty: 4038.319092
	Iteration 4Q: 3 clusters Score -379294.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -379400.062500 Penalty: 4038.319092
	Iteration 5Q: 3 clusters Score -379400.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -379483.093750 Penalty: 4038.319092
	Iteration 6Q: 3 clusters Score -379483.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -379548.562500 Penalty: 4038.319092
	Iteration 7Q: 3 clusters Score -379548.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -379620.500000 Penalty: 4038.319092
	Iteration 8Q: 3 clusters Score -379620.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -379707.187500 Penalty: 4038.319092
	Iteration 9Q: 3 clusters Score -379707.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -379851.687500 Penalty: 4038.319092
	Iteration 10Q: 3 clusters Score -379851.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -380010.031250 Penalty: 4038.319092
	Iteration 11Q: 3 clusters Score -380010 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -380177.687500 Penalty: 4038.319092
	Iteration 12Q: 3 clusters Score -380177.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -380304.937500 Penalty: 4038.319092
	Iteration 13Q: 3 clusters Score -380304.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -380406.937500 Penalty: 4038.319092
	Iteration 14Q: 3 clusters Score -380406.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -380471.156250 Penalty: 4038.319092
	Iteration 15Q: 3 clusters Score -380471.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -380510.218750 Penalty: 4038.319092
	Iteration 16Q: 3 clusters Score -380510.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -380539.718750 Penalty: 4038.319092
	Iteration 17Q: 3 clusters Score -380539.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -380563.312500 Penalty: 4038.319092
	Iteration 18Q: 3 clusters Score -380563.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -380569.562500 Penalty: 4038.319092
	Iteration 19Q: 3 clusters Score -380569.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -380577.500000 Penalty: 4038.319092
	Iteration 20F: 3 clusters Score -380577.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -380587.656250 Penalty: 4038.319092
	Iteration 21Q: 3 clusters Score -380587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -380591.218750 Penalty: 4038.319092
	Iteration 22Q: 3 clusters Score -380591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -380596.750000 Penalty: 4038.319092
	Iteration 23Q: 3 clusters Score -380596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -380599.406250 Penalty: 4038.319092
	Iteration 24Q: 3 clusters Score -380599.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -380599.406250 Penalty: 4038.319092
	Iteration 25F: 3 clusters Score -380599.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -548824.625000 Penalty: 2112.511719
	Iteration 0F: 2 clusters Score -548824.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -544320.250000 Penalty: 4225.023438
	Iteration 0F: 3 clusters Score -544320.2 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -545585.562500 Penalty: 4225.023438
	Iteration 1F: 3 clusters Score -545585.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -545908.125000 Penalty: 4225.023438
	Iteration 2F: 3 clusters Score -545908.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -546214.187500 Penalty: 4225.023438
	Iteration 3F: 3 clusters Score -546214.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -546543.375000 Penalty: 4225.023438
	Iteration 4F: 3 clusters Score -546543.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -546860.625000 Penalty: 4225.023438
	Iteration 5F: 3 clusters Score -546860.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -547099.875000 Penalty: 4225.023438
	Iteration 6F: 3 clusters Score -547099.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -547280.062500 Penalty: 4225.023438
	Iteration 7Q: 3 clusters Score -547280.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -547395.312500 Penalty: 4225.023438
	Iteration 8Q: 3 clusters Score -547395.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -547467.312500 Penalty: 4225.023438
	Iteration 9Q: 3 clusters Score -547467.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -547506.500000 Penalty: 4225.023438
	Iteration 10Q: 3 clusters Score -547506.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -547544.125000 Penalty: 4225.023438
	Iteration 11Q: 3 clusters Score -547544.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -547569.937500 Penalty: 4225.023438
	Iteration 12Q: 3 clusters Score -547569.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -547591.750000 Penalty: 4225.023438
	Iteration 13Q: 3 clusters Score -547591.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -547607.437500 Penalty: 4225.023438
	Iteration 14Q: 3 clusters Score -547607.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -547619.875000 Penalty: 4225.023438
	Iteration 15Q: 3 clusters Score -547619.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -547633.375000 Penalty: 4225.023438
	Iteration 16Q: 3 clusters Score -547633.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -547646.500000 Penalty: 4225.023438
	Iteration 17Q: 3 clusters Score -547646.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -547659.562500 Penalty: 4225.023438
	Iteration 18Q: 3 clusters Score -547659.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -547672.437500 Penalty: 4225.023438
	Iteration 19Q: 3 clusters Score -547672.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -547681.437500 Penalty: 4225.023438
	Iteration 20F: 3 clusters Score -547681.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -547688.000000 Penalty: 4225.023438
	Iteration 21Q: 3 clusters Score -547688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -547693.125000 Penalty: 4225.023438
	Iteration 22Q: 3 clusters Score -547693.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -547697.562500 Penalty: 4225.023438
	Iteration 23Q: 3 clusters Score -547697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -547700.437500 Penalty: 4225.023438
	Iteration 24Q: 3 clusters Score -547700.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -547700.250000 Penalty: 4225.023438
	Iteration 25Q: 3 clusters Score -547700.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -547702.125000 Penalty: 4225.023438
	Iteration 26Q: 3 clusters Score -547702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -547702.000000 Penalty: 4225.023438
	Iteration 27Q: 3 clusters Score -547702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -547703.562500 Penalty: 4225.023438
	Iteration 28Q: 3 clusters Score -547703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -547703.875000 Penalty: 4225.023438
	Iteration 29Q: 3 clusters Score -547703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -547704.750000 Penalty: 4225.023438
	Iteration 30Q: 3 clusters Score -547704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -547704.875000 Penalty: 4225.023438
	Iteration 31Q: 3 clusters Score -547704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -547704.750000 Penalty: 4225.023438
	Iteration 32Q: 3 clusters Score -547704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -547706.812500 Penalty: 4225.023438
	Iteration 33Q: 3 clusters Score -547706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -547706.875000 Penalty: 4225.023438
	Iteration 34Q: 3 clusters Score -547706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -547708.375000 Penalty: 4225.023438
	Iteration 35Q: 3 clusters Score -547708.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -547708.812500 Penalty: 4225.023438
	Iteration 36Q: 3 clusters Score -547708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -547709.687500 Penalty: 4225.023438
	Iteration 37Q: 3 clusters Score -547709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -547709.687500 Penalty: 4225.023438
	Iteration 38F: 3 clusters Score -547709.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (151486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151486 members 
Entering Unmasked Estep 
Score: -18170364.000000 Penalty: 2958.205566
	Iteration 0F: 2 clusters Score -1.817036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 75723 members 
Entering Unmasked Estep 
Score: -18069502.000000 Penalty: 5916.411133
	Iteration 0F: 3 clusters Score -1.80695e+07 nChanged 72290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76695 members 
Mstep: Class 2 contains 74791 members 
Entering Unmasked Estep 
Score: -18111066.000000 Penalty: 5916.411133
	Iteration 1F: 3 clusters Score -1.811107e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 74354 members 
Entering Unmasked Estep 
Score: -18111660.000000 Penalty: 5916.411133
	Iteration 2Q: 3 clusters Score -1.811166e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77781 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -18112432.000000 Penalty: 5916.411133
	Iteration 3Q: 3 clusters Score -1.811243e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78619 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -18113068.000000 Penalty: 5916.411133
	Iteration 4Q: 3 clusters Score -1.811307e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -18113986.000000 Penalty: 5916.411133
	Iteration 5Q: 3 clusters Score -1.811399e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -18115040.000000 Penalty: 5916.411133
	Iteration 6Q: 3 clusters Score -1.811504e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -18116732.000000 Penalty: 5916.411133
	Iteration 7Q: 3 clusters Score -1.811673e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88309 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -18119228.000000 Penalty: 5916.411133
	Iteration 8Q: 3 clusters Score -1.811923e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -18123234.000000 Penalty: 5916.411133
	Iteration 9Q: 3 clusters Score -1.812323e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99550 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -18128796.000000 Penalty: 5916.411133
	Iteration 10F: 3 clusters Score -1.81288e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106380 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -18135846.000000 Penalty: 5916.411133
	Iteration 11F: 3 clusters Score -1.813585e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112731 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -18143268.000000 Penalty: 5916.411133
	Iteration 12F: 3 clusters Score -1.814327e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117575 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -18149014.000000 Penalty: 5916.411133
	Iteration 13F: 3 clusters Score -1.814901e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -18152620.000000 Penalty: 5916.411133
	Iteration 14Q: 3 clusters Score -1.815262e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124012 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -18154734.000000 Penalty: 5916.411133
	Iteration 15Q: 3 clusters Score -1.815473e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126604 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -18156084.000000 Penalty: 5916.411133
	Iteration 16Q: 3 clusters Score -1.815608e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129082 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -18157286.000000 Penalty: 5916.411133
	Iteration 17Q: 3 clusters Score -1.815729e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131546 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -18158426.000000 Penalty: 5916.411133
	Iteration 18Q: 3 clusters Score -1.815843e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133915 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -18159584.000000 Penalty: 5916.411133
	Iteration 19Q: 3 clusters Score -1.815958e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136206 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -18160714.000000 Penalty: 5916.411133
	Iteration 20F: 3 clusters Score -1.816071e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138382 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -18161660.000000 Penalty: 5916.411133
	Iteration 21Q: 3 clusters Score -1.816166e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140383 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -18162536.000000 Penalty: 5916.411133
	Iteration 22Q: 3 clusters Score -1.816254e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142257 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -18163472.000000 Penalty: 5916.411133
	Iteration 23Q: 3 clusters Score -1.816347e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143948 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -18164286.000000 Penalty: 5916.411133
	Iteration 24Q: 3 clusters Score -1.816429e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145447 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -18165114.000000 Penalty: 5916.411133
	Iteration 25Q: 3 clusters Score -1.816511e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146697 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -18165704.000000 Penalty: 5916.411133
	Iteration 26Q: 3 clusters Score -1.81657e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147704 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -18166268.000000 Penalty: 5916.411133
	Iteration 27Q: 3 clusters Score -1.816627e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148494 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -18166692.000000 Penalty: 5916.411133
	Iteration 28Q: 3 clusters Score -1.816669e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149121 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -18167048.000000 Penalty: 5916.411133
	Iteration 29Q: 3 clusters Score -1.816705e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149570 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -18167310.000000 Penalty: 5916.411133
	Iteration 30Q: 3 clusters Score -1.816731e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149901 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -18167438.000000 Penalty: 5916.411133
	Iteration 31Q: 3 clusters Score -1.816744e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150122 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -18167526.000000 Penalty: 5916.411133
	Iteration 32Q: 3 clusters Score -1.816753e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150249 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -18167580.000000 Penalty: 5916.411133
	Iteration 33Q: 3 clusters Score -1.816758e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150344 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -18167640.000000 Penalty: 5916.411133
	Iteration 34Q: 3 clusters Score -1.816764e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150414 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -18167682.000000 Penalty: 5916.411133
	Iteration 35Q: 3 clusters Score -1.816768e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150457 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -18167698.000000 Penalty: 5916.411133
	Iteration 36Q: 3 clusters Score -1.81677e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150489 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -18167724.000000 Penalty: 5916.411133
	Iteration 37Q: 3 clusters Score -1.816772e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150515 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -18167730.000000 Penalty: 5916.411133
	Iteration 38Q: 3 clusters Score -1.816773e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -18167764.000000 Penalty: 5916.411133
	Iteration 39Q: 3 clusters Score -1.816776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150556 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -18167766.000000 Penalty: 5916.411133
	Iteration 40F: 3 clusters Score -1.816777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150568 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -18167780.000000 Penalty: 5916.411133
	Iteration 41Q: 3 clusters Score -1.816778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150579 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -18167788.000000 Penalty: 5916.411133
	Iteration 42Q: 3 clusters Score -1.816779e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150597 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -18167782.000000 Penalty: 5916.411133
	Iteration 43Q: 3 clusters Score -1.816778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150609 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -18167798.000000 Penalty: 5916.411133
	Iteration 44Q: 3 clusters Score -1.81678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150620 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -18167806.000000 Penalty: 5916.411133
	Iteration 45Q: 3 clusters Score -1.816781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150633 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -18167836.000000 Penalty: 5916.411133
	Iteration 46Q: 3 clusters Score -1.816784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150640 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -18167854.000000 Penalty: 5916.411133
	Iteration 47Q: 3 clusters Score -1.816785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150649 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -18167836.000000 Penalty: 5916.411133
	Iteration 48Q: 3 clusters Score -1.816784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150654 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -18167836.000000 Penalty: 5916.411133
	Iteration 49Q: 3 clusters Score -1.816784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150663 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -18167832.000000 Penalty: 5916.411133
	Iteration 50Q: 3 clusters Score -1.816783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150670 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -18167838.000000 Penalty: 5916.411133
	Iteration 51Q: 3 clusters Score -1.816784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150676 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -18167840.000000 Penalty: 5916.411133
	Iteration 52Q: 3 clusters Score -1.816784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150679 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -18167840.000000 Penalty: 5916.411133
	Iteration 53Q: 3 clusters Score -1.816784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150685 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -18167834.000000 Penalty: 5916.411133
	Iteration 54Q: 3 clusters Score -1.816783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -18167840.000000 Penalty: 5916.411133
	Iteration 55Q: 3 clusters Score -1.816784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150692 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -18167834.000000 Penalty: 5916.411133
	Iteration 56Q: 3 clusters Score -1.816783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150696 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -18167838.000000 Penalty: 5916.411133
	Iteration 57Q: 3 clusters Score -1.816784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -18167846.000000 Penalty: 5916.411133
	Iteration 58Q: 3 clusters Score -1.816785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150704 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -18167846.000000 Penalty: 5916.411133
	Iteration 59Q: 3 clusters Score -1.816785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150704 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -18167858.000000 Penalty: 5916.411133
	Iteration 60F: 3 clusters Score -1.816786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150706 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -18167858.000000 Penalty: 5916.411133
	Iteration 61Q: 3 clusters Score -1.816786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150708 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -18167852.000000 Penalty: 5916.411133
	Iteration 62Q: 3 clusters Score -1.816785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150708 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -18167862.000000 Penalty: 5916.411133
	Iteration 63Q: 3 clusters Score -1.816786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150709 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -18167852.000000 Penalty: 5916.411133
	Iteration 64Q: 3 clusters Score -1.816785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150710 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -18167854.000000 Penalty: 5916.411133
	Iteration 65Q: 3 clusters Score -1.816785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150712 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -18167858.000000 Penalty: 5916.411133
	Iteration 66Q: 3 clusters Score -1.816786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150713 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -18167862.000000 Penalty: 5916.411133
	Iteration 67Q: 3 clusters Score -1.816786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150715 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -18167864.000000 Penalty: 5916.411133
	Iteration 68Q: 3 clusters Score -1.816786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150716 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -18167864.000000 Penalty: 5916.411133
	Iteration 69Q: 3 clusters Score -1.816786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150717 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -18167854.000000 Penalty: 5916.411133
	Iteration 70Q: 3 clusters Score -1.816785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150717 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -18167854.000000 Penalty: 5916.411133
	Iteration 71F: 3 clusters Score -1.816785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Entering Unmasked Estep 
Score: -983820.812500 Penalty: 2262.513428
	Iteration 0F: 2 clusters Score -983820.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -976686.500000 Penalty: 4525.026855
	Iteration 0F: 3 clusters Score -976686.5 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -978853.812500 Penalty: 4525.026855
	Iteration 1F: 3 clusters Score -978853.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -979362.000000 Penalty: 4525.026855
	Iteration 2F: 3 clusters Score -979362 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -979886.937500 Penalty: 4525.026855
	Iteration 3F: 3 clusters Score -979886.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -980426.062500 Penalty: 4525.026855
	Iteration 4F: 3 clusters Score -980426.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -980879.562500 Penalty: 4525.026855
	Iteration 5F: 3 clusters Score -980879.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -981248.375000 Penalty: 4525.026855
	Iteration 6F: 3 clusters Score -981248.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -981497.687500 Penalty: 4525.026855
	Iteration 7Q: 3 clusters Score -981497.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -981674.187500 Penalty: 4525.026855
	Iteration 8Q: 3 clusters Score -981674.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -981820.187500 Penalty: 4525.026855
	Iteration 9Q: 3 clusters Score -981820.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -981951.250000 Penalty: 4525.026855
	Iteration 10Q: 3 clusters Score -981951.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -982083.062500 Penalty: 4525.026855
	Iteration 11Q: 3 clusters Score -982083.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -982204.875000 Penalty: 4525.026855
	Iteration 12Q: 3 clusters Score -982204.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -982295.187500 Penalty: 4525.026855
	Iteration 13Q: 3 clusters Score -982295.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -982384.937500 Penalty: 4525.026855
	Iteration 14Q: 3 clusters Score -982384.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -982458.375000 Penalty: 4525.026855
	Iteration 15Q: 3 clusters Score -982458.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -982513.937500 Penalty: 4525.026855
	Iteration 16Q: 3 clusters Score -982513.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -982552.875000 Penalty: 4525.026855
	Iteration 17Q: 3 clusters Score -982552.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -982592.750000 Penalty: 4525.026855
	Iteration 18Q: 3 clusters Score -982592.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -982636.000000 Penalty: 4525.026855
	Iteration 19Q: 3 clusters Score -982636 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -982672.250000 Penalty: 4525.026855
	Iteration 20F: 3 clusters Score -982672.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -982707.812500 Penalty: 4525.026855
	Iteration 21Q: 3 clusters Score -982707.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -982740.000000 Penalty: 4525.026855
	Iteration 22Q: 3 clusters Score -982740 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -982776.625000 Penalty: 4525.026855
	Iteration 23Q: 3 clusters Score -982776.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -982809.437500 Penalty: 4525.026855
	Iteration 24Q: 3 clusters Score -982809.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -982841.875000 Penalty: 4525.026855
	Iteration 25Q: 3 clusters Score -982841.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -982884.687500 Penalty: 4525.026855
	Iteration 26Q: 3 clusters Score -982884.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -982925.375000 Penalty: 4525.026855
	Iteration 27Q: 3 clusters Score -982925.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -982969.750000 Penalty: 4525.026855
	Iteration 28Q: 3 clusters Score -982969.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -983009.500000 Penalty: 4525.026855
	Iteration 29Q: 3 clusters Score -983009.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -983031.812500 Penalty: 4525.026855
	Iteration 30Q: 3 clusters Score -983031.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -983040.812500 Penalty: 4525.026855
	Iteration 31Q: 3 clusters Score -983040.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -983048.500000 Penalty: 4525.026855
	Iteration 32Q: 3 clusters Score -983048.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -983057.812500 Penalty: 4525.026855
	Iteration 33Q: 3 clusters Score -983057.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -983066.437500 Penalty: 4525.026855
	Iteration 34Q: 3 clusters Score -983066.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -983072.937500 Penalty: 4525.026855
	Iteration 35Q: 3 clusters Score -983072.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -983081.187500 Penalty: 4525.026855
	Iteration 36Q: 3 clusters Score -983081.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -983088.312500 Penalty: 4525.026855
	Iteration 37Q: 3 clusters Score -983088.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -983094.812500 Penalty: 4525.026855
	Iteration 38Q: 3 clusters Score -983094.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -983104.375000 Penalty: 4525.026855
	Iteration 39Q: 3 clusters Score -983104.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -983111.812500 Penalty: 4525.026855
	Iteration 40F: 3 clusters Score -983111.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -983120.062500 Penalty: 4525.026855
	Iteration 41Q: 3 clusters Score -983120.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -983127.875000 Penalty: 4525.026855
	Iteration 42Q: 3 clusters Score -983127.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -983131.875000 Penalty: 4525.026855
	Iteration 43Q: 3 clusters Score -983131.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -983140.625000 Penalty: 4525.026855
	Iteration 44Q: 3 clusters Score -983140.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -983146.125000 Penalty: 4525.026855
	Iteration 45Q: 3 clusters Score -983146.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -983147.812500 Penalty: 4525.026855
	Iteration 46Q: 3 clusters Score -983147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -983151.375000 Penalty: 4525.026855
	Iteration 47Q: 3 clusters Score -983151.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -983150.562500 Penalty: 4525.026855
	Iteration 48Q: 3 clusters Score -983150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -983150.562500 Penalty: 4525.026855
	Iteration 49Q: 3 clusters Score -983150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -983151.937500 Penalty: 4525.026855
	Iteration 50Q: 3 clusters Score -983151.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -983153.062500 Penalty: 4525.026855
	Iteration 51Q: 3 clusters Score -983153.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -983152.312500 Penalty: 4525.026855
	Iteration 52Q: 3 clusters Score -983152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -983152.500000 Penalty: 4525.026855
	Iteration 53Q: 3 clusters Score -983152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -983151.625000 Penalty: 4525.026855
	Iteration 54Q: 3 clusters Score -983151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -983154.875000 Penalty: 4525.026855
	Iteration 55Q: 3 clusters Score -983154.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -983155.125000 Penalty: 4525.026855
	Iteration 56Q: 3 clusters Score -983155.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -983157.312500 Penalty: 4525.026855
	Iteration 57Q: 3 clusters Score -983157.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -983160.125000 Penalty: 4525.026855
	Iteration 58Q: 3 clusters Score -983160.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -983161.125000 Penalty: 4525.026855
	Iteration 59Q: 3 clusters Score -983161.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -983166.625000 Penalty: 4525.026855
	Iteration 60F: 3 clusters Score -983166.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -983170.750000 Penalty: 4525.026855
	Iteration 61Q: 3 clusters Score -983170.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -983171.562500 Penalty: 4525.026855
	Iteration 62Q: 3 clusters Score -983171.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -983177.375000 Penalty: 4525.026855
	Iteration 63Q: 3 clusters Score -983177.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -983180.250000 Penalty: 4525.026855
	Iteration 64Q: 3 clusters Score -983180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -983184.375000 Penalty: 4525.026855
	Iteration 65Q: 3 clusters Score -983184.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -983185.687500 Penalty: 4525.026855
	Iteration 66Q: 3 clusters Score -983185.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -983191.375000 Penalty: 4525.026855
	Iteration 67Q: 3 clusters Score -983191.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -983193.500000 Penalty: 4525.026855
	Iteration 68Q: 3 clusters Score -983193.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -983196.437500 Penalty: 4525.026855
	Iteration 69Q: 3 clusters Score -983196.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -983199.125000 Penalty: 4525.026855
	Iteration 70Q: 3 clusters Score -983199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -983200.812500 Penalty: 4525.026855
	Iteration 71Q: 3 clusters Score -983200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -983201.562500 Penalty: 4525.026855
	Iteration 72Q: 3 clusters Score -983201.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -983200.000000 Penalty: 4525.026855
	Iteration 73Q: 3 clusters Score -983200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -983202.875000 Penalty: 4525.026855
	Iteration 74Q: 3 clusters Score -983202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -983204.812500 Penalty: 4525.026855
	Iteration 75Q: 3 clusters Score -983204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -983206.562500 Penalty: 4525.026855
	Iteration 76Q: 3 clusters Score -983206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -983208.312500 Penalty: 4525.026855
	Iteration 77Q: 3 clusters Score -983208.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -983209.187500 Penalty: 4525.026855
	Iteration 78Q: 3 clusters Score -983209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -983209.625000 Penalty: 4525.026855
	Iteration 79Q: 3 clusters Score -983209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -983210.062500 Penalty: 4525.026855
	Iteration 80F: 3 clusters Score -983210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -983211.062500 Penalty: 4525.026855
	Iteration 81Q: 3 clusters Score -983211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -983210.812500 Penalty: 4525.026855
	Iteration 82Q: 3 clusters Score -983210.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -983210.812500 Penalty: 4525.026855
	Iteration 83F: 3 clusters Score -983210.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Entering Unmasked Estep 
Score: -498779.312500 Penalty: 2073.297607
	Iteration 0F: 2 clusters Score -498779.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -494721.687500 Penalty: 4146.595215
	Iteration 0F: 3 clusters Score -494721.7 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -495620.312500 Penalty: 4146.595215
	Iteration 1F: 3 clusters Score -495620.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -495813.187500 Penalty: 4146.595215
	Iteration 2F: 3 clusters Score -495813.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -495934.718750 Penalty: 4146.595215
	Iteration 3F: 3 clusters Score -495934.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -496024.843750 Penalty: 4146.595215
	Iteration 4Q: 3 clusters Score -496024.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -496080.625000 Penalty: 4146.595215
	Iteration 5Q: 3 clusters Score -496080.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -496129.000000 Penalty: 4146.595215
	Iteration 6Q: 3 clusters Score -496129 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -496173.531250 Penalty: 4146.595215
	Iteration 7Q: 3 clusters Score -496173.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -496214.281250 Penalty: 4146.595215
	Iteration 8Q: 3 clusters Score -496214.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -496255.968750 Penalty: 4146.595215
	Iteration 9Q: 3 clusters Score -496256 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -496299.281250 Penalty: 4146.595215
	Iteration 10Q: 3 clusters Score -496299.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -496335.281250 Penalty: 4146.595215
	Iteration 11Q: 3 clusters Score -496335.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -496371.500000 Penalty: 4146.595215
	Iteration 12Q: 3 clusters Score -496371.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -496416.156250 Penalty: 4146.595215
	Iteration 13Q: 3 clusters Score -496416.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -496470.656250 Penalty: 4146.595215
	Iteration 14Q: 3 clusters Score -496470.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -496510.250000 Penalty: 4146.595215
	Iteration 15Q: 3 clusters Score -496510.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -496557.812500 Penalty: 4146.595215
	Iteration 16Q: 3 clusters Score -496557.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -496616.531250 Penalty: 4146.595215
	Iteration 17Q: 3 clusters Score -496616.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -496676.437500 Penalty: 4146.595215
	Iteration 18Q: 3 clusters Score -496676.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -496742.843750 Penalty: 4146.595215
	Iteration 19Q: 3 clusters Score -496742.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -496807.093750 Penalty: 4146.595215
	Iteration 20F: 3 clusters Score -496807.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -496864.312500 Penalty: 4146.595215
	Iteration 21Q: 3 clusters Score -496864.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -496913.843750 Penalty: 4146.595215
	Iteration 22Q: 3 clusters Score -496913.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -496972.250000 Penalty: 4146.595215
	Iteration 23Q: 3 clusters Score -496972.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -497023.343750 Penalty: 4146.595215
	Iteration 24Q: 3 clusters Score -497023.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -497061.281250 Penalty: 4146.595215
	Iteration 25Q: 3 clusters Score -497061.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -497087.968750 Penalty: 4146.595215
	Iteration 26Q: 3 clusters Score -497088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -497114.343750 Penalty: 4146.595215
	Iteration 27Q: 3 clusters Score -497114.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -497137.500000 Penalty: 4146.595215
	Iteration 28Q: 3 clusters Score -497137.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -497161.656250 Penalty: 4146.595215
	Iteration 29Q: 3 clusters Score -497161.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -497177.781250 Penalty: 4146.595215
	Iteration 30Q: 3 clusters Score -497177.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -497191.687500 Penalty: 4146.595215
	Iteration 31Q: 3 clusters Score -497191.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -497196.593750 Penalty: 4146.595215
	Iteration 32Q: 3 clusters Score -497196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -497201.468750 Penalty: 4146.595215
	Iteration 33Q: 3 clusters Score -497201.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -497204.218750 Penalty: 4146.595215
	Iteration 34Q: 3 clusters Score -497204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -497207.000000 Penalty: 4146.595215
	Iteration 35Q: 3 clusters Score -497207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -497210.093750 Penalty: 4146.595215
	Iteration 36Q: 3 clusters Score -497210.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -497213.375000 Penalty: 4146.595215
	Iteration 37Q: 3 clusters Score -497213.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -497217.062500 Penalty: 4146.595215
	Iteration 38Q: 3 clusters Score -497217.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -497220.000000 Penalty: 4146.595215
	Iteration 39Q: 3 clusters Score -497220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -497221.937500 Penalty: 4146.595215
	Iteration 40F: 3 clusters Score -497221.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -497221.968750 Penalty: 4146.595215
	Iteration 41Q: 3 clusters Score -497222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -497223.156250 Penalty: 4146.595215
	Iteration 42Q: 3 clusters Score -497223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -497226.906250 Penalty: 4146.595215
	Iteration 43Q: 3 clusters Score -497226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -497227.625000 Penalty: 4146.595215
	Iteration 44Q: 3 clusters Score -497227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -497229.562500 Penalty: 4146.595215
	Iteration 45Q: 3 clusters Score -497229.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -497234.125000 Penalty: 4146.595215
	Iteration 46Q: 3 clusters Score -497234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -497235.687500 Penalty: 4146.595215
	Iteration 47Q: 3 clusters Score -497235.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -497236.937500 Penalty: 4146.595215
	Iteration 48Q: 3 clusters Score -497236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -497237.031250 Penalty: 4146.595215
	Iteration 49Q: 3 clusters Score -497237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -497237.031250 Penalty: 4146.595215
	Iteration 50F: 3 clusters Score -497237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (160551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160551 members 
Entering Unmasked Estep 
Score: -19132228.000000 Penalty: 2972.619141
	Iteration 0F: 2 clusters Score -1.913223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -19025712.000000 Penalty: 5945.238281
	Iteration 0F: 3 clusters Score -1.902571e+07 nChanged 76661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 81191 members 
Entering Unmasked Estep 
Score: -19070498.000000 Penalty: 5945.238281
	Iteration 1F: 3 clusters Score -1.90705e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 81631 members 
Entering Unmasked Estep 
Score: -19071348.000000 Penalty: 5945.238281
	Iteration 2Q: 3 clusters Score -1.907135e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -19072520.000000 Penalty: 5945.238281
	Iteration 3Q: 3 clusters Score -1.907252e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77074 members 
Mstep: Class 2 contains 83477 members 
Entering Unmasked Estep 
Score: -19074078.000000 Penalty: 5945.238281
	Iteration 4Q: 3 clusters Score -1.907408e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75651 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -19076492.000000 Penalty: 5945.238281
	Iteration 5Q: 3 clusters Score -1.907649e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 86961 members 
Entering Unmasked Estep 
Score: -19079868.000000 Penalty: 5945.238281
	Iteration 6Q: 3 clusters Score -1.907987e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -19085418.000000 Penalty: 5945.238281
	Iteration 7F: 3 clusters Score -1.908542e+07 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67700 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -19093046.000000 Penalty: 5945.238281
	Iteration 8F: 3 clusters Score -1.909305e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 95981 members 
Entering Unmasked Estep 
Score: -19101104.000000 Penalty: 5945.238281
	Iteration 9F: 3 clusters Score -1.91011e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -19106800.000000 Penalty: 5945.238281
	Iteration 10F: 3 clusters Score -1.91068e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 101098 members 
Entering Unmasked Estep 
Score: -19109526.000000 Penalty: 5945.238281
	Iteration 11Q: 3 clusters Score -1.910953e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 103739 members 
Entering Unmasked Estep 
Score: -19110906.000000 Penalty: 5945.238281
	Iteration 12Q: 3 clusters Score -1.911091e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 106524 members 
Entering Unmasked Estep 
Score: -19112552.000000 Penalty: 5945.238281
	Iteration 13Q: 3 clusters Score -1.911255e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 109623 members 
Entering Unmasked Estep 
Score: -19114438.000000 Penalty: 5945.238281
	Iteration 14Q: 3 clusters Score -1.911444e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 112782 members 
Entering Unmasked Estep 
Score: -19116570.000000 Penalty: 5945.238281
	Iteration 15Q: 3 clusters Score -1.911657e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 115965 members 
Entering Unmasked Estep 
Score: -19118736.000000 Penalty: 5945.238281
	Iteration 16Q: 3 clusters Score -1.911874e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 118984 members 
Entering Unmasked Estep 
Score: -19120712.000000 Penalty: 5945.238281
	Iteration 17Q: 3 clusters Score -1.912071e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 121812 members 
Entering Unmasked Estep 
Score: -19122474.000000 Penalty: 5945.238281
	Iteration 18Q: 3 clusters Score -1.912247e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 124355 members 
Entering Unmasked Estep 
Score: -19123922.000000 Penalty: 5945.238281
	Iteration 19Q: 3 clusters Score -1.912392e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 126599 members 
Entering Unmasked Estep 
Score: -19124922.000000 Penalty: 5945.238281
	Iteration 20F: 3 clusters Score -1.912492e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 128530 members 
Entering Unmasked Estep 
Score: -19125768.000000 Penalty: 5945.238281
	Iteration 21Q: 3 clusters Score -1.912577e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 130272 members 
Entering Unmasked Estep 
Score: -19126358.000000 Penalty: 5945.238281
	Iteration 22Q: 3 clusters Score -1.912636e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 131783 members 
Entering Unmasked Estep 
Score: -19126806.000000 Penalty: 5945.238281
	Iteration 23Q: 3 clusters Score -1.912681e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 133055 members 
Entering Unmasked Estep 
Score: -19127212.000000 Penalty: 5945.238281
	Iteration 24Q: 3 clusters Score -1.912721e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 134142 members 
Entering Unmasked Estep 
Score: -19127478.000000 Penalty: 5945.238281
	Iteration 25Q: 3 clusters Score -1.912748e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 135123 members 
Entering Unmasked Estep 
Score: -19127684.000000 Penalty: 5945.238281
	Iteration 26Q: 3 clusters Score -1.912768e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 135981 members 
Entering Unmasked Estep 
Score: -19127878.000000 Penalty: 5945.238281
	Iteration 27Q: 3 clusters Score -1.912788e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 136748 members 
Entering Unmasked Estep 
Score: -19128038.000000 Penalty: 5945.238281
	Iteration 28Q: 3 clusters Score -1.912804e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 137440 members 
Entering Unmasked Estep 
Score: -19128220.000000 Penalty: 5945.238281
	Iteration 29Q: 3 clusters Score -1.912822e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 138024 members 
Entering Unmasked Estep 
Score: -19128278.000000 Penalty: 5945.238281
	Iteration 30Q: 3 clusters Score -1.912828e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 138548 members 
Entering Unmasked Estep 
Score: -19128342.000000 Penalty: 5945.238281
	Iteration 31Q: 3 clusters Score -1.912834e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 138999 members 
Entering Unmasked Estep 
Score: -19128360.000000 Penalty: 5945.238281
	Iteration 32Q: 3 clusters Score -1.912836e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 139417 members 
Entering Unmasked Estep 
Score: -19128422.000000 Penalty: 5945.238281
	Iteration 33Q: 3 clusters Score -1.912842e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 139825 members 
Entering Unmasked Estep 
Score: -19128456.000000 Penalty: 5945.238281
	Iteration 34Q: 3 clusters Score -1.912846e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 140220 members 
Entering Unmasked Estep 
Score: -19128560.000000 Penalty: 5945.238281
	Iteration 35Q: 3 clusters Score -1.912856e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 140583 members 
Entering Unmasked Estep 
Score: -19128598.000000 Penalty: 5945.238281
	Iteration 36Q: 3 clusters Score -1.91286e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 140918 members 
Entering Unmasked Estep 
Score: -19128624.000000 Penalty: 5945.238281
	Iteration 37Q: 3 clusters Score -1.912862e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 141197 members 
Entering Unmasked Estep 
Score: -19128686.000000 Penalty: 5945.238281
	Iteration 38Q: 3 clusters Score -1.912869e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 141445 members 
Entering Unmasked Estep 
Score: -19128704.000000 Penalty: 5945.238281
	Iteration 39Q: 3 clusters Score -1.91287e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 141695 members 
Entering Unmasked Estep 
Score: -19128722.000000 Penalty: 5945.238281
	Iteration 40F: 3 clusters Score -1.912872e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 141892 members 
Entering Unmasked Estep 
Score: -19128784.000000 Penalty: 5945.238281
	Iteration 41Q: 3 clusters Score -1.912878e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 142084 members 
Entering Unmasked Estep 
Score: -19128808.000000 Penalty: 5945.238281
	Iteration 42Q: 3 clusters Score -1.912881e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 142240 members 
Entering Unmasked Estep 
Score: -19128848.000000 Penalty: 5945.238281
	Iteration 43Q: 3 clusters Score -1.912885e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 142382 members 
Entering Unmasked Estep 
Score: -19128862.000000 Penalty: 5945.238281
	Iteration 44Q: 3 clusters Score -1.912886e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 142524 members 
Entering Unmasked Estep 
Score: -19128868.000000 Penalty: 5945.238281
	Iteration 45Q: 3 clusters Score -1.912887e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 142672 members 
Entering Unmasked Estep 
Score: -19128884.000000 Penalty: 5945.238281
	Iteration 46Q: 3 clusters Score -1.912888e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 142799 members 
Entering Unmasked Estep 
Score: -19128910.000000 Penalty: 5945.238281
	Iteration 47Q: 3 clusters Score -1.912891e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 142926 members 
Entering Unmasked Estep 
Score: -19128934.000000 Penalty: 5945.238281
	Iteration 48Q: 3 clusters Score -1.912893e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 143038 members 
Entering Unmasked Estep 
Score: -19128962.000000 Penalty: 5945.238281
	Iteration 49Q: 3 clusters Score -1.912896e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 143135 members 
Entering Unmasked Estep 
Score: -19128952.000000 Penalty: 5945.238281
	Iteration 50Q: 3 clusters Score -1.912895e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 143229 members 
Entering Unmasked Estep 
Score: -19128952.000000 Penalty: 5945.238281
	Iteration 51Q: 3 clusters Score -1.912895e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 143317 members 
Entering Unmasked Estep 
Score: -19128912.000000 Penalty: 5945.238281
	Iteration 52Q: 3 clusters Score -1.912891e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 143417 members 
Entering Unmasked Estep 
Score: -19128894.000000 Penalty: 5945.238281
	Iteration 53Q: 3 clusters Score -1.912889e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 143526 members 
Entering Unmasked Estep 
Score: -19128914.000000 Penalty: 5945.238281
	Iteration 54Q: 3 clusters Score -1.912891e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 143624 members 
Entering Unmasked Estep 
Score: -19128922.000000 Penalty: 5945.238281
	Iteration 55Q: 3 clusters Score -1.912892e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 143726 members 
Entering Unmasked Estep 
Score: -19128894.000000 Penalty: 5945.238281
	Iteration 56Q: 3 clusters Score -1.912889e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 143816 members 
Entering Unmasked Estep 
Score: -19128930.000000 Penalty: 5945.238281
	Iteration 57Q: 3 clusters Score -1.912893e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 143902 members 
Entering Unmasked Estep 
Score: -19128918.000000 Penalty: 5945.238281
	Iteration 58Q: 3 clusters Score -1.912892e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 143986 members 
Entering Unmasked Estep 
Score: -19128920.000000 Penalty: 5945.238281
	Iteration 59Q: 3 clusters Score -1.912892e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 144060 members 
Entering Unmasked Estep 
Score: -19128938.000000 Penalty: 5945.238281
	Iteration 60F: 3 clusters Score -1.912894e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 144121 members 
Entering Unmasked Estep 
Score: -19128956.000000 Penalty: 5945.238281
	Iteration 61Q: 3 clusters Score -1.912896e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 144169 members 
Entering Unmasked Estep 
Score: -19128938.000000 Penalty: 5945.238281
	Iteration 62Q: 3 clusters Score -1.912894e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 144228 members 
Entering Unmasked Estep 
Score: -19128942.000000 Penalty: 5945.238281
	Iteration 63Q: 3 clusters Score -1.912894e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 144281 members 
Entering Unmasked Estep 
Score: -19128956.000000 Penalty: 5945.238281
	Iteration 64Q: 3 clusters Score -1.912896e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 144328 members 
Entering Unmasked Estep 
Score: -19128964.000000 Penalty: 5945.238281
	Iteration 65Q: 3 clusters Score -1.912896e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 144370 members 
Entering Unmasked Estep 
Score: -19128956.000000 Penalty: 5945.238281
	Iteration 66Q: 3 clusters Score -1.912896e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 144410 members 
Entering Unmasked Estep 
Score: -19128950.000000 Penalty: 5945.238281
	Iteration 67Q: 3 clusters Score -1.912895e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 144450 members 
Entering Unmasked Estep 
Score: -19128930.000000 Penalty: 5945.238281
	Iteration 68Q: 3 clusters Score -1.912893e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 144493 members 
Entering Unmasked Estep 
Score: -19128950.000000 Penalty: 5945.238281
	Iteration 69Q: 3 clusters Score -1.912895e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 144526 members 
Entering Unmasked Estep 
Score: -19128948.000000 Penalty: 5945.238281
	Iteration 70Q: 3 clusters Score -1.912895e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 144552 members 
Entering Unmasked Estep 
Score: -19128946.000000 Penalty: 5945.238281
	Iteration 71Q: 3 clusters Score -1.912895e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 144577 members 
Entering Unmasked Estep 
Score: -19128942.000000 Penalty: 5945.238281
	Iteration 72Q: 3 clusters Score -1.912894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 144604 members 
Entering Unmasked Estep 
Score: -19128940.000000 Penalty: 5945.238281
	Iteration 73Q: 3 clusters Score -1.912894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 144628 members 
Entering Unmasked Estep 
Score: -19128952.000000 Penalty: 5945.238281
	Iteration 74Q: 3 clusters Score -1.912895e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 144656 members 
Entering Unmasked Estep 
Score: -19128962.000000 Penalty: 5945.238281
	Iteration 75Q: 3 clusters Score -1.912896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 144678 members 
Entering Unmasked Estep 
Score: -19128966.000000 Penalty: 5945.238281
	Iteration 76Q: 3 clusters Score -1.912897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 144704 members 
Entering Unmasked Estep 
Score: -19128950.000000 Penalty: 5945.238281
	Iteration 77Q: 3 clusters Score -1.912895e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 144728 members 
Entering Unmasked Estep 
Score: -19128972.000000 Penalty: 5945.238281
	Iteration 78Q: 3 clusters Score -1.912897e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 144750 members 
Entering Unmasked Estep 
Score: -19128972.000000 Penalty: 5945.238281
	Iteration 79Q: 3 clusters Score -1.912897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 144771 members 
Entering Unmasked Estep 
Score: -19128970.000000 Penalty: 5945.238281
	Iteration 80F: 3 clusters Score -1.912897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 144798 members 
Entering Unmasked Estep 
Score: -19128962.000000 Penalty: 5945.238281
	Iteration 81Q: 3 clusters Score -1.912896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 144816 members 
Entering Unmasked Estep 
Score: -19128958.000000 Penalty: 5945.238281
	Iteration 82Q: 3 clusters Score -1.912896e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 144844 members 
Entering Unmasked Estep 
Score: -19128950.000000 Penalty: 5945.238281
	Iteration 83Q: 3 clusters Score -1.912895e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 144864 members 
Entering Unmasked Estep 
Score: -19128948.000000 Penalty: 5945.238281
	Iteration 84Q: 3 clusters Score -1.912895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 144875 members 
Entering Unmasked Estep 
Score: -19128966.000000 Penalty: 5945.238281
	Iteration 85Q: 3 clusters Score -1.912897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 144888 members 
Entering Unmasked Estep 
Score: -19128956.000000 Penalty: 5945.238281
	Iteration 86Q: 3 clusters Score -1.912896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 144894 members 
Entering Unmasked Estep 
Score: -19128956.000000 Penalty: 5945.238281
	Iteration 87Q: 3 clusters Score -1.912896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 144903 members 
Entering Unmasked Estep 
Score: -19128960.000000 Penalty: 5945.238281
	Iteration 88Q: 3 clusters Score -1.912896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 144910 members 
Entering Unmasked Estep 
Score: -19128952.000000 Penalty: 5945.238281
	Iteration 89Q: 3 clusters Score -1.912895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 144915 members 
Entering Unmasked Estep 
Score: -19128954.000000 Penalty: 5945.238281
	Iteration 90Q: 3 clusters Score -1.912895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 144925 members 
Entering Unmasked Estep 
Score: -19128946.000000 Penalty: 5945.238281
	Iteration 91Q: 3 clusters Score -1.912895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 144934 members 
Entering Unmasked Estep 
Score: -19128948.000000 Penalty: 5945.238281
	Iteration 92Q: 3 clusters Score -1.912895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 144940 members 
Entering Unmasked Estep 
Score: -19128950.000000 Penalty: 5945.238281
	Iteration 93Q: 3 clusters Score -1.912895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 144943 members 
Entering Unmasked Estep 
Score: -19128952.000000 Penalty: 5945.238281
	Iteration 94Q: 3 clusters Score -1.912895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 144950 members 
Entering Unmasked Estep 
Score: -19128938.000000 Penalty: 5945.238281
	Iteration 95Q: 3 clusters Score -1.912894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 144953 members 
Entering Unmasked Estep 
Score: -19128946.000000 Penalty: 5945.238281
	Iteration 96Q: 3 clusters Score -1.912895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 144956 members 
Entering Unmasked Estep 
Score: -19128958.000000 Penalty: 5945.238281
	Iteration 97Q: 3 clusters Score -1.912896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 144960 members 
Entering Unmasked Estep 
Score: -19128948.000000 Penalty: 5945.238281
	Iteration 98Q: 3 clusters Score -1.912895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 144964 members 
Entering Unmasked Estep 
Score: -19128942.000000 Penalty: 5945.238281
	Iteration 99Q: 3 clusters Score -1.912894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 144968 members 
Entering Unmasked Estep 
Score: -19128948.000000 Penalty: 5945.238281
	Iteration 100F: 3 clusters Score -1.912895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 144971 members 
Entering Unmasked Estep 
Score: -19128926.000000 Penalty: 5945.238281
	Iteration 101Q: 3 clusters Score -1.912893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 144972 members 
Entering Unmasked Estep 
Score: -19128926.000000 Penalty: 5945.238281
	Iteration 102Q: 3 clusters Score -1.912893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 144972 members 
Entering Unmasked Estep 
Score: -19128926.000000 Penalty: 5945.238281
	Iteration 103F: 3 clusters Score -1.912893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Entering Unmasked Estep 
Score: -2400801.250000 Penalty: 2462.115967
	Iteration 0F: 2 clusters Score -2400801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2386374.250000 Penalty: 4924.231934
	Iteration 0F: 3 clusters Score -2386374 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2391419.000000 Penalty: 4924.231934
	Iteration 1F: 3 clusters Score -2391419 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2391984.250000 Penalty: 4924.231934
	Iteration 2F: 3 clusters Score -2391984 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2392628.250000 Penalty: 4924.231934
	Iteration 3F: 3 clusters Score -2392628 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2393440.750000 Penalty: 4924.231934
	Iteration 4F: 3 clusters Score -2393441 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2394473.750000 Penalty: 4924.231934
	Iteration 5F: 3 clusters Score -2394474 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2395539.750000 Penalty: 4924.231934
	Iteration 6F: 3 clusters Score -2395540 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2396535.750000 Penalty: 4924.231934
	Iteration 7F: 3 clusters Score -2396536 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2397391.500000 Penalty: 4924.231934
	Iteration 8Q: 3 clusters Score -2397392 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2397946.000000 Penalty: 4924.231934
	Iteration 9Q: 3 clusters Score -2397946 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2398331.000000 Penalty: 4924.231934
	Iteration 10Q: 3 clusters Score -2398331 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2398578.000000 Penalty: 4924.231934
	Iteration 11Q: 3 clusters Score -2398578 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2398748.750000 Penalty: 4924.231934
	Iteration 12Q: 3 clusters Score -2398749 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2398849.750000 Penalty: 4924.231934
	Iteration 13Q: 3 clusters Score -2398850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2398919.250000 Penalty: 4924.231934
	Iteration 14Q: 3 clusters Score -2398919 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2398964.750000 Penalty: 4924.231934
	Iteration 15Q: 3 clusters Score -2398965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2398995.250000 Penalty: 4924.231934
	Iteration 16Q: 3 clusters Score -2398995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2399017.000000 Penalty: 4924.231934
	Iteration 17Q: 3 clusters Score -2399017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2399030.250000 Penalty: 4924.231934
	Iteration 18Q: 3 clusters Score -2399030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2399050.250000 Penalty: 4924.231934
	Iteration 19Q: 3 clusters Score -2399050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2399060.250000 Penalty: 4924.231934
	Iteration 20F: 3 clusters Score -2399060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2399072.250000 Penalty: 4924.231934
	Iteration 21Q: 3 clusters Score -2399072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2399077.000000 Penalty: 4924.231934
	Iteration 22Q: 3 clusters Score -2399077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2399081.000000 Penalty: 4924.231934
	Iteration 23Q: 3 clusters Score -2399081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2399080.500000 Penalty: 4924.231934
	Iteration 24Q: 3 clusters Score -2399080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2399084.000000 Penalty: 4924.231934
	Iteration 25Q: 3 clusters Score -2399084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2399087.500000 Penalty: 4924.231934
	Iteration 26Q: 3 clusters Score -2399088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2399087.750000 Penalty: 4924.231934
	Iteration 27Q: 3 clusters Score -2399088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2399087.750000 Penalty: 4924.231934
	Iteration 28F: 3 clusters Score -2399088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Entering Unmasked Estep 
Score: -2052790.375000 Penalty: 2422.963135
	Iteration 0F: 2 clusters Score -2052790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2040325.625000 Penalty: 4845.926270
	Iteration 0F: 3 clusters Score -2040326 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2044312.375000 Penalty: 4845.926270
	Iteration 1F: 3 clusters Score -2044312 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2044727.125000 Penalty: 4845.926270
	Iteration 2F: 3 clusters Score -2044727 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2045117.000000 Penalty: 4845.926270
	Iteration 3F: 3 clusters Score -2045117 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2045562.625000 Penalty: 4845.926270
	Iteration 4Q: 3 clusters Score -2045563 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2046109.250000 Penalty: 4845.926270
	Iteration 5F: 3 clusters Score -2046109 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2046766.500000 Penalty: 4845.926270
	Iteration 6F: 3 clusters Score -2046766 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2047505.250000 Penalty: 4845.926270
	Iteration 7F: 3 clusters Score -2047505 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2048342.500000 Penalty: 4845.926270
	Iteration 8F: 3 clusters Score -2048342 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2049165.250000 Penalty: 4845.926270
	Iteration 9F: 3 clusters Score -2049165 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2049804.000000 Penalty: 4845.926270
	Iteration 10Q: 3 clusters Score -2049804 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2050197.750000 Penalty: 4845.926270
	Iteration 11Q: 3 clusters Score -2050198 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2050455.750000 Penalty: 4845.926270
	Iteration 12Q: 3 clusters Score -2050456 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2050618.625000 Penalty: 4845.926270
	Iteration 13Q: 3 clusters Score -2050619 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2050730.875000 Penalty: 4845.926270
	Iteration 14Q: 3 clusters Score -2050731 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2050796.375000 Penalty: 4845.926270
	Iteration 15Q: 3 clusters Score -2050796 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2050851.000000 Penalty: 4845.926270
	Iteration 16Q: 3 clusters Score -2050851 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2050909.000000 Penalty: 4845.926270
	Iteration 17Q: 3 clusters Score -2050909 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2050952.875000 Penalty: 4845.926270
	Iteration 18Q: 3 clusters Score -2050953 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2050980.875000 Penalty: 4845.926270
	Iteration 19Q: 3 clusters Score -2050981 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2051014.500000 Penalty: 4845.926270
	Iteration 20F: 3 clusters Score -2051014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2051034.375000 Penalty: 4845.926270
	Iteration 21Q: 3 clusters Score -2051034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2051047.125000 Penalty: 4845.926270
	Iteration 22Q: 3 clusters Score -2051047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2051058.500000 Penalty: 4845.926270
	Iteration 23Q: 3 clusters Score -2051058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2051067.875000 Penalty: 4845.926270
	Iteration 24Q: 3 clusters Score -2051068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2051075.625000 Penalty: 4845.926270
	Iteration 25Q: 3 clusters Score -2051076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2051089.875000 Penalty: 4845.926270
	Iteration 26Q: 3 clusters Score -2051090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2051099.875000 Penalty: 4845.926270
	Iteration 27Q: 3 clusters Score -2051100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2051109.000000 Penalty: 4845.926270
	Iteration 28Q: 3 clusters Score -2051109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2051111.000000 Penalty: 4845.926270
	Iteration 29Q: 3 clusters Score -2051111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2051113.500000 Penalty: 4845.926270
	Iteration 30Q: 3 clusters Score -2051114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2051118.500000 Penalty: 4845.926270
	Iteration 31Q: 3 clusters Score -2051118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2051121.750000 Penalty: 4845.926270
	Iteration 32Q: 3 clusters Score -2051122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2051133.625000 Penalty: 4845.926270
	Iteration 33Q: 3 clusters Score -2051134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2051135.125000 Penalty: 4845.926270
	Iteration 34Q: 3 clusters Score -2051135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2051132.500000 Penalty: 4845.926270
	Iteration 35Q: 3 clusters Score -2051132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2051134.375000 Penalty: 4845.926270
	Iteration 36Q: 3 clusters Score -2051134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2051135.500000 Penalty: 4845.926270
	Iteration 37Q: 3 clusters Score -2051136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2051142.125000 Penalty: 4845.926270
	Iteration 38Q: 3 clusters Score -2051142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2051142.125000 Penalty: 4845.926270
	Iteration 39Q: 3 clusters Score -2051142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2051141.750000 Penalty: 4845.926270
	Iteration 40F: 3 clusters Score -2051142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2051140.750000 Penalty: 4845.926270
	Iteration 41Q: 3 clusters Score -2051141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2051140.625000 Penalty: 4845.926270
	Iteration 42Q: 3 clusters Score -2051141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2051142.000000 Penalty: 4845.926270
	Iteration 43Q: 3 clusters Score -2051142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2051142.625000 Penalty: 4845.926270
	Iteration 44Q: 3 clusters Score -2051143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2051141.000000 Penalty: 4845.926270
	Iteration 45Q: 3 clusters Score -2051141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2051141.000000 Penalty: 4845.926270
	Iteration 46F: 3 clusters Score -2051141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Entering Unmasked Estep 
Score: -558354.875000 Penalty: 2091.908447
	Iteration 0F: 2 clusters Score -558354.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -554084.062500 Penalty: 4183.816895
	Iteration 0F: 3 clusters Score -554084.1 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -555049.500000 Penalty: 4183.816895
	Iteration 1F: 3 clusters Score -555049.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -555233.750000 Penalty: 4183.816895
	Iteration 2F: 3 clusters Score -555233.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -555350.625000 Penalty: 4183.816895
	Iteration 3Q: 3 clusters Score -555350.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -555429.937500 Penalty: 4183.816895
	Iteration 4Q: 3 clusters Score -555429.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -555488.687500 Penalty: 4183.816895
	Iteration 5Q: 3 clusters Score -555488.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -555526.812500 Penalty: 4183.816895
	Iteration 6Q: 3 clusters Score -555526.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -555559.937500 Penalty: 4183.816895
	Iteration 7Q: 3 clusters Score -555559.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -555587.625000 Penalty: 4183.816895
	Iteration 8Q: 3 clusters Score -555587.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -555616.812500 Penalty: 4183.816895
	Iteration 9Q: 3 clusters Score -555616.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -555638.875000 Penalty: 4183.816895
	Iteration 10Q: 3 clusters Score -555638.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -555658.187500 Penalty: 4183.816895
	Iteration 11Q: 3 clusters Score -555658.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -555673.750000 Penalty: 4183.816895
	Iteration 12Q: 3 clusters Score -555673.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -555688.187500 Penalty: 4183.816895
	Iteration 13Q: 3 clusters Score -555688.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -555702.375000 Penalty: 4183.816895
	Iteration 14Q: 3 clusters Score -555702.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -555715.062500 Penalty: 4183.816895
	Iteration 15Q: 3 clusters Score -555715.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -555723.250000 Penalty: 4183.816895
	Iteration 16Q: 3 clusters Score -555723.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -555729.250000 Penalty: 4183.816895
	Iteration 17Q: 3 clusters Score -555729.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -555734.937500 Penalty: 4183.816895
	Iteration 18Q: 3 clusters Score -555734.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -555745.750000 Penalty: 4183.816895
	Iteration 19Q: 3 clusters Score -555745.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -555753.937500 Penalty: 4183.816895
	Iteration 20F: 3 clusters Score -555753.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -555760.437500 Penalty: 4183.816895
	Iteration 21Q: 3 clusters Score -555760.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -555764.000000 Penalty: 4183.816895
	Iteration 22Q: 3 clusters Score -555764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -555769.000000 Penalty: 4183.816895
	Iteration 23Q: 3 clusters Score -555769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -555773.000000 Penalty: 4183.816895
	Iteration 24Q: 3 clusters Score -555773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -555778.812500 Penalty: 4183.816895
	Iteration 25Q: 3 clusters Score -555778.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -555780.687500 Penalty: 4183.816895
	Iteration 26Q: 3 clusters Score -555780.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -555783.812500 Penalty: 4183.816895
	Iteration 27Q: 3 clusters Score -555783.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -555785.500000 Penalty: 4183.816895
	Iteration 28Q: 3 clusters Score -555785.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -555787.625000 Penalty: 4183.816895
	Iteration 29Q: 3 clusters Score -555787.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -555790.812500 Penalty: 4183.816895
	Iteration 30Q: 3 clusters Score -555790.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -555797.375000 Penalty: 4183.816895
	Iteration 31Q: 3 clusters Score -555797.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -555803.187500 Penalty: 4183.816895
	Iteration 32Q: 3 clusters Score -555803.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -555809.750000 Penalty: 4183.816895
	Iteration 33Q: 3 clusters Score -555809.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -555816.187500 Penalty: 4183.816895
	Iteration 34Q: 3 clusters Score -555816.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -555822.375000 Penalty: 4183.816895
	Iteration 35Q: 3 clusters Score -555822.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -555832.687500 Penalty: 4183.816895
	Iteration 36Q: 3 clusters Score -555832.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -555842.375000 Penalty: 4183.816895
	Iteration 37Q: 3 clusters Score -555842.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -555853.812500 Penalty: 4183.816895
	Iteration 38Q: 3 clusters Score -555853.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -555869.437500 Penalty: 4183.816895
	Iteration 39Q: 3 clusters Score -555869.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -555886.187500 Penalty: 4183.816895
	Iteration 40F: 3 clusters Score -555886.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -555900.562500 Penalty: 4183.816895
	Iteration 41Q: 3 clusters Score -555900.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -555917.625000 Penalty: 4183.816895
	Iteration 42Q: 3 clusters Score -555917.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -555940.625000 Penalty: 4183.816895
	Iteration 43Q: 3 clusters Score -555940.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -555964.562500 Penalty: 4183.816895
	Iteration 44Q: 3 clusters Score -555964.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -555985.375000 Penalty: 4183.816895
	Iteration 45Q: 3 clusters Score -555985.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -556002.812500 Penalty: 4183.816895
	Iteration 46Q: 3 clusters Score -556002.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -556015.562500 Penalty: 4183.816895
	Iteration 47Q: 3 clusters Score -556015.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -556032.812500 Penalty: 4183.816895
	Iteration 48Q: 3 clusters Score -556032.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -556051.312500 Penalty: 4183.816895
	Iteration 49Q: 3 clusters Score -556051.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -556068.812500 Penalty: 4183.816895
	Iteration 50Q: 3 clusters Score -556068.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -556092.187500 Penalty: 4183.816895
	Iteration 51Q: 3 clusters Score -556092.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -556112.375000 Penalty: 4183.816895
	Iteration 52Q: 3 clusters Score -556112.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -556134.625000 Penalty: 4183.816895
	Iteration 53Q: 3 clusters Score -556134.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -556169.000000 Penalty: 4183.816895
	Iteration 54Q: 3 clusters Score -556169 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -556207.937500 Penalty: 4183.816895
	Iteration 55Q: 3 clusters Score -556207.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -556251.625000 Penalty: 4183.816895
	Iteration 56Q: 3 clusters Score -556251.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -556283.375000 Penalty: 4183.816895
	Iteration 57Q: 3 clusters Score -556283.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -556302.437500 Penalty: 4183.816895
	Iteration 58Q: 3 clusters Score -556302.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -556328.375000 Penalty: 4183.816895
	Iteration 59Q: 3 clusters Score -556328.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -556352.562500 Penalty: 4183.816895
	Iteration 60F: 3 clusters Score -556352.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -556377.562500 Penalty: 4183.816895
	Iteration 61Q: 3 clusters Score -556377.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -556398.437500 Penalty: 4183.816895
	Iteration 62Q: 3 clusters Score -556398.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -556420.875000 Penalty: 4183.816895
	Iteration 63Q: 3 clusters Score -556420.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -556441.625000 Penalty: 4183.816895
	Iteration 64Q: 3 clusters Score -556441.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -556459.312500 Penalty: 4183.816895
	Iteration 65Q: 3 clusters Score -556459.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -556478.125000 Penalty: 4183.816895
	Iteration 66Q: 3 clusters Score -556478.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -556492.937500 Penalty: 4183.816895
	Iteration 67Q: 3 clusters Score -556492.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -556506.625000 Penalty: 4183.816895
	Iteration 68Q: 3 clusters Score -556506.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -556522.250000 Penalty: 4183.816895
	Iteration 69Q: 3 clusters Score -556522.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -556535.812500 Penalty: 4183.816895
	Iteration 70Q: 3 clusters Score -556535.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -556547.562500 Penalty: 4183.816895
	Iteration 71Q: 3 clusters Score -556547.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -556554.187500 Penalty: 4183.816895
	Iteration 72Q: 3 clusters Score -556554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -556556.687500 Penalty: 4183.816895
	Iteration 73Q: 3 clusters Score -556556.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -556561.875000 Penalty: 4183.816895
	Iteration 74Q: 3 clusters Score -556561.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -556568.250000 Penalty: 4183.816895
	Iteration 75Q: 3 clusters Score -556568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -556571.187500 Penalty: 4183.816895
	Iteration 76Q: 3 clusters Score -556571.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -556574.625000 Penalty: 4183.816895
	Iteration 77Q: 3 clusters Score -556574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -556574.625000 Penalty: 4183.816895
	Iteration 78F: 3 clusters Score -556574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -78016.023438 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -78016.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76319.585938 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -76319.59 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76789.976562 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -76789.98 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76958.679688 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -76958.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77078.164062 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -77078.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77180.179688 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -77180.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77218.539062 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -77218.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77239.726562 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -77239.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77252.148438 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -77252.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77256.250000 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -77256.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77259.234375 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -77259.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -77265.093750 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -77265.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77269.257812 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -77269.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77269.257812 Penalty: 3333.827148
	Iteration 12F: 3 clusters Score -77269.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Entering Unmasked Estep 
Score: -1084195.625000 Penalty: 2259.847168
	Iteration 0F: 2 clusters Score -1084196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1077102.125000 Penalty: 4519.694336
	Iteration 0F: 3 clusters Score -1077102 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1079084.125000 Penalty: 4519.694336
	Iteration 1F: 3 clusters Score -1079084 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1079365.500000 Penalty: 4519.694336
	Iteration 2F: 3 clusters Score -1079366 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1079545.375000 Penalty: 4519.694336
	Iteration 3Q: 3 clusters Score -1079545 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1079695.250000 Penalty: 4519.694336
	Iteration 4Q: 3 clusters Score -1079695 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1079811.000000 Penalty: 4519.694336
	Iteration 5Q: 3 clusters Score -1079811 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1079907.500000 Penalty: 4519.694336
	Iteration 6Q: 3 clusters Score -1079908 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1079989.250000 Penalty: 4519.694336
	Iteration 7Q: 3 clusters Score -1079989 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1080059.375000 Penalty: 4519.694336
	Iteration 8Q: 3 clusters Score -1080059 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1080132.500000 Penalty: 4519.694336
	Iteration 9Q: 3 clusters Score -1080132 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1080208.250000 Penalty: 4519.694336
	Iteration 10Q: 3 clusters Score -1080208 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1080275.500000 Penalty: 4519.694336
	Iteration 11Q: 3 clusters Score -1080276 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1080339.125000 Penalty: 4519.694336
	Iteration 12Q: 3 clusters Score -1080339 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1080409.500000 Penalty: 4519.694336
	Iteration 13Q: 3 clusters Score -1080410 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1080478.625000 Penalty: 4519.694336
	Iteration 14Q: 3 clusters Score -1080479 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1080561.000000 Penalty: 4519.694336
	Iteration 15Q: 3 clusters Score -1080561 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1080657.000000 Penalty: 4519.694336
	Iteration 16Q: 3 clusters Score -1080657 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1080753.625000 Penalty: 4519.694336
	Iteration 17Q: 3 clusters Score -1080754 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1080872.500000 Penalty: 4519.694336
	Iteration 18Q: 3 clusters Score -1080872 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1080985.250000 Penalty: 4519.694336
	Iteration 19Q: 3 clusters Score -1080985 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1081108.750000 Penalty: 4519.694336
	Iteration 20F: 3 clusters Score -1081109 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1081230.875000 Penalty: 4519.694336
	Iteration 21Q: 3 clusters Score -1081231 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1081374.500000 Penalty: 4519.694336
	Iteration 22Q: 3 clusters Score -1081374 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1081529.125000 Penalty: 4519.694336
	Iteration 23Q: 3 clusters Score -1081529 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1081659.500000 Penalty: 4519.694336
	Iteration 24Q: 3 clusters Score -1081660 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1081773.125000 Penalty: 4519.694336
	Iteration 25Q: 3 clusters Score -1081773 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1081868.375000 Penalty: 4519.694336
	Iteration 26Q: 3 clusters Score -1081868 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1081951.000000 Penalty: 4519.694336
	Iteration 27Q: 3 clusters Score -1081951 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1082019.250000 Penalty: 4519.694336
	Iteration 28Q: 3 clusters Score -1082019 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1082075.000000 Penalty: 4519.694336
	Iteration 29Q: 3 clusters Score -1082075 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1082114.000000 Penalty: 4519.694336
	Iteration 30Q: 3 clusters Score -1082114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1082138.000000 Penalty: 4519.694336
	Iteration 31Q: 3 clusters Score -1082138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1082169.125000 Penalty: 4519.694336
	Iteration 32Q: 3 clusters Score -1082169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1082191.375000 Penalty: 4519.694336
	Iteration 33Q: 3 clusters Score -1082191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1082207.500000 Penalty: 4519.694336
	Iteration 34Q: 3 clusters Score -1082208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1082218.875000 Penalty: 4519.694336
	Iteration 35Q: 3 clusters Score -1082219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1082226.875000 Penalty: 4519.694336
	Iteration 36Q: 3 clusters Score -1082227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1082236.000000 Penalty: 4519.694336
	Iteration 37Q: 3 clusters Score -1082236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1082241.625000 Penalty: 4519.694336
	Iteration 38Q: 3 clusters Score -1082242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1082245.875000 Penalty: 4519.694336
	Iteration 39Q: 3 clusters Score -1082246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1082247.125000 Penalty: 4519.694336
	Iteration 40F: 3 clusters Score -1082247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1082248.500000 Penalty: 4519.694336
	Iteration 41Q: 3 clusters Score -1082248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1082254.625000 Penalty: 4519.694336
	Iteration 42Q: 3 clusters Score -1082255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1082258.750000 Penalty: 4519.694336
	Iteration 43Q: 3 clusters Score -1082259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1082264.000000 Penalty: 4519.694336
	Iteration 44Q: 3 clusters Score -1082264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1082266.250000 Penalty: 4519.694336
	Iteration 45Q: 3 clusters Score -1082266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1082269.750000 Penalty: 4519.694336
	Iteration 46Q: 3 clusters Score -1082270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1082270.125000 Penalty: 4519.694336
	Iteration 47Q: 3 clusters Score -1082270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1082271.000000 Penalty: 4519.694336
	Iteration 48Q: 3 clusters Score -1082271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1082271.000000 Penalty: 4519.694336
	Iteration 49Q: 3 clusters Score -1082271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1082274.250000 Penalty: 4519.694336
	Iteration 50Q: 3 clusters Score -1082274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1082273.375000 Penalty: 4519.694336
	Iteration 51Q: 3 clusters Score -1082273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1082273.500000 Penalty: 4519.694336
	Iteration 52Q: 3 clusters Score -1082274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1082278.750000 Penalty: 4519.694336
	Iteration 53Q: 3 clusters Score -1082279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1082282.875000 Penalty: 4519.694336
	Iteration 54Q: 3 clusters Score -1082283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1082283.125000 Penalty: 4519.694336
	Iteration 55Q: 3 clusters Score -1082283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1082286.250000 Penalty: 4519.694336
	Iteration 56Q: 3 clusters Score -1082286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1082288.250000 Penalty: 4519.694336
	Iteration 57Q: 3 clusters Score -1082288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1082290.500000 Penalty: 4519.694336
	Iteration 58Q: 3 clusters Score -1082290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1082292.375000 Penalty: 4519.694336
	Iteration 59Q: 3 clusters Score -1082292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1082292.375000 Penalty: 4519.694336
	Iteration 60F: 3 clusters Score -1082292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 35768 members 
Mstep: Class 3 contains 12578 members 
Mstep: Class 4 contains 96083 members 
Mstep: Class 5 contains 18197 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 17488 members 
Mstep: Class 8 contains 3314 members 
Mstep: Class 9 contains 13130 members 
Mstep: Class 10 contains 148420 members 
Mstep: Class 11 contains 42536 members 
Mstep: Class 12 contains 39038 members 
Mstep: Class 13 contains 24415 members 
Mstep: Class 14 contains 34777 members 
Mstep: Class 15 contains 189370 members 
Mstep: Class 16 contains 60581 members 
Mstep: Class 17 contains 199533 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 151486 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160551 members 
Mstep: Class 24 contains 20494 members 
Mstep: Class 25 contains 17501 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156055328.000000 Penalty: 97997.882812
Iteration 279Q: 29 clusters Score -1.560553e+08 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 35758 members 
Mstep: Class 3 contains 12582 members 
Mstep: Class 4 contains 96091 members 
Mstep: Class 5 contains 18202 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17477 members 
Mstep: Class 8 contains 3310 members 
Mstep: Class 9 contains 13132 members 
Mstep: Class 10 contains 148393 members 
Mstep: Class 11 contains 42533 members 
Mstep: Class 12 contains 38287 members 
Mstep: Class 13 contains 24425 members 
Mstep: Class 14 contains 34746 members 
Mstep: Class 15 contains 190153 members 
Mstep: Class 16 contains 60569 members 
Mstep: Class 17 contains 199409 members 
Mstep: Class 18 contains 3441 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 151502 members 
Mstep: Class 21 contains 9160 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 160696 members 
Mstep: Class 24 contains 20497 members 
Mstep: Class 25 contains 17501 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156055520.000000 Penalty: 97997.882812
Iteration 280F: 29 clusters Score -1.560555e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 35751 members 
Mstep: Class 3 contains 12585 members 
Mstep: Class 4 contains 96099 members 
Mstep: Class 5 contains 18197 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 17466 members 
Mstep: Class 8 contains 3311 members 
Mstep: Class 9 contains 13140 members 
Mstep: Class 10 contains 148336 members 
Mstep: Class 11 contains 42531 members 
Mstep: Class 12 contains 37592 members 
Mstep: Class 13 contains 24461 members 
Mstep: Class 14 contains 34703 members 
Mstep: Class 15 contains 190963 members 
Mstep: Class 16 contains 60539 members 
Mstep: Class 17 contains 199258 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 151521 members 
Mstep: Class 21 contains 9161 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 160825 members 
Mstep: Class 24 contains 20497 members 
Mstep: Class 25 contains 17490 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056448.000000 Penalty: 97997.882812
Iteration 281Q: 29 clusters Score -1.560564e+08 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 35742 members 
Mstep: Class 3 contains 12594 members 
Mstep: Class 4 contains 96106 members 
Mstep: Class 5 contains 18194 members 
Mstep: Class 6 contains 10312 members 
Mstep: Class 7 contains 17451 members 
Mstep: Class 8 contains 3313 members 
Mstep: Class 9 contains 13153 members 
Mstep: Class 10 contains 148245 members 
Mstep: Class 11 contains 42521 members 
Mstep: Class 12 contains 36984 members 
Mstep: Class 13 contains 24485 members 
Mstep: Class 14 contains 34659 members 
Mstep: Class 15 contains 191787 members 
Mstep: Class 16 contains 60504 members 
Mstep: Class 17 contains 199096 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 151533 members 
Mstep: Class 21 contains 9163 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 160916 members 
Mstep: Class 24 contains 20495 members 
Mstep: Class 25 contains 17488 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057088.000000 Penalty: 97997.882812
Iteration 282Q: 29 clusters Score -1.560571e+08 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 35718 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 96105 members 
Mstep: Class 5 contains 18204 members 
Mstep: Class 6 contains 10313 members 
Mstep: Class 7 contains 17443 members 
Mstep: Class 8 contains 3313 members 
Mstep: Class 9 contains 13175 members 
Mstep: Class 10 contains 148155 members 
Mstep: Class 11 contains 42485 members 
Mstep: Class 12 contains 36483 members 
Mstep: Class 13 contains 24519 members 
Mstep: Class 14 contains 34624 members 
Mstep: Class 15 contains 192502 members 
Mstep: Class 16 contains 60474 members 
Mstep: Class 17 contains 198940 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 151549 members 
Mstep: Class 21 contains 9157 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 160987 members 
Mstep: Class 24 contains 20496 members 
Mstep: Class 25 contains 17480 members 
Mstep: Class 26 contains 4610 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057312.000000 Penalty: 97997.882812
Iteration 283Q: 29 clusters Score -1.560573e+08 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 35713 members 
Mstep: Class 3 contains 12615 members 
Mstep: Class 4 contains 96104 members 
Mstep: Class 5 contains 18202 members 
Mstep: Class 6 contains 10314 members 
Mstep: Class 7 contains 17428 members 
Mstep: Class 8 contains 3312 members 
Mstep: Class 9 contains 13181 members 
Mstep: Class 10 contains 148078 members 
Mstep: Class 11 contains 42460 members 
Mstep: Class 12 contains 36098 members 
Mstep: Class 13 contains 24544 members 
Mstep: Class 14 contains 34589 members 
Mstep: Class 15 contains 193136 members 
Mstep: Class 16 contains 60451 members 
Mstep: Class 17 contains 198784 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 151566 members 
Mstep: Class 21 contains 9155 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 161022 members 
Mstep: Class 24 contains 20502 members 
Mstep: Class 25 contains 17459 members 
Mstep: Class 26 contains 4611 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057824.000000 Penalty: 97997.882812
Iteration 284Q: 29 clusters Score -1.560578e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 35683 members 
Mstep: Class 3 contains 12639 members 
Mstep: Class 4 contains 96097 members 
Mstep: Class 5 contains 18200 members 
Mstep: Class 6 contains 10314 members 
Mstep: Class 7 contains 17403 members 
Mstep: Class 8 contains 3312 members 
Mstep: Class 9 contains 13180 members 
Mstep: Class 10 contains 148010 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 12 contains 35818 members 
Mstep: Class 13 contains 24575 members 
Mstep: Class 14 contains 34558 members 
Mstep: Class 15 contains 193682 members 
Mstep: Class 16 contains 60442 members 
Mstep: Class 17 contains 198628 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151585 members 
Mstep: Class 21 contains 9153 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 161058 members 
Mstep: Class 24 contains 20503 members 
Mstep: Class 25 contains 17440 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058432.000000 Penalty: 97997.882812
Iteration 285Q: 29 clusters Score -1.560584e+08 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 35665 members 
Mstep: Class 3 contains 12645 members 
Mstep: Class 4 contains 96097 members 
Mstep: Class 5 contains 18188 members 
Mstep: Class 6 contains 10314 members 
Mstep: Class 7 contains 17381 members 
Mstep: Class 8 contains 3313 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 147884 members 
Mstep: Class 11 contains 42410 members 
Mstep: Class 12 contains 35647 members 
Mstep: Class 13 contains 24619 members 
Mstep: Class 14 contains 34541 members 
Mstep: Class 15 contains 194115 members 
Mstep: Class 16 contains 60430 members 
Mstep: Class 17 contains 198482 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151622 members 
Mstep: Class 21 contains 9149 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 161098 members 
Mstep: Class 24 contains 20504 members 
Mstep: Class 25 contains 17414 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058272.000000 Penalty: 97997.882812
Iteration 286Q: 29 clusters Score -1.560583e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 35647 members 
Mstep: Class 3 contains 12652 members 
Mstep: Class 4 contains 96087 members 
Mstep: Class 5 contains 18176 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 17351 members 
Mstep: Class 8 contains 3310 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 147796 members 
Mstep: Class 11 contains 42365 members 
Mstep: Class 12 contains 35553 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 34530 members 
Mstep: Class 15 contains 194433 members 
Mstep: Class 16 contains 60415 members 
Mstep: Class 17 contains 198390 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151660 members 
Mstep: Class 21 contains 9143 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 161122 members 
Mstep: Class 24 contains 20508 members 
Mstep: Class 25 contains 17392 members 
Mstep: Class 26 contains 4617 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058240.000000 Penalty: 97997.882812
Iteration 287Q: 29 clusters Score -1.560582e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 35640 members 
Mstep: Class 3 contains 12660 members 
Mstep: Class 4 contains 96078 members 
Mstep: Class 5 contains 18173 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 17314 members 
Mstep: Class 8 contains 3309 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 147704 members 
Mstep: Class 11 contains 42337 members 
Mstep: Class 12 contains 35491 members 
Mstep: Class 13 contains 24704 members 
Mstep: Class 14 contains 34525 members 
Mstep: Class 15 contains 194702 members 
Mstep: Class 16 contains 60407 members 
Mstep: Class 17 contains 198357 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151651 members 
Mstep: Class 21 contains 9140 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 161123 members 
Mstep: Class 24 contains 20510 members 
Mstep: Class 25 contains 17372 members 
Mstep: Class 26 contains 4619 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058096.000000 Penalty: 97997.882812
Iteration 288Q: 29 clusters Score -1.560581e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 35641 members 
Mstep: Class 3 contains 12657 members 
Mstep: Class 4 contains 96073 members 
Mstep: Class 5 contains 18172 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 17281 members 
Mstep: Class 8 contains 3309 members 
Mstep: Class 9 contains 13203 members 
Mstep: Class 10 contains 147638 members 
Mstep: Class 11 contains 42322 members 
Mstep: Class 12 contains 35448 members 
Mstep: Class 13 contains 24743 members 
Mstep: Class 14 contains 34524 members 
Mstep: Class 15 contains 194914 members 
Mstep: Class 16 contains 60389 members 
Mstep: Class 17 contains 198306 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151671 members 
Mstep: Class 21 contains 9136 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 161090 members 
Mstep: Class 24 contains 20511 members 
Mstep: Class 25 contains 17351 members 
Mstep: Class 26 contains 4624 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058256.000000 Penalty: 97997.882812
Iteration 289Q: 29 clusters Score -1.560583e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 35641 members 
Mstep: Class 3 contains 12661 members 
Mstep: Class 4 contains 96068 members 
Mstep: Class 5 contains 18167 members 
Mstep: Class 6 contains 10313 members 
Mstep: Class 7 contains 17257 members 
Mstep: Class 8 contains 3309 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 147568 members 
Mstep: Class 11 contains 42309 members 
Mstep: Class 12 contains 35417 members 
Mstep: Class 13 contains 24774 members 
Mstep: Class 14 contains 34519 members 
Mstep: Class 15 contains 195055 members 
Mstep: Class 16 contains 60376 members 
Mstep: Class 17 contains 198283 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151704 members 
Mstep: Class 21 contains 9140 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 161072 members 
Mstep: Class 24 contains 20511 members 
Mstep: Class 25 contains 17338 members 
Mstep: Class 26 contains 4628 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058496.000000 Penalty: 97997.882812
Iteration 290Q: 29 clusters Score -1.560585e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 35637 members 
Mstep: Class 3 contains 12669 members 
Mstep: Class 4 contains 96067 members 
Mstep: Class 5 contains 18154 members 
Mstep: Class 6 contains 10312 members 
Mstep: Class 7 contains 17228 members 
Mstep: Class 8 contains 3309 members 
Mstep: Class 9 contains 13203 members 
Mstep: Class 10 contains 147485 members 
Mstep: Class 11 contains 42304 members 
Mstep: Class 12 contains 35413 members 
Mstep: Class 13 contains 24811 members 
Mstep: Class 14 contains 34517 members 
Mstep: Class 15 contains 195182 members 
Mstep: Class 16 contains 60362 members 
Mstep: Class 17 contains 198251 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151746 members 
Mstep: Class 21 contains 9136 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 161049 members 
Mstep: Class 24 contains 20512 members 
Mstep: Class 25 contains 17320 members 
Mstep: Class 26 contains 4634 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058368.000000 Penalty: 97997.882812
Iteration 291Q: 29 clusters Score -1.560584e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 35631 members 
Mstep: Class 3 contains 12676 members 
Mstep: Class 4 contains 96064 members 
Mstep: Class 5 contains 18147 members 
Mstep: Class 6 contains 10312 members 
Mstep: Class 7 contains 17197 members 
Mstep: Class 8 contains 3309 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 147404 members 
Mstep: Class 11 contains 42288 members 
Mstep: Class 12 contains 35398 members 
Mstep: Class 13 contains 24832 members 
Mstep: Class 14 contains 34518 members 
Mstep: Class 15 contains 195301 members 
Mstep: Class 16 contains 60343 members 
Mstep: Class 17 contains 198244 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151799 members 
Mstep: Class 21 contains 9133 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 161033 members 
Mstep: Class 24 contains 20511 members 
Mstep: Class 25 contains 17313 members 
Mstep: Class 26 contains 4644 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058272.000000 Penalty: 97997.882812
Iteration 292Q: 29 clusters Score -1.560583e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 35634 members 
Mstep: Class 3 contains 12674 members 
Mstep: Class 4 contains 96064 members 
Mstep: Class 5 contains 18136 members 
Mstep: Class 6 contains 10311 members 
Mstep: Class 7 contains 17169 members 
Mstep: Class 8 contains 3310 members 
Mstep: Class 9 contains 13208 members 
Mstep: Class 10 contains 147305 members 
Mstep: Class 11 contains 42275 members 
Mstep: Class 12 contains 35387 members 
Mstep: Class 13 contains 24857 members 
Mstep: Class 14 contains 34521 members 
Mstep: Class 15 contains 195400 members 
Mstep: Class 16 contains 60331 members 
Mstep: Class 17 contains 198218 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151861 members 
Mstep: Class 21 contains 9132 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 161038 members 
Mstep: Class 24 contains 20511 members 
Mstep: Class 25 contains 17304 members 
Mstep: Class 26 contains 4653 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058352.000000 Penalty: 97997.882812
Iteration 293Q: 29 clusters Score -1.560584e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 35635 members 
Mstep: Class 3 contains 12671 members 
Mstep: Class 4 contains 96066 members 
Mstep: Class 5 contains 18132 members 
Mstep: Class 6 contains 10311 members 
Mstep: Class 7 contains 17142 members 
Mstep: Class 8 contains 3311 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 147207 members 
Mstep: Class 11 contains 42264 members 
Mstep: Class 12 contains 35377 members 
Mstep: Class 13 contains 24873 members 
Mstep: Class 14 contains 34527 members 
Mstep: Class 15 contains 195506 members 
Mstep: Class 16 contains 60325 members 
Mstep: Class 17 contains 198195 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151922 members 
Mstep: Class 21 contains 9126 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 161036 members 
Mstep: Class 24 contains 20511 members 
Mstep: Class 25 contains 17297 members 
Mstep: Class 26 contains 4657 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058304.000000 Penalty: 97997.882812
Iteration 294Q: 29 clusters Score -1.560583e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 35644 members 
Mstep: Class 3 contains 12678 members 
Mstep: Class 4 contains 96060 members 
Mstep: Class 5 contains 18127 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 17116 members 
Mstep: Class 8 contains 3315 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 147103 members 
Mstep: Class 11 contains 42259 members 
Mstep: Class 12 contains 35384 members 
Mstep: Class 13 contains 24886 members 
Mstep: Class 14 contains 34527 members 
Mstep: Class 15 contains 195590 members 
Mstep: Class 16 contains 60313 members 
Mstep: Class 17 contains 198184 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151985 members 
Mstep: Class 21 contains 9121 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 161018 members 
Mstep: Class 24 contains 20510 members 
Mstep: Class 25 contains 17295 members 
Mstep: Class 26 contains 4663 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058304.000000 Penalty: 97997.882812
Iteration 295Q: 29 clusters Score -1.560583e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 35641 members 
Mstep: Class 3 contains 12684 members 
Mstep: Class 4 contains 96046 members 
Mstep: Class 5 contains 18110 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 17095 members 
Mstep: Class 8 contains 3315 members 
Mstep: Class 9 contains 13211 members 
Mstep: Class 10 contains 147026 members 
Mstep: Class 11 contains 42256 members 
Mstep: Class 12 contains 35399 members 
Mstep: Class 13 contains 24895 members 
Mstep: Class 14 contains 34528 members 
Mstep: Class 15 contains 195653 members 
Mstep: Class 16 contains 60297 members 
Mstep: Class 17 contains 198187 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 152040 members 
Mstep: Class 21 contains 9119 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 161002 members 
Mstep: Class 24 contains 20510 members 
Mstep: Class 25 contains 17297 members 
Mstep: Class 26 contains 4674 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058256.000000 Penalty: 97997.882812
Iteration 296Q: 29 clusters Score -1.560583e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 35642 members 
Mstep: Class 3 contains 12689 members 
Mstep: Class 4 contains 96042 members 
Mstep: Class 5 contains 18097 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 17074 members 
Mstep: Class 8 contains 3316 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 146959 members 
Mstep: Class 11 contains 42242 members 
Mstep: Class 12 contains 35430 members 
Mstep: Class 13 contains 24912 members 
Mstep: Class 14 contains 34528 members 
Mstep: Class 15 contains 195708 members 
Mstep: Class 16 contains 60290 members 
Mstep: Class 17 contains 198194 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152073 members 
Mstep: Class 21 contains 9118 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160984 members 
Mstep: Class 24 contains 20508 members 
Mstep: Class 25 contains 17294 members 
Mstep: Class 26 contains 4679 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058096.000000 Penalty: 97997.882812
Iteration 297Q: 29 clusters Score -1.560581e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 35646 members 
Mstep: Class 3 contains 12695 members 
Mstep: Class 4 contains 96038 members 
Mstep: Class 5 contains 18080 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 17043 members 
Mstep: Class 8 contains 3318 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 146891 members 
Mstep: Class 11 contains 42229 members 
Mstep: Class 12 contains 35480 members 
Mstep: Class 13 contains 24920 members 
Mstep: Class 14 contains 34524 members 
Mstep: Class 15 contains 195756 members 
Mstep: Class 16 contains 60287 members 
Mstep: Class 17 contains 198197 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152114 members 
Mstep: Class 21 contains 9118 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160960 members 
Mstep: Class 24 contains 20506 members 
Mstep: Class 25 contains 17293 members 
Mstep: Class 26 contains 4681 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057904.000000 Penalty: 97997.882812
Iteration 298Q: 29 clusters Score -1.560579e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 35648 members 
Mstep: Class 3 contains 12700 members 
Mstep: Class 4 contains 96033 members 
Mstep: Class 5 contains 18061 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 17011 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13209 members 
Mstep: Class 10 contains 146843 members 
Mstep: Class 11 contains 42226 members 
Mstep: Class 12 contains 35529 members 
Mstep: Class 13 contains 24929 members 
Mstep: Class 14 contains 34519 members 
Mstep: Class 15 contains 195781 members 
Mstep: Class 16 contains 60284 members 
Mstep: Class 17 contains 198207 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152156 members 
Mstep: Class 21 contains 9118 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160938 members 
Mstep: Class 24 contains 20505 members 
Mstep: Class 25 contains 17287 members 
Mstep: Class 26 contains 4682 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057984.000000 Penalty: 97997.882812
Iteration 299Q: 29 clusters Score -1.56058e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 35652 members 
Mstep: Class 3 contains 12704 members 
Mstep: Class 4 contains 96031 members 
Mstep: Class 5 contains 18044 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 16986 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13208 members 
Mstep: Class 10 contains 146795 members 
Mstep: Class 11 contains 42221 members 
Mstep: Class 12 contains 35563 members 
Mstep: Class 13 contains 24936 members 
Mstep: Class 14 contains 34521 members 
Mstep: Class 15 contains 195810 members 
Mstep: Class 16 contains 60279 members 
Mstep: Class 17 contains 198223 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152187 members 
Mstep: Class 21 contains 9116 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160920 members 
Mstep: Class 24 contains 20505 members 
Mstep: Class 25 contains 17279 members 
Mstep: Class 26 contains 4685 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057760.000000 Penalty: 97997.882812
Iteration 300F: 29 clusters Score -1.560578e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 35656 members 
Mstep: Class 3 contains 12710 members 
Mstep: Class 4 contains 96028 members 
Mstep: Class 5 contains 18026 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 16974 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13211 members 
Mstep: Class 10 contains 146751 members 
Mstep: Class 11 contains 42218 members 
Mstep: Class 12 contains 35600 members 
Mstep: Class 13 contains 24942 members 
Mstep: Class 14 contains 34518 members 
Mstep: Class 15 contains 195836 members 
Mstep: Class 16 contains 60276 members 
Mstep: Class 17 contains 198235 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152217 members 
Mstep: Class 21 contains 9113 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160891 members 
Mstep: Class 24 contains 20505 members 
Mstep: Class 25 contains 17271 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057744.000000 Penalty: 97997.882812
Iteration 301Q: 29 clusters Score -1.560577e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 35660 members 
Mstep: Class 3 contains 12715 members 
Mstep: Class 4 contains 96030 members 
Mstep: Class 5 contains 18007 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 16958 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 146704 members 
Mstep: Class 11 contains 42213 members 
Mstep: Class 12 contains 35624 members 
Mstep: Class 13 contains 24947 members 
Mstep: Class 14 contains 34511 members 
Mstep: Class 15 contains 195877 members 
Mstep: Class 16 contains 60269 members 
Mstep: Class 17 contains 198262 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152248 members 
Mstep: Class 21 contains 9115 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160867 members 
Mstep: Class 24 contains 20505 members 
Mstep: Class 25 contains 17260 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057888.000000 Penalty: 97997.882812
Iteration 302Q: 29 clusters Score -1.560579e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 35669 members 
Mstep: Class 3 contains 12718 members 
Mstep: Class 4 contains 96030 members 
Mstep: Class 5 contains 17992 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 16941 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 146673 members 
Mstep: Class 11 contains 42216 members 
Mstep: Class 12 contains 35636 members 
Mstep: Class 13 contains 24951 members 
Mstep: Class 14 contains 34505 members 
Mstep: Class 15 contains 195912 members 
Mstep: Class 16 contains 60264 members 
Mstep: Class 17 contains 198289 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152265 members 
Mstep: Class 21 contains 9117 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160845 members 
Mstep: Class 24 contains 20504 members 
Mstep: Class 25 contains 17250 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057824.000000 Penalty: 97997.882812
Iteration 303Q: 29 clusters Score -1.560578e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 35676 members 
Mstep: Class 3 contains 12721 members 
Mstep: Class 4 contains 96028 members 
Mstep: Class 5 contains 17986 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 16934 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13206 members 
Mstep: Class 10 contains 146651 members 
Mstep: Class 11 contains 42212 members 
Mstep: Class 12 contains 35646 members 
Mstep: Class 13 contains 24956 members 
Mstep: Class 14 contains 34507 members 
Mstep: Class 15 contains 195930 members 
Mstep: Class 16 contains 60267 members 
Mstep: Class 17 contains 198288 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152295 members 
Mstep: Class 21 contains 9118 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160824 members 
Mstep: Class 24 contains 20506 members 
Mstep: Class 25 contains 17237 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057888.000000 Penalty: 97997.882812
Iteration 304Q: 29 clusters Score -1.560579e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 35681 members 
Mstep: Class 3 contains 12723 members 
Mstep: Class 4 contains 96026 members 
Mstep: Class 5 contains 17986 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 146628 members 
Mstep: Class 11 contains 42209 members 
Mstep: Class 12 contains 35654 members 
Mstep: Class 13 contains 24961 members 
Mstep: Class 14 contains 34510 members 
Mstep: Class 15 contains 195938 members 
Mstep: Class 16 contains 60269 members 
Mstep: Class 17 contains 198301 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152316 members 
Mstep: Class 21 contains 9121 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160810 members 
Mstep: Class 24 contains 20505 members 
Mstep: Class 25 contains 17231 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058016.000000 Penalty: 97997.882812
Iteration 305Q: 29 clusters Score -1.56058e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 35688 members 
Mstep: Class 3 contains 12726 members 
Mstep: Class 4 contains 96026 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 16908 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13206 members 
Mstep: Class 10 contains 146607 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 35668 members 
Mstep: Class 13 contains 24964 members 
Mstep: Class 14 contains 34509 members 
Mstep: Class 15 contains 195939 members 
Mstep: Class 16 contains 60273 members 
Mstep: Class 17 contains 198315 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152321 members 
Mstep: Class 21 contains 9121 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160795 members 
Mstep: Class 24 contains 20504 members 
Mstep: Class 25 contains 17227 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057904.000000 Penalty: 97997.882812
Iteration 306Q: 29 clusters Score -1.560579e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 35693 members 
Mstep: Class 3 contains 12729 members 
Mstep: Class 4 contains 96025 members 
Mstep: Class 5 contains 17980 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 16893 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 146587 members 
Mstep: Class 11 contains 42209 members 
Mstep: Class 12 contains 35676 members 
Mstep: Class 13 contains 24965 members 
Mstep: Class 14 contains 34507 members 
Mstep: Class 15 contains 195937 members 
Mstep: Class 16 contains 60274 members 
Mstep: Class 17 contains 198337 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152333 members 
Mstep: Class 21 contains 9118 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160793 members 
Mstep: Class 24 contains 20504 members 
Mstep: Class 25 contains 17226 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057888.000000 Penalty: 97997.882812
Iteration 307Q: 29 clusters Score -1.560579e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 35695 members 
Mstep: Class 3 contains 12730 members 
Mstep: Class 4 contains 96025 members 
Mstep: Class 5 contains 17976 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 16876 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 146572 members 
Mstep: Class 11 contains 42210 members 
Mstep: Class 12 contains 35682 members 
Mstep: Class 13 contains 24972 members 
Mstep: Class 14 contains 34508 members 
Mstep: Class 15 contains 195935 members 
Mstep: Class 16 contains 60275 members 
Mstep: Class 17 contains 198354 members 
Mstep: Class 18 contains 3441 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152340 members 
Mstep: Class 21 contains 9116 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160793 members 
Mstep: Class 24 contains 20505 members 
Mstep: Class 25 contains 17223 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058016.000000 Penalty: 97997.882812
Iteration 308Q: 29 clusters Score -1.56058e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 35700 members 
Mstep: Class 3 contains 12730 members 
Mstep: Class 4 contains 96024 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 16865 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 146561 members 
Mstep: Class 11 contains 42214 members 
Mstep: Class 12 contains 35691 members 
Mstep: Class 13 contains 24974 members 
Mstep: Class 14 contains 34507 members 
Mstep: Class 15 contains 195936 members 
Mstep: Class 16 contains 60272 members 
Mstep: Class 17 contains 198367 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152345 members 
Mstep: Class 21 contains 9115 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160787 members 
Mstep: Class 24 contains 20505 members 
Mstep: Class 25 contains 17220 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058032.000000 Penalty: 97997.882812
Iteration 309Q: 29 clusters Score -1.56058e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 35701 members 
Mstep: Class 3 contains 12733 members 
Mstep: Class 4 contains 96021 members 
Mstep: Class 5 contains 17971 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 16854 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 146555 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 35703 members 
Mstep: Class 13 contains 24977 members 
Mstep: Class 14 contains 34506 members 
Mstep: Class 15 contains 195935 members 
Mstep: Class 16 contains 60271 members 
Mstep: Class 17 contains 198391 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152342 members 
Mstep: Class 21 contains 9114 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160781 members 
Mstep: Class 24 contains 20503 members 
Mstep: Class 25 contains 17219 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058048.000000 Penalty: 97997.882812
Iteration 310Q: 29 clusters Score -1.56058e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 35705 members 
Mstep: Class 3 contains 12733 members 
Mstep: Class 4 contains 96021 members 
Mstep: Class 5 contains 17970 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 16847 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 146534 members 
Mstep: Class 11 contains 42210 members 
Mstep: Class 12 contains 35710 members 
Mstep: Class 13 contains 24979 members 
Mstep: Class 14 contains 34506 members 
Mstep: Class 15 contains 195929 members 
Mstep: Class 16 contains 60269 members 
Mstep: Class 17 contains 198412 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152353 members 
Mstep: Class 21 contains 9114 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160777 members 
Mstep: Class 24 contains 20502 members 
Mstep: Class 25 contains 17217 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058144.000000 Penalty: 97997.882812
Iteration 311Q: 29 clusters Score -1.560581e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 35704 members 
Mstep: Class 3 contains 12736 members 
Mstep: Class 4 contains 96020 members 
Mstep: Class 5 contains 17970 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 16836 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 146528 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 35716 members 
Mstep: Class 13 contains 24979 members 
Mstep: Class 14 contains 34500 members 
Mstep: Class 15 contains 195926 members 
Mstep: Class 16 contains 60270 members 
Mstep: Class 17 contains 198435 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152361 members 
Mstep: Class 21 contains 9114 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160770 members 
Mstep: Class 24 contains 20502 members 
Mstep: Class 25 contains 17216 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057952.000000 Penalty: 97997.882812
Iteration 312Q: 29 clusters Score -1.56058e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 35707 members 
Mstep: Class 3 contains 12738 members 
Mstep: Class 4 contains 96019 members 
Mstep: Class 5 contains 17969 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 16828 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 146518 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 35716 members 
Mstep: Class 13 contains 24979 members 
Mstep: Class 14 contains 34499 members 
Mstep: Class 15 contains 195926 members 
Mstep: Class 16 contains 60270 members 
Mstep: Class 17 contains 198460 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152365 members 
Mstep: Class 21 contains 9115 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160759 members 
Mstep: Class 24 contains 20502 members 
Mstep: Class 25 contains 17213 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057952.000000 Penalty: 97997.882812
Iteration 313Q: 29 clusters Score -1.56058e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 35708 members 
Mstep: Class 3 contains 12739 members 
Mstep: Class 4 contains 96017 members 
Mstep: Class 5 contains 17970 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 16822 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 146506 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 35717 members 
Mstep: Class 13 contains 24980 members 
Mstep: Class 14 contains 34497 members 
Mstep: Class 15 contains 195926 members 
Mstep: Class 16 contains 60268 members 
Mstep: Class 17 contains 198474 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152380 members 
Mstep: Class 21 contains 9115 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160754 members 
Mstep: Class 24 contains 20502 members 
Mstep: Class 25 contains 17210 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058032.000000 Penalty: 97997.882812
Iteration 314Q: 29 clusters Score -1.56058e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 35711 members 
Mstep: Class 3 contains 12739 members 
Mstep: Class 4 contains 96016 members 
Mstep: Class 5 contains 17972 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 16810 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 146488 members 
Mstep: Class 11 contains 42203 members 
Mstep: Class 12 contains 35721 members 
Mstep: Class 13 contains 24983 members 
Mstep: Class 14 contains 34497 members 
Mstep: Class 15 contains 195933 members 
Mstep: Class 16 contains 60269 members 
Mstep: Class 17 contains 198484 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152387 members 
Mstep: Class 21 contains 9114 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160754 members 
Mstep: Class 24 contains 20502 members 
Mstep: Class 25 contains 17208 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057984.000000 Penalty: 97997.882812
Iteration 315Q: 29 clusters Score -1.56058e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 35716 members 
Mstep: Class 3 contains 12739 members 
Mstep: Class 4 contains 96016 members 
Mstep: Class 5 contains 17973 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 16800 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13201 members 
Mstep: Class 10 contains 146478 members 
Mstep: Class 11 contains 42205 members 
Mstep: Class 12 contains 35720 members 
Mstep: Class 13 contains 24984 members 
Mstep: Class 14 contains 34497 members 
Mstep: Class 15 contains 195935 members 
Mstep: Class 16 contains 60270 members 
Mstep: Class 17 contains 198488 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152403 members 
Mstep: Class 21 contains 9114 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160748 members 
Mstep: Class 24 contains 20501 members 
Mstep: Class 25 contains 17204 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057840.000000 Penalty: 97997.882812
Iteration 316Q: 29 clusters Score -1.560578e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 35717 members 
Mstep: Class 3 contains 12739 members 
Mstep: Class 4 contains 96014 members 
Mstep: Class 5 contains 17971 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 16788 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13201 members 
Mstep: Class 10 contains 146464 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 35719 members 
Mstep: Class 13 contains 24985 members 
Mstep: Class 14 contains 34495 members 
Mstep: Class 15 contains 195938 members 
Mstep: Class 16 contains 60269 members 
Mstep: Class 17 contains 198501 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152431 members 
Mstep: Class 21 contains 9114 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160740 members 
Mstep: Class 24 contains 20500 members 
Mstep: Class 25 contains 17200 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057952.000000 Penalty: 97997.882812
Iteration 317Q: 29 clusters Score -1.56058e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 35715 members 
Mstep: Class 3 contains 12740 members 
Mstep: Class 4 contains 96015 members 
Mstep: Class 5 contains 17969 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13201 members 
Mstep: Class 10 contains 146435 members 
Mstep: Class 11 contains 42203 members 
Mstep: Class 12 contains 35721 members 
Mstep: Class 13 contains 24987 members 
Mstep: Class 14 contains 34495 members 
Mstep: Class 15 contains 195946 members 
Mstep: Class 16 contains 60266 members 
Mstep: Class 17 contains 198517 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152452 members 
Mstep: Class 21 contains 9114 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160735 members 
Mstep: Class 24 contains 20500 members 
Mstep: Class 25 contains 17200 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156058208.000000 Penalty: 97997.882812
Iteration 318Q: 29 clusters Score -1.560582e+08 nChanged 108
Entering ConstructFrom: 
Score: -156058208.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (13916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Entering Unmasked Estep 
Score: -1627548.375000 Penalty: 2366.116943
	Iteration 0F: 2 clusters Score -1627548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1617406.500000 Penalty: 4732.233887
	Iteration 0F: 3 clusters Score -1617406 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1620958.750000 Penalty: 4732.233887
	Iteration 1F: 3 clusters Score -1620959 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1621507.875000 Penalty: 4732.233887
	Iteration 2F: 3 clusters Score -1621508 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1621926.000000 Penalty: 4732.233887
	Iteration 3F: 3 clusters Score -1621926 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1622264.875000 Penalty: 4732.233887
	Iteration 4F: 3 clusters Score -1622265 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1622581.375000 Penalty: 4732.233887
	Iteration 5Q: 3 clusters Score -1622581 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1622873.000000 Penalty: 4732.233887
	Iteration 6Q: 3 clusters Score -1622873 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1623183.625000 Penalty: 4732.233887
	Iteration 7Q: 3 clusters Score -1623184 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1623495.250000 Penalty: 4732.233887
	Iteration 8Q: 3 clusters Score -1623495 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1623779.125000 Penalty: 4732.233887
	Iteration 9Q: 3 clusters Score -1623779 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1624031.750000 Penalty: 4732.233887
	Iteration 10Q: 3 clusters Score -1624032 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1624213.250000 Penalty: 4732.233887
	Iteration 11Q: 3 clusters Score -1624213 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1624385.125000 Penalty: 4732.233887
	Iteration 12Q: 3 clusters Score -1624385 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1624534.250000 Penalty: 4732.233887
	Iteration 13Q: 3 clusters Score -1624534 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1624662.750000 Penalty: 4732.233887
	Iteration 14Q: 3 clusters Score -1624663 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1624776.625000 Penalty: 4732.233887
	Iteration 15Q: 3 clusters Score -1624777 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1624881.250000 Penalty: 4732.233887
	Iteration 16Q: 3 clusters Score -1624881 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1624982.125000 Penalty: 4732.233887
	Iteration 17Q: 3 clusters Score -1624982 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1625079.250000 Penalty: 4732.233887
	Iteration 18Q: 3 clusters Score -1625079 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1625162.375000 Penalty: 4732.233887
	Iteration 19Q: 3 clusters Score -1625162 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1625225.375000 Penalty: 4732.233887
	Iteration 20F: 3 clusters Score -1625225 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1625292.875000 Penalty: 4732.233887
	Iteration 21Q: 3 clusters Score -1625293 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1625355.125000 Penalty: 4732.233887
	Iteration 22Q: 3 clusters Score -1625355 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1625415.875000 Penalty: 4732.233887
	Iteration 23Q: 3 clusters Score -1625416 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1625475.125000 Penalty: 4732.233887
	Iteration 24Q: 3 clusters Score -1625475 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1625515.000000 Penalty: 4732.233887
	Iteration 25Q: 3 clusters Score -1625515 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1625557.250000 Penalty: 4732.233887
	Iteration 26Q: 3 clusters Score -1625557 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1625606.250000 Penalty: 4732.233887
	Iteration 27Q: 3 clusters Score -1625606 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1625665.000000 Penalty: 4732.233887
	Iteration 28Q: 3 clusters Score -1625665 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1625717.625000 Penalty: 4732.233887
	Iteration 29Q: 3 clusters Score -1625718 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1625765.875000 Penalty: 4732.233887
	Iteration 30Q: 3 clusters Score -1625766 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1625800.375000 Penalty: 4732.233887
	Iteration 31Q: 3 clusters Score -1625800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1625825.750000 Penalty: 4732.233887
	Iteration 32Q: 3 clusters Score -1625826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1625845.875000 Penalty: 4732.233887
	Iteration 33Q: 3 clusters Score -1625846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1625875.250000 Penalty: 4732.233887
	Iteration 34Q: 3 clusters Score -1625875 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1625903.625000 Penalty: 4732.233887
	Iteration 35Q: 3 clusters Score -1625904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1625933.250000 Penalty: 4732.233887
	Iteration 36Q: 3 clusters Score -1625933 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1625966.500000 Penalty: 4732.233887
	Iteration 37Q: 3 clusters Score -1625966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1625993.500000 Penalty: 4732.233887
	Iteration 38Q: 3 clusters Score -1625994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1626014.750000 Penalty: 4732.233887
	Iteration 39Q: 3 clusters Score -1626015 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1626034.625000 Penalty: 4732.233887
	Iteration 40F: 3 clusters Score -1626035 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1626050.250000 Penalty: 4732.233887
	Iteration 41Q: 3 clusters Score -1626050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1626067.875000 Penalty: 4732.233887
	Iteration 42Q: 3 clusters Score -1626068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1626078.625000 Penalty: 4732.233887
	Iteration 43Q: 3 clusters Score -1626079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1626079.875000 Penalty: 4732.233887
	Iteration 44Q: 3 clusters Score -1626080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1626090.375000 Penalty: 4732.233887
	Iteration 45Q: 3 clusters Score -1626090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1626094.000000 Penalty: 4732.233887
	Iteration 46Q: 3 clusters Score -1626094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1626097.125000 Penalty: 4732.233887
	Iteration 47Q: 3 clusters Score -1626097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1626099.500000 Penalty: 4732.233887
	Iteration 48Q: 3 clusters Score -1626100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1626102.250000 Penalty: 4732.233887
	Iteration 49Q: 3 clusters Score -1626102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1626107.625000 Penalty: 4732.233887
	Iteration 50Q: 3 clusters Score -1626108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1626111.000000 Penalty: 4732.233887
	Iteration 51Q: 3 clusters Score -1626111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1626111.125000 Penalty: 4732.233887
	Iteration 52Q: 3 clusters Score -1626111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1626113.375000 Penalty: 4732.233887
	Iteration 53Q: 3 clusters Score -1626113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1626114.500000 Penalty: 4732.233887
	Iteration 54Q: 3 clusters Score -1626114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1626116.875000 Penalty: 4732.233887
	Iteration 55Q: 3 clusters Score -1626117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1626117.000000 Penalty: 4732.233887
	Iteration 56Q: 3 clusters Score -1626117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1626122.375000 Penalty: 4732.233887
	Iteration 57Q: 3 clusters Score -1626122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1626123.375000 Penalty: 4732.233887
	Iteration 58Q: 3 clusters Score -1626123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1626124.625000 Penalty: 4732.233887
	Iteration 59Q: 3 clusters Score -1626125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1626124.125000 Penalty: 4732.233887
	Iteration 60F: 3 clusters Score -1626124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1626123.500000 Penalty: 4732.233887
	Iteration 61Q: 3 clusters Score -1626124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1626122.750000 Penalty: 4732.233887
	Iteration 62Q: 3 clusters Score -1626123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1626123.875000 Penalty: 4732.233887
	Iteration 63Q: 3 clusters Score -1626124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1626126.250000 Penalty: 4732.233887
	Iteration 64Q: 3 clusters Score -1626126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1626125.750000 Penalty: 4732.233887
	Iteration 65Q: 3 clusters Score -1626126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1626128.750000 Penalty: 4732.233887
	Iteration 66Q: 3 clusters Score -1626129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1626127.875000 Penalty: 4732.233887
	Iteration 67Q: 3 clusters Score -1626128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1626127.875000 Penalty: 4732.233887
	Iteration 68Q: 3 clusters Score -1626128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1626127.875000 Penalty: 4732.233887
	Iteration 69F: 3 clusters Score -1626128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Entering Unmasked Estep 
Score: -4275068.500000 Penalty: 2599.857910
	Iteration 0F: 2 clusters Score -4275068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -4250814.000000 Penalty: 5199.715820
	Iteration 0F: 3 clusters Score -4250814 nChanged 16218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4259842.000000 Penalty: 5199.715820
	Iteration 1F: 3 clusters Score -4259842 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -4260581.500000 Penalty: 5199.715820
	Iteration 2Q: 3 clusters Score -4260582 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -4261493.000000 Penalty: 5199.715820
	Iteration 3F: 3 clusters Score -4261493 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -4262563.000000 Penalty: 5199.715820
	Iteration 4F: 3 clusters Score -4262563 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4263671.000000 Penalty: 5199.715820
	Iteration 5F: 3 clusters Score -4263671 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -4264906.500000 Penalty: 5199.715820
	Iteration 6F: 3 clusters Score -4264906 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4266089.500000 Penalty: 5199.715820
	Iteration 7F: 3 clusters Score -4266090 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -4267098.500000 Penalty: 5199.715820
	Iteration 8F: 3 clusters Score -4267098 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4267794.000000 Penalty: 5199.715820
	Iteration 9Q: 3 clusters Score -4267794 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -4268348.000000 Penalty: 5199.715820
	Iteration 10Q: 3 clusters Score -4268348 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -4268791.500000 Penalty: 5199.715820
	Iteration 11Q: 3 clusters Score -4268792 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -4269083.500000 Penalty: 5199.715820
	Iteration 12Q: 3 clusters Score -4269084 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -4269285.000000 Penalty: 5199.715820
	Iteration 13Q: 3 clusters Score -4269285 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -4269465.500000 Penalty: 5199.715820
	Iteration 14Q: 3 clusters Score -4269466 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4269587.500000 Penalty: 5199.715820
	Iteration 15Q: 3 clusters Score -4269588 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -4269678.000000 Penalty: 5199.715820
	Iteration 16Q: 3 clusters Score -4269678 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -4269777.000000 Penalty: 5199.715820
	Iteration 17Q: 3 clusters Score -4269777 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -4269881.500000 Penalty: 5199.715820
	Iteration 18Q: 3 clusters Score -4269882 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -4270013.000000 Penalty: 5199.715820
	Iteration 19Q: 3 clusters Score -4270013 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -4270121.000000 Penalty: 5199.715820
	Iteration 20F: 3 clusters Score -4270121 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -4270234.000000 Penalty: 5199.715820
	Iteration 21Q: 3 clusters Score -4270234 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -4270365.000000 Penalty: 5199.715820
	Iteration 22Q: 3 clusters Score -4270365 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -4270472.000000 Penalty: 5199.715820
	Iteration 23Q: 3 clusters Score -4270472 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -4270586.500000 Penalty: 5199.715820
	Iteration 24Q: 3 clusters Score -4270586 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -4270716.000000 Penalty: 5199.715820
	Iteration 25Q: 3 clusters Score -4270716 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -4270834.500000 Penalty: 5199.715820
	Iteration 26Q: 3 clusters Score -4270834 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -4270968.000000 Penalty: 5199.715820
	Iteration 27Q: 3 clusters Score -4270968 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -4271100.000000 Penalty: 5199.715820
	Iteration 28Q: 3 clusters Score -4271100 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -4271234.000000 Penalty: 5199.715820
	Iteration 29Q: 3 clusters Score -4271234 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -4271353.000000 Penalty: 5199.715820
	Iteration 30Q: 3 clusters Score -4271353 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -4271465.000000 Penalty: 5199.715820
	Iteration 31Q: 3 clusters Score -4271465 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -4271591.500000 Penalty: 5199.715820
	Iteration 32Q: 3 clusters Score -4271592 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -4271744.500000 Penalty: 5199.715820
	Iteration 33Q: 3 clusters Score -4271744 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -4271883.000000 Penalty: 5199.715820
	Iteration 34Q: 3 clusters Score -4271883 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -4272019.000000 Penalty: 5199.715820
	Iteration 35Q: 3 clusters Score -4272019 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4272138.000000 Penalty: 5199.715820
	Iteration 36Q: 3 clusters Score -4272138 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4272269.500000 Penalty: 5199.715820
	Iteration 37Q: 3 clusters Score -4272270 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -4272374.000000 Penalty: 5199.715820
	Iteration 38Q: 3 clusters Score -4272374 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -4272482.000000 Penalty: 5199.715820
	Iteration 39Q: 3 clusters Score -4272482 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4272585.000000 Penalty: 5199.715820
	Iteration 40F: 3 clusters Score -4272585 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -4272689.500000 Penalty: 5199.715820
	Iteration 41Q: 3 clusters Score -4272690 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -4272754.000000 Penalty: 5199.715820
	Iteration 42Q: 3 clusters Score -4272754 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -4272846.500000 Penalty: 5199.715820
	Iteration 43Q: 3 clusters Score -4272846 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4272923.000000 Penalty: 5199.715820
	Iteration 44Q: 3 clusters Score -4272923 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -4272987.500000 Penalty: 5199.715820
	Iteration 45Q: 3 clusters Score -4272988 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4273063.500000 Penalty: 5199.715820
	Iteration 46Q: 3 clusters Score -4273064 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -4273120.500000 Penalty: 5199.715820
	Iteration 47Q: 3 clusters Score -4273120 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4273196.500000 Penalty: 5199.715820
	Iteration 48Q: 3 clusters Score -4273196 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -4273259.000000 Penalty: 5199.715820
	Iteration 49Q: 3 clusters Score -4273259 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -4273306.000000 Penalty: 5199.715820
	Iteration 50Q: 3 clusters Score -4273306 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -4273325.500000 Penalty: 5199.715820
	Iteration 51Q: 3 clusters Score -4273326 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -4273372.500000 Penalty: 5199.715820
	Iteration 52Q: 3 clusters Score -4273372 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4273401.000000 Penalty: 5199.715820
	Iteration 53Q: 3 clusters Score -4273401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -4273431.500000 Penalty: 5199.715820
	Iteration 54Q: 3 clusters Score -4273432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -4273447.500000 Penalty: 5199.715820
	Iteration 55Q: 3 clusters Score -4273448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4273462.500000 Penalty: 5199.715820
	Iteration 56Q: 3 clusters Score -4273462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -4273475.500000 Penalty: 5199.715820
	Iteration 57Q: 3 clusters Score -4273476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -4273481.500000 Penalty: 5199.715820
	Iteration 58Q: 3 clusters Score -4273482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4273491.500000 Penalty: 5199.715820
	Iteration 59Q: 3 clusters Score -4273492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -4273496.500000 Penalty: 5199.715820
	Iteration 60F: 3 clusters Score -4273496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -4273504.500000 Penalty: 5199.715820
	Iteration 61Q: 3 clusters Score -4273504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -4273504.500000 Penalty: 5199.715820
	Iteration 62Q: 3 clusters Score -4273504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -4273507.000000 Penalty: 5199.715820
	Iteration 63Q: 3 clusters Score -4273507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4273507.500000 Penalty: 5199.715820
	Iteration 64Q: 3 clusters Score -4273508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4273511.500000 Penalty: 5199.715820
	Iteration 65Q: 3 clusters Score -4273512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -4273517.500000 Penalty: 5199.715820
	Iteration 66Q: 3 clusters Score -4273518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4273523.000000 Penalty: 5199.715820
	Iteration 67Q: 3 clusters Score -4273523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -4273523.000000 Penalty: 5199.715820
	Iteration 68Q: 3 clusters Score -4273523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4273526.000000 Penalty: 5199.715820
	Iteration 69Q: 3 clusters Score -4273526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4273541.500000 Penalty: 5199.715820
	Iteration 70Q: 3 clusters Score -4273542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4273544.000000 Penalty: 5199.715820
	Iteration 71Q: 3 clusters Score -4273544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4273542.500000 Penalty: 5199.715820
	Iteration 72Q: 3 clusters Score -4273542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -4273550.500000 Penalty: 5199.715820
	Iteration 73Q: 3 clusters Score -4273550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4273560.000000 Penalty: 5199.715820
	Iteration 74Q: 3 clusters Score -4273560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -4273561.500000 Penalty: 5199.715820
	Iteration 75Q: 3 clusters Score -4273562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4273559.500000 Penalty: 5199.715820
	Iteration 76Q: 3 clusters Score -4273560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -4273564.000000 Penalty: 5199.715820
	Iteration 77Q: 3 clusters Score -4273564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4273570.000000 Penalty: 5199.715820
	Iteration 78Q: 3 clusters Score -4273570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4273570.000000 Penalty: 5199.715820
	Iteration 79Q: 3 clusters Score -4273570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -4273569.000000 Penalty: 5199.715820
	Iteration 80F: 3 clusters Score -4273569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4273572.500000 Penalty: 5199.715820
	Iteration 81Q: 3 clusters Score -4273572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -4273581.500000 Penalty: 5199.715820
	Iteration 82Q: 3 clusters Score -4273582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -4273584.000000 Penalty: 5199.715820
	Iteration 83Q: 3 clusters Score -4273584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -4273584.500000 Penalty: 5199.715820
	Iteration 84Q: 3 clusters Score -4273584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -4273581.500000 Penalty: 5199.715820
	Iteration 85Q: 3 clusters Score -4273582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -4273582.500000 Penalty: 5199.715820
	Iteration 86Q: 3 clusters Score -4273582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -4273583.000000 Penalty: 5199.715820
	Iteration 87Q: 3 clusters Score -4273583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4273584.000000 Penalty: 5199.715820
	Iteration 88Q: 3 clusters Score -4273584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4273584.000000 Penalty: 5199.715820
	Iteration 89F: 3 clusters Score -4273584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Entering Unmasked Estep 
Score: -1484291.125000 Penalty: 2344.239990
	Iteration 0F: 2 clusters Score -1484291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1474880.000000 Penalty: 4688.479980
	Iteration 0F: 3 clusters Score -1474880 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1477791.375000 Penalty: 4688.479980
	Iteration 1F: 3 clusters Score -1477791 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1478133.250000 Penalty: 4688.479980
	Iteration 2F: 3 clusters Score -1478133 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1478397.750000 Penalty: 4688.479980
	Iteration 3Q: 3 clusters Score -1478398 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1478632.500000 Penalty: 4688.479980
	Iteration 4Q: 3 clusters Score -1478632 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1478848.000000 Penalty: 4688.479980
	Iteration 5Q: 3 clusters Score -1478848 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1479076.000000 Penalty: 4688.479980
	Iteration 6Q: 3 clusters Score -1479076 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1479268.000000 Penalty: 4688.479980
	Iteration 7Q: 3 clusters Score -1479268 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1479442.250000 Penalty: 4688.479980
	Iteration 8Q: 3 clusters Score -1479442 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1479627.625000 Penalty: 4688.479980
	Iteration 9Q: 3 clusters Score -1479628 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1479831.875000 Penalty: 4688.479980
	Iteration 10Q: 3 clusters Score -1479832 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1480048.375000 Penalty: 4688.479980
	Iteration 11Q: 3 clusters Score -1480048 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1480267.000000 Penalty: 4688.479980
	Iteration 12Q: 3 clusters Score -1480267 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1480471.000000 Penalty: 4688.479980
	Iteration 13Q: 3 clusters Score -1480471 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1480669.125000 Penalty: 4688.479980
	Iteration 14Q: 3 clusters Score -1480669 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1480870.250000 Penalty: 4688.479980
	Iteration 15Q: 3 clusters Score -1480870 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1481060.125000 Penalty: 4688.479980
	Iteration 16Q: 3 clusters Score -1481060 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1481226.750000 Penalty: 4688.479980
	Iteration 17Q: 3 clusters Score -1481227 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1481365.375000 Penalty: 4688.479980
	Iteration 18Q: 3 clusters Score -1481365 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1481476.375000 Penalty: 4688.479980
	Iteration 19Q: 3 clusters Score -1481476 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1481575.250000 Penalty: 4688.479980
	Iteration 20F: 3 clusters Score -1481575 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1481687.500000 Penalty: 4688.479980
	Iteration 21Q: 3 clusters Score -1481688 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1481798.000000 Penalty: 4688.479980
	Iteration 22Q: 3 clusters Score -1481798 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1481874.000000 Penalty: 4688.479980
	Iteration 23Q: 3 clusters Score -1481874 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1481954.250000 Penalty: 4688.479980
	Iteration 24Q: 3 clusters Score -1481954 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1482013.375000 Penalty: 4688.479980
	Iteration 25Q: 3 clusters Score -1482013 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1482092.875000 Penalty: 4688.479980
	Iteration 26Q: 3 clusters Score -1482093 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1482154.500000 Penalty: 4688.479980
	Iteration 27Q: 3 clusters Score -1482154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1482204.500000 Penalty: 4688.479980
	Iteration 28Q: 3 clusters Score -1482204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1482239.000000 Penalty: 4688.479980
	Iteration 29Q: 3 clusters Score -1482239 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1482277.375000 Penalty: 4688.479980
	Iteration 30Q: 3 clusters Score -1482277 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1482312.250000 Penalty: 4688.479980
	Iteration 31Q: 3 clusters Score -1482312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1482345.375000 Penalty: 4688.479980
	Iteration 32Q: 3 clusters Score -1482345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1482372.375000 Penalty: 4688.479980
	Iteration 33Q: 3 clusters Score -1482372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1482388.250000 Penalty: 4688.479980
	Iteration 34Q: 3 clusters Score -1482388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1482403.125000 Penalty: 4688.479980
	Iteration 35Q: 3 clusters Score -1482403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1482414.875000 Penalty: 4688.479980
	Iteration 36Q: 3 clusters Score -1482415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1482424.750000 Penalty: 4688.479980
	Iteration 37Q: 3 clusters Score -1482425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1482437.375000 Penalty: 4688.479980
	Iteration 38Q: 3 clusters Score -1482437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1482448.000000 Penalty: 4688.479980
	Iteration 39Q: 3 clusters Score -1482448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1482451.750000 Penalty: 4688.479980
	Iteration 40F: 3 clusters Score -1482452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1482458.875000 Penalty: 4688.479980
	Iteration 41Q: 3 clusters Score -1482459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1482460.000000 Penalty: 4688.479980
	Iteration 42Q: 3 clusters Score -1482460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1482460.250000 Penalty: 4688.479980
	Iteration 43Q: 3 clusters Score -1482460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1482464.375000 Penalty: 4688.479980
	Iteration 44Q: 3 clusters Score -1482464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1482466.250000 Penalty: 4688.479980
	Iteration 45Q: 3 clusters Score -1482466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1482466.000000 Penalty: 4688.479980
	Iteration 46Q: 3 clusters Score -1482466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1482467.125000 Penalty: 4688.479980
	Iteration 47Q: 3 clusters Score -1482467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1482468.750000 Penalty: 4688.479980
	Iteration 48Q: 3 clusters Score -1482469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1482468.750000 Penalty: 4688.479980
	Iteration 49F: 3 clusters Score -1482469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (96014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Entering Unmasked Estep 
Score: -11452272.000000 Penalty: 2845.117676
	Iteration 0F: 2 clusters Score -1.145227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -11388133.000000 Penalty: 5690.235352
	Iteration 0F: 3 clusters Score -1.138813e+07 nChanged 45311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -11413826.000000 Penalty: 5690.235352
	Iteration 1F: 3 clusters Score -1.141383e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -11414525.000000 Penalty: 5690.235352
	Iteration 2Q: 3 clusters Score -1.141452e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -11415186.000000 Penalty: 5690.235352
	Iteration 3Q: 3 clusters Score -1.141519e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -11415924.000000 Penalty: 5690.235352
	Iteration 4Q: 3 clusters Score -1.141592e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -11416703.000000 Penalty: 5690.235352
	Iteration 5Q: 3 clusters Score -1.14167e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -11417640.000000 Penalty: 5690.235352
	Iteration 6Q: 3 clusters Score -1.141764e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -11418781.000000 Penalty: 5690.235352
	Iteration 7Q: 3 clusters Score -1.141878e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -11420370.000000 Penalty: 5690.235352
	Iteration 8Q: 3 clusters Score -1.142037e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -11422610.000000 Penalty: 5690.235352
	Iteration 9F: 3 clusters Score -1.142261e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -11425864.000000 Penalty: 5690.235352
	Iteration 10F: 3 clusters Score -1.142586e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 68023 members 
Entering Unmasked Estep 
Score: -11430022.000000 Penalty: 5690.235352
	Iteration 11F: 3 clusters Score -1.143002e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -11434739.000000 Penalty: 5690.235352
	Iteration 12F: 3 clusters Score -1.143474e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -11439090.000000 Penalty: 5690.235352
	Iteration 13F: 3 clusters Score -1.143909e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -11442650.000000 Penalty: 5690.235352
	Iteration 14Q: 3 clusters Score -1.144265e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 87395 members 
Entering Unmasked Estep 
Score: -11445228.000000 Penalty: 5690.235352
	Iteration 15Q: 3 clusters Score -1.144523e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 90043 members 
Entering Unmasked Estep 
Score: -11447065.000000 Penalty: 5690.235352
	Iteration 16Q: 3 clusters Score -1.144706e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -11448206.000000 Penalty: 5690.235352
	Iteration 17Q: 3 clusters Score -1.144821e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 93149 members 
Entering Unmasked Estep 
Score: -11449007.000000 Penalty: 5690.235352
	Iteration 18Q: 3 clusters Score -1.144901e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 93927 members 
Entering Unmasked Estep 
Score: -11449472.000000 Penalty: 5690.235352
	Iteration 19Q: 3 clusters Score -1.144947e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 94381 members 
Entering Unmasked Estep 
Score: -11449808.000000 Penalty: 5690.235352
	Iteration 20F: 3 clusters Score -1.144981e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 94636 members 
Entering Unmasked Estep 
Score: -11450016.000000 Penalty: 5690.235352
	Iteration 21Q: 3 clusters Score -1.145002e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 94797 members 
Entering Unmasked Estep 
Score: -11450054.000000 Penalty: 5690.235352
	Iteration 22Q: 3 clusters Score -1.145005e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 94895 members 
Entering Unmasked Estep 
Score: -11450115.000000 Penalty: 5690.235352
	Iteration 23Q: 3 clusters Score -1.145012e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 94964 members 
Entering Unmasked Estep 
Score: -11450180.000000 Penalty: 5690.235352
	Iteration 24Q: 3 clusters Score -1.145018e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -11450223.000000 Penalty: 5690.235352
	Iteration 25Q: 3 clusters Score -1.145022e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -11450242.000000 Penalty: 5690.235352
	Iteration 26Q: 3 clusters Score -1.145024e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -11450266.000000 Penalty: 5690.235352
	Iteration 27Q: 3 clusters Score -1.145027e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -11450265.000000 Penalty: 5690.235352
	Iteration 28Q: 3 clusters Score -1.145026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 95117 members 
Entering Unmasked Estep 
Score: -11450278.000000 Penalty: 5690.235352
	Iteration 29Q: 3 clusters Score -1.145028e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
Score: -11450288.000000 Penalty: 5690.235352
	Iteration 30Q: 3 clusters Score -1.145029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 95148 members 
Entering Unmasked Estep 
Score: -11450312.000000 Penalty: 5690.235352
	Iteration 31Q: 3 clusters Score -1.145031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -11450330.000000 Penalty: 5690.235352
	Iteration 32Q: 3 clusters Score -1.145033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
Score: -11450330.000000 Penalty: 5690.235352
	Iteration 33Q: 3 clusters Score -1.145033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 95173 members 
Entering Unmasked Estep 
Score: -11450314.000000 Penalty: 5690.235352
	Iteration 34Q: 3 clusters Score -1.145031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -11450317.000000 Penalty: 5690.235352
	Iteration 35Q: 3 clusters Score -1.145032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 95173 members 
Entering Unmasked Estep 
Score: -11450321.000000 Penalty: 5690.235352
	Iteration 36Q: 3 clusters Score -1.145032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 95176 members 
Entering Unmasked Estep 
Score: -11450321.000000 Penalty: 5690.235352
	Iteration 37Q: 3 clusters Score -1.145032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 95178 members 
Entering Unmasked Estep 
Score: -11450317.000000 Penalty: 5690.235352
	Iteration 38Q: 3 clusters Score -1.145032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 95180 members 
Entering Unmasked Estep 
Score: -11450325.000000 Penalty: 5690.235352
	Iteration 39Q: 3 clusters Score -1.145032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 95181 members 
Entering Unmasked Estep 
Score: -11450329.000000 Penalty: 5690.235352
	Iteration 40F: 3 clusters Score -1.145033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 95183 members 
Entering Unmasked Estep 
Score: -11450332.000000 Penalty: 5690.235352
	Iteration 41Q: 3 clusters Score -1.145033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 95182 members 
Entering Unmasked Estep 
Score: -11450336.000000 Penalty: 5690.235352
	Iteration 42Q: 3 clusters Score -1.145034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 95183 members 
Entering Unmasked Estep 
Score: -11450333.000000 Penalty: 5690.235352
	Iteration 43Q: 3 clusters Score -1.145033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -11450337.000000 Penalty: 5690.235352
	Iteration 44Q: 3 clusters Score -1.145034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -11450340.000000 Penalty: 5690.235352
	Iteration 45Q: 3 clusters Score -1.145034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 95190 members 
Entering Unmasked Estep 
Score: -11450337.000000 Penalty: 5690.235352
	Iteration 46Q: 3 clusters Score -1.145034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 95192 members 
Entering Unmasked Estep 
Score: -11450330.000000 Penalty: 5690.235352
	Iteration 47Q: 3 clusters Score -1.145033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 95193 members 
Entering Unmasked Estep 
Score: -11450331.000000 Penalty: 5690.235352
	Iteration 48Q: 3 clusters Score -1.145033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -11450333.000000 Penalty: 5690.235352
	Iteration 49Q: 3 clusters Score -1.145033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -11450339.000000 Penalty: 5690.235352
	Iteration 50Q: 3 clusters Score -1.145034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -11450339.000000 Penalty: 5690.235352
	Iteration 51F: 3 clusters Score -1.145034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Entering Unmasked Estep 
Score: -2169193.500000 Penalty: 2429.494141
	Iteration 0F: 2 clusters Score -2169194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2156424.750000 Penalty: 4858.988281
	Iteration 0F: 3 clusters Score -2156425 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2160556.000000 Penalty: 4858.988281
	Iteration 1F: 3 clusters Score -2160556 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2160894.750000 Penalty: 4858.988281
	Iteration 2F: 3 clusters Score -2160895 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2161169.500000 Penalty: 4858.988281
	Iteration 3Q: 3 clusters Score -2161170 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2161439.500000 Penalty: 4858.988281
	Iteration 4Q: 3 clusters Score -2161440 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2161749.000000 Penalty: 4858.988281
	Iteration 5Q: 3 clusters Score -2161749 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2162150.500000 Penalty: 4858.988281
	Iteration 6Q: 3 clusters Score -2162150 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2162718.250000 Penalty: 4858.988281
	Iteration 7F: 3 clusters Score -2162718 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2163500.500000 Penalty: 4858.988281
	Iteration 8F: 3 clusters Score -2163500 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2164426.000000 Penalty: 4858.988281
	Iteration 9F: 3 clusters Score -2164426 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2165349.500000 Penalty: 4858.988281
	Iteration 10F: 3 clusters Score -2165350 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2166102.000000 Penalty: 4858.988281
	Iteration 11Q: 3 clusters Score -2166102 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2166586.250000 Penalty: 4858.988281
	Iteration 12Q: 3 clusters Score -2166586 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2166869.250000 Penalty: 4858.988281
	Iteration 13Q: 3 clusters Score -2166869 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2167043.500000 Penalty: 4858.988281
	Iteration 14Q: 3 clusters Score -2167044 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2167144.500000 Penalty: 4858.988281
	Iteration 15Q: 3 clusters Score -2167144 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2167186.250000 Penalty: 4858.988281
	Iteration 16Q: 3 clusters Score -2167186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2167206.000000 Penalty: 4858.988281
	Iteration 17Q: 3 clusters Score -2167206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2167218.250000 Penalty: 4858.988281
	Iteration 18Q: 3 clusters Score -2167218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2167228.000000 Penalty: 4858.988281
	Iteration 19Q: 3 clusters Score -2167228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2167240.500000 Penalty: 4858.988281
	Iteration 20F: 3 clusters Score -2167240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2167237.750000 Penalty: 4858.988281
	Iteration 21Q: 3 clusters Score -2167238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2167248.250000 Penalty: 4858.988281
	Iteration 22Q: 3 clusters Score -2167248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2167246.250000 Penalty: 4858.988281
	Iteration 23Q: 3 clusters Score -2167246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2167250.500000 Penalty: 4858.988281
	Iteration 24Q: 3 clusters Score -2167250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2167254.500000 Penalty: 4858.988281
	Iteration 25Q: 3 clusters Score -2167254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2167258.000000 Penalty: 4858.988281
	Iteration 26Q: 3 clusters Score -2167258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2167260.000000 Penalty: 4858.988281
	Iteration 27Q: 3 clusters Score -2167260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2167258.250000 Penalty: 4858.988281
	Iteration 28Q: 3 clusters Score -2167258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2167262.250000 Penalty: 4858.988281
	Iteration 29Q: 3 clusters Score -2167262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2167266.000000 Penalty: 4858.988281
	Iteration 30Q: 3 clusters Score -2167266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2167268.750000 Penalty: 4858.988281
	Iteration 31Q: 3 clusters Score -2167269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2167271.750000 Penalty: 4858.988281
	Iteration 32Q: 3 clusters Score -2167272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2167269.000000 Penalty: 4858.988281
	Iteration 33Q: 3 clusters Score -2167269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2167270.250000 Penalty: 4858.988281
	Iteration 34Q: 3 clusters Score -2167270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2167270.250000 Penalty: 4858.988281
	Iteration 35Q: 3 clusters Score -2167270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2167270.250000 Penalty: 4858.988281
	Iteration 36Q: 3 clusters Score -2167270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2167271.750000 Penalty: 4858.988281
	Iteration 37Q: 3 clusters Score -2167272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2167271.250000 Penalty: 4858.988281
	Iteration 38Q: 3 clusters Score -2167271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2167274.750000 Penalty: 4858.988281
	Iteration 39Q: 3 clusters Score -2167275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2167277.000000 Penalty: 4858.988281
	Iteration 40F: 3 clusters Score -2167277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2167272.750000 Penalty: 4858.988281
	Iteration 41Q: 3 clusters Score -2167273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2167272.500000 Penalty: 4858.988281
	Iteration 42Q: 3 clusters Score -2167272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2167274.750000 Penalty: 4858.988281
	Iteration 43Q: 3 clusters Score -2167275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2167276.250000 Penalty: 4858.988281
	Iteration 44Q: 3 clusters Score -2167276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2167280.000000 Penalty: 4858.988281
	Iteration 45Q: 3 clusters Score -2167280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2167284.500000 Penalty: 4858.988281
	Iteration 46Q: 3 clusters Score -2167284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2167284.000000 Penalty: 4858.988281
	Iteration 47Q: 3 clusters Score -2167284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2167285.500000 Penalty: 4858.988281
	Iteration 48Q: 3 clusters Score -2167286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2167286.250000 Penalty: 4858.988281
	Iteration 49Q: 3 clusters Score -2167286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2167293.250000 Penalty: 4858.988281
	Iteration 50Q: 3 clusters Score -2167293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2167290.750000 Penalty: 4858.988281
	Iteration 51Q: 3 clusters Score -2167291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2167293.000000 Penalty: 4858.988281
	Iteration 52Q: 3 clusters Score -2167293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2167292.250000 Penalty: 4858.988281
	Iteration 53Q: 3 clusters Score -2167292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2167291.250000 Penalty: 4858.988281
	Iteration 54Q: 3 clusters Score -2167291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2167292.250000 Penalty: 4858.988281
	Iteration 55Q: 3 clusters Score -2167292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2167294.750000 Penalty: 4858.988281
	Iteration 56Q: 3 clusters Score -2167295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2167294.000000 Penalty: 4858.988281
	Iteration 57Q: 3 clusters Score -2167294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2167294.500000 Penalty: 4858.988281
	Iteration 58Q: 3 clusters Score -2167294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2167299.000000 Penalty: 4858.988281
	Iteration 59Q: 3 clusters Score -2167299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2167299.000000 Penalty: 4858.988281
	Iteration 60F: 3 clusters Score -2167299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Entering Unmasked Estep 
Score: -1201234.250000 Penalty: 2291.735596
	Iteration 0F: 2 clusters Score -1201234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1193462.875000 Penalty: 4583.471191
	Iteration 0F: 3 clusters Score -1193463 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1195655.750000 Penalty: 4583.471191
	Iteration 1F: 3 clusters Score -1195656 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1195977.625000 Penalty: 4583.471191
	Iteration 2F: 3 clusters Score -1195978 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1196211.625000 Penalty: 4583.471191
	Iteration 3Q: 3 clusters Score -1196212 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1196468.125000 Penalty: 4583.471191
	Iteration 4Q: 3 clusters Score -1196468 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1196861.375000 Penalty: 4583.471191
	Iteration 5F: 3 clusters Score -1196861 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1197406.250000 Penalty: 4583.471191
	Iteration 6F: 3 clusters Score -1197406 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1198024.875000 Penalty: 4583.471191
	Iteration 7F: 3 clusters Score -1198025 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1198671.375000 Penalty: 4583.471191
	Iteration 8F: 3 clusters Score -1198671 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1199206.750000 Penalty: 4583.471191
	Iteration 9F: 3 clusters Score -1199207 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1199565.750000 Penalty: 4583.471191
	Iteration 10Q: 3 clusters Score -1199566 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1199819.500000 Penalty: 4583.471191
	Iteration 11Q: 3 clusters Score -1199820 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1199977.500000 Penalty: 4583.471191
	Iteration 12Q: 3 clusters Score -1199978 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1200065.875000 Penalty: 4583.471191
	Iteration 13Q: 3 clusters Score -1200066 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1200112.500000 Penalty: 4583.471191
	Iteration 14Q: 3 clusters Score -1200112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1200136.625000 Penalty: 4583.471191
	Iteration 15Q: 3 clusters Score -1200137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1200151.500000 Penalty: 4583.471191
	Iteration 16Q: 3 clusters Score -1200152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1200162.250000 Penalty: 4583.471191
	Iteration 17Q: 3 clusters Score -1200162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1200168.875000 Penalty: 4583.471191
	Iteration 18Q: 3 clusters Score -1200169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1200172.875000 Penalty: 4583.471191
	Iteration 19Q: 3 clusters Score -1200173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1200176.125000 Penalty: 4583.471191
	Iteration 20F: 3 clusters Score -1200176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1200175.375000 Penalty: 4583.471191
	Iteration 21Q: 3 clusters Score -1200175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1200180.500000 Penalty: 4583.471191
	Iteration 22Q: 3 clusters Score -1200180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1200183.875000 Penalty: 4583.471191
	Iteration 23Q: 3 clusters Score -1200184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1200185.125000 Penalty: 4583.471191
	Iteration 24Q: 3 clusters Score -1200185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1200187.875000 Penalty: 4583.471191
	Iteration 25Q: 3 clusters Score -1200188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1200189.625000 Penalty: 4583.471191
	Iteration 26Q: 3 clusters Score -1200190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1200190.250000 Penalty: 4583.471191
	Iteration 27Q: 3 clusters Score -1200190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1200191.625000 Penalty: 4583.471191
	Iteration 28Q: 3 clusters Score -1200192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1200195.500000 Penalty: 4583.471191
	Iteration 29Q: 3 clusters Score -1200196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1200199.250000 Penalty: 4583.471191
	Iteration 30Q: 3 clusters Score -1200199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1200200.375000 Penalty: 4583.471191
	Iteration 31Q: 3 clusters Score -1200200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1200202.750000 Penalty: 4583.471191
	Iteration 32Q: 3 clusters Score -1200203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1200201.250000 Penalty: 4583.471191
	Iteration 33Q: 3 clusters Score -1200201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1200201.875000 Penalty: 4583.471191
	Iteration 34Q: 3 clusters Score -1200202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1200200.750000 Penalty: 4583.471191
	Iteration 35Q: 3 clusters Score -1200201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1200202.000000 Penalty: 4583.471191
	Iteration 36Q: 3 clusters Score -1200202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1200202.500000 Penalty: 4583.471191
	Iteration 37Q: 3 clusters Score -1200202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1200204.625000 Penalty: 4583.471191
	Iteration 38Q: 3 clusters Score -1200205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1200204.750000 Penalty: 4583.471191
	Iteration 39Q: 3 clusters Score -1200205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1200205.250000 Penalty: 4583.471191
	Iteration 40F: 3 clusters Score -1200205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Entering Unmasked Estep 
Score: -2009289.625000 Penalty: 2412.485596
	Iteration 0F: 2 clusters Score -2009290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1997228.750000 Penalty: 4824.971191
	Iteration 0F: 3 clusters Score -1997229 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2001022.625000 Penalty: 4824.971191
	Iteration 1F: 3 clusters Score -2001023 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2001389.500000 Penalty: 4824.971191
	Iteration 2F: 3 clusters Score -2001390 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2001718.000000 Penalty: 4824.971191
	Iteration 3Q: 3 clusters Score -2001718 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2002062.750000 Penalty: 4824.971191
	Iteration 4Q: 3 clusters Score -2002063 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2002452.500000 Penalty: 4824.971191
	Iteration 5Q: 3 clusters Score -2002452 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2002958.375000 Penalty: 4824.971191
	Iteration 6F: 3 clusters Score -2002958 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2003700.375000 Penalty: 4824.971191
	Iteration 7F: 3 clusters Score -2003700 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2004619.375000 Penalty: 4824.971191
	Iteration 8F: 3 clusters Score -2004619 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2005541.625000 Penalty: 4824.971191
	Iteration 9F: 3 clusters Score -2005542 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2006275.375000 Penalty: 4824.971191
	Iteration 10Q: 3 clusters Score -2006275 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2006777.875000 Penalty: 4824.971191
	Iteration 11Q: 3 clusters Score -2006778 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2007087.750000 Penalty: 4824.971191
	Iteration 12Q: 3 clusters Score -2007088 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2007271.125000 Penalty: 4824.971191
	Iteration 13Q: 3 clusters Score -2007271 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2007370.625000 Penalty: 4824.971191
	Iteration 14Q: 3 clusters Score -2007371 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2007438.250000 Penalty: 4824.971191
	Iteration 15Q: 3 clusters Score -2007438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2007489.500000 Penalty: 4824.971191
	Iteration 16Q: 3 clusters Score -2007490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2007513.250000 Penalty: 4824.971191
	Iteration 17Q: 3 clusters Score -2007513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2007528.500000 Penalty: 4824.971191
	Iteration 18Q: 3 clusters Score -2007528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2007536.250000 Penalty: 4824.971191
	Iteration 19Q: 3 clusters Score -2007536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2007542.750000 Penalty: 4824.971191
	Iteration 20F: 3 clusters Score -2007543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2007549.125000 Penalty: 4824.971191
	Iteration 21Q: 3 clusters Score -2007549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2007552.000000 Penalty: 4824.971191
	Iteration 22Q: 3 clusters Score -2007552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2007555.125000 Penalty: 4824.971191
	Iteration 23Q: 3 clusters Score -2007555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2007557.625000 Penalty: 4824.971191
	Iteration 24Q: 3 clusters Score -2007558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2007563.875000 Penalty: 4824.971191
	Iteration 25Q: 3 clusters Score -2007564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2007567.500000 Penalty: 4824.971191
	Iteration 26Q: 3 clusters Score -2007568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2007563.250000 Penalty: 4824.971191
	Iteration 27Q: 3 clusters Score -2007563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2007566.875000 Penalty: 4824.971191
	Iteration 28Q: 3 clusters Score -2007567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2007573.375000 Penalty: 4824.971191
	Iteration 29Q: 3 clusters Score -2007573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2007574.750000 Penalty: 4824.971191
	Iteration 30Q: 3 clusters Score -2007575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2007576.250000 Penalty: 4824.971191
	Iteration 31Q: 3 clusters Score -2007576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2007576.250000 Penalty: 4824.971191
	Iteration 32F: 3 clusters Score -2007576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -384188.062500 Penalty: 2010.490479
	Iteration 0F: 2 clusters Score -384188.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -380759.562500 Penalty: 4020.980957
	Iteration 0F: 3 clusters Score -380759.6 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -381529.750000 Penalty: 4020.980957
	Iteration 1F: 3 clusters Score -381529.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -381708.312500 Penalty: 4020.980957
	Iteration 2F: 3 clusters Score -381708.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -381790.250000 Penalty: 4020.980957
	Iteration 3Q: 3 clusters Score -381790.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -381827.468750 Penalty: 4020.980957
	Iteration 4Q: 3 clusters Score -381827.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -381845.937500 Penalty: 4020.980957
	Iteration 5Q: 3 clusters Score -381845.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -381853.093750 Penalty: 4020.980957
	Iteration 6Q: 3 clusters Score -381853.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -381860.093750 Penalty: 4020.980957
	Iteration 7Q: 3 clusters Score -381860.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -381864.625000 Penalty: 4020.980957
	Iteration 8Q: 3 clusters Score -381864.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -381876.062500 Penalty: 4020.980957
	Iteration 9Q: 3 clusters Score -381876.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -381884.718750 Penalty: 4020.980957
	Iteration 10Q: 3 clusters Score -381884.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -381891.375000 Penalty: 4020.980957
	Iteration 11Q: 3 clusters Score -381891.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -381897.250000 Penalty: 4020.980957
	Iteration 12Q: 3 clusters Score -381897.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -381901.187500 Penalty: 4020.980957
	Iteration 13Q: 3 clusters Score -381901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -381903.625000 Penalty: 4020.980957
	Iteration 14Q: 3 clusters Score -381903.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -381903.906250 Penalty: 4020.980957
	Iteration 15Q: 3 clusters Score -381903.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -381904.906250 Penalty: 4020.980957
	Iteration 16Q: 3 clusters Score -381904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -381906.093750 Penalty: 4020.980957
	Iteration 17Q: 3 clusters Score -381906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -381907.375000 Penalty: 4020.980957
	Iteration 18Q: 3 clusters Score -381907.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -381907.375000 Penalty: 4020.980957
	Iteration 19F: 3 clusters Score -381907.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Entering Unmasked Estep 
Score: -1552347.750000 Penalty: 2353.017090
	Iteration 0F: 2 clusters Score -1552348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1542599.625000 Penalty: 4706.034180
	Iteration 0F: 3 clusters Score -1542600 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1545497.875000 Penalty: 4706.034180
	Iteration 1F: 3 clusters Score -1545498 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1545812.875000 Penalty: 4706.034180
	Iteration 2F: 3 clusters Score -1545813 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1546066.875000 Penalty: 4706.034180
	Iteration 3Q: 3 clusters Score -1546067 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1546334.875000 Penalty: 4706.034180
	Iteration 4Q: 3 clusters Score -1546335 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1546627.500000 Penalty: 4706.034180
	Iteration 5Q: 3 clusters Score -1546628 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1547012.125000 Penalty: 4706.034180
	Iteration 6Q: 3 clusters Score -1547012 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1547487.250000 Penalty: 4706.034180
	Iteration 7F: 3 clusters Score -1547487 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1548069.875000 Penalty: 4706.034180
	Iteration 8F: 3 clusters Score -1548070 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1548692.875000 Penalty: 4706.034180
	Iteration 9F: 3 clusters Score -1548693 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1549221.750000 Penalty: 4706.034180
	Iteration 10Q: 3 clusters Score -1549222 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1549648.875000 Penalty: 4706.034180
	Iteration 11Q: 3 clusters Score -1549649 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1549963.250000 Penalty: 4706.034180
	Iteration 12Q: 3 clusters Score -1549963 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1550171.000000 Penalty: 4706.034180
	Iteration 13Q: 3 clusters Score -1550171 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1550273.000000 Penalty: 4706.034180
	Iteration 14Q: 3 clusters Score -1550273 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1550339.875000 Penalty: 4706.034180
	Iteration 15Q: 3 clusters Score -1550340 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1550400.750000 Penalty: 4706.034180
	Iteration 16Q: 3 clusters Score -1550401 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1550464.250000 Penalty: 4706.034180
	Iteration 17Q: 3 clusters Score -1550464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1550500.750000 Penalty: 4706.034180
	Iteration 18Q: 3 clusters Score -1550501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1550524.625000 Penalty: 4706.034180
	Iteration 19Q: 3 clusters Score -1550525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1550536.375000 Penalty: 4706.034180
	Iteration 20F: 3 clusters Score -1550536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1550537.375000 Penalty: 4706.034180
	Iteration 21Q: 3 clusters Score -1550537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1550541.875000 Penalty: 4706.034180
	Iteration 22Q: 3 clusters Score -1550542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1550549.750000 Penalty: 4706.034180
	Iteration 23Q: 3 clusters Score -1550550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1550555.125000 Penalty: 4706.034180
	Iteration 24Q: 3 clusters Score -1550555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1550555.125000 Penalty: 4706.034180
	Iteration 25Q: 3 clusters Score -1550555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1550555.000000 Penalty: 4706.034180
	Iteration 26Q: 3 clusters Score -1550555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1550554.250000 Penalty: 4706.034180
	Iteration 27Q: 3 clusters Score -1550554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1550556.625000 Penalty: 4706.034180
	Iteration 28Q: 3 clusters Score -1550557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1550556.125000 Penalty: 4706.034180
	Iteration 29Q: 3 clusters Score -1550556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1550561.375000 Penalty: 4706.034180
	Iteration 30Q: 3 clusters Score -1550561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1550560.875000 Penalty: 4706.034180
	Iteration 31Q: 3 clusters Score -1550561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1550564.125000 Penalty: 4706.034180
	Iteration 32Q: 3 clusters Score -1550564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1550564.125000 Penalty: 4706.034180
	Iteration 33F: 3 clusters Score -1550564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (146420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146420 members 
Entering Unmasked Estep 
Score: -17521874.000000 Penalty: 2949.770264
	Iteration 0F: 2 clusters Score -1.752187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -17424238.000000 Penalty: 5899.540527
	Iteration 0F: 3 clusters Score -1.742424e+07 nChanged 70002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80866 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -17465688.000000 Penalty: 5899.540527
	Iteration 1F: 3 clusters Score -1.746569e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85437 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -17467634.000000 Penalty: 5899.540527
	Iteration 2Q: 3 clusters Score -1.746763e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92192 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -17471332.000000 Penalty: 5899.540527
	Iteration 3F: 3 clusters Score -1.747133e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -17478626.000000 Penalty: 5899.540527
	Iteration 4F: 3 clusters Score -1.747863e+07 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114452 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -17489522.000000 Penalty: 5899.540527
	Iteration 5F: 3 clusters Score -1.748952e+07 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127205 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -17502222.000000 Penalty: 5899.540527
	Iteration 6F: 3 clusters Score -1.750222e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136418 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -17511650.000000 Penalty: 5899.540527
	Iteration 7F: 3 clusters Score -1.751165e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141053 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -17516278.000000 Penalty: 5899.540527
	Iteration 8Q: 3 clusters Score -1.751628e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142824 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -17518408.000000 Penalty: 5899.540527
	Iteration 9Q: 3 clusters Score -1.751841e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143381 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -17519184.000000 Penalty: 5899.540527
	Iteration 10Q: 3 clusters Score -1.751918e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143615 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -17519550.000000 Penalty: 5899.540527
	Iteration 11Q: 3 clusters Score -1.751955e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143755 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -17519686.000000 Penalty: 5899.540527
	Iteration 12Q: 3 clusters Score -1.751969e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143853 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -17519814.000000 Penalty: 5899.540527
	Iteration 13Q: 3 clusters Score -1.751981e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143925 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -17519862.000000 Penalty: 5899.540527
	Iteration 14Q: 3 clusters Score -1.751986e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143982 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -17519876.000000 Penalty: 5899.540527
	Iteration 15Q: 3 clusters Score -1.751988e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144045 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -17519908.000000 Penalty: 5899.540527
	Iteration 16Q: 3 clusters Score -1.751991e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144081 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -17519928.000000 Penalty: 5899.540527
	Iteration 17Q: 3 clusters Score -1.751993e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144102 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -17519924.000000 Penalty: 5899.540527
	Iteration 18Q: 3 clusters Score -1.751992e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144126 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -17519934.000000 Penalty: 5899.540527
	Iteration 19Q: 3 clusters Score -1.751993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144140 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -17519952.000000 Penalty: 5899.540527
	Iteration 20F: 3 clusters Score -1.751995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144154 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -17519960.000000 Penalty: 5899.540527
	Iteration 21Q: 3 clusters Score -1.751996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144164 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -17519954.000000 Penalty: 5899.540527
	Iteration 22Q: 3 clusters Score -1.751995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144174 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -17519962.000000 Penalty: 5899.540527
	Iteration 23Q: 3 clusters Score -1.751996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144184 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -17519954.000000 Penalty: 5899.540527
	Iteration 24Q: 3 clusters Score -1.751995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144193 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -17519962.000000 Penalty: 5899.540527
	Iteration 25Q: 3 clusters Score -1.751996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144195 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -17519970.000000 Penalty: 5899.540527
	Iteration 26Q: 3 clusters Score -1.751997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144197 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -17519960.000000 Penalty: 5899.540527
	Iteration 27Q: 3 clusters Score -1.751996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144193 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -17519964.000000 Penalty: 5899.540527
	Iteration 28Q: 3 clusters Score -1.751996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144192 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -17519958.000000 Penalty: 5899.540527
	Iteration 29Q: 3 clusters Score -1.751996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144193 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -17519952.000000 Penalty: 5899.540527
	Iteration 30Q: 3 clusters Score -1.751995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144193 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -17519952.000000 Penalty: 5899.540527
	Iteration 31F: 3 clusters Score -1.751995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Entering Unmasked Estep 
Score: -4862034.000000 Penalty: 2641.261230
	Iteration 0F: 2 clusters Score -4862034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4833399.500000 Penalty: 5282.522461
	Iteration 0F: 3 clusters Score -4833400 nChanged 19435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4844161.500000 Penalty: 5282.522461
	Iteration 1F: 3 clusters Score -4844162 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -4844686.500000 Penalty: 5282.522461
	Iteration 2Q: 3 clusters Score -4844686 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -4845344.000000 Penalty: 5282.522461
	Iteration 3Q: 3 clusters Score -4845344 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -4846071.000000 Penalty: 5282.522461
	Iteration 4Q: 3 clusters Score -4846071 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -4847044.500000 Penalty: 5282.522461
	Iteration 5Q: 3 clusters Score -4847044 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -4848229.500000 Penalty: 5282.522461
	Iteration 6F: 3 clusters Score -4848230 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -4849789.500000 Penalty: 5282.522461
	Iteration 7F: 3 clusters Score -4849790 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -4851587.500000 Penalty: 5282.522461
	Iteration 8F: 3 clusters Score -4851588 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -4853561.500000 Penalty: 5282.522461
	Iteration 9F: 3 clusters Score -4853562 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -4855414.000000 Penalty: 5282.522461
	Iteration 10F: 3 clusters Score -4855414 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -4856945.000000 Penalty: 5282.522461
	Iteration 11Q: 3 clusters Score -4856945 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4858127.000000 Penalty: 5282.522461
	Iteration 12Q: 3 clusters Score -4858127 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4858898.000000 Penalty: 5282.522461
	Iteration 13Q: 3 clusters Score -4858898 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4859469.000000 Penalty: 5282.522461
	Iteration 14Q: 3 clusters Score -4859469 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4859760.500000 Penalty: 5282.522461
	Iteration 15Q: 3 clusters Score -4859760 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4859920.500000 Penalty: 5282.522461
	Iteration 16Q: 3 clusters Score -4859920 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4859986.500000 Penalty: 5282.522461
	Iteration 17Q: 3 clusters Score -4859986 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4860036.500000 Penalty: 5282.522461
	Iteration 18Q: 3 clusters Score -4860036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4860058.500000 Penalty: 5282.522461
	Iteration 19Q: 3 clusters Score -4860058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4860083.500000 Penalty: 5282.522461
	Iteration 20F: 3 clusters Score -4860084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4860089.500000 Penalty: 5282.522461
	Iteration 21Q: 3 clusters Score -4860090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4860119.500000 Penalty: 5282.522461
	Iteration 22Q: 3 clusters Score -4860120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4860128.000000 Penalty: 5282.522461
	Iteration 23Q: 3 clusters Score -4860128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4860127.500000 Penalty: 5282.522461
	Iteration 24Q: 3 clusters Score -4860128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4860133.500000 Penalty: 5282.522461
	Iteration 25Q: 3 clusters Score -4860134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4860142.500000 Penalty: 5282.522461
	Iteration 26Q: 3 clusters Score -4860142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4860142.500000 Penalty: 5282.522461
	Iteration 27Q: 3 clusters Score -4860142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4860148.000000 Penalty: 5282.522461
	Iteration 28Q: 3 clusters Score -4860148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4860143.500000 Penalty: 5282.522461
	Iteration 29Q: 3 clusters Score -4860144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4860150.000000 Penalty: 5282.522461
	Iteration 30Q: 3 clusters Score -4860150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4860150.000000 Penalty: 5282.522461
	Iteration 31Q: 3 clusters Score -4860150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4860150.000000 Penalty: 5282.522461
	Iteration 32F: 3 clusters Score -4860150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Entering Unmasked Estep 
Score: -4292689.000000 Penalty: 2599.906494
	Iteration 0F: 2 clusters Score -4292689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -4268371.000000 Penalty: 5199.812988
	Iteration 0F: 3 clusters Score -4268371 nChanged 16197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4277331.000000 Penalty: 5199.812988
	Iteration 1F: 3 clusters Score -4277331 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4277895.500000 Penalty: 5199.812988
	Iteration 2Q: 3 clusters Score -4277896 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -4278513.000000 Penalty: 5199.812988
	Iteration 3Q: 3 clusters Score -4278513 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -4279206.000000 Penalty: 5199.812988
	Iteration 4Q: 3 clusters Score -4279206 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4280101.000000 Penalty: 5199.812988
	Iteration 5Q: 3 clusters Score -4280101 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -4281268.000000 Penalty: 5199.812988
	Iteration 6F: 3 clusters Score -4281268 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -4282727.500000 Penalty: 5199.812988
	Iteration 7F: 3 clusters Score -4282728 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -4284492.000000 Penalty: 5199.812988
	Iteration 8F: 3 clusters Score -4284492 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -4286269.500000 Penalty: 5199.812988
	Iteration 9F: 3 clusters Score -4286270 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -4287441.500000 Penalty: 5199.812988
	Iteration 10Q: 3 clusters Score -4287442 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -4287981.500000 Penalty: 5199.812988
	Iteration 11Q: 3 clusters Score -4287982 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -4288293.500000 Penalty: 5199.812988
	Iteration 12Q: 3 clusters Score -4288294 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -4288498.500000 Penalty: 5199.812988
	Iteration 13Q: 3 clusters Score -4288498 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4288672.000000 Penalty: 5199.812988
	Iteration 14Q: 3 clusters Score -4288672 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -4288847.000000 Penalty: 5199.812988
	Iteration 15Q: 3 clusters Score -4288847 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -4288992.500000 Penalty: 5199.812988
	Iteration 16Q: 3 clusters Score -4288992 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -4289126.500000 Penalty: 5199.812988
	Iteration 17Q: 3 clusters Score -4289126 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -4289247.500000 Penalty: 5199.812988
	Iteration 18Q: 3 clusters Score -4289248 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -4289350.000000 Penalty: 5199.812988
	Iteration 19Q: 3 clusters Score -4289350 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -4289440.500000 Penalty: 5199.812988
	Iteration 20F: 3 clusters Score -4289440 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -4289506.000000 Penalty: 5199.812988
	Iteration 21Q: 3 clusters Score -4289506 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -4289579.500000 Penalty: 5199.812988
	Iteration 22Q: 3 clusters Score -4289580 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -4289622.500000 Penalty: 5199.812988
	Iteration 23Q: 3 clusters Score -4289622 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -4289685.000000 Penalty: 5199.812988
	Iteration 24Q: 3 clusters Score -4289685 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -4289737.000000 Penalty: 5199.812988
	Iteration 25Q: 3 clusters Score -4289737 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -4289765.000000 Penalty: 5199.812988
	Iteration 26Q: 3 clusters Score -4289765 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -4289828.000000 Penalty: 5199.812988
	Iteration 27Q: 3 clusters Score -4289828 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -4289878.000000 Penalty: 5199.812988
	Iteration 28Q: 3 clusters Score -4289878 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4289917.000000 Penalty: 5199.812988
	Iteration 29Q: 3 clusters Score -4289917 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4289973.000000 Penalty: 5199.812988
	Iteration 30Q: 3 clusters Score -4289973 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4289997.000000 Penalty: 5199.812988
	Iteration 31Q: 3 clusters Score -4289997 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4290024.500000 Penalty: 5199.812988
	Iteration 32Q: 3 clusters Score -4290024 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4290047.500000 Penalty: 5199.812988
	Iteration 33Q: 3 clusters Score -4290048 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4290064.500000 Penalty: 5199.812988
	Iteration 34Q: 3 clusters Score -4290064 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4290102.000000 Penalty: 5199.812988
	Iteration 35Q: 3 clusters Score -4290102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4290117.000000 Penalty: 5199.812988
	Iteration 36Q: 3 clusters Score -4290117 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4290148.000000 Penalty: 5199.812988
	Iteration 37Q: 3 clusters Score -4290148 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4290183.500000 Penalty: 5199.812988
	Iteration 38Q: 3 clusters Score -4290184 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4290200.000000 Penalty: 5199.812988
	Iteration 39Q: 3 clusters Score -4290200 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -4290227.500000 Penalty: 5199.812988
	Iteration 40F: 3 clusters Score -4290228 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4290260.500000 Penalty: 5199.812988
	Iteration 41Q: 3 clusters Score -4290260 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4290277.000000 Penalty: 5199.812988
	Iteration 42Q: 3 clusters Score -4290277 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4290303.000000 Penalty: 5199.812988
	Iteration 43Q: 3 clusters Score -4290303 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4290330.000000 Penalty: 5199.812988
	Iteration 44Q: 3 clusters Score -4290330 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4290348.000000 Penalty: 5199.812988
	Iteration 45Q: 3 clusters Score -4290348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4290370.500000 Penalty: 5199.812988
	Iteration 46Q: 3 clusters Score -4290370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4290387.500000 Penalty: 5199.812988
	Iteration 47Q: 3 clusters Score -4290388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4290402.500000 Penalty: 5199.812988
	Iteration 48Q: 3 clusters Score -4290402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4290422.500000 Penalty: 5199.812988
	Iteration 49Q: 3 clusters Score -4290422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4290446.500000 Penalty: 5199.812988
	Iteration 50Q: 3 clusters Score -4290446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4290462.000000 Penalty: 5199.812988
	Iteration 51Q: 3 clusters Score -4290462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4290469.000000 Penalty: 5199.812988
	Iteration 52Q: 3 clusters Score -4290469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4290469.000000 Penalty: 5199.812988
	Iteration 53Q: 3 clusters Score -4290469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4290475.000000 Penalty: 5199.812988
	Iteration 54Q: 3 clusters Score -4290475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4290492.000000 Penalty: 5199.812988
	Iteration 55Q: 3 clusters Score -4290492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4290500.000000 Penalty: 5199.812988
	Iteration 56Q: 3 clusters Score -4290500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4290514.500000 Penalty: 5199.812988
	Iteration 57Q: 3 clusters Score -4290514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4290528.500000 Penalty: 5199.812988
	Iteration 58Q: 3 clusters Score -4290528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4290537.000000 Penalty: 5199.812988
	Iteration 59Q: 3 clusters Score -4290537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4290544.500000 Penalty: 5199.812988
	Iteration 60F: 3 clusters Score -4290544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4290541.500000 Penalty: 5199.812988
	Iteration 61Q: 3 clusters Score -4290542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4290550.500000 Penalty: 5199.812988
	Iteration 62Q: 3 clusters Score -4290550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4290561.000000 Penalty: 5199.812988
	Iteration 63Q: 3 clusters Score -4290561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4290564.000000 Penalty: 5199.812988
	Iteration 64Q: 3 clusters Score -4290564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4290558.000000 Penalty: 5199.812988
	Iteration 65Q: 3 clusters Score -4290558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4290565.000000 Penalty: 5199.812988
	Iteration 66Q: 3 clusters Score -4290565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4290567.500000 Penalty: 5199.812988
	Iteration 67Q: 3 clusters Score -4290568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4290575.500000 Penalty: 5199.812988
	Iteration 68Q: 3 clusters Score -4290576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4290574.500000 Penalty: 5199.812988
	Iteration 69Q: 3 clusters Score -4290574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4290572.500000 Penalty: 5199.812988
	Iteration 70Q: 3 clusters Score -4290572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4290569.000000 Penalty: 5199.812988
	Iteration 71Q: 3 clusters Score -4290569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4290571.500000 Penalty: 5199.812988
	Iteration 72Q: 3 clusters Score -4290572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4290578.500000 Penalty: 5199.812988
	Iteration 73Q: 3 clusters Score -4290578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4290573.000000 Penalty: 5199.812988
	Iteration 74Q: 3 clusters Score -4290573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4290574.000000 Penalty: 5199.812988
	Iteration 75Q: 3 clusters Score -4290574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4290575.000000 Penalty: 5199.812988
	Iteration 76Q: 3 clusters Score -4290575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4290572.000000 Penalty: 5199.812988
	Iteration 77Q: 3 clusters Score -4290572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4290573.000000 Penalty: 5199.812988
	Iteration 78Q: 3 clusters Score -4290573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4290567.000000 Penalty: 5199.812988
	Iteration 79Q: 3 clusters Score -4290567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4290567.000000 Penalty: 5199.812988
	Iteration 80F: 3 clusters Score -4290567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Entering Unmasked Estep 
Score: -2923820.000000 Penalty: 2511.295410
	Iteration 0F: 2 clusters Score -2923820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2906544.000000 Penalty: 5022.590820
	Iteration 0F: 3 clusters Score -2906544 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2912633.250000 Penalty: 5022.590820
	Iteration 1F: 3 clusters Score -2912633 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2913213.000000 Penalty: 5022.590820
	Iteration 2F: 3 clusters Score -2913213 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2913756.750000 Penalty: 5022.590820
	Iteration 3Q: 3 clusters Score -2913757 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2914340.500000 Penalty: 5022.590820
	Iteration 4Q: 3 clusters Score -2914340 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2914992.750000 Penalty: 5022.590820
	Iteration 5Q: 3 clusters Score -2914993 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2915807.500000 Penalty: 5022.590820
	Iteration 6F: 3 clusters Score -2915808 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2916907.000000 Penalty: 5022.590820
	Iteration 7F: 3 clusters Score -2916907 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2918248.750000 Penalty: 5022.590820
	Iteration 8F: 3 clusters Score -2918249 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2919466.750000 Penalty: 5022.590820
	Iteration 9F: 3 clusters Score -2919467 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2920411.000000 Penalty: 5022.590820
	Iteration 10F: 3 clusters Score -2920411 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2921137.500000 Penalty: 5022.590820
	Iteration 11Q: 3 clusters Score -2921138 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2921686.500000 Penalty: 5022.590820
	Iteration 12Q: 3 clusters Score -2921686 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2922162.250000 Penalty: 5022.590820
	Iteration 13Q: 3 clusters Score -2922162 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2922630.750000 Penalty: 5022.590820
	Iteration 14Q: 3 clusters Score -2922631 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2923045.250000 Penalty: 5022.590820
	Iteration 15Q: 3 clusters Score -2923045 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2923383.000000 Penalty: 5022.590820
	Iteration 16Q: 3 clusters Score -2923383 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2923623.000000 Penalty: 5022.590820
	Iteration 17Q: 3 clusters Score -2923623 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2923788.000000 Penalty: 5022.590820
	Iteration 18Q: 3 clusters Score -2923788 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2923879.000000 Penalty: 5022.590820
	Iteration 19Q: 3 clusters Score -2923879 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2923939.250000 Penalty: 5022.590820
	Iteration 20F: 3 clusters Score -2923939 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2923963.250000 Penalty: 5022.590820
	Iteration 21Q: 3 clusters Score -2923963 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2923976.250000 Penalty: 5022.590820
	Iteration 22Q: 3 clusters Score -2923976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2923979.750000 Penalty: 5022.590820
	Iteration 23Q: 3 clusters Score -2923980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2923984.750000 Penalty: 5022.590820
	Iteration 24Q: 3 clusters Score -2923985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2923984.000000 Penalty: 5022.590820
	Iteration 25Q: 3 clusters Score -2923984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2923985.000000 Penalty: 5022.590820
	Iteration 26Q: 3 clusters Score -2923985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2923988.000000 Penalty: 5022.590820
	Iteration 27Q: 3 clusters Score -2923988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2923989.750000 Penalty: 5022.590820
	Iteration 28Q: 3 clusters Score -2923990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2923989.250000 Penalty: 5022.590820
	Iteration 29Q: 3 clusters Score -2923989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2923993.500000 Penalty: 5022.590820
	Iteration 30Q: 3 clusters Score -2923994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2923997.750000 Penalty: 5022.590820
	Iteration 31Q: 3 clusters Score -2923998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2923995.500000 Penalty: 5022.590820
	Iteration 32Q: 3 clusters Score -2923996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2923993.500000 Penalty: 5022.590820
	Iteration 33Q: 3 clusters Score -2923994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2923997.250000 Penalty: 5022.590820
	Iteration 34Q: 3 clusters Score -2923997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2923997.750000 Penalty: 5022.590820
	Iteration 35Q: 3 clusters Score -2923998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2924002.750000 Penalty: 5022.590820
	Iteration 36Q: 3 clusters Score -2924003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2924000.000000 Penalty: 5022.590820
	Iteration 37Q: 3 clusters Score -2924000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2924004.250000 Penalty: 5022.590820
	Iteration 38Q: 3 clusters Score -2924004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2924001.250000 Penalty: 5022.590820
	Iteration 39Q: 3 clusters Score -2924001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2924003.250000 Penalty: 5022.590820
	Iteration 40F: 3 clusters Score -2924003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2924002.500000 Penalty: 5022.590820
	Iteration 41Q: 3 clusters Score -2924002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2924002.500000 Penalty: 5022.590820
	Iteration 42F: 3 clusters Score -2924002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 35714 members 
Mstep: Class 3 contains 12741 members 
Mstep: Class 4 contains 96014 members 
Mstep: Class 5 contains 17968 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 16777 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13200 members 
Mstep: Class 10 contains 146420 members 
Mstep: Class 11 contains 42203 members 
Mstep: Class 12 contains 35721 members 
Mstep: Class 13 contains 6044 members 
Mstep: Class 14 contains 34496 members 
Mstep: Class 15 contains 195951 members 
Mstep: Class 16 contains 60266 members 
Mstep: Class 17 contains 198520 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152469 members 
Mstep: Class 21 contains 9114 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160731 members 
Mstep: Class 24 contains 20501 members 
Mstep: Class 25 contains 17196 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9152 members 
Mstep: Class 29 contains 18945 members 
Entering Unmasked Estep 
Score: -156057488.000000 Penalty: 101497.804688
Splitting cluster 13 changes total score from -156058208.000000 to -156057488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (34496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Entering Unmasked Estep 
Score: -4101722.250000 Penalty: 2591.252441
	Iteration 0F: 2 clusters Score -4101722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -4078329.000000 Penalty: 5182.504883
	Iteration 0F: 3 clusters Score -4078329 nChanged 15602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -4086823.750000 Penalty: 5182.504883
	Iteration 1F: 3 clusters Score -4086824 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -4087510.000000 Penalty: 5182.504883
	Iteration 2F: 3 clusters Score -4087510 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -4088308.750000 Penalty: 5182.504883
	Iteration 3F: 3 clusters Score -4088309 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -4089355.250000 Penalty: 5182.504883
	Iteration 4F: 3 clusters Score -4089355 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4090721.500000 Penalty: 5182.504883
	Iteration 5F: 3 clusters Score -4090722 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -4092390.000000 Penalty: 5182.504883
	Iteration 6F: 3 clusters Score -4092390 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -4094045.250000 Penalty: 5182.504883
	Iteration 7F: 3 clusters Score -4094045 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -4095415.500000 Penalty: 5182.504883
	Iteration 8F: 3 clusters Score -4095416 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -4096395.000000 Penalty: 5182.504883
	Iteration 9Q: 3 clusters Score -4096395 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -4097115.750000 Penalty: 5182.504883
	Iteration 10Q: 3 clusters Score -4097116 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4097616.750000 Penalty: 5182.504883
	Iteration 11Q: 3 clusters Score -4097617 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4097998.250000 Penalty: 5182.504883
	Iteration 12Q: 3 clusters Score -4097998 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -4098283.750000 Penalty: 5182.504883
	Iteration 13Q: 3 clusters Score -4098284 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -4098494.750000 Penalty: 5182.504883
	Iteration 14Q: 3 clusters Score -4098495 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4098707.500000 Penalty: 5182.504883
	Iteration 15Q: 3 clusters Score -4098708 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4098874.500000 Penalty: 5182.504883
	Iteration 16Q: 3 clusters Score -4098874 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4099010.500000 Penalty: 5182.504883
	Iteration 17Q: 3 clusters Score -4099010 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4099153.000000 Penalty: 5182.504883
	Iteration 18Q: 3 clusters Score -4099153 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4099263.000000 Penalty: 5182.504883
	Iteration 19Q: 3 clusters Score -4099263 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4099358.750000 Penalty: 5182.504883
	Iteration 20F: 3 clusters Score -4099359 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4099420.250000 Penalty: 5182.504883
	Iteration 21Q: 3 clusters Score -4099420 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4099487.250000 Penalty: 5182.504883
	Iteration 22Q: 3 clusters Score -4099487 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4099534.750000 Penalty: 5182.504883
	Iteration 23Q: 3 clusters Score -4099535 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4099577.000000 Penalty: 5182.504883
	Iteration 24Q: 3 clusters Score -4099577 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4099623.250000 Penalty: 5182.504883
	Iteration 25Q: 3 clusters Score -4099623 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4099645.500000 Penalty: 5182.504883
	Iteration 26Q: 3 clusters Score -4099646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4099677.500000 Penalty: 5182.504883
	Iteration 27Q: 3 clusters Score -4099678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4099690.000000 Penalty: 5182.504883
	Iteration 28Q: 3 clusters Score -4099690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4099699.250000 Penalty: 5182.504883
	Iteration 29Q: 3 clusters Score -4099699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4099700.250000 Penalty: 5182.504883
	Iteration 30Q: 3 clusters Score -4099700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4099719.000000 Penalty: 5182.504883
	Iteration 31Q: 3 clusters Score -4099719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4099720.000000 Penalty: 5182.504883
	Iteration 32Q: 3 clusters Score -4099720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4099724.250000 Penalty: 5182.504883
	Iteration 33Q: 3 clusters Score -4099724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4099739.000000 Penalty: 5182.504883
	Iteration 34Q: 3 clusters Score -4099739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4099740.250000 Penalty: 5182.504883
	Iteration 35Q: 3 clusters Score -4099740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4099739.250000 Penalty: 5182.504883
	Iteration 36Q: 3 clusters Score -4099739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4099742.250000 Penalty: 5182.504883
	Iteration 37Q: 3 clusters Score -4099742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4099750.750000 Penalty: 5182.504883
	Iteration 38Q: 3 clusters Score -4099751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4099752.000000 Penalty: 5182.504883
	Iteration 39Q: 3 clusters Score -4099752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4099757.250000 Penalty: 5182.504883
	Iteration 40F: 3 clusters Score -4099757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4099756.250000 Penalty: 5182.504883
	Iteration 41Q: 3 clusters Score -4099756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4099758.750000 Penalty: 5182.504883
	Iteration 42Q: 3 clusters Score -4099759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4099760.500000 Penalty: 5182.504883
	Iteration 43Q: 3 clusters Score -4099760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4099761.000000 Penalty: 5182.504883
	Iteration 44Q: 3 clusters Score -4099761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4099759.500000 Penalty: 5182.504883
	Iteration 45Q: 3 clusters Score -4099760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4099761.750000 Penalty: 5182.504883
	Iteration 46Q: 3 clusters Score -4099762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4099762.500000 Penalty: 5182.504883
	Iteration 47Q: 3 clusters Score -4099762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4099765.250000 Penalty: 5182.504883
	Iteration 48Q: 3 clusters Score -4099765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4099765.250000 Penalty: 5182.504883
	Iteration 49F: 3 clusters Score -4099765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (195951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195951 members 
Entering Unmasked Estep 
Score: -23354074.000000 Penalty: 3022.033936
	Iteration 0F: 2 clusters Score -2.335407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98326 members 
Mstep: Class 2 contains 97625 members 
Entering Unmasked Estep 
Score: -23237738.000000 Penalty: 6044.067871
	Iteration 0F: 3 clusters Score -2.323774e+07 nChanged 94435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104681 members 
Mstep: Class 2 contains 91270 members 
Entering Unmasked Estep 
Score: -23293960.000000 Penalty: 6044.067871
	Iteration 1F: 3 clusters Score -2.329396e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108351 members 
Mstep: Class 2 contains 87600 members 
Entering Unmasked Estep 
Score: -23296162.000000 Penalty: 6044.067871
	Iteration 2Q: 3 clusters Score -2.329616e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113737 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -23299536.000000 Penalty: 6044.067871
	Iteration 3Q: 3 clusters Score -2.329954e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121393 members 
Mstep: Class 2 contains 74558 members 
Entering Unmasked Estep 
Score: -23304938.000000 Penalty: 6044.067871
	Iteration 4F: 3 clusters Score -2.330494e+07 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131236 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -23312692.000000 Penalty: 6044.067871
	Iteration 5F: 3 clusters Score -2.331269e+07 nChanged 13226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142750 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -23322812.000000 Penalty: 6044.067871
	Iteration 6F: 3 clusters Score -2.332281e+07 nChanged 12749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154019 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -23332342.000000 Penalty: 6044.067871
	Iteration 7F: 3 clusters Score -2.333234e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162860 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -23339318.000000 Penalty: 6044.067871
	Iteration 8F: 3 clusters Score -2.333932e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168558 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -23343442.000000 Penalty: 6044.067871
	Iteration 9Q: 3 clusters Score -2.334344e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172105 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -23345886.000000 Penalty: 6044.067871
	Iteration 10Q: 3 clusters Score -2.334589e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174516 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -23347226.000000 Penalty: 6044.067871
	Iteration 11Q: 3 clusters Score -2.334723e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176384 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -23348034.000000 Penalty: 6044.067871
	Iteration 12Q: 3 clusters Score -2.334803e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177778 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -23348632.000000 Penalty: 6044.067871
	Iteration 13Q: 3 clusters Score -2.334863e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178920 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -23349256.000000 Penalty: 6044.067871
	Iteration 14Q: 3 clusters Score -2.334926e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179823 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -23349934.000000 Penalty: 6044.067871
	Iteration 15Q: 3 clusters Score -2.334993e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180578 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -23350398.000000 Penalty: 6044.067871
	Iteration 16Q: 3 clusters Score -2.33504e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181201 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -23350772.000000 Penalty: 6044.067871
	Iteration 17Q: 3 clusters Score -2.335077e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181730 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -23351118.000000 Penalty: 6044.067871
	Iteration 18Q: 3 clusters Score -2.335112e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182141 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -23351416.000000 Penalty: 6044.067871
	Iteration 19Q: 3 clusters Score -2.335142e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182404 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -23351780.000000 Penalty: 6044.067871
	Iteration 20F: 3 clusters Score -2.335178e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182577 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -23351964.000000 Penalty: 6044.067871
	Iteration 21Q: 3 clusters Score -2.335196e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182712 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -23352208.000000 Penalty: 6044.067871
	Iteration 22Q: 3 clusters Score -2.335221e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182775 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -23352336.000000 Penalty: 6044.067871
	Iteration 23Q: 3 clusters Score -2.335234e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182822 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -23352468.000000 Penalty: 6044.067871
	Iteration 24Q: 3 clusters Score -2.335247e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182862 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -23352506.000000 Penalty: 6044.067871
	Iteration 25Q: 3 clusters Score -2.335251e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182900 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -23352604.000000 Penalty: 6044.067871
	Iteration 26Q: 3 clusters Score -2.33526e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182940 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -23352778.000000 Penalty: 6044.067871
	Iteration 27Q: 3 clusters Score -2.335278e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182952 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -23352872.000000 Penalty: 6044.067871
	Iteration 28Q: 3 clusters Score -2.335287e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182958 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -23352944.000000 Penalty: 6044.067871
	Iteration 29Q: 3 clusters Score -2.335294e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182971 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -23352962.000000 Penalty: 6044.067871
	Iteration 30Q: 3 clusters Score -2.335296e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182962 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -23353012.000000 Penalty: 6044.067871
	Iteration 31Q: 3 clusters Score -2.335301e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182950 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -23353082.000000 Penalty: 6044.067871
	Iteration 32Q: 3 clusters Score -2.335308e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182913 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -23353156.000000 Penalty: 6044.067871
	Iteration 33Q: 3 clusters Score -2.335316e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182857 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -23353218.000000 Penalty: 6044.067871
	Iteration 34Q: 3 clusters Score -2.335322e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182809 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -23353256.000000 Penalty: 6044.067871
	Iteration 35Q: 3 clusters Score -2.335326e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182753 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -23353284.000000 Penalty: 6044.067871
	Iteration 36Q: 3 clusters Score -2.335328e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182690 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -23353362.000000 Penalty: 6044.067871
	Iteration 37Q: 3 clusters Score -2.335336e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182604 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -23353392.000000 Penalty: 6044.067871
	Iteration 38Q: 3 clusters Score -2.335339e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182520 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -23353454.000000 Penalty: 6044.067871
	Iteration 39Q: 3 clusters Score -2.335345e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182421 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -23353532.000000 Penalty: 6044.067871
	Iteration 40F: 3 clusters Score -2.335353e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182310 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -23353580.000000 Penalty: 6044.067871
	Iteration 41Q: 3 clusters Score -2.335358e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182208 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -23353648.000000 Penalty: 6044.067871
	Iteration 42Q: 3 clusters Score -2.335365e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182094 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -23353728.000000 Penalty: 6044.067871
	Iteration 43Q: 3 clusters Score -2.335373e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181990 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -23353772.000000 Penalty: 6044.067871
	Iteration 44Q: 3 clusters Score -2.335377e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181911 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -23353780.000000 Penalty: 6044.067871
	Iteration 45Q: 3 clusters Score -2.335378e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181827 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -23353798.000000 Penalty: 6044.067871
	Iteration 46Q: 3 clusters Score -2.33538e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181721 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -23353924.000000 Penalty: 6044.067871
	Iteration 47Q: 3 clusters Score -2.335392e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181596 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -23354026.000000 Penalty: 6044.067871
	Iteration 48Q: 3 clusters Score -2.335403e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181476 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -23354096.000000 Penalty: 6044.067871
	Iteration 49Q: 3 clusters Score -2.33541e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181373 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -23354180.000000 Penalty: 6044.067871
	Iteration 50Q: 3 clusters Score -2.335418e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181278 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -23354212.000000 Penalty: 6044.067871
	Iteration 51Q: 3 clusters Score -2.335421e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181194 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -23354276.000000 Penalty: 6044.067871
	Iteration 52Q: 3 clusters Score -2.335428e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181127 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -23354292.000000 Penalty: 6044.067871
	Iteration 53Q: 3 clusters Score -2.335429e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181047 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -23354324.000000 Penalty: 6044.067871
	Iteration 54Q: 3 clusters Score -2.335432e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180961 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -23354376.000000 Penalty: 6044.067871
	Iteration 55Q: 3 clusters Score -2.335438e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180873 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -23354384.000000 Penalty: 6044.067871
	Iteration 56Q: 3 clusters Score -2.335438e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180784 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -23354398.000000 Penalty: 6044.067871
	Iteration 57Q: 3 clusters Score -2.33544e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180683 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -23354468.000000 Penalty: 6044.067871
	Iteration 58Q: 3 clusters Score -2.335447e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180575 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -23354532.000000 Penalty: 6044.067871
	Iteration 59Q: 3 clusters Score -2.335453e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180472 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -23354562.000000 Penalty: 6044.067871
	Iteration 60F: 3 clusters Score -2.335456e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180377 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -23354598.000000 Penalty: 6044.067871
	Iteration 61Q: 3 clusters Score -2.33546e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180305 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -23354646.000000 Penalty: 6044.067871
	Iteration 62Q: 3 clusters Score -2.335465e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180236 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -23354654.000000 Penalty: 6044.067871
	Iteration 63Q: 3 clusters Score -2.335465e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180183 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -23354674.000000 Penalty: 6044.067871
	Iteration 64Q: 3 clusters Score -2.335467e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180138 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -23354696.000000 Penalty: 6044.067871
	Iteration 65Q: 3 clusters Score -2.33547e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180091 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -23354728.000000 Penalty: 6044.067871
	Iteration 66Q: 3 clusters Score -2.335473e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180047 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -23354734.000000 Penalty: 6044.067871
	Iteration 67Q: 3 clusters Score -2.335473e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180006 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -23354754.000000 Penalty: 6044.067871
	Iteration 68Q: 3 clusters Score -2.335475e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179955 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -23354782.000000 Penalty: 6044.067871
	Iteration 69Q: 3 clusters Score -2.335478e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179909 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -23354798.000000 Penalty: 6044.067871
	Iteration 70Q: 3 clusters Score -2.33548e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179866 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -23354818.000000 Penalty: 6044.067871
	Iteration 71Q: 3 clusters Score -2.335482e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179828 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -23354854.000000 Penalty: 6044.067871
	Iteration 72Q: 3 clusters Score -2.335485e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179791 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -23354866.000000 Penalty: 6044.067871
	Iteration 73Q: 3 clusters Score -2.335487e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179753 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -23354882.000000 Penalty: 6044.067871
	Iteration 74Q: 3 clusters Score -2.335488e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179717 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -23354898.000000 Penalty: 6044.067871
	Iteration 75Q: 3 clusters Score -2.33549e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179683 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -23354892.000000 Penalty: 6044.067871
	Iteration 76Q: 3 clusters Score -2.335489e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179642 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -23354934.000000 Penalty: 6044.067871
	Iteration 77Q: 3 clusters Score -2.335493e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179606 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -23354946.000000 Penalty: 6044.067871
	Iteration 78Q: 3 clusters Score -2.335495e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179568 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -23354962.000000 Penalty: 6044.067871
	Iteration 79Q: 3 clusters Score -2.335496e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179522 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -23354960.000000 Penalty: 6044.067871
	Iteration 80F: 3 clusters Score -2.335496e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179480 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -23354986.000000 Penalty: 6044.067871
	Iteration 81Q: 3 clusters Score -2.335499e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179448 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -23355036.000000 Penalty: 6044.067871
	Iteration 82Q: 3 clusters Score -2.335504e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179418 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -23355040.000000 Penalty: 6044.067871
	Iteration 83Q: 3 clusters Score -2.335504e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179387 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -23355054.000000 Penalty: 6044.067871
	Iteration 84Q: 3 clusters Score -2.335505e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179358 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -23355086.000000 Penalty: 6044.067871
	Iteration 85Q: 3 clusters Score -2.335509e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179323 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -23355144.000000 Penalty: 6044.067871
	Iteration 86Q: 3 clusters Score -2.335514e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179286 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -23355152.000000 Penalty: 6044.067871
	Iteration 87Q: 3 clusters Score -2.335515e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179249 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -23355150.000000 Penalty: 6044.067871
	Iteration 88Q: 3 clusters Score -2.335515e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179215 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -23355176.000000 Penalty: 6044.067871
	Iteration 89Q: 3 clusters Score -2.335518e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179181 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -23355188.000000 Penalty: 6044.067871
	Iteration 90Q: 3 clusters Score -2.335519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179158 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -23355214.000000 Penalty: 6044.067871
	Iteration 91Q: 3 clusters Score -2.335521e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179136 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -23355230.000000 Penalty: 6044.067871
	Iteration 92Q: 3 clusters Score -2.335523e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179118 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -23355258.000000 Penalty: 6044.067871
	Iteration 93Q: 3 clusters Score -2.335526e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179093 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -23355242.000000 Penalty: 6044.067871
	Iteration 94Q: 3 clusters Score -2.335524e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179066 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -23355244.000000 Penalty: 6044.067871
	Iteration 95Q: 3 clusters Score -2.335524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179052 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -23355244.000000 Penalty: 6044.067871
	Iteration 96Q: 3 clusters Score -2.335524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179036 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -23355262.000000 Penalty: 6044.067871
	Iteration 97Q: 3 clusters Score -2.335526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179019 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -23355288.000000 Penalty: 6044.067871
	Iteration 98Q: 3 clusters Score -2.335529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179007 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -23355302.000000 Penalty: 6044.067871
	Iteration 99Q: 3 clusters Score -2.33553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178999 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -23355286.000000 Penalty: 6044.067871
	Iteration 100F: 3 clusters Score -2.335529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178993 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -23355280.000000 Penalty: 6044.067871
	Iteration 101Q: 3 clusters Score -2.335528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178984 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -23355294.000000 Penalty: 6044.067871
	Iteration 102Q: 3 clusters Score -2.335529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178973 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -23355302.000000 Penalty: 6044.067871
	Iteration 103Q: 3 clusters Score -2.33553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178966 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -23355300.000000 Penalty: 6044.067871
	Iteration 104Q: 3 clusters Score -2.33553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178958 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -23355312.000000 Penalty: 6044.067871
	Iteration 105Q: 3 clusters Score -2.335531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178948 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -23355286.000000 Penalty: 6044.067871
	Iteration 106Q: 3 clusters Score -2.335529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178944 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -23355272.000000 Penalty: 6044.067871
	Iteration 107Q: 3 clusters Score -2.335527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178937 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -23355284.000000 Penalty: 6044.067871
	Iteration 108Q: 3 clusters Score -2.335528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178931 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -23355296.000000 Penalty: 6044.067871
	Iteration 109Q: 3 clusters Score -2.33553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178926 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -23355304.000000 Penalty: 6044.067871
	Iteration 110Q: 3 clusters Score -2.33553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178918 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -23355312.000000 Penalty: 6044.067871
	Iteration 111Q: 3 clusters Score -2.335531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178910 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -23355308.000000 Penalty: 6044.067871
	Iteration 112Q: 3 clusters Score -2.335531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178901 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -23355320.000000 Penalty: 6044.067871
	Iteration 113Q: 3 clusters Score -2.335532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178893 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -23355324.000000 Penalty: 6044.067871
	Iteration 114Q: 3 clusters Score -2.335532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178890 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -23355326.000000 Penalty: 6044.067871
	Iteration 115Q: 3 clusters Score -2.335533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178886 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -23355314.000000 Penalty: 6044.067871
	Iteration 116Q: 3 clusters Score -2.335531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178881 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -23355330.000000 Penalty: 6044.067871
	Iteration 117Q: 3 clusters Score -2.335533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178879 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -23355320.000000 Penalty: 6044.067871
	Iteration 118Q: 3 clusters Score -2.335532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178872 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -23355318.000000 Penalty: 6044.067871
	Iteration 119Q: 3 clusters Score -2.335532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178866 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -23355342.000000 Penalty: 6044.067871
	Iteration 120F: 3 clusters Score -2.335534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178863 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -23355344.000000 Penalty: 6044.067871
	Iteration 121Q: 3 clusters Score -2.335534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178859 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -23355348.000000 Penalty: 6044.067871
	Iteration 122Q: 3 clusters Score -2.335535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178857 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -23355344.000000 Penalty: 6044.067871
	Iteration 123Q: 3 clusters Score -2.335534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178855 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -23355356.000000 Penalty: 6044.067871
	Iteration 124Q: 3 clusters Score -2.335536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178855 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -23355356.000000 Penalty: 6044.067871
	Iteration 125F: 3 clusters Score -2.335536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 35714 members 
Mstep: Class 3 contains 12741 members 
Mstep: Class 4 contains 96014 members 
Mstep: Class 5 contains 17968 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 16777 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13200 members 
Mstep: Class 10 contains 146420 members 
Mstep: Class 11 contains 42203 members 
Mstep: Class 12 contains 35721 members 
Mstep: Class 13 contains 24989 members 
Mstep: Class 14 contains 34496 members 
Mstep: Class 15 contains 178855 members 
Mstep: Class 16 contains 60266 members 
Mstep: Class 17 contains 198520 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152469 members 
Mstep: Class 21 contains 9114 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160731 members 
Mstep: Class 24 contains 20501 members 
Mstep: Class 25 contains 17196 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9152 members 
Mstep: Class 29 contains 17096 members 
Entering Unmasked Estep 
Score: -156059328.000000 Penalty: 101497.804688
Splitting cluster 15 changes total score from -156058208.000000 to -156059328.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (60266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Entering Unmasked Estep 
Score: -7154190.000000 Penalty: 2729.617676
	Iteration 0F: 2 clusters Score -7154190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -7113570.500000 Penalty: 5459.235352
	Iteration 0F: 3 clusters Score -7113570 nChanged 28055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -7128992.000000 Penalty: 5459.235352
	Iteration 1F: 3 clusters Score -7128992 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -7129739.500000 Penalty: 5459.235352
	Iteration 2Q: 3 clusters Score -7129740 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -7130570.000000 Penalty: 5459.235352
	Iteration 3Q: 3 clusters Score -7130570 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -7131628.500000 Penalty: 5459.235352
	Iteration 4Q: 3 clusters Score -7131628 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -7132948.000000 Penalty: 5459.235352
	Iteration 5Q: 3 clusters Score -7132948 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -7134603.000000 Penalty: 5459.235352
	Iteration 6F: 3 clusters Score -7134603 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -7136289.500000 Penalty: 5459.235352
	Iteration 7F: 3 clusters Score -7136290 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -7137744.000000 Penalty: 5459.235352
	Iteration 8F: 3 clusters Score -7137744 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -7139065.000000 Penalty: 5459.235352
	Iteration 9Q: 3 clusters Score -7139065 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7140164 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -7141284.500000 Penalty: 5459.235352
	Iteration 11Q: 3 clusters Score -7141284 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7142709 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -7144549.500000 Penalty: 5459.235352
	Iteration 13Q: 3 clusters Score -7144550 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7146557 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -7148127.500000 Penalty: 5459.235352
	Iteration 15Q: 3 clusters Score -7148128 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -7149139.000000 Penalty: 5459.235352
	Iteration 16Q: 3 clusters Score -7149139 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -7149788.500000 Penalty: 5459.235352
	Iteration 17Q: 3 clusters Score -7149788 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -7150209.000000 Penalty: 5459.235352
	Iteration 18Q: 3 clusters Score -7150209 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -7150521.000000 Penalty: 5459.235352
	Iteration 19Q: 3 clusters Score -7150521 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -7150867.000000 Penalty: 5459.235352
	Iteration 20F: 3 clusters Score -7150867 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -7151170.500000 Penalty: 5459.235352
	Iteration 21Q: 3 clusters Score -7151170 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -7151428.500000 Penalty: 5459.235352
	Iteration 22Q: 3 clusters Score -7151428 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -7151664.000000 Penalty: 5459.235352
	Iteration 23Q: 3 clusters Score -7151664 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -7151864.500000 Penalty: 5459.235352
	Iteration 24Q: 3 clusters Score -7151864 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -7152018.000000 Penalty: 5459.235352
	Iteration 25Q: 3 clusters Score -7152018 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -7152108.000000 Penalty: 5459.235352
	Iteration 26Q: 3 clusters Score -7152108 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -7152172.500000 Penalty: 5459.235352
	Iteration 27Q: 3 clusters Score -7152172 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -7152251.000000 Penalty: 5459.235352
	Iteration 28Q: 3 clusters Score -7152251 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -7152313.000000 Penalty: 5459.235352
	Iteration 29Q: 3 clusters Score -7152313 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -7152379.500000 Penalty: 5459.235352
	Iteration 30Q: 3 clusters Score -7152380 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -7152442.000000 Penalty: 5459.235352
	Iteration 31Q: 3 clusters Score -7152442 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7152496 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -7152517.500000 Penalty: 5459.235352
	Iteration 33Q: 3 clusters Score -7152518 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -7152549.500000 Penalty: 5459.235352
	Iteration 34Q: 3 clusters Score -7152550 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -7152606.500000 Penalty: 5459.235352
	Iteration 35Q: 3 clusters Score -7152606 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -7152632.000000 Penalty: 5459.235352
	Iteration 36Q: 3 clusters Score -7152632 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -7152658.000000 Penalty: 5459.235352
	Iteration 37Q: 3 clusters Score -7152658 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -7152693.000000 Penalty: 5459.235352
	Iteration 38Q: 3 clusters Score -7152693 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -7152716.500000 Penalty: 5459.235352
	Iteration 39Q: 3 clusters Score -7152716 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -7152722.000000 Penalty: 5459.235352
	Iteration 40F: 3 clusters Score -7152722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -7152732.500000 Penalty: 5459.235352
	Iteration 41Q: 3 clusters Score -7152732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -7152722.000000 Penalty: 5459.235352
	Iteration 42Q: 3 clusters Score -7152722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -7152766.500000 Penalty: 5459.235352
	Iteration 43Q: 3 clusters Score -7152766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -7152759.500000 Penalty: 5459.235352
	Iteration 44Q: 3 clusters Score -7152760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -7152770.500000 Penalty: 5459.235352
	Iteration 45Q: 3 clusters Score -7152770 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -7152777.000000 Penalty: 5459.235352
	Iteration 46Q: 3 clusters Score -7152777 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -7152807.000000 Penalty: 5459.235352
	Iteration 47Q: 3 clusters Score -7152807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -7152792.500000 Penalty: 5459.235352
	Iteration 48Q: 3 clusters Score -7152792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -7152815.500000 Penalty: 5459.235352
	Iteration 49Q: 3 clusters Score -7152816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -7152839.000000 Penalty: 5459.235352
	Iteration 50Q: 3 clusters Score -7152839 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -7152848.500000 Penalty: 5459.235352
	Iteration 51Q: 3 clusters Score -7152848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -7152824.500000 Penalty: 5459.235352
	Iteration 52Q: 3 clusters Score -7152824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -7152837.500000 Penalty: 5459.235352
	Iteration 53Q: 3 clusters Score -7152838 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -7152853.500000 Penalty: 5459.235352
	Iteration 54Q: 3 clusters Score -7152854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -7152850.500000 Penalty: 5459.235352
	Iteration 55Q: 3 clusters Score -7152850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -7152858.500000 Penalty: 5459.235352
	Iteration 56Q: 3 clusters Score -7152858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -7152870.500000 Penalty: 5459.235352
	Iteration 57Q: 3 clusters Score -7152870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -7152888.500000 Penalty: 5459.235352
	Iteration 58Q: 3 clusters Score -7152888 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -7152891.500000 Penalty: 5459.235352
	Iteration 59Q: 3 clusters Score -7152892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -7152904.500000 Penalty: 5459.235352
	Iteration 60F: 3 clusters Score -7152904 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -7152884.000000 Penalty: 5459.235352
	Iteration 61Q: 3 clusters Score -7152884 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -7152915.000000 Penalty: 5459.235352
	Iteration 62Q: 3 clusters Score -7152915 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -7152928.500000 Penalty: 5459.235352
	Iteration 63Q: 3 clusters Score -7152928 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -7152963.500000 Penalty: 5459.235352
	Iteration 64Q: 3 clusters Score -7152964 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -7153012.000000 Penalty: 5459.235352
	Iteration 65Q: 3 clusters Score -7153012 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -7153091.000000 Penalty: 5459.235352
	Iteration 66Q: 3 clusters Score -7153091 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -7153177.000000 Penalty: 5459.235352
	Iteration 67Q: 3 clusters Score -7153177 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -7153254.000000 Penalty: 5459.235352
	Iteration 68Q: 3 clusters Score -7153254 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -7153295.500000 Penalty: 5459.235352
	Iteration 69Q: 3 clusters Score -7153296 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -7153313.500000 Penalty: 5459.235352
	Iteration 70Q: 3 clusters Score -7153314 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -7153360.000000 Penalty: 5459.235352
	Iteration 71Q: 3 clusters Score -7153360 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -7153376.000000 Penalty: 5459.235352
	Iteration 72Q: 3 clusters Score -7153376 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -7153386.500000 Penalty: 5459.235352
	Iteration 73Q: 3 clusters Score -7153386 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -7153380.000000 Penalty: 5459.235352
	Iteration 74Q: 3 clusters Score -7153380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -7153378.500000 Penalty: 5459.235352
	Iteration 75Q: 3 clusters Score -7153378 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -7153420.000000 Penalty: 5459.235352
	Iteration 76Q: 3 clusters Score -7153420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -7153435.000000 Penalty: 5459.235352
	Iteration 77Q: 3 clusters Score -7153435 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -7153451.500000 Penalty: 5459.235352
	Iteration 78Q: 3 clusters Score -7153452 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -7153461.500000 Penalty: 5459.235352
	Iteration 79Q: 3 clusters Score -7153462 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -7153472.500000 Penalty: 5459.235352
	Iteration 80F: 3 clusters Score -7153472 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -7153465.000000 Penalty: 5459.235352
	Iteration 81Q: 3 clusters Score -7153465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -7153479.500000 Penalty: 5459.235352
	Iteration 82Q: 3 clusters Score -7153480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -7153483.000000 Penalty: 5459.235352
	Iteration 83Q: 3 clusters Score -7153483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -7153485.500000 Penalty: 5459.235352
	Iteration 84Q: 3 clusters Score -7153486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -7153493.500000 Penalty: 5459.235352
	Iteration 85Q: 3 clusters Score -7153494 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -7153500.000000 Penalty: 5459.235352
	Iteration 86Q: 3 clusters Score -7153500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -7153502.500000 Penalty: 5459.235352
	Iteration 87Q: 3 clusters Score -7153502 nChanged 11
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Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -7153508.000000 Penalty: 5459.235352
	Iteration 88Q: 3 clusters Score -7153508 nChanged 7
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Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7153503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7153502 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -7153496.500000 Penalty: 5459.235352
	Iteration 91Q: 3 clusters Score -7153496 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -7153490.000000 Penalty: 5459.235352
	Iteration 92Q: 3 clusters Score -7153490 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6227 members 
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Entering Unmasked Estep 
Score: -7153494.500000 Penalty: 5459.235352
	Iteration 93Q: 3 clusters Score -7153494 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -7153495.500000 Penalty: 5459.235352
	Iteration 94Q: 3 clusters Score -7153496 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6219 members 
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Entering Unmasked Estep 
Score: -7153499.000000 Penalty: 5459.235352
	Iteration 95Q: 3 clusters Score -7153499 nChanged 4
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Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -7153502.500000 Penalty: 5459.235352
	Iteration 96Q: 3 clusters Score -7153502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
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Entering Unmasked Estep 
Score: -7153492.500000 Penalty: 5459.235352
	Iteration 97Q: 3 clusters Score -7153492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7153498 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -7153500.500000 Penalty: 5459.235352
	Iteration 99Q: 3 clusters Score -7153500 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -7153505.000000 Penalty: 5459.235352
	Iteration 100F: 3 clusters Score -7153505 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -7153509.000000 Penalty: 5459.235352
	Iteration 101Q: 3 clusters Score -7153509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -7153509.500000 Penalty: 5459.235352
	Iteration 102Q: 3 clusters Score -7153510 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -7153511.500000 Penalty: 5459.235352
	Iteration 103Q: 3 clusters Score -7153512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -7153508.500000 Penalty: 5459.235352
	Iteration 104Q: 3 clusters Score -7153508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -7153508.500000 Penalty: 5459.235352
	Iteration 105F: 3 clusters Score -7153508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (198520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198520 members 
Entering Unmasked Estep 
Score: -23502726.000000 Penalty: 3025.263916
	Iteration 0F: 2 clusters Score -2.350273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 98964 members 
Entering Unmasked Estep 
Score: -23375406.000000 Penalty: 6050.527832
	Iteration 0F: 3 clusters Score -2.337541e+07 nChanged 95165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 92317 members 
Entering Unmasked Estep 
Score: -23432120.000000 Penalty: 6050.527832
	Iteration 1F: 3 clusters Score -2.343212e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110393 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -23434136.000000 Penalty: 6050.527832
	Iteration 2Q: 3 clusters Score -2.343414e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116671 members 
Mstep: Class 2 contains 81849 members 
Entering Unmasked Estep 
Score: -23436842.000000 Penalty: 6050.527832
	Iteration 3Q: 3 clusters Score -2.343684e+07 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125938 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -23442216.000000 Penalty: 6050.527832
	Iteration 4F: 3 clusters Score -2.344222e+07 nChanged 13571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138671 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -23451628.000000 Penalty: 6050.527832
	Iteration 5F: 3 clusters Score -2.345163e+07 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154125 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -23464730.000000 Penalty: 6050.527832
	Iteration 6F: 3 clusters Score -2.346473e+07 nChanged 16310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170253 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -23478684.000000 Penalty: 6050.527832
	Iteration 7F: 3 clusters Score -2.347868e+07 nChanged 13244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183433 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -23489910.000000 Penalty: 6050.527832
	Iteration 8F: 3 clusters Score -2.348991e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191566 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -23495986.000000 Penalty: 6050.527832
	Iteration 9Q: 3 clusters Score -2.349599e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195583 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -23498570.000000 Penalty: 6050.527832
	Iteration 10Q: 3 clusters Score -2.349857e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197189 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -23499474.000000 Penalty: 6050.527832
	Iteration 11Q: 3 clusters Score -2.349947e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197816 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -23499734.000000 Penalty: 6050.527832
	Iteration 12Q: 3 clusters Score -2.349973e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198041 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -23499926.000000 Penalty: 6050.527832
	Iteration 13Q: 3 clusters Score -2.349993e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198136 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -23500030.000000 Penalty: 6050.527832
	Iteration 14Q: 3 clusters Score -2.350003e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198177 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23500116.000000 Penalty: 6050.527832
	Iteration 15Q: 3 clusters Score -2.350012e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198193 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23500130.000000 Penalty: 6050.527832
	Iteration 16Q: 3 clusters Score -2.350013e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198208 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23500146.000000 Penalty: 6050.527832
	Iteration 17Q: 3 clusters Score -2.350015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198213 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23500182.000000 Penalty: 6050.527832
	Iteration 18Q: 3 clusters Score -2.350018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198220 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23500178.000000 Penalty: 6050.527832
	Iteration 19Q: 3 clusters Score -2.350018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198226 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23500184.000000 Penalty: 6050.527832
	Iteration 20F: 3 clusters Score -2.350018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198229 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -23500202.000000 Penalty: 6050.527832
	Iteration 21Q: 3 clusters Score -2.35002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198230 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23500214.000000 Penalty: 6050.527832
	Iteration 22Q: 3 clusters Score -2.350021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198231 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23500220.000000 Penalty: 6050.527832
	Iteration 23Q: 3 clusters Score -2.350022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198234 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23500200.000000 Penalty: 6050.527832
	Iteration 24Q: 3 clusters Score -2.35002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198238 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23500188.000000 Penalty: 6050.527832
	Iteration 25Q: 3 clusters Score -2.350019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198237 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23500186.000000 Penalty: 6050.527832
	Iteration 26Q: 3 clusters Score -2.350019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198236 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23500192.000000 Penalty: 6050.527832
	Iteration 27Q: 3 clusters Score -2.350019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198239 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23500202.000000 Penalty: 6050.527832
	Iteration 28Q: 3 clusters Score -2.35002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198238 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23500210.000000 Penalty: 6050.527832
	Iteration 29Q: 3 clusters Score -2.350021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198238 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23500210.000000 Penalty: 6050.527832
	Iteration 30F: 3 clusters Score -2.350021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -382189.500000 Penalty: 2019.520264
	Iteration 0F: 2 clusters Score -382189.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -378619.062500 Penalty: 4039.040527
	Iteration 0F: 3 clusters Score -378619.1 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -379349.750000 Penalty: 4039.040527
	Iteration 1F: 3 clusters Score -379349.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -379545.218750 Penalty: 4039.040527
	Iteration 2F: 3 clusters Score -379545.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -379679.250000 Penalty: 4039.040527
	Iteration 3F: 3 clusters Score -379679.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -379805.937500 Penalty: 4039.040527
	Iteration 4Q: 3 clusters Score -379805.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -379929.437500 Penalty: 4039.040527
	Iteration 5Q: 3 clusters Score -379929.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -380067.250000 Penalty: 4039.040527
	Iteration 6Q: 3 clusters Score -380067.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -380211.593750 Penalty: 4039.040527
	Iteration 7Q: 3 clusters Score -380211.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -380354.250000 Penalty: 4039.040527
	Iteration 8Q: 3 clusters Score -380354.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -380486.906250 Penalty: 4039.040527
	Iteration 9Q: 3 clusters Score -380486.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -380587.750000 Penalty: 4039.040527
	Iteration 10Q: 3 clusters Score -380587.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -380681.687500 Penalty: 4039.040527
	Iteration 11Q: 3 clusters Score -380681.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -380748.187500 Penalty: 4039.040527
	Iteration 12Q: 3 clusters Score -380748.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -380798.500000 Penalty: 4039.040527
	Iteration 13Q: 3 clusters Score -380798.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -380834.093750 Penalty: 4039.040527
	Iteration 14Q: 3 clusters Score -380834.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -380861.250000 Penalty: 4039.040527
	Iteration 15Q: 3 clusters Score -380861.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -380884.000000 Penalty: 4039.040527
	Iteration 16Q: 3 clusters Score -380884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -380901.812500 Penalty: 4039.040527
	Iteration 17Q: 3 clusters Score -380901.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -380916.062500 Penalty: 4039.040527
	Iteration 18Q: 3 clusters Score -380916.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -380922.687500 Penalty: 4039.040527
	Iteration 19Q: 3 clusters Score -380922.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -380927.468750 Penalty: 4039.040527
	Iteration 20F: 3 clusters Score -380927.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -380931.312500 Penalty: 4039.040527
	Iteration 21Q: 3 clusters Score -380931.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -380935.687500 Penalty: 4039.040527
	Iteration 22Q: 3 clusters Score -380935.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -380939.687500 Penalty: 4039.040527
	Iteration 23Q: 3 clusters Score -380939.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -380943.437500 Penalty: 4039.040527
	Iteration 24Q: 3 clusters Score -380943.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -380944.656250 Penalty: 4039.040527
	Iteration 25Q: 3 clusters Score -380944.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -380944.562500 Penalty: 4039.040527
	Iteration 26Q: 3 clusters Score -380944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -380945.375000 Penalty: 4039.040527
	Iteration 27Q: 3 clusters Score -380945.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -380945.375000 Penalty: 4039.040527
	Iteration 28Q: 3 clusters Score -380945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -380945.375000 Penalty: 4039.040527
	Iteration 29F: 3 clusters Score -380945.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Entering Unmasked Estep 
Score: -549377.500000 Penalty: 2112.759277
	Iteration 0F: 2 clusters Score -549377.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -544897.375000 Penalty: 4225.518555
	Iteration 0F: 3 clusters Score -544897.4 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -546281.750000 Penalty: 4225.518555
	Iteration 1F: 3 clusters Score -546281.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -546731.437500 Penalty: 4225.518555
	Iteration 2F: 3 clusters Score -546731.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -547026.250000 Penalty: 4225.518555
	Iteration 3F: 3 clusters Score -547026.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -547271.500000 Penalty: 4225.518555
	Iteration 4F: 3 clusters Score -547271.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -547475.000000 Penalty: 4225.518555
	Iteration 5F: 3 clusters Score -547475 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -547614.125000 Penalty: 4225.518555
	Iteration 6Q: 3 clusters Score -547614.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -547721.812500 Penalty: 4225.518555
	Iteration 7Q: 3 clusters Score -547721.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -547806.562500 Penalty: 4225.518555
	Iteration 8Q: 3 clusters Score -547806.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -547867.562500 Penalty: 4225.518555
	Iteration 9Q: 3 clusters Score -547867.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -547909.125000 Penalty: 4225.518555
	Iteration 10Q: 3 clusters Score -547909.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -547932.500000 Penalty: 4225.518555
	Iteration 11Q: 3 clusters Score -547932.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -547951.687500 Penalty: 4225.518555
	Iteration 12Q: 3 clusters Score -547951.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -547964.000000 Penalty: 4225.518555
	Iteration 13Q: 3 clusters Score -547964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -547975.187500 Penalty: 4225.518555
	Iteration 14Q: 3 clusters Score -547975.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -547988.000000 Penalty: 4225.518555
	Iteration 15Q: 3 clusters Score -547988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -547993.687500 Penalty: 4225.518555
	Iteration 16Q: 3 clusters Score -547993.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -547999.062500 Penalty: 4225.518555
	Iteration 17Q: 3 clusters Score -547999.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -548002.312500 Penalty: 4225.518555
	Iteration 18Q: 3 clusters Score -548002.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -548005.312500 Penalty: 4225.518555
	Iteration 19Q: 3 clusters Score -548005.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -548008.000000 Penalty: 4225.518555
	Iteration 20F: 3 clusters Score -548008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -548009.625000 Penalty: 4225.518555
	Iteration 21Q: 3 clusters Score -548009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -548011.437500 Penalty: 4225.518555
	Iteration 22Q: 3 clusters Score -548011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -548011.875000 Penalty: 4225.518555
	Iteration 23Q: 3 clusters Score -548011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -548011.875000 Penalty: 4225.518555
	Iteration 24F: 3 clusters Score -548011.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (152469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152469 members 
Entering Unmasked Estep 
Score: -18290182.000000 Penalty: 2959.809570
	Iteration 0F: 2 clusters Score -1.829018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 76114 members 
Entering Unmasked Estep 
Score: -18188770.000000 Penalty: 5919.619141
	Iteration 0F: 3 clusters Score -1.818877e+07 nChanged 73040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78267 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -18231570.000000 Penalty: 5919.619141
	Iteration 1F: 3 clusters Score -1.823157e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -18232768.000000 Penalty: 5919.619141
	Iteration 2Q: 3 clusters Score -1.823277e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -18233994.000000 Penalty: 5919.619141
	Iteration 3Q: 3 clusters Score -1.823399e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -18235938.000000 Penalty: 5919.619141
	Iteration 4Q: 3 clusters Score -1.823594e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88471 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -18239032.000000 Penalty: 5919.619141
	Iteration 5Q: 3 clusters Score -1.823903e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -18243820.000000 Penalty: 5919.619141
	Iteration 6F: 3 clusters Score -1.824382e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103419 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -18251026.000000 Penalty: 5919.619141
	Iteration 7F: 3 clusters Score -1.825103e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113337 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -18260640.000000 Penalty: 5919.619141
	Iteration 8F: 3 clusters Score -1.826064e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122528 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -18270376.000000 Penalty: 5919.619141
	Iteration 9F: 3 clusters Score -1.827038e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129004 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -18277556.000000 Penalty: 5919.619141
	Iteration 10F: 3 clusters Score -1.827756e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132823 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -18281542.000000 Penalty: 5919.619141
	Iteration 11Q: 3 clusters Score -1.828154e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135279 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -18283470.000000 Penalty: 5919.619141
	Iteration 12Q: 3 clusters Score -1.828347e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137199 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -18284678.000000 Penalty: 5919.619141
	Iteration 13Q: 3 clusters Score -1.828468e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138755 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -18285448.000000 Penalty: 5919.619141
	Iteration 14Q: 3 clusters Score -1.828545e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140098 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -18286188.000000 Penalty: 5919.619141
	Iteration 15Q: 3 clusters Score -1.828619e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141256 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -18286656.000000 Penalty: 5919.619141
	Iteration 16Q: 3 clusters Score -1.828666e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142276 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -18287118.000000 Penalty: 5919.619141
	Iteration 17Q: 3 clusters Score -1.828712e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143189 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -18287418.000000 Penalty: 5919.619141
	Iteration 18Q: 3 clusters Score -1.828742e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143965 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -18287632.000000 Penalty: 5919.619141
	Iteration 19Q: 3 clusters Score -1.828763e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144651 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -18287900.000000 Penalty: 5919.619141
	Iteration 20F: 3 clusters Score -1.82879e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145267 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -18288132.000000 Penalty: 5919.619141
	Iteration 21Q: 3 clusters Score -1.828813e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145871 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -18288312.000000 Penalty: 5919.619141
	Iteration 22Q: 3 clusters Score -1.828831e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146404 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -18288444.000000 Penalty: 5919.619141
	Iteration 23Q: 3 clusters Score -1.828844e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146869 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -18288472.000000 Penalty: 5919.619141
	Iteration 24Q: 3 clusters Score -1.828847e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147280 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -18288526.000000 Penalty: 5919.619141
	Iteration 25Q: 3 clusters Score -1.828853e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147636 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -18288588.000000 Penalty: 5919.619141
	Iteration 26Q: 3 clusters Score -1.828859e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147934 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -18288604.000000 Penalty: 5919.619141
	Iteration 27Q: 3 clusters Score -1.82886e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148216 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -18288588.000000 Penalty: 5919.619141
	Iteration 28Q: 3 clusters Score -1.828859e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148467 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -18288622.000000 Penalty: 5919.619141
	Iteration 29Q: 3 clusters Score -1.828862e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148708 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -18288612.000000 Penalty: 5919.619141
	Iteration 30Q: 3 clusters Score -1.828861e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148918 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -18288662.000000 Penalty: 5919.619141
	Iteration 31Q: 3 clusters Score -1.828866e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149109 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -18288712.000000 Penalty: 5919.619141
	Iteration 32Q: 3 clusters Score -1.828871e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149273 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -18288786.000000 Penalty: 5919.619141
	Iteration 33Q: 3 clusters Score -1.828879e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149414 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -18288802.000000 Penalty: 5919.619141
	Iteration 34Q: 3 clusters Score -1.82888e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149542 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -18288802.000000 Penalty: 5919.619141
	Iteration 35Q: 3 clusters Score -1.82888e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149661 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -18288846.000000 Penalty: 5919.619141
	Iteration 36Q: 3 clusters Score -1.828885e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149746 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -18288858.000000 Penalty: 5919.619141
	Iteration 37Q: 3 clusters Score -1.828886e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149838 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -18288872.000000 Penalty: 5919.619141
	Iteration 38Q: 3 clusters Score -1.828887e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149937 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -18288866.000000 Penalty: 5919.619141
	Iteration 39Q: 3 clusters Score -1.828887e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150041 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -18288852.000000 Penalty: 5919.619141
	Iteration 40F: 3 clusters Score -1.828885e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150115 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -18288852.000000 Penalty: 5919.619141
	Iteration 41Q: 3 clusters Score -1.828885e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150175 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -18288834.000000 Penalty: 5919.619141
	Iteration 42Q: 3 clusters Score -1.828883e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150227 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -18288856.000000 Penalty: 5919.619141
	Iteration 43Q: 3 clusters Score -1.828886e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150285 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -18288866.000000 Penalty: 5919.619141
	Iteration 44Q: 3 clusters Score -1.828887e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150328 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -18288866.000000 Penalty: 5919.619141
	Iteration 45Q: 3 clusters Score -1.828887e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150364 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -18288884.000000 Penalty: 5919.619141
	Iteration 46Q: 3 clusters Score -1.828888e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150406 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -18288862.000000 Penalty: 5919.619141
	Iteration 47Q: 3 clusters Score -1.828886e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150437 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -18288876.000000 Penalty: 5919.619141
	Iteration 48Q: 3 clusters Score -1.828888e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150474 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -18288866.000000 Penalty: 5919.619141
	Iteration 49Q: 3 clusters Score -1.828887e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150501 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -18288886.000000 Penalty: 5919.619141
	Iteration 50Q: 3 clusters Score -1.828889e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150530 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -18288862.000000 Penalty: 5919.619141
	Iteration 51Q: 3 clusters Score -1.828886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150550 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -18288860.000000 Penalty: 5919.619141
	Iteration 52Q: 3 clusters Score -1.828886e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150571 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -18288856.000000 Penalty: 5919.619141
	Iteration 53Q: 3 clusters Score -1.828886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150598 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -18288876.000000 Penalty: 5919.619141
	Iteration 54Q: 3 clusters Score -1.828888e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150624 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -18288880.000000 Penalty: 5919.619141
	Iteration 55Q: 3 clusters Score -1.828888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150641 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -18288860.000000 Penalty: 5919.619141
	Iteration 56Q: 3 clusters Score -1.828886e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -18288872.000000 Penalty: 5919.619141
	Iteration 57Q: 3 clusters Score -1.828887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150674 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -18288878.000000 Penalty: 5919.619141
	Iteration 58Q: 3 clusters Score -1.828888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150683 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -18288888.000000 Penalty: 5919.619141
	Iteration 59Q: 3 clusters Score -1.828889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150690 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -18288884.000000 Penalty: 5919.619141
	Iteration 60F: 3 clusters Score -1.828888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150691 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -18288880.000000 Penalty: 5919.619141
	Iteration 61Q: 3 clusters Score -1.828888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150696 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -18288872.000000 Penalty: 5919.619141
	Iteration 62Q: 3 clusters Score -1.828887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150705 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -18288866.000000 Penalty: 5919.619141
	Iteration 63Q: 3 clusters Score -1.828887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150712 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -18288890.000000 Penalty: 5919.619141
	Iteration 64Q: 3 clusters Score -1.828889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150719 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -18288886.000000 Penalty: 5919.619141
	Iteration 65Q: 3 clusters Score -1.828889e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150726 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -18288878.000000 Penalty: 5919.619141
	Iteration 66Q: 3 clusters Score -1.828888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150733 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -18288888.000000 Penalty: 5919.619141
	Iteration 67Q: 3 clusters Score -1.828889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150735 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -18288876.000000 Penalty: 5919.619141
	Iteration 68Q: 3 clusters Score -1.828888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150737 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -18288880.000000 Penalty: 5919.619141
	Iteration 69Q: 3 clusters Score -1.828888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150738 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -18288876.000000 Penalty: 5919.619141
	Iteration 70Q: 3 clusters Score -1.828888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150741 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -18288888.000000 Penalty: 5919.619141
	Iteration 71Q: 3 clusters Score -1.828889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150744 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -18288892.000000 Penalty: 5919.619141
	Iteration 72Q: 3 clusters Score -1.828889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150747 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -18288892.000000 Penalty: 5919.619141
	Iteration 73Q: 3 clusters Score -1.828889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150750 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -18288890.000000 Penalty: 5919.619141
	Iteration 74Q: 3 clusters Score -1.828889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150752 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -18288892.000000 Penalty: 5919.619141
	Iteration 75Q: 3 clusters Score -1.828889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150755 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -18288902.000000 Penalty: 5919.619141
	Iteration 76Q: 3 clusters Score -1.82889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150758 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -18288906.000000 Penalty: 5919.619141
	Iteration 77Q: 3 clusters Score -1.828891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150763 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -18288898.000000 Penalty: 5919.619141
	Iteration 78Q: 3 clusters Score -1.82889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150769 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -18288906.000000 Penalty: 5919.619141
	Iteration 79Q: 3 clusters Score -1.828891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150774 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -18288892.000000 Penalty: 5919.619141
	Iteration 80F: 3 clusters Score -1.828889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150776 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -18288880.000000 Penalty: 5919.619141
	Iteration 81Q: 3 clusters Score -1.828888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -18288880.000000 Penalty: 5919.619141
	Iteration 82Q: 3 clusters Score -1.828888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -18288880.000000 Penalty: 5919.619141
	Iteration 83F: 3 clusters Score -1.828888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Entering Unmasked Estep 
Score: -978465.312500 Penalty: 2261.156738
	Iteration 0F: 2 clusters Score -978465.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -971367.687500 Penalty: 4522.313477
	Iteration 0F: 3 clusters Score -971367.7 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -973670.375000 Penalty: 4522.313477
	Iteration 1F: 3 clusters Score -973670.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -974140.000000 Penalty: 4522.313477
	Iteration 2F: 3 clusters Score -974140 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -974578.625000 Penalty: 4522.313477
	Iteration 3F: 3 clusters Score -974578.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -974984.937500 Penalty: 4522.313477
	Iteration 4F: 3 clusters Score -974984.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -975356.500000 Penalty: 4522.313477
	Iteration 5F: 3 clusters Score -975356.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -975679.062500 Penalty: 4522.313477
	Iteration 6Q: 3 clusters Score -975679.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -975908.437500 Penalty: 4522.313477
	Iteration 7Q: 3 clusters Score -975908.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -976062.000000 Penalty: 4522.313477
	Iteration 8Q: 3 clusters Score -976062 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -976182.250000 Penalty: 4522.313477
	Iteration 9Q: 3 clusters Score -976182.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -976307.062500 Penalty: 4522.313477
	Iteration 10Q: 3 clusters Score -976307.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -976426.500000 Penalty: 4522.313477
	Iteration 11Q: 3 clusters Score -976426.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -976551.062500 Penalty: 4522.313477
	Iteration 12Q: 3 clusters Score -976551.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -976653.937500 Penalty: 4522.313477
	Iteration 13Q: 3 clusters Score -976653.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -976745.750000 Penalty: 4522.313477
	Iteration 14Q: 3 clusters Score -976745.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -976806.125000 Penalty: 4522.313477
	Iteration 15Q: 3 clusters Score -976806.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -976855.062500 Penalty: 4522.313477
	Iteration 16Q: 3 clusters Score -976855.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -976897.750000 Penalty: 4522.313477
	Iteration 17Q: 3 clusters Score -976897.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -976934.687500 Penalty: 4522.313477
	Iteration 18Q: 3 clusters Score -976934.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -976961.750000 Penalty: 4522.313477
	Iteration 19Q: 3 clusters Score -976961.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -976986.000000 Penalty: 4522.313477
	Iteration 20F: 3 clusters Score -976986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -977009.062500 Penalty: 4522.313477
	Iteration 21Q: 3 clusters Score -977009.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -977026.875000 Penalty: 4522.313477
	Iteration 22Q: 3 clusters Score -977026.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -977042.437500 Penalty: 4522.313477
	Iteration 23Q: 3 clusters Score -977042.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -977056.312500 Penalty: 4522.313477
	Iteration 24Q: 3 clusters Score -977056.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -977076.750000 Penalty: 4522.313477
	Iteration 25Q: 3 clusters Score -977076.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -977097.437500 Penalty: 4522.313477
	Iteration 26Q: 3 clusters Score -977097.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -977119.812500 Penalty: 4522.313477
	Iteration 27Q: 3 clusters Score -977119.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -977142.187500 Penalty: 4522.313477
	Iteration 28Q: 3 clusters Score -977142.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -977160.687500 Penalty: 4522.313477
	Iteration 29Q: 3 clusters Score -977160.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -977175.125000 Penalty: 4522.313477
	Iteration 30Q: 3 clusters Score -977175.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -977190.812500 Penalty: 4522.313477
	Iteration 31Q: 3 clusters Score -977190.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -977213.062500 Penalty: 4522.313477
	Iteration 32Q: 3 clusters Score -977213.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -977232.000000 Penalty: 4522.313477
	Iteration 33Q: 3 clusters Score -977232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -977257.625000 Penalty: 4522.313477
	Iteration 34Q: 3 clusters Score -977257.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -977273.375000 Penalty: 4522.313477
	Iteration 35Q: 3 clusters Score -977273.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -977285.812500 Penalty: 4522.313477
	Iteration 36Q: 3 clusters Score -977285.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -977296.875000 Penalty: 4522.313477
	Iteration 37Q: 3 clusters Score -977296.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -977306.812500 Penalty: 4522.313477
	Iteration 38Q: 3 clusters Score -977306.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -977314.312500 Penalty: 4522.313477
	Iteration 39Q: 3 clusters Score -977314.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -977320.000000 Penalty: 4522.313477
	Iteration 40F: 3 clusters Score -977320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -977323.250000 Penalty: 4522.313477
	Iteration 41Q: 3 clusters Score -977323.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -977330.812500 Penalty: 4522.313477
	Iteration 42Q: 3 clusters Score -977330.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -977337.375000 Penalty: 4522.313477
	Iteration 43Q: 3 clusters Score -977337.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -977341.187500 Penalty: 4522.313477
	Iteration 44Q: 3 clusters Score -977341.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -977349.125000 Penalty: 4522.313477
	Iteration 45Q: 3 clusters Score -977349.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -977357.812500 Penalty: 4522.313477
	Iteration 46Q: 3 clusters Score -977357.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -977367.125000 Penalty: 4522.313477
	Iteration 47Q: 3 clusters Score -977367.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -977379.312500 Penalty: 4522.313477
	Iteration 48Q: 3 clusters Score -977379.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -977397.750000 Penalty: 4522.313477
	Iteration 49Q: 3 clusters Score -977397.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -977434.250000 Penalty: 4522.313477
	Iteration 50Q: 3 clusters Score -977434.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -977455.312500 Penalty: 4522.313477
	Iteration 51Q: 3 clusters Score -977455.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -977465.000000 Penalty: 4522.313477
	Iteration 52Q: 3 clusters Score -977465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -977475.437500 Penalty: 4522.313477
	Iteration 53Q: 3 clusters Score -977475.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -977489.375000 Penalty: 4522.313477
	Iteration 54Q: 3 clusters Score -977489.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -977497.250000 Penalty: 4522.313477
	Iteration 55Q: 3 clusters Score -977497.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -977499.937500 Penalty: 4522.313477
	Iteration 56Q: 3 clusters Score -977499.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -977503.250000 Penalty: 4522.313477
	Iteration 57Q: 3 clusters Score -977503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -977505.812500 Penalty: 4522.313477
	Iteration 58Q: 3 clusters Score -977505.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -977505.875000 Penalty: 4522.313477
	Iteration 59Q: 3 clusters Score -977505.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -977508.312500 Penalty: 4522.313477
	Iteration 60F: 3 clusters Score -977508.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -977509.125000 Penalty: 4522.313477
	Iteration 61Q: 3 clusters Score -977509.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -977510.625000 Penalty: 4522.313477
	Iteration 62Q: 3 clusters Score -977510.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -977513.375000 Penalty: 4522.313477
	Iteration 63Q: 3 clusters Score -977513.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -977515.500000 Penalty: 4522.313477
	Iteration 64Q: 3 clusters Score -977515.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -977517.687500 Penalty: 4522.313477
	Iteration 65Q: 3 clusters Score -977517.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -977521.437500 Penalty: 4522.313477
	Iteration 66Q: 3 clusters Score -977521.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -977524.062500 Penalty: 4522.313477
	Iteration 67Q: 3 clusters Score -977524.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -977527.687500 Penalty: 4522.313477
	Iteration 68Q: 3 clusters Score -977527.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -977530.875000 Penalty: 4522.313477
	Iteration 69Q: 3 clusters Score -977530.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -977529.625000 Penalty: 4522.313477
	Iteration 70Q: 3 clusters Score -977529.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -977532.625000 Penalty: 4522.313477
	Iteration 71Q: 3 clusters Score -977532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -977534.000000 Penalty: 4522.313477
	Iteration 72Q: 3 clusters Score -977534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -977533.250000 Penalty: 4522.313477
	Iteration 73Q: 3 clusters Score -977533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -977533.062500 Penalty: 4522.313477
	Iteration 74Q: 3 clusters Score -977533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -977533.750000 Penalty: 4522.313477
	Iteration 75Q: 3 clusters Score -977533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -977535.437500 Penalty: 4522.313477
	Iteration 76Q: 3 clusters Score -977535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -977535.687500 Penalty: 4522.313477
	Iteration 77Q: 3 clusters Score -977535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -977535.562500 Penalty: 4522.313477
	Iteration 78Q: 3 clusters Score -977535.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -977535.562500 Penalty: 4522.313477
	Iteration 79F: 3 clusters Score -977535.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Entering Unmasked Estep 
Score: -498439.000000 Penalty: 2073.123535
	Iteration 0F: 2 clusters Score -498439 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 2126 members 
Entering Unmasked Estep 
Score: -494364.156250 Penalty: 4146.247070
	Iteration 0F: 3 clusters Score -494364.2 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -495270.468750 Penalty: 4146.247070
	Iteration 1F: 3 clusters Score -495270.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -495446.687500 Penalty: 4146.247070
	Iteration 2F: 3 clusters Score -495446.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -495567.281250 Penalty: 4146.247070
	Iteration 3Q: 3 clusters Score -495567.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -495647.093750 Penalty: 4146.247070
	Iteration 4Q: 3 clusters Score -495647.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -495702.187500 Penalty: 4146.247070
	Iteration 5Q: 3 clusters Score -495702.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -495742.781250 Penalty: 4146.247070
	Iteration 6Q: 3 clusters Score -495742.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -495779.781250 Penalty: 4146.247070
	Iteration 7Q: 3 clusters Score -495779.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -495803.625000 Penalty: 4146.247070
	Iteration 8Q: 3 clusters Score -495803.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -495829.281250 Penalty: 4146.247070
	Iteration 9Q: 3 clusters Score -495829.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -495851.000000 Penalty: 4146.247070
	Iteration 10Q: 3 clusters Score -495851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -495871.406250 Penalty: 4146.247070
	Iteration 11Q: 3 clusters Score -495871.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -495889.062500 Penalty: 4146.247070
	Iteration 12Q: 3 clusters Score -495889.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -495904.562500 Penalty: 4146.247070
	Iteration 13Q: 3 clusters Score -495904.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -495917.031250 Penalty: 4146.247070
	Iteration 14Q: 3 clusters Score -495917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -495928.312500 Penalty: 4146.247070
	Iteration 15Q: 3 clusters Score -495928.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -495938.218750 Penalty: 4146.247070
	Iteration 16Q: 3 clusters Score -495938.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -495949.593750 Penalty: 4146.247070
	Iteration 17Q: 3 clusters Score -495949.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -495965.187500 Penalty: 4146.247070
	Iteration 18Q: 3 clusters Score -495965.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -495985.968750 Penalty: 4146.247070
	Iteration 19Q: 3 clusters Score -495986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -496002.593750 Penalty: 4146.247070
	Iteration 20F: 3 clusters Score -496002.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -496018.281250 Penalty: 4146.247070
	Iteration 21Q: 3 clusters Score -496018.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -496030.968750 Penalty: 4146.247070
	Iteration 22Q: 3 clusters Score -496031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -496044.625000 Penalty: 4146.247070
	Iteration 23Q: 3 clusters Score -496044.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -496062.343750 Penalty: 4146.247070
	Iteration 24Q: 3 clusters Score -496062.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -496073.000000 Penalty: 4146.247070
	Iteration 25Q: 3 clusters Score -496073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -496080.875000 Penalty: 4146.247070
	Iteration 26Q: 3 clusters Score -496080.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -496089.625000 Penalty: 4146.247070
	Iteration 27Q: 3 clusters Score -496089.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -496100.718750 Penalty: 4146.247070
	Iteration 28Q: 3 clusters Score -496100.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -496109.968750 Penalty: 4146.247070
	Iteration 29Q: 3 clusters Score -496110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -496122.125000 Penalty: 4146.247070
	Iteration 30Q: 3 clusters Score -496122.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -496129.968750 Penalty: 4146.247070
	Iteration 31Q: 3 clusters Score -496130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -496135.812500 Penalty: 4146.247070
	Iteration 32Q: 3 clusters Score -496135.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -496148.156250 Penalty: 4146.247070
	Iteration 33Q: 3 clusters Score -496148.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -496164.000000 Penalty: 4146.247070
	Iteration 34Q: 3 clusters Score -496164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -496177.187500 Penalty: 4146.247070
	Iteration 35Q: 3 clusters Score -496177.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -496190.468750 Penalty: 4146.247070
	Iteration 36Q: 3 clusters Score -496190.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -496201.875000 Penalty: 4146.247070
	Iteration 37Q: 3 clusters Score -496201.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -496212.750000 Penalty: 4146.247070
	Iteration 38Q: 3 clusters Score -496212.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -496229.437500 Penalty: 4146.247070
	Iteration 39Q: 3 clusters Score -496229.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -496245.062500 Penalty: 4146.247070
	Iteration 40F: 3 clusters Score -496245.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -496257.968750 Penalty: 4146.247070
	Iteration 41Q: 3 clusters Score -496258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -496268.562500 Penalty: 4146.247070
	Iteration 42Q: 3 clusters Score -496268.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -496282.750000 Penalty: 4146.247070
	Iteration 43Q: 3 clusters Score -496282.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -496297.156250 Penalty: 4146.247070
	Iteration 44Q: 3 clusters Score -496297.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -496312.125000 Penalty: 4146.247070
	Iteration 45Q: 3 clusters Score -496312.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -496332.437500 Penalty: 4146.247070
	Iteration 46Q: 3 clusters Score -496332.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -496349.187500 Penalty: 4146.247070
	Iteration 47Q: 3 clusters Score -496349.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -496373.187500 Penalty: 4146.247070
	Iteration 48Q: 3 clusters Score -496373.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -496398.093750 Penalty: 4146.247070
	Iteration 49Q: 3 clusters Score -496398.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -496436.968750 Penalty: 4146.247070
	Iteration 50Q: 3 clusters Score -496437 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -496477.343750 Penalty: 4146.247070
	Iteration 51Q: 3 clusters Score -496477.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -496514.343750 Penalty: 4146.247070
	Iteration 52Q: 3 clusters Score -496514.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -496539.781250 Penalty: 4146.247070
	Iteration 53Q: 3 clusters Score -496539.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -496564.375000 Penalty: 4146.247070
	Iteration 54Q: 3 clusters Score -496564.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -496588.593750 Penalty: 4146.247070
	Iteration 55Q: 3 clusters Score -496588.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -496606.531250 Penalty: 4146.247070
	Iteration 56Q: 3 clusters Score -496606.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -496624.875000 Penalty: 4146.247070
	Iteration 57Q: 3 clusters Score -496624.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -496640.031250 Penalty: 4146.247070
	Iteration 58Q: 3 clusters Score -496640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -496654.968750 Penalty: 4146.247070
	Iteration 59Q: 3 clusters Score -496655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -496669.437500 Penalty: 4146.247070
	Iteration 60F: 3 clusters Score -496669.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -496689.718750 Penalty: 4146.247070
	Iteration 61Q: 3 clusters Score -496689.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -496712.437500 Penalty: 4146.247070
	Iteration 62Q: 3 clusters Score -496712.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -496731.000000 Penalty: 4146.247070
	Iteration 63Q: 3 clusters Score -496731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -496738.781250 Penalty: 4146.247070
	Iteration 64Q: 3 clusters Score -496738.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -496746.281250 Penalty: 4146.247070
	Iteration 65Q: 3 clusters Score -496746.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -496758.281250 Penalty: 4146.247070
	Iteration 66Q: 3 clusters Score -496758.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -496765.062500 Penalty: 4146.247070
	Iteration 67Q: 3 clusters Score -496765.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -496770.281250 Penalty: 4146.247070
	Iteration 68Q: 3 clusters Score -496770.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -496774.312500 Penalty: 4146.247070
	Iteration 69Q: 3 clusters Score -496774.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -496780.000000 Penalty: 4146.247070
	Iteration 70Q: 3 clusters Score -496780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -496782.875000 Penalty: 4146.247070
	Iteration 71Q: 3 clusters Score -496782.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -496786.406250 Penalty: 4146.247070
	Iteration 72Q: 3 clusters Score -496786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -496793.656250 Penalty: 4146.247070
	Iteration 73Q: 3 clusters Score -496793.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -496797.812500 Penalty: 4146.247070
	Iteration 74Q: 3 clusters Score -496797.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -496804.656250 Penalty: 4146.247070
	Iteration 75Q: 3 clusters Score -496804.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -496813.625000 Penalty: 4146.247070
	Iteration 76Q: 3 clusters Score -496813.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -496824.375000 Penalty: 4146.247070
	Iteration 77Q: 3 clusters Score -496824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -496831.062500 Penalty: 4146.247070
	Iteration 78Q: 3 clusters Score -496831.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -496837.718750 Penalty: 4146.247070
	Iteration 79Q: 3 clusters Score -496837.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -496839.093750 Penalty: 4146.247070
	Iteration 80F: 3 clusters Score -496839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -496839.500000 Penalty: 4146.247070
	Iteration 81Q: 3 clusters Score -496839.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -496840.937500 Penalty: 4146.247070
	Iteration 82Q: 3 clusters Score -496840.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -496841.968750 Penalty: 4146.247070
	Iteration 83Q: 3 clusters Score -496842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -496843.968750 Penalty: 4146.247070
	Iteration 84Q: 3 clusters Score -496844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -496845.250000 Penalty: 4146.247070
	Iteration 85Q: 3 clusters Score -496845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -496845.250000 Penalty: 4146.247070
	Iteration 86F: 3 clusters Score -496845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (160731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160731 members 
Entering Unmasked Estep 
Score: -19153056.000000 Penalty: 2972.896973
	Iteration 0F: 2 clusters Score -1.915306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80613 members 
Mstep: Class 2 contains 80118 members 
Entering Unmasked Estep 
Score: -19046822.000000 Penalty: 5945.793945
	Iteration 0F: 3 clusters Score -1.904682e+07 nChanged 76636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82835 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -19091366.000000 Penalty: 5945.793945
	Iteration 1F: 3 clusters Score -1.909137e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
Score: -19092652.000000 Penalty: 5945.793945
	Iteration 2Q: 3 clusters Score -1.909265e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 74943 members 
Entering Unmasked Estep 
Score: -19094168.000000 Penalty: 5945.793945
	Iteration 3Q: 3 clusters Score -1.909417e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88467 members 
Mstep: Class 2 contains 72264 members 
Entering Unmasked Estep 
Score: -19096406.000000 Penalty: 5945.793945
	Iteration 4Q: 3 clusters Score -1.909641e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92372 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -19099704.000000 Penalty: 5945.793945
	Iteration 5Q: 3 clusters Score -1.90997e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97709 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -19104390.000000 Penalty: 5945.793945
	Iteration 6Q: 3 clusters Score -1.910439e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104144 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -19110420.000000 Penalty: 5945.793945
	Iteration 7F: 3 clusters Score -1.911042e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -19117328.000000 Penalty: 5945.793945
	Iteration 8F: 3 clusters Score -1.911733e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118641 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -19123770.000000 Penalty: 5945.793945
	Iteration 9F: 3 clusters Score -1.912377e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125151 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -19129016.000000 Penalty: 5945.793945
	Iteration 10Q: 3 clusters Score -1.912902e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130878 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -19133240.000000 Penalty: 5945.793945
	Iteration 11Q: 3 clusters Score -1.913324e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136007 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -19136574.000000 Penalty: 5945.793945
	Iteration 12Q: 3 clusters Score -1.913657e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140658 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -19139484.000000 Penalty: 5945.793945
	Iteration 13Q: 3 clusters Score -1.913948e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144922 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -19141912.000000 Penalty: 5945.793945
	Iteration 14Q: 3 clusters Score -1.914191e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148750 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -19144214.000000 Penalty: 5945.793945
	Iteration 15Q: 3 clusters Score -1.914421e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151920 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -19146002.000000 Penalty: 5945.793945
	Iteration 16Q: 3 clusters Score -1.9146e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154476 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -19147502.000000 Penalty: 5945.793945
	Iteration 17Q: 3 clusters Score -1.91475e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156366 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -19148584.000000 Penalty: 5945.793945
	Iteration 18Q: 3 clusters Score -1.914858e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157650 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -19149320.000000 Penalty: 5945.793945
	Iteration 19Q: 3 clusters Score -1.914932e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158461 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -19149712.000000 Penalty: 5945.793945
	Iteration 20F: 3 clusters Score -1.914971e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158954 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -19149988.000000 Penalty: 5945.793945
	Iteration 21Q: 3 clusters Score -1.914999e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159259 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -19150144.000000 Penalty: 5945.793945
	Iteration 22Q: 3 clusters Score -1.915014e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159443 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -19150248.000000 Penalty: 5945.793945
	Iteration 23Q: 3 clusters Score -1.915025e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159578 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -19150332.000000 Penalty: 5945.793945
	Iteration 24Q: 3 clusters Score -1.915033e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159674 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -19150424.000000 Penalty: 5945.793945
	Iteration 25Q: 3 clusters Score -1.915042e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159738 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -19150462.000000 Penalty: 5945.793945
	Iteration 26Q: 3 clusters Score -1.915046e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159781 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -19150474.000000 Penalty: 5945.793945
	Iteration 27Q: 3 clusters Score -1.915047e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159825 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -19150506.000000 Penalty: 5945.793945
	Iteration 28Q: 3 clusters Score -1.915051e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159861 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -19150554.000000 Penalty: 5945.793945
	Iteration 29Q: 3 clusters Score -1.915055e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159894 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -19150576.000000 Penalty: 5945.793945
	Iteration 30Q: 3 clusters Score -1.915058e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159925 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -19150610.000000 Penalty: 5945.793945
	Iteration 31Q: 3 clusters Score -1.915061e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159953 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -19150636.000000 Penalty: 5945.793945
	Iteration 32Q: 3 clusters Score -1.915064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159966 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -19150658.000000 Penalty: 5945.793945
	Iteration 33Q: 3 clusters Score -1.915066e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159983 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -19150666.000000 Penalty: 5945.793945
	Iteration 34Q: 3 clusters Score -1.915067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159991 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -19150682.000000 Penalty: 5945.793945
	Iteration 35Q: 3 clusters Score -1.915068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159997 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -19150676.000000 Penalty: 5945.793945
	Iteration 36Q: 3 clusters Score -1.915068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159997 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -19150676.000000 Penalty: 5945.793945
	Iteration 37Q: 3 clusters Score -1.915068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160002 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -19150688.000000 Penalty: 5945.793945
	Iteration 38Q: 3 clusters Score -1.915069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160004 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -19150688.000000 Penalty: 5945.793945
	Iteration 39Q: 3 clusters Score -1.915069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160010 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -19150690.000000 Penalty: 5945.793945
	Iteration 40F: 3 clusters Score -1.915069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160013 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -19150696.000000 Penalty: 5945.793945
	Iteration 41Q: 3 clusters Score -1.91507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160016 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -19150690.000000 Penalty: 5945.793945
	Iteration 42Q: 3 clusters Score -1.915069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160016 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -19150700.000000 Penalty: 5945.793945
	Iteration 43Q: 3 clusters Score -1.91507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160016 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -19150700.000000 Penalty: 5945.793945
	Iteration 44F: 3 clusters Score -1.91507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Entering Unmasked Estep 
Score: -2401515.000000 Penalty: 2462.200928
	Iteration 0F: 2 clusters Score -2401515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2387149.500000 Penalty: 4924.401855
	Iteration 0F: 3 clusters Score -2387150 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2391894.250000 Penalty: 4924.401855
	Iteration 1F: 3 clusters Score -2391894 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2392257.500000 Penalty: 4924.401855
	Iteration 2F: 3 clusters Score -2392258 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2392597.750000 Penalty: 4924.401855
	Iteration 3Q: 3 clusters Score -2392598 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2393015.750000 Penalty: 4924.401855
	Iteration 4Q: 3 clusters Score -2393016 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2393522.750000 Penalty: 4924.401855
	Iteration 5Q: 3 clusters Score -2393523 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2394188.750000 Penalty: 4924.401855
	Iteration 6F: 3 clusters Score -2394189 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2395122.000000 Penalty: 4924.401855
	Iteration 7F: 3 clusters Score -2395122 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2396175.750000 Penalty: 4924.401855
	Iteration 8F: 3 clusters Score -2396176 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2397283.250000 Penalty: 4924.401855
	Iteration 9F: 3 clusters Score -2397283 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2398197.250000 Penalty: 4924.401855
	Iteration 10F: 3 clusters Score -2398197 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2398811.250000 Penalty: 4924.401855
	Iteration 11Q: 3 clusters Score -2398811 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2399177.250000 Penalty: 4924.401855
	Iteration 12Q: 3 clusters Score -2399177 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2399372.000000 Penalty: 4924.401855
	Iteration 13Q: 3 clusters Score -2399372 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2399479.750000 Penalty: 4924.401855
	Iteration 14Q: 3 clusters Score -2399480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2399545.500000 Penalty: 4924.401855
	Iteration 15Q: 3 clusters Score -2399546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2399582.750000 Penalty: 4924.401855
	Iteration 16Q: 3 clusters Score -2399583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2399607.750000 Penalty: 4924.401855
	Iteration 17Q: 3 clusters Score -2399608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2399625.000000 Penalty: 4924.401855
	Iteration 18Q: 3 clusters Score -2399625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2399639.750000 Penalty: 4924.401855
	Iteration 19Q: 3 clusters Score -2399640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2399651.500000 Penalty: 4924.401855
	Iteration 20F: 3 clusters Score -2399652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2399651.500000 Penalty: 4924.401855
	Iteration 21Q: 3 clusters Score -2399652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2399656.750000 Penalty: 4924.401855
	Iteration 22Q: 3 clusters Score -2399657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2399653.500000 Penalty: 4924.401855
	Iteration 23Q: 3 clusters Score -2399654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2399662.500000 Penalty: 4924.401855
	Iteration 24Q: 3 clusters Score -2399662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2399668.500000 Penalty: 4924.401855
	Iteration 25Q: 3 clusters Score -2399668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2399668.250000 Penalty: 4924.401855
	Iteration 26Q: 3 clusters Score -2399668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2399671.000000 Penalty: 4924.401855
	Iteration 27Q: 3 clusters Score -2399671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2399672.750000 Penalty: 4924.401855
	Iteration 28Q: 3 clusters Score -2399673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2399676.250000 Penalty: 4924.401855
	Iteration 29Q: 3 clusters Score -2399676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2399670.750000 Penalty: 4924.401855
	Iteration 30Q: 3 clusters Score -2399671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2399668.750000 Penalty: 4924.401855
	Iteration 31Q: 3 clusters Score -2399669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2399672.500000 Penalty: 4924.401855
	Iteration 32Q: 3 clusters Score -2399672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2399672.500000 Penalty: 4924.401855
	Iteration 33F: 3 clusters Score -2399672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Entering Unmasked Estep 
Score: -2016859.125000 Penalty: 2418.603027
	Iteration 0F: 2 clusters Score -2016859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2004759.375000 Penalty: 4837.206055
	Iteration 0F: 3 clusters Score -2004759 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2008701.875000 Penalty: 4837.206055
	Iteration 1F: 3 clusters Score -2008702 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2009105.375000 Penalty: 4837.206055
	Iteration 2F: 3 clusters Score -2009105 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2009387.125000 Penalty: 4837.206055
	Iteration 3Q: 3 clusters Score -2009387 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2009674.750000 Penalty: 4837.206055
	Iteration 4Q: 3 clusters Score -2009675 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2010007.125000 Penalty: 4837.206055
	Iteration 5Q: 3 clusters Score -2010007 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2010378.375000 Penalty: 4837.206055
	Iteration 6Q: 3 clusters Score -2010378 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2010816.500000 Penalty: 4837.206055
	Iteration 7Q: 3 clusters Score -2010816 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2011293.000000 Penalty: 4837.206055
	Iteration 8Q: 3 clusters Score -2011293 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2011842.500000 Penalty: 4837.206055
	Iteration 9F: 3 clusters Score -2011842 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2012427.875000 Penalty: 4837.206055
	Iteration 10Q: 3 clusters Score -2012428 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2012979.375000 Penalty: 4837.206055
	Iteration 11Q: 3 clusters Score -2012979 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2013447.750000 Penalty: 4837.206055
	Iteration 12Q: 3 clusters Score -2013448 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2013866.375000 Penalty: 4837.206055
	Iteration 13Q: 3 clusters Score -2013866 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2014200.875000 Penalty: 4837.206055
	Iteration 14Q: 3 clusters Score -2014201 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2014455.250000 Penalty: 4837.206055
	Iteration 15Q: 3 clusters Score -2014455 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2014632.750000 Penalty: 4837.206055
	Iteration 16Q: 3 clusters Score -2014633 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2014757.875000 Penalty: 4837.206055
	Iteration 17Q: 3 clusters Score -2014758 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2014832.875000 Penalty: 4837.206055
	Iteration 18Q: 3 clusters Score -2014833 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2014899.125000 Penalty: 4837.206055
	Iteration 19Q: 3 clusters Score -2014899 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2014948.875000 Penalty: 4837.206055
	Iteration 20F: 3 clusters Score -2014949 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2014994.625000 Penalty: 4837.206055
	Iteration 21Q: 3 clusters Score -2014995 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2015023.750000 Penalty: 4837.206055
	Iteration 22Q: 3 clusters Score -2015024 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2015059.375000 Penalty: 4837.206055
	Iteration 23Q: 3 clusters Score -2015059 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2015076.500000 Penalty: 4837.206055
	Iteration 24Q: 3 clusters Score -2015076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2015087.625000 Penalty: 4837.206055
	Iteration 25Q: 3 clusters Score -2015088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2015100.875000 Penalty: 4837.206055
	Iteration 26Q: 3 clusters Score -2015101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2015116.125000 Penalty: 4837.206055
	Iteration 27Q: 3 clusters Score -2015116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2015127.500000 Penalty: 4837.206055
	Iteration 28Q: 3 clusters Score -2015128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2015140.500000 Penalty: 4837.206055
	Iteration 29Q: 3 clusters Score -2015140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2015152.750000 Penalty: 4837.206055
	Iteration 30Q: 3 clusters Score -2015153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2015163.375000 Penalty: 4837.206055
	Iteration 31Q: 3 clusters Score -2015163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2015169.875000 Penalty: 4837.206055
	Iteration 32Q: 3 clusters Score -2015170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2015174.000000 Penalty: 4837.206055
	Iteration 33Q: 3 clusters Score -2015174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2015178.875000 Penalty: 4837.206055
	Iteration 34Q: 3 clusters Score -2015179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2015188.000000 Penalty: 4837.206055
	Iteration 35Q: 3 clusters Score -2015188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2015193.250000 Penalty: 4837.206055
	Iteration 36Q: 3 clusters Score -2015193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2015190.875000 Penalty: 4837.206055
	Iteration 37Q: 3 clusters Score -2015191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2015193.125000 Penalty: 4837.206055
	Iteration 38Q: 3 clusters Score -2015193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2015195.125000 Penalty: 4837.206055
	Iteration 39Q: 3 clusters Score -2015195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2015193.750000 Penalty: 4837.206055
	Iteration 40F: 3 clusters Score -2015194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2015193.125000 Penalty: 4837.206055
	Iteration 41Q: 3 clusters Score -2015193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2015191.125000 Penalty: 4837.206055
	Iteration 42Q: 3 clusters Score -2015191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2015192.000000 Penalty: 4837.206055
	Iteration 43Q: 3 clusters Score -2015192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2015190.250000 Penalty: 4837.206055
	Iteration 44Q: 3 clusters Score -2015190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2015189.250000 Penalty: 4837.206055
	Iteration 45Q: 3 clusters Score -2015189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2015193.125000 Penalty: 4837.206055
	Iteration 46Q: 3 clusters Score -2015193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2015194.000000 Penalty: 4837.206055
	Iteration 47Q: 3 clusters Score -2015194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2015196.750000 Penalty: 4837.206055
	Iteration 48Q: 3 clusters Score -2015197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2015197.000000 Penalty: 4837.206055
	Iteration 49Q: 3 clusters Score -2015197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2015196.375000 Penalty: 4837.206055
	Iteration 50Q: 3 clusters Score -2015196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2015199.250000 Penalty: 4837.206055
	Iteration 51Q: 3 clusters Score -2015199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2015196.625000 Penalty: 4837.206055
	Iteration 52Q: 3 clusters Score -2015197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2015196.625000 Penalty: 4837.206055
	Iteration 53F: 3 clusters Score -2015197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Entering Unmasked Estep 
Score: -567875.625000 Penalty: 2096.178955
	Iteration 0F: 2 clusters Score -567875.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -563509.375000 Penalty: 4192.357910
	Iteration 0F: 3 clusters Score -563509.4 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -564573.812500 Penalty: 4192.357910
	Iteration 1F: 3 clusters Score -564573.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -564831.000000 Penalty: 4192.357910
	Iteration 2F: 3 clusters Score -564831 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -564961.937500 Penalty: 4192.357910
	Iteration 3F: 3 clusters Score -564961.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -565044.750000 Penalty: 4192.357910
	Iteration 4Q: 3 clusters Score -565044.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -565109.562500 Penalty: 4192.357910
	Iteration 5Q: 3 clusters Score -565109.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -565164.062500 Penalty: 4192.357910
	Iteration 6Q: 3 clusters Score -565164.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -565211.500000 Penalty: 4192.357910
	Iteration 7Q: 3 clusters Score -565211.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -565255.562500 Penalty: 4192.357910
	Iteration 8Q: 3 clusters Score -565255.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -565310.500000 Penalty: 4192.357910
	Iteration 9Q: 3 clusters Score -565310.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -565373.250000 Penalty: 4192.357910
	Iteration 10Q: 3 clusters Score -565373.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -565448.750000 Penalty: 4192.357910
	Iteration 11Q: 3 clusters Score -565448.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -565532.750000 Penalty: 4192.357910
	Iteration 12Q: 3 clusters Score -565532.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -565612.187500 Penalty: 4192.357910
	Iteration 13Q: 3 clusters Score -565612.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -565705.125000 Penalty: 4192.357910
	Iteration 14Q: 3 clusters Score -565705.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -565810.375000 Penalty: 4192.357910
	Iteration 15Q: 3 clusters Score -565810.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -565907.500000 Penalty: 4192.357910
	Iteration 16Q: 3 clusters Score -565907.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -565966.187500 Penalty: 4192.357910
	Iteration 17Q: 3 clusters Score -565966.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -566022.687500 Penalty: 4192.357910
	Iteration 18Q: 3 clusters Score -566022.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -566072.750000 Penalty: 4192.357910
	Iteration 19Q: 3 clusters Score -566072.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -566110.562500 Penalty: 4192.357910
	Iteration 20F: 3 clusters Score -566110.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -566140.625000 Penalty: 4192.357910
	Iteration 21Q: 3 clusters Score -566140.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -566161.500000 Penalty: 4192.357910
	Iteration 22Q: 3 clusters Score -566161.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -566179.062500 Penalty: 4192.357910
	Iteration 23Q: 3 clusters Score -566179.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -566192.562500 Penalty: 4192.357910
	Iteration 24Q: 3 clusters Score -566192.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -566203.625000 Penalty: 4192.357910
	Iteration 25Q: 3 clusters Score -566203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -566208.437500 Penalty: 4192.357910
	Iteration 26Q: 3 clusters Score -566208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -566213.750000 Penalty: 4192.357910
	Iteration 27Q: 3 clusters Score -566213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -566215.875000 Penalty: 4192.357910
	Iteration 28Q: 3 clusters Score -566215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -566218.062500 Penalty: 4192.357910
	Iteration 29Q: 3 clusters Score -566218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -566217.750000 Penalty: 4192.357910
	Iteration 30Q: 3 clusters Score -566217.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -566217.750000 Penalty: 4192.357910
	Iteration 31F: 3 clusters Score -566217.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -78016.023438 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -78016.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76326.468750 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -76326.47 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -76809.523438 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -76809.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76955.851562 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -76955.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -77026.437500 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -77026.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -77084.976562 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -77084.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -77114.546875 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -77114.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -77152.039062 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -77152.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -77200.445312 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -77200.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -77254.007812 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -77254.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -77293.625000 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -77293.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -77330.992188 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -77330.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -77371.585938 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -77371.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -77417.562500 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -77417.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -77457.015625 Penalty: 3333.827148
	Iteration 13Q: 3 clusters Score -77457.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -77501.062500 Penalty: 3333.827148
	Iteration 14Q: 3 clusters Score -77501.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -77525.210938 Penalty: 3333.827148
	Iteration 15Q: 3 clusters Score -77525.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -77537.968750 Penalty: 3333.827148
	Iteration 16Q: 3 clusters Score -77537.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -77541.953125 Penalty: 3333.827148
	Iteration 17Q: 3 clusters Score -77541.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -77542.906250 Penalty: 3333.827148
	Iteration 18Q: 3 clusters Score -77542.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -77543.382812 Penalty: 3333.827148
	Iteration 19F: 3 clusters Score -77543.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -77550.718750 Penalty: 3333.827148
	Iteration 20F: 3 clusters Score -77550.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -77557.234375 Penalty: 3333.827148
	Iteration 21Q: 3 clusters Score -77557.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -77573.617188 Penalty: 3333.827148
	Iteration 22Q: 3 clusters Score -77573.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -77580.140625 Penalty: 3333.827148
	Iteration 23Q: 3 clusters Score -77580.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -77580.140625 Penalty: 3333.827148
	Iteration 24F: 3 clusters Score -77580.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Entering Unmasked Estep 
Score: -1094566.375000 Penalty: 2262.188477
	Iteration 0F: 2 clusters Score -1094566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1087487.750000 Penalty: 4524.376953
	Iteration 0F: 3 clusters Score -1087488 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1089444.625000 Penalty: 4524.376953
	Iteration 1F: 3 clusters Score -1089445 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1089734.125000 Penalty: 4524.376953
	Iteration 2F: 3 clusters Score -1089734 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1089941.250000 Penalty: 4524.376953
	Iteration 3F: 3 clusters Score -1089941 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1090100.375000 Penalty: 4524.376953
	Iteration 4Q: 3 clusters Score -1090100 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1090287.125000 Penalty: 4524.376953
	Iteration 5Q: 3 clusters Score -1090287 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1090519.875000 Penalty: 4524.376953
	Iteration 6Q: 3 clusters Score -1090520 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1090784.000000 Penalty: 4524.376953
	Iteration 7Q: 3 clusters Score -1090784 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1091109.625000 Penalty: 4524.376953
	Iteration 8Q: 3 clusters Score -1091110 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1091489.750000 Penalty: 4524.376953
	Iteration 9F: 3 clusters Score -1091490 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1091820.125000 Penalty: 4524.376953
	Iteration 10Q: 3 clusters Score -1091820 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1092094.000000 Penalty: 4524.376953
	Iteration 11Q: 3 clusters Score -1092094 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1092315.375000 Penalty: 4524.376953
	Iteration 12Q: 3 clusters Score -1092315 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1092470.625000 Penalty: 4524.376953
	Iteration 13Q: 3 clusters Score -1092471 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1092553.750000 Penalty: 4524.376953
	Iteration 14Q: 3 clusters Score -1092554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1092619.750000 Penalty: 4524.376953
	Iteration 15Q: 3 clusters Score -1092620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1092665.250000 Penalty: 4524.376953
	Iteration 16Q: 3 clusters Score -1092665 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1092703.750000 Penalty: 4524.376953
	Iteration 17Q: 3 clusters Score -1092704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1092727.875000 Penalty: 4524.376953
	Iteration 18Q: 3 clusters Score -1092728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1092743.625000 Penalty: 4524.376953
	Iteration 19Q: 3 clusters Score -1092744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1092752.625000 Penalty: 4524.376953
	Iteration 20F: 3 clusters Score -1092753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1092755.875000 Penalty: 4524.376953
	Iteration 21Q: 3 clusters Score -1092756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1092760.125000 Penalty: 4524.376953
	Iteration 22Q: 3 clusters Score -1092760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1092764.125000 Penalty: 4524.376953
	Iteration 23Q: 3 clusters Score -1092764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1092763.125000 Penalty: 4524.376953
	Iteration 24Q: 3 clusters Score -1092763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1092766.625000 Penalty: 4524.376953
	Iteration 25Q: 3 clusters Score -1092767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1092766.875000 Penalty: 4524.376953
	Iteration 26Q: 3 clusters Score -1092767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1092768.750000 Penalty: 4524.376953
	Iteration 27Q: 3 clusters Score -1092769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1092768.625000 Penalty: 4524.376953
	Iteration 28Q: 3 clusters Score -1092769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1092770.500000 Penalty: 4524.376953
	Iteration 29Q: 3 clusters Score -1092770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1092770.625000 Penalty: 4524.376953
	Iteration 30Q: 3 clusters Score -1092771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1092770.625000 Penalty: 4524.376953
	Iteration 31F: 3 clusters Score -1092771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 35714 members 
Mstep: Class 3 contains 12741 members 
Mstep: Class 4 contains 96014 members 
Mstep: Class 5 contains 17968 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 16777 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 13200 members 
Mstep: Class 10 contains 146420 members 
Mstep: Class 11 contains 42203 members 
Mstep: Class 12 contains 35721 members 
Mstep: Class 13 contains 24989 members 
Mstep: Class 14 contains 34496 members 
Mstep: Class 15 contains 178855 members 
Mstep: Class 16 contains 60266 members 
Mstep: Class 17 contains 198520 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 152469 members 
Mstep: Class 21 contains 9114 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160731 members 
Mstep: Class 24 contains 20501 members 
Mstep: Class 25 contains 17196 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156060560.000000 Penalty: 101497.804688
Iteration 319Q: 30 clusters Score -1.560606e+08 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 35842 members 
Mstep: Class 3 contains 13059 members 
Mstep: Class 4 contains 96008 members 
Mstep: Class 5 contains 17905 members 
Mstep: Class 6 contains 10311 members 
Mstep: Class 7 contains 16762 members 
Mstep: Class 8 contains 3327 members 
Mstep: Class 9 contains 13171 members 
Mstep: Class 10 contains 145963 members 
Mstep: Class 11 contains 42199 members 
Mstep: Class 12 contains 35701 members 
Mstep: Class 13 contains 25696 members 
Mstep: Class 14 contains 34468 members 
Mstep: Class 15 contains 179265 members 
Mstep: Class 16 contains 60250 members 
Mstep: Class 17 contains 198117 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 5011 members 
Mstep: Class 20 contains 152706 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 160466 members 
Mstep: Class 24 contains 20506 members 
Mstep: Class 25 contains 17144 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9152 members 
Mstep: Class 29 contains 16571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156062224.000000 Penalty: 101497.804688
Iteration 320F: 30 clusters Score -1.560622e+08 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 35936 members 
Mstep: Class 3 contains 12883 members 
Mstep: Class 4 contains 96005 members 
Mstep: Class 5 contains 17858 members 
Mstep: Class 6 contains 10308 members 
Mstep: Class 7 contains 16754 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 13153 members 
Mstep: Class 10 contains 145568 members 
Mstep: Class 11 contains 42161 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 25238 members 
Mstep: Class 14 contains 34445 members 
Mstep: Class 15 contains 179520 members 
Mstep: Class 16 contains 60236 members 
Mstep: Class 17 contains 197814 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 5012 members 
Mstep: Class 20 contains 152839 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 160239 members 
Mstep: Class 24 contains 20507 members 
Mstep: Class 25 contains 17122 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9155 members 
Mstep: Class 29 contains 17796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156063296.000000 Penalty: 101497.804688
Iteration 321Q: 30 clusters Score -1.560633e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 36000 members 
Mstep: Class 3 contains 12713 members 
Mstep: Class 4 contains 96001 members 
Mstep: Class 5 contains 17826 members 
Mstep: Class 6 contains 10304 members 
Mstep: Class 7 contains 16739 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 13131 members 
Mstep: Class 10 contains 145225 members 
Mstep: Class 11 contains 42128 members 
Mstep: Class 12 contains 35726 members 
Mstep: Class 13 contains 24821 members 
Mstep: Class 14 contains 34423 members 
Mstep: Class 15 contains 179895 members 
Mstep: Class 16 contains 60226 members 
Mstep: Class 17 contains 197602 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 152949 members 
Mstep: Class 21 contains 9165 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 160075 members 
Mstep: Class 24 contains 20500 members 
Mstep: Class 25 contains 17100 members 
Mstep: Class 26 contains 4687 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9157 members 
Mstep: Class 29 contains 18709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156063472.000000 Penalty: 101497.804688
Iteration 322Q: 30 clusters Score -1.560635e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 36061 members 
Mstep: Class 3 contains 12563 members 
Mstep: Class 4 contains 96001 members 
Mstep: Class 5 contains 17805 members 
Mstep: Class 6 contains 10299 members 
Mstep: Class 7 contains 16719 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 13122 members 
Mstep: Class 10 contains 144906 members 
Mstep: Class 11 contains 42102 members 
Mstep: Class 12 contains 35743 members 
Mstep: Class 13 contains 24404 members 
Mstep: Class 14 contains 34415 members 
Mstep: Class 15 contains 180119 members 
Mstep: Class 16 contains 60222 members 
Mstep: Class 17 contains 197449 members 
Mstep: Class 18 contains 3464 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 153055 members 
Mstep: Class 21 contains 9148 members 
Mstep: Class 22 contains 4266 members 
Mstep: Class 23 contains 159920 members 
Mstep: Class 24 contains 20498 members 
Mstep: Class 25 contains 17075 members 
Mstep: Class 26 contains 4690 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9160 members 
Mstep: Class 29 contains 19623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156063328.000000 Penalty: 101497.804688
Iteration 323Q: 30 clusters Score -1.560633e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 36107 members 
Mstep: Class 3 contains 12459 members 
Mstep: Class 4 contains 95997 members 
Mstep: Class 5 contains 17791 members 
Mstep: Class 6 contains 10294 members 
Mstep: Class 7 contains 16709 members 
Mstep: Class 8 contains 3344 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 144631 members 
Mstep: Class 11 contains 42076 members 
Mstep: Class 12 contains 35770 members 
Mstep: Class 13 contains 23968 members 
Mstep: Class 14 contains 34411 members 
Mstep: Class 15 contains 180235 members 
Mstep: Class 16 contains 60223 members 
Mstep: Class 17 contains 197319 members 
Mstep: Class 18 contains 3460 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 153166 members 
Mstep: Class 21 contains 9138 members 
Mstep: Class 22 contains 4265 members 
Mstep: Class 23 contains 159779 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 17047 members 
Mstep: Class 26 contains 4691 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9163 members 
Mstep: Class 29 contains 20529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156064256.000000 Penalty: 101497.804688
Iteration 324Q: 30 clusters Score -1.560643e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 36150 members 
Mstep: Class 3 contains 12389 members 
Mstep: Class 4 contains 95994 members 
Mstep: Class 5 contains 17774 members 
Mstep: Class 6 contains 10288 members 
Mstep: Class 7 contains 16702 members 
Mstep: Class 8 contains 3346 members 
Mstep: Class 9 contains 13099 members 
Mstep: Class 10 contains 144370 members 
Mstep: Class 11 contains 42043 members 
Mstep: Class 12 contains 35798 members 
Mstep: Class 13 contains 23506 members 
Mstep: Class 14 contains 34416 members 
Mstep: Class 15 contains 180241 members 
Mstep: Class 16 contains 60218 members 
Mstep: Class 17 contains 197265 members 
Mstep: Class 18 contains 3457 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 153271 members 
Mstep: Class 21 contains 9133 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 159644 members 
Mstep: Class 24 contains 20482 members 
Mstep: Class 25 contains 17025 members 
Mstep: Class 26 contains 4692 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9165 members 
Mstep: Class 29 contains 21440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156064800.000000 Penalty: 101497.804688
Iteration 325Q: 30 clusters Score -1.560648e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 36194 members 
Mstep: Class 3 contains 12303 members 
Mstep: Class 4 contains 95996 members 
Mstep: Class 5 contains 17748 members 
Mstep: Class 6 contains 10293 members 
Mstep: Class 7 contains 16697 members 
Mstep: Class 8 contains 3348 members 
Mstep: Class 9 contains 13091 members 
Mstep: Class 10 contains 144145 members 
Mstep: Class 11 contains 42009 members 
Mstep: Class 12 contains 35809 members 
Mstep: Class 13 contains 23070 members 
Mstep: Class 14 contains 34414 members 
Mstep: Class 15 contains 180135 members 
Mstep: Class 16 contains 60210 members 
Mstep: Class 17 contains 197234 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 153362 members 
Mstep: Class 21 contains 9133 members 
Mstep: Class 22 contains 4259 members 
Mstep: Class 23 contains 159545 members 
Mstep: Class 24 contains 20475 members 
Mstep: Class 25 contains 16998 members 
Mstep: Class 26 contains 4696 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9167 members 
Mstep: Class 29 contains 22379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156065200.000000 Penalty: 101497.804688
Iteration 326Q: 30 clusters Score -1.560652e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 36232 members 
Mstep: Class 3 contains 12210 members 
Mstep: Class 4 contains 95998 members 
Mstep: Class 5 contains 17724 members 
Mstep: Class 6 contains 10291 members 
Mstep: Class 7 contains 16694 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 13086 members 
Mstep: Class 10 contains 143895 members 
Mstep: Class 11 contains 41982 members 
Mstep: Class 12 contains 35840 members 
Mstep: Class 13 contains 22634 members 
Mstep: Class 14 contains 34402 members 
Mstep: Class 15 contains 179974 members 
Mstep: Class 16 contains 60210 members 
Mstep: Class 17 contains 197214 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 153501 members 
Mstep: Class 21 contains 9133 members 
Mstep: Class 22 contains 4260 members 
Mstep: Class 23 contains 159433 members 
Mstep: Class 24 contains 20474 members 
Mstep: Class 25 contains 16975 members 
Mstep: Class 26 contains 4697 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9169 members 
Mstep: Class 29 contains 23331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156065344.000000 Penalty: 101497.804688
Iteration 327Q: 30 clusters Score -1.560653e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 36271 members 
Mstep: Class 3 contains 12135 members 
Mstep: Class 4 contains 96005 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 10291 members 
Mstep: Class 7 contains 16688 members 
Mstep: Class 8 contains 3358 members 
Mstep: Class 9 contains 13081 members 
Mstep: Class 10 contains 143667 members 
Mstep: Class 11 contains 41952 members 
Mstep: Class 12 contains 35861 members 
Mstep: Class 13 contains 22226 members 
Mstep: Class 14 contains 34406 members 
Mstep: Class 15 contains 179735 members 
Mstep: Class 16 contains 60207 members 
Mstep: Class 17 contains 197219 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 153632 members 
Mstep: Class 21 contains 9130 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 159324 members 
Mstep: Class 24 contains 20473 members 
Mstep: Class 25 contains 16959 members 
Mstep: Class 26 contains 4697 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9168 members 
Mstep: Class 29 contains 24273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156065888.000000 Penalty: 101497.804688
Iteration 328Q: 30 clusters Score -1.560659e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 36332 members 
Mstep: Class 3 contains 12069 members 
Mstep: Class 4 contains 96006 members 
Mstep: Class 5 contains 17672 members 
Mstep: Class 6 contains 10290 members 
Mstep: Class 7 contains 16680 members 
Mstep: Class 8 contains 3362 members 
Mstep: Class 9 contains 13079 members 
Mstep: Class 10 contains 143490 members 
Mstep: Class 11 contains 41932 members 
Mstep: Class 12 contains 35892 members 
Mstep: Class 13 contains 21798 members 
Mstep: Class 14 contains 34408 members 
Mstep: Class 15 contains 179464 members 
Mstep: Class 16 contains 60210 members 
Mstep: Class 17 contains 197230 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 153682 members 
Mstep: Class 21 contains 9130 members 
Mstep: Class 22 contains 4259 members 
Mstep: Class 23 contains 159219 members 
Mstep: Class 24 contains 20467 members 
Mstep: Class 25 contains 16945 members 
Mstep: Class 26 contains 4697 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9168 members 
Mstep: Class 29 contains 25233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156066912.000000 Penalty: 101497.804688
Iteration 329Q: 30 clusters Score -1.560669e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 36392 members 
Mstep: Class 3 contains 11977 members 
Mstep: Class 4 contains 96006 members 
Mstep: Class 5 contains 17661 members 
Mstep: Class 6 contains 10292 members 
Mstep: Class 7 contains 16665 members 
Mstep: Class 8 contains 3364 members 
Mstep: Class 9 contains 13076 members 
Mstep: Class 10 contains 143344 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 35917 members 
Mstep: Class 13 contains 21385 members 
Mstep: Class 14 contains 34401 members 
Mstep: Class 15 contains 179151 members 
Mstep: Class 16 contains 60206 members 
Mstep: Class 17 contains 197262 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 153702 members 
Mstep: Class 21 contains 9133 members 
Mstep: Class 22 contains 4259 members 
Mstep: Class 23 contains 159123 members 
Mstep: Class 24 contains 20460 members 
Mstep: Class 25 contains 16937 members 
Mstep: Class 26 contains 4697 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9169 members 
Mstep: Class 29 contains 26223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156067008.000000 Penalty: 101497.804688
Iteration 330Q: 30 clusters Score -1.56067e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 36452 members 
Mstep: Class 3 contains 11880 members 
Mstep: Class 4 contains 96004 members 
Mstep: Class 5 contains 17641 members 
Mstep: Class 6 contains 10287 members 
Mstep: Class 7 contains 16645 members 
Mstep: Class 8 contains 3364 members 
Mstep: Class 9 contains 13069 members 
Mstep: Class 10 contains 143255 members 
Mstep: Class 11 contains 41904 members 
Mstep: Class 12 contains 35936 members 
Mstep: Class 13 contains 20986 members 
Mstep: Class 14 contains 34396 members 
Mstep: Class 15 contains 178828 members 
Mstep: Class 16 contains 60210 members 
Mstep: Class 17 contains 197277 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 153738 members 
Mstep: Class 21 contains 9132 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 159013 members 
Mstep: Class 24 contains 20462 members 
Mstep: Class 25 contains 16922 members 
Mstep: Class 26 contains 4697 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9169 members 
Mstep: Class 29 contains 27196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156067152.000000 Penalty: 101497.804688
Iteration 331Q: 30 clusters Score -1.560672e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 36505 members 
Mstep: Class 3 contains 11794 members 
Mstep: Class 4 contains 95998 members 
Mstep: Class 5 contains 17616 members 
Mstep: Class 6 contains 10290 members 
Mstep: Class 7 contains 16643 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 13067 members 
Mstep: Class 10 contains 143150 members 
Mstep: Class 11 contains 41880 members 
Mstep: Class 12 contains 35958 members 
Mstep: Class 13 contains 20615 members 
Mstep: Class 14 contains 34389 members 
Mstep: Class 15 contains 178524 members 
Mstep: Class 16 contains 60213 members 
Mstep: Class 17 contains 197307 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 153746 members 
Mstep: Class 21 contains 9134 members 
Mstep: Class 22 contains 4255 members 
Mstep: Class 23 contains 158924 members 
Mstep: Class 24 contains 20458 members 
Mstep: Class 25 contains 16915 members 
Mstep: Class 26 contains 4697 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 28117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156067504.000000 Penalty: 101497.804688
Iteration 332Q: 30 clusters Score -1.560675e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 36552 members 
Mstep: Class 3 contains 11704 members 
Mstep: Class 4 contains 95989 members 
Mstep: Class 5 contains 17586 members 
Mstep: Class 6 contains 10295 members 
Mstep: Class 7 contains 16630 members 
Mstep: Class 8 contains 3364 members 
Mstep: Class 9 contains 13057 members 
Mstep: Class 10 contains 143072 members 
Mstep: Class 11 contains 41849 members 
Mstep: Class 12 contains 35982 members 
Mstep: Class 13 contains 20293 members 
Mstep: Class 14 contains 34390 members 
Mstep: Class 15 contains 178190 members 
Mstep: Class 16 contains 60214 members 
Mstep: Class 17 contains 197370 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 5012 members 
Mstep: Class 20 contains 153742 members 
Mstep: Class 21 contains 9131 members 
Mstep: Class 22 contains 4253 members 
Mstep: Class 23 contains 158850 members 
Mstep: Class 24 contains 20451 members 
Mstep: Class 25 contains 16900 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9171 members 
Mstep: Class 29 contains 28996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156067648.000000 Penalty: 101497.804688
Iteration 333Q: 30 clusters Score -1.560676e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 36593 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 4 contains 95990 members 
Mstep: Class 5 contains 17575 members 
Mstep: Class 6 contains 10301 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 3364 members 
Mstep: Class 9 contains 13051 members 
Mstep: Class 10 contains 142975 members 
Mstep: Class 11 contains 41827 members 
Mstep: Class 12 contains 36021 members 
Mstep: Class 13 contains 20008 members 
Mstep: Class 14 contains 34388 members 
Mstep: Class 15 contains 177813 members 
Mstep: Class 16 contains 60211 members 
Mstep: Class 17 contains 197420 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 153754 members 
Mstep: Class 21 contains 9131 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 158805 members 
Mstep: Class 24 contains 20446 members 
Mstep: Class 25 contains 16886 members 
Mstep: Class 26 contains 4700 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9171 members 
Mstep: Class 29 contains 29821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156067856.000000 Penalty: 101497.804688
Iteration 334Q: 30 clusters Score -1.560679e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 36638 members 
Mstep: Class 3 contains 11523 members 
Mstep: Class 4 contains 95988 members 
Mstep: Class 5 contains 17568 members 
Mstep: Class 6 contains 10301 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 13048 members 
Mstep: Class 10 contains 142875 members 
Mstep: Class 11 contains 41815 members 
Mstep: Class 12 contains 36051 members 
Mstep: Class 13 contains 19755 members 
Mstep: Class 14 contains 34389 members 
Mstep: Class 15 contains 177493 members 
Mstep: Class 16 contains 60212 members 
Mstep: Class 17 contains 197446 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 153783 members 
Mstep: Class 21 contains 9128 members 
Mstep: Class 22 contains 4253 members 
Mstep: Class 23 contains 158750 members 
Mstep: Class 24 contains 20442 members 
Mstep: Class 25 contains 16870 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9173 members 
Mstep: Class 29 contains 30549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156067936.000000 Penalty: 101497.804688
Iteration 335Q: 30 clusters Score -1.560679e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 36676 members 
Mstep: Class 3 contains 11449 members 
Mstep: Class 4 contains 95988 members 
Mstep: Class 5 contains 17554 members 
Mstep: Class 6 contains 10302 members 
Mstep: Class 7 contains 16608 members 
Mstep: Class 8 contains 3368 members 
Mstep: Class 9 contains 13043 members 
Mstep: Class 10 contains 142777 members 
Mstep: Class 11 contains 41790 members 
Mstep: Class 12 contains 36081 members 
Mstep: Class 13 contains 19561 members 
Mstep: Class 14 contains 34389 members 
Mstep: Class 15 contains 177232 members 
Mstep: Class 16 contains 60221 members 
Mstep: Class 17 contains 197488 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 153816 members 
Mstep: Class 21 contains 9136 members 
Mstep: Class 22 contains 4253 members 
Mstep: Class 23 contains 158684 members 
Mstep: Class 24 contains 20436 members 
Mstep: Class 25 contains 16860 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9176 members 
Mstep: Class 29 contains 31143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156067936.000000 Penalty: 101497.804688
Iteration 336Q: 30 clusters Score -1.560679e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 36695 members 
Mstep: Class 3 contains 11384 members 
Mstep: Class 4 contains 95990 members 
Mstep: Class 5 contains 17545 members 
Mstep: Class 6 contains 10308 members 
Mstep: Class 7 contains 16602 members 
Mstep: Class 8 contains 3372 members 
Mstep: Class 9 contains 13028 members 
Mstep: Class 10 contains 142689 members 
Mstep: Class 11 contains 41761 members 
Mstep: Class 12 contains 36112 members 
Mstep: Class 13 contains 19421 members 
Mstep: Class 14 contains 34387 members 
Mstep: Class 15 contains 177014 members 
Mstep: Class 16 contains 60224 members 
Mstep: Class 17 contains 197556 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 153828 members 
Mstep: Class 21 contains 9132 members 
Mstep: Class 22 contains 4253 members 
Mstep: Class 23 contains 158619 members 
Mstep: Class 24 contains 20428 members 
Mstep: Class 25 contains 16852 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9178 members 
Mstep: Class 29 contains 31650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156068016.000000 Penalty: 101497.804688
Iteration 337Q: 30 clusters Score -1.56068e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 36708 members 
Mstep: Class 3 contains 11299 members 
Mstep: Class 4 contains 95992 members 
Mstep: Class 5 contains 17540 members 
Mstep: Class 6 contains 10311 members 
Mstep: Class 7 contains 16594 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 13021 members 
Mstep: Class 10 contains 142649 members 
Mstep: Class 11 contains 41734 members 
Mstep: Class 12 contains 36135 members 
Mstep: Class 13 contains 19285 members 
Mstep: Class 14 contains 34382 members 
Mstep: Class 15 contains 176800 members 
Mstep: Class 16 contains 60231 members 
Mstep: Class 17 contains 197587 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 153825 members 
Mstep: Class 21 contains 9136 members 
Mstep: Class 22 contains 4253 members 
Mstep: Class 23 contains 158574 members 
Mstep: Class 24 contains 20425 members 
Mstep: Class 25 contains 16843 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9179 members 
Mstep: Class 29 contains 32144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156068384.000000 Penalty: 101497.804688
Iteration 338Q: 30 clusters Score -1.560684e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 36721 members 
Mstep: Class 3 contains 11229 members 
Mstep: Class 4 contains 95995 members 
Mstep: Class 5 contains 17534 members 
Mstep: Class 6 contains 10314 members 
Mstep: Class 7 contains 16595 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 142603 members 
Mstep: Class 11 contains 41720 members 
Mstep: Class 12 contains 36160 members 
Mstep: Class 13 contains 19143 members 
Mstep: Class 14 contains 34380 members 
Mstep: Class 15 contains 176620 members 
Mstep: Class 16 contains 60238 members 
Mstep: Class 17 contains 197601 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 153820 members 
Mstep: Class 21 contains 9137 members 
Mstep: Class 22 contains 4253 members 
Mstep: Class 23 contains 158525 members 
Mstep: Class 24 contains 20425 members 
Mstep: Class 25 contains 16838 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9179 members 
Mstep: Class 29 contains 32602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156068400.000000 Penalty: 101497.804688
Iteration 339Q: 30 clusters Score -1.560684e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 36737 members 
Mstep: Class 3 contains 11170 members 
Mstep: Class 4 contains 95985 members 
Mstep: Class 5 contains 17522 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 16590 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 13020 members 
Mstep: Class 10 contains 142577 members 
Mstep: Class 11 contains 41692 members 
Mstep: Class 12 contains 36175 members 
Mstep: Class 13 contains 19030 members 
Mstep: Class 14 contains 34376 members 
Mstep: Class 15 contains 176442 members 
Mstep: Class 16 contains 60248 members 
Mstep: Class 17 contains 197628 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 153781 members 
Mstep: Class 21 contains 9138 members 
Mstep: Class 22 contains 4253 members 
Mstep: Class 23 contains 158490 members 
Mstep: Class 24 contains 20421 members 
Mstep: Class 25 contains 16830 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9180 members 
Mstep: Class 29 contains 33043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156068352.000000 Penalty: 101497.804688
Iteration 340F: 30 clusters Score -1.560684e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 36766 members 
Mstep: Class 3 contains 11111 members 
Mstep: Class 4 contains 95983 members 
Mstep: Class 5 contains 17520 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 16582 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 142553 members 
Mstep: Class 11 contains 41676 members 
Mstep: Class 12 contains 36196 members 
Mstep: Class 13 contains 18781 members 
Mstep: Class 14 contains 34368 members 
Mstep: Class 15 contains 176262 members 
Mstep: Class 16 contains 60258 members 
Mstep: Class 17 contains 197654 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 153728 members 
Mstep: Class 21 contains 9139 members 
Mstep: Class 22 contains 4253 members 
Mstep: Class 23 contains 158441 members 
Mstep: Class 24 contains 20418 members 
Mstep: Class 25 contains 16829 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9179 members 
Mstep: Class 29 contains 33623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156068400.000000 Penalty: 101497.804688
Iteration 341Q: 30 clusters Score -1.560684e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 36798 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 95983 members 
Mstep: Class 5 contains 17508 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 16577 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 13012 members 
Mstep: Class 10 contains 142543 members 
Mstep: Class 11 contains 41665 members 
Mstep: Class 12 contains 36220 members 
Mstep: Class 13 contains 18489 members 
Mstep: Class 14 contains 34362 members 
Mstep: Class 15 contains 176108 members 
Mstep: Class 16 contains 60261 members 
Mstep: Class 17 contains 197663 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 5011 members 
Mstep: Class 20 contains 153691 members 
Mstep: Class 21 contains 9147 members 
Mstep: Class 22 contains 4253 members 
Mstep: Class 23 contains 158389 members 
Mstep: Class 24 contains 20411 members 
Mstep: Class 25 contains 16831 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9178 members 
Mstep: Class 29 contains 34204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156068640.000000 Penalty: 101497.804688
Iteration 342Q: 30 clusters Score -1.560686e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 36837 members 
Mstep: Class 3 contains 10969 members 
Mstep: Class 4 contains 95976 members 
Mstep: Class 5 contains 17490 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 16577 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 13009 members 
Mstep: Class 10 contains 142535 members 
Mstep: Class 11 contains 41645 members 
Mstep: Class 12 contains 36239 members 
Mstep: Class 13 contains 18249 members 
Mstep: Class 14 contains 34353 members 
Mstep: Class 15 contains 175965 members 
Mstep: Class 16 contains 60263 members 
Mstep: Class 17 contains 197706 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 5011 members 
Mstep: Class 20 contains 153645 members 
Mstep: Class 21 contains 9152 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 158345 members 
Mstep: Class 24 contains 20404 members 
Mstep: Class 25 contains 16826 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9179 members 
Mstep: Class 29 contains 34717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156068672.000000 Penalty: 101497.804688
Iteration 343Q: 30 clusters Score -1.560687e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 36872 members 
Mstep: Class 3 contains 10892 members 
Mstep: Class 4 contains 95974 members 
Mstep: Class 5 contains 17473 members 
Mstep: Class 6 contains 10327 members 
Mstep: Class 7 contains 16570 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 13003 members 
Mstep: Class 10 contains 142530 members 
Mstep: Class 11 contains 41627 members 
Mstep: Class 12 contains 36264 members 
Mstep: Class 13 contains 18019 members 
Mstep: Class 14 contains 34345 members 
Mstep: Class 15 contains 175827 members 
Mstep: Class 16 contains 60268 members 
Mstep: Class 17 contains 197731 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 5011 members 
Mstep: Class 20 contains 153584 members 
Mstep: Class 21 contains 9160 members 
Mstep: Class 22 contains 4259 members 
Mstep: Class 23 contains 158307 members 
Mstep: Class 24 contains 20395 members 
Mstep: Class 25 contains 16822 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9181 members 
Mstep: Class 29 contains 35233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156068624.000000 Penalty: 101497.804688
Iteration 344Q: 30 clusters Score -1.560686e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 36899 members 
Mstep: Class 3 contains 10816 members 
Mstep: Class 4 contains 95981 members 
Mstep: Class 5 contains 17446 members 
Mstep: Class 6 contains 10332 members 
Mstep: Class 7 contains 16568 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 13002 members 
Mstep: Class 10 contains 142565 members 
Mstep: Class 11 contains 41615 members 
Mstep: Class 12 contains 36291 members 
Mstep: Class 13 contains 17806 members 
Mstep: Class 14 contains 34343 members 
Mstep: Class 15 contains 175686 members 
Mstep: Class 16 contains 60265 members 
Mstep: Class 17 contains 197764 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5011 members 
Mstep: Class 20 contains 153508 members 
Mstep: Class 21 contains 9161 members 
Mstep: Class 22 contains 4260 members 
Mstep: Class 23 contains 158265 members 
Mstep: Class 24 contains 20393 members 
Mstep: Class 25 contains 16814 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9181 members 
Mstep: Class 29 contains 35711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069168.000000 Penalty: 101497.804688
Iteration 345Q: 30 clusters Score -1.560692e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 36918 members 
Mstep: Class 3 contains 10742 members 
Mstep: Class 4 contains 95979 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 10336 members 
Mstep: Class 7 contains 16563 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 13002 members 
Mstep: Class 10 contains 142614 members 
Mstep: Class 11 contains 41604 members 
Mstep: Class 12 contains 36321 members 
Mstep: Class 13 contains 17607 members 
Mstep: Class 14 contains 34334 members 
Mstep: Class 15 contains 175538 members 
Mstep: Class 16 contains 60263 members 
Mstep: Class 17 contains 197806 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 5011 members 
Mstep: Class 20 contains 153415 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 4260 members 
Mstep: Class 23 contains 158223 members 
Mstep: Class 24 contains 20395 members 
Mstep: Class 25 contains 16804 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9181 members 
Mstep: Class 29 contains 36166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156068848.000000 Penalty: 101497.804688
Iteration 346Q: 30 clusters Score -1.560688e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 36941 members 
Mstep: Class 3 contains 10664 members 
Mstep: Class 4 contains 95977 members 
Mstep: Class 5 contains 17427 members 
Mstep: Class 6 contains 10339 members 
Mstep: Class 7 contains 16557 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 13006 members 
Mstep: Class 10 contains 142649 members 
Mstep: Class 11 contains 41600 members 
Mstep: Class 12 contains 36335 members 
Mstep: Class 13 contains 17430 members 
Mstep: Class 14 contains 34326 members 
Mstep: Class 15 contains 175401 members 
Mstep: Class 16 contains 60263 members 
Mstep: Class 17 contains 197844 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 153337 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4259 members 
Mstep: Class 23 contains 158173 members 
Mstep: Class 24 contains 20393 members 
Mstep: Class 25 contains 16797 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9182 members 
Mstep: Class 29 contains 36596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156068896.000000 Penalty: 101497.804688
Iteration 347Q: 30 clusters Score -1.560689e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 36964 members 
Mstep: Class 3 contains 10606 members 
Mstep: Class 4 contains 95973 members 
Mstep: Class 5 contains 17409 members 
Mstep: Class 6 contains 10344 members 
Mstep: Class 7 contains 16547 members 
Mstep: Class 8 contains 3387 members 
Mstep: Class 9 contains 13005 members 
Mstep: Class 10 contains 142713 members 
Mstep: Class 11 contains 41588 members 
Mstep: Class 12 contains 36343 members 
Mstep: Class 13 contains 17266 members 
Mstep: Class 14 contains 34322 members 
Mstep: Class 15 contains 175279 members 
Mstep: Class 16 contains 60265 members 
Mstep: Class 17 contains 197888 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 153248 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 158122 members 
Mstep: Class 24 contains 20399 members 
Mstep: Class 25 contains 16792 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9179 members 
Mstep: Class 29 contains 36976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069168.000000 Penalty: 101497.804688
Iteration 348Q: 30 clusters Score -1.560692e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 36989 members 
Mstep: Class 3 contains 10548 members 
Mstep: Class 4 contains 95973 members 
Mstep: Class 5 contains 17395 members 
Mstep: Class 6 contains 10352 members 
Mstep: Class 7 contains 16536 members 
Mstep: Class 8 contains 3390 members 
Mstep: Class 9 contains 13008 members 
Mstep: Class 10 contains 142760 members 
Mstep: Class 11 contains 41583 members 
Mstep: Class 12 contains 36352 members 
Mstep: Class 13 contains 17099 members 
Mstep: Class 14 contains 34319 members 
Mstep: Class 15 contains 175175 members 
Mstep: Class 16 contains 60269 members 
Mstep: Class 17 contains 197919 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 153151 members 
Mstep: Class 21 contains 9190 members 
Mstep: Class 22 contains 4259 members 
Mstep: Class 23 contains 158082 members 
Mstep: Class 24 contains 20400 members 
Mstep: Class 25 contains 16787 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9180 members 
Mstep: Class 29 contains 37338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069472.000000 Penalty: 101497.804688
Iteration 349Q: 30 clusters Score -1.560695e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 37008 members 
Mstep: Class 3 contains 10509 members 
Mstep: Class 4 contains 95968 members 
Mstep: Class 5 contains 17379 members 
Mstep: Class 6 contains 10359 members 
Mstep: Class 7 contains 16531 members 
Mstep: Class 8 contains 3392 members 
Mstep: Class 9 contains 13003 members 
Mstep: Class 10 contains 142795 members 
Mstep: Class 11 contains 41580 members 
Mstep: Class 12 contains 36362 members 
Mstep: Class 13 contains 16926 members 
Mstep: Class 14 contains 34316 members 
Mstep: Class 15 contains 175089 members 
Mstep: Class 16 contains 60272 members 
Mstep: Class 17 contains 197955 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 153081 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 4261 members 
Mstep: Class 23 contains 158049 members 
Mstep: Class 24 contains 20399 members 
Mstep: Class 25 contains 16779 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9181 members 
Mstep: Class 29 contains 37670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069136.000000 Penalty: 101497.804688
Iteration 350Q: 30 clusters Score -1.560691e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 37023 members 
Mstep: Class 3 contains 10460 members 
Mstep: Class 4 contains 95966 members 
Mstep: Class 5 contains 17374 members 
Mstep: Class 6 contains 10365 members 
Mstep: Class 7 contains 16530 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 9 contains 13002 members 
Mstep: Class 10 contains 142816 members 
Mstep: Class 11 contains 41569 members 
Mstep: Class 12 contains 36362 members 
Mstep: Class 13 contains 16799 members 
Mstep: Class 14 contains 34312 members 
Mstep: Class 15 contains 174999 members 
Mstep: Class 16 contains 60272 members 
Mstep: Class 17 contains 197992 members 
Mstep: Class 18 contains 3425 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 153008 members 
Mstep: Class 21 contains 9194 members 
Mstep: Class 22 contains 4264 members 
Mstep: Class 23 contains 158032 members 
Mstep: Class 24 contains 20399 members 
Mstep: Class 25 contains 16776 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 37962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069264.000000 Penalty: 101497.804688
Iteration 351Q: 30 clusters Score -1.560693e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 37045 members 
Mstep: Class 3 contains 10412 members 
Mstep: Class 4 contains 95967 members 
Mstep: Class 5 contains 17372 members 
Mstep: Class 6 contains 10372 members 
Mstep: Class 7 contains 16532 members 
Mstep: Class 8 contains 3398 members 
Mstep: Class 9 contains 13000 members 
Mstep: Class 10 contains 142855 members 
Mstep: Class 11 contains 41561 members 
Mstep: Class 12 contains 36381 members 
Mstep: Class 13 contains 16668 members 
Mstep: Class 14 contains 34312 members 
Mstep: Class 15 contains 174895 members 
Mstep: Class 16 contains 60269 members 
Mstep: Class 17 contains 198019 members 
Mstep: Class 18 contains 3426 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152916 members 
Mstep: Class 21 contains 9199 members 
Mstep: Class 22 contains 4265 members 
Mstep: Class 23 contains 158013 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 16770 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9184 members 
Mstep: Class 29 contains 38252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069216.000000 Penalty: 101497.804688
Iteration 352Q: 30 clusters Score -1.560692e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 37055 members 
Mstep: Class 3 contains 10368 members 
Mstep: Class 4 contains 95968 members 
Mstep: Class 5 contains 17364 members 
Mstep: Class 6 contains 10381 members 
Mstep: Class 7 contains 16530 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 12997 members 
Mstep: Class 10 contains 142879 members 
Mstep: Class 11 contains 41559 members 
Mstep: Class 12 contains 36394 members 
Mstep: Class 13 contains 16521 members 
Mstep: Class 14 contains 34313 members 
Mstep: Class 15 contains 174823 members 
Mstep: Class 16 contains 60268 members 
Mstep: Class 17 contains 198045 members 
Mstep: Class 18 contains 3424 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152832 members 
Mstep: Class 21 contains 9204 members 
Mstep: Class 22 contains 4265 members 
Mstep: Class 23 contains 158007 members 
Mstep: Class 24 contains 20397 members 
Mstep: Class 25 contains 16767 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9186 members 
Mstep: Class 29 contains 38535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069328.000000 Penalty: 101497.804688
Iteration 353Q: 30 clusters Score -1.560693e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 37065 members 
Mstep: Class 3 contains 10316 members 
Mstep: Class 4 contains 95968 members 
Mstep: Class 5 contains 17355 members 
Mstep: Class 6 contains 10385 members 
Mstep: Class 7 contains 16523 members 
Mstep: Class 8 contains 3403 members 
Mstep: Class 9 contains 12997 members 
Mstep: Class 10 contains 142911 members 
Mstep: Class 11 contains 41556 members 
Mstep: Class 12 contains 36403 members 
Mstep: Class 13 contains 16383 members 
Mstep: Class 14 contains 34311 members 
Mstep: Class 15 contains 174778 members 
Mstep: Class 16 contains 60269 members 
Mstep: Class 17 contains 198088 members 
Mstep: Class 18 contains 3426 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152743 members 
Mstep: Class 21 contains 9207 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 157995 members 
Mstep: Class 24 contains 20396 members 
Mstep: Class 25 contains 16761 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9187 members 
Mstep: Class 29 contains 38786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069344.000000 Penalty: 101497.804688
Iteration 354Q: 30 clusters Score -1.560693e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 37073 members 
Mstep: Class 3 contains 10253 members 
Mstep: Class 4 contains 95966 members 
Mstep: Class 5 contains 17349 members 
Mstep: Class 6 contains 10388 members 
Mstep: Class 7 contains 16516 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 12995 members 
Mstep: Class 10 contains 142967 members 
Mstep: Class 11 contains 41553 members 
Mstep: Class 12 contains 36412 members 
Mstep: Class 13 contains 16262 members 
Mstep: Class 14 contains 34316 members 
Mstep: Class 15 contains 174723 members 
Mstep: Class 16 contains 60273 members 
Mstep: Class 17 contains 198120 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152666 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 4269 members 
Mstep: Class 23 contains 157985 members 
Mstep: Class 24 contains 20394 members 
Mstep: Class 25 contains 16753 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9189 members 
Mstep: Class 29 contains 39009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069200.000000 Penalty: 101497.804688
Iteration 355Q: 30 clusters Score -1.560692e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 37081 members 
Mstep: Class 3 contains 10213 members 
Mstep: Class 4 contains 95963 members 
Mstep: Class 5 contains 17342 members 
Mstep: Class 6 contains 10388 members 
Mstep: Class 7 contains 16506 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 12993 members 
Mstep: Class 10 contains 143031 members 
Mstep: Class 11 contains 41554 members 
Mstep: Class 12 contains 36429 members 
Mstep: Class 13 contains 16150 members 
Mstep: Class 14 contains 34320 members 
Mstep: Class 15 contains 174684 members 
Mstep: Class 16 contains 60277 members 
Mstep: Class 17 contains 198142 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152573 members 
Mstep: Class 21 contains 9221 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 157979 members 
Mstep: Class 24 contains 20390 members 
Mstep: Class 25 contains 16744 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9190 members 
Mstep: Class 29 contains 39204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069040.000000 Penalty: 101497.804688
Iteration 356Q: 30 clusters Score -1.56069e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 37091 members 
Mstep: Class 3 contains 10167 members 
Mstep: Class 4 contains 95957 members 
Mstep: Class 5 contains 17342 members 
Mstep: Class 6 contains 10395 members 
Mstep: Class 7 contains 16503 members 
Mstep: Class 8 contains 3406 members 
Mstep: Class 9 contains 12992 members 
Mstep: Class 10 contains 143066 members 
Mstep: Class 11 contains 41551 members 
Mstep: Class 12 contains 36445 members 
Mstep: Class 13 contains 16051 members 
Mstep: Class 14 contains 34321 members 
Mstep: Class 15 contains 174656 members 
Mstep: Class 16 contains 60283 members 
Mstep: Class 17 contains 198159 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152513 members 
Mstep: Class 21 contains 9228 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 157984 members 
Mstep: Class 24 contains 20385 members 
Mstep: Class 25 contains 16733 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 39362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069344.000000 Penalty: 101497.804688
Iteration 357Q: 30 clusters Score -1.560693e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 37099 members 
Mstep: Class 3 contains 10122 members 
Mstep: Class 4 contains 95954 members 
Mstep: Class 5 contains 17345 members 
Mstep: Class 6 contains 10400 members 
Mstep: Class 7 contains 16495 members 
Mstep: Class 8 contains 3412 members 
Mstep: Class 9 contains 12993 members 
Mstep: Class 10 contains 143099 members 
Mstep: Class 11 contains 41550 members 
Mstep: Class 12 contains 36460 members 
Mstep: Class 13 contains 15966 members 
Mstep: Class 14 contains 34323 members 
Mstep: Class 15 contains 174621 members 
Mstep: Class 16 contains 60287 members 
Mstep: Class 17 contains 198175 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152437 members 
Mstep: Class 21 contains 9228 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157975 members 
Mstep: Class 24 contains 20386 members 
Mstep: Class 25 contains 16729 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 39526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069440.000000 Penalty: 101497.804688
Iteration 358Q: 30 clusters Score -1.560694e+08 nChanged 523
Entering ConstructFrom: 
Score: -156069440.000000 Penalty: 101497.804688
Entering ConstructFrom: 
Trying to split cluster 1 (13893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Entering Unmasked Estep 
Score: -1624486.875000 Penalty: 2365.706787
	Iteration 0F: 2 clusters Score -1624487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1614338.500000 Penalty: 4731.413574
	Iteration 0F: 3 clusters Score -1614338 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1617666.000000 Penalty: 4731.413574
	Iteration 1F: 3 clusters Score -1617666 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1618229.875000 Penalty: 4731.413574
	Iteration 2F: 3 clusters Score -1618230 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1618852.000000 Penalty: 4731.413574
	Iteration 3F: 3 clusters Score -1618852 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1619540.625000 Penalty: 4731.413574
	Iteration 4F: 3 clusters Score -1619541 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1620126.000000 Penalty: 4731.413574
	Iteration 5F: 3 clusters Score -1620126 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1620626.500000 Penalty: 4731.413574
	Iteration 6F: 3 clusters Score -1620626 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1620994.125000 Penalty: 4731.413574
	Iteration 7Q: 3 clusters Score -1620994 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1621248.375000 Penalty: 4731.413574
	Iteration 8Q: 3 clusters Score -1621248 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1621436.625000 Penalty: 4731.413574
	Iteration 9Q: 3 clusters Score -1621437 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1621570.000000 Penalty: 4731.413574
	Iteration 10Q: 3 clusters Score -1621570 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1621664.875000 Penalty: 4731.413574
	Iteration 11Q: 3 clusters Score -1621665 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1621724.125000 Penalty: 4731.413574
	Iteration 12Q: 3 clusters Score -1621724 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1621764.000000 Penalty: 4731.413574
	Iteration 13Q: 3 clusters Score -1621764 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1621813.000000 Penalty: 4731.413574
	Iteration 14Q: 3 clusters Score -1621813 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1621844.625000 Penalty: 4731.413574
	Iteration 15Q: 3 clusters Score -1621845 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1621881.875000 Penalty: 4731.413574
	Iteration 16Q: 3 clusters Score -1621882 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1621920.875000 Penalty: 4731.413574
	Iteration 17Q: 3 clusters Score -1621921 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1621963.125000 Penalty: 4731.413574
	Iteration 18Q: 3 clusters Score -1621963 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1622010.625000 Penalty: 4731.413574
	Iteration 19Q: 3 clusters Score -1622011 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1622054.875000 Penalty: 4731.413574
	Iteration 20F: 3 clusters Score -1622055 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1622081.375000 Penalty: 4731.413574
	Iteration 21Q: 3 clusters Score -1622081 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1622122.500000 Penalty: 4731.413574
	Iteration 22Q: 3 clusters Score -1622122 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1622178.250000 Penalty: 4731.413574
	Iteration 23Q: 3 clusters Score -1622178 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1622233.125000 Penalty: 4731.413574
	Iteration 24Q: 3 clusters Score -1622233 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1622295.375000 Penalty: 4731.413574
	Iteration 25Q: 3 clusters Score -1622295 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1622354.625000 Penalty: 4731.413574
	Iteration 26Q: 3 clusters Score -1622355 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1622410.875000 Penalty: 4731.413574
	Iteration 27Q: 3 clusters Score -1622411 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1622472.250000 Penalty: 4731.413574
	Iteration 28Q: 3 clusters Score -1622472 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1622571.250000 Penalty: 4731.413574
	Iteration 29Q: 3 clusters Score -1622571 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1622658.000000 Penalty: 4731.413574
	Iteration 30Q: 3 clusters Score -1622658 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1622735.250000 Penalty: 4731.413574
	Iteration 31Q: 3 clusters Score -1622735 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1622793.500000 Penalty: 4731.413574
	Iteration 32Q: 3 clusters Score -1622794 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1622840.500000 Penalty: 4731.413574
	Iteration 33Q: 3 clusters Score -1622840 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1622875.375000 Penalty: 4731.413574
	Iteration 34Q: 3 clusters Score -1622875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1622921.500000 Penalty: 4731.413574
	Iteration 35Q: 3 clusters Score -1622922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1622949.750000 Penalty: 4731.413574
	Iteration 36Q: 3 clusters Score -1622950 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1622978.625000 Penalty: 4731.413574
	Iteration 37Q: 3 clusters Score -1622979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1622996.875000 Penalty: 4731.413574
	Iteration 38Q: 3 clusters Score -1622997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1623022.250000 Penalty: 4731.413574
	Iteration 39Q: 3 clusters Score -1623022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1623041.125000 Penalty: 4731.413574
	Iteration 40F: 3 clusters Score -1623041 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1623056.000000 Penalty: 4731.413574
	Iteration 41Q: 3 clusters Score -1623056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1623071.000000 Penalty: 4731.413574
	Iteration 42Q: 3 clusters Score -1623071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1623085.750000 Penalty: 4731.413574
	Iteration 43Q: 3 clusters Score -1623086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1623094.625000 Penalty: 4731.413574
	Iteration 44Q: 3 clusters Score -1623095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1623096.250000 Penalty: 4731.413574
	Iteration 45Q: 3 clusters Score -1623096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1623102.125000 Penalty: 4731.413574
	Iteration 46Q: 3 clusters Score -1623102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1623105.750000 Penalty: 4731.413574
	Iteration 47Q: 3 clusters Score -1623106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1623111.375000 Penalty: 4731.413574
	Iteration 48Q: 3 clusters Score -1623111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1623110.750000 Penalty: 4731.413574
	Iteration 49Q: 3 clusters Score -1623111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1623113.500000 Penalty: 4731.413574
	Iteration 50Q: 3 clusters Score -1623114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1623114.375000 Penalty: 4731.413574
	Iteration 51Q: 3 clusters Score -1623114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1623111.000000 Penalty: 4731.413574
	Iteration 52Q: 3 clusters Score -1623111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1623113.125000 Penalty: 4731.413574
	Iteration 53Q: 3 clusters Score -1623113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1623113.125000 Penalty: 4731.413574
	Iteration 54F: 3 clusters Score -1623113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Entering Unmasked Estep 
Score: -4440033.500000 Penalty: 2609.340332
	Iteration 0F: 2 clusters Score -4440034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4414838.000000 Penalty: 5218.680664
	Iteration 0F: 3 clusters Score -4414838 nChanged 16988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -4424410.500000 Penalty: 5218.680664
	Iteration 1F: 3 clusters Score -4424410 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -4425186.500000 Penalty: 5218.680664
	Iteration 2F: 3 clusters Score -4425186 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4426066.000000 Penalty: 5218.680664
	Iteration 3F: 3 clusters Score -4426066 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -4427022.000000 Penalty: 5218.680664
	Iteration 4F: 3 clusters Score -4427022 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4428160.500000 Penalty: 5218.680664
	Iteration 5F: 3 clusters Score -4428160 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -4429593.000000 Penalty: 5218.680664
	Iteration 6F: 3 clusters Score -4429593 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -4431108.500000 Penalty: 5218.680664
	Iteration 7F: 3 clusters Score -4431108 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4432666.000000 Penalty: 5218.680664
	Iteration 8F: 3 clusters Score -4432666 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -4433856.000000 Penalty: 5218.680664
	Iteration 9F: 3 clusters Score -4433856 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -4434685.500000 Penalty: 5218.680664
	Iteration 10Q: 3 clusters Score -4434686 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -4435245.500000 Penalty: 5218.680664
	Iteration 11Q: 3 clusters Score -4435246 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -4435633.000000 Penalty: 5218.680664
	Iteration 12Q: 3 clusters Score -4435633 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -4435916.500000 Penalty: 5218.680664
	Iteration 13Q: 3 clusters Score -4435916 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -4436196.000000 Penalty: 5218.680664
	Iteration 14Q: 3 clusters Score -4436196 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -4436447.500000 Penalty: 5218.680664
	Iteration 15Q: 3 clusters Score -4436448 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -4436626.500000 Penalty: 5218.680664
	Iteration 16Q: 3 clusters Score -4436626 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -4436840.000000 Penalty: 5218.680664
	Iteration 17Q: 3 clusters Score -4436840 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -4437019.000000 Penalty: 5218.680664
	Iteration 18Q: 3 clusters Score -4437019 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4437172.500000 Penalty: 5218.680664
	Iteration 19Q: 3 clusters Score -4437172 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -4437301.000000 Penalty: 5218.680664
	Iteration 20F: 3 clusters Score -4437301 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4437415.500000 Penalty: 5218.680664
	Iteration 21Q: 3 clusters Score -4437416 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4437538.000000 Penalty: 5218.680664
	Iteration 22Q: 3 clusters Score -4437538 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -4437614.000000 Penalty: 5218.680664
	Iteration 23Q: 3 clusters Score -4437614 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4437726.500000 Penalty: 5218.680664
	Iteration 24Q: 3 clusters Score -4437726 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -4437810.500000 Penalty: 5218.680664
	Iteration 25Q: 3 clusters Score -4437810 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4437898.000000 Penalty: 5218.680664
	Iteration 26Q: 3 clusters Score -4437898 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4437987.000000 Penalty: 5218.680664
	Iteration 27Q: 3 clusters Score -4437987 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4438054.000000 Penalty: 5218.680664
	Iteration 28Q: 3 clusters Score -4438054 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4438130.000000 Penalty: 5218.680664
	Iteration 29Q: 3 clusters Score -4438130 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4438168.500000 Penalty: 5218.680664
	Iteration 30Q: 3 clusters Score -4438168 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4438230.500000 Penalty: 5218.680664
	Iteration 31Q: 3 clusters Score -4438230 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4438266.000000 Penalty: 5218.680664
	Iteration 32Q: 3 clusters Score -4438266 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4438311.000000 Penalty: 5218.680664
	Iteration 33Q: 3 clusters Score -4438311 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4438357.000000 Penalty: 5218.680664
	Iteration 34Q: 3 clusters Score -4438357 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4438374.000000 Penalty: 5218.680664
	Iteration 35Q: 3 clusters Score -4438374 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4438412.000000 Penalty: 5218.680664
	Iteration 36Q: 3 clusters Score -4438412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4438433.000000 Penalty: 5218.680664
	Iteration 37Q: 3 clusters Score -4438433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4438440.500000 Penalty: 5218.680664
	Iteration 38Q: 3 clusters Score -4438440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4438444.500000 Penalty: 5218.680664
	Iteration 39Q: 3 clusters Score -4438444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4438467.000000 Penalty: 5218.680664
	Iteration 40F: 3 clusters Score -4438467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4438480.000000 Penalty: 5218.680664
	Iteration 41Q: 3 clusters Score -4438480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4438490.500000 Penalty: 5218.680664
	Iteration 42Q: 3 clusters Score -4438490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4438501.500000 Penalty: 5218.680664
	Iteration 43Q: 3 clusters Score -4438502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4438519.000000 Penalty: 5218.680664
	Iteration 44Q: 3 clusters Score -4438519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4438524.000000 Penalty: 5218.680664
	Iteration 45Q: 3 clusters Score -4438524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4438534.500000 Penalty: 5218.680664
	Iteration 46Q: 3 clusters Score -4438534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4438536.500000 Penalty: 5218.680664
	Iteration 47Q: 3 clusters Score -4438536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4438538.000000 Penalty: 5218.680664
	Iteration 48Q: 3 clusters Score -4438538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4438532.500000 Penalty: 5218.680664
	Iteration 49Q: 3 clusters Score -4438532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4438536.000000 Penalty: 5218.680664
	Iteration 50Q: 3 clusters Score -4438536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4438542.000000 Penalty: 5218.680664
	Iteration 51Q: 3 clusters Score -4438542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4438548.500000 Penalty: 5218.680664
	Iteration 52Q: 3 clusters Score -4438548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4438545.500000 Penalty: 5218.680664
	Iteration 53Q: 3 clusters Score -4438546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4438548.500000 Penalty: 5218.680664
	Iteration 54Q: 3 clusters Score -4438548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4438553.000000 Penalty: 5218.680664
	Iteration 55Q: 3 clusters Score -4438553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4438551.000000 Penalty: 5218.680664
	Iteration 56Q: 3 clusters Score -4438551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4438560.000000 Penalty: 5218.680664
	Iteration 57Q: 3 clusters Score -4438560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4438553.000000 Penalty: 5218.680664
	Iteration 58Q: 3 clusters Score -4438553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4438556.500000 Penalty: 5218.680664
	Iteration 59Q: 3 clusters Score -4438556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4438557.500000 Penalty: 5218.680664
	Iteration 60F: 3 clusters Score -4438558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4438561.500000 Penalty: 5218.680664
	Iteration 61Q: 3 clusters Score -4438562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4438557.500000 Penalty: 5218.680664
	Iteration 62Q: 3 clusters Score -4438558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4438558.500000 Penalty: 5218.680664
	Iteration 63Q: 3 clusters Score -4438558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4438558.500000 Penalty: 5218.680664
	Iteration 64Q: 3 clusters Score -4438558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4438558.500000 Penalty: 5218.680664
	Iteration 65F: 3 clusters Score -4438558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Entering Unmasked Estep 
Score: -1170621.875000 Penalty: 2286.238770
	Iteration 0F: 2 clusters Score -1170622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1162890.750000 Penalty: 4572.477539
	Iteration 0F: 3 clusters Score -1162891 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1165218.000000 Penalty: 4572.477539
	Iteration 1F: 3 clusters Score -1165218 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1165614.000000 Penalty: 4572.477539
	Iteration 2F: 3 clusters Score -1165614 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1165922.375000 Penalty: 4572.477539
	Iteration 3F: 3 clusters Score -1165922 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1166172.125000 Penalty: 4572.477539
	Iteration 4Q: 3 clusters Score -1166172 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1166383.125000 Penalty: 4572.477539
	Iteration 5Q: 3 clusters Score -1166383 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1166575.750000 Penalty: 4572.477539
	Iteration 6Q: 3 clusters Score -1166576 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1166763.875000 Penalty: 4572.477539
	Iteration 7Q: 3 clusters Score -1166764 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1166920.625000 Penalty: 4572.477539
	Iteration 8Q: 3 clusters Score -1166921 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1167061.875000 Penalty: 4572.477539
	Iteration 9Q: 3 clusters Score -1167062 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1167180.375000 Penalty: 4572.477539
	Iteration 10Q: 3 clusters Score -1167180 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1167287.125000 Penalty: 4572.477539
	Iteration 11Q: 3 clusters Score -1167287 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1167385.375000 Penalty: 4572.477539
	Iteration 12Q: 3 clusters Score -1167385 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1167470.750000 Penalty: 4572.477539
	Iteration 13Q: 3 clusters Score -1167471 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1167554.625000 Penalty: 4572.477539
	Iteration 14Q: 3 clusters Score -1167555 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1167647.375000 Penalty: 4572.477539
	Iteration 15Q: 3 clusters Score -1167647 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1167724.500000 Penalty: 4572.477539
	Iteration 16Q: 3 clusters Score -1167724 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1167793.125000 Penalty: 4572.477539
	Iteration 17Q: 3 clusters Score -1167793 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1167867.750000 Penalty: 4572.477539
	Iteration 18Q: 3 clusters Score -1167868 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1167930.250000 Penalty: 4572.477539
	Iteration 19Q: 3 clusters Score -1167930 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1167988.125000 Penalty: 4572.477539
	Iteration 20F: 3 clusters Score -1167988 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1168036.000000 Penalty: 4572.477539
	Iteration 21Q: 3 clusters Score -1168036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1168083.250000 Penalty: 4572.477539
	Iteration 22Q: 3 clusters Score -1168083 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1168132.125000 Penalty: 4572.477539
	Iteration 23Q: 3 clusters Score -1168132 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1168180.375000 Penalty: 4572.477539
	Iteration 24Q: 3 clusters Score -1168180 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1168238.750000 Penalty: 4572.477539
	Iteration 25Q: 3 clusters Score -1168239 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1168294.250000 Penalty: 4572.477539
	Iteration 26Q: 3 clusters Score -1168294 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1168348.250000 Penalty: 4572.477539
	Iteration 27Q: 3 clusters Score -1168348 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1168390.125000 Penalty: 4572.477539
	Iteration 28Q: 3 clusters Score -1168390 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1168431.625000 Penalty: 4572.477539
	Iteration 29Q: 3 clusters Score -1168432 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1168477.000000 Penalty: 4572.477539
	Iteration 30Q: 3 clusters Score -1168477 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1168519.250000 Penalty: 4572.477539
	Iteration 31Q: 3 clusters Score -1168519 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1168560.625000 Penalty: 4572.477539
	Iteration 32Q: 3 clusters Score -1168561 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1168599.000000 Penalty: 4572.477539
	Iteration 33Q: 3 clusters Score -1168599 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1168634.000000 Penalty: 4572.477539
	Iteration 34Q: 3 clusters Score -1168634 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1168669.750000 Penalty: 4572.477539
	Iteration 35Q: 3 clusters Score -1168670 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1168704.250000 Penalty: 4572.477539
	Iteration 36Q: 3 clusters Score -1168704 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1168739.500000 Penalty: 4572.477539
	Iteration 37Q: 3 clusters Score -1168740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1168768.875000 Penalty: 4572.477539
	Iteration 38Q: 3 clusters Score -1168769 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1168795.875000 Penalty: 4572.477539
	Iteration 39Q: 3 clusters Score -1168796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1168820.750000 Penalty: 4572.477539
	Iteration 40F: 3 clusters Score -1168821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1168832.250000 Penalty: 4572.477539
	Iteration 41Q: 3 clusters Score -1168832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1168847.500000 Penalty: 4572.477539
	Iteration 42Q: 3 clusters Score -1168848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1168860.625000 Penalty: 4572.477539
	Iteration 43Q: 3 clusters Score -1168861 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1168879.375000 Penalty: 4572.477539
	Iteration 44Q: 3 clusters Score -1168879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1168893.000000 Penalty: 4572.477539
	Iteration 45Q: 3 clusters Score -1168893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1168910.000000 Penalty: 4572.477539
	Iteration 46Q: 3 clusters Score -1168910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1168923.875000 Penalty: 4572.477539
	Iteration 47Q: 3 clusters Score -1168924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1168942.375000 Penalty: 4572.477539
	Iteration 48Q: 3 clusters Score -1168942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1168955.375000 Penalty: 4572.477539
	Iteration 49Q: 3 clusters Score -1168955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1168968.125000 Penalty: 4572.477539
	Iteration 50Q: 3 clusters Score -1168968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1168991.625000 Penalty: 4572.477539
	Iteration 51Q: 3 clusters Score -1168992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1169001.375000 Penalty: 4572.477539
	Iteration 52Q: 3 clusters Score -1169001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1169009.750000 Penalty: 4572.477539
	Iteration 53Q: 3 clusters Score -1169010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1169023.375000 Penalty: 4572.477539
	Iteration 54Q: 3 clusters Score -1169023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1169033.625000 Penalty: 4572.477539
	Iteration 55Q: 3 clusters Score -1169034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1169040.875000 Penalty: 4572.477539
	Iteration 56Q: 3 clusters Score -1169041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1169046.375000 Penalty: 4572.477539
	Iteration 57Q: 3 clusters Score -1169046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1169056.125000 Penalty: 4572.477539
	Iteration 58Q: 3 clusters Score -1169056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1169058.375000 Penalty: 4572.477539
	Iteration 59Q: 3 clusters Score -1169058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1169062.500000 Penalty: 4572.477539
	Iteration 60F: 3 clusters Score -1169062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1169063.125000 Penalty: 4572.477539
	Iteration 61Q: 3 clusters Score -1169063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1169068.375000 Penalty: 4572.477539
	Iteration 62Q: 3 clusters Score -1169068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1169072.875000 Penalty: 4572.477539
	Iteration 63Q: 3 clusters Score -1169073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1169072.875000 Penalty: 4572.477539
	Iteration 64Q: 3 clusters Score -1169073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1169072.500000 Penalty: 4572.477539
	Iteration 65Q: 3 clusters Score -1169072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1169074.625000 Penalty: 4572.477539
	Iteration 66Q: 3 clusters Score -1169075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1169073.375000 Penalty: 4572.477539
	Iteration 67Q: 3 clusters Score -1169073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1169074.125000 Penalty: 4572.477539
	Iteration 68Q: 3 clusters Score -1169074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1169073.750000 Penalty: 4572.477539
	Iteration 69Q: 3 clusters Score -1169074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1169076.250000 Penalty: 4572.477539
	Iteration 70Q: 3 clusters Score -1169076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1169081.125000 Penalty: 4572.477539
	Iteration 71Q: 3 clusters Score -1169081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1169081.875000 Penalty: 4572.477539
	Iteration 72Q: 3 clusters Score -1169082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1169082.875000 Penalty: 4572.477539
	Iteration 73Q: 3 clusters Score -1169083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1169087.250000 Penalty: 4572.477539
	Iteration 74Q: 3 clusters Score -1169087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1169090.125000 Penalty: 4572.477539
	Iteration 75Q: 3 clusters Score -1169090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1169095.250000 Penalty: 4572.477539
	Iteration 76Q: 3 clusters Score -1169095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1169098.000000 Penalty: 4572.477539
	Iteration 77Q: 3 clusters Score -1169098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1169099.625000 Penalty: 4572.477539
	Iteration 78Q: 3 clusters Score -1169100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1169098.875000 Penalty: 4572.477539
	Iteration 79Q: 3 clusters Score -1169099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1169101.125000 Penalty: 4572.477539
	Iteration 80F: 3 clusters Score -1169101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1169105.750000 Penalty: 4572.477539
	Iteration 81Q: 3 clusters Score -1169106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1169105.750000 Penalty: 4572.477539
	Iteration 82Q: 3 clusters Score -1169106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1169107.250000 Penalty: 4572.477539
	Iteration 83Q: 3 clusters Score -1169107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1169111.625000 Penalty: 4572.477539
	Iteration 84Q: 3 clusters Score -1169112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1169113.875000 Penalty: 4572.477539
	Iteration 85Q: 3 clusters Score -1169114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1169114.750000 Penalty: 4572.477539
	Iteration 86Q: 3 clusters Score -1169115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1169116.625000 Penalty: 4572.477539
	Iteration 87Q: 3 clusters Score -1169117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1169118.250000 Penalty: 4572.477539
	Iteration 88Q: 3 clusters Score -1169118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1169121.000000 Penalty: 4572.477539
	Iteration 89Q: 3 clusters Score -1169121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1169122.500000 Penalty: 4572.477539
	Iteration 90Q: 3 clusters Score -1169122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1169123.250000 Penalty: 4572.477539
	Iteration 91Q: 3 clusters Score -1169123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1169123.250000 Penalty: 4572.477539
	Iteration 92F: 3 clusters Score -1169123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (95951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95951 members 
Entering Unmasked Estep 
Score: -11444669.000000 Penalty: 2844.955078
	Iteration 0F: 2 clusters Score -1.144467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -11380585.000000 Penalty: 5689.910156
	Iteration 0F: 3 clusters Score -1.138058e+07 nChanged 45397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -11407145.000000 Penalty: 5689.910156
	Iteration 1F: 3 clusters Score -1.140714e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -11408209.000000 Penalty: 5689.910156
	Iteration 2Q: 3 clusters Score -1.140821e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -11409605.000000 Penalty: 5689.910156
	Iteration 3Q: 3 clusters Score -1.14096e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -11411369.000000 Penalty: 5689.910156
	Iteration 4Q: 3 clusters Score -1.141137e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -11413839.000000 Penalty: 5689.910156
	Iteration 5F: 3 clusters Score -1.141384e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -11417456.000000 Penalty: 5689.910156
	Iteration 6F: 3 clusters Score -1.141746e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -11422717.000000 Penalty: 5689.910156
	Iteration 7F: 3 clusters Score -1.142272e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 77674 members 
Entering Unmasked Estep 
Score: -11428644.000000 Penalty: 5689.910156
	Iteration 8F: 3 clusters Score -1.142864e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 83956 members 
Entering Unmasked Estep 
Score: -11434145.000000 Penalty: 5689.910156
	Iteration 9F: 3 clusters Score -1.143414e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 88465 members 
Entering Unmasked Estep 
Score: -11437894.000000 Penalty: 5689.910156
	Iteration 10Q: 3 clusters Score -1.143789e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 91302 members 
Entering Unmasked Estep 
Score: -11440144.000000 Penalty: 5689.910156
	Iteration 11Q: 3 clusters Score -1.144014e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -11441358.000000 Penalty: 5689.910156
	Iteration 12Q: 3 clusters Score -1.144136e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 93891 members 
Entering Unmasked Estep 
Score: -11441962.000000 Penalty: 5689.910156
	Iteration 13Q: 3 clusters Score -1.144196e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 94368 members 
Entering Unmasked Estep 
Score: -11442301.000000 Penalty: 5689.910156
	Iteration 14Q: 3 clusters Score -1.14423e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -11442440.000000 Penalty: 5689.910156
	Iteration 15Q: 3 clusters Score -1.144244e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 94791 members 
Entering Unmasked Estep 
Score: -11442558.000000 Penalty: 5689.910156
	Iteration 16Q: 3 clusters Score -1.144256e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 94876 members 
Entering Unmasked Estep 
Score: -11442612.000000 Penalty: 5689.910156
	Iteration 17Q: 3 clusters Score -1.144261e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -11442631.000000 Penalty: 5689.910156
	Iteration 18Q: 3 clusters Score -1.144263e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -11442673.000000 Penalty: 5689.910156
	Iteration 19Q: 3 clusters Score -1.144267e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 95031 members 
Entering Unmasked Estep 
Score: -11442687.000000 Penalty: 5689.910156
	Iteration 20F: 3 clusters Score -1.144269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 95051 members 
Entering Unmasked Estep 
Score: -11442711.000000 Penalty: 5689.910156
	Iteration 21Q: 3 clusters Score -1.144271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 95068 members 
Entering Unmasked Estep 
Score: -11442725.000000 Penalty: 5689.910156
	Iteration 22Q: 3 clusters Score -1.144272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -11442728.000000 Penalty: 5689.910156
	Iteration 23Q: 3 clusters Score -1.144273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 95090 members 
Entering Unmasked Estep 
Score: -11442731.000000 Penalty: 5689.910156
	Iteration 24Q: 3 clusters Score -1.144273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 95101 members 
Entering Unmasked Estep 
Score: -11442725.000000 Penalty: 5689.910156
	Iteration 25Q: 3 clusters Score -1.144272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 95107 members 
Entering Unmasked Estep 
Score: -11442741.000000 Penalty: 5689.910156
	Iteration 26Q: 3 clusters Score -1.144274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -11442733.000000 Penalty: 5689.910156
	Iteration 27Q: 3 clusters Score -1.144273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 95111 members 
Entering Unmasked Estep 
Score: -11442733.000000 Penalty: 5689.910156
	Iteration 28Q: 3 clusters Score -1.144273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 95113 members 
Entering Unmasked Estep 
Score: -11442730.000000 Penalty: 5689.910156
	Iteration 29Q: 3 clusters Score -1.144273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -11442733.000000 Penalty: 5689.910156
	Iteration 30Q: 3 clusters Score -1.144273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 95118 members 
Entering Unmasked Estep 
Score: -11442730.000000 Penalty: 5689.910156
	Iteration 31Q: 3 clusters Score -1.144273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 95121 members 
Entering Unmasked Estep 
Score: -11442722.000000 Penalty: 5689.910156
	Iteration 32Q: 3 clusters Score -1.144272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -11442716.000000 Penalty: 5689.910156
	Iteration 33Q: 3 clusters Score -1.144272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 95124 members 
Entering Unmasked Estep 
Score: -11442726.000000 Penalty: 5689.910156
	Iteration 34Q: 3 clusters Score -1.144273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -11442725.000000 Penalty: 5689.910156
	Iteration 35Q: 3 clusters Score -1.144272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -11442725.000000 Penalty: 5689.910156
	Iteration 36F: 3 clusters Score -1.144272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Entering Unmasked Estep 
Score: -2094479.625000 Penalty: 2420.771484
	Iteration 0F: 2 clusters Score -2094480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2082137.875000 Penalty: 4841.542969
	Iteration 0F: 3 clusters Score -2082138 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2086099.375000 Penalty: 4841.542969
	Iteration 1F: 3 clusters Score -2086099 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2086484.625000 Penalty: 4841.542969
	Iteration 2F: 3 clusters Score -2086485 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2086828.375000 Penalty: 4841.542969
	Iteration 3Q: 3 clusters Score -2086828 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2087137.125000 Penalty: 4841.542969
	Iteration 4Q: 3 clusters Score -2087137 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2087452.875000 Penalty: 4841.542969
	Iteration 5Q: 3 clusters Score -2087453 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2087784.375000 Penalty: 4841.542969
	Iteration 6Q: 3 clusters Score -2087784 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2088130.750000 Penalty: 4841.542969
	Iteration 7Q: 3 clusters Score -2088131 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2088537.625000 Penalty: 4841.542969
	Iteration 8Q: 3 clusters Score -2088538 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2089049.000000 Penalty: 4841.542969
	Iteration 9Q: 3 clusters Score -2089049 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2089581.750000 Penalty: 4841.542969
	Iteration 10Q: 3 clusters Score -2089582 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2090200.250000 Penalty: 4841.542969
	Iteration 11F: 3 clusters Score -2090200 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2090781.625000 Penalty: 4841.542969
	Iteration 12F: 3 clusters Score -2090782 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2091140.125000 Penalty: 4841.542969
	Iteration 13Q: 3 clusters Score -2091140 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2091329.375000 Penalty: 4841.542969
	Iteration 14Q: 3 clusters Score -2091329 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2091445.250000 Penalty: 4841.542969
	Iteration 15Q: 3 clusters Score -2091445 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2091517.375000 Penalty: 4841.542969
	Iteration 16Q: 3 clusters Score -2091517 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2091564.250000 Penalty: 4841.542969
	Iteration 17Q: 3 clusters Score -2091564 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2091602.875000 Penalty: 4841.542969
	Iteration 18Q: 3 clusters Score -2091603 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2091636.250000 Penalty: 4841.542969
	Iteration 19Q: 3 clusters Score -2091636 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2091664.625000 Penalty: 4841.542969
	Iteration 20F: 3 clusters Score -2091665 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2091689.500000 Penalty: 4841.542969
	Iteration 21Q: 3 clusters Score -2091690 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2091709.875000 Penalty: 4841.542969
	Iteration 22Q: 3 clusters Score -2091710 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2091721.750000 Penalty: 4841.542969
	Iteration 23Q: 3 clusters Score -2091722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2091735.875000 Penalty: 4841.542969
	Iteration 24Q: 3 clusters Score -2091736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2091751.750000 Penalty: 4841.542969
	Iteration 25Q: 3 clusters Score -2091752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2091755.625000 Penalty: 4841.542969
	Iteration 26Q: 3 clusters Score -2091756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2091769.375000 Penalty: 4841.542969
	Iteration 27Q: 3 clusters Score -2091769 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2091770.625000 Penalty: 4841.542969
	Iteration 28Q: 3 clusters Score -2091771 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2091779.000000 Penalty: 4841.542969
	Iteration 29Q: 3 clusters Score -2091779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2091787.875000 Penalty: 4841.542969
	Iteration 30Q: 3 clusters Score -2091788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2091794.250000 Penalty: 4841.542969
	Iteration 31Q: 3 clusters Score -2091794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2091794.375000 Penalty: 4841.542969
	Iteration 32Q: 3 clusters Score -2091794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2091802.500000 Penalty: 4841.542969
	Iteration 33Q: 3 clusters Score -2091802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2091807.000000 Penalty: 4841.542969
	Iteration 34Q: 3 clusters Score -2091807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2091806.625000 Penalty: 4841.542969
	Iteration 35Q: 3 clusters Score -2091807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2091808.750000 Penalty: 4841.542969
	Iteration 36Q: 3 clusters Score -2091809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2091810.875000 Penalty: 4841.542969
	Iteration 37Q: 3 clusters Score -2091811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2091814.375000 Penalty: 4841.542969
	Iteration 38Q: 3 clusters Score -2091814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2091819.250000 Penalty: 4841.542969
	Iteration 39Q: 3 clusters Score -2091819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2091821.000000 Penalty: 4841.542969
	Iteration 40F: 3 clusters Score -2091821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2091824.500000 Penalty: 4841.542969
	Iteration 41Q: 3 clusters Score -2091824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2091822.875000 Penalty: 4841.542969
	Iteration 42Q: 3 clusters Score -2091823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2091820.375000 Penalty: 4841.542969
	Iteration 43Q: 3 clusters Score -2091820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2091831.250000 Penalty: 4841.542969
	Iteration 44Q: 3 clusters Score -2091831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2091834.500000 Penalty: 4841.542969
	Iteration 45Q: 3 clusters Score -2091834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2091840.375000 Penalty: 4841.542969
	Iteration 46Q: 3 clusters Score -2091840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2091840.500000 Penalty: 4841.542969
	Iteration 47Q: 3 clusters Score -2091840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2091838.000000 Penalty: 4841.542969
	Iteration 48Q: 3 clusters Score -2091838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2091841.500000 Penalty: 4841.542969
	Iteration 49Q: 3 clusters Score -2091842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2091843.875000 Penalty: 4841.542969
	Iteration 50Q: 3 clusters Score -2091844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2091847.000000 Penalty: 4841.542969
	Iteration 51Q: 3 clusters Score -2091847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2091850.875000 Penalty: 4841.542969
	Iteration 52Q: 3 clusters Score -2091851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2091851.750000 Penalty: 4841.542969
	Iteration 53Q: 3 clusters Score -2091852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2091853.625000 Penalty: 4841.542969
	Iteration 54Q: 3 clusters Score -2091854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2091853.375000 Penalty: 4841.542969
	Iteration 55Q: 3 clusters Score -2091853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2091854.000000 Penalty: 4841.542969
	Iteration 56Q: 3 clusters Score -2091854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2091852.500000 Penalty: 4841.542969
	Iteration 57Q: 3 clusters Score -2091852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2091854.875000 Penalty: 4841.542969
	Iteration 58Q: 3 clusters Score -2091855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2091855.125000 Penalty: 4841.542969
	Iteration 59Q: 3 clusters Score -2091855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2091865.750000 Penalty: 4841.542969
	Iteration 60F: 3 clusters Score -2091866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2091867.000000 Penalty: 4841.542969
	Iteration 61Q: 3 clusters Score -2091867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2091870.000000 Penalty: 4841.542969
	Iteration 62Q: 3 clusters Score -2091870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2091872.625000 Penalty: 4841.542969
	Iteration 63Q: 3 clusters Score -2091873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2091876.625000 Penalty: 4841.542969
	Iteration 64Q: 3 clusters Score -2091877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2091876.000000 Penalty: 4841.542969
	Iteration 65Q: 3 clusters Score -2091876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2091880.250000 Penalty: 4841.542969
	Iteration 66Q: 3 clusters Score -2091880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2091888.750000 Penalty: 4841.542969
	Iteration 67Q: 3 clusters Score -2091889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2091892.875000 Penalty: 4841.542969
	Iteration 68Q: 3 clusters Score -2091893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2091892.750000 Penalty: 4841.542969
	Iteration 69Q: 3 clusters Score -2091893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2091895.500000 Penalty: 4841.542969
	Iteration 70Q: 3 clusters Score -2091896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2091897.500000 Penalty: 4841.542969
	Iteration 71Q: 3 clusters Score -2091898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2091899.500000 Penalty: 4841.542969
	Iteration 72Q: 3 clusters Score -2091900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2091903.625000 Penalty: 4841.542969
	Iteration 73Q: 3 clusters Score -2091904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2091905.750000 Penalty: 4841.542969
	Iteration 74Q: 3 clusters Score -2091906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2091908.125000 Penalty: 4841.542969
	Iteration 75Q: 3 clusters Score -2091908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2091913.500000 Penalty: 4841.542969
	Iteration 76Q: 3 clusters Score -2091914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2091918.375000 Penalty: 4841.542969
	Iteration 77Q: 3 clusters Score -2091918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2091921.125000 Penalty: 4841.542969
	Iteration 78Q: 3 clusters Score -2091921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2091922.250000 Penalty: 4841.542969
	Iteration 79Q: 3 clusters Score -2091922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2091923.000000 Penalty: 4841.542969
	Iteration 80F: 3 clusters Score -2091923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2091928.000000 Penalty: 4841.542969
	Iteration 81Q: 3 clusters Score -2091928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2091925.750000 Penalty: 4841.542969
	Iteration 82Q: 3 clusters Score -2091926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2091935.625000 Penalty: 4841.542969
	Iteration 83Q: 3 clusters Score -2091936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2091945 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2091949 nChanged 27
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Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2091953 nChanged 33
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Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2091954 nChanged 33
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Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2091957 nChanged 30
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Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 5032 members 
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Score: -2091960.125000 Penalty: 4841.542969
	Iteration 89Q: 3 clusters Score -2091960 nChanged 28
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Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2091964 nChanged 30
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Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2091966 nChanged 38
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Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 4940 members 
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	Iteration 92Q: 3 clusters Score -2091971 nChanged 44
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Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 4837 members 
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Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2092012 nChanged 49
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Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2092012 nChanged 48
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12710 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12760 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2092048 nChanged 45
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Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2092060 nChanged 54
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Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2092071 nChanged 59
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Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2092083 nChanged 50
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Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2092120 nChanged 44
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Mstep: Class 1 contains 13143 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2092126 nChanged 49
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Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2092134 nChanged 39
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Mstep: Class 1 contains 13229 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2092138 nChanged 30
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Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2092143 nChanged 28
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Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2092144 nChanged 24
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Mstep: Class 1 contains 13309 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2092145 nChanged 19
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Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2092147 nChanged 20
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Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2092157 nChanged 17
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2092159 nChanged 14
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Mstep: Class 1 contains 13379 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2092158 nChanged 12
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2092166 nChanged 14
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Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2092164 nChanged 14
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Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2092166 nChanged 18
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Mstep: Class 1 contains 13435 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2092166 nChanged 24
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Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2092173 nChanged 17
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Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 3871 members 
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	Iteration 122Q: 3 clusters Score -2092176 nChanged 13
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Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2092177 nChanged 7
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Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 3851 members 
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	Iteration 124Q: 3 clusters Score -2092179 nChanged 7
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Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 3844 members 
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	Iteration 125Q: 3 clusters Score -2092181 nChanged 4
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Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 3842 members 
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	Iteration 126Q: 3 clusters Score -2092182 nChanged 2
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Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 3840 members 
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	Iteration 127Q: 3 clusters Score -2092182 nChanged 1
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Mstep: Class 1 contains 13508 members 
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	Iteration 128Q: 3 clusters Score -2092181 nChanged 1
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Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2092182 nChanged 3
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Mstep: Class 1 contains 13512 members 
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	Iteration 130Q: 3 clusters Score -2092186 nChanged 6
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Mstep: Class 1 contains 13518 members 
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	Iteration 131Q: 3 clusters Score -2092188 nChanged 11
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Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3818 members 
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	Iteration 132Q: 3 clusters Score -2092186 nChanged 8
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Mstep: Class 1 contains 13537 members 
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	Iteration 133Q: 3 clusters Score -2092183 nChanged 8
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Mstep: Class 1 contains 13545 members 
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	Iteration 134Q: 3 clusters Score -2092187 nChanged 6
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Mstep: Class 1 contains 13551 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2092187 nChanged 11
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Mstep: Class 1 contains 13562 members 
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	Iteration 136Q: 3 clusters Score -2092187 nChanged 9
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Mstep: Class 1 contains 13571 members 
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	Iteration 137Q: 3 clusters Score -2092186 nChanged 10
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Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 3766 members 
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	Iteration 138Q: 3 clusters Score -2092185 nChanged 13
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Mstep: Class 1 contains 13594 members 
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Score: -2092191.875000 Penalty: 4841.542969
	Iteration 139Q: 3 clusters Score -2092192 nChanged 10
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Mstep: Class 1 contains 13604 members 
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	Iteration 140F: 3 clusters Score -2092191 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13609 members 
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	Iteration 141Q: 3 clusters Score -2092189 nChanged 5
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Mstep: Class 1 contains 13614 members 
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	Iteration 142Q: 3 clusters Score -2092188 nChanged 5
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Mstep: Class 1 contains 13619 members 
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	Iteration 143Q: 3 clusters Score -2092188 nChanged 5
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Mstep: Class 1 contains 13624 members 
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	Iteration 144Q: 3 clusters Score -2092190 nChanged 3
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Mstep: Class 1 contains 13627 members 
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	Iteration 145Q: 3 clusters Score -2092195 nChanged 3
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	Iteration 146Q: 3 clusters Score -2092193 nChanged 3
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	Iteration 147Q: 3 clusters Score -2092192 nChanged 4
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	Iteration 148Q: 3 clusters Score -2092194 nChanged 5
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	Iteration 149Q: 3 clusters Score -2092195 nChanged 8
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	Iteration 150Q: 3 clusters Score -2092197 nChanged 10
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Mstep: Class 1 contains 13658 members 
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	Iteration 151Q: 3 clusters Score -2092199 nChanged 20
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	Iteration 152Q: 3 clusters Score -2092198 nChanged 18
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Mstep: Class 1 contains 13694 members 
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	Iteration 153Q: 3 clusters Score -2092203 nChanged 21
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	Iteration 154Q: 3 clusters Score -2092208 nChanged 19
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	Iteration 155Q: 3 clusters Score -2092210 nChanged 15
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Mstep: Class 1 contains 13749 members 
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	Iteration 156Q: 3 clusters Score -2092209 nChanged 18
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	Iteration 157Q: 3 clusters Score -2092212 nChanged 18
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	Iteration 158Q: 3 clusters Score -2092214 nChanged 19
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	Iteration 159Q: 3 clusters Score -2092218 nChanged 13
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	Iteration 160F: 3 clusters Score -2092228 nChanged 13
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	Iteration 161Q: 3 clusters Score -2092226 nChanged 15
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	Iteration 162Q: 3 clusters Score -2092226 nChanged 16
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	Iteration 163Q: 3 clusters Score -2092230 nChanged 16
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	Iteration 164Q: 3 clusters Score -2092227 nChanged 13
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	Iteration 165Q: 3 clusters Score -2092232 nChanged 7
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	Iteration 166Q: 3 clusters Score -2092232 nChanged 10
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	Iteration 167Q: 3 clusters Score -2092233 nChanged 8
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	Iteration 168Q: 3 clusters Score -2092230 nChanged 6
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	Iteration 169Q: 3 clusters Score -2092236 nChanged 7
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	Iteration 170Q: 3 clusters Score -2092237 nChanged 4
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	Iteration 171Q: 3 clusters Score -2092240 nChanged 4
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	Iteration 172Q: 3 clusters Score -2092241 nChanged 4
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	Iteration 173Q: 3 clusters Score -2092237 nChanged 8
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	Iteration 174Q: 3 clusters Score -2092240 nChanged 10
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	Iteration 175Q: 3 clusters Score -2092242 nChanged 10
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	Iteration 176Q: 3 clusters Score -2092243 nChanged 8
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Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2092246.750000 Penalty: 4841.542969
	Iteration 177Q: 3 clusters Score -2092247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2092243.250000 Penalty: 4841.542969
	Iteration 178Q: 3 clusters Score -2092243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2092248.750000 Penalty: 4841.542969
	Iteration 179Q: 3 clusters Score -2092249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2092247.500000 Penalty: 4841.542969
	Iteration 180F: 3 clusters Score -2092248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2092249.625000 Penalty: 4841.542969
	Iteration 181Q: 3 clusters Score -2092250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2092249.875000 Penalty: 4841.542969
	Iteration 182Q: 3 clusters Score -2092250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2092256.625000 Penalty: 4841.542969
	Iteration 183Q: 3 clusters Score -2092257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2092259.000000 Penalty: 4841.542969
	Iteration 184Q: 3 clusters Score -2092259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2092262.000000 Penalty: 4841.542969
	Iteration 185Q: 3 clusters Score -2092262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2092262.250000 Penalty: 4841.542969
	Iteration 186Q: 3 clusters Score -2092262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2092262.500000 Penalty: 4841.542969
	Iteration 187Q: 3 clusters Score -2092262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2092262.875000 Penalty: 4841.542969
	Iteration 188Q: 3 clusters Score -2092263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2092264.375000 Penalty: 4841.542969
	Iteration 189Q: 3 clusters Score -2092264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2092265.250000 Penalty: 4841.542969
	Iteration 190Q: 3 clusters Score -2092265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2092264.750000 Penalty: 4841.542969
	Iteration 191Q: 3 clusters Score -2092265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2092268.000000 Penalty: 4841.542969
	Iteration 192Q: 3 clusters Score -2092268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2092263.375000 Penalty: 4841.542969
	Iteration 193Q: 3 clusters Score -2092263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2092268.000000 Penalty: 4841.542969
	Iteration 194Q: 3 clusters Score -2092268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2092269.750000 Penalty: 4841.542969
	Iteration 195Q: 3 clusters Score -2092270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2092274.250000 Penalty: 4841.542969
	Iteration 196Q: 3 clusters Score -2092274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2092274.375000 Penalty: 4841.542969
	Iteration 197Q: 3 clusters Score -2092274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2092278.125000 Penalty: 4841.542969
	Iteration 198Q: 3 clusters Score -2092278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2092276.125000 Penalty: 4841.542969
	Iteration 199Q: 3 clusters Score -2092276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2092277.250000 Penalty: 4841.542969
	Iteration 200F: 3 clusters Score -2092277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2092281.625000 Penalty: 4841.542969
	Iteration 201Q: 3 clusters Score -2092282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2092282.125000 Penalty: 4841.542969
	Iteration 202Q: 3 clusters Score -2092282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2092280.000000 Penalty: 4841.542969
	Iteration 203Q: 3 clusters Score -2092280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2092283.500000 Penalty: 4841.542969
	Iteration 204Q: 3 clusters Score -2092284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2092282.250000 Penalty: 4841.542969
	Iteration 205Q: 3 clusters Score -2092282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2092285.750000 Penalty: 4841.542969
	Iteration 206Q: 3 clusters Score -2092286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2092287.375000 Penalty: 4841.542969
	Iteration 207Q: 3 clusters Score -2092287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2092292.375000 Penalty: 4841.542969
	Iteration 208Q: 3 clusters Score -2092292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2092289.250000 Penalty: 4841.542969
	Iteration 209Q: 3 clusters Score -2092289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2092293.125000 Penalty: 4841.542969
	Iteration 210Q: 3 clusters Score -2092293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2092294.750000 Penalty: 4841.542969
	Iteration 211Q: 3 clusters Score -2092295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2092300.125000 Penalty: 4841.542969
	Iteration 212Q: 3 clusters Score -2092300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2092297.125000 Penalty: 4841.542969
	Iteration 213Q: 3 clusters Score -2092297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2092296.250000 Penalty: 4841.542969
	Iteration 214Q: 3 clusters Score -2092296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2092299.875000 Penalty: 4841.542969
	Iteration 215Q: 3 clusters Score -2092300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2092301.750000 Penalty: 4841.542969
	Iteration 216Q: 3 clusters Score -2092302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2092303.625000 Penalty: 4841.542969
	Iteration 217Q: 3 clusters Score -2092304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2092303.500000 Penalty: 4841.542969
	Iteration 218Q: 3 clusters Score -2092304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2092303.875000 Penalty: 4841.542969
	Iteration 219Q: 3 clusters Score -2092304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2092307.625000 Penalty: 4841.542969
	Iteration 220F: 3 clusters Score -2092308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2092304.875000 Penalty: 4841.542969
	Iteration 221Q: 3 clusters Score -2092305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2092307.750000 Penalty: 4841.542969
	Iteration 222Q: 3 clusters Score -2092308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2092308.500000 Penalty: 4841.542969
	Iteration 223Q: 3 clusters Score -2092308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2092311.625000 Penalty: 4841.542969
	Iteration 224Q: 3 clusters Score -2092312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2092312.500000 Penalty: 4841.542969
	Iteration 225Q: 3 clusters Score -2092312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2092316.750000 Penalty: 4841.542969
	Iteration 226Q: 3 clusters Score -2092317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2092314.625000 Penalty: 4841.542969
	Iteration 227Q: 3 clusters Score -2092315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2092313.875000 Penalty: 4841.542969
	Iteration 228Q: 3 clusters Score -2092314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2092317.250000 Penalty: 4841.542969
	Iteration 229Q: 3 clusters Score -2092317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2092325.250000 Penalty: 4841.542969
	Iteration 230Q: 3 clusters Score -2092325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2092324.500000 Penalty: 4841.542969
	Iteration 231Q: 3 clusters Score -2092324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2092326.750000 Penalty: 4841.542969
	Iteration 232Q: 3 clusters Score -2092327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2092329.250000 Penalty: 4841.542969
	Iteration 233Q: 3 clusters Score -2092329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2092328.125000 Penalty: 4841.542969
	Iteration 234Q: 3 clusters Score -2092328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2092328.750000 Penalty: 4841.542969
	Iteration 235Q: 3 clusters Score -2092329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2092331.000000 Penalty: 4841.542969
	Iteration 236Q: 3 clusters Score -2092331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2092335.000000 Penalty: 4841.542969
	Iteration 237Q: 3 clusters Score -2092335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2092333.125000 Penalty: 4841.542969
	Iteration 238Q: 3 clusters Score -2092333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2092333.000000 Penalty: 4841.542969
	Iteration 239Q: 3 clusters Score -2092333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2092334.125000 Penalty: 4841.542969
	Iteration 240F: 3 clusters Score -2092334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2092334.500000 Penalty: 4841.542969
	Iteration 241Q: 3 clusters Score -2092334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2092335.875000 Penalty: 4841.542969
	Iteration 242Q: 3 clusters Score -2092336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2092335.500000 Penalty: 4841.542969
	Iteration 243Q: 3 clusters Score -2092336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2092335.875000 Penalty: 4841.542969
	Iteration 244Q: 3 clusters Score -2092336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2092335.500000 Penalty: 4841.542969
	Iteration 245Q: 3 clusters Score -2092336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2092342.625000 Penalty: 4841.542969
	Iteration 246Q: 3 clusters Score -2092343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2092342.000000 Penalty: 4841.542969
	Iteration 247Q: 3 clusters Score -2092342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2092349.625000 Penalty: 4841.542969
	Iteration 248Q: 3 clusters Score -2092350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2092345.625000 Penalty: 4841.542969
	Iteration 249Q: 3 clusters Score -2092346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2092349.125000 Penalty: 4841.542969
	Iteration 250Q: 3 clusters Score -2092349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2092352.875000 Penalty: 4841.542969
	Iteration 251Q: 3 clusters Score -2092353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2092356.875000 Penalty: 4841.542969
	Iteration 252Q: 3 clusters Score -2092357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2092360.625000 Penalty: 4841.542969
	Iteration 253Q: 3 clusters Score -2092361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2092366.500000 Penalty: 4841.542969
	Iteration 254Q: 3 clusters Score -2092366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2092375.500000 Penalty: 4841.542969
	Iteration 255Q: 3 clusters Score -2092376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2092375.500000 Penalty: 4841.542969
	Iteration 256Q: 3 clusters Score -2092376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2092383.250000 Penalty: 4841.542969
	Iteration 257Q: 3 clusters Score -2092383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2092387.875000 Penalty: 4841.542969
	Iteration 258Q: 3 clusters Score -2092388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2092389.625000 Penalty: 4841.542969
	Iteration 259Q: 3 clusters Score -2092390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2092399.000000 Penalty: 4841.542969
	Iteration 260F: 3 clusters Score -2092399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2092399.250000 Penalty: 4841.542969
	Iteration 261Q: 3 clusters Score -2092399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2092404.750000 Penalty: 4841.542969
	Iteration 262Q: 3 clusters Score -2092405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2092407.125000 Penalty: 4841.542969
	Iteration 263Q: 3 clusters Score -2092407 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14926 members 
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Entering Unmasked Estep 
Score: -2092409.375000 Penalty: 4841.542969
	Iteration 264Q: 3 clusters Score -2092409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2092410.375000 Penalty: 4841.542969
	Iteration 265Q: 3 clusters Score -2092410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2092412.875000 Penalty: 4841.542969
	Iteration 266Q: 3 clusters Score -2092413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2092414.125000 Penalty: 4841.542969
	Iteration 267Q: 3 clusters Score -2092414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2092417.500000 Penalty: 4841.542969
	Iteration 268Q: 3 clusters Score -2092418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2092417.125000 Penalty: 4841.542969
	Iteration 269Q: 3 clusters Score -2092417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2092418.625000 Penalty: 4841.542969
	Iteration 270Q: 3 clusters Score -2092419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2092418.125000 Penalty: 4841.542969
	Iteration 271Q: 3 clusters Score -2092418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2092420.375000 Penalty: 4841.542969
	Iteration 272Q: 3 clusters Score -2092420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2092419.125000 Penalty: 4841.542969
	Iteration 273Q: 3 clusters Score -2092419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2092418.750000 Penalty: 4841.542969
	Iteration 274Q: 3 clusters Score -2092419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2092420.375000 Penalty: 4841.542969
	Iteration 275Q: 3 clusters Score -2092420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2092420.375000 Penalty: 4841.542969
	Iteration 276F: 3 clusters Score -2092420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Entering Unmasked Estep 
Score: -1212732.875000 Penalty: 2294.105713
	Iteration 0F: 2 clusters Score -1212733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1204824.125000 Penalty: 4588.211426
	Iteration 0F: 3 clusters Score -1204824 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1207226.750000 Penalty: 4588.211426
	Iteration 1F: 3 clusters Score -1207227 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1207651.875000 Penalty: 4588.211426
	Iteration 2F: 3 clusters Score -1207652 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1208037.250000 Penalty: 4588.211426
	Iteration 3F: 3 clusters Score -1208037 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1208450.875000 Penalty: 4588.211426
	Iteration 4F: 3 clusters Score -1208451 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1208950.625000 Penalty: 4588.211426
	Iteration 5F: 3 clusters Score -1208951 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1209556.250000 Penalty: 4588.211426
	Iteration 6F: 3 clusters Score -1209556 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1210119.000000 Penalty: 4588.211426
	Iteration 7F: 3 clusters Score -1210119 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1210559.750000 Penalty: 4588.211426
	Iteration 8F: 3 clusters Score -1210560 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1210907.250000 Penalty: 4588.211426
	Iteration 9Q: 3 clusters Score -1210907 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1211145.750000 Penalty: 4588.211426
	Iteration 10Q: 3 clusters Score -1211146 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1211291.500000 Penalty: 4588.211426
	Iteration 11Q: 3 clusters Score -1211292 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1211369.250000 Penalty: 4588.211426
	Iteration 12Q: 3 clusters Score -1211369 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1211409.250000 Penalty: 4588.211426
	Iteration 13Q: 3 clusters Score -1211409 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1211450.000000 Penalty: 4588.211426
	Iteration 14Q: 3 clusters Score -1211450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1211471.500000 Penalty: 4588.211426
	Iteration 15Q: 3 clusters Score -1211472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1211486.875000 Penalty: 4588.211426
	Iteration 16Q: 3 clusters Score -1211487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1211494.750000 Penalty: 4588.211426
	Iteration 17Q: 3 clusters Score -1211495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1211505.875000 Penalty: 4588.211426
	Iteration 18Q: 3 clusters Score -1211506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1211517.500000 Penalty: 4588.211426
	Iteration 19Q: 3 clusters Score -1211518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1211530.000000 Penalty: 4588.211426
	Iteration 20F: 3 clusters Score -1211530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1211535.750000 Penalty: 4588.211426
	Iteration 21Q: 3 clusters Score -1211536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1211539.250000 Penalty: 4588.211426
	Iteration 22Q: 3 clusters Score -1211539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1211546.625000 Penalty: 4588.211426
	Iteration 23Q: 3 clusters Score -1211547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1211553.125000 Penalty: 4588.211426
	Iteration 24Q: 3 clusters Score -1211553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1211561.000000 Penalty: 4588.211426
	Iteration 25Q: 3 clusters Score -1211561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1211569.625000 Penalty: 4588.211426
	Iteration 26Q: 3 clusters Score -1211570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1211576.750000 Penalty: 4588.211426
	Iteration 27Q: 3 clusters Score -1211577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1211582.000000 Penalty: 4588.211426
	Iteration 28Q: 3 clusters Score -1211582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1211583.000000 Penalty: 4588.211426
	Iteration 29Q: 3 clusters Score -1211583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1211586.000000 Penalty: 4588.211426
	Iteration 30Q: 3 clusters Score -1211586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1211592.000000 Penalty: 4588.211426
	Iteration 31Q: 3 clusters Score -1211592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1211596.000000 Penalty: 4588.211426
	Iteration 32Q: 3 clusters Score -1211596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1211598.500000 Penalty: 4588.211426
	Iteration 33Q: 3 clusters Score -1211598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1211602.750000 Penalty: 4588.211426
	Iteration 34Q: 3 clusters Score -1211603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1211603.125000 Penalty: 4588.211426
	Iteration 35Q: 3 clusters Score -1211603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1211608.125000 Penalty: 4588.211426
	Iteration 36Q: 3 clusters Score -1211608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1211606.750000 Penalty: 4588.211426
	Iteration 37Q: 3 clusters Score -1211607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1211606.000000 Penalty: 4588.211426
	Iteration 38Q: 3 clusters Score -1211606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1211608.250000 Penalty: 4588.211426
	Iteration 39Q: 3 clusters Score -1211608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1211608.500000 Penalty: 4588.211426
	Iteration 40F: 3 clusters Score -1211608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Entering Unmasked Estep 
Score: -1974806.000000 Penalty: 2408.176270
	Iteration 0F: 2 clusters Score -1974806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1962974.750000 Penalty: 4816.352539
	Iteration 0F: 3 clusters Score -1962975 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1966658.625000 Penalty: 4816.352539
	Iteration 1F: 3 clusters Score -1966659 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1967130.625000 Penalty: 4816.352539
	Iteration 2F: 3 clusters Score -1967131 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1967711.750000 Penalty: 4816.352539
	Iteration 3F: 3 clusters Score -1967712 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1968355.375000 Penalty: 4816.352539
	Iteration 4F: 3 clusters Score -1968355 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1969108.000000 Penalty: 4816.352539
	Iteration 5F: 3 clusters Score -1969108 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1969966.125000 Penalty: 4816.352539
	Iteration 6F: 3 clusters Score -1969966 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1970785.000000 Penalty: 4816.352539
	Iteration 7F: 3 clusters Score -1970785 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1971461.875000 Penalty: 4816.352539
	Iteration 8F: 3 clusters Score -1971462 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1971924.625000 Penalty: 4816.352539
	Iteration 9Q: 3 clusters Score -1971925 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1972236.250000 Penalty: 4816.352539
	Iteration 10Q: 3 clusters Score -1972236 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1972391.500000 Penalty: 4816.352539
	Iteration 11Q: 3 clusters Score -1972392 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1972483.125000 Penalty: 4816.352539
	Iteration 12Q: 3 clusters Score -1972483 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1972536.750000 Penalty: 4816.352539
	Iteration 13Q: 3 clusters Score -1972537 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1972573.500000 Penalty: 4816.352539
	Iteration 14Q: 3 clusters Score -1972574 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1972600.250000 Penalty: 4816.352539
	Iteration 15Q: 3 clusters Score -1972600 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1972622.750000 Penalty: 4816.352539
	Iteration 16Q: 3 clusters Score -1972623 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1972642.000000 Penalty: 4816.352539
	Iteration 17Q: 3 clusters Score -1972642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1972655.875000 Penalty: 4816.352539
	Iteration 18Q: 3 clusters Score -1972656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1972676.125000 Penalty: 4816.352539
	Iteration 19Q: 3 clusters Score -1972676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1972686.125000 Penalty: 4816.352539
	Iteration 20F: 3 clusters Score -1972686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1972695.375000 Penalty: 4816.352539
	Iteration 21Q: 3 clusters Score -1972695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1972707.125000 Penalty: 4816.352539
	Iteration 22Q: 3 clusters Score -1972707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1972712.875000 Penalty: 4816.352539
	Iteration 23Q: 3 clusters Score -1972713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1972717.875000 Penalty: 4816.352539
	Iteration 24Q: 3 clusters Score -1972718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1972718.750000 Penalty: 4816.352539
	Iteration 25Q: 3 clusters Score -1972719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1972721.250000 Penalty: 4816.352539
	Iteration 26Q: 3 clusters Score -1972721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1972724.125000 Penalty: 4816.352539
	Iteration 27Q: 3 clusters Score -1972724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1972726.750000 Penalty: 4816.352539
	Iteration 28Q: 3 clusters Score -1972727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1972733.000000 Penalty: 4816.352539
	Iteration 29Q: 3 clusters Score -1972733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1972737.625000 Penalty: 4816.352539
	Iteration 30Q: 3 clusters Score -1972738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1972737.000000 Penalty: 4816.352539
	Iteration 31Q: 3 clusters Score -1972737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1972736.625000 Penalty: 4816.352539
	Iteration 32Q: 3 clusters Score -1972737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1972739.000000 Penalty: 4816.352539
	Iteration 33Q: 3 clusters Score -1972739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1972739.000000 Penalty: 4816.352539
	Iteration 34F: 3 clusters Score -1972739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -395534.406250 Penalty: 2017.783936
	Iteration 0F: 2 clusters Score -395534.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -392008.031250 Penalty: 4035.567871
	Iteration 0F: 3 clusters Score -392008 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -392802.281250 Penalty: 4035.567871
	Iteration 1F: 3 clusters Score -392802.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -392956.687500 Penalty: 4035.567871
	Iteration 2F: 3 clusters Score -392956.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -393041.843750 Penalty: 4035.567871
	Iteration 3Q: 3 clusters Score -393041.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -393099.250000 Penalty: 4035.567871
	Iteration 4Q: 3 clusters Score -393099.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -393125.843750 Penalty: 4035.567871
	Iteration 5Q: 3 clusters Score -393125.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -393144.375000 Penalty: 4035.567871
	Iteration 6Q: 3 clusters Score -393144.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -393159.437500 Penalty: 4035.567871
	Iteration 7Q: 3 clusters Score -393159.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -393167.687500 Penalty: 4035.567871
	Iteration 8Q: 3 clusters Score -393167.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -393176.500000 Penalty: 4035.567871
	Iteration 9Q: 3 clusters Score -393176.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -393186.468750 Penalty: 4035.567871
	Iteration 10Q: 3 clusters Score -393186.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -393196.937500 Penalty: 4035.567871
	Iteration 11Q: 3 clusters Score -393196.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -393204.593750 Penalty: 4035.567871
	Iteration 12Q: 3 clusters Score -393204.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -393211.437500 Penalty: 4035.567871
	Iteration 13Q: 3 clusters Score -393211.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -393218.375000 Penalty: 4035.567871
	Iteration 14Q: 3 clusters Score -393218.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -393222.750000 Penalty: 4035.567871
	Iteration 15Q: 3 clusters Score -393222.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -393229.343750 Penalty: 4035.567871
	Iteration 16Q: 3 clusters Score -393229.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -393235.093750 Penalty: 4035.567871
	Iteration 17Q: 3 clusters Score -393235.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -393242.750000 Penalty: 4035.567871
	Iteration 18Q: 3 clusters Score -393242.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -393255.187500 Penalty: 4035.567871
	Iteration 19Q: 3 clusters Score -393255.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -393269.656250 Penalty: 4035.567871
	Iteration 20F: 3 clusters Score -393269.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -393279.656250 Penalty: 4035.567871
	Iteration 21Q: 3 clusters Score -393279.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -393285.312500 Penalty: 4035.567871
	Iteration 22Q: 3 clusters Score -393285.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -393290.468750 Penalty: 4035.567871
	Iteration 23Q: 3 clusters Score -393290.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -393294.500000 Penalty: 4035.567871
	Iteration 24Q: 3 clusters Score -393294.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -393299.125000 Penalty: 4035.567871
	Iteration 25Q: 3 clusters Score -393299.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -393302.125000 Penalty: 4035.567871
	Iteration 26Q: 3 clusters Score -393302.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -393306.625000 Penalty: 4035.567871
	Iteration 27Q: 3 clusters Score -393306.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -393312.656250 Penalty: 4035.567871
	Iteration 28Q: 3 clusters Score -393312.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -393318.031250 Penalty: 4035.567871
	Iteration 29Q: 3 clusters Score -393318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -393321.156250 Penalty: 4035.567871
	Iteration 30Q: 3 clusters Score -393321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -393324.125000 Penalty: 4035.567871
	Iteration 31Q: 3 clusters Score -393324.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -393327.062500 Penalty: 4035.567871
	Iteration 32Q: 3 clusters Score -393327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -393329.062500 Penalty: 4035.567871
	Iteration 33Q: 3 clusters Score -393329.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -393331.593750 Penalty: 4035.567871
	Iteration 34Q: 3 clusters Score -393331.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -393334.468750 Penalty: 4035.567871
	Iteration 35Q: 3 clusters Score -393334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -393336.625000 Penalty: 4035.567871
	Iteration 36Q: 3 clusters Score -393336.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -393339.843750 Penalty: 4035.567871
	Iteration 37Q: 3 clusters Score -393339.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -393342.156250 Penalty: 4035.567871
	Iteration 38Q: 3 clusters Score -393342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -393343.843750 Penalty: 4035.567871
	Iteration 39Q: 3 clusters Score -393343.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -393345.593750 Penalty: 4035.567871
	Iteration 40F: 3 clusters Score -393345.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -393346.937500 Penalty: 4035.567871
	Iteration 41Q: 3 clusters Score -393346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -393347.031250 Penalty: 4035.567871
	Iteration 42Q: 3 clusters Score -393347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -393348.218750 Penalty: 4035.567871
	Iteration 43Q: 3 clusters Score -393348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -393348.031250 Penalty: 4035.567871
	Iteration 44Q: 3 clusters Score -393348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -393348.031250 Penalty: 4035.567871
	Iteration 45F: 3 clusters Score -393348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Entering Unmasked Estep 
Score: -1527596.750000 Penalty: 2349.040039
	Iteration 0F: 2 clusters Score -1527597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1518082.375000 Penalty: 4698.080078
	Iteration 0F: 3 clusters Score -1518082 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1521019.250000 Penalty: 4698.080078
	Iteration 1F: 3 clusters Score -1521019 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1521356.000000 Penalty: 4698.080078
	Iteration 2F: 3 clusters Score -1521356 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1521626.375000 Penalty: 4698.080078
	Iteration 3Q: 3 clusters Score -1521626 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1521813.750000 Penalty: 4698.080078
	Iteration 4Q: 3 clusters Score -1521814 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1521993.500000 Penalty: 4698.080078
	Iteration 5Q: 3 clusters Score -1521994 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1522169.750000 Penalty: 4698.080078
	Iteration 6Q: 3 clusters Score -1522170 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1522353.625000 Penalty: 4698.080078
	Iteration 7Q: 3 clusters Score -1522354 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1522537.000000 Penalty: 4698.080078
	Iteration 8Q: 3 clusters Score -1522537 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1522761.125000 Penalty: 4698.080078
	Iteration 9Q: 3 clusters Score -1522761 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1522995.625000 Penalty: 4698.080078
	Iteration 10Q: 3 clusters Score -1522996 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1523301.500000 Penalty: 4698.080078
	Iteration 11Q: 3 clusters Score -1523302 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1523645.000000 Penalty: 4698.080078
	Iteration 12Q: 3 clusters Score -1523645 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1524003.375000 Penalty: 4698.080078
	Iteration 13Q: 3 clusters Score -1524003 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1524328.000000 Penalty: 4698.080078
	Iteration 14Q: 3 clusters Score -1524328 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1524607.125000 Penalty: 4698.080078
	Iteration 15Q: 3 clusters Score -1524607 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1524810.875000 Penalty: 4698.080078
	Iteration 16Q: 3 clusters Score -1524811 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1524992.625000 Penalty: 4698.080078
	Iteration 17Q: 3 clusters Score -1524993 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1525126.625000 Penalty: 4698.080078
	Iteration 18Q: 3 clusters Score -1525127 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1525216.875000 Penalty: 4698.080078
	Iteration 19Q: 3 clusters Score -1525217 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1525276.500000 Penalty: 4698.080078
	Iteration 20F: 3 clusters Score -1525276 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1525337.375000 Penalty: 4698.080078
	Iteration 21Q: 3 clusters Score -1525337 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1525372.750000 Penalty: 4698.080078
	Iteration 22Q: 3 clusters Score -1525373 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1525407.500000 Penalty: 4698.080078
	Iteration 23Q: 3 clusters Score -1525408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1525443.875000 Penalty: 4698.080078
	Iteration 24Q: 3 clusters Score -1525444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1525474.875000 Penalty: 4698.080078
	Iteration 25Q: 3 clusters Score -1525475 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1525513.250000 Penalty: 4698.080078
	Iteration 26Q: 3 clusters Score -1525513 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1525537.750000 Penalty: 4698.080078
	Iteration 27Q: 3 clusters Score -1525538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1525555.500000 Penalty: 4698.080078
	Iteration 28Q: 3 clusters Score -1525556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1525578.875000 Penalty: 4698.080078
	Iteration 29Q: 3 clusters Score -1525579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1525596.750000 Penalty: 4698.080078
	Iteration 30Q: 3 clusters Score -1525597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1525619.500000 Penalty: 4698.080078
	Iteration 31Q: 3 clusters Score -1525620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1525630.625000 Penalty: 4698.080078
	Iteration 32Q: 3 clusters Score -1525631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1525646.000000 Penalty: 4698.080078
	Iteration 33Q: 3 clusters Score -1525646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1525657.125000 Penalty: 4698.080078
	Iteration 34Q: 3 clusters Score -1525657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1525667.625000 Penalty: 4698.080078
	Iteration 35Q: 3 clusters Score -1525668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1525675.875000 Penalty: 4698.080078
	Iteration 36Q: 3 clusters Score -1525676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1525685.250000 Penalty: 4698.080078
	Iteration 37Q: 3 clusters Score -1525685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1525687.250000 Penalty: 4698.080078
	Iteration 38Q: 3 clusters Score -1525687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1525691.625000 Penalty: 4698.080078
	Iteration 39Q: 3 clusters Score -1525692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1525693.375000 Penalty: 4698.080078
	Iteration 40F: 3 clusters Score -1525693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1525692.750000 Penalty: 4698.080078
	Iteration 41Q: 3 clusters Score -1525693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1525697.625000 Penalty: 4698.080078
	Iteration 42Q: 3 clusters Score -1525698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1525699.750000 Penalty: 4698.080078
	Iteration 43Q: 3 clusters Score -1525700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1525708.375000 Penalty: 4698.080078
	Iteration 44Q: 3 clusters Score -1525708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1525710.125000 Penalty: 4698.080078
	Iteration 45Q: 3 clusters Score -1525710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1525717.125000 Penalty: 4698.080078
	Iteration 46Q: 3 clusters Score -1525717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1525718.000000 Penalty: 4698.080078
	Iteration 47Q: 3 clusters Score -1525718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1525718.250000 Penalty: 4698.080078
	Iteration 48Q: 3 clusters Score -1525718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1525721.125000 Penalty: 4698.080078
	Iteration 49Q: 3 clusters Score -1525721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1525722.500000 Penalty: 4698.080078
	Iteration 50Q: 3 clusters Score -1525722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1525727.125000 Penalty: 4698.080078
	Iteration 51Q: 3 clusters Score -1525727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1525729.000000 Penalty: 4698.080078
	Iteration 52Q: 3 clusters Score -1525729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1525731.375000 Penalty: 4698.080078
	Iteration 53Q: 3 clusters Score -1525731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1525732.500000 Penalty: 4698.080078
	Iteration 54Q: 3 clusters Score -1525732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1525730.375000 Penalty: 4698.080078
	Iteration 55Q: 3 clusters Score -1525730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1525728.500000 Penalty: 4698.080078
	Iteration 56Q: 3 clusters Score -1525728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1525728.750000 Penalty: 4698.080078
	Iteration 57Q: 3 clusters Score -1525729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1525728.750000 Penalty: 4698.080078
	Iteration 58F: 3 clusters Score -1525729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143137 members 
Entering Unmasked Estep 
Score: -17130974.000000 Penalty: 2944.146240
	Iteration 0F: 2 clusters Score -1.713097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -17035406.000000 Penalty: 5888.292480
	Iteration 0F: 3 clusters Score -1.703541e+07 nChanged 68425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -17075602.000000 Penalty: 5888.292480
	Iteration 1F: 3 clusters Score -1.70756e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66609 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -17077108.000000 Penalty: 5888.292480
	Iteration 2Q: 3 clusters Score -1.707711e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -17079510.000000 Penalty: 5888.292480
	Iteration 3Q: 3 clusters Score -1.707951e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -17083182.000000 Penalty: 5888.292480
	Iteration 4F: 3 clusters Score -1.708318e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 89708 members 
Entering Unmasked Estep 
Score: -17088610.000000 Penalty: 5888.292480
	Iteration 5F: 3 clusters Score -1.708861e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 97067 members 
Entering Unmasked Estep 
Score: -17096292.000000 Penalty: 5888.292480
	Iteration 6F: 3 clusters Score -1.709629e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 104582 members 
Entering Unmasked Estep 
Score: -17104964.000000 Penalty: 5888.292480
	Iteration 7F: 3 clusters Score -1.710496e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 110776 members 
Entering Unmasked Estep 
Score: -17112106.000000 Penalty: 5888.292480
	Iteration 8F: 3 clusters Score -1.711211e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 115269 members 
Entering Unmasked Estep 
Score: -17116776.000000 Penalty: 5888.292480
	Iteration 9Q: 3 clusters Score -1.711678e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 118620 members 
Entering Unmasked Estep 
Score: -17119648.000000 Penalty: 5888.292480
	Iteration 10Q: 3 clusters Score -1.711965e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 121366 members 
Entering Unmasked Estep 
Score: -17121622.000000 Penalty: 5888.292480
	Iteration 11Q: 3 clusters Score -1.712162e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 123712 members 
Entering Unmasked Estep 
Score: -17123112.000000 Penalty: 5888.292480
	Iteration 12Q: 3 clusters Score -1.712311e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -17124136.000000 Penalty: 5888.292480
	Iteration 13Q: 3 clusters Score -1.712414e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 127390 members 
Entering Unmasked Estep 
Score: -17125188.000000 Penalty: 5888.292480
	Iteration 14Q: 3 clusters Score -1.712519e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 128786 members 
Entering Unmasked Estep 
Score: -17125818.000000 Penalty: 5888.292480
	Iteration 15Q: 3 clusters Score -1.712582e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 130005 members 
Entering Unmasked Estep 
Score: -17126350.000000 Penalty: 5888.292480
	Iteration 16Q: 3 clusters Score -1.712635e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 131049 members 
Entering Unmasked Estep 
Score: -17126780.000000 Penalty: 5888.292480
	Iteration 17Q: 3 clusters Score -1.712678e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 131974 members 
Entering Unmasked Estep 
Score: -17127148.000000 Penalty: 5888.292480
	Iteration 18Q: 3 clusters Score -1.712715e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 132779 members 
Entering Unmasked Estep 
Score: -17127332.000000 Penalty: 5888.292480
	Iteration 19Q: 3 clusters Score -1.712733e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 133511 members 
Entering Unmasked Estep 
Score: -17127520.000000 Penalty: 5888.292480
	Iteration 20F: 3 clusters Score -1.712752e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 134153 members 
Entering Unmasked Estep 
Score: -17127712.000000 Penalty: 5888.292480
	Iteration 21Q: 3 clusters Score -1.712771e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 134728 members 
Entering Unmasked Estep 
Score: -17127892.000000 Penalty: 5888.292480
	Iteration 22Q: 3 clusters Score -1.712789e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 135234 members 
Entering Unmasked Estep 
Score: -17128026.000000 Penalty: 5888.292480
	Iteration 23Q: 3 clusters Score -1.712803e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 135691 members 
Entering Unmasked Estep 
Score: -17128154.000000 Penalty: 5888.292480
	Iteration 24Q: 3 clusters Score -1.712815e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 136094 members 
Entering Unmasked Estep 
Score: -17128278.000000 Penalty: 5888.292480
	Iteration 25Q: 3 clusters Score -1.712828e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 136454 members 
Entering Unmasked Estep 
Score: -17128336.000000 Penalty: 5888.292480
	Iteration 26Q: 3 clusters Score -1.712834e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 136774 members 
Entering Unmasked Estep 
Score: -17128406.000000 Penalty: 5888.292480
	Iteration 27Q: 3 clusters Score -1.712841e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 137082 members 
Entering Unmasked Estep 
Score: -17128464.000000 Penalty: 5888.292480
	Iteration 28Q: 3 clusters Score -1.712846e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 137354 members 
Entering Unmasked Estep 
Score: -17128500.000000 Penalty: 5888.292480
	Iteration 29Q: 3 clusters Score -1.71285e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 137609 members 
Entering Unmasked Estep 
Score: -17128538.000000 Penalty: 5888.292480
	Iteration 30Q: 3 clusters Score -1.712854e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 137857 members 
Entering Unmasked Estep 
Score: -17128574.000000 Penalty: 5888.292480
	Iteration 31Q: 3 clusters Score -1.712857e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 138071 members 
Entering Unmasked Estep 
Score: -17128582.000000 Penalty: 5888.292480
	Iteration 32Q: 3 clusters Score -1.712858e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 138244 members 
Entering Unmasked Estep 
Score: -17128586.000000 Penalty: 5888.292480
	Iteration 33Q: 3 clusters Score -1.712859e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 138373 members 
Entering Unmasked Estep 
Score: -17128640.000000 Penalty: 5888.292480
	Iteration 34Q: 3 clusters Score -1.712864e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 138495 members 
Entering Unmasked Estep 
Score: -17128706.000000 Penalty: 5888.292480
	Iteration 35Q: 3 clusters Score -1.712871e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 138605 members 
Entering Unmasked Estep 
Score: -17128710.000000 Penalty: 5888.292480
	Iteration 36Q: 3 clusters Score -1.712871e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 138704 members 
Entering Unmasked Estep 
Score: -17128750.000000 Penalty: 5888.292480
	Iteration 37Q: 3 clusters Score -1.712875e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 138810 members 
Entering Unmasked Estep 
Score: -17128772.000000 Penalty: 5888.292480
	Iteration 38Q: 3 clusters Score -1.712877e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 138903 members 
Entering Unmasked Estep 
Score: -17128746.000000 Penalty: 5888.292480
	Iteration 39Q: 3 clusters Score -1.712875e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 138994 members 
Entering Unmasked Estep 
Score: -17128790.000000 Penalty: 5888.292480
	Iteration 40F: 3 clusters Score -1.712879e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 139077 members 
Entering Unmasked Estep 
Score: -17128794.000000 Penalty: 5888.292480
	Iteration 41Q: 3 clusters Score -1.712879e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 139155 members 
Entering Unmasked Estep 
Score: -17128826.000000 Penalty: 5888.292480
	Iteration 42Q: 3 clusters Score -1.712883e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 139222 members 
Entering Unmasked Estep 
Score: -17128854.000000 Penalty: 5888.292480
	Iteration 43Q: 3 clusters Score -1.712885e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 139275 members 
Entering Unmasked Estep 
Score: -17128858.000000 Penalty: 5888.292480
	Iteration 44Q: 3 clusters Score -1.712886e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 139325 members 
Entering Unmasked Estep 
Score: -17128886.000000 Penalty: 5888.292480
	Iteration 45Q: 3 clusters Score -1.712889e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 139365 members 
Entering Unmasked Estep 
Score: -17128912.000000 Penalty: 5888.292480
	Iteration 46Q: 3 clusters Score -1.712891e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 139401 members 
Entering Unmasked Estep 
Score: -17128902.000000 Penalty: 5888.292480
	Iteration 47Q: 3 clusters Score -1.71289e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 139428 members 
Entering Unmasked Estep 
Score: -17128916.000000 Penalty: 5888.292480
	Iteration 48Q: 3 clusters Score -1.712892e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 139453 members 
Entering Unmasked Estep 
Score: -17128900.000000 Penalty: 5888.292480
	Iteration 49Q: 3 clusters Score -1.71289e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 139474 members 
Entering Unmasked Estep 
Score: -17128900.000000 Penalty: 5888.292480
	Iteration 50Q: 3 clusters Score -1.71289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 139482 members 
Entering Unmasked Estep 
Score: -17128902.000000 Penalty: 5888.292480
	Iteration 51Q: 3 clusters Score -1.71289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 139492 members 
Entering Unmasked Estep 
Score: -17128898.000000 Penalty: 5888.292480
	Iteration 52Q: 3 clusters Score -1.71289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 139500 members 
Entering Unmasked Estep 
Score: -17128884.000000 Penalty: 5888.292480
	Iteration 53Q: 3 clusters Score -1.712888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 139512 members 
Entering Unmasked Estep 
Score: -17128868.000000 Penalty: 5888.292480
	Iteration 54Q: 3 clusters Score -1.712887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 139519 members 
Entering Unmasked Estep 
Score: -17128892.000000 Penalty: 5888.292480
	Iteration 55Q: 3 clusters Score -1.712889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 139521 members 
Entering Unmasked Estep 
Score: -17128894.000000 Penalty: 5888.292480
	Iteration 56Q: 3 clusters Score -1.712889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 139526 members 
Entering Unmasked Estep 
Score: -17128910.000000 Penalty: 5888.292480
	Iteration 57Q: 3 clusters Score -1.712891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 139530 members 
Entering Unmasked Estep 
Score: -17128914.000000 Penalty: 5888.292480
	Iteration 58Q: 3 clusters Score -1.712891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 139535 members 
Entering Unmasked Estep 
Score: -17128906.000000 Penalty: 5888.292480
	Iteration 59Q: 3 clusters Score -1.712891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 139539 members 
Entering Unmasked Estep 
Score: -17128904.000000 Penalty: 5888.292480
	Iteration 60F: 3 clusters Score -1.71289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 139542 members 
Entering Unmasked Estep 
Score: -17128906.000000 Penalty: 5888.292480
	Iteration 61Q: 3 clusters Score -1.712891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 139543 members 
Entering Unmasked Estep 
Score: -17128902.000000 Penalty: 5888.292480
	Iteration 62Q: 3 clusters Score -1.71289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 139543 members 
Entering Unmasked Estep 
Score: -17128902.000000 Penalty: 5888.292480
	Iteration 63F: 3 clusters Score -1.71289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Entering Unmasked Estep 
Score: -4785758.000000 Penalty: 2637.394043
	Iteration 0F: 2 clusters Score -4785758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -4757646.000000 Penalty: 5274.788086
	Iteration 0F: 3 clusters Score -4757646 nChanged 18997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -4768214.000000 Penalty: 5274.788086
	Iteration 1F: 3 clusters Score -4768214 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -4768683.000000 Penalty: 5274.788086
	Iteration 2Q: 3 clusters Score -4768683 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -4769266.500000 Penalty: 5274.788086
	Iteration 3Q: 3 clusters Score -4769266 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -4769932.000000 Penalty: 5274.788086
	Iteration 4Q: 3 clusters Score -4769932 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -4770888.000000 Penalty: 5274.788086
	Iteration 5Q: 3 clusters Score -4770888 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -4772195.500000 Penalty: 5274.788086
	Iteration 6F: 3 clusters Score -4772196 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -4773919.000000 Penalty: 5274.788086
	Iteration 7F: 3 clusters Score -4773919 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -4776210.000000 Penalty: 5274.788086
	Iteration 8F: 3 clusters Score -4776210 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -4778548.000000 Penalty: 5274.788086
	Iteration 9F: 3 clusters Score -4778548 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -4780466.000000 Penalty: 5274.788086
	Iteration 10F: 3 clusters Score -4780466 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -4781817.500000 Penalty: 5274.788086
	Iteration 11Q: 3 clusters Score -4781818 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -4782567.500000 Penalty: 5274.788086
	Iteration 12Q: 3 clusters Score -4782568 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -4782940.500000 Penalty: 5274.788086
	Iteration 13Q: 3 clusters Score -4782940 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -4783130.500000 Penalty: 5274.788086
	Iteration 14Q: 3 clusters Score -4783130 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -4783241.500000 Penalty: 5274.788086
	Iteration 15Q: 3 clusters Score -4783242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -4783300.500000 Penalty: 5274.788086
	Iteration 16Q: 3 clusters Score -4783300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -4783346.000000 Penalty: 5274.788086
	Iteration 17Q: 3 clusters Score -4783346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -4783378.500000 Penalty: 5274.788086
	Iteration 18Q: 3 clusters Score -4783378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -4783391.500000 Penalty: 5274.788086
	Iteration 19Q: 3 clusters Score -4783392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -4783422.000000 Penalty: 5274.788086
	Iteration 20F: 3 clusters Score -4783422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -4783441.000000 Penalty: 5274.788086
	Iteration 21Q: 3 clusters Score -4783441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -4783453.000000 Penalty: 5274.788086
	Iteration 22Q: 3 clusters Score -4783453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -4783467.000000 Penalty: 5274.788086
	Iteration 23Q: 3 clusters Score -4783467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -4783482.000000 Penalty: 5274.788086
	Iteration 24Q: 3 clusters Score -4783482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -4783488.500000 Penalty: 5274.788086
	Iteration 25Q: 3 clusters Score -4783488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -4783487.000000 Penalty: 5274.788086
	Iteration 26Q: 3 clusters Score -4783487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -4783488.500000 Penalty: 5274.788086
	Iteration 27Q: 3 clusters Score -4783488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -4783495.000000 Penalty: 5274.788086
	Iteration 28Q: 3 clusters Score -4783495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -4783496.500000 Penalty: 5274.788086
	Iteration 29Q: 3 clusters Score -4783496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -4783496.500000 Penalty: 5274.788086
	Iteration 30F: 3 clusters Score -4783496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Entering Unmasked Estep 
Score: -4381079.000000 Penalty: 2605.134277
	Iteration 0F: 2 clusters Score -4381079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -4356304.500000 Penalty: 5210.268555
	Iteration 0F: 3 clusters Score -4356304 nChanged 16593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -4365248.500000 Penalty: 5210.268555
	Iteration 1F: 3 clusters Score -4365248 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -4365770.000000 Penalty: 5210.268555
	Iteration 2Q: 3 clusters Score -4365770 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -4366279.000000 Penalty: 5210.268555
	Iteration 3Q: 3 clusters Score -4366279 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -4366933.500000 Penalty: 5210.268555
	Iteration 4Q: 3 clusters Score -4366934 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -4367890.000000 Penalty: 5210.268555
	Iteration 5F: 3 clusters Score -4367890 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -4369309.000000 Penalty: 5210.268555
	Iteration 6F: 3 clusters Score -4369309 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -4371318.500000 Penalty: 5210.268555
	Iteration 7F: 3 clusters Score -4371318 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -4373844.000000 Penalty: 5210.268555
	Iteration 8F: 3 clusters Score -4373844 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -4376100.500000 Penalty: 5210.268555
	Iteration 9F: 3 clusters Score -4376100 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4377610.500000 Penalty: 5210.268555
	Iteration 10Q: 3 clusters Score -4377610 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4378349.500000 Penalty: 5210.268555
	Iteration 11Q: 3 clusters Score -4378350 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4378692.000000 Penalty: 5210.268555
	Iteration 12Q: 3 clusters Score -4378692 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4378853.000000 Penalty: 5210.268555
	Iteration 13Q: 3 clusters Score -4378853 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4378920.500000 Penalty: 5210.268555
	Iteration 14Q: 3 clusters Score -4378920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4378978.000000 Penalty: 5210.268555
	Iteration 15Q: 3 clusters Score -4378978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4379020.500000 Penalty: 5210.268555
	Iteration 16Q: 3 clusters Score -4379020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4379035.000000 Penalty: 5210.268555
	Iteration 17Q: 3 clusters Score -4379035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4379060.000000 Penalty: 5210.268555
	Iteration 18Q: 3 clusters Score -4379060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4379079.000000 Penalty: 5210.268555
	Iteration 19Q: 3 clusters Score -4379079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4379078.500000 Penalty: 5210.268555
	Iteration 20F: 3 clusters Score -4379078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4379093.000000 Penalty: 5210.268555
	Iteration 21Q: 3 clusters Score -4379093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4379096.500000 Penalty: 5210.268555
	Iteration 22Q: 3 clusters Score -4379096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4379100.500000 Penalty: 5210.268555
	Iteration 23Q: 3 clusters Score -4379100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4379098.000000 Penalty: 5210.268555
	Iteration 24Q: 3 clusters Score -4379098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4379097.000000 Penalty: 5210.268555
	Iteration 25Q: 3 clusters Score -4379097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4379097.000000 Penalty: 5210.268555
	Iteration 26F: 3 clusters Score -4379097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Entering Unmasked Estep 
Score: -1857960.375000 Penalty: 2398.826904
	Iteration 0F: 2 clusters Score -1857960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1846655.500000 Penalty: 4797.653809
	Iteration 0F: 3 clusters Score -1846656 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1850549.875000 Penalty: 4797.653809
	Iteration 1F: 3 clusters Score -1850550 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1851203.875000 Penalty: 4797.653809
	Iteration 2F: 3 clusters Score -1851204 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1851778.750000 Penalty: 4797.653809
	Iteration 3F: 3 clusters Score -1851779 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1852277.500000 Penalty: 4797.653809
	Iteration 4F: 3 clusters Score -1852278 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1852742.875000 Penalty: 4797.653809
	Iteration 5F: 3 clusters Score -1852743 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1853162.500000 Penalty: 4797.653809
	Iteration 6Q: 3 clusters Score -1853162 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1853544.625000 Penalty: 4797.653809
	Iteration 7Q: 3 clusters Score -1853545 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1853946.250000 Penalty: 4797.653809
	Iteration 8Q: 3 clusters Score -1853946 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1854356.375000 Penalty: 4797.653809
	Iteration 9Q: 3 clusters Score -1854356 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1854725.000000 Penalty: 4797.653809
	Iteration 10Q: 3 clusters Score -1854725 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1855069.750000 Penalty: 4797.653809
	Iteration 11Q: 3 clusters Score -1855070 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1855323.250000 Penalty: 4797.653809
	Iteration 12Q: 3 clusters Score -1855323 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1855461.250000 Penalty: 4797.653809
	Iteration 13Q: 3 clusters Score -1855461 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1855583.250000 Penalty: 4797.653809
	Iteration 14Q: 3 clusters Score -1855583 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1855660.875000 Penalty: 4797.653809
	Iteration 15Q: 3 clusters Score -1855661 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1855731.625000 Penalty: 4797.653809
	Iteration 16Q: 3 clusters Score -1855732 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1855791.500000 Penalty: 4797.653809
	Iteration 17Q: 3 clusters Score -1855792 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1855847.750000 Penalty: 4797.653809
	Iteration 18Q: 3 clusters Score -1855848 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1855880.750000 Penalty: 4797.653809
	Iteration 19Q: 3 clusters Score -1855881 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1855926.250000 Penalty: 4797.653809
	Iteration 20F: 3 clusters Score -1855926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1855950.375000 Penalty: 4797.653809
	Iteration 21Q: 3 clusters Score -1855950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1855973.250000 Penalty: 4797.653809
	Iteration 22Q: 3 clusters Score -1855973 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1855987.875000 Penalty: 4797.653809
	Iteration 23Q: 3 clusters Score -1855988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1856008.875000 Penalty: 4797.653809
	Iteration 24Q: 3 clusters Score -1856009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1856021.250000 Penalty: 4797.653809
	Iteration 25Q: 3 clusters Score -1856021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1856026.000000 Penalty: 4797.653809
	Iteration 26Q: 3 clusters Score -1856026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1856029.000000 Penalty: 4797.653809
	Iteration 27Q: 3 clusters Score -1856029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1856040.750000 Penalty: 4797.653809
	Iteration 28Q: 3 clusters Score -1856041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1856042.625000 Penalty: 4797.653809
	Iteration 29Q: 3 clusters Score -1856043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1856049.000000 Penalty: 4797.653809
	Iteration 30Q: 3 clusters Score -1856049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1856053.875000 Penalty: 4797.653809
	Iteration 31Q: 3 clusters Score -1856054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1856052.875000 Penalty: 4797.653809
	Iteration 32Q: 3 clusters Score -1856053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1856054.125000 Penalty: 4797.653809
	Iteration 33Q: 3 clusters Score -1856054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1856058.625000 Penalty: 4797.653809
	Iteration 34Q: 3 clusters Score -1856059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1856058.375000 Penalty: 4797.653809
	Iteration 35Q: 3 clusters Score -1856058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1856057.500000 Penalty: 4797.653809
	Iteration 36Q: 3 clusters Score -1856058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1856063.250000 Penalty: 4797.653809
	Iteration 37Q: 3 clusters Score -1856063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1856063.625000 Penalty: 4797.653809
	Iteration 38Q: 3 clusters Score -1856064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1856065.375000 Penalty: 4797.653809
	Iteration 39Q: 3 clusters Score -1856065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1856066.625000 Penalty: 4797.653809
	Iteration 40F: 3 clusters Score -1856067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1856066.750000 Penalty: 4797.653809
	Iteration 41Q: 3 clusters Score -1856067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1856065.000000 Penalty: 4797.653809
	Iteration 42Q: 3 clusters Score -1856065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1856064.750000 Penalty: 4797.653809
	Iteration 43Q: 3 clusters Score -1856065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1856065.750000 Penalty: 4797.653809
	Iteration 44Q: 3 clusters Score -1856066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1856065.750000 Penalty: 4797.653809
	Iteration 45F: 3 clusters Score -1856066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Entering Unmasked Estep 
Score: -4081431.250000 Penalty: 2590.012695
	Iteration 0F: 2 clusters Score -4081431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -4058084.500000 Penalty: 5180.025391
	Iteration 0F: 3 clusters Score -4058084 nChanged 15619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4066596.500000 Penalty: 5180.025391
	Iteration 1F: 3 clusters Score -4066596 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -4067158.750000 Penalty: 5180.025391
	Iteration 2Q: 3 clusters Score -4067159 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -4067752.500000 Penalty: 5180.025391
	Iteration 3Q: 3 clusters Score -4067752 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -4068578.500000 Penalty: 5180.025391
	Iteration 4Q: 3 clusters Score -4068578 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -4069797.250000 Penalty: 5180.025391
	Iteration 5F: 3 clusters Score -4069797 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -4071589.750000 Penalty: 5180.025391
	Iteration 6F: 3 clusters Score -4071590 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -4073904.500000 Penalty: 5180.025391
	Iteration 7F: 3 clusters Score -4073904 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4076196.500000 Penalty: 5180.025391
	Iteration 8F: 3 clusters Score -4076196 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -4077733.750000 Penalty: 5180.025391
	Iteration 9Q: 3 clusters Score -4077734 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4078564.250000 Penalty: 5180.025391
	Iteration 10Q: 3 clusters Score -4078564 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -4078972.000000 Penalty: 5180.025391
	Iteration 11Q: 3 clusters Score -4078972 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -4079159.500000 Penalty: 5180.025391
	Iteration 12Q: 3 clusters Score -4079160 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -4079260.500000 Penalty: 5180.025391
	Iteration 13Q: 3 clusters Score -4079260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -4079312.750000 Penalty: 5180.025391
	Iteration 14Q: 3 clusters Score -4079313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -4079332.250000 Penalty: 5180.025391
	Iteration 15Q: 3 clusters Score -4079332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -4079341.500000 Penalty: 5180.025391
	Iteration 16Q: 3 clusters Score -4079342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -4079355.250000 Penalty: 5180.025391
	Iteration 17Q: 3 clusters Score -4079355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -4079358.000000 Penalty: 5180.025391
	Iteration 18Q: 3 clusters Score -4079358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -4079368.500000 Penalty: 5180.025391
	Iteration 19Q: 3 clusters Score -4079368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4079373.250000 Penalty: 5180.025391
	Iteration 20F: 3 clusters Score -4079373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4079378.500000 Penalty: 5180.025391
	Iteration 21Q: 3 clusters Score -4079378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -4079378.250000 Penalty: 5180.025391
	Iteration 22Q: 3 clusters Score -4079378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -4079379.000000 Penalty: 5180.025391
	Iteration 23Q: 3 clusters Score -4079379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4079382.000000 Penalty: 5180.025391
	Iteration 24Q: 3 clusters Score -4079382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -4079385.500000 Penalty: 5180.025391
	Iteration 25Q: 3 clusters Score -4079386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -4079386.750000 Penalty: 5180.025391
	Iteration 26Q: 3 clusters Score -4079387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4079390.250000 Penalty: 5180.025391
	Iteration 27Q: 3 clusters Score -4079390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4079391.500000 Penalty: 5180.025391
	Iteration 28Q: 3 clusters Score -4079392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -4079395.750000 Penalty: 5180.025391
	Iteration 29Q: 3 clusters Score -4079396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -4079394.500000 Penalty: 5180.025391
	Iteration 30Q: 3 clusters Score -4079394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4079393.500000 Penalty: 5180.025391
	Iteration 31Q: 3 clusters Score -4079394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4079393.500000 Penalty: 5180.025391
	Iteration 32F: 3 clusters Score -4079394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (174599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174599 members 
Entering Unmasked Estep 
Score: -20872304.000000 Penalty: 2993.421387
	Iteration 0F: 2 clusters Score -2.08723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -20762070.000000 Penalty: 5986.842773
	Iteration 0F: 3 clusters Score -2.076207e+07 nChanged 83401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84105 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -20810710.000000 Penalty: 5986.842773
	Iteration 1F: 3 clusters Score -2.081071e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 92745 members 
Entering Unmasked Estep 
Score: -20811830.000000 Penalty: 5986.842773
	Iteration 2Q: 3 clusters Score -2.081183e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78339 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -20813330.000000 Penalty: 5986.842773
	Iteration 3Q: 3 clusters Score -2.081333e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72947 members 
Mstep: Class 2 contains 101652 members 
Entering Unmasked Estep 
Score: -20815774.000000 Penalty: 5986.842773
	Iteration 4Q: 3 clusters Score -2.081577e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 109790 members 
Entering Unmasked Estep 
Score: -20820000.000000 Penalty: 5986.842773
	Iteration 5F: 3 clusters Score -2.082e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 121413 members 
Entering Unmasked Estep 
Score: -20827654.000000 Penalty: 5986.842773
	Iteration 6F: 3 clusters Score -2.082765e+07 nChanged 15000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 136159 members 
Entering Unmasked Estep 
Score: -20839842.000000 Penalty: 5986.842773
	Iteration 7F: 3 clusters Score -2.083984e+07 nChanged 15353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 151424 members 
Entering Unmasked Estep 
Score: -20853322.000000 Penalty: 5986.842773
	Iteration 8F: 3 clusters Score -2.085332e+07 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 163205 members 
Entering Unmasked Estep 
Score: -20862572.000000 Penalty: 5986.842773
	Iteration 9F: 3 clusters Score -2.086257e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 169657 members 
Entering Unmasked Estep 
Score: -20866956.000000 Penalty: 5986.842773
	Iteration 10Q: 3 clusters Score -2.086696e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 172475 members 
Entering Unmasked Estep 
Score: -20868570.000000 Penalty: 5986.842773
	Iteration 11Q: 3 clusters Score -2.086857e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 173549 members 
Entering Unmasked Estep 
Score: -20869188.000000 Penalty: 5986.842773
	Iteration 12Q: 3 clusters Score -2.086919e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 173945 members 
Entering Unmasked Estep 
Score: -20869394.000000 Penalty: 5986.842773
	Iteration 13Q: 3 clusters Score -2.086939e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 174114 members 
Entering Unmasked Estep 
Score: -20869564.000000 Penalty: 5986.842773
	Iteration 14Q: 3 clusters Score -2.086956e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 174196 members 
Entering Unmasked Estep 
Score: -20869626.000000 Penalty: 5986.842773
	Iteration 15Q: 3 clusters Score -2.086963e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 174218 members 
Entering Unmasked Estep 
Score: -20869696.000000 Penalty: 5986.842773
	Iteration 16Q: 3 clusters Score -2.08697e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 174230 members 
Entering Unmasked Estep 
Score: -20869696.000000 Penalty: 5986.842773
	Iteration 17Q: 3 clusters Score -2.08697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 174238 members 
Entering Unmasked Estep 
Score: -20869702.000000 Penalty: 5986.842773
	Iteration 18Q: 3 clusters Score -2.08697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 174243 members 
Entering Unmasked Estep 
Score: -20869700.000000 Penalty: 5986.842773
	Iteration 19Q: 3 clusters Score -2.08697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 174245 members 
Entering Unmasked Estep 
Score: -20869702.000000 Penalty: 5986.842773
	Iteration 20F: 3 clusters Score -2.08697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 174249 members 
Entering Unmasked Estep 
Score: -20869704.000000 Penalty: 5986.842773
	Iteration 21Q: 3 clusters Score -2.08697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 174253 members 
Entering Unmasked Estep 
Score: -20869722.000000 Penalty: 5986.842773
	Iteration 22Q: 3 clusters Score -2.086972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 174257 members 
Entering Unmasked Estep 
Score: -20869726.000000 Penalty: 5986.842773
	Iteration 23Q: 3 clusters Score -2.086973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 174257 members 
Entering Unmasked Estep 
Score: -20869728.000000 Penalty: 5986.842773
	Iteration 24Q: 3 clusters Score -2.086973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 174258 members 
Entering Unmasked Estep 
Score: -20869724.000000 Penalty: 5986.842773
	Iteration 25Q: 3 clusters Score -2.086972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 174259 members 
Entering Unmasked Estep 
Score: -20869736.000000 Penalty: 5986.842773
	Iteration 26Q: 3 clusters Score -2.086974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 174260 members 
Entering Unmasked Estep 
Score: -20869742.000000 Penalty: 5986.842773
	Iteration 27Q: 3 clusters Score -2.086974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 174261 members 
Entering Unmasked Estep 
Score: -20869750.000000 Penalty: 5986.842773
	Iteration 28Q: 3 clusters Score -2.086975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 174261 members 
Entering Unmasked Estep 
Score: -20869748.000000 Penalty: 5986.842773
	Iteration 29Q: 3 clusters Score -2.086975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 174263 members 
Entering Unmasked Estep 
Score: -20869734.000000 Penalty: 5986.842773
	Iteration 30Q: 3 clusters Score -2.086973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174267 members 
Entering Unmasked Estep 
Score: -20869746.000000 Penalty: 5986.842773
	Iteration 31Q: 3 clusters Score -2.086975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 174273 members 
Entering Unmasked Estep 
Score: -20869758.000000 Penalty: 5986.842773
	Iteration 32Q: 3 clusters Score -2.086976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 174273 members 
Entering Unmasked Estep 
Score: -20869758.000000 Penalty: 5986.842773
	Iteration 33F: 3 clusters Score -2.086976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Entering Unmasked Estep 
Score: -7157258.000000 Penalty: 2729.724854
	Iteration 0F: 2 clusters Score -7157258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -7116822.500000 Penalty: 5459.449707
	Iteration 0F: 3 clusters Score -7116822 nChanged 28095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -7133067.000000 Penalty: 5459.449707
	Iteration 1F: 3 clusters Score -7133067 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -7134328.000000 Penalty: 5459.449707
	Iteration 2Q: 3 clusters Score -7134328 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -7136079.500000 Penalty: 5459.449707
	Iteration 3F: 3 clusters Score -7136080 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -7138489.000000 Penalty: 5459.449707
	Iteration 4F: 3 clusters Score -7138489 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -7141250.000000 Penalty: 5459.449707
	Iteration 5F: 3 clusters Score -7141250 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -7143829.500000 Penalty: 5459.449707
	Iteration 6F: 3 clusters Score -7143830 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -7146076.000000 Penalty: 5459.449707
	Iteration 7F: 3 clusters Score -7146076 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -7147966.500000 Penalty: 5459.449707
	Iteration 8Q: 3 clusters Score -7147966 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -7149635.000000 Penalty: 5459.449707
	Iteration 9Q: 3 clusters Score -7149635 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -7151088.500000 Penalty: 5459.449707
	Iteration 10Q: 3 clusters Score -7151088 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -7152020.000000 Penalty: 5459.449707
	Iteration 11Q: 3 clusters Score -7152020 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -7152590.500000 Penalty: 5459.449707
	Iteration 12Q: 3 clusters Score -7152590 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -7153004.000000 Penalty: 5459.449707
	Iteration 13Q: 3 clusters Score -7153004 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -7153323.000000 Penalty: 5459.449707
	Iteration 14Q: 3 clusters Score -7153323 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -7153577.500000 Penalty: 5459.449707
	Iteration 15Q: 3 clusters Score -7153578 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -7153749.500000 Penalty: 5459.449707
	Iteration 16Q: 3 clusters Score -7153750 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -7153950.500000 Penalty: 5459.449707
	Iteration 17Q: 3 clusters Score -7153950 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -7154073.000000 Penalty: 5459.449707
	Iteration 18Q: 3 clusters Score -7154073 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -7154158.000000 Penalty: 5459.449707
	Iteration 19Q: 3 clusters Score -7154158 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -7154244.000000 Penalty: 5459.449707
	Iteration 20F: 3 clusters Score -7154244 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -7154331.000000 Penalty: 5459.449707
	Iteration 21Q: 3 clusters Score -7154331 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -7154431.500000 Penalty: 5459.449707
	Iteration 22Q: 3 clusters Score -7154432 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -7154501.000000 Penalty: 5459.449707
	Iteration 23Q: 3 clusters Score -7154501 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -7154558.500000 Penalty: 5459.449707
	Iteration 24Q: 3 clusters Score -7154558 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -7154605.000000 Penalty: 5459.449707
	Iteration 25Q: 3 clusters Score -7154605 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -7154686.500000 Penalty: 5459.449707
	Iteration 26Q: 3 clusters Score -7154686 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -7154714.000000 Penalty: 5459.449707
	Iteration 27Q: 3 clusters Score -7154714 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -7154757.000000 Penalty: 5459.449707
	Iteration 28Q: 3 clusters Score -7154757 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -7154781.500000 Penalty: 5459.449707
	Iteration 29Q: 3 clusters Score -7154782 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -7154831.000000 Penalty: 5459.449707
	Iteration 30Q: 3 clusters Score -7154831 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -7154851.500000 Penalty: 5459.449707
	Iteration 31Q: 3 clusters Score -7154852 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -7154898.500000 Penalty: 5459.449707
	Iteration 32Q: 3 clusters Score -7154898 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 55427 members 
Entering Unmasked Estep 
Score: -7154930.500000 Penalty: 5459.449707
	Iteration 33Q: 3 clusters Score -7154930 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -7154941.500000 Penalty: 5459.449707
	Iteration 34Q: 3 clusters Score -7154942 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -7154953.500000 Penalty: 5459.449707
	Iteration 35Q: 3 clusters Score -7154954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -7154978.500000 Penalty: 5459.449707
	Iteration 36Q: 3 clusters Score -7154978 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -7155006.000000 Penalty: 5459.449707
	Iteration 37Q: 3 clusters Score -7155006 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -7155039.500000 Penalty: 5459.449707
	Iteration 38Q: 3 clusters Score -7155040 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -7155039.000000 Penalty: 5459.449707
	Iteration 39Q: 3 clusters Score -7155039 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -7155072.500000 Penalty: 5459.449707
	Iteration 40F: 3 clusters Score -7155072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -7155102.500000 Penalty: 5459.449707
	Iteration 41Q: 3 clusters Score -7155102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -7155119.500000 Penalty: 5459.449707
	Iteration 42Q: 3 clusters Score -7155120 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -7155133.500000 Penalty: 5459.449707
	Iteration 43Q: 3 clusters Score -7155134 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -7155137.000000 Penalty: 5459.449707
	Iteration 44Q: 3 clusters Score -7155137 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -7155153.000000 Penalty: 5459.449707
	Iteration 45Q: 3 clusters Score -7155153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -7155155.000000 Penalty: 5459.449707
	Iteration 46Q: 3 clusters Score -7155155 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -7155177.000000 Penalty: 5459.449707
	Iteration 47Q: 3 clusters Score -7155177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -7155176.000000 Penalty: 5459.449707
	Iteration 48Q: 3 clusters Score -7155176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -7155168.500000 Penalty: 5459.449707
	Iteration 49Q: 3 clusters Score -7155168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -7155167.000000 Penalty: 5459.449707
	Iteration 50Q: 3 clusters Score -7155167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -7155178.000000 Penalty: 5459.449707
	Iteration 51Q: 3 clusters Score -7155178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -7155179.500000 Penalty: 5459.449707
	Iteration 52Q: 3 clusters Score -7155180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -7155186.500000 Penalty: 5459.449707
	Iteration 53Q: 3 clusters Score -7155186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -7155188.500000 Penalty: 5459.449707
	Iteration 54Q: 3 clusters Score -7155188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -7155192.500000 Penalty: 5459.449707
	Iteration 55Q: 3 clusters Score -7155192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -7155186.000000 Penalty: 5459.449707
	Iteration 56Q: 3 clusters Score -7155186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -7155187.000000 Penalty: 5459.449707
	Iteration 57Q: 3 clusters Score -7155187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -7155193.000000 Penalty: 5459.449707
	Iteration 58Q: 3 clusters Score -7155193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -7155196.000000 Penalty: 5459.449707
	Iteration 59Q: 3 clusters Score -7155196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -7155212.500000 Penalty: 5459.449707
	Iteration 60F: 3 clusters Score -7155212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -7155221.000000 Penalty: 5459.449707
	Iteration 61Q: 3 clusters Score -7155221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -7155216.000000 Penalty: 5459.449707
	Iteration 62Q: 3 clusters Score -7155216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -7155220.000000 Penalty: 5459.449707
	Iteration 63Q: 3 clusters Score -7155220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -7155228.500000 Penalty: 5459.449707
	Iteration 64Q: 3 clusters Score -7155228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -7155232.500000 Penalty: 5459.449707
	Iteration 65Q: 3 clusters Score -7155232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -7155231.000000 Penalty: 5459.449707
	Iteration 66Q: 3 clusters Score -7155231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -7155241.500000 Penalty: 5459.449707
	Iteration 67Q: 3 clusters Score -7155242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -7155245.000000 Penalty: 5459.449707
	Iteration 68Q: 3 clusters Score -7155245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -7155248.000000 Penalty: 5459.449707
	Iteration 69Q: 3 clusters Score -7155248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -7155249.500000 Penalty: 5459.449707
	Iteration 70Q: 3 clusters Score -7155250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -7155257.500000 Penalty: 5459.449707
	Iteration 71Q: 3 clusters Score -7155258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -7155245.000000 Penalty: 5459.449707
	Iteration 72Q: 3 clusters Score -7155245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -7155252.000000 Penalty: 5459.449707
	Iteration 73Q: 3 clusters Score -7155252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -7155261.000000 Penalty: 5459.449707
	Iteration 74Q: 3 clusters Score -7155261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -7155277.000000 Penalty: 5459.449707
	Iteration 75Q: 3 clusters Score -7155277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -7155273.000000 Penalty: 5459.449707
	Iteration 76Q: 3 clusters Score -7155273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -7155279.000000 Penalty: 5459.449707
	Iteration 77Q: 3 clusters Score -7155279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -7155273.000000 Penalty: 5459.449707
	Iteration 78Q: 3 clusters Score -7155273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -7155269.000000 Penalty: 5459.449707
	Iteration 79Q: 3 clusters Score -7155269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -7155278.000000 Penalty: 5459.449707
	Iteration 80F: 3 clusters Score -7155278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 57589 members 
Entering Unmasked Estep 
Score: -7155280.500000 Penalty: 5459.449707
	Iteration 81Q: 3 clusters Score -7155280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -7155292.500000 Penalty: 5459.449707
	Iteration 82Q: 3 clusters Score -7155292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -7155291.000000 Penalty: 5459.449707
	Iteration 83Q: 3 clusters Score -7155291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -7155297.000000 Penalty: 5459.449707
	Iteration 84Q: 3 clusters Score -7155297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -7155295.500000 Penalty: 5459.449707
	Iteration 85Q: 3 clusters Score -7155296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -7155291.500000 Penalty: 5459.449707
	Iteration 86Q: 3 clusters Score -7155292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -7155294.500000 Penalty: 5459.449707
	Iteration 87Q: 3 clusters Score -7155294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 57655 members 
Entering Unmasked Estep 
Score: -7155291.000000 Penalty: 5459.449707
	Iteration 88Q: 3 clusters Score -7155291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -7155298.500000 Penalty: 5459.449707
	Iteration 89Q: 3 clusters Score -7155298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -7155299.500000 Penalty: 5459.449707
	Iteration 90Q: 3 clusters Score -7155300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -7155305.000000 Penalty: 5459.449707
	Iteration 91Q: 3 clusters Score -7155305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -7155296.500000 Penalty: 5459.449707
	Iteration 92Q: 3 clusters Score -7155296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
Score: -7155300.500000 Penalty: 5459.449707
	Iteration 93Q: 3 clusters Score -7155300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -7155299.500000 Penalty: 5459.449707
	Iteration 94Q: 3 clusters Score -7155300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -7155301.500000 Penalty: 5459.449707
	Iteration 95Q: 3 clusters Score -7155302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -7155304.500000 Penalty: 5459.449707
	Iteration 96Q: 3 clusters Score -7155304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -7155301.500000 Penalty: 5459.449707
	Iteration 97Q: 3 clusters Score -7155302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -7155301.500000 Penalty: 5459.449707
	Iteration 98F: 3 clusters Score -7155302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (198192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198192 members 
Entering Unmasked Estep 
Score: -23460252.000000 Penalty: 3024.854004
	Iteration 0F: 2 clusters Score -2.346025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98985 members 
Mstep: Class 2 contains 99207 members 
Entering Unmasked Estep 
Score: -23333256.000000 Penalty: 6049.708008
	Iteration 0F: 3 clusters Score -2.333326e+07 nChanged 95236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97043 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -23389836.000000 Penalty: 6049.708008
	Iteration 1F: 3 clusters Score -2.338984e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95746 members 
Mstep: Class 2 contains 102446 members 
Entering Unmasked Estep 
Score: -23391580.000000 Penalty: 6049.708008
	Iteration 2Q: 3 clusters Score -2.339158e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -23393982.000000 Penalty: 6049.708008
	Iteration 3Q: 3 clusters Score -2.339398e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90912 members 
Mstep: Class 2 contains 107280 members 
Entering Unmasked Estep 
Score: -23397548.000000 Penalty: 6049.708008
	Iteration 4Q: 3 clusters Score -2.339755e+07 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 111547 members 
Entering Unmasked Estep 
Score: -23402816.000000 Penalty: 6049.708008
	Iteration 5F: 3 clusters Score -2.340282e+07 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 117311 members 
Entering Unmasked Estep 
Score: -23410740.000000 Penalty: 6049.708008
	Iteration 6F: 3 clusters Score -2.341074e+07 nChanged 13274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 124211 members 
Entering Unmasked Estep 
Score: -23420704.000000 Penalty: 6049.708008
	Iteration 7F: 3 clusters Score -2.34207e+07 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 130804 members 
Entering Unmasked Estep 
Score: -23429854.000000 Penalty: 6049.708008
	Iteration 8F: 3 clusters Score -2.342985e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 136162 members 
Entering Unmasked Estep 
Score: -23436324.000000 Penalty: 6049.708008
	Iteration 9F: 3 clusters Score -2.343632e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 140581 members 
Entering Unmasked Estep 
Score: -23439676.000000 Penalty: 6049.708008
	Iteration 10Q: 3 clusters Score -2.343968e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 144674 members 
Entering Unmasked Estep 
Score: -23441950.000000 Penalty: 6049.708008
	Iteration 11Q: 3 clusters Score -2.344195e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 148739 members 
Entering Unmasked Estep 
Score: -23443848.000000 Penalty: 6049.708008
	Iteration 12Q: 3 clusters Score -2.344385e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 152755 members 
Entering Unmasked Estep 
Score: -23445768.000000 Penalty: 6049.708008
	Iteration 13Q: 3 clusters Score -2.344577e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 156787 members 
Entering Unmasked Estep 
Score: -23447528.000000 Penalty: 6049.708008
	Iteration 14Q: 3 clusters Score -2.344753e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 160621 members 
Entering Unmasked Estep 
Score: -23449384.000000 Penalty: 6049.708008
	Iteration 15Q: 3 clusters Score -2.344938e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 164159 members 
Entering Unmasked Estep 
Score: -23451004.000000 Penalty: 6049.708008
	Iteration 16Q: 3 clusters Score -2.3451e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 167339 members 
Entering Unmasked Estep 
Score: -23452762.000000 Penalty: 6049.708008
	Iteration 17Q: 3 clusters Score -2.345276e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 170126 members 
Entering Unmasked Estep 
Score: -23454276.000000 Penalty: 6049.708008
	Iteration 18Q: 3 clusters Score -2.345428e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 172511 members 
Entering Unmasked Estep 
Score: -23455434.000000 Penalty: 6049.708008
	Iteration 19Q: 3 clusters Score -2.345543e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 174579 members 
Entering Unmasked Estep 
Score: -23456236.000000 Penalty: 6049.708008
	Iteration 20F: 3 clusters Score -2.345624e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 176444 members 
Entering Unmasked Estep 
Score: -23456922.000000 Penalty: 6049.708008
	Iteration 21Q: 3 clusters Score -2.345692e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 178081 members 
Entering Unmasked Estep 
Score: -23457436.000000 Penalty: 6049.708008
	Iteration 22Q: 3 clusters Score -2.345744e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 179467 members 
Entering Unmasked Estep 
Score: -23457740.000000 Penalty: 6049.708008
	Iteration 23Q: 3 clusters Score -2.345774e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 180647 members 
Entering Unmasked Estep 
Score: -23457914.000000 Penalty: 6049.708008
	Iteration 24Q: 3 clusters Score -2.345791e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 181686 members 
Entering Unmasked Estep 
Score: -23458076.000000 Penalty: 6049.708008
	Iteration 25Q: 3 clusters Score -2.345808e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 182651 members 
Entering Unmasked Estep 
Score: -23458296.000000 Penalty: 6049.708008
	Iteration 26Q: 3 clusters Score -2.34583e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 183531 members 
Entering Unmasked Estep 
Score: -23458482.000000 Penalty: 6049.708008
	Iteration 27Q: 3 clusters Score -2.345848e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 184331 members 
Entering Unmasked Estep 
Score: -23458564.000000 Penalty: 6049.708008
	Iteration 28Q: 3 clusters Score -2.345856e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 185051 members 
Entering Unmasked Estep 
Score: -23458786.000000 Penalty: 6049.708008
	Iteration 29Q: 3 clusters Score -2.345879e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 185691 members 
Entering Unmasked Estep 
Score: -23458814.000000 Penalty: 6049.708008
	Iteration 30Q: 3 clusters Score -2.345881e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 186311 members 
Entering Unmasked Estep 
Score: -23458888.000000 Penalty: 6049.708008
	Iteration 31Q: 3 clusters Score -2.345889e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 186868 members 
Entering Unmasked Estep 
Score: -23458864.000000 Penalty: 6049.708008
	Iteration 32Q: 3 clusters Score -2.345886e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 187348 members 
Entering Unmasked Estep 
Score: -23458856.000000 Penalty: 6049.708008
	Iteration 33Q: 3 clusters Score -2.345886e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 187769 members 
Entering Unmasked Estep 
Score: -23458788.000000 Penalty: 6049.708008
	Iteration 34Q: 3 clusters Score -2.345879e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 188144 members 
Entering Unmasked Estep 
Score: -23458812.000000 Penalty: 6049.708008
	Iteration 35Q: 3 clusters Score -2.345881e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 188500 members 
Entering Unmasked Estep 
Score: -23458804.000000 Penalty: 6049.708008
	Iteration 36Q: 3 clusters Score -2.34588e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 188813 members 
Entering Unmasked Estep 
Score: -23458830.000000 Penalty: 6049.708008
	Iteration 37Q: 3 clusters Score -2.345883e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 189093 members 
Entering Unmasked Estep 
Score: -23458814.000000 Penalty: 6049.708008
	Iteration 38Q: 3 clusters Score -2.345881e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 189345 members 
Entering Unmasked Estep 
Score: -23458806.000000 Penalty: 6049.708008
	Iteration 39Q: 3 clusters Score -2.345881e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 189605 members 
Entering Unmasked Estep 
Score: -23458740.000000 Penalty: 6049.708008
	Iteration 40F: 3 clusters Score -2.345874e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 189829 members 
Entering Unmasked Estep 
Score: -23458718.000000 Penalty: 6049.708008
	Iteration 41Q: 3 clusters Score -2.345872e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 190030 members 
Entering Unmasked Estep 
Score: -23458724.000000 Penalty: 6049.708008
	Iteration 42Q: 3 clusters Score -2.345872e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 190231 members 
Entering Unmasked Estep 
Score: -23458758.000000 Penalty: 6049.708008
	Iteration 43Q: 3 clusters Score -2.345876e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 190428 members 
Entering Unmasked Estep 
Score: -23458722.000000 Penalty: 6049.708008
	Iteration 44Q: 3 clusters Score -2.345872e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 190623 members 
Entering Unmasked Estep 
Score: -23458750.000000 Penalty: 6049.708008
	Iteration 45Q: 3 clusters Score -2.345875e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 190791 members 
Entering Unmasked Estep 
Score: -23458702.000000 Penalty: 6049.708008
	Iteration 46Q: 3 clusters Score -2.34587e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 190953 members 
Entering Unmasked Estep 
Score: -23458682.000000 Penalty: 6049.708008
	Iteration 47Q: 3 clusters Score -2.345868e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 191092 members 
Entering Unmasked Estep 
Score: -23458682.000000 Penalty: 6049.708008
	Iteration 48Q: 3 clusters Score -2.345868e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 191220 members 
Entering Unmasked Estep 
Score: -23458666.000000 Penalty: 6049.708008
	Iteration 49Q: 3 clusters Score -2.345867e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 191343 members 
Entering Unmasked Estep 
Score: -23458682.000000 Penalty: 6049.708008
	Iteration 50Q: 3 clusters Score -2.345868e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 191446 members 
Entering Unmasked Estep 
Score: -23458672.000000 Penalty: 6049.708008
	Iteration 51Q: 3 clusters Score -2.345867e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 191537 members 
Entering Unmasked Estep 
Score: -23458694.000000 Penalty: 6049.708008
	Iteration 52Q: 3 clusters Score -2.345869e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 191626 members 
Entering Unmasked Estep 
Score: -23458658.000000 Penalty: 6049.708008
	Iteration 53Q: 3 clusters Score -2.345866e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 191707 members 
Entering Unmasked Estep 
Score: -23458638.000000 Penalty: 6049.708008
	Iteration 54Q: 3 clusters Score -2.345864e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 191785 members 
Entering Unmasked Estep 
Score: -23458596.000000 Penalty: 6049.708008
	Iteration 55Q: 3 clusters Score -2.34586e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 191857 members 
Entering Unmasked Estep 
Score: -23458598.000000 Penalty: 6049.708008
	Iteration 56Q: 3 clusters Score -2.34586e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 191943 members 
Entering Unmasked Estep 
Score: -23458582.000000 Penalty: 6049.708008
	Iteration 57Q: 3 clusters Score -2.345858e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 192013 members 
Entering Unmasked Estep 
Score: -23458550.000000 Penalty: 6049.708008
	Iteration 58Q: 3 clusters Score -2.345855e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 192081 members 
Entering Unmasked Estep 
Score: -23458538.000000 Penalty: 6049.708008
	Iteration 59Q: 3 clusters Score -2.345854e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 192142 members 
Entering Unmasked Estep 
Score: -23458580.000000 Penalty: 6049.708008
	Iteration 60F: 3 clusters Score -2.345858e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 192190 members 
Entering Unmasked Estep 
Score: -23458572.000000 Penalty: 6049.708008
	Iteration 61Q: 3 clusters Score -2.345857e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 192228 members 
Entering Unmasked Estep 
Score: -23458596.000000 Penalty: 6049.708008
	Iteration 62Q: 3 clusters Score -2.34586e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 192268 members 
Entering Unmasked Estep 
Score: -23458594.000000 Penalty: 6049.708008
	Iteration 63Q: 3 clusters Score -2.345859e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 192311 members 
Entering Unmasked Estep 
Score: -23458638.000000 Penalty: 6049.708008
	Iteration 64Q: 3 clusters Score -2.345864e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 192357 members 
Entering Unmasked Estep 
Score: -23458618.000000 Penalty: 6049.708008
	Iteration 65Q: 3 clusters Score -2.345862e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 192404 members 
Entering Unmasked Estep 
Score: -23458630.000000 Penalty: 6049.708008
	Iteration 66Q: 3 clusters Score -2.345863e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 192446 members 
Entering Unmasked Estep 
Score: -23458610.000000 Penalty: 6049.708008
	Iteration 67Q: 3 clusters Score -2.345861e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 192493 members 
Entering Unmasked Estep 
Score: -23458600.000000 Penalty: 6049.708008
	Iteration 68Q: 3 clusters Score -2.34586e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 192529 members 
Entering Unmasked Estep 
Score: -23458600.000000 Penalty: 6049.708008
	Iteration 69Q: 3 clusters Score -2.34586e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 192564 members 
Entering Unmasked Estep 
Score: -23458624.000000 Penalty: 6049.708008
	Iteration 70Q: 3 clusters Score -2.345862e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 192593 members 
Entering Unmasked Estep 
Score: -23458612.000000 Penalty: 6049.708008
	Iteration 71Q: 3 clusters Score -2.345861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 192617 members 
Entering Unmasked Estep 
Score: -23458608.000000 Penalty: 6049.708008
	Iteration 72Q: 3 clusters Score -2.345861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 192643 members 
Entering Unmasked Estep 
Score: -23458606.000000 Penalty: 6049.708008
	Iteration 73Q: 3 clusters Score -2.345861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 192662 members 
Entering Unmasked Estep 
Score: -23458592.000000 Penalty: 6049.708008
	Iteration 74Q: 3 clusters Score -2.345859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 192685 members 
Entering Unmasked Estep 
Score: -23458592.000000 Penalty: 6049.708008
	Iteration 75Q: 3 clusters Score -2.345859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 192708 members 
Entering Unmasked Estep 
Score: -23458590.000000 Penalty: 6049.708008
	Iteration 76Q: 3 clusters Score -2.345859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 192731 members 
Entering Unmasked Estep 
Score: -23458596.000000 Penalty: 6049.708008
	Iteration 77Q: 3 clusters Score -2.34586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 192753 members 
Entering Unmasked Estep 
Score: -23458586.000000 Penalty: 6049.708008
	Iteration 78Q: 3 clusters Score -2.345859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 192770 members 
Entering Unmasked Estep 
Score: -23458590.000000 Penalty: 6049.708008
	Iteration 79Q: 3 clusters Score -2.345859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 192789 members 
Entering Unmasked Estep 
Score: -23458586.000000 Penalty: 6049.708008
	Iteration 80F: 3 clusters Score -2.345859e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 192810 members 
Entering Unmasked Estep 
Score: -23458580.000000 Penalty: 6049.708008
	Iteration 81Q: 3 clusters Score -2.345858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 192829 members 
Entering Unmasked Estep 
Score: -23458572.000000 Penalty: 6049.708008
	Iteration 82Q: 3 clusters Score -2.345857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 192851 members 
Entering Unmasked Estep 
Score: -23458566.000000 Penalty: 6049.708008
	Iteration 83Q: 3 clusters Score -2.345857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 192870 members 
Entering Unmasked Estep 
Score: -23458564.000000 Penalty: 6049.708008
	Iteration 84Q: 3 clusters Score -2.345856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 192884 members 
Entering Unmasked Estep 
Score: -23458570.000000 Penalty: 6049.708008
	Iteration 85Q: 3 clusters Score -2.345857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 192904 members 
Entering Unmasked Estep 
Score: -23458576.000000 Penalty: 6049.708008
	Iteration 86Q: 3 clusters Score -2.345858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 192923 members 
Entering Unmasked Estep 
Score: -23458552.000000 Penalty: 6049.708008
	Iteration 87Q: 3 clusters Score -2.345855e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 192944 members 
Entering Unmasked Estep 
Score: -23458550.000000 Penalty: 6049.708008
	Iteration 88Q: 3 clusters Score -2.345855e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 192970 members 
Entering Unmasked Estep 
Score: -23458568.000000 Penalty: 6049.708008
	Iteration 89Q: 3 clusters Score -2.345857e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 192992 members 
Entering Unmasked Estep 
Score: -23458568.000000 Penalty: 6049.708008
	Iteration 90Q: 3 clusters Score -2.345857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 193012 members 
Entering Unmasked Estep 
Score: -23458564.000000 Penalty: 6049.708008
	Iteration 91Q: 3 clusters Score -2.345856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 193043 members 
Entering Unmasked Estep 
Score: -23458540.000000 Penalty: 6049.708008
	Iteration 92Q: 3 clusters Score -2.345854e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 193062 members 
Entering Unmasked Estep 
Score: -23458540.000000 Penalty: 6049.708008
	Iteration 93Q: 3 clusters Score -2.345854e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 193083 members 
Entering Unmasked Estep 
Score: -23458544.000000 Penalty: 6049.708008
	Iteration 94Q: 3 clusters Score -2.345854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 193099 members 
Entering Unmasked Estep 
Score: -23458584.000000 Penalty: 6049.708008
	Iteration 95Q: 3 clusters Score -2.345858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 193112 members 
Entering Unmasked Estep 
Score: -23458576.000000 Penalty: 6049.708008
	Iteration 96Q: 3 clusters Score -2.345858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 193128 members 
Entering Unmasked Estep 
Score: -23458580.000000 Penalty: 6049.708008
	Iteration 97Q: 3 clusters Score -2.345858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 193147 members 
Entering Unmasked Estep 
Score: -23458554.000000 Penalty: 6049.708008
	Iteration 98Q: 3 clusters Score -2.345855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 193169 members 
Entering Unmasked Estep 
Score: -23458558.000000 Penalty: 6049.708008
	Iteration 99Q: 3 clusters Score -2.345856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 193185 members 
Entering Unmasked Estep 
Score: -23458556.000000 Penalty: 6049.708008
	Iteration 100F: 3 clusters Score -2.345856e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 193207 members 
Entering Unmasked Estep 
Score: -23458584.000000 Penalty: 6049.708008
	Iteration 101Q: 3 clusters Score -2.345858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 193224 members 
Entering Unmasked Estep 
Score: -23458570.000000 Penalty: 6049.708008
	Iteration 102Q: 3 clusters Score -2.345857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 193239 members 
Entering Unmasked Estep 
Score: -23458548.000000 Penalty: 6049.708008
	Iteration 103Q: 3 clusters Score -2.345855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 193248 members 
Entering Unmasked Estep 
Score: -23458554.000000 Penalty: 6049.708008
	Iteration 104Q: 3 clusters Score -2.345855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 193260 members 
Entering Unmasked Estep 
Score: -23458540.000000 Penalty: 6049.708008
	Iteration 105Q: 3 clusters Score -2.345854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 193272 members 
Entering Unmasked Estep 
Score: -23458568.000000 Penalty: 6049.708008
	Iteration 106Q: 3 clusters Score -2.345857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 193291 members 
Entering Unmasked Estep 
Score: -23458584.000000 Penalty: 6049.708008
	Iteration 107Q: 3 clusters Score -2.345858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 193310 members 
Entering Unmasked Estep 
Score: -23458592.000000 Penalty: 6049.708008
	Iteration 108Q: 3 clusters Score -2.345859e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 193331 members 
Entering Unmasked Estep 
Score: -23458598.000000 Penalty: 6049.708008
	Iteration 109Q: 3 clusters Score -2.34586e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 193352 members 
Entering Unmasked Estep 
Score: -23458614.000000 Penalty: 6049.708008
	Iteration 110Q: 3 clusters Score -2.345861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 193367 members 
Entering Unmasked Estep 
Score: -23458616.000000 Penalty: 6049.708008
	Iteration 111Q: 3 clusters Score -2.345862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 193378 members 
Entering Unmasked Estep 
Score: -23458636.000000 Penalty: 6049.708008
	Iteration 112Q: 3 clusters Score -2.345864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 193396 members 
Entering Unmasked Estep 
Score: -23458608.000000 Penalty: 6049.708008
	Iteration 113Q: 3 clusters Score -2.345861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 193414 members 
Entering Unmasked Estep 
Score: -23458600.000000 Penalty: 6049.708008
	Iteration 114Q: 3 clusters Score -2.34586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 193432 members 
Entering Unmasked Estep 
Score: -23458616.000000 Penalty: 6049.708008
	Iteration 115Q: 3 clusters Score -2.345862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 193441 members 
Entering Unmasked Estep 
Score: -23458602.000000 Penalty: 6049.708008
	Iteration 116Q: 3 clusters Score -2.34586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 193449 members 
Entering Unmasked Estep 
Score: -23458592.000000 Penalty: 6049.708008
	Iteration 117Q: 3 clusters Score -2.345859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 193458 members 
Entering Unmasked Estep 
Score: -23458602.000000 Penalty: 6049.708008
	Iteration 118Q: 3 clusters Score -2.34586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 193465 members 
Entering Unmasked Estep 
Score: -23458610.000000 Penalty: 6049.708008
	Iteration 119Q: 3 clusters Score -2.345861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 193476 members 
Entering Unmasked Estep 
Score: -23458596.000000 Penalty: 6049.708008
	Iteration 120F: 3 clusters Score -2.34586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 193485 members 
Entering Unmasked Estep 
Score: -23458602.000000 Penalty: 6049.708008
	Iteration 121Q: 3 clusters Score -2.34586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 193496 members 
Entering Unmasked Estep 
Score: -23458596.000000 Penalty: 6049.708008
	Iteration 122Q: 3 clusters Score -2.34586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 193503 members 
Entering Unmasked Estep 
Score: -23458546.000000 Penalty: 6049.708008
	Iteration 123Q: 3 clusters Score -2.345855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 193512 members 
Entering Unmasked Estep 
Score: -23458576.000000 Penalty: 6049.708008
	Iteration 124Q: 3 clusters Score -2.345858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 193527 members 
Entering Unmasked Estep 
Score: -23458590.000000 Penalty: 6049.708008
	Iteration 125Q: 3 clusters Score -2.345859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 193540 members 
Entering Unmasked Estep 
Score: -23458590.000000 Penalty: 6049.708008
	Iteration 126Q: 3 clusters Score -2.345859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 193552 members 
Entering Unmasked Estep 
Score: -23458576.000000 Penalty: 6049.708008
	Iteration 127Q: 3 clusters Score -2.345858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 193566 members 
Entering Unmasked Estep 
Score: -23458582.000000 Penalty: 6049.708008
	Iteration 128Q: 3 clusters Score -2.345858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 193578 members 
Entering Unmasked Estep 
Score: -23458594.000000 Penalty: 6049.708008
	Iteration 129Q: 3 clusters Score -2.345859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 193587 members 
Entering Unmasked Estep 
Score: -23458584.000000 Penalty: 6049.708008
	Iteration 130Q: 3 clusters Score -2.345858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 193598 members 
Entering Unmasked Estep 
Score: -23458592.000000 Penalty: 6049.708008
	Iteration 131Q: 3 clusters Score -2.345859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 193606 members 
Entering Unmasked Estep 
Score: -23458608.000000 Penalty: 6049.708008
	Iteration 132Q: 3 clusters Score -2.345861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 193609 members 
Entering Unmasked Estep 
Score: -23458604.000000 Penalty: 6049.708008
	Iteration 133Q: 3 clusters Score -2.34586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 193613 members 
Entering Unmasked Estep 
Score: -23458584.000000 Penalty: 6049.708008
	Iteration 134Q: 3 clusters Score -2.345858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 193614 members 
Entering Unmasked Estep 
Score: -23458604.000000 Penalty: 6049.708008
	Iteration 135Q: 3 clusters Score -2.34586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 193615 members 
Entering Unmasked Estep 
Score: -23458588.000000 Penalty: 6049.708008
	Iteration 136Q: 3 clusters Score -2.345859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 193615 members 
Entering Unmasked Estep 
Score: -23458588.000000 Penalty: 6049.708008
	Iteration 137F: 3 clusters Score -2.345859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Entering Unmasked Estep 
Score: -380984.375000 Penalty: 2018.581299
	Iteration 0F: 2 clusters Score -380984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -377455.093750 Penalty: 4037.162598
	Iteration 0F: 3 clusters Score -377455.1 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -378250.093750 Penalty: 4037.162598
	Iteration 1F: 3 clusters Score -378250.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -378451.500000 Penalty: 4037.162598
	Iteration 2F: 3 clusters Score -378451.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -378583.593750 Penalty: 4037.162598
	Iteration 3F: 3 clusters Score -378583.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -378663.687500 Penalty: 4037.162598
	Iteration 4Q: 3 clusters Score -378663.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -378721.406250 Penalty: 4037.162598
	Iteration 5Q: 3 clusters Score -378721.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -378761.687500 Penalty: 4037.162598
	Iteration 6Q: 3 clusters Score -378761.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -378790.187500 Penalty: 4037.162598
	Iteration 7Q: 3 clusters Score -378790.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -378815.281250 Penalty: 4037.162598
	Iteration 8Q: 3 clusters Score -378815.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -378851.250000 Penalty: 4037.162598
	Iteration 9Q: 3 clusters Score -378851.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -378889.968750 Penalty: 4037.162598
	Iteration 10Q: 3 clusters Score -378890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -378925.156250 Penalty: 4037.162598
	Iteration 11Q: 3 clusters Score -378925.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -378958.406250 Penalty: 4037.162598
	Iteration 12Q: 3 clusters Score -378958.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -378994.656250 Penalty: 4037.162598
	Iteration 13Q: 3 clusters Score -378994.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -379015.500000 Penalty: 4037.162598
	Iteration 14Q: 3 clusters Score -379015.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -379038.281250 Penalty: 4037.162598
	Iteration 15Q: 3 clusters Score -379038.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -379076.812500 Penalty: 4037.162598
	Iteration 16Q: 3 clusters Score -379076.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -379119.718750 Penalty: 4037.162598
	Iteration 17Q: 3 clusters Score -379119.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -379157.281250 Penalty: 4037.162598
	Iteration 18Q: 3 clusters Score -379157.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -379184.656250 Penalty: 4037.162598
	Iteration 19Q: 3 clusters Score -379184.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -379206.093750 Penalty: 4037.162598
	Iteration 20F: 3 clusters Score -379206.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -379225.312500 Penalty: 4037.162598
	Iteration 21Q: 3 clusters Score -379225.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -379242.843750 Penalty: 4037.162598
	Iteration 22Q: 3 clusters Score -379242.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -379261.718750 Penalty: 4037.162598
	Iteration 23Q: 3 clusters Score -379261.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -379279.437500 Penalty: 4037.162598
	Iteration 24Q: 3 clusters Score -379279.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -379298.593750 Penalty: 4037.162598
	Iteration 25Q: 3 clusters Score -379298.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -379311.718750 Penalty: 4037.162598
	Iteration 26Q: 3 clusters Score -379311.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -379324.218750 Penalty: 4037.162598
	Iteration 27Q: 3 clusters Score -379324.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -379336.468750 Penalty: 4037.162598
	Iteration 28Q: 3 clusters Score -379336.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -379347.437500 Penalty: 4037.162598
	Iteration 29Q: 3 clusters Score -379347.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -379359.875000 Penalty: 4037.162598
	Iteration 30Q: 3 clusters Score -379359.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -379371.500000 Penalty: 4037.162598
	Iteration 31Q: 3 clusters Score -379371.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -379382.000000 Penalty: 4037.162598
	Iteration 32Q: 3 clusters Score -379382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -379393.000000 Penalty: 4037.162598
	Iteration 33Q: 3 clusters Score -379393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -379402.437500 Penalty: 4037.162598
	Iteration 34Q: 3 clusters Score -379402.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -379411.218750 Penalty: 4037.162598
	Iteration 35Q: 3 clusters Score -379411.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -379419.156250 Penalty: 4037.162598
	Iteration 36Q: 3 clusters Score -379419.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -379429.406250 Penalty: 4037.162598
	Iteration 37Q: 3 clusters Score -379429.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -379438.562500 Penalty: 4037.162598
	Iteration 38Q: 3 clusters Score -379438.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -379447.531250 Penalty: 4037.162598
	Iteration 39Q: 3 clusters Score -379447.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -379450.781250 Penalty: 4037.162598
	Iteration 40F: 3 clusters Score -379450.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -379454.812500 Penalty: 4037.162598
	Iteration 41Q: 3 clusters Score -379454.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -379460.343750 Penalty: 4037.162598
	Iteration 42Q: 3 clusters Score -379460.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -379466.625000 Penalty: 4037.162598
	Iteration 43Q: 3 clusters Score -379466.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -379470.187500 Penalty: 4037.162598
	Iteration 44Q: 3 clusters Score -379470.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -379473.687500 Penalty: 4037.162598
	Iteration 45Q: 3 clusters Score -379473.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -379478.781250 Penalty: 4037.162598
	Iteration 46Q: 3 clusters Score -379478.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -379484.781250 Penalty: 4037.162598
	Iteration 47Q: 3 clusters Score -379484.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -379490.687500 Penalty: 4037.162598
	Iteration 48Q: 3 clusters Score -379490.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -379493.312500 Penalty: 4037.162598
	Iteration 49Q: 3 clusters Score -379493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -379495.312500 Penalty: 4037.162598
	Iteration 50Q: 3 clusters Score -379495.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -379497.000000 Penalty: 4037.162598
	Iteration 51Q: 3 clusters Score -379497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -379500.218750 Penalty: 4037.162598
	Iteration 52Q: 3 clusters Score -379500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -379502.343750 Penalty: 4037.162598
	Iteration 53Q: 3 clusters Score -379502.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -379503.312500 Penalty: 4037.162598
	Iteration 54Q: 3 clusters Score -379503.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -379504.843750 Penalty: 4037.162598
	Iteration 55Q: 3 clusters Score -379504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -379505.437500 Penalty: 4037.162598
	Iteration 56Q: 3 clusters Score -379505.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -379508.125000 Penalty: 4037.162598
	Iteration 57Q: 3 clusters Score -379508.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -379513.562500 Penalty: 4037.162598
	Iteration 58Q: 3 clusters Score -379513.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -379519.968750 Penalty: 4037.162598
	Iteration 59Q: 3 clusters Score -379520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -379523.781250 Penalty: 4037.162598
	Iteration 60F: 3 clusters Score -379523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -379528.250000 Penalty: 4037.162598
	Iteration 61Q: 3 clusters Score -379528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -379529.218750 Penalty: 4037.162598
	Iteration 62Q: 3 clusters Score -379529.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -379529.781250 Penalty: 4037.162598
	Iteration 63Q: 3 clusters Score -379529.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -379529.781250 Penalty: 4037.162598
	Iteration 64F: 3 clusters Score -379529.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Entering Unmasked Estep 
Score: -549168.937500 Penalty: 2112.660400
	Iteration 0F: 2 clusters Score -549168.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -544709.375000 Penalty: 4225.320801
	Iteration 0F: 3 clusters Score -544709.4 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -545871.250000 Penalty: 4225.320801
	Iteration 1F: 3 clusters Score -545871.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -546167.375000 Penalty: 4225.320801
	Iteration 2F: 3 clusters Score -546167.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -546437.875000 Penalty: 4225.320801
	Iteration 3F: 3 clusters Score -546437.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -546674.250000 Penalty: 4225.320801
	Iteration 4F: 3 clusters Score -546674.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -546848.562500 Penalty: 4225.320801
	Iteration 5Q: 3 clusters Score -546848.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -547009.312500 Penalty: 4225.320801
	Iteration 6Q: 3 clusters Score -547009.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -547150.500000 Penalty: 4225.320801
	Iteration 7Q: 3 clusters Score -547150.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -547271.562500 Penalty: 4225.320801
	Iteration 8Q: 3 clusters Score -547271.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -547373.062500 Penalty: 4225.320801
	Iteration 9Q: 3 clusters Score -547373.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -547465.375000 Penalty: 4225.320801
	Iteration 10Q: 3 clusters Score -547465.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -547551.000000 Penalty: 4225.320801
	Iteration 11Q: 3 clusters Score -547551 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -547612.375000 Penalty: 4225.320801
	Iteration 12Q: 3 clusters Score -547612.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -547659.187500 Penalty: 4225.320801
	Iteration 13Q: 3 clusters Score -547659.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -547704.875000 Penalty: 4225.320801
	Iteration 14Q: 3 clusters Score -547704.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -547735.250000 Penalty: 4225.320801
	Iteration 15Q: 3 clusters Score -547735.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -547759.625000 Penalty: 4225.320801
	Iteration 16Q: 3 clusters Score -547759.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -547780.687500 Penalty: 4225.320801
	Iteration 17Q: 3 clusters Score -547780.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -547804.187500 Penalty: 4225.320801
	Iteration 18Q: 3 clusters Score -547804.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -547824.062500 Penalty: 4225.320801
	Iteration 19Q: 3 clusters Score -547824.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -547848.375000 Penalty: 4225.320801
	Iteration 20F: 3 clusters Score -547848.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -547864.312500 Penalty: 4225.320801
	Iteration 21Q: 3 clusters Score -547864.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -547876.000000 Penalty: 4225.320801
	Iteration 22Q: 3 clusters Score -547876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -547885.687500 Penalty: 4225.320801
	Iteration 23Q: 3 clusters Score -547885.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -547892.062500 Penalty: 4225.320801
	Iteration 24Q: 3 clusters Score -547892.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -547895.750000 Penalty: 4225.320801
	Iteration 25Q: 3 clusters Score -547895.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -547899.062500 Penalty: 4225.320801
	Iteration 26Q: 3 clusters Score -547899.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -547902.125000 Penalty: 4225.320801
	Iteration 27Q: 3 clusters Score -547902.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -547907.187500 Penalty: 4225.320801
	Iteration 28Q: 3 clusters Score -547907.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -547911.375000 Penalty: 4225.320801
	Iteration 29Q: 3 clusters Score -547911.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -547918.937500 Penalty: 4225.320801
	Iteration 30Q: 3 clusters Score -547918.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -547929.812500 Penalty: 4225.320801
	Iteration 31Q: 3 clusters Score -547929.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -547944.312500 Penalty: 4225.320801
	Iteration 32Q: 3 clusters Score -547944.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -547953.000000 Penalty: 4225.320801
	Iteration 33Q: 3 clusters Score -547953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -547959.375000 Penalty: 4225.320801
	Iteration 34Q: 3 clusters Score -547959.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -547964.062500 Penalty: 4225.320801
	Iteration 35Q: 3 clusters Score -547964.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -547971.937500 Penalty: 4225.320801
	Iteration 36Q: 3 clusters Score -547971.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -547981.500000 Penalty: 4225.320801
	Iteration 37Q: 3 clusters Score -547981.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -547992.000000 Penalty: 4225.320801
	Iteration 38Q: 3 clusters Score -547992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -547996.875000 Penalty: 4225.320801
	Iteration 39Q: 3 clusters Score -547996.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -548000.937500 Penalty: 4225.320801
	Iteration 40F: 3 clusters Score -548000.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -548003.875000 Penalty: 4225.320801
	Iteration 41Q: 3 clusters Score -548003.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -548007.750000 Penalty: 4225.320801
	Iteration 42Q: 3 clusters Score -548007.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -548013.125000 Penalty: 4225.320801
	Iteration 43Q: 3 clusters Score -548013.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -548015.187500 Penalty: 4225.320801
	Iteration 44Q: 3 clusters Score -548015.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -548020.250000 Penalty: 4225.320801
	Iteration 45Q: 3 clusters Score -548020.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -548025.000000 Penalty: 4225.320801
	Iteration 46Q: 3 clusters Score -548025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -548026.062500 Penalty: 4225.320801
	Iteration 47Q: 3 clusters Score -548026.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -548028.625000 Penalty: 4225.320801
	Iteration 48Q: 3 clusters Score -548028.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -548032.000000 Penalty: 4225.320801
	Iteration 49Q: 3 clusters Score -548032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -548034.562500 Penalty: 4225.320801
	Iteration 50Q: 3 clusters Score -548034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -548036.750000 Penalty: 4225.320801
	Iteration 51Q: 3 clusters Score -548036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -548037.375000 Penalty: 4225.320801
	Iteration 52Q: 3 clusters Score -548037.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -548038.062500 Penalty: 4225.320801
	Iteration 53Q: 3 clusters Score -548038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -548039.250000 Penalty: 4225.320801
	Iteration 54Q: 3 clusters Score -548039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -548040.125000 Penalty: 4225.320801
	Iteration 55Q: 3 clusters Score -548040.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -548040.812500 Penalty: 4225.320801
	Iteration 56Q: 3 clusters Score -548040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -548041.437500 Penalty: 4225.320801
	Iteration 57Q: 3 clusters Score -548041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -548043.125000 Penalty: 4225.320801
	Iteration 58Q: 3 clusters Score -548043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -548043.062500 Penalty: 4225.320801
	Iteration 59Q: 3 clusters Score -548043.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -548044.375000 Penalty: 4225.320801
	Iteration 60F: 3 clusters Score -548044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -548045.312500 Penalty: 4225.320801
	Iteration 61Q: 3 clusters Score -548045.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -548047.062500 Penalty: 4225.320801
	Iteration 62Q: 3 clusters Score -548047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -548049.187500 Penalty: 4225.320801
	Iteration 63Q: 3 clusters Score -548049.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -548052.250000 Penalty: 4225.320801
	Iteration 64Q: 3 clusters Score -548052.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -548054.000000 Penalty: 4225.320801
	Iteration 65Q: 3 clusters Score -548054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -548054.062500 Penalty: 4225.320801
	Iteration 66Q: 3 clusters Score -548054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -548054.062500 Penalty: 4225.320801
	Iteration 67Q: 3 clusters Score -548054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -548055.312500 Penalty: 4225.320801
	Iteration 68Q: 3 clusters Score -548055.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -548056.187500 Penalty: 4225.320801
	Iteration 69Q: 3 clusters Score -548056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -548056.937500 Penalty: 4225.320801
	Iteration 70Q: 3 clusters Score -548056.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -548056.937500 Penalty: 4225.320801
	Iteration 71F: 3 clusters Score -548056.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (152367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152367 members 
Entering Unmasked Estep 
Score: -18274476.000000 Penalty: 2959.643799
	Iteration 0F: 2 clusters Score -1.827448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76510 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
Score: -18173326.000000 Penalty: 5919.287598
	Iteration 0F: 3 clusters Score -1.817333e+07 nChanged 72728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -18216550.000000 Penalty: 5919.287598
	Iteration 1F: 3 clusters Score -1.821655e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85937 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -18218292.000000 Penalty: 5919.287598
	Iteration 2Q: 3 clusters Score -1.821829e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -18221062.000000 Penalty: 5919.287598
	Iteration 3Q: 3 clusters Score -1.822106e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99300 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -18225432.000000 Penalty: 5919.287598
	Iteration 4F: 3 clusters Score -1.822543e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109782 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -18232920.000000 Penalty: 5919.287598
	Iteration 5F: 3 clusters Score -1.823292e+07 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122615 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -18243938.000000 Penalty: 5919.287598
	Iteration 6F: 3 clusters Score -1.824394e+07 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135388 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -18256146.000000 Penalty: 5919.287598
	Iteration 7F: 3 clusters Score -1.825615e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144894 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -18265538.000000 Penalty: 5919.287598
	Iteration 8F: 3 clusters Score -1.826554e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149776 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -18269850.000000 Penalty: 5919.287598
	Iteration 9Q: 3 clusters Score -1.826985e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -18271218.000000 Penalty: 5919.287598
	Iteration 10Q: 3 clusters Score -1.827122e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151937 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -18271596.000000 Penalty: 5919.287598
	Iteration 11Q: 3 clusters Score -1.82716e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152074 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18271712.000000 Penalty: 5919.287598
	Iteration 12Q: 3 clusters Score -1.827171e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152128 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18271788.000000 Penalty: 5919.287598
	Iteration 13Q: 3 clusters Score -1.827179e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152140 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18271806.000000 Penalty: 5919.287598
	Iteration 14Q: 3 clusters Score -1.827181e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152149 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18271824.000000 Penalty: 5919.287598
	Iteration 15Q: 3 clusters Score -1.827182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18271856.000000 Penalty: 5919.287598
	Iteration 16Q: 3 clusters Score -1.827186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152156 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18271856.000000 Penalty: 5919.287598
	Iteration 17Q: 3 clusters Score -1.827186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152157 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18271862.000000 Penalty: 5919.287598
	Iteration 18Q: 3 clusters Score -1.827186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152157 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18271862.000000 Penalty: 5919.287598
	Iteration 19F: 3 clusters Score -1.827186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Entering Unmasked Estep 
Score: -991398.000000 Penalty: 2264.373535
	Iteration 0F: 2 clusters Score -991398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -984202.687500 Penalty: 4528.747070
	Iteration 0F: 3 clusters Score -984202.7 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -986304.625000 Penalty: 4528.747070
	Iteration 1F: 3 clusters Score -986304.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -986801.375000 Penalty: 4528.747070
	Iteration 2F: 3 clusters Score -986801.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -987290.937500 Penalty: 4528.747070
	Iteration 3F: 3 clusters Score -987290.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -987734.500000 Penalty: 4528.747070
	Iteration 4F: 3 clusters Score -987734.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -988112.062500 Penalty: 4528.747070
	Iteration 5F: 3 clusters Score -988112.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -988418.562500 Penalty: 4528.747070
	Iteration 6F: 3 clusters Score -988418.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -988619.625000 Penalty: 4528.747070
	Iteration 7Q: 3 clusters Score -988619.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -988752.750000 Penalty: 4528.747070
	Iteration 8Q: 3 clusters Score -988752.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -988861.625000 Penalty: 4528.747070
	Iteration 9Q: 3 clusters Score -988861.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -988935.562500 Penalty: 4528.747070
	Iteration 10Q: 3 clusters Score -988935.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -988991.062500 Penalty: 4528.747070
	Iteration 11Q: 3 clusters Score -988991.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -989024.125000 Penalty: 4528.747070
	Iteration 12Q: 3 clusters Score -989024.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -989052.750000 Penalty: 4528.747070
	Iteration 13Q: 3 clusters Score -989052.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -989076.312500 Penalty: 4528.747070
	Iteration 14Q: 3 clusters Score -989076.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -989095.625000 Penalty: 4528.747070
	Iteration 15Q: 3 clusters Score -989095.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -989105.062500 Penalty: 4528.747070
	Iteration 16Q: 3 clusters Score -989105.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -989117.000000 Penalty: 4528.747070
	Iteration 17Q: 3 clusters Score -989117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -989125.812500 Penalty: 4528.747070
	Iteration 18Q: 3 clusters Score -989125.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -989127.812500 Penalty: 4528.747070
	Iteration 19Q: 3 clusters Score -989127.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -989132.687500 Penalty: 4528.747070
	Iteration 20F: 3 clusters Score -989132.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -989142.187500 Penalty: 4528.747070
	Iteration 21Q: 3 clusters Score -989142.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -989144.375000 Penalty: 4528.747070
	Iteration 22Q: 3 clusters Score -989144.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -989148.500000 Penalty: 4528.747070
	Iteration 23Q: 3 clusters Score -989148.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -989152.562500 Penalty: 4528.747070
	Iteration 24Q: 3 clusters Score -989152.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -989154.250000 Penalty: 4528.747070
	Iteration 25Q: 3 clusters Score -989154.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -989158.875000 Penalty: 4528.747070
	Iteration 26Q: 3 clusters Score -989158.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -989162.937500 Penalty: 4528.747070
	Iteration 27Q: 3 clusters Score -989162.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -989169.250000 Penalty: 4528.747070
	Iteration 28Q: 3 clusters Score -989169.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -989173.500000 Penalty: 4528.747070
	Iteration 29Q: 3 clusters Score -989173.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -989178.437500 Penalty: 4528.747070
	Iteration 30Q: 3 clusters Score -989178.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -989181.375000 Penalty: 4528.747070
	Iteration 31Q: 3 clusters Score -989181.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -989188.187500 Penalty: 4528.747070
	Iteration 32Q: 3 clusters Score -989188.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -989197.500000 Penalty: 4528.747070
	Iteration 33Q: 3 clusters Score -989197.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -989204.500000 Penalty: 4528.747070
	Iteration 34Q: 3 clusters Score -989204.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -989212.250000 Penalty: 4528.747070
	Iteration 35Q: 3 clusters Score -989212.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -989228.125000 Penalty: 4528.747070
	Iteration 36Q: 3 clusters Score -989228.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -989246.312500 Penalty: 4528.747070
	Iteration 37Q: 3 clusters Score -989246.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -989269.062500 Penalty: 4528.747070
	Iteration 38Q: 3 clusters Score -989269.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -989304.437500 Penalty: 4528.747070
	Iteration 39Q: 3 clusters Score -989304.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -989361.687500 Penalty: 4528.747070
	Iteration 40F: 3 clusters Score -989361.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -989421.125000 Penalty: 4528.747070
	Iteration 41Q: 3 clusters Score -989421.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -989464.375000 Penalty: 4528.747070
	Iteration 42Q: 3 clusters Score -989464.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -989496.937500 Penalty: 4528.747070
	Iteration 43Q: 3 clusters Score -989496.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -989523.625000 Penalty: 4528.747070
	Iteration 44Q: 3 clusters Score -989523.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -989549.125000 Penalty: 4528.747070
	Iteration 45Q: 3 clusters Score -989549.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -989574.000000 Penalty: 4528.747070
	Iteration 46Q: 3 clusters Score -989574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -989596.812500 Penalty: 4528.747070
	Iteration 47Q: 3 clusters Score -989596.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -989612.187500 Penalty: 4528.747070
	Iteration 48Q: 3 clusters Score -989612.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -989627.875000 Penalty: 4528.747070
	Iteration 49Q: 3 clusters Score -989627.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -989641.812500 Penalty: 4528.747070
	Iteration 50Q: 3 clusters Score -989641.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -989661.125000 Penalty: 4528.747070
	Iteration 51Q: 3 clusters Score -989661.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -989678.312500 Penalty: 4528.747070
	Iteration 52Q: 3 clusters Score -989678.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -989700.937500 Penalty: 4528.747070
	Iteration 53Q: 3 clusters Score -989700.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -989724.000000 Penalty: 4528.747070
	Iteration 54Q: 3 clusters Score -989724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -989759.000000 Penalty: 4528.747070
	Iteration 55Q: 3 clusters Score -989759 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -989800.500000 Penalty: 4528.747070
	Iteration 56Q: 3 clusters Score -989800.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -989841.437500 Penalty: 4528.747070
	Iteration 57Q: 3 clusters Score -989841.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -989887.125000 Penalty: 4528.747070
	Iteration 58Q: 3 clusters Score -989887.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -989924.812500 Penalty: 4528.747070
	Iteration 59Q: 3 clusters Score -989924.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -989962.187500 Penalty: 4528.747070
	Iteration 60F: 3 clusters Score -989962.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -989990.625000 Penalty: 4528.747070
	Iteration 61Q: 3 clusters Score -989990.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -990005.687500 Penalty: 4528.747070
	Iteration 62Q: 3 clusters Score -990005.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -990021.937500 Penalty: 4528.747070
	Iteration 63Q: 3 clusters Score -990021.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -990040.312500 Penalty: 4528.747070
	Iteration 64Q: 3 clusters Score -990040.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -990052.250000 Penalty: 4528.747070
	Iteration 65Q: 3 clusters Score -990052.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -990066.000000 Penalty: 4528.747070
	Iteration 66Q: 3 clusters Score -990066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -990081.312500 Penalty: 4528.747070
	Iteration 67Q: 3 clusters Score -990081.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -990100.375000 Penalty: 4528.747070
	Iteration 68Q: 3 clusters Score -990100.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -990117.625000 Penalty: 4528.747070
	Iteration 69Q: 3 clusters Score -990117.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -990135.750000 Penalty: 4528.747070
	Iteration 70Q: 3 clusters Score -990135.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -990150.312500 Penalty: 4528.747070
	Iteration 71Q: 3 clusters Score -990150.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -990160.125000 Penalty: 4528.747070
	Iteration 72Q: 3 clusters Score -990160.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -990168.812500 Penalty: 4528.747070
	Iteration 73Q: 3 clusters Score -990168.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -990176.875000 Penalty: 4528.747070
	Iteration 74Q: 3 clusters Score -990176.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -990182.250000 Penalty: 4528.747070
	Iteration 75Q: 3 clusters Score -990182.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -990187.375000 Penalty: 4528.747070
	Iteration 76Q: 3 clusters Score -990187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -990187.625000 Penalty: 4528.747070
	Iteration 77Q: 3 clusters Score -990187.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -990189.187500 Penalty: 4528.747070
	Iteration 78Q: 3 clusters Score -990189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -990193.250000 Penalty: 4528.747070
	Iteration 79Q: 3 clusters Score -990193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -990195.750000 Penalty: 4528.747070
	Iteration 80F: 3 clusters Score -990195.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -990193.812500 Penalty: 4528.747070
	Iteration 81Q: 3 clusters Score -990193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -990192.250000 Penalty: 4528.747070
	Iteration 82Q: 3 clusters Score -990192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -990193.937500 Penalty: 4528.747070
	Iteration 83Q: 3 clusters Score -990193.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -990194.187500 Penalty: 4528.747070
	Iteration 84Q: 3 clusters Score -990194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -990195.187500 Penalty: 4528.747070
	Iteration 85Q: 3 clusters Score -990195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -990195.250000 Penalty: 4528.747070
	Iteration 86Q: 3 clusters Score -990195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -990195.250000 Penalty: 4528.747070
	Iteration 87Q: 3 clusters Score -990195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -990195.937500 Penalty: 4528.747070
	Iteration 88Q: 3 clusters Score -990195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -990197.125000 Penalty: 4528.747070
	Iteration 89Q: 3 clusters Score -990197.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -990197.125000 Penalty: 4528.747070
	Iteration 90F: 3 clusters Score -990197.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Entering Unmasked Estep 
Score: -499530.937500 Penalty: 2073.703857
	Iteration 0F: 2 clusters Score -499530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -495482.625000 Penalty: 4147.407715
	Iteration 0F: 3 clusters Score -495482.6 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -496378.093750 Penalty: 4147.407715
	Iteration 1F: 3 clusters Score -496378.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -496555.812500 Penalty: 4147.407715
	Iteration 2F: 3 clusters Score -496555.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -496662.968750 Penalty: 4147.407715
	Iteration 3Q: 3 clusters Score -496663 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -496743.281250 Penalty: 4147.407715
	Iteration 4Q: 3 clusters Score -496743.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -496799.750000 Penalty: 4147.407715
	Iteration 5Q: 3 clusters Score -496799.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -496837.812500 Penalty: 4147.407715
	Iteration 6Q: 3 clusters Score -496837.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -496866.062500 Penalty: 4147.407715
	Iteration 7Q: 3 clusters Score -496866.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -496898.375000 Penalty: 4147.407715
	Iteration 8Q: 3 clusters Score -496898.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -496932.937500 Penalty: 4147.407715
	Iteration 9Q: 3 clusters Score -496932.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -496956.906250 Penalty: 4147.407715
	Iteration 10Q: 3 clusters Score -496956.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -496976.312500 Penalty: 4147.407715
	Iteration 11Q: 3 clusters Score -496976.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -496991.500000 Penalty: 4147.407715
	Iteration 12Q: 3 clusters Score -496991.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -496999.906250 Penalty: 4147.407715
	Iteration 13Q: 3 clusters Score -496999.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -497007.750000 Penalty: 4147.407715
	Iteration 14Q: 3 clusters Score -497007.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -497016.750000 Penalty: 4147.407715
	Iteration 15Q: 3 clusters Score -497016.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -497022.718750 Penalty: 4147.407715
	Iteration 16Q: 3 clusters Score -497022.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -497029.000000 Penalty: 4147.407715
	Iteration 17Q: 3 clusters Score -497029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -497036.937500 Penalty: 4147.407715
	Iteration 18Q: 3 clusters Score -497036.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -497044.750000 Penalty: 4147.407715
	Iteration 19Q: 3 clusters Score -497044.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -497052.281250 Penalty: 4147.407715
	Iteration 20F: 3 clusters Score -497052.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -497057.625000 Penalty: 4147.407715
	Iteration 21Q: 3 clusters Score -497057.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -497061.375000 Penalty: 4147.407715
	Iteration 22Q: 3 clusters Score -497061.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -497068.375000 Penalty: 4147.407715
	Iteration 23Q: 3 clusters Score -497068.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -497073.937500 Penalty: 4147.407715
	Iteration 24Q: 3 clusters Score -497073.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -497078.562500 Penalty: 4147.407715
	Iteration 25Q: 3 clusters Score -497078.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -497084.062500 Penalty: 4147.407715
	Iteration 26Q: 3 clusters Score -497084.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -497088.562500 Penalty: 4147.407715
	Iteration 27Q: 3 clusters Score -497088.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -497091.093750 Penalty: 4147.407715
	Iteration 28Q: 3 clusters Score -497091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -497093.781250 Penalty: 4147.407715
	Iteration 29Q: 3 clusters Score -497093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -497094.812500 Penalty: 4147.407715
	Iteration 30Q: 3 clusters Score -497094.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -497095.937500 Penalty: 4147.407715
	Iteration 31Q: 3 clusters Score -497095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -497097.906250 Penalty: 4147.407715
	Iteration 32Q: 3 clusters Score -497097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -497098.187500 Penalty: 4147.407715
	Iteration 33Q: 3 clusters Score -497098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -497098.687500 Penalty: 4147.407715
	Iteration 34Q: 3 clusters Score -497098.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -497098.843750 Penalty: 4147.407715
	Iteration 35Q: 3 clusters Score -497098.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -497099.937500 Penalty: 4147.407715
	Iteration 36Q: 3 clusters Score -497099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -497100.906250 Penalty: 4147.407715
	Iteration 37Q: 3 clusters Score -497100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -497103.468750 Penalty: 4147.407715
	Iteration 38Q: 3 clusters Score -497103.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -497106.312500 Penalty: 4147.407715
	Iteration 39Q: 3 clusters Score -497106.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -497111.187500 Penalty: 4147.407715
	Iteration 40F: 3 clusters Score -497111.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -497112.593750 Penalty: 4147.407715
	Iteration 41Q: 3 clusters Score -497112.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -497113.343750 Penalty: 4147.407715
	Iteration 42Q: 3 clusters Score -497113.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -497114.312500 Penalty: 4147.407715
	Iteration 43Q: 3 clusters Score -497114.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -497114.375000 Penalty: 4147.407715
	Iteration 44Q: 3 clusters Score -497114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -497115.062500 Penalty: 4147.407715
	Iteration 45Q: 3 clusters Score -497115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -497116.812500 Penalty: 4147.407715
	Iteration 46Q: 3 clusters Score -497116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -497115.781250 Penalty: 4147.407715
	Iteration 47Q: 3 clusters Score -497115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -497115.906250 Penalty: 4147.407715
	Iteration 48Q: 3 clusters Score -497115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -497116.531250 Penalty: 4147.407715
	Iteration 49Q: 3 clusters Score -497116.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -497116.531250 Penalty: 4147.407715
	Iteration 50F: 3 clusters Score -497116.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (157958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157958 members 
Entering Unmasked Estep 
Score: -18826576.000000 Penalty: 2968.580811
	Iteration 0F: 2 clusters Score -1.882658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -18721920.000000 Penalty: 5937.161621
	Iteration 0F: 3 clusters Score -1.872192e+07 nChanged 75341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80699 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -18765736.000000 Penalty: 5937.161621
	Iteration 1F: 3 clusters Score -1.876574e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81375 members 
Mstep: Class 2 contains 76583 members 
Entering Unmasked Estep 
Score: -18766556.000000 Penalty: 5937.161621
	Iteration 2Q: 3 clusters Score -1.876656e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -18767608.000000 Penalty: 5937.161621
	Iteration 3Q: 3 clusters Score -1.876761e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84089 members 
Mstep: Class 2 contains 73869 members 
Entering Unmasked Estep 
Score: -18768672.000000 Penalty: 5937.161621
	Iteration 4Q: 3 clusters Score -1.876867e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86550 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -18769972.000000 Penalty: 5937.161621
	Iteration 5Q: 3 clusters Score -1.876997e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -18771974.000000 Penalty: 5937.161621
	Iteration 6Q: 3 clusters Score -1.877197e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95273 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -18774730.000000 Penalty: 5937.161621
	Iteration 7Q: 3 clusters Score -1.877473e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102397 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -18779378.000000 Penalty: 5937.161621
	Iteration 8F: 3 clusters Score -1.877938e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111626 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -18786074.000000 Penalty: 5937.161621
	Iteration 9F: 3 clusters Score -1.878607e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122186 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -18794674.000000 Penalty: 5937.161621
	Iteration 10F: 3 clusters Score -1.879467e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132664 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -18803644.000000 Penalty: 5937.161621
	Iteration 11F: 3 clusters Score -1.880364e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141217 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -18811078.000000 Penalty: 5937.161621
	Iteration 12F: 3 clusters Score -1.881108e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147268 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -18816540.000000 Penalty: 5937.161621
	Iteration 13Q: 3 clusters Score -1.881654e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151367 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -18820006.000000 Penalty: 5937.161621
	Iteration 14Q: 3 clusters Score -1.882001e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153891 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -18821758.000000 Penalty: 5937.161621
	Iteration 15Q: 3 clusters Score -1.882176e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155329 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -18822824.000000 Penalty: 5937.161621
	Iteration 16Q: 3 clusters Score -1.882282e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156151 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -18823358.000000 Penalty: 5937.161621
	Iteration 17Q: 3 clusters Score -1.882336e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156577 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -18823644.000000 Penalty: 5937.161621
	Iteration 18Q: 3 clusters Score -1.882364e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156831 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -18823822.000000 Penalty: 5937.161621
	Iteration 19Q: 3 clusters Score -1.882382e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156964 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -18823856.000000 Penalty: 5937.161621
	Iteration 20F: 3 clusters Score -1.882386e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157054 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -18823932.000000 Penalty: 5937.161621
	Iteration 21Q: 3 clusters Score -1.882393e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -18823958.000000 Penalty: 5937.161621
	Iteration 22Q: 3 clusters Score -1.882396e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157157 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -18823984.000000 Penalty: 5937.161621
	Iteration 23Q: 3 clusters Score -1.882398e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157187 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -18824014.000000 Penalty: 5937.161621
	Iteration 24Q: 3 clusters Score -1.882401e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157214 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -18824000.000000 Penalty: 5937.161621
	Iteration 25Q: 3 clusters Score -1.8824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157230 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -18824004.000000 Penalty: 5937.161621
	Iteration 26Q: 3 clusters Score -1.8824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157240 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -18824044.000000 Penalty: 5937.161621
	Iteration 27Q: 3 clusters Score -1.882404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157247 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -18824032.000000 Penalty: 5937.161621
	Iteration 28Q: 3 clusters Score -1.882403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157257 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -18824026.000000 Penalty: 5937.161621
	Iteration 29Q: 3 clusters Score -1.882403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157260 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -18824034.000000 Penalty: 5937.161621
	Iteration 30Q: 3 clusters Score -1.882403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157266 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -18824026.000000 Penalty: 5937.161621
	Iteration 31Q: 3 clusters Score -1.882403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157269 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -18824026.000000 Penalty: 5937.161621
	Iteration 32Q: 3 clusters Score -1.882403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157274 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -18824012.000000 Penalty: 5937.161621
	Iteration 33Q: 3 clusters Score -1.882401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157275 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -18824006.000000 Penalty: 5937.161621
	Iteration 34Q: 3 clusters Score -1.882401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157277 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -18824020.000000 Penalty: 5937.161621
	Iteration 35Q: 3 clusters Score -1.882402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157278 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -18824024.000000 Penalty: 5937.161621
	Iteration 36Q: 3 clusters Score -1.882402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157279 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -18824024.000000 Penalty: 5937.161621
	Iteration 37Q: 3 clusters Score -1.882402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157280 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -18824032.000000 Penalty: 5937.161621
	Iteration 38Q: 3 clusters Score -1.882403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157281 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18824036.000000 Penalty: 5937.161621
	Iteration 39Q: 3 clusters Score -1.882404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157280 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -18824034.000000 Penalty: 5937.161621
	Iteration 40F: 3 clusters Score -1.882403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157281 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18824028.000000 Penalty: 5937.161621
	Iteration 41Q: 3 clusters Score -1.882403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157281 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18824028.000000 Penalty: 5937.161621
	Iteration 42F: 3 clusters Score -1.882403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Entering Unmasked Estep 
Score: -2388091.000000 Penalty: 2460.805664
	Iteration 0F: 2 clusters Score -2388091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2373735.500000 Penalty: 4921.611328
	Iteration 0F: 3 clusters Score -2373736 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2378412.500000 Penalty: 4921.611328
	Iteration 1F: 3 clusters Score -2378412 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2378765.000000 Penalty: 4921.611328
	Iteration 2F: 3 clusters Score -2378765 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2379067.500000 Penalty: 4921.611328
	Iteration 3Q: 3 clusters Score -2379068 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2379371.750000 Penalty: 4921.611328
	Iteration 4Q: 3 clusters Score -2379372 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2379630.750000 Penalty: 4921.611328
	Iteration 5Q: 3 clusters Score -2379631 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2379902.750000 Penalty: 4921.611328
	Iteration 6Q: 3 clusters Score -2379903 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2380222.500000 Penalty: 4921.611328
	Iteration 7Q: 3 clusters Score -2380222 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2380613.500000 Penalty: 4921.611328
	Iteration 8Q: 3 clusters Score -2380614 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2381088.500000 Penalty: 4921.611328
	Iteration 9Q: 3 clusters Score -2381088 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2381718.250000 Penalty: 4921.611328
	Iteration 10F: 3 clusters Score -2381718 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2382453.250000 Penalty: 4921.611328
	Iteration 11F: 3 clusters Score -2382453 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2383262.000000 Penalty: 4921.611328
	Iteration 12F: 3 clusters Score -2383262 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2384074.000000 Penalty: 4921.611328
	Iteration 13F: 3 clusters Score -2384074 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2384822.750000 Penalty: 4921.611328
	Iteration 14Q: 3 clusters Score -2384823 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2385405.750000 Penalty: 4921.611328
	Iteration 15Q: 3 clusters Score -2385406 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2385780.500000 Penalty: 4921.611328
	Iteration 16Q: 3 clusters Score -2385780 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2386004.000000 Penalty: 4921.611328
	Iteration 17Q: 3 clusters Score -2386004 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2386122.250000 Penalty: 4921.611328
	Iteration 18Q: 3 clusters Score -2386122 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2386200.500000 Penalty: 4921.611328
	Iteration 19Q: 3 clusters Score -2386200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2386273.250000 Penalty: 4921.611328
	Iteration 20F: 3 clusters Score -2386273 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2386305.000000 Penalty: 4921.611328
	Iteration 21Q: 3 clusters Score -2386305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2386325.500000 Penalty: 4921.611328
	Iteration 22Q: 3 clusters Score -2386326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2386336.500000 Penalty: 4921.611328
	Iteration 23Q: 3 clusters Score -2386336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2386339.750000 Penalty: 4921.611328
	Iteration 24Q: 3 clusters Score -2386340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2386339.250000 Penalty: 4921.611328
	Iteration 25Q: 3 clusters Score -2386339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2386338.250000 Penalty: 4921.611328
	Iteration 26Q: 3 clusters Score -2386338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2386338.250000 Penalty: 4921.611328
	Iteration 27Q: 3 clusters Score -2386338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2386338.500000 Penalty: 4921.611328
	Iteration 28Q: 3 clusters Score -2386338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2386338.500000 Penalty: 4921.611328
	Iteration 29F: 3 clusters Score -2386338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Entering Unmasked Estep 
Score: -1961351.875000 Penalty: 2411.671143
	Iteration 0F: 2 clusters Score -1961352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1949373.625000 Penalty: 4823.342285
	Iteration 0F: 3 clusters Score -1949374 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1953326.875000 Penalty: 4823.342285
	Iteration 1F: 3 clusters Score -1953327 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1953726.000000 Penalty: 4823.342285
	Iteration 2F: 3 clusters Score -1953726 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1954088.250000 Penalty: 4823.342285
	Iteration 3Q: 3 clusters Score -1954088 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1954434.125000 Penalty: 4823.342285
	Iteration 4Q: 3 clusters Score -1954434 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1954805.750000 Penalty: 4823.342285
	Iteration 5Q: 3 clusters Score -1954806 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1955210.125000 Penalty: 4823.342285
	Iteration 6Q: 3 clusters Score -1955210 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1955599.000000 Penalty: 4823.342285
	Iteration 7Q: 3 clusters Score -1955599 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1956051.875000 Penalty: 4823.342285
	Iteration 8Q: 3 clusters Score -1956052 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1956501.375000 Penalty: 4823.342285
	Iteration 9Q: 3 clusters Score -1956501 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1956919.875000 Penalty: 4823.342285
	Iteration 10Q: 3 clusters Score -1956920 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1957309.000000 Penalty: 4823.342285
	Iteration 11Q: 3 clusters Score -1957309 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1957620.750000 Penalty: 4823.342285
	Iteration 12Q: 3 clusters Score -1957621 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1957927.375000 Penalty: 4823.342285
	Iteration 13Q: 3 clusters Score -1957927 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1958203.625000 Penalty: 4823.342285
	Iteration 14Q: 3 clusters Score -1958204 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1958428.375000 Penalty: 4823.342285
	Iteration 15Q: 3 clusters Score -1958428 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1958639.375000 Penalty: 4823.342285
	Iteration 16Q: 3 clusters Score -1958639 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1958808.500000 Penalty: 4823.342285
	Iteration 17Q: 3 clusters Score -1958808 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1958965.375000 Penalty: 4823.342285
	Iteration 18Q: 3 clusters Score -1958965 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1959103.250000 Penalty: 4823.342285
	Iteration 19Q: 3 clusters Score -1959103 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1959219.500000 Penalty: 4823.342285
	Iteration 20F: 3 clusters Score -1959220 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1959352.375000 Penalty: 4823.342285
	Iteration 21Q: 3 clusters Score -1959352 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1959425.750000 Penalty: 4823.342285
	Iteration 22Q: 3 clusters Score -1959426 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1959488.750000 Penalty: 4823.342285
	Iteration 23Q: 3 clusters Score -1959489 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1959527.625000 Penalty: 4823.342285
	Iteration 24Q: 3 clusters Score -1959528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1959552.750000 Penalty: 4823.342285
	Iteration 25Q: 3 clusters Score -1959553 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1959563.125000 Penalty: 4823.342285
	Iteration 26Q: 3 clusters Score -1959563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1959572.625000 Penalty: 4823.342285
	Iteration 27Q: 3 clusters Score -1959573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1959588.250000 Penalty: 4823.342285
	Iteration 28Q: 3 clusters Score -1959588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1959592.125000 Penalty: 4823.342285
	Iteration 29Q: 3 clusters Score -1959592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1959610.875000 Penalty: 4823.342285
	Iteration 30Q: 3 clusters Score -1959611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1959610.625000 Penalty: 4823.342285
	Iteration 31Q: 3 clusters Score -1959611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1959617.250000 Penalty: 4823.342285
	Iteration 32Q: 3 clusters Score -1959617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1959618.750000 Penalty: 4823.342285
	Iteration 33Q: 3 clusters Score -1959619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1959620.500000 Penalty: 4823.342285
	Iteration 34Q: 3 clusters Score -1959620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1959619.750000 Penalty: 4823.342285
	Iteration 35Q: 3 clusters Score -1959620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1959619.625000 Penalty: 4823.342285
	Iteration 36Q: 3 clusters Score -1959620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1959623.875000 Penalty: 4823.342285
	Iteration 37Q: 3 clusters Score -1959624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1959626.250000 Penalty: 4823.342285
	Iteration 38Q: 3 clusters Score -1959626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1959624.875000 Penalty: 4823.342285
	Iteration 39Q: 3 clusters Score -1959625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1959623.875000 Penalty: 4823.342285
	Iteration 40F: 3 clusters Score -1959624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1959625.375000 Penalty: 4823.342285
	Iteration 41Q: 3 clusters Score -1959625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1959623.750000 Penalty: 4823.342285
	Iteration 42Q: 3 clusters Score -1959624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1959625.125000 Penalty: 4823.342285
	Iteration 43Q: 3 clusters Score -1959625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1959625.125000 Penalty: 4823.342285
	Iteration 44F: 3 clusters Score -1959625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Entering Unmasked Estep 
Score: -569774.000000 Penalty: 2097.024170
	Iteration 0F: 2 clusters Score -569774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -565403.562500 Penalty: 4194.048340
	Iteration 0F: 3 clusters Score -565403.6 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -566401.500000 Penalty: 4194.048340
	Iteration 1F: 3 clusters Score -566401.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -566618.312500 Penalty: 4194.048340
	Iteration 2F: 3 clusters Score -566618.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -566735.750000 Penalty: 4194.048340
	Iteration 3Q: 3 clusters Score -566735.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -566804.000000 Penalty: 4194.048340
	Iteration 4Q: 3 clusters Score -566804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -566849.875000 Penalty: 4194.048340
	Iteration 5Q: 3 clusters Score -566849.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -566876.312500 Penalty: 4194.048340
	Iteration 6Q: 3 clusters Score -566876.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -566895.125000 Penalty: 4194.048340
	Iteration 7Q: 3 clusters Score -566895.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -566906.500000 Penalty: 4194.048340
	Iteration 8Q: 3 clusters Score -566906.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -566918.062500 Penalty: 4194.048340
	Iteration 9Q: 3 clusters Score -566918.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -566931.062500 Penalty: 4194.048340
	Iteration 10Q: 3 clusters Score -566931.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -566945.687500 Penalty: 4194.048340
	Iteration 11Q: 3 clusters Score -566945.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -566958.750000 Penalty: 4194.048340
	Iteration 12Q: 3 clusters Score -566958.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -566971.187500 Penalty: 4194.048340
	Iteration 13Q: 3 clusters Score -566971.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -566982.875000 Penalty: 4194.048340
	Iteration 14Q: 3 clusters Score -566982.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -566992.125000 Penalty: 4194.048340
	Iteration 15Q: 3 clusters Score -566992.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -566998.687500 Penalty: 4194.048340
	Iteration 16Q: 3 clusters Score -566998.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -567005.750000 Penalty: 4194.048340
	Iteration 17Q: 3 clusters Score -567005.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -567017.187500 Penalty: 4194.048340
	Iteration 18Q: 3 clusters Score -567017.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -567022.062500 Penalty: 4194.048340
	Iteration 19Q: 3 clusters Score -567022.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -567027.000000 Penalty: 4194.048340
	Iteration 20F: 3 clusters Score -567027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -567032.687500 Penalty: 4194.048340
	Iteration 21Q: 3 clusters Score -567032.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -567039.000000 Penalty: 4194.048340
	Iteration 22Q: 3 clusters Score -567039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -567046.062500 Penalty: 4194.048340
	Iteration 23Q: 3 clusters Score -567046.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -567052.062500 Penalty: 4194.048340
	Iteration 24Q: 3 clusters Score -567052.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -567062.000000 Penalty: 4194.048340
	Iteration 25Q: 3 clusters Score -567062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -567070.875000 Penalty: 4194.048340
	Iteration 26Q: 3 clusters Score -567070.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -567078.937500 Penalty: 4194.048340
	Iteration 27Q: 3 clusters Score -567078.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -567086.437500 Penalty: 4194.048340
	Iteration 28Q: 3 clusters Score -567086.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -567096.437500 Penalty: 4194.048340
	Iteration 29Q: 3 clusters Score -567096.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -567103.562500 Penalty: 4194.048340
	Iteration 30Q: 3 clusters Score -567103.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -567112.187500 Penalty: 4194.048340
	Iteration 31Q: 3 clusters Score -567112.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -567122.437500 Penalty: 4194.048340
	Iteration 32Q: 3 clusters Score -567122.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -567130.500000 Penalty: 4194.048340
	Iteration 33Q: 3 clusters Score -567130.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -567136.812500 Penalty: 4194.048340
	Iteration 34Q: 3 clusters Score -567136.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -567144.625000 Penalty: 4194.048340
	Iteration 35Q: 3 clusters Score -567144.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -567157.500000 Penalty: 4194.048340
	Iteration 36Q: 3 clusters Score -567157.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -567171.500000 Penalty: 4194.048340
	Iteration 37Q: 3 clusters Score -567171.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -567182.437500 Penalty: 4194.048340
	Iteration 38Q: 3 clusters Score -567182.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -567194.500000 Penalty: 4194.048340
	Iteration 39Q: 3 clusters Score -567194.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -567211.500000 Penalty: 4194.048340
	Iteration 40F: 3 clusters Score -567211.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -567233.625000 Penalty: 4194.048340
	Iteration 41Q: 3 clusters Score -567233.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -567260.250000 Penalty: 4194.048340
	Iteration 42Q: 3 clusters Score -567260.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -567289.562500 Penalty: 4194.048340
	Iteration 43Q: 3 clusters Score -567289.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -567328.062500 Penalty: 4194.048340
	Iteration 44Q: 3 clusters Score -567328.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -567365.875000 Penalty: 4194.048340
	Iteration 45Q: 3 clusters Score -567365.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -567395.937500 Penalty: 4194.048340
	Iteration 46Q: 3 clusters Score -567395.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -567432.875000 Penalty: 4194.048340
	Iteration 47Q: 3 clusters Score -567432.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -567476.812500 Penalty: 4194.048340
	Iteration 48Q: 3 clusters Score -567476.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -567518.125000 Penalty: 4194.048340
	Iteration 49Q: 3 clusters Score -567518.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -567570.562500 Penalty: 4194.048340
	Iteration 50Q: 3 clusters Score -567570.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -567615.500000 Penalty: 4194.048340
	Iteration 51Q: 3 clusters Score -567615.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -567655.500000 Penalty: 4194.048340
	Iteration 52Q: 3 clusters Score -567655.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -567696.312500 Penalty: 4194.048340
	Iteration 53Q: 3 clusters Score -567696.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -567733.250000 Penalty: 4194.048340
	Iteration 54Q: 3 clusters Score -567733.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -567765.937500 Penalty: 4194.048340
	Iteration 55Q: 3 clusters Score -567765.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -567796.562500 Penalty: 4194.048340
	Iteration 56Q: 3 clusters Score -567796.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -567820.687500 Penalty: 4194.048340
	Iteration 57Q: 3 clusters Score -567820.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -567843.375000 Penalty: 4194.048340
	Iteration 58Q: 3 clusters Score -567843.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -567871.875000 Penalty: 4194.048340
	Iteration 59Q: 3 clusters Score -567871.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -567896.937500 Penalty: 4194.048340
	Iteration 60F: 3 clusters Score -567896.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -567917.375000 Penalty: 4194.048340
	Iteration 61Q: 3 clusters Score -567917.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -567935.625000 Penalty: 4194.048340
	Iteration 62Q: 3 clusters Score -567935.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -567949.062500 Penalty: 4194.048340
	Iteration 63Q: 3 clusters Score -567949.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -567961.250000 Penalty: 4194.048340
	Iteration 64Q: 3 clusters Score -567961.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -567967.250000 Penalty: 4194.048340
	Iteration 65Q: 3 clusters Score -567967.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -567975.375000 Penalty: 4194.048340
	Iteration 66Q: 3 clusters Score -567975.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -567980.000000 Penalty: 4194.048340
	Iteration 67Q: 3 clusters Score -567980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -567985.750000 Penalty: 4194.048340
	Iteration 68Q: 3 clusters Score -567985.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -567991.187500 Penalty: 4194.048340
	Iteration 69Q: 3 clusters Score -567991.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -567993.187500 Penalty: 4194.048340
	Iteration 70Q: 3 clusters Score -567993.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -567996.187500 Penalty: 4194.048340
	Iteration 71Q: 3 clusters Score -567996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -567997.937500 Penalty: 4194.048340
	Iteration 72Q: 3 clusters Score -567997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -567998.875000 Penalty: 4194.048340
	Iteration 73Q: 3 clusters Score -567998.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -567999.812500 Penalty: 4194.048340
	Iteration 74Q: 3 clusters Score -567999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -567999.875000 Penalty: 4194.048340
	Iteration 75Q: 3 clusters Score -567999.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -568000.562500 Penalty: 4194.048340
	Iteration 76Q: 3 clusters Score -568000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -568001.625000 Penalty: 4194.048340
	Iteration 77Q: 3 clusters Score -568001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -568002.500000 Penalty: 4194.048340
	Iteration 78Q: 3 clusters Score -568002.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -568002.500000 Penalty: 4194.048340
	Iteration 79F: 3 clusters Score -568002.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -78016.023438 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -78016.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76340.937500 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -76340.94 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76851.859375 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -76851.86 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -77092.507812 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -77092.51 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -77281.437500 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -77281.44 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -77411.820312 Penalty: 3333.827148
	Iteration 4F: 3 clusters Score -77411.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -77469.781250 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -77469.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -77501.718750 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -77501.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -77523.312500 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -77523.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -77544.367188 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -77544.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -77564.796875 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -77564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -77567.351562 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -77567.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -77569.437500 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -77569.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -77570.234375 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -77570.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -77570.234375 Penalty: 3333.827148
	Iteration 13F: 3 clusters Score -77570.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Entering Unmasked Estep 
Score: -1099281.125000 Penalty: 2263.270020
	Iteration 0F: 2 clusters Score -1099281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1092118.500000 Penalty: 4526.540039
	Iteration 0F: 3 clusters Score -1092118 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1094113.750000 Penalty: 4526.540039
	Iteration 1F: 3 clusters Score -1094114 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1094426.250000 Penalty: 4526.540039
	Iteration 2F: 3 clusters Score -1094426 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1094710.250000 Penalty: 4526.540039
	Iteration 3F: 3 clusters Score -1094710 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1094989.500000 Penalty: 4526.540039
	Iteration 4F: 3 clusters Score -1094990 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1095271.750000 Penalty: 4526.540039
	Iteration 5F: 3 clusters Score -1095272 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1095571.375000 Penalty: 4526.540039
	Iteration 6F: 3 clusters Score -1095571 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1095836.375000 Penalty: 4526.540039
	Iteration 7Q: 3 clusters Score -1095836 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1096090.125000 Penalty: 4526.540039
	Iteration 8Q: 3 clusters Score -1096090 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1096337.625000 Penalty: 4526.540039
	Iteration 9Q: 3 clusters Score -1096338 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1096545.875000 Penalty: 4526.540039
	Iteration 10Q: 3 clusters Score -1096546 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1096694.750000 Penalty: 4526.540039
	Iteration 11Q: 3 clusters Score -1096695 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1096822.125000 Penalty: 4526.540039
	Iteration 12Q: 3 clusters Score -1096822 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1096936.000000 Penalty: 4526.540039
	Iteration 13Q: 3 clusters Score -1096936 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1097038.750000 Penalty: 4526.540039
	Iteration 14Q: 3 clusters Score -1097039 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1097133.250000 Penalty: 4526.540039
	Iteration 15Q: 3 clusters Score -1097133 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1097214.625000 Penalty: 4526.540039
	Iteration 16Q: 3 clusters Score -1097215 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1097268.500000 Penalty: 4526.540039
	Iteration 17Q: 3 clusters Score -1097268 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1097312.500000 Penalty: 4526.540039
	Iteration 18Q: 3 clusters Score -1097312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1097350.625000 Penalty: 4526.540039
	Iteration 19Q: 3 clusters Score -1097351 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1097379.750000 Penalty: 4526.540039
	Iteration 20F: 3 clusters Score -1097380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1097401.625000 Penalty: 4526.540039
	Iteration 21Q: 3 clusters Score -1097402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1097410.000000 Penalty: 4526.540039
	Iteration 22Q: 3 clusters Score -1097410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1097416.875000 Penalty: 4526.540039
	Iteration 23Q: 3 clusters Score -1097417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1097424.375000 Penalty: 4526.540039
	Iteration 24Q: 3 clusters Score -1097424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1097428.125000 Penalty: 4526.540039
	Iteration 25Q: 3 clusters Score -1097428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1097437.625000 Penalty: 4526.540039
	Iteration 26Q: 3 clusters Score -1097438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1097440.250000 Penalty: 4526.540039
	Iteration 27Q: 3 clusters Score -1097440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1097447.500000 Penalty: 4526.540039
	Iteration 28Q: 3 clusters Score -1097448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1097448.000000 Penalty: 4526.540039
	Iteration 29Q: 3 clusters Score -1097448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1097452.750000 Penalty: 4526.540039
	Iteration 30Q: 3 clusters Score -1097453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1097452.375000 Penalty: 4526.540039
	Iteration 31Q: 3 clusters Score -1097452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1097455.250000 Penalty: 4526.540039
	Iteration 32Q: 3 clusters Score -1097455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1097461.125000 Penalty: 4526.540039
	Iteration 33Q: 3 clusters Score -1097461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1097462.000000 Penalty: 4526.540039
	Iteration 34Q: 3 clusters Score -1097462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1097467.125000 Penalty: 4526.540039
	Iteration 35Q: 3 clusters Score -1097467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1097468.750000 Penalty: 4526.540039
	Iteration 36Q: 3 clusters Score -1097469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1097471.375000 Penalty: 4526.540039
	Iteration 37Q: 3 clusters Score -1097471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1097475.750000 Penalty: 4526.540039
	Iteration 38Q: 3 clusters Score -1097476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1097472.875000 Penalty: 4526.540039
	Iteration 39Q: 3 clusters Score -1097473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1097474.250000 Penalty: 4526.540039
	Iteration 40F: 3 clusters Score -1097474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (39679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Entering Unmasked Estep 
Score: -4732379.000000 Penalty: 2625.967285
	Iteration 0F: 2 clusters Score -4732379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -4705376.000000 Penalty: 5251.934570
	Iteration 0F: 3 clusters Score -4705376 nChanged 18172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -4715442.500000 Penalty: 5251.934570
	Iteration 1F: 3 clusters Score -4715442 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4715912.000000 Penalty: 5251.934570
	Iteration 2Q: 3 clusters Score -4715912 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -4716313.000000 Penalty: 5251.934570
	Iteration 3Q: 3 clusters Score -4716313 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -4716745.000000 Penalty: 5251.934570
	Iteration 4Q: 3 clusters Score -4716745 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -4717242.500000 Penalty: 5251.934570
	Iteration 5Q: 3 clusters Score -4717242 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -4717746.500000 Penalty: 5251.934570
	Iteration 6Q: 3 clusters Score -4717746 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -4718333.000000 Penalty: 5251.934570
	Iteration 7Q: 3 clusters Score -4718333 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -4718958.500000 Penalty: 5251.934570
	Iteration 8Q: 3 clusters Score -4718958 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -4719812.000000 Penalty: 5251.934570
	Iteration 9Q: 3 clusters Score -4719812 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -4720821.000000 Penalty: 5251.934570
	Iteration 10Q: 3 clusters Score -4720821 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4722051.000000 Penalty: 5251.934570
	Iteration 11F: 3 clusters Score -4722051 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -4723296.000000 Penalty: 5251.934570
	Iteration 12F: 3 clusters Score -4723296 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4724440.500000 Penalty: 5251.934570
	Iteration 13Q: 3 clusters Score -4724440 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -4725311.500000 Penalty: 5251.934570
	Iteration 14Q: 3 clusters Score -4725312 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -4725829.500000 Penalty: 5251.934570
	Iteration 15Q: 3 clusters Score -4725830 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -4726125.500000 Penalty: 5251.934570
	Iteration 16Q: 3 clusters Score -4726126 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -4726372.500000 Penalty: 5251.934570
	Iteration 17Q: 3 clusters Score -4726372 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -4726601.500000 Penalty: 5251.934570
	Iteration 18Q: 3 clusters Score -4726602 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -4726822.000000 Penalty: 5251.934570
	Iteration 19Q: 3 clusters Score -4726822 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -4726982.500000 Penalty: 5251.934570
	Iteration 20F: 3 clusters Score -4726982 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4727077.000000 Penalty: 5251.934570
	Iteration 21Q: 3 clusters Score -4727077 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -4727164.000000 Penalty: 5251.934570
	Iteration 22Q: 3 clusters Score -4727164 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -4727228.500000 Penalty: 5251.934570
	Iteration 23Q: 3 clusters Score -4727228 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -4727272.000000 Penalty: 5251.934570
	Iteration 24Q: 3 clusters Score -4727272 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -4727310.000000 Penalty: 5251.934570
	Iteration 25Q: 3 clusters Score -4727310 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4727351.000000 Penalty: 5251.934570
	Iteration 26Q: 3 clusters Score -4727351 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -4727365.500000 Penalty: 5251.934570
	Iteration 27Q: 3 clusters Score -4727366 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -4727374.500000 Penalty: 5251.934570
	Iteration 28Q: 3 clusters Score -4727374 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -4727413.000000 Penalty: 5251.934570
	Iteration 29Q: 3 clusters Score -4727413 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -4727415.500000 Penalty: 5251.934570
	Iteration 30Q: 3 clusters Score -4727416 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -4727430.500000 Penalty: 5251.934570
	Iteration 31Q: 3 clusters Score -4727430 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -4727458.500000 Penalty: 5251.934570
	Iteration 32Q: 3 clusters Score -4727458 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -4727473.500000 Penalty: 5251.934570
	Iteration 33Q: 3 clusters Score -4727474 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -4727503.500000 Penalty: 5251.934570
	Iteration 34Q: 3 clusters Score -4727504 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -4727503.000000 Penalty: 5251.934570
	Iteration 35Q: 3 clusters Score -4727503 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -4727527.000000 Penalty: 5251.934570
	Iteration 36Q: 3 clusters Score -4727527 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -4727550.000000 Penalty: 5251.934570
	Iteration 37Q: 3 clusters Score -4727550 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4727552 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4727568 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4727577 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4727594 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4727592 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4727613 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4727612 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4727624 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4727650 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4727675 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4727687 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4727720 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4727732 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4727738 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4727782 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4727810 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4727826 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4727850 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4727891 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -4727924.500000 Penalty: 5251.934570
	Iteration 57Q: 3 clusters Score -4727924 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4727952 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4727968 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4727984 nChanged 195
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4727993 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4728010 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4728040 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4728066 nChanged 171
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Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4728084 nChanged 173
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Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4728120 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4728166 nChanged 159
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Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4728181 nChanged 169
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Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4728212 nChanged 173
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Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4728240 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4728257 nChanged 193
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Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4728296 nChanged 195
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Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4728340 nChanged 206
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Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4728345 nChanged 191
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Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4728367 nChanged 190
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Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4728398 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4728430 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4728468 nChanged 195
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4728482 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4728524 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4728584 nChanged 207
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4728634 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4728662 nChanged 208
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Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4728696 nChanged 199
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Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4728751 nChanged 201
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Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4728789 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4728832 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 32764 members 
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	Iteration 88Q: 3 clusters Score -4728862 nChanged 208
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Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4728906 nChanged 205
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Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4728926 nChanged 210
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4728994 nChanged 193
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Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4729048 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5916 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4729074 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4729096 nChanged 153
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Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4729130 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4729171 nChanged 155
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Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4729203 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4729222 nChanged 151
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Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4729250 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4729264 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4729303 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4729338 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4729354 nChanged 140
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Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4729386 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4729430 nChanged 123
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Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4729478 nChanged 137
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Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4729501 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4729523 nChanged 135
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Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4729541 nChanged 132
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Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4729603 nChanged 124
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Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4729624 nChanged 118
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Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4729652 nChanged 135
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Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4729699 nChanged 140
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Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4729760 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4729794 nChanged 96
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Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4729810 nChanged 98
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Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4729847 nChanged 104
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Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4729898 nChanged 78
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Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4729908.500000 Penalty: 5251.934570
	Iteration 119Q: 3 clusters Score -4729908 nChanged 79
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Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -4729925.000000 Penalty: 5251.934570
	Iteration 120F: 3 clusters Score -4729925 nChanged 68
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Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4729952 nChanged 64
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Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4729966 nChanged 41
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Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4729976 nChanged 47
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Mstep: Class 1 contains 2191 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4729988 nChanged 45
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Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4730003 nChanged 35
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Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -4730019.500000 Penalty: 5251.934570
	Iteration 126Q: 3 clusters Score -4730020 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4730026.500000 Penalty: 5251.934570
	Iteration 127Q: 3 clusters Score -4730026 nChanged 34
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Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4730029 nChanged 33
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Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -4730038.500000 Penalty: 5251.934570
	Iteration 129Q: 3 clusters Score -4730038 nChanged 33
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Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -4730050.000000 Penalty: 5251.934570
	Iteration 130Q: 3 clusters Score -4730050 nChanged 26
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Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -4730059.500000 Penalty: 5251.934570
	Iteration 131Q: 3 clusters Score -4730060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -4730053.500000 Penalty: 5251.934570
	Iteration 132Q: 3 clusters Score -4730054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -4730059.000000 Penalty: 5251.934570
	Iteration 133Q: 3 clusters Score -4730059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -4730061.000000 Penalty: 5251.934570
	Iteration 134Q: 3 clusters Score -4730061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -4730067.000000 Penalty: 5251.934570
	Iteration 135Q: 3 clusters Score -4730067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -4730071.000000 Penalty: 5251.934570
	Iteration 136Q: 3 clusters Score -4730071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -4730067.000000 Penalty: 5251.934570
	Iteration 137Q: 3 clusters Score -4730067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -4730073.000000 Penalty: 5251.934570
	Iteration 138Q: 3 clusters Score -4730073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -4730070.000000 Penalty: 5251.934570
	Iteration 139Q: 3 clusters Score -4730070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -4730078.500000 Penalty: 5251.934570
	Iteration 140F: 3 clusters Score -4730078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -4730085.000000 Penalty: 5251.934570
	Iteration 141Q: 3 clusters Score -4730085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -4730079.500000 Penalty: 5251.934570
	Iteration 142Q: 3 clusters Score -4730080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -4730077.500000 Penalty: 5251.934570
	Iteration 143Q: 3 clusters Score -4730078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -4730074.000000 Penalty: 5251.934570
	Iteration 144Q: 3 clusters Score -4730074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -4730078.000000 Penalty: 5251.934570
	Iteration 145Q: 3 clusters Score -4730078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -4730082.000000 Penalty: 5251.934570
	Iteration 146Q: 3 clusters Score -4730082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -4730080.500000 Penalty: 5251.934570
	Iteration 147Q: 3 clusters Score -4730080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -4730082.500000 Penalty: 5251.934570
	Iteration 148Q: 3 clusters Score -4730082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -4730079.000000 Penalty: 5251.934570
	Iteration 149Q: 3 clusters Score -4730079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -4730080.000000 Penalty: 5251.934570
	Iteration 150Q: 3 clusters Score -4730080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -4730082.500000 Penalty: 5251.934570
	Iteration 151Q: 3 clusters Score -4730082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -4730080.500000 Penalty: 5251.934570
	Iteration 152Q: 3 clusters Score -4730080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -4730084.000000 Penalty: 5251.934570
	Iteration 153Q: 3 clusters Score -4730084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -4730084.500000 Penalty: 5251.934570
	Iteration 154Q: 3 clusters Score -4730084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -4730082.000000 Penalty: 5251.934570
	Iteration 155Q: 3 clusters Score -4730082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -4730085.000000 Penalty: 5251.934570
	Iteration 156Q: 3 clusters Score -4730085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -4730082.000000 Penalty: 5251.934570
	Iteration 157Q: 3 clusters Score -4730082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -4730092.000000 Penalty: 5251.934570
	Iteration 158Q: 3 clusters Score -4730092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -4730087.000000 Penalty: 5251.934570
	Iteration 159Q: 3 clusters Score -4730087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -4730087.500000 Penalty: 5251.934570
	Iteration 160F: 3 clusters Score -4730088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 37106 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17347 members 
Mstep: Class 6 contains 10409 members 
Mstep: Class 7 contains 16488 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 12990 members 
Mstep: Class 10 contains 143137 members 
Mstep: Class 11 contains 41550 members 
Mstep: Class 12 contains 36482 members 
Mstep: Class 13 contains 15878 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174599 members 
Mstep: Class 16 contains 60292 members 
Mstep: Class 17 contains 198192 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152367 members 
Mstep: Class 21 contains 9233 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157958 members 
Mstep: Class 24 contains 20386 members 
Mstep: Class 25 contains 16722 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 39679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069296.000000 Penalty: 101497.804688
Iteration 359Q: 30 clusters Score -1.560693e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 37113 members 
Mstep: Class 3 contains 10064 members 
Mstep: Class 4 contains 95950 members 
Mstep: Class 5 contains 17341 members 
Mstep: Class 6 contains 10410 members 
Mstep: Class 7 contains 16481 members 
Mstep: Class 8 contains 3418 members 
Mstep: Class 9 contains 12993 members 
Mstep: Class 10 contains 143167 members 
Mstep: Class 11 contains 41550 members 
Mstep: Class 12 contains 36492 members 
Mstep: Class 13 contains 15805 members 
Mstep: Class 14 contains 34322 members 
Mstep: Class 15 contains 174580 members 
Mstep: Class 16 contains 60298 members 
Mstep: Class 17 contains 198208 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152326 members 
Mstep: Class 21 contains 9234 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157941 members 
Mstep: Class 24 contains 20382 members 
Mstep: Class 25 contains 16713 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 39803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069296.000000 Penalty: 101497.804688
Iteration 360F: 30 clusters Score -1.560693e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 37117 members 
Mstep: Class 3 contains 10051 members 
Mstep: Class 4 contains 95950 members 
Mstep: Class 5 contains 17341 members 
Mstep: Class 6 contains 10416 members 
Mstep: Class 7 contains 16477 members 
Mstep: Class 8 contains 3419 members 
Mstep: Class 9 contains 12992 members 
Mstep: Class 10 contains 143222 members 
Mstep: Class 11 contains 41547 members 
Mstep: Class 12 contains 36502 members 
Mstep: Class 13 contains 15748 members 
Mstep: Class 14 contains 34321 members 
Mstep: Class 15 contains 174552 members 
Mstep: Class 16 contains 60298 members 
Mstep: Class 17 contains 198221 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152267 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157929 members 
Mstep: Class 24 contains 20381 members 
Mstep: Class 25 contains 16710 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 39903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069488.000000 Penalty: 101497.804688
Iteration 361Q: 30 clusters Score -1.560695e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 37121 members 
Mstep: Class 3 contains 10031 members 
Mstep: Class 4 contains 95946 members 
Mstep: Class 5 contains 17337 members 
Mstep: Class 6 contains 10417 members 
Mstep: Class 7 contains 16470 members 
Mstep: Class 8 contains 3418 members 
Mstep: Class 9 contains 12992 members 
Mstep: Class 10 contains 143255 members 
Mstep: Class 11 contains 41547 members 
Mstep: Class 12 contains 36504 members 
Mstep: Class 13 contains 15698 members 
Mstep: Class 14 contains 34319 members 
Mstep: Class 15 contains 174528 members 
Mstep: Class 16 contains 60304 members 
Mstep: Class 17 contains 198233 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152226 members 
Mstep: Class 21 contains 9233 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157931 members 
Mstep: Class 24 contains 20380 members 
Mstep: Class 25 contains 16708 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 40003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069504.000000 Penalty: 101497.804688
Iteration 362Q: 30 clusters Score -1.560695e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 37124 members 
Mstep: Class 3 contains 10005 members 
Mstep: Class 4 contains 95948 members 
Mstep: Class 5 contains 17334 members 
Mstep: Class 6 contains 10424 members 
Mstep: Class 7 contains 16468 members 
Mstep: Class 8 contains 3418 members 
Mstep: Class 9 contains 12990 members 
Mstep: Class 10 contains 143283 members 
Mstep: Class 11 contains 41542 members 
Mstep: Class 12 contains 36508 members 
Mstep: Class 13 contains 15647 members 
Mstep: Class 14 contains 34321 members 
Mstep: Class 15 contains 174521 members 
Mstep: Class 16 contains 60314 members 
Mstep: Class 17 contains 198239 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152180 members 
Mstep: Class 21 contains 9233 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157928 members 
Mstep: Class 24 contains 20377 members 
Mstep: Class 25 contains 16709 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 40091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069600.000000 Penalty: 101497.804688
Iteration 363Q: 30 clusters Score -1.560696e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 37128 members 
Mstep: Class 3 contains 9973 members 
Mstep: Class 4 contains 95949 members 
Mstep: Class 5 contains 17335 members 
Mstep: Class 6 contains 10425 members 
Mstep: Class 7 contains 16466 members 
Mstep: Class 8 contains 3421 members 
Mstep: Class 9 contains 12990 members 
Mstep: Class 10 contains 143292 members 
Mstep: Class 11 contains 41538 members 
Mstep: Class 12 contains 36512 members 
Mstep: Class 13 contains 15608 members 
Mstep: Class 14 contains 34323 members 
Mstep: Class 15 contains 174513 members 
Mstep: Class 16 contains 60313 members 
Mstep: Class 17 contains 198239 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 152145 members 
Mstep: Class 21 contains 9235 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157931 members 
Mstep: Class 24 contains 20374 members 
Mstep: Class 25 contains 16710 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 40187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069600.000000 Penalty: 101497.804688
Iteration 364Q: 30 clusters Score -1.560696e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 37129 members 
Mstep: Class 3 contains 9948 members 
Mstep: Class 4 contains 95948 members 
Mstep: Class 5 contains 17334 members 
Mstep: Class 6 contains 10428 members 
Mstep: Class 7 contains 16464 members 
Mstep: Class 8 contains 3424 members 
Mstep: Class 9 contains 12987 members 
Mstep: Class 10 contains 143297 members 
Mstep: Class 11 contains 41536 members 
Mstep: Class 12 contains 36517 members 
Mstep: Class 13 contains 15574 members 
Mstep: Class 14 contains 34326 members 
Mstep: Class 15 contains 174508 members 
Mstep: Class 16 contains 60313 members 
Mstep: Class 17 contains 198240 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 152118 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157934 members 
Mstep: Class 24 contains 20371 members 
Mstep: Class 25 contains 16710 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 40270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069648.000000 Penalty: 101497.804688
Iteration 365Q: 30 clusters Score -1.560696e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 37129 members 
Mstep: Class 3 contains 9911 members 
Mstep: Class 4 contains 95948 members 
Mstep: Class 5 contains 17331 members 
Mstep: Class 6 contains 10433 members 
Mstep: Class 7 contains 16461 members 
Mstep: Class 8 contains 3426 members 
Mstep: Class 9 contains 12986 members 
Mstep: Class 10 contains 143303 members 
Mstep: Class 11 contains 41533 members 
Mstep: Class 12 contains 36519 members 
Mstep: Class 13 contains 15541 members 
Mstep: Class 14 contains 34325 members 
Mstep: Class 15 contains 174509 members 
Mstep: Class 16 contains 60311 members 
Mstep: Class 17 contains 198256 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 152103 members 
Mstep: Class 21 contains 9233 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157929 members 
Mstep: Class 24 contains 20372 members 
Mstep: Class 25 contains 16710 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 40343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069712.000000 Penalty: 101497.804688
Iteration 366Q: 30 clusters Score -1.560697e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 37131 members 
Mstep: Class 3 contains 9888 members 
Mstep: Class 4 contains 95948 members 
Mstep: Class 5 contains 17324 members 
Mstep: Class 6 contains 10437 members 
Mstep: Class 7 contains 16457 members 
Mstep: Class 8 contains 3428 members 
Mstep: Class 9 contains 12986 members 
Mstep: Class 10 contains 143307 members 
Mstep: Class 11 contains 41530 members 
Mstep: Class 12 contains 36522 members 
Mstep: Class 13 contains 15508 members 
Mstep: Class 14 contains 34320 members 
Mstep: Class 15 contains 174497 members 
Mstep: Class 16 contains 60312 members 
Mstep: Class 17 contains 198270 members 
Mstep: Class 18 contains 3426 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 152075 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157927 members 
Mstep: Class 24 contains 20374 members 
Mstep: Class 25 contains 16713 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 40428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069840.000000 Penalty: 101497.804688
Iteration 367Q: 30 clusters Score -1.560698e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 37137 members 
Mstep: Class 3 contains 9859 members 
Mstep: Class 4 contains 95949 members 
Mstep: Class 5 contains 17322 members 
Mstep: Class 6 contains 10443 members 
Mstep: Class 7 contains 16455 members 
Mstep: Class 8 contains 3429 members 
Mstep: Class 9 contains 12983 members 
Mstep: Class 10 contains 143304 members 
Mstep: Class 11 contains 41528 members 
Mstep: Class 12 contains 36524 members 
Mstep: Class 13 contains 15480 members 
Mstep: Class 14 contains 34319 members 
Mstep: Class 15 contains 174490 members 
Mstep: Class 16 contains 60312 members 
Mstep: Class 17 contains 198275 members 
Mstep: Class 18 contains 3426 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 152058 members 
Mstep: Class 21 contains 9231 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157919 members 
Mstep: Class 24 contains 20373 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 40507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069760.000000 Penalty: 101497.804688
Iteration 368Q: 30 clusters Score -1.560698e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 37140 members 
Mstep: Class 3 contains 9844 members 
Mstep: Class 4 contains 95948 members 
Mstep: Class 5 contains 17320 members 
Mstep: Class 6 contains 10445 members 
Mstep: Class 7 contains 16453 members 
Mstep: Class 8 contains 3432 members 
Mstep: Class 9 contains 12981 members 
Mstep: Class 10 contains 143309 members 
Mstep: Class 11 contains 41528 members 
Mstep: Class 12 contains 36531 members 
Mstep: Class 13 contains 15456 members 
Mstep: Class 14 contains 34318 members 
Mstep: Class 15 contains 174474 members 
Mstep: Class 16 contains 60315 members 
Mstep: Class 17 contains 198281 members 
Mstep: Class 18 contains 3425 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 152034 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157915 members 
Mstep: Class 24 contains 20373 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 40570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069792.000000 Penalty: 101497.804688
Iteration 369Q: 30 clusters Score -1.560698e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 37143 members 
Mstep: Class 3 contains 9829 members 
Mstep: Class 4 contains 95948 members 
Mstep: Class 5 contains 17320 members 
Mstep: Class 6 contains 10446 members 
Mstep: Class 7 contains 16453 members 
Mstep: Class 8 contains 3435 members 
Mstep: Class 9 contains 12980 members 
Mstep: Class 10 contains 143308 members 
Mstep: Class 11 contains 41527 members 
Mstep: Class 12 contains 36531 members 
Mstep: Class 13 contains 15440 members 
Mstep: Class 14 contains 34318 members 
Mstep: Class 15 contains 174471 members 
Mstep: Class 16 contains 60317 members 
Mstep: Class 17 contains 198282 members 
Mstep: Class 18 contains 3424 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 152014 members 
Mstep: Class 21 contains 9234 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157910 members 
Mstep: Class 24 contains 20370 members 
Mstep: Class 25 contains 16715 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 40628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069888.000000 Penalty: 101497.804688
Iteration 370Q: 30 clusters Score -1.560699e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 37144 members 
Mstep: Class 3 contains 9814 members 
Mstep: Class 4 contains 95948 members 
Mstep: Class 5 contains 17320 members 
Mstep: Class 6 contains 10448 members 
Mstep: Class 7 contains 16452 members 
Mstep: Class 8 contains 3440 members 
Mstep: Class 9 contains 12980 members 
Mstep: Class 10 contains 143319 members 
Mstep: Class 11 contains 41526 members 
Mstep: Class 12 contains 36534 members 
Mstep: Class 13 contains 15417 members 
Mstep: Class 14 contains 34318 members 
Mstep: Class 15 contains 174470 members 
Mstep: Class 16 contains 60319 members 
Mstep: Class 17 contains 198288 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151990 members 
Mstep: Class 21 contains 9230 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157897 members 
Mstep: Class 24 contains 20367 members 
Mstep: Class 25 contains 16713 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 40688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069776.000000 Penalty: 101497.804688
Iteration 371Q: 30 clusters Score -1.560698e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 37151 members 
Mstep: Class 3 contains 9795 members 
Mstep: Class 4 contains 95948 members 
Mstep: Class 5 contains 17323 members 
Mstep: Class 6 contains 10448 members 
Mstep: Class 7 contains 16451 members 
Mstep: Class 8 contains 3440 members 
Mstep: Class 9 contains 12978 members 
Mstep: Class 10 contains 143330 members 
Mstep: Class 11 contains 41522 members 
Mstep: Class 12 contains 36541 members 
Mstep: Class 13 contains 15400 members 
Mstep: Class 14 contains 34317 members 
Mstep: Class 15 contains 174474 members 
Mstep: Class 16 contains 60319 members 
Mstep: Class 17 contains 198290 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151963 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157887 members 
Mstep: Class 24 contains 20368 members 
Mstep: Class 25 contains 16711 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 40737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069808.000000 Penalty: 101497.804688
Iteration 372Q: 30 clusters Score -1.560698e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 37158 members 
Mstep: Class 3 contains 9768 members 
Mstep: Class 4 contains 95948 members 
Mstep: Class 5 contains 17324 members 
Mstep: Class 6 contains 10447 members 
Mstep: Class 7 contains 16449 members 
Mstep: Class 8 contains 3444 members 
Mstep: Class 9 contains 12977 members 
Mstep: Class 10 contains 143337 members 
Mstep: Class 11 contains 41521 members 
Mstep: Class 12 contains 36540 members 
Mstep: Class 13 contains 15388 members 
Mstep: Class 14 contains 34317 members 
Mstep: Class 15 contains 174471 members 
Mstep: Class 16 contains 60317 members 
Mstep: Class 17 contains 198295 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151935 members 
Mstep: Class 21 contains 9222 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157886 members 
Mstep: Class 24 contains 20368 members 
Mstep: Class 25 contains 16710 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 40795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069760.000000 Penalty: 101497.804688
Iteration 373Q: 30 clusters Score -1.560698e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 37168 members 
Mstep: Class 3 contains 9741 members 
Mstep: Class 4 contains 95949 members 
Mstep: Class 5 contains 17326 members 
Mstep: Class 6 contains 10447 members 
Mstep: Class 7 contains 16445 members 
Mstep: Class 8 contains 3451 members 
Mstep: Class 9 contains 12974 members 
Mstep: Class 10 contains 143352 members 
Mstep: Class 11 contains 41519 members 
Mstep: Class 12 contains 36544 members 
Mstep: Class 13 contains 15373 members 
Mstep: Class 14 contains 34315 members 
Mstep: Class 15 contains 174459 members 
Mstep: Class 16 contains 60321 members 
Mstep: Class 17 contains 198297 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151909 members 
Mstep: Class 21 contains 9214 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157879 members 
Mstep: Class 24 contains 20369 members 
Mstep: Class 25 contains 16709 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 40858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069664.000000 Penalty: 101497.804688
Iteration 374Q: 30 clusters Score -1.560697e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 37174 members 
Mstep: Class 3 contains 9727 members 
Mstep: Class 4 contains 95949 members 
Mstep: Class 5 contains 17326 members 
Mstep: Class 6 contains 10449 members 
Mstep: Class 7 contains 16444 members 
Mstep: Class 8 contains 3459 members 
Mstep: Class 9 contains 12973 members 
Mstep: Class 10 contains 143371 members 
Mstep: Class 11 contains 41516 members 
Mstep: Class 12 contains 36551 members 
Mstep: Class 13 contains 15357 members 
Mstep: Class 14 contains 34314 members 
Mstep: Class 15 contains 174442 members 
Mstep: Class 16 contains 60325 members 
Mstep: Class 17 contains 198298 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151889 members 
Mstep: Class 21 contains 9210 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157869 members 
Mstep: Class 24 contains 20367 members 
Mstep: Class 25 contains 16707 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 40905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069664.000000 Penalty: 101497.804688
Iteration 375Q: 30 clusters Score -1.560697e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 37180 members 
Mstep: Class 3 contains 9705 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17326 members 
Mstep: Class 6 contains 10449 members 
Mstep: Class 7 contains 16444 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 12970 members 
Mstep: Class 10 contains 143386 members 
Mstep: Class 11 contains 41513 members 
Mstep: Class 12 contains 36555 members 
Mstep: Class 13 contains 15348 members 
Mstep: Class 14 contains 34315 members 
Mstep: Class 15 contains 174428 members 
Mstep: Class 16 contains 60327 members 
Mstep: Class 17 contains 198298 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151864 members 
Mstep: Class 21 contains 9207 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157866 members 
Mstep: Class 24 contains 20367 members 
Mstep: Class 25 contains 16705 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 40961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069808.000000 Penalty: 101497.804688
Iteration 376Q: 30 clusters Score -1.560698e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 37183 members 
Mstep: Class 3 contains 9681 members 
Mstep: Class 4 contains 95952 members 
Mstep: Class 5 contains 17325 members 
Mstep: Class 6 contains 10449 members 
Mstep: Class 7 contains 16444 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12966 members 
Mstep: Class 10 contains 143394 members 
Mstep: Class 11 contains 41512 members 
Mstep: Class 12 contains 36556 members 
Mstep: Class 13 contains 15338 members 
Mstep: Class 14 contains 34316 members 
Mstep: Class 15 contains 174419 members 
Mstep: Class 16 contains 60327 members 
Mstep: Class 17 contains 198297 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151857 members 
Mstep: Class 21 contains 9205 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157862 members 
Mstep: Class 24 contains 20367 members 
Mstep: Class 25 contains 16707 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 41009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069664.000000 Penalty: 101497.804688
Iteration 377Q: 30 clusters Score -1.560697e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 37184 members 
Mstep: Class 3 contains 9663 members 
Mstep: Class 4 contains 95952 members 
Mstep: Class 5 contains 17326 members 
Mstep: Class 6 contains 10452 members 
Mstep: Class 7 contains 16444 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12960 members 
Mstep: Class 10 contains 143400 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 36559 members 
Mstep: Class 13 contains 15331 members 
Mstep: Class 14 contains 34317 members 
Mstep: Class 15 contains 174407 members 
Mstep: Class 16 contains 60328 members 
Mstep: Class 17 contains 198301 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151842 members 
Mstep: Class 21 contains 9203 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157867 members 
Mstep: Class 24 contains 20367 members 
Mstep: Class 25 contains 16708 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 41044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069744.000000 Penalty: 101497.804688
Iteration 378Q: 30 clusters Score -1.560697e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 37183 members 
Mstep: Class 3 contains 9650 members 
Mstep: Class 4 contains 95953 members 
Mstep: Class 5 contains 17328 members 
Mstep: Class 6 contains 10452 members 
Mstep: Class 7 contains 16443 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 12956 members 
Mstep: Class 10 contains 143412 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 36561 members 
Mstep: Class 13 contains 15325 members 
Mstep: Class 14 contains 34316 members 
Mstep: Class 15 contains 174394 members 
Mstep: Class 16 contains 60326 members 
Mstep: Class 17 contains 198305 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151827 members 
Mstep: Class 21 contains 9203 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157871 members 
Mstep: Class 24 contains 20367 members 
Mstep: Class 25 contains 16707 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 41073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069920.000000 Penalty: 101497.804688
Iteration 379Q: 30 clusters Score -1.560699e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 37186 members 
Mstep: Class 3 contains 9635 members 
Mstep: Class 4 contains 95954 members 
Mstep: Class 5 contains 17329 members 
Mstep: Class 6 contains 10452 members 
Mstep: Class 7 contains 16442 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 12955 members 
Mstep: Class 10 contains 143432 members 
Mstep: Class 11 contains 41509 members 
Mstep: Class 12 contains 36556 members 
Mstep: Class 13 contains 15320 members 
Mstep: Class 14 contains 34317 members 
Mstep: Class 15 contains 174387 members 
Mstep: Class 16 contains 60327 members 
Mstep: Class 17 contains 198306 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151808 members 
Mstep: Class 21 contains 9202 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157866 members 
Mstep: Class 24 contains 20367 members 
Mstep: Class 25 contains 16708 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 41103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070000.000000 Penalty: 101497.804688
Iteration 380F: 30 clusters Score -1.5607e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 37185 members 
Mstep: Class 3 contains 9620 members 
Mstep: Class 4 contains 95954 members 
Mstep: Class 5 contains 17328 members 
Mstep: Class 6 contains 10452 members 
Mstep: Class 7 contains 16441 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 12952 members 
Mstep: Class 10 contains 143449 members 
Mstep: Class 11 contains 41506 members 
Mstep: Class 12 contains 36556 members 
Mstep: Class 13 contains 15311 members 
Mstep: Class 14 contains 34317 members 
Mstep: Class 15 contains 174384 members 
Mstep: Class 16 contains 60328 members 
Mstep: Class 17 contains 198309 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151789 members 
Mstep: Class 21 contains 9201 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157869 members 
Mstep: Class 24 contains 20366 members 
Mstep: Class 25 contains 16708 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 41134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069808.000000 Penalty: 101497.804688
Iteration 381Q: 30 clusters Score -1.560698e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 37187 members 
Mstep: Class 3 contains 9600 members 
Mstep: Class 4 contains 95954 members 
Mstep: Class 5 contains 17328 members 
Mstep: Class 6 contains 10453 members 
Mstep: Class 7 contains 16440 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 12951 members 
Mstep: Class 10 contains 143461 members 
Mstep: Class 11 contains 41503 members 
Mstep: Class 12 contains 36556 members 
Mstep: Class 13 contains 15304 members 
Mstep: Class 14 contains 34318 members 
Mstep: Class 15 contains 174385 members 
Mstep: Class 16 contains 60328 members 
Mstep: Class 17 contains 198317 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151761 members 
Mstep: Class 21 contains 9199 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157875 members 
Mstep: Class 24 contains 20368 members 
Mstep: Class 25 contains 16707 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 41162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069904.000000 Penalty: 101497.804688
Iteration 382Q: 30 clusters Score -1.560699e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 37189 members 
Mstep: Class 3 contains 9585 members 
Mstep: Class 4 contains 95954 members 
Mstep: Class 5 contains 17327 members 
Mstep: Class 6 contains 10453 members 
Mstep: Class 7 contains 16442 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 12950 members 
Mstep: Class 10 contains 143468 members 
Mstep: Class 11 contains 41497 members 
Mstep: Class 12 contains 36557 members 
Mstep: Class 13 contains 15303 members 
Mstep: Class 14 contains 34318 members 
Mstep: Class 15 contains 174383 members 
Mstep: Class 16 contains 60330 members 
Mstep: Class 17 contains 198322 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151743 members 
Mstep: Class 21 contains 9198 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157879 members 
Mstep: Class 24 contains 20369 members 
Mstep: Class 25 contains 16705 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9193 members 
Mstep: Class 29 contains 41187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069792.000000 Penalty: 101497.804688
Iteration 383Q: 30 clusters Score -1.560698e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 37191 members 
Mstep: Class 3 contains 9572 members 
Mstep: Class 4 contains 95953 members 
Mstep: Class 5 contains 17329 members 
Mstep: Class 6 contains 10454 members 
Mstep: Class 7 contains 16443 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 12946 members 
Mstep: Class 10 contains 143477 members 
Mstep: Class 11 contains 41495 members 
Mstep: Class 12 contains 36562 members 
Mstep: Class 13 contains 15302 members 
Mstep: Class 14 contains 34317 members 
Mstep: Class 15 contains 174381 members 
Mstep: Class 16 contains 60330 members 
Mstep: Class 17 contains 198326 members 
Mstep: Class 18 contains 3425 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151720 members 
Mstep: Class 21 contains 9198 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157879 members 
Mstep: Class 24 contains 20371 members 
Mstep: Class 25 contains 16703 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9193 members 
Mstep: Class 29 contains 41207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069936.000000 Penalty: 101497.804688
Iteration 384Q: 30 clusters Score -1.560699e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 37192 members 
Mstep: Class 3 contains 9566 members 
Mstep: Class 4 contains 95952 members 
Mstep: Class 5 contains 17329 members 
Mstep: Class 6 contains 10453 members 
Mstep: Class 7 contains 16443 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143479 members 
Mstep: Class 11 contains 41493 members 
Mstep: Class 12 contains 36566 members 
Mstep: Class 13 contains 15299 members 
Mstep: Class 14 contains 34317 members 
Mstep: Class 15 contains 174384 members 
Mstep: Class 16 contains 60330 members 
Mstep: Class 17 contains 198330 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151705 members 
Mstep: Class 21 contains 9198 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157881 members 
Mstep: Class 24 contains 20371 members 
Mstep: Class 25 contains 16705 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9193 members 
Mstep: Class 29 contains 41221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069776.000000 Penalty: 101497.804688
Iteration 385Q: 30 clusters Score -1.560698e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 37192 members 
Mstep: Class 3 contains 9561 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17329 members 
Mstep: Class 6 contains 10453 members 
Mstep: Class 7 contains 16441 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 12943 members 
Mstep: Class 10 contains 143485 members 
Mstep: Class 11 contains 41492 members 
Mstep: Class 12 contains 36571 members 
Mstep: Class 13 contains 15290 members 
Mstep: Class 14 contains 34317 members 
Mstep: Class 15 contains 174388 members 
Mstep: Class 16 contains 60332 members 
Mstep: Class 17 contains 198335 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151694 members 
Mstep: Class 21 contains 9197 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157879 members 
Mstep: Class 24 contains 20371 members 
Mstep: Class 25 contains 16708 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9193 members 
Mstep: Class 29 contains 41229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069744.000000 Penalty: 101497.804688
Iteration 386Q: 30 clusters Score -1.560697e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 37192 members 
Mstep: Class 3 contains 9554 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17329 members 
Mstep: Class 6 contains 10453 members 
Mstep: Class 7 contains 16441 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 12943 members 
Mstep: Class 10 contains 143492 members 
Mstep: Class 11 contains 41489 members 
Mstep: Class 12 contains 36573 members 
Mstep: Class 13 contains 15280 members 
Mstep: Class 14 contains 34318 members 
Mstep: Class 15 contains 174393 members 
Mstep: Class 16 contains 60332 members 
Mstep: Class 17 contains 198339 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151688 members 
Mstep: Class 21 contains 9196 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157875 members 
Mstep: Class 24 contains 20371 members 
Mstep: Class 25 contains 16707 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069808.000000 Penalty: 101497.804688
Iteration 387Q: 30 clusters Score -1.560698e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 37192 members 
Mstep: Class 3 contains 9549 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17330 members 
Mstep: Class 6 contains 10457 members 
Mstep: Class 7 contains 16441 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143499 members 
Mstep: Class 11 contains 41489 members 
Mstep: Class 12 contains 36572 members 
Mstep: Class 13 contains 15267 members 
Mstep: Class 14 contains 34320 members 
Mstep: Class 15 contains 174390 members 
Mstep: Class 16 contains 60333 members 
Mstep: Class 17 contains 198333 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151686 members 
Mstep: Class 21 contains 9195 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157871 members 
Mstep: Class 24 contains 20371 members 
Mstep: Class 25 contains 16707 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069856.000000 Penalty: 101497.804688
Iteration 388Q: 30 clusters Score -1.560699e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 37192 members 
Mstep: Class 3 contains 9545 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17330 members 
Mstep: Class 6 contains 10458 members 
Mstep: Class 7 contains 16441 members 
Mstep: Class 8 contains 3468 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143501 members 
Mstep: Class 11 contains 41487 members 
Mstep: Class 12 contains 36574 members 
Mstep: Class 13 contains 15253 members 
Mstep: Class 14 contains 34322 members 
Mstep: Class 15 contains 174386 members 
Mstep: Class 16 contains 60335 members 
Mstep: Class 17 contains 198330 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151681 members 
Mstep: Class 21 contains 9194 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157868 members 
Mstep: Class 24 contains 20372 members 
Mstep: Class 25 contains 16707 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069760.000000 Penalty: 101497.804688
Iteration 389Q: 30 clusters Score -1.560698e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 9539 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17330 members 
Mstep: Class 6 contains 10461 members 
Mstep: Class 7 contains 16441 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143501 members 
Mstep: Class 11 contains 41484 members 
Mstep: Class 12 contains 36573 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 34323 members 
Mstep: Class 15 contains 174385 members 
Mstep: Class 16 contains 60336 members 
Mstep: Class 17 contains 198327 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151676 members 
Mstep: Class 21 contains 9194 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157867 members 
Mstep: Class 24 contains 20375 members 
Mstep: Class 25 contains 16708 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069824.000000 Penalty: 101497.804688
Iteration 390Q: 30 clusters Score -1.560698e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 37195 members 
Mstep: Class 3 contains 9535 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17329 members 
Mstep: Class 6 contains 10463 members 
Mstep: Class 7 contains 16441 members 
Mstep: Class 8 contains 3462 members 
Mstep: Class 9 contains 12943 members 
Mstep: Class 10 contains 143499 members 
Mstep: Class 11 contains 41484 members 
Mstep: Class 12 contains 36574 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 34323 members 
Mstep: Class 15 contains 174386 members 
Mstep: Class 16 contains 60340 members 
Mstep: Class 17 contains 198327 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151674 members 
Mstep: Class 21 contains 9193 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157863 members 
Mstep: Class 24 contains 20377 members 
Mstep: Class 25 contains 16708 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069728.000000 Penalty: 101497.804688
Iteration 391Q: 30 clusters Score -1.560697e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 37197 members 
Mstep: Class 3 contains 9533 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17329 members 
Mstep: Class 6 contains 10465 members 
Mstep: Class 7 contains 16441 members 
Mstep: Class 8 contains 3462 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143491 members 
Mstep: Class 11 contains 41485 members 
Mstep: Class 12 contains 36575 members 
Mstep: Class 13 contains 15219 members 
Mstep: Class 14 contains 34323 members 
Mstep: Class 15 contains 174389 members 
Mstep: Class 16 contains 60342 members 
Mstep: Class 17 contains 198327 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151671 members 
Mstep: Class 21 contains 9192 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157861 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16710 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069904.000000 Penalty: 101497.804688
Iteration 392Q: 30 clusters Score -1.560699e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 37197 members 
Mstep: Class 3 contains 9532 members 
Mstep: Class 4 contains 95950 members 
Mstep: Class 5 contains 17329 members 
Mstep: Class 6 contains 10465 members 
Mstep: Class 7 contains 16440 members 
Mstep: Class 8 contains 3462 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143485 members 
Mstep: Class 11 contains 41485 members 
Mstep: Class 12 contains 36576 members 
Mstep: Class 13 contains 15213 members 
Mstep: Class 14 contains 34323 members 
Mstep: Class 15 contains 174392 members 
Mstep: Class 16 contains 60344 members 
Mstep: Class 17 contains 198329 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151671 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157859 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16713 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070000.000000 Penalty: 101497.804688
Iteration 393Q: 30 clusters Score -1.5607e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 37198 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17329 members 
Mstep: Class 6 contains 10466 members 
Mstep: Class 7 contains 16438 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143482 members 
Mstep: Class 11 contains 41485 members 
Mstep: Class 12 contains 36576 members 
Mstep: Class 13 contains 15209 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174395 members 
Mstep: Class 16 contains 60346 members 
Mstep: Class 17 contains 198330 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151670 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 157856 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16714 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069888.000000 Penalty: 101497.804688
Iteration 394Q: 30 clusters Score -1.560699e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 37199 members 
Mstep: Class 3 contains 9529 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17329 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 16435 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143482 members 
Mstep: Class 11 contains 41484 members 
Mstep: Class 12 contains 36577 members 
Mstep: Class 13 contains 15205 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174394 members 
Mstep: Class 16 contains 60347 members 
Mstep: Class 17 contains 198333 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151667 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157855 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069936.000000 Penalty: 101497.804688
Iteration 395Q: 30 clusters Score -1.560699e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 37201 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17330 members 
Mstep: Class 6 contains 10467 members 
Mstep: Class 7 contains 16434 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143483 members 
Mstep: Class 11 contains 41485 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 15204 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174398 members 
Mstep: Class 16 contains 60347 members 
Mstep: Class 17 contains 198334 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151657 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157854 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16715 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070000.000000 Penalty: 101497.804688
Iteration 396Q: 30 clusters Score -1.5607e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 37203 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17331 members 
Mstep: Class 6 contains 10467 members 
Mstep: Class 7 contains 16434 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143473 members 
Mstep: Class 11 contains 41485 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 15201 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174405 members 
Mstep: Class 16 contains 60347 members 
Mstep: Class 17 contains 198334 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151659 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157851 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069936.000000 Penalty: 101497.804688
Iteration 397Q: 30 clusters Score -1.560699e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 37203 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17332 members 
Mstep: Class 6 contains 10467 members 
Mstep: Class 7 contains 16434 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143470 members 
Mstep: Class 11 contains 41485 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 15199 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174411 members 
Mstep: Class 16 contains 60347 members 
Mstep: Class 17 contains 198333 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151658 members 
Mstep: Class 21 contains 9190 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157850 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070032.000000 Penalty: 101497.804688
Iteration 398Q: 30 clusters Score -1.5607e+08 nChanged 17
Entering ConstructFrom: 
Score: -156070032.000000 Penalty: 101497.804688
Entering ConstructFrom: 
Trying to split cluster 1 (13857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Entering Unmasked Estep 
Score: -1620366.875000 Penalty: 2365.063232
	Iteration 0F: 2 clusters Score -1620367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1610301.625000 Penalty: 4730.126465
	Iteration 0F: 3 clusters Score -1610302 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1613393.375000 Penalty: 4730.126465
	Iteration 1F: 3 clusters Score -1613393 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1613902.000000 Penalty: 4730.126465
	Iteration 2F: 3 clusters Score -1613902 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1614398.875000 Penalty: 4730.126465
	Iteration 3F: 3 clusters Score -1614399 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1614882.250000 Penalty: 4730.126465
	Iteration 4F: 3 clusters Score -1614882 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1615361.250000 Penalty: 4730.126465
	Iteration 5F: 3 clusters Score -1615361 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1615919.375000 Penalty: 4730.126465
	Iteration 6F: 3 clusters Score -1615919 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1616503.375000 Penalty: 4730.126465
	Iteration 7F: 3 clusters Score -1616503 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1617087.375000 Penalty: 4730.126465
	Iteration 8F: 3 clusters Score -1617087 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1617583.750000 Penalty: 4730.126465
	Iteration 9Q: 3 clusters Score -1617584 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1617958.875000 Penalty: 4730.126465
	Iteration 10Q: 3 clusters Score -1617959 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1618174.625000 Penalty: 4730.126465
	Iteration 11Q: 3 clusters Score -1618175 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1618318.250000 Penalty: 4730.126465
	Iteration 12Q: 3 clusters Score -1618318 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1618417.125000 Penalty: 4730.126465
	Iteration 13Q: 3 clusters Score -1618417 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1618489.750000 Penalty: 4730.126465
	Iteration 14Q: 3 clusters Score -1618490 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1618545.625000 Penalty: 4730.126465
	Iteration 15Q: 3 clusters Score -1618546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1618592.625000 Penalty: 4730.126465
	Iteration 16Q: 3 clusters Score -1618593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1618627.000000 Penalty: 4730.126465
	Iteration 17Q: 3 clusters Score -1618627 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1618655.750000 Penalty: 4730.126465
	Iteration 18Q: 3 clusters Score -1618656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1618689.250000 Penalty: 4730.126465
	Iteration 19Q: 3 clusters Score -1618689 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1618712.125000 Penalty: 4730.126465
	Iteration 20F: 3 clusters Score -1618712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1618724.125000 Penalty: 4730.126465
	Iteration 21Q: 3 clusters Score -1618724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1618737.125000 Penalty: 4730.126465
	Iteration 22Q: 3 clusters Score -1618737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1618746.125000 Penalty: 4730.126465
	Iteration 23Q: 3 clusters Score -1618746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1618755.875000 Penalty: 4730.126465
	Iteration 24Q: 3 clusters Score -1618756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1618760.375000 Penalty: 4730.126465
	Iteration 25Q: 3 clusters Score -1618760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1618768.875000 Penalty: 4730.126465
	Iteration 26Q: 3 clusters Score -1618769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1618778.750000 Penalty: 4730.126465
	Iteration 27Q: 3 clusters Score -1618779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1618785.500000 Penalty: 4730.126465
	Iteration 28Q: 3 clusters Score -1618786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1618785.500000 Penalty: 4730.126465
	Iteration 29Q: 3 clusters Score -1618786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1618790.625000 Penalty: 4730.126465
	Iteration 30Q: 3 clusters Score -1618791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1618788.750000 Penalty: 4730.126465
	Iteration 31Q: 3 clusters Score -1618789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1618790.250000 Penalty: 4730.126465
	Iteration 32Q: 3 clusters Score -1618790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1618791.125000 Penalty: 4730.126465
	Iteration 33Q: 3 clusters Score -1618791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1618792.250000 Penalty: 4730.126465
	Iteration 34Q: 3 clusters Score -1618792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1618794.375000 Penalty: 4730.126465
	Iteration 35Q: 3 clusters Score -1618794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1618793.625000 Penalty: 4730.126465
	Iteration 36Q: 3 clusters Score -1618794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1618792.625000 Penalty: 4730.126465
	Iteration 37Q: 3 clusters Score -1618793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1618792.625000 Penalty: 4730.126465
	Iteration 38F: 3 clusters Score -1618793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Entering Unmasked Estep 
Score: -4451488.500000 Penalty: 2609.988037
	Iteration 0F: 2 clusters Score -4451488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -4426228.500000 Penalty: 5219.976074
	Iteration 0F: 3 clusters Score -4426228 nChanged 16802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -4435468.000000 Penalty: 5219.976074
	Iteration 1F: 3 clusters Score -4435468 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -4435896.500000 Penalty: 5219.976074
	Iteration 2Q: 3 clusters Score -4435896 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -4436254.000000 Penalty: 5219.976074
	Iteration 3Q: 3 clusters Score -4436254 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -4436611.500000 Penalty: 5219.976074
	Iteration 4Q: 3 clusters Score -4436612 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -4437055.000000 Penalty: 5219.976074
	Iteration 5Q: 3 clusters Score -4437055 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -4437595.500000 Penalty: 5219.976074
	Iteration 6Q: 3 clusters Score -4437596 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -4438415.500000 Penalty: 5219.976074
	Iteration 7Q: 3 clusters Score -4438416 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -4439657.000000 Penalty: 5219.976074
	Iteration 8F: 3 clusters Score -4439657 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -4441394.500000 Penalty: 5219.976074
	Iteration 9F: 3 clusters Score -4441394 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -4443556.000000 Penalty: 5219.976074
	Iteration 10F: 3 clusters Score -4443556 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4445644.500000 Penalty: 5219.976074
	Iteration 11F: 3 clusters Score -4445644 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4447139.500000 Penalty: 5219.976074
	Iteration 12Q: 3 clusters Score -4447140 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4448147.500000 Penalty: 5219.976074
	Iteration 13Q: 3 clusters Score -4448148 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4448701.000000 Penalty: 5219.976074
	Iteration 14Q: 3 clusters Score -4448701 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4448943.500000 Penalty: 5219.976074
	Iteration 15Q: 3 clusters Score -4448944 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4449085.000000 Penalty: 5219.976074
	Iteration 16Q: 3 clusters Score -4449085 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4449176.000000 Penalty: 5219.976074
	Iteration 17Q: 3 clusters Score -4449176 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4449232.500000 Penalty: 5219.976074
	Iteration 18Q: 3 clusters Score -4449232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4449285.500000 Penalty: 5219.976074
	Iteration 19Q: 3 clusters Score -4449286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4449325.500000 Penalty: 5219.976074
	Iteration 20F: 3 clusters Score -4449326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4449352.500000 Penalty: 5219.976074
	Iteration 21Q: 3 clusters Score -4449352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4449402.000000 Penalty: 5219.976074
	Iteration 22Q: 3 clusters Score -4449402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4449459.000000 Penalty: 5219.976074
	Iteration 23Q: 3 clusters Score -4449459 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4449521.000000 Penalty: 5219.976074
	Iteration 24Q: 3 clusters Score -4449521 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4449571.500000 Penalty: 5219.976074
	Iteration 25Q: 3 clusters Score -4449572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4449613.000000 Penalty: 5219.976074
	Iteration 26Q: 3 clusters Score -4449613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4449633.000000 Penalty: 5219.976074
	Iteration 27Q: 3 clusters Score -4449633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4449652.000000 Penalty: 5219.976074
	Iteration 28Q: 3 clusters Score -4449652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4449668.000000 Penalty: 5219.976074
	Iteration 29Q: 3 clusters Score -4449668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4449672.500000 Penalty: 5219.976074
	Iteration 30Q: 3 clusters Score -4449672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4449694.000000 Penalty: 5219.976074
	Iteration 31Q: 3 clusters Score -4449694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4449702.500000 Penalty: 5219.976074
	Iteration 32Q: 3 clusters Score -4449702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4449715.000000 Penalty: 5219.976074
	Iteration 33Q: 3 clusters Score -4449715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4449724.000000 Penalty: 5219.976074
	Iteration 34Q: 3 clusters Score -4449724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4449740.000000 Penalty: 5219.976074
	Iteration 35Q: 3 clusters Score -4449740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4449740.500000 Penalty: 5219.976074
	Iteration 36Q: 3 clusters Score -4449740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4449748.500000 Penalty: 5219.976074
	Iteration 37Q: 3 clusters Score -4449748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4449750.000000 Penalty: 5219.976074
	Iteration 38Q: 3 clusters Score -4449750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4449754.000000 Penalty: 5219.976074
	Iteration 39Q: 3 clusters Score -4449754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4449786.000000 Penalty: 5219.976074
	Iteration 40F: 3 clusters Score -4449786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4449794.500000 Penalty: 5219.976074
	Iteration 41Q: 3 clusters Score -4449794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4449800.000000 Penalty: 5219.976074
	Iteration 42Q: 3 clusters Score -4449800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4449809.500000 Penalty: 5219.976074
	Iteration 43Q: 3 clusters Score -4449810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4449820.000000 Penalty: 5219.976074
	Iteration 44Q: 3 clusters Score -4449820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4449816.000000 Penalty: 5219.976074
	Iteration 45Q: 3 clusters Score -4449816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4449819.500000 Penalty: 5219.976074
	Iteration 46Q: 3 clusters Score -4449820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4449826.500000 Penalty: 5219.976074
	Iteration 47Q: 3 clusters Score -4449826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4449821.000000 Penalty: 5219.976074
	Iteration 48Q: 3 clusters Score -4449821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4449827.000000 Penalty: 5219.976074
	Iteration 49Q: 3 clusters Score -4449827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4449829.500000 Penalty: 5219.976074
	Iteration 50Q: 3 clusters Score -4449830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4449833.500000 Penalty: 5219.976074
	Iteration 51Q: 3 clusters Score -4449834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4449837.000000 Penalty: 5219.976074
	Iteration 52Q: 3 clusters Score -4449837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4449837.000000 Penalty: 5219.976074
	Iteration 53Q: 3 clusters Score -4449837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4449842.000000 Penalty: 5219.976074
	Iteration 54Q: 3 clusters Score -4449842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4449839.500000 Penalty: 5219.976074
	Iteration 55Q: 3 clusters Score -4449840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4449844.000000 Penalty: 5219.976074
	Iteration 56Q: 3 clusters Score -4449844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4449840.500000 Penalty: 5219.976074
	Iteration 57Q: 3 clusters Score -4449840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4449840.500000 Penalty: 5219.976074
	Iteration 58F: 3 clusters Score -4449840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Entering Unmasked Estep 
Score: -1105245.500000 Penalty: 2272.225586
	Iteration 0F: 2 clusters Score -1105246 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 4776 members 
Entering Unmasked Estep 
Score: -1097798.250000 Penalty: 4544.451172
	Iteration 0F: 3 clusters Score -1097798 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1100113.500000 Penalty: 4544.451172
	Iteration 1F: 3 clusters Score -1100114 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1100493.625000 Penalty: 4544.451172
	Iteration 2F: 3 clusters Score -1100494 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1100754.750000 Penalty: 4544.451172
	Iteration 3F: 3 clusters Score -1100755 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1100949.875000 Penalty: 4544.451172
	Iteration 4Q: 3 clusters Score -1100950 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1101107.750000 Penalty: 4544.451172
	Iteration 5Q: 3 clusters Score -1101108 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1101238.000000 Penalty: 4544.451172
	Iteration 6Q: 3 clusters Score -1101238 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1101337.750000 Penalty: 4544.451172
	Iteration 7Q: 3 clusters Score -1101338 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1101430.750000 Penalty: 4544.451172
	Iteration 8Q: 3 clusters Score -1101431 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1101521.875000 Penalty: 4544.451172
	Iteration 9Q: 3 clusters Score -1101522 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1101591.000000 Penalty: 4544.451172
	Iteration 10Q: 3 clusters Score -1101591 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1101655.250000 Penalty: 4544.451172
	Iteration 11Q: 3 clusters Score -1101655 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1101712.125000 Penalty: 4544.451172
	Iteration 12Q: 3 clusters Score -1101712 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1101758.625000 Penalty: 4544.451172
	Iteration 13Q: 3 clusters Score -1101759 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1101793.375000 Penalty: 4544.451172
	Iteration 14Q: 3 clusters Score -1101793 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1101825.125000 Penalty: 4544.451172
	Iteration 15Q: 3 clusters Score -1101825 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1101857.875000 Penalty: 4544.451172
	Iteration 16Q: 3 clusters Score -1101858 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1101889.625000 Penalty: 4544.451172
	Iteration 17Q: 3 clusters Score -1101890 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1101916.125000 Penalty: 4544.451172
	Iteration 18Q: 3 clusters Score -1101916 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1101940.375000 Penalty: 4544.451172
	Iteration 19Q: 3 clusters Score -1101940 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1101973.875000 Penalty: 4544.451172
	Iteration 20F: 3 clusters Score -1101974 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1102003.375000 Penalty: 4544.451172
	Iteration 21Q: 3 clusters Score -1102003 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1102038.125000 Penalty: 4544.451172
	Iteration 22Q: 3 clusters Score -1102038 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1102070.125000 Penalty: 4544.451172
	Iteration 23Q: 3 clusters Score -1102070 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1102105.375000 Penalty: 4544.451172
	Iteration 24Q: 3 clusters Score -1102105 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1102140.500000 Penalty: 4544.451172
	Iteration 25Q: 3 clusters Score -1102140 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1102170.125000 Penalty: 4544.451172
	Iteration 26Q: 3 clusters Score -1102170 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1102205.625000 Penalty: 4544.451172
	Iteration 27Q: 3 clusters Score -1102206 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1102238.125000 Penalty: 4544.451172
	Iteration 28Q: 3 clusters Score -1102238 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1102267.500000 Penalty: 4544.451172
	Iteration 29Q: 3 clusters Score -1102268 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1102302.250000 Penalty: 4544.451172
	Iteration 30Q: 3 clusters Score -1102302 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1102336.125000 Penalty: 4544.451172
	Iteration 31Q: 3 clusters Score -1102336 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1102363.750000 Penalty: 4544.451172
	Iteration 32Q: 3 clusters Score -1102364 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1102388.625000 Penalty: 4544.451172
	Iteration 33Q: 3 clusters Score -1102389 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1102411.500000 Penalty: 4544.451172
	Iteration 34Q: 3 clusters Score -1102412 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1102431.500000 Penalty: 4544.451172
	Iteration 35Q: 3 clusters Score -1102432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1102446.125000 Penalty: 4544.451172
	Iteration 36Q: 3 clusters Score -1102446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1102459.500000 Penalty: 4544.451172
	Iteration 37Q: 3 clusters Score -1102460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1102471.500000 Penalty: 4544.451172
	Iteration 38Q: 3 clusters Score -1102472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1102482.750000 Penalty: 4544.451172
	Iteration 39Q: 3 clusters Score -1102483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1102489.875000 Penalty: 4544.451172
	Iteration 40F: 3 clusters Score -1102490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1102494.625000 Penalty: 4544.451172
	Iteration 41Q: 3 clusters Score -1102495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1102501.875000 Penalty: 4544.451172
	Iteration 42Q: 3 clusters Score -1102502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1102508.000000 Penalty: 4544.451172
	Iteration 43Q: 3 clusters Score -1102508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1102516.000000 Penalty: 4544.451172
	Iteration 44Q: 3 clusters Score -1102516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1102517.125000 Penalty: 4544.451172
	Iteration 45Q: 3 clusters Score -1102517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1102520.250000 Penalty: 4544.451172
	Iteration 46Q: 3 clusters Score -1102520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1102524.250000 Penalty: 4544.451172
	Iteration 47Q: 3 clusters Score -1102524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1102531.000000 Penalty: 4544.451172
	Iteration 48Q: 3 clusters Score -1102531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1102532.250000 Penalty: 4544.451172
	Iteration 49Q: 3 clusters Score -1102532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1102532.625000 Penalty: 4544.451172
	Iteration 50Q: 3 clusters Score -1102533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1102533.250000 Penalty: 4544.451172
	Iteration 51Q: 3 clusters Score -1102533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1102536.000000 Penalty: 4544.451172
	Iteration 52Q: 3 clusters Score -1102536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1102537.125000 Penalty: 4544.451172
	Iteration 53Q: 3 clusters Score -1102537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1102539.250000 Penalty: 4544.451172
	Iteration 54Q: 3 clusters Score -1102539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1102539.875000 Penalty: 4544.451172
	Iteration 55Q: 3 clusters Score -1102540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1102544.000000 Penalty: 4544.451172
	Iteration 56Q: 3 clusters Score -1102544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1102546.000000 Penalty: 4544.451172
	Iteration 57Q: 3 clusters Score -1102546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1102549.625000 Penalty: 4544.451172
	Iteration 58Q: 3 clusters Score -1102550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1102551.125000 Penalty: 4544.451172
	Iteration 59Q: 3 clusters Score -1102551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1102550.500000 Penalty: 4544.451172
	Iteration 60F: 3 clusters Score -1102550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1102554.375000 Penalty: 4544.451172
	Iteration 61Q: 3 clusters Score -1102554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1102555.250000 Penalty: 4544.451172
	Iteration 62Q: 3 clusters Score -1102555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1102558.125000 Penalty: 4544.451172
	Iteration 63Q: 3 clusters Score -1102558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1102564.875000 Penalty: 4544.451172
	Iteration 64Q: 3 clusters Score -1102565 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1102573.875000 Penalty: 4544.451172
	Iteration 65Q: 3 clusters Score -1102574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1102579.125000 Penalty: 4544.451172
	Iteration 66Q: 3 clusters Score -1102579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1102589.750000 Penalty: 4544.451172
	Iteration 67Q: 3 clusters Score -1102590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1102598.125000 Penalty: 4544.451172
	Iteration 68Q: 3 clusters Score -1102598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1102607.875000 Penalty: 4544.451172
	Iteration 69Q: 3 clusters Score -1102608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1102611.750000 Penalty: 4544.451172
	Iteration 70Q: 3 clusters Score -1102612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1102620.250000 Penalty: 4544.451172
	Iteration 71Q: 3 clusters Score -1102620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1102627.500000 Penalty: 4544.451172
	Iteration 72Q: 3 clusters Score -1102628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1102638.375000 Penalty: 4544.451172
	Iteration 73Q: 3 clusters Score -1102638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1102645.625000 Penalty: 4544.451172
	Iteration 74Q: 3 clusters Score -1102646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1102647.750000 Penalty: 4544.451172
	Iteration 75Q: 3 clusters Score -1102648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1102647.750000 Penalty: 4544.451172
	Iteration 76Q: 3 clusters Score -1102648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1102648.375000 Penalty: 4544.451172
	Iteration 77Q: 3 clusters Score -1102648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1102655.625000 Penalty: 4544.451172
	Iteration 78Q: 3 clusters Score -1102656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1102659.875000 Penalty: 4544.451172
	Iteration 79Q: 3 clusters Score -1102660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1102658.875000 Penalty: 4544.451172
	Iteration 80F: 3 clusters Score -1102659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1102659.750000 Penalty: 4544.451172
	Iteration 81Q: 3 clusters Score -1102660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1102665.125000 Penalty: 4544.451172
	Iteration 82Q: 3 clusters Score -1102665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1102666.250000 Penalty: 4544.451172
	Iteration 83Q: 3 clusters Score -1102666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1102667.250000 Penalty: 4544.451172
	Iteration 84Q: 3 clusters Score -1102667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1102667.250000 Penalty: 4544.451172
	Iteration 85Q: 3 clusters Score -1102667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1102672.750000 Penalty: 4544.451172
	Iteration 86Q: 3 clusters Score -1102673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1102673.125000 Penalty: 4544.451172
	Iteration 87Q: 3 clusters Score -1102673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1102676.875000 Penalty: 4544.451172
	Iteration 88Q: 3 clusters Score -1102677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1102678.875000 Penalty: 4544.451172
	Iteration 89Q: 3 clusters Score -1102679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1102678.625000 Penalty: 4544.451172
	Iteration 90Q: 3 clusters Score -1102679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1102681.375000 Penalty: 4544.451172
	Iteration 91Q: 3 clusters Score -1102681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1102683.250000 Penalty: 4544.451172
	Iteration 92Q: 3 clusters Score -1102683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1102683.750000 Penalty: 4544.451172
	Iteration 93Q: 3 clusters Score -1102684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1102684.875000 Penalty: 4544.451172
	Iteration 94Q: 3 clusters Score -1102685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1102684.625000 Penalty: 4544.451172
	Iteration 95Q: 3 clusters Score -1102685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1102683.375000 Penalty: 4544.451172
	Iteration 96Q: 3 clusters Score -1102683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1102683.750000 Penalty: 4544.451172
	Iteration 97Q: 3 clusters Score -1102684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1102686.250000 Penalty: 4544.451172
	Iteration 98Q: 3 clusters Score -1102686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1102685.750000 Penalty: 4544.451172
	Iteration 99Q: 3 clusters Score -1102686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1102687.500000 Penalty: 4544.451172
	Iteration 100F: 3 clusters Score -1102688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1102690.750000 Penalty: 4544.451172
	Iteration 101Q: 3 clusters Score -1102691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1102691.625000 Penalty: 4544.451172
	Iteration 102Q: 3 clusters Score -1102692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1102690.750000 Penalty: 4544.451172
	Iteration 103Q: 3 clusters Score -1102691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1102691.625000 Penalty: 4544.451172
	Iteration 104Q: 3 clusters Score -1102692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1102692.000000 Penalty: 4544.451172
	Iteration 105Q: 3 clusters Score -1102692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1102691.750000 Penalty: 4544.451172
	Iteration 106Q: 3 clusters Score -1102692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1102693.000000 Penalty: 4544.451172
	Iteration 107Q: 3 clusters Score -1102693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1102693.625000 Penalty: 4544.451172
	Iteration 108Q: 3 clusters Score -1102694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1102696.000000 Penalty: 4544.451172
	Iteration 109Q: 3 clusters Score -1102696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1102698.250000 Penalty: 4544.451172
	Iteration 110Q: 3 clusters Score -1102698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1102696.125000 Penalty: 4544.451172
	Iteration 111Q: 3 clusters Score -1102696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1102698.250000 Penalty: 4544.451172
	Iteration 112Q: 3 clusters Score -1102698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1102699.375000 Penalty: 4544.451172
	Iteration 113Q: 3 clusters Score -1102699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1102698.750000 Penalty: 4544.451172
	Iteration 114Q: 3 clusters Score -1102699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1102698.625000 Penalty: 4544.451172
	Iteration 115Q: 3 clusters Score -1102699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1102699.875000 Penalty: 4544.451172
	Iteration 116Q: 3 clusters Score -1102700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1102700.500000 Penalty: 4544.451172
	Iteration 117Q: 3 clusters Score -1102700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1102700.875000 Penalty: 4544.451172
	Iteration 118Q: 3 clusters Score -1102701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1102700.875000 Penalty: 4544.451172
	Iteration 119F: 3 clusters Score -1102701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (95951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95951 members 
Entering Unmasked Estep 
Score: -11444641.000000 Penalty: 2844.955078
	Iteration 0F: 2 clusters Score -1.144464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -11380431.000000 Penalty: 5689.910156
	Iteration 0F: 3 clusters Score -1.138043e+07 nChanged 45438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -11406816.000000 Penalty: 5689.910156
	Iteration 1F: 3 clusters Score -1.140682e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -11407790.000000 Penalty: 5689.910156
	Iteration 2Q: 3 clusters Score -1.140779e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -11408840.000000 Penalty: 5689.910156
	Iteration 3Q: 3 clusters Score -1.140884e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -11410256.000000 Penalty: 5689.910156
	Iteration 4Q: 3 clusters Score -1.141026e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -11412052.000000 Penalty: 5689.910156
	Iteration 5Q: 3 clusters Score -1.141205e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -11414608.000000 Penalty: 5689.910156
	Iteration 6F: 3 clusters Score -1.141461e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -11418034.000000 Penalty: 5689.910156
	Iteration 7F: 3 clusters Score -1.141803e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 70600 members 
Entering Unmasked Estep 
Score: -11422621.000000 Penalty: 5689.910156
	Iteration 8F: 3 clusters Score -1.142262e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -11428031.000000 Penalty: 5689.910156
	Iteration 9F: 3 clusters Score -1.142803e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -11433269.000000 Penalty: 5689.910156
	Iteration 10F: 3 clusters Score -1.143327e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -11437103.000000 Penalty: 5689.910156
	Iteration 11Q: 3 clusters Score -1.14371e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -11439475.000000 Penalty: 5689.910156
	Iteration 12Q: 3 clusters Score -1.143948e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -11440845.000000 Penalty: 5689.910156
	Iteration 13Q: 3 clusters Score -1.144084e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 93820 members 
Entering Unmasked Estep 
Score: -11441583.000000 Penalty: 5689.910156
	Iteration 14Q: 3 clusters Score -1.144158e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 94375 members 
Entering Unmasked Estep 
Score: -11442019.000000 Penalty: 5689.910156
	Iteration 15Q: 3 clusters Score -1.144202e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -11442240.000000 Penalty: 5689.910156
	Iteration 16Q: 3 clusters Score -1.144224e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 94844 members 
Entering Unmasked Estep 
Score: -11442340.000000 Penalty: 5689.910156
	Iteration 17Q: 3 clusters Score -1.144234e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 94951 members 
Entering Unmasked Estep 
Score: -11442425.000000 Penalty: 5689.910156
	Iteration 18Q: 3 clusters Score -1.144242e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 95010 members 
Entering Unmasked Estep 
Score: -11442475.000000 Penalty: 5689.910156
	Iteration 19Q: 3 clusters Score -1.144248e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -11442504.000000 Penalty: 5689.910156
	Iteration 20F: 3 clusters Score -1.14425e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -11442518.000000 Penalty: 5689.910156
	Iteration 21Q: 3 clusters Score -1.144252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 95109 members 
Entering Unmasked Estep 
Score: -11442530.000000 Penalty: 5689.910156
	Iteration 22Q: 3 clusters Score -1.144253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 95121 members 
Entering Unmasked Estep 
Score: -11442552.000000 Penalty: 5689.910156
	Iteration 23Q: 3 clusters Score -1.144255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -11442564.000000 Penalty: 5689.910156
	Iteration 24Q: 3 clusters Score -1.144256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 95148 members 
Entering Unmasked Estep 
Score: -11442567.000000 Penalty: 5689.910156
	Iteration 25Q: 3 clusters Score -1.144257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 95158 members 
Entering Unmasked Estep 
Score: -11442570.000000 Penalty: 5689.910156
	Iteration 26Q: 3 clusters Score -1.144257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 95166 members 
Entering Unmasked Estep 
Score: -11442561.000000 Penalty: 5689.910156
	Iteration 27Q: 3 clusters Score -1.144256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 95170 members 
Entering Unmasked Estep 
Score: -11442577.000000 Penalty: 5689.910156
	Iteration 28Q: 3 clusters Score -1.144258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -11442577.000000 Penalty: 5689.910156
	Iteration 29Q: 3 clusters Score -1.144258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 95173 members 
Entering Unmasked Estep 
Score: -11442581.000000 Penalty: 5689.910156
	Iteration 30Q: 3 clusters Score -1.144258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -11442578.000000 Penalty: 5689.910156
	Iteration 31Q: 3 clusters Score -1.144258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -11442581.000000 Penalty: 5689.910156
	Iteration 32Q: 3 clusters Score -1.144258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -11442581.000000 Penalty: 5689.910156
	Iteration 33F: 3 clusters Score -1.144258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Entering Unmasked Estep 
Score: -2092639.625000 Penalty: 2420.571045
	Iteration 0F: 2 clusters Score -2092640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2080397.875000 Penalty: 4841.142090
	Iteration 0F: 3 clusters Score -2080398 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2084141.625000 Penalty: 4841.142090
	Iteration 1F: 3 clusters Score -2084142 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2084471.875000 Penalty: 4841.142090
	Iteration 2F: 3 clusters Score -2084472 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2084726.500000 Penalty: 4841.142090
	Iteration 3Q: 3 clusters Score -2084726 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2084940.500000 Penalty: 4841.142090
	Iteration 4Q: 3 clusters Score -2084940 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2085129.875000 Penalty: 4841.142090
	Iteration 5Q: 3 clusters Score -2085130 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2085315.750000 Penalty: 4841.142090
	Iteration 6Q: 3 clusters Score -2085316 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2085499.250000 Penalty: 4841.142090
	Iteration 7Q: 3 clusters Score -2085499 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2085731.000000 Penalty: 4841.142090
	Iteration 8Q: 3 clusters Score -2085731 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2085995.750000 Penalty: 4841.142090
	Iteration 9Q: 3 clusters Score -2085996 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2086314.875000 Penalty: 4841.142090
	Iteration 10Q: 3 clusters Score -2086315 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2086710.375000 Penalty: 4841.142090
	Iteration 11Q: 3 clusters Score -2086710 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2087154.500000 Penalty: 4841.142090
	Iteration 12Q: 3 clusters Score -2087154 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2087646.750000 Penalty: 4841.142090
	Iteration 13Q: 3 clusters Score -2087647 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2088079.375000 Penalty: 4841.142090
	Iteration 14Q: 3 clusters Score -2088079 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2088459.625000 Penalty: 4841.142090
	Iteration 15Q: 3 clusters Score -2088460 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2088808.000000 Penalty: 4841.142090
	Iteration 16Q: 3 clusters Score -2088808 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2089116.750000 Penalty: 4841.142090
	Iteration 17Q: 3 clusters Score -2089117 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2089348.750000 Penalty: 4841.142090
	Iteration 18Q: 3 clusters Score -2089349 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2089524.625000 Penalty: 4841.142090
	Iteration 19Q: 3 clusters Score -2089525 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2089671.000000 Penalty: 4841.142090
	Iteration 20F: 3 clusters Score -2089671 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2089788.125000 Penalty: 4841.142090
	Iteration 21Q: 3 clusters Score -2089788 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2089899.500000 Penalty: 4841.142090
	Iteration 22Q: 3 clusters Score -2089900 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2090011.625000 Penalty: 4841.142090
	Iteration 23Q: 3 clusters Score -2090012 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2090118.125000 Penalty: 4841.142090
	Iteration 24Q: 3 clusters Score -2090118 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2090208.750000 Penalty: 4841.142090
	Iteration 25Q: 3 clusters Score -2090209 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2090307.500000 Penalty: 4841.142090
	Iteration 26Q: 3 clusters Score -2090308 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2090370.250000 Penalty: 4841.142090
	Iteration 27Q: 3 clusters Score -2090370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2090409.875000 Penalty: 4841.142090
	Iteration 28Q: 3 clusters Score -2090410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2090443.000000 Penalty: 4841.142090
	Iteration 29Q: 3 clusters Score -2090443 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2090470.500000 Penalty: 4841.142090
	Iteration 30Q: 3 clusters Score -2090470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2090498.875000 Penalty: 4841.142090
	Iteration 31Q: 3 clusters Score -2090499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2090518.875000 Penalty: 4841.142090
	Iteration 32Q: 3 clusters Score -2090519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2090535.000000 Penalty: 4841.142090
	Iteration 33Q: 3 clusters Score -2090535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2090549.375000 Penalty: 4841.142090
	Iteration 34Q: 3 clusters Score -2090549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2090557.000000 Penalty: 4841.142090
	Iteration 35Q: 3 clusters Score -2090557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2090563.125000 Penalty: 4841.142090
	Iteration 36Q: 3 clusters Score -2090563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2090569.750000 Penalty: 4841.142090
	Iteration 37Q: 3 clusters Score -2090570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2090577.250000 Penalty: 4841.142090
	Iteration 38Q: 3 clusters Score -2090577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2090581.875000 Penalty: 4841.142090
	Iteration 39Q: 3 clusters Score -2090582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2090594.500000 Penalty: 4841.142090
	Iteration 40F: 3 clusters Score -2090594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2090599.500000 Penalty: 4841.142090
	Iteration 41Q: 3 clusters Score -2090600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2090602.750000 Penalty: 4841.142090
	Iteration 42Q: 3 clusters Score -2090603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2090602.500000 Penalty: 4841.142090
	Iteration 43Q: 3 clusters Score -2090602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2090604.750000 Penalty: 4841.142090
	Iteration 44Q: 3 clusters Score -2090605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2090607.625000 Penalty: 4841.142090
	Iteration 45Q: 3 clusters Score -2090608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2090608.875000 Penalty: 4841.142090
	Iteration 46Q: 3 clusters Score -2090609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2090608.125000 Penalty: 4841.142090
	Iteration 47Q: 3 clusters Score -2090608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2090610.500000 Penalty: 4841.142090
	Iteration 48Q: 3 clusters Score -2090610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2090610.500000 Penalty: 4841.142090
	Iteration 49F: 3 clusters Score -2090610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Entering Unmasked Estep 
Score: -1219393.000000 Penalty: 2295.483643
	Iteration 0F: 2 clusters Score -1219393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1211514.625000 Penalty: 4590.967285
	Iteration 0F: 3 clusters Score -1211515 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1213910.750000 Penalty: 4590.967285
	Iteration 1F: 3 clusters Score -1213911 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1214388.625000 Penalty: 4590.967285
	Iteration 2F: 3 clusters Score -1214389 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1214868.500000 Penalty: 4590.967285
	Iteration 3F: 3 clusters Score -1214868 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1215360.875000 Penalty: 4590.967285
	Iteration 4F: 3 clusters Score -1215361 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1215827.250000 Penalty: 4590.967285
	Iteration 5F: 3 clusters Score -1215827 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1216281.375000 Penalty: 4590.967285
	Iteration 6F: 3 clusters Score -1216281 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1216685.000000 Penalty: 4590.967285
	Iteration 7F: 3 clusters Score -1216685 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1217038.500000 Penalty: 4590.967285
	Iteration 8F: 3 clusters Score -1217038 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1217330.875000 Penalty: 4590.967285
	Iteration 9Q: 3 clusters Score -1217331 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1217548.000000 Penalty: 4590.967285
	Iteration 10Q: 3 clusters Score -1217548 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1217685.625000 Penalty: 4590.967285
	Iteration 11Q: 3 clusters Score -1217686 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1217802.250000 Penalty: 4590.967285
	Iteration 12Q: 3 clusters Score -1217802 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1217903.625000 Penalty: 4590.967285
	Iteration 13Q: 3 clusters Score -1217904 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1217976.375000 Penalty: 4590.967285
	Iteration 14Q: 3 clusters Score -1217976 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1218027.125000 Penalty: 4590.967285
	Iteration 15Q: 3 clusters Score -1218027 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1218065.250000 Penalty: 4590.967285
	Iteration 16Q: 3 clusters Score -1218065 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1218093.500000 Penalty: 4590.967285
	Iteration 17Q: 3 clusters Score -1218094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1218112.500000 Penalty: 4590.967285
	Iteration 18Q: 3 clusters Score -1218112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1218129.750000 Penalty: 4590.967285
	Iteration 19Q: 3 clusters Score -1218130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1218144.500000 Penalty: 4590.967285
	Iteration 20F: 3 clusters Score -1218144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1218154.625000 Penalty: 4590.967285
	Iteration 21Q: 3 clusters Score -1218155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1218163.000000 Penalty: 4590.967285
	Iteration 22Q: 3 clusters Score -1218163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1218167.625000 Penalty: 4590.967285
	Iteration 23Q: 3 clusters Score -1218168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1218171.625000 Penalty: 4590.967285
	Iteration 24Q: 3 clusters Score -1218172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1218179.750000 Penalty: 4590.967285
	Iteration 25Q: 3 clusters Score -1218180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1218178.875000 Penalty: 4590.967285
	Iteration 26Q: 3 clusters Score -1218179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1218184.125000 Penalty: 4590.967285
	Iteration 27Q: 3 clusters Score -1218184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1218184.875000 Penalty: 4590.967285
	Iteration 28Q: 3 clusters Score -1218185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1218187.000000 Penalty: 4590.967285
	Iteration 29Q: 3 clusters Score -1218187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1218186.625000 Penalty: 4590.967285
	Iteration 30Q: 3 clusters Score -1218187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1218185.125000 Penalty: 4590.967285
	Iteration 31Q: 3 clusters Score -1218185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1218190.125000 Penalty: 4590.967285
	Iteration 32Q: 3 clusters Score -1218190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1218190.625000 Penalty: 4590.967285
	Iteration 33Q: 3 clusters Score -1218191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1218196.500000 Penalty: 4590.967285
	Iteration 34Q: 3 clusters Score -1218196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1218196.250000 Penalty: 4590.967285
	Iteration 35Q: 3 clusters Score -1218196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1218199.750000 Penalty: 4590.967285
	Iteration 36Q: 3 clusters Score -1218200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1218200.500000 Penalty: 4590.967285
	Iteration 37Q: 3 clusters Score -1218200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1218201.500000 Penalty: 4590.967285
	Iteration 38Q: 3 clusters Score -1218202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1218200.750000 Penalty: 4590.967285
	Iteration 39Q: 3 clusters Score -1218201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1218204.125000 Penalty: 4590.967285
	Iteration 40F: 3 clusters Score -1218204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1218202.875000 Penalty: 4590.967285
	Iteration 41Q: 3 clusters Score -1218203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1218205.875000 Penalty: 4590.967285
	Iteration 42Q: 3 clusters Score -1218206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1218206.875000 Penalty: 4590.967285
	Iteration 43Q: 3 clusters Score -1218207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1218209.125000 Penalty: 4590.967285
	Iteration 44Q: 3 clusters Score -1218209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1218208.500000 Penalty: 4590.967285
	Iteration 45Q: 3 clusters Score -1218208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1218207.875000 Penalty: 4590.967285
	Iteration 46Q: 3 clusters Score -1218208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1218211.500000 Penalty: 4590.967285
	Iteration 47Q: 3 clusters Score -1218212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1218213.750000 Penalty: 4590.967285
	Iteration 48Q: 3 clusters Score -1218214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1218212.625000 Penalty: 4590.967285
	Iteration 49Q: 3 clusters Score -1218213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1218212.750000 Penalty: 4590.967285
	Iteration 50Q: 3 clusters Score -1218213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1218213.875000 Penalty: 4590.967285
	Iteration 51Q: 3 clusters Score -1218214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1218215.000000 Penalty: 4590.967285
	Iteration 52Q: 3 clusters Score -1218215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1218217.250000 Penalty: 4590.967285
	Iteration 53Q: 3 clusters Score -1218217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1218220.750000 Penalty: 4590.967285
	Iteration 54Q: 3 clusters Score -1218221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1218219.500000 Penalty: 4590.967285
	Iteration 55Q: 3 clusters Score -1218220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1218219.125000 Penalty: 4590.967285
	Iteration 56Q: 3 clusters Score -1218219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1218219.000000 Penalty: 4590.967285
	Iteration 57Q: 3 clusters Score -1218219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1218219.875000 Penalty: 4590.967285
	Iteration 58Q: 3 clusters Score -1218220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1218220.125000 Penalty: 4590.967285
	Iteration 59Q: 3 clusters Score -1218220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1218220.125000 Penalty: 4590.967285
	Iteration 60F: 3 clusters Score -1218220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Entering Unmasked Estep 
Score: -1968480.250000 Penalty: 2407.362793
	Iteration 0F: 2 clusters Score -1968480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1956608.500000 Penalty: 4814.725586
	Iteration 0F: 3 clusters Score -1956608 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1960542.375000 Penalty: 4814.725586
	Iteration 1F: 3 clusters Score -1960542 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1960915.375000 Penalty: 4814.725586
	Iteration 2F: 3 clusters Score -1960915 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1961223.125000 Penalty: 4814.725586
	Iteration 3Q: 3 clusters Score -1961223 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1961529.500000 Penalty: 4814.725586
	Iteration 4Q: 3 clusters Score -1961530 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1961844.250000 Penalty: 4814.725586
	Iteration 5Q: 3 clusters Score -1961844 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1962242.500000 Penalty: 4814.725586
	Iteration 6Q: 3 clusters Score -1962242 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1962734.125000 Penalty: 4814.725586
	Iteration 7Q: 3 clusters Score -1962734 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1963357.000000 Penalty: 4814.725586
	Iteration 8F: 3 clusters Score -1963357 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1964100.625000 Penalty: 4814.725586
	Iteration 9F: 3 clusters Score -1964101 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1964847.375000 Penalty: 4814.725586
	Iteration 10F: 3 clusters Score -1964847 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1965455.500000 Penalty: 4814.725586
	Iteration 11Q: 3 clusters Score -1965456 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1965837.875000 Penalty: 4814.725586
	Iteration 12Q: 3 clusters Score -1965838 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1966031.000000 Penalty: 4814.725586
	Iteration 13Q: 3 clusters Score -1966031 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1966152.750000 Penalty: 4814.725586
	Iteration 14Q: 3 clusters Score -1966153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1966221.375000 Penalty: 4814.725586
	Iteration 15Q: 3 clusters Score -1966221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1966269.625000 Penalty: 4814.725586
	Iteration 16Q: 3 clusters Score -1966270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1966294.750000 Penalty: 4814.725586
	Iteration 17Q: 3 clusters Score -1966295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1966312.500000 Penalty: 4814.725586
	Iteration 18Q: 3 clusters Score -1966312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1966334.250000 Penalty: 4814.725586
	Iteration 19Q: 3 clusters Score -1966334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1966348.750000 Penalty: 4814.725586
	Iteration 20F: 3 clusters Score -1966349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1966368.000000 Penalty: 4814.725586
	Iteration 21Q: 3 clusters Score -1966368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1966374.125000 Penalty: 4814.725586
	Iteration 22Q: 3 clusters Score -1966374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1966384.625000 Penalty: 4814.725586
	Iteration 23Q: 3 clusters Score -1966385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1966386.375000 Penalty: 4814.725586
	Iteration 24Q: 3 clusters Score -1966386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1966388.250000 Penalty: 4814.725586
	Iteration 25Q: 3 clusters Score -1966388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1966388.125000 Penalty: 4814.725586
	Iteration 26Q: 3 clusters Score -1966388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1966388.125000 Penalty: 4814.725586
	Iteration 27F: 3 clusters Score -1966388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -400651.093750 Penalty: 2021.029663
	Iteration 0F: 2 clusters Score -400651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -397065.562500 Penalty: 4042.059326
	Iteration 0F: 3 clusters Score -397065.6 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -397818.968750 Penalty: 4042.059326
	Iteration 1F: 3 clusters Score -397819 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -397979.781250 Penalty: 4042.059326
	Iteration 2F: 3 clusters Score -397979.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -398066.031250 Penalty: 4042.059326
	Iteration 3Q: 3 clusters Score -398066 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -398124.375000 Penalty: 4042.059326
	Iteration 4Q: 3 clusters Score -398124.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -398170.000000 Penalty: 4042.059326
	Iteration 5Q: 3 clusters Score -398170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -398214.875000 Penalty: 4042.059326
	Iteration 6Q: 3 clusters Score -398214.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -398242.656250 Penalty: 4042.059326
	Iteration 7Q: 3 clusters Score -398242.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -398272.000000 Penalty: 4042.059326
	Iteration 8Q: 3 clusters Score -398272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -398302.062500 Penalty: 4042.059326
	Iteration 9Q: 3 clusters Score -398302.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -398327.781250 Penalty: 4042.059326
	Iteration 10Q: 3 clusters Score -398327.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -398351.125000 Penalty: 4042.059326
	Iteration 11Q: 3 clusters Score -398351.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -398374.375000 Penalty: 4042.059326
	Iteration 12Q: 3 clusters Score -398374.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -398390.031250 Penalty: 4042.059326
	Iteration 13Q: 3 clusters Score -398390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -398403.750000 Penalty: 4042.059326
	Iteration 14Q: 3 clusters Score -398403.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -398417.562500 Penalty: 4042.059326
	Iteration 15Q: 3 clusters Score -398417.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -398432.593750 Penalty: 4042.059326
	Iteration 16Q: 3 clusters Score -398432.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -398446.843750 Penalty: 4042.059326
	Iteration 17Q: 3 clusters Score -398446.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -398463.562500 Penalty: 4042.059326
	Iteration 18Q: 3 clusters Score -398463.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -398478.750000 Penalty: 4042.059326
	Iteration 19Q: 3 clusters Score -398478.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -398493.125000 Penalty: 4042.059326
	Iteration 20F: 3 clusters Score -398493.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -398505.812500 Penalty: 4042.059326
	Iteration 21Q: 3 clusters Score -398505.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -398521.062500 Penalty: 4042.059326
	Iteration 22Q: 3 clusters Score -398521.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -398532.843750 Penalty: 4042.059326
	Iteration 23Q: 3 clusters Score -398532.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -398540.937500 Penalty: 4042.059326
	Iteration 24Q: 3 clusters Score -398540.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -398550.781250 Penalty: 4042.059326
	Iteration 25Q: 3 clusters Score -398550.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -398557.812500 Penalty: 4042.059326
	Iteration 26Q: 3 clusters Score -398557.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -398562.375000 Penalty: 4042.059326
	Iteration 27Q: 3 clusters Score -398562.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -398567.500000 Penalty: 4042.059326
	Iteration 28Q: 3 clusters Score -398567.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -398571.968750 Penalty: 4042.059326
	Iteration 29Q: 3 clusters Score -398572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -398574.656250 Penalty: 4042.059326
	Iteration 30Q: 3 clusters Score -398574.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -398578.593750 Penalty: 4042.059326
	Iteration 31Q: 3 clusters Score -398578.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -398585.500000 Penalty: 4042.059326
	Iteration 32Q: 3 clusters Score -398585.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -398591.375000 Penalty: 4042.059326
	Iteration 33Q: 3 clusters Score -398591.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -398598.531250 Penalty: 4042.059326
	Iteration 34Q: 3 clusters Score -398598.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -398606.187500 Penalty: 4042.059326
	Iteration 35Q: 3 clusters Score -398606.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -398613.343750 Penalty: 4042.059326
	Iteration 36Q: 3 clusters Score -398613.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -398621.093750 Penalty: 4042.059326
	Iteration 37Q: 3 clusters Score -398621.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -398630.781250 Penalty: 4042.059326
	Iteration 38Q: 3 clusters Score -398630.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -398641.375000 Penalty: 4042.059326
	Iteration 39Q: 3 clusters Score -398641.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -398648.781250 Penalty: 4042.059326
	Iteration 40F: 3 clusters Score -398648.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -398653.781250 Penalty: 4042.059326
	Iteration 41Q: 3 clusters Score -398653.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -398656.718750 Penalty: 4042.059326
	Iteration 42Q: 3 clusters Score -398656.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -398659.500000 Penalty: 4042.059326
	Iteration 43Q: 3 clusters Score -398659.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -398661.906250 Penalty: 4042.059326
	Iteration 44Q: 3 clusters Score -398661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -398664.906250 Penalty: 4042.059326
	Iteration 45Q: 3 clusters Score -398664.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -398668.000000 Penalty: 4042.059326
	Iteration 46Q: 3 clusters Score -398668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -398667.781250 Penalty: 4042.059326
	Iteration 47Q: 3 clusters Score -398667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -398667.937500 Penalty: 4042.059326
	Iteration 48Q: 3 clusters Score -398667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -398668.625000 Penalty: 4042.059326
	Iteration 49Q: 3 clusters Score -398668.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -398669.062500 Penalty: 4042.059326
	Iteration 50Q: 3 clusters Score -398669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -398669.906250 Penalty: 4042.059326
	Iteration 51Q: 3 clusters Score -398669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -398671.250000 Penalty: 4042.059326
	Iteration 52Q: 3 clusters Score -398671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -398671.812500 Penalty: 4042.059326
	Iteration 53Q: 3 clusters Score -398671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -398673.156250 Penalty: 4042.059326
	Iteration 54Q: 3 clusters Score -398673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -398673.156250 Penalty: 4042.059326
	Iteration 55Q: 3 clusters Score -398673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -398673.562500 Penalty: 4042.059326
	Iteration 56Q: 3 clusters Score -398673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -398673.562500 Penalty: 4042.059326
	Iteration 57F: 3 clusters Score -398673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Entering Unmasked Estep 
Score: -1522114.375000 Penalty: 2348.160156
	Iteration 0F: 2 clusters Score -1522114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1512641.250000 Penalty: 4696.320312
	Iteration 0F: 3 clusters Score -1512641 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1515486.000000 Penalty: 4696.320312
	Iteration 1F: 3 clusters Score -1515486 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1515874.250000 Penalty: 4696.320312
	Iteration 2F: 3 clusters Score -1515874 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1516170.000000 Penalty: 4696.320312
	Iteration 3F: 3 clusters Score -1516170 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1516426.250000 Penalty: 4696.320312
	Iteration 4Q: 3 clusters Score -1516426 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1516641.500000 Penalty: 4696.320312
	Iteration 5Q: 3 clusters Score -1516642 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1516850.500000 Penalty: 4696.320312
	Iteration 6Q: 3 clusters Score -1516850 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1517103.500000 Penalty: 4696.320312
	Iteration 7Q: 3 clusters Score -1517104 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1517404.125000 Penalty: 4696.320312
	Iteration 8Q: 3 clusters Score -1517404 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1517722.375000 Penalty: 4696.320312
	Iteration 9Q: 3 clusters Score -1517722 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1518090.625000 Penalty: 4696.320312
	Iteration 10Q: 3 clusters Score -1518091 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1518547.125000 Penalty: 4696.320312
	Iteration 11Q: 3 clusters Score -1518547 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1518941.250000 Penalty: 4696.320312
	Iteration 12Q: 3 clusters Score -1518941 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1519285.625000 Penalty: 4696.320312
	Iteration 13Q: 3 clusters Score -1519286 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1519533.750000 Penalty: 4696.320312
	Iteration 14Q: 3 clusters Score -1519534 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1519709.375000 Penalty: 4696.320312
	Iteration 15Q: 3 clusters Score -1519709 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1519842.750000 Penalty: 4696.320312
	Iteration 16Q: 3 clusters Score -1519843 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1519953.000000 Penalty: 4696.320312
	Iteration 17Q: 3 clusters Score -1519953 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1520029.125000 Penalty: 4696.320312
	Iteration 18Q: 3 clusters Score -1520029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1520082.375000 Penalty: 4696.320312
	Iteration 19Q: 3 clusters Score -1520082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1520121.500000 Penalty: 4696.320312
	Iteration 20F: 3 clusters Score -1520122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1520153.750000 Penalty: 4696.320312
	Iteration 21Q: 3 clusters Score -1520154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1520177.000000 Penalty: 4696.320312
	Iteration 22Q: 3 clusters Score -1520177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1520198.500000 Penalty: 4696.320312
	Iteration 23Q: 3 clusters Score -1520198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1520204.625000 Penalty: 4696.320312
	Iteration 24Q: 3 clusters Score -1520205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1520214.625000 Penalty: 4696.320312
	Iteration 25Q: 3 clusters Score -1520215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1520221.375000 Penalty: 4696.320312
	Iteration 26Q: 3 clusters Score -1520221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1520229.250000 Penalty: 4696.320312
	Iteration 27Q: 3 clusters Score -1520229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1520238.125000 Penalty: 4696.320312
	Iteration 28Q: 3 clusters Score -1520238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1520240.250000 Penalty: 4696.320312
	Iteration 29Q: 3 clusters Score -1520240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1520247.250000 Penalty: 4696.320312
	Iteration 30Q: 3 clusters Score -1520247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1520254.500000 Penalty: 4696.320312
	Iteration 31Q: 3 clusters Score -1520254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1520257.125000 Penalty: 4696.320312
	Iteration 32Q: 3 clusters Score -1520257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1520265.375000 Penalty: 4696.320312
	Iteration 33Q: 3 clusters Score -1520265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1520270.125000 Penalty: 4696.320312
	Iteration 34Q: 3 clusters Score -1520270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1520275.250000 Penalty: 4696.320312
	Iteration 35Q: 3 clusters Score -1520275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1520276.125000 Penalty: 4696.320312
	Iteration 36Q: 3 clusters Score -1520276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1520277.875000 Penalty: 4696.320312
	Iteration 37Q: 3 clusters Score -1520278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1520278.500000 Penalty: 4696.320312
	Iteration 38Q: 3 clusters Score -1520278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1520278.625000 Penalty: 4696.320312
	Iteration 39Q: 3 clusters Score -1520279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1520282.750000 Penalty: 4696.320312
	Iteration 40F: 3 clusters Score -1520283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1520285.875000 Penalty: 4696.320312
	Iteration 41Q: 3 clusters Score -1520286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1520289.750000 Penalty: 4696.320312
	Iteration 42Q: 3 clusters Score -1520290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1520288.125000 Penalty: 4696.320312
	Iteration 43Q: 3 clusters Score -1520288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1520291.250000 Penalty: 4696.320312
	Iteration 44Q: 3 clusters Score -1520291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1520292.875000 Penalty: 4696.320312
	Iteration 45Q: 3 clusters Score -1520293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1520291.750000 Penalty: 4696.320312
	Iteration 46Q: 3 clusters Score -1520292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1520292.000000 Penalty: 4696.320312
	Iteration 47Q: 3 clusters Score -1520292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1520293.625000 Penalty: 4696.320312
	Iteration 48Q: 3 clusters Score -1520294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1520295.625000 Penalty: 4696.320312
	Iteration 49Q: 3 clusters Score -1520296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1520296.625000 Penalty: 4696.320312
	Iteration 50Q: 3 clusters Score -1520297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1520297.625000 Penalty: 4696.320312
	Iteration 51Q: 3 clusters Score -1520298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1520298.875000 Penalty: 4696.320312
	Iteration 52Q: 3 clusters Score -1520299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1520300.125000 Penalty: 4696.320312
	Iteration 53Q: 3 clusters Score -1520300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1520299.625000 Penalty: 4696.320312
	Iteration 54Q: 3 clusters Score -1520300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1520303.250000 Penalty: 4696.320312
	Iteration 55Q: 3 clusters Score -1520303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1520305.500000 Penalty: 4696.320312
	Iteration 56Q: 3 clusters Score -1520306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1520308.250000 Penalty: 4696.320312
	Iteration 57Q: 3 clusters Score -1520308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1520309.875000 Penalty: 4696.320312
	Iteration 58Q: 3 clusters Score -1520310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1520310.625000 Penalty: 4696.320312
	Iteration 59Q: 3 clusters Score -1520311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1520310.625000 Penalty: 4696.320312
	Iteration 60F: 3 clusters Score -1520311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143470 members 
Entering Unmasked Estep 
Score: -17171218.000000 Penalty: 2944.722656
	Iteration 0F: 2 clusters Score -1.717122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -17075166.000000 Penalty: 5889.445312
	Iteration 0F: 3 clusters Score -1.707517e+07 nChanged 68656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75221 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -17114492.000000 Penalty: 5889.445312
	Iteration 1F: 3 clusters Score -1.711449e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -17115484.000000 Penalty: 5889.445312
	Iteration 2Q: 3 clusters Score -1.711548e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
Score: -17116980.000000 Penalty: 5889.445312
	Iteration 3Q: 3 clusters Score -1.711698e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -17119306.000000 Penalty: 5889.445312
	Iteration 4Q: 3 clusters Score -1.711931e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -17123544.000000 Penalty: 5889.445312
	Iteration 5F: 3 clusters Score -1.712354e+07 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -17131242.000000 Penalty: 5889.445312
	Iteration 6F: 3 clusters Score -1.713124e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116107 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -17142430.000000 Penalty: 5889.445312
	Iteration 7F: 3 clusters Score -1.714243e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128384 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -17154486.000000 Penalty: 5889.445312
	Iteration 8F: 3 clusters Score -1.715449e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136807 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -17162874.000000 Penalty: 5889.445312
	Iteration 9F: 3 clusters Score -1.716287e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140816 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -17166716.000000 Penalty: 5889.445312
	Iteration 10Q: 3 clusters Score -1.716672e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142147 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -17168176.000000 Penalty: 5889.445312
	Iteration 11Q: 3 clusters Score -1.716818e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142439 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -17168654.000000 Penalty: 5889.445312
	Iteration 12Q: 3 clusters Score -1.716865e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142496 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -17168926.000000 Penalty: 5889.445312
	Iteration 13Q: 3 clusters Score -1.716893e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142519 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -17169048.000000 Penalty: 5889.445312
	Iteration 14Q: 3 clusters Score -1.716905e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142525 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -17169102.000000 Penalty: 5889.445312
	Iteration 15Q: 3 clusters Score -1.71691e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142515 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -17169162.000000 Penalty: 5889.445312
	Iteration 16Q: 3 clusters Score -1.716916e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142502 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -17169172.000000 Penalty: 5889.445312
	Iteration 17Q: 3 clusters Score -1.716917e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142493 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -17169180.000000 Penalty: 5889.445312
	Iteration 18Q: 3 clusters Score -1.716918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142484 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -17169190.000000 Penalty: 5889.445312
	Iteration 19Q: 3 clusters Score -1.716919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142481 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -17169224.000000 Penalty: 5889.445312
	Iteration 20F: 3 clusters Score -1.716922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142478 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -17169216.000000 Penalty: 5889.445312
	Iteration 21Q: 3 clusters Score -1.716922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142480 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -17169218.000000 Penalty: 5889.445312
	Iteration 22Q: 3 clusters Score -1.716922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142479 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -17169216.000000 Penalty: 5889.445312
	Iteration 23Q: 3 clusters Score -1.716922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142476 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -17169224.000000 Penalty: 5889.445312
	Iteration 24Q: 3 clusters Score -1.716922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142472 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -17169224.000000 Penalty: 5889.445312
	Iteration 25Q: 3 clusters Score -1.716922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142473 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -17169210.000000 Penalty: 5889.445312
	Iteration 26Q: 3 clusters Score -1.716921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142472 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -17169218.000000 Penalty: 5889.445312
	Iteration 27Q: 3 clusters Score -1.716922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142468 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -17169224.000000 Penalty: 5889.445312
	Iteration 28Q: 3 clusters Score -1.716922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142466 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -17169230.000000 Penalty: 5889.445312
	Iteration 29Q: 3 clusters Score -1.716923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142465 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -17169228.000000 Penalty: 5889.445312
	Iteration 30Q: 3 clusters Score -1.716923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142464 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -17169230.000000 Penalty: 5889.445312
	Iteration 31Q: 3 clusters Score -1.716923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142461 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -17169230.000000 Penalty: 5889.445312
	Iteration 32Q: 3 clusters Score -1.716923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142459 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -17169232.000000 Penalty: 5889.445312
	Iteration 33Q: 3 clusters Score -1.716923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142460 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -17169226.000000 Penalty: 5889.445312
	Iteration 34Q: 3 clusters Score -1.716923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142463 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -17169238.000000 Penalty: 5889.445312
	Iteration 35Q: 3 clusters Score -1.716924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142461 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -17169246.000000 Penalty: 5889.445312
	Iteration 36Q: 3 clusters Score -1.716925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142459 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -17169248.000000 Penalty: 5889.445312
	Iteration 37Q: 3 clusters Score -1.716925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142459 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -17169248.000000 Penalty: 5889.445312
	Iteration 38Q: 3 clusters Score -1.716925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142458 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -17169252.000000 Penalty: 5889.445312
	Iteration 39Q: 3 clusters Score -1.716925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142457 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -17169256.000000 Penalty: 5889.445312
	Iteration 40F: 3 clusters Score -1.716926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142456 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -17169258.000000 Penalty: 5889.445312
	Iteration 41Q: 3 clusters Score -1.716926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142456 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -17169258.000000 Penalty: 5889.445312
	Iteration 42F: 3 clusters Score -1.716926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Entering Unmasked Estep 
Score: -4778025.000000 Penalty: 2636.999756
	Iteration 0F: 2 clusters Score -4778025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4749921.500000 Penalty: 5273.999512
	Iteration 0F: 3 clusters Score -4749922 nChanged 19061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -4760461.500000 Penalty: 5273.999512
	Iteration 1F: 3 clusters Score -4760462 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -4761098.500000 Penalty: 5273.999512
	Iteration 2Q: 3 clusters Score -4761098 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -4761712.000000 Penalty: 5273.999512
	Iteration 3Q: 3 clusters Score -4761712 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -4762412.000000 Penalty: 5273.999512
	Iteration 4Q: 3 clusters Score -4762412 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -4763215.500000 Penalty: 5273.999512
	Iteration 5Q: 3 clusters Score -4763216 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -4764202.500000 Penalty: 5273.999512
	Iteration 6Q: 3 clusters Score -4764202 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -4765470.500000 Penalty: 5273.999512
	Iteration 7F: 3 clusters Score -4765470 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -4767300.500000 Penalty: 5273.999512
	Iteration 8F: 3 clusters Score -4767300 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -4769329.000000 Penalty: 5273.999512
	Iteration 9F: 3 clusters Score -4769329 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4771323.500000 Penalty: 5273.999512
	Iteration 10F: 3 clusters Score -4771324 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -4772971.000000 Penalty: 5273.999512
	Iteration 11Q: 3 clusters Score -4772971 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -4774133.000000 Penalty: 5273.999512
	Iteration 12Q: 3 clusters Score -4774133 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -4774824.500000 Penalty: 5273.999512
	Iteration 13Q: 3 clusters Score -4774824 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -4775191.000000 Penalty: 5273.999512
	Iteration 14Q: 3 clusters Score -4775191 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -4775395.000000 Penalty: 5273.999512
	Iteration 15Q: 3 clusters Score -4775395 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -4775548.000000 Penalty: 5273.999512
	Iteration 16Q: 3 clusters Score -4775548 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -4775644.000000 Penalty: 5273.999512
	Iteration 17Q: 3 clusters Score -4775644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -4775712.000000 Penalty: 5273.999512
	Iteration 18Q: 3 clusters Score -4775712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -4775748.500000 Penalty: 5273.999512
	Iteration 19Q: 3 clusters Score -4775748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -4775780.000000 Penalty: 5273.999512
	Iteration 20F: 3 clusters Score -4775780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -4775801.500000 Penalty: 5273.999512
	Iteration 21Q: 3 clusters Score -4775802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -4775819.000000 Penalty: 5273.999512
	Iteration 22Q: 3 clusters Score -4775819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -4775828.000000 Penalty: 5273.999512
	Iteration 23Q: 3 clusters Score -4775828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -4775834.500000 Penalty: 5273.999512
	Iteration 24Q: 3 clusters Score -4775834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -4775840.000000 Penalty: 5273.999512
	Iteration 25Q: 3 clusters Score -4775840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -4775837.500000 Penalty: 5273.999512
	Iteration 26Q: 3 clusters Score -4775838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -4775836.500000 Penalty: 5273.999512
	Iteration 27Q: 3 clusters Score -4775836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -4775842.500000 Penalty: 5273.999512
	Iteration 28Q: 3 clusters Score -4775842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -4775834.500000 Penalty: 5273.999512
	Iteration 29Q: 3 clusters Score -4775834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -4775839.500000 Penalty: 5273.999512
	Iteration 30Q: 3 clusters Score -4775840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -4775840.000000 Penalty: 5273.999512
	Iteration 31Q: 3 clusters Score -4775840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -4775842.500000 Penalty: 5273.999512
	Iteration 32Q: 3 clusters Score -4775842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -4775842.500000 Penalty: 5273.999512
	Iteration 33F: 3 clusters Score -4775842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Entering Unmasked Estep 
Score: -4392371.500000 Penalty: 2605.792969
	Iteration 0F: 2 clusters Score -4392372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -4367642.000000 Penalty: 5211.585938
	Iteration 0F: 3 clusters Score -4367642 nChanged 16559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4376531.500000 Penalty: 5211.585938
	Iteration 1F: 3 clusters Score -4376532 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -4376979.000000 Penalty: 5211.585938
	Iteration 2Q: 3 clusters Score -4376979 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -4377336.500000 Penalty: 5211.585938
	Iteration 3Q: 3 clusters Score -4377336 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -4377654.000000 Penalty: 5211.585938
	Iteration 4Q: 3 clusters Score -4377654 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -4378058.500000 Penalty: 5211.585938
	Iteration 5Q: 3 clusters Score -4378058 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4378512.500000 Penalty: 5211.585938
	Iteration 6Q: 3 clusters Score -4378512 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -4379169.500000 Penalty: 5211.585938
	Iteration 7Q: 3 clusters Score -4379170 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -4380176.500000 Penalty: 5211.585938
	Iteration 8Q: 3 clusters Score -4380176 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -4381617.500000 Penalty: 5211.585938
	Iteration 9F: 3 clusters Score -4381618 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -4383363.000000 Penalty: 5211.585938
	Iteration 10F: 3 clusters Score -4383363 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -4385275.000000 Penalty: 5211.585938
	Iteration 11F: 3 clusters Score -4385275 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4387031.500000 Penalty: 5211.585938
	Iteration 12F: 3 clusters Score -4387032 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4388342.500000 Penalty: 5211.585938
	Iteration 13Q: 3 clusters Score -4388342 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4389104.500000 Penalty: 5211.585938
	Iteration 14Q: 3 clusters Score -4389104 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4389512.500000 Penalty: 5211.585938
	Iteration 15Q: 3 clusters Score -4389512 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4389762.000000 Penalty: 5211.585938
	Iteration 16Q: 3 clusters Score -4389762 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4389902.000000 Penalty: 5211.585938
	Iteration 17Q: 3 clusters Score -4389902 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4389982.500000 Penalty: 5211.585938
	Iteration 18Q: 3 clusters Score -4389982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4390021.000000 Penalty: 5211.585938
	Iteration 19Q: 3 clusters Score -4390021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4390040.500000 Penalty: 5211.585938
	Iteration 20F: 3 clusters Score -4390040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4390067.500000 Penalty: 5211.585938
	Iteration 21Q: 3 clusters Score -4390068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4390072.000000 Penalty: 5211.585938
	Iteration 22Q: 3 clusters Score -4390072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4390090.000000 Penalty: 5211.585938
	Iteration 23Q: 3 clusters Score -4390090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4390098.000000 Penalty: 5211.585938
	Iteration 24Q: 3 clusters Score -4390098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4390102.000000 Penalty: 5211.585938
	Iteration 25Q: 3 clusters Score -4390102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4390106.000000 Penalty: 5211.585938
	Iteration 26Q: 3 clusters Score -4390106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4390108.000000 Penalty: 5211.585938
	Iteration 27Q: 3 clusters Score -4390108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4390112.500000 Penalty: 5211.585938
	Iteration 28Q: 3 clusters Score -4390112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4390115.000000 Penalty: 5211.585938
	Iteration 29Q: 3 clusters Score -4390115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4390115.000000 Penalty: 5211.585938
	Iteration 30F: 3 clusters Score -4390115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Entering Unmasked Estep 
Score: -1779315.875000 Penalty: 2387.971924
	Iteration 0F: 2 clusters Score -1779316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1768296.500000 Penalty: 4775.943848
	Iteration 0F: 3 clusters Score -1768296 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1771770.125000 Penalty: 4775.943848
	Iteration 1F: 3 clusters Score -1771770 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1772125.250000 Penalty: 4775.943848
	Iteration 2F: 3 clusters Score -1772125 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1772455.375000 Penalty: 4775.943848
	Iteration 3F: 3 clusters Score -1772455 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1772757.875000 Penalty: 4775.943848
	Iteration 4Q: 3 clusters Score -1772758 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1773002.250000 Penalty: 4775.943848
	Iteration 5Q: 3 clusters Score -1773002 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1773240.375000 Penalty: 4775.943848
	Iteration 6Q: 3 clusters Score -1773240 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1773464.000000 Penalty: 4775.943848
	Iteration 7Q: 3 clusters Score -1773464 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1773686.125000 Penalty: 4775.943848
	Iteration 8Q: 3 clusters Score -1773686 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1773919.125000 Penalty: 4775.943848
	Iteration 9Q: 3 clusters Score -1773919 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1774160.875000 Penalty: 4775.943848
	Iteration 10Q: 3 clusters Score -1774161 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1774450.875000 Penalty: 4775.943848
	Iteration 11Q: 3 clusters Score -1774451 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1774778.250000 Penalty: 4775.943848
	Iteration 12Q: 3 clusters Score -1774778 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1775073.500000 Penalty: 4775.943848
	Iteration 13Q: 3 clusters Score -1775074 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1775362.875000 Penalty: 4775.943848
	Iteration 14Q: 3 clusters Score -1775363 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1775617.000000 Penalty: 4775.943848
	Iteration 15Q: 3 clusters Score -1775617 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1775797.875000 Penalty: 4775.943848
	Iteration 16Q: 3 clusters Score -1775798 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1775938.125000 Penalty: 4775.943848
	Iteration 17Q: 3 clusters Score -1775938 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1776052.000000 Penalty: 4775.943848
	Iteration 18Q: 3 clusters Score -1776052 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1776141.625000 Penalty: 4775.943848
	Iteration 19Q: 3 clusters Score -1776142 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1776234.375000 Penalty: 4775.943848
	Iteration 20F: 3 clusters Score -1776234 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1776293.875000 Penalty: 4775.943848
	Iteration 21Q: 3 clusters Score -1776294 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1776349.375000 Penalty: 4775.943848
	Iteration 22Q: 3 clusters Score -1776349 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1776402.750000 Penalty: 4775.943848
	Iteration 23Q: 3 clusters Score -1776403 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1776449.250000 Penalty: 4775.943848
	Iteration 24Q: 3 clusters Score -1776449 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1776500.000000 Penalty: 4775.943848
	Iteration 25Q: 3 clusters Score -1776500 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1776551.000000 Penalty: 4775.943848
	Iteration 26Q: 3 clusters Score -1776551 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1776611.125000 Penalty: 4775.943848
	Iteration 27Q: 3 clusters Score -1776611 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1776674.750000 Penalty: 4775.943848
	Iteration 28Q: 3 clusters Score -1776675 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1776729.875000 Penalty: 4775.943848
	Iteration 29Q: 3 clusters Score -1776730 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1776775.625000 Penalty: 4775.943848
	Iteration 30Q: 3 clusters Score -1776776 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1776823.125000 Penalty: 4775.943848
	Iteration 31Q: 3 clusters Score -1776823 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1776859.500000 Penalty: 4775.943848
	Iteration 32Q: 3 clusters Score -1776860 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1776885.875000 Penalty: 4775.943848
	Iteration 33Q: 3 clusters Score -1776886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1776913.250000 Penalty: 4775.943848
	Iteration 34Q: 3 clusters Score -1776913 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1776944.875000 Penalty: 4775.943848
	Iteration 35Q: 3 clusters Score -1776945 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1776979.625000 Penalty: 4775.943848
	Iteration 36Q: 3 clusters Score -1776980 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1777012.500000 Penalty: 4775.943848
	Iteration 37Q: 3 clusters Score -1777012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1777037.250000 Penalty: 4775.943848
	Iteration 38Q: 3 clusters Score -1777037 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1777059.250000 Penalty: 4775.943848
	Iteration 39Q: 3 clusters Score -1777059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1777079.125000 Penalty: 4775.943848
	Iteration 40F: 3 clusters Score -1777079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1777095.375000 Penalty: 4775.943848
	Iteration 41Q: 3 clusters Score -1777095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1777103.000000 Penalty: 4775.943848
	Iteration 42Q: 3 clusters Score -1777103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1777110.375000 Penalty: 4775.943848
	Iteration 43Q: 3 clusters Score -1777110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1777125.875000 Penalty: 4775.943848
	Iteration 44Q: 3 clusters Score -1777126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1777134.375000 Penalty: 4775.943848
	Iteration 45Q: 3 clusters Score -1777134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1777131.625000 Penalty: 4775.943848
	Iteration 46Q: 3 clusters Score -1777132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1777138.125000 Penalty: 4775.943848
	Iteration 47Q: 3 clusters Score -1777138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1777140.625000 Penalty: 4775.943848
	Iteration 48Q: 3 clusters Score -1777141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1777145.375000 Penalty: 4775.943848
	Iteration 49Q: 3 clusters Score -1777145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1777153.500000 Penalty: 4775.943848
	Iteration 50Q: 3 clusters Score -1777154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1777154.750000 Penalty: 4775.943848
	Iteration 51Q: 3 clusters Score -1777155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1777155.375000 Penalty: 4775.943848
	Iteration 52Q: 3 clusters Score -1777155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1777154.625000 Penalty: 4775.943848
	Iteration 53Q: 3 clusters Score -1777155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1777155.125000 Penalty: 4775.943848
	Iteration 54Q: 3 clusters Score -1777155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1777158.250000 Penalty: 4775.943848
	Iteration 55Q: 3 clusters Score -1777158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1777159.750000 Penalty: 4775.943848
	Iteration 56Q: 3 clusters Score -1777160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1777162.375000 Penalty: 4775.943848
	Iteration 57Q: 3 clusters Score -1777162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1777163.375000 Penalty: 4775.943848
	Iteration 58Q: 3 clusters Score -1777163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1777168.000000 Penalty: 4775.943848
	Iteration 59Q: 3 clusters Score -1777168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1777169.250000 Penalty: 4775.943848
	Iteration 60F: 3 clusters Score -1777169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Entering Unmasked Estep 
Score: -4081418.000000 Penalty: 2590.012695
	Iteration 0F: 2 clusters Score -4081418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4057951.000000 Penalty: 5180.025391
	Iteration 0F: 3 clusters Score -4057951 nChanged 15591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -4066591.500000 Penalty: 5180.025391
	Iteration 1F: 3 clusters Score -4066592 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -4067193.000000 Penalty: 5180.025391
	Iteration 2Q: 3 clusters Score -4067193 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -4067796.000000 Penalty: 5180.025391
	Iteration 3Q: 3 clusters Score -4067796 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -4068350.500000 Penalty: 5180.025391
	Iteration 4Q: 3 clusters Score -4068350 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4069036.250000 Penalty: 5180.025391
	Iteration 5Q: 3 clusters Score -4069036 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -4069945.000000 Penalty: 5180.025391
	Iteration 6Q: 3 clusters Score -4069945 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -4071216.750000 Penalty: 5180.025391
	Iteration 7F: 3 clusters Score -4071217 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -4072860.000000 Penalty: 5180.025391
	Iteration 8F: 3 clusters Score -4072860 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -4074708.500000 Penalty: 5180.025391
	Iteration 9F: 3 clusters Score -4074708 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4076394.000000 Penalty: 5180.025391
	Iteration 10F: 3 clusters Score -4076394 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4077552.250000 Penalty: 5180.025391
	Iteration 11Q: 3 clusters Score -4077552 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4078262.250000 Penalty: 5180.025391
	Iteration 12Q: 3 clusters Score -4078262 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4078650.500000 Penalty: 5180.025391
	Iteration 13Q: 3 clusters Score -4078650 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4078877.250000 Penalty: 5180.025391
	Iteration 14Q: 3 clusters Score -4078877 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4079021.750000 Penalty: 5180.025391
	Iteration 15Q: 3 clusters Score -4079022 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4079121.000000 Penalty: 5180.025391
	Iteration 16Q: 3 clusters Score -4079121 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4079166.500000 Penalty: 5180.025391
	Iteration 17Q: 3 clusters Score -4079166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4079214.250000 Penalty: 5180.025391
	Iteration 18Q: 3 clusters Score -4079214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4079234.000000 Penalty: 5180.025391
	Iteration 19Q: 3 clusters Score -4079234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4079248.000000 Penalty: 5180.025391
	Iteration 20F: 3 clusters Score -4079248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4079260.500000 Penalty: 5180.025391
	Iteration 21Q: 3 clusters Score -4079260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4079267.000000 Penalty: 5180.025391
	Iteration 22Q: 3 clusters Score -4079267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4079273.500000 Penalty: 5180.025391
	Iteration 23Q: 3 clusters Score -4079274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4079279.750000 Penalty: 5180.025391
	Iteration 24Q: 3 clusters Score -4079280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4079281.000000 Penalty: 5180.025391
	Iteration 25Q: 3 clusters Score -4079281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4079292.750000 Penalty: 5180.025391
	Iteration 26Q: 3 clusters Score -4079293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4079301.000000 Penalty: 5180.025391
	Iteration 27Q: 3 clusters Score -4079301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4079300.250000 Penalty: 5180.025391
	Iteration 28Q: 3 clusters Score -4079300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4079303.750000 Penalty: 5180.025391
	Iteration 29Q: 3 clusters Score -4079304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4079303.250000 Penalty: 5180.025391
	Iteration 30Q: 3 clusters Score -4079303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4079304.500000 Penalty: 5180.025391
	Iteration 31Q: 3 clusters Score -4079304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4079304.000000 Penalty: 5180.025391
	Iteration 32Q: 3 clusters Score -4079304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4079305.000000 Penalty: 5180.025391
	Iteration 33Q: 3 clusters Score -4079305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4079304.500000 Penalty: 5180.025391
	Iteration 34Q: 3 clusters Score -4079304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4079305.750000 Penalty: 5180.025391
	Iteration 35Q: 3 clusters Score -4079306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4079310.500000 Penalty: 5180.025391
	Iteration 36Q: 3 clusters Score -4079310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4079310.500000 Penalty: 5180.025391
	Iteration 37F: 3 clusters Score -4079310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (174413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174413 members 
Entering Unmasked Estep 
Score: -20851234.000000 Penalty: 2993.156982
	Iteration 0F: 2 clusters Score -2.085123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 87441 members 
Entering Unmasked Estep 
Score: -20740858.000000 Penalty: 5986.313965
	Iteration 0F: 3 clusters Score -2.074086e+07 nChanged 83925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -20790182.000000 Penalty: 5986.313965
	Iteration 1F: 3 clusters Score -2.079018e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -20791996.000000 Penalty: 5986.313965
	Iteration 2Q: 3 clusters Score -2.0792e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73993 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -20795050.000000 Penalty: 5986.313965
	Iteration 3Q: 3 clusters Score -2.079505e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 108211 members 
Entering Unmasked Estep 
Score: -20800472.000000 Penalty: 5986.313965
	Iteration 4F: 3 clusters Score -2.080047e+07 nChanged 12880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 118845 members 
Entering Unmasked Estep 
Score: -20809146.000000 Penalty: 5986.313965
	Iteration 5F: 3 clusters Score -2.080915e+07 nChanged 14412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 131359 members 
Entering Unmasked Estep 
Score: -20820838.000000 Penalty: 5986.313965
	Iteration 6F: 3 clusters Score -2.082084e+07 nChanged 13733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 143740 members 
Entering Unmasked Estep 
Score: -20832336.000000 Penalty: 5986.313965
	Iteration 7F: 3 clusters Score -2.083234e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 153819 members 
Entering Unmasked Estep 
Score: -20840424.000000 Penalty: 5986.313965
	Iteration 8F: 3 clusters Score -2.084042e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 161084 members 
Entering Unmasked Estep 
Score: -20844880.000000 Penalty: 5986.313965
	Iteration 9Q: 3 clusters Score -2.084488e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 165768 members 
Entering Unmasked Estep 
Score: -20847132.000000 Penalty: 5986.313965
	Iteration 10Q: 3 clusters Score -2.084713e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 168553 members 
Entering Unmasked Estep 
Score: -20848224.000000 Penalty: 5986.313965
	Iteration 11Q: 3 clusters Score -2.084822e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 170285 members 
Entering Unmasked Estep 
Score: -20848716.000000 Penalty: 5986.313965
	Iteration 12Q: 3 clusters Score -2.084872e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 171309 members 
Entering Unmasked Estep 
Score: -20849084.000000 Penalty: 5986.313965
	Iteration 13Q: 3 clusters Score -2.084908e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 171962 members 
Entering Unmasked Estep 
Score: -20849204.000000 Penalty: 5986.313965
	Iteration 14Q: 3 clusters Score -2.08492e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 172368 members 
Entering Unmasked Estep 
Score: -20849228.000000 Penalty: 5986.313965
	Iteration 15Q: 3 clusters Score -2.084923e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 172604 members 
Entering Unmasked Estep 
Score: -20849240.000000 Penalty: 5986.313965
	Iteration 16Q: 3 clusters Score -2.084924e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 172754 members 
Entering Unmasked Estep 
Score: -20849258.000000 Penalty: 5986.313965
	Iteration 17Q: 3 clusters Score -2.084926e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 172852 members 
Entering Unmasked Estep 
Score: -20849342.000000 Penalty: 5986.313965
	Iteration 18Q: 3 clusters Score -2.084934e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 172905 members 
Entering Unmasked Estep 
Score: -20849368.000000 Penalty: 5986.313965
	Iteration 19Q: 3 clusters Score -2.084937e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 172945 members 
Entering Unmasked Estep 
Score: -20849324.000000 Penalty: 5986.313965
	Iteration 20F: 3 clusters Score -2.084932e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 172977 members 
Entering Unmasked Estep 
Score: -20849360.000000 Penalty: 5986.313965
	Iteration 21Q: 3 clusters Score -2.084936e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 173018 members 
Entering Unmasked Estep 
Score: -20849382.000000 Penalty: 5986.313965
	Iteration 22Q: 3 clusters Score -2.084938e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 173037 members 
Entering Unmasked Estep 
Score: -20849362.000000 Penalty: 5986.313965
	Iteration 23Q: 3 clusters Score -2.084936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 173059 members 
Entering Unmasked Estep 
Score: -20849360.000000 Penalty: 5986.313965
	Iteration 24Q: 3 clusters Score -2.084936e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 173076 members 
Entering Unmasked Estep 
Score: -20849362.000000 Penalty: 5986.313965
	Iteration 25Q: 3 clusters Score -2.084936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 173088 members 
Entering Unmasked Estep 
Score: -20849386.000000 Penalty: 5986.313965
	Iteration 26Q: 3 clusters Score -2.084939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 173098 members 
Entering Unmasked Estep 
Score: -20849374.000000 Penalty: 5986.313965
	Iteration 27Q: 3 clusters Score -2.084937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 173101 members 
Entering Unmasked Estep 
Score: -20849378.000000 Penalty: 5986.313965
	Iteration 28Q: 3 clusters Score -2.084938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 173111 members 
Entering Unmasked Estep 
Score: -20849376.000000 Penalty: 5986.313965
	Iteration 29Q: 3 clusters Score -2.084938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 173119 members 
Entering Unmasked Estep 
Score: -20849404.000000 Penalty: 5986.313965
	Iteration 30Q: 3 clusters Score -2.08494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 173131 members 
Entering Unmasked Estep 
Score: -20849402.000000 Penalty: 5986.313965
	Iteration 31Q: 3 clusters Score -2.08494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 173140 members 
Entering Unmasked Estep 
Score: -20849414.000000 Penalty: 5986.313965
	Iteration 32Q: 3 clusters Score -2.084941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 173151 members 
Entering Unmasked Estep 
Score: -20849388.000000 Penalty: 5986.313965
	Iteration 33Q: 3 clusters Score -2.084939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 173161 members 
Entering Unmasked Estep 
Score: -20849398.000000 Penalty: 5986.313965
	Iteration 34Q: 3 clusters Score -2.08494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 173169 members 
Entering Unmasked Estep 
Score: -20849370.000000 Penalty: 5986.313965
	Iteration 35Q: 3 clusters Score -2.084937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 173180 members 
Entering Unmasked Estep 
Score: -20849386.000000 Penalty: 5986.313965
	Iteration 36Q: 3 clusters Score -2.084939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 173182 members 
Entering Unmasked Estep 
Score: -20849392.000000 Penalty: 5986.313965
	Iteration 37Q: 3 clusters Score -2.084939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 173184 members 
Entering Unmasked Estep 
Score: -20849388.000000 Penalty: 5986.313965
	Iteration 38Q: 3 clusters Score -2.084939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 173185 members 
Entering Unmasked Estep 
Score: -20849408.000000 Penalty: 5986.313965
	Iteration 39Q: 3 clusters Score -2.084941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 173186 members 
Entering Unmasked Estep 
Score: -20849398.000000 Penalty: 5986.313965
	Iteration 40F: 3 clusters Score -2.08494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 173185 members 
Entering Unmasked Estep 
Score: -20849404.000000 Penalty: 5986.313965
	Iteration 41Q: 3 clusters Score -2.08494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 173183 members 
Entering Unmasked Estep 
Score: -20849396.000000 Penalty: 5986.313965
	Iteration 42Q: 3 clusters Score -2.08494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 173183 members 
Entering Unmasked Estep 
Score: -20849396.000000 Penalty: 5986.313965
	Iteration 43F: 3 clusters Score -2.08494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Entering Unmasked Estep 
Score: -7163639.000000 Penalty: 2729.950928
	Iteration 0F: 2 clusters Score -7163639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -7123300.000000 Penalty: 5459.901855
	Iteration 0F: 3 clusters Score -7123300 nChanged 28076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -7138971.500000 Penalty: 5459.901855
	Iteration 1F: 3 clusters Score -7138972 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -7139680.500000 Penalty: 5459.901855
	Iteration 2Q: 3 clusters Score -7139680 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -7140354.500000 Penalty: 5459.901855
	Iteration 3Q: 3 clusters Score -7140354 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -7141101.000000 Penalty: 5459.901855
	Iteration 4Q: 3 clusters Score -7141101 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -7141974.000000 Penalty: 5459.901855
	Iteration 5Q: 3 clusters Score -7141974 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -7142860.000000 Penalty: 5459.901855
	Iteration 6Q: 3 clusters Score -7142860 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -7143848.500000 Penalty: 5459.901855
	Iteration 7Q: 3 clusters Score -7143848 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -7144956.500000 Penalty: 5459.901855
	Iteration 8Q: 3 clusters Score -7144956 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -7146048.000000 Penalty: 5459.901855
	Iteration 9Q: 3 clusters Score -7146048 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -7147157.000000 Penalty: 5459.901855
	Iteration 10Q: 3 clusters Score -7147157 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -7148476.000000 Penalty: 5459.901855
	Iteration 11Q: 3 clusters Score -7148476 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -7149816.000000 Penalty: 5459.901855
	Iteration 12Q: 3 clusters Score -7149816 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -7150960.500000 Penalty: 5459.901855
	Iteration 13Q: 3 clusters Score -7150960 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -7151860.500000 Penalty: 5459.901855
	Iteration 14Q: 3 clusters Score -7151860 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -7152697.000000 Penalty: 5459.901855
	Iteration 15Q: 3 clusters Score -7152697 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -7153595.500000 Penalty: 5459.901855
	Iteration 16Q: 3 clusters Score -7153596 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -7154454.000000 Penalty: 5459.901855
	Iteration 17Q: 3 clusters Score -7154454 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -7155283.500000 Penalty: 5459.901855
	Iteration 18Q: 3 clusters Score -7155284 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -7155939.000000 Penalty: 5459.901855
	Iteration 19Q: 3 clusters Score -7155939 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -7156437.000000 Penalty: 5459.901855
	Iteration 20F: 3 clusters Score -7156437 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -7156766.000000 Penalty: 5459.901855
	Iteration 21Q: 3 clusters Score -7156766 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -7157047.500000 Penalty: 5459.901855
	Iteration 22Q: 3 clusters Score -7157048 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -7157304.500000 Penalty: 5459.901855
	Iteration 23Q: 3 clusters Score -7157304 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -7157563.000000 Penalty: 5459.901855
	Iteration 24Q: 3 clusters Score -7157563 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -7157730.000000 Penalty: 5459.901855
	Iteration 25Q: 3 clusters Score -7157730 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -7157931.500000 Penalty: 5459.901855
	Iteration 26Q: 3 clusters Score -7157932 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -7158046.000000 Penalty: 5459.901855
	Iteration 27Q: 3 clusters Score -7158046 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -7158148.500000 Penalty: 5459.901855
	Iteration 28Q: 3 clusters Score -7158148 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -7158235.500000 Penalty: 5459.901855
	Iteration 29Q: 3 clusters Score -7158236 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -7158332.500000 Penalty: 5459.901855
	Iteration 30Q: 3 clusters Score -7158332 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -7158361.500000 Penalty: 5459.901855
	Iteration 31Q: 3 clusters Score -7158362 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -7158386.000000 Penalty: 5459.901855
	Iteration 32Q: 3 clusters Score -7158386 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -7158463.500000 Penalty: 5459.901855
	Iteration 33Q: 3 clusters Score -7158464 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -7158515.000000 Penalty: 5459.901855
	Iteration 34Q: 3 clusters Score -7158515 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -7158536.500000 Penalty: 5459.901855
	Iteration 35Q: 3 clusters Score -7158536 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -7158540.000000 Penalty: 5459.901855
	Iteration 36Q: 3 clusters Score -7158540 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -7158619.000000 Penalty: 5459.901855
	Iteration 37Q: 3 clusters Score -7158619 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -7158629.500000 Penalty: 5459.901855
	Iteration 38Q: 3 clusters Score -7158630 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -7158657.500000 Penalty: 5459.901855
	Iteration 39Q: 3 clusters Score -7158658 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -7158692.500000 Penalty: 5459.901855
	Iteration 40F: 3 clusters Score -7158692 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -7158714.500000 Penalty: 5459.901855
	Iteration 41Q: 3 clusters Score -7158714 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -7158751.500000 Penalty: 5459.901855
	Iteration 42Q: 3 clusters Score -7158752 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -7158784.500000 Penalty: 5459.901855
	Iteration 43Q: 3 clusters Score -7158784 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -7158813.500000 Penalty: 5459.901855
	Iteration 44Q: 3 clusters Score -7158814 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -7158846.500000 Penalty: 5459.901855
	Iteration 45Q: 3 clusters Score -7158846 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -7158849.500000 Penalty: 5459.901855
	Iteration 46Q: 3 clusters Score -7158850 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -7158867.000000 Penalty: 5459.901855
	Iteration 47Q: 3 clusters Score -7158867 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -7158884.500000 Penalty: 5459.901855
	Iteration 48Q: 3 clusters Score -7158884 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -7158902.000000 Penalty: 5459.901855
	Iteration 49Q: 3 clusters Score -7158902 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -7158927.500000 Penalty: 5459.901855
	Iteration 50Q: 3 clusters Score -7158928 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -7158951.000000 Penalty: 5459.901855
	Iteration 51Q: 3 clusters Score -7158951 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -7158963.500000 Penalty: 5459.901855
	Iteration 52Q: 3 clusters Score -7158964 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -7158967.000000 Penalty: 5459.901855
	Iteration 53Q: 3 clusters Score -7158967 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -7159002.000000 Penalty: 5459.901855
	Iteration 54Q: 3 clusters Score -7159002 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -7159004.000000 Penalty: 5459.901855
	Iteration 55Q: 3 clusters Score -7159004 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -7159029.500000 Penalty: 5459.901855
	Iteration 56Q: 3 clusters Score -7159030 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -7159032.000000 Penalty: 5459.901855
	Iteration 57Q: 3 clusters Score -7159032 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -7159055.000000 Penalty: 5459.901855
	Iteration 58Q: 3 clusters Score -7159055 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -7159100.500000 Penalty: 5459.901855
	Iteration 59Q: 3 clusters Score -7159100 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -7159112.000000 Penalty: 5459.901855
	Iteration 60F: 3 clusters Score -7159112 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -7159109.500000 Penalty: 5459.901855
	Iteration 61Q: 3 clusters Score -7159110 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -7159122.500000 Penalty: 5459.901855
	Iteration 62Q: 3 clusters Score -7159122 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -7159142.000000 Penalty: 5459.901855
	Iteration 63Q: 3 clusters Score -7159142 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -7159170.000000 Penalty: 5459.901855
	Iteration 64Q: 3 clusters Score -7159170 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -7159175.500000 Penalty: 5459.901855
	Iteration 65Q: 3 clusters Score -7159176 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -7159190.000000 Penalty: 5459.901855
	Iteration 66Q: 3 clusters Score -7159190 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -7159191.000000 Penalty: 5459.901855
	Iteration 67Q: 3 clusters Score -7159191 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -7159205.500000 Penalty: 5459.901855
	Iteration 68Q: 3 clusters Score -7159206 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -7159212.000000 Penalty: 5459.901855
	Iteration 69Q: 3 clusters Score -7159212 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -7159226.000000 Penalty: 5459.901855
	Iteration 70Q: 3 clusters Score -7159226 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -7159219.000000 Penalty: 5459.901855
	Iteration 71Q: 3 clusters Score -7159219 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -7159215.000000 Penalty: 5459.901855
	Iteration 72Q: 3 clusters Score -7159215 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -7159233.500000 Penalty: 5459.901855
	Iteration 73Q: 3 clusters Score -7159234 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -7159245.000000 Penalty: 5459.901855
	Iteration 74Q: 3 clusters Score -7159245 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -7159258.000000 Penalty: 5459.901855
	Iteration 75Q: 3 clusters Score -7159258 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -7159267.000000 Penalty: 5459.901855
	Iteration 76Q: 3 clusters Score -7159267 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -7159259.500000 Penalty: 5459.901855
	Iteration 77Q: 3 clusters Score -7159260 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -7159282.500000 Penalty: 5459.901855
	Iteration 78Q: 3 clusters Score -7159282 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -7159282.000000 Penalty: 5459.901855
	Iteration 79Q: 3 clusters Score -7159282 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -7159297.500000 Penalty: 5459.901855
	Iteration 80F: 3 clusters Score -7159298 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -7159299.500000 Penalty: 5459.901855
	Iteration 81Q: 3 clusters Score -7159300 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -7159308.500000 Penalty: 5459.901855
	Iteration 82Q: 3 clusters Score -7159308 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -7159325.500000 Penalty: 5459.901855
	Iteration 83Q: 3 clusters Score -7159326 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7159323.000000 Penalty: 5459.901855
	Iteration 84Q: 3 clusters Score -7159323 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -7159326.000000 Penalty: 5459.901855
	Iteration 85Q: 3 clusters Score -7159326 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -7159306.500000 Penalty: 5459.901855
	Iteration 86Q: 3 clusters Score -7159306 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -7159321.000000 Penalty: 5459.901855
	Iteration 87Q: 3 clusters Score -7159321 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -7159310.500000 Penalty: 5459.901855
	Iteration 88Q: 3 clusters Score -7159310 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -7159325.000000 Penalty: 5459.901855
	Iteration 89Q: 3 clusters Score -7159325 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -7159313.500000 Penalty: 5459.901855
	Iteration 90Q: 3 clusters Score -7159314 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -7159330.500000 Penalty: 5459.901855
	Iteration 91Q: 3 clusters Score -7159330 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -7159327.500000 Penalty: 5459.901855
	Iteration 92Q: 3 clusters Score -7159328 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -7159351.000000 Penalty: 5459.901855
	Iteration 93Q: 3 clusters Score -7159351 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -7159354.500000 Penalty: 5459.901855
	Iteration 94Q: 3 clusters Score -7159354 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -7159359.000000 Penalty: 5459.901855
	Iteration 95Q: 3 clusters Score -7159359 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -7159379.000000 Penalty: 5459.901855
	Iteration 96Q: 3 clusters Score -7159379 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -7159374.500000 Penalty: 5459.901855
	Iteration 97Q: 3 clusters Score -7159374 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -7159392.500000 Penalty: 5459.901855
	Iteration 98Q: 3 clusters Score -7159392 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -7159401.000000 Penalty: 5459.901855
	Iteration 99Q: 3 clusters Score -7159401 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -7159428.500000 Penalty: 5459.901855
	Iteration 100F: 3 clusters Score -7159428 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -7159417.000000 Penalty: 5459.901855
	Iteration 101Q: 3 clusters Score -7159417 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -7159425.000000 Penalty: 5459.901855
	Iteration 102Q: 3 clusters Score -7159425 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -7159457.000000 Penalty: 5459.901855
	Iteration 103Q: 3 clusters Score -7159457 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -7159467.500000 Penalty: 5459.901855
	Iteration 104Q: 3 clusters Score -7159468 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -7159476.000000 Penalty: 5459.901855
	Iteration 105Q: 3 clusters Score -7159476 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -7159479.000000 Penalty: 5459.901855
	Iteration 106Q: 3 clusters Score -7159479 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -7159528.000000 Penalty: 5459.901855
	Iteration 107Q: 3 clusters Score -7159528 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -7159505.000000 Penalty: 5459.901855
	Iteration 108Q: 3 clusters Score -7159505 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -7159519.000000 Penalty: 5459.901855
	Iteration 109Q: 3 clusters Score -7159519 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -7159539.000000 Penalty: 5459.901855
	Iteration 110Q: 3 clusters Score -7159539 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -7159538.000000 Penalty: 5459.901855
	Iteration 111Q: 3 clusters Score -7159538 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -7159531.000000 Penalty: 5459.901855
	Iteration 112Q: 3 clusters Score -7159531 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -7159544.000000 Penalty: 5459.901855
	Iteration 113Q: 3 clusters Score -7159544 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -7159558.500000 Penalty: 5459.901855
	Iteration 114Q: 3 clusters Score -7159558 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -7159573.000000 Penalty: 5459.901855
	Iteration 115Q: 3 clusters Score -7159573 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -7159575.000000 Penalty: 5459.901855
	Iteration 116Q: 3 clusters Score -7159575 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -7159595.500000 Penalty: 5459.901855
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7159613 nChanged 158
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Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7159621 nChanged 148
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Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7159619 nChanged 151
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Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7159623 nChanged 154
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Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7159640 nChanged 156
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Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7159652 nChanged 141
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Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7159635 nChanged 129
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Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7159644 nChanged 143
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Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7159646 nChanged 152
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Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7159664 nChanged 173
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Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7159698 nChanged 202
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Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7159736 nChanged 216
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Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7159752 nChanged 217
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Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7159787 nChanged 243
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Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7159828 nChanged 252
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Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7159855 nChanged 295
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Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7159924 nChanged 335
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Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7160010 nChanged 363
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Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7160120 nChanged 411
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Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7160230 nChanged 448
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Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7160330 nChanged 492
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Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7160481 nChanged 505
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Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7160670 nChanged 520
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Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7160872 nChanged 534
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Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 47241 members 
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	Iteration 142Q: 3 clusters Score -7161078 nChanged 575
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Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -7161255.500000 Penalty: 5459.901855
	Iteration 143Q: 3 clusters Score -7161256 nChanged 527
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Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7161456 nChanged 446
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Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7161610 nChanged 386
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Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7161710 nChanged 335
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Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 49184 members 
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	Iteration 147Q: 3 clusters Score -7161750 nChanged 315
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Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7161828 nChanged 292
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Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 49743 members 
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	Iteration 149Q: 3 clusters Score -7161912 nChanged 251
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Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 49972 members 
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	Iteration 150Q: 3 clusters Score -7161949 nChanged 221
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Mstep: Class 1 contains 10174 members 
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	Iteration 151Q: 3 clusters Score -7161980 nChanged 197
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Mstep: Class 1 contains 10001 members 
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	Iteration 152Q: 3 clusters Score -7162033 nChanged 164
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Mstep: Class 2 contains 50484 members 
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	Iteration 153Q: 3 clusters Score -7162060 nChanged 148
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Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 50606 members 
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	Iteration 154Q: 3 clusters Score -7162076 nChanged 155
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Mstep: Class 1 contains 9610 members 
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	Iteration 155Q: 3 clusters Score -7162106 nChanged 147
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Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7162157 nChanged 155
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Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -7162165 nChanged 116
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Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 51107 members 
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	Iteration 158Q: 3 clusters Score -7162207 nChanged 113
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Mstep: Class 2 contains 51202 members 
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	Iteration 159Q: 3 clusters Score -7162226 nChanged 83
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Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 51279 members 
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	Iteration 160F: 3 clusters Score -7162238 nChanged 68
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	Iteration 161Q: 3 clusters Score -7162272 nChanged 63
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	Iteration 162Q: 3 clusters Score -7162273 nChanged 63
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Mstep: Class 1 contains 8900 members 
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	Iteration 163Q: 3 clusters Score -7162264 nChanged 60
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	Iteration 164Q: 3 clusters Score -7162249 nChanged 59
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	Iteration 165Q: 3 clusters Score -7162282 nChanged 64
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	Iteration 166Q: 3 clusters Score -7162287 nChanged 56
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	Iteration 167Q: 3 clusters Score -7162290 nChanged 73
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	Iteration 168Q: 3 clusters Score -7162308 nChanged 67
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	Iteration 169Q: 3 clusters Score -7162300 nChanged 56
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	Iteration 170Q: 3 clusters Score -7162318 nChanged 50
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	Iteration 171Q: 3 clusters Score -7162310 nChanged 42
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	Iteration 172Q: 3 clusters Score -7162312 nChanged 44
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	Iteration 173Q: 3 clusters Score -7162320 nChanged 40
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	Iteration 174Q: 3 clusters Score -7162300 nChanged 47
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	Iteration 175Q: 3 clusters Score -7162316 nChanged 35
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	Iteration 176Q: 3 clusters Score -7162328 nChanged 47
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	Iteration 177Q: 3 clusters Score -7162333 nChanged 41
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	Iteration 178Q: 3 clusters Score -7162329 nChanged 42
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	Iteration 179Q: 3 clusters Score -7162348 nChanged 43
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Mstep: Class 1 contains 8220 members 
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	Iteration 180F: 3 clusters Score -7162360 nChanged 45
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	Iteration 181Q: 3 clusters Score -7162376 nChanged 52
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	Iteration 182Q: 3 clusters Score -7162368 nChanged 58
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	Iteration 183Q: 3 clusters Score -7162364 nChanged 56
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	Iteration 184Q: 3 clusters Score -7162372 nChanged 56
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	Iteration 185Q: 3 clusters Score -7162362 nChanged 72
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	Iteration 186Q: 3 clusters Score -7162404 nChanged 93
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	Iteration 187Q: 3 clusters Score -7162402 nChanged 90
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	Iteration 188Q: 3 clusters Score -7162428 nChanged 90
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	Iteration 189Q: 3 clusters Score -7162442 nChanged 115
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	Iteration 190Q: 3 clusters Score -7162482 nChanged 134
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	Iteration 191Q: 3 clusters Score -7162524 nChanged 152
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	Iteration 192Q: 3 clusters Score -7162600 nChanged 169
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	Iteration 193Q: 3 clusters Score -7162652 nChanged 187
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	Iteration 194Q: 3 clusters Score -7162702 nChanged 173
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	Iteration 195Q: 3 clusters Score -7162758 nChanged 160
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	Iteration 196Q: 3 clusters Score -7162780 nChanged 148
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	Iteration 197Q: 3 clusters Score -7162809 nChanged 128
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	Iteration 198Q: 3 clusters Score -7162824 nChanged 109
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	Iteration 199Q: 3 clusters Score -7162815 nChanged 98
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	Iteration 200F: 3 clusters Score -7162840 nChanged 75
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	Iteration 201Q: 3 clusters Score -7162851 nChanged 77
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	Iteration 202Q: 3 clusters Score -7162862 nChanged 63
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	Iteration 203Q: 3 clusters Score -7162889 nChanged 54
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	Iteration 204Q: 3 clusters Score -7162894 nChanged 38
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	Iteration 205Q: 3 clusters Score -7162876 nChanged 36
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	Iteration 206Q: 3 clusters Score -7162882 nChanged 31
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	Iteration 207Q: 3 clusters Score -7162896 nChanged 30
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -7162904 nChanged 24
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	Iteration 209Q: 3 clusters Score -7162915 nChanged 15
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -7162918 nChanged 14
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	Iteration 211Q: 3 clusters Score -7162927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -7162930.000000 Penalty: 5459.901855
	Iteration 212Q: 3 clusters Score -7162930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -7162932.500000 Penalty: 5459.901855
	Iteration 213Q: 3 clusters Score -7162932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -7162935.000000 Penalty: 5459.901855
	Iteration 214Q: 3 clusters Score -7162935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -7162937.000000 Penalty: 5459.901855
	Iteration 215Q: 3 clusters Score -7162937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -7162937.000000 Penalty: 5459.901855
	Iteration 216F: 3 clusters Score -7162937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (198332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198332 members 
Entering Unmasked Estep 
Score: -23476220.000000 Penalty: 3025.029053
	Iteration 0F: 2 clusters Score -2.347622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99114 members 
Mstep: Class 2 contains 99218 members 
Entering Unmasked Estep 
Score: -23349336.000000 Penalty: 6050.058105
	Iteration 0F: 3 clusters Score -2.334934e+07 nChanged 95049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99063 members 
Mstep: Class 2 contains 99269 members 
Entering Unmasked Estep 
Score: -23405322.000000 Penalty: 6050.058105
	Iteration 1F: 3 clusters Score -2.340532e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99348 members 
Mstep: Class 2 contains 98984 members 
Entering Unmasked Estep 
Score: -23406514.000000 Penalty: 6050.058105
	Iteration 2Q: 3 clusters Score -2.340651e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 98546 members 
Entering Unmasked Estep 
Score: -23407802.000000 Penalty: 6050.058105
	Iteration 3Q: 3 clusters Score -2.34078e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -23409724.000000 Penalty: 6050.058105
	Iteration 4Q: 3 clusters Score -2.340972e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101394 members 
Mstep: Class 2 contains 96938 members 
Entering Unmasked Estep 
Score: -23412260.000000 Penalty: 6050.058105
	Iteration 5Q: 3 clusters Score -2.341226e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 95770 members 
Entering Unmasked Estep 
Score: -23415766.000000 Penalty: 6050.058105
	Iteration 6Q: 3 clusters Score -2.341577e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Mstep: Class 2 contains 94562 members 
Entering Unmasked Estep 
Score: -23420584.000000 Penalty: 6050.058105
	Iteration 7Q: 3 clusters Score -2.342058e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -23426588.000000 Penalty: 6050.058105
	Iteration 8F: 3 clusters Score -2.342659e+07 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 92637 members 
Entering Unmasked Estep 
Score: -23433620.000000 Penalty: 6050.058105
	Iteration 9F: 3 clusters Score -2.343362e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106058 members 
Mstep: Class 2 contains 92274 members 
Entering Unmasked Estep 
Score: -23440852.000000 Penalty: 6050.058105
	Iteration 10F: 3 clusters Score -2.344085e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105930 members 
Mstep: Class 2 contains 92402 members 
Entering Unmasked Estep 
Score: -23446228.000000 Penalty: 6050.058105
	Iteration 11F: 3 clusters Score -2.344623e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -23449146.000000 Penalty: 6050.058105
	Iteration 12Q: 3 clusters Score -2.344915e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106242 members 
Mstep: Class 2 contains 92090 members 
Entering Unmasked Estep 
Score: -23450266.000000 Penalty: 6050.058105
	Iteration 13Q: 3 clusters Score -2.345027e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106683 members 
Mstep: Class 2 contains 91649 members 
Entering Unmasked Estep 
Score: -23450584.000000 Penalty: 6050.058105
	Iteration 14Q: 3 clusters Score -2.345058e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107178 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -23450696.000000 Penalty: 6050.058105
	Iteration 15Q: 3 clusters Score -2.34507e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -23450826.000000 Penalty: 6050.058105
	Iteration 16Q: 3 clusters Score -2.345083e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -23451092.000000 Penalty: 6050.058105
	Iteration 17Q: 3 clusters Score -2.345109e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108787 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
Score: -23451254.000000 Penalty: 6050.058105
	Iteration 18Q: 3 clusters Score -2.345125e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109359 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -23451512.000000 Penalty: 6050.058105
	Iteration 19Q: 3 clusters Score -2.345151e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109925 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -23451540.000000 Penalty: 6050.058105
	Iteration 20F: 3 clusters Score -2.345154e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110508 members 
Mstep: Class 2 contains 87824 members 
Entering Unmasked Estep 
Score: -23451762.000000 Penalty: 6050.058105
	Iteration 21Q: 3 clusters Score -2.345176e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 87234 members 
Entering Unmasked Estep 
Score: -23451840.000000 Penalty: 6050.058105
	Iteration 22Q: 3 clusters Score -2.345184e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111768 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -23451892.000000 Penalty: 6050.058105
	Iteration 23Q: 3 clusters Score -2.345189e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112473 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -23451916.000000 Penalty: 6050.058105
	Iteration 24Q: 3 clusters Score -2.345192e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113223 members 
Mstep: Class 2 contains 85109 members 
Entering Unmasked Estep 
Score: -23452210.000000 Penalty: 6050.058105
	Iteration 25Q: 3 clusters Score -2.345221e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114032 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -23452394.000000 Penalty: 6050.058105
	Iteration 26Q: 3 clusters Score -2.345239e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114860 members 
Mstep: Class 2 contains 83472 members 
Entering Unmasked Estep 
Score: -23452496.000000 Penalty: 6050.058105
	Iteration 27Q: 3 clusters Score -2.34525e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115696 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -23452618.000000 Penalty: 6050.058105
	Iteration 28Q: 3 clusters Score -2.345262e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116599 members 
Mstep: Class 2 contains 81733 members 
Entering Unmasked Estep 
Score: -23452802.000000 Penalty: 6050.058105
	Iteration 29Q: 3 clusters Score -2.34528e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117544 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -23453030.000000 Penalty: 6050.058105
	Iteration 30Q: 3 clusters Score -2.345303e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118586 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -23453170.000000 Penalty: 6050.058105
	Iteration 31Q: 3 clusters Score -2.345317e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119656 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -23453292.000000 Penalty: 6050.058105
	Iteration 32Q: 3 clusters Score -2.345329e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120734 members 
Mstep: Class 2 contains 77598 members 
Entering Unmasked Estep 
Score: -23453482.000000 Penalty: 6050.058105
	Iteration 33Q: 3 clusters Score -2.345348e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121927 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -23453716.000000 Penalty: 6050.058105
	Iteration 34Q: 3 clusters Score -2.345372e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123199 members 
Mstep: Class 2 contains 75133 members 
Entering Unmasked Estep 
Score: -23453894.000000 Penalty: 6050.058105
	Iteration 35Q: 3 clusters Score -2.345389e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124571 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -23454062.000000 Penalty: 6050.058105
	Iteration 36Q: 3 clusters Score -2.345406e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125940 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -23454314.000000 Penalty: 6050.058105
	Iteration 37Q: 3 clusters Score -2.345431e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127391 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -23454610.000000 Penalty: 6050.058105
	Iteration 38Q: 3 clusters Score -2.345461e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128975 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -23454882.000000 Penalty: 6050.058105
	Iteration 39Q: 3 clusters Score -2.345488e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130614 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -23455202.000000 Penalty: 6050.058105
	Iteration 40F: 3 clusters Score -2.34552e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132340 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -23455466.000000 Penalty: 6050.058105
	Iteration 41Q: 3 clusters Score -2.345547e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134228 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -23455760.000000 Penalty: 6050.058105
	Iteration 42Q: 3 clusters Score -2.345576e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136246 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -23456132.000000 Penalty: 6050.058105
	Iteration 43Q: 3 clusters Score -2.345613e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138364 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -23456564.000000 Penalty: 6050.058105
	Iteration 44Q: 3 clusters Score -2.345656e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140512 members 
Mstep: Class 2 contains 57820 members 
Entering Unmasked Estep 
Score: -23457036.000000 Penalty: 6050.058105
	Iteration 45Q: 3 clusters Score -2.345704e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142840 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -23457514.000000 Penalty: 6050.058105
	Iteration 46Q: 3 clusters Score -2.345751e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145274 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -23457950.000000 Penalty: 6050.058105
	Iteration 47Q: 3 clusters Score -2.345795e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147883 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -23458526.000000 Penalty: 6050.058105
	Iteration 48Q: 3 clusters Score -2.345853e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150640 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -23459298.000000 Penalty: 6050.058105
	Iteration 49Q: 3 clusters Score -2.34593e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -23459870.000000 Penalty: 6050.058105
	Iteration 50Q: 3 clusters Score -2.345987e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156472 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -23460566.000000 Penalty: 6050.058105
	Iteration 51Q: 3 clusters Score -2.346057e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -23461344.000000 Penalty: 6050.058105
	Iteration 52Q: 3 clusters Score -2.346134e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162455 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -23461898.000000 Penalty: 6050.058105
	Iteration 53Q: 3 clusters Score -2.34619e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165407 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -23462392.000000 Penalty: 6050.058105
	Iteration 54Q: 3 clusters Score -2.346239e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168374 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -23463160.000000 Penalty: 6050.058105
	Iteration 55Q: 3 clusters Score -2.346316e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171375 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -23464206.000000 Penalty: 6050.058105
	Iteration 56Q: 3 clusters Score -2.346421e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174355 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -23465212.000000 Penalty: 6050.058105
	Iteration 57Q: 3 clusters Score -2.346521e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177217 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -23466440.000000 Penalty: 6050.058105
	Iteration 58Q: 3 clusters Score -2.346644e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179967 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -23467614.000000 Penalty: 6050.058105
	Iteration 59Q: 3 clusters Score -2.346761e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182482 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -23468590.000000 Penalty: 6050.058105
	Iteration 60F: 3 clusters Score -2.346859e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184815 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -23469626.000000 Penalty: 6050.058105
	Iteration 61Q: 3 clusters Score -2.346963e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186914 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -23470566.000000 Penalty: 6050.058105
	Iteration 62Q: 3 clusters Score -2.347057e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188746 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -23471550.000000 Penalty: 6050.058105
	Iteration 63Q: 3 clusters Score -2.347155e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190293 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -23472280.000000 Penalty: 6050.058105
	Iteration 64Q: 3 clusters Score -2.347228e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191497 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -23472828.000000 Penalty: 6050.058105
	Iteration 65Q: 3 clusters Score -2.347283e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192459 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -23473286.000000 Penalty: 6050.058105
	Iteration 66Q: 3 clusters Score -2.347329e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193235 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -23473702.000000 Penalty: 6050.058105
	Iteration 67Q: 3 clusters Score -2.34737e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193815 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -23473944.000000 Penalty: 6050.058105
	Iteration 68Q: 3 clusters Score -2.347394e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194230 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -23474190.000000 Penalty: 6050.058105
	Iteration 69Q: 3 clusters Score -2.347419e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194548 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -23474474.000000 Penalty: 6050.058105
	Iteration 70Q: 3 clusters Score -2.347447e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194794 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -23474586.000000 Penalty: 6050.058105
	Iteration 71Q: 3 clusters Score -2.347459e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195019 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -23474720.000000 Penalty: 6050.058105
	Iteration 72Q: 3 clusters Score -2.347472e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195171 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -23474724.000000 Penalty: 6050.058105
	Iteration 73Q: 3 clusters Score -2.347472e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195283 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -23474852.000000 Penalty: 6050.058105
	Iteration 74Q: 3 clusters Score -2.347485e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195358 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -23474890.000000 Penalty: 6050.058105
	Iteration 75Q: 3 clusters Score -2.347489e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195412 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -23474926.000000 Penalty: 6050.058105
	Iteration 76Q: 3 clusters Score -2.347493e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195456 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -23474928.000000 Penalty: 6050.058105
	Iteration 77Q: 3 clusters Score -2.347493e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195480 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -23474930.000000 Penalty: 6050.058105
	Iteration 78Q: 3 clusters Score -2.347493e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195512 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -23474980.000000 Penalty: 6050.058105
	Iteration 79Q: 3 clusters Score -2.347498e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195532 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -23474966.000000 Penalty: 6050.058105
	Iteration 80F: 3 clusters Score -2.347497e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195544 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -23474972.000000 Penalty: 6050.058105
	Iteration 81Q: 3 clusters Score -2.347497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195556 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -23474992.000000 Penalty: 6050.058105
	Iteration 82Q: 3 clusters Score -2.347499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195562 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -23475008.000000 Penalty: 6050.058105
	Iteration 83Q: 3 clusters Score -2.347501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195564 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -23474988.000000 Penalty: 6050.058105
	Iteration 84Q: 3 clusters Score -2.347499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195569 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -23474984.000000 Penalty: 6050.058105
	Iteration 85Q: 3 clusters Score -2.347498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195571 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -23474988.000000 Penalty: 6050.058105
	Iteration 86Q: 3 clusters Score -2.347499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195572 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -23474988.000000 Penalty: 6050.058105
	Iteration 87Q: 3 clusters Score -2.347499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195572 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -23474988.000000 Penalty: 6050.058105
	Iteration 88F: 3 clusters Score -2.347499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -380430.250000 Penalty: 2018.219116
	Iteration 0F: 2 clusters Score -380430.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -376874.406250 Penalty: 4036.438232
	Iteration 0F: 3 clusters Score -376874.4 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -377652.312500 Penalty: 4036.438232
	Iteration 1F: 3 clusters Score -377652.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -377861.812500 Penalty: 4036.438232
	Iteration 2F: 3 clusters Score -377861.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -377996.468750 Penalty: 4036.438232
	Iteration 3F: 3 clusters Score -377996.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -378078.062500 Penalty: 4036.438232
	Iteration 4Q: 3 clusters Score -378078.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -378128.343750 Penalty: 4036.438232
	Iteration 5Q: 3 clusters Score -378128.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -378177.125000 Penalty: 4036.438232
	Iteration 6Q: 3 clusters Score -378177.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -378222.843750 Penalty: 4036.438232
	Iteration 7Q: 3 clusters Score -378222.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -378272.875000 Penalty: 4036.438232
	Iteration 8Q: 3 clusters Score -378272.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -378326.812500 Penalty: 4036.438232
	Iteration 9Q: 3 clusters Score -378326.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -378398.906250 Penalty: 4036.438232
	Iteration 10Q: 3 clusters Score -378398.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -378482.218750 Penalty: 4036.438232
	Iteration 11Q: 3 clusters Score -378482.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -378573.125000 Penalty: 4036.438232
	Iteration 12Q: 3 clusters Score -378573.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -378635.468750 Penalty: 4036.438232
	Iteration 13Q: 3 clusters Score -378635.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -378674.843750 Penalty: 4036.438232
	Iteration 14Q: 3 clusters Score -378674.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -378699.343750 Penalty: 4036.438232
	Iteration 15Q: 3 clusters Score -378699.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -378720.843750 Penalty: 4036.438232
	Iteration 16Q: 3 clusters Score -378720.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -378740.062500 Penalty: 4036.438232
	Iteration 17Q: 3 clusters Score -378740.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -378760.156250 Penalty: 4036.438232
	Iteration 18Q: 3 clusters Score -378760.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -378779.406250 Penalty: 4036.438232
	Iteration 19Q: 3 clusters Score -378779.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -378799.125000 Penalty: 4036.438232
	Iteration 20F: 3 clusters Score -378799.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -378814.156250 Penalty: 4036.438232
	Iteration 21Q: 3 clusters Score -378814.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -378829.250000 Penalty: 4036.438232
	Iteration 22Q: 3 clusters Score -378829.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -378858.281250 Penalty: 4036.438232
	Iteration 23Q: 3 clusters Score -378858.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -378887.343750 Penalty: 4036.438232
	Iteration 24Q: 3 clusters Score -378887.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -378918.375000 Penalty: 4036.438232
	Iteration 25Q: 3 clusters Score -378918.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -378947.750000 Penalty: 4036.438232
	Iteration 26Q: 3 clusters Score -378947.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -378967.562500 Penalty: 4036.438232
	Iteration 27Q: 3 clusters Score -378967.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -378982.906250 Penalty: 4036.438232
	Iteration 28Q: 3 clusters Score -378982.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -378992.593750 Penalty: 4036.438232
	Iteration 29Q: 3 clusters Score -378992.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -379002.531250 Penalty: 4036.438232
	Iteration 30Q: 3 clusters Score -379002.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -379012.843750 Penalty: 4036.438232
	Iteration 31Q: 3 clusters Score -379012.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -379022.812500 Penalty: 4036.438232
	Iteration 32Q: 3 clusters Score -379022.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -379032.250000 Penalty: 4036.438232
	Iteration 33Q: 3 clusters Score -379032.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -379040.968750 Penalty: 4036.438232
	Iteration 34Q: 3 clusters Score -379041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -379048.593750 Penalty: 4036.438232
	Iteration 35Q: 3 clusters Score -379048.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -379059.187500 Penalty: 4036.438232
	Iteration 36Q: 3 clusters Score -379059.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -379062.843750 Penalty: 4036.438232
	Iteration 37Q: 3 clusters Score -379062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -379066.906250 Penalty: 4036.438232
	Iteration 38Q: 3 clusters Score -379066.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -379074.437500 Penalty: 4036.438232
	Iteration 39Q: 3 clusters Score -379074.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -379082.218750 Penalty: 4036.438232
	Iteration 40F: 3 clusters Score -379082.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -379088.718750 Penalty: 4036.438232
	Iteration 41Q: 3 clusters Score -379088.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -379091.875000 Penalty: 4036.438232
	Iteration 42Q: 3 clusters Score -379091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -379092.375000 Penalty: 4036.438232
	Iteration 43Q: 3 clusters Score -379092.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -379097.500000 Penalty: 4036.438232
	Iteration 44Q: 3 clusters Score -379097.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -379100.156250 Penalty: 4036.438232
	Iteration 45Q: 3 clusters Score -379100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -379101.437500 Penalty: 4036.438232
	Iteration 46Q: 3 clusters Score -379101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -379101.968750 Penalty: 4036.438232
	Iteration 47Q: 3 clusters Score -379102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -379103.250000 Penalty: 4036.438232
	Iteration 48Q: 3 clusters Score -379103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -379107.937500 Penalty: 4036.438232
	Iteration 49Q: 3 clusters Score -379107.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -379111.406250 Penalty: 4036.438232
	Iteration 50Q: 3 clusters Score -379111.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -379114.843750 Penalty: 4036.438232
	Iteration 51Q: 3 clusters Score -379114.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -379118.468750 Penalty: 4036.438232
	Iteration 52Q: 3 clusters Score -379118.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -379122.000000 Penalty: 4036.438232
	Iteration 53Q: 3 clusters Score -379122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -379123.656250 Penalty: 4036.438232
	Iteration 54Q: 3 clusters Score -379123.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -379128.031250 Penalty: 4036.438232
	Iteration 55Q: 3 clusters Score -379128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -379129.593750 Penalty: 4036.438232
	Iteration 56Q: 3 clusters Score -379129.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -379132.250000 Penalty: 4036.438232
	Iteration 57Q: 3 clusters Score -379132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -379133.687500 Penalty: 4036.438232
	Iteration 58Q: 3 clusters Score -379133.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -379134.125000 Penalty: 4036.438232
	Iteration 59Q: 3 clusters Score -379134.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -379135.187500 Penalty: 4036.438232
	Iteration 60F: 3 clusters Score -379135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -379136.531250 Penalty: 4036.438232
	Iteration 61Q: 3 clusters Score -379136.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -379139.593750 Penalty: 4036.438232
	Iteration 62Q: 3 clusters Score -379139.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -379140.656250 Penalty: 4036.438232
	Iteration 63Q: 3 clusters Score -379140.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -379142.687500 Penalty: 4036.438232
	Iteration 64Q: 3 clusters Score -379142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -379143.375000 Penalty: 4036.438232
	Iteration 65Q: 3 clusters Score -379143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -379143.656250 Penalty: 4036.438232
	Iteration 66Q: 3 clusters Score -379143.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -379146.781250 Penalty: 4036.438232
	Iteration 67Q: 3 clusters Score -379146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -379149.125000 Penalty: 4036.438232
	Iteration 68Q: 3 clusters Score -379149.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -379151.500000 Penalty: 4036.438232
	Iteration 69Q: 3 clusters Score -379151.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -379153.343750 Penalty: 4036.438232
	Iteration 70Q: 3 clusters Score -379153.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -379154.937500 Penalty: 4036.438232
	Iteration 71Q: 3 clusters Score -379154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -379155.625000 Penalty: 4036.438232
	Iteration 72Q: 3 clusters Score -379155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -379155.406250 Penalty: 4036.438232
	Iteration 73Q: 3 clusters Score -379155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -379155.968750 Penalty: 4036.438232
	Iteration 74Q: 3 clusters Score -379156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -379156.968750 Penalty: 4036.438232
	Iteration 75Q: 3 clusters Score -379157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -379157.093750 Penalty: 4036.438232
	Iteration 76Q: 3 clusters Score -379157.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -379157.093750 Penalty: 4036.438232
	Iteration 77F: 3 clusters Score -379157.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -549279.687500 Penalty: 2112.709961
	Iteration 0F: 2 clusters Score -549279.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -544740.250000 Penalty: 4225.419922
	Iteration 0F: 3 clusters Score -544740.2 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -545880.812500 Penalty: 4225.419922
	Iteration 1F: 3 clusters Score -545880.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -546282.500000 Penalty: 4225.419922
	Iteration 2F: 3 clusters Score -546282.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -546640.500000 Penalty: 4225.419922
	Iteration 3F: 3 clusters Score -546640.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -546967.250000 Penalty: 4225.419922
	Iteration 4F: 3 clusters Score -546967.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -547214.687500 Penalty: 4225.419922
	Iteration 5F: 3 clusters Score -547214.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -547409.187500 Penalty: 4225.419922
	Iteration 6Q: 3 clusters Score -547409.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -547552.562500 Penalty: 4225.419922
	Iteration 7Q: 3 clusters Score -547552.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -547627.625000 Penalty: 4225.419922
	Iteration 8Q: 3 clusters Score -547627.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -547680.812500 Penalty: 4225.419922
	Iteration 9Q: 3 clusters Score -547680.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -547715.125000 Penalty: 4225.419922
	Iteration 10Q: 3 clusters Score -547715.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -547735.000000 Penalty: 4225.419922
	Iteration 11Q: 3 clusters Score -547735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -547752.000000 Penalty: 4225.419922
	Iteration 12Q: 3 clusters Score -547752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -547767.000000 Penalty: 4225.419922
	Iteration 13Q: 3 clusters Score -547767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -547778.125000 Penalty: 4225.419922
	Iteration 14Q: 3 clusters Score -547778.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -547791.937500 Penalty: 4225.419922
	Iteration 15Q: 3 clusters Score -547791.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -547799.250000 Penalty: 4225.419922
	Iteration 16Q: 3 clusters Score -547799.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -547808.562500 Penalty: 4225.419922
	Iteration 17Q: 3 clusters Score -547808.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -547811.187500 Penalty: 4225.419922
	Iteration 18Q: 3 clusters Score -547811.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -547812.687500 Penalty: 4225.419922
	Iteration 19Q: 3 clusters Score -547812.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -547814.000000 Penalty: 4225.419922
	Iteration 20F: 3 clusters Score -547814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -547816.375000 Penalty: 4225.419922
	Iteration 21Q: 3 clusters Score -547816.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -547818.937500 Penalty: 4225.419922
	Iteration 22Q: 3 clusters Score -547818.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -547820.062500 Penalty: 4225.419922
	Iteration 23Q: 3 clusters Score -547820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -547821.437500 Penalty: 4225.419922
	Iteration 24Q: 3 clusters Score -547821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -547822.937500 Penalty: 4225.419922
	Iteration 25Q: 3 clusters Score -547822.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -547824.875000 Penalty: 4225.419922
	Iteration 26Q: 3 clusters Score -547824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -547824.625000 Penalty: 4225.419922
	Iteration 27Q: 3 clusters Score -547824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -547824.875000 Penalty: 4225.419922
	Iteration 28Q: 3 clusters Score -547824.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -547824.875000 Penalty: 4225.419922
	Iteration 29F: 3 clusters Score -547824.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (151654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151654 members 
Entering Unmasked Estep 
Score: -18189230.000000 Penalty: 2958.480469
	Iteration 0F: 2 clusters Score -1.818923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75690 members 
Mstep: Class 2 contains 75964 members 
Entering Unmasked Estep 
Score: -18088630.000000 Penalty: 5916.960938
	Iteration 0F: 3 clusters Score -1.808863e+07 nChanged 72570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -18130768.000000 Penalty: 5916.960938
	Iteration 1F: 3 clusters Score -1.813077e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71466 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -18132032.000000 Penalty: 5916.960938
	Iteration 2Q: 3 clusters Score -1.813203e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 82900 members 
Entering Unmasked Estep 
Score: -18133806.000000 Penalty: 5916.960938
	Iteration 3Q: 3 clusters Score -1.813381e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 86999 members 
Entering Unmasked Estep 
Score: -18136518.000000 Penalty: 5916.960938
	Iteration 4Q: 3 clusters Score -1.813652e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 93149 members 
Entering Unmasked Estep 
Score: -18140998.000000 Penalty: 5916.960938
	Iteration 5F: 3 clusters Score -1.8141e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 101576 members 
Entering Unmasked Estep 
Score: -18148066.000000 Penalty: 5916.960938
	Iteration 6F: 3 clusters Score -1.814807e+07 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 111569 members 
Entering Unmasked Estep 
Score: -18157846.000000 Penalty: 5916.960938
	Iteration 7F: 3 clusters Score -1.815785e+07 nChanged 11121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 120994 members 
Entering Unmasked Estep 
Score: -18168454.000000 Penalty: 5916.960938
	Iteration 8F: 3 clusters Score -1.816845e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 127288 members 
Entering Unmasked Estep 
Score: -18177408.000000 Penalty: 5916.960938
	Iteration 9F: 3 clusters Score -1.817741e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 130213 members 
Entering Unmasked Estep 
Score: -18181930.000000 Penalty: 5916.960938
	Iteration 10Q: 3 clusters Score -1.818193e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 131751 members 
Entering Unmasked Estep 
Score: -18183370.000000 Penalty: 5916.960938
	Iteration 11Q: 3 clusters Score -1.818337e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 133018 members 
Entering Unmasked Estep 
Score: -18184166.000000 Penalty: 5916.960938
	Iteration 12Q: 3 clusters Score -1.818417e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 134198 members 
Entering Unmasked Estep 
Score: -18184812.000000 Penalty: 5916.960938
	Iteration 13Q: 3 clusters Score -1.818481e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 135220 members 
Entering Unmasked Estep 
Score: -18185170.000000 Penalty: 5916.960938
	Iteration 14Q: 3 clusters Score -1.818517e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 136199 members 
Entering Unmasked Estep 
Score: -18185516.000000 Penalty: 5916.960938
	Iteration 15Q: 3 clusters Score -1.818552e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 137041 members 
Entering Unmasked Estep 
Score: -18185786.000000 Penalty: 5916.960938
	Iteration 16Q: 3 clusters Score -1.818579e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 137839 members 
Entering Unmasked Estep 
Score: -18185984.000000 Penalty: 5916.960938
	Iteration 17Q: 3 clusters Score -1.818598e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 138590 members 
Entering Unmasked Estep 
Score: -18186242.000000 Penalty: 5916.960938
	Iteration 18Q: 3 clusters Score -1.818624e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 139319 members 
Entering Unmasked Estep 
Score: -18186416.000000 Penalty: 5916.960938
	Iteration 19Q: 3 clusters Score -1.818642e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 139991 members 
Entering Unmasked Estep 
Score: -18186548.000000 Penalty: 5916.960938
	Iteration 20F: 3 clusters Score -1.818655e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 140626 members 
Entering Unmasked Estep 
Score: -18186652.000000 Penalty: 5916.960938
	Iteration 21Q: 3 clusters Score -1.818665e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 141208 members 
Entering Unmasked Estep 
Score: -18186738.000000 Penalty: 5916.960938
	Iteration 22Q: 3 clusters Score -1.818674e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 141759 members 
Entering Unmasked Estep 
Score: -18186836.000000 Penalty: 5916.960938
	Iteration 23Q: 3 clusters Score -1.818684e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 142258 members 
Entering Unmasked Estep 
Score: -18186948.000000 Penalty: 5916.960938
	Iteration 24Q: 3 clusters Score -1.818695e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 142754 members 
Entering Unmasked Estep 
Score: -18187014.000000 Penalty: 5916.960938
	Iteration 25Q: 3 clusters Score -1.818701e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 143234 members 
Entering Unmasked Estep 
Score: -18187064.000000 Penalty: 5916.960938
	Iteration 26Q: 3 clusters Score -1.818706e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 143667 members 
Entering Unmasked Estep 
Score: -18187186.000000 Penalty: 5916.960938
	Iteration 27Q: 3 clusters Score -1.818719e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 144073 members 
Entering Unmasked Estep 
Score: -18187256.000000 Penalty: 5916.960938
	Iteration 28Q: 3 clusters Score -1.818726e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 144459 members 
Entering Unmasked Estep 
Score: -18187286.000000 Penalty: 5916.960938
	Iteration 29Q: 3 clusters Score -1.818729e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 144817 members 
Entering Unmasked Estep 
Score: -18187374.000000 Penalty: 5916.960938
	Iteration 30Q: 3 clusters Score -1.818737e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 145142 members 
Entering Unmasked Estep 
Score: -18187378.000000 Penalty: 5916.960938
	Iteration 31Q: 3 clusters Score -1.818738e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 145445 members 
Entering Unmasked Estep 
Score: -18187392.000000 Penalty: 5916.960938
	Iteration 32Q: 3 clusters Score -1.818739e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 145714 members 
Entering Unmasked Estep 
Score: -18187442.000000 Penalty: 5916.960938
	Iteration 33Q: 3 clusters Score -1.818744e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 145988 members 
Entering Unmasked Estep 
Score: -18187476.000000 Penalty: 5916.960938
	Iteration 34Q: 3 clusters Score -1.818748e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 146260 members 
Entering Unmasked Estep 
Score: -18187496.000000 Penalty: 5916.960938
	Iteration 35Q: 3 clusters Score -1.81875e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 146500 members 
Entering Unmasked Estep 
Score: -18187516.000000 Penalty: 5916.960938
	Iteration 36Q: 3 clusters Score -1.818752e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 146723 members 
Entering Unmasked Estep 
Score: -18187510.000000 Penalty: 5916.960938
	Iteration 37Q: 3 clusters Score -1.818751e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 146934 members 
Entering Unmasked Estep 
Score: -18187494.000000 Penalty: 5916.960938
	Iteration 38Q: 3 clusters Score -1.818749e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 147133 members 
Entering Unmasked Estep 
Score: -18187544.000000 Penalty: 5916.960938
	Iteration 39Q: 3 clusters Score -1.818754e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 147327 members 
Entering Unmasked Estep 
Score: -18187564.000000 Penalty: 5916.960938
	Iteration 40F: 3 clusters Score -1.818756e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 147530 members 
Entering Unmasked Estep 
Score: -18187618.000000 Penalty: 5916.960938
	Iteration 41Q: 3 clusters Score -1.818762e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 147712 members 
Entering Unmasked Estep 
Score: -18187672.000000 Penalty: 5916.960938
	Iteration 42Q: 3 clusters Score -1.818767e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 147887 members 
Entering Unmasked Estep 
Score: -18187670.000000 Penalty: 5916.960938
	Iteration 43Q: 3 clusters Score -1.818767e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 148032 members 
Entering Unmasked Estep 
Score: -18187684.000000 Penalty: 5916.960938
	Iteration 44Q: 3 clusters Score -1.818768e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 148178 members 
Entering Unmasked Estep 
Score: -18187726.000000 Penalty: 5916.960938
	Iteration 45Q: 3 clusters Score -1.818773e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 148297 members 
Entering Unmasked Estep 
Score: -18187722.000000 Penalty: 5916.960938
	Iteration 46Q: 3 clusters Score -1.818772e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 148397 members 
Entering Unmasked Estep 
Score: -18187758.000000 Penalty: 5916.960938
	Iteration 47Q: 3 clusters Score -1.818776e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 148502 members 
Entering Unmasked Estep 
Score: -18187772.000000 Penalty: 5916.960938
	Iteration 48Q: 3 clusters Score -1.818777e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 148627 members 
Entering Unmasked Estep 
Score: -18187740.000000 Penalty: 5916.960938
	Iteration 49Q: 3 clusters Score -1.818774e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 148737 members 
Entering Unmasked Estep 
Score: -18187754.000000 Penalty: 5916.960938
	Iteration 50Q: 3 clusters Score -1.818775e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 148832 members 
Entering Unmasked Estep 
Score: -18187740.000000 Penalty: 5916.960938
	Iteration 51Q: 3 clusters Score -1.818774e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 148941 members 
Entering Unmasked Estep 
Score: -18187724.000000 Penalty: 5916.960938
	Iteration 52Q: 3 clusters Score -1.818772e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 149029 members 
Entering Unmasked Estep 
Score: -18187678.000000 Penalty: 5916.960938
	Iteration 53Q: 3 clusters Score -1.818768e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 149119 members 
Entering Unmasked Estep 
Score: -18187698.000000 Penalty: 5916.960938
	Iteration 54Q: 3 clusters Score -1.81877e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 149189 members 
Entering Unmasked Estep 
Score: -18187690.000000 Penalty: 5916.960938
	Iteration 55Q: 3 clusters Score -1.818769e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 149268 members 
Entering Unmasked Estep 
Score: -18187740.000000 Penalty: 5916.960938
	Iteration 56Q: 3 clusters Score -1.818774e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 149342 members 
Entering Unmasked Estep 
Score: -18187722.000000 Penalty: 5916.960938
	Iteration 57Q: 3 clusters Score -1.818772e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 149401 members 
Entering Unmasked Estep 
Score: -18187742.000000 Penalty: 5916.960938
	Iteration 58Q: 3 clusters Score -1.818774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 149441 members 
Entering Unmasked Estep 
Score: -18187744.000000 Penalty: 5916.960938
	Iteration 59Q: 3 clusters Score -1.818774e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 149477 members 
Entering Unmasked Estep 
Score: -18187730.000000 Penalty: 5916.960938
	Iteration 60F: 3 clusters Score -1.818773e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 149511 members 
Entering Unmasked Estep 
Score: -18187734.000000 Penalty: 5916.960938
	Iteration 61Q: 3 clusters Score -1.818773e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 149539 members 
Entering Unmasked Estep 
Score: -18187744.000000 Penalty: 5916.960938
	Iteration 62Q: 3 clusters Score -1.818774e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 149564 members 
Entering Unmasked Estep 
Score: -18187756.000000 Penalty: 5916.960938
	Iteration 63Q: 3 clusters Score -1.818776e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 149596 members 
Entering Unmasked Estep 
Score: -18187768.000000 Penalty: 5916.960938
	Iteration 64Q: 3 clusters Score -1.818777e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 149626 members 
Entering Unmasked Estep 
Score: -18187770.000000 Penalty: 5916.960938
	Iteration 65Q: 3 clusters Score -1.818777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 149645 members 
Entering Unmasked Estep 
Score: -18187776.000000 Penalty: 5916.960938
	Iteration 66Q: 3 clusters Score -1.818778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 149666 members 
Entering Unmasked Estep 
Score: -18187788.000000 Penalty: 5916.960938
	Iteration 67Q: 3 clusters Score -1.818779e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 149690 members 
Entering Unmasked Estep 
Score: -18187788.000000 Penalty: 5916.960938
	Iteration 68Q: 3 clusters Score -1.818779e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 149707 members 
Entering Unmasked Estep 
Score: -18187814.000000 Penalty: 5916.960938
	Iteration 69Q: 3 clusters Score -1.818781e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 149720 members 
Entering Unmasked Estep 
Score: -18187812.000000 Penalty: 5916.960938
	Iteration 70Q: 3 clusters Score -1.818781e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 149733 members 
Entering Unmasked Estep 
Score: -18187808.000000 Penalty: 5916.960938
	Iteration 71Q: 3 clusters Score -1.818781e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 149750 members 
Entering Unmasked Estep 
Score: -18187812.000000 Penalty: 5916.960938
	Iteration 72Q: 3 clusters Score -1.818781e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 149765 members 
Entering Unmasked Estep 
Score: -18187804.000000 Penalty: 5916.960938
	Iteration 73Q: 3 clusters Score -1.81878e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 149779 members 
Entering Unmasked Estep 
Score: -18187796.000000 Penalty: 5916.960938
	Iteration 74Q: 3 clusters Score -1.81878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 149784 members 
Entering Unmasked Estep 
Score: -18187820.000000 Penalty: 5916.960938
	Iteration 75Q: 3 clusters Score -1.818782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 149791 members 
Entering Unmasked Estep 
Score: -18187798.000000 Penalty: 5916.960938
	Iteration 76Q: 3 clusters Score -1.81878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 149796 members 
Entering Unmasked Estep 
Score: -18187822.000000 Penalty: 5916.960938
	Iteration 77Q: 3 clusters Score -1.818782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 149802 members 
Entering Unmasked Estep 
Score: -18187826.000000 Penalty: 5916.960938
	Iteration 78Q: 3 clusters Score -1.818783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 149810 members 
Entering Unmasked Estep 
Score: -18187828.000000 Penalty: 5916.960938
	Iteration 79Q: 3 clusters Score -1.818783e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 149823 members 
Entering Unmasked Estep 
Score: -18187834.000000 Penalty: 5916.960938
	Iteration 80F: 3 clusters Score -1.818783e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 149834 members 
Entering Unmasked Estep 
Score: -18187852.000000 Penalty: 5916.960938
	Iteration 81Q: 3 clusters Score -1.818785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 149848 members 
Entering Unmasked Estep 
Score: -18187860.000000 Penalty: 5916.960938
	Iteration 82Q: 3 clusters Score -1.818786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 149861 members 
Entering Unmasked Estep 
Score: -18187862.000000 Penalty: 5916.960938
	Iteration 83Q: 3 clusters Score -1.818786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 149870 members 
Entering Unmasked Estep 
Score: -18187876.000000 Penalty: 5916.960938
	Iteration 84Q: 3 clusters Score -1.818788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 149880 members 
Entering Unmasked Estep 
Score: -18187884.000000 Penalty: 5916.960938
	Iteration 85Q: 3 clusters Score -1.818788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 149888 members 
Entering Unmasked Estep 
Score: -18187880.000000 Penalty: 5916.960938
	Iteration 86Q: 3 clusters Score -1.818788e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 149897 members 
Entering Unmasked Estep 
Score: -18187894.000000 Penalty: 5916.960938
	Iteration 87Q: 3 clusters Score -1.818789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 149907 members 
Entering Unmasked Estep 
Score: -18187870.000000 Penalty: 5916.960938
	Iteration 88Q: 3 clusters Score -1.818787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 149914 members 
Entering Unmasked Estep 
Score: -18187870.000000 Penalty: 5916.960938
	Iteration 89Q: 3 clusters Score -1.818787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 149921 members 
Entering Unmasked Estep 
Score: -18187874.000000 Penalty: 5916.960938
	Iteration 90Q: 3 clusters Score -1.818787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 149929 members 
Entering Unmasked Estep 
Score: -18187866.000000 Penalty: 5916.960938
	Iteration 91Q: 3 clusters Score -1.818787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 149935 members 
Entering Unmasked Estep 
Score: -18187862.000000 Penalty: 5916.960938
	Iteration 92Q: 3 clusters Score -1.818786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -18187852.000000 Penalty: 5916.960938
	Iteration 93Q: 3 clusters Score -1.818785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -18187850.000000 Penalty: 5916.960938
	Iteration 94Q: 3 clusters Score -1.818785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 149951 members 
Entering Unmasked Estep 
Score: -18187854.000000 Penalty: 5916.960938
	Iteration 95Q: 3 clusters Score -1.818785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 149956 members 
Entering Unmasked Estep 
Score: -18187862.000000 Penalty: 5916.960938
	Iteration 96Q: 3 clusters Score -1.818786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 149962 members 
Entering Unmasked Estep 
Score: -18187874.000000 Penalty: 5916.960938
	Iteration 97Q: 3 clusters Score -1.818787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 149962 members 
Entering Unmasked Estep 
Score: -18187876.000000 Penalty: 5916.960938
	Iteration 98Q: 3 clusters Score -1.818788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 149969 members 
Entering Unmasked Estep 
Score: -18187874.000000 Penalty: 5916.960938
	Iteration 99Q: 3 clusters Score -1.818787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 149980 members 
Entering Unmasked Estep 
Score: -18187872.000000 Penalty: 5916.960938
	Iteration 100F: 3 clusters Score -1.818787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 149993 members 
Entering Unmasked Estep 
Score: -18187904.000000 Penalty: 5916.960938
	Iteration 101Q: 3 clusters Score -1.81879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 149996 members 
Entering Unmasked Estep 
Score: -18187892.000000 Penalty: 5916.960938
	Iteration 102Q: 3 clusters Score -1.818789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 150001 members 
Entering Unmasked Estep 
Score: -18187894.000000 Penalty: 5916.960938
	Iteration 103Q: 3 clusters Score -1.818789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 150005 members 
Entering Unmasked Estep 
Score: -18187898.000000 Penalty: 5916.960938
	Iteration 104Q: 3 clusters Score -1.81879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 150005 members 
Entering Unmasked Estep 
Score: -18187896.000000 Penalty: 5916.960938
	Iteration 105Q: 3 clusters Score -1.81879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 150007 members 
Entering Unmasked Estep 
Score: -18187888.000000 Penalty: 5916.960938
	Iteration 106Q: 3 clusters Score -1.818789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 150009 members 
Entering Unmasked Estep 
Score: -18187890.000000 Penalty: 5916.960938
	Iteration 107Q: 3 clusters Score -1.818789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 150010 members 
Entering Unmasked Estep 
Score: -18187890.000000 Penalty: 5916.960938
	Iteration 108Q: 3 clusters Score -1.818789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 150011 members 
Entering Unmasked Estep 
Score: -18187890.000000 Penalty: 5916.960938
	Iteration 109Q: 3 clusters Score -1.818789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 150011 members 
Entering Unmasked Estep 
Score: -18187898.000000 Penalty: 5916.960938
	Iteration 110Q: 3 clusters Score -1.81879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 150012 members 
Entering Unmasked Estep 
Score: -18187892.000000 Penalty: 5916.960938
	Iteration 111Q: 3 clusters Score -1.818789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 150015 members 
Entering Unmasked Estep 
Score: -18187896.000000 Penalty: 5916.960938
	Iteration 112Q: 3 clusters Score -1.81879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 150016 members 
Entering Unmasked Estep 
Score: -18187902.000000 Penalty: 5916.960938
	Iteration 113Q: 3 clusters Score -1.81879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 150016 members 
Entering Unmasked Estep 
Score: -18187902.000000 Penalty: 5916.960938
	Iteration 114F: 3 clusters Score -1.81879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Entering Unmasked Estep 
Score: -986818.187500 Penalty: 2263.243164
	Iteration 0F: 2 clusters Score -986818.2 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 4511 members 
Entering Unmasked Estep 
Score: -979693.375000 Penalty: 4526.486328
	Iteration 0F: 3 clusters Score -979693.4 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -981939.687500 Penalty: 4526.486328
	Iteration 1F: 3 clusters Score -981939.7 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -982583.750000 Penalty: 4526.486328
	Iteration 2F: 3 clusters Score -982583.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -983217.875000 Penalty: 4526.486328
	Iteration 3F: 3 clusters Score -983217.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -983729.812500 Penalty: 4526.486328
	Iteration 4F: 3 clusters Score -983729.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -984111.625000 Penalty: 4526.486328
	Iteration 5F: 3 clusters Score -984111.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -984392.312500 Penalty: 4526.486328
	Iteration 6Q: 3 clusters Score -984392.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -984597.937500 Penalty: 4526.486328
	Iteration 7Q: 3 clusters Score -984597.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -984729.812500 Penalty: 4526.486328
	Iteration 8Q: 3 clusters Score -984729.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -984826.750000 Penalty: 4526.486328
	Iteration 9Q: 3 clusters Score -984826.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -984901.750000 Penalty: 4526.486328
	Iteration 10Q: 3 clusters Score -984901.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -984953.625000 Penalty: 4526.486328
	Iteration 11Q: 3 clusters Score -984953.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -985014.687500 Penalty: 4526.486328
	Iteration 12Q: 3 clusters Score -985014.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -985066.375000 Penalty: 4526.486328
	Iteration 13Q: 3 clusters Score -985066.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -985115.125000 Penalty: 4526.486328
	Iteration 14Q: 3 clusters Score -985115.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -985158.375000 Penalty: 4526.486328
	Iteration 15Q: 3 clusters Score -985158.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -985197.375000 Penalty: 4526.486328
	Iteration 16Q: 3 clusters Score -985197.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -985245.250000 Penalty: 4526.486328
	Iteration 17Q: 3 clusters Score -985245.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -985293.125000 Penalty: 4526.486328
	Iteration 18Q: 3 clusters Score -985293.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -985340.187500 Penalty: 4526.486328
	Iteration 19Q: 3 clusters Score -985340.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -985392.312500 Penalty: 4526.486328
	Iteration 20F: 3 clusters Score -985392.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -985438.125000 Penalty: 4526.486328
	Iteration 21Q: 3 clusters Score -985438.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -985475.312500 Penalty: 4526.486328
	Iteration 22Q: 3 clusters Score -985475.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -985505.312500 Penalty: 4526.486328
	Iteration 23Q: 3 clusters Score -985505.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -985525.937500 Penalty: 4526.486328
	Iteration 24Q: 3 clusters Score -985525.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -985546.750000 Penalty: 4526.486328
	Iteration 25Q: 3 clusters Score -985546.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -985567.687500 Penalty: 4526.486328
	Iteration 26Q: 3 clusters Score -985567.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -985582.062500 Penalty: 4526.486328
	Iteration 27Q: 3 clusters Score -985582.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -985594.687500 Penalty: 4526.486328
	Iteration 28Q: 3 clusters Score -985594.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -985607.750000 Penalty: 4526.486328
	Iteration 29Q: 3 clusters Score -985607.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -985623.625000 Penalty: 4526.486328
	Iteration 30Q: 3 clusters Score -985623.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -985636.562500 Penalty: 4526.486328
	Iteration 31Q: 3 clusters Score -985636.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -985652.000000 Penalty: 4526.486328
	Iteration 32Q: 3 clusters Score -985652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -985664.000000 Penalty: 4526.486328
	Iteration 33Q: 3 clusters Score -985664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -985673.750000 Penalty: 4526.486328
	Iteration 34Q: 3 clusters Score -985673.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -985684.250000 Penalty: 4526.486328
	Iteration 35Q: 3 clusters Score -985684.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -985688.312500 Penalty: 4526.486328
	Iteration 36Q: 3 clusters Score -985688.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -985696.312500 Penalty: 4526.486328
	Iteration 37Q: 3 clusters Score -985696.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -985703.812500 Penalty: 4526.486328
	Iteration 38Q: 3 clusters Score -985703.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -985709.937500 Penalty: 4526.486328
	Iteration 39Q: 3 clusters Score -985709.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -985718.812500 Penalty: 4526.486328
	Iteration 40F: 3 clusters Score -985718.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -985723.750000 Penalty: 4526.486328
	Iteration 41Q: 3 clusters Score -985723.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -985732.000000 Penalty: 4526.486328
	Iteration 42Q: 3 clusters Score -985732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -985737.562500 Penalty: 4526.486328
	Iteration 43Q: 3 clusters Score -985737.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -985744.500000 Penalty: 4526.486328
	Iteration 44Q: 3 clusters Score -985744.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -985749.000000 Penalty: 4526.486328
	Iteration 45Q: 3 clusters Score -985749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -985754.500000 Penalty: 4526.486328
	Iteration 46Q: 3 clusters Score -985754.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -985758.062500 Penalty: 4526.486328
	Iteration 47Q: 3 clusters Score -985758.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -985758.000000 Penalty: 4526.486328
	Iteration 48Q: 3 clusters Score -985758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -985761.375000 Penalty: 4526.486328
	Iteration 49Q: 3 clusters Score -985761.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -985763.875000 Penalty: 4526.486328
	Iteration 50Q: 3 clusters Score -985763.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -985768.875000 Penalty: 4526.486328
	Iteration 51Q: 3 clusters Score -985768.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -985774.312500 Penalty: 4526.486328
	Iteration 52Q: 3 clusters Score -985774.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -985776.125000 Penalty: 4526.486328
	Iteration 53Q: 3 clusters Score -985776.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -985781.875000 Penalty: 4526.486328
	Iteration 54Q: 3 clusters Score -985781.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -985787.437500 Penalty: 4526.486328
	Iteration 55Q: 3 clusters Score -985787.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -985790.875000 Penalty: 4526.486328
	Iteration 56Q: 3 clusters Score -985790.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -985792.500000 Penalty: 4526.486328
	Iteration 57Q: 3 clusters Score -985792.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -985793.375000 Penalty: 4526.486328
	Iteration 58Q: 3 clusters Score -985793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -985794.625000 Penalty: 4526.486328
	Iteration 59Q: 3 clusters Score -985794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -985796.125000 Penalty: 4526.486328
	Iteration 60F: 3 clusters Score -985796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -985796.687500 Penalty: 4526.486328
	Iteration 61Q: 3 clusters Score -985796.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -985796.687500 Penalty: 4526.486328
	Iteration 62F: 3 clusters Score -985796.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Entering Unmasked Estep 
Score: -499520.906250 Penalty: 2073.703857
	Iteration 0F: 2 clusters Score -499520.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -495435.906250 Penalty: 4147.407715
	Iteration 0F: 3 clusters Score -495435.9 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -496396.875000 Penalty: 4147.407715
	Iteration 1F: 3 clusters Score -496396.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -496630.093750 Penalty: 4147.407715
	Iteration 2F: 3 clusters Score -496630.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -496735.343750 Penalty: 4147.407715
	Iteration 3Q: 3 clusters Score -496735.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -496794.062500 Penalty: 4147.407715
	Iteration 4Q: 3 clusters Score -496794.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -496834.031250 Penalty: 4147.407715
	Iteration 5Q: 3 clusters Score -496834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -496869.218750 Penalty: 4147.407715
	Iteration 6Q: 3 clusters Score -496869.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -496905.875000 Penalty: 4147.407715
	Iteration 7Q: 3 clusters Score -496905.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -496943.937500 Penalty: 4147.407715
	Iteration 8Q: 3 clusters Score -496943.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -496983.375000 Penalty: 4147.407715
	Iteration 9Q: 3 clusters Score -496983.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -497022.187500 Penalty: 4147.407715
	Iteration 10Q: 3 clusters Score -497022.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -497058.343750 Penalty: 4147.407715
	Iteration 11Q: 3 clusters Score -497058.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -497085.125000 Penalty: 4147.407715
	Iteration 12Q: 3 clusters Score -497085.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -497106.968750 Penalty: 4147.407715
	Iteration 13Q: 3 clusters Score -497107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -497127.218750 Penalty: 4147.407715
	Iteration 14Q: 3 clusters Score -497127.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -497146.656250 Penalty: 4147.407715
	Iteration 15Q: 3 clusters Score -497146.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -497175.343750 Penalty: 4147.407715
	Iteration 16Q: 3 clusters Score -497175.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -497206.625000 Penalty: 4147.407715
	Iteration 17Q: 3 clusters Score -497206.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -497234.656250 Penalty: 4147.407715
	Iteration 18Q: 3 clusters Score -497234.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -497262.562500 Penalty: 4147.407715
	Iteration 19Q: 3 clusters Score -497262.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -497288.218750 Penalty: 4147.407715
	Iteration 20F: 3 clusters Score -497288.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -497314.812500 Penalty: 4147.407715
	Iteration 21Q: 3 clusters Score -497314.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -497349.937500 Penalty: 4147.407715
	Iteration 22Q: 3 clusters Score -497349.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -497406.000000 Penalty: 4147.407715
	Iteration 23Q: 3 clusters Score -497406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -497460.562500 Penalty: 4147.407715
	Iteration 24Q: 3 clusters Score -497460.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -497508.593750 Penalty: 4147.407715
	Iteration 25Q: 3 clusters Score -497508.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -497553.593750 Penalty: 4147.407715
	Iteration 26Q: 3 clusters Score -497553.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -497593.093750 Penalty: 4147.407715
	Iteration 27Q: 3 clusters Score -497593.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -497641.531250 Penalty: 4147.407715
	Iteration 28Q: 3 clusters Score -497641.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -497687.468750 Penalty: 4147.407715
	Iteration 29Q: 3 clusters Score -497687.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -497730.687500 Penalty: 4147.407715
	Iteration 30Q: 3 clusters Score -497730.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -497776.625000 Penalty: 4147.407715
	Iteration 31Q: 3 clusters Score -497776.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -497794.437500 Penalty: 4147.407715
	Iteration 32Q: 3 clusters Score -497794.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -497806.718750 Penalty: 4147.407715
	Iteration 33Q: 3 clusters Score -497806.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -497818.343750 Penalty: 4147.407715
	Iteration 34Q: 3 clusters Score -497818.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -497829.125000 Penalty: 4147.407715
	Iteration 35Q: 3 clusters Score -497829.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -497846.500000 Penalty: 4147.407715
	Iteration 36Q: 3 clusters Score -497846.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -497861.218750 Penalty: 4147.407715
	Iteration 37Q: 3 clusters Score -497861.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -497870.718750 Penalty: 4147.407715
	Iteration 38Q: 3 clusters Score -497870.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -497880.468750 Penalty: 4147.407715
	Iteration 39Q: 3 clusters Score -497880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -497892.250000 Penalty: 4147.407715
	Iteration 40F: 3 clusters Score -497892.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -497907.593750 Penalty: 4147.407715
	Iteration 41Q: 3 clusters Score -497907.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -497919.375000 Penalty: 4147.407715
	Iteration 42Q: 3 clusters Score -497919.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -497930.156250 Penalty: 4147.407715
	Iteration 43Q: 3 clusters Score -497930.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -497942.718750 Penalty: 4147.407715
	Iteration 44Q: 3 clusters Score -497942.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -497948.625000 Penalty: 4147.407715
	Iteration 45Q: 3 clusters Score -497948.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -497956.343750 Penalty: 4147.407715
	Iteration 46Q: 3 clusters Score -497956.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -497963.781250 Penalty: 4147.407715
	Iteration 47Q: 3 clusters Score -497963.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -497968.000000 Penalty: 4147.407715
	Iteration 48Q: 3 clusters Score -497968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -497969.031250 Penalty: 4147.407715
	Iteration 49Q: 3 clusters Score -497969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -497971.093750 Penalty: 4147.407715
	Iteration 50Q: 3 clusters Score -497971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -497974.000000 Penalty: 4147.407715
	Iteration 51Q: 3 clusters Score -497974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -497976.062500 Penalty: 4147.407715
	Iteration 52Q: 3 clusters Score -497976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -497977.125000 Penalty: 4147.407715
	Iteration 53Q: 3 clusters Score -497977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -497977.125000 Penalty: 4147.407715
	Iteration 54F: 3 clusters Score -497977.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (157852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Entering Unmasked Estep 
Score: -18814204.000000 Penalty: 2968.414307
	Iteration 0F: 2 clusters Score -1.88142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -18709096.000000 Penalty: 5936.828613
	Iteration 0F: 3 clusters Score -1.87091e+07 nChanged 75581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 76785 members 
Entering Unmasked Estep 
Score: -18752984.000000 Penalty: 5936.828613
	Iteration 1F: 3 clusters Score -1.875298e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
Score: -18753680.000000 Penalty: 5936.828613
	Iteration 2Q: 3 clusters Score -1.875368e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84742 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -18754808.000000 Penalty: 5936.828613
	Iteration 3Q: 3 clusters Score -1.875481e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88385 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -18756494.000000 Penalty: 5936.828613
	Iteration 4Q: 3 clusters Score -1.875649e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -18759182.000000 Penalty: 5936.828613
	Iteration 5Q: 3 clusters Score -1.875918e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101780 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -18763604.000000 Penalty: 5936.828613
	Iteration 6F: 3 clusters Score -1.87636e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112428 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -18771154.000000 Penalty: 5936.828613
	Iteration 7F: 3 clusters Score -1.877115e+07 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125021 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -18782056.000000 Penalty: 5936.828613
	Iteration 8F: 3 clusters Score -1.878206e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137278 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -18793936.000000 Penalty: 5936.828613
	Iteration 9F: 3 clusters Score -1.879394e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146493 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -18802924.000000 Penalty: 5936.828613
	Iteration 10F: 3 clusters Score -1.880292e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151749 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -18807728.000000 Penalty: 5936.828613
	Iteration 11Q: 3 clusters Score -1.880773e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154268 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -18809708.000000 Penalty: 5936.828613
	Iteration 12Q: 3 clusters Score -1.880971e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155437 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -18810624.000000 Penalty: 5936.828613
	Iteration 13Q: 3 clusters Score -1.881062e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156042 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -18811120.000000 Penalty: 5936.828613
	Iteration 14Q: 3 clusters Score -1.881112e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156355 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -18811396.000000 Penalty: 5936.828613
	Iteration 15Q: 3 clusters Score -1.88114e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156545 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -18811524.000000 Penalty: 5936.828613
	Iteration 16Q: 3 clusters Score -1.881152e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156669 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -18811644.000000 Penalty: 5936.828613
	Iteration 17Q: 3 clusters Score -1.881164e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156753 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -18811688.000000 Penalty: 5936.828613
	Iteration 18Q: 3 clusters Score -1.881169e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156800 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -18811730.000000 Penalty: 5936.828613
	Iteration 19Q: 3 clusters Score -1.881173e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156832 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -18811762.000000 Penalty: 5936.828613
	Iteration 20F: 3 clusters Score -1.881176e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -18811776.000000 Penalty: 5936.828613
	Iteration 21Q: 3 clusters Score -1.881178e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156874 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -18811802.000000 Penalty: 5936.828613
	Iteration 22Q: 3 clusters Score -1.88118e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156885 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -18811814.000000 Penalty: 5936.828613
	Iteration 23Q: 3 clusters Score -1.881181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156895 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -18811826.000000 Penalty: 5936.828613
	Iteration 24Q: 3 clusters Score -1.881183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156902 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -18811854.000000 Penalty: 5936.828613
	Iteration 25Q: 3 clusters Score -1.881185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156913 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -18811844.000000 Penalty: 5936.828613
	Iteration 26Q: 3 clusters Score -1.881184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156922 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -18811844.000000 Penalty: 5936.828613
	Iteration 27Q: 3 clusters Score -1.881184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -18811836.000000 Penalty: 5936.828613
	Iteration 28Q: 3 clusters Score -1.881184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156928 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -18811830.000000 Penalty: 5936.828613
	Iteration 29Q: 3 clusters Score -1.881183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156930 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -18811834.000000 Penalty: 5936.828613
	Iteration 30Q: 3 clusters Score -1.881183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -18811842.000000 Penalty: 5936.828613
	Iteration 31Q: 3 clusters Score -1.881184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -18811838.000000 Penalty: 5936.828613
	Iteration 32Q: 3 clusters Score -1.881184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156933 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -18811862.000000 Penalty: 5936.828613
	Iteration 33Q: 3 clusters Score -1.881186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156932 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -18811856.000000 Penalty: 5936.828613
	Iteration 34Q: 3 clusters Score -1.881186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156934 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -18811856.000000 Penalty: 5936.828613
	Iteration 35Q: 3 clusters Score -1.881186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156937 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -18811856.000000 Penalty: 5936.828613
	Iteration 36Q: 3 clusters Score -1.881186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -18811850.000000 Penalty: 5936.828613
	Iteration 37Q: 3 clusters Score -1.881185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156948 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -18811860.000000 Penalty: 5936.828613
	Iteration 38Q: 3 clusters Score -1.881186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -18811868.000000 Penalty: 5936.828613
	Iteration 39Q: 3 clusters Score -1.881187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156955 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -18811868.000000 Penalty: 5936.828613
	Iteration 40F: 3 clusters Score -1.881187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Entering Unmasked Estep 
Score: -2386908.750000 Penalty: 2460.684082
	Iteration 0F: 2 clusters Score -2386909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2372722.750000 Penalty: 4921.368164
	Iteration 0F: 3 clusters Score -2372723 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2377583.000000 Penalty: 4921.368164
	Iteration 1F: 3 clusters Score -2377583 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2377977.250000 Penalty: 4921.368164
	Iteration 2F: 3 clusters Score -2377977 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2378334.500000 Penalty: 4921.368164
	Iteration 3Q: 3 clusters Score -2378334 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2378678.000000 Penalty: 4921.368164
	Iteration 4Q: 3 clusters Score -2378678 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2379011.500000 Penalty: 4921.368164
	Iteration 5Q: 3 clusters Score -2379012 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2379345.000000 Penalty: 4921.368164
	Iteration 6Q: 3 clusters Score -2379345 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2379711.000000 Penalty: 4921.368164
	Iteration 7Q: 3 clusters Score -2379711 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2380076.750000 Penalty: 4921.368164
	Iteration 8Q: 3 clusters Score -2380077 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2380493.250000 Penalty: 4921.368164
	Iteration 9Q: 3 clusters Score -2380493 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2380985.250000 Penalty: 4921.368164
	Iteration 10Q: 3 clusters Score -2380985 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2381512.500000 Penalty: 4921.368164
	Iteration 11Q: 3 clusters Score -2381512 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2382087.750000 Penalty: 4921.368164
	Iteration 12Q: 3 clusters Score -2382088 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2382660.500000 Penalty: 4921.368164
	Iteration 13Q: 3 clusters Score -2382660 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2383220.750000 Penalty: 4921.368164
	Iteration 14Q: 3 clusters Score -2383221 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2383719.000000 Penalty: 4921.368164
	Iteration 15Q: 3 clusters Score -2383719 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2384059.250000 Penalty: 4921.368164
	Iteration 16Q: 3 clusters Score -2384059 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2384310.000000 Penalty: 4921.368164
	Iteration 17Q: 3 clusters Score -2384310 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2384500.000000 Penalty: 4921.368164
	Iteration 18Q: 3 clusters Score -2384500 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2384659.500000 Penalty: 4921.368164
	Iteration 19Q: 3 clusters Score -2384660 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2384773.250000 Penalty: 4921.368164
	Iteration 20F: 3 clusters Score -2384773 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2384881.750000 Penalty: 4921.368164
	Iteration 21Q: 3 clusters Score -2384882 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2384934.500000 Penalty: 4921.368164
	Iteration 22Q: 3 clusters Score -2384934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2384985.500000 Penalty: 4921.368164
	Iteration 23Q: 3 clusters Score -2384986 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2385028.000000 Penalty: 4921.368164
	Iteration 24Q: 3 clusters Score -2385028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2385069.250000 Penalty: 4921.368164
	Iteration 25Q: 3 clusters Score -2385069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2385091.500000 Penalty: 4921.368164
	Iteration 26Q: 3 clusters Score -2385092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2385113.750000 Penalty: 4921.368164
	Iteration 27Q: 3 clusters Score -2385114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2385123.750000 Penalty: 4921.368164
	Iteration 28Q: 3 clusters Score -2385124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2385136.000000 Penalty: 4921.368164
	Iteration 29Q: 3 clusters Score -2385136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2385143.000000 Penalty: 4921.368164
	Iteration 30Q: 3 clusters Score -2385143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2385147.000000 Penalty: 4921.368164
	Iteration 31Q: 3 clusters Score -2385147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2385150.500000 Penalty: 4921.368164
	Iteration 32Q: 3 clusters Score -2385150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2385151.750000 Penalty: 4921.368164
	Iteration 33Q: 3 clusters Score -2385152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2385156.250000 Penalty: 4921.368164
	Iteration 34Q: 3 clusters Score -2385156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2385167.250000 Penalty: 4921.368164
	Iteration 35Q: 3 clusters Score -2385167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2385168.500000 Penalty: 4921.368164
	Iteration 36Q: 3 clusters Score -2385168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2385171.750000 Penalty: 4921.368164
	Iteration 37Q: 3 clusters Score -2385172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2385170.000000 Penalty: 4921.368164
	Iteration 38Q: 3 clusters Score -2385170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2385170.000000 Penalty: 4921.368164
	Iteration 39Q: 3 clusters Score -2385170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2385170.000000 Penalty: 4921.368164
	Iteration 40F: 3 clusters Score -2385170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Entering Unmasked Estep 
Score: -1960722.125000 Penalty: 2411.582275
	Iteration 0F: 2 clusters Score -1960722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1948758.875000 Penalty: 4823.164551
	Iteration 0F: 3 clusters Score -1948759 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1952628.375000 Penalty: 4823.164551
	Iteration 1F: 3 clusters Score -1952628 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1953056.500000 Penalty: 4823.164551
	Iteration 2F: 3 clusters Score -1953056 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1953407.125000 Penalty: 4823.164551
	Iteration 3Q: 3 clusters Score -1953407 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1953748.000000 Penalty: 4823.164551
	Iteration 4Q: 3 clusters Score -1953748 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1954036.750000 Penalty: 4823.164551
	Iteration 5Q: 3 clusters Score -1954037 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1954305.625000 Penalty: 4823.164551
	Iteration 6Q: 3 clusters Score -1954306 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1954567.875000 Penalty: 4823.164551
	Iteration 7Q: 3 clusters Score -1954568 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1954855.500000 Penalty: 4823.164551
	Iteration 8Q: 3 clusters Score -1954856 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1955166.625000 Penalty: 4823.164551
	Iteration 9Q: 3 clusters Score -1955167 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1955443.000000 Penalty: 4823.164551
	Iteration 10Q: 3 clusters Score -1955443 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1955705.500000 Penalty: 4823.164551
	Iteration 11Q: 3 clusters Score -1955706 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1955994.375000 Penalty: 4823.164551
	Iteration 12Q: 3 clusters Score -1955994 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1956309.750000 Penalty: 4823.164551
	Iteration 13Q: 3 clusters Score -1956310 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1956653.500000 Penalty: 4823.164551
	Iteration 14Q: 3 clusters Score -1956654 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1956914.375000 Penalty: 4823.164551
	Iteration 15Q: 3 clusters Score -1956914 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1957084.375000 Penalty: 4823.164551
	Iteration 16Q: 3 clusters Score -1957084 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1957246.375000 Penalty: 4823.164551
	Iteration 17Q: 3 clusters Score -1957246 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1957380.250000 Penalty: 4823.164551
	Iteration 18Q: 3 clusters Score -1957380 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1957492.500000 Penalty: 4823.164551
	Iteration 19Q: 3 clusters Score -1957492 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1957602.000000 Penalty: 4823.164551
	Iteration 20F: 3 clusters Score -1957602 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1957692.625000 Penalty: 4823.164551
	Iteration 21Q: 3 clusters Score -1957693 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1957770.500000 Penalty: 4823.164551
	Iteration 22Q: 3 clusters Score -1957770 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1957859.625000 Penalty: 4823.164551
	Iteration 23Q: 3 clusters Score -1957860 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1957953.625000 Penalty: 4823.164551
	Iteration 24Q: 3 clusters Score -1957954 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1958044.500000 Penalty: 4823.164551
	Iteration 25Q: 3 clusters Score -1958044 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1958139.250000 Penalty: 4823.164551
	Iteration 26Q: 3 clusters Score -1958139 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1958240.000000 Penalty: 4823.164551
	Iteration 27Q: 3 clusters Score -1958240 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1958314.125000 Penalty: 4823.164551
	Iteration 28Q: 3 clusters Score -1958314 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1958374.000000 Penalty: 4823.164551
	Iteration 29Q: 3 clusters Score -1958374 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1958410.375000 Penalty: 4823.164551
	Iteration 30Q: 3 clusters Score -1958410 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1958444.500000 Penalty: 4823.164551
	Iteration 31Q: 3 clusters Score -1958444 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1958462.375000 Penalty: 4823.164551
	Iteration 32Q: 3 clusters Score -1958462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1958473.000000 Penalty: 4823.164551
	Iteration 33Q: 3 clusters Score -1958473 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1958484.250000 Penalty: 4823.164551
	Iteration 34Q: 3 clusters Score -1958484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1958490.500000 Penalty: 4823.164551
	Iteration 35Q: 3 clusters Score -1958490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1958500.000000 Penalty: 4823.164551
	Iteration 36Q: 3 clusters Score -1958500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1958504.875000 Penalty: 4823.164551
	Iteration 37Q: 3 clusters Score -1958505 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1958510.000000 Penalty: 4823.164551
	Iteration 38Q: 3 clusters Score -1958510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1958510.250000 Penalty: 4823.164551
	Iteration 39Q: 3 clusters Score -1958510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1958517.000000 Penalty: 4823.164551
	Iteration 40F: 3 clusters Score -1958517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1958526.625000 Penalty: 4823.164551
	Iteration 41Q: 3 clusters Score -1958527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1958524.000000 Penalty: 4823.164551
	Iteration 42Q: 3 clusters Score -1958524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1958524.375000 Penalty: 4823.164551
	Iteration 43Q: 3 clusters Score -1958524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1958527.750000 Penalty: 4823.164551
	Iteration 44Q: 3 clusters Score -1958528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1958530.000000 Penalty: 4823.164551
	Iteration 45Q: 3 clusters Score -1958530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1958528.125000 Penalty: 4823.164551
	Iteration 46Q: 3 clusters Score -1958528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1958530.250000 Penalty: 4823.164551
	Iteration 47Q: 3 clusters Score -1958530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1958532.250000 Penalty: 4823.164551
	Iteration 48Q: 3 clusters Score -1958532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1958527.125000 Penalty: 4823.164551
	Iteration 49Q: 3 clusters Score -1958527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1958530.750000 Penalty: 4823.164551
	Iteration 50Q: 3 clusters Score -1958531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1958527.875000 Penalty: 4823.164551
	Iteration 51Q: 3 clusters Score -1958528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1958529.125000 Penalty: 4823.164551
	Iteration 52Q: 3 clusters Score -1958529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1958532.375000 Penalty: 4823.164551
	Iteration 53Q: 3 clusters Score -1958532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1958534.375000 Penalty: 4823.164551
	Iteration 54Q: 3 clusters Score -1958534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1958531.625000 Penalty: 4823.164551
	Iteration 55Q: 3 clusters Score -1958532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1958532.500000 Penalty: 4823.164551
	Iteration 56Q: 3 clusters Score -1958532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1958532.500000 Penalty: 4823.164551
	Iteration 57Q: 3 clusters Score -1958532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1958532.750000 Penalty: 4823.164551
	Iteration 58Q: 3 clusters Score -1958533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1958532.750000 Penalty: 4823.164551
	Iteration 59F: 3 clusters Score -1958533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -569886.375000 Penalty: 2097.076904
	Iteration 0F: 2 clusters Score -569886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -565562.312500 Penalty: 4194.153809
	Iteration 0F: 3 clusters Score -565562.3 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -566560.500000 Penalty: 4194.153809
	Iteration 1F: 3 clusters Score -566560.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -566737.062500 Penalty: 4194.153809
	Iteration 2F: 3 clusters Score -566737.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -566832.500000 Penalty: 4194.153809
	Iteration 3Q: 3 clusters Score -566832.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -566889.437500 Penalty: 4194.153809
	Iteration 4Q: 3 clusters Score -566889.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -566935.500000 Penalty: 4194.153809
	Iteration 5Q: 3 clusters Score -566935.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -566976.875000 Penalty: 4194.153809
	Iteration 6Q: 3 clusters Score -566976.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -567009.375000 Penalty: 4194.153809
	Iteration 7Q: 3 clusters Score -567009.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -567036.437500 Penalty: 4194.153809
	Iteration 8Q: 3 clusters Score -567036.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -567066.500000 Penalty: 4194.153809
	Iteration 9Q: 3 clusters Score -567066.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -567091.625000 Penalty: 4194.153809
	Iteration 10Q: 3 clusters Score -567091.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -567118.750000 Penalty: 4194.153809
	Iteration 11Q: 3 clusters Score -567118.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -567149.562500 Penalty: 4194.153809
	Iteration 12Q: 3 clusters Score -567149.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -567174.125000 Penalty: 4194.153809
	Iteration 13Q: 3 clusters Score -567174.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -567202.687500 Penalty: 4194.153809
	Iteration 14Q: 3 clusters Score -567202.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -567231.875000 Penalty: 4194.153809
	Iteration 15Q: 3 clusters Score -567231.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -567262.187500 Penalty: 4194.153809
	Iteration 16Q: 3 clusters Score -567262.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -567285.125000 Penalty: 4194.153809
	Iteration 17Q: 3 clusters Score -567285.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -567308.312500 Penalty: 4194.153809
	Iteration 18Q: 3 clusters Score -567308.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -567339.875000 Penalty: 4194.153809
	Iteration 19Q: 3 clusters Score -567339.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -567375.500000 Penalty: 4194.153809
	Iteration 20F: 3 clusters Score -567375.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -567415.687500 Penalty: 4194.153809
	Iteration 21Q: 3 clusters Score -567415.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -567451.625000 Penalty: 4194.153809
	Iteration 22Q: 3 clusters Score -567451.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -567487.750000 Penalty: 4194.153809
	Iteration 23Q: 3 clusters Score -567487.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -567519.437500 Penalty: 4194.153809
	Iteration 24Q: 3 clusters Score -567519.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -567557.812500 Penalty: 4194.153809
	Iteration 25Q: 3 clusters Score -567557.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -567608.375000 Penalty: 4194.153809
	Iteration 26Q: 3 clusters Score -567608.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -567658.250000 Penalty: 4194.153809
	Iteration 27Q: 3 clusters Score -567658.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -567707.187500 Penalty: 4194.153809
	Iteration 28Q: 3 clusters Score -567707.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -567759.687500 Penalty: 4194.153809
	Iteration 29Q: 3 clusters Score -567759.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -567811.812500 Penalty: 4194.153809
	Iteration 30Q: 3 clusters Score -567811.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -567858.062500 Penalty: 4194.153809
	Iteration 31Q: 3 clusters Score -567858.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -567888.437500 Penalty: 4194.153809
	Iteration 32Q: 3 clusters Score -567888.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -567913.500000 Penalty: 4194.153809
	Iteration 33Q: 3 clusters Score -567913.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -567929.500000 Penalty: 4194.153809
	Iteration 34Q: 3 clusters Score -567929.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -567946.375000 Penalty: 4194.153809
	Iteration 35Q: 3 clusters Score -567946.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -567959.562500 Penalty: 4194.153809
	Iteration 36Q: 3 clusters Score -567959.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -567966.875000 Penalty: 4194.153809
	Iteration 37Q: 3 clusters Score -567966.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -567971.187500 Penalty: 4194.153809
	Iteration 38Q: 3 clusters Score -567971.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -567979.312500 Penalty: 4194.153809
	Iteration 39Q: 3 clusters Score -567979.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -567985.750000 Penalty: 4194.153809
	Iteration 40F: 3 clusters Score -567985.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -567994.437500 Penalty: 4194.153809
	Iteration 41Q: 3 clusters Score -567994.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -568002.875000 Penalty: 4194.153809
	Iteration 42Q: 3 clusters Score -568002.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -568010.375000 Penalty: 4194.153809
	Iteration 43Q: 3 clusters Score -568010.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -568018.625000 Penalty: 4194.153809
	Iteration 44Q: 3 clusters Score -568018.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -568025.375000 Penalty: 4194.153809
	Iteration 45Q: 3 clusters Score -568025.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -568035.500000 Penalty: 4194.153809
	Iteration 46Q: 3 clusters Score -568035.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -568044.125000 Penalty: 4194.153809
	Iteration 47Q: 3 clusters Score -568044.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -568049.375000 Penalty: 4194.153809
	Iteration 48Q: 3 clusters Score -568049.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -568057.812500 Penalty: 4194.153809
	Iteration 49Q: 3 clusters Score -568057.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -568066.625000 Penalty: 4194.153809
	Iteration 50Q: 3 clusters Score -568066.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -568072.312500 Penalty: 4194.153809
	Iteration 51Q: 3 clusters Score -568072.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -568077.625000 Penalty: 4194.153809
	Iteration 52Q: 3 clusters Score -568077.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -568081.750000 Penalty: 4194.153809
	Iteration 53Q: 3 clusters Score -568081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -568082.750000 Penalty: 4194.153809
	Iteration 54Q: 3 clusters Score -568082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -568084.875000 Penalty: 4194.153809
	Iteration 55Q: 3 clusters Score -568084.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -568084.875000 Penalty: 4194.153809
	Iteration 56F: 3 clusters Score -568084.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -78016.023438 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -78016.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76374.570312 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -76374.57 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76813.585938 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -76813.59 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77039.515625 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -77039.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -77123.820312 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -77123.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -77156.039062 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -77156.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -77177.296875 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -77177.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -77209.367188 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -77209.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -77233.406250 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -77233.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -77250.687500 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -77250.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -77266.640625 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -77266.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -77290.234375 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -77290.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -77316.335938 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -77316.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -77325.367188 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -77325.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -77330.625000 Penalty: 3333.827148
	Iteration 13Q: 3 clusters Score -77330.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -77332.914062 Penalty: 3333.827148
	Iteration 14Q: 3 clusters Score -77332.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -77334.390625 Penalty: 3333.827148
	Iteration 15Q: 3 clusters Score -77334.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -77334.390625 Penalty: 3333.827148
	Iteration 16F: 3 clusters Score -77334.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Entering Unmasked Estep 
Score: -1099284.625000 Penalty: 2263.270020
	Iteration 0F: 2 clusters Score -1099285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1092142.125000 Penalty: 4526.540039
	Iteration 0F: 3 clusters Score -1092142 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1094205.125000 Penalty: 4526.540039
	Iteration 1F: 3 clusters Score -1094205 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1094501.750000 Penalty: 4526.540039
	Iteration 2F: 3 clusters Score -1094502 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1094698.875000 Penalty: 4526.540039
	Iteration 3F: 3 clusters Score -1094699 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1094841.375000 Penalty: 4526.540039
	Iteration 4Q: 3 clusters Score -1094841 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1094956.125000 Penalty: 4526.540039
	Iteration 5Q: 3 clusters Score -1094956 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1095063.250000 Penalty: 4526.540039
	Iteration 6Q: 3 clusters Score -1095063 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1095146.250000 Penalty: 4526.540039
	Iteration 7Q: 3 clusters Score -1095146 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1095219.500000 Penalty: 4526.540039
	Iteration 8Q: 3 clusters Score -1095220 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1095298.625000 Penalty: 4526.540039
	Iteration 9Q: 3 clusters Score -1095299 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1095365.500000 Penalty: 4526.540039
	Iteration 10Q: 3 clusters Score -1095366 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1095449.375000 Penalty: 4526.540039
	Iteration 11Q: 3 clusters Score -1095449 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1095551.125000 Penalty: 4526.540039
	Iteration 12Q: 3 clusters Score -1095551 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1095651.375000 Penalty: 4526.540039
	Iteration 13Q: 3 clusters Score -1095651 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1095759.500000 Penalty: 4526.540039
	Iteration 14Q: 3 clusters Score -1095760 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1095888.000000 Penalty: 4526.540039
	Iteration 15Q: 3 clusters Score -1095888 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1096029.625000 Penalty: 4526.540039
	Iteration 16Q: 3 clusters Score -1096030 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1096245.875000 Penalty: 4526.540039
	Iteration 17Q: 3 clusters Score -1096246 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1096438.000000 Penalty: 4526.540039
	Iteration 18Q: 3 clusters Score -1096438 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1096632.375000 Penalty: 4526.540039
	Iteration 19Q: 3 clusters Score -1096632 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1096811.375000 Penalty: 4526.540039
	Iteration 20F: 3 clusters Score -1096811 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1097002.125000 Penalty: 4526.540039
	Iteration 21Q: 3 clusters Score -1097002 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1097161.375000 Penalty: 4526.540039
	Iteration 22Q: 3 clusters Score -1097161 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1097299.375000 Penalty: 4526.540039
	Iteration 23Q: 3 clusters Score -1097299 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1097407.125000 Penalty: 4526.540039
	Iteration 24Q: 3 clusters Score -1097407 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1097493.375000 Penalty: 4526.540039
	Iteration 25Q: 3 clusters Score -1097493 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1097559.250000 Penalty: 4526.540039
	Iteration 26Q: 3 clusters Score -1097559 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1097593.250000 Penalty: 4526.540039
	Iteration 27Q: 3 clusters Score -1097593 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1097617.625000 Penalty: 4526.540039
	Iteration 28Q: 3 clusters Score -1097618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1097635.375000 Penalty: 4526.540039
	Iteration 29Q: 3 clusters Score -1097635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1097640.000000 Penalty: 4526.540039
	Iteration 30Q: 3 clusters Score -1097640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1097644.250000 Penalty: 4526.540039
	Iteration 31Q: 3 clusters Score -1097644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1097647.000000 Penalty: 4526.540039
	Iteration 32Q: 3 clusters Score -1097647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1097653.000000 Penalty: 4526.540039
	Iteration 33Q: 3 clusters Score -1097653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1097652.375000 Penalty: 4526.540039
	Iteration 34Q: 3 clusters Score -1097652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1097656.375000 Penalty: 4526.540039
	Iteration 35Q: 3 clusters Score -1097656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1097657.000000 Penalty: 4526.540039
	Iteration 36Q: 3 clusters Score -1097657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1097657.500000 Penalty: 4526.540039
	Iteration 37Q: 3 clusters Score -1097658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1097657.125000 Penalty: 4526.540039
	Iteration 38Q: 3 clusters Score -1097657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1097657.125000 Penalty: 4526.540039
	Iteration 39F: 3 clusters Score -1097657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Entering Unmasked Estep 
Score: -4929661.000000 Penalty: 2636.317139
	Iteration 0F: 2 clusters Score -4929661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -4901763.000000 Penalty: 5272.634277
	Iteration 0F: 3 clusters Score -4901763 nChanged 18933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -4912012.000000 Penalty: 5272.634277
	Iteration 1F: 3 clusters Score -4912012 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4912701.500000 Penalty: 5272.634277
	Iteration 2Q: 3 clusters Score -4912702 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -4913535.500000 Penalty: 5272.634277
	Iteration 3Q: 3 clusters Score -4913536 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -4914562.500000 Penalty: 5272.634277
	Iteration 4F: 3 clusters Score -4914562 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -4915786.500000 Penalty: 5272.634277
	Iteration 5F: 3 clusters Score -4915786 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -4917168.500000 Penalty: 5272.634277
	Iteration 6F: 3 clusters Score -4917168 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -4918581.500000 Penalty: 5272.634277
	Iteration 7F: 3 clusters Score -4918582 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -4919898.000000 Penalty: 5272.634277
	Iteration 8F: 3 clusters Score -4919898 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -4921120.500000 Penalty: 5272.634277
	Iteration 9Q: 3 clusters Score -4921120 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -4922129.000000 Penalty: 5272.634277
	Iteration 10Q: 3 clusters Score -4922129 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -4922971.000000 Penalty: 5272.634277
	Iteration 11Q: 3 clusters Score -4922971 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -4923649.000000 Penalty: 5272.634277
	Iteration 12Q: 3 clusters Score -4923649 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -4924100.500000 Penalty: 5272.634277
	Iteration 13Q: 3 clusters Score -4924100 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -4924380.500000 Penalty: 5272.634277
	Iteration 14Q: 3 clusters Score -4924380 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -4924580.000000 Penalty: 5272.634277
	Iteration 15Q: 3 clusters Score -4924580 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -4924769.500000 Penalty: 5272.634277
	Iteration 16Q: 3 clusters Score -4924770 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4924891.500000 Penalty: 5272.634277
	Iteration 17Q: 3 clusters Score -4924892 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -4925035.000000 Penalty: 5272.634277
	Iteration 18Q: 3 clusters Score -4925035 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -4925151.000000 Penalty: 5272.634277
	Iteration 19Q: 3 clusters Score -4925151 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -4925229.500000 Penalty: 5272.634277
	Iteration 20F: 3 clusters Score -4925230 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -4925312.000000 Penalty: 5272.634277
	Iteration 21Q: 3 clusters Score -4925312 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -4925402.500000 Penalty: 5272.634277
	Iteration 22Q: 3 clusters Score -4925402 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -4925480.500000 Penalty: 5272.634277
	Iteration 23Q: 3 clusters Score -4925480 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -4925565.000000 Penalty: 5272.634277
	Iteration 24Q: 3 clusters Score -4925565 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4925638.000000 Penalty: 5272.634277
	Iteration 25Q: 3 clusters Score -4925638 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -4925701.000000 Penalty: 5272.634277
	Iteration 26Q: 3 clusters Score -4925701 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -4925787.000000 Penalty: 5272.634277
	Iteration 27Q: 3 clusters Score -4925787 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -4925842.000000 Penalty: 5272.634277
	Iteration 28Q: 3 clusters Score -4925842 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -4925891.000000 Penalty: 5272.634277
	Iteration 29Q: 3 clusters Score -4925891 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -4925919.000000 Penalty: 5272.634277
	Iteration 30Q: 3 clusters Score -4925919 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -4925956.000000 Penalty: 5272.634277
	Iteration 31Q: 3 clusters Score -4925956 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -4926000.500000 Penalty: 5272.634277
	Iteration 32Q: 3 clusters Score -4926000 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -4926046.500000 Penalty: 5272.634277
	Iteration 33Q: 3 clusters Score -4926046 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -4926128.000000 Penalty: 5272.634277
	Iteration 34Q: 3 clusters Score -4926128 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -4926157.500000 Penalty: 5272.634277
	Iteration 35Q: 3 clusters Score -4926158 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -4926212.500000 Penalty: 5272.634277
	Iteration 36Q: 3 clusters Score -4926212 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -4926245.000000 Penalty: 5272.634277
	Iteration 37Q: 3 clusters Score -4926245 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -4926292.500000 Penalty: 5272.634277
	Iteration 38Q: 3 clusters Score -4926292 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -4926320.000000 Penalty: 5272.634277
	Iteration 39Q: 3 clusters Score -4926320 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -4926360.000000 Penalty: 5272.634277
	Iteration 40F: 3 clusters Score -4926360 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -4926399.000000 Penalty: 5272.634277
	Iteration 41Q: 3 clusters Score -4926399 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -4926449.500000 Penalty: 5272.634277
	Iteration 42Q: 3 clusters Score -4926450 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -4926490.500000 Penalty: 5272.634277
	Iteration 43Q: 3 clusters Score -4926490 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -4926511.500000 Penalty: 5272.634277
	Iteration 44Q: 3 clusters Score -4926512 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -4926565.500000 Penalty: 5272.634277
	Iteration 45Q: 3 clusters Score -4926566 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4926611.500000 Penalty: 5272.634277
	Iteration 46Q: 3 clusters Score -4926612 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -4926667.500000 Penalty: 5272.634277
	Iteration 47Q: 3 clusters Score -4926668 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -4926718.500000 Penalty: 5272.634277
	Iteration 48Q: 3 clusters Score -4926718 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -4926758.500000 Penalty: 5272.634277
	Iteration 49Q: 3 clusters Score -4926758 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -4926819.500000 Penalty: 5272.634277
	Iteration 50Q: 3 clusters Score -4926820 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -4926865.500000 Penalty: 5272.634277
	Iteration 51Q: 3 clusters Score -4926866 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4926922.500000 Penalty: 5272.634277
	Iteration 52Q: 3 clusters Score -4926922 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -4926964.000000 Penalty: 5272.634277
	Iteration 53Q: 3 clusters Score -4926964 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -4927001.000000 Penalty: 5272.634277
	Iteration 54Q: 3 clusters Score -4927001 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -4927032.500000 Penalty: 5272.634277
	Iteration 55Q: 3 clusters Score -4927032 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -4927075.000000 Penalty: 5272.634277
	Iteration 56Q: 3 clusters Score -4927075 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -4927092.000000 Penalty: 5272.634277
	Iteration 57Q: 3 clusters Score -4927092 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -4927110.000000 Penalty: 5272.634277
	Iteration 58Q: 3 clusters Score -4927110 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -4927118.500000 Penalty: 5272.634277
	Iteration 59Q: 3 clusters Score -4927118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -4927136.000000 Penalty: 5272.634277
	Iteration 60F: 3 clusters Score -4927136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -4927147.000000 Penalty: 5272.634277
	Iteration 61Q: 3 clusters Score -4927147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -4927167.000000 Penalty: 5272.634277
	Iteration 62Q: 3 clusters Score -4927167 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -4927197.500000 Penalty: 5272.634277
	Iteration 63Q: 3 clusters Score -4927198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -4927223.500000 Penalty: 5272.634277
	Iteration 64Q: 3 clusters Score -4927224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -4927229.000000 Penalty: 5272.634277
	Iteration 65Q: 3 clusters Score -4927229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -4927229.000000 Penalty: 5272.634277
	Iteration 66Q: 3 clusters Score -4927229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -4927245.500000 Penalty: 5272.634277
	Iteration 67Q: 3 clusters Score -4927246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -4927257.000000 Penalty: 5272.634277
	Iteration 68Q: 3 clusters Score -4927257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -4927255.000000 Penalty: 5272.634277
	Iteration 69Q: 3 clusters Score -4927255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -4927256.000000 Penalty: 5272.634277
	Iteration 70Q: 3 clusters Score -4927256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -4927261.500000 Penalty: 5272.634277
	Iteration 71Q: 3 clusters Score -4927262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -4927268.000000 Penalty: 5272.634277
	Iteration 72Q: 3 clusters Score -4927268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -4927270.000000 Penalty: 5272.634277
	Iteration 73Q: 3 clusters Score -4927270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -4927275.500000 Penalty: 5272.634277
	Iteration 74Q: 3 clusters Score -4927276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -4927285.000000 Penalty: 5272.634277
	Iteration 75Q: 3 clusters Score -4927285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -4927282.000000 Penalty: 5272.634277
	Iteration 76Q: 3 clusters Score -4927282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -4927289.500000 Penalty: 5272.634277
	Iteration 77Q: 3 clusters Score -4927290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -4927294.000000 Penalty: 5272.634277
	Iteration 78Q: 3 clusters Score -4927294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -4927297.000000 Penalty: 5272.634277
	Iteration 79Q: 3 clusters Score -4927297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -4927298.500000 Penalty: 5272.634277
	Iteration 80F: 3 clusters Score -4927298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -4927300.000000 Penalty: 5272.634277
	Iteration 81Q: 3 clusters Score -4927300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -4927303.500000 Penalty: 5272.634277
	Iteration 82Q: 3 clusters Score -4927304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -4927318.000000 Penalty: 5272.634277
	Iteration 83Q: 3 clusters Score -4927318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -4927318.000000 Penalty: 5272.634277
	Iteration 84Q: 3 clusters Score -4927318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -4927318.000000 Penalty: 5272.634277
	Iteration 85Q: 3 clusters Score -4927318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -4927323.000000 Penalty: 5272.634277
	Iteration 86Q: 3 clusters Score -4927323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -4927335.000000 Penalty: 5272.634277
	Iteration 87Q: 3 clusters Score -4927335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -4927333.500000 Penalty: 5272.634277
	Iteration 88Q: 3 clusters Score -4927334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -4927330.000000 Penalty: 5272.634277
	Iteration 89Q: 3 clusters Score -4927330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4927335.000000 Penalty: 5272.634277
	Iteration 90Q: 3 clusters Score -4927335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -4927339.000000 Penalty: 5272.634277
	Iteration 91Q: 3 clusters Score -4927339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -4927340.000000 Penalty: 5272.634277
	Iteration 92Q: 3 clusters Score -4927340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -4927335.500000 Penalty: 5272.634277
	Iteration 93Q: 3 clusters Score -4927336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -4927340.500000 Penalty: 5272.634277
	Iteration 94Q: 3 clusters Score -4927340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -4927344.500000 Penalty: 5272.634277
	Iteration 95Q: 3 clusters Score -4927344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -4927345.000000 Penalty: 5272.634277
	Iteration 96Q: 3 clusters Score -4927345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -4927349.000000 Penalty: 5272.634277
	Iteration 97Q: 3 clusters Score -4927349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -4927344.500000 Penalty: 5272.634277
	Iteration 98Q: 3 clusters Score -4927344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -4927348.500000 Penalty: 5272.634277
	Iteration 99Q: 3 clusters Score -4927348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -4927348.500000 Penalty: 5272.634277
	Iteration 100F: 3 clusters Score -4927348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 37203 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17333 members 
Mstep: Class 6 contains 10467 members 
Mstep: Class 7 contains 16434 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143470 members 
Mstep: Class 11 contains 41484 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 15198 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174413 members 
Mstep: Class 16 contains 60347 members 
Mstep: Class 17 contains 198332 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151654 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157852 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070048.000000 Penalty: 101497.804688
Iteration 399Q: 30 clusters Score -1.5607e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 37203 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17334 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 16435 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143472 members 
Mstep: Class 11 contains 41484 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 15196 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174413 members 
Mstep: Class 16 contains 60347 members 
Mstep: Class 17 contains 198333 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151652 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157849 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070112.000000 Penalty: 101497.804688
Iteration 400F: 30 clusters Score -1.560701e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 37203 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17333 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 16436 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143468 members 
Mstep: Class 11 contains 41484 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 15196 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174417 members 
Mstep: Class 16 contains 60347 members 
Mstep: Class 17 contains 198337 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151654 members 
Mstep: Class 21 contains 9190 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157848 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070016.000000 Penalty: 101497.804688
Iteration 401Q: 30 clusters Score -1.5607e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 37203 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17333 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 16435 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 143468 members 
Mstep: Class 11 contains 41485 members 
Mstep: Class 12 contains 36578 members 
Mstep: Class 13 contains 15196 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174419 members 
Mstep: Class 16 contains 60348 members 
Mstep: Class 17 contains 198339 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151651 members 
Mstep: Class 21 contains 9190 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157848 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070032.000000 Penalty: 101497.804688
Iteration 402Q: 30 clusters Score -1.5607e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 37203 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 95952 members 
Mstep: Class 5 contains 17333 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 16433 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12943 members 
Mstep: Class 10 contains 143469 members 
Mstep: Class 11 contains 41485 members 
Mstep: Class 12 contains 36578 members 
Mstep: Class 13 contains 15196 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174421 members 
Mstep: Class 16 contains 60348 members 
Mstep: Class 17 contains 198340 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151649 members 
Mstep: Class 21 contains 9190 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157848 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070064.000000 Penalty: 101497.804688
Iteration 403Q: 30 clusters Score -1.560701e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 37203 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17333 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 16431 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12942 members 
Mstep: Class 10 contains 143469 members 
Mstep: Class 11 contains 41485 members 
Mstep: Class 12 contains 36578 members 
Mstep: Class 13 contains 15196 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174422 members 
Mstep: Class 16 contains 60348 members 
Mstep: Class 17 contains 198341 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151649 members 
Mstep: Class 21 contains 9190 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157850 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070032.000000 Penalty: 101497.804688
Iteration 404Q: 30 clusters Score -1.5607e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 37203 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17333 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 16430 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12940 members 
Mstep: Class 10 contains 143472 members 
Mstep: Class 11 contains 41485 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 15196 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174422 members 
Mstep: Class 16 contains 60348 members 
Mstep: Class 17 contains 198341 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151647 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157850 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 41371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070032.000000 Penalty: 101497.804688
Iteration 405Q: 30 clusters Score -1.5607e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 37203 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17333 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 16430 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12938 members 
Mstep: Class 10 contains 143474 members 
Mstep: Class 11 contains 41485 members 
Mstep: Class 12 contains 36580 members 
Mstep: Class 13 contains 15196 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174423 members 
Mstep: Class 16 contains 60348 members 
Mstep: Class 17 contains 198340 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151647 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157848 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9193 members 
Mstep: Class 29 contains 41371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070016.000000 Penalty: 101497.804688
Iteration 406Q: 30 clusters Score -1.5607e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 37203 members 
Mstep: Class 3 contains 9529 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17333 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 16430 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12938 members 
Mstep: Class 10 contains 143474 members 
Mstep: Class 11 contains 41485 members 
Mstep: Class 12 contains 36580 members 
Mstep: Class 13 contains 15196 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174423 members 
Mstep: Class 16 contains 60348 members 
Mstep: Class 17 contains 198340 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151647 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157848 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 41371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070016.000000 Penalty: 101497.804688
Iteration 407Q: 30 clusters Score -1.5607e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 37203 members 
Mstep: Class 3 contains 9529 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 17333 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 16430 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 12938 members 
Mstep: Class 10 contains 143474 members 
Mstep: Class 11 contains 41485 members 
Mstep: Class 12 contains 36580 members 
Mstep: Class 13 contains 15196 members 
Mstep: Class 14 contains 34324 members 
Mstep: Class 15 contains 174423 members 
Mstep: Class 16 contains 60348 members 
Mstep: Class 17 contains 198340 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 151647 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 157848 members 
Mstep: Class 24 contains 20376 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 41371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070016.000000 Penalty: 101497.804688
Iteration 408F: 30 clusters Score -1.5607e+08 nChanged 0
Entering ConstructFrom: 
Score: -156070016.000000 Penalty: 101497.804688
Entering ConstructFrom: 
Trying to split cluster 1 (13855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Entering Unmasked Estep 
Score: -1620133.125000 Penalty: 2365.027588
	Iteration 0F: 2 clusters Score -1620133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1609986.500000 Penalty: 4730.055176
	Iteration 0F: 3 clusters Score -1609986 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1613019.125000 Penalty: 4730.055176
	Iteration 1F: 3 clusters Score -1613019 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1613317.875000 Penalty: 4730.055176
	Iteration 2F: 3 clusters Score -1613318 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1613600.875000 Penalty: 4730.055176
	Iteration 3Q: 3 clusters Score -1613601 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1613895.000000 Penalty: 4730.055176
	Iteration 4Q: 3 clusters Score -1613895 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1614262.625000 Penalty: 4730.055176
	Iteration 5Q: 3 clusters Score -1614263 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1614617.250000 Penalty: 4730.055176
	Iteration 6Q: 3 clusters Score -1614617 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1615025.875000 Penalty: 4730.055176
	Iteration 7Q: 3 clusters Score -1615026 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1615454.750000 Penalty: 4730.055176
	Iteration 8F: 3 clusters Score -1615455 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1615876.625000 Penalty: 4730.055176
	Iteration 9Q: 3 clusters Score -1615877 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1616242.875000 Penalty: 4730.055176
	Iteration 10Q: 3 clusters Score -1616243 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1616540.875000 Penalty: 4730.055176
	Iteration 11Q: 3 clusters Score -1616541 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1616746.625000 Penalty: 4730.055176
	Iteration 12Q: 3 clusters Score -1616747 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1616886.125000 Penalty: 4730.055176
	Iteration 13Q: 3 clusters Score -1616886 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1616989.750000 Penalty: 4730.055176
	Iteration 14Q: 3 clusters Score -1616990 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1617081.125000 Penalty: 4730.055176
	Iteration 15Q: 3 clusters Score -1617081 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1617161.375000 Penalty: 4730.055176
	Iteration 16Q: 3 clusters Score -1617161 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1617221.000000 Penalty: 4730.055176
	Iteration 17Q: 3 clusters Score -1617221 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1617276.375000 Penalty: 4730.055176
	Iteration 18Q: 3 clusters Score -1617276 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1617325.375000 Penalty: 4730.055176
	Iteration 19Q: 3 clusters Score -1617325 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1617362.500000 Penalty: 4730.055176
	Iteration 20F: 3 clusters Score -1617362 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1617403.125000 Penalty: 4730.055176
	Iteration 21Q: 3 clusters Score -1617403 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1617433.625000 Penalty: 4730.055176
	Iteration 22Q: 3 clusters Score -1617434 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1617455.625000 Penalty: 4730.055176
	Iteration 23Q: 3 clusters Score -1617456 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1617473.500000 Penalty: 4730.055176
	Iteration 24Q: 3 clusters Score -1617474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1617489.500000 Penalty: 4730.055176
	Iteration 25Q: 3 clusters Score -1617490 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1617514.750000 Penalty: 4730.055176
	Iteration 26Q: 3 clusters Score -1617515 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1617535.750000 Penalty: 4730.055176
	Iteration 27Q: 3 clusters Score -1617536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1617548.375000 Penalty: 4730.055176
	Iteration 28Q: 3 clusters Score -1617548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1617559.625000 Penalty: 4730.055176
	Iteration 29Q: 3 clusters Score -1617560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1617565.750000 Penalty: 4730.055176
	Iteration 30Q: 3 clusters Score -1617566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1617573.375000 Penalty: 4730.055176
	Iteration 31Q: 3 clusters Score -1617573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1617583.000000 Penalty: 4730.055176
	Iteration 32Q: 3 clusters Score -1617583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1617582.125000 Penalty: 4730.055176
	Iteration 33Q: 3 clusters Score -1617582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1617584.625000 Penalty: 4730.055176
	Iteration 34Q: 3 clusters Score -1617585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1617592.875000 Penalty: 4730.055176
	Iteration 35Q: 3 clusters Score -1617593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1617589.125000 Penalty: 4730.055176
	Iteration 36Q: 3 clusters Score -1617589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1617592.750000 Penalty: 4730.055176
	Iteration 37Q: 3 clusters Score -1617593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1617597.000000 Penalty: 4730.055176
	Iteration 38Q: 3 clusters Score -1617597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1617598.250000 Penalty: 4730.055176
	Iteration 39Q: 3 clusters Score -1617598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1617601.750000 Penalty: 4730.055176
	Iteration 40F: 3 clusters Score -1617602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1617601.750000 Penalty: 4730.055176
	Iteration 41Q: 3 clusters Score -1617602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1617603.125000 Penalty: 4730.055176
	Iteration 42Q: 3 clusters Score -1617603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1617605.125000 Penalty: 4730.055176
	Iteration 43Q: 3 clusters Score -1617605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1617604.125000 Penalty: 4730.055176
	Iteration 44Q: 3 clusters Score -1617604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1617605.125000 Penalty: 4730.055176
	Iteration 45Q: 3 clusters Score -1617605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1617606.875000 Penalty: 4730.055176
	Iteration 46Q: 3 clusters Score -1617607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1617608.500000 Penalty: 4730.055176
	Iteration 47Q: 3 clusters Score -1617608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1617610.375000 Penalty: 4730.055176
	Iteration 48Q: 3 clusters Score -1617610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1617609.625000 Penalty: 4730.055176
	Iteration 49Q: 3 clusters Score -1617610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1617609.750000 Penalty: 4730.055176
	Iteration 50Q: 3 clusters Score -1617610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1617607.625000 Penalty: 4730.055176
	Iteration 51Q: 3 clusters Score -1617608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1617611.375000 Penalty: 4730.055176
	Iteration 52Q: 3 clusters Score -1617611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1617612.375000 Penalty: 4730.055176
	Iteration 53Q: 3 clusters Score -1617612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1617610.500000 Penalty: 4730.055176
	Iteration 54Q: 3 clusters Score -1617610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1617610.500000 Penalty: 4730.055176
	Iteration 55F: 3 clusters Score -1617610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Entering Unmasked Estep 
Score: -4451488.500000 Penalty: 2609.988037
	Iteration 0F: 2 clusters Score -4451488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4426192.000000 Penalty: 5219.976074
	Iteration 0F: 3 clusters Score -4426192 nChanged 16957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -4435833.000000 Penalty: 5219.976074
	Iteration 1F: 3 clusters Score -4435833 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -4436825.000000 Penalty: 5219.976074
	Iteration 2F: 3 clusters Score -4436825 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4438019.500000 Penalty: 5219.976074
	Iteration 3F: 3 clusters Score -4438020 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4439418.500000 Penalty: 5219.976074
	Iteration 4F: 3 clusters Score -4439418 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4441164.000000 Penalty: 5219.976074
	Iteration 5F: 3 clusters Score -4441164 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -4443148.000000 Penalty: 5219.976074
	Iteration 6F: 3 clusters Score -4443148 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -4444942.000000 Penalty: 5219.976074
	Iteration 7F: 3 clusters Score -4444942 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -4446209.000000 Penalty: 5219.976074
	Iteration 8Q: 3 clusters Score -4446209 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4446896.000000 Penalty: 5219.976074
	Iteration 9Q: 3 clusters Score -4446896 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -4447295.500000 Penalty: 5219.976074
	Iteration 10Q: 3 clusters Score -4447296 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -4447560.000000 Penalty: 5219.976074
	Iteration 11Q: 3 clusters Score -4447560 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -4447764.500000 Penalty: 5219.976074
	Iteration 12Q: 3 clusters Score -4447764 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -4447966.000000 Penalty: 5219.976074
	Iteration 13Q: 3 clusters Score -4447966 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -4448131.500000 Penalty: 5219.976074
	Iteration 14Q: 3 clusters Score -4448132 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -4448300.500000 Penalty: 5219.976074
	Iteration 15Q: 3 clusters Score -4448300 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4448463.000000 Penalty: 5219.976074
	Iteration 16Q: 3 clusters Score -4448463 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -4448598.000000 Penalty: 5219.976074
	Iteration 17Q: 3 clusters Score -4448598 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -4448741.500000 Penalty: 5219.976074
	Iteration 18Q: 3 clusters Score -4448742 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -4448849.000000 Penalty: 5219.976074
	Iteration 19Q: 3 clusters Score -4448849 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4448949.000000 Penalty: 5219.976074
	Iteration 20F: 3 clusters Score -4448949 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -4449045.000000 Penalty: 5219.976074
	Iteration 21Q: 3 clusters Score -4449045 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -4449144.500000 Penalty: 5219.976074
	Iteration 22Q: 3 clusters Score -4449144 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -4449241.500000 Penalty: 5219.976074
	Iteration 23Q: 3 clusters Score -4449242 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4449319.500000 Penalty: 5219.976074
	Iteration 24Q: 3 clusters Score -4449320 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -4449402.500000 Penalty: 5219.976074
	Iteration 25Q: 3 clusters Score -4449402 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4449464.000000 Penalty: 5219.976074
	Iteration 26Q: 3 clusters Score -4449464 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -4449537.500000 Penalty: 5219.976074
	Iteration 27Q: 3 clusters Score -4449538 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -4449598.000000 Penalty: 5219.976074
	Iteration 28Q: 3 clusters Score -4449598 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -4449658.000000 Penalty: 5219.976074
	Iteration 29Q: 3 clusters Score -4449658 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -4449723.500000 Penalty: 5219.976074
	Iteration 30Q: 3 clusters Score -4449724 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -4449791.000000 Penalty: 5219.976074
	Iteration 31Q: 3 clusters Score -4449791 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -4449828.500000 Penalty: 5219.976074
	Iteration 32Q: 3 clusters Score -4449828 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -4449850.500000 Penalty: 5219.976074
	Iteration 33Q: 3 clusters Score -4449850 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -4449873.500000 Penalty: 5219.976074
	Iteration 34Q: 3 clusters Score -4449874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -4449883.000000 Penalty: 5219.976074
	Iteration 35Q: 3 clusters Score -4449883 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -4449904.500000 Penalty: 5219.976074
	Iteration 36Q: 3 clusters Score -4449904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -4449915.500000 Penalty: 5219.976074
	Iteration 37Q: 3 clusters Score -4449916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -4449940.000000 Penalty: 5219.976074
	Iteration 38Q: 3 clusters Score -4449940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4449945.000000 Penalty: 5219.976074
	Iteration 39Q: 3 clusters Score -4449945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -4449964.000000 Penalty: 5219.976074
	Iteration 40F: 3 clusters Score -4449964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4449961.000000 Penalty: 5219.976074
	Iteration 41Q: 3 clusters Score -4449961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4449966.000000 Penalty: 5219.976074
	Iteration 42Q: 3 clusters Score -4449966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4449974.500000 Penalty: 5219.976074
	Iteration 43Q: 3 clusters Score -4449974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -4449986.500000 Penalty: 5219.976074
	Iteration 44Q: 3 clusters Score -4449986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -4449979.500000 Penalty: 5219.976074
	Iteration 45Q: 3 clusters Score -4449980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -4449989.000000 Penalty: 5219.976074
	Iteration 46Q: 3 clusters Score -4449989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4449992.000000 Penalty: 5219.976074
	Iteration 47Q: 3 clusters Score -4449992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -4449987.500000 Penalty: 5219.976074
	Iteration 48Q: 3 clusters Score -4449988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -4449995.500000 Penalty: 5219.976074
	Iteration 49Q: 3 clusters Score -4449996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4449993.500000 Penalty: 5219.976074
	Iteration 50Q: 3 clusters Score -4449994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -4449998.000000 Penalty: 5219.976074
	Iteration 51Q: 3 clusters Score -4449998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -4449997.500000 Penalty: 5219.976074
	Iteration 52Q: 3 clusters Score -4449998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4450000.000000 Penalty: 5219.976074
	Iteration 53Q: 3 clusters Score -4450000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -4450001.500000 Penalty: 5219.976074
	Iteration 54Q: 3 clusters Score -4450002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -4450001.500000 Penalty: 5219.976074
	Iteration 55F: 3 clusters Score -4450002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Entering Unmasked Estep 
Score: -1105126.500000 Penalty: 2272.199463
	Iteration 0F: 2 clusters Score -1105126 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 4765 members 
Entering Unmasked Estep 
Score: -1097817.875000 Penalty: 4544.398926
	Iteration 0F: 3 clusters Score -1097818 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1099952.875000 Penalty: 4544.398926
	Iteration 1F: 3 clusters Score -1099953 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1100385.125000 Penalty: 4544.398926
	Iteration 2F: 3 clusters Score -1100385 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1100740.125000 Penalty: 4544.398926
	Iteration 3F: 3 clusters Score -1100740 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1101047.000000 Penalty: 4544.398926
	Iteration 4F: 3 clusters Score -1101047 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1101348.000000 Penalty: 4544.398926
	Iteration 5F: 3 clusters Score -1101348 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1101633.375000 Penalty: 4544.398926
	Iteration 6F: 3 clusters Score -1101633 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1101924.750000 Penalty: 4544.398926
	Iteration 7Q: 3 clusters Score -1101925 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1102213.125000 Penalty: 4544.398926
	Iteration 8Q: 3 clusters Score -1102213 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1102466.500000 Penalty: 4544.398926
	Iteration 9Q: 3 clusters Score -1102466 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1102675.500000 Penalty: 4544.398926
	Iteration 10Q: 3 clusters Score -1102676 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1102845.875000 Penalty: 4544.398926
	Iteration 11Q: 3 clusters Score -1102846 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1102984.250000 Penalty: 4544.398926
	Iteration 12Q: 3 clusters Score -1102984 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1103117.625000 Penalty: 4544.398926
	Iteration 13Q: 3 clusters Score -1103118 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1103245.125000 Penalty: 4544.398926
	Iteration 14Q: 3 clusters Score -1103245 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1103348.625000 Penalty: 4544.398926
	Iteration 15Q: 3 clusters Score -1103349 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1103407.625000 Penalty: 4544.398926
	Iteration 16Q: 3 clusters Score -1103408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1103448.875000 Penalty: 4544.398926
	Iteration 17Q: 3 clusters Score -1103449 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1103479.000000 Penalty: 4544.398926
	Iteration 18Q: 3 clusters Score -1103479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1103504.750000 Penalty: 4544.398926
	Iteration 19Q: 3 clusters Score -1103505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1103521.500000 Penalty: 4544.398926
	Iteration 20F: 3 clusters Score -1103522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1103536.875000 Penalty: 4544.398926
	Iteration 21Q: 3 clusters Score -1103537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1103546.000000 Penalty: 4544.398926
	Iteration 22Q: 3 clusters Score -1103546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1103556.125000 Penalty: 4544.398926
	Iteration 23Q: 3 clusters Score -1103556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1103557.125000 Penalty: 4544.398926
	Iteration 24Q: 3 clusters Score -1103557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1103559.750000 Penalty: 4544.398926
	Iteration 25Q: 3 clusters Score -1103560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1103560.500000 Penalty: 4544.398926
	Iteration 26Q: 3 clusters Score -1103560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1103562.125000 Penalty: 4544.398926
	Iteration 27Q: 3 clusters Score -1103562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1103561.625000 Penalty: 4544.398926
	Iteration 28Q: 3 clusters Score -1103562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1103561.750000 Penalty: 4544.398926
	Iteration 29Q: 3 clusters Score -1103562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1103564.000000 Penalty: 4544.398926
	Iteration 30Q: 3 clusters Score -1103564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1103565.625000 Penalty: 4544.398926
	Iteration 31Q: 3 clusters Score -1103566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1103568.625000 Penalty: 4544.398926
	Iteration 32Q: 3 clusters Score -1103569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1103571.125000 Penalty: 4544.398926
	Iteration 33Q: 3 clusters Score -1103571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1103570.000000 Penalty: 4544.398926
	Iteration 34Q: 3 clusters Score -1103570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1103570.000000 Penalty: 4544.398926
	Iteration 35Q: 3 clusters Score -1103570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1103571.875000 Penalty: 4544.398926
	Iteration 36Q: 3 clusters Score -1103572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1103572.125000 Penalty: 4544.398926
	Iteration 37Q: 3 clusters Score -1103572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1103573.625000 Penalty: 4544.398926
	Iteration 38Q: 3 clusters Score -1103574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1103574.250000 Penalty: 4544.398926
	Iteration 39Q: 3 clusters Score -1103574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1103574.250000 Penalty: 4544.398926
	Iteration 40F: 3 clusters Score -1103574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (95951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95951 members 
Entering Unmasked Estep 
Score: -11444646.000000 Penalty: 2844.955078
	Iteration 0F: 2 clusters Score -1.144465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -11380518.000000 Penalty: 5689.910156
	Iteration 0F: 3 clusters Score -1.138052e+07 nChanged 45387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -11406502.000000 Penalty: 5689.910156
	Iteration 1F: 3 clusters Score -1.14065e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -11407821.000000 Penalty: 5689.910156
	Iteration 2Q: 3 clusters Score -1.140782e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -11410194.000000 Penalty: 5689.910156
	Iteration 3F: 3 clusters Score -1.141019e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -11414599.000000 Penalty: 5689.910156
	Iteration 4F: 3 clusters Score -1.14146e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -11421739.000000 Penalty: 5689.910156
	Iteration 5F: 3 clusters Score -1.142174e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -11430590.000000 Penalty: 5689.910156
	Iteration 6F: 3 clusters Score -1.143059e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -11437284.000000 Penalty: 5689.910156
	Iteration 7F: 3 clusters Score -1.143728e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -11440442.000000 Penalty: 5689.910156
	Iteration 8Q: 3 clusters Score -1.144044e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -11441631.000000 Penalty: 5689.910156
	Iteration 9Q: 3 clusters Score -1.144163e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 94624 members 
Entering Unmasked Estep 
Score: -11442107.000000 Penalty: 5689.910156
	Iteration 10Q: 3 clusters Score -1.144211e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 94881 members 
Entering Unmasked Estep 
Score: -11442322.000000 Penalty: 5689.910156
	Iteration 11Q: 3 clusters Score -1.144232e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 95001 members 
Entering Unmasked Estep 
Score: -11442396.000000 Penalty: 5689.910156
	Iteration 12Q: 3 clusters Score -1.14424e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -11442467.000000 Penalty: 5689.910156
	Iteration 13Q: 3 clusters Score -1.144247e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -11442511.000000 Penalty: 5689.910156
	Iteration 14Q: 3 clusters Score -1.144251e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 95173 members 
Entering Unmasked Estep 
Score: -11442527.000000 Penalty: 5689.910156
	Iteration 15Q: 3 clusters Score -1.144253e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -11442543.000000 Penalty: 5689.910156
	Iteration 16Q: 3 clusters Score -1.144254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 95220 members 
Entering Unmasked Estep 
Score: -11442569.000000 Penalty: 5689.910156
	Iteration 17Q: 3 clusters Score -1.144257e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -11442586.000000 Penalty: 5689.910156
	Iteration 18Q: 3 clusters Score -1.144259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 95248 members 
Entering Unmasked Estep 
Score: -11442592.000000 Penalty: 5689.910156
	Iteration 19Q: 3 clusters Score -1.144259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -11442605.000000 Penalty: 5689.910156
	Iteration 20F: 3 clusters Score -1.14426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 95257 members 
Entering Unmasked Estep 
Score: -11442611.000000 Penalty: 5689.910156
	Iteration 21Q: 3 clusters Score -1.144261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 95259 members 
Entering Unmasked Estep 
Score: -11442609.000000 Penalty: 5689.910156
	Iteration 22Q: 3 clusters Score -1.144261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 95259 members 
Entering Unmasked Estep 
Score: -11442609.000000 Penalty: 5689.910156
	Iteration 23F: 3 clusters Score -1.144261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Entering Unmasked Estep 
Score: -2092639.500000 Penalty: 2420.571045
	Iteration 0F: 2 clusters Score -2092640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2080217.750000 Penalty: 4841.142090
	Iteration 0F: 3 clusters Score -2080218 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2084315.500000 Penalty: 4841.142090
	Iteration 1F: 3 clusters Score -2084316 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2084709.750000 Penalty: 4841.142090
	Iteration 2F: 3 clusters Score -2084710 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2084993.375000 Penalty: 4841.142090
	Iteration 3Q: 3 clusters Score -2084993 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2085228.625000 Penalty: 4841.142090
	Iteration 4Q: 3 clusters Score -2085229 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2085443.500000 Penalty: 4841.142090
	Iteration 5Q: 3 clusters Score -2085444 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2085663.875000 Penalty: 4841.142090
	Iteration 6Q: 3 clusters Score -2085664 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2085917.125000 Penalty: 4841.142090
	Iteration 7Q: 3 clusters Score -2085917 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2086225.750000 Penalty: 4841.142090
	Iteration 8Q: 3 clusters Score -2086226 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2086651.375000 Penalty: 4841.142090
	Iteration 9Q: 3 clusters Score -2086651 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2087300.375000 Penalty: 4841.142090
	Iteration 10F: 3 clusters Score -2087300 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2088074.375000 Penalty: 4841.142090
	Iteration 11F: 3 clusters Score -2088074 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2088830.125000 Penalty: 4841.142090
	Iteration 12F: 3 clusters Score -2088830 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2089454.750000 Penalty: 4841.142090
	Iteration 13Q: 3 clusters Score -2089455 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2089906.250000 Penalty: 4841.142090
	Iteration 14Q: 3 clusters Score -2089906 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2090211.750000 Penalty: 4841.142090
	Iteration 15Q: 3 clusters Score -2090212 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2090400.500000 Penalty: 4841.142090
	Iteration 16Q: 3 clusters Score -2090400 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2090498.500000 Penalty: 4841.142090
	Iteration 17Q: 3 clusters Score -2090498 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2090560.750000 Penalty: 4841.142090
	Iteration 18Q: 3 clusters Score -2090561 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2090618.375000 Penalty: 4841.142090
	Iteration 19Q: 3 clusters Score -2090618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2090656.000000 Penalty: 4841.142090
	Iteration 20F: 3 clusters Score -2090656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2090677.500000 Penalty: 4841.142090
	Iteration 21Q: 3 clusters Score -2090678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2090700.000000 Penalty: 4841.142090
	Iteration 22Q: 3 clusters Score -2090700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2090714.875000 Penalty: 4841.142090
	Iteration 23Q: 3 clusters Score -2090715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2090721.125000 Penalty: 4841.142090
	Iteration 24Q: 3 clusters Score -2090721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2090724.750000 Penalty: 4841.142090
	Iteration 25Q: 3 clusters Score -2090725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2090726.125000 Penalty: 4841.142090
	Iteration 26Q: 3 clusters Score -2090726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2090732.625000 Penalty: 4841.142090
	Iteration 27Q: 3 clusters Score -2090733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2090744.500000 Penalty: 4841.142090
	Iteration 28Q: 3 clusters Score -2090744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2090742.125000 Penalty: 4841.142090
	Iteration 29Q: 3 clusters Score -2090742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2090742.750000 Penalty: 4841.142090
	Iteration 30Q: 3 clusters Score -2090743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2090742.750000 Penalty: 4841.142090
	Iteration 31F: 3 clusters Score -2090743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Entering Unmasked Estep 
Score: -1219511.125000 Penalty: 2295.507568
	Iteration 0F: 2 clusters Score -1219511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1211505.625000 Penalty: 4591.015137
	Iteration 0F: 3 clusters Score -1211506 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1214060.375000 Penalty: 4591.015137
	Iteration 1F: 3 clusters Score -1214060 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1214628.625000 Penalty: 4591.015137
	Iteration 2F: 3 clusters Score -1214629 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1215120.000000 Penalty: 4591.015137
	Iteration 3F: 3 clusters Score -1215120 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1215551.000000 Penalty: 4591.015137
	Iteration 4F: 3 clusters Score -1215551 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1215965.875000 Penalty: 4591.015137
	Iteration 5F: 3 clusters Score -1215966 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1216368.250000 Penalty: 4591.015137
	Iteration 6F: 3 clusters Score -1216368 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1216743.500000 Penalty: 4591.015137
	Iteration 7F: 3 clusters Score -1216744 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1217068.500000 Penalty: 4591.015137
	Iteration 8Q: 3 clusters Score -1217068 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1217346.500000 Penalty: 4591.015137
	Iteration 9Q: 3 clusters Score -1217346 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1217567.375000 Penalty: 4591.015137
	Iteration 10Q: 3 clusters Score -1217567 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1217714.125000 Penalty: 4591.015137
	Iteration 11Q: 3 clusters Score -1217714 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1217819.625000 Penalty: 4591.015137
	Iteration 12Q: 3 clusters Score -1217820 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1217906.125000 Penalty: 4591.015137
	Iteration 13Q: 3 clusters Score -1217906 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1217964.500000 Penalty: 4591.015137
	Iteration 14Q: 3 clusters Score -1217964 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1218016.875000 Penalty: 4591.015137
	Iteration 15Q: 3 clusters Score -1218017 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1218057.875000 Penalty: 4591.015137
	Iteration 16Q: 3 clusters Score -1218058 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1218094.875000 Penalty: 4591.015137
	Iteration 17Q: 3 clusters Score -1218095 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1218123.875000 Penalty: 4591.015137
	Iteration 18Q: 3 clusters Score -1218124 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1218148.125000 Penalty: 4591.015137
	Iteration 19Q: 3 clusters Score -1218148 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1218180.125000 Penalty: 4591.015137
	Iteration 20F: 3 clusters Score -1218180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1218202.125000 Penalty: 4591.015137
	Iteration 21Q: 3 clusters Score -1218202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1218218.750000 Penalty: 4591.015137
	Iteration 22Q: 3 clusters Score -1218219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1218235.250000 Penalty: 4591.015137
	Iteration 23Q: 3 clusters Score -1218235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1218247.750000 Penalty: 4591.015137
	Iteration 24Q: 3 clusters Score -1218248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1218263.125000 Penalty: 4591.015137
	Iteration 25Q: 3 clusters Score -1218263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1218271.250000 Penalty: 4591.015137
	Iteration 26Q: 3 clusters Score -1218271 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1218279.875000 Penalty: 4591.015137
	Iteration 27Q: 3 clusters Score -1218280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1218286.125000 Penalty: 4591.015137
	Iteration 28Q: 3 clusters Score -1218286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1218287.500000 Penalty: 4591.015137
	Iteration 29Q: 3 clusters Score -1218288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1218294.375000 Penalty: 4591.015137
	Iteration 30Q: 3 clusters Score -1218294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1218297.250000 Penalty: 4591.015137
	Iteration 31Q: 3 clusters Score -1218297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1218299.750000 Penalty: 4591.015137
	Iteration 32Q: 3 clusters Score -1218300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1218301.625000 Penalty: 4591.015137
	Iteration 33Q: 3 clusters Score -1218302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1218301.750000 Penalty: 4591.015137
	Iteration 34Q: 3 clusters Score -1218302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1218298.500000 Penalty: 4591.015137
	Iteration 35Q: 3 clusters Score -1218298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1218301.125000 Penalty: 4591.015137
	Iteration 36Q: 3 clusters Score -1218301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1218303.250000 Penalty: 4591.015137
	Iteration 37Q: 3 clusters Score -1218303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1218303.250000 Penalty: 4591.015137
	Iteration 38F: 3 clusters Score -1218303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Entering Unmasked Estep 
Score: -1967995.250000 Penalty: 2407.302246
	Iteration 0F: 2 clusters Score -1967995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1956202.000000 Penalty: 4814.604492
	Iteration 0F: 3 clusters Score -1956202 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1959912.875000 Penalty: 4814.604492
	Iteration 1F: 3 clusters Score -1959913 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1960311.375000 Penalty: 4814.604492
	Iteration 2F: 3 clusters Score -1960311 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1960669.625000 Penalty: 4814.604492
	Iteration 3Q: 3 clusters Score -1960670 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1961055.625000 Penalty: 4814.604492
	Iteration 4Q: 3 clusters Score -1961056 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1961415.125000 Penalty: 4814.604492
	Iteration 5Q: 3 clusters Score -1961415 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1961834.500000 Penalty: 4814.604492
	Iteration 6Q: 3 clusters Score -1961834 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1962229.375000 Penalty: 4814.604492
	Iteration 7Q: 3 clusters Score -1962229 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1962633.625000 Penalty: 4814.604492
	Iteration 8Q: 3 clusters Score -1962634 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1963034.375000 Penalty: 4814.604492
	Iteration 9Q: 3 clusters Score -1963034 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1963433.750000 Penalty: 4814.604492
	Iteration 10Q: 3 clusters Score -1963434 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1963823.625000 Penalty: 4814.604492
	Iteration 11Q: 3 clusters Score -1963824 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1964186.125000 Penalty: 4814.604492
	Iteration 12Q: 3 clusters Score -1964186 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1964512.750000 Penalty: 4814.604492
	Iteration 13Q: 3 clusters Score -1964513 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1964796.500000 Penalty: 4814.604492
	Iteration 14Q: 3 clusters Score -1964796 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1965042.000000 Penalty: 4814.604492
	Iteration 15Q: 3 clusters Score -1965042 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1965231.500000 Penalty: 4814.604492
	Iteration 16Q: 3 clusters Score -1965232 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1965359.875000 Penalty: 4814.604492
	Iteration 17Q: 3 clusters Score -1965360 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1965502.500000 Penalty: 4814.604492
	Iteration 18Q: 3 clusters Score -1965502 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1965599.250000 Penalty: 4814.604492
	Iteration 19Q: 3 clusters Score -1965599 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1965681.000000 Penalty: 4814.604492
	Iteration 20F: 3 clusters Score -1965681 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1965743.375000 Penalty: 4814.604492
	Iteration 21Q: 3 clusters Score -1965743 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1965799.750000 Penalty: 4814.604492
	Iteration 22Q: 3 clusters Score -1965800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1965831.000000 Penalty: 4814.604492
	Iteration 23Q: 3 clusters Score -1965831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1965850.250000 Penalty: 4814.604492
	Iteration 24Q: 3 clusters Score -1965850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1965864.375000 Penalty: 4814.604492
	Iteration 25Q: 3 clusters Score -1965864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1965881.875000 Penalty: 4814.604492
	Iteration 26Q: 3 clusters Score -1965882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1965894.750000 Penalty: 4814.604492
	Iteration 27Q: 3 clusters Score -1965895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1965908.750000 Penalty: 4814.604492
	Iteration 28Q: 3 clusters Score -1965909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1965923.250000 Penalty: 4814.604492
	Iteration 29Q: 3 clusters Score -1965923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1965932.875000 Penalty: 4814.604492
	Iteration 30Q: 3 clusters Score -1965933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1965945.375000 Penalty: 4814.604492
	Iteration 31Q: 3 clusters Score -1965945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1965959.125000 Penalty: 4814.604492
	Iteration 32Q: 3 clusters Score -1965959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1965966.125000 Penalty: 4814.604492
	Iteration 33Q: 3 clusters Score -1965966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1965973.125000 Penalty: 4814.604492
	Iteration 34Q: 3 clusters Score -1965973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1965974.000000 Penalty: 4814.604492
	Iteration 35Q: 3 clusters Score -1965974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1965975.875000 Penalty: 4814.604492
	Iteration 36Q: 3 clusters Score -1965976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1965977.750000 Penalty: 4814.604492
	Iteration 37Q: 3 clusters Score -1965978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1965980.125000 Penalty: 4814.604492
	Iteration 38Q: 3 clusters Score -1965980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1965983.250000 Penalty: 4814.604492
	Iteration 39Q: 3 clusters Score -1965983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1965981.250000 Penalty: 4814.604492
	Iteration 40F: 3 clusters Score -1965981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1965984.250000 Penalty: 4814.604492
	Iteration 41Q: 3 clusters Score -1965984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1965984.625000 Penalty: 4814.604492
	Iteration 42Q: 3 clusters Score -1965985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1965986.000000 Penalty: 4814.604492
	Iteration 43Q: 3 clusters Score -1965986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1965988.625000 Penalty: 4814.604492
	Iteration 44Q: 3 clusters Score -1965989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1965994.000000 Penalty: 4814.604492
	Iteration 45Q: 3 clusters Score -1965994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1965998.500000 Penalty: 4814.604492
	Iteration 46Q: 3 clusters Score -1965998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1966003.750000 Penalty: 4814.604492
	Iteration 47Q: 3 clusters Score -1966004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1966002.375000 Penalty: 4814.604492
	Iteration 48Q: 3 clusters Score -1966002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1966005.375000 Penalty: 4814.604492
	Iteration 49Q: 3 clusters Score -1966005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1966004.500000 Penalty: 4814.604492
	Iteration 50Q: 3 clusters Score -1966004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1966004.500000 Penalty: 4814.604492
	Iteration 51F: 3 clusters Score -1966004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -400651.093750 Penalty: 2021.029663
	Iteration 0F: 2 clusters Score -400651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -397118.062500 Penalty: 4042.059326
	Iteration 0F: 3 clusters Score -397118.1 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -397869.531250 Penalty: 4042.059326
	Iteration 1F: 3 clusters Score -397869.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -398037.968750 Penalty: 4042.059326
	Iteration 2F: 3 clusters Score -398038 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -398130.875000 Penalty: 4042.059326
	Iteration 3Q: 3 clusters Score -398130.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -398188.062500 Penalty: 4042.059326
	Iteration 4Q: 3 clusters Score -398188.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -398251.500000 Penalty: 4042.059326
	Iteration 5Q: 3 clusters Score -398251.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -398298.281250 Penalty: 4042.059326
	Iteration 6Q: 3 clusters Score -398298.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -398341.750000 Penalty: 4042.059326
	Iteration 7Q: 3 clusters Score -398341.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -398371.281250 Penalty: 4042.059326
	Iteration 8Q: 3 clusters Score -398371.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -398391.843750 Penalty: 4042.059326
	Iteration 9Q: 3 clusters Score -398391.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -398408.250000 Penalty: 4042.059326
	Iteration 10Q: 3 clusters Score -398408.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -398422.375000 Penalty: 4042.059326
	Iteration 11Q: 3 clusters Score -398422.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -398433.437500 Penalty: 4042.059326
	Iteration 12Q: 3 clusters Score -398433.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -398442.906250 Penalty: 4042.059326
	Iteration 13Q: 3 clusters Score -398442.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -398453.093750 Penalty: 4042.059326
	Iteration 14Q: 3 clusters Score -398453.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -398460.218750 Penalty: 4042.059326
	Iteration 15Q: 3 clusters Score -398460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -398463.687500 Penalty: 4042.059326
	Iteration 16Q: 3 clusters Score -398463.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -398464.968750 Penalty: 4042.059326
	Iteration 17Q: 3 clusters Score -398465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -398468.156250 Penalty: 4042.059326
	Iteration 18Q: 3 clusters Score -398468.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -398473.093750 Penalty: 4042.059326
	Iteration 19Q: 3 clusters Score -398473.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -398480.218750 Penalty: 4042.059326
	Iteration 20F: 3 clusters Score -398480.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -398483.531250 Penalty: 4042.059326
	Iteration 21Q: 3 clusters Score -398483.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -398487.406250 Penalty: 4042.059326
	Iteration 22Q: 3 clusters Score -398487.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -398489.437500 Penalty: 4042.059326
	Iteration 23Q: 3 clusters Score -398489.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -398490.781250 Penalty: 4042.059326
	Iteration 24Q: 3 clusters Score -398490.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -398493.968750 Penalty: 4042.059326
	Iteration 25Q: 3 clusters Score -398494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -398496.562500 Penalty: 4042.059326
	Iteration 26Q: 3 clusters Score -398496.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -398498.093750 Penalty: 4042.059326
	Iteration 27Q: 3 clusters Score -398498.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -398500.656250 Penalty: 4042.059326
	Iteration 28Q: 3 clusters Score -398500.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -398503.812500 Penalty: 4042.059326
	Iteration 29Q: 3 clusters Score -398503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -398505.812500 Penalty: 4042.059326
	Iteration 30Q: 3 clusters Score -398505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -398506.187500 Penalty: 4042.059326
	Iteration 31Q: 3 clusters Score -398506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -398506.375000 Penalty: 4042.059326
	Iteration 32Q: 3 clusters Score -398506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -398507.312500 Penalty: 4042.059326
	Iteration 33Q: 3 clusters Score -398507.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -398507.312500 Penalty: 4042.059326
	Iteration 34F: 3 clusters Score -398507.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Entering Unmasked Estep 
Score: -1521416.500000 Penalty: 2348.045166
	Iteration 0F: 2 clusters Score -1521416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1511871.875000 Penalty: 4696.090332
	Iteration 0F: 3 clusters Score -1511872 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1514716.375000 Penalty: 4696.090332
	Iteration 1F: 3 clusters Score -1514716 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1515026.625000 Penalty: 4696.090332
	Iteration 2F: 3 clusters Score -1515027 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1515311.250000 Penalty: 4696.090332
	Iteration 3Q: 3 clusters Score -1515311 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1515608.500000 Penalty: 4696.090332
	Iteration 4Q: 3 clusters Score -1515608 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1515959.750000 Penalty: 4696.090332
	Iteration 5Q: 3 clusters Score -1515960 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1516427.500000 Penalty: 4696.090332
	Iteration 6F: 3 clusters Score -1516428 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1516977.875000 Penalty: 4696.090332
	Iteration 7F: 3 clusters Score -1516978 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1517565.000000 Penalty: 4696.090332
	Iteration 8F: 3 clusters Score -1517565 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1518140.250000 Penalty: 4696.090332
	Iteration 9F: 3 clusters Score -1518140 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1518606.125000 Penalty: 4696.090332
	Iteration 10Q: 3 clusters Score -1518606 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1518960.125000 Penalty: 4696.090332
	Iteration 11Q: 3 clusters Score -1518960 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1519155.625000 Penalty: 4696.090332
	Iteration 12Q: 3 clusters Score -1519156 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1519285.625000 Penalty: 4696.090332
	Iteration 13Q: 3 clusters Score -1519286 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1519377.625000 Penalty: 4696.090332
	Iteration 14Q: 3 clusters Score -1519378 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1519445.750000 Penalty: 4696.090332
	Iteration 15Q: 3 clusters Score -1519446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1519494.250000 Penalty: 4696.090332
	Iteration 16Q: 3 clusters Score -1519494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1519531.000000 Penalty: 4696.090332
	Iteration 17Q: 3 clusters Score -1519531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1519554.125000 Penalty: 4696.090332
	Iteration 18Q: 3 clusters Score -1519554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1519569.625000 Penalty: 4696.090332
	Iteration 19Q: 3 clusters Score -1519570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1519589.125000 Penalty: 4696.090332
	Iteration 20F: 3 clusters Score -1519589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1519600.625000 Penalty: 4696.090332
	Iteration 21Q: 3 clusters Score -1519601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1519616.375000 Penalty: 4696.090332
	Iteration 22Q: 3 clusters Score -1519616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1519631.375000 Penalty: 4696.090332
	Iteration 23Q: 3 clusters Score -1519631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1519637.500000 Penalty: 4696.090332
	Iteration 24Q: 3 clusters Score -1519638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1519649.125000 Penalty: 4696.090332
	Iteration 25Q: 3 clusters Score -1519649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1519651.875000 Penalty: 4696.090332
	Iteration 26Q: 3 clusters Score -1519652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1519653.500000 Penalty: 4696.090332
	Iteration 27Q: 3 clusters Score -1519654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1519654.750000 Penalty: 4696.090332
	Iteration 28Q: 3 clusters Score -1519655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1519654.750000 Penalty: 4696.090332
	Iteration 29F: 3 clusters Score -1519655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143474 members 
Entering Unmasked Estep 
Score: -17171720.000000 Penalty: 2944.729492
	Iteration 0F: 2 clusters Score -1.717172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -17075816.000000 Penalty: 5889.458984
	Iteration 0F: 3 clusters Score -1.707582e+07 nChanged 68637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -17115292.000000 Penalty: 5889.458984
	Iteration 1F: 3 clusters Score -1.711529e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74372 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -17116060.000000 Penalty: 5889.458984
	Iteration 2Q: 3 clusters Score -1.711606e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75492 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -17116930.000000 Penalty: 5889.458984
	Iteration 3Q: 3 clusters Score -1.711693e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -17117884.000000 Penalty: 5889.458984
	Iteration 4Q: 3 clusters Score -1.711788e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -17118966.000000 Penalty: 5889.458984
	Iteration 5Q: 3 clusters Score -1.711897e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82989 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -17120472.000000 Penalty: 5889.458984
	Iteration 6Q: 3 clusters Score -1.712047e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88041 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -17123012.000000 Penalty: 5889.458984
	Iteration 7Q: 3 clusters Score -1.712301e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95199 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -17127192.000000 Penalty: 5889.458984
	Iteration 8F: 3 clusters Score -1.712719e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104654 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -17134084.000000 Penalty: 5889.458984
	Iteration 9F: 3 clusters Score -1.713408e+07 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115881 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -17143738.000000 Penalty: 5889.458984
	Iteration 10F: 3 clusters Score -1.714374e+07 nChanged 10929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126798 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -17154080.000000 Penalty: 5889.458984
	Iteration 11F: 3 clusters Score -1.715408e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134872 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -17161958.000000 Penalty: 5889.458984
	Iteration 12F: 3 clusters Score -1.716196e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139313 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -17166010.000000 Penalty: 5889.458984
	Iteration 13Q: 3 clusters Score -1.716601e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141382 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -17167872.000000 Penalty: 5889.458984
	Iteration 14Q: 3 clusters Score -1.716787e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142273 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -17168702.000000 Penalty: 5889.458984
	Iteration 15Q: 3 clusters Score -1.71687e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142648 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -17169054.000000 Penalty: 5889.458984
	Iteration 16Q: 3 clusters Score -1.716905e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142816 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -17169168.000000 Penalty: 5889.458984
	Iteration 17Q: 3 clusters Score -1.716917e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142891 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -17169246.000000 Penalty: 5889.458984
	Iteration 18Q: 3 clusters Score -1.716925e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142939 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -17169268.000000 Penalty: 5889.458984
	Iteration 19Q: 3 clusters Score -1.716927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142961 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -17169290.000000 Penalty: 5889.458984
	Iteration 20F: 3 clusters Score -1.716929e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142975 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -17169272.000000 Penalty: 5889.458984
	Iteration 21Q: 3 clusters Score -1.716927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142982 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -17169272.000000 Penalty: 5889.458984
	Iteration 22Q: 3 clusters Score -1.716927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142990 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -17169280.000000 Penalty: 5889.458984
	Iteration 23Q: 3 clusters Score -1.716928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142997 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -17169280.000000 Penalty: 5889.458984
	Iteration 24Q: 3 clusters Score -1.716928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143004 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -17169278.000000 Penalty: 5889.458984
	Iteration 25Q: 3 clusters Score -1.716928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143007 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -17169270.000000 Penalty: 5889.458984
	Iteration 26Q: 3 clusters Score -1.716927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143012 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -17169276.000000 Penalty: 5889.458984
	Iteration 27Q: 3 clusters Score -1.716928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143015 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -17169282.000000 Penalty: 5889.458984
	Iteration 28Q: 3 clusters Score -1.716928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143019 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -17169288.000000 Penalty: 5889.458984
	Iteration 29Q: 3 clusters Score -1.716929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143022 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -17169288.000000 Penalty: 5889.458984
	Iteration 30Q: 3 clusters Score -1.716929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143024 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -17169292.000000 Penalty: 5889.458984
	Iteration 31Q: 3 clusters Score -1.716929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143025 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -17169290.000000 Penalty: 5889.458984
	Iteration 32Q: 3 clusters Score -1.716929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143025 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -17169290.000000 Penalty: 5889.458984
	Iteration 33F: 3 clusters Score -1.716929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Entering Unmasked Estep 
Score: -4778110.000000 Penalty: 2637.005615
	Iteration 0F: 2 clusters Score -4778110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -4750031.500000 Penalty: 5274.011230
	Iteration 0F: 3 clusters Score -4750032 nChanged 19000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -4760167.500000 Penalty: 5274.011230
	Iteration 1F: 3 clusters Score -4760168 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -4760708.000000 Penalty: 5274.011230
	Iteration 2Q: 3 clusters Score -4760708 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -4761280.500000 Penalty: 5274.011230
	Iteration 3Q: 3 clusters Score -4761280 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -4761919.500000 Penalty: 5274.011230
	Iteration 4Q: 3 clusters Score -4761920 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -4762886.000000 Penalty: 5274.011230
	Iteration 5Q: 3 clusters Score -4762886 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -4764348.000000 Penalty: 5274.011230
	Iteration 6F: 3 clusters Score -4764348 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -4766547.500000 Penalty: 5274.011230
	Iteration 7F: 3 clusters Score -4766548 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -4769293.500000 Penalty: 5274.011230
	Iteration 8F: 3 clusters Score -4769294 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -4771861.000000 Penalty: 5274.011230
	Iteration 9F: 3 clusters Score -4771861 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -4773928.500000 Penalty: 5274.011230
	Iteration 10F: 3 clusters Score -4773928 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -4774924.000000 Penalty: 5274.011230
	Iteration 11Q: 3 clusters Score -4774924 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -4775362.500000 Penalty: 5274.011230
	Iteration 12Q: 3 clusters Score -4775362 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -4775590.500000 Penalty: 5274.011230
	Iteration 13Q: 3 clusters Score -4775590 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -4775694.500000 Penalty: 5274.011230
	Iteration 14Q: 3 clusters Score -4775694 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -4775745.000000 Penalty: 5274.011230
	Iteration 15Q: 3 clusters Score -4775745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -4775768.000000 Penalty: 5274.011230
	Iteration 16Q: 3 clusters Score -4775768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -4775782.500000 Penalty: 5274.011230
	Iteration 17Q: 3 clusters Score -4775782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -4775789.000000 Penalty: 5274.011230
	Iteration 18Q: 3 clusters Score -4775789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -4775799.500000 Penalty: 5274.011230
	Iteration 19Q: 3 clusters Score -4775800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -4775820.500000 Penalty: 5274.011230
	Iteration 20F: 3 clusters Score -4775820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -4775830.500000 Penalty: 5274.011230
	Iteration 21Q: 3 clusters Score -4775830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -4775839.000000 Penalty: 5274.011230
	Iteration 22Q: 3 clusters Score -4775839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -4775851.500000 Penalty: 5274.011230
	Iteration 23Q: 3 clusters Score -4775852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -4775864.500000 Penalty: 5274.011230
	Iteration 24Q: 3 clusters Score -4775864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -4775864.500000 Penalty: 5274.011230
	Iteration 25Q: 3 clusters Score -4775864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -4775876.500000 Penalty: 5274.011230
	Iteration 26Q: 3 clusters Score -4775876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -4775888.500000 Penalty: 5274.011230
	Iteration 27Q: 3 clusters Score -4775888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -4775890.500000 Penalty: 5274.011230
	Iteration 28Q: 3 clusters Score -4775890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -4775895.500000 Penalty: 5274.011230
	Iteration 29Q: 3 clusters Score -4775896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -4775892.000000 Penalty: 5274.011230
	Iteration 30Q: 3 clusters Score -4775892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -4775900.000000 Penalty: 5274.011230
	Iteration 31Q: 3 clusters Score -4775900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -4775904.500000 Penalty: 5274.011230
	Iteration 32Q: 3 clusters Score -4775904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -4775904.500000 Penalty: 5274.011230
	Iteration 33F: 3 clusters Score -4775904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Entering Unmasked Estep 
Score: -4392485.500000 Penalty: 2605.799561
	Iteration 0F: 2 clusters Score -4392486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -4367668.500000 Penalty: 5211.599121
	Iteration 0F: 3 clusters Score -4367668 nChanged 16627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -4376645.000000 Penalty: 5211.599121
	Iteration 1F: 3 clusters Score -4376645 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -4377142.000000 Penalty: 5211.599121
	Iteration 2Q: 3 clusters Score -4377142 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4377648.000000 Penalty: 5211.599121
	Iteration 3Q: 3 clusters Score -4377648 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -4378198.000000 Penalty: 5211.599121
	Iteration 4Q: 3 clusters Score -4378198 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -4378952.500000 Penalty: 5211.599121
	Iteration 5Q: 3 clusters Score -4378952 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -4379964.500000 Penalty: 5211.599121
	Iteration 6F: 3 clusters Score -4379964 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -4381581.000000 Penalty: 5211.599121
	Iteration 7F: 3 clusters Score -4381581 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -4383708.500000 Penalty: 5211.599121
	Iteration 8F: 3 clusters Score -4383708 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4386106.000000 Penalty: 5211.599121
	Iteration 9F: 3 clusters Score -4386106 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4388077.500000 Penalty: 5211.599121
	Iteration 10F: 3 clusters Score -4388078 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -4389225.000000 Penalty: 5211.599121
	Iteration 11Q: 3 clusters Score -4389225 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -4389738.500000 Penalty: 5211.599121
	Iteration 12Q: 3 clusters Score -4389738 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4389970.000000 Penalty: 5211.599121
	Iteration 13Q: 3 clusters Score -4389970 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -4390081.500000 Penalty: 5211.599121
	Iteration 14Q: 3 clusters Score -4390082 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -4390175.000000 Penalty: 5211.599121
	Iteration 15Q: 3 clusters Score -4390175 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4390210.500000 Penalty: 5211.599121
	Iteration 16Q: 3 clusters Score -4390210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -4390233.500000 Penalty: 5211.599121
	Iteration 17Q: 3 clusters Score -4390234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4390243.500000 Penalty: 5211.599121
	Iteration 18Q: 3 clusters Score -4390244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -4390255.500000 Penalty: 5211.599121
	Iteration 19Q: 3 clusters Score -4390256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4390260.000000 Penalty: 5211.599121
	Iteration 20F: 3 clusters Score -4390260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -4390265.000000 Penalty: 5211.599121
	Iteration 21Q: 3 clusters Score -4390265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4390270.000000 Penalty: 5211.599121
	Iteration 22Q: 3 clusters Score -4390270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4390270.000000 Penalty: 5211.599121
	Iteration 23F: 3 clusters Score -4390270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Entering Unmasked Estep 
Score: -1779077.000000 Penalty: 2387.939453
	Iteration 0F: 2 clusters Score -1779077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1768171.750000 Penalty: 4775.878906
	Iteration 0F: 3 clusters Score -1768172 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1771636.375000 Penalty: 4775.878906
	Iteration 1F: 3 clusters Score -1771636 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1772008.750000 Penalty: 4775.878906
	Iteration 2F: 3 clusters Score -1772009 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1772295.750000 Penalty: 4775.878906
	Iteration 3Q: 3 clusters Score -1772296 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1772595.250000 Penalty: 4775.878906
	Iteration 4Q: 3 clusters Score -1772595 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1772912.625000 Penalty: 4775.878906
	Iteration 5Q: 3 clusters Score -1772913 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1773300.875000 Penalty: 4775.878906
	Iteration 6Q: 3 clusters Score -1773301 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1773798.500000 Penalty: 4775.878906
	Iteration 7F: 3 clusters Score -1773798 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1774412.125000 Penalty: 4775.878906
	Iteration 8F: 3 clusters Score -1774412 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1775053.500000 Penalty: 4775.878906
	Iteration 9F: 3 clusters Score -1775054 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1775627.250000 Penalty: 4775.878906
	Iteration 10Q: 3 clusters Score -1775627 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1776060.625000 Penalty: 4775.878906
	Iteration 11Q: 3 clusters Score -1776061 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1776373.750000 Penalty: 4775.878906
	Iteration 12Q: 3 clusters Score -1776374 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1776586.500000 Penalty: 4775.878906
	Iteration 13Q: 3 clusters Score -1776586 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1776745.875000 Penalty: 4775.878906
	Iteration 14Q: 3 clusters Score -1776746 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1776839.750000 Penalty: 4775.878906
	Iteration 15Q: 3 clusters Score -1776840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1776884.750000 Penalty: 4775.878906
	Iteration 16Q: 3 clusters Score -1776885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1776915.625000 Penalty: 4775.878906
	Iteration 17Q: 3 clusters Score -1776916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1776938.500000 Penalty: 4775.878906
	Iteration 18Q: 3 clusters Score -1776938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1776956.625000 Penalty: 4775.878906
	Iteration 19Q: 3 clusters Score -1776957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1776963.250000 Penalty: 4775.878906
	Iteration 20F: 3 clusters Score -1776963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1776974.500000 Penalty: 4775.878906
	Iteration 21Q: 3 clusters Score -1776974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1776988.125000 Penalty: 4775.878906
	Iteration 22Q: 3 clusters Score -1776988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1776998.625000 Penalty: 4775.878906
	Iteration 23Q: 3 clusters Score -1776999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1777002.375000 Penalty: 4775.878906
	Iteration 24Q: 3 clusters Score -1777002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1777006.000000 Penalty: 4775.878906
	Iteration 25Q: 3 clusters Score -1777006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1777008.375000 Penalty: 4775.878906
	Iteration 26Q: 3 clusters Score -1777008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1777018.375000 Penalty: 4775.878906
	Iteration 27Q: 3 clusters Score -1777018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1777030.125000 Penalty: 4775.878906
	Iteration 28Q: 3 clusters Score -1777030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1777032.625000 Penalty: 4775.878906
	Iteration 29Q: 3 clusters Score -1777033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1777034.375000 Penalty: 4775.878906
	Iteration 30Q: 3 clusters Score -1777034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1777038.000000 Penalty: 4775.878906
	Iteration 31Q: 3 clusters Score -1777038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1777038.000000 Penalty: 4775.878906
	Iteration 32F: 3 clusters Score -1777038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Entering Unmasked Estep 
Score: -4081418.000000 Penalty: 2590.012695
	Iteration 0F: 2 clusters Score -4081418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -4058087.000000 Penalty: 5180.025391
	Iteration 0F: 3 clusters Score -4058087 nChanged 15460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4066535.250000 Penalty: 5180.025391
	Iteration 1F: 3 clusters Score -4066535 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -4067019.000000 Penalty: 5180.025391
	Iteration 2Q: 3 clusters Score -4067019 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -4067484.250000 Penalty: 5180.025391
	Iteration 3Q: 3 clusters Score -4067484 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4067897.500000 Penalty: 5180.025391
	Iteration 4Q: 3 clusters Score -4067898 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4068325.000000 Penalty: 5180.025391
	Iteration 5Q: 3 clusters Score -4068325 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -4068772.750000 Penalty: 5180.025391
	Iteration 6Q: 3 clusters Score -4068773 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -4069291.500000 Penalty: 5180.025391
	Iteration 7Q: 3 clusters Score -4069292 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -4069956.750000 Penalty: 5180.025391
	Iteration 8Q: 3 clusters Score -4069957 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -4070771.750000 Penalty: 5180.025391
	Iteration 9Q: 3 clusters Score -4070772 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4071749.250000 Penalty: 5180.025391
	Iteration 10Q: 3 clusters Score -4071749 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4072804.750000 Penalty: 5180.025391
	Iteration 11F: 3 clusters Score -4072805 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -4073767.250000 Penalty: 5180.025391
	Iteration 12Q: 3 clusters Score -4073767 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -4074422.500000 Penalty: 5180.025391
	Iteration 13Q: 3 clusters Score -4074422 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -4074793.750000 Penalty: 5180.025391
	Iteration 14Q: 3 clusters Score -4074794 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4074980.250000 Penalty: 5180.025391
	Iteration 15Q: 3 clusters Score -4074980 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4075110.250000 Penalty: 5180.025391
	Iteration 16Q: 3 clusters Score -4075110 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4075234.750000 Penalty: 5180.025391
	Iteration 17Q: 3 clusters Score -4075235 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -4075307.250000 Penalty: 5180.025391
	Iteration 18Q: 3 clusters Score -4075307 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -4075400.750000 Penalty: 5180.025391
	Iteration 19Q: 3 clusters Score -4075401 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -4075500.000000 Penalty: 5180.025391
	Iteration 20F: 3 clusters Score -4075500 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -4075568.500000 Penalty: 5180.025391
	Iteration 21Q: 3 clusters Score -4075568 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -4075634.250000 Penalty: 5180.025391
	Iteration 22Q: 3 clusters Score -4075634 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -4075710.500000 Penalty: 5180.025391
	Iteration 23Q: 3 clusters Score -4075710 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -4075767.750000 Penalty: 5180.025391
	Iteration 24Q: 3 clusters Score -4075768 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -4075812.000000 Penalty: 5180.025391
	Iteration 25Q: 3 clusters Score -4075812 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -4075853.000000 Penalty: 5180.025391
	Iteration 26Q: 3 clusters Score -4075853 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -4075884.000000 Penalty: 5180.025391
	Iteration 27Q: 3 clusters Score -4075884 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4075913.000000 Penalty: 5180.025391
	Iteration 28Q: 3 clusters Score -4075913 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -4075935.750000 Penalty: 5180.025391
	Iteration 29Q: 3 clusters Score -4075936 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4075952.250000 Penalty: 5180.025391
	Iteration 30Q: 3 clusters Score -4075952 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -4075969.250000 Penalty: 5180.025391
	Iteration 31Q: 3 clusters Score -4075969 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -4076000.000000 Penalty: 5180.025391
	Iteration 32Q: 3 clusters Score -4076000 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -4076024.000000 Penalty: 5180.025391
	Iteration 33Q: 3 clusters Score -4076024 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -4076066.000000 Penalty: 5180.025391
	Iteration 34Q: 3 clusters Score -4076066 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -4076101.500000 Penalty: 5180.025391
	Iteration 35Q: 3 clusters Score -4076102 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -4076142.500000 Penalty: 5180.025391
	Iteration 36Q: 3 clusters Score -4076142 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -4076173.000000 Penalty: 5180.025391
	Iteration 37Q: 3 clusters Score -4076173 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -4076199.750000 Penalty: 5180.025391
	Iteration 38Q: 3 clusters Score -4076200 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -4076228.750000 Penalty: 5180.025391
	Iteration 39Q: 3 clusters Score -4076229 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -4076269.500000 Penalty: 5180.025391
	Iteration 40F: 3 clusters Score -4076270 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -4076293.250000 Penalty: 5180.025391
	Iteration 41Q: 3 clusters Score -4076293 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -4076332.000000 Penalty: 5180.025391
	Iteration 42Q: 3 clusters Score -4076332 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -4076380.250000 Penalty: 5180.025391
	Iteration 43Q: 3 clusters Score -4076380 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -4076440.750000 Penalty: 5180.025391
	Iteration 44Q: 3 clusters Score -4076441 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -4076512.000000 Penalty: 5180.025391
	Iteration 45Q: 3 clusters Score -4076512 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -4076608.750000 Penalty: 5180.025391
	Iteration 46Q: 3 clusters Score -4076609 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -4076703.250000 Penalty: 5180.025391
	Iteration 47Q: 3 clusters Score -4076703 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -4076871.750000 Penalty: 5180.025391
	Iteration 48Q: 3 clusters Score -4076872 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -4077035.000000 Penalty: 5180.025391
	Iteration 49Q: 3 clusters Score -4077035 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4077209.000000 Penalty: 5180.025391
	Iteration 50Q: 3 clusters Score -4077209 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4077418.500000 Penalty: 5180.025391
	Iteration 51Q: 3 clusters Score -4077418 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -4077588.500000 Penalty: 5180.025391
	Iteration 52Q: 3 clusters Score -4077588 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -4077749.250000 Penalty: 5180.025391
	Iteration 53Q: 3 clusters Score -4077749 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -4077854.250000 Penalty: 5180.025391
	Iteration 54Q: 3 clusters Score -4077854 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -4077948.750000 Penalty: 5180.025391
	Iteration 55Q: 3 clusters Score -4077949 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -4078033.000000 Penalty: 5180.025391
	Iteration 56Q: 3 clusters Score -4078033 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -4078088.500000 Penalty: 5180.025391
	Iteration 57Q: 3 clusters Score -4078088 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -4078147.000000 Penalty: 5180.025391
	Iteration 58Q: 3 clusters Score -4078147 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -4078171.000000 Penalty: 5180.025391
	Iteration 59Q: 3 clusters Score -4078171 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -4078201.500000 Penalty: 5180.025391
	Iteration 60F: 3 clusters Score -4078202 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -4078215.500000 Penalty: 5180.025391
	Iteration 61Q: 3 clusters Score -4078216 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -4078232.000000 Penalty: 5180.025391
	Iteration 62Q: 3 clusters Score -4078232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -4078262.000000 Penalty: 5180.025391
	Iteration 63Q: 3 clusters Score -4078262 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -4078284.500000 Penalty: 5180.025391
	Iteration 64Q: 3 clusters Score -4078284 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -4078290.250000 Penalty: 5180.025391
	Iteration 65Q: 3 clusters Score -4078290 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -4078286.000000 Penalty: 5180.025391
	Iteration 66Q: 3 clusters Score -4078286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -4078293.250000 Penalty: 5180.025391
	Iteration 67Q: 3 clusters Score -4078293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -4078293.250000 Penalty: 5180.025391
	Iteration 68Q: 3 clusters Score -4078293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -4078309.750000 Penalty: 5180.025391
	Iteration 69Q: 3 clusters Score -4078310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -4078306.750000 Penalty: 5180.025391
	Iteration 70Q: 3 clusters Score -4078307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -4078301.250000 Penalty: 5180.025391
	Iteration 71Q: 3 clusters Score -4078301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -4078301.000000 Penalty: 5180.025391
	Iteration 72Q: 3 clusters Score -4078301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -4078302.250000 Penalty: 5180.025391
	Iteration 73Q: 3 clusters Score -4078302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -4078305.250000 Penalty: 5180.025391
	Iteration 74Q: 3 clusters Score -4078305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -4078308.500000 Penalty: 5180.025391
	Iteration 75Q: 3 clusters Score -4078308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -4078307.000000 Penalty: 5180.025391
	Iteration 76Q: 3 clusters Score -4078307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -4078308.750000 Penalty: 5180.025391
	Iteration 77Q: 3 clusters Score -4078309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -4078317.750000 Penalty: 5180.025391
	Iteration 78Q: 3 clusters Score -4078318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -4078321.750000 Penalty: 5180.025391
	Iteration 79Q: 3 clusters Score -4078322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -4078327.750000 Penalty: 5180.025391
	Iteration 80F: 3 clusters Score -4078328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -4078325.000000 Penalty: 5180.025391
	Iteration 81Q: 3 clusters Score -4078325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4078330.000000 Penalty: 5180.025391
	Iteration 82Q: 3 clusters Score -4078330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -4078327.000000 Penalty: 5180.025391
	Iteration 83Q: 3 clusters Score -4078327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -4078329.250000 Penalty: 5180.025391
	Iteration 84Q: 3 clusters Score -4078329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -4078326.500000 Penalty: 5180.025391
	Iteration 85Q: 3 clusters Score -4078326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -4078327.250000 Penalty: 5180.025391
	Iteration 86Q: 3 clusters Score -4078327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -4078332.750000 Penalty: 5180.025391
	Iteration 87Q: 3 clusters Score -4078333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -4078327.250000 Penalty: 5180.025391
	Iteration 88Q: 3 clusters Score -4078327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -4078326.500000 Penalty: 5180.025391
	Iteration 89Q: 3 clusters Score -4078326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -4078323.250000 Penalty: 5180.025391
	Iteration 90Q: 3 clusters Score -4078323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -4078325.250000 Penalty: 5180.025391
	Iteration 91Q: 3 clusters Score -4078325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -4078322.000000 Penalty: 5180.025391
	Iteration 92Q: 3 clusters Score -4078322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -4078321.000000 Penalty: 5180.025391
	Iteration 93Q: 3 clusters Score -4078321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -4078324.000000 Penalty: 5180.025391
	Iteration 94Q: 3 clusters Score -4078324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -4078321.750000 Penalty: 5180.025391
	Iteration 95Q: 3 clusters Score -4078322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -4078328.250000 Penalty: 5180.025391
	Iteration 96Q: 3 clusters Score -4078328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4078323.000000 Penalty: 5180.025391
	Iteration 97Q: 3 clusters Score -4078323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -4078325.000000 Penalty: 5180.025391
	Iteration 98Q: 3 clusters Score -4078325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -4078326.500000 Penalty: 5180.025391
	Iteration 99Q: 3 clusters Score -4078326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -4078327.000000 Penalty: 5180.025391
	Iteration 100F: 3 clusters Score -4078327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -4078325.250000 Penalty: 5180.025391
	Iteration 101Q: 3 clusters Score -4078325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -4078327.250000 Penalty: 5180.025391
	Iteration 102Q: 3 clusters Score -4078327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -4078328.750000 Penalty: 5180.025391
	Iteration 103Q: 3 clusters Score -4078329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -4078322.250000 Penalty: 5180.025391
	Iteration 104Q: 3 clusters Score -4078322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -4078323.250000 Penalty: 5180.025391
	Iteration 105Q: 3 clusters Score -4078323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -4078323.250000 Penalty: 5180.025391
	Iteration 106F: 3 clusters Score -4078323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (174423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174423 members 
Entering Unmasked Estep 
Score: -20852440.000000 Penalty: 2993.171143
	Iteration 0F: 2 clusters Score -2.085244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86958 members 
Mstep: Class 2 contains 87465 members 
Entering Unmasked Estep 
Score: -20742228.000000 Penalty: 5986.342285
	Iteration 0F: 3 clusters Score -2.074223e+07 nChanged 83554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 92365 members 
Entering Unmasked Estep 
Score: -20791618.000000 Penalty: 5986.342285
	Iteration 1F: 3 clusters Score -2.079162e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79211 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -20793172.000000 Penalty: 5986.342285
	Iteration 2Q: 3 clusters Score -2.079317e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 99562 members 
Entering Unmasked Estep 
Score: -20795496.000000 Penalty: 5986.342285
	Iteration 3Q: 3 clusters Score -2.07955e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -20799148.000000 Penalty: 5986.342285
	Iteration 4Q: 3 clusters Score -2.079915e+07 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 115100 members 
Entering Unmasked Estep 
Score: -20804896.000000 Penalty: 5986.342285
	Iteration 5F: 3 clusters Score -2.08049e+07 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 127135 members 
Entering Unmasked Estep 
Score: -20813696.000000 Penalty: 5986.342285
	Iteration 6F: 3 clusters Score -2.08137e+07 nChanged 14100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 141027 members 
Entering Unmasked Estep 
Score: -20825322.000000 Penalty: 5986.342285
	Iteration 7F: 3 clusters Score -2.082532e+07 nChanged 13637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 154624 members 
Entering Unmasked Estep 
Score: -20836534.000000 Penalty: 5986.342285
	Iteration 8F: 3 clusters Score -2.083653e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 164631 members 
Entering Unmasked Estep 
Score: -20844086.000000 Penalty: 5986.342285
	Iteration 9F: 3 clusters Score -2.084409e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 170147 members 
Entering Unmasked Estep 
Score: -20847602.000000 Penalty: 5986.342285
	Iteration 10Q: 3 clusters Score -2.08476e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 172497 members 
Entering Unmasked Estep 
Score: -20848918.000000 Penalty: 5986.342285
	Iteration 11Q: 3 clusters Score -2.084892e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 173354 members 
Entering Unmasked Estep 
Score: -20849352.000000 Penalty: 5986.342285
	Iteration 12Q: 3 clusters Score -2.084935e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 173724 members 
Entering Unmasked Estep 
Score: -20849612.000000 Penalty: 5986.342285
	Iteration 13Q: 3 clusters Score -2.084961e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173877 members 
Entering Unmasked Estep 
Score: -20849690.000000 Penalty: 5986.342285
	Iteration 14Q: 3 clusters Score -2.084969e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 173948 members 
Entering Unmasked Estep 
Score: -20849828.000000 Penalty: 5986.342285
	Iteration 15Q: 3 clusters Score -2.084983e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 173983 members 
Entering Unmasked Estep 
Score: -20849880.000000 Penalty: 5986.342285
	Iteration 16Q: 3 clusters Score -2.084988e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 174002 members 
Entering Unmasked Estep 
Score: -20849902.000000 Penalty: 5986.342285
	Iteration 17Q: 3 clusters Score -2.08499e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 174017 members 
Entering Unmasked Estep 
Score: -20849918.000000 Penalty: 5986.342285
	Iteration 18Q: 3 clusters Score -2.084992e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 174026 members 
Entering Unmasked Estep 
Score: -20849954.000000 Penalty: 5986.342285
	Iteration 19Q: 3 clusters Score -2.084995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 174035 members 
Entering Unmasked Estep 
Score: -20849964.000000 Penalty: 5986.342285
	Iteration 20F: 3 clusters Score -2.084996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 174046 members 
Entering Unmasked Estep 
Score: -20849964.000000 Penalty: 5986.342285
	Iteration 21Q: 3 clusters Score -2.084996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 174048 members 
Entering Unmasked Estep 
Score: -20849974.000000 Penalty: 5986.342285
	Iteration 22Q: 3 clusters Score -2.084997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 174054 members 
Entering Unmasked Estep 
Score: -20849996.000000 Penalty: 5986.342285
	Iteration 23Q: 3 clusters Score -2.085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 174053 members 
Entering Unmasked Estep 
Score: -20849988.000000 Penalty: 5986.342285
	Iteration 24Q: 3 clusters Score -2.084999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 174052 members 
Entering Unmasked Estep 
Score: -20849992.000000 Penalty: 5986.342285
	Iteration 25Q: 3 clusters Score -2.084999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 174053 members 
Entering Unmasked Estep 
Score: -20849984.000000 Penalty: 5986.342285
	Iteration 26Q: 3 clusters Score -2.084998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 174056 members 
Entering Unmasked Estep 
Score: -20849984.000000 Penalty: 5986.342285
	Iteration 27Q: 3 clusters Score -2.084998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 174057 members 
Entering Unmasked Estep 
Score: -20849982.000000 Penalty: 5986.342285
	Iteration 28Q: 3 clusters Score -2.084998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 174056 members 
Entering Unmasked Estep 
Score: -20850010.000000 Penalty: 5986.342285
	Iteration 29Q: 3 clusters Score -2.085001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 174055 members 
Entering Unmasked Estep 
Score: -20850002.000000 Penalty: 5986.342285
	Iteration 30Q: 3 clusters Score -2.085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 174055 members 
Entering Unmasked Estep 
Score: -20850016.000000 Penalty: 5986.342285
	Iteration 31Q: 3 clusters Score -2.085002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 174052 members 
Entering Unmasked Estep 
Score: -20850020.000000 Penalty: 5986.342285
	Iteration 32Q: 3 clusters Score -2.085002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 174052 members 
Entering Unmasked Estep 
Score: -20850030.000000 Penalty: 5986.342285
	Iteration 33Q: 3 clusters Score -2.085003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 174052 members 
Entering Unmasked Estep 
Score: -20850032.000000 Penalty: 5986.342285
	Iteration 34Q: 3 clusters Score -2.085003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 174055 members 
Entering Unmasked Estep 
Score: -20850034.000000 Penalty: 5986.342285
	Iteration 35Q: 3 clusters Score -2.085003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 174056 members 
Entering Unmasked Estep 
Score: -20850036.000000 Penalty: 5986.342285
	Iteration 36Q: 3 clusters Score -2.085004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 174055 members 
Entering Unmasked Estep 
Score: -20850030.000000 Penalty: 5986.342285
	Iteration 37Q: 3 clusters Score -2.085003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 174054 members 
Entering Unmasked Estep 
Score: -20850030.000000 Penalty: 5986.342285
	Iteration 38Q: 3 clusters Score -2.085003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 174055 members 
Entering Unmasked Estep 
Score: -20850030.000000 Penalty: 5986.342285
	Iteration 39Q: 3 clusters Score -2.085003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 174055 members 
Entering Unmasked Estep 
Score: -20850030.000000 Penalty: 5986.342285
	Iteration 40F: 3 clusters Score -2.085003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Entering Unmasked Estep 
Score: -7163754.000000 Penalty: 2729.955078
	Iteration 0F: 2 clusters Score -7163754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -7123408.500000 Penalty: 5459.910156
	Iteration 0F: 3 clusters Score -7123408 nChanged 27964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -7138913.500000 Penalty: 5459.910156
	Iteration 1F: 3 clusters Score -7138914 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -7139614.000000 Penalty: 5459.910156
	Iteration 2Q: 3 clusters Score -7139614 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -7140338.000000 Penalty: 5459.910156
	Iteration 3Q: 3 clusters Score -7140338 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -7141232.500000 Penalty: 5459.910156
	Iteration 4Q: 3 clusters Score -7141232 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -7142321.000000 Penalty: 5459.910156
	Iteration 5Q: 3 clusters Score -7142321 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -7143830.500000 Penalty: 5459.910156
	Iteration 6F: 3 clusters Score -7143830 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -7145734.500000 Penalty: 5459.910156
	Iteration 7F: 3 clusters Score -7145734 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -7147942.000000 Penalty: 5459.910156
	Iteration 8F: 3 clusters Score -7147942 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -7150425.500000 Penalty: 5459.910156
	Iteration 9F: 3 clusters Score -7150426 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -7153051.500000 Penalty: 5459.910156
	Iteration 10F: 3 clusters Score -7153052 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -7155788.500000 Penalty: 5459.910156
	Iteration 11F: 3 clusters Score -7155788 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -7158201.000000 Penalty: 5459.910156
	Iteration 12Q: 3 clusters Score -7158201 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -7159874.000000 Penalty: 5459.910156
	Iteration 13Q: 3 clusters Score -7159874 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -7160952.500000 Penalty: 5459.910156
	Iteration 14Q: 3 clusters Score -7160952 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 50043 members 
Entering Unmasked Estep 
Score: -7161687.000000 Penalty: 5459.910156
	Iteration 15Q: 3 clusters Score -7161687 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -7162173.500000 Penalty: 5459.910156
	Iteration 16Q: 3 clusters Score -7162174 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -7162460.000000 Penalty: 5459.910156
	Iteration 17Q: 3 clusters Score -7162460 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -7162666.500000 Penalty: 5459.910156
	Iteration 18Q: 3 clusters Score -7162666 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -7162744.000000 Penalty: 5459.910156
	Iteration 19Q: 3 clusters Score -7162744 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -7162843.000000 Penalty: 5459.910156
	Iteration 20F: 3 clusters Score -7162843 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -7162872.000000 Penalty: 5459.910156
	Iteration 21Q: 3 clusters Score -7162872 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -7162872.500000 Penalty: 5459.910156
	Iteration 22Q: 3 clusters Score -7162872 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -7162895.000000 Penalty: 5459.910156
	Iteration 23Q: 3 clusters Score -7162895 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -7162916.000000 Penalty: 5459.910156
	Iteration 24Q: 3 clusters Score -7162916 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -7162923.500000 Penalty: 5459.910156
	Iteration 25Q: 3 clusters Score -7162924 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -7162943.500000 Penalty: 5459.910156
	Iteration 26Q: 3 clusters Score -7162944 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -7162960.500000 Penalty: 5459.910156
	Iteration 27Q: 3 clusters Score -7162960 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -7162971.000000 Penalty: 5459.910156
	Iteration 28Q: 3 clusters Score -7162971 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -7163004.500000 Penalty: 5459.910156
	Iteration 29Q: 3 clusters Score -7163004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -7163010.000000 Penalty: 5459.910156
	Iteration 30Q: 3 clusters Score -7163010 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -7163001.000000 Penalty: 5459.910156
	Iteration 31Q: 3 clusters Score -7163001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -7163006.500000 Penalty: 5459.910156
	Iteration 32Q: 3 clusters Score -7163006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -7163008.000000 Penalty: 5459.910156
	Iteration 33Q: 3 clusters Score -7163008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -7163023.500000 Penalty: 5459.910156
	Iteration 34Q: 3 clusters Score -7163024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -7163023.500000 Penalty: 5459.910156
	Iteration 35Q: 3 clusters Score -7163024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -7163026.500000 Penalty: 5459.910156
	Iteration 36Q: 3 clusters Score -7163026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -7163030.500000 Penalty: 5459.910156
	Iteration 37Q: 3 clusters Score -7163030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -7163034.000000 Penalty: 5459.910156
	Iteration 38Q: 3 clusters Score -7163034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -7163041.000000 Penalty: 5459.910156
	Iteration 39Q: 3 clusters Score -7163041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -7163044.000000 Penalty: 5459.910156
	Iteration 40F: 3 clusters Score -7163044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -7163044.500000 Penalty: 5459.910156
	Iteration 41Q: 3 clusters Score -7163044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -7163044.000000 Penalty: 5459.910156
	Iteration 42Q: 3 clusters Score -7163044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -7163048.000000 Penalty: 5459.910156
	Iteration 43Q: 3 clusters Score -7163048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -7163043.000000 Penalty: 5459.910156
	Iteration 44Q: 3 clusters Score -7163043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -7163049.000000 Penalty: 5459.910156
	Iteration 45Q: 3 clusters Score -7163049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -7163052.000000 Penalty: 5459.910156
	Iteration 46Q: 3 clusters Score -7163052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -7163043.000000 Penalty: 5459.910156
	Iteration 47Q: 3 clusters Score -7163043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -7163044.000000 Penalty: 5459.910156
	Iteration 48Q: 3 clusters Score -7163044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -7163052.000000 Penalty: 5459.910156
	Iteration 49Q: 3 clusters Score -7163052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -7163049.000000 Penalty: 5459.910156
	Iteration 50Q: 3 clusters Score -7163049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -7163049.000000 Penalty: 5459.910156
	Iteration 51F: 3 clusters Score -7163049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (198340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198340 members 
Entering Unmasked Estep 
Score: -23477114.000000 Penalty: 3025.039062
	Iteration 0F: 2 clusters Score -2.347711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98971 members 
Mstep: Class 2 contains 99369 members 
Entering Unmasked Estep 
Score: -23350406.000000 Penalty: 6050.078125
	Iteration 0F: 3 clusters Score -2.335041e+07 nChanged 95235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95960 members 
Mstep: Class 2 contains 102380 members 
Entering Unmasked Estep 
Score: -23405456.000000 Penalty: 6050.078125
	Iteration 1F: 3 clusters Score -2.340546e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 104264 members 
Entering Unmasked Estep 
Score: -23406434.000000 Penalty: 6050.078125
	Iteration 2Q: 3 clusters Score -2.340643e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 107254 members 
Entering Unmasked Estep 
Score: -23407670.000000 Penalty: 6050.078125
	Iteration 3Q: 3 clusters Score -2.340767e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 111901 members 
Entering Unmasked Estep 
Score: -23409316.000000 Penalty: 6050.078125
	Iteration 4Q: 3 clusters Score -2.340932e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 119226 members 
Entering Unmasked Estep 
Score: -23412814.000000 Penalty: 6050.078125
	Iteration 5Q: 3 clusters Score -2.341281e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 130154 members 
Entering Unmasked Estep 
Score: -23418730.000000 Penalty: 6050.078125
	Iteration 6F: 3 clusters Score -2.341873e+07 nChanged 15164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 145264 members 
Entering Unmasked Estep 
Score: -23429824.000000 Penalty: 6050.078125
	Iteration 7F: 3 clusters Score -2.342982e+07 nChanged 18279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 163541 members 
Entering Unmasked Estep 
Score: -23445084.000000 Penalty: 6050.078125
	Iteration 8F: 3 clusters Score -2.344508e+07 nChanged 17183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 180724 members 
Entering Unmasked Estep 
Score: -23460214.000000 Penalty: 6050.078125
	Iteration 9F: 3 clusters Score -2.346021e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 191617 members 
Entering Unmasked Estep 
Score: -23469376.000000 Penalty: 6050.078125
	Iteration 10F: 3 clusters Score -2.346938e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 196078 members 
Entering Unmasked Estep 
Score: -23472980.000000 Penalty: 6050.078125
	Iteration 11Q: 3 clusters Score -2.347298e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 197371 members 
Entering Unmasked Estep 
Score: -23474000.000000 Penalty: 6050.078125
	Iteration 12Q: 3 clusters Score -2.3474e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 197714 members 
Entering Unmasked Estep 
Score: -23474300.000000 Penalty: 6050.078125
	Iteration 13Q: 3 clusters Score -2.34743e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 197831 members 
Entering Unmasked Estep 
Score: -23474506.000000 Penalty: 6050.078125
	Iteration 14Q: 3 clusters Score -2.347451e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 197867 members 
Entering Unmasked Estep 
Score: -23474542.000000 Penalty: 6050.078125
	Iteration 15Q: 3 clusters Score -2.347454e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 197890 members 
Entering Unmasked Estep 
Score: -23474584.000000 Penalty: 6050.078125
	Iteration 16Q: 3 clusters Score -2.347458e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 197904 members 
Entering Unmasked Estep 
Score: -23474574.000000 Penalty: 6050.078125
	Iteration 17Q: 3 clusters Score -2.347457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 197905 members 
Entering Unmasked Estep 
Score: -23474588.000000 Penalty: 6050.078125
	Iteration 18Q: 3 clusters Score -2.347459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 197905 members 
Entering Unmasked Estep 
Score: -23474584.000000 Penalty: 6050.078125
	Iteration 19Q: 3 clusters Score -2.347458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 197900 members 
Entering Unmasked Estep 
Score: -23474588.000000 Penalty: 6050.078125
	Iteration 20F: 3 clusters Score -2.347459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 197898 members 
Entering Unmasked Estep 
Score: -23474574.000000 Penalty: 6050.078125
	Iteration 21Q: 3 clusters Score -2.347457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 197899 members 
Entering Unmasked Estep 
Score: -23474594.000000 Penalty: 6050.078125
	Iteration 22Q: 3 clusters Score -2.347459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 197902 members 
Entering Unmasked Estep 
Score: -23474618.000000 Penalty: 6050.078125
	Iteration 23Q: 3 clusters Score -2.347462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 197903 members 
Entering Unmasked Estep 
Score: -23474610.000000 Penalty: 6050.078125
	Iteration 24Q: 3 clusters Score -2.347461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 197908 members 
Entering Unmasked Estep 
Score: -23474628.000000 Penalty: 6050.078125
	Iteration 25Q: 3 clusters Score -2.347463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 197908 members 
Entering Unmasked Estep 
Score: -23474630.000000 Penalty: 6050.078125
	Iteration 26Q: 3 clusters Score -2.347463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 197908 members 
Entering Unmasked Estep 
Score: -23474632.000000 Penalty: 6050.078125
	Iteration 27Q: 3 clusters Score -2.347463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 197909 members 
Entering Unmasked Estep 
Score: -23474626.000000 Penalty: 6050.078125
	Iteration 28Q: 3 clusters Score -2.347463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 197908 members 
Entering Unmasked Estep 
Score: -23474628.000000 Penalty: 6050.078125
	Iteration 29Q: 3 clusters Score -2.347463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 197908 members 
Entering Unmasked Estep 
Score: -23474628.000000 Penalty: 6050.078125
	Iteration 30F: 3 clusters Score -2.347463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Entering Unmasked Estep 
Score: -380096.031250 Penalty: 2018.001587
	Iteration 0F: 2 clusters Score -380096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -376591.343750 Penalty: 4036.003174
	Iteration 0F: 3 clusters Score -376591.3 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -377407.531250 Penalty: 4036.003174
	Iteration 1F: 3 clusters Score -377407.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -377688.281250 Penalty: 4036.003174
	Iteration 2F: 3 clusters Score -377688.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -377858.781250 Penalty: 4036.003174
	Iteration 3F: 3 clusters Score -377858.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -377994.406250 Penalty: 4036.003174
	Iteration 4Q: 3 clusters Score -377994.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -378126.062500 Penalty: 4036.003174
	Iteration 5Q: 3 clusters Score -378126.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -378272.343750 Penalty: 4036.003174
	Iteration 6Q: 3 clusters Score -378272.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -378369.937500 Penalty: 4036.003174
	Iteration 7Q: 3 clusters Score -378369.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -378433.562500 Penalty: 4036.003174
	Iteration 8Q: 3 clusters Score -378433.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -378490.593750 Penalty: 4036.003174
	Iteration 9Q: 3 clusters Score -378490.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -378537.031250 Penalty: 4036.003174
	Iteration 10Q: 3 clusters Score -378537 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -378570.593750 Penalty: 4036.003174
	Iteration 11Q: 3 clusters Score -378570.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -378605.968750 Penalty: 4036.003174
	Iteration 12Q: 3 clusters Score -378606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -378629.437500 Penalty: 4036.003174
	Iteration 13Q: 3 clusters Score -378629.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -378653.562500 Penalty: 4036.003174
	Iteration 14Q: 3 clusters Score -378653.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -378687.187500 Penalty: 4036.003174
	Iteration 15Q: 3 clusters Score -378687.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -378716.218750 Penalty: 4036.003174
	Iteration 16Q: 3 clusters Score -378716.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -378735.343750 Penalty: 4036.003174
	Iteration 17Q: 3 clusters Score -378735.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -378751.656250 Penalty: 4036.003174
	Iteration 18Q: 3 clusters Score -378751.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -378761.875000 Penalty: 4036.003174
	Iteration 19Q: 3 clusters Score -378761.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -378768.875000 Penalty: 4036.003174
	Iteration 20F: 3 clusters Score -378768.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -378777.812500 Penalty: 4036.003174
	Iteration 21Q: 3 clusters Score -378777.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -378786.843750 Penalty: 4036.003174
	Iteration 22Q: 3 clusters Score -378786.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -378792.375000 Penalty: 4036.003174
	Iteration 23Q: 3 clusters Score -378792.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -378797.687500 Penalty: 4036.003174
	Iteration 24Q: 3 clusters Score -378797.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -378802.437500 Penalty: 4036.003174
	Iteration 25Q: 3 clusters Score -378802.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -378803.000000 Penalty: 4036.003174
	Iteration 26Q: 3 clusters Score -378803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -378803.812500 Penalty: 4036.003174
	Iteration 27Q: 3 clusters Score -378803.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -378805.156250 Penalty: 4036.003174
	Iteration 28Q: 3 clusters Score -378805.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -378808.093750 Penalty: 4036.003174
	Iteration 29Q: 3 clusters Score -378808.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -378810.687500 Penalty: 4036.003174
	Iteration 30Q: 3 clusters Score -378810.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -378812.875000 Penalty: 4036.003174
	Iteration 31Q: 3 clusters Score -378812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -378814.718750 Penalty: 4036.003174
	Iteration 32Q: 3 clusters Score -378814.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -378816.875000 Penalty: 4036.003174
	Iteration 33Q: 3 clusters Score -378816.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -378816.875000 Penalty: 4036.003174
	Iteration 34F: 3 clusters Score -378816.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -549279.687500 Penalty: 2112.709961
	Iteration 0F: 2 clusters Score -549279.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -544775.062500 Penalty: 4225.419922
	Iteration 0F: 3 clusters Score -544775.1 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -546027.062500 Penalty: 4225.419922
	Iteration 1F: 3 clusters Score -546027.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -546448.687500 Penalty: 4225.419922
	Iteration 2F: 3 clusters Score -546448.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -546730.625000 Penalty: 4225.419922
	Iteration 3F: 3 clusters Score -546730.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -546979.687500 Penalty: 4225.419922
	Iteration 4F: 3 clusters Score -546979.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -547196.562500 Penalty: 4225.419922
	Iteration 5Q: 3 clusters Score -547196.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -547395.687500 Penalty: 4225.419922
	Iteration 6Q: 3 clusters Score -547395.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -547582.000000 Penalty: 4225.419922
	Iteration 7Q: 3 clusters Score -547582 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -547706.437500 Penalty: 4225.419922
	Iteration 8Q: 3 clusters Score -547706.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -547795.125000 Penalty: 4225.419922
	Iteration 9Q: 3 clusters Score -547795.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -547862.125000 Penalty: 4225.419922
	Iteration 10Q: 3 clusters Score -547862.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -547923.375000 Penalty: 4225.419922
	Iteration 11Q: 3 clusters Score -547923.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -547987.062500 Penalty: 4225.419922
	Iteration 12Q: 3 clusters Score -547987.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -548020.875000 Penalty: 4225.419922
	Iteration 13Q: 3 clusters Score -548020.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -548046.625000 Penalty: 4225.419922
	Iteration 14Q: 3 clusters Score -548046.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -548072.187500 Penalty: 4225.419922
	Iteration 15Q: 3 clusters Score -548072.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -548098.875000 Penalty: 4225.419922
	Iteration 16Q: 3 clusters Score -548098.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -548121.312500 Penalty: 4225.419922
	Iteration 17Q: 3 clusters Score -548121.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -548138.562500 Penalty: 4225.419922
	Iteration 18Q: 3 clusters Score -548138.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -548151.562500 Penalty: 4225.419922
	Iteration 19Q: 3 clusters Score -548151.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -548163.562500 Penalty: 4225.419922
	Iteration 20F: 3 clusters Score -548163.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -548173.250000 Penalty: 4225.419922
	Iteration 21Q: 3 clusters Score -548173.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -548183.625000 Penalty: 4225.419922
	Iteration 22Q: 3 clusters Score -548183.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -548192.187500 Penalty: 4225.419922
	Iteration 23Q: 3 clusters Score -548192.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -548198.875000 Penalty: 4225.419922
	Iteration 24Q: 3 clusters Score -548198.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -548204.375000 Penalty: 4225.419922
	Iteration 25Q: 3 clusters Score -548204.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -548209.562500 Penalty: 4225.419922
	Iteration 26Q: 3 clusters Score -548209.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -548215.562500 Penalty: 4225.419922
	Iteration 27Q: 3 clusters Score -548215.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -548222.000000 Penalty: 4225.419922
	Iteration 28Q: 3 clusters Score -548222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -548226.000000 Penalty: 4225.419922
	Iteration 29Q: 3 clusters Score -548226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -548228.937500 Penalty: 4225.419922
	Iteration 30Q: 3 clusters Score -548228.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -548230.750000 Penalty: 4225.419922
	Iteration 31Q: 3 clusters Score -548230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -548233.937500 Penalty: 4225.419922
	Iteration 32Q: 3 clusters Score -548233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -548235.500000 Penalty: 4225.419922
	Iteration 33Q: 3 clusters Score -548235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -548237.312500 Penalty: 4225.419922
	Iteration 34Q: 3 clusters Score -548237.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -548238.125000 Penalty: 4225.419922
	Iteration 35Q: 3 clusters Score -548238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -548238.125000 Penalty: 4225.419922
	Iteration 36F: 3 clusters Score -548238.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (151647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151647 members 
Entering Unmasked Estep 
Score: -18188404.000000 Penalty: 2958.468994
	Iteration 0F: 2 clusters Score -1.81884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -18087506.000000 Penalty: 5916.937988
	Iteration 0F: 3 clusters Score -1.808751e+07 nChanged 72398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 70692 members 
Entering Unmasked Estep 
Score: -18129848.000000 Penalty: 5916.937988
	Iteration 1F: 3 clusters Score -1.812985e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 67675 members 
Entering Unmasked Estep 
Score: -18131168.000000 Penalty: 5916.937988
	Iteration 2Q: 3 clusters Score -1.813117e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88609 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -18133212.000000 Penalty: 5916.937988
	Iteration 3Q: 3 clusters Score -1.813321e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95575 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -18136902.000000 Penalty: 5916.937988
	Iteration 4Q: 3 clusters Score -1.81369e+07 nChanged 10177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105486 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -18143496.000000 Penalty: 5916.937988
	Iteration 5F: 3 clusters Score -1.81435e+07 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118275 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -18154256.000000 Penalty: 5916.937988
	Iteration 6F: 3 clusters Score -1.815426e+07 nChanged 13644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131821 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -18167452.000000 Penalty: 5916.937988
	Iteration 7F: 3 clusters Score -1.816745e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142466 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -18178354.000000 Penalty: 5916.937988
	Iteration 8F: 3 clusters Score -1.817835e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148120 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -18183456.000000 Penalty: 5916.937988
	Iteration 9Q: 3 clusters Score -1.818346e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150292 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -18185204.000000 Penalty: 5916.937988
	Iteration 10Q: 3 clusters Score -1.81852e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150929 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -18185648.000000 Penalty: 5916.937988
	Iteration 11Q: 3 clusters Score -1.818565e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151132 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -18185766.000000 Penalty: 5916.937988
	Iteration 12Q: 3 clusters Score -1.818577e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151218 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -18185852.000000 Penalty: 5916.937988
	Iteration 13Q: 3 clusters Score -1.818585e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151254 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -18185904.000000 Penalty: 5916.937988
	Iteration 14Q: 3 clusters Score -1.81859e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151275 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18185954.000000 Penalty: 5916.937988
	Iteration 15Q: 3 clusters Score -1.818595e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151289 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -18185982.000000 Penalty: 5916.937988
	Iteration 16Q: 3 clusters Score -1.818598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151300 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -18185996.000000 Penalty: 5916.937988
	Iteration 17Q: 3 clusters Score -1.8186e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151303 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -18186000.000000 Penalty: 5916.937988
	Iteration 18Q: 3 clusters Score -1.8186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151310 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -18185992.000000 Penalty: 5916.937988
	Iteration 19Q: 3 clusters Score -1.818599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151316 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -18186008.000000 Penalty: 5916.937988
	Iteration 20F: 3 clusters Score -1.818601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151316 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -18186026.000000 Penalty: 5916.937988
	Iteration 21Q: 3 clusters Score -1.818603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151314 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18186032.000000 Penalty: 5916.937988
	Iteration 22Q: 3 clusters Score -1.818603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151314 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18186034.000000 Penalty: 5916.937988
	Iteration 23Q: 3 clusters Score -1.818603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151314 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18186038.000000 Penalty: 5916.937988
	Iteration 24Q: 3 clusters Score -1.818604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151313 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18186044.000000 Penalty: 5916.937988
	Iteration 25Q: 3 clusters Score -1.818604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151313 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18186044.000000 Penalty: 5916.937988
	Iteration 26F: 3 clusters Score -1.818604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Entering Unmasked Estep 
Score: -986823.750000 Penalty: 2263.243164
	Iteration 0F: 2 clusters Score -986823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -979649.000000 Penalty: 4526.486328
	Iteration 0F: 3 clusters Score -979649 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -981928.500000 Penalty: 4526.486328
	Iteration 1F: 3 clusters Score -981928.5 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -982495.750000 Penalty: 4526.486328
	Iteration 2F: 3 clusters Score -982495.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -982925.312500 Penalty: 4526.486328
	Iteration 3F: 3 clusters Score -982925.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -983310.125000 Penalty: 4526.486328
	Iteration 4F: 3 clusters Score -983310.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -983624.500000 Penalty: 4526.486328
	Iteration 5F: 3 clusters Score -983624.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -983935.437500 Penalty: 4526.486328
	Iteration 6Q: 3 clusters Score -983935.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -984260.875000 Penalty: 4526.486328
	Iteration 7Q: 3 clusters Score -984260.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -984590.875000 Penalty: 4526.486328
	Iteration 8Q: 3 clusters Score -984590.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -984930.500000 Penalty: 4526.486328
	Iteration 9Q: 3 clusters Score -984930.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -985219.937500 Penalty: 4526.486328
	Iteration 10Q: 3 clusters Score -985219.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -985449.750000 Penalty: 4526.486328
	Iteration 11Q: 3 clusters Score -985449.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -985603.312500 Penalty: 4526.486328
	Iteration 12Q: 3 clusters Score -985603.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -985699.500000 Penalty: 4526.486328
	Iteration 13Q: 3 clusters Score -985699.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -985755.250000 Penalty: 4526.486328
	Iteration 14Q: 3 clusters Score -985755.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -985791.625000 Penalty: 4526.486328
	Iteration 15Q: 3 clusters Score -985791.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -985811.500000 Penalty: 4526.486328
	Iteration 16Q: 3 clusters Score -985811.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -985825.687500 Penalty: 4526.486328
	Iteration 17Q: 3 clusters Score -985825.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -985831.500000 Penalty: 4526.486328
	Iteration 18Q: 3 clusters Score -985831.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -985839.437500 Penalty: 4526.486328
	Iteration 19Q: 3 clusters Score -985839.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -985845.437500 Penalty: 4526.486328
	Iteration 20F: 3 clusters Score -985845.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -985849.875000 Penalty: 4526.486328
	Iteration 21Q: 3 clusters Score -985849.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -985855.562500 Penalty: 4526.486328
	Iteration 22Q: 3 clusters Score -985855.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -985863.312500 Penalty: 4526.486328
	Iteration 23Q: 3 clusters Score -985863.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -985866.875000 Penalty: 4526.486328
	Iteration 24Q: 3 clusters Score -985866.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -985869.875000 Penalty: 4526.486328
	Iteration 25Q: 3 clusters Score -985869.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -985874.562500 Penalty: 4526.486328
	Iteration 26Q: 3 clusters Score -985874.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -985874.625000 Penalty: 4526.486328
	Iteration 27Q: 3 clusters Score -985874.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -985876.687500 Penalty: 4526.486328
	Iteration 28Q: 3 clusters Score -985876.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -985878.437500 Penalty: 4526.486328
	Iteration 29Q: 3 clusters Score -985878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -985881.062500 Penalty: 4526.486328
	Iteration 30Q: 3 clusters Score -985881.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -985882.125000 Penalty: 4526.486328
	Iteration 31Q: 3 clusters Score -985882.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -985885.312500 Penalty: 4526.486328
	Iteration 32Q: 3 clusters Score -985885.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -985887.312500 Penalty: 4526.486328
	Iteration 33Q: 3 clusters Score -985887.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -985885.812500 Penalty: 4526.486328
	Iteration 34Q: 3 clusters Score -985885.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -985887.125000 Penalty: 4526.486328
	Iteration 35Q: 3 clusters Score -985887.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -985888.437500 Penalty: 4526.486328
	Iteration 36Q: 3 clusters Score -985888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -985888.437500 Penalty: 4526.486328
	Iteration 37F: 3 clusters Score -985888.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Entering Unmasked Estep 
Score: -499520.906250 Penalty: 2073.703857
	Iteration 0F: 2 clusters Score -499520.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -495454.500000 Penalty: 4147.407715
	Iteration 0F: 3 clusters Score -495454.5 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -496354.437500 Penalty: 4147.407715
	Iteration 1F: 3 clusters Score -496354.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -496537.812500 Penalty: 4147.407715
	Iteration 2F: 3 clusters Score -496537.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -496647.875000 Penalty: 4147.407715
	Iteration 3Q: 3 clusters Score -496647.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -496722.406250 Penalty: 4147.407715
	Iteration 4Q: 3 clusters Score -496722.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -496777.812500 Penalty: 4147.407715
	Iteration 5Q: 3 clusters Score -496777.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -496827.781250 Penalty: 4147.407715
	Iteration 6Q: 3 clusters Score -496827.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -496861.062500 Penalty: 4147.407715
	Iteration 7Q: 3 clusters Score -496861.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -496882.406250 Penalty: 4147.407715
	Iteration 8Q: 3 clusters Score -496882.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -496902.843750 Penalty: 4147.407715
	Iteration 9Q: 3 clusters Score -496902.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -496927.750000 Penalty: 4147.407715
	Iteration 10Q: 3 clusters Score -496927.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -496945.406250 Penalty: 4147.407715
	Iteration 11Q: 3 clusters Score -496945.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -496961.781250 Penalty: 4147.407715
	Iteration 12Q: 3 clusters Score -496961.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -496980.656250 Penalty: 4147.407715
	Iteration 13Q: 3 clusters Score -496980.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -497003.062500 Penalty: 4147.407715
	Iteration 14Q: 3 clusters Score -497003.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -497023.500000 Penalty: 4147.407715
	Iteration 15Q: 3 clusters Score -497023.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -497045.843750 Penalty: 4147.407715
	Iteration 16Q: 3 clusters Score -497045.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -497068.406250 Penalty: 4147.407715
	Iteration 17Q: 3 clusters Score -497068.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -497090.125000 Penalty: 4147.407715
	Iteration 18Q: 3 clusters Score -497090.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -497118.468750 Penalty: 4147.407715
	Iteration 19Q: 3 clusters Score -497118.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -497153.656250 Penalty: 4147.407715
	Iteration 20F: 3 clusters Score -497153.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -497191.656250 Penalty: 4147.407715
	Iteration 21Q: 3 clusters Score -497191.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -497233.906250 Penalty: 4147.407715
	Iteration 22Q: 3 clusters Score -497233.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -497269.562500 Penalty: 4147.407715
	Iteration 23Q: 3 clusters Score -497269.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -497302.906250 Penalty: 4147.407715
	Iteration 24Q: 3 clusters Score -497302.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -497332.343750 Penalty: 4147.407715
	Iteration 25Q: 3 clusters Score -497332.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -497358.937500 Penalty: 4147.407715
	Iteration 26Q: 3 clusters Score -497358.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -497384.093750 Penalty: 4147.407715
	Iteration 27Q: 3 clusters Score -497384.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -497409.375000 Penalty: 4147.407715
	Iteration 28Q: 3 clusters Score -497409.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -497432.687500 Penalty: 4147.407715
	Iteration 29Q: 3 clusters Score -497432.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -497461.093750 Penalty: 4147.407715
	Iteration 30Q: 3 clusters Score -497461.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -497495.437500 Penalty: 4147.407715
	Iteration 31Q: 3 clusters Score -497495.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -497521.125000 Penalty: 4147.407715
	Iteration 32Q: 3 clusters Score -497521.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -497540.187500 Penalty: 4147.407715
	Iteration 33Q: 3 clusters Score -497540.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -497564.656250 Penalty: 4147.407715
	Iteration 34Q: 3 clusters Score -497564.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -497595.187500 Penalty: 4147.407715
	Iteration 35Q: 3 clusters Score -497595.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -497629.125000 Penalty: 4147.407715
	Iteration 36Q: 3 clusters Score -497629.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -497656.281250 Penalty: 4147.407715
	Iteration 37Q: 3 clusters Score -497656.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -497680.625000 Penalty: 4147.407715
	Iteration 38Q: 3 clusters Score -497680.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -497707.656250 Penalty: 4147.407715
	Iteration 39Q: 3 clusters Score -497707.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -497726.750000 Penalty: 4147.407715
	Iteration 40F: 3 clusters Score -497726.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -497748.562500 Penalty: 4147.407715
	Iteration 41Q: 3 clusters Score -497748.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -497769.625000 Penalty: 4147.407715
	Iteration 42Q: 3 clusters Score -497769.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -497790.156250 Penalty: 4147.407715
	Iteration 43Q: 3 clusters Score -497790.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -497807.312500 Penalty: 4147.407715
	Iteration 44Q: 3 clusters Score -497807.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -497827.375000 Penalty: 4147.407715
	Iteration 45Q: 3 clusters Score -497827.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -497849.468750 Penalty: 4147.407715
	Iteration 46Q: 3 clusters Score -497849.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -497866.343750 Penalty: 4147.407715
	Iteration 47Q: 3 clusters Score -497866.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -497874.437500 Penalty: 4147.407715
	Iteration 48Q: 3 clusters Score -497874.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -497882.687500 Penalty: 4147.407715
	Iteration 49Q: 3 clusters Score -497882.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -497888.000000 Penalty: 4147.407715
	Iteration 50Q: 3 clusters Score -497888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -497895.687500 Penalty: 4147.407715
	Iteration 51Q: 3 clusters Score -497895.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -497901.750000 Penalty: 4147.407715
	Iteration 52Q: 3 clusters Score -497901.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -497910.031250 Penalty: 4147.407715
	Iteration 53Q: 3 clusters Score -497910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -497918.906250 Penalty: 4147.407715
	Iteration 54Q: 3 clusters Score -497918.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -497925.562500 Penalty: 4147.407715
	Iteration 55Q: 3 clusters Score -497925.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -497936.125000 Penalty: 4147.407715
	Iteration 56Q: 3 clusters Score -497936.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -497945.843750 Penalty: 4147.407715
	Iteration 57Q: 3 clusters Score -497945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -497947.937500 Penalty: 4147.407715
	Iteration 58Q: 3 clusters Score -497947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -497952.593750 Penalty: 4147.407715
	Iteration 59Q: 3 clusters Score -497952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -497956.375000 Penalty: 4147.407715
	Iteration 60F: 3 clusters Score -497956.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -497958.500000 Penalty: 4147.407715
	Iteration 61Q: 3 clusters Score -497958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -497959.562500 Penalty: 4147.407715
	Iteration 62Q: 3 clusters Score -497959.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -497959.562500 Penalty: 4147.407715
	Iteration 63F: 3 clusters Score -497959.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (157848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157848 members 
Entering Unmasked Estep 
Score: -18813728.000000 Penalty: 2968.408203
	Iteration 0F: 2 clusters Score -1.881373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -18709014.000000 Penalty: 5936.816406
	Iteration 0F: 3 clusters Score -1.870901e+07 nChanged 75448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -18752326.000000 Penalty: 5936.816406
	Iteration 1F: 3 clusters Score -1.875233e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -18753048.000000 Penalty: 5936.816406
	Iteration 2Q: 3 clusters Score -1.875305e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83056 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -18753856.000000 Penalty: 5936.816406
	Iteration 3Q: 3 clusters Score -1.875386e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85820 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -18754990.000000 Penalty: 5936.816406
	Iteration 4Q: 3 clusters Score -1.875499e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -18757040.000000 Penalty: 5936.816406
	Iteration 5Q: 3 clusters Score -1.875704e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -18760302.000000 Penalty: 5936.816406
	Iteration 6Q: 3 clusters Score -1.87603e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104636 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -18765512.000000 Penalty: 5936.816406
	Iteration 7F: 3 clusters Score -1.876551e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115675 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -18773970.000000 Penalty: 5936.816406
	Iteration 8F: 3 clusters Score -1.877397e+07 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128082 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -18784900.000000 Penalty: 5936.816406
	Iteration 9F: 3 clusters Score -1.87849e+07 nChanged 11365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139331 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -18795236.000000 Penalty: 5936.816406
	Iteration 10F: 3 clusters Score -1.879524e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147541 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -18803096.000000 Penalty: 5936.816406
	Iteration 11F: 3 clusters Score -1.88031e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152662 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -18807756.000000 Penalty: 5936.816406
	Iteration 12Q: 3 clusters Score -1.880776e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155225 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -18809816.000000 Penalty: 5936.816406
	Iteration 13Q: 3 clusters Score -1.880982e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156354 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -18810576.000000 Penalty: 5936.816406
	Iteration 14Q: 3 clusters Score -1.881058e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156838 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -18810950.000000 Penalty: 5936.816406
	Iteration 15Q: 3 clusters Score -1.881095e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157046 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -18811056.000000 Penalty: 5936.816406
	Iteration 16Q: 3 clusters Score -1.881106e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157146 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -18811150.000000 Penalty: 5936.816406
	Iteration 17Q: 3 clusters Score -1.881115e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157188 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -18811164.000000 Penalty: 5936.816406
	Iteration 18Q: 3 clusters Score -1.881116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157216 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -18811204.000000 Penalty: 5936.816406
	Iteration 19Q: 3 clusters Score -1.88112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157233 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -18811216.000000 Penalty: 5936.816406
	Iteration 20F: 3 clusters Score -1.881122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157247 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -18811244.000000 Penalty: 5936.816406
	Iteration 21Q: 3 clusters Score -1.881124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157256 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -18811252.000000 Penalty: 5936.816406
	Iteration 22Q: 3 clusters Score -1.881125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157264 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -18811230.000000 Penalty: 5936.816406
	Iteration 23Q: 3 clusters Score -1.881123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157272 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -18811250.000000 Penalty: 5936.816406
	Iteration 24Q: 3 clusters Score -1.881125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157281 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -18811260.000000 Penalty: 5936.816406
	Iteration 25Q: 3 clusters Score -1.881126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157286 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -18811274.000000 Penalty: 5936.816406
	Iteration 26Q: 3 clusters Score -1.881127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157288 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -18811286.000000 Penalty: 5936.816406
	Iteration 27Q: 3 clusters Score -1.881129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157296 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -18811260.000000 Penalty: 5936.816406
	Iteration 28Q: 3 clusters Score -1.881126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157298 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -18811276.000000 Penalty: 5936.816406
	Iteration 29Q: 3 clusters Score -1.881128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157305 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -18811276.000000 Penalty: 5936.816406
	Iteration 30Q: 3 clusters Score -1.881128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157313 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -18811288.000000 Penalty: 5936.816406
	Iteration 31Q: 3 clusters Score -1.881129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157320 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -18811308.000000 Penalty: 5936.816406
	Iteration 32Q: 3 clusters Score -1.881131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157324 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -18811302.000000 Penalty: 5936.816406
	Iteration 33Q: 3 clusters Score -1.88113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157324 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -18811302.000000 Penalty: 5936.816406
	Iteration 34Q: 3 clusters Score -1.88113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157324 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -18811302.000000 Penalty: 5936.816406
	Iteration 35F: 3 clusters Score -1.88113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Entering Unmasked Estep 
Score: -2386908.750000 Penalty: 2460.684082
	Iteration 0F: 2 clusters Score -2386909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2372529.750000 Penalty: 4921.368164
	Iteration 0F: 3 clusters Score -2372530 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2377361.500000 Penalty: 4921.368164
	Iteration 1F: 3 clusters Score -2377362 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2377785.000000 Penalty: 4921.368164
	Iteration 2F: 3 clusters Score -2377785 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2378133.750000 Penalty: 4921.368164
	Iteration 3Q: 3 clusters Score -2378134 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2378470.750000 Penalty: 4921.368164
	Iteration 4Q: 3 clusters Score -2378471 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2378840.250000 Penalty: 4921.368164
	Iteration 5Q: 3 clusters Score -2378840 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2379271.000000 Penalty: 4921.368164
	Iteration 6Q: 3 clusters Score -2379271 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2379810.750000 Penalty: 4921.368164
	Iteration 7Q: 3 clusters Score -2379811 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2380486.500000 Penalty: 4921.368164
	Iteration 8F: 3 clusters Score -2380486 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2381274.750000 Penalty: 4921.368164
	Iteration 9F: 3 clusters Score -2381275 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2382148.000000 Penalty: 4921.368164
	Iteration 10F: 3 clusters Score -2382148 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2382952.250000 Penalty: 4921.368164
	Iteration 11F: 3 clusters Score -2382952 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2383541.250000 Penalty: 4921.368164
	Iteration 12Q: 3 clusters Score -2383541 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2384048.500000 Penalty: 4921.368164
	Iteration 13Q: 3 clusters Score -2384048 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2384420.500000 Penalty: 4921.368164
	Iteration 14Q: 3 clusters Score -2384420 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2384658.750000 Penalty: 4921.368164
	Iteration 15Q: 3 clusters Score -2384659 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2384804.250000 Penalty: 4921.368164
	Iteration 16Q: 3 clusters Score -2384804 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2384905.000000 Penalty: 4921.368164
	Iteration 17Q: 3 clusters Score -2384905 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2384959.000000 Penalty: 4921.368164
	Iteration 18Q: 3 clusters Score -2384959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2385009.500000 Penalty: 4921.368164
	Iteration 19Q: 3 clusters Score -2385010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2385035.500000 Penalty: 4921.368164
	Iteration 20F: 3 clusters Score -2385036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2385061.000000 Penalty: 4921.368164
	Iteration 21Q: 3 clusters Score -2385061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2385078.000000 Penalty: 4921.368164
	Iteration 22Q: 3 clusters Score -2385078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2385089.000000 Penalty: 4921.368164
	Iteration 23Q: 3 clusters Score -2385089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2385098.000000 Penalty: 4921.368164
	Iteration 24Q: 3 clusters Score -2385098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2385102.250000 Penalty: 4921.368164
	Iteration 25Q: 3 clusters Score -2385102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2385111.750000 Penalty: 4921.368164
	Iteration 26Q: 3 clusters Score -2385112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2385122.750000 Penalty: 4921.368164
	Iteration 27Q: 3 clusters Score -2385123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2385121.750000 Penalty: 4921.368164
	Iteration 28Q: 3 clusters Score -2385122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2385128.750000 Penalty: 4921.368164
	Iteration 29Q: 3 clusters Score -2385129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2385128.250000 Penalty: 4921.368164
	Iteration 30Q: 3 clusters Score -2385128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2385133.500000 Penalty: 4921.368164
	Iteration 31Q: 3 clusters Score -2385134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2385136.000000 Penalty: 4921.368164
	Iteration 32Q: 3 clusters Score -2385136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2385141.250000 Penalty: 4921.368164
	Iteration 33Q: 3 clusters Score -2385141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2385142.000000 Penalty: 4921.368164
	Iteration 34Q: 3 clusters Score -2385142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2385145.500000 Penalty: 4921.368164
	Iteration 35Q: 3 clusters Score -2385146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2385147.250000 Penalty: 4921.368164
	Iteration 36Q: 3 clusters Score -2385147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2385146.250000 Penalty: 4921.368164
	Iteration 37Q: 3 clusters Score -2385146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2385149.500000 Penalty: 4921.368164
	Iteration 38Q: 3 clusters Score -2385150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2385149.500000 Penalty: 4921.368164
	Iteration 39F: 3 clusters Score -2385150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Entering Unmasked Estep 
Score: -1960722.125000 Penalty: 2411.582275
	Iteration 0F: 2 clusters Score -1960722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1948806.500000 Penalty: 4823.164551
	Iteration 0F: 3 clusters Score -1948806 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1952634.250000 Penalty: 4823.164551
	Iteration 1F: 3 clusters Score -1952634 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1953069.250000 Penalty: 4823.164551
	Iteration 2F: 3 clusters Score -1953069 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1953452.375000 Penalty: 4823.164551
	Iteration 3F: 3 clusters Score -1953452 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1953817.125000 Penalty: 4823.164551
	Iteration 4Q: 3 clusters Score -1953817 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1954161.250000 Penalty: 4823.164551
	Iteration 5Q: 3 clusters Score -1954161 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1954523.625000 Penalty: 4823.164551
	Iteration 6Q: 3 clusters Score -1954524 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1954979.125000 Penalty: 4823.164551
	Iteration 7Q: 3 clusters Score -1954979 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1955435.375000 Penalty: 4823.164551
	Iteration 8Q: 3 clusters Score -1955435 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1955847.750000 Penalty: 4823.164551
	Iteration 9Q: 3 clusters Score -1955848 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1956179.125000 Penalty: 4823.164551
	Iteration 10Q: 3 clusters Score -1956179 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1956404.750000 Penalty: 4823.164551
	Iteration 11Q: 3 clusters Score -1956405 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1956560.125000 Penalty: 4823.164551
	Iteration 12Q: 3 clusters Score -1956560 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1956667.875000 Penalty: 4823.164551
	Iteration 13Q: 3 clusters Score -1956668 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1956763.000000 Penalty: 4823.164551
	Iteration 14Q: 3 clusters Score -1956763 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1956842.250000 Penalty: 4823.164551
	Iteration 15Q: 3 clusters Score -1956842 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1956905.500000 Penalty: 4823.164551
	Iteration 16Q: 3 clusters Score -1956906 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1956971.500000 Penalty: 4823.164551
	Iteration 17Q: 3 clusters Score -1956972 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1957034.625000 Penalty: 4823.164551
	Iteration 18Q: 3 clusters Score -1957035 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1957094.250000 Penalty: 4823.164551
	Iteration 19Q: 3 clusters Score -1957094 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1957146.875000 Penalty: 4823.164551
	Iteration 20F: 3 clusters Score -1957147 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1957195.625000 Penalty: 4823.164551
	Iteration 21Q: 3 clusters Score -1957196 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1957254.375000 Penalty: 4823.164551
	Iteration 22Q: 3 clusters Score -1957254 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1957324.000000 Penalty: 4823.164551
	Iteration 23Q: 3 clusters Score -1957324 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1957393.750000 Penalty: 4823.164551
	Iteration 24Q: 3 clusters Score -1957394 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1957502.375000 Penalty: 4823.164551
	Iteration 25Q: 3 clusters Score -1957502 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1957628.125000 Penalty: 4823.164551
	Iteration 26Q: 3 clusters Score -1957628 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1957800.500000 Penalty: 4823.164551
	Iteration 27Q: 3 clusters Score -1957800 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1957982.750000 Penalty: 4823.164551
	Iteration 28Q: 3 clusters Score -1957983 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1958169.625000 Penalty: 4823.164551
	Iteration 29Q: 3 clusters Score -1958170 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1958332.250000 Penalty: 4823.164551
	Iteration 30Q: 3 clusters Score -1958332 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1958459.125000 Penalty: 4823.164551
	Iteration 31Q: 3 clusters Score -1958459 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1958557.375000 Penalty: 4823.164551
	Iteration 32Q: 3 clusters Score -1958557 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1958633.250000 Penalty: 4823.164551
	Iteration 33Q: 3 clusters Score -1958633 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1958696.875000 Penalty: 4823.164551
	Iteration 34Q: 3 clusters Score -1958697 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1958748.625000 Penalty: 4823.164551
	Iteration 35Q: 3 clusters Score -1958749 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1958779.625000 Penalty: 4823.164551
	Iteration 36Q: 3 clusters Score -1958780 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1958814.375000 Penalty: 4823.164551
	Iteration 37Q: 3 clusters Score -1958814 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1958843.000000 Penalty: 4823.164551
	Iteration 38Q: 3 clusters Score -1958843 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1958855.875000 Penalty: 4823.164551
	Iteration 39Q: 3 clusters Score -1958856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1958874.875000 Penalty: 4823.164551
	Iteration 40F: 3 clusters Score -1958875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1958890.250000 Penalty: 4823.164551
	Iteration 41Q: 3 clusters Score -1958890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1958908.375000 Penalty: 4823.164551
	Iteration 42Q: 3 clusters Score -1958908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1958909.500000 Penalty: 4823.164551
	Iteration 43Q: 3 clusters Score -1958910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1958916.750000 Penalty: 4823.164551
	Iteration 44Q: 3 clusters Score -1958917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1958922.500000 Penalty: 4823.164551
	Iteration 45Q: 3 clusters Score -1958922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1958926.750000 Penalty: 4823.164551
	Iteration 46Q: 3 clusters Score -1958927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1958933.875000 Penalty: 4823.164551
	Iteration 47Q: 3 clusters Score -1958934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1958939.000000 Penalty: 4823.164551
	Iteration 48Q: 3 clusters Score -1958939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1958941.250000 Penalty: 4823.164551
	Iteration 49Q: 3 clusters Score -1958941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1958940.875000 Penalty: 4823.164551
	Iteration 50Q: 3 clusters Score -1958941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1958945.125000 Penalty: 4823.164551
	Iteration 51Q: 3 clusters Score -1958945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1958943.625000 Penalty: 4823.164551
	Iteration 52Q: 3 clusters Score -1958944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1958941.875000 Penalty: 4823.164551
	Iteration 53Q: 3 clusters Score -1958942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1958941.625000 Penalty: 4823.164551
	Iteration 54Q: 3 clusters Score -1958942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1958945.625000 Penalty: 4823.164551
	Iteration 55Q: 3 clusters Score -1958946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1958948.625000 Penalty: 4823.164551
	Iteration 56Q: 3 clusters Score -1958949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1958948.875000 Penalty: 4823.164551
	Iteration 57Q: 3 clusters Score -1958949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1958950.000000 Penalty: 4823.164551
	Iteration 58Q: 3 clusters Score -1958950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1958946.125000 Penalty: 4823.164551
	Iteration 59Q: 3 clusters Score -1958946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1958946.375000 Penalty: 4823.164551
	Iteration 60F: 3 clusters Score -1958946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1958948.125000 Penalty: 4823.164551
	Iteration 61Q: 3 clusters Score -1958948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1958948.125000 Penalty: 4823.164551
	Iteration 62F: 3 clusters Score -1958948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -569886.375000 Penalty: 2097.076904
	Iteration 0F: 2 clusters Score -569886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -565479.187500 Penalty: 4194.153809
	Iteration 0F: 3 clusters Score -565479.2 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -566547.812500 Penalty: 4194.153809
	Iteration 1F: 3 clusters Score -566547.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -566799.812500 Penalty: 4194.153809
	Iteration 2F: 3 clusters Score -566799.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -566950.250000 Penalty: 4194.153809
	Iteration 3F: 3 clusters Score -566950.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -567087.750000 Penalty: 4194.153809
	Iteration 4Q: 3 clusters Score -567087.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -567228.000000 Penalty: 4194.153809
	Iteration 5Q: 3 clusters Score -567228 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -567369.000000 Penalty: 4194.153809
	Iteration 6Q: 3 clusters Score -567369 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -567502.312500 Penalty: 4194.153809
	Iteration 7Q: 3 clusters Score -567502.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -567626.625000 Penalty: 4194.153809
	Iteration 8Q: 3 clusters Score -567626.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -567716.312500 Penalty: 4194.153809
	Iteration 9Q: 3 clusters Score -567716.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -567784.750000 Penalty: 4194.153809
	Iteration 10Q: 3 clusters Score -567784.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -567839.062500 Penalty: 4194.153809
	Iteration 11Q: 3 clusters Score -567839.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -567886.875000 Penalty: 4194.153809
	Iteration 12Q: 3 clusters Score -567886.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -567935.125000 Penalty: 4194.153809
	Iteration 13Q: 3 clusters Score -567935.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -567977.500000 Penalty: 4194.153809
	Iteration 14Q: 3 clusters Score -567977.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -568012.687500 Penalty: 4194.153809
	Iteration 15Q: 3 clusters Score -568012.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -568049.750000 Penalty: 4194.153809
	Iteration 16Q: 3 clusters Score -568049.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -568080.750000 Penalty: 4194.153809
	Iteration 17Q: 3 clusters Score -568080.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -568121.187500 Penalty: 4194.153809
	Iteration 18Q: 3 clusters Score -568121.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -568150.875000 Penalty: 4194.153809
	Iteration 19Q: 3 clusters Score -568150.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -568178.812500 Penalty: 4194.153809
	Iteration 20F: 3 clusters Score -568178.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -568195.250000 Penalty: 4194.153809
	Iteration 21Q: 3 clusters Score -568195.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -568202.937500 Penalty: 4194.153809
	Iteration 22Q: 3 clusters Score -568202.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -568208.812500 Penalty: 4194.153809
	Iteration 23Q: 3 clusters Score -568208.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -568218.000000 Penalty: 4194.153809
	Iteration 24Q: 3 clusters Score -568218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -568222.437500 Penalty: 4194.153809
	Iteration 25Q: 3 clusters Score -568222.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -568223.750000 Penalty: 4194.153809
	Iteration 26Q: 3 clusters Score -568223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -568227.250000 Penalty: 4194.153809
	Iteration 27Q: 3 clusters Score -568227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -568227.250000 Penalty: 4194.153809
	Iteration 28F: 3 clusters Score -568227.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -78016.023438 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -78016.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76334.000000 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -76334 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -76954.710938 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -76954.71 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -77214.351562 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -77214.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -77336.062500 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -77336.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -77401.140625 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -77401.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -77435.828125 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -77435.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -77444.210938 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -77444.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -77447.515625 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -77447.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -77450.203125 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -77450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -77453.914062 Penalty: 3333.827148
	Iteration 9F: 3 clusters Score -77453.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -77484.937500 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -77484.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -77495.078125 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -77495.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -77498.710938 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -77498.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -77499.468750 Penalty: 3333.827148
	Iteration 13Q: 3 clusters Score -77499.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -77499.468750 Penalty: 3333.827148
	Iteration 14F: 3 clusters Score -77499.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Entering Unmasked Estep 
Score: -1099532.250000 Penalty: 2263.323975
	Iteration 0F: 2 clusters Score -1099532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1092412.625000 Penalty: 4526.647949
	Iteration 0F: 3 clusters Score -1092413 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1094394.750000 Penalty: 4526.647949
	Iteration 1F: 3 clusters Score -1094395 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1094772.750000 Penalty: 4526.647949
	Iteration 2F: 3 clusters Score -1094773 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1095061.500000 Penalty: 4526.647949
	Iteration 3F: 3 clusters Score -1095062 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1095302.875000 Penalty: 4526.647949
	Iteration 4F: 3 clusters Score -1095303 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1095554.125000 Penalty: 4526.647949
	Iteration 5Q: 3 clusters Score -1095554 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1095817.250000 Penalty: 4526.647949
	Iteration 6Q: 3 clusters Score -1095817 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1096058.250000 Penalty: 4526.647949
	Iteration 7Q: 3 clusters Score -1096058 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1096287.500000 Penalty: 4526.647949
	Iteration 8Q: 3 clusters Score -1096288 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1096512.625000 Penalty: 4526.647949
	Iteration 9Q: 3 clusters Score -1096513 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1096712.250000 Penalty: 4526.647949
	Iteration 10Q: 3 clusters Score -1096712 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1096881.500000 Penalty: 4526.647949
	Iteration 11Q: 3 clusters Score -1096882 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1097026.125000 Penalty: 4526.647949
	Iteration 12Q: 3 clusters Score -1097026 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1097141.750000 Penalty: 4526.647949
	Iteration 13Q: 3 clusters Score -1097142 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1097243.500000 Penalty: 4526.647949
	Iteration 14Q: 3 clusters Score -1097244 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1097330.250000 Penalty: 4526.647949
	Iteration 15Q: 3 clusters Score -1097330 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1097405.875000 Penalty: 4526.647949
	Iteration 16Q: 3 clusters Score -1097406 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1097477.375000 Penalty: 4526.647949
	Iteration 17Q: 3 clusters Score -1097477 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1097531.250000 Penalty: 4526.647949
	Iteration 18Q: 3 clusters Score -1097531 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1097563.875000 Penalty: 4526.647949
	Iteration 19Q: 3 clusters Score -1097564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1097592.750000 Penalty: 4526.647949
	Iteration 20F: 3 clusters Score -1097593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1097615.125000 Penalty: 4526.647949
	Iteration 21Q: 3 clusters Score -1097615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1097632.875000 Penalty: 4526.647949
	Iteration 22Q: 3 clusters Score -1097633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1097638.000000 Penalty: 4526.647949
	Iteration 23Q: 3 clusters Score -1097638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1097642.375000 Penalty: 4526.647949
	Iteration 24Q: 3 clusters Score -1097642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1097646.000000 Penalty: 4526.647949
	Iteration 25Q: 3 clusters Score -1097646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1097652.625000 Penalty: 4526.647949
	Iteration 26Q: 3 clusters Score -1097653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1097660.000000 Penalty: 4526.647949
	Iteration 27Q: 3 clusters Score -1097660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1097659.000000 Penalty: 4526.647949
	Iteration 28Q: 3 clusters Score -1097659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1097660.000000 Penalty: 4526.647949
	Iteration 29Q: 3 clusters Score -1097660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1097662.375000 Penalty: 4526.647949
	Iteration 30Q: 3 clusters Score -1097662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1097661.000000 Penalty: 4526.647949
	Iteration 31Q: 3 clusters Score -1097661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1097664.500000 Penalty: 4526.647949
	Iteration 32Q: 3 clusters Score -1097664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1097666.750000 Penalty: 4526.647949
	Iteration 33Q: 3 clusters Score -1097667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1097666.125000 Penalty: 4526.647949
	Iteration 34Q: 3 clusters Score -1097666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1097666.125000 Penalty: 4526.647949
	Iteration 35F: 3 clusters Score -1097666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Entering Unmasked Estep 
Score: -4929769.000000 Penalty: 2636.323242
	Iteration 0F: 2 clusters Score -4929769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4901875.000000 Penalty: 5272.646484
	Iteration 0F: 3 clusters Score -4901875 nChanged 18871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -4912041.000000 Penalty: 5272.646484
	Iteration 1F: 3 clusters Score -4912041 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -4912541.000000 Penalty: 5272.646484
	Iteration 2Q: 3 clusters Score -4912541 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4912940.500000 Penalty: 5272.646484
	Iteration 3Q: 3 clusters Score -4912940 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -4913387.000000 Penalty: 5272.646484
	Iteration 4Q: 3 clusters Score -4913387 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -4913874.000000 Penalty: 5272.646484
	Iteration 5Q: 3 clusters Score -4913874 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -4914540.000000 Penalty: 5272.646484
	Iteration 6Q: 3 clusters Score -4914540 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4915425.000000 Penalty: 5272.646484
	Iteration 7Q: 3 clusters Score -4915425 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -4916830.000000 Penalty: 5272.646484
	Iteration 8F: 3 clusters Score -4916830 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -4918891.500000 Penalty: 5272.646484
	Iteration 9F: 3 clusters Score -4918892 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -4921500.500000 Penalty: 5272.646484
	Iteration 10F: 3 clusters Score -4921500 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -4924056.500000 Penalty: 5272.646484
	Iteration 11F: 3 clusters Score -4924056 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4925757.000000 Penalty: 5272.646484
	Iteration 12Q: 3 clusters Score -4925757 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4926688.000000 Penalty: 5272.646484
	Iteration 13Q: 3 clusters Score -4926688 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4927117.500000 Penalty: 5272.646484
	Iteration 14Q: 3 clusters Score -4927118 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4927282.500000 Penalty: 5272.646484
	Iteration 15Q: 3 clusters Score -4927282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4927373.000000 Penalty: 5272.646484
	Iteration 16Q: 3 clusters Score -4927373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4927410.000000 Penalty: 5272.646484
	Iteration 17Q: 3 clusters Score -4927410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4927441.000000 Penalty: 5272.646484
	Iteration 18Q: 3 clusters Score -4927441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4927456.500000 Penalty: 5272.646484
	Iteration 19Q: 3 clusters Score -4927456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4927467.500000 Penalty: 5272.646484
	Iteration 20F: 3 clusters Score -4927468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4927488.000000 Penalty: 5272.646484
	Iteration 21Q: 3 clusters Score -4927488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4927494.000000 Penalty: 5272.646484
	Iteration 22Q: 3 clusters Score -4927494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4927499.000000 Penalty: 5272.646484
	Iteration 23Q: 3 clusters Score -4927499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4927504.000000 Penalty: 5272.646484
	Iteration 24Q: 3 clusters Score -4927504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4927506.500000 Penalty: 5272.646484
	Iteration 25Q: 3 clusters Score -4927506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4927513.500000 Penalty: 5272.646484
	Iteration 26Q: 3 clusters Score -4927514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4927519.000000 Penalty: 5272.646484
	Iteration 27Q: 3 clusters Score -4927519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4927523.500000 Penalty: 5272.646484
	Iteration 28Q: 3 clusters Score -4927524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4927527.000000 Penalty: 5272.646484
	Iteration 29Q: 3 clusters Score -4927527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4927529.500000 Penalty: 5272.646484
	Iteration 30Q: 3 clusters Score -4927530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4927532.500000 Penalty: 5272.646484
	Iteration 31Q: 3 clusters Score -4927532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4927532.500000 Penalty: 5272.646484
	Iteration 32F: 3 clusters Score -4927532 nChanged 0
--- Evaluating fit on full set of 4037800 points ---
Entering Unmasked Estep 
Score: -478430432.000000 Penalty: 109399.023438
24->30 Clusters: Score -478430432.000000, best is -478680160.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1345933 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 55654 members 
Mstep: Class 3 contains 56019 members 
Mstep: Class 4 contains 56076 members 
Mstep: Class 5 contains 56173 members 
Mstep: Class 6 contains 55893 members 
Mstep: Class 7 contains 56020 members 
Mstep: Class 8 contains 56039 members 
Mstep: Class 9 contains 56341 members 
Mstep: Class 10 contains 56134 members 
Mstep: Class 11 contains 55807 members 
Mstep: Class 12 contains 56040 members 
Mstep: Class 13 contains 55970 members 
Mstep: Class 14 contains 56087 members 
Mstep: Class 15 contains 55919 members 
Mstep: Class 16 contains 56109 members 
Mstep: Class 17 contains 56603 members 
Mstep: Class 18 contains 56444 members 
Mstep: Class 19 contains 56246 members 
Mstep: Class 20 contains 56022 members 
Mstep: Class 21 contains 56153 members 
Mstep: Class 22 contains 55769 members 
Mstep: Class 23 contains 56098 members 
Mstep: Class 24 contains 55810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 587.244873 but Gain 3499.929688
Score: -149735024.000000 Penalty: 80498.257812
Iteration 0F: 24 clusters Score -1.49735e+08 nChanged 1283104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1380 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 90982 members 
Mstep: Class 3 contains 17302 members 
Mstep: Class 4 contains 22779 members 
Mstep: Class 5 contains 37060 members 
Mstep: Class 6 contains 43755 members 
Mstep: Class 7 contains 40141 members 
Mstep: Class 8 contains 127774 members 
Mstep: Class 9 contains 18995 members 
Mstep: Class 10 contains 223714 members 
Mstep: Class 11 contains 108348 members 
Mstep: Class 13 contains 38521 members 
Mstep: Class 14 contains 43073 members 
Mstep: Class 15 contains 58656 members 
Mstep: Class 16 contains 22565 members 
Mstep: Class 17 contains 88800 members 
Mstep: Class 18 contains 68036 members 
Mstep: Class 19 contains 21356 members 
Mstep: Class 20 contains 50846 members 
Mstep: Class 21 contains 32272 members 
Mstep: Class 22 contains 25655 members 
Mstep: Class 23 contains 76554 members 
Mstep: Class 24 contains 26420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153881488.000000 Penalty: 80498.257812
Iteration 1F: 24 clusters Score -1.538815e+08 nChanged 470505
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 91184 members 
Mstep: Class 3 contains 9814 members 
Mstep: Class 4 contains 27928 members 
Mstep: Class 5 contains 23191 members 
Mstep: Class 6 contains 34403 members 
Mstep: Class 7 contains 25771 members 
Mstep: Class 8 contains 155077 members 
Mstep: Class 9 contains 19028 members 
Mstep: Class 10 contains 272008 members 
Mstep: Class 11 contains 110099 members 
Mstep: Class 13 contains 26119 members 
Mstep: Class 14 contains 36067 members 
Mstep: Class 15 contains 90361 members 
Mstep: Class 16 contains 12455 members 
Mstep: Class 17 contains 92524 members 
Mstep: Class 18 contains 61450 members 
Mstep: Class 19 contains 13768 members 
Mstep: Class 20 contains 33420 members 
Mstep: Class 21 contains 22891 members 
Mstep: Class 22 contains 19995 members 
Mstep: Class 23 contains 79954 members 
Mstep: Class 24 contains 33683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154615792.000000 Penalty: 80498.257812
Iteration 2F: 24 clusters Score -1.546158e+08 nChanged 330609
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 81764 members 
Mstep: Class 3 contains 6393 members 
Mstep: Class 4 contains 34211 members 
Mstep: Class 5 contains 17260 members 
Mstep: Class 6 contains 31139 members 
Mstep: Class 7 contains 19207 members 
Mstep: Class 8 contains 186158 members 
Mstep: Class 9 contains 17177 members 
Mstep: Class 10 contains 275813 members 
Mstep: Class 11 contains 124331 members 
Mstep: Class 13 contains 17368 members 
Mstep: Class 14 contains 29350 members 
Mstep: Class 15 contains 103914 members 
Mstep: Class 16 contains 7539 members 
Mstep: Class 17 contains 92342 members 
Mstep: Class 18 contains 54460 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 23660 members 
Mstep: Class 21 contains 17960 members 
Mstep: Class 22 contains 20087 members 
Mstep: Class 23 contains 73084 members 
Mstep: Class 24 contains 49151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155016768.000000 Penalty: 80498.257812
Iteration 3F: 24 clusters Score -1.550168e+08 nChanged 257016
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 72869 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 36246 members 
Mstep: Class 5 contains 18228 members 
Mstep: Class 6 contains 30813 members 
Mstep: Class 7 contains 15814 members 
Mstep: Class 8 contains 218152 members 
Mstep: Class 9 contains 13539 members 
Mstep: Class 10 contains 254060 members 
Mstep: Class 11 contains 147714 members 
Mstep: Class 13 contains 12376 members 
Mstep: Class 14 contains 25194 members 
Mstep: Class 15 contains 106653 members 
Mstep: Class 16 contains 6399 members 
Mstep: Class 17 contains 88087 members 
Mstep: Class 18 contains 47087 members 
Mstep: Class 19 contains 9513 members 
Mstep: Class 20 contains 17585 members 
Mstep: Class 21 contains 15277 members 
Mstep: Class 22 contains 23183 members 
Mstep: Class 23 contains 64470 members 
Mstep: Class 24 contains 63826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155268096.000000 Penalty: 80498.257812
Iteration 4F: 24 clusters Score -1.552681e+08 nChanged 213398
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 67875 members 
Mstep: Class 3 contains 5005 members 
Mstep: Class 4 contains 36036 members 
Mstep: Class 5 contains 20516 members 
Mstep: Class 6 contains 32783 members 
Mstep: Class 7 contains 14152 members 
Mstep: Class 8 contains 240300 members 
Mstep: Class 9 contains 10586 members 
Mstep: Class 10 contains 224221 members 
Mstep: Class 11 contains 175404 members 
Mstep: Class 13 contains 8645 members 
Mstep: Class 14 contains 24294 members 
Mstep: Class 15 contains 106612 members 
Mstep: Class 16 contains 6040 members 
Mstep: Class 17 contains 83787 members 
Mstep: Class 18 contains 40204 members 
Mstep: Class 19 contains 7965 members 
Mstep: Class 20 contains 14424 members 
Mstep: Class 21 contains 14259 members 
Mstep: Class 22 contains 26436 members 
Mstep: Class 23 contains 55050 members 
Mstep: Class 24 contains 74553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155441664.000000 Penalty: 80498.257812
Iteration 5F: 24 clusters Score -1.554417e+08 nChanged 174995
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 60929 members 
Mstep: Class 2 contains 65011 members 
Mstep: Class 3 contains 5379 members 
Mstep: Class 4 contains 34974 members 
Mstep: Class 5 contains 22482 members 
Mstep: Class 6 contains 36093 members 
Mstep: Class 7 contains 13587 members 
Mstep: Class 8 contains 245124 members 
Mstep: Class 9 contains 8551 members 
Mstep: Class 10 contains 198147 members 
Mstep: Class 11 contains 205697 members 
Mstep: Class 13 contains 6001 members 
Mstep: Class 14 contains 26592 members 
Mstep: Class 15 contains 105841 members 
Mstep: Class 16 contains 5917 members 
Mstep: Class 17 contains 80746 members 
Mstep: Class 18 contains 34885 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 13404 members 
Mstep: Class 21 contains 14413 members 
Mstep: Class 22 contains 29032 members 
Mstep: Class 23 contains 45250 members 
Mstep: Class 24 contains 81346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155564256.000000 Penalty: 80498.257812
Iteration 6F: 24 clusters Score -1.555643e+08 nChanged 141163
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 62362 members 
Mstep: Class 3 contains 5812 members 
Mstep: Class 4 contains 33869 members 
Mstep: Class 5 contains 24102 members 
Mstep: Class 6 contains 38989 members 
Mstep: Class 7 contains 13449 members 
Mstep: Class 8 contains 239872 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 178536 members 
Mstep: Class 11 contains 233325 members 
Mstep: Class 13 contains 4300 members 
Mstep: Class 14 contains 30523 members 
Mstep: Class 15 contains 104821 members 
Mstep: Class 16 contains 5871 members 
Mstep: Class 17 contains 78954 members 
Mstep: Class 18 contains 31786 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 13418 members 
Mstep: Class 21 contains 14487 members 
Mstep: Class 22 contains 31202 members 
Mstep: Class 23 contains 36736 members 
Mstep: Class 24 contains 85422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155642992.000000 Penalty: 80498.257812
Iteration 7F: 24 clusters Score -1.55643e+08 nChanged 107704
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 59129 members 
Mstep: Class 3 contains 6262 members 
Mstep: Class 4 contains 32861 members 
Mstep: Class 5 contains 25433 members 
Mstep: Class 6 contains 41269 members 
Mstep: Class 7 contains 13503 members 
Mstep: Class 8 contains 233245 members 
Mstep: Class 9 contains 6305 members 
Mstep: Class 10 contains 167642 members 
Mstep: Class 11 contains 250921 members 
Mstep: Class 13 contains 3390 members 
Mstep: Class 14 contains 34573 members 
Mstep: Class 15 contains 103850 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 77047 members 
Mstep: Class 18 contains 30194 members 
Mstep: Class 19 contains 4768 members 
Mstep: Class 20 contains 14023 members 
Mstep: Class 21 contains 14441 members 
Mstep: Class 22 contains 33147 members 
Mstep: Class 23 contains 30264 members 
Mstep: Class 24 contains 87530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155691792.000000 Penalty: 80498.257812
Iteration 8F: 24 clusters Score -1.556918e+08 nChanged 82074
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 55774 members 
Mstep: Class 3 contains 6668 members 
Mstep: Class 4 contains 31925 members 
Mstep: Class 5 contains 26507 members 
Mstep: Class 6 contains 43162 members 
Mstep: Class 7 contains 13630 members 
Mstep: Class 8 contains 226142 members 
Mstep: Class 9 contains 5781 members 
Mstep: Class 10 contains 161908 members 
Mstep: Class 11 contains 261163 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 38331 members 
Mstep: Class 15 contains 103122 members 
Mstep: Class 16 contains 5862 members 
Mstep: Class 17 contains 75166 members 
Mstep: Class 18 contains 29477 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 14780 members 
Mstep: Class 21 contains 14243 members 
Mstep: Class 22 contains 35177 members 
Mstep: Class 23 contains 25545 members 
Mstep: Class 24 contains 88619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155727600.000000 Penalty: 80498.257812
Iteration 9F: 24 clusters Score -1.557276e+08 nChanged 65954
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 52371 members 
Mstep: Class 3 contains 6944 members 
Mstep: Class 4 contains 30924 members 
Mstep: Class 5 contains 27179 members 
Mstep: Class 6 contains 44715 members 
Mstep: Class 7 contains 13885 members 
Mstep: Class 8 contains 218870 members 
Mstep: Class 9 contains 5518 members 
Mstep: Class 10 contains 158561 members 
Mstep: Class 11 contains 267176 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 41889 members 
Mstep: Class 15 contains 102532 members 
Mstep: Class 16 contains 5865 members 
Mstep: Class 17 contains 73408 members 
Mstep: Class 18 contains 29384 members 
Mstep: Class 19 contains 4291 members 
Mstep: Class 20 contains 15621 members 
Mstep: Class 21 contains 13883 members 
Mstep: Class 22 contains 37317 members 
Mstep: Class 23 contains 22330 members 
Mstep: Class 24 contains 88794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155757616.000000 Penalty: 80498.257812
Iteration 10Q: 24 clusters Score -1.557576e+08 nChanged 56331
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 48919 members 
Mstep: Class 3 contains 7067 members 
Mstep: Class 4 contains 29811 members 
Mstep: Class 5 contains 27539 members 
Mstep: Class 6 contains 46018 members 
Mstep: Class 7 contains 14348 members 
Mstep: Class 8 contains 211924 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 156438 members 
Mstep: Class 11 contains 270779 members 
Mstep: Class 13 contains 3271 members 
Mstep: Class 14 contains 45052 members 
Mstep: Class 15 contains 101931 members 
Mstep: Class 16 contains 5863 members 
Mstep: Class 17 contains 71600 members 
Mstep: Class 18 contains 29788 members 
Mstep: Class 19 contains 4193 members 
Mstep: Class 20 contains 16383 members 
Mstep: Class 21 contains 13432 members 
Mstep: Class 22 contains 39416 members 
Mstep: Class 23 contains 20116 members 
Mstep: Class 24 contains 88284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155782992.000000 Penalty: 80498.257812
Iteration 11Q: 24 clusters Score -1.55783e+08 nChanged 49956
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 45525 members 
Mstep: Class 3 contains 7060 members 
Mstep: Class 4 contains 28654 members 
Mstep: Class 5 contains 27515 members 
Mstep: Class 6 contains 47023 members 
Mstep: Class 7 contains 14986 members 
Mstep: Class 8 contains 205574 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 155061 members 
Mstep: Class 11 contains 273073 members 
Mstep: Class 13 contains 3576 members 
Mstep: Class 14 contains 47894 members 
Mstep: Class 15 contains 101312 members 
Mstep: Class 16 contains 5861 members 
Mstep: Class 17 contains 69728 members 
Mstep: Class 18 contains 30536 members 
Mstep: Class 19 contains 4051 members 
Mstep: Class 20 contains 17070 members 
Mstep: Class 21 contains 13003 members 
Mstep: Class 22 contains 41331 members 
Mstep: Class 23 contains 18557 members 
Mstep: Class 24 contains 87181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155806320.000000 Penalty: 80498.257812
Iteration 12Q: 24 clusters Score -1.558063e+08 nChanged 46111
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 104599 members 
Mstep: Class 2 contains 42179 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 27531 members 
Mstep: Class 5 contains 27206 members 
Mstep: Class 6 contains 47655 members 
Mstep: Class 7 contains 15781 members 
Mstep: Class 8 contains 200164 members 
Mstep: Class 9 contains 5081 members 
Mstep: Class 10 contains 154170 members 
Mstep: Class 11 contains 274462 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 14 contains 50250 members 
Mstep: Class 15 contains 100708 members 
Mstep: Class 16 contains 5870 members 
Mstep: Class 17 contains 67678 members 
Mstep: Class 18 contains 31622 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 17656 members 
Mstep: Class 21 contains 12443 members 
Mstep: Class 22 contains 43063 members 
Mstep: Class 23 contains 17276 members 
Mstep: Class 24 contains 85583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155829760.000000 Penalty: 80498.257812
Iteration 13Q: 24 clusters Score -1.558298e+08 nChanged 43151
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 38931 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 26406 members 
Mstep: Class 5 contains 26728 members 
Mstep: Class 6 contains 47862 members 
Mstep: Class 7 contains 16695 members 
Mstep: Class 8 contains 195330 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 153884 members 
Mstep: Class 11 contains 275155 members 
Mstep: Class 13 contains 4335 members 
Mstep: Class 14 contains 52162 members 
Mstep: Class 15 contains 100237 members 
Mstep: Class 16 contains 5874 members 
Mstep: Class 17 contains 65422 members 
Mstep: Class 18 contains 33048 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 18164 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 44555 members 
Mstep: Class 23 contains 16182 members 
Mstep: Class 24 contains 83598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155849616.000000 Penalty: 80498.257812
Iteration 14Q: 24 clusters Score -1.558496e+08 nChanged 40410
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 123537 members 
Mstep: Class 2 contains 35746 members 
Mstep: Class 3 contains 6948 members 
Mstep: Class 4 contains 25424 members 
Mstep: Class 5 contains 26035 members 
Mstep: Class 6 contains 47762 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 190751 members 
Mstep: Class 9 contains 4800 members 
Mstep: Class 10 contains 154087 members 
Mstep: Class 11 contains 275393 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 14 contains 53687 members 
Mstep: Class 15 contains 99785 members 
Mstep: Class 16 contains 5866 members 
Mstep: Class 17 contains 63288 members 
Mstep: Class 18 contains 34753 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 18547 members 
Mstep: Class 21 contains 11187 members 
Mstep: Class 22 contains 45881 members 
Mstep: Class 23 contains 15151 members 
Mstep: Class 24 contains 81321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155869216.000000 Penalty: 80498.257812
Iteration 15Q: 24 clusters Score -1.558692e+08 nChanged 38283
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 32647 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 24707 members 
Mstep: Class 5 contains 25347 members 
Mstep: Class 6 contains 47311 members 
Mstep: Class 7 contains 18241 members 
Mstep: Class 8 contains 186414 members 
Mstep: Class 9 contains 4665 members 
Mstep: Class 10 contains 154735 members 
Mstep: Class 11 contains 275044 members 
Mstep: Class 13 contains 4910 members 
Mstep: Class 14 contains 54862 members 
Mstep: Class 15 contains 99381 members 
Mstep: Class 16 contains 5866 members 
Mstep: Class 17 contains 61255 members 
Mstep: Class 18 contains 36756 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 18859 members 
Mstep: Class 21 contains 10506 members 
Mstep: Class 22 contains 47207 members 
Mstep: Class 23 contains 14085 members 
Mstep: Class 24 contains 78858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155888416.000000 Penalty: 80498.257812
Iteration 16Q: 24 clusters Score -1.558884e+08 nChanged 36099
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 144463 members 
Mstep: Class 2 contains 29679 members 
Mstep: Class 3 contains 6922 members 
Mstep: Class 4 contains 24143 members 
Mstep: Class 5 contains 24720 members 
Mstep: Class 6 contains 46625 members 
Mstep: Class 7 contains 18685 members 
Mstep: Class 8 contains 182205 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 155677 members 
Mstep: Class 11 contains 274169 members 
Mstep: Class 13 contains 5096 members 
Mstep: Class 14 contains 55714 members 
Mstep: Class 15 contains 98991 members 
Mstep: Class 16 contains 5863 members 
Mstep: Class 17 contains 59327 members 
Mstep: Class 18 contains 38871 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 19220 members 
Mstep: Class 21 contains 9853 members 
Mstep: Class 22 contains 48676 members 
Mstep: Class 23 contains 12945 members 
Mstep: Class 24 contains 76130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155905904.000000 Penalty: 80498.257812
Iteration 17Q: 24 clusters Score -1.559059e+08 nChanged 34208
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 156173 members 
Mstep: Class 2 contains 26982 members 
Mstep: Class 3 contains 6942 members 
Mstep: Class 4 contains 23819 members 
Mstep: Class 5 contains 24125 members 
Mstep: Class 6 contains 45606 members 
Mstep: Class 7 contains 18989 members 
Mstep: Class 8 contains 177789 members 
Mstep: Class 9 contains 4269 members 
Mstep: Class 10 contains 156709 members 
Mstep: Class 11 contains 272715 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 56350 members 
Mstep: Class 15 contains 98646 members 
Mstep: Class 16 contains 5868 members 
Mstep: Class 17 contains 57488 members 
Mstep: Class 18 contains 40938 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 19460 members 
Mstep: Class 21 contains 9227 members 
Mstep: Class 22 contains 50213 members 
Mstep: Class 23 contains 11879 members 
Mstep: Class 24 contains 73067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155920368.000000 Penalty: 80498.257812
Iteration 18Q: 24 clusters Score -1.559204e+08 nChanged 33387
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 169050 members 
Mstep: Class 2 contains 24476 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 23657 members 
Mstep: Class 5 contains 23517 members 
Mstep: Class 6 contains 44513 members 
Mstep: Class 7 contains 19087 members 
Mstep: Class 8 contains 172950 members 
Mstep: Class 9 contains 4137 members 
Mstep: Class 10 contains 157555 members 
Mstep: Class 11 contains 271014 members 
Mstep: Class 13 contains 5336 members 
Mstep: Class 14 contains 56963 members 
Mstep: Class 15 contains 98292 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 55866 members 
Mstep: Class 18 contains 42769 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 19586 members 
Mstep: Class 21 contains 8652 members 
Mstep: Class 22 contains 51678 members 
Mstep: Class 23 contains 10897 members 
Mstep: Class 24 contains 69696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155933184.000000 Penalty: 80498.257812
Iteration 19Q: 24 clusters Score -1.559332e+08 nChanged 32676
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 182116 members 
Mstep: Class 2 contains 22205 members 
Mstep: Class 3 contains 6997 members 
Mstep: Class 4 contains 23567 members 
Mstep: Class 5 contains 22853 members 
Mstep: Class 6 contains 43422 members 
Mstep: Class 7 contains 19145 members 
Mstep: Class 8 contains 168451 members 
Mstep: Class 9 contains 4025 members 
Mstep: Class 10 contains 158356 members 
Mstep: Class 11 contains 268993 members 
Mstep: Class 13 contains 5424 members 
Mstep: Class 14 contains 57474 members 
Mstep: Class 15 contains 97980 members 
Mstep: Class 16 contains 5850 members 
Mstep: Class 17 contains 54292 members 
Mstep: Class 18 contains 44166 members 
Mstep: Class 19 contains 3365 members 
Mstep: Class 20 contains 19658 members 
Mstep: Class 21 contains 8146 members 
Mstep: Class 22 contains 52981 members 
Mstep: Class 23 contains 10157 members 
Mstep: Class 24 contains 66287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155946656.000000 Penalty: 80498.257812
Iteration 20F: 24 clusters Score -1.559467e+08 nChanged 32700
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 195478 members 
Mstep: Class 2 contains 20128 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 23485 members 
Mstep: Class 5 contains 22137 members 
Mstep: Class 6 contains 42212 members 
Mstep: Class 7 contains 19162 members 
Mstep: Class 8 contains 163405 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 158930 members 
Mstep: Class 11 contains 266872 members 
Mstep: Class 13 contains 5711 members 
Mstep: Class 14 contains 57754 members 
Mstep: Class 15 contains 97545 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 52753 members 
Mstep: Class 18 contains 45993 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 19574 members 
Mstep: Class 21 contains 7714 members 
Mstep: Class 22 contains 54289 members 
Mstep: Class 23 contains 9568 members 
Mstep: Class 24 contains 62922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155957040.000000 Penalty: 80498.257812
Iteration 21Q: 24 clusters Score -1.55957e+08 nChanged 32039
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 207944 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 7041 members 
Mstep: Class 4 contains 23448 members 
Mstep: Class 5 contains 21413 members 
Mstep: Class 6 contains 41041 members 
Mstep: Class 7 contains 19130 members 
Mstep: Class 8 contains 158631 members 
Mstep: Class 9 contains 4070 members 
Mstep: Class 10 contains 159456 members 
Mstep: Class 11 contains 264793 members 
Mstep: Class 13 contains 5892 members 
Mstep: Class 14 contains 57803 members 
Mstep: Class 15 contains 97193 members 
Mstep: Class 16 contains 5830 members 
Mstep: Class 17 contains 51407 members 
Mstep: Class 18 contains 47531 members 
Mstep: Class 19 contains 3501 members 
Mstep: Class 20 contains 19493 members 
Mstep: Class 21 contains 7429 members 
Mstep: Class 22 contains 55503 members 
Mstep: Class 23 contains 9190 members 
Mstep: Class 24 contains 59841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155964688.000000 Penalty: 80498.257812
Iteration 22Q: 24 clusters Score -1.559647e+08 nChanged 29787
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 218349 members 
Mstep: Class 2 contains 16966 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 23415 members 
Mstep: Class 5 contains 20703 members 
Mstep: Class 6 contains 40013 members 
Mstep: Class 7 contains 19062 members 
Mstep: Class 8 contains 154929 members 
Mstep: Class 9 contains 4112 members 
Mstep: Class 10 contains 160101 members 
Mstep: Class 11 contains 262830 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 57626 members 
Mstep: Class 15 contains 96893 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 50100 members 
Mstep: Class 18 contains 48650 members 
Mstep: Class 19 contains 3651 members 
Mstep: Class 20 contains 19380 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 56567 members 
Mstep: Class 23 contains 8970 members 
Mstep: Class 24 contains 57280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155968368.000000 Penalty: 80498.257812
Iteration 23Q: 24 clusters Score -1.559684e+08 nChanged 25748
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 225941 members 
Mstep: Class 2 contains 15993 members 
Mstep: Class 3 contains 7071 members 
Mstep: Class 4 contains 23408 members 
Mstep: Class 5 contains 20023 members 
Mstep: Class 6 contains 39173 members 
Mstep: Class 7 contains 18997 members 
Mstep: Class 8 contains 152591 members 
Mstep: Class 9 contains 4149 members 
Mstep: Class 10 contains 160815 members 
Mstep: Class 11 contains 261281 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 57323 members 
Mstep: Class 15 contains 96648 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 17 contains 48821 members 
Mstep: Class 18 contains 49521 members 
Mstep: Class 19 contains 3818 members 
Mstep: Class 20 contains 19250 members 
Mstep: Class 21 contains 7526 members 
Mstep: Class 22 contains 57523 members 
Mstep: Class 23 contains 8854 members 
Mstep: Class 24 contains 55266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155972240.000000 Penalty: 80498.257812
Iteration 24Q: 24 clusters Score -1.559722e+08 nChanged 21630
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 231045 members 
Mstep: Class 2 contains 15306 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 23413 members 
Mstep: Class 5 contains 19344 members 
Mstep: Class 6 contains 38505 members 
Mstep: Class 7 contains 18948 members 
Mstep: Class 8 contains 151224 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 161670 members 
Mstep: Class 11 contains 260255 members 
Mstep: Class 13 contains 6208 members 
Mstep: Class 14 contains 56915 members 
Mstep: Class 15 contains 96463 members 
Mstep: Class 16 contains 5797 members 
Mstep: Class 17 contains 47562 members 
Mstep: Class 18 contains 50216 members 
Mstep: Class 19 contains 4003 members 
Mstep: Class 20 contains 19235 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 58312 members 
Mstep: Class 23 contains 8856 members 
Mstep: Class 24 contains 53703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155974592.000000 Penalty: 80498.257812
Iteration 25Q: 24 clusters Score -1.559746e+08 nChanged 18076
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 234180 members 
Mstep: Class 2 contains 14921 members 
Mstep: Class 3 contains 7063 members 
Mstep: Class 4 contains 23418 members 
Mstep: Class 5 contains 18735 members 
Mstep: Class 6 contains 38027 members 
Mstep: Class 7 contains 18914 members 
Mstep: Class 8 contains 150594 members 
Mstep: Class 9 contains 4239 members 
Mstep: Class 10 contains 162725 members 
Mstep: Class 11 contains 259556 members 
Mstep: Class 13 contains 6246 members 
Mstep: Class 14 contains 56543 members 
Mstep: Class 15 contains 96368 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 17 contains 46373 members 
Mstep: Class 18 contains 50686 members 
Mstep: Class 19 contains 4188 members 
Mstep: Class 20 contains 19173 members 
Mstep: Class 21 contains 7834 members 
Mstep: Class 22 contains 59000 members 
Mstep: Class 23 contains 8892 members 
Mstep: Class 24 contains 52434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155976880.000000 Penalty: 80498.257812
Iteration 26Q: 24 clusters Score -1.559769e+08 nChanged 14927
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 236027 members 
Mstep: Class 2 contains 14749 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 23427 members 
Mstep: Class 5 contains 18212 members 
Mstep: Class 6 contains 37661 members 
Mstep: Class 7 contains 18895 members 
Mstep: Class 8 contains 150208 members 
Mstep: Class 9 contains 4291 members 
Mstep: Class 10 contains 163866 members 
Mstep: Class 11 contains 259096 members 
Mstep: Class 13 contains 6272 members 
Mstep: Class 14 contains 56273 members 
Mstep: Class 15 contains 96272 members 
Mstep: Class 16 contains 5796 members 
Mstep: Class 17 contains 45311 members 
Mstep: Class 18 contains 51034 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 19058 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 59575 members 
Mstep: Class 23 contains 9024 members 
Mstep: Class 24 contains 51464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155978624.000000 Penalty: 80498.257812
Iteration 27Q: 24 clusters Score -1.559786e+08 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 237097 members 
Mstep: Class 2 contains 14707 members 
Mstep: Class 3 contains 7072 members 
Mstep: Class 4 contains 23439 members 
Mstep: Class 5 contains 17744 members 
Mstep: Class 6 contains 37373 members 
Mstep: Class 7 contains 18870 members 
Mstep: Class 8 contains 150087 members 
Mstep: Class 9 contains 4323 members 
Mstep: Class 10 contains 165069 members 
Mstep: Class 11 contains 258735 members 
Mstep: Class 13 contains 6308 members 
Mstep: Class 14 contains 55980 members 
Mstep: Class 15 contains 96221 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 44329 members 
Mstep: Class 18 contains 51356 members 
Mstep: Class 19 contains 4467 members 
Mstep: Class 20 contains 18912 members 
Mstep: Class 21 contains 8114 members 
Mstep: Class 22 contains 60054 members 
Mstep: Class 23 contains 9169 members 
Mstep: Class 24 contains 50694 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 28Q: 24 clusters Score -1.559798e+08 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 237467 members 
Mstep: Class 2 contains 14866 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 23446 members 
Mstep: Class 5 contains 17343 members 
Mstep: Class 6 contains 37144 members 
Mstep: Class 7 contains 18871 members 
Mstep: Class 8 contains 150221 members 
Mstep: Class 9 contains 4355 members 
Mstep: Class 10 contains 166207 members 
Mstep: Class 11 contains 258478 members 
Mstep: Class 13 contains 6342 members 
Mstep: Class 14 contains 55654 members 
Mstep: Class 15 contains 96202 members 
Mstep: Class 16 contains 5787 members 
Mstep: Class 17 contains 43417 members 
Mstep: Class 18 contains 51597 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 18791 members 
Mstep: Class 21 contains 8216 members 
Mstep: Class 22 contains 60436 members 
Mstep: Class 23 contains 9359 members 
Mstep: Class 24 contains 50078 members 
Entering Unmasked Estep 
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Iteration 29Q: 24 clusters Score -1.559816e+08 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 237477 members 
Mstep: Class 2 contains 15123 members 
Mstep: Class 3 contains 7045 members 
Mstep: Class 4 contains 23472 members 
Mstep: Class 5 contains 16913 members 
Mstep: Class 6 contains 36946 members 
Mstep: Class 7 contains 18863 members 
Mstep: Class 8 contains 150411 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 167342 members 
Mstep: Class 11 contains 258289 members 
Mstep: Class 13 contains 6358 members 
Mstep: Class 14 contains 55354 members 
Mstep: Class 15 contains 96203 members 
Mstep: Class 16 contains 5783 members 
Mstep: Class 17 contains 42588 members 
Mstep: Class 18 contains 51772 members 
Mstep: Class 19 contains 4656 members 
Mstep: Class 20 contains 18657 members 
Mstep: Class 21 contains 8332 members 
Mstep: Class 22 contains 60770 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 49580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155983008.000000 Penalty: 80498.257812
Iteration 30Q: 24 clusters Score -1.55983e+08 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 237249 members 
Mstep: Class 2 contains 15466 members 
Mstep: Class 3 contains 7052 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 16563 members 
Mstep: Class 6 contains 36776 members 
Mstep: Class 7 contains 18876 members 
Mstep: Class 8 contains 150651 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 168373 members 
Mstep: Class 11 contains 258154 members 
Mstep: Class 13 contains 6359 members 
Mstep: Class 14 contains 55073 members 
Mstep: Class 15 contains 96205 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 17 contains 41784 members 
Mstep: Class 18 contains 51942 members 
Mstep: Class 19 contains 4747 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 8429 members 
Mstep: Class 22 contains 61056 members 
Mstep: Class 23 contains 9785 members 
Mstep: Class 24 contains 49152 members 
Entering Unmasked Estep 
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Iteration 31Q: 24 clusters Score -1.559846e+08 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 236980 members 
Mstep: Class 2 contains 15830 members 
Mstep: Class 3 contains 7054 members 
Mstep: Class 4 contains 23533 members 
Mstep: Class 5 contains 16282 members 
Mstep: Class 6 contains 36592 members 
Mstep: Class 7 contains 18868 members 
Mstep: Class 8 contains 150833 members 
Mstep: Class 9 contains 4475 members 
Mstep: Class 10 contains 169323 members 
Mstep: Class 11 contains 258067 members 
Mstep: Class 13 contains 6349 members 
Mstep: Class 14 contains 54915 members 
Mstep: Class 15 contains 96211 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 17 contains 41039 members 
Mstep: Class 18 contains 52090 members 
Mstep: Class 19 contains 4819 members 
Mstep: Class 20 contains 18370 members 
Mstep: Class 21 contains 8511 members 
Mstep: Class 22 contains 61277 members 
Mstep: Class 23 contains 9965 members 
Mstep: Class 24 contains 48752 members 
Entering Unmasked Estep 
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Iteration 32Q: 24 clusters Score -1.559851e+08 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 236685 members 
Mstep: Class 2 contains 16173 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 23564 members 
Mstep: Class 5 contains 16047 members 
Mstep: Class 6 contains 36454 members 
Mstep: Class 7 contains 18864 members 
Mstep: Class 8 contains 151038 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 170217 members 
Mstep: Class 11 contains 257942 members 
Mstep: Class 13 contains 6360 members 
Mstep: Class 14 contains 54748 members 
Mstep: Class 15 contains 96217 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 40311 members 
Mstep: Class 18 contains 52187 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 18264 members 
Mstep: Class 21 contains 8575 members 
Mstep: Class 22 contains 61488 members 
Mstep: Class 23 contains 10144 members 
Mstep: Class 24 contains 48409 members 
Entering Unmasked Estep 
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Iteration 33Q: 24 clusters Score -1.559865e+08 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 236426 members 
Mstep: Class 2 contains 16503 members 
Mstep: Class 3 contains 7038 members 
Mstep: Class 4 contains 23596 members 
Mstep: Class 5 contains 15836 members 
Mstep: Class 6 contains 36351 members 
Mstep: Class 7 contains 18892 members 
Mstep: Class 8 contains 151236 members 
Mstep: Class 9 contains 4510 members 
Mstep: Class 10 contains 170892 members 
Mstep: Class 11 contains 257872 members 
Mstep: Class 13 contains 6354 members 
Mstep: Class 14 contains 54631 members 
Mstep: Class 15 contains 96230 members 
Mstep: Class 16 contains 5771 members 
Mstep: Class 17 contains 39766 members 
Mstep: Class 18 contains 52271 members 
Mstep: Class 19 contains 4939 members 
Mstep: Class 20 contains 18109 members 
Mstep: Class 21 contains 8628 members 
Mstep: Class 22 contains 61667 members 
Mstep: Class 23 contains 10318 members 
Mstep: Class 24 contains 48074 members 
Entering Unmasked Estep 
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Iteration 34Q: 24 clusters Score -1.55988e+08 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 236096 members 
Mstep: Class 2 contains 16852 members 
Mstep: Class 3 contains 7030 members 
Mstep: Class 4 contains 23618 members 
Mstep: Class 5 contains 15668 members 
Mstep: Class 6 contains 36262 members 
Mstep: Class 7 contains 18909 members 
Mstep: Class 8 contains 151406 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 171487 members 
Mstep: Class 11 contains 257869 members 
Mstep: Class 13 contains 6352 members 
Mstep: Class 14 contains 54540 members 
Mstep: Class 15 contains 96235 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 39283 members 
Mstep: Class 18 contains 52319 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 17926 members 
Mstep: Class 21 contains 8673 members 
Mstep: Class 22 contains 61781 members 
Mstep: Class 23 contains 10516 members 
Mstep: Class 24 contains 47787 members 
Entering Unmasked Estep 
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Iteration 35Q: 24 clusters Score -1.559891e+08 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 235808 members 
Mstep: Class 2 contains 17122 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 23626 members 
Mstep: Class 5 contains 15504 members 
Mstep: Class 6 contains 36189 members 
Mstep: Class 7 contains 18911 members 
Mstep: Class 8 contains 151532 members 
Mstep: Class 9 contains 4547 members 
Mstep: Class 10 contains 172129 members 
Mstep: Class 11 contains 257892 members 
Mstep: Class 13 contains 6354 members 
Mstep: Class 14 contains 54462 members 
Mstep: Class 15 contains 96239 members 
Mstep: Class 16 contains 5770 members 
Mstep: Class 17 contains 38846 members 
Mstep: Class 18 contains 52345 members 
Mstep: Class 19 contains 5045 members 
Mstep: Class 20 contains 17725 members 
Mstep: Class 21 contains 8706 members 
Mstep: Class 22 contains 61921 members 
Mstep: Class 23 contains 10677 members 
Mstep: Class 24 contains 47542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155991456.000000 Penalty: 80498.257812
Iteration 36Q: 24 clusters Score -1.559915e+08 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 235523 members 
Mstep: Class 2 contains 17324 members 
Mstep: Class 3 contains 7015 members 
Mstep: Class 4 contains 23636 members 
Mstep: Class 5 contains 15348 members 
Mstep: Class 6 contains 36125 members 
Mstep: Class 7 contains 18923 members 
Mstep: Class 8 contains 151650 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 172658 members 
Mstep: Class 11 contains 257941 members 
Mstep: Class 13 contains 6352 members 
Mstep: Class 14 contains 54424 members 
Mstep: Class 15 contains 96243 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 38508 members 
Mstep: Class 18 contains 52361 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 17509 members 
Mstep: Class 21 contains 8737 members 
Mstep: Class 22 contains 62043 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 47327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155992848.000000 Penalty: 80498.257812
Iteration 37Q: 24 clusters Score -1.559928e+08 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 235272 members 
Mstep: Class 2 contains 17479 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 23638 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 36069 members 
Mstep: Class 7 contains 18903 members 
Mstep: Class 8 contains 151747 members 
Mstep: Class 9 contains 4547 members 
Mstep: Class 10 contains 173123 members 
Mstep: Class 11 contains 257979 members 
Mstep: Class 13 contains 6355 members 
Mstep: Class 14 contains 54417 members 
Mstep: Class 15 contains 96226 members 
Mstep: Class 16 contains 5770 members 
Mstep: Class 17 contains 38331 members 
Mstep: Class 18 contains 52373 members 
Mstep: Class 19 contains 5147 members 
Mstep: Class 20 contains 17275 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 62147 members 
Mstep: Class 23 contains 11027 members 
Mstep: Class 24 contains 47114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155994512.000000 Penalty: 80498.257812
Iteration 38Q: 24 clusters Score -1.559945e+08 nChanged 5691
Entering ConstructFrom: 
Score: -155994512.000000 Penalty: 80498.257812
Entering ConstructFrom: 
Trying to split cluster 1 (235060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235060 members 
Entering Unmasked Estep 
Score: -27772376.000000 Penalty: 3067.163818
	Iteration 0F: 2 clusters Score -2.777238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117385 members 
Mstep: Class 2 contains 117675 members 
Entering Unmasked Estep 
Score: -27630682.000000 Penalty: 6134.327637
	Iteration 0F: 3 clusters Score -2.763068e+07 nChanged 113489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115842 members 
Mstep: Class 2 contains 119218 members 
Entering Unmasked Estep 
Score: -27697694.000000 Penalty: 6134.327637
	Iteration 1F: 3 clusters Score -2.769769e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115011 members 
Mstep: Class 2 contains 120049 members 
Entering Unmasked Estep 
Score: -27699236.000000 Penalty: 6134.327637
	Iteration 2Q: 3 clusters Score -2.769924e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113742 members 
Mstep: Class 2 contains 121318 members 
Entering Unmasked Estep 
Score: -27701086.000000 Penalty: 6134.327637
	Iteration 3Q: 3 clusters Score -2.770109e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111846 members 
Mstep: Class 2 contains 123214 members 
Entering Unmasked Estep 
Score: -27703418.000000 Penalty: 6134.327637
	Iteration 4Q: 3 clusters Score -2.770342e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108973 members 
Mstep: Class 2 contains 126087 members 
Entering Unmasked Estep 
Score: -27706144.000000 Penalty: 6134.327637
	Iteration 5Q: 3 clusters Score -2.770614e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104904 members 
Mstep: Class 2 contains 130156 members 
Entering Unmasked Estep 
Score: -27709576.000000 Penalty: 6134.327637
	Iteration 6Q: 3 clusters Score -2.770958e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 136134 members 
Entering Unmasked Estep 
Score: -27713718.000000 Penalty: 6134.327637
	Iteration 7Q: 3 clusters Score -2.771372e+07 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90926 members 
Mstep: Class 2 contains 144134 members 
Entering Unmasked Estep 
Score: -27719830.000000 Penalty: 6134.327637
	Iteration 8Q: 3 clusters Score -2.771983e+07 nChanged 12757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 154225 members 
Entering Unmasked Estep 
Score: -27727170.000000 Penalty: 6134.327637
	Iteration 9F: 3 clusters Score -2.772717e+07 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69139 members 
Mstep: Class 2 contains 165921 members 
Entering Unmasked Estep 
Score: -27735860.000000 Penalty: 6134.327637
	Iteration 10F: 3 clusters Score -2.773586e+07 nChanged 13370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 177085 members 
Entering Unmasked Estep 
Score: -27744186.000000 Penalty: 6134.327637
	Iteration 11F: 3 clusters Score -2.774419e+07 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 186603 members 
Entering Unmasked Estep 
Score: -27750932.000000 Penalty: 6134.327637
	Iteration 12Q: 3 clusters Score -2.775093e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 193704 members 
Entering Unmasked Estep 
Score: -27755026.000000 Penalty: 6134.327637
	Iteration 13Q: 3 clusters Score -2.775503e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 198702 members 
Entering Unmasked Estep 
Score: -27757232.000000 Penalty: 6134.327637
	Iteration 14Q: 3 clusters Score -2.775723e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 202507 members 
Entering Unmasked Estep 
Score: -27758630.000000 Penalty: 6134.327637
	Iteration 15Q: 3 clusters Score -2.775863e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 205559 members 
Entering Unmasked Estep 
Score: -27759238.000000 Penalty: 6134.327637
	Iteration 16Q: 3 clusters Score -2.775924e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 208272 members 
Entering Unmasked Estep 
Score: -27760184.000000 Penalty: 6134.327637
	Iteration 17Q: 3 clusters Score -2.776018e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 210798 members 
Entering Unmasked Estep 
Score: -27761068.000000 Penalty: 6134.327637
	Iteration 18Q: 3 clusters Score -2.776107e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 213079 members 
Entering Unmasked Estep 
Score: -27761968.000000 Penalty: 6134.327637
	Iteration 19Q: 3 clusters Score -2.776197e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 215172 members 
Entering Unmasked Estep 
Score: -27762844.000000 Penalty: 6134.327637
	Iteration 20F: 3 clusters Score -2.776284e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 217144 members 
Entering Unmasked Estep 
Score: -27763516.000000 Penalty: 6134.327637
	Iteration 21Q: 3 clusters Score -2.776352e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 219009 members 
Entering Unmasked Estep 
Score: -27764286.000000 Penalty: 6134.327637
	Iteration 22Q: 3 clusters Score -2.776429e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 220705 members 
Entering Unmasked Estep 
Score: -27765126.000000 Penalty: 6134.327637
	Iteration 23Q: 3 clusters Score -2.776513e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 222289 members 
Entering Unmasked Estep 
Score: -27765938.000000 Penalty: 6134.327637
	Iteration 24Q: 3 clusters Score -2.776594e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 223664 members 
Entering Unmasked Estep 
Score: -27766564.000000 Penalty: 6134.327637
	Iteration 25Q: 3 clusters Score -2.776656e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 224898 members 
Entering Unmasked Estep 
Score: -27767166.000000 Penalty: 6134.327637
	Iteration 26Q: 3 clusters Score -2.776717e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 225996 members 
Entering Unmasked Estep 
Score: -27767722.000000 Penalty: 6134.327637
	Iteration 27Q: 3 clusters Score -2.776772e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 226927 members 
Entering Unmasked Estep 
Score: -27768320.000000 Penalty: 6134.327637
	Iteration 28Q: 3 clusters Score -2.776832e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 227697 members 
Entering Unmasked Estep 
Score: -27768836.000000 Penalty: 6134.327637
	Iteration 29Q: 3 clusters Score -2.776884e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 228399 members 
Entering Unmasked Estep 
Score: -27769448.000000 Penalty: 6134.327637
	Iteration 30Q: 3 clusters Score -2.776945e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 228956 members 
Entering Unmasked Estep 
Score: -27769922.000000 Penalty: 6134.327637
	Iteration 31Q: 3 clusters Score -2.776992e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 229412 members 
Entering Unmasked Estep 
Score: -27770294.000000 Penalty: 6134.327637
	Iteration 32Q: 3 clusters Score -2.777029e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 229767 members 
Entering Unmasked Estep 
Score: -27770576.000000 Penalty: 6134.327637
	Iteration 33Q: 3 clusters Score -2.777058e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 230038 members 
Entering Unmasked Estep 
Score: -27770762.000000 Penalty: 6134.327637
	Iteration 34Q: 3 clusters Score -2.777076e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 230288 members 
Entering Unmasked Estep 
Score: -27770950.000000 Penalty: 6134.327637
	Iteration 35Q: 3 clusters Score -2.777095e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 230479 members 
Entering Unmasked Estep 
Score: -27771048.000000 Penalty: 6134.327637
	Iteration 36Q: 3 clusters Score -2.777105e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 230623 members 
Entering Unmasked Estep 
Score: -27771142.000000 Penalty: 6134.327637
	Iteration 37Q: 3 clusters Score -2.777114e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 230741 members 
Entering Unmasked Estep 
Score: -27771198.000000 Penalty: 6134.327637
	Iteration 38Q: 3 clusters Score -2.77712e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 230849 members 
Entering Unmasked Estep 
Score: -27771212.000000 Penalty: 6134.327637
	Iteration 39Q: 3 clusters Score -2.777121e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 230950 members 
Entering Unmasked Estep 
Score: -27771214.000000 Penalty: 6134.327637
	Iteration 40F: 3 clusters Score -2.777121e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 231026 members 
Entering Unmasked Estep 
Score: -27771264.000000 Penalty: 6134.327637
	Iteration 41Q: 3 clusters Score -2.777126e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 231091 members 
Entering Unmasked Estep 
Score: -27771292.000000 Penalty: 6134.327637
	Iteration 42Q: 3 clusters Score -2.777129e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 231146 members 
Entering Unmasked Estep 
Score: -27771324.000000 Penalty: 6134.327637
	Iteration 43Q: 3 clusters Score -2.777132e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 231178 members 
Entering Unmasked Estep 
Score: -27771304.000000 Penalty: 6134.327637
	Iteration 44Q: 3 clusters Score -2.77713e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 231215 members 
Entering Unmasked Estep 
Score: -27771338.000000 Penalty: 6134.327637
	Iteration 45Q: 3 clusters Score -2.777134e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 231241 members 
Entering Unmasked Estep 
Score: -27771304.000000 Penalty: 6134.327637
	Iteration 46Q: 3 clusters Score -2.77713e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 231262 members 
Entering Unmasked Estep 
Score: -27771280.000000 Penalty: 6134.327637
	Iteration 47Q: 3 clusters Score -2.777128e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 231283 members 
Entering Unmasked Estep 
Score: -27771282.000000 Penalty: 6134.327637
	Iteration 48Q: 3 clusters Score -2.777128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 231297 members 
Entering Unmasked Estep 
Score: -27771312.000000 Penalty: 6134.327637
	Iteration 49Q: 3 clusters Score -2.777131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 231318 members 
Entering Unmasked Estep 
Score: -27771290.000000 Penalty: 6134.327637
	Iteration 50Q: 3 clusters Score -2.777129e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 231342 members 
Entering Unmasked Estep 
Score: -27771302.000000 Penalty: 6134.327637
	Iteration 51Q: 3 clusters Score -2.77713e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 231364 members 
Entering Unmasked Estep 
Score: -27771332.000000 Penalty: 6134.327637
	Iteration 52Q: 3 clusters Score -2.777133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 231383 members 
Entering Unmasked Estep 
Score: -27771302.000000 Penalty: 6134.327637
	Iteration 53Q: 3 clusters Score -2.77713e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 231404 members 
Entering Unmasked Estep 
Score: -27771280.000000 Penalty: 6134.327637
	Iteration 54Q: 3 clusters Score -2.777128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 231418 members 
Entering Unmasked Estep 
Score: -27771320.000000 Penalty: 6134.327637
	Iteration 55Q: 3 clusters Score -2.777132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 231425 members 
Entering Unmasked Estep 
Score: -27771328.000000 Penalty: 6134.327637
	Iteration 56Q: 3 clusters Score -2.777133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 231432 members 
Entering Unmasked Estep 
Score: -27771338.000000 Penalty: 6134.327637
	Iteration 57Q: 3 clusters Score -2.777134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 231439 members 
Entering Unmasked Estep 
Score: -27771306.000000 Penalty: 6134.327637
	Iteration 58Q: 3 clusters Score -2.777131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 231444 members 
Entering Unmasked Estep 
Score: -27771300.000000 Penalty: 6134.327637
	Iteration 59Q: 3 clusters Score -2.77713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 231449 members 
Entering Unmasked Estep 
Score: -27771304.000000 Penalty: 6134.327637
	Iteration 60F: 3 clusters Score -2.77713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 231454 members 
Entering Unmasked Estep 
Score: -27771314.000000 Penalty: 6134.327637
	Iteration 61Q: 3 clusters Score -2.777131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 231458 members 
Entering Unmasked Estep 
Score: -27771302.000000 Penalty: 6134.327637
	Iteration 62Q: 3 clusters Score -2.77713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 231461 members 
Entering Unmasked Estep 
Score: -27771304.000000 Penalty: 6134.327637
	Iteration 63Q: 3 clusters Score -2.77713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 231466 members 
Entering Unmasked Estep 
Score: -27771322.000000 Penalty: 6134.327637
	Iteration 64Q: 3 clusters Score -2.777132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 231473 members 
Entering Unmasked Estep 
Score: -27771312.000000 Penalty: 6134.327637
	Iteration 65Q: 3 clusters Score -2.777131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 231485 members 
Entering Unmasked Estep 
Score: -27771322.000000 Penalty: 6134.327637
	Iteration 66Q: 3 clusters Score -2.777132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 231490 members 
Entering Unmasked Estep 
Score: -27771338.000000 Penalty: 6134.327637
	Iteration 67Q: 3 clusters Score -2.777134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 231493 members 
Entering Unmasked Estep 
Score: -27771346.000000 Penalty: 6134.327637
	Iteration 68Q: 3 clusters Score -2.777135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 231499 members 
Entering Unmasked Estep 
Score: -27771334.000000 Penalty: 6134.327637
	Iteration 69Q: 3 clusters Score -2.777133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 231503 members 
Entering Unmasked Estep 
Score: -27771344.000000 Penalty: 6134.327637
	Iteration 70Q: 3 clusters Score -2.777134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 231505 members 
Entering Unmasked Estep 
Score: -27771354.000000 Penalty: 6134.327637
	Iteration 71Q: 3 clusters Score -2.777135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 231510 members 
Entering Unmasked Estep 
Score: -27771340.000000 Penalty: 6134.327637
	Iteration 72Q: 3 clusters Score -2.777134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 231514 members 
Entering Unmasked Estep 
Score: -27771350.000000 Penalty: 6134.327637
	Iteration 73Q: 3 clusters Score -2.777135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 231521 members 
Entering Unmasked Estep 
Score: -27771346.000000 Penalty: 6134.327637
	Iteration 74Q: 3 clusters Score -2.777135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 231527 members 
Entering Unmasked Estep 
Score: -27771338.000000 Penalty: 6134.327637
	Iteration 75Q: 3 clusters Score -2.777134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 231530 members 
Entering Unmasked Estep 
Score: -27771342.000000 Penalty: 6134.327637
	Iteration 76Q: 3 clusters Score -2.777134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 231536 members 
Entering Unmasked Estep 
Score: -27771352.000000 Penalty: 6134.327637
	Iteration 77Q: 3 clusters Score -2.777135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 231534 members 
Entering Unmasked Estep 
Score: -27771350.000000 Penalty: 6134.327637
	Iteration 78Q: 3 clusters Score -2.777135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 231533 members 
Entering Unmasked Estep 
Score: -27771350.000000 Penalty: 6134.327637
	Iteration 79Q: 3 clusters Score -2.777135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 231534 members 
Entering Unmasked Estep 
Score: -27771352.000000 Penalty: 6134.327637
	Iteration 80F: 3 clusters Score -2.777135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 231538 members 
Entering Unmasked Estep 
Score: -27771340.000000 Penalty: 6134.327637
	Iteration 81Q: 3 clusters Score -2.777134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 231544 members 
Entering Unmasked Estep 
Score: -27771340.000000 Penalty: 6134.327637
	Iteration 82Q: 3 clusters Score -2.777134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 231553 members 
Entering Unmasked Estep 
Score: -27771334.000000 Penalty: 6134.327637
	Iteration 83Q: 3 clusters Score -2.777133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 231557 members 
Entering Unmasked Estep 
Score: -27771348.000000 Penalty: 6134.327637
	Iteration 84Q: 3 clusters Score -2.777135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 231565 members 
Entering Unmasked Estep 
Score: -27771330.000000 Penalty: 6134.327637
	Iteration 85Q: 3 clusters Score -2.777133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 231570 members 
Entering Unmasked Estep 
Score: -27771324.000000 Penalty: 6134.327637
	Iteration 86Q: 3 clusters Score -2.777132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 231582 members 
Entering Unmasked Estep 
Score: -27771320.000000 Penalty: 6134.327637
	Iteration 87Q: 3 clusters Score -2.777132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 231594 members 
Entering Unmasked Estep 
Score: -27771312.000000 Penalty: 6134.327637
	Iteration 88Q: 3 clusters Score -2.777131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 231609 members 
Entering Unmasked Estep 
Score: -27771310.000000 Penalty: 6134.327637
	Iteration 89Q: 3 clusters Score -2.777131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 231616 members 
Entering Unmasked Estep 
Score: -27771308.000000 Penalty: 6134.327637
	Iteration 90Q: 3 clusters Score -2.777131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 231628 members 
Entering Unmasked Estep 
Score: -27771298.000000 Penalty: 6134.327637
	Iteration 91Q: 3 clusters Score -2.77713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 231641 members 
Entering Unmasked Estep 
Score: -27771328.000000 Penalty: 6134.327637
	Iteration 92Q: 3 clusters Score -2.777133e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 231652 members 
Entering Unmasked Estep 
Score: -27771334.000000 Penalty: 6134.327637
	Iteration 93Q: 3 clusters Score -2.777133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 231659 members 
Entering Unmasked Estep 
Score: -27771348.000000 Penalty: 6134.327637
	Iteration 94Q: 3 clusters Score -2.777135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 231665 members 
Entering Unmasked Estep 
Score: -27771334.000000 Penalty: 6134.327637
	Iteration 95Q: 3 clusters Score -2.777133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 231669 members 
Entering Unmasked Estep 
Score: -27771328.000000 Penalty: 6134.327637
	Iteration 96Q: 3 clusters Score -2.777133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 231669 members 
Entering Unmasked Estep 
Score: -27771326.000000 Penalty: 6134.327637
	Iteration 97Q: 3 clusters Score -2.777133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 231670 members 
Entering Unmasked Estep 
Score: -27771326.000000 Penalty: 6134.327637
	Iteration 98Q: 3 clusters Score -2.777133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 231672 members 
Entering Unmasked Estep 
Score: -27771312.000000 Penalty: 6134.327637
	Iteration 99Q: 3 clusters Score -2.777131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 231672 members 
Entering Unmasked Estep 
Score: -27771312.000000 Penalty: 6134.327637
	Iteration 100F: 3 clusters Score -2.777131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Entering Unmasked Estep 
Score: -2159033.500000 Penalty: 2424.460693
	Iteration 0F: 2 clusters Score -2159034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2146446.250000 Penalty: 4848.921387
	Iteration 0F: 3 clusters Score -2146446 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2150617.250000 Penalty: 4848.921387
	Iteration 1F: 3 clusters Score -2150617 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2150949.750000 Penalty: 4848.921387
	Iteration 2F: 3 clusters Score -2150950 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2151184.750000 Penalty: 4848.921387
	Iteration 3Q: 3 clusters Score -2151185 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2151387.500000 Penalty: 4848.921387
	Iteration 4Q: 3 clusters Score -2151388 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2151569.000000 Penalty: 4848.921387
	Iteration 5Q: 3 clusters Score -2151569 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2151782.250000 Penalty: 4848.921387
	Iteration 6Q: 3 clusters Score -2151782 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2152047.500000 Penalty: 4848.921387
	Iteration 7Q: 3 clusters Score -2152048 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2152361.750000 Penalty: 4848.921387
	Iteration 8Q: 3 clusters Score -2152362 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2152800.500000 Penalty: 4848.921387
	Iteration 9Q: 3 clusters Score -2152800 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2153404.000000 Penalty: 4848.921387
	Iteration 10F: 3 clusters Score -2153404 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2154108.500000 Penalty: 4848.921387
	Iteration 11F: 3 clusters Score -2154108 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2154817.500000 Penalty: 4848.921387
	Iteration 12F: 3 clusters Score -2154818 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2155456.750000 Penalty: 4848.921387
	Iteration 13Q: 3 clusters Score -2155457 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2155987.500000 Penalty: 4848.921387
	Iteration 14Q: 3 clusters Score -2155988 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2156333.750000 Penalty: 4848.921387
	Iteration 15Q: 3 clusters Score -2156334 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2156556.500000 Penalty: 4848.921387
	Iteration 16Q: 3 clusters Score -2156556 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2156697.250000 Penalty: 4848.921387
	Iteration 17Q: 3 clusters Score -2156697 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2156769.750000 Penalty: 4848.921387
	Iteration 18Q: 3 clusters Score -2156770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2156820.000000 Penalty: 4848.921387
	Iteration 19Q: 3 clusters Score -2156820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2156865.500000 Penalty: 4848.921387
	Iteration 20F: 3 clusters Score -2156866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2156903.750000 Penalty: 4848.921387
	Iteration 21Q: 3 clusters Score -2156904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2156938.000000 Penalty: 4848.921387
	Iteration 22Q: 3 clusters Score -2156938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2156965.000000 Penalty: 4848.921387
	Iteration 23Q: 3 clusters Score -2156965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2156971.750000 Penalty: 4848.921387
	Iteration 24Q: 3 clusters Score -2156972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2156976.000000 Penalty: 4848.921387
	Iteration 25Q: 3 clusters Score -2156976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2156979.250000 Penalty: 4848.921387
	Iteration 26Q: 3 clusters Score -2156979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2156982.500000 Penalty: 4848.921387
	Iteration 27Q: 3 clusters Score -2156982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2156983.000000 Penalty: 4848.921387
	Iteration 28Q: 3 clusters Score -2156983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2156988.000000 Penalty: 4848.921387
	Iteration 29Q: 3 clusters Score -2156988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2156988.000000 Penalty: 4848.921387
	Iteration 30F: 3 clusters Score -2156988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Entering Unmasked Estep 
Score: -821758.500000 Penalty: 2195.354492
	Iteration 0F: 2 clusters Score -821758.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -815935.062500 Penalty: 4390.708984
	Iteration 0F: 3 clusters Score -815935.1 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -817418.687500 Penalty: 4390.708984
	Iteration 1F: 3 clusters Score -817418.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -817685.625000 Penalty: 4390.708984
	Iteration 2F: 3 clusters Score -817685.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -817873.312500 Penalty: 4390.708984
	Iteration 3F: 3 clusters Score -817873.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -818010.687500 Penalty: 4390.708984
	Iteration 4Q: 3 clusters Score -818010.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -818120.375000 Penalty: 4390.708984
	Iteration 5Q: 3 clusters Score -818120.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -818216.437500 Penalty: 4390.708984
	Iteration 6Q: 3 clusters Score -818216.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -818299.062500 Penalty: 4390.708984
	Iteration 7Q: 3 clusters Score -818299.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -818369.750000 Penalty: 4390.708984
	Iteration 8Q: 3 clusters Score -818369.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -818429.625000 Penalty: 4390.708984
	Iteration 9Q: 3 clusters Score -818429.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -818481.062500 Penalty: 4390.708984
	Iteration 10Q: 3 clusters Score -818481.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -818527.062500 Penalty: 4390.708984
	Iteration 11Q: 3 clusters Score -818527.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -818559.687500 Penalty: 4390.708984
	Iteration 12Q: 3 clusters Score -818559.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -818591.125000 Penalty: 4390.708984
	Iteration 13Q: 3 clusters Score -818591.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -818639.125000 Penalty: 4390.708984
	Iteration 14Q: 3 clusters Score -818639.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -818678.937500 Penalty: 4390.708984
	Iteration 15Q: 3 clusters Score -818678.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -818730.312500 Penalty: 4390.708984
	Iteration 16Q: 3 clusters Score -818730.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -818777.062500 Penalty: 4390.708984
	Iteration 17Q: 3 clusters Score -818777.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -818835.500000 Penalty: 4390.708984
	Iteration 18Q: 3 clusters Score -818835.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -818905.437500 Penalty: 4390.708984
	Iteration 19Q: 3 clusters Score -818905.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -818989.937500 Penalty: 4390.708984
	Iteration 20F: 3 clusters Score -818989.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -819075.750000 Penalty: 4390.708984
	Iteration 21Q: 3 clusters Score -819075.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -819166.562500 Penalty: 4390.708984
	Iteration 22Q: 3 clusters Score -819166.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -819250.812500 Penalty: 4390.708984
	Iteration 23Q: 3 clusters Score -819250.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -819326.500000 Penalty: 4390.708984
	Iteration 24Q: 3 clusters Score -819326.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -819407.937500 Penalty: 4390.708984
	Iteration 25Q: 3 clusters Score -819407.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -819474.250000 Penalty: 4390.708984
	Iteration 26Q: 3 clusters Score -819474.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -819522.375000 Penalty: 4390.708984
	Iteration 27Q: 3 clusters Score -819522.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -819572.875000 Penalty: 4390.708984
	Iteration 28Q: 3 clusters Score -819572.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -819614.062500 Penalty: 4390.708984
	Iteration 29Q: 3 clusters Score -819614.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -819652.187500 Penalty: 4390.708984
	Iteration 30Q: 3 clusters Score -819652.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -819687.375000 Penalty: 4390.708984
	Iteration 31Q: 3 clusters Score -819687.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -819721.312500 Penalty: 4390.708984
	Iteration 32Q: 3 clusters Score -819721.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -819749.562500 Penalty: 4390.708984
	Iteration 33Q: 3 clusters Score -819749.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -819774.437500 Penalty: 4390.708984
	Iteration 34Q: 3 clusters Score -819774.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -819788.437500 Penalty: 4390.708984
	Iteration 35Q: 3 clusters Score -819788.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -819802.187500 Penalty: 4390.708984
	Iteration 36Q: 3 clusters Score -819802.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -819809.000000 Penalty: 4390.708984
	Iteration 37Q: 3 clusters Score -819809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -819819.937500 Penalty: 4390.708984
	Iteration 38Q: 3 clusters Score -819819.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -819830.750000 Penalty: 4390.708984
	Iteration 39Q: 3 clusters Score -819830.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -819839.000000 Penalty: 4390.708984
	Iteration 40F: 3 clusters Score -819839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -819847.062500 Penalty: 4390.708984
	Iteration 41Q: 3 clusters Score -819847.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -819855.000000 Penalty: 4390.708984
	Iteration 42Q: 3 clusters Score -819855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -819861.125000 Penalty: 4390.708984
	Iteration 43Q: 3 clusters Score -819861.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -819865.937500 Penalty: 4390.708984
	Iteration 44Q: 3 clusters Score -819865.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -819872.812500 Penalty: 4390.708984
	Iteration 45Q: 3 clusters Score -819872.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -819881.500000 Penalty: 4390.708984
	Iteration 46Q: 3 clusters Score -819881.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -819886.500000 Penalty: 4390.708984
	Iteration 47Q: 3 clusters Score -819886.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -819891.375000 Penalty: 4390.708984
	Iteration 48Q: 3 clusters Score -819891.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -819902.250000 Penalty: 4390.708984
	Iteration 49Q: 3 clusters Score -819902.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -819912.312500 Penalty: 4390.708984
	Iteration 50Q: 3 clusters Score -819912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -819912.875000 Penalty: 4390.708984
	Iteration 51Q: 3 clusters Score -819912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -819914.625000 Penalty: 4390.708984
	Iteration 52Q: 3 clusters Score -819914.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -819915.312500 Penalty: 4390.708984
	Iteration 53Q: 3 clusters Score -819915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -819915.312500 Penalty: 4390.708984
	Iteration 54F: 3 clusters Score -819915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Entering Unmasked Estep 
Score: -2757008.500000 Penalty: 2497.490479
	Iteration 0F: 2 clusters Score -2757008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2740540.750000 Penalty: 4994.980957
	Iteration 0F: 3 clusters Score -2740541 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2746555.250000 Penalty: 4994.980957
	Iteration 1F: 3 clusters Score -2746555 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2747354.750000 Penalty: 4994.980957
	Iteration 2F: 3 clusters Score -2747355 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2748515.000000 Penalty: 4994.980957
	Iteration 3F: 3 clusters Score -2748515 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2749866.250000 Penalty: 4994.980957
	Iteration 4F: 3 clusters Score -2749866 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2751099.500000 Penalty: 4994.980957
	Iteration 5F: 3 clusters Score -2751100 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2752107.500000 Penalty: 4994.980957
	Iteration 6F: 3 clusters Score -2752108 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2752860.000000 Penalty: 4994.980957
	Iteration 7F: 3 clusters Score -2752860 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2753434.750000 Penalty: 4994.980957
	Iteration 8Q: 3 clusters Score -2753435 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2753857.500000 Penalty: 4994.980957
	Iteration 9Q: 3 clusters Score -2753858 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2754213.000000 Penalty: 4994.980957
	Iteration 10Q: 3 clusters Score -2754213 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2754530.250000 Penalty: 4994.980957
	Iteration 11Q: 3 clusters Score -2754530 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2754846.750000 Penalty: 4994.980957
	Iteration 12Q: 3 clusters Score -2754847 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2755147.750000 Penalty: 4994.980957
	Iteration 13Q: 3 clusters Score -2755148 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2755427.250000 Penalty: 4994.980957
	Iteration 14Q: 3 clusters Score -2755427 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2755732.750000 Penalty: 4994.980957
	Iteration 15Q: 3 clusters Score -2755733 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2755972.000000 Penalty: 4994.980957
	Iteration 16Q: 3 clusters Score -2755972 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2756232.500000 Penalty: 4994.980957
	Iteration 17Q: 3 clusters Score -2756232 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2756445.500000 Penalty: 4994.980957
	Iteration 18Q: 3 clusters Score -2756446 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2756633.500000 Penalty: 4994.980957
	Iteration 19Q: 3 clusters Score -2756634 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2756817.750000 Penalty: 4994.980957
	Iteration 20F: 3 clusters Score -2756818 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2757041.500000 Penalty: 4994.980957
	Iteration 21Q: 3 clusters Score -2757042 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2757218.750000 Penalty: 4994.980957
	Iteration 22Q: 3 clusters Score -2757219 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2757339.500000 Penalty: 4994.980957
	Iteration 23Q: 3 clusters Score -2757340 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2757450.000000 Penalty: 4994.980957
	Iteration 24Q: 3 clusters Score -2757450 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2757532.000000 Penalty: 4994.980957
	Iteration 25Q: 3 clusters Score -2757532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2757585.750000 Penalty: 4994.980957
	Iteration 26Q: 3 clusters Score -2757586 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2757612.750000 Penalty: 4994.980957
	Iteration 27Q: 3 clusters Score -2757613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2757640.000000 Penalty: 4994.980957
	Iteration 28Q: 3 clusters Score -2757640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2757667.750000 Penalty: 4994.980957
	Iteration 29Q: 3 clusters Score -2757668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2757675.250000 Penalty: 4994.980957
	Iteration 30Q: 3 clusters Score -2757675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2757684.500000 Penalty: 4994.980957
	Iteration 31Q: 3 clusters Score -2757684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2757694.000000 Penalty: 4994.980957
	Iteration 32Q: 3 clusters Score -2757694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2757706.500000 Penalty: 4994.980957
	Iteration 33Q: 3 clusters Score -2757706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2757720.250000 Penalty: 4994.980957
	Iteration 34Q: 3 clusters Score -2757720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2757729.000000 Penalty: 4994.980957
	Iteration 35Q: 3 clusters Score -2757729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2757733.500000 Penalty: 4994.980957
	Iteration 36Q: 3 clusters Score -2757734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2757744.000000 Penalty: 4994.980957
	Iteration 37Q: 3 clusters Score -2757744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2757754.000000 Penalty: 4994.980957
	Iteration 38Q: 3 clusters Score -2757754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2757754.250000 Penalty: 4994.980957
	Iteration 39Q: 3 clusters Score -2757754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2757759.000000 Penalty: 4994.980957
	Iteration 40F: 3 clusters Score -2757759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2757761.250000 Penalty: 4994.980957
	Iteration 41Q: 3 clusters Score -2757761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2757762.000000 Penalty: 4994.980957
	Iteration 42Q: 3 clusters Score -2757762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2757768.500000 Penalty: 4994.980957
	Iteration 43Q: 3 clusters Score -2757768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2757764.750000 Penalty: 4994.980957
	Iteration 44Q: 3 clusters Score -2757765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2757768.000000 Penalty: 4994.980957
	Iteration 45Q: 3 clusters Score -2757768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2757765.500000 Penalty: 4994.980957
	Iteration 46Q: 3 clusters Score -2757766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2757766.500000 Penalty: 4994.980957
	Iteration 47Q: 3 clusters Score -2757766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2757768.250000 Penalty: 4994.980957
	Iteration 48Q: 3 clusters Score -2757768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2757768.750000 Penalty: 4994.980957
	Iteration 49Q: 3 clusters Score -2757769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2757770.250000 Penalty: 4994.980957
	Iteration 50Q: 3 clusters Score -2757770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2757766.500000 Penalty: 4994.980957
	Iteration 51Q: 3 clusters Score -2757766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2757763.250000 Penalty: 4994.980957
	Iteration 52Q: 3 clusters Score -2757763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2757765.500000 Penalty: 4994.980957
	Iteration 53Q: 3 clusters Score -2757766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2757764.250000 Penalty: 4994.980957
	Iteration 54Q: 3 clusters Score -2757764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2757770.000000 Penalty: 4994.980957
	Iteration 55Q: 3 clusters Score -2757770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2757770.000000 Penalty: 4994.980957
	Iteration 56F: 3 clusters Score -2757770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 235060 members 
Mstep: Class 2 contains 17607 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 21434 members 
Mstep: Class 5 contains 15038 members 
Mstep: Class 6 contains 35999 members 
Mstep: Class 7 contains 18884 members 
Mstep: Class 8 contains 151793 members 
Mstep: Class 9 contains 4554 members 
Mstep: Class 10 contains 173617 members 
Mstep: Class 11 contains 257950 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 6361 members 
Mstep: Class 14 contains 54382 members 
Mstep: Class 15 contains 96210 members 
Mstep: Class 16 contains 5770 members 
Mstep: Class 17 contains 38346 members 
Mstep: Class 18 contains 52344 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 17072 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 62269 members 
Mstep: Class 23 contains 11191 members 
Mstep: Class 24 contains 46898 members 
Entering Unmasked Estep 
Score: -155995008.000000 Penalty: 83998.187500
Splitting cluster 4 changes total score from -155994512.000000 to -155995008.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 5 (15038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Entering Unmasked Estep 
Score: -1748978.625000 Penalty: 2385.347168
	Iteration 0F: 2 clusters Score -1748979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1738047.500000 Penalty: 4770.694336
	Iteration 0F: 3 clusters Score -1738048 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1741582.000000 Penalty: 4770.694336
	Iteration 1F: 3 clusters Score -1741582 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1742039.875000 Penalty: 4770.694336
	Iteration 2F: 3 clusters Score -1742040 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1742466.000000 Penalty: 4770.694336
	Iteration 3F: 3 clusters Score -1742466 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1742911.125000 Penalty: 4770.694336
	Iteration 4F: 3 clusters Score -1742911 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1743452.500000 Penalty: 4770.694336
	Iteration 5F: 3 clusters Score -1743452 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1744104.250000 Penalty: 4770.694336
	Iteration 6F: 3 clusters Score -1744104 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1744857.375000 Penalty: 4770.694336
	Iteration 7F: 3 clusters Score -1744857 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1745622.125000 Penalty: 4770.694336
	Iteration 8F: 3 clusters Score -1745622 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1746234.250000 Penalty: 4770.694336
	Iteration 9F: 3 clusters Score -1746234 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1746665.750000 Penalty: 4770.694336
	Iteration 10Q: 3 clusters Score -1746666 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1746953.750000 Penalty: 4770.694336
	Iteration 11Q: 3 clusters Score -1746954 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1747105.875000 Penalty: 4770.694336
	Iteration 12Q: 3 clusters Score -1747106 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1747199.625000 Penalty: 4770.694336
	Iteration 13Q: 3 clusters Score -1747200 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1747258.500000 Penalty: 4770.694336
	Iteration 14Q: 3 clusters Score -1747258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1747308.375000 Penalty: 4770.694336
	Iteration 15Q: 3 clusters Score -1747308 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1747361.250000 Penalty: 4770.694336
	Iteration 16Q: 3 clusters Score -1747361 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1747402.125000 Penalty: 4770.694336
	Iteration 17Q: 3 clusters Score -1747402 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1747462.000000 Penalty: 4770.694336
	Iteration 18Q: 3 clusters Score -1747462 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1747519.625000 Penalty: 4770.694336
	Iteration 19Q: 3 clusters Score -1747520 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1747576.500000 Penalty: 4770.694336
	Iteration 20F: 3 clusters Score -1747576 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1747642.375000 Penalty: 4770.694336
	Iteration 21Q: 3 clusters Score -1747642 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1747717.750000 Penalty: 4770.694336
	Iteration 22Q: 3 clusters Score -1747718 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1747785 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1747857 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1747915.875000 Penalty: 4770.694336
	Iteration 25Q: 3 clusters Score -1747916 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1747974 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1748029.750000 Penalty: 4770.694336
	Iteration 27Q: 3 clusters Score -1748030 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1748068 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1748100.125000 Penalty: 4770.694336
	Iteration 29Q: 3 clusters Score -1748100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1748126.625000 Penalty: 4770.694336
	Iteration 30Q: 3 clusters Score -1748127 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1748144.375000 Penalty: 4770.694336
	Iteration 31Q: 3 clusters Score -1748144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1748158.250000 Penalty: 4770.694336
	Iteration 32Q: 3 clusters Score -1748158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1748165.875000 Penalty: 4770.694336
	Iteration 33Q: 3 clusters Score -1748166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1748167.750000 Penalty: 4770.694336
	Iteration 34Q: 3 clusters Score -1748168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1748171.000000 Penalty: 4770.694336
	Iteration 35Q: 3 clusters Score -1748171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1748179.500000 Penalty: 4770.694336
	Iteration 36Q: 3 clusters Score -1748180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1748173.250000 Penalty: 4770.694336
	Iteration 37Q: 3 clusters Score -1748173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1748179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1748181.875000 Penalty: 4770.694336
	Iteration 39Q: 3 clusters Score -1748182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1748189.000000 Penalty: 4770.694336
	Iteration 40F: 3 clusters Score -1748189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1748183.500000 Penalty: 4770.694336
	Iteration 41Q: 3 clusters Score -1748184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1748190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1748193.125000 Penalty: 4770.694336
	Iteration 43Q: 3 clusters Score -1748193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1748194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1748196.500000 Penalty: 4770.694336
	Iteration 45Q: 3 clusters Score -1748196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1748199.625000 Penalty: 4770.694336
	Iteration 46Q: 3 clusters Score -1748200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1748200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1748204.250000 Penalty: 4770.694336
	Iteration 48Q: 3 clusters Score -1748204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1748203.500000 Penalty: 4770.694336
	Iteration 49Q: 3 clusters Score -1748204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1748206.375000 Penalty: 4770.694336
	Iteration 50Q: 3 clusters Score -1748206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1748205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1748207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1748205.375000 Penalty: 4770.694336
	Iteration 53Q: 3 clusters Score -1748205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1748201.250000 Penalty: 4770.694336
	Iteration 54Q: 3 clusters Score -1748201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1748207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1748209.625000 Penalty: 4770.694336
	Iteration 56Q: 3 clusters Score -1748210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1748215.250000 Penalty: 4770.694336
	Iteration 57Q: 3 clusters Score -1748215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1748212.500000 Penalty: 4770.694336
	Iteration 58Q: 3 clusters Score -1748212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1748216.500000 Penalty: 4770.694336
	Iteration 59Q: 3 clusters Score -1748216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1748222.625000 Penalty: 4770.694336
	Iteration 60F: 3 clusters Score -1748223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1748231.875000 Penalty: 4770.694336
	Iteration 61Q: 3 clusters Score -1748232 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1748237.875000 Penalty: 4770.694336
	Iteration 62Q: 3 clusters Score -1748238 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1748231.875000 Penalty: 4770.694336
	Iteration 63Q: 3 clusters Score -1748232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1748239.375000 Penalty: 4770.694336
	Iteration 64Q: 3 clusters Score -1748239 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8822 members 
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Entering Unmasked Estep 
Score: -1748244.250000 Penalty: 4770.694336
	Iteration 65Q: 3 clusters Score -1748244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1748245 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1748248.625000 Penalty: 4770.694336
	Iteration 67Q: 3 clusters Score -1748249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1748250.250000 Penalty: 4770.694336
	Iteration 68Q: 3 clusters Score -1748250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1748264.625000 Penalty: 4770.694336
	Iteration 69Q: 3 clusters Score -1748265 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1748273.000000 Penalty: 4770.694336
	Iteration 70Q: 3 clusters Score -1748273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1748276.500000 Penalty: 4770.694336
	Iteration 71Q: 3 clusters Score -1748276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1748286.375000 Penalty: 4770.694336
	Iteration 72Q: 3 clusters Score -1748286 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1748306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1748326.250000 Penalty: 4770.694336
	Iteration 74Q: 3 clusters Score -1748326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1748337 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1748365 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1748400.500000 Penalty: 4770.694336
	Iteration 77Q: 3 clusters Score -1748400 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1748432.750000 Penalty: 4770.694336
	Iteration 78Q: 3 clusters Score -1748433 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1748476.000000 Penalty: 4770.694336
	Iteration 79Q: 3 clusters Score -1748476 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1748545.500000 Penalty: 4770.694336
	Iteration 80F: 3 clusters Score -1748546 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1748636 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1748780.625000 Penalty: 4770.694336
	Iteration 82Q: 3 clusters Score -1748781 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1748969 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1749190.375000 Penalty: 4770.694336
	Iteration 84Q: 3 clusters Score -1749190 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1749427 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1749599 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1749708 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1749761.125000 Penalty: 4770.694336
	Iteration 88Q: 3 clusters Score -1749761 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1749787 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1749800.000000 Penalty: 4770.694336
	Iteration 90Q: 3 clusters Score -1749800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1749809.375000 Penalty: 4770.694336
	Iteration 91Q: 3 clusters Score -1749809 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1749814.750000 Penalty: 4770.694336
	Iteration 92Q: 3 clusters Score -1749815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1749818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1749830.750000 Penalty: 4770.694336
	Iteration 94Q: 3 clusters Score -1749831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1749833.625000 Penalty: 4770.694336
	Iteration 95Q: 3 clusters Score -1749834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1749837.750000 Penalty: 4770.694336
	Iteration 96Q: 3 clusters Score -1749838 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1749841.625000 Penalty: 4770.694336
	Iteration 97Q: 3 clusters Score -1749842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1749839.250000 Penalty: 4770.694336
	Iteration 98Q: 3 clusters Score -1749839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1749839.250000 Penalty: 4770.694336
	Iteration 99Q: 3 clusters Score -1749839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1749845.750000 Penalty: 4770.694336
	Iteration 100F: 3 clusters Score -1749846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1749851.750000 Penalty: 4770.694336
	Iteration 101Q: 3 clusters Score -1749852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1749853.625000 Penalty: 4770.694336
	Iteration 102Q: 3 clusters Score -1749854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1749853.625000 Penalty: 4770.694336
	Iteration 103Q: 3 clusters Score -1749854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1749853.625000 Penalty: 4770.694336
	Iteration 104Q: 3 clusters Score -1749854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1749855.625000 Penalty: 4770.694336
	Iteration 105Q: 3 clusters Score -1749856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1749853.500000 Penalty: 4770.694336
	Iteration 106Q: 3 clusters Score -1749854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1749856.500000 Penalty: 4770.694336
	Iteration 107Q: 3 clusters Score -1749856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1749856.875000 Penalty: 4770.694336
	Iteration 108Q: 3 clusters Score -1749857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1749857.000000 Penalty: 4770.694336
	Iteration 109Q: 3 clusters Score -1749857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1749857.125000 Penalty: 4770.694336
	Iteration 110Q: 3 clusters Score -1749857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1749857.125000 Penalty: 4770.694336
	Iteration 111F: 3 clusters Score -1749857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 235060 members 
Mstep: Class 2 contains 17607 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 21434 members 
Mstep: Class 5 contains 5611 members 
Mstep: Class 6 contains 35999 members 
Mstep: Class 7 contains 18884 members 
Mstep: Class 8 contains 151793 members 
Mstep: Class 9 contains 4554 members 
Mstep: Class 10 contains 173617 members 
Mstep: Class 11 contains 257950 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 6361 members 
Mstep: Class 14 contains 54382 members 
Mstep: Class 15 contains 96210 members 
Mstep: Class 16 contains 5770 members 
Mstep: Class 17 contains 38346 members 
Mstep: Class 18 contains 52344 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 17072 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 62269 members 
Mstep: Class 23 contains 11191 members 
Mstep: Class 24 contains 46898 members 
Mstep: Class 25 contains 9427 members 
Entering Unmasked Estep 
Score: -155994976.000000 Penalty: 87498.109375
Splitting cluster 5 changes total score from -155994512.000000 to -155994976.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (35999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Entering Unmasked Estep 
Score: -4283514.000000 Penalty: 2601.829102
	Iteration 0F: 2 clusters Score -4283514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -4259208.500000 Penalty: 5203.658203
	Iteration 0F: 3 clusters Score -4259208 nChanged 16197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4268146.500000 Penalty: 5203.658203
	Iteration 1F: 3 clusters Score -4268146 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4268779.500000 Penalty: 5203.658203
	Iteration 2Q: 3 clusters Score -4268780 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -4269445.000000 Penalty: 5203.658203
	Iteration 3Q: 3 clusters Score -4269445 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -4270159.500000 Penalty: 5203.658203
	Iteration 4Q: 3 clusters Score -4270160 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -4270967.000000 Penalty: 5203.658203
	Iteration 5Q: 3 clusters Score -4270967 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4271760.500000 Penalty: 5203.658203
	Iteration 6Q: 3 clusters Score -4271760 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -4272685.000000 Penalty: 5203.658203
	Iteration 7Q: 3 clusters Score -4272685 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -4273738.000000 Penalty: 5203.658203
	Iteration 8Q: 3 clusters Score -4273738 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -4274747.000000 Penalty: 5203.658203
	Iteration 9Q: 3 clusters Score -4274747 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4275832.000000 Penalty: 5203.658203
	Iteration 10Q: 3 clusters Score -4275832 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -4276818.500000 Penalty: 5203.658203
	Iteration 11Q: 3 clusters Score -4276818 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -4277671.000000 Penalty: 5203.658203
	Iteration 12Q: 3 clusters Score -4277671 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4278377.000000 Penalty: 5203.658203
	Iteration 13Q: 3 clusters Score -4278377 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -4278974.500000 Penalty: 5203.658203
	Iteration 14Q: 3 clusters Score -4278974 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -4279459.500000 Penalty: 5203.658203
	Iteration 15Q: 3 clusters Score -4279460 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4279867.500000 Penalty: 5203.658203
	Iteration 16Q: 3 clusters Score -4279868 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4280209.500000 Penalty: 5203.658203
	Iteration 17Q: 3 clusters Score -4280210 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4280466.000000 Penalty: 5203.658203
	Iteration 18Q: 3 clusters Score -4280466 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4280700.500000 Penalty: 5203.658203
	Iteration 19Q: 3 clusters Score -4280700 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4280892.000000 Penalty: 5203.658203
	Iteration 20F: 3 clusters Score -4280892 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4281028.000000 Penalty: 5203.658203
	Iteration 21Q: 3 clusters Score -4281028 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4281130.500000 Penalty: 5203.658203
	Iteration 22Q: 3 clusters Score -4281130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4281193.500000 Penalty: 5203.658203
	Iteration 23Q: 3 clusters Score -4281194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4281224.500000 Penalty: 5203.658203
	Iteration 24Q: 3 clusters Score -4281224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4281255.000000 Penalty: 5203.658203
	Iteration 25Q: 3 clusters Score -4281255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4281295.500000 Penalty: 5203.658203
	Iteration 26Q: 3 clusters Score -4281296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4281321.500000 Penalty: 5203.658203
	Iteration 27Q: 3 clusters Score -4281322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4281335.500000 Penalty: 5203.658203
	Iteration 28Q: 3 clusters Score -4281336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4281351.000000 Penalty: 5203.658203
	Iteration 29Q: 3 clusters Score -4281351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4281356.000000 Penalty: 5203.658203
	Iteration 30Q: 3 clusters Score -4281356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4281362.000000 Penalty: 5203.658203
	Iteration 31Q: 3 clusters Score -4281362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4281366.500000 Penalty: 5203.658203
	Iteration 32Q: 3 clusters Score -4281366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4281364.000000 Penalty: 5203.658203
	Iteration 33Q: 3 clusters Score -4281364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4281364.500000 Penalty: 5203.658203
	Iteration 34Q: 3 clusters Score -4281364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4281364.500000 Penalty: 5203.658203
	Iteration 35F: 3 clusters Score -4281364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Entering Unmasked Estep 
Score: -2184193.250000 Penalty: 2441.825439
	Iteration 0F: 2 clusters Score -2184193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2170730.250000 Penalty: 4883.650879
	Iteration 0F: 3 clusters Score -2170730 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2175439.750000 Penalty: 4883.650879
	Iteration 1F: 3 clusters Score -2175440 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2176149.000000 Penalty: 4883.650879
	Iteration 2F: 3 clusters Score -2176149 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2177060.500000 Penalty: 4883.650879
	Iteration 3F: 3 clusters Score -2177060 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2178168.500000 Penalty: 4883.650879
	Iteration 4F: 3 clusters Score -2178168 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2179300.750000 Penalty: 4883.650879
	Iteration 5F: 3 clusters Score -2179301 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2180317.750000 Penalty: 4883.650879
	Iteration 6F: 3 clusters Score -2180318 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2181301.500000 Penalty: 4883.650879
	Iteration 7F: 3 clusters Score -2181302 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2182155.250000 Penalty: 4883.650879
	Iteration 8Q: 3 clusters Score -2182155 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2182676.750000 Penalty: 4883.650879
	Iteration 9Q: 3 clusters Score -2182677 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2183027.000000 Penalty: 4883.650879
	Iteration 10Q: 3 clusters Score -2183027 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2183272.750000 Penalty: 4883.650879
	Iteration 11Q: 3 clusters Score -2183273 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2183396.750000 Penalty: 4883.650879
	Iteration 12Q: 3 clusters Score -2183397 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2183483.750000 Penalty: 4883.650879
	Iteration 13Q: 3 clusters Score -2183484 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2183549.500000 Penalty: 4883.650879
	Iteration 14Q: 3 clusters Score -2183550 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2183596.000000 Penalty: 4883.650879
	Iteration 15Q: 3 clusters Score -2183596 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2183633.750000 Penalty: 4883.650879
	Iteration 16Q: 3 clusters Score -2183634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2183659.250000 Penalty: 4883.650879
	Iteration 17Q: 3 clusters Score -2183659 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2183679.250000 Penalty: 4883.650879
	Iteration 18Q: 3 clusters Score -2183679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2183692.500000 Penalty: 4883.650879
	Iteration 19Q: 3 clusters Score -2183692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2183707.000000 Penalty: 4883.650879
	Iteration 20F: 3 clusters Score -2183707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2183711.250000 Penalty: 4883.650879
	Iteration 21Q: 3 clusters Score -2183711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2183722.500000 Penalty: 4883.650879
	Iteration 22Q: 3 clusters Score -2183722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2183724.500000 Penalty: 4883.650879
	Iteration 23Q: 3 clusters Score -2183724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2183725.750000 Penalty: 4883.650879
	Iteration 24Q: 3 clusters Score -2183726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2183733.500000 Penalty: 4883.650879
	Iteration 25Q: 3 clusters Score -2183734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2183735.250000 Penalty: 4883.650879
	Iteration 26Q: 3 clusters Score -2183735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2183736.250000 Penalty: 4883.650879
	Iteration 27Q: 3 clusters Score -2183736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2183740.250000 Penalty: 4883.650879
	Iteration 28Q: 3 clusters Score -2183740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2183743.750000 Penalty: 4883.650879
	Iteration 29Q: 3 clusters Score -2183744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2183743.250000 Penalty: 4883.650879
	Iteration 30Q: 3 clusters Score -2183743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2183747.750000 Penalty: 4883.650879
	Iteration 31Q: 3 clusters Score -2183748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2183747.250000 Penalty: 4883.650879
	Iteration 32Q: 3 clusters Score -2183747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2183748.750000 Penalty: 4883.650879
	Iteration 33Q: 3 clusters Score -2183749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2183747.500000 Penalty: 4883.650879
	Iteration 34Q: 3 clusters Score -2183748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2183750.500000 Penalty: 4883.650879
	Iteration 35Q: 3 clusters Score -2183750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2183753.500000 Penalty: 4883.650879
	Iteration 36Q: 3 clusters Score -2183754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2183751.250000 Penalty: 4883.650879
	Iteration 37Q: 3 clusters Score -2183751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2183755.000000 Penalty: 4883.650879
	Iteration 38Q: 3 clusters Score -2183755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2183754.500000 Penalty: 4883.650879
	Iteration 39Q: 3 clusters Score -2183754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2183754.750000 Penalty: 4883.650879
	Iteration 40F: 3 clusters Score -2183755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2183754.000000 Penalty: 4883.650879
	Iteration 41Q: 3 clusters Score -2183754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2183754.250000 Penalty: 4883.650879
	Iteration 42Q: 3 clusters Score -2183754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2183755.000000 Penalty: 4883.650879
	Iteration 43Q: 3 clusters Score -2183755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2183755.250000 Penalty: 4883.650879
	Iteration 44Q: 3 clusters Score -2183755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2183755.750000 Penalty: 4883.650879
	Iteration 45Q: 3 clusters Score -2183756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2183755.500000 Penalty: 4883.650879
	Iteration 46Q: 3 clusters Score -2183756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2183753.750000 Penalty: 4883.650879
	Iteration 47Q: 3 clusters Score -2183754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2183753.750000 Penalty: 4883.650879
	Iteration 48F: 3 clusters Score -2183754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (151793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151793 members 
Entering Unmasked Estep 
Score: -18101746.000000 Penalty: 2958.707764
	Iteration 0F: 2 clusters Score -1.810175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 2 contains 76311 members 
Entering Unmasked Estep 
Score: -18000546.000000 Penalty: 5917.415527
	Iteration 0F: 3 clusters Score -1.800055e+07 nChanged 72570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 82019 members 
Entering Unmasked Estep 
Score: -18043118.000000 Penalty: 5917.415527
	Iteration 1F: 3 clusters Score -1.804312e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -18044680.000000 Penalty: 5917.415527
	Iteration 2Q: 3 clusters Score -1.804468e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 91593 members 
Entering Unmasked Estep 
Score: -18047734.000000 Penalty: 5917.415527
	Iteration 3Q: 3 clusters Score -1.804773e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 100052 members 
Entering Unmasked Estep 
Score: -18052980.000000 Penalty: 5917.415527
	Iteration 4F: 3 clusters Score -1.805298e+07 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 111569 members 
Entering Unmasked Estep 
Score: -18061352.000000 Penalty: 5917.415527
	Iteration 5F: 3 clusters Score -1.806135e+07 nChanged 13683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 125228 members 
Entering Unmasked Estep 
Score: -18073656.000000 Penalty: 5917.415527
	Iteration 6F: 3 clusters Score -1.807366e+07 nChanged 13082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 138298 members 
Entering Unmasked Estep 
Score: -18086452.000000 Penalty: 5917.415527
	Iteration 7F: 3 clusters Score -1.808645e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 146806 members 
Entering Unmasked Estep 
Score: -18094918.000000 Penalty: 5917.415527
	Iteration 8F: 3 clusters Score -1.809492e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 150197 members 
Entering Unmasked Estep 
Score: -18097922.000000 Penalty: 5917.415527
	Iteration 9Q: 3 clusters Score -1.809792e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 151182 members 
Entering Unmasked Estep 
Score: -18098760.000000 Penalty: 5917.415527
	Iteration 10Q: 3 clusters Score -1.809876e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 151447 members 
Entering Unmasked Estep 
Score: -18099028.000000 Penalty: 5917.415527
	Iteration 11Q: 3 clusters Score -1.809903e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 151503 members 
Entering Unmasked Estep 
Score: -18099116.000000 Penalty: 5917.415527
	Iteration 12Q: 3 clusters Score -1.809912e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 151530 members 
Entering Unmasked Estep 
Score: -18099156.000000 Penalty: 5917.415527
	Iteration 13Q: 3 clusters Score -1.809916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 151538 members 
Entering Unmasked Estep 
Score: -18099178.000000 Penalty: 5917.415527
	Iteration 14Q: 3 clusters Score -1.809918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 151544 members 
Entering Unmasked Estep 
Score: -18099204.000000 Penalty: 5917.415527
	Iteration 15Q: 3 clusters Score -1.80992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 151546 members 
Entering Unmasked Estep 
Score: -18099208.000000 Penalty: 5917.415527
	Iteration 16Q: 3 clusters Score -1.809921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 151548 members 
Entering Unmasked Estep 
Score: -18099214.000000 Penalty: 5917.415527
	Iteration 17Q: 3 clusters Score -1.809921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 151550 members 
Entering Unmasked Estep 
Score: -18099208.000000 Penalty: 5917.415527
	Iteration 18Q: 3 clusters Score -1.809921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 151550 members 
Entering Unmasked Estep 
Score: -18099208.000000 Penalty: 5917.415527
	Iteration 19F: 3 clusters Score -1.809921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Entering Unmasked Estep 
Score: -491696.218750 Penalty: 2089.092773
	Iteration 0F: 2 clusters Score -491696.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -487437.656250 Penalty: 4178.185547
	Iteration 0F: 3 clusters Score -487437.7 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -488417.437500 Penalty: 4178.185547
	Iteration 1F: 3 clusters Score -488417.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -488667.750000 Penalty: 4178.185547
	Iteration 2F: 3 clusters Score -488667.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -488891.875000 Penalty: 4178.185547
	Iteration 3F: 3 clusters Score -488891.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -489091.812500 Penalty: 4178.185547
	Iteration 4F: 3 clusters Score -489091.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -489269.843750 Penalty: 4178.185547
	Iteration 5Q: 3 clusters Score -489269.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -489430.937500 Penalty: 4178.185547
	Iteration 6Q: 3 clusters Score -489430.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -489532.937500 Penalty: 4178.185547
	Iteration 7Q: 3 clusters Score -489532.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -489614.218750 Penalty: 4178.185547
	Iteration 8Q: 3 clusters Score -489614.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -489692.843750 Penalty: 4178.185547
	Iteration 9Q: 3 clusters Score -489692.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -489758.437500 Penalty: 4178.185547
	Iteration 10Q: 3 clusters Score -489758.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -489812.625000 Penalty: 4178.185547
	Iteration 11Q: 3 clusters Score -489812.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -489856.781250 Penalty: 4178.185547
	Iteration 12Q: 3 clusters Score -489856.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -489893.375000 Penalty: 4178.185547
	Iteration 13Q: 3 clusters Score -489893.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -489929.718750 Penalty: 4178.185547
	Iteration 14Q: 3 clusters Score -489929.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -489961.625000 Penalty: 4178.185547
	Iteration 15Q: 3 clusters Score -489961.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -489999.812500 Penalty: 4178.185547
	Iteration 16Q: 3 clusters Score -489999.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -490033.843750 Penalty: 4178.185547
	Iteration 17Q: 3 clusters Score -490033.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -490061.687500 Penalty: 4178.185547
	Iteration 18Q: 3 clusters Score -490061.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -490082.562500 Penalty: 4178.185547
	Iteration 19Q: 3 clusters Score -490082.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -490104.531250 Penalty: 4178.185547
	Iteration 20F: 3 clusters Score -490104.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -490128.531250 Penalty: 4178.185547
	Iteration 21Q: 3 clusters Score -490128.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -490148.062500 Penalty: 4178.185547
	Iteration 22Q: 3 clusters Score -490148.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -490159.125000 Penalty: 4178.185547
	Iteration 23Q: 3 clusters Score -490159.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -490167.750000 Penalty: 4178.185547
	Iteration 24Q: 3 clusters Score -490167.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -490174.906250 Penalty: 4178.185547
	Iteration 25Q: 3 clusters Score -490174.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -490180.906250 Penalty: 4178.185547
	Iteration 26Q: 3 clusters Score -490180.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -490184.968750 Penalty: 4178.185547
	Iteration 27Q: 3 clusters Score -490185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -490190.906250 Penalty: 4178.185547
	Iteration 28Q: 3 clusters Score -490190.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -490199.031250 Penalty: 4178.185547
	Iteration 29Q: 3 clusters Score -490199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -490208.968750 Penalty: 4178.185547
	Iteration 30Q: 3 clusters Score -490209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -490212.750000 Penalty: 4178.185547
	Iteration 31Q: 3 clusters Score -490212.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -490217.312500 Penalty: 4178.185547
	Iteration 32Q: 3 clusters Score -490217.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -490220.906250 Penalty: 4178.185547
	Iteration 33Q: 3 clusters Score -490220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -490222.750000 Penalty: 4178.185547
	Iteration 34Q: 3 clusters Score -490222.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -490227.000000 Penalty: 4178.185547
	Iteration 35Q: 3 clusters Score -490227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -490232.843750 Penalty: 4178.185547
	Iteration 36Q: 3 clusters Score -490232.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -490237.968750 Penalty: 4178.185547
	Iteration 37Q: 3 clusters Score -490238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -490239.593750 Penalty: 4178.185547
	Iteration 38Q: 3 clusters Score -490239.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -490240.718750 Penalty: 4178.185547
	Iteration 39Q: 3 clusters Score -490240.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -490243.343750 Penalty: 4178.185547
	Iteration 40F: 3 clusters Score -490243.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -490246.218750 Penalty: 4178.185547
	Iteration 41Q: 3 clusters Score -490246.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -490249.437500 Penalty: 4178.185547
	Iteration 42Q: 3 clusters Score -490249.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -490251.968750 Penalty: 4178.185547
	Iteration 43Q: 3 clusters Score -490252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -490253.093750 Penalty: 4178.185547
	Iteration 44Q: 3 clusters Score -490253.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -490255.531250 Penalty: 4178.185547
	Iteration 45Q: 3 clusters Score -490255.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -490256.218750 Penalty: 4178.185547
	Iteration 46Q: 3 clusters Score -490256.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -490259.156250 Penalty: 4178.185547
	Iteration 47Q: 3 clusters Score -490259.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -490260.562500 Penalty: 4178.185547
	Iteration 48Q: 3 clusters Score -490260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -490261.843750 Penalty: 4178.185547
	Iteration 49Q: 3 clusters Score -490261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -490265.000000 Penalty: 4178.185547
	Iteration 50Q: 3 clusters Score -490265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -490268.875000 Penalty: 4178.185547
	Iteration 51Q: 3 clusters Score -490268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -490273.406250 Penalty: 4178.185547
	Iteration 52Q: 3 clusters Score -490273.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -490281.968750 Penalty: 4178.185547
	Iteration 53Q: 3 clusters Score -490282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -490288.531250 Penalty: 4178.185547
	Iteration 54Q: 3 clusters Score -490288.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -490291.156250 Penalty: 4178.185547
	Iteration 55Q: 3 clusters Score -490291.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -490295.562500 Penalty: 4178.185547
	Iteration 56Q: 3 clusters Score -490295.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -490300.781250 Penalty: 4178.185547
	Iteration 57Q: 3 clusters Score -490300.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -490305.406250 Penalty: 4178.185547
	Iteration 58Q: 3 clusters Score -490305.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -490309.375000 Penalty: 4178.185547
	Iteration 59Q: 3 clusters Score -490309.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -490313.750000 Penalty: 4178.185547
	Iteration 60F: 3 clusters Score -490313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -490316.500000 Penalty: 4178.185547
	Iteration 61Q: 3 clusters Score -490316.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -490318.093750 Penalty: 4178.185547
	Iteration 62Q: 3 clusters Score -490318.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -490322.312500 Penalty: 4178.185547
	Iteration 63Q: 3 clusters Score -490322.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -490325.906250 Penalty: 4178.185547
	Iteration 64Q: 3 clusters Score -490325.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -490328.625000 Penalty: 4178.185547
	Iteration 65Q: 3 clusters Score -490328.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -490332.281250 Penalty: 4178.185547
	Iteration 66Q: 3 clusters Score -490332.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -490333.531250 Penalty: 4178.185547
	Iteration 67Q: 3 clusters Score -490333.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -490336.156250 Penalty: 4178.185547
	Iteration 68Q: 3 clusters Score -490336.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -490339.031250 Penalty: 4178.185547
	Iteration 69Q: 3 clusters Score -490339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -490340.468750 Penalty: 4178.185547
	Iteration 70Q: 3 clusters Score -490340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -490340.500000 Penalty: 4178.185547
	Iteration 71Q: 3 clusters Score -490340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -490342.218750 Penalty: 4178.185547
	Iteration 72Q: 3 clusters Score -490342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -490342.781250 Penalty: 4178.185547
	Iteration 73Q: 3 clusters Score -490342.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -490342.781250 Penalty: 4178.185547
	Iteration 74F: 3 clusters Score -490342.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173617 members 
Entering Unmasked Estep 
Score: -20758942.000000 Penalty: 2992.022461
	Iteration 0F: 2 clusters Score -2.075894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86529 members 
Mstep: Class 2 contains 87088 members 
Entering Unmasked Estep 
Score: -20649150.000000 Penalty: 5984.044922
	Iteration 0F: 3 clusters Score -2.064915e+07 nChanged 83397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
Score: -20698530.000000 Penalty: 5984.044922
	Iteration 1F: 3 clusters Score -2.069853e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -20699898.000000 Penalty: 5984.044922
	Iteration 2Q: 3 clusters Score -2.06999e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75323 members 
Mstep: Class 2 contains 98294 members 
Entering Unmasked Estep 
Score: -20701868.000000 Penalty: 5984.044922
	Iteration 3Q: 3 clusters Score -2.070187e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 104723 members 
Entering Unmasked Estep 
Score: -20704850.000000 Penalty: 5984.044922
	Iteration 4Q: 3 clusters Score -2.070485e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 113925 members 
Entering Unmasked Estep 
Score: -20710556.000000 Penalty: 5984.044922
	Iteration 5F: 3 clusters Score -2.071056e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 125912 members 
Entering Unmasked Estep 
Score: -20719266.000000 Penalty: 5984.044922
	Iteration 6F: 3 clusters Score -2.071927e+07 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 139786 members 
Entering Unmasked Estep 
Score: -20731412.000000 Penalty: 5984.044922
	Iteration 7F: 3 clusters Score -2.073141e+07 nChanged 13383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -20743232.000000 Penalty: 5984.044922
	Iteration 8F: 3 clusters Score -2.074323e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 163237 members 
Entering Unmasked Estep 
Score: -20750926.000000 Penalty: 5984.044922
	Iteration 9F: 3 clusters Score -2.075093e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 169054 members 
Entering Unmasked Estep 
Score: -20754634.000000 Penalty: 5984.044922
	Iteration 10Q: 3 clusters Score -2.075463e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 171620 members 
Entering Unmasked Estep 
Score: -20755782.000000 Penalty: 5984.044922
	Iteration 11Q: 3 clusters Score -2.075578e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 172623 members 
Entering Unmasked Estep 
Score: -20756102.000000 Penalty: 5984.044922
	Iteration 12Q: 3 clusters Score -2.07561e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 172967 members 
Entering Unmasked Estep 
Score: -20756294.000000 Penalty: 5984.044922
	Iteration 13Q: 3 clusters Score -2.075629e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 173099 members 
Entering Unmasked Estep 
Score: -20756420.000000 Penalty: 5984.044922
	Iteration 14Q: 3 clusters Score -2.075642e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 173167 members 
Entering Unmasked Estep 
Score: -20756472.000000 Penalty: 5984.044922
	Iteration 15Q: 3 clusters Score -2.075647e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 173195 members 
Entering Unmasked Estep 
Score: -20756508.000000 Penalty: 5984.044922
	Iteration 16Q: 3 clusters Score -2.075651e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 173205 members 
Entering Unmasked Estep 
Score: -20756514.000000 Penalty: 5984.044922
	Iteration 17Q: 3 clusters Score -2.075651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 173207 members 
Entering Unmasked Estep 
Score: -20756540.000000 Penalty: 5984.044922
	Iteration 18Q: 3 clusters Score -2.075654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 173211 members 
Entering Unmasked Estep 
Score: -20756508.000000 Penalty: 5984.044922
	Iteration 19Q: 3 clusters Score -2.075651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 173218 members 
Entering Unmasked Estep 
Score: -20756526.000000 Penalty: 5984.044922
	Iteration 20F: 3 clusters Score -2.075653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 173220 members 
Entering Unmasked Estep 
Score: -20756548.000000 Penalty: 5984.044922
	Iteration 21Q: 3 clusters Score -2.075655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 173222 members 
Entering Unmasked Estep 
Score: -20756578.000000 Penalty: 5984.044922
	Iteration 22Q: 3 clusters Score -2.075658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 173234 members 
Entering Unmasked Estep 
Score: -20756598.000000 Penalty: 5984.044922
	Iteration 23Q: 3 clusters Score -2.07566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 173244 members 
Entering Unmasked Estep 
Score: -20756596.000000 Penalty: 5984.044922
	Iteration 24Q: 3 clusters Score -2.07566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 173244 members 
Entering Unmasked Estep 
Score: -20756606.000000 Penalty: 5984.044922
	Iteration 25Q: 3 clusters Score -2.075661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 173246 members 
Entering Unmasked Estep 
Score: -20756606.000000 Penalty: 5984.044922
	Iteration 26Q: 3 clusters Score -2.075661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 173249 members 
Entering Unmasked Estep 
Score: -20756596.000000 Penalty: 5984.044922
	Iteration 27Q: 3 clusters Score -2.07566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 173249 members 
Entering Unmasked Estep 
Score: -20756596.000000 Penalty: 5984.044922
	Iteration 28Q: 3 clusters Score -2.07566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 173249 members 
Entering Unmasked Estep 
Score: -20756612.000000 Penalty: 5984.044922
	Iteration 29Q: 3 clusters Score -2.075661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 173250 members 
Entering Unmasked Estep 
Score: -20756614.000000 Penalty: 5984.044922
	Iteration 30Q: 3 clusters Score -2.075661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 173252 members 
Entering Unmasked Estep 
Score: -20756612.000000 Penalty: 5984.044922
	Iteration 31Q: 3 clusters Score -2.075661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 173251 members 
Entering Unmasked Estep 
Score: -20756622.000000 Penalty: 5984.044922
	Iteration 32Q: 3 clusters Score -2.075662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 173249 members 
Entering Unmasked Estep 
Score: -20756616.000000 Penalty: 5984.044922
	Iteration 33Q: 3 clusters Score -2.075662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 173249 members 
Entering Unmasked Estep 
Score: -20756616.000000 Penalty: 5984.044922
	Iteration 34F: 3 clusters Score -2.075662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (257950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257950 members 
Entering Unmasked Estep 
Score: -30737548.000000 Penalty: 3090.209229
	Iteration 0F: 2 clusters Score -3.073755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129095 members 
Mstep: Class 2 contains 128855 members 
Entering Unmasked Estep 
Score: -30616110.000000 Penalty: 6180.418457
	Iteration 0F: 3 clusters Score -3.061611e+07 nChanged 124644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130069 members 
Mstep: Class 2 contains 127881 members 
Entering Unmasked Estep 
Score: -30689420.000000 Penalty: 6180.418457
	Iteration 1F: 3 clusters Score -3.068942e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130619 members 
Mstep: Class 2 contains 127331 members 
Entering Unmasked Estep 
Score: -30690968.000000 Penalty: 6180.418457
	Iteration 2Q: 3 clusters Score -3.069097e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131539 members 
Mstep: Class 2 contains 126411 members 
Entering Unmasked Estep 
Score: -30692694.000000 Penalty: 6180.418457
	Iteration 3Q: 3 clusters Score -3.069269e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133039 members 
Mstep: Class 2 contains 124911 members 
Entering Unmasked Estep 
Score: -30694974.000000 Penalty: 6180.418457
	Iteration 4Q: 3 clusters Score -3.069497e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135492 members 
Mstep: Class 2 contains 122458 members 
Entering Unmasked Estep 
Score: -30697628.000000 Penalty: 6180.418457
	Iteration 5Q: 3 clusters Score -3.069763e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139519 members 
Mstep: Class 2 contains 118431 members 
Entering Unmasked Estep 
Score: -30701440.000000 Penalty: 6180.418457
	Iteration 6Q: 3 clusters Score -3.070144e+07 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145627 members 
Mstep: Class 2 contains 112323 members 
Entering Unmasked Estep 
Score: -30705706.000000 Penalty: 6180.418457
	Iteration 7Q: 3 clusters Score -3.070571e+07 nChanged 13166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154293 members 
Mstep: Class 2 contains 103657 members 
Entering Unmasked Estep 
Score: -30711220.000000 Penalty: 6180.418457
	Iteration 8F: 3 clusters Score -3.071122e+07 nChanged 15091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165338 members 
Mstep: Class 2 contains 92612 members 
Entering Unmasked Estep 
Score: -30717490.000000 Penalty: 6180.418457
	Iteration 9F: 3 clusters Score -3.071749e+07 nChanged 15866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176868 members 
Mstep: Class 2 contains 81082 members 
Entering Unmasked Estep 
Score: -30724204.000000 Penalty: 6180.418457
	Iteration 10F: 3 clusters Score -3.07242e+07 nChanged 14686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186122 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -30730570.000000 Penalty: 6180.418457
	Iteration 11F: 3 clusters Score -3.073057e+07 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191956 members 
Mstep: Class 2 contains 65994 members 
Entering Unmasked Estep 
Score: -30735832.000000 Penalty: 6180.418457
	Iteration 12Q: 3 clusters Score -3.073583e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194743 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -30738808.000000 Penalty: 6180.418457
	Iteration 13Q: 3 clusters Score -3.073881e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195733 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -30739638.000000 Penalty: 6180.418457
	Iteration 14Q: 3 clusters Score -3.073964e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195905 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -30739594.000000 Penalty: 6180.418457
	Iteration 15Q: 3 clusters Score -3.073959e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195679 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -30739384.000000 Penalty: 6180.418457
	Iteration 16Q: 3 clusters Score -3.073938e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195117 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -30739044.000000 Penalty: 6180.418457
	Iteration 17Q: 3 clusters Score -3.073904e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194326 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -30738878.000000 Penalty: 6180.418457
	Iteration 18Q: 3 clusters Score -3.073888e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193313 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -30738766.000000 Penalty: 6180.418457
	Iteration 19Q: 3 clusters Score -3.073877e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192107 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -30738754.000000 Penalty: 6180.418457
	Iteration 20F: 3 clusters Score -3.073875e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190727 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -30738844.000000 Penalty: 6180.418457
	Iteration 21Q: 3 clusters Score -3.073884e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189241 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -30738706.000000 Penalty: 6180.418457
	Iteration 22Q: 3 clusters Score -3.073871e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187613 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -30738780.000000 Penalty: 6180.418457
	Iteration 23Q: 3 clusters Score -3.073878e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185810 members 
Mstep: Class 2 contains 72140 members 
Entering Unmasked Estep 
Score: -30739010.000000 Penalty: 6180.418457
	Iteration 24Q: 3 clusters Score -3.073901e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183885 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -30739280.000000 Penalty: 6180.418457
	Iteration 25Q: 3 clusters Score -3.073928e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181806 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -30739452.000000 Penalty: 6180.418457
	Iteration 26Q: 3 clusters Score -3.073945e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179757 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -30739644.000000 Penalty: 6180.418457
	Iteration 27Q: 3 clusters Score -3.073964e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177632 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -30739810.000000 Penalty: 6180.418457
	Iteration 28Q: 3 clusters Score -3.073981e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175438 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -30739972.000000 Penalty: 6180.418457
	Iteration 29Q: 3 clusters Score -3.073997e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173247 members 
Mstep: Class 2 contains 84703 members 
Entering Unmasked Estep 
Score: -30740164.000000 Penalty: 6180.418457
	Iteration 30Q: 3 clusters Score -3.074016e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170894 members 
Mstep: Class 2 contains 87056 members 
Entering Unmasked Estep 
Score: -30740526.000000 Penalty: 6180.418457
	Iteration 31Q: 3 clusters Score -3.074053e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168563 members 
Mstep: Class 2 contains 89387 members 
Entering Unmasked Estep 
Score: -30740922.000000 Penalty: 6180.418457
	Iteration 32Q: 3 clusters Score -3.074092e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166430 members 
Mstep: Class 2 contains 91520 members 
Entering Unmasked Estep 
Score: -30741218.000000 Penalty: 6180.418457
	Iteration 33Q: 3 clusters Score -3.074122e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164396 members 
Mstep: Class 2 contains 93554 members 
Entering Unmasked Estep 
Score: -30741532.000000 Penalty: 6180.418457
	Iteration 34Q: 3 clusters Score -3.074153e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162469 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -30742040.000000 Penalty: 6180.418457
	Iteration 35Q: 3 clusters Score -3.074204e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160706 members 
Mstep: Class 2 contains 97244 members 
Entering Unmasked Estep 
Score: -30742306.000000 Penalty: 6180.418457
	Iteration 36Q: 3 clusters Score -3.074231e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159054 members 
Mstep: Class 2 contains 98896 members 
Entering Unmasked Estep 
Score: -30742474.000000 Penalty: 6180.418457
	Iteration 37Q: 3 clusters Score -3.074247e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157557 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
Score: -30742848.000000 Penalty: 6180.418457
	Iteration 38Q: 3 clusters Score -3.074285e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156231 members 
Mstep: Class 2 contains 101719 members 
Entering Unmasked Estep 
Score: -30742992.000000 Penalty: 6180.418457
	Iteration 39Q: 3 clusters Score -3.074299e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155078 members 
Mstep: Class 2 contains 102872 members 
Entering Unmasked Estep 
Score: -30743354.000000 Penalty: 6180.418457
	Iteration 40F: 3 clusters Score -3.074335e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153995 members 
Mstep: Class 2 contains 103955 members 
Entering Unmasked Estep 
Score: -30743532.000000 Penalty: 6180.418457
	Iteration 41Q: 3 clusters Score -3.074353e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153069 members 
Mstep: Class 2 contains 104881 members 
Entering Unmasked Estep 
Score: -30743496.000000 Penalty: 6180.418457
	Iteration 42Q: 3 clusters Score -3.07435e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152141 members 
Mstep: Class 2 contains 105809 members 
Entering Unmasked Estep 
Score: -30743614.000000 Penalty: 6180.418457
	Iteration 43Q: 3 clusters Score -3.074361e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151312 members 
Mstep: Class 2 contains 106638 members 
Entering Unmasked Estep 
Score: -30743570.000000 Penalty: 6180.418457
	Iteration 44Q: 3 clusters Score -3.074357e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150558 members 
Mstep: Class 2 contains 107392 members 
Entering Unmasked Estep 
Score: -30743648.000000 Penalty: 6180.418457
	Iteration 45Q: 3 clusters Score -3.074365e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149931 members 
Mstep: Class 2 contains 108019 members 
Entering Unmasked Estep 
Score: -30743680.000000 Penalty: 6180.418457
	Iteration 46Q: 3 clusters Score -3.074368e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149389 members 
Mstep: Class 2 contains 108561 members 
Entering Unmasked Estep 
Score: -30743842.000000 Penalty: 6180.418457
	Iteration 47Q: 3 clusters Score -3.074384e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148991 members 
Mstep: Class 2 contains 108959 members 
Entering Unmasked Estep 
Score: -30743876.000000 Penalty: 6180.418457
	Iteration 48Q: 3 clusters Score -3.074388e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148613 members 
Mstep: Class 2 contains 109337 members 
Entering Unmasked Estep 
Score: -30743972.000000 Penalty: 6180.418457
	Iteration 49Q: 3 clusters Score -3.074397e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 109658 members 
Entering Unmasked Estep 
Score: -30743974.000000 Penalty: 6180.418457
	Iteration 50Q: 3 clusters Score -3.074397e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148014 members 
Mstep: Class 2 contains 109936 members 
Entering Unmasked Estep 
Score: -30744028.000000 Penalty: 6180.418457
	Iteration 51Q: 3 clusters Score -3.074403e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147784 members 
Mstep: Class 2 contains 110166 members 
Entering Unmasked Estep 
Score: -30744038.000000 Penalty: 6180.418457
	Iteration 52Q: 3 clusters Score -3.074404e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147607 members 
Mstep: Class 2 contains 110343 members 
Entering Unmasked Estep 
Score: -30744070.000000 Penalty: 6180.418457
	Iteration 53Q: 3 clusters Score -3.074407e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147496 members 
Mstep: Class 2 contains 110454 members 
Entering Unmasked Estep 
Score: -30744102.000000 Penalty: 6180.418457
	Iteration 54Q: 3 clusters Score -3.07441e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147339 members 
Mstep: Class 2 contains 110611 members 
Entering Unmasked Estep 
Score: -30744164.000000 Penalty: 6180.418457
	Iteration 55Q: 3 clusters Score -3.074416e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147117 members 
Mstep: Class 2 contains 110833 members 
Entering Unmasked Estep 
Score: -30744216.000000 Penalty: 6180.418457
	Iteration 56Q: 3 clusters Score -3.074422e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147046 members 
Mstep: Class 2 contains 110904 members 
Entering Unmasked Estep 
Score: -30744366.000000 Penalty: 6180.418457
	Iteration 57Q: 3 clusters Score -3.074437e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146961 members 
Mstep: Class 2 contains 110989 members 
Entering Unmasked Estep 
Score: -30744256.000000 Penalty: 6180.418457
	Iteration 58Q: 3 clusters Score -3.074426e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146852 members 
Mstep: Class 2 contains 111098 members 
Entering Unmasked Estep 
Score: -30744178.000000 Penalty: 6180.418457
	Iteration 59Q: 3 clusters Score -3.074418e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146760 members 
Mstep: Class 2 contains 111190 members 
Entering Unmasked Estep 
Score: -30744222.000000 Penalty: 6180.418457
	Iteration 60F: 3 clusters Score -3.074422e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146656 members 
Mstep: Class 2 contains 111294 members 
Entering Unmasked Estep 
Score: -30744262.000000 Penalty: 6180.418457
	Iteration 61Q: 3 clusters Score -3.074426e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146589 members 
Mstep: Class 2 contains 111361 members 
Entering Unmasked Estep 
Score: -30744340.000000 Penalty: 6180.418457
	Iteration 62Q: 3 clusters Score -3.074434e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146541 members 
Mstep: Class 2 contains 111409 members 
Entering Unmasked Estep 
Score: -30744444.000000 Penalty: 6180.418457
	Iteration 63Q: 3 clusters Score -3.074444e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146465 members 
Mstep: Class 2 contains 111485 members 
Entering Unmasked Estep 
Score: -30744572.000000 Penalty: 6180.418457
	Iteration 64Q: 3 clusters Score -3.074457e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146405 members 
Mstep: Class 2 contains 111545 members 
Entering Unmasked Estep 
Score: -30744614.000000 Penalty: 6180.418457
	Iteration 65Q: 3 clusters Score -3.074461e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146395 members 
Mstep: Class 2 contains 111555 members 
Entering Unmasked Estep 
Score: -30744648.000000 Penalty: 6180.418457
	Iteration 66Q: 3 clusters Score -3.074465e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146375 members 
Mstep: Class 2 contains 111575 members 
Entering Unmasked Estep 
Score: -30744724.000000 Penalty: 6180.418457
	Iteration 67Q: 3 clusters Score -3.074472e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146374 members 
Mstep: Class 2 contains 111576 members 
Entering Unmasked Estep 
Score: -30744790.000000 Penalty: 6180.418457
	Iteration 68Q: 3 clusters Score -3.074479e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146329 members 
Mstep: Class 2 contains 111621 members 
Entering Unmasked Estep 
Score: -30744766.000000 Penalty: 6180.418457
	Iteration 69Q: 3 clusters Score -3.074477e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146268 members 
Mstep: Class 2 contains 111682 members 
Entering Unmasked Estep 
Score: -30744924.000000 Penalty: 6180.418457
	Iteration 70Q: 3 clusters Score -3.074492e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146236 members 
Mstep: Class 2 contains 111714 members 
Entering Unmasked Estep 
Score: -30744994.000000 Penalty: 6180.418457
	Iteration 71Q: 3 clusters Score -3.074499e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146180 members 
Mstep: Class 2 contains 111770 members 
Entering Unmasked Estep 
Score: -30745110.000000 Penalty: 6180.418457
	Iteration 72Q: 3 clusters Score -3.074511e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146167 members 
Mstep: Class 2 contains 111783 members 
Entering Unmasked Estep 
Score: -30745094.000000 Penalty: 6180.418457
	Iteration 73Q: 3 clusters Score -3.074509e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146119 members 
Mstep: Class 2 contains 111831 members 
Entering Unmasked Estep 
Score: -30745240.000000 Penalty: 6180.418457
	Iteration 74Q: 3 clusters Score -3.074524e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146062 members 
Mstep: Class 2 contains 111888 members 
Entering Unmasked Estep 
Score: -30745326.000000 Penalty: 6180.418457
	Iteration 75Q: 3 clusters Score -3.074533e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146032 members 
Mstep: Class 2 contains 111918 members 
Entering Unmasked Estep 
Score: -30745384.000000 Penalty: 6180.418457
	Iteration 76Q: 3 clusters Score -3.074538e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146048 members 
Mstep: Class 2 contains 111902 members 
Entering Unmasked Estep 
Score: -30745370.000000 Penalty: 6180.418457
	Iteration 77Q: 3 clusters Score -3.074537e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146030 members 
Mstep: Class 2 contains 111920 members 
Entering Unmasked Estep 
Score: -30745448.000000 Penalty: 6180.418457
	Iteration 78Q: 3 clusters Score -3.074545e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146007 members 
Mstep: Class 2 contains 111943 members 
Entering Unmasked Estep 
Score: -30745444.000000 Penalty: 6180.418457
	Iteration 79Q: 3 clusters Score -3.074544e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146005 members 
Mstep: Class 2 contains 111945 members 
Entering Unmasked Estep 
Score: -30745474.000000 Penalty: 6180.418457
	Iteration 80F: 3 clusters Score -3.074547e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145990 members 
Mstep: Class 2 contains 111960 members 
Entering Unmasked Estep 
Score: -30745534.000000 Penalty: 6180.418457
	Iteration 81Q: 3 clusters Score -3.074553e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145953 members 
Mstep: Class 2 contains 111997 members 
Entering Unmasked Estep 
Score: -30745588.000000 Penalty: 6180.418457
	Iteration 82Q: 3 clusters Score -3.074559e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145926 members 
Mstep: Class 2 contains 112024 members 
Entering Unmasked Estep 
Score: -30745584.000000 Penalty: 6180.418457
	Iteration 83Q: 3 clusters Score -3.074558e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145909 members 
Mstep: Class 2 contains 112041 members 
Entering Unmasked Estep 
Score: -30745542.000000 Penalty: 6180.418457
	Iteration 84Q: 3 clusters Score -3.074554e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145887 members 
Mstep: Class 2 contains 112063 members 
Entering Unmasked Estep 
Score: -30745632.000000 Penalty: 6180.418457
	Iteration 85Q: 3 clusters Score -3.074563e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145825 members 
Mstep: Class 2 contains 112125 members 
Entering Unmasked Estep 
Score: -30745622.000000 Penalty: 6180.418457
	Iteration 86Q: 3 clusters Score -3.074562e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145773 members 
Mstep: Class 2 contains 112177 members 
Entering Unmasked Estep 
Score: -30745670.000000 Penalty: 6180.418457
	Iteration 87Q: 3 clusters Score -3.074567e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145710 members 
Mstep: Class 2 contains 112240 members 
Entering Unmasked Estep 
Score: -30745694.000000 Penalty: 6180.418457
	Iteration 88Q: 3 clusters Score -3.074569e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145648 members 
Mstep: Class 2 contains 112302 members 
Entering Unmasked Estep 
Score: -30745758.000000 Penalty: 6180.418457
	Iteration 89Q: 3 clusters Score -3.074576e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145615 members 
Mstep: Class 2 contains 112335 members 
Entering Unmasked Estep 
Score: -30745804.000000 Penalty: 6180.418457
	Iteration 90Q: 3 clusters Score -3.07458e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145607 members 
Mstep: Class 2 contains 112343 members 
Entering Unmasked Estep 
Score: -30745828.000000 Penalty: 6180.418457
	Iteration 91Q: 3 clusters Score -3.074583e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145608 members 
Mstep: Class 2 contains 112342 members 
Entering Unmasked Estep 
Score: -30745806.000000 Penalty: 6180.418457
	Iteration 92Q: 3 clusters Score -3.074581e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145599 members 
Mstep: Class 2 contains 112351 members 
Entering Unmasked Estep 
Score: -30745870.000000 Penalty: 6180.418457
	Iteration 93Q: 3 clusters Score -3.074587e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145627 members 
Mstep: Class 2 contains 112323 members 
Entering Unmasked Estep 
Score: -30745914.000000 Penalty: 6180.418457
	Iteration 94Q: 3 clusters Score -3.074591e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145644 members 
Mstep: Class 2 contains 112306 members 
Entering Unmasked Estep 
Score: -30745916.000000 Penalty: 6180.418457
	Iteration 95Q: 3 clusters Score -3.074592e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145653 members 
Mstep: Class 2 contains 112297 members 
Entering Unmasked Estep 
Score: -30745936.000000 Penalty: 6180.418457
	Iteration 96Q: 3 clusters Score -3.074594e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145619 members 
Mstep: Class 2 contains 112331 members 
Entering Unmasked Estep 
Score: -30745956.000000 Penalty: 6180.418457
	Iteration 97Q: 3 clusters Score -3.074596e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145615 members 
Mstep: Class 2 contains 112335 members 
Entering Unmasked Estep 
Score: -30745986.000000 Penalty: 6180.418457
	Iteration 98Q: 3 clusters Score -3.074599e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145604 members 
Mstep: Class 2 contains 112346 members 
Entering Unmasked Estep 
Score: -30745926.000000 Penalty: 6180.418457
	Iteration 99Q: 3 clusters Score -3.074593e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145533 members 
Mstep: Class 2 contains 112417 members 
Entering Unmasked Estep 
Score: -30745938.000000 Penalty: 6180.418457
	Iteration 100F: 3 clusters Score -3.074594e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145485 members 
Mstep: Class 2 contains 112465 members 
Entering Unmasked Estep 
Score: -30745916.000000 Penalty: 6180.418457
	Iteration 101Q: 3 clusters Score -3.074592e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145400 members 
Mstep: Class 2 contains 112550 members 
Entering Unmasked Estep 
Score: -30745920.000000 Penalty: 6180.418457
	Iteration 102Q: 3 clusters Score -3.074592e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145273 members 
Mstep: Class 2 contains 112677 members 
Entering Unmasked Estep 
Score: -30745884.000000 Penalty: 6180.418457
	Iteration 103Q: 3 clusters Score -3.074588e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145147 members 
Mstep: Class 2 contains 112803 members 
Entering Unmasked Estep 
Score: -30745924.000000 Penalty: 6180.418457
	Iteration 104Q: 3 clusters Score -3.074592e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 112914 members 
Entering Unmasked Estep 
Score: -30745996.000000 Penalty: 6180.418457
	Iteration 105Q: 3 clusters Score -3.0746e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144954 members 
Mstep: Class 2 contains 112996 members 
Entering Unmasked Estep 
Score: -30745982.000000 Penalty: 6180.418457
	Iteration 106Q: 3 clusters Score -3.074598e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144887 members 
Mstep: Class 2 contains 113063 members 
Entering Unmasked Estep 
Score: -30746014.000000 Penalty: 6180.418457
	Iteration 107Q: 3 clusters Score -3.074601e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144833 members 
Mstep: Class 2 contains 113117 members 
Entering Unmasked Estep 
Score: -30746114.000000 Penalty: 6180.418457
	Iteration 108Q: 3 clusters Score -3.074611e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144757 members 
Mstep: Class 2 contains 113193 members 
Entering Unmasked Estep 
Score: -30746132.000000 Penalty: 6180.418457
	Iteration 109Q: 3 clusters Score -3.074613e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144677 members 
Mstep: Class 2 contains 113273 members 
Entering Unmasked Estep 
Score: -30746198.000000 Penalty: 6180.418457
	Iteration 110Q: 3 clusters Score -3.07462e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144636 members 
Mstep: Class 2 contains 113314 members 
Entering Unmasked Estep 
Score: -30746294.000000 Penalty: 6180.418457
	Iteration 111Q: 3 clusters Score -3.074629e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144587 members 
Mstep: Class 2 contains 113363 members 
Entering Unmasked Estep 
Score: -30746338.000000 Penalty: 6180.418457
	Iteration 112Q: 3 clusters Score -3.074634e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144571 members 
Mstep: Class 2 contains 113379 members 
Entering Unmasked Estep 
Score: -30746334.000000 Penalty: 6180.418457
	Iteration 113Q: 3 clusters Score -3.074633e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144569 members 
Mstep: Class 2 contains 113381 members 
Entering Unmasked Estep 
Score: -30746344.000000 Penalty: 6180.418457
	Iteration 114Q: 3 clusters Score -3.074634e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 113389 members 
Entering Unmasked Estep 
Score: -30746354.000000 Penalty: 6180.418457
	Iteration 115Q: 3 clusters Score -3.074635e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144588 members 
Mstep: Class 2 contains 113362 members 
Entering Unmasked Estep 
Score: -30746400.000000 Penalty: 6180.418457
	Iteration 116Q: 3 clusters Score -3.07464e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144614 members 
Mstep: Class 2 contains 113336 members 
Entering Unmasked Estep 
Score: -30746412.000000 Penalty: 6180.418457
	Iteration 117Q: 3 clusters Score -3.074641e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144612 members 
Mstep: Class 2 contains 113338 members 
Entering Unmasked Estep 
Score: -30746416.000000 Penalty: 6180.418457
	Iteration 118Q: 3 clusters Score -3.074642e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144603 members 
Mstep: Class 2 contains 113347 members 
Entering Unmasked Estep 
Score: -30746484.000000 Penalty: 6180.418457
	Iteration 119Q: 3 clusters Score -3.074648e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144569 members 
Mstep: Class 2 contains 113381 members 
Entering Unmasked Estep 
Score: -30746544.000000 Penalty: 6180.418457
	Iteration 120F: 3 clusters Score -3.074654e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144538 members 
Mstep: Class 2 contains 113412 members 
Entering Unmasked Estep 
Score: -30746524.000000 Penalty: 6180.418457
	Iteration 121Q: 3 clusters Score -3.074652e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144480 members 
Mstep: Class 2 contains 113470 members 
Entering Unmasked Estep 
Score: -30746582.000000 Penalty: 6180.418457
	Iteration 122Q: 3 clusters Score -3.074658e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144408 members 
Mstep: Class 2 contains 113542 members 
Entering Unmasked Estep 
Score: -30746632.000000 Penalty: 6180.418457
	Iteration 123Q: 3 clusters Score -3.074663e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144287 members 
Mstep: Class 2 contains 113663 members 
Entering Unmasked Estep 
Score: -30746742.000000 Penalty: 6180.418457
	Iteration 124Q: 3 clusters Score -3.074674e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144193 members 
Mstep: Class 2 contains 113757 members 
Entering Unmasked Estep 
Score: -30746790.000000 Penalty: 6180.418457
	Iteration 125Q: 3 clusters Score -3.074679e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144138 members 
Mstep: Class 2 contains 113812 members 
Entering Unmasked Estep 
Score: -30746776.000000 Penalty: 6180.418457
	Iteration 126Q: 3 clusters Score -3.074678e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144101 members 
Mstep: Class 2 contains 113849 members 
Entering Unmasked Estep 
Score: -30746870.000000 Penalty: 6180.418457
	Iteration 127Q: 3 clusters Score -3.074687e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144065 members 
Mstep: Class 2 contains 113885 members 
Entering Unmasked Estep 
Score: -30746868.000000 Penalty: 6180.418457
	Iteration 128Q: 3 clusters Score -3.074687e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144018 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -30746908.000000 Penalty: 6180.418457
	Iteration 129Q: 3 clusters Score -3.074691e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143997 members 
Mstep: Class 2 contains 113953 members 
Entering Unmasked Estep 
Score: -30746918.000000 Penalty: 6180.418457
	Iteration 130Q: 3 clusters Score -3.074692e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144020 members 
Mstep: Class 2 contains 113930 members 
Entering Unmasked Estep 
Score: -30746928.000000 Penalty: 6180.418457
	Iteration 131Q: 3 clusters Score -3.074693e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143999 members 
Mstep: Class 2 contains 113951 members 
Entering Unmasked Estep 
Score: -30746968.000000 Penalty: 6180.418457
	Iteration 132Q: 3 clusters Score -3.074697e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143988 members 
Mstep: Class 2 contains 113962 members 
Entering Unmasked Estep 
Score: -30746976.000000 Penalty: 6180.418457
	Iteration 133Q: 3 clusters Score -3.074698e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143987 members 
Mstep: Class 2 contains 113963 members 
Entering Unmasked Estep 
Score: -30747002.000000 Penalty: 6180.418457
	Iteration 134Q: 3 clusters Score -3.0747e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143967 members 
Mstep: Class 2 contains 113983 members 
Entering Unmasked Estep 
Score: -30746956.000000 Penalty: 6180.418457
	Iteration 135Q: 3 clusters Score -3.074696e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143919 members 
Mstep: Class 2 contains 114031 members 
Entering Unmasked Estep 
Score: -30747018.000000 Penalty: 6180.418457
	Iteration 136Q: 3 clusters Score -3.074702e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143919 members 
Mstep: Class 2 contains 114031 members 
Entering Unmasked Estep 
Score: -30747108.000000 Penalty: 6180.418457
	Iteration 137Q: 3 clusters Score -3.074711e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143886 members 
Mstep: Class 2 contains 114064 members 
Entering Unmasked Estep 
Score: -30747108.000000 Penalty: 6180.418457
	Iteration 138Q: 3 clusters Score -3.074711e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143874 members 
Mstep: Class 2 contains 114076 members 
Entering Unmasked Estep 
Score: -30747172.000000 Penalty: 6180.418457
	Iteration 139Q: 3 clusters Score -3.074717e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143850 members 
Mstep: Class 2 contains 114100 members 
Entering Unmasked Estep 
Score: -30747148.000000 Penalty: 6180.418457
	Iteration 140F: 3 clusters Score -3.074715e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143819 members 
Mstep: Class 2 contains 114131 members 
Entering Unmasked Estep 
Score: -30747174.000000 Penalty: 6180.418457
	Iteration 141Q: 3 clusters Score -3.074717e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143797 members 
Mstep: Class 2 contains 114153 members 
Entering Unmasked Estep 
Score: -30747226.000000 Penalty: 6180.418457
	Iteration 142Q: 3 clusters Score -3.074723e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143777 members 
Mstep: Class 2 contains 114173 members 
Entering Unmasked Estep 
Score: -30747220.000000 Penalty: 6180.418457
	Iteration 143Q: 3 clusters Score -3.074722e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143764 members 
Mstep: Class 2 contains 114186 members 
Entering Unmasked Estep 
Score: -30747316.000000 Penalty: 6180.418457
	Iteration 144Q: 3 clusters Score -3.074732e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143730 members 
Mstep: Class 2 contains 114220 members 
Entering Unmasked Estep 
Score: -30747326.000000 Penalty: 6180.418457
	Iteration 145Q: 3 clusters Score -3.074733e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143691 members 
Mstep: Class 2 contains 114259 members 
Entering Unmasked Estep 
Score: -30747330.000000 Penalty: 6180.418457
	Iteration 146Q: 3 clusters Score -3.074733e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143627 members 
Mstep: Class 2 contains 114323 members 
Entering Unmasked Estep 
Score: -30747266.000000 Penalty: 6180.418457
	Iteration 147Q: 3 clusters Score -3.074727e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143538 members 
Mstep: Class 2 contains 114412 members 
Entering Unmasked Estep 
Score: -30747246.000000 Penalty: 6180.418457
	Iteration 148Q: 3 clusters Score -3.074725e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143423 members 
Mstep: Class 2 contains 114527 members 
Entering Unmasked Estep 
Score: -30747302.000000 Penalty: 6180.418457
	Iteration 149Q: 3 clusters Score -3.07473e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143336 members 
Mstep: Class 2 contains 114614 members 
Entering Unmasked Estep 
Score: -30747318.000000 Penalty: 6180.418457
	Iteration 150Q: 3 clusters Score -3.074732e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143282 members 
Mstep: Class 2 contains 114668 members 
Entering Unmasked Estep 
Score: -30747258.000000 Penalty: 6180.418457
	Iteration 151Q: 3 clusters Score -3.074726e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143259 members 
Mstep: Class 2 contains 114691 members 
Entering Unmasked Estep 
Score: -30747340.000000 Penalty: 6180.418457
	Iteration 152Q: 3 clusters Score -3.074734e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143209 members 
Mstep: Class 2 contains 114741 members 
Entering Unmasked Estep 
Score: -30747414.000000 Penalty: 6180.418457
	Iteration 153Q: 3 clusters Score -3.074741e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143182 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -30747458.000000 Penalty: 6180.418457
	Iteration 154Q: 3 clusters Score -3.074746e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143139 members 
Mstep: Class 2 contains 114811 members 
Entering Unmasked Estep 
Score: -30747470.000000 Penalty: 6180.418457
	Iteration 155Q: 3 clusters Score -3.074747e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143125 members 
Mstep: Class 2 contains 114825 members 
Entering Unmasked Estep 
Score: -30747476.000000 Penalty: 6180.418457
	Iteration 156Q: 3 clusters Score -3.074748e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143121 members 
Mstep: Class 2 contains 114829 members 
Entering Unmasked Estep 
Score: -30747510.000000 Penalty: 6180.418457
	Iteration 157Q: 3 clusters Score -3.074751e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143152 members 
Mstep: Class 2 contains 114798 members 
Entering Unmasked Estep 
Score: -30747528.000000 Penalty: 6180.418457
	Iteration 158Q: 3 clusters Score -3.074753e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143191 members 
Mstep: Class 2 contains 114759 members 
Entering Unmasked Estep 
Score: -30747512.000000 Penalty: 6180.418457
	Iteration 159Q: 3 clusters Score -3.074751e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143215 members 
Mstep: Class 2 contains 114735 members 
Entering Unmasked Estep 
Score: -30747550.000000 Penalty: 6180.418457
	Iteration 160F: 3 clusters Score -3.074755e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143263 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -30747584.000000 Penalty: 6180.418457
	Iteration 161Q: 3 clusters Score -3.074758e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143321 members 
Mstep: Class 2 contains 114629 members 
Entering Unmasked Estep 
Score: -30747560.000000 Penalty: 6180.418457
	Iteration 162Q: 3 clusters Score -3.074756e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143375 members 
Mstep: Class 2 contains 114575 members 
Entering Unmasked Estep 
Score: -30747556.000000 Penalty: 6180.418457
	Iteration 163Q: 3 clusters Score -3.074756e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143424 members 
Mstep: Class 2 contains 114526 members 
Entering Unmasked Estep 
Score: -30747662.000000 Penalty: 6180.418457
	Iteration 164Q: 3 clusters Score -3.074766e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143456 members 
Mstep: Class 2 contains 114494 members 
Entering Unmasked Estep 
Score: -30747752.000000 Penalty: 6180.418457
	Iteration 165Q: 3 clusters Score -3.074775e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143502 members 
Mstep: Class 2 contains 114448 members 
Entering Unmasked Estep 
Score: -30747774.000000 Penalty: 6180.418457
	Iteration 166Q: 3 clusters Score -3.074777e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143541 members 
Mstep: Class 2 contains 114409 members 
Entering Unmasked Estep 
Score: -30747856.000000 Penalty: 6180.418457
	Iteration 167Q: 3 clusters Score -3.074786e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143583 members 
Mstep: Class 2 contains 114367 members 
Entering Unmasked Estep 
Score: -30747900.000000 Penalty: 6180.418457
	Iteration 168Q: 3 clusters Score -3.07479e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143599 members 
Mstep: Class 2 contains 114351 members 
Entering Unmasked Estep 
Score: -30747882.000000 Penalty: 6180.418457
	Iteration 169Q: 3 clusters Score -3.074788e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143600 members 
Mstep: Class 2 contains 114350 members 
Entering Unmasked Estep 
Score: -30747878.000000 Penalty: 6180.418457
	Iteration 170Q: 3 clusters Score -3.074788e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143613 members 
Mstep: Class 2 contains 114337 members 
Entering Unmasked Estep 
Score: -30747954.000000 Penalty: 6180.418457
	Iteration 171Q: 3 clusters Score -3.074795e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143609 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -30748022.000000 Penalty: 6180.418457
	Iteration 172Q: 3 clusters Score -3.074802e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143615 members 
Mstep: Class 2 contains 114335 members 
Entering Unmasked Estep 
Score: -30747992.000000 Penalty: 6180.418457
	Iteration 173Q: 3 clusters Score -3.074799e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143625 members 
Mstep: Class 2 contains 114325 members 
Entering Unmasked Estep 
Score: -30748072.000000 Penalty: 6180.418457
	Iteration 174Q: 3 clusters Score -3.074807e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143628 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -30748066.000000 Penalty: 6180.418457
	Iteration 175Q: 3 clusters Score -3.074807e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143629 members 
Mstep: Class 2 contains 114321 members 
Entering Unmasked Estep 
Score: -30748074.000000 Penalty: 6180.418457
	Iteration 176Q: 3 clusters Score -3.074807e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 114345 members 
Entering Unmasked Estep 
Score: -30748098.000000 Penalty: 6180.418457
	Iteration 177Q: 3 clusters Score -3.07481e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143593 members 
Mstep: Class 2 contains 114357 members 
Entering Unmasked Estep 
Score: -30748068.000000 Penalty: 6180.418457
	Iteration 178Q: 3 clusters Score -3.074807e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143582 members 
Mstep: Class 2 contains 114368 members 
Entering Unmasked Estep 
Score: -30748122.000000 Penalty: 6180.418457
	Iteration 179Q: 3 clusters Score -3.074812e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143586 members 
Mstep: Class 2 contains 114364 members 
Entering Unmasked Estep 
Score: -30748132.000000 Penalty: 6180.418457
	Iteration 180F: 3 clusters Score -3.074813e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143598 members 
Mstep: Class 2 contains 114352 members 
Entering Unmasked Estep 
Score: -30748066.000000 Penalty: 6180.418457
	Iteration 181Q: 3 clusters Score -3.074807e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143587 members 
Mstep: Class 2 contains 114363 members 
Entering Unmasked Estep 
Score: -30748086.000000 Penalty: 6180.418457
	Iteration 182Q: 3 clusters Score -3.074809e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143564 members 
Mstep: Class 2 contains 114386 members 
Entering Unmasked Estep 
Score: -30748232.000000 Penalty: 6180.418457
	Iteration 183Q: 3 clusters Score -3.074823e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143509 members 
Mstep: Class 2 contains 114441 members 
Entering Unmasked Estep 
Score: -30748214.000000 Penalty: 6180.418457
	Iteration 184Q: 3 clusters Score -3.074821e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143445 members 
Mstep: Class 2 contains 114505 members 
Entering Unmasked Estep 
Score: -30748264.000000 Penalty: 6180.418457
	Iteration 185Q: 3 clusters Score -3.074826e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143371 members 
Mstep: Class 2 contains 114579 members 
Entering Unmasked Estep 
Score: -30748300.000000 Penalty: 6180.418457
	Iteration 186Q: 3 clusters Score -3.07483e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143307 members 
Mstep: Class 2 contains 114643 members 
Entering Unmasked Estep 
Score: -30748318.000000 Penalty: 6180.418457
	Iteration 187Q: 3 clusters Score -3.074832e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143205 members 
Mstep: Class 2 contains 114745 members 
Entering Unmasked Estep 
Score: -30748210.000000 Penalty: 6180.418457
	Iteration 188Q: 3 clusters Score -3.074821e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143081 members 
Mstep: Class 2 contains 114869 members 
Entering Unmasked Estep 
Score: -30748230.000000 Penalty: 6180.418457
	Iteration 189Q: 3 clusters Score -3.074823e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142956 members 
Mstep: Class 2 contains 114994 members 
Entering Unmasked Estep 
Score: -30748240.000000 Penalty: 6180.418457
	Iteration 190Q: 3 clusters Score -3.074824e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142861 members 
Mstep: Class 2 contains 115089 members 
Entering Unmasked Estep 
Score: -30748188.000000 Penalty: 6180.418457
	Iteration 191Q: 3 clusters Score -3.074819e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142758 members 
Mstep: Class 2 contains 115192 members 
Entering Unmasked Estep 
Score: -30748290.000000 Penalty: 6180.418457
	Iteration 192Q: 3 clusters Score -3.074829e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142620 members 
Mstep: Class 2 contains 115330 members 
Entering Unmasked Estep 
Score: -30748366.000000 Penalty: 6180.418457
	Iteration 193Q: 3 clusters Score -3.074837e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142512 members 
Mstep: Class 2 contains 115438 members 
Entering Unmasked Estep 
Score: -30748376.000000 Penalty: 6180.418457
	Iteration 194Q: 3 clusters Score -3.074838e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142417 members 
Mstep: Class 2 contains 115533 members 
Entering Unmasked Estep 
Score: -30748456.000000 Penalty: 6180.418457
	Iteration 195Q: 3 clusters Score -3.074846e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142335 members 
Mstep: Class 2 contains 115615 members 
Entering Unmasked Estep 
Score: -30748526.000000 Penalty: 6180.418457
	Iteration 196Q: 3 clusters Score -3.074853e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142256 members 
Mstep: Class 2 contains 115694 members 
Entering Unmasked Estep 
Score: -30748564.000000 Penalty: 6180.418457
	Iteration 197Q: 3 clusters Score -3.074856e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142155 members 
Mstep: Class 2 contains 115795 members 
Entering Unmasked Estep 
Score: -30748580.000000 Penalty: 6180.418457
	Iteration 198Q: 3 clusters Score -3.074858e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142058 members 
Mstep: Class 2 contains 115892 members 
Entering Unmasked Estep 
Score: -30748628.000000 Penalty: 6180.418457
	Iteration 199Q: 3 clusters Score -3.074863e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141948 members 
Mstep: Class 2 contains 116002 members 
Entering Unmasked Estep 
Score: -30748640.000000 Penalty: 6180.418457
	Iteration 200F: 3 clusters Score -3.074864e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 116130 members 
Entering Unmasked Estep 
Score: -30748724.000000 Penalty: 6180.418457
	Iteration 201Q: 3 clusters Score -3.074872e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141726 members 
Mstep: Class 2 contains 116224 members 
Entering Unmasked Estep 
Score: -30748696.000000 Penalty: 6180.418457
	Iteration 202Q: 3 clusters Score -3.07487e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141593 members 
Mstep: Class 2 contains 116357 members 
Entering Unmasked Estep 
Score: -30748688.000000 Penalty: 6180.418457
	Iteration 203Q: 3 clusters Score -3.074869e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141473 members 
Mstep: Class 2 contains 116477 members 
Entering Unmasked Estep 
Score: -30748822.000000 Penalty: 6180.418457
	Iteration 204Q: 3 clusters Score -3.074882e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141330 members 
Mstep: Class 2 contains 116620 members 
Entering Unmasked Estep 
Score: -30748840.000000 Penalty: 6180.418457
	Iteration 205Q: 3 clusters Score -3.074884e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141207 members 
Mstep: Class 2 contains 116743 members 
Entering Unmasked Estep 
Score: -30748856.000000 Penalty: 6180.418457
	Iteration 206Q: 3 clusters Score -3.074886e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141099 members 
Mstep: Class 2 contains 116851 members 
Entering Unmasked Estep 
Score: -30748822.000000 Penalty: 6180.418457
	Iteration 207Q: 3 clusters Score -3.074882e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 116934 members 
Entering Unmasked Estep 
Score: -30748838.000000 Penalty: 6180.418457
	Iteration 208Q: 3 clusters Score -3.074884e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140975 members 
Mstep: Class 2 contains 116975 members 
Entering Unmasked Estep 
Score: -30748856.000000 Penalty: 6180.418457
	Iteration 209Q: 3 clusters Score -3.074886e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140929 members 
Mstep: Class 2 contains 117021 members 
Entering Unmasked Estep 
Score: -30748806.000000 Penalty: 6180.418457
	Iteration 210Q: 3 clusters Score -3.074881e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140807 members 
Mstep: Class 2 contains 117143 members 
Entering Unmasked Estep 
Score: -30748914.000000 Penalty: 6180.418457
	Iteration 211Q: 3 clusters Score -3.074891e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140683 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -30749030.000000 Penalty: 6180.418457
	Iteration 212Q: 3 clusters Score -3.074903e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140557 members 
Mstep: Class 2 contains 117393 members 
Entering Unmasked Estep 
Score: -30749056.000000 Penalty: 6180.418457
	Iteration 213Q: 3 clusters Score -3.074906e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140394 members 
Mstep: Class 2 contains 117556 members 
Entering Unmasked Estep 
Score: -30749112.000000 Penalty: 6180.418457
	Iteration 214Q: 3 clusters Score -3.074911e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140216 members 
Mstep: Class 2 contains 117734 members 
Entering Unmasked Estep 
Score: -30749162.000000 Penalty: 6180.418457
	Iteration 215Q: 3 clusters Score -3.074916e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140008 members 
Mstep: Class 2 contains 117942 members 
Entering Unmasked Estep 
Score: -30749174.000000 Penalty: 6180.418457
	Iteration 216Q: 3 clusters Score -3.074917e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139762 members 
Mstep: Class 2 contains 118188 members 
Entering Unmasked Estep 
Score: -30749208.000000 Penalty: 6180.418457
	Iteration 217Q: 3 clusters Score -3.074921e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139574 members 
Mstep: Class 2 contains 118376 members 
Entering Unmasked Estep 
Score: -30749320.000000 Penalty: 6180.418457
	Iteration 218Q: 3 clusters Score -3.074932e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139381 members 
Mstep: Class 2 contains 118569 members 
Entering Unmasked Estep 
Score: -30749412.000000 Penalty: 6180.418457
	Iteration 219Q: 3 clusters Score -3.074941e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139174 members 
Mstep: Class 2 contains 118776 members 
Entering Unmasked Estep 
Score: -30749510.000000 Penalty: 6180.418457
	Iteration 220F: 3 clusters Score -3.074951e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138962 members 
Mstep: Class 2 contains 118988 members 
Entering Unmasked Estep 
Score: -30749656.000000 Penalty: 6180.418457
	Iteration 221Q: 3 clusters Score -3.074966e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138762 members 
Mstep: Class 2 contains 119188 members 
Entering Unmasked Estep 
Score: -30749812.000000 Penalty: 6180.418457
	Iteration 222Q: 3 clusters Score -3.074981e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138591 members 
Mstep: Class 2 contains 119359 members 
Entering Unmasked Estep 
Score: -30749954.000000 Penalty: 6180.418457
	Iteration 223Q: 3 clusters Score -3.074995e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138456 members 
Mstep: Class 2 contains 119494 members 
Entering Unmasked Estep 
Score: -30749976.000000 Penalty: 6180.418457
	Iteration 224Q: 3 clusters Score -3.074998e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138343 members 
Mstep: Class 2 contains 119607 members 
Entering Unmasked Estep 
Score: -30750066.000000 Penalty: 6180.418457
	Iteration 225Q: 3 clusters Score -3.075007e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138187 members 
Mstep: Class 2 contains 119763 members 
Entering Unmasked Estep 
Score: -30750102.000000 Penalty: 6180.418457
	Iteration 226Q: 3 clusters Score -3.07501e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137983 members 
Mstep: Class 2 contains 119967 members 
Entering Unmasked Estep 
Score: -30750158.000000 Penalty: 6180.418457
	Iteration 227Q: 3 clusters Score -3.075016e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137805 members 
Mstep: Class 2 contains 120145 members 
Entering Unmasked Estep 
Score: -30750312.000000 Penalty: 6180.418457
	Iteration 228Q: 3 clusters Score -3.075031e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137635 members 
Mstep: Class 2 contains 120315 members 
Entering Unmasked Estep 
Score: -30750346.000000 Penalty: 6180.418457
	Iteration 229Q: 3 clusters Score -3.075035e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137460 members 
Mstep: Class 2 contains 120490 members 
Entering Unmasked Estep 
Score: -30750454.000000 Penalty: 6180.418457
	Iteration 230Q: 3 clusters Score -3.075045e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137250 members 
Mstep: Class 2 contains 120700 members 
Entering Unmasked Estep 
Score: -30750466.000000 Penalty: 6180.418457
	Iteration 231Q: 3 clusters Score -3.075047e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137053 members 
Mstep: Class 2 contains 120897 members 
Entering Unmasked Estep 
Score: -30750664.000000 Penalty: 6180.418457
	Iteration 232Q: 3 clusters Score -3.075066e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136837 members 
Mstep: Class 2 contains 121113 members 
Entering Unmasked Estep 
Score: -30750756.000000 Penalty: 6180.418457
	Iteration 233Q: 3 clusters Score -3.075076e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136582 members 
Mstep: Class 2 contains 121368 members 
Entering Unmasked Estep 
Score: -30750888.000000 Penalty: 6180.418457
	Iteration 234Q: 3 clusters Score -3.075089e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136253 members 
Mstep: Class 2 contains 121697 members 
Entering Unmasked Estep 
Score: -30750928.000000 Penalty: 6180.418457
	Iteration 235Q: 3 clusters Score -3.075093e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135950 members 
Mstep: Class 2 contains 122000 members 
Entering Unmasked Estep 
Score: -30750996.000000 Penalty: 6180.418457
	Iteration 236Q: 3 clusters Score -3.0751e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135626 members 
Mstep: Class 2 contains 122324 members 
Entering Unmasked Estep 
Score: -30751138.000000 Penalty: 6180.418457
	Iteration 237Q: 3 clusters Score -3.075114e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135338 members 
Mstep: Class 2 contains 122612 members 
Entering Unmasked Estep 
Score: -30751274.000000 Penalty: 6180.418457
	Iteration 238Q: 3 clusters Score -3.075127e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135047 members 
Mstep: Class 2 contains 122903 members 
Entering Unmasked Estep 
Score: -30751392.000000 Penalty: 6180.418457
	Iteration 239Q: 3 clusters Score -3.075139e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134735 members 
Mstep: Class 2 contains 123215 members 
Entering Unmasked Estep 
Score: -30751466.000000 Penalty: 6180.418457
	Iteration 240F: 3 clusters Score -3.075147e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134405 members 
Mstep: Class 2 contains 123545 members 
Entering Unmasked Estep 
Score: -30751542.000000 Penalty: 6180.418457
	Iteration 241Q: 3 clusters Score -3.075154e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134045 members 
Mstep: Class 2 contains 123905 members 
Entering Unmasked Estep 
Score: -30751658.000000 Penalty: 6180.418457
	Iteration 242Q: 3 clusters Score -3.075166e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133710 members 
Mstep: Class 2 contains 124240 members 
Entering Unmasked Estep 
Score: -30751812.000000 Penalty: 6180.418457
	Iteration 243Q: 3 clusters Score -3.075181e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133331 members 
Mstep: Class 2 contains 124619 members 
Entering Unmasked Estep 
Score: -30751920.000000 Penalty: 6180.418457
	Iteration 244Q: 3 clusters Score -3.075192e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132936 members 
Mstep: Class 2 contains 125014 members 
Entering Unmasked Estep 
Score: -30751978.000000 Penalty: 6180.418457
	Iteration 245Q: 3 clusters Score -3.075198e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132513 members 
Mstep: Class 2 contains 125437 members 
Entering Unmasked Estep 
Score: -30752036.000000 Penalty: 6180.418457
	Iteration 246Q: 3 clusters Score -3.075204e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132107 members 
Mstep: Class 2 contains 125843 members 
Entering Unmasked Estep 
Score: -30752144.000000 Penalty: 6180.418457
	Iteration 247Q: 3 clusters Score -3.075214e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131746 members 
Mstep: Class 2 contains 126204 members 
Entering Unmasked Estep 
Score: -30752276.000000 Penalty: 6180.418457
	Iteration 248Q: 3 clusters Score -3.075228e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131419 members 
Mstep: Class 2 contains 126531 members 
Entering Unmasked Estep 
Score: -30752364.000000 Penalty: 6180.418457
	Iteration 249Q: 3 clusters Score -3.075236e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131072 members 
Mstep: Class 2 contains 126878 members 
Entering Unmasked Estep 
Score: -30752388.000000 Penalty: 6180.418457
	Iteration 250Q: 3 clusters Score -3.075239e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130704 members 
Mstep: Class 2 contains 127246 members 
Entering Unmasked Estep 
Score: -30752402.000000 Penalty: 6180.418457
	Iteration 251Q: 3 clusters Score -3.07524e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130355 members 
Mstep: Class 2 contains 127595 members 
Entering Unmasked Estep 
Score: -30752566.000000 Penalty: 6180.418457
	Iteration 252Q: 3 clusters Score -3.075257e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129996 members 
Mstep: Class 2 contains 127954 members 
Entering Unmasked Estep 
Score: -30752654.000000 Penalty: 6180.418457
	Iteration 253Q: 3 clusters Score -3.075265e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129634 members 
Mstep: Class 2 contains 128316 members 
Entering Unmasked Estep 
Score: -30752682.000000 Penalty: 6180.418457
	Iteration 254Q: 3 clusters Score -3.075268e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129286 members 
Mstep: Class 2 contains 128664 members 
Entering Unmasked Estep 
Score: -30752754.000000 Penalty: 6180.418457
	Iteration 255Q: 3 clusters Score -3.075275e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128959 members 
Mstep: Class 2 contains 128991 members 
Entering Unmasked Estep 
Score: -30752828.000000 Penalty: 6180.418457
	Iteration 256Q: 3 clusters Score -3.075283e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128597 members 
Mstep: Class 2 contains 129353 members 
Entering Unmasked Estep 
Score: -30752904.000000 Penalty: 6180.418457
	Iteration 257Q: 3 clusters Score -3.07529e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128195 members 
Mstep: Class 2 contains 129755 members 
Entering Unmasked Estep 
Score: -30752882.000000 Penalty: 6180.418457
	Iteration 258Q: 3 clusters Score -3.075288e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127809 members 
Mstep: Class 2 contains 130141 members 
Entering Unmasked Estep 
Score: -30752924.000000 Penalty: 6180.418457
	Iteration 259Q: 3 clusters Score -3.075292e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127399 members 
Mstep: Class 2 contains 130551 members 
Entering Unmasked Estep 
Score: -30752986.000000 Penalty: 6180.418457
	Iteration 260F: 3 clusters Score -3.075299e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126944 members 
Mstep: Class 2 contains 131006 members 
Entering Unmasked Estep 
Score: -30753026.000000 Penalty: 6180.418457
	Iteration 261Q: 3 clusters Score -3.075303e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126482 members 
Mstep: Class 2 contains 131468 members 
Entering Unmasked Estep 
Score: -30753112.000000 Penalty: 6180.418457
	Iteration 262Q: 3 clusters Score -3.075311e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126018 members 
Mstep: Class 2 contains 131932 members 
Entering Unmasked Estep 
Score: -30753114.000000 Penalty: 6180.418457
	Iteration 263Q: 3 clusters Score -3.075311e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125584 members 
Mstep: Class 2 contains 132366 members 
Entering Unmasked Estep 
Score: -30753224.000000 Penalty: 6180.418457
	Iteration 264Q: 3 clusters Score -3.075322e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125147 members 
Mstep: Class 2 contains 132803 members 
Entering Unmasked Estep 
Score: -30753272.000000 Penalty: 6180.418457
	Iteration 265Q: 3 clusters Score -3.075327e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124699 members 
Mstep: Class 2 contains 133251 members 
Entering Unmasked Estep 
Score: -30753364.000000 Penalty: 6180.418457
	Iteration 266Q: 3 clusters Score -3.075336e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124264 members 
Mstep: Class 2 contains 133686 members 
Entering Unmasked Estep 
Score: -30753336.000000 Penalty: 6180.418457
	Iteration 267Q: 3 clusters Score -3.075334e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123865 members 
Mstep: Class 2 contains 134085 members 
Entering Unmasked Estep 
Score: -30753382.000000 Penalty: 6180.418457
	Iteration 268Q: 3 clusters Score -3.075338e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123387 members 
Mstep: Class 2 contains 134563 members 
Entering Unmasked Estep 
Score: -30753524.000000 Penalty: 6180.418457
	Iteration 269Q: 3 clusters Score -3.075352e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122869 members 
Mstep: Class 2 contains 135081 members 
Entering Unmasked Estep 
Score: -30753526.000000 Penalty: 6180.418457
	Iteration 270Q: 3 clusters Score -3.075353e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122344 members 
Mstep: Class 2 contains 135606 members 
Entering Unmasked Estep 
Score: -30753512.000000 Penalty: 6180.418457
	Iteration 271Q: 3 clusters Score -3.075351e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121787 members 
Mstep: Class 2 contains 136163 members 
Entering Unmasked Estep 
Score: -30753536.000000 Penalty: 6180.418457
	Iteration 272Q: 3 clusters Score -3.075354e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121229 members 
Mstep: Class 2 contains 136721 members 
Entering Unmasked Estep 
Score: -30753652.000000 Penalty: 6180.418457
	Iteration 273Q: 3 clusters Score -3.075365e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120673 members 
Mstep: Class 2 contains 137277 members 
Entering Unmasked Estep 
Score: -30753664.000000 Penalty: 6180.418457
	Iteration 274Q: 3 clusters Score -3.075366e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120029 members 
Mstep: Class 2 contains 137921 members 
Entering Unmasked Estep 
Score: -30753786.000000 Penalty: 6180.418457
	Iteration 275Q: 3 clusters Score -3.075379e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119329 members 
Mstep: Class 2 contains 138621 members 
Entering Unmasked Estep 
Score: -30753840.000000 Penalty: 6180.418457
	Iteration 276Q: 3 clusters Score -3.075384e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118615 members 
Mstep: Class 2 contains 139335 members 
Entering Unmasked Estep 
Score: -30753916.000000 Penalty: 6180.418457
	Iteration 277Q: 3 clusters Score -3.075392e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117855 members 
Mstep: Class 2 contains 140095 members 
Entering Unmasked Estep 
Score: -30754004.000000 Penalty: 6180.418457
	Iteration 278Q: 3 clusters Score -3.0754e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117060 members 
Mstep: Class 2 contains 140890 members 
Entering Unmasked Estep 
Score: -30754054.000000 Penalty: 6180.418457
	Iteration 279Q: 3 clusters Score -3.075405e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116186 members 
Mstep: Class 2 contains 141764 members 
Entering Unmasked Estep 
Score: -30754182.000000 Penalty: 6180.418457
	Iteration 280F: 3 clusters Score -3.075418e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115298 members 
Mstep: Class 2 contains 142652 members 
Entering Unmasked Estep 
Score: -30754314.000000 Penalty: 6180.418457
	Iteration 281Q: 3 clusters Score -3.075431e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114331 members 
Mstep: Class 2 contains 143619 members 
Entering Unmasked Estep 
Score: -30754390.000000 Penalty: 6180.418457
	Iteration 282Q: 3 clusters Score -3.075439e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113333 members 
Mstep: Class 2 contains 144617 members 
Entering Unmasked Estep 
Score: -30754448.000000 Penalty: 6180.418457
	Iteration 283Q: 3 clusters Score -3.075445e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112332 members 
Mstep: Class 2 contains 145618 members 
Entering Unmasked Estep 
Score: -30754476.000000 Penalty: 6180.418457
	Iteration 284Q: 3 clusters Score -3.075448e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111285 members 
Mstep: Class 2 contains 146665 members 
Entering Unmasked Estep 
Score: -30754516.000000 Penalty: 6180.418457
	Iteration 285Q: 3 clusters Score -3.075452e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110134 members 
Mstep: Class 2 contains 147816 members 
Entering Unmasked Estep 
Score: -30754464.000000 Penalty: 6180.418457
	Iteration 286Q: 3 clusters Score -3.075446e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108919 members 
Mstep: Class 2 contains 149031 members 
Entering Unmasked Estep 
Score: -30754404.000000 Penalty: 6180.418457
	Iteration 287Q: 3 clusters Score -3.07544e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 150261 members 
Entering Unmasked Estep 
Score: -30754426.000000 Penalty: 6180.418457
	Iteration 288Q: 3 clusters Score -3.075443e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 151597 members 
Entering Unmasked Estep 
Score: -30754282.000000 Penalty: 6180.418457
	Iteration 289Q: 3 clusters Score -3.075428e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104989 members 
Mstep: Class 2 contains 152961 members 
Entering Unmasked Estep 
Score: -30754148.000000 Penalty: 6180.418457
	Iteration 290Q: 3 clusters Score -3.075415e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 154363 members 
Entering Unmasked Estep 
Score: -30754042.000000 Penalty: 6180.418457
	Iteration 291Q: 3 clusters Score -3.075404e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102126 members 
Mstep: Class 2 contains 155824 members 
Entering Unmasked Estep 
Score: -30753900.000000 Penalty: 6180.418457
	Iteration 292Q: 3 clusters Score -3.07539e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100664 members 
Mstep: Class 2 contains 157286 members 
Entering Unmasked Estep 
Score: -30753788.000000 Penalty: 6180.418457
	Iteration 293Q: 3 clusters Score -3.075379e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99200 members 
Mstep: Class 2 contains 158750 members 
Entering Unmasked Estep 
Score: -30753632.000000 Penalty: 6180.418457
	Iteration 294Q: 3 clusters Score -3.075363e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97760 members 
Mstep: Class 2 contains 160190 members 
Entering Unmasked Estep 
Score: -30753348.000000 Penalty: 6180.418457
	Iteration 295Q: 3 clusters Score -3.075335e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96334 members 
Mstep: Class 2 contains 161616 members 
Entering Unmasked Estep 
Score: -30753066.000000 Penalty: 6180.418457
	Iteration 296Q: 3 clusters Score -3.075307e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94944 members 
Mstep: Class 2 contains 163006 members 
Entering Unmasked Estep 
Score: -30752682.000000 Penalty: 6180.418457
	Iteration 297Q: 3 clusters Score -3.075268e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 164334 members 
Entering Unmasked Estep 
Score: -30752272.000000 Penalty: 6180.418457
	Iteration 298Q: 3 clusters Score -3.075227e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92472 members 
Mstep: Class 2 contains 165478 members 
Entering Unmasked Estep 
Score: -30752072.000000 Penalty: 6180.418457
	Iteration 299Q: 3 clusters Score -3.075207e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91408 members 
Mstep: Class 2 contains 166542 members 
Entering Unmasked Estep 
Score: -30751696.000000 Penalty: 6180.418457
	Iteration 300F: 3 clusters Score -3.07517e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 167502 members 
Entering Unmasked Estep 
Score: -30751306.000000 Penalty: 6180.418457
	Iteration 301Q: 3 clusters Score -3.075131e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 168350 members 
Entering Unmasked Estep 
Score: -30751000.000000 Penalty: 6180.418457
	Iteration 302Q: 3 clusters Score -3.0751e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 169043 members 
Entering Unmasked Estep 
Score: -30750602.000000 Penalty: 6180.418457
	Iteration 303Q: 3 clusters Score -3.07506e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88343 members 
Mstep: Class 2 contains 169607 members 
Entering Unmasked Estep 
Score: -30750454.000000 Penalty: 6180.418457
	Iteration 304Q: 3 clusters Score -3.075045e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87856 members 
Mstep: Class 2 contains 170094 members 
Entering Unmasked Estep 
Score: -30750266.000000 Penalty: 6180.418457
	Iteration 305Q: 3 clusters Score -3.075027e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 170456 members 
Entering Unmasked Estep 
Score: -30750098.000000 Penalty: 6180.418457
	Iteration 306Q: 3 clusters Score -3.07501e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 170744 members 
Entering Unmasked Estep 
Score: -30749912.000000 Penalty: 6180.418457
	Iteration 307Q: 3 clusters Score -3.074991e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86993 members 
Mstep: Class 2 contains 170957 members 
Entering Unmasked Estep 
Score: -30749660.000000 Penalty: 6180.418457
	Iteration 308Q: 3 clusters Score -3.074966e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86818 members 
Mstep: Class 2 contains 171132 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -3.074957e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86705 members 
Mstep: Class 2 contains 171245 members 
Entering Unmasked Estep 
Score: -30749402.000000 Penalty: 6180.418457
	Iteration 310Q: 3 clusters Score -3.07494e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 171326 members 
Entering Unmasked Estep 
Score: -30749242.000000 Penalty: 6180.418457
	Iteration 311Q: 3 clusters Score -3.074924e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 171353 members 
Entering Unmasked Estep 
Score: -30749242.000000 Penalty: 6180.418457
	Iteration 312Q: 3 clusters Score -3.074924e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 171305 members 
Entering Unmasked Estep 
Score: -30749122.000000 Penalty: 6180.418457
	Iteration 313Q: 3 clusters Score -3.074912e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86718 members 
Mstep: Class 2 contains 171232 members 
Entering Unmasked Estep 
Score: -30748996.000000 Penalty: 6180.418457
	Iteration 314Q: 3 clusters Score -3.0749e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86794 members 
Mstep: Class 2 contains 171156 members 
Entering Unmasked Estep 
Score: -30748880.000000 Penalty: 6180.418457
	Iteration 315Q: 3 clusters Score -3.074888e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 171040 members 
Entering Unmasked Estep 
Score: -30748782.000000 Penalty: 6180.418457
	Iteration 316Q: 3 clusters Score -3.074878e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 170861 members 
Entering Unmasked Estep 
Score: -30748636.000000 Penalty: 6180.418457
	Iteration 317Q: 3 clusters Score -3.074864e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87280 members 
Mstep: Class 2 contains 170670 members 
Entering Unmasked Estep 
Score: -30748690.000000 Penalty: 6180.418457
	Iteration 318Q: 3 clusters Score -3.074869e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 170456 members 
Entering Unmasked Estep 
Score: -30748660.000000 Penalty: 6180.418457
	Iteration 319Q: 3 clusters Score -3.074866e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87729 members 
Mstep: Class 2 contains 170221 members 
Entering Unmasked Estep 
Score: -30748634.000000 Penalty: 6180.418457
	Iteration 320F: 3 clusters Score -3.074863e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 169984 members 
Entering Unmasked Estep 
Score: -30748636.000000 Penalty: 6180.418457
	Iteration 321Q: 3 clusters Score -3.074864e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88209 members 
Mstep: Class 2 contains 169741 members 
Entering Unmasked Estep 
Score: -30748640.000000 Penalty: 6180.418457
	Iteration 322Q: 3 clusters Score -3.074864e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 169499 members 
Entering Unmasked Estep 
Score: -30748656.000000 Penalty: 6180.418457
	Iteration 323Q: 3 clusters Score -3.074866e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88725 members 
Mstep: Class 2 contains 169225 members 
Entering Unmasked Estep 
Score: -30748644.000000 Penalty: 6180.418457
	Iteration 324Q: 3 clusters Score -3.074864e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 168982 members 
Entering Unmasked Estep 
Score: -30748728.000000 Penalty: 6180.418457
	Iteration 325Q: 3 clusters Score -3.074873e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89196 members 
Mstep: Class 2 contains 168754 members 
Entering Unmasked Estep 
Score: -30748748.000000 Penalty: 6180.418457
	Iteration 326Q: 3 clusters Score -3.074875e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 168483 members 
Entering Unmasked Estep 
Score: -30748704.000000 Penalty: 6180.418457
	Iteration 327Q: 3 clusters Score -3.07487e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 168233 members 
Entering Unmasked Estep 
Score: -30748664.000000 Penalty: 6180.418457
	Iteration 328Q: 3 clusters Score -3.074866e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Mstep: Class 2 contains 167989 members 
Entering Unmasked Estep 
Score: -30748672.000000 Penalty: 6180.418457
	Iteration 329Q: 3 clusters Score -3.074867e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90211 members 
Mstep: Class 2 contains 167739 members 
Entering Unmasked Estep 
Score: -30748648.000000 Penalty: 6180.418457
	Iteration 330Q: 3 clusters Score -3.074865e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90463 members 
Mstep: Class 2 contains 167487 members 
Entering Unmasked Estep 
Score: -30748624.000000 Penalty: 6180.418457
	Iteration 331Q: 3 clusters Score -3.074862e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 167229 members 
Entering Unmasked Estep 
Score: -30748702.000000 Penalty: 6180.418457
	Iteration 332Q: 3 clusters Score -3.07487e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 167005 members 
Entering Unmasked Estep 
Score: -30748752.000000 Penalty: 6180.418457
	Iteration 333Q: 3 clusters Score -3.074875e+07 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 166789 members 
Entering Unmasked Estep 
Score: -30748772.000000 Penalty: 6180.418457
	Iteration 334Q: 3 clusters Score -3.074877e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91386 members 
Mstep: Class 2 contains 166564 members 
Entering Unmasked Estep 
Score: -30748842.000000 Penalty: 6180.418457
	Iteration 335Q: 3 clusters Score -3.074884e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91595 members 
Mstep: Class 2 contains 166355 members 
Entering Unmasked Estep 
Score: -30748846.000000 Penalty: 6180.418457
	Iteration 336Q: 3 clusters Score -3.074885e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 166163 members 
Entering Unmasked Estep 
Score: -30748886.000000 Penalty: 6180.418457
	Iteration 337Q: 3 clusters Score -3.074889e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91973 members 
Mstep: Class 2 contains 165977 members 
Entering Unmasked Estep 
Score: -30748906.000000 Penalty: 6180.418457
	Iteration 338Q: 3 clusters Score -3.074891e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92129 members 
Mstep: Class 2 contains 165821 members 
Entering Unmasked Estep 
Score: -30748974.000000 Penalty: 6180.418457
	Iteration 339Q: 3 clusters Score -3.074897e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 165679 members 
Entering Unmasked Estep 
Score: -30749020.000000 Penalty: 6180.418457
	Iteration 340F: 3 clusters Score -3.074902e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92414 members 
Mstep: Class 2 contains 165536 members 
Entering Unmasked Estep 
Score: -30749034.000000 Penalty: 6180.418457
	Iteration 341Q: 3 clusters Score -3.074903e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92554 members 
Mstep: Class 2 contains 165396 members 
Entering Unmasked Estep 
Score: -30749062.000000 Penalty: 6180.418457
	Iteration 342Q: 3 clusters Score -3.074906e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92677 members 
Mstep: Class 2 contains 165273 members 
Entering Unmasked Estep 
Score: -30749164.000000 Penalty: 6180.418457
	Iteration 343Q: 3 clusters Score -3.074916e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92821 members 
Mstep: Class 2 contains 165129 members 
Entering Unmasked Estep 
Score: -30749174.000000 Penalty: 6180.418457
	Iteration 344Q: 3 clusters Score -3.074917e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -30749206.000000 Penalty: 6180.418457
	Iteration 345Q: 3 clusters Score -3.074921e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 164811 members 
Entering Unmasked Estep 
Score: -30749244.000000 Penalty: 6180.418457
	Iteration 346Q: 3 clusters Score -3.074924e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 164685 members 
Entering Unmasked Estep 
Score: -30749250.000000 Penalty: 6180.418457
	Iteration 347Q: 3 clusters Score -3.074925e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93367 members 
Mstep: Class 2 contains 164583 members 
Entering Unmasked Estep 
Score: -30749286.000000 Penalty: 6180.418457
	Iteration 348Q: 3 clusters Score -3.074929e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93501 members 
Mstep: Class 2 contains 164449 members 
Entering Unmasked Estep 
Score: -30749344.000000 Penalty: 6180.418457
	Iteration 349Q: 3 clusters Score -3.074934e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 164324 members 
Entering Unmasked Estep 
Score: -30749354.000000 Penalty: 6180.418457
	Iteration 350Q: 3 clusters Score -3.074935e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93733 members 
Mstep: Class 2 contains 164217 members 
Entering Unmasked Estep 
Score: -30749362.000000 Penalty: 6180.418457
	Iteration 351Q: 3 clusters Score -3.074936e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93826 members 
Mstep: Class 2 contains 164124 members 
Entering Unmasked Estep 
Score: -30749372.000000 Penalty: 6180.418457
	Iteration 352Q: 3 clusters Score -3.074937e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93922 members 
Mstep: Class 2 contains 164028 members 
Entering Unmasked Estep 
Score: -30749368.000000 Penalty: 6180.418457
	Iteration 353Q: 3 clusters Score -3.074937e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 163938 members 
Entering Unmasked Estep 
Score: -30749376.000000 Penalty: 6180.418457
	Iteration 354Q: 3 clusters Score -3.074938e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 163857 members 
Entering Unmasked Estep 
Score: -30749394.000000 Penalty: 6180.418457
	Iteration 355Q: 3 clusters Score -3.074939e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 163792 members 
Entering Unmasked Estep 
Score: -30749380.000000 Penalty: 6180.418457
	Iteration 356Q: 3 clusters Score -3.074938e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 163737 members 
Entering Unmasked Estep 
Score: -30749384.000000 Penalty: 6180.418457
	Iteration 357Q: 3 clusters Score -3.074938e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94265 members 
Mstep: Class 2 contains 163685 members 
Entering Unmasked Estep 
Score: -30749398.000000 Penalty: 6180.418457
	Iteration 358Q: 3 clusters Score -3.07494e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94300 members 
Mstep: Class 2 contains 163650 members 
Entering Unmasked Estep 
Score: -30749362.000000 Penalty: 6180.418457
	Iteration 359Q: 3 clusters Score -3.074936e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 163614 members 
Entering Unmasked Estep 
Score: -30749396.000000 Penalty: 6180.418457
	Iteration 360F: 3 clusters Score -3.07494e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94377 members 
Mstep: Class 2 contains 163573 members 
Entering Unmasked Estep 
Score: -30749390.000000 Penalty: 6180.418457
	Iteration 361Q: 3 clusters Score -3.074939e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94406 members 
Mstep: Class 2 contains 163544 members 
Entering Unmasked Estep 
Score: -30749404.000000 Penalty: 6180.418457
	Iteration 362Q: 3 clusters Score -3.07494e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 163527 members 
Entering Unmasked Estep 
Score: -30749400.000000 Penalty: 6180.418457
	Iteration 363Q: 3 clusters Score -3.07494e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94446 members 
Mstep: Class 2 contains 163504 members 
Entering Unmasked Estep 
Score: -30749444.000000 Penalty: 6180.418457
	Iteration 364Q: 3 clusters Score -3.074944e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 163474 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -3.074944e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94500 members 
Mstep: Class 2 contains 163450 members 
Entering Unmasked Estep 
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	Iteration 366Q: 3 clusters Score -3.074945e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94536 members 
Mstep: Class 2 contains 163414 members 
Entering Unmasked Estep 
Score: -30749446.000000 Penalty: 6180.418457
	Iteration 367Q: 3 clusters Score -3.074945e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94564 members 
Mstep: Class 2 contains 163386 members 
Entering Unmasked Estep 
Score: -30749442.000000 Penalty: 6180.418457
	Iteration 368Q: 3 clusters Score -3.074944e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94586 members 
Mstep: Class 2 contains 163364 members 
Entering Unmasked Estep 
Score: -30749450.000000 Penalty: 6180.418457
	Iteration 369Q: 3 clusters Score -3.074945e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94603 members 
Mstep: Class 2 contains 163347 members 
Entering Unmasked Estep 
Score: -30749466.000000 Penalty: 6180.418457
	Iteration 370Q: 3 clusters Score -3.074947e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94610 members 
Mstep: Class 2 contains 163340 members 
Entering Unmasked Estep 
Score: -30749496.000000 Penalty: 6180.418457
	Iteration 371Q: 3 clusters Score -3.07495e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94636 members 
Mstep: Class 2 contains 163314 members 
Entering Unmasked Estep 
Score: -30749500.000000 Penalty: 6180.418457
	Iteration 372Q: 3 clusters Score -3.07495e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 163294 members 
Entering Unmasked Estep 
Score: -30749504.000000 Penalty: 6180.418457
	Iteration 373Q: 3 clusters Score -3.07495e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94667 members 
Mstep: Class 2 contains 163283 members 
Entering Unmasked Estep 
Score: -30749510.000000 Penalty: 6180.418457
	Iteration 374Q: 3 clusters Score -3.074951e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94688 members 
Mstep: Class 2 contains 163262 members 
Entering Unmasked Estep 
Score: -30749510.000000 Penalty: 6180.418457
	Iteration 375Q: 3 clusters Score -3.074951e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94692 members 
Mstep: Class 2 contains 163258 members 
Entering Unmasked Estep 
Score: -30749494.000000 Penalty: 6180.418457
	Iteration 376Q: 3 clusters Score -3.074949e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94700 members 
Mstep: Class 2 contains 163250 members 
Entering Unmasked Estep 
Score: -30749500.000000 Penalty: 6180.418457
	Iteration 377Q: 3 clusters Score -3.07495e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94712 members 
Mstep: Class 2 contains 163238 members 
Entering Unmasked Estep 
Score: -30749524.000000 Penalty: 6180.418457
	Iteration 378Q: 3 clusters Score -3.074952e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94720 members 
Mstep: Class 2 contains 163230 members 
Entering Unmasked Estep 
Score: -30749510.000000 Penalty: 6180.418457
	Iteration 379Q: 3 clusters Score -3.074951e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94727 members 
Mstep: Class 2 contains 163223 members 
Entering Unmasked Estep 
Score: -30749518.000000 Penalty: 6180.418457
	Iteration 380F: 3 clusters Score -3.074952e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94734 members 
Mstep: Class 2 contains 163216 members 
Entering Unmasked Estep 
Score: -30749526.000000 Penalty: 6180.418457
	Iteration 381Q: 3 clusters Score -3.074953e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 163210 members 
Entering Unmasked Estep 
Score: -30749528.000000 Penalty: 6180.418457
	Iteration 382Q: 3 clusters Score -3.074953e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94739 members 
Mstep: Class 2 contains 163211 members 
Entering Unmasked Estep 
Score: -30749564.000000 Penalty: 6180.418457
	Iteration 383Q: 3 clusters Score -3.074956e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94735 members 
Mstep: Class 2 contains 163215 members 
Entering Unmasked Estep 
Score: -30749592.000000 Penalty: 6180.418457
	Iteration 384Q: 3 clusters Score -3.074959e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 163210 members 
Entering Unmasked Estep 
Score: -30749620.000000 Penalty: 6180.418457
	Iteration 385Q: 3 clusters Score -3.074962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94750 members 
Mstep: Class 2 contains 163200 members 
Entering Unmasked Estep 
Score: -30749596.000000 Penalty: 6180.418457
	Iteration 386Q: 3 clusters Score -3.07496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94763 members 
Mstep: Class 2 contains 163187 members 
Entering Unmasked Estep 
Score: -30749610.000000 Penalty: 6180.418457
	Iteration 387Q: 3 clusters Score -3.074961e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94773 members 
Mstep: Class 2 contains 163177 members 
Entering Unmasked Estep 
Score: -30749580.000000 Penalty: 6180.418457
	Iteration 388Q: 3 clusters Score -3.074958e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 163171 members 
Entering Unmasked Estep 
Score: -30749598.000000 Penalty: 6180.418457
	Iteration 389Q: 3 clusters Score -3.07496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 163167 members 
Entering Unmasked Estep 
Score: -30749604.000000 Penalty: 6180.418457
	Iteration 390Q: 3 clusters Score -3.07496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 163166 members 
Entering Unmasked Estep 
Score: -30749574.000000 Penalty: 6180.418457
	Iteration 391Q: 3 clusters Score -3.074957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 163163 members 
Entering Unmasked Estep 
Score: -30749566.000000 Penalty: 6180.418457
	Iteration 392Q: 3 clusters Score -3.074957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 163163 members 
Entering Unmasked Estep 
Score: -30749578.000000 Penalty: 6180.418457
	Iteration 393Q: 3 clusters Score -3.074958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94791 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -30749612.000000 Penalty: 6180.418457
	Iteration 394Q: 3 clusters Score -3.074961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94792 members 
Mstep: Class 2 contains 163158 members 
Entering Unmasked Estep 
Score: -30749612.000000 Penalty: 6180.418457
	Iteration 395Q: 3 clusters Score -3.074961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94791 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -30749610.000000 Penalty: 6180.418457
	Iteration 396Q: 3 clusters Score -3.074961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94791 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -30749610.000000 Penalty: 6180.418457
	Iteration 397F: 3 clusters Score -3.074961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 235060 members 
Mstep: Class 2 contains 17607 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 21434 members 
Mstep: Class 5 contains 5611 members 
Mstep: Class 6 contains 35999 members 
Mstep: Class 7 contains 18884 members 
Mstep: Class 8 contains 151793 members 
Mstep: Class 9 contains 4554 members 
Mstep: Class 10 contains 173617 members 
Mstep: Class 11 contains 94791 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 6361 members 
Mstep: Class 14 contains 54382 members 
Mstep: Class 15 contains 96210 members 
Mstep: Class 16 contains 5770 members 
Mstep: Class 17 contains 38346 members 
Mstep: Class 18 contains 52344 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 17072 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 62269 members 
Mstep: Class 23 contains 11191 members 
Mstep: Class 24 contains 46898 members 
Mstep: Class 25 contains 9427 members 
Mstep: Class 26 contains 163159 members 
Entering Unmasked Estep 
Score: -156008176.000000 Penalty: 90998.031250
Splitting cluster 11 changes total score from -155994512.000000 to -156008176.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (6361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Entering Unmasked Estep 
Score: -719379.687500 Penalty: 2171.969482
	Iteration 0F: 2 clusters Score -719379.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -714003.750000 Penalty: 4343.938965
	Iteration 0F: 3 clusters Score -714003.8 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -715568.312500 Penalty: 4343.938965
	Iteration 1F: 3 clusters Score -715568.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -715944.187500 Penalty: 4343.938965
	Iteration 2F: 3 clusters Score -715944.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -716230.750000 Penalty: 4343.938965
	Iteration 3F: 3 clusters Score -716230.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -716461.687500 Penalty: 4343.938965
	Iteration 4F: 3 clusters Score -716461.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -716661.250000 Penalty: 4343.938965
	Iteration 5Q: 3 clusters Score -716661.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -716861.062500 Penalty: 4343.938965
	Iteration 6Q: 3 clusters Score -716861.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -717083.375000 Penalty: 4343.938965
	Iteration 7Q: 3 clusters Score -717083.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -717321.250000 Penalty: 4343.938965
	Iteration 8Q: 3 clusters Score -717321.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -717562.250000 Penalty: 4343.938965
	Iteration 9Q: 3 clusters Score -717562.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -717781.375000 Penalty: 4343.938965
	Iteration 10Q: 3 clusters Score -717781.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -717959.875000 Penalty: 4343.938965
	Iteration 11Q: 3 clusters Score -717959.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -718092.562500 Penalty: 4343.938965
	Iteration 12Q: 3 clusters Score -718092.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -718227.375000 Penalty: 4343.938965
	Iteration 13Q: 3 clusters Score -718227.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -718336.687500 Penalty: 4343.938965
	Iteration 14Q: 3 clusters Score -718336.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -718410.437500 Penalty: 4343.938965
	Iteration 15Q: 3 clusters Score -718410.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -718445.125000 Penalty: 4343.938965
	Iteration 16Q: 3 clusters Score -718445.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -718471.875000 Penalty: 4343.938965
	Iteration 17Q: 3 clusters Score -718471.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -718490.937500 Penalty: 4343.938965
	Iteration 18Q: 3 clusters Score -718490.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -718501.562500 Penalty: 4343.938965
	Iteration 19Q: 3 clusters Score -718501.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -718517.625000 Penalty: 4343.938965
	Iteration 20F: 3 clusters Score -718517.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -718531.812500 Penalty: 4343.938965
	Iteration 21Q: 3 clusters Score -718531.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -718538.000000 Penalty: 4343.938965
	Iteration 22Q: 3 clusters Score -718538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -718547.687500 Penalty: 4343.938965
	Iteration 23Q: 3 clusters Score -718547.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -718552.187500 Penalty: 4343.938965
	Iteration 24Q: 3 clusters Score -718552.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -718555.750000 Penalty: 4343.938965
	Iteration 25Q: 3 clusters Score -718555.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -718560.125000 Penalty: 4343.938965
	Iteration 26Q: 3 clusters Score -718560.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -718562.562500 Penalty: 4343.938965
	Iteration 27Q: 3 clusters Score -718562.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -718565.187500 Penalty: 4343.938965
	Iteration 28Q: 3 clusters Score -718565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -718567.000000 Penalty: 4343.938965
	Iteration 29Q: 3 clusters Score -718567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -718569.250000 Penalty: 4343.938965
	Iteration 30Q: 3 clusters Score -718569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -718570.437500 Penalty: 4343.938965
	Iteration 31Q: 3 clusters Score -718570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -718571.125000 Penalty: 4343.938965
	Iteration 32Q: 3 clusters Score -718571.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -718571.125000 Penalty: 4343.938965
	Iteration 33F: 3 clusters Score -718571.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Entering Unmasked Estep 
Score: -6453070.000000 Penalty: 2704.139648
	Iteration 0F: 2 clusters Score -6453070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -6416556.500000 Penalty: 5408.279297
	Iteration 0F: 3 clusters Score -6416556 nChanged 25071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -6430591.500000 Penalty: 5408.279297
	Iteration 1F: 3 clusters Score -6430592 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -6431315.000000 Penalty: 5408.279297
	Iteration 2Q: 3 clusters Score -6431315 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -6432135.500000 Penalty: 5408.279297
	Iteration 3Q: 3 clusters Score -6432136 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -6433237.000000 Penalty: 5408.279297
	Iteration 4Q: 3 clusters Score -6433237 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -6434956.500000 Penalty: 5408.279297
	Iteration 5F: 3 clusters Score -6434956 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -6437600.500000 Penalty: 5408.279297
	Iteration 6F: 3 clusters Score -6437600 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -6441214.500000 Penalty: 5408.279297
	Iteration 7F: 3 clusters Score -6441214 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -6444993.500000 Penalty: 5408.279297
	Iteration 8F: 3 clusters Score -6444994 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -6447740.500000 Penalty: 5408.279297
	Iteration 9F: 3 clusters Score -6447740 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6449345.000000 Penalty: 5408.279297
	Iteration 10Q: 3 clusters Score -6449345 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6450071.000000 Penalty: 5408.279297
	Iteration 11Q: 3 clusters Score -6450071 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6450357.000000 Penalty: 5408.279297
	Iteration 12Q: 3 clusters Score -6450357 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6450516.000000 Penalty: 5408.279297
	Iteration 13Q: 3 clusters Score -6450516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6450588.000000 Penalty: 5408.279297
	Iteration 14Q: 3 clusters Score -6450588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6450638.500000 Penalty: 5408.279297
	Iteration 15Q: 3 clusters Score -6450638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6450665.500000 Penalty: 5408.279297
	Iteration 16Q: 3 clusters Score -6450666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6450692.000000 Penalty: 5408.279297
	Iteration 17Q: 3 clusters Score -6450692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6450689.500000 Penalty: 5408.279297
	Iteration 18Q: 3 clusters Score -6450690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6450702.000000 Penalty: 5408.279297
	Iteration 19Q: 3 clusters Score -6450702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6450713.000000 Penalty: 5408.279297
	Iteration 20F: 3 clusters Score -6450713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6450713.000000 Penalty: 5408.279297
	Iteration 21Q: 3 clusters Score -6450713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6450713.500000 Penalty: 5408.279297
	Iteration 22Q: 3 clusters Score -6450714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6450711.500000 Penalty: 5408.279297
	Iteration 23Q: 3 clusters Score -6450712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6450711.500000 Penalty: 5408.279297
	Iteration 24F: 3 clusters Score -6450712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96210 members 
Entering Unmasked Estep 
Score: -11468669.000000 Penalty: 2845.623535
	Iteration 0F: 2 clusters Score -1.146867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -11404146.000000 Penalty: 5691.247070
	Iteration 0F: 3 clusters Score -1.140415e+07 nChanged 45603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -11430160.000000 Penalty: 5691.247070
	Iteration 1F: 3 clusters Score -1.143016e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -11431029.000000 Penalty: 5691.247070
	Iteration 2Q: 3 clusters Score -1.143103e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -11432129.000000 Penalty: 5691.247070
	Iteration 3Q: 3 clusters Score -1.143213e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -11433834.000000 Penalty: 5691.247070
	Iteration 4Q: 3 clusters Score -1.143383e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -11436816.000000 Penalty: 5691.247070
	Iteration 5F: 3 clusters Score -1.143682e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -11441507.000000 Penalty: 5691.247070
	Iteration 6F: 3 clusters Score -1.144151e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71057 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -11447870.000000 Penalty: 5691.247070
	Iteration 7F: 3 clusters Score -1.144787e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77710 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -11454687.000000 Penalty: 5691.247070
	Iteration 8F: 3 clusters Score -1.145469e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -11459848.000000 Penalty: 5691.247070
	Iteration 9F: 3 clusters Score -1.145985e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -11463362.000000 Penalty: 5691.247070
	Iteration 10Q: 3 clusters Score -1.146336e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -11465227.000000 Penalty: 5691.247070
	Iteration 11Q: 3 clusters Score -1.146523e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -11466324.000000 Penalty: 5691.247070
	Iteration 12Q: 3 clusters Score -1.146632e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92481 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -11466966.000000 Penalty: 5691.247070
	Iteration 13Q: 3 clusters Score -1.146697e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -11467278.000000 Penalty: 5691.247070
	Iteration 14Q: 3 clusters Score -1.146728e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93537 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -11467455.000000 Penalty: 5691.247070
	Iteration 15Q: 3 clusters Score -1.146746e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93768 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -11467539.000000 Penalty: 5691.247070
	Iteration 16Q: 3 clusters Score -1.146754e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -11467551.000000 Penalty: 5691.247070
	Iteration 17Q: 3 clusters Score -1.146755e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94041 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -11467610.000000 Penalty: 5691.247070
	Iteration 18Q: 3 clusters Score -1.146761e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -11467632.000000 Penalty: 5691.247070
	Iteration 19Q: 3 clusters Score -1.146763e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -11467643.000000 Penalty: 5691.247070
	Iteration 20F: 3 clusters Score -1.146764e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -11467637.000000 Penalty: 5691.247070
	Iteration 21Q: 3 clusters Score -1.146764e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -11467643.000000 Penalty: 5691.247070
	Iteration 22Q: 3 clusters Score -1.146764e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -11467663.000000 Penalty: 5691.247070
	Iteration 23Q: 3 clusters Score -1.146766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -11467661.000000 Penalty: 5691.247070
	Iteration 24Q: 3 clusters Score -1.146766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -11467661.000000 Penalty: 5691.247070
	Iteration 25Q: 3 clusters Score -1.146766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -11467672.000000 Penalty: 5691.247070
	Iteration 26Q: 3 clusters Score -1.146767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94316 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -11467669.000000 Penalty: 5691.247070
	Iteration 27Q: 3 clusters Score -1.146767e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94326 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -11467664.000000 Penalty: 5691.247070
	Iteration 28Q: 3 clusters Score -1.146766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94337 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -11467662.000000 Penalty: 5691.247070
	Iteration 29Q: 3 clusters Score -1.146766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -11467672.000000 Penalty: 5691.247070
	Iteration 30Q: 3 clusters Score -1.146767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -11467667.000000 Penalty: 5691.247070
	Iteration 31Q: 3 clusters Score -1.146767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -11467676.000000 Penalty: 5691.247070
	Iteration 32Q: 3 clusters Score -1.146768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94354 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -11467657.000000 Penalty: 5691.247070
	Iteration 33Q: 3 clusters Score -1.146766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -11467664.000000 Penalty: 5691.247070
	Iteration 34Q: 3 clusters Score -1.146766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -11467670.000000 Penalty: 5691.247070
	Iteration 35Q: 3 clusters Score -1.146767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94360 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -11467664.000000 Penalty: 5691.247070
	Iteration 36Q: 3 clusters Score -1.146766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94363 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -11467680.000000 Penalty: 5691.247070
	Iteration 37Q: 3 clusters Score -1.146768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -11467672.000000 Penalty: 5691.247070
	Iteration 38Q: 3 clusters Score -1.146767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94376 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -11467679.000000 Penalty: 5691.247070
	Iteration 39Q: 3 clusters Score -1.146768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94380 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -11467658.000000 Penalty: 5691.247070
	Iteration 40F: 3 clusters Score -1.146766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -11467664.000000 Penalty: 5691.247070
	Iteration 41Q: 3 clusters Score -1.146766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -11467670.000000 Penalty: 5691.247070
	Iteration 42Q: 3 clusters Score -1.146767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94393 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -11467667.000000 Penalty: 5691.247070
	Iteration 43Q: 3 clusters Score -1.146767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -11467674.000000 Penalty: 5691.247070
	Iteration 44Q: 3 clusters Score -1.146767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -11467675.000000 Penalty: 5691.247070
	Iteration 45Q: 3 clusters Score -1.146768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -11467675.000000 Penalty: 5691.247070
	Iteration 46F: 3 clusters Score -1.146768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Entering Unmasked Estep 
Score: -610007.437500 Penalty: 2147.785889
	Iteration 0F: 2 clusters Score -610007.4 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 2887 members 
Entering Unmasked Estep 
Score: -605318.125000 Penalty: 4295.571777
	Iteration 0F: 3 clusters Score -605318.1 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -610088.375000 Penalty: 4295.571777
	Iteration 1F: 3 clusters Score -610088.4 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -614746.750000 Penalty: 4295.571777
	Iteration 2F: 3 clusters Score -614746.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -615775.875000 Penalty: 4295.571777
	Iteration 3F: 3 clusters Score -615775.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -615989.125000 Penalty: 4295.571777
	Iteration 4Q: 3 clusters Score -615989.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -616089.062500 Penalty: 4295.571777
	Iteration 5Q: 3 clusters Score -616089.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -616116.750000 Penalty: 4295.571777
	Iteration 6Q: 3 clusters Score -616116.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -616136.625000 Penalty: 4295.571777
	Iteration 7Q: 3 clusters Score -616136.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -616145.000000 Penalty: 4295.571777
	Iteration 8Q: 3 clusters Score -616145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -616149.000000 Penalty: 4295.571777
	Iteration 9Q: 3 clusters Score -616149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -616152.375000 Penalty: 4295.571777
	Iteration 10Q: 3 clusters Score -616152.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -616154.812500 Penalty: 4295.571777
	Iteration 11Q: 3 clusters Score -616154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -616155.812500 Penalty: 4295.571777
	Iteration 12Q: 3 clusters Score -616155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -616156.812500 Penalty: 4295.571777
	Iteration 13Q: 3 clusters Score -616156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -616156.812500 Penalty: 4295.571777
	Iteration 14F: 3 clusters Score -616156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 235060 members 
Mstep: Class 2 contains 17607 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 21434 members 
Mstep: Class 5 contains 5611 members 
Mstep: Class 6 contains 35999 members 
Mstep: Class 7 contains 18884 members 
Mstep: Class 8 contains 151793 members 
Mstep: Class 9 contains 4554 members 
Mstep: Class 10 contains 173617 members 
Mstep: Class 11 contains 94791 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 6361 members 
Mstep: Class 14 contains 54382 members 
Mstep: Class 15 contains 96210 members 
Mstep: Class 16 contains 4854 members 
Mstep: Class 17 contains 38346 members 
Mstep: Class 18 contains 52344 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 17072 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 62269 members 
Mstep: Class 23 contains 11191 members 
Mstep: Class 24 contains 46898 members 
Mstep: Class 25 contains 9427 members 
Mstep: Class 26 contains 163159 members 
Mstep: Class 27 contains 916 members 
Entering Unmasked Estep 
Score: -156013488.000000 Penalty: 94497.960938
Splitting cluster 16 changes total score from -155994512.000000 to -156013488.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (38346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Entering Unmasked Estep 
Score: -4559883.500000 Penalty: 2617.492432
	Iteration 0F: 2 clusters Score -4559884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4533862.500000 Penalty: 5234.984863
	Iteration 0F: 3 clusters Score -4533862 nChanged 17590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -4543347.000000 Penalty: 5234.984863
	Iteration 1F: 3 clusters Score -4543347 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4543959.500000 Penalty: 5234.984863
	Iteration 2Q: 3 clusters Score -4543960 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -4544524.500000 Penalty: 5234.984863
	Iteration 3Q: 3 clusters Score -4544524 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -4545118.000000 Penalty: 5234.984863
	Iteration 4Q: 3 clusters Score -4545118 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -4545954.500000 Penalty: 5234.984863
	Iteration 5Q: 3 clusters Score -4545954 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -4547205.500000 Penalty: 5234.984863
	Iteration 6F: 3 clusters Score -4547206 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -4548956.000000 Penalty: 5234.984863
	Iteration 7F: 3 clusters Score -4548956 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -4551230.000000 Penalty: 5234.984863
	Iteration 8F: 3 clusters Score -4551230 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -4553460.000000 Penalty: 5234.984863
	Iteration 9F: 3 clusters Score -4553460 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4555158.000000 Penalty: 5234.984863
	Iteration 10Q: 3 clusters Score -4555158 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4556234.000000 Penalty: 5234.984863
	Iteration 11Q: 3 clusters Score -4556234 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -4556885.500000 Penalty: 5234.984863
	Iteration 12Q: 3 clusters Score -4556886 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4557207.000000 Penalty: 5234.984863
	Iteration 13Q: 3 clusters Score -4557207 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4557400.500000 Penalty: 5234.984863
	Iteration 14Q: 3 clusters Score -4557400 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4557488.500000 Penalty: 5234.984863
	Iteration 15Q: 3 clusters Score -4557488 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4557545.000000 Penalty: 5234.984863
	Iteration 16Q: 3 clusters Score -4557545 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4557584.500000 Penalty: 5234.984863
	Iteration 17Q: 3 clusters Score -4557584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4557615.000000 Penalty: 5234.984863
	Iteration 18Q: 3 clusters Score -4557615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4557631.500000 Penalty: 5234.984863
	Iteration 19Q: 3 clusters Score -4557632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4557639.000000 Penalty: 5234.984863
	Iteration 20F: 3 clusters Score -4557639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4557648.500000 Penalty: 5234.984863
	Iteration 21Q: 3 clusters Score -4557648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4557660.000000 Penalty: 5234.984863
	Iteration 22Q: 3 clusters Score -4557660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4557653.000000 Penalty: 5234.984863
	Iteration 23Q: 3 clusters Score -4557653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4557653.000000 Penalty: 5234.984863
	Iteration 24Q: 3 clusters Score -4557653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4557658.500000 Penalty: 5234.984863
	Iteration 25Q: 3 clusters Score -4557658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4557657.500000 Penalty: 5234.984863
	Iteration 26Q: 3 clusters Score -4557658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4557653.000000 Penalty: 5234.984863
	Iteration 27Q: 3 clusters Score -4557653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4557654.500000 Penalty: 5234.984863
	Iteration 28Q: 3 clusters Score -4557654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4557657.500000 Penalty: 5234.984863
	Iteration 29Q: 3 clusters Score -4557658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4557660.000000 Penalty: 5234.984863
	Iteration 30Q: 3 clusters Score -4557660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4557662.000000 Penalty: 5234.984863
	Iteration 31Q: 3 clusters Score -4557662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4557662.000000 Penalty: 5234.984863
	Iteration 32F: 3 clusters Score -4557662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Entering Unmasked Estep 
Score: -6264704.500000 Penalty: 2694.666992
	Iteration 0F: 2 clusters Score -6264704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -6229596.000000 Penalty: 5389.333984
	Iteration 0F: 3 clusters Score -6229596 nChanged 24209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -6243249.000000 Penalty: 5389.333984
	Iteration 1F: 3 clusters Score -6243249 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -6244179.500000 Penalty: 5389.333984
	Iteration 2Q: 3 clusters Score -6244180 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -6245436.000000 Penalty: 5389.333984
	Iteration 3F: 3 clusters Score -6245436 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -6247115.500000 Penalty: 5389.333984
	Iteration 4F: 3 clusters Score -6247116 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -6249444.000000 Penalty: 5389.333984
	Iteration 5F: 3 clusters Score -6249444 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -6252336.000000 Penalty: 5389.333984
	Iteration 6F: 3 clusters Score -6252336 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -6255601.500000 Penalty: 5389.333984
	Iteration 7F: 3 clusters Score -6255602 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -6258435.500000 Penalty: 5389.333984
	Iteration 8F: 3 clusters Score -6258436 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -6260206.500000 Penalty: 5389.333984
	Iteration 9Q: 3 clusters Score -6260206 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -6260884.000000 Penalty: 5389.333984
	Iteration 10Q: 3 clusters Score -6260884 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -6261192.500000 Penalty: 5389.333984
	Iteration 11Q: 3 clusters Score -6261192 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -6261367.500000 Penalty: 5389.333984
	Iteration 12Q: 3 clusters Score -6261368 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -6261497.000000 Penalty: 5389.333984
	Iteration 13Q: 3 clusters Score -6261497 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -6261616.500000 Penalty: 5389.333984
	Iteration 14Q: 3 clusters Score -6261616 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -6261731.500000 Penalty: 5389.333984
	Iteration 15Q: 3 clusters Score -6261732 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -6261798.000000 Penalty: 5389.333984
	Iteration 16Q: 3 clusters Score -6261798 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -6261850.000000 Penalty: 5389.333984
	Iteration 17Q: 3 clusters Score -6261850 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -6261917.000000 Penalty: 5389.333984
	Iteration 18Q: 3 clusters Score -6261917 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -6261974.500000 Penalty: 5389.333984
	Iteration 19Q: 3 clusters Score -6261974 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -6262024.000000 Penalty: 5389.333984
	Iteration 20F: 3 clusters Score -6262024 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -6262057.000000 Penalty: 5389.333984
	Iteration 21Q: 3 clusters Score -6262057 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -6262092.500000 Penalty: 5389.333984
	Iteration 22Q: 3 clusters Score -6262092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -6262129.000000 Penalty: 5389.333984
	Iteration 23Q: 3 clusters Score -6262129 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -6262164.500000 Penalty: 5389.333984
	Iteration 24Q: 3 clusters Score -6262164 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -6262205.500000 Penalty: 5389.333984
	Iteration 25Q: 3 clusters Score -6262206 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -6262236.500000 Penalty: 5389.333984
	Iteration 26Q: 3 clusters Score -6262236 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -6262255.000000 Penalty: 5389.333984
	Iteration 27Q: 3 clusters Score -6262255 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -6262297.000000 Penalty: 5389.333984
	Iteration 28Q: 3 clusters Score -6262297 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -6262335.000000 Penalty: 5389.333984
	Iteration 29Q: 3 clusters Score -6262335 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -6262395.000000 Penalty: 5389.333984
	Iteration 30Q: 3 clusters Score -6262395 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -6262425.500000 Penalty: 5389.333984
	Iteration 31Q: 3 clusters Score -6262426 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -6262444.000000 Penalty: 5389.333984
	Iteration 32Q: 3 clusters Score -6262444 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -6262483.000000 Penalty: 5389.333984
	Iteration 33Q: 3 clusters Score -6262483 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -6262516.500000 Penalty: 5389.333984
	Iteration 34Q: 3 clusters Score -6262516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -6262527.500000 Penalty: 5389.333984
	Iteration 35Q: 3 clusters Score -6262528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -6262562.500000 Penalty: 5389.333984
	Iteration 36Q: 3 clusters Score -6262562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -6262573.000000 Penalty: 5389.333984
	Iteration 37Q: 3 clusters Score -6262573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -6262573.500000 Penalty: 5389.333984
	Iteration 38Q: 3 clusters Score -6262574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -6262580.000000 Penalty: 5389.333984
	Iteration 39Q: 3 clusters Score -6262580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -6262592.000000 Penalty: 5389.333984
	Iteration 40F: 3 clusters Score -6262592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -6262603.000000 Penalty: 5389.333984
	Iteration 41Q: 3 clusters Score -6262603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -6262592.500000 Penalty: 5389.333984
	Iteration 42Q: 3 clusters Score -6262592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -6262609.000000 Penalty: 5389.333984
	Iteration 43Q: 3 clusters Score -6262609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -6262606.500000 Penalty: 5389.333984
	Iteration 44Q: 3 clusters Score -6262606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -6262608.500000 Penalty: 5389.333984
	Iteration 45Q: 3 clusters Score -6262608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -6262613.000000 Penalty: 5389.333984
	Iteration 46Q: 3 clusters Score -6262613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -6262625.500000 Penalty: 5389.333984
	Iteration 47Q: 3 clusters Score -6262626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -6262630.500000 Penalty: 5389.333984
	Iteration 48Q: 3 clusters Score -6262630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -6262633.500000 Penalty: 5389.333984
	Iteration 49Q: 3 clusters Score -6262634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -6262640.500000 Penalty: 5389.333984
	Iteration 50Q: 3 clusters Score -6262640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -6262636.000000 Penalty: 5389.333984
	Iteration 51Q: 3 clusters Score -6262636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -6262632.500000 Penalty: 5389.333984
	Iteration 52Q: 3 clusters Score -6262632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -6262642.000000 Penalty: 5389.333984
	Iteration 53Q: 3 clusters Score -6262642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -6262647.500000 Penalty: 5389.333984
	Iteration 54Q: 3 clusters Score -6262648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -6262643.000000 Penalty: 5389.333984
	Iteration 55Q: 3 clusters Score -6262643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -6262648.500000 Penalty: 5389.333984
	Iteration 56Q: 3 clusters Score -6262648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -6262646.000000 Penalty: 5389.333984
	Iteration 57Q: 3 clusters Score -6262646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -6262644.000000 Penalty: 5389.333984
	Iteration 58Q: 3 clusters Score -6262644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -6262652.000000 Penalty: 5389.333984
	Iteration 59Q: 3 clusters Score -6262652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -6262655.000000 Penalty: 5389.333984
	Iteration 60F: 3 clusters Score -6262655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -6262650.500000 Penalty: 5389.333984
	Iteration 61Q: 3 clusters Score -6262650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -6262655.500000 Penalty: 5389.333984
	Iteration 62Q: 3 clusters Score -6262656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -6262657.500000 Penalty: 5389.333984
	Iteration 63Q: 3 clusters Score -6262658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -6262656.500000 Penalty: 5389.333984
	Iteration 64Q: 3 clusters Score -6262656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -6262660.000000 Penalty: 5389.333984
	Iteration 65Q: 3 clusters Score -6262660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -6262660.500000 Penalty: 5389.333984
	Iteration 66Q: 3 clusters Score -6262660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -6262662.000000 Penalty: 5389.333984
	Iteration 67Q: 3 clusters Score -6262662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -6262659.500000 Penalty: 5389.333984
	Iteration 68Q: 3 clusters Score -6262660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -6262658.500000 Penalty: 5389.333984
	Iteration 69Q: 3 clusters Score -6262658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -6262654.500000 Penalty: 5389.333984
	Iteration 70Q: 3 clusters Score -6262654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -6262657.500000 Penalty: 5389.333984
	Iteration 71Q: 3 clusters Score -6262658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -6262657.500000 Penalty: 5389.333984
	Iteration 72F: 3 clusters Score -6262658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Entering Unmasked Estep 
Score: -576277.625000 Penalty: 2120.123535
	Iteration 0F: 2 clusters Score -576277.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -571690.500000 Penalty: 4240.247070
	Iteration 0F: 3 clusters Score -571690.5 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -573024.562500 Penalty: 4240.247070
	Iteration 1F: 3 clusters Score -573024.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -573388.062500 Penalty: 4240.247070
	Iteration 2F: 3 clusters Score -573388.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -573628.125000 Penalty: 4240.247070
	Iteration 3F: 3 clusters Score -573628.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -573797.812500 Penalty: 4240.247070
	Iteration 4F: 3 clusters Score -573797.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -573918.062500 Penalty: 4240.247070
	Iteration 5Q: 3 clusters Score -573918.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -574010.312500 Penalty: 4240.247070
	Iteration 6Q: 3 clusters Score -574010.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -574100.750000 Penalty: 4240.247070
	Iteration 7Q: 3 clusters Score -574100.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -574207.625000 Penalty: 4240.247070
	Iteration 8Q: 3 clusters Score -574207.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -574295.500000 Penalty: 4240.247070
	Iteration 9Q: 3 clusters Score -574295.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -574364.125000 Penalty: 4240.247070
	Iteration 10Q: 3 clusters Score -574364.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -574417.812500 Penalty: 4240.247070
	Iteration 11Q: 3 clusters Score -574417.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -574461.625000 Penalty: 4240.247070
	Iteration 12Q: 3 clusters Score -574461.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -574513.562500 Penalty: 4240.247070
	Iteration 13Q: 3 clusters Score -574513.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -574562.375000 Penalty: 4240.247070
	Iteration 14Q: 3 clusters Score -574562.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -574607.562500 Penalty: 4240.247070
	Iteration 15Q: 3 clusters Score -574607.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -574641.125000 Penalty: 4240.247070
	Iteration 16Q: 3 clusters Score -574641.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -574663.437500 Penalty: 4240.247070
	Iteration 17Q: 3 clusters Score -574663.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -574684.812500 Penalty: 4240.247070
	Iteration 18Q: 3 clusters Score -574684.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -574701.812500 Penalty: 4240.247070
	Iteration 19Q: 3 clusters Score -574701.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -574717.187500 Penalty: 4240.247070
	Iteration 20F: 3 clusters Score -574717.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -574730.812500 Penalty: 4240.247070
	Iteration 21Q: 3 clusters Score -574730.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -574740.375000 Penalty: 4240.247070
	Iteration 22Q: 3 clusters Score -574740.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -574753.000000 Penalty: 4240.247070
	Iteration 23Q: 3 clusters Score -574753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -574762.812500 Penalty: 4240.247070
	Iteration 24Q: 3 clusters Score -574762.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -574770.625000 Penalty: 4240.247070
	Iteration 25Q: 3 clusters Score -574770.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -574778.500000 Penalty: 4240.247070
	Iteration 26Q: 3 clusters Score -574778.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -574785.500000 Penalty: 4240.247070
	Iteration 27Q: 3 clusters Score -574785.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -574788.500000 Penalty: 4240.247070
	Iteration 28Q: 3 clusters Score -574788.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -574792.750000 Penalty: 4240.247070
	Iteration 29Q: 3 clusters Score -574792.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -574797.500000 Penalty: 4240.247070
	Iteration 30Q: 3 clusters Score -574797.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -574803.250000 Penalty: 4240.247070
	Iteration 31Q: 3 clusters Score -574803.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -574806.562500 Penalty: 4240.247070
	Iteration 32Q: 3 clusters Score -574806.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -574812.937500 Penalty: 4240.247070
	Iteration 33Q: 3 clusters Score -574812.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -574819.500000 Penalty: 4240.247070
	Iteration 34Q: 3 clusters Score -574819.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -574830.562500 Penalty: 4240.247070
	Iteration 35Q: 3 clusters Score -574830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -574836.062500 Penalty: 4240.247070
	Iteration 36Q: 3 clusters Score -574836.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -574841.687500 Penalty: 4240.247070
	Iteration 37Q: 3 clusters Score -574841.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -574847.000000 Penalty: 4240.247070
	Iteration 38Q: 3 clusters Score -574847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -574850.000000 Penalty: 4240.247070
	Iteration 39Q: 3 clusters Score -574850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -574857.500000 Penalty: 4240.247070
	Iteration 40F: 3 clusters Score -574857.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -574861.125000 Penalty: 4240.247070
	Iteration 41Q: 3 clusters Score -574861.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -574865.812500 Penalty: 4240.247070
	Iteration 42Q: 3 clusters Score -574865.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -574868.500000 Penalty: 4240.247070
	Iteration 43Q: 3 clusters Score -574868.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -574870.500000 Penalty: 4240.247070
	Iteration 44Q: 3 clusters Score -574870.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -574871.500000 Penalty: 4240.247070
	Iteration 45Q: 3 clusters Score -574871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -574873.625000 Penalty: 4240.247070
	Iteration 46Q: 3 clusters Score -574873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -574874.937500 Penalty: 4240.247070
	Iteration 47Q: 3 clusters Score -574874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -574874.687500 Penalty: 4240.247070
	Iteration 48Q: 3 clusters Score -574874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -574875.000000 Penalty: 4240.247070
	Iteration 49Q: 3 clusters Score -574875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -574875.312500 Penalty: 4240.247070
	Iteration 50Q: 3 clusters Score -574875.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -574875.312500 Penalty: 4240.247070
	Iteration 51F: 3 clusters Score -574875.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Entering Unmasked Estep 
Score: -1963381.750000 Penalty: 2416.808350
	Iteration 0F: 2 clusters Score -1963382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1951148.750000 Penalty: 4833.616699
	Iteration 0F: 3 clusters Score -1951149 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1955274.875000 Penalty: 4833.616699
	Iteration 1F: 3 clusters Score -1955275 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1955708.125000 Penalty: 4833.616699
	Iteration 2F: 3 clusters Score -1955708 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1956087.500000 Penalty: 4833.616699
	Iteration 3F: 3 clusters Score -1956088 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1956441.250000 Penalty: 4833.616699
	Iteration 4Q: 3 clusters Score -1956441 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1956751.125000 Penalty: 4833.616699
	Iteration 5Q: 3 clusters Score -1956751 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1957044.250000 Penalty: 4833.616699
	Iteration 6Q: 3 clusters Score -1957044 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1957398.750000 Penalty: 4833.616699
	Iteration 7Q: 3 clusters Score -1957399 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1957861.750000 Penalty: 4833.616699
	Iteration 8Q: 3 clusters Score -1957862 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1958401.500000 Penalty: 4833.616699
	Iteration 9Q: 3 clusters Score -1958402 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1959064.375000 Penalty: 4833.616699
	Iteration 10Q: 3 clusters Score -1959064 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1959817.625000 Penalty: 4833.616699
	Iteration 11F: 3 clusters Score -1959818 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1960660.750000 Penalty: 4833.616699
	Iteration 12F: 3 clusters Score -1960661 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1961586.625000 Penalty: 4833.616699
	Iteration 13F: 3 clusters Score -1961587 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1962463.000000 Penalty: 4833.616699
	Iteration 14Q: 3 clusters Score -1962463 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1963167.875000 Penalty: 4833.616699
	Iteration 15Q: 3 clusters Score -1963168 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1963747.625000 Penalty: 4833.616699
	Iteration 16Q: 3 clusters Score -1963748 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1964082.500000 Penalty: 4833.616699
	Iteration 17Q: 3 clusters Score -1964082 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1964163.875000 Penalty: 4833.616699
	Iteration 18Q: 3 clusters Score -1964164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1964192.000000 Penalty: 4833.616699
	Iteration 19Q: 3 clusters Score -1964192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1964194.875000 Penalty: 4833.616699
	Iteration 20F: 3 clusters Score -1964195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1964196.875000 Penalty: 4833.616699
	Iteration 21Q: 3 clusters Score -1964197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1964202.625000 Penalty: 4833.616699
	Iteration 22Q: 3 clusters Score -1964203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1964204.875000 Penalty: 4833.616699
	Iteration 23Q: 3 clusters Score -1964205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1964202.375000 Penalty: 4833.616699
	Iteration 24Q: 3 clusters Score -1964202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1964202.375000 Penalty: 4833.616699
	Iteration 25F: 3 clusters Score -1964202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 235060 members 
Mstep: Class 2 contains 17607 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 21434 members 
Mstep: Class 5 contains 5611 members 
Mstep: Class 6 contains 35999 members 
Mstep: Class 7 contains 18884 members 
Mstep: Class 8 contains 151793 members 
Mstep: Class 9 contains 4554 members 
Mstep: Class 10 contains 173617 members 
Mstep: Class 11 contains 94791 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 6361 members 
Mstep: Class 14 contains 54382 members 
Mstep: Class 15 contains 96210 members 
Mstep: Class 16 contains 4854 members 
Mstep: Class 17 contains 38346 members 
Mstep: Class 18 contains 52344 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 62269 members 
Mstep: Class 23 contains 11191 members 
Mstep: Class 24 contains 46898 members 
Mstep: Class 25 contains 9427 members 
Mstep: Class 26 contains 163159 members 
Mstep: Class 27 contains 916 members 
Mstep: Class 28 contains 11142 members 
Entering Unmasked Estep 
Score: -156013312.000000 Penalty: 97997.882812
Splitting cluster 20 changes total score from -155994512.000000 to -156013312.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (8778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Entering Unmasked Estep 
Score: -1047755.437500 Penalty: 2251.840820
	Iteration 0F: 2 clusters Score -1047755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1040861.687500 Penalty: 4503.681641
	Iteration 0F: 3 clusters Score -1040862 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1042891.875000 Penalty: 4503.681641
	Iteration 1F: 3 clusters Score -1042892 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1043279.875000 Penalty: 4503.681641
	Iteration 2F: 3 clusters Score -1043280 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1043624.062500 Penalty: 4503.681641
	Iteration 3F: 3 clusters Score -1043624 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1043963.625000 Penalty: 4503.681641
	Iteration 4F: 3 clusters Score -1043964 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1044261.812500 Penalty: 4503.681641
	Iteration 5F: 3 clusters Score -1044262 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1044558.250000 Penalty: 4503.681641
	Iteration 6F: 3 clusters Score -1044558 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1044771.812500 Penalty: 4503.681641
	Iteration 7Q: 3 clusters Score -1044772 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1044964.312500 Penalty: 4503.681641
	Iteration 8Q: 3 clusters Score -1044964 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1045116.187500 Penalty: 4503.681641
	Iteration 9Q: 3 clusters Score -1045116 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1045229.500000 Penalty: 4503.681641
	Iteration 10Q: 3 clusters Score -1045230 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1045315.000000 Penalty: 4503.681641
	Iteration 11Q: 3 clusters Score -1045315 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1045372.937500 Penalty: 4503.681641
	Iteration 12Q: 3 clusters Score -1045373 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1045423.562500 Penalty: 4503.681641
	Iteration 13Q: 3 clusters Score -1045424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1045454.312500 Penalty: 4503.681641
	Iteration 14Q: 3 clusters Score -1045454 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1045488.625000 Penalty: 4503.681641
	Iteration 15Q: 3 clusters Score -1045489 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1045517.875000 Penalty: 4503.681641
	Iteration 16Q: 3 clusters Score -1045518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1045546.062500 Penalty: 4503.681641
	Iteration 17Q: 3 clusters Score -1045546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1045565.562500 Penalty: 4503.681641
	Iteration 18Q: 3 clusters Score -1045566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1045580.687500 Penalty: 4503.681641
	Iteration 19Q: 3 clusters Score -1045581 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1045597.437500 Penalty: 4503.681641
	Iteration 20F: 3 clusters Score -1045597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1045612.437500 Penalty: 4503.681641
	Iteration 21Q: 3 clusters Score -1045612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1045624.562500 Penalty: 4503.681641
	Iteration 22Q: 3 clusters Score -1045625 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1045642.125000 Penalty: 4503.681641
	Iteration 23Q: 3 clusters Score -1045642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1045659.187500 Penalty: 4503.681641
	Iteration 24Q: 3 clusters Score -1045659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1045677.187500 Penalty: 4503.681641
	Iteration 25Q: 3 clusters Score -1045677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1045688.500000 Penalty: 4503.681641
	Iteration 26Q: 3 clusters Score -1045688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1045703.625000 Penalty: 4503.681641
	Iteration 27Q: 3 clusters Score -1045704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1045713.812500 Penalty: 4503.681641
	Iteration 28Q: 3 clusters Score -1045714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1045730.687500 Penalty: 4503.681641
	Iteration 29Q: 3 clusters Score -1045731 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1045751.062500 Penalty: 4503.681641
	Iteration 30Q: 3 clusters Score -1045751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1045777.562500 Penalty: 4503.681641
	Iteration 31Q: 3 clusters Score -1045778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1045802.937500 Penalty: 4503.681641
	Iteration 32Q: 3 clusters Score -1045803 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1045826.625000 Penalty: 4503.681641
	Iteration 33Q: 3 clusters Score -1045827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1045859.812500 Penalty: 4503.681641
	Iteration 34Q: 3 clusters Score -1045860 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1045896.375000 Penalty: 4503.681641
	Iteration 35Q: 3 clusters Score -1045896 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1045940.437500 Penalty: 4503.681641
	Iteration 36Q: 3 clusters Score -1045940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1045976.937500 Penalty: 4503.681641
	Iteration 37Q: 3 clusters Score -1045977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1046004.875000 Penalty: 4503.681641
	Iteration 38Q: 3 clusters Score -1046005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1046033.187500 Penalty: 4503.681641
	Iteration 39Q: 3 clusters Score -1046033 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1046062.937500 Penalty: 4503.681641
	Iteration 40F: 3 clusters Score -1046063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1046084.875000 Penalty: 4503.681641
	Iteration 41Q: 3 clusters Score -1046085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1046110.812500 Penalty: 4503.681641
	Iteration 42Q: 3 clusters Score -1046111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1046122.125000 Penalty: 4503.681641
	Iteration 43Q: 3 clusters Score -1046122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1046134.625000 Penalty: 4503.681641
	Iteration 44Q: 3 clusters Score -1046135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1046142.375000 Penalty: 4503.681641
	Iteration 45Q: 3 clusters Score -1046142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1046147.625000 Penalty: 4503.681641
	Iteration 46Q: 3 clusters Score -1046148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1046153.312500 Penalty: 4503.681641
	Iteration 47Q: 3 clusters Score -1046153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1046159.312500 Penalty: 4503.681641
	Iteration 48Q: 3 clusters Score -1046159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1046158.812500 Penalty: 4503.681641
	Iteration 49Q: 3 clusters Score -1046159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1046160.437500 Penalty: 4503.681641
	Iteration 50Q: 3 clusters Score -1046160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1046161.937500 Penalty: 4503.681641
	Iteration 51Q: 3 clusters Score -1046162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1046161.375000 Penalty: 4503.681641
	Iteration 52Q: 3 clusters Score -1046161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1046161.500000 Penalty: 4503.681641
	Iteration 53Q: 3 clusters Score -1046162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1046166.000000 Penalty: 4503.681641
	Iteration 54Q: 3 clusters Score -1046166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1046167.562500 Penalty: 4503.681641
	Iteration 55Q: 3 clusters Score -1046168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1046167.562500 Penalty: 4503.681641
	Iteration 56F: 3 clusters Score -1046168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (62269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Entering Unmasked Estep 
Score: -7388959.500000 Penalty: 2737.726318
	Iteration 0F: 2 clusters Score -7388960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -7347095.500000 Penalty: 5475.452637
	Iteration 0F: 3 clusters Score -7347096 nChanged 28889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -7363303.000000 Penalty: 5475.452637
	Iteration 1F: 3 clusters Score -7363303 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -7364217.500000 Penalty: 5475.452637
	Iteration 2Q: 3 clusters Score -7364218 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -7365287.500000 Penalty: 5475.452637
	Iteration 3Q: 3 clusters Score -7365288 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -7366795.000000 Penalty: 5475.452637
	Iteration 4Q: 3 clusters Score -7366795 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -7368759.000000 Penalty: 5475.452637
	Iteration 5F: 3 clusters Score -7368759 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -7370970.000000 Penalty: 5475.452637
	Iteration 6F: 3 clusters Score -7370970 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -7373331.000000 Penalty: 5475.452637
	Iteration 7F: 3 clusters Score -7373331 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -7375824.500000 Penalty: 5475.452637
	Iteration 8F: 3 clusters Score -7375824 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -7378357.000000 Penalty: 5475.452637
	Iteration 9F: 3 clusters Score -7378357 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -7380824.500000 Penalty: 5475.452637
	Iteration 10F: 3 clusters Score -7380824 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -7382851.000000 Penalty: 5475.452637
	Iteration 11Q: 3 clusters Score -7382851 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -7384464.000000 Penalty: 5475.452637
	Iteration 12Q: 3 clusters Score -7384464 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -7385521.000000 Penalty: 5475.452637
	Iteration 13Q: 3 clusters Score -7385521 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -7385995.500000 Penalty: 5475.452637
	Iteration 14Q: 3 clusters Score -7385996 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 61225 members 
Entering Unmasked Estep 
Score: -7386221.000000 Penalty: 5475.452637
	Iteration 15Q: 3 clusters Score -7386221 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -7386354.500000 Penalty: 5475.452637
	Iteration 16Q: 3 clusters Score -7386354 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -7386452.500000 Penalty: 5475.452637
	Iteration 17Q: 3 clusters Score -7386452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -7386525.500000 Penalty: 5475.452637
	Iteration 18Q: 3 clusters Score -7386526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -7386546.000000 Penalty: 5475.452637
	Iteration 19Q: 3 clusters Score -7386546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -7386565.500000 Penalty: 5475.452637
	Iteration 20F: 3 clusters Score -7386566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -7386578.000000 Penalty: 5475.452637
	Iteration 21Q: 3 clusters Score -7386578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -7386580.000000 Penalty: 5475.452637
	Iteration 22Q: 3 clusters Score -7386580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -7386595.500000 Penalty: 5475.452637
	Iteration 23Q: 3 clusters Score -7386596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -7386602.500000 Penalty: 5475.452637
	Iteration 24Q: 3 clusters Score -7386602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -7386608.000000 Penalty: 5475.452637
	Iteration 25Q: 3 clusters Score -7386608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -7386623.000000 Penalty: 5475.452637
	Iteration 26Q: 3 clusters Score -7386623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -7386624.000000 Penalty: 5475.452637
	Iteration 27Q: 3 clusters Score -7386624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -7386638.500000 Penalty: 5475.452637
	Iteration 28Q: 3 clusters Score -7386638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -7386639.000000 Penalty: 5475.452637
	Iteration 29Q: 3 clusters Score -7386639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -7386638.000000 Penalty: 5475.452637
	Iteration 30Q: 3 clusters Score -7386638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 61743 members 
Entering Unmasked Estep 
Score: -7386642.500000 Penalty: 5475.452637
	Iteration 31Q: 3 clusters Score -7386642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -7386649.500000 Penalty: 5475.452637
	Iteration 32Q: 3 clusters Score -7386650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -7386655.500000 Penalty: 5475.452637
	Iteration 33Q: 3 clusters Score -7386656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -7386657.500000 Penalty: 5475.452637
	Iteration 34Q: 3 clusters Score -7386658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -7386646.500000 Penalty: 5475.452637
	Iteration 35Q: 3 clusters Score -7386646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -7386642.500000 Penalty: 5475.452637
	Iteration 36Q: 3 clusters Score -7386642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -7386650.000000 Penalty: 5475.452637
	Iteration 37Q: 3 clusters Score -7386650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -7386648.000000 Penalty: 5475.452637
	Iteration 38Q: 3 clusters Score -7386648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -7386646.000000 Penalty: 5475.452637
	Iteration 39Q: 3 clusters Score -7386646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -7386646.000000 Penalty: 5475.452637
	Iteration 40F: 3 clusters Score -7386646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Entering Unmasked Estep 
Score: -1341161.000000 Penalty: 2312.070557
	Iteration 0F: 2 clusters Score -1341161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1332825.375000 Penalty: 4624.141113
	Iteration 0F: 3 clusters Score -1332825 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1335323.625000 Penalty: 4624.141113
	Iteration 1F: 3 clusters Score -1335324 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1335586.625000 Penalty: 4624.141113
	Iteration 2F: 3 clusters Score -1335587 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1335744.750000 Penalty: 4624.141113
	Iteration 3Q: 3 clusters Score -1335745 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1335853.000000 Penalty: 4624.141113
	Iteration 4Q: 3 clusters Score -1335853 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1335929.500000 Penalty: 4624.141113
	Iteration 5Q: 3 clusters Score -1335930 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1335999.625000 Penalty: 4624.141113
	Iteration 6Q: 3 clusters Score -1336000 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1336080.750000 Penalty: 4624.141113
	Iteration 7Q: 3 clusters Score -1336081 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1336146.250000 Penalty: 4624.141113
	Iteration 8Q: 3 clusters Score -1336146 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1336215.375000 Penalty: 4624.141113
	Iteration 9Q: 3 clusters Score -1336215 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1336270.625000 Penalty: 4624.141113
	Iteration 10Q: 3 clusters Score -1336271 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1336321.125000 Penalty: 4624.141113
	Iteration 11Q: 3 clusters Score -1336321 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1336383.375000 Penalty: 4624.141113
	Iteration 12Q: 3 clusters Score -1336383 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1336462.250000 Penalty: 4624.141113
	Iteration 13Q: 3 clusters Score -1336462 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1336568.500000 Penalty: 4624.141113
	Iteration 14Q: 3 clusters Score -1336568 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1336709.375000 Penalty: 4624.141113
	Iteration 15Q: 3 clusters Score -1336709 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1336875.375000 Penalty: 4624.141113
	Iteration 16Q: 3 clusters Score -1336875 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1337076.500000 Penalty: 4624.141113
	Iteration 17Q: 3 clusters Score -1337076 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1337311.250000 Penalty: 4624.141113
	Iteration 18Q: 3 clusters Score -1337311 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1337556.250000 Penalty: 4624.141113
	Iteration 19Q: 3 clusters Score -1337556 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1337773.375000 Penalty: 4624.141113
	Iteration 20F: 3 clusters Score -1337773 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1338023.125000 Penalty: 4624.141113
	Iteration 21Q: 3 clusters Score -1338023 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1338253.000000 Penalty: 4624.141113
	Iteration 22Q: 3 clusters Score -1338253 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1338464.125000 Penalty: 4624.141113
	Iteration 23Q: 3 clusters Score -1338464 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1338638.625000 Penalty: 4624.141113
	Iteration 24Q: 3 clusters Score -1338639 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1338782.875000 Penalty: 4624.141113
	Iteration 25Q: 3 clusters Score -1338783 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1338908.750000 Penalty: 4624.141113
	Iteration 26Q: 3 clusters Score -1338909 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1339007.875000 Penalty: 4624.141113
	Iteration 27Q: 3 clusters Score -1339008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1339060.125000 Penalty: 4624.141113
	Iteration 28Q: 3 clusters Score -1339060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1339084.875000 Penalty: 4624.141113
	Iteration 29Q: 3 clusters Score -1339085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1339110.125000 Penalty: 4624.141113
	Iteration 30Q: 3 clusters Score -1339110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1339122.875000 Penalty: 4624.141113
	Iteration 31Q: 3 clusters Score -1339123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1339142.000000 Penalty: 4624.141113
	Iteration 32Q: 3 clusters Score -1339142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1339155.250000 Penalty: 4624.141113
	Iteration 33Q: 3 clusters Score -1339155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1339166.750000 Penalty: 4624.141113
	Iteration 34Q: 3 clusters Score -1339167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1339171.750000 Penalty: 4624.141113
	Iteration 35Q: 3 clusters Score -1339172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1339177.625000 Penalty: 4624.141113
	Iteration 36Q: 3 clusters Score -1339178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1339183.875000 Penalty: 4624.141113
	Iteration 37Q: 3 clusters Score -1339184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1339192.125000 Penalty: 4624.141113
	Iteration 38Q: 3 clusters Score -1339192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1339195.625000 Penalty: 4624.141113
	Iteration 39Q: 3 clusters Score -1339196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1339198.625000 Penalty: 4624.141113
	Iteration 40F: 3 clusters Score -1339199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1339203.125000 Penalty: 4624.141113
	Iteration 41Q: 3 clusters Score -1339203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1339207.750000 Penalty: 4624.141113
	Iteration 42Q: 3 clusters Score -1339208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1339211.500000 Penalty: 4624.141113
	Iteration 43Q: 3 clusters Score -1339212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1339214.125000 Penalty: 4624.141113
	Iteration 44Q: 3 clusters Score -1339214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1339216.875000 Penalty: 4624.141113
	Iteration 45Q: 3 clusters Score -1339217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1339220.000000 Penalty: 4624.141113
	Iteration 46Q: 3 clusters Score -1339220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1339222.750000 Penalty: 4624.141113
	Iteration 47Q: 3 clusters Score -1339223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1339222.750000 Penalty: 4624.141113
	Iteration 48Q: 3 clusters Score -1339223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1339224.875000 Penalty: 4624.141113
	Iteration 49Q: 3 clusters Score -1339225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1339224.000000 Penalty: 4624.141113
	Iteration 50Q: 3 clusters Score -1339224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1339224.000000 Penalty: 4624.141113
	Iteration 51F: 3 clusters Score -1339224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Entering Unmasked Estep 
Score: -5392402.000000 Penalty: 2667.421143
	Iteration 0F: 2 clusters Score -5392402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -5360630.000000 Penalty: 5334.842285
	Iteration 0F: 3 clusters Score -5360630 nChanged 21702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -5372824.000000 Penalty: 5334.842285
	Iteration 1F: 3 clusters Score -5372824 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -5374135.500000 Penalty: 5334.842285
	Iteration 2F: 3 clusters Score -5374136 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -5376169.000000 Penalty: 5334.842285
	Iteration 3F: 3 clusters Score -5376169 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -5378830.000000 Penalty: 5334.842285
	Iteration 4F: 3 clusters Score -5378830 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -5381981.500000 Penalty: 5334.842285
	Iteration 5F: 3 clusters Score -5381982 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -5385012.500000 Penalty: 5334.842285
	Iteration 6F: 3 clusters Score -5385012 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -5387466.000000 Penalty: 5334.842285
	Iteration 7F: 3 clusters Score -5387466 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -5389279.500000 Penalty: 5334.842285
	Iteration 8Q: 3 clusters Score -5389280 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -5390599.000000 Penalty: 5334.842285
	Iteration 9Q: 3 clusters Score -5390599 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -5391398.000000 Penalty: 5334.842285
	Iteration 10Q: 3 clusters Score -5391398 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -5391805.500000 Penalty: 5334.842285
	Iteration 11Q: 3 clusters Score -5391806 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -5392012.000000 Penalty: 5334.842285
	Iteration 12Q: 3 clusters Score -5392012 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -5392084.000000 Penalty: 5334.842285
	Iteration 13Q: 3 clusters Score -5392084 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -5392119.500000 Penalty: 5334.842285
	Iteration 14Q: 3 clusters Score -5392120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -5392148.500000 Penalty: 5334.842285
	Iteration 15Q: 3 clusters Score -5392148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -5392149.000000 Penalty: 5334.842285
	Iteration 16Q: 3 clusters Score -5392149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -5392156.500000 Penalty: 5334.842285
	Iteration 17Q: 3 clusters Score -5392156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -5392164.500000 Penalty: 5334.842285
	Iteration 18Q: 3 clusters Score -5392164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -5392163.000000 Penalty: 5334.842285
	Iteration 19Q: 3 clusters Score -5392163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -5392180.000000 Penalty: 5334.842285
	Iteration 20F: 3 clusters Score -5392180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -5392189.500000 Penalty: 5334.842285
	Iteration 21Q: 3 clusters Score -5392190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -5392196.000000 Penalty: 5334.842285
	Iteration 22Q: 3 clusters Score -5392196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -5392199.000000 Penalty: 5334.842285
	Iteration 23Q: 3 clusters Score -5392199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -5392192.500000 Penalty: 5334.842285
	Iteration 24Q: 3 clusters Score -5392192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -5392190.000000 Penalty: 5334.842285
	Iteration 25Q: 3 clusters Score -5392190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -5392187.500000 Penalty: 5334.842285
	Iteration 26Q: 3 clusters Score -5392188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -5392193.000000 Penalty: 5334.842285
	Iteration 27Q: 3 clusters Score -5392193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -5392197.000000 Penalty: 5334.842285
	Iteration 28Q: 3 clusters Score -5392197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -5392196.500000 Penalty: 5334.842285
	Iteration 29Q: 3 clusters Score -5392196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -5392190.500000 Penalty: 5334.842285
	Iteration 30Q: 3 clusters Score -5392190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -5392190.500000 Penalty: 5334.842285
	Iteration 31Q: 3 clusters Score -5392190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -5392195.000000 Penalty: 5334.842285
	Iteration 32Q: 3 clusters Score -5392195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -5392192.000000 Penalty: 5334.842285
	Iteration 33Q: 3 clusters Score -5392192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -5392192.000000 Penalty: 5334.842285
	Iteration 34Q: 3 clusters Score -5392192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -5392188.500000 Penalty: 5334.842285
	Iteration 35Q: 3 clusters Score -5392188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -5392188.500000 Penalty: 5334.842285
	Iteration 36Q: 3 clusters Score -5392188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -5392194.500000 Penalty: 5334.842285
	Iteration 37Q: 3 clusters Score -5392194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -5392195.000000 Penalty: 5334.842285
	Iteration 38Q: 3 clusters Score -5392195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -5392196.500000 Penalty: 5334.842285
	Iteration 39Q: 3 clusters Score -5392196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -5392199.500000 Penalty: 5334.842285
	Iteration 40F: 3 clusters Score -5392200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -5392206.500000 Penalty: 5334.842285
	Iteration 41Q: 3 clusters Score -5392206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -5392200.500000 Penalty: 5334.842285
	Iteration 42Q: 3 clusters Score -5392200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -5392208.500000 Penalty: 5334.842285
	Iteration 43Q: 3 clusters Score -5392208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -5392214.500000 Penalty: 5334.842285
	Iteration 44Q: 3 clusters Score -5392214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -5392212.000000 Penalty: 5334.842285
	Iteration 45Q: 3 clusters Score -5392212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -5392210.000000 Penalty: 5334.842285
	Iteration 46Q: 3 clusters Score -5392210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -5392211.000000 Penalty: 5334.842285
	Iteration 47Q: 3 clusters Score -5392211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -5392203.500000 Penalty: 5334.842285
	Iteration 48Q: 3 clusters Score -5392204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -5392207.000000 Penalty: 5334.842285
	Iteration 49Q: 3 clusters Score -5392207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -5392207.000000 Penalty: 5334.842285
	Iteration 50F: 3 clusters Score -5392207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 235060 members 
Mstep: Class 2 contains 17607 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 21434 members 
Mstep: Class 5 contains 5611 members 
Mstep: Class 6 contains 35999 members 
Mstep: Class 7 contains 18884 members 
Mstep: Class 8 contains 151793 members 
Mstep: Class 9 contains 4554 members 
Mstep: Class 10 contains 173617 members 
Mstep: Class 11 contains 94791 members 
Mstep: Class 13 contains 6361 members 
Mstep: Class 14 contains 54382 members 
Mstep: Class 15 contains 96210 members 
Mstep: Class 16 contains 4854 members 
Mstep: Class 17 contains 38346 members 
Mstep: Class 18 contains 52344 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 62269 members 
Mstep: Class 23 contains 11191 members 
Mstep: Class 24 contains 46898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156022384.000000 Penalty: 97997.882812
Iteration 39Q: 29 clusters Score -1.560224e+08 nChanged 17688
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 237193 members 
Mstep: Class 2 contains 17421 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 21156 members 
Mstep: Class 5 contains 5711 members 
Mstep: Class 6 contains 36046 members 
Mstep: Class 7 contains 18968 members 
Mstep: Class 8 contains 152630 members 
Mstep: Class 9 contains 4625 members 
Mstep: Class 10 contains 174836 members 
Mstep: Class 11 contains 95400 members 
Mstep: Class 12 contains 2546 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 53873 members 
Mstep: Class 15 contains 96163 members 
Mstep: Class 16 contains 5033 members 
Mstep: Class 17 contains 38500 members 
Mstep: Class 18 contains 52491 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 6634 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 62453 members 
Mstep: Class 23 contains 11367 members 
Mstep: Class 24 contains 46811 members 
Mstep: Class 25 contains 8814 members 
Mstep: Class 26 contains 158694 members 
Mstep: Class 27 contains 912 members 
Mstep: Class 28 contains 10204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156033728.000000 Penalty: 97997.882812
Iteration 40F: 29 clusters Score -1.560337e+08 nChanged 21994
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 235326 members 
Mstep: Class 2 contains 17037 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 20658 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 35662 members 
Mstep: Class 7 contains 18838 members 
Mstep: Class 8 contains 151378 members 
Mstep: Class 9 contains 4739 members 
Mstep: Class 10 contains 174302 members 
Mstep: Class 11 contains 95748 members 
Mstep: Class 12 contains 2764 members 
Mstep: Class 13 contains 6419 members 
Mstep: Class 14 contains 52863 members 
Mstep: Class 15 contains 95962 members 
Mstep: Class 16 contains 5073 members 
Mstep: Class 17 contains 38549 members 
Mstep: Class 18 contains 51515 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 7179 members 
Mstep: Class 21 contains 8790 members 
Mstep: Class 22 contains 62125 members 
Mstep: Class 23 contains 11391 members 
Mstep: Class 24 contains 46387 members 
Mstep: Class 25 contains 9212 members 
Mstep: Class 26 contains 164951 members 
Mstep: Class 27 contains 909 members 
Mstep: Class 28 contains 10105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156038688.000000 Penalty: 97997.882812
Iteration 41Q: 29 clusters Score -1.560387e+08 nChanged 15464
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 233540 members 
Mstep: Class 2 contains 16626 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 20418 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 35428 members 
Mstep: Class 7 contains 18726 members 
Mstep: Class 8 contains 150520 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 174025 members 
Mstep: Class 11 contains 97306 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 6415 members 
Mstep: Class 14 contains 52001 members 
Mstep: Class 15 contains 95893 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 38745 members 
Mstep: Class 18 contains 50721 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 7722 members 
Mstep: Class 21 contains 8792 members 
Mstep: Class 22 contains 61894 members 
Mstep: Class 23 contains 11469 members 
Mstep: Class 24 contains 46094 members 
Mstep: Class 25 contains 9478 members 
Mstep: Class 26 contains 168208 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 10039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156042288.000000 Penalty: 97997.882812
Iteration 42Q: 29 clusters Score -1.560423e+08 nChanged 13598
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 231568 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 20268 members 
Mstep: Class 5 contains 5837 members 
Mstep: Class 6 contains 35276 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 8 contains 149896 members 
Mstep: Class 9 contains 4906 members 
Mstep: Class 10 contains 173785 members 
Mstep: Class 11 contains 99371 members 
Mstep: Class 12 contains 3050 members 
Mstep: Class 13 contains 6423 members 
Mstep: Class 14 contains 51208 members 
Mstep: Class 15 contains 95835 members 
Mstep: Class 16 contains 5096 members 
Mstep: Class 17 contains 39091 members 
Mstep: Class 18 contains 50005 members 
Mstep: Class 19 contains 5551 members 
Mstep: Class 20 contains 8250 members 
Mstep: Class 21 contains 8800 members 
Mstep: Class 22 contains 61699 members 
Mstep: Class 23 contains 11551 members 
Mstep: Class 24 contains 45901 members 
Mstep: Class 25 contains 9658 members 
Mstep: Class 26 contains 170248 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 9974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156044048.000000 Penalty: 97997.882812
Iteration 43Q: 29 clusters Score -1.56044e+08 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 229639 members 
Mstep: Class 2 contains 15912 members 
Mstep: Class 3 contains 6872 members 
Mstep: Class 4 contains 20179 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 35168 members 
Mstep: Class 7 contains 18597 members 
Mstep: Class 8 contains 149429 members 
Mstep: Class 9 contains 4934 members 
Mstep: Class 10 contains 173682 members 
Mstep: Class 11 contains 101736 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 50428 members 
Mstep: Class 15 contains 95805 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 17 contains 39475 members 
Mstep: Class 18 contains 49368 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 8789 members 
Mstep: Class 21 contains 8801 members 
Mstep: Class 22 contains 61522 members 
Mstep: Class 23 contains 11641 members 
Mstep: Class 24 contains 45764 members 
Mstep: Class 25 contains 9818 members 
Mstep: Class 26 contains 171393 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 9882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156045408.000000 Penalty: 97997.882812
Iteration 44Q: 29 clusters Score -1.560454e+08 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 227830 members 
Mstep: Class 2 contains 15576 members 
Mstep: Class 3 contains 6869 members 
Mstep: Class 4 contains 20112 members 
Mstep: Class 5 contains 5996 members 
Mstep: Class 6 contains 35072 members 
Mstep: Class 7 contains 18557 members 
Mstep: Class 8 contains 148987 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 173737 members 
Mstep: Class 11 contains 104371 members 
Mstep: Class 12 contains 3219 members 
Mstep: Class 13 contains 6404 members 
Mstep: Class 14 contains 49666 members 
Mstep: Class 15 contains 95767 members 
Mstep: Class 16 contains 5092 members 
Mstep: Class 17 contains 39845 members 
Mstep: Class 18 contains 48744 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 9291 members 
Mstep: Class 21 contains 8809 members 
Mstep: Class 22 contains 61350 members 
Mstep: Class 23 contains 11740 members 
Mstep: Class 24 contains 45628 members 
Mstep: Class 25 contains 9946 members 
Mstep: Class 26 contains 171935 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 9803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156046912.000000 Penalty: 97997.882812
Iteration 45Q: 29 clusters Score -1.560469e+08 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 226072 members 
Mstep: Class 2 contains 15252 members 
Mstep: Class 3 contains 6867 members 
Mstep: Class 4 contains 20053 members 
Mstep: Class 5 contains 6087 members 
Mstep: Class 6 contains 34975 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 148669 members 
Mstep: Class 9 contains 4985 members 
Mstep: Class 10 contains 173858 members 
Mstep: Class 11 contains 107224 members 
Mstep: Class 12 contains 3280 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 48896 members 
Mstep: Class 15 contains 95749 members 
Mstep: Class 16 contains 5093 members 
Mstep: Class 17 contains 40210 members 
Mstep: Class 18 contains 48208 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 9735 members 
Mstep: Class 21 contains 8810 members 
Mstep: Class 22 contains 61168 members 
Mstep: Class 23 contains 11824 members 
Mstep: Class 24 contains 45497 members 
Mstep: Class 25 contains 10088 members 
Mstep: Class 26 contains 171963 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 9729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156047632.000000 Penalty: 97997.882812
Iteration 46Q: 29 clusters Score -1.560476e+08 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 224324 members 
Mstep: Class 2 contains 14949 members 
Mstep: Class 3 contains 6860 members 
Mstep: Class 4 contains 19999 members 
Mstep: Class 5 contains 6200 members 
Mstep: Class 6 contains 34894 members 
Mstep: Class 7 contains 18520 members 
Mstep: Class 8 contains 148441 members 
Mstep: Class 9 contains 5018 members 
Mstep: Class 10 contains 174063 members 
Mstep: Class 11 contains 110238 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 48146 members 
Mstep: Class 15 contains 95726 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 40559 members 
Mstep: Class 18 contains 47712 members 
Mstep: Class 19 contains 5882 members 
Mstep: Class 20 contains 10169 members 
Mstep: Class 21 contains 8809 members 
Mstep: Class 22 contains 61002 members 
Mstep: Class 23 contains 11923 members 
Mstep: Class 24 contains 45408 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 171475 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 9675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156048784.000000 Penalty: 97997.882812
Iteration 47Q: 29 clusters Score -1.560488e+08 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 222775 members 
Mstep: Class 2 contains 14676 members 
Mstep: Class 3 contains 6862 members 
Mstep: Class 4 contains 19951 members 
Mstep: Class 5 contains 6304 members 
Mstep: Class 6 contains 34846 members 
Mstep: Class 7 contains 18492 members 
Mstep: Class 8 contains 148256 members 
Mstep: Class 9 contains 5047 members 
Mstep: Class 10 contains 174295 members 
Mstep: Class 11 contains 113529 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 6435 members 
Mstep: Class 14 contains 47493 members 
Mstep: Class 15 contains 95694 members 
Mstep: Class 16 contains 5090 members 
Mstep: Class 17 contains 40895 members 
Mstep: Class 18 contains 47286 members 
Mstep: Class 19 contains 5930 members 
Mstep: Class 20 contains 10589 members 
Mstep: Class 21 contains 8811 members 
Mstep: Class 22 contains 60817 members 
Mstep: Class 23 contains 12011 members 
Mstep: Class 24 contains 45336 members 
Mstep: Class 25 contains 10309 members 
Mstep: Class 26 contains 170311 members 
Mstep: Class 27 contains 890 members 
Mstep: Class 28 contains 9641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050928.000000 Penalty: 97997.882812
Iteration 48Q: 29 clusters Score -1.560509e+08 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 221288 members 
Mstep: Class 2 contains 14431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 19922 members 
Mstep: Class 5 contains 6365 members 
Mstep: Class 6 contains 34777 members 
Mstep: Class 7 contains 18491 members 
Mstep: Class 8 contains 148076 members 
Mstep: Class 9 contains 5066 members 
Mstep: Class 10 contains 174478 members 
Mstep: Class 11 contains 117115 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 46859 members 
Mstep: Class 15 contains 95685 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 41196 members 
Mstep: Class 18 contains 46856 members 
Mstep: Class 19 contains 5975 members 
Mstep: Class 20 contains 10985 members 
Mstep: Class 21 contains 8815 members 
Mstep: Class 22 contains 60672 members 
Mstep: Class 23 contains 12120 members 
Mstep: Class 24 contains 45253 members 
Mstep: Class 25 contains 10402 members 
Mstep: Class 26 contains 168876 members 
Mstep: Class 27 contains 889 members 
Mstep: Class 28 contains 9585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156052208.000000 Penalty: 97997.882812
Iteration 49Q: 29 clusters Score -1.560522e+08 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 219991 members 
Mstep: Class 2 contains 14174 members 
Mstep: Class 3 contains 6872 members 
Mstep: Class 4 contains 19897 members 
Mstep: Class 5 contains 6411 members 
Mstep: Class 6 contains 34695 members 
Mstep: Class 7 contains 18501 members 
Mstep: Class 8 contains 147916 members 
Mstep: Class 9 contains 5110 members 
Mstep: Class 10 contains 174684 members 
Mstep: Class 11 contains 120829 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 6437 members 
Mstep: Class 14 contains 46241 members 
Mstep: Class 15 contains 95660 members 
Mstep: Class 16 contains 5084 members 
Mstep: Class 17 contains 41460 members 
Mstep: Class 18 contains 46472 members 
Mstep: Class 19 contains 6025 members 
Mstep: Class 20 contains 11326 members 
Mstep: Class 21 contains 8819 members 
Mstep: Class 22 contains 60567 members 
Mstep: Class 23 contains 12214 members 
Mstep: Class 24 contains 45158 members 
Mstep: Class 25 contains 10464 members 
Mstep: Class 26 contains 167131 members 
Mstep: Class 27 contains 884 members 
Mstep: Class 28 contains 9534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156054128.000000 Penalty: 97997.882812
Iteration 50Q: 29 clusters Score -1.560541e+08 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 218822 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 6876 members 
Mstep: Class 4 contains 19875 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 34624 members 
Mstep: Class 7 contains 18510 members 
Mstep: Class 8 contains 147750 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 174908 members 
Mstep: Class 11 contains 124519 members 
Mstep: Class 12 contains 3373 members 
Mstep: Class 13 contains 6433 members 
Mstep: Class 14 contains 45597 members 
Mstep: Class 15 contains 95634 members 
Mstep: Class 16 contains 5073 members 
Mstep: Class 17 contains 41740 members 
Mstep: Class 18 contains 46075 members 
Mstep: Class 19 contains 6078 members 
Mstep: Class 20 contains 11665 members 
Mstep: Class 21 contains 8825 members 
Mstep: Class 22 contains 60468 members 
Mstep: Class 23 contains 12295 members 
Mstep: Class 24 contains 45058 members 
Mstep: Class 25 contains 10520 members 
Mstep: Class 26 contains 165313 members 
Mstep: Class 27 contains 880 members 
Mstep: Class 28 contains 9474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156055696.000000 Penalty: 97997.882812
Iteration 51Q: 29 clusters Score -1.560557e+08 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 217682 members 
Mstep: Class 2 contains 13659 members 
Mstep: Class 3 contains 6878 members 
Mstep: Class 4 contains 19858 members 
Mstep: Class 5 contains 6524 members 
Mstep: Class 6 contains 34530 members 
Mstep: Class 7 contains 18530 members 
Mstep: Class 8 contains 147591 members 
Mstep: Class 9 contains 5252 members 
Mstep: Class 10 contains 175113 members 
Mstep: Class 11 contains 128189 members 
Mstep: Class 12 contains 3379 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 45009 members 
Mstep: Class 15 contains 95594 members 
Mstep: Class 16 contains 5065 members 
Mstep: Class 17 contains 41995 members 
Mstep: Class 18 contains 45667 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 8827 members 
Mstep: Class 22 contains 60361 members 
Mstep: Class 23 contains 12410 members 
Mstep: Class 24 contains 44967 members 
Mstep: Class 25 contains 10570 members 
Mstep: Class 26 contains 163435 members 
Mstep: Class 27 contains 876 members 
Mstep: Class 28 contains 9425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156056752.000000 Penalty: 97997.882812
Iteration 52Q: 29 clusters Score -1.560568e+08 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216680 members 
Mstep: Class 2 contains 13389 members 
Mstep: Class 3 contains 6873 members 
Mstep: Class 4 contains 19848 members 
Mstep: Class 5 contains 6563 members 
Mstep: Class 6 contains 34417 members 
Mstep: Class 7 contains 18547 members 
Mstep: Class 8 contains 147412 members 
Mstep: Class 9 contains 5355 members 
Mstep: Class 10 contains 175328 members 
Mstep: Class 11 contains 131883 members 
Mstep: Class 12 contains 3374 members 
Mstep: Class 13 contains 6418 members 
Mstep: Class 14 contains 44436 members 
Mstep: Class 15 contains 95545 members 
Mstep: Class 16 contains 5060 members 
Mstep: Class 17 contains 42227 members 
Mstep: Class 18 contains 45285 members 
Mstep: Class 19 contains 6176 members 
Mstep: Class 20 contains 12318 members 
Mstep: Class 21 contains 8835 members 
Mstep: Class 22 contains 60243 members 
Mstep: Class 23 contains 12523 members 
Mstep: Class 24 contains 44869 members 
Mstep: Class 25 contains 10611 members 
Mstep: Class 26 contains 161447 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 9393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057680.000000 Penalty: 97997.882812
Iteration 53Q: 29 clusters Score -1.560577e+08 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215726 members 
Mstep: Class 2 contains 13178 members 
Mstep: Class 3 contains 6872 members 
Mstep: Class 4 contains 19841 members 
Mstep: Class 5 contains 6614 members 
Mstep: Class 6 contains 34299 members 
Mstep: Class 7 contains 18569 members 
Mstep: Class 8 contains 147180 members 
Mstep: Class 9 contains 5428 members 
Mstep: Class 10 contains 175558 members 
Mstep: Class 11 contains 135411 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 6421 members 
Mstep: Class 14 contains 43906 members 
Mstep: Class 15 contains 95488 members 
Mstep: Class 16 contains 5060 members 
Mstep: Class 17 contains 42441 members 
Mstep: Class 18 contains 44909 members 
Mstep: Class 19 contains 6212 members 
Mstep: Class 20 contains 12661 members 
Mstep: Class 21 contains 8834 members 
Mstep: Class 22 contains 60127 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 44777 members 
Mstep: Class 25 contains 10644 members 
Mstep: Class 26 contains 159525 members 
Mstep: Class 27 contains 870 members 
Mstep: Class 28 contains 9359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156059360.000000 Penalty: 97997.882812
Iteration 54Q: 29 clusters Score -1.560594e+08 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 214788 members 
Mstep: Class 2 contains 13110 members 
Mstep: Class 3 contains 6872 members 
Mstep: Class 4 contains 19845 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 34184 members 
Mstep: Class 7 contains 18593 members 
Mstep: Class 8 contains 146919 members 
Mstep: Class 9 contains 5476 members 
Mstep: Class 10 contains 175670 members 
Mstep: Class 11 contains 138806 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 43405 members 
Mstep: Class 15 contains 95460 members 
Mstep: Class 16 contains 5061 members 
Mstep: Class 17 contains 42651 members 
Mstep: Class 18 contains 44563 members 
Mstep: Class 19 contains 6249 members 
Mstep: Class 20 contains 13014 members 
Mstep: Class 21 contains 8834 members 
Mstep: Class 22 contains 59991 members 
Mstep: Class 23 contains 12742 members 
Mstep: Class 24 contains 44663 members 
Mstep: Class 25 contains 10677 members 
Mstep: Class 26 contains 157732 members 
Mstep: Class 27 contains 869 members 
Mstep: Class 28 contains 9325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156061696.000000 Penalty: 97997.882812
Iteration 55Q: 29 clusters Score -1.560617e+08 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213950 members 
Mstep: Class 2 contains 13142 members 
Mstep: Class 3 contains 6869 members 
Mstep: Class 4 contains 19846 members 
Mstep: Class 5 contains 6676 members 
Mstep: Class 6 contains 34048 members 
Mstep: Class 7 contains 18613 members 
Mstep: Class 8 contains 146696 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 175805 members 
Mstep: Class 11 contains 142047 members 
Mstep: Class 12 contains 3381 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 42971 members 
Mstep: Class 15 contains 95437 members 
Mstep: Class 16 contains 5060 members 
Mstep: Class 17 contains 42822 members 
Mstep: Class 18 contains 44186 members 
Mstep: Class 19 contains 6292 members 
Mstep: Class 20 contains 13332 members 
Mstep: Class 21 contains 8834 members 
Mstep: Class 22 contains 59835 members 
Mstep: Class 23 contains 12855 members 
Mstep: Class 24 contains 44556 members 
Mstep: Class 25 contains 10691 members 
Mstep: Class 26 contains 155931 members 
Mstep: Class 27 contains 870 members 
Mstep: Class 28 contains 9280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156062640.000000 Penalty: 97997.882812
Iteration 56Q: 29 clusters Score -1.560626e+08 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213173 members 
Mstep: Class 2 contains 13278 members 
Mstep: Class 3 contains 6871 members 
Mstep: Class 4 contains 19844 members 
Mstep: Class 5 contains 6698 members 
Mstep: Class 6 contains 33902 members 
Mstep: Class 7 contains 18625 members 
Mstep: Class 8 contains 146474 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 175891 members 
Mstep: Class 11 contains 145429 members 
Mstep: Class 12 contains 3393 members 
Mstep: Class 13 contains 6399 members 
Mstep: Class 14 contains 42615 members 
Mstep: Class 15 contains 95392 members 
Mstep: Class 16 contains 5060 members 
Mstep: Class 17 contains 42946 members 
Mstep: Class 18 contains 43846 members 
Mstep: Class 19 contains 6320 members 
Mstep: Class 20 contains 13579 members 
Mstep: Class 21 contains 8833 members 
Mstep: Class 22 contains 59667 members 
Mstep: Class 23 contains 12945 members 
Mstep: Class 24 contains 44441 members 
Mstep: Class 25 contains 10715 members 
Mstep: Class 26 contains 153963 members 
Mstep: Class 27 contains 870 members 
Mstep: Class 28 contains 9246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156063856.000000 Penalty: 97997.882812
Iteration 57Q: 29 clusters Score -1.560639e+08 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 212491 members 
Mstep: Class 2 contains 13534 members 
Mstep: Class 3 contains 6871 members 
Mstep: Class 4 contains 19855 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 18641 members 
Mstep: Class 8 contains 146296 members 
Mstep: Class 9 contains 5536 members 
Mstep: Class 10 contains 175864 members 
Mstep: Class 11 contains 148973 members 
Mstep: Class 12 contains 3393 members 
Mstep: Class 13 contains 6376 members 
Mstep: Class 14 contains 42314 members 
Mstep: Class 15 contains 95365 members 
Mstep: Class 16 contains 5063 members 
Mstep: Class 17 contains 43070 members 
Mstep: Class 18 contains 43488 members 
Mstep: Class 19 contains 6357 members 
Mstep: Class 20 contains 13789 members 
Mstep: Class 21 contains 8834 members 
Mstep: Class 22 contains 59507 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 44317 members 
Mstep: Class 25 contains 10735 members 
Mstep: Class 26 contains 151620 members 
Mstep: Class 27 contains 869 members 
Mstep: Class 28 contains 9232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156065056.000000 Penalty: 97997.882812
Iteration 58Q: 29 clusters Score -1.560651e+08 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211912 members 
Mstep: Class 2 contains 13881 members 
Mstep: Class 3 contains 6870 members 
Mstep: Class 4 contains 19864 members 
Mstep: Class 5 contains 6753 members 
Mstep: Class 6 contains 33646 members 
Mstep: Class 7 contains 18666 members 
Mstep: Class 8 contains 146159 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 175785 members 
Mstep: Class 11 contains 152667 members 
Mstep: Class 12 contains 3395 members 
Mstep: Class 13 contains 6360 members 
Mstep: Class 14 contains 42076 members 
Mstep: Class 15 contains 95337 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 43182 members 
Mstep: Class 18 contains 43132 members 
Mstep: Class 19 contains 6391 members 
Mstep: Class 20 contains 13922 members 
Mstep: Class 21 contains 8830 members 
Mstep: Class 22 contains 59353 members 
Mstep: Class 23 contains 13137 members 
Mstep: Class 24 contains 44189 members 
Mstep: Class 25 contains 10756 members 
Mstep: Class 26 contains 148954 members 
Mstep: Class 27 contains 868 members 
Mstep: Class 28 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156066576.000000 Penalty: 97997.882812
Iteration 59Q: 29 clusters Score -1.560666e+08 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211486 members 
Mstep: Class 2 contains 14270 members 
Mstep: Class 3 contains 6870 members 
Mstep: Class 4 contains 19880 members 
Mstep: Class 5 contains 6766 members 
Mstep: Class 6 contains 33517 members 
Mstep: Class 7 contains 18681 members 
Mstep: Class 8 contains 146003 members 
Mstep: Class 9 contains 5568 members 
Mstep: Class 10 contains 175715 members 
Mstep: Class 11 contains 156194 members 
Mstep: Class 12 contains 3401 members 
Mstep: Class 13 contains 6340 members 
Mstep: Class 14 contains 41865 members 
Mstep: Class 15 contains 95305 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 43278 members 
Mstep: Class 18 contains 42764 members 
Mstep: Class 19 contains 6426 members 
Mstep: Class 20 contains 14064 members 
Mstep: Class 21 contains 8825 members 
Mstep: Class 22 contains 59220 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 44050 members 
Mstep: Class 25 contains 10760 members 
Mstep: Class 26 contains 146316 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 9211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156068416.000000 Penalty: 97997.882812
Iteration 60F: 29 clusters Score -1.560684e+08 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211198 members 
Mstep: Class 2 contains 14771 members 
Mstep: Class 3 contains 6869 members 
Mstep: Class 4 contains 19899 members 
Mstep: Class 5 contains 6793 members 
Mstep: Class 6 contains 33403 members 
Mstep: Class 7 contains 18694 members 
Mstep: Class 8 contains 145801 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 175562 members 
Mstep: Class 11 contains 159599 members 
Mstep: Class 12 contains 3388 members 
Mstep: Class 13 contains 6292 members 
Mstep: Class 14 contains 41691 members 
Mstep: Class 15 contains 95130 members 
Mstep: Class 16 contains 5022 members 
Mstep: Class 17 contains 43367 members 
Mstep: Class 18 contains 42398 members 
Mstep: Class 19 contains 6461 members 
Mstep: Class 20 contains 14201 members 
Mstep: Class 21 contains 8818 members 
Mstep: Class 22 contains 59091 members 
Mstep: Class 23 contains 13277 members 
Mstep: Class 24 contains 43913 members 
Mstep: Class 25 contains 10769 members 
Mstep: Class 26 contains 143651 members 
Mstep: Class 27 contains 862 members 
Mstep: Class 28 contains 9174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069568.000000 Penalty: 97997.882812
Iteration 61Q: 29 clusters Score -1.560696e+08 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 210990 members 
Mstep: Class 2 contains 15308 members 
Mstep: Class 3 contains 6871 members 
Mstep: Class 4 contains 19928 members 
Mstep: Class 5 contains 6820 members 
Mstep: Class 6 contains 33293 members 
Mstep: Class 7 contains 18712 members 
Mstep: Class 8 contains 145635 members 
Mstep: Class 9 contains 6020 members 
Mstep: Class 10 contains 175374 members 
Mstep: Class 11 contains 162683 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 41526 members 
Mstep: Class 15 contains 94976 members 
Mstep: Class 16 contains 5007 members 
Mstep: Class 17 contains 43449 members 
Mstep: Class 18 contains 42015 members 
Mstep: Class 19 contains 6512 members 
Mstep: Class 20 contains 14323 members 
Mstep: Class 21 contains 8803 members 
Mstep: Class 22 contains 58980 members 
Mstep: Class 23 contains 13351 members 
Mstep: Class 24 contains 43746 members 
Mstep: Class 25 contains 10787 members 
Mstep: Class 26 contains 141172 members 
Mstep: Class 27 contains 861 members 
Mstep: Class 28 contains 9158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069600.000000 Penalty: 97997.882812
Iteration 62Q: 29 clusters Score -1.560696e+08 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 210894 members 
Mstep: Class 2 contains 15870 members 
Mstep: Class 3 contains 6874 members 
Mstep: Class 4 contains 19963 members 
Mstep: Class 5 contains 6855 members 
Mstep: Class 6 contains 33166 members 
Mstep: Class 7 contains 18743 members 
Mstep: Class 8 contains 145483 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 175226 members 
Mstep: Class 11 contains 165302 members 
Mstep: Class 12 contains 3395 members 
Mstep: Class 13 contains 6170 members 
Mstep: Class 14 contains 41380 members 
Mstep: Class 15 contains 94855 members 
Mstep: Class 16 contains 5000 members 
Mstep: Class 17 contains 43525 members 
Mstep: Class 18 contains 41651 members 
Mstep: Class 19 contains 6561 members 
Mstep: Class 20 contains 14449 members 
Mstep: Class 21 contains 8789 members 
Mstep: Class 22 contains 58913 members 
Mstep: Class 23 contains 13393 members 
Mstep: Class 24 contains 43588 members 
Mstep: Class 25 contains 10802 members 
Mstep: Class 26 contains 138942 members 
Mstep: Class 27 contains 859 members 
Mstep: Class 28 contains 9143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069840.000000 Penalty: 97997.882812
Iteration 63Q: 29 clusters Score -1.560698e+08 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 210901 members 
Mstep: Class 2 contains 16411 members 
Mstep: Class 3 contains 6874 members 
Mstep: Class 4 contains 19993 members 
Mstep: Class 5 contains 6877 members 
Mstep: Class 6 contains 33035 members 
Mstep: Class 7 contains 18758 members 
Mstep: Class 8 contains 145409 members 
Mstep: Class 9 contains 6202 members 
Mstep: Class 10 contains 175098 members 
Mstep: Class 11 contains 167708 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 6102 members 
Mstep: Class 14 contains 41269 members 
Mstep: Class 15 contains 94794 members 
Mstep: Class 16 contains 4999 members 
Mstep: Class 17 contains 43585 members 
Mstep: Class 18 contains 41300 members 
Mstep: Class 19 contains 6610 members 
Mstep: Class 20 contains 14564 members 
Mstep: Class 21 contains 8772 members 
Mstep: Class 22 contains 58817 members 
Mstep: Class 23 contains 13459 members 
Mstep: Class 24 contains 43394 members 
Mstep: Class 25 contains 10826 members 
Mstep: Class 26 contains 136774 members 
Mstep: Class 27 contains 858 members 
Mstep: Class 28 contains 9134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069808.000000 Penalty: 97997.882812
Iteration 64Q: 29 clusters Score -1.560698e+08 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 210965 members 
Mstep: Class 2 contains 16939 members 
Mstep: Class 3 contains 6870 members 
Mstep: Class 4 contains 20015 members 
Mstep: Class 5 contains 6882 members 
Mstep: Class 6 contains 32946 members 
Mstep: Class 7 contains 18765 members 
Mstep: Class 8 contains 145279 members 
Mstep: Class 9 contains 6246 members 
Mstep: Class 10 contains 175026 members 
Mstep: Class 11 contains 169869 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 6056 members 
Mstep: Class 14 contains 41195 members 
Mstep: Class 15 contains 94753 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 43639 members 
Mstep: Class 18 contains 40952 members 
Mstep: Class 19 contains 6656 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 8763 members 
Mstep: Class 22 contains 58739 members 
Mstep: Class 23 contains 13507 members 
Mstep: Class 24 contains 43225 members 
Mstep: Class 25 contains 10849 members 
Mstep: Class 26 contains 134720 members 
Mstep: Class 27 contains 855 members 
Mstep: Class 28 contains 9125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070176.000000 Penalty: 97997.882812
Iteration 65Q: 29 clusters Score -1.560702e+08 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211038 members 
Mstep: Class 2 contains 17426 members 
Mstep: Class 3 contains 6865 members 
Mstep: Class 4 contains 20025 members 
Mstep: Class 5 contains 6884 members 
Mstep: Class 6 contains 32838 members 
Mstep: Class 7 contains 18773 members 
Mstep: Class 8 contains 145117 members 
Mstep: Class 9 contains 6274 members 
Mstep: Class 10 contains 174981 members 
Mstep: Class 11 contains 171810 members 
Mstep: Class 12 contains 3421 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 41146 members 
Mstep: Class 15 contains 94720 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 43687 members 
Mstep: Class 18 contains 40667 members 
Mstep: Class 19 contains 6679 members 
Mstep: Class 20 contains 14800 members 
Mstep: Class 21 contains 8759 members 
Mstep: Class 22 contains 58660 members 
Mstep: Class 23 contains 13566 members 
Mstep: Class 24 contains 43038 members 
Mstep: Class 25 contains 10877 members 
Mstep: Class 26 contains 132895 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 9109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069376.000000 Penalty: 97997.882812
Iteration 66Q: 29 clusters Score -1.560694e+08 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211086 members 
Mstep: Class 2 contains 17896 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 6880 members 
Mstep: Class 6 contains 32759 members 
Mstep: Class 7 contains 18772 members 
Mstep: Class 8 contains 144968 members 
Mstep: Class 9 contains 6288 members 
Mstep: Class 10 contains 174941 members 
Mstep: Class 11 contains 173586 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 5995 members 
Mstep: Class 14 contains 41089 members 
Mstep: Class 15 contains 94707 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 43738 members 
Mstep: Class 18 contains 40412 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 14902 members 
Mstep: Class 21 contains 8754 members 
Mstep: Class 22 contains 58578 members 
Mstep: Class 23 contains 13622 members 
Mstep: Class 24 contains 42849 members 
Mstep: Class 25 contains 10907 members 
Mstep: Class 26 contains 131213 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 9092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069168.000000 Penalty: 97997.882812
Iteration 67Q: 29 clusters Score -1.560692e+08 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211151 members 
Mstep: Class 2 contains 18329 members 
Mstep: Class 3 contains 6869 members 
Mstep: Class 4 contains 20044 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 32705 members 
Mstep: Class 7 contains 18763 members 
Mstep: Class 8 contains 144851 members 
Mstep: Class 9 contains 6280 members 
Mstep: Class 10 contains 174881 members 
Mstep: Class 11 contains 175173 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 13 contains 5965 members 
Mstep: Class 14 contains 41059 members 
Mstep: Class 15 contains 94714 members 
Mstep: Class 16 contains 4994 members 
Mstep: Class 17 contains 43802 members 
Mstep: Class 18 contains 40177 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 14980 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 58492 members 
Mstep: Class 23 contains 13676 members 
Mstep: Class 24 contains 42680 members 
Mstep: Class 25 contains 10930 members 
Mstep: Class 26 contains 129664 members 
Mstep: Class 27 contains 857 members 
Mstep: Class 28 contains 9081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069184.000000 Penalty: 97997.882812
Iteration 68Q: 29 clusters Score -1.560692e+08 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211283 members 
Mstep: Class 2 contains 18695 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 20059 members 
Mstep: Class 5 contains 6902 members 
Mstep: Class 6 contains 32665 members 
Mstep: Class 7 contains 18760 members 
Mstep: Class 8 contains 144766 members 
Mstep: Class 9 contains 6274 members 
Mstep: Class 10 contains 174839 members 
Mstep: Class 11 contains 176492 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 41016 members 
Mstep: Class 15 contains 94695 members 
Mstep: Class 16 contains 4994 members 
Mstep: Class 17 contains 43868 members 
Mstep: Class 18 contains 39969 members 
Mstep: Class 19 contains 6752 members 
Mstep: Class 20 contains 15057 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 58434 members 
Mstep: Class 23 contains 13737 members 
Mstep: Class 24 contains 42518 members 
Mstep: Class 25 contains 10949 members 
Mstep: Class 26 contains 128267 members 
Mstep: Class 27 contains 857 members 
Mstep: Class 28 contains 9081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069344.000000 Penalty: 97997.882812
Iteration 69Q: 29 clusters Score -1.560693e+08 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211489 members 
Mstep: Class 2 contains 19012 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 20071 members 
Mstep: Class 5 contains 6907 members 
Mstep: Class 6 contains 32628 members 
Mstep: Class 7 contains 18747 members 
Mstep: Class 8 contains 144700 members 
Mstep: Class 9 contains 6265 members 
Mstep: Class 10 contains 174814 members 
Mstep: Class 11 contains 177601 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 40963 members 
Mstep: Class 15 contains 94689 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 43928 members 
Mstep: Class 18 contains 39796 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 15142 members 
Mstep: Class 21 contains 8715 members 
Mstep: Class 22 contains 58384 members 
Mstep: Class 23 contains 13808 members 
Mstep: Class 24 contains 42331 members 
Mstep: Class 25 contains 10963 members 
Mstep: Class 26 contains 127020 members 
Mstep: Class 27 contains 857 members 
Mstep: Class 28 contains 9088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156068976.000000 Penalty: 97997.882812
Iteration 70Q: 29 clusters Score -1.56069e+08 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211602 members 
Mstep: Class 2 contains 19331 members 
Mstep: Class 3 contains 6867 members 
Mstep: Class 4 contains 20077 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 32577 members 
Mstep: Class 7 contains 18736 members 
Mstep: Class 8 contains 144669 members 
Mstep: Class 9 contains 6262 members 
Mstep: Class 10 contains 174797 members 
Mstep: Class 11 contains 178402 members 
Mstep: Class 12 contains 3435 members 
Mstep: Class 13 contains 5896 members 
Mstep: Class 14 contains 40902 members 
Mstep: Class 15 contains 94693 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 43990 members 
Mstep: Class 18 contains 39662 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15229 members 
Mstep: Class 21 contains 8695 members 
Mstep: Class 22 contains 58324 members 
Mstep: Class 23 contains 13878 members 
Mstep: Class 24 contains 42192 members 
Mstep: Class 25 contains 10988 members 
Mstep: Class 26 contains 126054 members 
Mstep: Class 27 contains 857 members 
Mstep: Class 28 contains 9090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069008.000000 Penalty: 97997.882812
Iteration 71Q: 29 clusters Score -1.56069e+08 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211729 members 
Mstep: Class 2 contains 19655 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 20076 members 
Mstep: Class 5 contains 6916 members 
Mstep: Class 6 contains 32539 members 
Mstep: Class 7 contains 18729 members 
Mstep: Class 8 contains 144639 members 
Mstep: Class 9 contains 6267 members 
Mstep: Class 10 contains 174756 members 
Mstep: Class 11 contains 179075 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 5866 members 
Mstep: Class 14 contains 40856 members 
Mstep: Class 15 contains 94698 members 
Mstep: Class 16 contains 4996 members 
Mstep: Class 17 contains 44055 members 
Mstep: Class 18 contains 39548 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 15287 members 
Mstep: Class 21 contains 8677 members 
Mstep: Class 22 contains 58278 members 
Mstep: Class 23 contains 13929 members 
Mstep: Class 24 contains 42074 members 
Mstep: Class 25 contains 11003 members 
Mstep: Class 26 contains 125208 members 
Mstep: Class 27 contains 855 members 
Mstep: Class 28 contains 9088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069360.000000 Penalty: 97997.882812
Iteration 72Q: 29 clusters Score -1.560694e+08 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211799 members 
Mstep: Class 2 contains 19953 members 
Mstep: Class 3 contains 6869 members 
Mstep: Class 4 contains 20081 members 
Mstep: Class 5 contains 6937 members 
Mstep: Class 6 contains 32501 members 
Mstep: Class 7 contains 18718 members 
Mstep: Class 8 contains 144663 members 
Mstep: Class 9 contains 6262 members 
Mstep: Class 10 contains 174772 members 
Mstep: Class 11 contains 179504 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 5854 members 
Mstep: Class 14 contains 40813 members 
Mstep: Class 15 contains 94701 members 
Mstep: Class 16 contains 4996 members 
Mstep: Class 17 contains 44107 members 
Mstep: Class 18 contains 39450 members 
Mstep: Class 19 contains 6829 members 
Mstep: Class 20 contains 15322 members 
Mstep: Class 21 contains 8667 members 
Mstep: Class 22 contains 58220 members 
Mstep: Class 23 contains 13980 members 
Mstep: Class 24 contains 41969 members 
Mstep: Class 25 contains 11016 members 
Mstep: Class 26 contains 124557 members 
Mstep: Class 27 contains 855 members 
Mstep: Class 28 contains 9088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070048.000000 Penalty: 97997.882812
Iteration 73Q: 29 clusters Score -1.5607e+08 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211839 members 
Mstep: Class 2 contains 20229 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 20088 members 
Mstep: Class 5 contains 6948 members 
Mstep: Class 6 contains 32472 members 
Mstep: Class 7 contains 18712 members 
Mstep: Class 8 contains 144724 members 
Mstep: Class 9 contains 6259 members 
Mstep: Class 10 contains 174812 members 
Mstep: Class 11 contains 179831 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 5815 members 
Mstep: Class 14 contains 40766 members 
Mstep: Class 15 contains 94701 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 44176 members 
Mstep: Class 18 contains 39374 members 
Mstep: Class 19 contains 6836 members 
Mstep: Class 20 contains 15359 members 
Mstep: Class 21 contains 8655 members 
Mstep: Class 22 contains 58165 members 
Mstep: Class 23 contains 14035 members 
Mstep: Class 24 contains 41878 members 
Mstep: Class 25 contains 11030 members 
Mstep: Class 26 contains 123962 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070096.000000 Penalty: 97997.882812
Iteration 74Q: 29 clusters Score -1.560701e+08 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 211951 members 
Mstep: Class 2 contains 20475 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 20090 members 
Mstep: Class 5 contains 6957 members 
Mstep: Class 6 contains 32451 members 
Mstep: Class 7 contains 18706 members 
Mstep: Class 8 contains 144777 members 
Mstep: Class 9 contains 6261 members 
Mstep: Class 10 contains 174813 members 
Mstep: Class 11 contains 179982 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 40722 members 
Mstep: Class 15 contains 94696 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 44260 members 
Mstep: Class 18 contains 39299 members 
Mstep: Class 19 contains 6842 members 
Mstep: Class 20 contains 15390 members 
Mstep: Class 21 contains 8647 members 
Mstep: Class 22 contains 58104 members 
Mstep: Class 23 contains 14094 members 
Mstep: Class 24 contains 41813 members 
Mstep: Class 25 contains 11034 members 
Mstep: Class 26 contains 123513 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 9094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070032.000000 Penalty: 97997.882812
Iteration 75Q: 29 clusters Score -1.5607e+08 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 212064 members 
Mstep: Class 2 contains 20705 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 20097 members 
Mstep: Class 5 contains 6979 members 
Mstep: Class 6 contains 32429 members 
Mstep: Class 7 contains 18698 members 
Mstep: Class 8 contains 144808 members 
Mstep: Class 9 contains 6254 members 
Mstep: Class 10 contains 174820 members 
Mstep: Class 11 contains 179941 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 5779 members 
Mstep: Class 14 contains 40690 members 
Mstep: Class 15 contains 94700 members 
Mstep: Class 16 contains 4994 members 
Mstep: Class 17 contains 44339 members 
Mstep: Class 18 contains 39258 members 
Mstep: Class 19 contains 6865 members 
Mstep: Class 20 contains 15445 members 
Mstep: Class 21 contains 8638 members 
Mstep: Class 22 contains 58051 members 
Mstep: Class 23 contains 14138 members 
Mstep: Class 24 contains 41752 members 
Mstep: Class 25 contains 11048 members 
Mstep: Class 26 contains 123164 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 9095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070176.000000 Penalty: 97997.882812
Iteration 76Q: 29 clusters Score -1.560702e+08 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 212197 members 
Mstep: Class 2 contains 20923 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 7000 members 
Mstep: Class 6 contains 32404 members 
Mstep: Class 7 contains 18693 members 
Mstep: Class 8 contains 144821 members 
Mstep: Class 9 contains 6247 members 
Mstep: Class 10 contains 174847 members 
Mstep: Class 11 contains 179767 members 
Mstep: Class 12 contains 3461 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 40654 members 
Mstep: Class 15 contains 94711 members 
Mstep: Class 16 contains 4994 members 
Mstep: Class 17 contains 44394 members 
Mstep: Class 18 contains 39198 members 
Mstep: Class 19 contains 6900 members 
Mstep: Class 20 contains 15505 members 
Mstep: Class 21 contains 8632 members 
Mstep: Class 22 contains 58010 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 41689 members 
Mstep: Class 25 contains 11051 members 
Mstep: Class 26 contains 122943 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 9109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156070192.000000 Penalty: 97997.882812
Iteration 77Q: 29 clusters Score -1.560702e+08 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 212329 members 
Mstep: Class 2 contains 21124 members 
Mstep: Class 3 contains 6867 members 
Mstep: Class 4 contains 20103 members 
Mstep: Class 5 contains 7020 members 
Mstep: Class 6 contains 32395 members 
Mstep: Class 7 contains 18689 members 
Mstep: Class 8 contains 144833 members 
Mstep: Class 9 contains 6241 members 
Mstep: Class 10 contains 174878 members 
Mstep: Class 11 contains 179505 members 
Mstep: Class 12 contains 3460 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 40630 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 44436 members 
Mstep: Class 18 contains 39146 members 
Mstep: Class 19 contains 6920 members 
Mstep: Class 20 contains 15550 members 
Mstep: Class 21 contains 8628 members 
Mstep: Class 22 contains 57967 members 
Mstep: Class 23 contains 14226 members 
Mstep: Class 24 contains 41652 members 
Mstep: Class 25 contains 11062 members 
Mstep: Class 26 contains 122830 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156069776.000000 Penalty: 97997.882812
Iteration 78Q: 29 clusters Score -1.560698e+08 nChanged 2837
Entering ConstructFrom: 
Score: -156069776.000000 Penalty: 97997.882812
Entering ConstructFrom: 
Trying to split cluster 1 (212495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212495 members 
Entering Unmasked Estep 
Score: -25117094.000000 Penalty: 3042.135254
	Iteration 0F: 2 clusters Score -2.511709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105801 members 
Mstep: Class 2 contains 106694 members 
Entering Unmasked Estep 
Score: -24983136.000000 Penalty: 6084.270508
	Iteration 0F: 3 clusters Score -2.498314e+07 nChanged 102309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98852 members 
Mstep: Class 2 contains 113643 members 
Entering Unmasked Estep 
Score: -25045034.000000 Penalty: 6084.270508
	Iteration 1F: 3 clusters Score -2.504503e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94464 members 
Mstep: Class 2 contains 118031 members 
Entering Unmasked Estep 
Score: -25047374.000000 Penalty: 6084.270508
	Iteration 2Q: 3 clusters Score -2.504737e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 124530 members 
Entering Unmasked Estep 
Score: -25051410.000000 Penalty: 6084.270508
	Iteration 3Q: 3 clusters Score -2.505141e+07 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 133773 members 
Entering Unmasked Estep 
Score: -25057644.000000 Penalty: 6084.270508
	Iteration 4F: 3 clusters Score -2.505764e+07 nChanged 13555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 146086 members 
Entering Unmasked Estep 
Score: -25066954.000000 Penalty: 6084.270508
	Iteration 5F: 3 clusters Score -2.506695e+07 nChanged 15344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 160510 members 
Entering Unmasked Estep 
Score: -25079124.000000 Penalty: 6084.270508
	Iteration 6F: 3 clusters Score -2.507912e+07 nChanged 15509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 175333 members 
Entering Unmasked Estep 
Score: -25091530.000000 Penalty: 6084.270508
	Iteration 7F: 3 clusters Score -2.509153e+07 nChanged 12590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 187387 members 
Entering Unmasked Estep 
Score: -25100816.000000 Penalty: 6084.270508
	Iteration 8F: 3 clusters Score -2.510082e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 196033 members 
Entering Unmasked Estep 
Score: -25107006.000000 Penalty: 6084.270508
	Iteration 9Q: 3 clusters Score -2.510701e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 201621 members 
Entering Unmasked Estep 
Score: -25110122.000000 Penalty: 6084.270508
	Iteration 10Q: 3 clusters Score -2.511012e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 205050 members 
Entering Unmasked Estep 
Score: -25112140.000000 Penalty: 6084.270508
	Iteration 11Q: 3 clusters Score -2.511214e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 207077 members 
Entering Unmasked Estep 
Score: -25113466.000000 Penalty: 6084.270508
	Iteration 12Q: 3 clusters Score -2.511347e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 208219 members 
Entering Unmasked Estep 
Score: -25114080.000000 Penalty: 6084.270508
	Iteration 13Q: 3 clusters Score -2.511408e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 208874 members 
Entering Unmasked Estep 
Score: -25114528.000000 Penalty: 6084.270508
	Iteration 14Q: 3 clusters Score -2.511453e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 209247 members 
Entering Unmasked Estep 
Score: -25114764.000000 Penalty: 6084.270508
	Iteration 15Q: 3 clusters Score -2.511476e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 209499 members 
Entering Unmasked Estep 
Score: -25114962.000000 Penalty: 6084.270508
	Iteration 16Q: 3 clusters Score -2.511496e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 209638 members 
Entering Unmasked Estep 
Score: -25115068.000000 Penalty: 6084.270508
	Iteration 17Q: 3 clusters Score -2.511507e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 209736 members 
Entering Unmasked Estep 
Score: -25115090.000000 Penalty: 6084.270508
	Iteration 18Q: 3 clusters Score -2.511509e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 209805 members 
Entering Unmasked Estep 
Score: -25115144.000000 Penalty: 6084.270508
	Iteration 19Q: 3 clusters Score -2.511514e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 209846 members 
Entering Unmasked Estep 
Score: -25115216.000000 Penalty: 6084.270508
	Iteration 20F: 3 clusters Score -2.511522e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 209874 members 
Entering Unmasked Estep 
Score: -25115212.000000 Penalty: 6084.270508
	Iteration 21Q: 3 clusters Score -2.511521e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 209887 members 
Entering Unmasked Estep 
Score: -25115238.000000 Penalty: 6084.270508
	Iteration 22Q: 3 clusters Score -2.511524e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 209897 members 
Entering Unmasked Estep 
Score: -25115308.000000 Penalty: 6084.270508
	Iteration 23Q: 3 clusters Score -2.511531e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 209905 members 
Entering Unmasked Estep 
Score: -25115338.000000 Penalty: 6084.270508
	Iteration 24Q: 3 clusters Score -2.511534e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 209916 members 
Entering Unmasked Estep 
Score: -25115296.000000 Penalty: 6084.270508
	Iteration 25Q: 3 clusters Score -2.51153e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 209920 members 
Entering Unmasked Estep 
Score: -25115290.000000 Penalty: 6084.270508
	Iteration 26Q: 3 clusters Score -2.511529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 209918 members 
Entering Unmasked Estep 
Score: -25115326.000000 Penalty: 6084.270508
	Iteration 27Q: 3 clusters Score -2.511533e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 209921 members 
Entering Unmasked Estep 
Score: -25115298.000000 Penalty: 6084.270508
	Iteration 28Q: 3 clusters Score -2.51153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 209931 members 
Entering Unmasked Estep 
Score: -25115288.000000 Penalty: 6084.270508
	Iteration 29Q: 3 clusters Score -2.511529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 209928 members 
Entering Unmasked Estep 
Score: -25115306.000000 Penalty: 6084.270508
	Iteration 30Q: 3 clusters Score -2.511531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 209925 members 
Entering Unmasked Estep 
Score: -25115314.000000 Penalty: 6084.270508
	Iteration 31Q: 3 clusters Score -2.511531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 209930 members 
Entering Unmasked Estep 
Score: -25115298.000000 Penalty: 6084.270508
	Iteration 32Q: 3 clusters Score -2.51153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 209935 members 
Entering Unmasked Estep 
Score: -25115266.000000 Penalty: 6084.270508
	Iteration 33Q: 3 clusters Score -2.511527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 209938 members 
Entering Unmasked Estep 
Score: -25115268.000000 Penalty: 6084.270508
	Iteration 34Q: 3 clusters Score -2.511527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 209943 members 
Entering Unmasked Estep 
Score: -25115288.000000 Penalty: 6084.270508
	Iteration 35Q: 3 clusters Score -2.511529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 209943 members 
Entering Unmasked Estep 
Score: -25115280.000000 Penalty: 6084.270508
	Iteration 36Q: 3 clusters Score -2.511528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 209946 members 
Entering Unmasked Estep 
Score: -25115298.000000 Penalty: 6084.270508
	Iteration 37Q: 3 clusters Score -2.51153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 209944 members 
Entering Unmasked Estep 
Score: -25115290.000000 Penalty: 6084.270508
	Iteration 38Q: 3 clusters Score -2.511529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 209943 members 
Entering Unmasked Estep 
Score: -25115286.000000 Penalty: 6084.270508
	Iteration 39Q: 3 clusters Score -2.511529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 209943 members 
Entering Unmasked Estep 
Score: -25115292.000000 Penalty: 6084.270508
	Iteration 40F: 3 clusters Score -2.511529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 209945 members 
Entering Unmasked Estep 
Score: -25115286.000000 Penalty: 6084.270508
	Iteration 41Q: 3 clusters Score -2.511529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 209950 members 
Entering Unmasked Estep 
Score: -25115286.000000 Penalty: 6084.270508
	Iteration 42Q: 3 clusters Score -2.511529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 209951 members 
Entering Unmasked Estep 
Score: -25115298.000000 Penalty: 6084.270508
	Iteration 43Q: 3 clusters Score -2.51153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 209954 members 
Entering Unmasked Estep 
Score: -25115262.000000 Penalty: 6084.270508
	Iteration 44Q: 3 clusters Score -2.511526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 209954 members 
Entering Unmasked Estep 
Score: -25115272.000000 Penalty: 6084.270508
	Iteration 45Q: 3 clusters Score -2.511527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 209952 members 
Entering Unmasked Estep 
Score: -25115288.000000 Penalty: 6084.270508
	Iteration 46Q: 3 clusters Score -2.511529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 209952 members 
Entering Unmasked Estep 
Score: -25115310.000000 Penalty: 6084.270508
	Iteration 47Q: 3 clusters Score -2.511531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 209955 members 
Entering Unmasked Estep 
Score: -25115300.000000 Penalty: 6084.270508
	Iteration 48Q: 3 clusters Score -2.51153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 209957 members 
Entering Unmasked Estep 
Score: -25115302.000000 Penalty: 6084.270508
	Iteration 49Q: 3 clusters Score -2.51153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 209958 members 
Entering Unmasked Estep 
Score: -25115292.000000 Penalty: 6084.270508
	Iteration 50Q: 3 clusters Score -2.511529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 209957 members 
Entering Unmasked Estep 
Score: -25115296.000000 Penalty: 6084.270508
	Iteration 51Q: 3 clusters Score -2.51153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 209956 members 
Entering Unmasked Estep 
Score: -25115302.000000 Penalty: 6084.270508
	Iteration 52Q: 3 clusters Score -2.51153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 209955 members 
Entering Unmasked Estep 
Score: -25115298.000000 Penalty: 6084.270508
	Iteration 53Q: 3 clusters Score -2.51153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 209954 members 
Entering Unmasked Estep 
Score: -25115298.000000 Penalty: 6084.270508
	Iteration 54Q: 3 clusters Score -2.51153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 209952 members 
Entering Unmasked Estep 
Score: -25115290.000000 Penalty: 6084.270508
	Iteration 55Q: 3 clusters Score -2.511529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 209953 members 
Entering Unmasked Estep 
Score: -25115288.000000 Penalty: 6084.270508
	Iteration 56Q: 3 clusters Score -2.511529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 209954 members 
Entering Unmasked Estep 
Score: -25115296.000000 Penalty: 6084.270508
	Iteration 57Q: 3 clusters Score -2.51153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 209954 members 
Entering Unmasked Estep 
Score: -25115296.000000 Penalty: 6084.270508
	Iteration 58F: 3 clusters Score -2.51153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Entering Unmasked Estep 
Score: -2570754.750000 Penalty: 2471.566162
	Iteration 0F: 2 clusters Score -2570755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2555766.750000 Penalty: 4943.132324
	Iteration 0F: 3 clusters Score -2555767 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2560885.500000 Penalty: 4943.132324
	Iteration 1F: 3 clusters Score -2560886 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2561331.500000 Penalty: 4943.132324
	Iteration 2F: 3 clusters Score -2561332 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2561731.750000 Penalty: 4943.132324
	Iteration 3Q: 3 clusters Score -2561732 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2562188.250000 Penalty: 4943.132324
	Iteration 4Q: 3 clusters Score -2562188 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2562763.750000 Penalty: 4943.132324
	Iteration 5F: 3 clusters Score -2562764 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2563451.250000 Penalty: 4943.132324
	Iteration 6F: 3 clusters Score -2563451 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2564246.250000 Penalty: 4943.132324
	Iteration 7F: 3 clusters Score -2564246 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2565106.750000 Penalty: 4943.132324
	Iteration 8F: 3 clusters Score -2565107 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2565978.250000 Penalty: 4943.132324
	Iteration 9F: 3 clusters Score -2565978 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2566716.750000 Penalty: 4943.132324
	Iteration 10Q: 3 clusters Score -2566717 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2567253.750000 Penalty: 4943.132324
	Iteration 11Q: 3 clusters Score -2567254 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2567590.000000 Penalty: 4943.132324
	Iteration 12Q: 3 clusters Score -2567590 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2567755.250000 Penalty: 4943.132324
	Iteration 13Q: 3 clusters Score -2567755 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2567856.750000 Penalty: 4943.132324
	Iteration 14Q: 3 clusters Score -2567857 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2567927.250000 Penalty: 4943.132324
	Iteration 15Q: 3 clusters Score -2567927 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2567963.500000 Penalty: 4943.132324
	Iteration 16Q: 3 clusters Score -2567964 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2568008.500000 Penalty: 4943.132324
	Iteration 17Q: 3 clusters Score -2568008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2568050.250000 Penalty: 4943.132324
	Iteration 18Q: 3 clusters Score -2568050 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2568092.000000 Penalty: 4943.132324
	Iteration 19Q: 3 clusters Score -2568092 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2568122.000000 Penalty: 4943.132324
	Iteration 20F: 3 clusters Score -2568122 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2568145.250000 Penalty: 4943.132324
	Iteration 21Q: 3 clusters Score -2568145 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2568168.750000 Penalty: 4943.132324
	Iteration 22Q: 3 clusters Score -2568169 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2568193.000000 Penalty: 4943.132324
	Iteration 23Q: 3 clusters Score -2568193 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2568209.500000 Penalty: 4943.132324
	Iteration 24Q: 3 clusters Score -2568210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2568220.500000 Penalty: 4943.132324
	Iteration 25Q: 3 clusters Score -2568220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2568245.500000 Penalty: 4943.132324
	Iteration 26Q: 3 clusters Score -2568246 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2568261.750000 Penalty: 4943.132324
	Iteration 27Q: 3 clusters Score -2568262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2568287.250000 Penalty: 4943.132324
	Iteration 28Q: 3 clusters Score -2568287 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2568299.500000 Penalty: 4943.132324
	Iteration 29Q: 3 clusters Score -2568300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2568327.500000 Penalty: 4943.132324
	Iteration 30Q: 3 clusters Score -2568328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2568344.500000 Penalty: 4943.132324
	Iteration 31Q: 3 clusters Score -2568344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2568361.750000 Penalty: 4943.132324
	Iteration 32Q: 3 clusters Score -2568362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2568373.250000 Penalty: 4943.132324
	Iteration 33Q: 3 clusters Score -2568373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2568379.000000 Penalty: 4943.132324
	Iteration 34Q: 3 clusters Score -2568379 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2568395.500000 Penalty: 4943.132324
	Iteration 35Q: 3 clusters Score -2568396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2568422.250000 Penalty: 4943.132324
	Iteration 36Q: 3 clusters Score -2568422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2568437.750000 Penalty: 4943.132324
	Iteration 37Q: 3 clusters Score -2568438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2568444.000000 Penalty: 4943.132324
	Iteration 38Q: 3 clusters Score -2568444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2568458.500000 Penalty: 4943.132324
	Iteration 39Q: 3 clusters Score -2568458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2568456.500000 Penalty: 4943.132324
	Iteration 40F: 3 clusters Score -2568456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2568465.750000 Penalty: 4943.132324
	Iteration 41Q: 3 clusters Score -2568466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2568467.500000 Penalty: 4943.132324
	Iteration 42Q: 3 clusters Score -2568468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2568473.750000 Penalty: 4943.132324
	Iteration 43Q: 3 clusters Score -2568474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2568475.250000 Penalty: 4943.132324
	Iteration 44Q: 3 clusters Score -2568475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2568474.000000 Penalty: 4943.132324
	Iteration 45Q: 3 clusters Score -2568474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2568476.000000 Penalty: 4943.132324
	Iteration 46Q: 3 clusters Score -2568476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2568473.500000 Penalty: 4943.132324
	Iteration 47Q: 3 clusters Score -2568474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2568481.250000 Penalty: 4943.132324
	Iteration 48Q: 3 clusters Score -2568481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2568479.000000 Penalty: 4943.132324
	Iteration 49Q: 3 clusters Score -2568479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2568480.500000 Penalty: 4943.132324
	Iteration 50Q: 3 clusters Score -2568480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2568483.500000 Penalty: 4943.132324
	Iteration 51Q: 3 clusters Score -2568484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2568481.000000 Penalty: 4943.132324
	Iteration 52Q: 3 clusters Score -2568481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2568480.500000 Penalty: 4943.132324
	Iteration 53Q: 3 clusters Score -2568480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2568481.250000 Penalty: 4943.132324
	Iteration 54Q: 3 clusters Score -2568481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2568481.750000 Penalty: 4943.132324
	Iteration 55Q: 3 clusters Score -2568482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2568484.250000 Penalty: 4943.132324
	Iteration 56Q: 3 clusters Score -2568484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2568487.250000 Penalty: 4943.132324
	Iteration 57Q: 3 clusters Score -2568487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2568487.250000 Penalty: 4943.132324
	Iteration 58Q: 3 clusters Score -2568487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2568487.750000 Penalty: 4943.132324
	Iteration 59Q: 3 clusters Score -2568488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2568488.500000 Penalty: 4943.132324
	Iteration 60F: 3 clusters Score -2568488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2568488.750000 Penalty: 4943.132324
	Iteration 61Q: 3 clusters Score -2568489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2568487.750000 Penalty: 4943.132324
	Iteration 62Q: 3 clusters Score -2568488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2568489.250000 Penalty: 4943.132324
	Iteration 63Q: 3 clusters Score -2568489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2568488.250000 Penalty: 4943.132324
	Iteration 64Q: 3 clusters Score -2568488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2568493.500000 Penalty: 4943.132324
	Iteration 65Q: 3 clusters Score -2568494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2568496.000000 Penalty: 4943.132324
	Iteration 66Q: 3 clusters Score -2568496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2568496.750000 Penalty: 4943.132324
	Iteration 67Q: 3 clusters Score -2568497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2568499.000000 Penalty: 4943.132324
	Iteration 68Q: 3 clusters Score -2568499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2568499.500000 Penalty: 4943.132324
	Iteration 69Q: 3 clusters Score -2568500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2568498.750000 Penalty: 4943.132324
	Iteration 70Q: 3 clusters Score -2568499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2568503.750000 Penalty: 4943.132324
	Iteration 71Q: 3 clusters Score -2568504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2568503.750000 Penalty: 4943.132324
	Iteration 72Q: 3 clusters Score -2568504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2568507.250000 Penalty: 4943.132324
	Iteration 73Q: 3 clusters Score -2568507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2568506.250000 Penalty: 4943.132324
	Iteration 74Q: 3 clusters Score -2568506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2568506.250000 Penalty: 4943.132324
	Iteration 75Q: 3 clusters Score -2568506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2568507.250000 Penalty: 4943.132324
	Iteration 76Q: 3 clusters Score -2568507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2568507.250000 Penalty: 4943.132324
	Iteration 77F: 3 clusters Score -2568507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Entering Unmasked Estep 
Score: -807083.187500 Penalty: 2190.879395
	Iteration 0F: 2 clusters Score -807083.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -801408.062500 Penalty: 4381.758789
	Iteration 0F: 3 clusters Score -801408.1 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -802865.562500 Penalty: 4381.758789
	Iteration 1F: 3 clusters Score -802865.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -803076.062500 Penalty: 4381.758789
	Iteration 2F: 3 clusters Score -803076.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -803222.562500 Penalty: 4381.758789
	Iteration 3Q: 3 clusters Score -803222.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -803336.875000 Penalty: 4381.758789
	Iteration 4Q: 3 clusters Score -803336.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -803427.375000 Penalty: 4381.758789
	Iteration 5Q: 3 clusters Score -803427.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -803508.062500 Penalty: 4381.758789
	Iteration 6Q: 3 clusters Score -803508.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -803569.750000 Penalty: 4381.758789
	Iteration 7Q: 3 clusters Score -803569.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -803628.500000 Penalty: 4381.758789
	Iteration 8Q: 3 clusters Score -803628.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -803694.812500 Penalty: 4381.758789
	Iteration 9Q: 3 clusters Score -803694.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -803766.500000 Penalty: 4381.758789
	Iteration 10Q: 3 clusters Score -803766.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -803846.875000 Penalty: 4381.758789
	Iteration 11Q: 3 clusters Score -803846.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -803931.187500 Penalty: 4381.758789
	Iteration 12Q: 3 clusters Score -803931.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -804015.750000 Penalty: 4381.758789
	Iteration 13Q: 3 clusters Score -804015.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -804121.375000 Penalty: 4381.758789
	Iteration 14Q: 3 clusters Score -804121.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -804236.562500 Penalty: 4381.758789
	Iteration 15Q: 3 clusters Score -804236.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -804374.437500 Penalty: 4381.758789
	Iteration 16Q: 3 clusters Score -804374.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -804496.625000 Penalty: 4381.758789
	Iteration 17Q: 3 clusters Score -804496.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -804639.875000 Penalty: 4381.758789
	Iteration 18Q: 3 clusters Score -804639.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -804750.500000 Penalty: 4381.758789
	Iteration 19Q: 3 clusters Score -804750.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -804845.312500 Penalty: 4381.758789
	Iteration 20F: 3 clusters Score -804845.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -804923.250000 Penalty: 4381.758789
	Iteration 21Q: 3 clusters Score -804923.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -804971.312500 Penalty: 4381.758789
	Iteration 22Q: 3 clusters Score -804971.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -805016.812500 Penalty: 4381.758789
	Iteration 23Q: 3 clusters Score -805016.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -805056.875000 Penalty: 4381.758789
	Iteration 24Q: 3 clusters Score -805056.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -805078.625000 Penalty: 4381.758789
	Iteration 25Q: 3 clusters Score -805078.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -805091.062500 Penalty: 4381.758789
	Iteration 26Q: 3 clusters Score -805091.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -805107.562500 Penalty: 4381.758789
	Iteration 27Q: 3 clusters Score -805107.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -805123.562500 Penalty: 4381.758789
	Iteration 28Q: 3 clusters Score -805123.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -805132.750000 Penalty: 4381.758789
	Iteration 29Q: 3 clusters Score -805132.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -805145.625000 Penalty: 4381.758789
	Iteration 30Q: 3 clusters Score -805145.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -805150.562500 Penalty: 4381.758789
	Iteration 31Q: 3 clusters Score -805150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -805154.687500 Penalty: 4381.758789
	Iteration 32Q: 3 clusters Score -805154.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -805157.312500 Penalty: 4381.758789
	Iteration 33Q: 3 clusters Score -805157.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -805158.000000 Penalty: 4381.758789
	Iteration 34Q: 3 clusters Score -805158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -805161.812500 Penalty: 4381.758789
	Iteration 35Q: 3 clusters Score -805161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -805165.812500 Penalty: 4381.758789
	Iteration 36Q: 3 clusters Score -805165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -805165.312500 Penalty: 4381.758789
	Iteration 37Q: 3 clusters Score -805165.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -805165.312500 Penalty: 4381.758789
	Iteration 38F: 3 clusters Score -805165.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Entering Unmasked Estep 
Score: -2358034.250000 Penalty: 2457.351318
	Iteration 0F: 2 clusters Score -2358034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2343922.250000 Penalty: 4914.702637
	Iteration 0F: 3 clusters Score -2343922 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2348661.500000 Penalty: 4914.702637
	Iteration 1F: 3 clusters Score -2348662 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2349028.250000 Penalty: 4914.702637
	Iteration 2F: 3 clusters Score -2349028 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2349317.750000 Penalty: 4914.702637
	Iteration 3Q: 3 clusters Score -2349318 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2349539.250000 Penalty: 4914.702637
	Iteration 4Q: 3 clusters Score -2349539 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2349741.000000 Penalty: 4914.702637
	Iteration 5Q: 3 clusters Score -2349741 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2349934.000000 Penalty: 4914.702637
	Iteration 6Q: 3 clusters Score -2349934 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2350135.250000 Penalty: 4914.702637
	Iteration 7Q: 3 clusters Score -2350135 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2350351.000000 Penalty: 4914.702637
	Iteration 8Q: 3 clusters Score -2350351 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2350574.500000 Penalty: 4914.702637
	Iteration 9Q: 3 clusters Score -2350574 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2350841.250000 Penalty: 4914.702637
	Iteration 10Q: 3 clusters Score -2350841 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2351191.250000 Penalty: 4914.702637
	Iteration 11Q: 3 clusters Score -2351191 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2351639.000000 Penalty: 4914.702637
	Iteration 12Q: 3 clusters Score -2351639 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2352228.000000 Penalty: 4914.702637
	Iteration 13Q: 3 clusters Score -2352228 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2352992.500000 Penalty: 4914.702637
	Iteration 14F: 3 clusters Score -2352992 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2353816.750000 Penalty: 4914.702637
	Iteration 15F: 3 clusters Score -2353817 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2354556.250000 Penalty: 4914.702637
	Iteration 16Q: 3 clusters Score -2354556 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2355109.250000 Penalty: 4914.702637
	Iteration 17Q: 3 clusters Score -2355109 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2355469.250000 Penalty: 4914.702637
	Iteration 18Q: 3 clusters Score -2355469 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2355673.250000 Penalty: 4914.702637
	Iteration 19Q: 3 clusters Score -2355673 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2355780.250000 Penalty: 4914.702637
	Iteration 20F: 3 clusters Score -2355780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2355839.750000 Penalty: 4914.702637
	Iteration 21Q: 3 clusters Score -2355840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2355873.250000 Penalty: 4914.702637
	Iteration 22Q: 3 clusters Score -2355873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2355903.500000 Penalty: 4914.702637
	Iteration 23Q: 3 clusters Score -2355904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2355935.000000 Penalty: 4914.702637
	Iteration 24Q: 3 clusters Score -2355935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2355969.750000 Penalty: 4914.702637
	Iteration 25Q: 3 clusters Score -2355970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2355990.500000 Penalty: 4914.702637
	Iteration 26Q: 3 clusters Score -2355990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2356008.500000 Penalty: 4914.702637
	Iteration 27Q: 3 clusters Score -2356008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2356025.750000 Penalty: 4914.702637
	Iteration 28Q: 3 clusters Score -2356026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2356039.000000 Penalty: 4914.702637
	Iteration 29Q: 3 clusters Score -2356039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2356050.250000 Penalty: 4914.702637
	Iteration 30Q: 3 clusters Score -2356050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2356055.000000 Penalty: 4914.702637
	Iteration 31Q: 3 clusters Score -2356055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2356057.750000 Penalty: 4914.702637
	Iteration 32Q: 3 clusters Score -2356058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2356057.750000 Penalty: 4914.702637
	Iteration 33F: 3 clusters Score -2356058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2356063.250000 Penalty: 4914.702637
	Iteration 34Q: 3 clusters Score -2356063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2356063.250000 Penalty: 4914.702637
	Iteration 35F: 3 clusters Score -2356063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Entering Unmasked Estep 
Score: -830780.250000 Penalty: 2197.685059
	Iteration 0F: 2 clusters Score -830780.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -824993.562500 Penalty: 4395.370117
	Iteration 0F: 3 clusters Score -824993.6 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -826544.875000 Penalty: 4395.370117
	Iteration 1F: 3 clusters Score -826544.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -826803.000000 Penalty: 4395.370117
	Iteration 2F: 3 clusters Score -826803 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -826955.625000 Penalty: 4395.370117
	Iteration 3Q: 3 clusters Score -826955.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -827074.062500 Penalty: 4395.370117
	Iteration 4Q: 3 clusters Score -827074.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -827169.250000 Penalty: 4395.370117
	Iteration 5Q: 3 clusters Score -827169.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -827236.687500 Penalty: 4395.370117
	Iteration 6Q: 3 clusters Score -827236.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -827300.062500 Penalty: 4395.370117
	Iteration 7Q: 3 clusters Score -827300.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -827356.187500 Penalty: 4395.370117
	Iteration 8Q: 3 clusters Score -827356.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -827398.187500 Penalty: 4395.370117
	Iteration 9Q: 3 clusters Score -827398.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -827431.500000 Penalty: 4395.370117
	Iteration 10Q: 3 clusters Score -827431.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -827457.500000 Penalty: 4395.370117
	Iteration 11Q: 3 clusters Score -827457.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -827480.812500 Penalty: 4395.370117
	Iteration 12Q: 3 clusters Score -827480.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -827502.437500 Penalty: 4395.370117
	Iteration 13Q: 3 clusters Score -827502.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -827516.500000 Penalty: 4395.370117
	Iteration 14Q: 3 clusters Score -827516.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -827534.312500 Penalty: 4395.370117
	Iteration 15Q: 3 clusters Score -827534.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -827549.812500 Penalty: 4395.370117
	Iteration 16Q: 3 clusters Score -827549.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -827563.062500 Penalty: 4395.370117
	Iteration 17Q: 3 clusters Score -827563.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -827579.687500 Penalty: 4395.370117
	Iteration 18Q: 3 clusters Score -827579.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -827588.812500 Penalty: 4395.370117
	Iteration 19Q: 3 clusters Score -827588.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -827602.562500 Penalty: 4395.370117
	Iteration 20F: 3 clusters Score -827602.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -827612.750000 Penalty: 4395.370117
	Iteration 21Q: 3 clusters Score -827612.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -827624.750000 Penalty: 4395.370117
	Iteration 22Q: 3 clusters Score -827624.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -827639.000000 Penalty: 4395.370117
	Iteration 23Q: 3 clusters Score -827639 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -827653.000000 Penalty: 4395.370117
	Iteration 24Q: 3 clusters Score -827653 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -827671.187500 Penalty: 4395.370117
	Iteration 25Q: 3 clusters Score -827671.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -827687.937500 Penalty: 4395.370117
	Iteration 26Q: 3 clusters Score -827687.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -827703.187500 Penalty: 4395.370117
	Iteration 27Q: 3 clusters Score -827703.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -827714.812500 Penalty: 4395.370117
	Iteration 28Q: 3 clusters Score -827714.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -827731.437500 Penalty: 4395.370117
	Iteration 29Q: 3 clusters Score -827731.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -827750.187500 Penalty: 4395.370117
	Iteration 30Q: 3 clusters Score -827750.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -827768.250000 Penalty: 4395.370117
	Iteration 31Q: 3 clusters Score -827768.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -827786.437500 Penalty: 4395.370117
	Iteration 32Q: 3 clusters Score -827786.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -827801.562500 Penalty: 4395.370117
	Iteration 33Q: 3 clusters Score -827801.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -827813.500000 Penalty: 4395.370117
	Iteration 34Q: 3 clusters Score -827813.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -827840.250000 Penalty: 4395.370117
	Iteration 35Q: 3 clusters Score -827840.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -827870.750000 Penalty: 4395.370117
	Iteration 36Q: 3 clusters Score -827870.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -827901.687500 Penalty: 4395.370117
	Iteration 37Q: 3 clusters Score -827901.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -827935.125000 Penalty: 4395.370117
	Iteration 38Q: 3 clusters Score -827935.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -827974.750000 Penalty: 4395.370117
	Iteration 39Q: 3 clusters Score -827974.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -828010.937500 Penalty: 4395.370117
	Iteration 40F: 3 clusters Score -828010.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -828042.687500 Penalty: 4395.370117
	Iteration 41Q: 3 clusters Score -828042.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -828083.625000 Penalty: 4395.370117
	Iteration 42Q: 3 clusters Score -828083.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -828118.812500 Penalty: 4395.370117
	Iteration 43Q: 3 clusters Score -828118.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -828154.250000 Penalty: 4395.370117
	Iteration 44Q: 3 clusters Score -828154.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -828187.750000 Penalty: 4395.370117
	Iteration 45Q: 3 clusters Score -828187.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -828221.312500 Penalty: 4395.370117
	Iteration 46Q: 3 clusters Score -828221.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -828248.750000 Penalty: 4395.370117
	Iteration 47Q: 3 clusters Score -828248.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -828272.937500 Penalty: 4395.370117
	Iteration 48Q: 3 clusters Score -828272.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -828306.375000 Penalty: 4395.370117
	Iteration 49Q: 3 clusters Score -828306.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -828347.750000 Penalty: 4395.370117
	Iteration 50Q: 3 clusters Score -828347.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -828378.062500 Penalty: 4395.370117
	Iteration 51Q: 3 clusters Score -828378.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -828403.750000 Penalty: 4395.370117
	Iteration 52Q: 3 clusters Score -828403.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -828429.562500 Penalty: 4395.370117
	Iteration 53Q: 3 clusters Score -828429.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -828458.375000 Penalty: 4395.370117
	Iteration 54Q: 3 clusters Score -828458.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -828484.500000 Penalty: 4395.370117
	Iteration 55Q: 3 clusters Score -828484.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -828509.187500 Penalty: 4395.370117
	Iteration 56Q: 3 clusters Score -828509.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -828531.625000 Penalty: 4395.370117
	Iteration 57Q: 3 clusters Score -828531.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -828550.375000 Penalty: 4395.370117
	Iteration 58Q: 3 clusters Score -828550.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -828568.437500 Penalty: 4395.370117
	Iteration 59Q: 3 clusters Score -828568.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -828589.250000 Penalty: 4395.370117
	Iteration 60F: 3 clusters Score -828589.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -828605.812500 Penalty: 4395.370117
	Iteration 61Q: 3 clusters Score -828605.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -828624.437500 Penalty: 4395.370117
	Iteration 62Q: 3 clusters Score -828624.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -828643.437500 Penalty: 4395.370117
	Iteration 63Q: 3 clusters Score -828643.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -828664.500000 Penalty: 4395.370117
	Iteration 64Q: 3 clusters Score -828664.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -828687.937500 Penalty: 4395.370117
	Iteration 65Q: 3 clusters Score -828687.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -828709.500000 Penalty: 4395.370117
	Iteration 66Q: 3 clusters Score -828709.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -828725.500000 Penalty: 4395.370117
	Iteration 67Q: 3 clusters Score -828725.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -828735.125000 Penalty: 4395.370117
	Iteration 68Q: 3 clusters Score -828735.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -828748.625000 Penalty: 4395.370117
	Iteration 69Q: 3 clusters Score -828748.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -828761.000000 Penalty: 4395.370117
	Iteration 70Q: 3 clusters Score -828761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -828774.187500 Penalty: 4395.370117
	Iteration 71Q: 3 clusters Score -828774.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -828794.250000 Penalty: 4395.370117
	Iteration 72Q: 3 clusters Score -828794.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -828796.875000 Penalty: 4395.370117
	Iteration 73Q: 3 clusters Score -828796.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -828803.250000 Penalty: 4395.370117
	Iteration 74Q: 3 clusters Score -828803.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -828809.000000 Penalty: 4395.370117
	Iteration 75Q: 3 clusters Score -828809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -828814.125000 Penalty: 4395.370117
	Iteration 76Q: 3 clusters Score -828814.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -828817.250000 Penalty: 4395.370117
	Iteration 77Q: 3 clusters Score -828817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -828819.375000 Penalty: 4395.370117
	Iteration 78Q: 3 clusters Score -828819.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -828824.937500 Penalty: 4395.370117
	Iteration 79Q: 3 clusters Score -828824.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -828831.875000 Penalty: 4395.370117
	Iteration 80F: 3 clusters Score -828831.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -828834.750000 Penalty: 4395.370117
	Iteration 81Q: 3 clusters Score -828834.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -828839.437500 Penalty: 4395.370117
	Iteration 82Q: 3 clusters Score -828839.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -828845.562500 Penalty: 4395.370117
	Iteration 83Q: 3 clusters Score -828845.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -828850.375000 Penalty: 4395.370117
	Iteration 84Q: 3 clusters Score -828850.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -828856.937500 Penalty: 4395.370117
	Iteration 85Q: 3 clusters Score -828856.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -828865.250000 Penalty: 4395.370117
	Iteration 86Q: 3 clusters Score -828865.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -828873.000000 Penalty: 4395.370117
	Iteration 87Q: 3 clusters Score -828873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -828882.000000 Penalty: 4395.370117
	Iteration 88Q: 3 clusters Score -828882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -828889.125000 Penalty: 4395.370117
	Iteration 89Q: 3 clusters Score -828889.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -828897.062500 Penalty: 4395.370117
	Iteration 90Q: 3 clusters Score -828897.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -828904.750000 Penalty: 4395.370117
	Iteration 91Q: 3 clusters Score -828904.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -828916.437500 Penalty: 4395.370117
	Iteration 92Q: 3 clusters Score -828916.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -828931.437500 Penalty: 4395.370117
	Iteration 93Q: 3 clusters Score -828931.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -828939.625000 Penalty: 4395.370117
	Iteration 94Q: 3 clusters Score -828939.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -828946.750000 Penalty: 4395.370117
	Iteration 95Q: 3 clusters Score -828946.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -828957.937500 Penalty: 4395.370117
	Iteration 96Q: 3 clusters Score -828957.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -828975.937500 Penalty: 4395.370117
	Iteration 97Q: 3 clusters Score -828975.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -828989.125000 Penalty: 4395.370117
	Iteration 98Q: 3 clusters Score -828989.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -828999.000000 Penalty: 4395.370117
	Iteration 99Q: 3 clusters Score -828999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -829015.687500 Penalty: 4395.370117
	Iteration 100F: 3 clusters Score -829015.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -829026.750000 Penalty: 4395.370117
	Iteration 101Q: 3 clusters Score -829026.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -829033.000000 Penalty: 4395.370117
	Iteration 102Q: 3 clusters Score -829033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -829033.875000 Penalty: 4395.370117
	Iteration 103Q: 3 clusters Score -829033.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -829033.875000 Penalty: 4395.370117
	Iteration 104F: 3 clusters Score -829033.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Entering Unmasked Estep 
Score: -3853804.500000 Penalty: 2575.629883
	Iteration 0F: 2 clusters Score -3853804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3831756.750000 Penalty: 5151.259766
	Iteration 0F: 3 clusters Score -3831757 nChanged 14664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3839826.000000 Penalty: 5151.259766
	Iteration 1F: 3 clusters Score -3839826 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3840297.750000 Penalty: 5151.259766
	Iteration 2Q: 3 clusters Score -3840298 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3840728.250000 Penalty: 5151.259766
	Iteration 3Q: 3 clusters Score -3840728 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3841159.500000 Penalty: 5151.259766
	Iteration 4Q: 3 clusters Score -3841160 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3841647.500000 Penalty: 5151.259766
	Iteration 5Q: 3 clusters Score -3841648 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3842237.000000 Penalty: 5151.259766
	Iteration 6Q: 3 clusters Score -3842237 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3842892.750000 Penalty: 5151.259766
	Iteration 7Q: 3 clusters Score -3842893 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3843665.000000 Penalty: 5151.259766
	Iteration 8Q: 3 clusters Score -3843665 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3844571.750000 Penalty: 5151.259766
	Iteration 9F: 3 clusters Score -3844572 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -3845538.500000 Penalty: 5151.259766
	Iteration 10F: 3 clusters Score -3845538 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3846512.250000 Penalty: 5151.259766
	Iteration 11Q: 3 clusters Score -3846512 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3847520.000000 Penalty: 5151.259766
	Iteration 12Q: 3 clusters Score -3847520 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3848491.250000 Penalty: 5151.259766
	Iteration 13Q: 3 clusters Score -3848491 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3849364.000000 Penalty: 5151.259766
	Iteration 14Q: 3 clusters Score -3849364 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3850040.750000 Penalty: 5151.259766
	Iteration 15Q: 3 clusters Score -3850041 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3850447.750000 Penalty: 5151.259766
	Iteration 16Q: 3 clusters Score -3850448 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3850753.000000 Penalty: 5151.259766
	Iteration 17Q: 3 clusters Score -3850753 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3850973.500000 Penalty: 5151.259766
	Iteration 18Q: 3 clusters Score -3850974 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3851136.000000 Penalty: 5151.259766
	Iteration 19Q: 3 clusters Score -3851136 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3851254.000000 Penalty: 5151.259766
	Iteration 20F: 3 clusters Score -3851254 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3851337.750000 Penalty: 5151.259766
	Iteration 21Q: 3 clusters Score -3851338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3851371.250000 Penalty: 5151.259766
	Iteration 22Q: 3 clusters Score -3851371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3851411.500000 Penalty: 5151.259766
	Iteration 23Q: 3 clusters Score -3851412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3851443.750000 Penalty: 5151.259766
	Iteration 24Q: 3 clusters Score -3851444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3851468.750000 Penalty: 5151.259766
	Iteration 25Q: 3 clusters Score -3851469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3851482.000000 Penalty: 5151.259766
	Iteration 26Q: 3 clusters Score -3851482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3851490.000000 Penalty: 5151.259766
	Iteration 27Q: 3 clusters Score -3851490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3851498.250000 Penalty: 5151.259766
	Iteration 28Q: 3 clusters Score -3851498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3851499.250000 Penalty: 5151.259766
	Iteration 29Q: 3 clusters Score -3851499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3851508.250000 Penalty: 5151.259766
	Iteration 30Q: 3 clusters Score -3851508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3851515.750000 Penalty: 5151.259766
	Iteration 31Q: 3 clusters Score -3851516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3851538.500000 Penalty: 5151.259766
	Iteration 32Q: 3 clusters Score -3851538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3851543.500000 Penalty: 5151.259766
	Iteration 33Q: 3 clusters Score -3851544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3851553.000000 Penalty: 5151.259766
	Iteration 34Q: 3 clusters Score -3851553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3851560.500000 Penalty: 5151.259766
	Iteration 35Q: 3 clusters Score -3851560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3851570.000000 Penalty: 5151.259766
	Iteration 36Q: 3 clusters Score -3851570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3851570.500000 Penalty: 5151.259766
	Iteration 37Q: 3 clusters Score -3851570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3851572.000000 Penalty: 5151.259766
	Iteration 38Q: 3 clusters Score -3851572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3851577.500000 Penalty: 5151.259766
	Iteration 39Q: 3 clusters Score -3851578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3851578.750000 Penalty: 5151.259766
	Iteration 40F: 3 clusters Score -3851579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Entering Unmasked Estep 
Score: -2164146.000000 Penalty: 2439.171631
	Iteration 0F: 2 clusters Score -2164146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2150961.750000 Penalty: 4878.343262
	Iteration 0F: 3 clusters Score -2150962 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2155505.250000 Penalty: 4878.343262
	Iteration 1F: 3 clusters Score -2155505 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2156260.750000 Penalty: 4878.343262
	Iteration 2F: 3 clusters Score -2156261 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2157160.000000 Penalty: 4878.343262
	Iteration 3F: 3 clusters Score -2157160 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2158160.000000 Penalty: 4878.343262
	Iteration 4F: 3 clusters Score -2158160 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2159288.500000 Penalty: 4878.343262
	Iteration 5F: 3 clusters Score -2159288 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2160523.750000 Penalty: 4878.343262
	Iteration 6F: 3 clusters Score -2160524 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2161541.250000 Penalty: 4878.343262
	Iteration 7F: 3 clusters Score -2161541 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2162188.000000 Penalty: 4878.343262
	Iteration 8F: 3 clusters Score -2162188 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2162559.250000 Penalty: 4878.343262
	Iteration 9Q: 3 clusters Score -2162559 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2162842.750000 Penalty: 4878.343262
	Iteration 10Q: 3 clusters Score -2162843 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2163064.500000 Penalty: 4878.343262
	Iteration 11Q: 3 clusters Score -2163064 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2163227.500000 Penalty: 4878.343262
	Iteration 12Q: 3 clusters Score -2163228 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2163346.500000 Penalty: 4878.343262
	Iteration 13Q: 3 clusters Score -2163346 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2163426.250000 Penalty: 4878.343262
	Iteration 14Q: 3 clusters Score -2163426 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2163479.250000 Penalty: 4878.343262
	Iteration 15Q: 3 clusters Score -2163479 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2163519.750000 Penalty: 4878.343262
	Iteration 16Q: 3 clusters Score -2163520 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2163565.750000 Penalty: 4878.343262
	Iteration 17Q: 3 clusters Score -2163566 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2163587.500000 Penalty: 4878.343262
	Iteration 18Q: 3 clusters Score -2163588 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2163612.750000 Penalty: 4878.343262
	Iteration 19Q: 3 clusters Score -2163613 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2163645.250000 Penalty: 4878.343262
	Iteration 20F: 3 clusters Score -2163645 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2163663.500000 Penalty: 4878.343262
	Iteration 21Q: 3 clusters Score -2163664 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2163698.250000 Penalty: 4878.343262
	Iteration 22Q: 3 clusters Score -2163698 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2163732.250000 Penalty: 4878.343262
	Iteration 23Q: 3 clusters Score -2163732 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2163749.000000 Penalty: 4878.343262
	Iteration 24Q: 3 clusters Score -2163749 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2163770.000000 Penalty: 4878.343262
	Iteration 25Q: 3 clusters Score -2163770 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2163791.250000 Penalty: 4878.343262
	Iteration 26Q: 3 clusters Score -2163791 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2163815.250000 Penalty: 4878.343262
	Iteration 27Q: 3 clusters Score -2163815 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2163832.750000 Penalty: 4878.343262
	Iteration 28Q: 3 clusters Score -2163833 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2163866.750000 Penalty: 4878.343262
	Iteration 29Q: 3 clusters Score -2163867 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2163885.000000 Penalty: 4878.343262
	Iteration 30Q: 3 clusters Score -2163885 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2163911.000000 Penalty: 4878.343262
	Iteration 31Q: 3 clusters Score -2163911 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2163936.250000 Penalty: 4878.343262
	Iteration 32Q: 3 clusters Score -2163936 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2163962.750000 Penalty: 4878.343262
	Iteration 33Q: 3 clusters Score -2163963 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2164017.000000 Penalty: 4878.343262
	Iteration 34Q: 3 clusters Score -2164017 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2164052.000000 Penalty: 4878.343262
	Iteration 35Q: 3 clusters Score -2164052 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2164110.000000 Penalty: 4878.343262
	Iteration 36Q: 3 clusters Score -2164110 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2164184.000000 Penalty: 4878.343262
	Iteration 37Q: 3 clusters Score -2164184 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2164260.000000 Penalty: 4878.343262
	Iteration 38Q: 3 clusters Score -2164260 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2164372.000000 Penalty: 4878.343262
	Iteration 39Q: 3 clusters Score -2164372 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2164490.000000 Penalty: 4878.343262
	Iteration 40F: 3 clusters Score -2164490 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2164614.000000 Penalty: 4878.343262
	Iteration 41Q: 3 clusters Score -2164614 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2164726.500000 Penalty: 4878.343262
	Iteration 42Q: 3 clusters Score -2164726 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2164788.250000 Penalty: 4878.343262
	Iteration 43Q: 3 clusters Score -2164788 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2164837.750000 Penalty: 4878.343262
	Iteration 44Q: 3 clusters Score -2164838 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2164874.750000 Penalty: 4878.343262
	Iteration 45Q: 3 clusters Score -2164875 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2164902.500000 Penalty: 4878.343262
	Iteration 46Q: 3 clusters Score -2164902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2164932.000000 Penalty: 4878.343262
	Iteration 47Q: 3 clusters Score -2164932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2164958.250000 Penalty: 4878.343262
	Iteration 48Q: 3 clusters Score -2164958 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2164997.000000 Penalty: 4878.343262
	Iteration 49Q: 3 clusters Score -2164997 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2165048.000000 Penalty: 4878.343262
	Iteration 50Q: 3 clusters Score -2165048 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2165121.500000 Penalty: 4878.343262
	Iteration 51Q: 3 clusters Score -2165122 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2165235.000000 Penalty: 4878.343262
	Iteration 52Q: 3 clusters Score -2165235 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2165414.250000 Penalty: 4878.343262
	Iteration 53Q: 3 clusters Score -2165414 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2165679.000000 Penalty: 4878.343262
	Iteration 54Q: 3 clusters Score -2165679 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2165996.500000 Penalty: 4878.343262
	Iteration 55Q: 3 clusters Score -2165996 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2166159.500000 Penalty: 4878.343262
	Iteration 56Q: 3 clusters Score -2166160 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2166208.000000 Penalty: 4878.343262
	Iteration 57Q: 3 clusters Score -2166208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2166216.750000 Penalty: 4878.343262
	Iteration 58Q: 3 clusters Score -2166217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2166221.000000 Penalty: 4878.343262
	Iteration 59Q: 3 clusters Score -2166221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2166228.250000 Penalty: 4878.343262
	Iteration 60F: 3 clusters Score -2166228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2166224.750000 Penalty: 4878.343262
	Iteration 61Q: 3 clusters Score -2166225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2166226.500000 Penalty: 4878.343262
	Iteration 62Q: 3 clusters Score -2166226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2166232.500000 Penalty: 4878.343262
	Iteration 63Q: 3 clusters Score -2166232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2166233.250000 Penalty: 4878.343262
	Iteration 64Q: 3 clusters Score -2166233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2166231.500000 Penalty: 4878.343262
	Iteration 65Q: 3 clusters Score -2166232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2166231.500000 Penalty: 4878.343262
	Iteration 66F: 3 clusters Score -2166232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 212495 members 
Mstep: Class 2 contains 21290 members 
Mstep: Class 3 contains 6865 members 
Mstep: Class 4 contains 20104 members 
Mstep: Class 5 contains 7056 members 
Mstep: Class 6 contains 32390 members 
Mstep: Class 7 contains 14247 members 
Mstep: Class 8 contains 144825 members 
Mstep: Class 9 contains 6240 members 
Mstep: Class 10 contains 174872 members 
Mstep: Class 11 contains 179172 members 
Mstep: Class 12 contains 3463 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 40615 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4992 members 
Mstep: Class 17 contains 44490 members 
Mstep: Class 18 contains 39104 members 
Mstep: Class 19 contains 6930 members 
Mstep: Class 20 contains 15596 members 
Mstep: Class 21 contains 8627 members 
Mstep: Class 22 contains 57937 members 
Mstep: Class 23 contains 14281 members 
Mstep: Class 24 contains 41603 members 
Mstep: Class 25 contains 11070 members 
Mstep: Class 26 contains 122801 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 9093 members 
Mstep: Class 29 contains 4436 members 
Entering Unmasked Estep 
Score: -156070656.000000 Penalty: 101497.804688
Splitting cluster 7 changes total score from -156069776.000000 to -156070656.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 8 (144825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144825 members 
Entering Unmasked Estep 
Score: -17278048.000000 Penalty: 2947.053955
	Iteration 0F: 2 clusters Score -1.727805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 72185 members 
Entering Unmasked Estep 
Score: -17181258.000000 Penalty: 5894.107910
	Iteration 0F: 3 clusters Score -1.718126e+07 nChanged 69242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -17221484.000000 Penalty: 5894.107910
	Iteration 1F: 3 clusters Score -1.722148e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76050 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -17222610.000000 Penalty: 5894.107910
	Iteration 2Q: 3 clusters Score -1.722261e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78115 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -17223948.000000 Penalty: 5894.107910
	Iteration 3Q: 3 clusters Score -1.722395e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -17225714.000000 Penalty: 5894.107910
	Iteration 4Q: 3 clusters Score -1.722571e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -17228278.000000 Penalty: 5894.107910
	Iteration 5Q: 3 clusters Score -1.722828e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92118 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -17232094.000000 Penalty: 5894.107910
	Iteration 6F: 3 clusters Score -1.723209e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100723 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -17237782.000000 Penalty: 5894.107910
	Iteration 7F: 3 clusters Score -1.723778e+07 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111110 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -17245874.000000 Penalty: 5894.107910
	Iteration 8F: 3 clusters Score -1.724587e+07 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122134 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -17255402.000000 Penalty: 5894.107910
	Iteration 9F: 3 clusters Score -1.72554e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131678 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -17263968.000000 Penalty: 5894.107910
	Iteration 10F: 3 clusters Score -1.726397e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138271 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -17270138.000000 Penalty: 5894.107910
	Iteration 11Q: 3 clusters Score -1.727014e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141857 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -17273510.000000 Penalty: 5894.107910
	Iteration 12Q: 3 clusters Score -1.727351e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143398 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -17274872.000000 Penalty: 5894.107910
	Iteration 13Q: 3 clusters Score -1.727487e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143946 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -17275362.000000 Penalty: 5894.107910
	Iteration 14Q: 3 clusters Score -1.727536e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144159 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -17275580.000000 Penalty: 5894.107910
	Iteration 15Q: 3 clusters Score -1.727558e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144241 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -17275680.000000 Penalty: 5894.107910
	Iteration 16Q: 3 clusters Score -1.727568e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144293 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -17275732.000000 Penalty: 5894.107910
	Iteration 17Q: 3 clusters Score -1.727573e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144314 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -17275788.000000 Penalty: 5894.107910
	Iteration 18Q: 3 clusters Score -1.727579e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144329 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -17275804.000000 Penalty: 5894.107910
	Iteration 19Q: 3 clusters Score -1.72758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144332 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -17275836.000000 Penalty: 5894.107910
	Iteration 20F: 3 clusters Score -1.727584e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144342 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -17275868.000000 Penalty: 5894.107910
	Iteration 21Q: 3 clusters Score -1.727587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144348 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -17275876.000000 Penalty: 5894.107910
	Iteration 22Q: 3 clusters Score -1.727588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144346 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -17275886.000000 Penalty: 5894.107910
	Iteration 23Q: 3 clusters Score -1.727589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144345 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -17275888.000000 Penalty: 5894.107910
	Iteration 24Q: 3 clusters Score -1.727589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144347 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -17275890.000000 Penalty: 5894.107910
	Iteration 25Q: 3 clusters Score -1.727589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144345 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -17275906.000000 Penalty: 5894.107910
	Iteration 26Q: 3 clusters Score -1.727591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144351 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -17275928.000000 Penalty: 5894.107910
	Iteration 27Q: 3 clusters Score -1.727593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144354 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -17275918.000000 Penalty: 5894.107910
	Iteration 28Q: 3 clusters Score -1.727592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144360 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -17275944.000000 Penalty: 5894.107910
	Iteration 29Q: 3 clusters Score -1.727594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144361 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -17275944.000000 Penalty: 5894.107910
	Iteration 30Q: 3 clusters Score -1.727594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144362 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -17275956.000000 Penalty: 5894.107910
	Iteration 31Q: 3 clusters Score -1.727596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144362 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -17275946.000000 Penalty: 5894.107910
	Iteration 32Q: 3 clusters Score -1.727595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144364 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -17275954.000000 Penalty: 5894.107910
	Iteration 33Q: 3 clusters Score -1.727595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144361 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -17275946.000000 Penalty: 5894.107910
	Iteration 34Q: 3 clusters Score -1.727595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144359 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -17275954.000000 Penalty: 5894.107910
	Iteration 35Q: 3 clusters Score -1.727595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144357 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -17275962.000000 Penalty: 5894.107910
	Iteration 36Q: 3 clusters Score -1.727596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144356 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -17275964.000000 Penalty: 5894.107910
	Iteration 37Q: 3 clusters Score -1.727596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144355 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -17275958.000000 Penalty: 5894.107910
	Iteration 38Q: 3 clusters Score -1.727596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144354 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -17275956.000000 Penalty: 5894.107910
	Iteration 39Q: 3 clusters Score -1.727596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144353 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -17275960.000000 Penalty: 5894.107910
	Iteration 40F: 3 clusters Score -1.727596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Entering Unmasked Estep 
Score: -673066.812500 Penalty: 2167.206299
	Iteration 0F: 2 clusters Score -673066.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -667778.937500 Penalty: 4334.412598
	Iteration 0F: 3 clusters Score -667778.9 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -669180.437500 Penalty: 4334.412598
	Iteration 1F: 3 clusters Score -669180.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -669524.375000 Penalty: 4334.412598
	Iteration 2F: 3 clusters Score -669524.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -669813.250000 Penalty: 4334.412598
	Iteration 3F: 3 clusters Score -669813.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -670105.000000 Penalty: 4334.412598
	Iteration 4F: 3 clusters Score -670105 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -670429.500000 Penalty: 4334.412598
	Iteration 5F: 3 clusters Score -670429.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -670731.125000 Penalty: 4334.412598
	Iteration 6F: 3 clusters Score -670731.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -670943.625000 Penalty: 4334.412598
	Iteration 7Q: 3 clusters Score -670943.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -671155.875000 Penalty: 4334.412598
	Iteration 8Q: 3 clusters Score -671155.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -671322.812500 Penalty: 4334.412598
	Iteration 9Q: 3 clusters Score -671322.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -671410.312500 Penalty: 4334.412598
	Iteration 10Q: 3 clusters Score -671410.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -671465.000000 Penalty: 4334.412598
	Iteration 11Q: 3 clusters Score -671465 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -671526.375000 Penalty: 4334.412598
	Iteration 12Q: 3 clusters Score -671526.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -671574.000000 Penalty: 4334.412598
	Iteration 13Q: 3 clusters Score -671574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -671608.875000 Penalty: 4334.412598
	Iteration 14Q: 3 clusters Score -671608.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -671645.062500 Penalty: 4334.412598
	Iteration 15Q: 3 clusters Score -671645.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -671671.250000 Penalty: 4334.412598
	Iteration 16Q: 3 clusters Score -671671.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -671695.812500 Penalty: 4334.412598
	Iteration 17Q: 3 clusters Score -671695.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -671709.562500 Penalty: 4334.412598
	Iteration 18Q: 3 clusters Score -671709.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -671723.937500 Penalty: 4334.412598
	Iteration 19Q: 3 clusters Score -671723.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -671737.312500 Penalty: 4334.412598
	Iteration 20F: 3 clusters Score -671737.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -671749.687500 Penalty: 4334.412598
	Iteration 21Q: 3 clusters Score -671749.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -671760.187500 Penalty: 4334.412598
	Iteration 22Q: 3 clusters Score -671760.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -671768.687500 Penalty: 4334.412598
	Iteration 23Q: 3 clusters Score -671768.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -671773.250000 Penalty: 4334.412598
	Iteration 24Q: 3 clusters Score -671773.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -671776.812500 Penalty: 4334.412598
	Iteration 25Q: 3 clusters Score -671776.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -671778.687500 Penalty: 4334.412598
	Iteration 26Q: 3 clusters Score -671778.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -671779.375000 Penalty: 4334.412598
	Iteration 27Q: 3 clusters Score -671779.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -671782.375000 Penalty: 4334.412598
	Iteration 28Q: 3 clusters Score -671782.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -671783.187500 Penalty: 4334.412598
	Iteration 29Q: 3 clusters Score -671783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -671783.187500 Penalty: 4334.412598
	Iteration 30F: 3 clusters Score -671783.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (174872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174872 members 
Entering Unmasked Estep 
Score: -20921790.000000 Penalty: 2993.808838
	Iteration 0F: 2 clusters Score -2.092179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87340 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -20810902.000000 Penalty: 5987.617676
	Iteration 0F: 3 clusters Score -2.08109e+07 nChanged 84147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88249 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -20860288.000000 Penalty: 5987.617676
	Iteration 1F: 3 clusters Score -2.086029e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -20861604.000000 Penalty: 5987.617676
	Iteration 2Q: 3 clusters Score -2.08616e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89510 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
Score: -20863504.000000 Penalty: 5987.617676
	Iteration 3Q: 3 clusters Score -2.08635e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90742 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -20866432.000000 Penalty: 5987.617676
	Iteration 4Q: 3 clusters Score -2.086643e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -20870390.000000 Penalty: 5987.617676
	Iteration 5Q: 3 clusters Score -2.087039e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94873 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -20875210.000000 Penalty: 5987.617676
	Iteration 6F: 3 clusters Score -2.087521e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -20880388.000000 Penalty: 5987.617676
	Iteration 7F: 3 clusters Score -2.088039e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101427 members 
Mstep: Class 2 contains 73445 members 
Entering Unmasked Estep 
Score: -20885724.000000 Penalty: 5987.617676
	Iteration 8F: 3 clusters Score -2.088572e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105396 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -20890832.000000 Penalty: 5987.617676
	Iteration 9F: 3 clusters Score -2.089083e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109620 members 
Mstep: Class 2 contains 65252 members 
Entering Unmasked Estep 
Score: -20896708.000000 Penalty: 5987.617676
	Iteration 10F: 3 clusters Score -2.089671e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113587 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -20901824.000000 Penalty: 5987.617676
	Iteration 11Q: 3 clusters Score -2.090182e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117077 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -20905976.000000 Penalty: 5987.617676
	Iteration 12Q: 3 clusters Score -2.090598e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120217 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -20908334.000000 Penalty: 5987.617676
	Iteration 13Q: 3 clusters Score -2.090833e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123022 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -20909920.000000 Penalty: 5987.617676
	Iteration 14Q: 3 clusters Score -2.090992e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125677 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -20911024.000000 Penalty: 5987.617676
	Iteration 15Q: 3 clusters Score -2.091102e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128172 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -20912004.000000 Penalty: 5987.617676
	Iteration 16Q: 3 clusters Score -2.0912e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130572 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -20912878.000000 Penalty: 5987.617676
	Iteration 17Q: 3 clusters Score -2.091288e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132828 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -20913662.000000 Penalty: 5987.617676
	Iteration 18Q: 3 clusters Score -2.091366e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134846 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -20914292.000000 Penalty: 5987.617676
	Iteration 19Q: 3 clusters Score -2.091429e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136805 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -20914904.000000 Penalty: 5987.617676
	Iteration 20F: 3 clusters Score -2.09149e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138790 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -20915522.000000 Penalty: 5987.617676
	Iteration 21Q: 3 clusters Score -2.091552e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140836 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -20916182.000000 Penalty: 5987.617676
	Iteration 22Q: 3 clusters Score -2.091618e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142876 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -20916656.000000 Penalty: 5987.617676
	Iteration 23Q: 3 clusters Score -2.091666e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144961 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -20917204.000000 Penalty: 5987.617676
	Iteration 24Q: 3 clusters Score -2.09172e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146962 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -20917726.000000 Penalty: 5987.617676
	Iteration 25Q: 3 clusters Score -2.091773e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -20918086.000000 Penalty: 5987.617676
	Iteration 26Q: 3 clusters Score -2.091809e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150972 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -20918336.000000 Penalty: 5987.617676
	Iteration 27Q: 3 clusters Score -2.091834e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152919 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -20918746.000000 Penalty: 5987.617676
	Iteration 28Q: 3 clusters Score -2.091875e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154728 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -20919064.000000 Penalty: 5987.617676
	Iteration 29Q: 3 clusters Score -2.091906e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156414 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -20919206.000000 Penalty: 5987.617676
	Iteration 30Q: 3 clusters Score -2.091921e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158030 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -20919366.000000 Penalty: 5987.617676
	Iteration 31Q: 3 clusters Score -2.091937e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159562 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -20919484.000000 Penalty: 5987.617676
	Iteration 32Q: 3 clusters Score -2.091948e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160914 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -20919682.000000 Penalty: 5987.617676
	Iteration 33Q: 3 clusters Score -2.091968e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162238 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -20919814.000000 Penalty: 5987.617676
	Iteration 34Q: 3 clusters Score -2.091981e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -20919966.000000 Penalty: 5987.617676
	Iteration 35Q: 3 clusters Score -2.091997e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -20920132.000000 Penalty: 5987.617676
	Iteration 36Q: 3 clusters Score -2.092013e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165490 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -20920082.000000 Penalty: 5987.617676
	Iteration 37Q: 3 clusters Score -2.092008e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166356 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -20920192.000000 Penalty: 5987.617676
	Iteration 38Q: 3 clusters Score -2.092019e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167133 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -20920076.000000 Penalty: 5987.617676
	Iteration 39Q: 3 clusters Score -2.092008e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167776 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -20920074.000000 Penalty: 5987.617676
	Iteration 40F: 3 clusters Score -2.092007e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168372 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -20920124.000000 Penalty: 5987.617676
	Iteration 41Q: 3 clusters Score -2.092012e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168897 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -20920198.000000 Penalty: 5987.617676
	Iteration 42Q: 3 clusters Score -2.09202e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169380 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -20920246.000000 Penalty: 5987.617676
	Iteration 43Q: 3 clusters Score -2.092025e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169798 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -20920228.000000 Penalty: 5987.617676
	Iteration 44Q: 3 clusters Score -2.092023e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -20920258.000000 Penalty: 5987.617676
	Iteration 45Q: 3 clusters Score -2.092026e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170429 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -20920216.000000 Penalty: 5987.617676
	Iteration 46Q: 3 clusters Score -2.092022e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170674 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -20920206.000000 Penalty: 5987.617676
	Iteration 47Q: 3 clusters Score -2.092021e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170872 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -20920200.000000 Penalty: 5987.617676
	Iteration 48Q: 3 clusters Score -2.09202e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171053 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -20920156.000000 Penalty: 5987.617676
	Iteration 49Q: 3 clusters Score -2.092016e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171218 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -20920106.000000 Penalty: 5987.617676
	Iteration 50Q: 3 clusters Score -2.092011e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171363 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -20920096.000000 Penalty: 5987.617676
	Iteration 51Q: 3 clusters Score -2.09201e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171485 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -20920086.000000 Penalty: 5987.617676
	Iteration 52Q: 3 clusters Score -2.092009e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171616 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -20920026.000000 Penalty: 5987.617676
	Iteration 53Q: 3 clusters Score -2.092003e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171733 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -20920060.000000 Penalty: 5987.617676
	Iteration 54Q: 3 clusters Score -2.092006e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171840 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -20920032.000000 Penalty: 5987.617676
	Iteration 55Q: 3 clusters Score -2.092003e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171927 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -20919998.000000 Penalty: 5987.617676
	Iteration 56Q: 3 clusters Score -2.092e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172012 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -20920028.000000 Penalty: 5987.617676
	Iteration 57Q: 3 clusters Score -2.092003e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172092 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -20920054.000000 Penalty: 5987.617676
	Iteration 58Q: 3 clusters Score -2.092005e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172155 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -20920078.000000 Penalty: 5987.617676
	Iteration 59Q: 3 clusters Score -2.092008e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172212 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -20920054.000000 Penalty: 5987.617676
	Iteration 60F: 3 clusters Score -2.092005e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172250 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -20920020.000000 Penalty: 5987.617676
	Iteration 61Q: 3 clusters Score -2.092002e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172283 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -20920030.000000 Penalty: 5987.617676
	Iteration 62Q: 3 clusters Score -2.092003e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172320 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -20920036.000000 Penalty: 5987.617676
	Iteration 63Q: 3 clusters Score -2.092004e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172349 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -20920020.000000 Penalty: 5987.617676
	Iteration 64Q: 3 clusters Score -2.092002e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172379 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -20920010.000000 Penalty: 5987.617676
	Iteration 65Q: 3 clusters Score -2.092001e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172401 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -20920016.000000 Penalty: 5987.617676
	Iteration 66Q: 3 clusters Score -2.092002e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172423 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -20920008.000000 Penalty: 5987.617676
	Iteration 67Q: 3 clusters Score -2.092001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172445 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -20920002.000000 Penalty: 5987.617676
	Iteration 68Q: 3 clusters Score -2.092e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172473 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -20920014.000000 Penalty: 5987.617676
	Iteration 69Q: 3 clusters Score -2.092001e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172497 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -20919994.000000 Penalty: 5987.617676
	Iteration 70Q: 3 clusters Score -2.091999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172512 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -20919974.000000 Penalty: 5987.617676
	Iteration 71Q: 3 clusters Score -2.091997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172524 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -20919990.000000 Penalty: 5987.617676
	Iteration 72Q: 3 clusters Score -2.091999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172538 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -20919980.000000 Penalty: 5987.617676
	Iteration 73Q: 3 clusters Score -2.091998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172550 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -20919978.000000 Penalty: 5987.617676
	Iteration 74Q: 3 clusters Score -2.091998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172565 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -20919980.000000 Penalty: 5987.617676
	Iteration 75Q: 3 clusters Score -2.091998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172579 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -20919982.000000 Penalty: 5987.617676
	Iteration 76Q: 3 clusters Score -2.091998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172592 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -20919996.000000 Penalty: 5987.617676
	Iteration 77Q: 3 clusters Score -2.092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172600 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -20920004.000000 Penalty: 5987.617676
	Iteration 78Q: 3 clusters Score -2.092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172606 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -20919998.000000 Penalty: 5987.617676
	Iteration 79Q: 3 clusters Score -2.092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172615 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -20919988.000000 Penalty: 5987.617676
	Iteration 80F: 3 clusters Score -2.091999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172621 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -20920014.000000 Penalty: 5987.617676
	Iteration 81Q: 3 clusters Score -2.092001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172630 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -20920020.000000 Penalty: 5987.617676
	Iteration 82Q: 3 clusters Score -2.092002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172634 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -20920020.000000 Penalty: 5987.617676
	Iteration 83Q: 3 clusters Score -2.092002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172635 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -20920016.000000 Penalty: 5987.617676
	Iteration 84Q: 3 clusters Score -2.092002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172638 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -20920022.000000 Penalty: 5987.617676
	Iteration 85Q: 3 clusters Score -2.092002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172640 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -20920024.000000 Penalty: 5987.617676
	Iteration 86Q: 3 clusters Score -2.092002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172640 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -20920024.000000 Penalty: 5987.617676
	Iteration 87F: 3 clusters Score -2.092002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (179172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179172 members 
Entering Unmasked Estep 
Score: -21415270.000000 Penalty: 2999.833252
	Iteration 0F: 2 clusters Score -2.141527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 89700 members 
Entering Unmasked Estep 
Score: -21303338.000000 Penalty: 5999.666504
	Iteration 0F: 3 clusters Score -2.130334e+07 nChanged 85877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88505 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -21353210.000000 Penalty: 5999.666504
	Iteration 1F: 3 clusters Score -2.135321e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88280 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -21354208.000000 Penalty: 5999.666504
	Iteration 2Q: 3 clusters Score -2.135421e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 91163 members 
Entering Unmasked Estep 
Score: -21356002.000000 Penalty: 5999.666504
	Iteration 3Q: 3 clusters Score -2.1356e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -21359050.000000 Penalty: 5999.666504
	Iteration 4Q: 3 clusters Score -2.135905e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87656 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -21363258.000000 Penalty: 5999.666504
	Iteration 5Q: 3 clusters Score -2.136326e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 90985 members 
Entering Unmasked Estep 
Score: -21369100.000000 Penalty: 5999.666504
	Iteration 6F: 3 clusters Score -2.13691e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89735 members 
Mstep: Class 2 contains 89437 members 
Entering Unmasked Estep 
Score: -21376088.000000 Penalty: 5999.666504
	Iteration 7F: 3 clusters Score -2.137609e+07 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -21383922.000000 Penalty: 5999.666504
	Iteration 8F: 3 clusters Score -2.138392e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95144 members 
Mstep: Class 2 contains 84028 members 
Entering Unmasked Estep 
Score: -21391674.000000 Penalty: 5999.666504
	Iteration 9F: 3 clusters Score -2.139167e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98429 members 
Mstep: Class 2 contains 80743 members 
Entering Unmasked Estep 
Score: -21398244.000000 Penalty: 5999.666504
	Iteration 10F: 3 clusters Score -2.139824e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101568 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -21402878.000000 Penalty: 5999.666504
	Iteration 11Q: 3 clusters Score -2.140288e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104177 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -21405358.000000 Penalty: 5999.666504
	Iteration 12Q: 3 clusters Score -2.140536e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -21407098.000000 Penalty: 5999.666504
	Iteration 13Q: 3 clusters Score -2.14071e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -21408428.000000 Penalty: 5999.666504
	Iteration 14Q: 3 clusters Score -2.140843e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110506 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -21409326.000000 Penalty: 5999.666504
	Iteration 15Q: 3 clusters Score -2.140933e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112283 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -21410038.000000 Penalty: 5999.666504
	Iteration 16Q: 3 clusters Score -2.141004e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113892 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -21410796.000000 Penalty: 5999.666504
	Iteration 17Q: 3 clusters Score -2.14108e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115359 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -21411300.000000 Penalty: 5999.666504
	Iteration 18Q: 3 clusters Score -2.14113e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116746 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -21411640.000000 Penalty: 5999.666504
	Iteration 19Q: 3 clusters Score -2.141164e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118078 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -21411980.000000 Penalty: 5999.666504
	Iteration 20F: 3 clusters Score -2.141198e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119349 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -21412208.000000 Penalty: 5999.666504
	Iteration 21Q: 3 clusters Score -2.141221e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120644 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -21412408.000000 Penalty: 5999.666504
	Iteration 22Q: 3 clusters Score -2.141241e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121911 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -21412606.000000 Penalty: 5999.666504
	Iteration 23Q: 3 clusters Score -2.141261e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123208 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -21412808.000000 Penalty: 5999.666504
	Iteration 24Q: 3 clusters Score -2.141281e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124468 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -21412990.000000 Penalty: 5999.666504
	Iteration 25Q: 3 clusters Score -2.141299e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125751 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -21413178.000000 Penalty: 5999.666504
	Iteration 26Q: 3 clusters Score -2.141318e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127047 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -21413308.000000 Penalty: 5999.666504
	Iteration 27Q: 3 clusters Score -2.141331e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128354 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -21413654.000000 Penalty: 5999.666504
	Iteration 28Q: 3 clusters Score -2.141365e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129677 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -21413816.000000 Penalty: 5999.666504
	Iteration 29Q: 3 clusters Score -2.141382e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131084 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -21414048.000000 Penalty: 5999.666504
	Iteration 30Q: 3 clusters Score -2.141405e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132523 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -21414338.000000 Penalty: 5999.666504
	Iteration 31Q: 3 clusters Score -2.141434e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133906 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -21414516.000000 Penalty: 5999.666504
	Iteration 32Q: 3 clusters Score -2.141452e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135289 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -21414692.000000 Penalty: 5999.666504
	Iteration 33Q: 3 clusters Score -2.141469e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136621 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -21414834.000000 Penalty: 5999.666504
	Iteration 34Q: 3 clusters Score -2.141483e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137955 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -21415106.000000 Penalty: 5999.666504
	Iteration 35Q: 3 clusters Score -2.141511e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139316 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -21415336.000000 Penalty: 5999.666504
	Iteration 36Q: 3 clusters Score -2.141534e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140696 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -21415526.000000 Penalty: 5999.666504
	Iteration 37Q: 3 clusters Score -2.141553e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142158 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -21415852.000000 Penalty: 5999.666504
	Iteration 38Q: 3 clusters Score -2.141585e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143779 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -21416052.000000 Penalty: 5999.666504
	Iteration 39Q: 3 clusters Score -2.141605e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145398 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -21416380.000000 Penalty: 5999.666504
	Iteration 40F: 3 clusters Score -2.141638e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147196 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -21416646.000000 Penalty: 5999.666504
	Iteration 41Q: 3 clusters Score -2.141665e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149053 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -21417014.000000 Penalty: 5999.666504
	Iteration 42Q: 3 clusters Score -2.141701e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150904 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -21417144.000000 Penalty: 5999.666504
	Iteration 43Q: 3 clusters Score -2.141714e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152807 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -21417268.000000 Penalty: 5999.666504
	Iteration 44Q: 3 clusters Score -2.141727e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154701 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -21417418.000000 Penalty: 5999.666504
	Iteration 45Q: 3 clusters Score -2.141742e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156618 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -21417554.000000 Penalty: 5999.666504
	Iteration 46Q: 3 clusters Score -2.141755e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158476 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -21417498.000000 Penalty: 5999.666504
	Iteration 47Q: 3 clusters Score -2.14175e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160178 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -21417568.000000 Penalty: 5999.666504
	Iteration 48Q: 3 clusters Score -2.141757e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161789 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -21417632.000000 Penalty: 5999.666504
	Iteration 49Q: 3 clusters Score -2.141763e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163270 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -21417552.000000 Penalty: 5999.666504
	Iteration 50Q: 3 clusters Score -2.141755e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164670 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -21417290.000000 Penalty: 5999.666504
	Iteration 51Q: 3 clusters Score -2.141729e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165872 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -21417254.000000 Penalty: 5999.666504
	Iteration 52Q: 3 clusters Score -2.141725e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166988 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -21417182.000000 Penalty: 5999.666504
	Iteration 53Q: 3 clusters Score -2.141718e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168023 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -21417028.000000 Penalty: 5999.666504
	Iteration 54Q: 3 clusters Score -2.141703e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168925 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -21416984.000000 Penalty: 5999.666504
	Iteration 55Q: 3 clusters Score -2.141698e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169712 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -21416832.000000 Penalty: 5999.666504
	Iteration 56Q: 3 clusters Score -2.141683e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170428 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -21416746.000000 Penalty: 5999.666504
	Iteration 57Q: 3 clusters Score -2.141675e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171069 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -21416660.000000 Penalty: 5999.666504
	Iteration 58Q: 3 clusters Score -2.141666e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171647 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -21416510.000000 Penalty: 5999.666504
	Iteration 59Q: 3 clusters Score -2.141651e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172154 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -21416398.000000 Penalty: 5999.666504
	Iteration 60F: 3 clusters Score -2.14164e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -21416302.000000 Penalty: 5999.666504
	Iteration 61Q: 3 clusters Score -2.14163e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172970 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -21416218.000000 Penalty: 5999.666504
	Iteration 62Q: 3 clusters Score -2.141622e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173297 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -21416234.000000 Penalty: 5999.666504
	Iteration 63Q: 3 clusters Score -2.141623e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173563 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -21416094.000000 Penalty: 5999.666504
	Iteration 64Q: 3 clusters Score -2.141609e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173815 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -21416008.000000 Penalty: 5999.666504
	Iteration 65Q: 3 clusters Score -2.141601e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174008 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -21415950.000000 Penalty: 5999.666504
	Iteration 66Q: 3 clusters Score -2.141595e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174192 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -21415868.000000 Penalty: 5999.666504
	Iteration 67Q: 3 clusters Score -2.141587e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174358 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -21415866.000000 Penalty: 5999.666504
	Iteration 68Q: 3 clusters Score -2.141587e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174512 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -21415844.000000 Penalty: 5999.666504
	Iteration 69Q: 3 clusters Score -2.141584e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174644 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -21415798.000000 Penalty: 5999.666504
	Iteration 70Q: 3 clusters Score -2.14158e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174755 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -21415754.000000 Penalty: 5999.666504
	Iteration 71Q: 3 clusters Score -2.141575e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174851 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -21415734.000000 Penalty: 5999.666504
	Iteration 72Q: 3 clusters Score -2.141573e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174918 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -21415690.000000 Penalty: 5999.666504
	Iteration 73Q: 3 clusters Score -2.141569e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174981 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -21415650.000000 Penalty: 5999.666504
	Iteration 74Q: 3 clusters Score -2.141565e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175042 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -21415622.000000 Penalty: 5999.666504
	Iteration 75Q: 3 clusters Score -2.141562e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175090 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -21415572.000000 Penalty: 5999.666504
	Iteration 76Q: 3 clusters Score -2.141557e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175138 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -21415570.000000 Penalty: 5999.666504
	Iteration 77Q: 3 clusters Score -2.141557e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175179 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -21415566.000000 Penalty: 5999.666504
	Iteration 78Q: 3 clusters Score -2.141557e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175215 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -21415550.000000 Penalty: 5999.666504
	Iteration 79Q: 3 clusters Score -2.141555e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175245 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -21415534.000000 Penalty: 5999.666504
	Iteration 80F: 3 clusters Score -2.141553e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175277 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -21415528.000000 Penalty: 5999.666504
	Iteration 81Q: 3 clusters Score -2.141553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175293 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -21415524.000000 Penalty: 5999.666504
	Iteration 82Q: 3 clusters Score -2.141552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175315 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -21415516.000000 Penalty: 5999.666504
	Iteration 83Q: 3 clusters Score -2.141552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175338 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -21415516.000000 Penalty: 5999.666504
	Iteration 84Q: 3 clusters Score -2.141552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175353 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -21415514.000000 Penalty: 5999.666504
	Iteration 85Q: 3 clusters Score -2.141551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175367 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -21415520.000000 Penalty: 5999.666504
	Iteration 86Q: 3 clusters Score -2.141552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175374 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -21415520.000000 Penalty: 5999.666504
	Iteration 87Q: 3 clusters Score -2.141552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175387 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -21415514.000000 Penalty: 5999.666504
	Iteration 88Q: 3 clusters Score -2.141551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175399 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -21415508.000000 Penalty: 5999.666504
	Iteration 89Q: 3 clusters Score -2.141551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175415 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -21415516.000000 Penalty: 5999.666504
	Iteration 90Q: 3 clusters Score -2.141552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175429 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -21415510.000000 Penalty: 5999.666504
	Iteration 91Q: 3 clusters Score -2.141551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175436 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -21415526.000000 Penalty: 5999.666504
	Iteration 92Q: 3 clusters Score -2.141553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175441 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -21415520.000000 Penalty: 5999.666504
	Iteration 93Q: 3 clusters Score -2.141552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175446 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -21415520.000000 Penalty: 5999.666504
	Iteration 94Q: 3 clusters Score -2.141552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175448 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -21415514.000000 Penalty: 5999.666504
	Iteration 95Q: 3 clusters Score -2.141551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175448 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -21415514.000000 Penalty: 5999.666504
	Iteration 96F: 3 clusters Score -2.141551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 212495 members 
Mstep: Class 2 contains 21290 members 
Mstep: Class 3 contains 6865 members 
Mstep: Class 4 contains 20104 members 
Mstep: Class 5 contains 7056 members 
Mstep: Class 6 contains 32390 members 
Mstep: Class 7 contains 14247 members 
Mstep: Class 8 contains 144825 members 
Mstep: Class 9 contains 6240 members 
Mstep: Class 10 contains 174872 members 
Mstep: Class 11 contains 175448 members 
Mstep: Class 12 contains 3463 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 40615 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4992 members 
Mstep: Class 17 contains 44490 members 
Mstep: Class 18 contains 39104 members 
Mstep: Class 19 contains 6930 members 
Mstep: Class 20 contains 15596 members 
Mstep: Class 21 contains 8627 members 
Mstep: Class 22 contains 57937 members 
Mstep: Class 23 contains 14281 members 
Mstep: Class 24 contains 41603 members 
Mstep: Class 25 contains 11070 members 
Mstep: Class 26 contains 122801 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 9093 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 3724 members 
Entering Unmasked Estep 
Score: -156070640.000000 Penalty: 104997.734375
Splitting cluster 11 changes total score from -156069776.000000 to -156070640.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (3463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Entering Unmasked Estep 
Score: -401716.843750 Penalty: 2021.172974
	Iteration 0F: 2 clusters Score -401716.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -398175.062500 Penalty: 4042.345947
	Iteration 0F: 3 clusters Score -398175.1 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -398889.281250 Penalty: 4042.345947
	Iteration 1F: 3 clusters Score -398889.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -399064.125000 Penalty: 4042.345947
	Iteration 2F: 3 clusters Score -399064.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -399155.093750 Penalty: 4042.345947
	Iteration 3Q: 3 clusters Score -399155.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -399215.781250 Penalty: 4042.345947
	Iteration 4Q: 3 clusters Score -399215.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -399260.000000 Penalty: 4042.345947
	Iteration 5Q: 3 clusters Score -399260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -399283.312500 Penalty: 4042.345947
	Iteration 6Q: 3 clusters Score -399283.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -399300.843750 Penalty: 4042.345947
	Iteration 7Q: 3 clusters Score -399300.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -399322.843750 Penalty: 4042.345947
	Iteration 8Q: 3 clusters Score -399322.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -399335.656250 Penalty: 4042.345947
	Iteration 9Q: 3 clusters Score -399335.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -399348.281250 Penalty: 4042.345947
	Iteration 10Q: 3 clusters Score -399348.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -399356.343750 Penalty: 4042.345947
	Iteration 11Q: 3 clusters Score -399356.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -399365.281250 Penalty: 4042.345947
	Iteration 12Q: 3 clusters Score -399365.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -399373.531250 Penalty: 4042.345947
	Iteration 13Q: 3 clusters Score -399373.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -399382.500000 Penalty: 4042.345947
	Iteration 14Q: 3 clusters Score -399382.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -399390.687500 Penalty: 4042.345947
	Iteration 15Q: 3 clusters Score -399390.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -399400.093750 Penalty: 4042.345947
	Iteration 16Q: 3 clusters Score -399400.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -399407.906250 Penalty: 4042.345947
	Iteration 17Q: 3 clusters Score -399407.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -399416.968750 Penalty: 4042.345947
	Iteration 18Q: 3 clusters Score -399417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -399425.812500 Penalty: 4042.345947
	Iteration 19Q: 3 clusters Score -399425.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -399432.750000 Penalty: 4042.345947
	Iteration 20F: 3 clusters Score -399432.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -399444.687500 Penalty: 4042.345947
	Iteration 21Q: 3 clusters Score -399444.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -399454.062500 Penalty: 4042.345947
	Iteration 22Q: 3 clusters Score -399454.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -399465.312500 Penalty: 4042.345947
	Iteration 23Q: 3 clusters Score -399465.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -399479.343750 Penalty: 4042.345947
	Iteration 24Q: 3 clusters Score -399479.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -399489.593750 Penalty: 4042.345947
	Iteration 25Q: 3 clusters Score -399489.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -399498.062500 Penalty: 4042.345947
	Iteration 26Q: 3 clusters Score -399498.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -399507.625000 Penalty: 4042.345947
	Iteration 27Q: 3 clusters Score -399507.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -399518.250000 Penalty: 4042.345947
	Iteration 28Q: 3 clusters Score -399518.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -399527.375000 Penalty: 4042.345947
	Iteration 29Q: 3 clusters Score -399527.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -399535.781250 Penalty: 4042.345947
	Iteration 30Q: 3 clusters Score -399535.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -399545.937500 Penalty: 4042.345947
	Iteration 31Q: 3 clusters Score -399545.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -399554.125000 Penalty: 4042.345947
	Iteration 32Q: 3 clusters Score -399554.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -399561.437500 Penalty: 4042.345947
	Iteration 33Q: 3 clusters Score -399561.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -399574.406250 Penalty: 4042.345947
	Iteration 34Q: 3 clusters Score -399574.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -399583.812500 Penalty: 4042.345947
	Iteration 35Q: 3 clusters Score -399583.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -399591.281250 Penalty: 4042.345947
	Iteration 36Q: 3 clusters Score -399591.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -399598.656250 Penalty: 4042.345947
	Iteration 37Q: 3 clusters Score -399598.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -399607.250000 Penalty: 4042.345947
	Iteration 38Q: 3 clusters Score -399607.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -399619.562500 Penalty: 4042.345947
	Iteration 39Q: 3 clusters Score -399619.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -399635.031250 Penalty: 4042.345947
	Iteration 40F: 3 clusters Score -399635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -399648.250000 Penalty: 4042.345947
	Iteration 41Q: 3 clusters Score -399648.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -399659.218750 Penalty: 4042.345947
	Iteration 42Q: 3 clusters Score -399659.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -399672.500000 Penalty: 4042.345947
	Iteration 43Q: 3 clusters Score -399672.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -399688.093750 Penalty: 4042.345947
	Iteration 44Q: 3 clusters Score -399688.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -399701.625000 Penalty: 4042.345947
	Iteration 45Q: 3 clusters Score -399701.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -399713.625000 Penalty: 4042.345947
	Iteration 46Q: 3 clusters Score -399713.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -399724.468750 Penalty: 4042.345947
	Iteration 47Q: 3 clusters Score -399724.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -399735.406250 Penalty: 4042.345947
	Iteration 48Q: 3 clusters Score -399735.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -399746.250000 Penalty: 4042.345947
	Iteration 49Q: 3 clusters Score -399746.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -399753.343750 Penalty: 4042.345947
	Iteration 50Q: 3 clusters Score -399753.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -399759.312500 Penalty: 4042.345947
	Iteration 51Q: 3 clusters Score -399759.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -399764.593750 Penalty: 4042.345947
	Iteration 52Q: 3 clusters Score -399764.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -399767.312500 Penalty: 4042.345947
	Iteration 53Q: 3 clusters Score -399767.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -399773.593750 Penalty: 4042.345947
	Iteration 54Q: 3 clusters Score -399773.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -399782.718750 Penalty: 4042.345947
	Iteration 55Q: 3 clusters Score -399782.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -399797.968750 Penalty: 4042.345947
	Iteration 56Q: 3 clusters Score -399798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -399817.218750 Penalty: 4042.345947
	Iteration 57Q: 3 clusters Score -399817.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -399834.062500 Penalty: 4042.345947
	Iteration 58Q: 3 clusters Score -399834.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -399843.468750 Penalty: 4042.345947
	Iteration 59Q: 3 clusters Score -399843.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -399848.375000 Penalty: 4042.345947
	Iteration 60F: 3 clusters Score -399848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -399850.531250 Penalty: 4042.345947
	Iteration 61Q: 3 clusters Score -399850.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -399851.187500 Penalty: 4042.345947
	Iteration 62Q: 3 clusters Score -399851.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -399852.312500 Penalty: 4042.345947
	Iteration 63Q: 3 clusters Score -399852.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -399851.656250 Penalty: 4042.345947
	Iteration 64Q: 3 clusters Score -399851.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -399853.343750 Penalty: 4042.345947
	Iteration 65Q: 3 clusters Score -399853.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -399854.125000 Penalty: 4042.345947
	Iteration 66Q: 3 clusters Score -399854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -399857.156250 Penalty: 4042.345947
	Iteration 67Q: 3 clusters Score -399857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -399858.312500 Penalty: 4042.345947
	Iteration 68Q: 3 clusters Score -399858.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -399860.343750 Penalty: 4042.345947
	Iteration 69Q: 3 clusters Score -399860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -399861.812500 Penalty: 4042.345947
	Iteration 70Q: 3 clusters Score -399861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -399861.593750 Penalty: 4042.345947
	Iteration 71Q: 3 clusters Score -399861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -399861.593750 Penalty: 4042.345947
	Iteration 72F: 3 clusters Score -399861.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Entering Unmasked Estep 
Score: -658374.062500 Penalty: 2147.312744
	Iteration 0F: 2 clusters Score -658374.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -653369.812500 Penalty: 4294.625488
	Iteration 0F: 3 clusters Score -653369.8 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -654587.000000 Penalty: 4294.625488
	Iteration 1F: 3 clusters Score -654587 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -654820.187500 Penalty: 4294.625488
	Iteration 2F: 3 clusters Score -654820.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -654992.062500 Penalty: 4294.625488
	Iteration 3F: 3 clusters Score -654992.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -655152.875000 Penalty: 4294.625488
	Iteration 4Q: 3 clusters Score -655152.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -655327.687500 Penalty: 4294.625488
	Iteration 5Q: 3 clusters Score -655327.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -655479.125000 Penalty: 4294.625488
	Iteration 6Q: 3 clusters Score -655479.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -655612.062500 Penalty: 4294.625488
	Iteration 7Q: 3 clusters Score -655612.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -655730.687500 Penalty: 4294.625488
	Iteration 8Q: 3 clusters Score -655730.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -655831.375000 Penalty: 4294.625488
	Iteration 9Q: 3 clusters Score -655831.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -655944.125000 Penalty: 4294.625488
	Iteration 10Q: 3 clusters Score -655944.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -656051.375000 Penalty: 4294.625488
	Iteration 11Q: 3 clusters Score -656051.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -656162.437500 Penalty: 4294.625488
	Iteration 12Q: 3 clusters Score -656162.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -656276.375000 Penalty: 4294.625488
	Iteration 13Q: 3 clusters Score -656276.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -656382.375000 Penalty: 4294.625488
	Iteration 14Q: 3 clusters Score -656382.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -656469.312500 Penalty: 4294.625488
	Iteration 15Q: 3 clusters Score -656469.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -656572.125000 Penalty: 4294.625488
	Iteration 16Q: 3 clusters Score -656572.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -656664.625000 Penalty: 4294.625488
	Iteration 17Q: 3 clusters Score -656664.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -656787.500000 Penalty: 4294.625488
	Iteration 18Q: 3 clusters Score -656787.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -656986.000000 Penalty: 4294.625488
	Iteration 19Q: 3 clusters Score -656986 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -657238.437500 Penalty: 4294.625488
	Iteration 20F: 3 clusters Score -657238.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -657399.062500 Penalty: 4294.625488
	Iteration 21Q: 3 clusters Score -657399.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -657499.187500 Penalty: 4294.625488
	Iteration 22Q: 3 clusters Score -657499.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -657562.375000 Penalty: 4294.625488
	Iteration 23Q: 3 clusters Score -657562.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -657611.312500 Penalty: 4294.625488
	Iteration 24Q: 3 clusters Score -657611.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -657640.000000 Penalty: 4294.625488
	Iteration 25Q: 3 clusters Score -657640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -657658.375000 Penalty: 4294.625488
	Iteration 26Q: 3 clusters Score -657658.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -657671.750000 Penalty: 4294.625488
	Iteration 27Q: 3 clusters Score -657671.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -657683.750000 Penalty: 4294.625488
	Iteration 28Q: 3 clusters Score -657683.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -657692.625000 Penalty: 4294.625488
	Iteration 29Q: 3 clusters Score -657692.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -657702.000000 Penalty: 4294.625488
	Iteration 30Q: 3 clusters Score -657702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -657709.437500 Penalty: 4294.625488
	Iteration 31Q: 3 clusters Score -657709.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -657715.000000 Penalty: 4294.625488
	Iteration 32Q: 3 clusters Score -657715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -657717.750000 Penalty: 4294.625488
	Iteration 33Q: 3 clusters Score -657717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -657719.125000 Penalty: 4294.625488
	Iteration 34Q: 3 clusters Score -657719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -657718.750000 Penalty: 4294.625488
	Iteration 35Q: 3 clusters Score -657718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -657719.875000 Penalty: 4294.625488
	Iteration 36Q: 3 clusters Score -657719.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -657721.375000 Penalty: 4294.625488
	Iteration 37F: 3 clusters Score -657721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -657722.437500 Penalty: 4294.625488
	Iteration 38Q: 3 clusters Score -657722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -657726.500000 Penalty: 4294.625488
	Iteration 39Q: 3 clusters Score -657726.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -657728.312500 Penalty: 4294.625488
	Iteration 40F: 3 clusters Score -657728.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -657730.312500 Penalty: 4294.625488
	Iteration 41Q: 3 clusters Score -657730.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -657731.625000 Penalty: 4294.625488
	Iteration 42Q: 3 clusters Score -657731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -657733.000000 Penalty: 4294.625488
	Iteration 43Q: 3 clusters Score -657733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -657733.000000 Penalty: 4294.625488
	Iteration 44Q: 3 clusters Score -657733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -657732.250000 Penalty: 4294.625488
	Iteration 45Q: 3 clusters Score -657732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -657732.437500 Penalty: 4294.625488
	Iteration 46Q: 3 clusters Score -657732.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -657732.437500 Penalty: 4294.625488
	Iteration 47F: 3 clusters Score -657732.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Entering Unmasked Estep 
Score: -4831935.000000 Penalty: 2631.749512
	Iteration 0F: 2 clusters Score -4831935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -4804312.000000 Penalty: 5263.499023
	Iteration 0F: 3 clusters Score -4804312 nChanged 18653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -4815109.000000 Penalty: 5263.499023
	Iteration 1F: 3 clusters Score -4815109 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -4815806.500000 Penalty: 5263.499023
	Iteration 2Q: 3 clusters Score -4815806 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -4816538.000000 Penalty: 5263.499023
	Iteration 3Q: 3 clusters Score -4816538 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -4817365.000000 Penalty: 5263.499023
	Iteration 4Q: 3 clusters Score -4817365 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -4818489.500000 Penalty: 5263.499023
	Iteration 5F: 3 clusters Score -4818490 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -4820039.500000 Penalty: 5263.499023
	Iteration 6F: 3 clusters Score -4820040 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -4821839.000000 Penalty: 5263.499023
	Iteration 7F: 3 clusters Score -4821839 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -4823721.500000 Penalty: 5263.499023
	Iteration 8F: 3 clusters Score -4823722 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4825468.500000 Penalty: 5263.499023
	Iteration 9F: 3 clusters Score -4825468 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -4826813.500000 Penalty: 5263.499023
	Iteration 10Q: 3 clusters Score -4826814 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4827755.500000 Penalty: 5263.499023
	Iteration 11Q: 3 clusters Score -4827756 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -4828504.500000 Penalty: 5263.499023
	Iteration 12Q: 3 clusters Score -4828504 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -4828921.000000 Penalty: 5263.499023
	Iteration 13Q: 3 clusters Score -4828921 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -4829161.500000 Penalty: 5263.499023
	Iteration 14Q: 3 clusters Score -4829162 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -4829354.500000 Penalty: 5263.499023
	Iteration 15Q: 3 clusters Score -4829354 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -4829494.500000 Penalty: 5263.499023
	Iteration 16Q: 3 clusters Score -4829494 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -4829631.000000 Penalty: 5263.499023
	Iteration 17Q: 3 clusters Score -4829631 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -4829733.500000 Penalty: 5263.499023
	Iteration 18Q: 3 clusters Score -4829734 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -4829802.500000 Penalty: 5263.499023
	Iteration 19Q: 3 clusters Score -4829802 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -4829862.500000 Penalty: 5263.499023
	Iteration 20F: 3 clusters Score -4829862 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -4829911.000000 Penalty: 5263.499023
	Iteration 21Q: 3 clusters Score -4829911 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -4829959.000000 Penalty: 5263.499023
	Iteration 22Q: 3 clusters Score -4829959 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -4829990.000000 Penalty: 5263.499023
	Iteration 23Q: 3 clusters Score -4829990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -4830020.500000 Penalty: 5263.499023
	Iteration 24Q: 3 clusters Score -4830020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -4830029.500000 Penalty: 5263.499023
	Iteration 25Q: 3 clusters Score -4830030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -4830058.000000 Penalty: 5263.499023
	Iteration 26Q: 3 clusters Score -4830058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -4830071.500000 Penalty: 5263.499023
	Iteration 27Q: 3 clusters Score -4830072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -4830076.500000 Penalty: 5263.499023
	Iteration 28Q: 3 clusters Score -4830076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -4830085.000000 Penalty: 5263.499023
	Iteration 29Q: 3 clusters Score -4830085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -4830096.000000 Penalty: 5263.499023
	Iteration 30Q: 3 clusters Score -4830096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -4830091.000000 Penalty: 5263.499023
	Iteration 31Q: 3 clusters Score -4830091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -4830097.000000 Penalty: 5263.499023
	Iteration 32Q: 3 clusters Score -4830097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -4830109.000000 Penalty: 5263.499023
	Iteration 33Q: 3 clusters Score -4830109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -4830109.000000 Penalty: 5263.499023
	Iteration 34Q: 3 clusters Score -4830109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -4830112.500000 Penalty: 5263.499023
	Iteration 35Q: 3 clusters Score -4830112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -4830117.500000 Penalty: 5263.499023
	Iteration 36Q: 3 clusters Score -4830118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -4830129.000000 Penalty: 5263.499023
	Iteration 37Q: 3 clusters Score -4830129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -4830130.000000 Penalty: 5263.499023
	Iteration 38Q: 3 clusters Score -4830130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -4830125.500000 Penalty: 5263.499023
	Iteration 39Q: 3 clusters Score -4830126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -4830137.500000 Penalty: 5263.499023
	Iteration 40F: 3 clusters Score -4830138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -4830128.500000 Penalty: 5263.499023
	Iteration 41Q: 3 clusters Score -4830128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -4830125.000000 Penalty: 5263.499023
	Iteration 42Q: 3 clusters Score -4830125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -4830128.000000 Penalty: 5263.499023
	Iteration 43Q: 3 clusters Score -4830128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -4830122.000000 Penalty: 5263.499023
	Iteration 44Q: 3 clusters Score -4830122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -4830125.500000 Penalty: 5263.499023
	Iteration 45Q: 3 clusters Score -4830126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -4830130.000000 Penalty: 5263.499023
	Iteration 46Q: 3 clusters Score -4830130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -4830131.500000 Penalty: 5263.499023
	Iteration 47Q: 3 clusters Score -4830132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -4830131.500000 Penalty: 5263.499023
	Iteration 48Q: 3 clusters Score -4830132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -4830131.500000 Penalty: 5263.499023
	Iteration 49Q: 3 clusters Score -4830132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -4830127.000000 Penalty: 5263.499023
	Iteration 50Q: 3 clusters Score -4830127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -4830127.500000 Penalty: 5263.499023
	Iteration 51Q: 3 clusters Score -4830128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -4830127.000000 Penalty: 5263.499023
	Iteration 52Q: 3 clusters Score -4830127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -4830124.000000 Penalty: 5263.499023
	Iteration 53Q: 3 clusters Score -4830124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -4830128.500000 Penalty: 5263.499023
	Iteration 54Q: 3 clusters Score -4830128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -4830128.000000 Penalty: 5263.499023
	Iteration 55Q: 3 clusters Score -4830128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -4830125.500000 Penalty: 5263.499023
	Iteration 56Q: 3 clusters Score -4830126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -4830130.500000 Penalty: 5263.499023
	Iteration 57Q: 3 clusters Score -4830130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -4830123.000000 Penalty: 5263.499023
	Iteration 58Q: 3 clusters Score -4830123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -4830127.500000 Penalty: 5263.499023
	Iteration 59Q: 3 clusters Score -4830128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -4830125.500000 Penalty: 5263.499023
	Iteration 60F: 3 clusters Score -4830126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -4830135.500000 Penalty: 5263.499023
	Iteration 61Q: 3 clusters Score -4830136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -4830132.500000 Penalty: 5263.499023
	Iteration 62Q: 3 clusters Score -4830132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -4830135.000000 Penalty: 5263.499023
	Iteration 63Q: 3 clusters Score -4830135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -4830137.000000 Penalty: 5263.499023
	Iteration 64Q: 3 clusters Score -4830137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -4830134.000000 Penalty: 5263.499023
	Iteration 65Q: 3 clusters Score -4830134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -4830134.000000 Penalty: 5263.499023
	Iteration 66Q: 3 clusters Score -4830134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -4830132.500000 Penalty: 5263.499023
	Iteration 67Q: 3 clusters Score -4830132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -4830124.500000 Penalty: 5263.499023
	Iteration 68Q: 3 clusters Score -4830124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -4830128.500000 Penalty: 5263.499023
	Iteration 69Q: 3 clusters Score -4830128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -4830136.000000 Penalty: 5263.499023
	Iteration 70Q: 3 clusters Score -4830136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -4830133.000000 Penalty: 5263.499023
	Iteration 71Q: 3 clusters Score -4830133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -4830137.000000 Penalty: 5263.499023
	Iteration 72Q: 3 clusters Score -4830137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4830135.000000 Penalty: 5263.499023
	Iteration 73Q: 3 clusters Score -4830135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -4830136.500000 Penalty: 5263.499023
	Iteration 74Q: 3 clusters Score -4830136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -4830141.000000 Penalty: 5263.499023
	Iteration 75Q: 3 clusters Score -4830141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -4830139.000000 Penalty: 5263.499023
	Iteration 76Q: 3 clusters Score -4830139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -4830138.000000 Penalty: 5263.499023
	Iteration 77Q: 3 clusters Score -4830138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -4830143.500000 Penalty: 5263.499023
	Iteration 78Q: 3 clusters Score -4830144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -4830143.500000 Penalty: 5263.499023
	Iteration 79F: 3 clusters Score -4830144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94719 members 
Entering Unmasked Estep 
Score: -11304350.000000 Penalty: 2841.750000
	Iteration 0F: 2 clusters Score -1.130435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -11240990.000000 Penalty: 5683.500000
	Iteration 0F: 3 clusters Score -1.124099e+07 nChanged 44807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -11267014.000000 Penalty: 5683.500000
	Iteration 1F: 3 clusters Score -1.126701e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -11268105.000000 Penalty: 5683.500000
	Iteration 2Q: 3 clusters Score -1.12681e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -11269427.000000 Penalty: 5683.500000
	Iteration 3Q: 3 clusters Score -1.126943e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -11271639.000000 Penalty: 5683.500000
	Iteration 4F: 3 clusters Score -1.127164e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -11275381.000000 Penalty: 5683.500000
	Iteration 5F: 3 clusters Score -1.127538e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -11280908.000000 Penalty: 5683.500000
	Iteration 6F: 3 clusters Score -1.128091e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -11287369.000000 Penalty: 5683.500000
	Iteration 7F: 3 clusters Score -1.128737e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -11292946.000000 Penalty: 5683.500000
	Iteration 8F: 3 clusters Score -1.129295e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -11296804.000000 Penalty: 5683.500000
	Iteration 9Q: 3 clusters Score -1.12968e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90068 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -11299046.000000 Penalty: 5683.500000
	Iteration 10Q: 3 clusters Score -1.129905e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -11300244.000000 Penalty: 5683.500000
	Iteration 11Q: 3 clusters Score -1.130024e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92764 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -11300877.000000 Penalty: 5683.500000
	Iteration 12Q: 3 clusters Score -1.130088e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -11301290.000000 Penalty: 5683.500000
	Iteration 13Q: 3 clusters Score -1.130129e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93634 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -11301530.000000 Penalty: 5683.500000
	Iteration 14Q: 3 clusters Score -1.130153e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93808 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11301703.000000 Penalty: 5683.500000
	Iteration 15Q: 3 clusters Score -1.13017e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93915 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -11301827.000000 Penalty: 5683.500000
	Iteration 16Q: 3 clusters Score -1.130183e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -11301891.000000 Penalty: 5683.500000
	Iteration 17Q: 3 clusters Score -1.130189e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11301926.000000 Penalty: 5683.500000
	Iteration 18Q: 3 clusters Score -1.130193e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11301966.000000 Penalty: 5683.500000
	Iteration 19Q: 3 clusters Score -1.130197e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11301985.000000 Penalty: 5683.500000
	Iteration 20F: 3 clusters Score -1.130198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -11302008.000000 Penalty: 5683.500000
	Iteration 21Q: 3 clusters Score -1.130201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -11302017.000000 Penalty: 5683.500000
	Iteration 22Q: 3 clusters Score -1.130202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94098 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11302034.000000 Penalty: 5683.500000
	Iteration 23Q: 3 clusters Score -1.130203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94103 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -11302045.000000 Penalty: 5683.500000
	Iteration 24Q: 3 clusters Score -1.130204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11302058.000000 Penalty: 5683.500000
	Iteration 25Q: 3 clusters Score -1.130206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -11302078.000000 Penalty: 5683.500000
	Iteration 26Q: 3 clusters Score -1.130208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -11302083.000000 Penalty: 5683.500000
	Iteration 27Q: 3 clusters Score -1.130208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -11302093.000000 Penalty: 5683.500000
	Iteration 28Q: 3 clusters Score -1.130209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11302095.000000 Penalty: 5683.500000
	Iteration 29Q: 3 clusters Score -1.13021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94133 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11302089.000000 Penalty: 5683.500000
	Iteration 30Q: 3 clusters Score -1.130209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -11302096.000000 Penalty: 5683.500000
	Iteration 31Q: 3 clusters Score -1.13021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94147 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11302121.000000 Penalty: 5683.500000
	Iteration 32Q: 3 clusters Score -1.130212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94151 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11302124.000000 Penalty: 5683.500000
	Iteration 33Q: 3 clusters Score -1.130212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94152 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11302118.000000 Penalty: 5683.500000
	Iteration 34Q: 3 clusters Score -1.130212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11302128.000000 Penalty: 5683.500000
	Iteration 35Q: 3 clusters Score -1.130213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11302128.000000 Penalty: 5683.500000
	Iteration 36F: 3 clusters Score -1.130213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -547586.812500 Penalty: 2111.866699
	Iteration 0F: 2 clusters Score -547586.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -543107.812500 Penalty: 4223.733398
	Iteration 0F: 3 clusters Score -543107.8 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -544475.062500 Penalty: 4223.733398
	Iteration 1F: 3 clusters Score -544475.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -544771.812500 Penalty: 4223.733398
	Iteration 2F: 3 clusters Score -544771.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -544962.687500 Penalty: 4223.733398
	Iteration 3F: 3 clusters Score -544962.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -545120.562500 Penalty: 4223.733398
	Iteration 4Q: 3 clusters Score -545120.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -545255.437500 Penalty: 4223.733398
	Iteration 5Q: 3 clusters Score -545255.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -545360.562500 Penalty: 4223.733398
	Iteration 6Q: 3 clusters Score -545360.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -545454.000000 Penalty: 4223.733398
	Iteration 7Q: 3 clusters Score -545454 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -545549.562500 Penalty: 4223.733398
	Iteration 8Q: 3 clusters Score -545549.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -545642.625000 Penalty: 4223.733398
	Iteration 9Q: 3 clusters Score -545642.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -545750.937500 Penalty: 4223.733398
	Iteration 10Q: 3 clusters Score -545750.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -545844.250000 Penalty: 4223.733398
	Iteration 11Q: 3 clusters Score -545844.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -545947.500000 Penalty: 4223.733398
	Iteration 12Q: 3 clusters Score -545947.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -546012.312500 Penalty: 4223.733398
	Iteration 13Q: 3 clusters Score -546012.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -546057.062500 Penalty: 4223.733398
	Iteration 14Q: 3 clusters Score -546057.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -546083.937500 Penalty: 4223.733398
	Iteration 15Q: 3 clusters Score -546083.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -546101.125000 Penalty: 4223.733398
	Iteration 16Q: 3 clusters Score -546101.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -546120.937500 Penalty: 4223.733398
	Iteration 17Q: 3 clusters Score -546120.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -546137.875000 Penalty: 4223.733398
	Iteration 18Q: 3 clusters Score -546137.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -546151.625000 Penalty: 4223.733398
	Iteration 19Q: 3 clusters Score -546151.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -546165.500000 Penalty: 4223.733398
	Iteration 20F: 3 clusters Score -546165.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -546176.125000 Penalty: 4223.733398
	Iteration 21Q: 3 clusters Score -546176.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -546183.375000 Penalty: 4223.733398
	Iteration 22Q: 3 clusters Score -546183.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -546188.750000 Penalty: 4223.733398
	Iteration 23Q: 3 clusters Score -546188.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -546193.375000 Penalty: 4223.733398
	Iteration 24Q: 3 clusters Score -546193.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -546197.625000 Penalty: 4223.733398
	Iteration 25Q: 3 clusters Score -546197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -546200.375000 Penalty: 4223.733398
	Iteration 26Q: 3 clusters Score -546200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -546201.000000 Penalty: 4223.733398
	Iteration 27Q: 3 clusters Score -546201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -546202.812500 Penalty: 4223.733398
	Iteration 28Q: 3 clusters Score -546202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -546203.687500 Penalty: 4223.733398
	Iteration 29Q: 3 clusters Score -546203.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -546205.000000 Penalty: 4223.733398
	Iteration 30Q: 3 clusters Score -546205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -546205.375000 Penalty: 4223.733398
	Iteration 31Q: 3 clusters Score -546205.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -546205.375000 Penalty: 4223.733398
	Iteration 32F: 3 clusters Score -546205.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Entering Unmasked Estep 
Score: -5290209.000000 Penalty: 2654.348877
	Iteration 0F: 2 clusters Score -5290209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -5260382.500000 Penalty: 5308.697754
	Iteration 0F: 3 clusters Score -5260382 nChanged 20350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -5271624.000000 Penalty: 5308.697754
	Iteration 1F: 3 clusters Score -5271624 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -5272243.500000 Penalty: 5308.697754
	Iteration 2Q: 3 clusters Score -5272244 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -5272856.000000 Penalty: 5308.697754
	Iteration 3Q: 3 clusters Score -5272856 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -5273583.000000 Penalty: 5308.697754
	Iteration 4Q: 3 clusters Score -5273583 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -5274427.500000 Penalty: 5308.697754
	Iteration 5Q: 3 clusters Score -5274428 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -5275485.500000 Penalty: 5308.697754
	Iteration 6F: 3 clusters Score -5275486 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -5276786.500000 Penalty: 5308.697754
	Iteration 7F: 3 clusters Score -5276786 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -5278328.000000 Penalty: 5308.697754
	Iteration 8F: 3 clusters Score -5278328 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -5280131.500000 Penalty: 5308.697754
	Iteration 9F: 3 clusters Score -5280132 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -5281969.500000 Penalty: 5308.697754
	Iteration 10F: 3 clusters Score -5281970 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -5283467.000000 Penalty: 5308.697754
	Iteration 11Q: 3 clusters Score -5283467 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -5284466.500000 Penalty: 5308.697754
	Iteration 12Q: 3 clusters Score -5284466 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -5285118.500000 Penalty: 5308.697754
	Iteration 13Q: 3 clusters Score -5285118 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -5285578.500000 Penalty: 5308.697754
	Iteration 14Q: 3 clusters Score -5285578 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -5285840.000000 Penalty: 5308.697754
	Iteration 15Q: 3 clusters Score -5285840 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -5286075.000000 Penalty: 5308.697754
	Iteration 16Q: 3 clusters Score -5286075 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -5286318.500000 Penalty: 5308.697754
	Iteration 17Q: 3 clusters Score -5286318 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -5286516.000000 Penalty: 5308.697754
	Iteration 18Q: 3 clusters Score -5286516 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -5286627.500000 Penalty: 5308.697754
	Iteration 19Q: 3 clusters Score -5286628 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -5286763.000000 Penalty: 5308.697754
	Iteration 20F: 3 clusters Score -5286763 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -5286834.500000 Penalty: 5308.697754
	Iteration 21Q: 3 clusters Score -5286834 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -5286921.000000 Penalty: 5308.697754
	Iteration 22Q: 3 clusters Score -5286921 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -5286959.500000 Penalty: 5308.697754
	Iteration 23Q: 3 clusters Score -5286960 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -5287051.500000 Penalty: 5308.697754
	Iteration 24Q: 3 clusters Score -5287052 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -5287109.500000 Penalty: 5308.697754
	Iteration 25Q: 3 clusters Score -5287110 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -5287155.500000 Penalty: 5308.697754
	Iteration 26Q: 3 clusters Score -5287156 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -5287204.000000 Penalty: 5308.697754
	Iteration 27Q: 3 clusters Score -5287204 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -5287276.000000 Penalty: 5308.697754
	Iteration 28Q: 3 clusters Score -5287276 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5287322.500000 Penalty: 5308.697754
	Iteration 29Q: 3 clusters Score -5287322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5287343.500000 Penalty: 5308.697754
	Iteration 30Q: 3 clusters Score -5287344 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5287373.500000 Penalty: 5308.697754
	Iteration 31Q: 3 clusters Score -5287374 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5287411.500000 Penalty: 5308.697754
	Iteration 32Q: 3 clusters Score -5287412 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5287437.500000 Penalty: 5308.697754
	Iteration 33Q: 3 clusters Score -5287438 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5287485.000000 Penalty: 5308.697754
	Iteration 34Q: 3 clusters Score -5287485 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5287514.500000 Penalty: 5308.697754
	Iteration 35Q: 3 clusters Score -5287514 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5287543.000000 Penalty: 5308.697754
	Iteration 36Q: 3 clusters Score -5287543 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5287598.500000 Penalty: 5308.697754
	Iteration 37Q: 3 clusters Score -5287598 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5287632.000000 Penalty: 5308.697754
	Iteration 38Q: 3 clusters Score -5287632 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5287647.000000 Penalty: 5308.697754
	Iteration 39Q: 3 clusters Score -5287647 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5287670.000000 Penalty: 5308.697754
	Iteration 40F: 3 clusters Score -5287670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5287698.000000 Penalty: 5308.697754
	Iteration 41Q: 3 clusters Score -5287698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5287708.500000 Penalty: 5308.697754
	Iteration 42Q: 3 clusters Score -5287708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5287735.000000 Penalty: 5308.697754
	Iteration 43Q: 3 clusters Score -5287735 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5287750.000000 Penalty: 5308.697754
	Iteration 44Q: 3 clusters Score -5287750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5287771.500000 Penalty: 5308.697754
	Iteration 45Q: 3 clusters Score -5287772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5287797.000000 Penalty: 5308.697754
	Iteration 46Q: 3 clusters Score -5287797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5287804.500000 Penalty: 5308.697754
	Iteration 47Q: 3 clusters Score -5287804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5287819.000000 Penalty: 5308.697754
	Iteration 48Q: 3 clusters Score -5287819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5287828.500000 Penalty: 5308.697754
	Iteration 49Q: 3 clusters Score -5287828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5287839.500000 Penalty: 5308.697754
	Iteration 50Q: 3 clusters Score -5287840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5287845.000000 Penalty: 5308.697754
	Iteration 51Q: 3 clusters Score -5287845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5287849.000000 Penalty: 5308.697754
	Iteration 52Q: 3 clusters Score -5287849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5287850.500000 Penalty: 5308.697754
	Iteration 53Q: 3 clusters Score -5287850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5287853.000000 Penalty: 5308.697754
	Iteration 54Q: 3 clusters Score -5287853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5287861.500000 Penalty: 5308.697754
	Iteration 55Q: 3 clusters Score -5287862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5287868.000000 Penalty: 5308.697754
	Iteration 56Q: 3 clusters Score -5287868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5287876.500000 Penalty: 5308.697754
	Iteration 57Q: 3 clusters Score -5287876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5287874.500000 Penalty: 5308.697754
	Iteration 58Q: 3 clusters Score -5287874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5287886.000000 Penalty: 5308.697754
	Iteration 59Q: 3 clusters Score -5287886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5287885.000000 Penalty: 5308.697754
	Iteration 60F: 3 clusters Score -5287885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5287893.000000 Penalty: 5308.697754
	Iteration 61Q: 3 clusters Score -5287893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5287896.500000 Penalty: 5308.697754
	Iteration 62Q: 3 clusters Score -5287896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5287899.500000 Penalty: 5308.697754
	Iteration 63Q: 3 clusters Score -5287900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5287902.500000 Penalty: 5308.697754
	Iteration 64Q: 3 clusters Score -5287902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5287903.500000 Penalty: 5308.697754
	Iteration 65Q: 3 clusters Score -5287904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5287899.500000 Penalty: 5308.697754
	Iteration 66Q: 3 clusters Score -5287900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5287913.500000 Penalty: 5308.697754
	Iteration 67Q: 3 clusters Score -5287914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5287911.000000 Penalty: 5308.697754
	Iteration 68Q: 3 clusters Score -5287911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5287908.000000 Penalty: 5308.697754
	Iteration 69Q: 3 clusters Score -5287908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5287910.500000 Penalty: 5308.697754
	Iteration 70Q: 3 clusters Score -5287910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5287922.000000 Penalty: 5308.697754
	Iteration 71Q: 3 clusters Score -5287922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5287920.000000 Penalty: 5308.697754
	Iteration 72Q: 3 clusters Score -5287920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5287920.000000 Penalty: 5308.697754
	Iteration 73F: 3 clusters Score -5287920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Entering Unmasked Estep 
Score: -4691385.000000 Penalty: 2622.347168
	Iteration 0F: 2 clusters Score -4691385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -4665094.500000 Penalty: 5244.694336
	Iteration 0F: 3 clusters Score -4665094 nChanged 17706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4674863.500000 Penalty: 5244.694336
	Iteration 1F: 3 clusters Score -4674864 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -4675392.500000 Penalty: 5244.694336
	Iteration 2Q: 3 clusters Score -4675392 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -4675987.500000 Penalty: 5244.694336
	Iteration 3Q: 3 clusters Score -4675988 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -4676564.000000 Penalty: 5244.694336
	Iteration 4Q: 3 clusters Score -4676564 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4677376.500000 Penalty: 5244.694336
	Iteration 5Q: 3 clusters Score -4677376 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -4678395.500000 Penalty: 5244.694336
	Iteration 6Q: 3 clusters Score -4678396 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -4679609.500000 Penalty: 5244.694336
	Iteration 7Q: 3 clusters Score -4679610 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -4680917.500000 Penalty: 5244.694336
	Iteration 8F: 3 clusters Score -4680918 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -4682310.000000 Penalty: 5244.694336
	Iteration 9Q: 3 clusters Score -4682310 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -4683636.500000 Penalty: 5244.694336
	Iteration 10Q: 3 clusters Score -4683636 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -4684965.000000 Penalty: 5244.694336
	Iteration 11Q: 3 clusters Score -4684965 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4686032.500000 Penalty: 5244.694336
	Iteration 12Q: 3 clusters Score -4686032 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -4686865.500000 Penalty: 5244.694336
	Iteration 13Q: 3 clusters Score -4686866 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4687514.500000 Penalty: 5244.694336
	Iteration 14Q: 3 clusters Score -4687514 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4688007.500000 Penalty: 5244.694336
	Iteration 15Q: 3 clusters Score -4688008 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4688331.500000 Penalty: 5244.694336
	Iteration 16Q: 3 clusters Score -4688332 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4688588.500000 Penalty: 5244.694336
	Iteration 17Q: 3 clusters Score -4688588 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4688746.500000 Penalty: 5244.694336
	Iteration 18Q: 3 clusters Score -4688746 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4688882.000000 Penalty: 5244.694336
	Iteration 19Q: 3 clusters Score -4688882 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4688960.500000 Penalty: 5244.694336
	Iteration 20F: 3 clusters Score -4688960 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4689000.000000 Penalty: 5244.694336
	Iteration 21Q: 3 clusters Score -4689000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4689021.000000 Penalty: 5244.694336
	Iteration 22Q: 3 clusters Score -4689021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4689031.000000 Penalty: 5244.694336
	Iteration 23Q: 3 clusters Score -4689031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4689050.500000 Penalty: 5244.694336
	Iteration 24Q: 3 clusters Score -4689050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4689063.000000 Penalty: 5244.694336
	Iteration 25Q: 3 clusters Score -4689063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4689075.500000 Penalty: 5244.694336
	Iteration 26Q: 3 clusters Score -4689076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4689081.500000 Penalty: 5244.694336
	Iteration 27Q: 3 clusters Score -4689082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4689091.000000 Penalty: 5244.694336
	Iteration 28Q: 3 clusters Score -4689091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4689089.500000 Penalty: 5244.694336
	Iteration 29Q: 3 clusters Score -4689090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4689095.000000 Penalty: 5244.694336
	Iteration 30Q: 3 clusters Score -4689095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4689100.500000 Penalty: 5244.694336
	Iteration 31Q: 3 clusters Score -4689100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4689103.500000 Penalty: 5244.694336
	Iteration 32Q: 3 clusters Score -4689104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4689105.500000 Penalty: 5244.694336
	Iteration 33Q: 3 clusters Score -4689106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4689113.000000 Penalty: 5244.694336
	Iteration 34Q: 3 clusters Score -4689113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4689123.000000 Penalty: 5244.694336
	Iteration 35Q: 3 clusters Score -4689123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4689126.000000 Penalty: 5244.694336
	Iteration 36Q: 3 clusters Score -4689126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4689132.500000 Penalty: 5244.694336
	Iteration 37Q: 3 clusters Score -4689132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4689133.000000 Penalty: 5244.694336
	Iteration 38Q: 3 clusters Score -4689133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4689137.000000 Penalty: 5244.694336
	Iteration 39Q: 3 clusters Score -4689137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4689132.000000 Penalty: 5244.694336
	Iteration 40F: 3 clusters Score -4689132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Entering Unmasked Estep 
Score: -769399.687500 Penalty: 2193.216553
	Iteration 0F: 2 clusters Score -769399.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -763701.750000 Penalty: 4386.433105
	Iteration 0F: 3 clusters Score -763701.8 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -765312.562500 Penalty: 4386.433105
	Iteration 1F: 3 clusters Score -765312.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -765658.250000 Penalty: 4386.433105
	Iteration 2F: 3 clusters Score -765658.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -765915.062500 Penalty: 4386.433105
	Iteration 3F: 3 clusters Score -765915.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -766132.437500 Penalty: 4386.433105
	Iteration 4F: 3 clusters Score -766132.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -766341.187500 Penalty: 4386.433105
	Iteration 5Q: 3 clusters Score -766341.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -766532.250000 Penalty: 4386.433105
	Iteration 6Q: 3 clusters Score -766532.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -766699.812500 Penalty: 4386.433105
	Iteration 7Q: 3 clusters Score -766699.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -766815.437500 Penalty: 4386.433105
	Iteration 8Q: 3 clusters Score -766815.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -766924.000000 Penalty: 4386.433105
	Iteration 9Q: 3 clusters Score -766924 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -767031.312500 Penalty: 4386.433105
	Iteration 10Q: 3 clusters Score -767031.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -767143.312500 Penalty: 4386.433105
	Iteration 11Q: 3 clusters Score -767143.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -767257.375000 Penalty: 4386.433105
	Iteration 12Q: 3 clusters Score -767257.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -767358.937500 Penalty: 4386.433105
	Iteration 13Q: 3 clusters Score -767358.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -767450.937500 Penalty: 4386.433105
	Iteration 14Q: 3 clusters Score -767450.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -767518.750000 Penalty: 4386.433105
	Iteration 15Q: 3 clusters Score -767518.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -767584.687500 Penalty: 4386.433105
	Iteration 16Q: 3 clusters Score -767584.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -767639.375000 Penalty: 4386.433105
	Iteration 17Q: 3 clusters Score -767639.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -767683.062500 Penalty: 4386.433105
	Iteration 18Q: 3 clusters Score -767683.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -767713.625000 Penalty: 4386.433105
	Iteration 19Q: 3 clusters Score -767713.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -767737.562500 Penalty: 4386.433105
	Iteration 20F: 3 clusters Score -767737.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -767757.062500 Penalty: 4386.433105
	Iteration 21Q: 3 clusters Score -767757.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -767779.875000 Penalty: 4386.433105
	Iteration 22Q: 3 clusters Score -767779.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -767796.125000 Penalty: 4386.433105
	Iteration 23Q: 3 clusters Score -767796.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -767803.687500 Penalty: 4386.433105
	Iteration 24Q: 3 clusters Score -767803.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -767811.062500 Penalty: 4386.433105
	Iteration 25Q: 3 clusters Score -767811.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -767815.750000 Penalty: 4386.433105
	Iteration 26Q: 3 clusters Score -767815.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -767825.750000 Penalty: 4386.433105
	Iteration 27Q: 3 clusters Score -767825.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -767835.062500 Penalty: 4386.433105
	Iteration 28Q: 3 clusters Score -767835.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -767843.437500 Penalty: 4386.433105
	Iteration 29Q: 3 clusters Score -767843.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -767846.000000 Penalty: 4386.433105
	Iteration 30Q: 3 clusters Score -767846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -767849.437500 Penalty: 4386.433105
	Iteration 31Q: 3 clusters Score -767849.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -767850.562500 Penalty: 4386.433105
	Iteration 32Q: 3 clusters Score -767850.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -767853.812500 Penalty: 4386.433105
	Iteration 33Q: 3 clusters Score -767853.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -767855.375000 Penalty: 4386.433105
	Iteration 34Q: 3 clusters Score -767855.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -767856.750000 Penalty: 4386.433105
	Iteration 35Q: 3 clusters Score -767856.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -767863.312500 Penalty: 4386.433105
	Iteration 36Q: 3 clusters Score -767863.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -767864.375000 Penalty: 4386.433105
	Iteration 37Q: 3 clusters Score -767864.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -767868.062500 Penalty: 4386.433105
	Iteration 38Q: 3 clusters Score -767868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -767868.250000 Penalty: 4386.433105
	Iteration 39Q: 3 clusters Score -767868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -767868.250000 Penalty: 4386.433105
	Iteration 40F: 3 clusters Score -767868.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Entering Unmasked Estep 
Score: -1853811.000000 Penalty: 2394.382812
	Iteration 0F: 2 clusters Score -1853811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1842532.500000 Penalty: 4788.765625
	Iteration 0F: 3 clusters Score -1842532 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1846219.625000 Penalty: 4788.765625
	Iteration 1F: 3 clusters Score -1846220 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1846568.875000 Penalty: 4788.765625
	Iteration 2F: 3 clusters Score -1846569 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1846846.500000 Penalty: 4788.765625
	Iteration 3Q: 3 clusters Score -1846846 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1847144.250000 Penalty: 4788.765625
	Iteration 4Q: 3 clusters Score -1847144 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1847531.375000 Penalty: 4788.765625
	Iteration 5Q: 3 clusters Score -1847531 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1847974.750000 Penalty: 4788.765625
	Iteration 6F: 3 clusters Score -1847975 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1848463.250000 Penalty: 4788.765625
	Iteration 7F: 3 clusters Score -1848463 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1849025.375000 Penalty: 4788.765625
	Iteration 8F: 3 clusters Score -1849025 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1849703.750000 Penalty: 4788.765625
	Iteration 9F: 3 clusters Score -1849704 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1850336.500000 Penalty: 4788.765625
	Iteration 10F: 3 clusters Score -1850336 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1850854.000000 Penalty: 4788.765625
	Iteration 11Q: 3 clusters Score -1850854 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1851183.125000 Penalty: 4788.765625
	Iteration 12Q: 3 clusters Score -1851183 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1851420.625000 Penalty: 4788.765625
	Iteration 13Q: 3 clusters Score -1851421 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1851560.625000 Penalty: 4788.765625
	Iteration 14Q: 3 clusters Score -1851561 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1851652.375000 Penalty: 4788.765625
	Iteration 15Q: 3 clusters Score -1851652 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1851718.125000 Penalty: 4788.765625
	Iteration 16Q: 3 clusters Score -1851718 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1851767.750000 Penalty: 4788.765625
	Iteration 17Q: 3 clusters Score -1851768 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1851808.000000 Penalty: 4788.765625
	Iteration 18Q: 3 clusters Score -1851808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1851835.125000 Penalty: 4788.765625
	Iteration 19Q: 3 clusters Score -1851835 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1851858.625000 Penalty: 4788.765625
	Iteration 20F: 3 clusters Score -1851859 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1851883.250000 Penalty: 4788.765625
	Iteration 21Q: 3 clusters Score -1851883 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1851897.750000 Penalty: 4788.765625
	Iteration 22Q: 3 clusters Score -1851898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1851916.625000 Penalty: 4788.765625
	Iteration 23Q: 3 clusters Score -1851917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1851921.375000 Penalty: 4788.765625
	Iteration 24Q: 3 clusters Score -1851921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1851925.375000 Penalty: 4788.765625
	Iteration 25Q: 3 clusters Score -1851925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1851936.250000 Penalty: 4788.765625
	Iteration 26Q: 3 clusters Score -1851936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1851946.125000 Penalty: 4788.765625
	Iteration 27Q: 3 clusters Score -1851946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1851946.000000 Penalty: 4788.765625
	Iteration 28Q: 3 clusters Score -1851946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1851949.750000 Penalty: 4788.765625
	Iteration 29Q: 3 clusters Score -1851950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1851950.375000 Penalty: 4788.765625
	Iteration 30Q: 3 clusters Score -1851950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1851953.500000 Penalty: 4788.765625
	Iteration 31Q: 3 clusters Score -1851954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1851958.250000 Penalty: 4788.765625
	Iteration 32Q: 3 clusters Score -1851958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1851959.000000 Penalty: 4788.765625
	Iteration 33Q: 3 clusters Score -1851959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1851962.125000 Penalty: 4788.765625
	Iteration 34Q: 3 clusters Score -1851962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1851963.125000 Penalty: 4788.765625
	Iteration 35Q: 3 clusters Score -1851963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1851966.250000 Penalty: 4788.765625
	Iteration 36Q: 3 clusters Score -1851966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1851968.000000 Penalty: 4788.765625
	Iteration 37Q: 3 clusters Score -1851968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1851968.750000 Penalty: 4788.765625
	Iteration 38Q: 3 clusters Score -1851969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1851971.750000 Penalty: 4788.765625
	Iteration 39Q: 3 clusters Score -1851972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1851970.625000 Penalty: 4788.765625
	Iteration 40F: 3 clusters Score -1851971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1851974.375000 Penalty: 4788.765625
	Iteration 41Q: 3 clusters Score -1851974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1851973.375000 Penalty: 4788.765625
	Iteration 42Q: 3 clusters Score -1851973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1851972.750000 Penalty: 4788.765625
	Iteration 43Q: 3 clusters Score -1851973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1851969.875000 Penalty: 4788.765625
	Iteration 44Q: 3 clusters Score -1851970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1851973.250000 Penalty: 4788.765625
	Iteration 45Q: 3 clusters Score -1851973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1851972.500000 Penalty: 4788.765625
	Iteration 46Q: 3 clusters Score -1851972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1851972.500000 Penalty: 4788.765625
	Iteration 47F: 3 clusters Score -1851972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Entering Unmasked Estep 
Score: -1029521.000000 Penalty: 2247.537598
	Iteration 0F: 2 clusters Score -1029521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1022715.437500 Penalty: 4495.075195
	Iteration 0F: 3 clusters Score -1022715 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1024567.312500 Penalty: 4495.075195
	Iteration 1F: 3 clusters Score -1024567 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1024863.562500 Penalty: 4495.075195
	Iteration 2F: 3 clusters Score -1024864 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1025044.187500 Penalty: 4495.075195
	Iteration 3Q: 3 clusters Score -1025044 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1025155.062500 Penalty: 4495.075195
	Iteration 4Q: 3 clusters Score -1025155 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1025240.625000 Penalty: 4495.075195
	Iteration 5Q: 3 clusters Score -1025241 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1025298.937500 Penalty: 4495.075195
	Iteration 6Q: 3 clusters Score -1025299 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1025356.000000 Penalty: 4495.075195
	Iteration 7Q: 3 clusters Score -1025356 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1025403.125000 Penalty: 4495.075195
	Iteration 8Q: 3 clusters Score -1025403 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1025452.750000 Penalty: 4495.075195
	Iteration 9Q: 3 clusters Score -1025453 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1025500.812500 Penalty: 4495.075195
	Iteration 10Q: 3 clusters Score -1025501 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1025562.250000 Penalty: 4495.075195
	Iteration 11Q: 3 clusters Score -1025562 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1025630.000000 Penalty: 4495.075195
	Iteration 12Q: 3 clusters Score -1025630 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1025707.437500 Penalty: 4495.075195
	Iteration 13Q: 3 clusters Score -1025707 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1025796.437500 Penalty: 4495.075195
	Iteration 14Q: 3 clusters Score -1025796 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1025911.937500 Penalty: 4495.075195
	Iteration 15Q: 3 clusters Score -1025912 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1026030.250000 Penalty: 4495.075195
	Iteration 16Q: 3 clusters Score -1026030 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1026182.437500 Penalty: 4495.075195
	Iteration 17Q: 3 clusters Score -1026182 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1026381.187500 Penalty: 4495.075195
	Iteration 18Q: 3 clusters Score -1026381 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1026584.625000 Penalty: 4495.075195
	Iteration 19Q: 3 clusters Score -1026585 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1026784.000000 Penalty: 4495.075195
	Iteration 20F: 3 clusters Score -1026784 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1026991.187500 Penalty: 4495.075195
	Iteration 21Q: 3 clusters Score -1026991 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1027180.625000 Penalty: 4495.075195
	Iteration 22Q: 3 clusters Score -1027181 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1027332.375000 Penalty: 4495.075195
	Iteration 23Q: 3 clusters Score -1027332 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1027437.437500 Penalty: 4495.075195
	Iteration 24Q: 3 clusters Score -1027437 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1027517.500000 Penalty: 4495.075195
	Iteration 25Q: 3 clusters Score -1027518 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1027603.750000 Penalty: 4495.075195
	Iteration 26Q: 3 clusters Score -1027604 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1027657.187500 Penalty: 4495.075195
	Iteration 27Q: 3 clusters Score -1027657 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1027684.500000 Penalty: 4495.075195
	Iteration 28Q: 3 clusters Score -1027684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1027714.562500 Penalty: 4495.075195
	Iteration 29Q: 3 clusters Score -1027715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1027737.875000 Penalty: 4495.075195
	Iteration 30Q: 3 clusters Score -1027738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1027756.250000 Penalty: 4495.075195
	Iteration 31Q: 3 clusters Score -1027756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1027772.125000 Penalty: 4495.075195
	Iteration 32Q: 3 clusters Score -1027772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1027779.562500 Penalty: 4495.075195
	Iteration 33Q: 3 clusters Score -1027780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1027786.625000 Penalty: 4495.075195
	Iteration 34Q: 3 clusters Score -1027787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1027789.000000 Penalty: 4495.075195
	Iteration 35Q: 3 clusters Score -1027789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1027793.437500 Penalty: 4495.075195
	Iteration 36Q: 3 clusters Score -1027793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1027799.062500 Penalty: 4495.075195
	Iteration 37Q: 3 clusters Score -1027799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1027801.312500 Penalty: 4495.075195
	Iteration 38Q: 3 clusters Score -1027801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1027803.500000 Penalty: 4495.075195
	Iteration 39Q: 3 clusters Score -1027804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1027804.062500 Penalty: 4495.075195
	Iteration 40F: 3 clusters Score -1027804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (57937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Entering Unmasked Estep 
Score: -6874964.000000 Penalty: 2719.843750
	Iteration 0F: 2 clusters Score -6874964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -6836033.500000 Penalty: 5439.687500
	Iteration 0F: 3 clusters Score -6836034 nChanged 26808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -6851189.500000 Penalty: 5439.687500
	Iteration 1F: 3 clusters Score -6851190 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -6851953.500000 Penalty: 5439.687500
	Iteration 2Q: 3 clusters Score -6851954 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -6852669.000000 Penalty: 5439.687500
	Iteration 3Q: 3 clusters Score -6852669 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -6853461.500000 Penalty: 5439.687500
	Iteration 4Q: 3 clusters Score -6853462 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -6854398.500000 Penalty: 5439.687500
	Iteration 5Q: 3 clusters Score -6854398 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -6855682.500000 Penalty: 5439.687500
	Iteration 6Q: 3 clusters Score -6855682 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -6857315.500000 Penalty: 5439.687500
	Iteration 7F: 3 clusters Score -6857316 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -6859076.500000 Penalty: 5439.687500
	Iteration 8F: 3 clusters Score -6859076 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -6860774.000000 Penalty: 5439.687500
	Iteration 9F: 3 clusters Score -6860774 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -6862303.000000 Penalty: 5439.687500
	Iteration 10Q: 3 clusters Score -6862303 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -6863683.500000 Penalty: 5439.687500
	Iteration 11Q: 3 clusters Score -6863684 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -6864846.000000 Penalty: 5439.687500
	Iteration 12Q: 3 clusters Score -6864846 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -6865945.000000 Penalty: 5439.687500
	Iteration 13Q: 3 clusters Score -6865945 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -6866988.000000 Penalty: 5439.687500
	Iteration 14Q: 3 clusters Score -6866988 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -6867997.000000 Penalty: 5439.687500
	Iteration 15Q: 3 clusters Score -6867997 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -6868848.000000 Penalty: 5439.687500
	Iteration 16Q: 3 clusters Score -6868848 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -6869726.500000 Penalty: 5439.687500
	Iteration 17Q: 3 clusters Score -6869726 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -6870433.000000 Penalty: 5439.687500
	Iteration 18Q: 3 clusters Score -6870433 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -6871109.000000 Penalty: 5439.687500
	Iteration 19Q: 3 clusters Score -6871109 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -6871664.500000 Penalty: 5439.687500
	Iteration 20F: 3 clusters Score -6871664 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -6872112.000000 Penalty: 5439.687500
	Iteration 21Q: 3 clusters Score -6872112 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -6872471.500000 Penalty: 5439.687500
	Iteration 22Q: 3 clusters Score -6872472 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -6872819.500000 Penalty: 5439.687500
	Iteration 23Q: 3 clusters Score -6872820 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -6873244.000000 Penalty: 5439.687500
	Iteration 24Q: 3 clusters Score -6873244 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -6873571.500000 Penalty: 5439.687500
	Iteration 25Q: 3 clusters Score -6873572 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -6873736.500000 Penalty: 5439.687500
	Iteration 26Q: 3 clusters Score -6873736 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -6873864.500000 Penalty: 5439.687500
	Iteration 27Q: 3 clusters Score -6873864 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -6873889.000000 Penalty: 5439.687500
	Iteration 28Q: 3 clusters Score -6873889 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -6873935.500000 Penalty: 5439.687500
	Iteration 29Q: 3 clusters Score -6873936 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -6873962.500000 Penalty: 5439.687500
	Iteration 30Q: 3 clusters Score -6873962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -6873990.500000 Penalty: 5439.687500
	Iteration 31Q: 3 clusters Score -6873990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -6873984.500000 Penalty: 5439.687500
	Iteration 32Q: 3 clusters Score -6873984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -6873989.000000 Penalty: 5439.687500
	Iteration 33Q: 3 clusters Score -6873989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -6874014.000000 Penalty: 5439.687500
	Iteration 34Q: 3 clusters Score -6874014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -6874007.500000 Penalty: 5439.687500
	Iteration 35Q: 3 clusters Score -6874008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -6874032.500000 Penalty: 5439.687500
	Iteration 36Q: 3 clusters Score -6874032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -6874033.500000 Penalty: 5439.687500
	Iteration 37Q: 3 clusters Score -6874034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -6874036.500000 Penalty: 5439.687500
	Iteration 38Q: 3 clusters Score -6874036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -6874039.000000 Penalty: 5439.687500
	Iteration 39Q: 3 clusters Score -6874039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -6874038.000000 Penalty: 5439.687500
	Iteration 40F: 3 clusters Score -6874038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -6874045.000000 Penalty: 5439.687500
	Iteration 41Q: 3 clusters Score -6874045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -6874048.000000 Penalty: 5439.687500
	Iteration 42Q: 3 clusters Score -6874048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -6874040.500000 Penalty: 5439.687500
	Iteration 43Q: 3 clusters Score -6874040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -6874046.500000 Penalty: 5439.687500
	Iteration 44Q: 3 clusters Score -6874046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -6874037.000000 Penalty: 5439.687500
	Iteration 45Q: 3 clusters Score -6874037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -6874042.000000 Penalty: 5439.687500
	Iteration 46Q: 3 clusters Score -6874042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -6874036.500000 Penalty: 5439.687500
	Iteration 47Q: 3 clusters Score -6874036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -6874029.500000 Penalty: 5439.687500
	Iteration 48Q: 3 clusters Score -6874030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -6874043.000000 Penalty: 5439.687500
	Iteration 49Q: 3 clusters Score -6874043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -6874049.000000 Penalty: 5439.687500
	Iteration 50Q: 3 clusters Score -6874049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -6874055.500000 Penalty: 5439.687500
	Iteration 51Q: 3 clusters Score -6874056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -6874061.000000 Penalty: 5439.687500
	Iteration 52Q: 3 clusters Score -6874061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -6874068.500000 Penalty: 5439.687500
	Iteration 53Q: 3 clusters Score -6874068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -6874063.500000 Penalty: 5439.687500
	Iteration 54Q: 3 clusters Score -6874064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -6874070.500000 Penalty: 5439.687500
	Iteration 55Q: 3 clusters Score -6874070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -6874081.500000 Penalty: 5439.687500
	Iteration 56Q: 3 clusters Score -6874082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -6874076.000000 Penalty: 5439.687500
	Iteration 57Q: 3 clusters Score -6874076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -6874075.500000 Penalty: 5439.687500
	Iteration 58Q: 3 clusters Score -6874076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -6874071.000000 Penalty: 5439.687500
	Iteration 59Q: 3 clusters Score -6874071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -6874069.000000 Penalty: 5439.687500
	Iteration 60F: 3 clusters Score -6874069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -6874068.500000 Penalty: 5439.687500
	Iteration 61Q: 3 clusters Score -6874068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -6874072.000000 Penalty: 5439.687500
	Iteration 62Q: 3 clusters Score -6874072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -6874074.500000 Penalty: 5439.687500
	Iteration 63Q: 3 clusters Score -6874074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -6874074.000000 Penalty: 5439.687500
	Iteration 64Q: 3 clusters Score -6874074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -6874074.000000 Penalty: 5439.687500
	Iteration 65Q: 3 clusters Score -6874074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -6874078.000000 Penalty: 5439.687500
	Iteration 66Q: 3 clusters Score -6874078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -6874079.000000 Penalty: 5439.687500
	Iteration 67Q: 3 clusters Score -6874079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -6874078.000000 Penalty: 5439.687500
	Iteration 68Q: 3 clusters Score -6874078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -6874078.500000 Penalty: 5439.687500
	Iteration 69Q: 3 clusters Score -6874078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -6874072.500000 Penalty: 5439.687500
	Iteration 70Q: 3 clusters Score -6874072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -6874077.500000 Penalty: 5439.687500
	Iteration 71Q: 3 clusters Score -6874078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -6874081.000000 Penalty: 5439.687500
	Iteration 72Q: 3 clusters Score -6874081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -6874088.500000 Penalty: 5439.687500
	Iteration 73Q: 3 clusters Score -6874088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -6874095.000000 Penalty: 5439.687500
	Iteration 74Q: 3 clusters Score -6874095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -6874099.500000 Penalty: 5439.687500
	Iteration 75Q: 3 clusters Score -6874100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -6874101.500000 Penalty: 5439.687500
	Iteration 76Q: 3 clusters Score -6874102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -6874096.500000 Penalty: 5439.687500
	Iteration 77Q: 3 clusters Score -6874096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -6874106.000000 Penalty: 5439.687500
	Iteration 78Q: 3 clusters Score -6874106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -6874112.000000 Penalty: 5439.687500
	Iteration 79Q: 3 clusters Score -6874112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -6874104.500000 Penalty: 5439.687500
	Iteration 80F: 3 clusters Score -6874104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -6874109.500000 Penalty: 5439.687500
	Iteration 81Q: 3 clusters Score -6874110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -6874105.000000 Penalty: 5439.687500
	Iteration 82Q: 3 clusters Score -6874105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -6874107.000000 Penalty: 5439.687500
	Iteration 83Q: 3 clusters Score -6874107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -6874107.000000 Penalty: 5439.687500
	Iteration 84F: 3 clusters Score -6874107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Entering Unmasked Estep 
Score: -1714260.000000 Penalty: 2372.538086
	Iteration 0F: 2 clusters Score -1714260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1703876.625000 Penalty: 4745.076172
	Iteration 0F: 3 clusters Score -1703877 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1707156.250000 Penalty: 4745.076172
	Iteration 1F: 3 clusters Score -1707156 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1707460.125000 Penalty: 4745.076172
	Iteration 2F: 3 clusters Score -1707460 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1707732.250000 Penalty: 4745.076172
	Iteration 3Q: 3 clusters Score -1707732 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1707953.375000 Penalty: 4745.076172
	Iteration 4Q: 3 clusters Score -1707953 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1708176.875000 Penalty: 4745.076172
	Iteration 5Q: 3 clusters Score -1708177 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1708429.375000 Penalty: 4745.076172
	Iteration 6Q: 3 clusters Score -1708429 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1708769.250000 Penalty: 4745.076172
	Iteration 7Q: 3 clusters Score -1708769 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1709211.625000 Penalty: 4745.076172
	Iteration 8Q: 3 clusters Score -1709212 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1709701.000000 Penalty: 4745.076172
	Iteration 9Q: 3 clusters Score -1709701 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1710238.125000 Penalty: 4745.076172
	Iteration 10Q: 3 clusters Score -1710238 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1710767.375000 Penalty: 4745.076172
	Iteration 11Q: 3 clusters Score -1710767 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1711230.750000 Penalty: 4745.076172
	Iteration 12Q: 3 clusters Score -1711231 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1711568.125000 Penalty: 4745.076172
	Iteration 13Q: 3 clusters Score -1711568 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1711794.750000 Penalty: 4745.076172
	Iteration 14Q: 3 clusters Score -1711795 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1711925.875000 Penalty: 4745.076172
	Iteration 15Q: 3 clusters Score -1711926 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1711995.500000 Penalty: 4745.076172
	Iteration 16Q: 3 clusters Score -1711996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1712038.625000 Penalty: 4745.076172
	Iteration 17Q: 3 clusters Score -1712039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1712064.000000 Penalty: 4745.076172
	Iteration 18Q: 3 clusters Score -1712064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1712075.250000 Penalty: 4745.076172
	Iteration 19Q: 3 clusters Score -1712075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1712086.375000 Penalty: 4745.076172
	Iteration 20F: 3 clusters Score -1712086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1712088.250000 Penalty: 4745.076172
	Iteration 21Q: 3 clusters Score -1712088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1712092.250000 Penalty: 4745.076172
	Iteration 22Q: 3 clusters Score -1712092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1712097.250000 Penalty: 4745.076172
	Iteration 23Q: 3 clusters Score -1712097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1712100.750000 Penalty: 4745.076172
	Iteration 24Q: 3 clusters Score -1712101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1712104.500000 Penalty: 4745.076172
	Iteration 25Q: 3 clusters Score -1712104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1712111.125000 Penalty: 4745.076172
	Iteration 26Q: 3 clusters Score -1712111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1712117.500000 Penalty: 4745.076172
	Iteration 27Q: 3 clusters Score -1712118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1712117.625000 Penalty: 4745.076172
	Iteration 28Q: 3 clusters Score -1712118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1712123.000000 Penalty: 4745.076172
	Iteration 29Q: 3 clusters Score -1712123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1712131.500000 Penalty: 4745.076172
	Iteration 30Q: 3 clusters Score -1712132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1712136.500000 Penalty: 4745.076172
	Iteration 31Q: 3 clusters Score -1712136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1712146.375000 Penalty: 4745.076172
	Iteration 32Q: 3 clusters Score -1712146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1712151.500000 Penalty: 4745.076172
	Iteration 33Q: 3 clusters Score -1712152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1712166.375000 Penalty: 4745.076172
	Iteration 34Q: 3 clusters Score -1712166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1712168.500000 Penalty: 4745.076172
	Iteration 35Q: 3 clusters Score -1712168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1712168.875000 Penalty: 4745.076172
	Iteration 36Q: 3 clusters Score -1712169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1712172.000000 Penalty: 4745.076172
	Iteration 37Q: 3 clusters Score -1712172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1712174.125000 Penalty: 4745.076172
	Iteration 38Q: 3 clusters Score -1712174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1712175.375000 Penalty: 4745.076172
	Iteration 39Q: 3 clusters Score -1712175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1712178.250000 Penalty: 4745.076172
	Iteration 40F: 3 clusters Score -1712178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1712179.500000 Penalty: 4745.076172
	Iteration 41Q: 3 clusters Score -1712180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1712179.375000 Penalty: 4745.076172
	Iteration 42Q: 3 clusters Score -1712179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1712180.250000 Penalty: 4745.076172
	Iteration 43Q: 3 clusters Score -1712180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1712182.875000 Penalty: 4745.076172
	Iteration 44Q: 3 clusters Score -1712183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1712185.750000 Penalty: 4745.076172
	Iteration 45Q: 3 clusters Score -1712186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1712188.750000 Penalty: 4745.076172
	Iteration 46Q: 3 clusters Score -1712189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1712189.375000 Penalty: 4745.076172
	Iteration 47Q: 3 clusters Score -1712189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1712189.375000 Penalty: 4745.076172
	Iteration 48F: 3 clusters Score -1712189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Entering Unmasked Estep 
Score: -4785550.500000 Penalty: 2637.709961
	Iteration 0F: 2 clusters Score -4785550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -4757401.000000 Penalty: 5275.419922
	Iteration 0F: 3 clusters Score -4757401 nChanged 19056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -4768333.000000 Penalty: 5275.419922
	Iteration 1F: 3 clusters Score -4768333 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -4769511.000000 Penalty: 5275.419922
	Iteration 2F: 3 clusters Score -4769511 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -4770761.000000 Penalty: 5275.419922
	Iteration 3F: 3 clusters Score -4770761 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -4772096.500000 Penalty: 5275.419922
	Iteration 4F: 3 clusters Score -4772096 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -4773643.500000 Penalty: 5275.419922
	Iteration 5F: 3 clusters Score -4773644 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -4775294.000000 Penalty: 5275.419922
	Iteration 6F: 3 clusters Score -4775294 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4776859.000000 Penalty: 5275.419922
	Iteration 7F: 3 clusters Score -4776859 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -4778150.500000 Penalty: 5275.419922
	Iteration 8F: 3 clusters Score -4778150 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4779135.000000 Penalty: 5275.419922
	Iteration 9Q: 3 clusters Score -4779135 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -4780037.500000 Penalty: 5275.419922
	Iteration 10Q: 3 clusters Score -4780038 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -4781045.000000 Penalty: 5275.419922
	Iteration 11Q: 3 clusters Score -4781045 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -4782027.000000 Penalty: 5275.419922
	Iteration 12Q: 3 clusters Score -4782027 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4783004.500000 Penalty: 5275.419922
	Iteration 13Q: 3 clusters Score -4783004 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -4783794.500000 Penalty: 5275.419922
	Iteration 14Q: 3 clusters Score -4783794 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4784308.500000 Penalty: 5275.419922
	Iteration 15Q: 3 clusters Score -4784308 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4784620.500000 Penalty: 5275.419922
	Iteration 16Q: 3 clusters Score -4784620 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4784736.500000 Penalty: 5275.419922
	Iteration 17Q: 3 clusters Score -4784736 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4784805.000000 Penalty: 5275.419922
	Iteration 18Q: 3 clusters Score -4784805 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4784831.500000 Penalty: 5275.419922
	Iteration 19Q: 3 clusters Score -4784832 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4784849.000000 Penalty: 5275.419922
	Iteration 20F: 3 clusters Score -4784849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4784881.500000 Penalty: 5275.419922
	Iteration 21Q: 3 clusters Score -4784882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4784894.500000 Penalty: 5275.419922
	Iteration 22Q: 3 clusters Score -4784894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4784904.000000 Penalty: 5275.419922
	Iteration 23Q: 3 clusters Score -4784904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4784916.500000 Penalty: 5275.419922
	Iteration 24Q: 3 clusters Score -4784916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4784926.500000 Penalty: 5275.419922
	Iteration 25Q: 3 clusters Score -4784926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4784932.500000 Penalty: 5275.419922
	Iteration 26Q: 3 clusters Score -4784932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4784932.000000 Penalty: 5275.419922
	Iteration 27Q: 3 clusters Score -4784932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4784933.500000 Penalty: 5275.419922
	Iteration 28Q: 3 clusters Score -4784934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4784941.500000 Penalty: 5275.419922
	Iteration 29Q: 3 clusters Score -4784942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4784942.000000 Penalty: 5275.419922
	Iteration 30Q: 3 clusters Score -4784942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4784942.000000 Penalty: 5275.419922
	Iteration 31Q: 3 clusters Score -4784942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4784943.500000 Penalty: 5275.419922
	Iteration 32Q: 3 clusters Score -4784944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4784943.500000 Penalty: 5275.419922
	Iteration 33F: 3 clusters Score -4784944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Entering Unmasked Estep 
Score: -1292448.625000 Penalty: 2309.374512
	Iteration 0F: 2 clusters Score -1292449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1284096.000000 Penalty: 4618.749023
	Iteration 0F: 3 clusters Score -1284096 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1286572.125000 Penalty: 4618.749023
	Iteration 1F: 3 clusters Score -1286572 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1286937.000000 Penalty: 4618.749023
	Iteration 2F: 3 clusters Score -1286937 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1287256.875000 Penalty: 4618.749023
	Iteration 3F: 3 clusters Score -1287257 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1287569.250000 Penalty: 4618.749023
	Iteration 4F: 3 clusters Score -1287569 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1287860.875000 Penalty: 4618.749023
	Iteration 5Q: 3 clusters Score -1287861 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1288143.250000 Penalty: 4618.749023
	Iteration 6Q: 3 clusters Score -1288143 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1288470.500000 Penalty: 4618.749023
	Iteration 7Q: 3 clusters Score -1288470 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1288876.500000 Penalty: 4618.749023
	Iteration 8Q: 3 clusters Score -1288876 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1289305.625000 Penalty: 4618.749023
	Iteration 9Q: 3 clusters Score -1289306 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1289669.000000 Penalty: 4618.749023
	Iteration 10Q: 3 clusters Score -1289669 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1289898.250000 Penalty: 4618.749023
	Iteration 11Q: 3 clusters Score -1289898 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1290043.000000 Penalty: 4618.749023
	Iteration 12Q: 3 clusters Score -1290043 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1290163.625000 Penalty: 4618.749023
	Iteration 13Q: 3 clusters Score -1290164 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1290259.375000 Penalty: 4618.749023
	Iteration 14Q: 3 clusters Score -1290259 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1290335.625000 Penalty: 4618.749023
	Iteration 15Q: 3 clusters Score -1290336 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1290398.125000 Penalty: 4618.749023
	Iteration 16Q: 3 clusters Score -1290398 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1290454.500000 Penalty: 4618.749023
	Iteration 17Q: 3 clusters Score -1290454 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1290503.625000 Penalty: 4618.749023
	Iteration 18Q: 3 clusters Score -1290504 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1290543.750000 Penalty: 4618.749023
	Iteration 19Q: 3 clusters Score -1290544 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1290580.625000 Penalty: 4618.749023
	Iteration 20F: 3 clusters Score -1290581 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1290611.250000 Penalty: 4618.749023
	Iteration 21Q: 3 clusters Score -1290611 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1290632.375000 Penalty: 4618.749023
	Iteration 22Q: 3 clusters Score -1290632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1290648.375000 Penalty: 4618.749023
	Iteration 23Q: 3 clusters Score -1290648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1290663.625000 Penalty: 4618.749023
	Iteration 24Q: 3 clusters Score -1290664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1290679.875000 Penalty: 4618.749023
	Iteration 25Q: 3 clusters Score -1290680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1290690.500000 Penalty: 4618.749023
	Iteration 26Q: 3 clusters Score -1290690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1290700.250000 Penalty: 4618.749023
	Iteration 27Q: 3 clusters Score -1290700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1290709.500000 Penalty: 4618.749023
	Iteration 28Q: 3 clusters Score -1290710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1290718.500000 Penalty: 4618.749023
	Iteration 29Q: 3 clusters Score -1290718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1290725.250000 Penalty: 4618.749023
	Iteration 30Q: 3 clusters Score -1290725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1290734.750000 Penalty: 4618.749023
	Iteration 31Q: 3 clusters Score -1290735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1290741.625000 Penalty: 4618.749023
	Iteration 32Q: 3 clusters Score -1290742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1290745.500000 Penalty: 4618.749023
	Iteration 33Q: 3 clusters Score -1290746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1290749.875000 Penalty: 4618.749023
	Iteration 34Q: 3 clusters Score -1290750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1290753.750000 Penalty: 4618.749023
	Iteration 35Q: 3 clusters Score -1290754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1290755.875000 Penalty: 4618.749023
	Iteration 36Q: 3 clusters Score -1290756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1290764.875000 Penalty: 4618.749023
	Iteration 37Q: 3 clusters Score -1290765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1290764.250000 Penalty: 4618.749023
	Iteration 38Q: 3 clusters Score -1290764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1290768.625000 Penalty: 4618.749023
	Iteration 39Q: 3 clusters Score -1290769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1290770.125000 Penalty: 4618.749023
	Iteration 40F: 3 clusters Score -1290770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1290770.500000 Penalty: 4618.749023
	Iteration 41Q: 3 clusters Score -1290770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1290774.875000 Penalty: 4618.749023
	Iteration 42Q: 3 clusters Score -1290775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1290773.250000 Penalty: 4618.749023
	Iteration 43Q: 3 clusters Score -1290773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1290775.375000 Penalty: 4618.749023
	Iteration 44Q: 3 clusters Score -1290775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1290777.125000 Penalty: 4618.749023
	Iteration 45Q: 3 clusters Score -1290777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1290776.250000 Penalty: 4618.749023
	Iteration 46Q: 3 clusters Score -1290776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1290779.625000 Penalty: 4618.749023
	Iteration 47Q: 3 clusters Score -1290780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1290779.875000 Penalty: 4618.749023
	Iteration 48Q: 3 clusters Score -1290780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1290778.875000 Penalty: 4618.749023
	Iteration 49Q: 3 clusters Score -1290779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1290776.625000 Penalty: 4618.749023
	Iteration 50Q: 3 clusters Score -1290777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1290775.750000 Penalty: 4618.749023
	Iteration 51Q: 3 clusters Score -1290776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1290782.875000 Penalty: 4618.749023
	Iteration 52Q: 3 clusters Score -1290783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1290781.000000 Penalty: 4618.749023
	Iteration 53Q: 3 clusters Score -1290781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1290783.625000 Penalty: 4618.749023
	Iteration 54Q: 3 clusters Score -1290784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1290783.750000 Penalty: 4618.749023
	Iteration 55Q: 3 clusters Score -1290784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1290783.750000 Penalty: 4618.749023
	Iteration 56F: 3 clusters Score -1290784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (122801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122801 members 
Entering Unmasked Estep 
Score: -14741773.000000 Penalty: 2906.143555
	Iteration 0F: 2 clusters Score -1.474177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -14659598.000000 Penalty: 5812.287109
	Iteration 0F: 3 clusters Score -1.46596e+07 nChanged 58390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -14693296.000000 Penalty: 5812.287109
	Iteration 1F: 3 clusters Score -1.46933e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -14694376.000000 Penalty: 5812.287109
	Iteration 2Q: 3 clusters Score -1.469438e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70508 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -14695745.000000 Penalty: 5812.287109
	Iteration 3Q: 3 clusters Score -1.469574e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75473 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -14698168.000000 Penalty: 5812.287109
	Iteration 4Q: 3 clusters Score -1.469817e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82462 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -14702447.000000 Penalty: 5812.287109
	Iteration 5F: 3 clusters Score -1.470245e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91755 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -14709551.000000 Penalty: 5812.287109
	Iteration 6F: 3 clusters Score -1.470955e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -14719373.000000 Penalty: 5812.287109
	Iteration 7F: 3 clusters Score -1.471937e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -14728997.000000 Penalty: 5812.287109
	Iteration 8F: 3 clusters Score -1.4729e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118512 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -14735159.000000 Penalty: 5812.287109
	Iteration 9F: 3 clusters Score -1.473516e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121311 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -14737859.000000 Penalty: 5812.287109
	Iteration 10Q: 3 clusters Score -1.473786e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122225 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14738683.000000 Penalty: 5812.287109
	Iteration 11Q: 3 clusters Score -1.473868e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122464 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14738933.000000 Penalty: 5812.287109
	Iteration 12Q: 3 clusters Score -1.473893e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122525 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14739066.000000 Penalty: 5812.287109
	Iteration 13Q: 3 clusters Score -1.473907e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122544 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -14739116.000000 Penalty: 5812.287109
	Iteration 14Q: 3 clusters Score -1.473912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122547 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -14739144.000000 Penalty: 5812.287109
	Iteration 15Q: 3 clusters Score -1.473914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122552 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -14739165.000000 Penalty: 5812.287109
	Iteration 16Q: 3 clusters Score -1.473916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122553 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -14739181.000000 Penalty: 5812.287109
	Iteration 17Q: 3 clusters Score -1.473918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122554 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14739178.000000 Penalty: 5812.287109
	Iteration 18Q: 3 clusters Score -1.473918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -14739180.000000 Penalty: 5812.287109
	Iteration 19Q: 3 clusters Score -1.473918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -14739180.000000 Penalty: 5812.287109
	Iteration 20F: 3 clusters Score -1.473918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -80650.054688 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -80650.05 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 446 members 
Entering Unmasked Estep 
Score: -78883.789062 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -78883.79 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -79292.601562 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -79292.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79589.171875 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -79589.17 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79752.828125 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -79752.83 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79828.851562 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -79828.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79884.867188 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -79884.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79924.515625 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -79924.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -79947.828125 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -79947.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -79980.203125 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -79980.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -80009.570312 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -80009.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -80039.437500 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -80039.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -80064.843750 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -80064.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -80077.000000 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -80077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -80083.437500 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -80083.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -80084.882812 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -80084.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -80087.500000 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -80087.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -80088.640625 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -80088.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -80090.734375 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -80090.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -80090.734375 Penalty: 3347.965820
	Iteration 18F: 3 clusters Score -80090.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Entering Unmasked Estep 
Score: -1054170.250000 Penalty: 2260.584473
	Iteration 0F: 2 clusters Score -1054170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1047028.250000 Penalty: 4521.168945
	Iteration 0F: 3 clusters Score -1047028 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1049177.875000 Penalty: 4521.168945
	Iteration 1F: 3 clusters Score -1049178 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1049736.125000 Penalty: 4521.168945
	Iteration 2F: 3 clusters Score -1049736 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1050264.000000 Penalty: 4521.168945
	Iteration 3F: 3 clusters Score -1050264 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1050689.750000 Penalty: 4521.168945
	Iteration 4F: 3 clusters Score -1050690 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1051065.000000 Penalty: 4521.168945
	Iteration 5F: 3 clusters Score -1051065 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1051434.500000 Penalty: 4521.168945
	Iteration 6F: 3 clusters Score -1051434 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1051773.875000 Penalty: 4521.168945
	Iteration 7F: 3 clusters Score -1051774 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1052084.625000 Penalty: 4521.168945
	Iteration 8Q: 3 clusters Score -1052085 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1052380.125000 Penalty: 4521.168945
	Iteration 9Q: 3 clusters Score -1052380 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1052604.250000 Penalty: 4521.168945
	Iteration 10Q: 3 clusters Score -1052604 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1052775.125000 Penalty: 4521.168945
	Iteration 11Q: 3 clusters Score -1052775 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1052888.125000 Penalty: 4521.168945
	Iteration 12Q: 3 clusters Score -1052888 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1052959.125000 Penalty: 4521.168945
	Iteration 13Q: 3 clusters Score -1052959 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1052994.375000 Penalty: 4521.168945
	Iteration 14Q: 3 clusters Score -1052994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1053020.375000 Penalty: 4521.168945
	Iteration 15Q: 3 clusters Score -1053020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1053039.875000 Penalty: 4521.168945
	Iteration 16Q: 3 clusters Score -1053040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1053047.000000 Penalty: 4521.168945
	Iteration 17Q: 3 clusters Score -1053047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1053051.750000 Penalty: 4521.168945
	Iteration 18Q: 3 clusters Score -1053052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1053058.250000 Penalty: 4521.168945
	Iteration 19Q: 3 clusters Score -1053058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1053063.250000 Penalty: 4521.168945
	Iteration 20F: 3 clusters Score -1053063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1053071.250000 Penalty: 4521.168945
	Iteration 21Q: 3 clusters Score -1053071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1053071.375000 Penalty: 4521.168945
	Iteration 22Q: 3 clusters Score -1053071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1053074.125000 Penalty: 4521.168945
	Iteration 23Q: 3 clusters Score -1053074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1053079.125000 Penalty: 4521.168945
	Iteration 24Q: 3 clusters Score -1053079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1053084.375000 Penalty: 4521.168945
	Iteration 25Q: 3 clusters Score -1053084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1053090.250000 Penalty: 4521.168945
	Iteration 26Q: 3 clusters Score -1053090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1053092.125000 Penalty: 4521.168945
	Iteration 27Q: 3 clusters Score -1053092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1053095.250000 Penalty: 4521.168945
	Iteration 28Q: 3 clusters Score -1053095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1053100.875000 Penalty: 4521.168945
	Iteration 29Q: 3 clusters Score -1053101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1053104.625000 Penalty: 4521.168945
	Iteration 30Q: 3 clusters Score -1053105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1053107.750000 Penalty: 4521.168945
	Iteration 31Q: 3 clusters Score -1053108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1053108.000000 Penalty: 4521.168945
	Iteration 32Q: 3 clusters Score -1053108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1053106.000000 Penalty: 4521.168945
	Iteration 33Q: 3 clusters Score -1053106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1053109.250000 Penalty: 4521.168945
	Iteration 34Q: 3 clusters Score -1053109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1053110.000000 Penalty: 4521.168945
	Iteration 35Q: 3 clusters Score -1053110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1053109.250000 Penalty: 4521.168945
	Iteration 36Q: 3 clusters Score -1053109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1053111.375000 Penalty: 4521.168945
	Iteration 37Q: 3 clusters Score -1053111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1053110.750000 Penalty: 4521.168945
	Iteration 38Q: 3 clusters Score -1053111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1053111.125000 Penalty: 4521.168945
	Iteration 39Q: 3 clusters Score -1053111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1053112.625000 Penalty: 4521.168945
	Iteration 40F: 3 clusters Score -1053113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1053114.000000 Penalty: 4521.168945
	Iteration 41Q: 3 clusters Score -1053114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1053114.000000 Penalty: 4521.168945
	Iteration 42F: 3 clusters Score -1053114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 212495 members 
Mstep: Class 2 contains 21290 members 
Mstep: Class 3 contains 6865 members 
Mstep: Class 4 contains 20104 members 
Mstep: Class 5 contains 7056 members 
Mstep: Class 6 contains 32390 members 
Mstep: Class 7 contains 14247 members 
Mstep: Class 8 contains 144825 members 
Mstep: Class 9 contains 6240 members 
Mstep: Class 10 contains 174872 members 
Mstep: Class 11 contains 175448 members 
Mstep: Class 12 contains 3463 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 40615 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4992 members 
Mstep: Class 17 contains 44490 members 
Mstep: Class 18 contains 39104 members 
Mstep: Class 19 contains 6930 members 
Mstep: Class 20 contains 15596 members 
Mstep: Class 21 contains 8627 members 
Mstep: Class 22 contains 57937 members 
Mstep: Class 23 contains 14281 members 
Mstep: Class 24 contains 41603 members 
Mstep: Class 25 contains 11070 members 
Mstep: Class 26 contains 122801 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156071248.000000 Penalty: 104997.734375
Iteration 79Q: 31 clusters Score -1.560712e+08 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 212695 members 
Mstep: Class 2 contains 21444 members 
Mstep: Class 3 contains 6943 members 
Mstep: Class 4 contains 20147 members 
Mstep: Class 5 contains 7119 members 
Mstep: Class 6 contains 32377 members 
Mstep: Class 7 contains 14046 members 
Mstep: Class 8 contains 144821 members 
Mstep: Class 9 contains 6253 members 
Mstep: Class 10 contains 174875 members 
Mstep: Class 11 contains 174694 members 
Mstep: Class 12 contains 3469 members 
Mstep: Class 13 contains 5756 members 
Mstep: Class 14 contains 40577 members 
Mstep: Class 15 contains 94724 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 44651 members 
Mstep: Class 18 contains 39089 members 
Mstep: Class 19 contains 7024 members 
Mstep: Class 20 contains 15642 members 
Mstep: Class 21 contains 8623 members 
Mstep: Class 22 contains 57906 members 
Mstep: Class 23 contains 14325 members 
Mstep: Class 24 contains 41548 members 
Mstep: Class 25 contains 11089 members 
Mstep: Class 26 contains 123250 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 9096 members 
Mstep: Class 29 contains 4173 members 
Mstep: Class 30 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156072992.000000 Penalty: 104997.734375
Iteration 80F: 31 clusters Score -1.56073e+08 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 212886 members 
Mstep: Class 2 contains 21601 members 
Mstep: Class 3 contains 6934 members 
Mstep: Class 4 contains 20114 members 
Mstep: Class 5 contains 7132 members 
Mstep: Class 6 contains 32354 members 
Mstep: Class 7 contains 13988 members 
Mstep: Class 8 contains 144815 members 
Mstep: Class 9 contains 6249 members 
Mstep: Class 10 contains 174851 members 
Mstep: Class 11 contains 173668 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 5750 members 
Mstep: Class 14 contains 40546 members 
Mstep: Class 15 contains 94718 members 
Mstep: Class 16 contains 4992 members 
Mstep: Class 17 contains 44548 members 
Mstep: Class 18 contains 38991 members 
Mstep: Class 19 contains 6876 members 
Mstep: Class 20 contains 15689 members 
Mstep: Class 21 contains 8618 members 
Mstep: Class 22 contains 57865 members 
Mstep: Class 23 contains 14371 members 
Mstep: Class 24 contains 41495 members 
Mstep: Class 25 contains 11089 members 
Mstep: Class 26 contains 123658 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 9066 members 
Mstep: Class 29 contains 4788 members 
Mstep: Class 30 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156073408.000000 Penalty: 104997.734375
Iteration 81Q: 31 clusters Score -1.560734e+08 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213068 members 
Mstep: Class 2 contains 21752 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 20088 members 
Mstep: Class 5 contains 7143 members 
Mstep: Class 6 contains 32342 members 
Mstep: Class 7 contains 13988 members 
Mstep: Class 8 contains 144804 members 
Mstep: Class 9 contains 6246 members 
Mstep: Class 10 contains 174801 members 
Mstep: Class 11 contains 172898 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 5755 members 
Mstep: Class 14 contains 40498 members 
Mstep: Class 15 contains 94705 members 
Mstep: Class 16 contains 4991 members 
Mstep: Class 17 contains 44472 members 
Mstep: Class 18 contains 38914 members 
Mstep: Class 19 contains 6797 members 
Mstep: Class 20 contains 15728 members 
Mstep: Class 21 contains 8615 members 
Mstep: Class 22 contains 57819 members 
Mstep: Class 23 contains 14411 members 
Mstep: Class 24 contains 41452 members 
Mstep: Class 25 contains 11092 members 
Mstep: Class 26 contains 124134 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 9043 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 4005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156074352.000000 Penalty: 104997.734375
Iteration 82Q: 31 clusters Score -1.560744e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213233 members 
Mstep: Class 2 contains 21898 members 
Mstep: Class 3 contains 6930 members 
Mstep: Class 4 contains 20067 members 
Mstep: Class 5 contains 7147 members 
Mstep: Class 6 contains 32341 members 
Mstep: Class 7 contains 13988 members 
Mstep: Class 8 contains 144815 members 
Mstep: Class 9 contains 6250 members 
Mstep: Class 10 contains 174734 members 
Mstep: Class 11 contains 172141 members 
Mstep: Class 12 contains 3473 members 
Mstep: Class 13 contains 5747 members 
Mstep: Class 14 contains 40454 members 
Mstep: Class 15 contains 94699 members 
Mstep: Class 16 contains 4991 members 
Mstep: Class 17 contains 44413 members 
Mstep: Class 18 contains 38868 members 
Mstep: Class 19 contains 6750 members 
Mstep: Class 20 contains 15765 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 57788 members 
Mstep: Class 23 contains 14468 members 
Mstep: Class 24 contains 41409 members 
Mstep: Class 25 contains 11095 members 
Mstep: Class 26 contains 124638 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 9016 members 
Mstep: Class 29 contains 5316 members 
Mstep: Class 30 contains 4025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156074944.000000 Penalty: 104997.734375
Iteration 83Q: 31 clusters Score -1.560749e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213406 members 
Mstep: Class 2 contains 22041 members 
Mstep: Class 3 contains 6929 members 
Mstep: Class 4 contains 20065 members 
Mstep: Class 5 contains 7152 members 
Mstep: Class 6 contains 32332 members 
Mstep: Class 7 contains 13988 members 
Mstep: Class 8 contains 144826 members 
Mstep: Class 9 contains 6241 members 
Mstep: Class 10 contains 174689 members 
Mstep: Class 11 contains 171329 members 
Mstep: Class 12 contains 3476 members 
Mstep: Class 13 contains 5730 members 
Mstep: Class 14 contains 40421 members 
Mstep: Class 15 contains 94699 members 
Mstep: Class 16 contains 4991 members 
Mstep: Class 17 contains 44382 members 
Mstep: Class 18 contains 38823 members 
Mstep: Class 19 contains 6735 members 
Mstep: Class 20 contains 15786 members 
Mstep: Class 21 contains 8607 members 
Mstep: Class 22 contains 57759 members 
Mstep: Class 23 contains 14515 members 
Mstep: Class 24 contains 41383 members 
Mstep: Class 25 contains 11098 members 
Mstep: Class 26 contains 125183 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 5468 members 
Mstep: Class 30 contains 4027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156075072.000000 Penalty: 104997.734375
Iteration 84Q: 31 clusters Score -1.560751e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213573 members 
Mstep: Class 2 contains 22181 members 
Mstep: Class 3 contains 6923 members 
Mstep: Class 4 contains 20064 members 
Mstep: Class 5 contains 7156 members 
Mstep: Class 6 contains 32333 members 
Mstep: Class 7 contains 13986 members 
Mstep: Class 8 contains 144810 members 
Mstep: Class 9 contains 6240 members 
Mstep: Class 10 contains 174652 members 
Mstep: Class 11 contains 170539 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5717 members 
Mstep: Class 14 contains 40391 members 
Mstep: Class 15 contains 94705 members 
Mstep: Class 16 contains 4991 members 
Mstep: Class 17 contains 44350 members 
Mstep: Class 18 contains 38773 members 
Mstep: Class 19 contains 6710 members 
Mstep: Class 20 contains 15804 members 
Mstep: Class 21 contains 8600 members 
Mstep: Class 22 contains 57741 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 41381 members 
Mstep: Class 25 contains 11103 members 
Mstep: Class 26 contains 125735 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8973 members 
Mstep: Class 29 contains 5583 members 
Mstep: Class 30 contains 4027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156075744.000000 Penalty: 104997.734375
Iteration 85Q: 31 clusters Score -1.560757e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213716 members 
Mstep: Class 2 contains 22304 members 
Mstep: Class 3 contains 6921 members 
Mstep: Class 4 contains 20053 members 
Mstep: Class 5 contains 7159 members 
Mstep: Class 6 contains 32321 members 
Mstep: Class 7 contains 13985 members 
Mstep: Class 8 contains 144785 members 
Mstep: Class 9 contains 6233 members 
Mstep: Class 10 contains 174628 members 
Mstep: Class 11 contains 169754 members 
Mstep: Class 12 contains 3481 members 
Mstep: Class 13 contains 5704 members 
Mstep: Class 14 contains 40367 members 
Mstep: Class 15 contains 94708 members 
Mstep: Class 16 contains 4990 members 
Mstep: Class 17 contains 44301 members 
Mstep: Class 18 contains 38725 members 
Mstep: Class 19 contains 6701 members 
Mstep: Class 20 contains 15830 members 
Mstep: Class 21 contains 8594 members 
Mstep: Class 22 contains 57709 members 
Mstep: Class 23 contains 14578 members 
Mstep: Class 24 contains 41374 members 
Mstep: Class 25 contains 11107 members 
Mstep: Class 26 contains 126371 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8960 members 
Mstep: Class 29 contains 5678 members 
Mstep: Class 30 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156075536.000000 Penalty: 104997.734375
Iteration 86Q: 31 clusters Score -1.560755e+08 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213860 members 
Mstep: Class 2 contains 22407 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20047 members 
Mstep: Class 5 contains 7160 members 
Mstep: Class 6 contains 32314 members 
Mstep: Class 7 contains 13981 members 
Mstep: Class 8 contains 144759 members 
Mstep: Class 9 contains 6230 members 
Mstep: Class 10 contains 174604 members 
Mstep: Class 11 contains 169034 members 
Mstep: Class 12 contains 3482 members 
Mstep: Class 13 contains 5704 members 
Mstep: Class 14 contains 40336 members 
Mstep: Class 15 contains 94714 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44273 members 
Mstep: Class 18 contains 38705 members 
Mstep: Class 19 contains 6687 members 
Mstep: Class 20 contains 15854 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 57683 members 
Mstep: Class 23 contains 14607 members 
Mstep: Class 24 contains 41375 members 
Mstep: Class 25 contains 11102 members 
Mstep: Class 26 contains 126937 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8944 members 
Mstep: Class 29 contains 5743 members 
Mstep: Class 30 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156076160.000000 Penalty: 104997.734375
Iteration 87Q: 31 clusters Score -1.560762e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213980 members 
Mstep: Class 2 contains 22509 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20039 members 
Mstep: Class 5 contains 7163 members 
Mstep: Class 6 contains 32302 members 
Mstep: Class 7 contains 13983 members 
Mstep: Class 8 contains 144725 members 
Mstep: Class 9 contains 6225 members 
Mstep: Class 10 contains 174542 members 
Mstep: Class 11 contains 168317 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 5709 members 
Mstep: Class 14 contains 40327 members 
Mstep: Class 15 contains 94714 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44263 members 
Mstep: Class 18 contains 38671 members 
Mstep: Class 19 contains 6710 members 
Mstep: Class 20 contains 15866 members 
Mstep: Class 21 contains 8585 members 
Mstep: Class 22 contains 57643 members 
Mstep: Class 23 contains 14646 members 
Mstep: Class 24 contains 41377 members 
Mstep: Class 25 contains 11103 members 
Mstep: Class 26 contains 127541 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8940 members 
Mstep: Class 29 contains 5773 members 
Mstep: Class 30 contains 4032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156076096.000000 Penalty: 104997.734375
Iteration 88Q: 31 clusters Score -1.560761e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 214113 members 
Mstep: Class 2 contains 22612 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20038 members 
Mstep: Class 5 contains 7173 members 
Mstep: Class 6 contains 32285 members 
Mstep: Class 7 contains 13982 members 
Mstep: Class 8 contains 144690 members 
Mstep: Class 9 contains 6220 members 
Mstep: Class 10 contains 174496 members 
Mstep: Class 11 contains 167625 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 5702 members 
Mstep: Class 14 contains 40321 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44258 members 
Mstep: Class 18 contains 38655 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 15872 members 
Mstep: Class 21 contains 8579 members 
Mstep: Class 22 contains 57620 members 
Mstep: Class 23 contains 14672 members 
Mstep: Class 24 contains 41367 members 
Mstep: Class 25 contains 11113 members 
Mstep: Class 26 contains 128073 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8933 members 
Mstep: Class 29 contains 5818 members 
Mstep: Class 30 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156075936.000000 Penalty: 104997.734375
Iteration 89Q: 31 clusters Score -1.560759e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 214264 members 
Mstep: Class 2 contains 22699 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20041 members 
Mstep: Class 5 contains 7186 members 
Mstep: Class 6 contains 32272 members 
Mstep: Class 7 contains 13984 members 
Mstep: Class 8 contains 144623 members 
Mstep: Class 9 contains 6215 members 
Mstep: Class 10 contains 174456 members 
Mstep: Class 11 contains 166940 members 
Mstep: Class 12 contains 3488 members 
Mstep: Class 13 contains 5694 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 94722 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44247 members 
Mstep: Class 18 contains 38646 members 
Mstep: Class 19 contains 6752 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 8577 members 
Mstep: Class 22 contains 57595 members 
Mstep: Class 23 contains 14694 members 
Mstep: Class 24 contains 41358 members 
Mstep: Class 25 contains 11114 members 
Mstep: Class 26 contains 128606 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8927 members 
Mstep: Class 29 contains 5853 members 
Mstep: Class 30 contains 4026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156075840.000000 Penalty: 104997.734375
Iteration 90Q: 31 clusters Score -1.560758e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 214415 members 
Mstep: Class 2 contains 22772 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20042 members 
Mstep: Class 5 contains 7192 members 
Mstep: Class 6 contains 32258 members 
Mstep: Class 7 contains 13984 members 
Mstep: Class 8 contains 144595 members 
Mstep: Class 9 contains 6207 members 
Mstep: Class 10 contains 174419 members 
Mstep: Class 11 contains 166255 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 5695 members 
Mstep: Class 14 contains 40301 members 
Mstep: Class 15 contains 94726 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44244 members 
Mstep: Class 18 contains 38626 members 
Mstep: Class 19 contains 6779 members 
Mstep: Class 20 contains 15892 members 
Mstep: Class 21 contains 8573 members 
Mstep: Class 22 contains 57581 members 
Mstep: Class 23 contains 14715 members 
Mstep: Class 24 contains 41358 members 
Mstep: Class 25 contains 11112 members 
Mstep: Class 26 contains 129119 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8924 members 
Mstep: Class 29 contains 5875 members 
Mstep: Class 30 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156076032.000000 Penalty: 104997.734375
Iteration 91Q: 31 clusters Score -1.56076e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 214566 members 
Mstep: Class 2 contains 22843 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20038 members 
Mstep: Class 5 contains 7199 members 
Mstep: Class 6 contains 32257 members 
Mstep: Class 7 contains 13984 members 
Mstep: Class 8 contains 144563 members 
Mstep: Class 9 contains 6201 members 
Mstep: Class 10 contains 174372 members 
Mstep: Class 11 contains 165601 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 5689 members 
Mstep: Class 14 contains 40293 members 
Mstep: Class 15 contains 94726 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44248 members 
Mstep: Class 18 contains 38611 members 
Mstep: Class 19 contains 6785 members 
Mstep: Class 20 contains 15901 members 
Mstep: Class 21 contains 8565 members 
Mstep: Class 22 contains 57559 members 
Mstep: Class 23 contains 14738 members 
Mstep: Class 24 contains 41360 members 
Mstep: Class 25 contains 11119 members 
Mstep: Class 26 contains 129624 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8923 members 
Mstep: Class 29 contains 5889 members 
Mstep: Class 30 contains 4025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156076720.000000 Penalty: 104997.734375
Iteration 92Q: 31 clusters Score -1.560767e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 214692 members 
Mstep: Class 2 contains 22906 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 20041 members 
Mstep: Class 5 contains 7202 members 
Mstep: Class 6 contains 32254 members 
Mstep: Class 7 contains 13985 members 
Mstep: Class 8 contains 144525 members 
Mstep: Class 9 contains 6193 members 
Mstep: Class 10 contains 174340 members 
Mstep: Class 11 contains 164969 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 5688 members 
Mstep: Class 14 contains 40281 members 
Mstep: Class 15 contains 94726 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44251 members 
Mstep: Class 18 contains 38589 members 
Mstep: Class 19 contains 6795 members 
Mstep: Class 20 contains 15896 members 
Mstep: Class 21 contains 8559 members 
Mstep: Class 22 contains 57537 members 
Mstep: Class 23 contains 14770 members 
Mstep: Class 24 contains 41355 members 
Mstep: Class 25 contains 11125 members 
Mstep: Class 26 contains 130149 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 5899 members 
Mstep: Class 30 contains 4031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156076608.000000 Penalty: 104997.734375
Iteration 93Q: 31 clusters Score -1.560766e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 214805 members 
Mstep: Class 2 contains 22975 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20040 members 
Mstep: Class 5 contains 7207 members 
Mstep: Class 6 contains 32239 members 
Mstep: Class 7 contains 13981 members 
Mstep: Class 8 contains 144482 members 
Mstep: Class 9 contains 6179 members 
Mstep: Class 10 contains 174309 members 
Mstep: Class 11 contains 164381 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 5687 members 
Mstep: Class 14 contains 40267 members 
Mstep: Class 15 contains 94731 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44247 members 
Mstep: Class 18 contains 38577 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 15887 members 
Mstep: Class 21 contains 8556 members 
Mstep: Class 22 contains 57513 members 
Mstep: Class 23 contains 14795 members 
Mstep: Class 24 contains 41363 members 
Mstep: Class 25 contains 11129 members 
Mstep: Class 26 contains 130653 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8920 members 
Mstep: Class 29 contains 5911 members 
Mstep: Class 30 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156076912.000000 Penalty: 104997.734375
Iteration 94Q: 31 clusters Score -1.560769e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 214900 members 
Mstep: Class 2 contains 23043 members 
Mstep: Class 3 contains 6921 members 
Mstep: Class 4 contains 20042 members 
Mstep: Class 5 contains 7214 members 
Mstep: Class 6 contains 32227 members 
Mstep: Class 7 contains 13979 members 
Mstep: Class 8 contains 144449 members 
Mstep: Class 9 contains 6169 members 
Mstep: Class 10 contains 174290 members 
Mstep: Class 11 contains 163860 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 5689 members 
Mstep: Class 14 contains 40255 members 
Mstep: Class 15 contains 94734 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44247 members 
Mstep: Class 18 contains 38542 members 
Mstep: Class 19 contains 6801 members 
Mstep: Class 20 contains 15876 members 
Mstep: Class 21 contains 8556 members 
Mstep: Class 22 contains 57488 members 
Mstep: Class 23 contains 14821 members 
Mstep: Class 24 contains 41365 members 
Mstep: Class 25 contains 11126 members 
Mstep: Class 26 contains 131128 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 5925 members 
Mstep: Class 30 contains 4041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156076784.000000 Penalty: 104997.734375
Iteration 95Q: 31 clusters Score -1.560768e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215009 members 
Mstep: Class 2 contains 23095 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 20044 members 
Mstep: Class 5 contains 7216 members 
Mstep: Class 6 contains 32215 members 
Mstep: Class 7 contains 13976 members 
Mstep: Class 8 contains 144430 members 
Mstep: Class 9 contains 6170 members 
Mstep: Class 10 contains 174277 members 
Mstep: Class 11 contains 163387 members 
Mstep: Class 12 contains 3488 members 
Mstep: Class 13 contains 5687 members 
Mstep: Class 14 contains 40246 members 
Mstep: Class 15 contains 94739 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44249 members 
Mstep: Class 18 contains 38519 members 
Mstep: Class 19 contains 6797 members 
Mstep: Class 20 contains 15863 members 
Mstep: Class 21 contains 8555 members 
Mstep: Class 22 contains 57455 members 
Mstep: Class 23 contains 14854 members 
Mstep: Class 24 contains 41376 members 
Mstep: Class 25 contains 11124 members 
Mstep: Class 26 contains 131505 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8902 members 
Mstep: Class 29 contains 5940 members 
Mstep: Class 30 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156077152.000000 Penalty: 104997.734375
Iteration 96Q: 31 clusters Score -1.560772e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215104 members 
Mstep: Class 2 contains 23145 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 7219 members 
Mstep: Class 6 contains 32208 members 
Mstep: Class 7 contains 13975 members 
Mstep: Class 8 contains 144420 members 
Mstep: Class 9 contains 6172 members 
Mstep: Class 10 contains 174255 members 
Mstep: Class 11 contains 162966 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 5686 members 
Mstep: Class 14 contains 40230 members 
Mstep: Class 15 contains 94743 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44249 members 
Mstep: Class 18 contains 38506 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 15861 members 
Mstep: Class 21 contains 8554 members 
Mstep: Class 22 contains 57432 members 
Mstep: Class 23 contains 14884 members 
Mstep: Class 24 contains 41386 members 
Mstep: Class 25 contains 11116 members 
Mstep: Class 26 contains 131826 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8903 members 
Mstep: Class 29 contains 5952 members 
Mstep: Class 30 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156076944.000000 Penalty: 104997.734375
Iteration 97Q: 31 clusters Score -1.560769e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215213 members 
Mstep: Class 2 contains 23188 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20047 members 
Mstep: Class 5 contains 7221 members 
Mstep: Class 6 contains 32200 members 
Mstep: Class 7 contains 13977 members 
Mstep: Class 8 contains 144403 members 
Mstep: Class 9 contains 6170 members 
Mstep: Class 10 contains 174248 members 
Mstep: Class 11 contains 162556 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 5686 members 
Mstep: Class 14 contains 40207 members 
Mstep: Class 15 contains 94742 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44251 members 
Mstep: Class 18 contains 38502 members 
Mstep: Class 19 contains 6789 members 
Mstep: Class 20 contains 15856 members 
Mstep: Class 21 contains 8553 members 
Mstep: Class 22 contains 57405 members 
Mstep: Class 23 contains 14915 members 
Mstep: Class 24 contains 41388 members 
Mstep: Class 25 contains 11112 members 
Mstep: Class 26 contains 132132 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 5960 members 
Mstep: Class 30 contains 4055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156077168.000000 Penalty: 104997.734375
Iteration 98Q: 31 clusters Score -1.560772e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215297 members 
Mstep: Class 2 contains 23224 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 20047 members 
Mstep: Class 5 contains 7217 members 
Mstep: Class 6 contains 32197 members 
Mstep: Class 7 contains 13977 members 
Mstep: Class 8 contains 144404 members 
Mstep: Class 9 contains 6172 members 
Mstep: Class 10 contains 174213 members 
Mstep: Class 11 contains 162178 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 5685 members 
Mstep: Class 14 contains 40187 members 
Mstep: Class 15 contains 94728 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44257 members 
Mstep: Class 18 contains 38483 members 
Mstep: Class 19 contains 6789 members 
Mstep: Class 20 contains 15855 members 
Mstep: Class 21 contains 8551 members 
Mstep: Class 22 contains 57389 members 
Mstep: Class 23 contains 14940 members 
Mstep: Class 24 contains 41397 members 
Mstep: Class 25 contains 11108 members 
Mstep: Class 26 contains 132451 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8897 members 
Mstep: Class 29 contains 5966 members 
Mstep: Class 30 contains 4068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156077344.000000 Penalty: 104997.734375
Iteration 99Q: 31 clusters Score -1.560773e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215373 members 
Mstep: Class 2 contains 23262 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 20050 members 
Mstep: Class 5 contains 7214 members 
Mstep: Class 6 contains 32201 members 
Mstep: Class 7 contains 13977 members 
Mstep: Class 8 contains 144405 members 
Mstep: Class 9 contains 6171 members 
Mstep: Class 10 contains 174178 members 
Mstep: Class 11 contains 161812 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 5687 members 
Mstep: Class 14 contains 40170 members 
Mstep: Class 15 contains 94726 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44251 members 
Mstep: Class 18 contains 38476 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 15851 members 
Mstep: Class 21 contains 8550 members 
Mstep: Class 22 contains 57374 members 
Mstep: Class 23 contains 14958 members 
Mstep: Class 24 contains 41401 members 
Mstep: Class 25 contains 11106 members 
Mstep: Class 26 contains 132752 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8895 members 
Mstep: Class 29 contains 5974 members 
Mstep: Class 30 contains 4076 members 
Entering Unmasked Estep 
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Iteration 100F: 31 clusters Score -1.560776e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215419 members 
Mstep: Class 2 contains 23304 members 
Mstep: Class 3 contains 6918 members 
Mstep: Class 4 contains 20050 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 32205 members 
Mstep: Class 7 contains 13975 members 
Mstep: Class 8 contains 144386 members 
Mstep: Class 9 contains 6171 members 
Mstep: Class 10 contains 174147 members 
Mstep: Class 11 contains 161481 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 5688 members 
Mstep: Class 14 contains 40156 members 
Mstep: Class 15 contains 94728 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44249 members 
Mstep: Class 18 contains 38463 members 
Mstep: Class 19 contains 6771 members 
Mstep: Class 20 contains 15846 members 
Mstep: Class 21 contains 8550 members 
Mstep: Class 22 contains 57360 members 
Mstep: Class 23 contains 14978 members 
Mstep: Class 24 contains 41410 members 
Mstep: Class 25 contains 11104 members 
Mstep: Class 26 contains 133058 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8898 members 
Mstep: Class 29 contains 5981 members 
Mstep: Class 30 contains 4091 members 
Entering Unmasked Estep 
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Iteration 101Q: 31 clusters Score -1.560777e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215462 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 20052 members 
Mstep: Class 5 contains 7202 members 
Mstep: Class 6 contains 32209 members 
Mstep: Class 7 contains 13975 members 
Mstep: Class 8 contains 144367 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 174113 members 
Mstep: Class 11 contains 161157 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 5688 members 
Mstep: Class 14 contains 40154 members 
Mstep: Class 15 contains 94731 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44249 members 
Mstep: Class 18 contains 38451 members 
Mstep: Class 19 contains 6759 members 
Mstep: Class 20 contains 15840 members 
Mstep: Class 21 contains 8550 members 
Mstep: Class 22 contains 57355 members 
Mstep: Class 23 contains 14998 members 
Mstep: Class 24 contains 41422 members 
Mstep: Class 25 contains 11103 members 
Mstep: Class 26 contains 133348 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8895 members 
Mstep: Class 29 contains 5987 members 
Mstep: Class 30 contains 4105 members 
Entering Unmasked Estep 
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Iteration 102Q: 31 clusters Score -1.560778e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215535 members 
Mstep: Class 2 contains 23355 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20056 members 
Mstep: Class 5 contains 7199 members 
Mstep: Class 6 contains 32218 members 
Mstep: Class 7 contains 13976 members 
Mstep: Class 8 contains 144356 members 
Mstep: Class 9 contains 6163 members 
Mstep: Class 10 contains 174095 members 
Mstep: Class 11 contains 160810 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 5692 members 
Mstep: Class 14 contains 40138 members 
Mstep: Class 15 contains 94737 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44246 members 
Mstep: Class 18 contains 38444 members 
Mstep: Class 19 contains 6743 members 
Mstep: Class 20 contains 15840 members 
Mstep: Class 21 contains 8549 members 
Mstep: Class 22 contains 57349 members 
Mstep: Class 23 contains 15019 members 
Mstep: Class 24 contains 41426 members 
Mstep: Class 25 contains 11100 members 
Mstep: Class 26 contains 133630 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8893 members 
Mstep: Class 29 contains 5994 members 
Mstep: Class 30 contains 4114 members 
Entering Unmasked Estep 
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Iteration 103Q: 31 clusters Score -1.560779e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215632 members 
Mstep: Class 2 contains 23370 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20053 members 
Mstep: Class 5 contains 7198 members 
Mstep: Class 6 contains 32219 members 
Mstep: Class 7 contains 13976 members 
Mstep: Class 8 contains 144352 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 174062 members 
Mstep: Class 11 contains 160473 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 5695 members 
Mstep: Class 14 contains 40120 members 
Mstep: Class 15 contains 94740 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44243 members 
Mstep: Class 18 contains 38429 members 
Mstep: Class 19 contains 6731 members 
Mstep: Class 20 contains 15845 members 
Mstep: Class 21 contains 8548 members 
Mstep: Class 22 contains 57341 members 
Mstep: Class 23 contains 15028 members 
Mstep: Class 24 contains 41435 members 
Mstep: Class 25 contains 11094 members 
Mstep: Class 26 contains 133906 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8894 members 
Mstep: Class 29 contains 6000 members 
Mstep: Class 30 contains 4128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156077856.000000 Penalty: 104997.734375
Iteration 104Q: 31 clusters Score -1.560779e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215724 members 
Mstep: Class 2 contains 23384 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20049 members 
Mstep: Class 5 contains 7195 members 
Mstep: Class 6 contains 32218 members 
Mstep: Class 7 contains 13976 members 
Mstep: Class 8 contains 144353 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 174036 members 
Mstep: Class 11 contains 160135 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 5694 members 
Mstep: Class 14 contains 40105 members 
Mstep: Class 15 contains 94739 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44243 members 
Mstep: Class 18 contains 38413 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 15842 members 
Mstep: Class 21 contains 8546 members 
Mstep: Class 22 contains 57329 members 
Mstep: Class 23 contains 15048 members 
Mstep: Class 24 contains 41445 members 
Mstep: Class 25 contains 11093 members 
Mstep: Class 26 contains 134188 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8895 members 
Mstep: Class 29 contains 6002 members 
Mstep: Class 30 contains 4134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156078048.000000 Penalty: 104997.734375
Iteration 105Q: 31 clusters Score -1.56078e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215810 members 
Mstep: Class 2 contains 23398 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20048 members 
Mstep: Class 5 contains 7194 members 
Mstep: Class 6 contains 32217 members 
Mstep: Class 7 contains 13975 members 
Mstep: Class 8 contains 144348 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 174024 members 
Mstep: Class 11 contains 159809 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 5697 members 
Mstep: Class 14 contains 40104 members 
Mstep: Class 15 contains 94735 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44244 members 
Mstep: Class 18 contains 38393 members 
Mstep: Class 19 contains 6717 members 
Mstep: Class 20 contains 15840 members 
Mstep: Class 21 contains 8546 members 
Mstep: Class 22 contains 57322 members 
Mstep: Class 23 contains 15066 members 
Mstep: Class 24 contains 41450 members 
Mstep: Class 25 contains 11095 members 
Mstep: Class 26 contains 134445 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8891 members 
Mstep: Class 29 contains 6003 members 
Mstep: Class 30 contains 4139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156078464.000000 Penalty: 104997.734375
Iteration 106Q: 31 clusters Score -1.560785e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215888 members 
Mstep: Class 2 contains 23412 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 7194 members 
Mstep: Class 6 contains 32214 members 
Mstep: Class 7 contains 13975 members 
Mstep: Class 8 contains 144341 members 
Mstep: Class 9 contains 6163 members 
Mstep: Class 10 contains 174002 members 
Mstep: Class 11 contains 159494 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 5698 members 
Mstep: Class 14 contains 40095 members 
Mstep: Class 15 contains 94735 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44244 members 
Mstep: Class 18 contains 38379 members 
Mstep: Class 19 contains 6715 members 
Mstep: Class 20 contains 15836 members 
Mstep: Class 21 contains 8545 members 
Mstep: Class 22 contains 57316 members 
Mstep: Class 23 contains 15078 members 
Mstep: Class 24 contains 41455 members 
Mstep: Class 25 contains 11091 members 
Mstep: Class 26 contains 134722 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 8889 members 
Mstep: Class 29 contains 6004 members 
Mstep: Class 30 contains 4144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156078384.000000 Penalty: 104997.734375
Iteration 107Q: 31 clusters Score -1.560784e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215953 members 
Mstep: Class 2 contains 23423 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20044 members 
Mstep: Class 5 contains 7192 members 
Mstep: Class 6 contains 32211 members 
Mstep: Class 7 contains 13973 members 
Mstep: Class 8 contains 144340 members 
Mstep: Class 9 contains 6162 members 
Mstep: Class 10 contains 173978 members 
Mstep: Class 11 contains 159225 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 5697 members 
Mstep: Class 14 contains 40091 members 
Mstep: Class 15 contains 94734 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44245 members 
Mstep: Class 18 contains 38361 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 15834 members 
Mstep: Class 21 contains 8545 members 
Mstep: Class 22 contains 57308 members 
Mstep: Class 23 contains 15092 members 
Mstep: Class 24 contains 41458 members 
Mstep: Class 25 contains 11085 members 
Mstep: Class 26 contains 134976 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8891 members 
Mstep: Class 29 contains 6004 members 
Mstep: Class 30 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156078432.000000 Penalty: 104997.734375
Iteration 108Q: 31 clusters Score -1.560784e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216008 members 
Mstep: Class 2 contains 23436 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20042 members 
Mstep: Class 5 contains 7190 members 
Mstep: Class 6 contains 32208 members 
Mstep: Class 7 contains 13969 members 
Mstep: Class 8 contains 144328 members 
Mstep: Class 9 contains 6163 members 
Mstep: Class 10 contains 173956 members 
Mstep: Class 11 contains 158999 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 5696 members 
Mstep: Class 14 contains 40081 members 
Mstep: Class 15 contains 94735 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44250 members 
Mstep: Class 18 contains 38348 members 
Mstep: Class 19 contains 6705 members 
Mstep: Class 20 contains 15832 members 
Mstep: Class 21 contains 8545 members 
Mstep: Class 22 contains 57302 members 
Mstep: Class 23 contains 15105 members 
Mstep: Class 24 contains 41459 members 
Mstep: Class 25 contains 11087 members 
Mstep: Class 26 contains 135189 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8889 members 
Mstep: Class 29 contains 6005 members 
Mstep: Class 30 contains 4149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156078736.000000 Penalty: 104997.734375
Iteration 109Q: 31 clusters Score -1.560787e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216061 members 
Mstep: Class 2 contains 23457 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20040 members 
Mstep: Class 5 contains 7191 members 
Mstep: Class 6 contains 32203 members 
Mstep: Class 7 contains 13966 members 
Mstep: Class 8 contains 144308 members 
Mstep: Class 9 contains 6161 members 
Mstep: Class 10 contains 173945 members 
Mstep: Class 11 contains 158775 members 
Mstep: Class 12 contains 3494 members 
Mstep: Class 13 contains 5696 members 
Mstep: Class 14 contains 40075 members 
Mstep: Class 15 contains 94736 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44254 members 
Mstep: Class 18 contains 38344 members 
Mstep: Class 19 contains 6697 members 
Mstep: Class 20 contains 15830 members 
Mstep: Class 21 contains 8543 members 
Mstep: Class 22 contains 57294 members 
Mstep: Class 23 contains 15112 members 
Mstep: Class 24 contains 41461 members 
Mstep: Class 25 contains 11088 members 
Mstep: Class 26 contains 135388 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8889 members 
Mstep: Class 29 contains 6006 members 
Mstep: Class 30 contains 4153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156078576.000000 Penalty: 104997.734375
Iteration 110Q: 31 clusters Score -1.560786e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216109 members 
Mstep: Class 2 contains 23471 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20039 members 
Mstep: Class 5 contains 7183 members 
Mstep: Class 6 contains 32201 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 144297 members 
Mstep: Class 9 contains 6156 members 
Mstep: Class 10 contains 173928 members 
Mstep: Class 11 contains 158551 members 
Mstep: Class 12 contains 3494 members 
Mstep: Class 13 contains 5698 members 
Mstep: Class 14 contains 40077 members 
Mstep: Class 15 contains 94738 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44258 members 
Mstep: Class 18 contains 38334 members 
Mstep: Class 19 contains 6697 members 
Mstep: Class 20 contains 15832 members 
Mstep: Class 21 contains 8542 members 
Mstep: Class 22 contains 57288 members 
Mstep: Class 23 contains 15117 members 
Mstep: Class 24 contains 41466 members 
Mstep: Class 25 contains 11088 members 
Mstep: Class 26 contains 135579 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8892 members 
Mstep: Class 29 contains 6006 members 
Mstep: Class 30 contains 4159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156078704.000000 Penalty: 104997.734375
Iteration 111Q: 31 clusters Score -1.560787e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216145 members 
Mstep: Class 2 contains 23485 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20041 members 
Mstep: Class 5 contains 7185 members 
Mstep: Class 6 contains 32205 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 144281 members 
Mstep: Class 9 contains 6153 members 
Mstep: Class 10 contains 173913 members 
Mstep: Class 11 contains 158342 members 
Mstep: Class 12 contains 3495 members 
Mstep: Class 13 contains 5699 members 
Mstep: Class 14 contains 40075 members 
Mstep: Class 15 contains 94738 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 44255 members 
Mstep: Class 18 contains 38333 members 
Mstep: Class 19 contains 6699 members 
Mstep: Class 20 contains 15832 members 
Mstep: Class 21 contains 8540 members 
Mstep: Class 22 contains 57285 members 
Mstep: Class 23 contains 15124 members 
Mstep: Class 24 contains 41462 members 
Mstep: Class 25 contains 11086 members 
Mstep: Class 26 contains 135765 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8892 members 
Mstep: Class 29 contains 6007 members 
Mstep: Class 30 contains 4165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079056.000000 Penalty: 104997.734375
Iteration 112Q: 31 clusters Score -1.560791e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216187 members 
Mstep: Class 2 contains 23493 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20042 members 
Mstep: Class 5 contains 7182 members 
Mstep: Class 6 contains 32214 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 144253 members 
Mstep: Class 9 contains 6151 members 
Mstep: Class 10 contains 173901 members 
Mstep: Class 11 contains 158129 members 
Mstep: Class 12 contains 3495 members 
Mstep: Class 13 contains 5698 members 
Mstep: Class 14 contains 40071 members 
Mstep: Class 15 contains 94735 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44256 members 
Mstep: Class 18 contains 38331 members 
Mstep: Class 19 contains 6705 members 
Mstep: Class 20 contains 15833 members 
Mstep: Class 21 contains 8538 members 
Mstep: Class 22 contains 57279 members 
Mstep: Class 23 contains 15129 members 
Mstep: Class 24 contains 41464 members 
Mstep: Class 25 contains 11087 members 
Mstep: Class 26 contains 135955 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8892 members 
Mstep: Class 29 contains 6007 members 
Mstep: Class 30 contains 4174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156078848.000000 Penalty: 104997.734375
Iteration 113Q: 31 clusters Score -1.560788e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216219 members 
Mstep: Class 2 contains 23497 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 20043 members 
Mstep: Class 5 contains 7179 members 
Mstep: Class 6 contains 32216 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 144240 members 
Mstep: Class 9 contains 6152 members 
Mstep: Class 10 contains 173877 members 
Mstep: Class 11 contains 157923 members 
Mstep: Class 12 contains 3494 members 
Mstep: Class 13 contains 5697 members 
Mstep: Class 14 contains 40065 members 
Mstep: Class 15 contains 94732 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 44260 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 6711 members 
Mstep: Class 20 contains 15835 members 
Mstep: Class 21 contains 8538 members 
Mstep: Class 22 contains 57275 members 
Mstep: Class 23 contains 15133 members 
Mstep: Class 24 contains 41467 members 
Mstep: Class 25 contains 11085 members 
Mstep: Class 26 contains 136150 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 29 contains 6014 members 
Mstep: Class 30 contains 4195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156078848.000000 Penalty: 104997.734375
Iteration 114Q: 31 clusters Score -1.560788e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216253 members 
Mstep: Class 2 contains 23504 members 
Mstep: Class 3 contains 6918 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 7176 members 
Mstep: Class 6 contains 32219 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 144237 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 173858 members 
Mstep: Class 11 contains 157719 members 
Mstep: Class 12 contains 3492 members 
Mstep: Class 13 contains 5698 members 
Mstep: Class 14 contains 40060 members 
Mstep: Class 15 contains 94731 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 44260 members 
Mstep: Class 18 contains 38299 members 
Mstep: Class 19 contains 6718 members 
Mstep: Class 20 contains 15837 members 
Mstep: Class 21 contains 8538 members 
Mstep: Class 22 contains 57272 members 
Mstep: Class 23 contains 15138 members 
Mstep: Class 24 contains 41462 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 136342 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8884 members 
Mstep: Class 29 contains 6022 members 
Mstep: Class 30 contains 4208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079232.000000 Penalty: 104997.734375
Iteration 115Q: 31 clusters Score -1.560792e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216280 members 
Mstep: Class 2 contains 23518 members 
Mstep: Class 3 contains 6918 members 
Mstep: Class 4 contains 20043 members 
Mstep: Class 5 contains 7175 members 
Mstep: Class 6 contains 32215 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 144230 members 
Mstep: Class 9 contains 6150 members 
Mstep: Class 10 contains 173842 members 
Mstep: Class 11 contains 157525 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 5701 members 
Mstep: Class 14 contains 40056 members 
Mstep: Class 15 contains 94730 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 44259 members 
Mstep: Class 18 contains 38290 members 
Mstep: Class 19 contains 6719 members 
Mstep: Class 20 contains 15841 members 
Mstep: Class 21 contains 8538 members 
Mstep: Class 22 contains 57268 members 
Mstep: Class 23 contains 15140 members 
Mstep: Class 24 contains 41457 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 136520 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8882 members 
Mstep: Class 29 contains 6026 members 
Mstep: Class 30 contains 4225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079488.000000 Penalty: 104997.734375
Iteration 116Q: 31 clusters Score -1.560795e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216296 members 
Mstep: Class 2 contains 23526 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 7177 members 
Mstep: Class 6 contains 32211 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 144208 members 
Mstep: Class 9 contains 6151 members 
Mstep: Class 10 contains 173815 members 
Mstep: Class 11 contains 157350 members 
Mstep: Class 12 contains 3494 members 
Mstep: Class 13 contains 5702 members 
Mstep: Class 14 contains 40054 members 
Mstep: Class 15 contains 94731 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 44253 members 
Mstep: Class 18 contains 38285 members 
Mstep: Class 19 contains 6717 members 
Mstep: Class 20 contains 15849 members 
Mstep: Class 21 contains 8537 members 
Mstep: Class 22 contains 57265 members 
Mstep: Class 23 contains 15142 members 
Mstep: Class 24 contains 41460 members 
Mstep: Class 25 contains 11083 members 
Mstep: Class 26 contains 136698 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8884 members 
Mstep: Class 29 contains 6030 members 
Mstep: Class 30 contains 4242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079488.000000 Penalty: 104997.734375
Iteration 117Q: 31 clusters Score -1.560795e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216311 members 
Mstep: Class 2 contains 23540 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 7176 members 
Mstep: Class 6 contains 32211 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 144195 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 173798 members 
Mstep: Class 11 contains 157214 members 
Mstep: Class 12 contains 3494 members 
Mstep: Class 13 contains 5698 members 
Mstep: Class 14 contains 40050 members 
Mstep: Class 15 contains 94735 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 44247 members 
Mstep: Class 18 contains 38278 members 
Mstep: Class 19 contains 6718 members 
Mstep: Class 20 contains 15852 members 
Mstep: Class 21 contains 8535 members 
Mstep: Class 22 contains 57259 members 
Mstep: Class 23 contains 15144 members 
Mstep: Class 24 contains 41462 members 
Mstep: Class 25 contains 11080 members 
Mstep: Class 26 contains 136848 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8883 members 
Mstep: Class 29 contains 6034 members 
Mstep: Class 30 contains 4248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079600.000000 Penalty: 104997.734375
Iteration 118Q: 31 clusters Score -1.560796e+08 nChanged 472
Entering ConstructFrom: 
Score: -156079600.000000 Penalty: 104997.734375
Entering ConstructFrom: 
Trying to split cluster 1 (216301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216301 members 
Entering Unmasked Estep 
Score: -25567184.000000 Penalty: 3046.537842
	Iteration 0F: 2 clusters Score -2.556718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107935 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -25430860.000000 Penalty: 6093.075684
	Iteration 0F: 3 clusters Score -2.543086e+07 nChanged 104820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 110644 members 
Entering Unmasked Estep 
Score: -25492714.000000 Penalty: 6093.075684
	Iteration 1F: 3 clusters Score -2.549271e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104038 members 
Mstep: Class 2 contains 112263 members 
Entering Unmasked Estep 
Score: -25493794.000000 Penalty: 6093.075684
	Iteration 2Q: 3 clusters Score -2.549379e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 114539 members 
Entering Unmasked Estep 
Score: -25495082.000000 Penalty: 6093.075684
	Iteration 3Q: 3 clusters Score -2.549508e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98209 members 
Mstep: Class 2 contains 118092 members 
Entering Unmasked Estep 
Score: -25497050.000000 Penalty: 6093.075684
	Iteration 4Q: 3 clusters Score -2.549705e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93047 members 
Mstep: Class 2 contains 123254 members 
Entering Unmasked Estep 
Score: -25499934.000000 Penalty: 6093.075684
	Iteration 5Q: 3 clusters Score -2.549993e+07 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85478 members 
Mstep: Class 2 contains 130823 members 
Entering Unmasked Estep 
Score: -25504558.000000 Penalty: 6093.075684
	Iteration 6Q: 3 clusters Score -2.550456e+07 nChanged 11817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 141158 members 
Entering Unmasked Estep 
Score: -25511950.000000 Penalty: 6093.075684
	Iteration 7F: 3 clusters Score -2.551195e+07 nChanged 13994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 154168 members 
Entering Unmasked Estep 
Score: -25521868.000000 Penalty: 6093.075684
	Iteration 8F: 3 clusters Score -2.552187e+07 nChanged 14704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 168032 members 
Entering Unmasked Estep 
Score: -25533278.000000 Penalty: 6093.075684
	Iteration 9F: 3 clusters Score -2.553328e+07 nChanged 12956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 180066 members 
Entering Unmasked Estep 
Score: -25542990.000000 Penalty: 6093.075684
	Iteration 10F: 3 clusters Score -2.554299e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 189053 members 
Entering Unmasked Estep 
Score: -25549516.000000 Penalty: 6093.075684
	Iteration 11Q: 3 clusters Score -2.554952e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 195461 members 
Entering Unmasked Estep 
Score: -25553796.000000 Penalty: 6093.075684
	Iteration 12Q: 3 clusters Score -2.55538e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 200133 members 
Entering Unmasked Estep 
Score: -25556220.000000 Penalty: 6093.075684
	Iteration 13Q: 3 clusters Score -2.555622e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 203702 members 
Entering Unmasked Estep 
Score: -25558180.000000 Penalty: 6093.075684
	Iteration 14Q: 3 clusters Score -2.555818e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 206571 members 
Entering Unmasked Estep 
Score: -25559960.000000 Penalty: 6093.075684
	Iteration 15Q: 3 clusters Score -2.555996e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 208768 members 
Entering Unmasked Estep 
Score: -25561154.000000 Penalty: 6093.075684
	Iteration 16Q: 3 clusters Score -2.556115e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 210437 members 
Entering Unmasked Estep 
Score: -25562160.000000 Penalty: 6093.075684
	Iteration 17Q: 3 clusters Score -2.556216e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 211695 members 
Entering Unmasked Estep 
Score: -25562886.000000 Penalty: 6093.075684
	Iteration 18Q: 3 clusters Score -2.556289e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 212583 members 
Entering Unmasked Estep 
Score: -25563328.000000 Penalty: 6093.075684
	Iteration 19Q: 3 clusters Score -2.556333e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 213204 members 
Entering Unmasked Estep 
Score: -25563700.000000 Penalty: 6093.075684
	Iteration 20F: 3 clusters Score -2.55637e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 213671 members 
Entering Unmasked Estep 
Score: -25563982.000000 Penalty: 6093.075684
	Iteration 21Q: 3 clusters Score -2.556398e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 213991 members 
Entering Unmasked Estep 
Score: -25564164.000000 Penalty: 6093.075684
	Iteration 22Q: 3 clusters Score -2.556416e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 214206 members 
Entering Unmasked Estep 
Score: -25564282.000000 Penalty: 6093.075684
	Iteration 23Q: 3 clusters Score -2.556428e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 214353 members 
Entering Unmasked Estep 
Score: -25564342.000000 Penalty: 6093.075684
	Iteration 24Q: 3 clusters Score -2.556434e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 214444 members 
Entering Unmasked Estep 
Score: -25564422.000000 Penalty: 6093.075684
	Iteration 25Q: 3 clusters Score -2.556442e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 214516 members 
Entering Unmasked Estep 
Score: -25564486.000000 Penalty: 6093.075684
	Iteration 26Q: 3 clusters Score -2.556449e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 214570 members 
Entering Unmasked Estep 
Score: -25564542.000000 Penalty: 6093.075684
	Iteration 27Q: 3 clusters Score -2.556454e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 214610 members 
Entering Unmasked Estep 
Score: -25564580.000000 Penalty: 6093.075684
	Iteration 28Q: 3 clusters Score -2.556458e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 214643 members 
Entering Unmasked Estep 
Score: -25564580.000000 Penalty: 6093.075684
	Iteration 29Q: 3 clusters Score -2.556458e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 214672 members 
Entering Unmasked Estep 
Score: -25564616.000000 Penalty: 6093.075684
	Iteration 30Q: 3 clusters Score -2.556462e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 214701 members 
Entering Unmasked Estep 
Score: -25564650.000000 Penalty: 6093.075684
	Iteration 31Q: 3 clusters Score -2.556465e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 214722 members 
Entering Unmasked Estep 
Score: -25564666.000000 Penalty: 6093.075684
	Iteration 32Q: 3 clusters Score -2.556467e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 214747 members 
Entering Unmasked Estep 
Score: -25564684.000000 Penalty: 6093.075684
	Iteration 33Q: 3 clusters Score -2.556468e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 214760 members 
Entering Unmasked Estep 
Score: -25564712.000000 Penalty: 6093.075684
	Iteration 34Q: 3 clusters Score -2.556471e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 214768 members 
Entering Unmasked Estep 
Score: -25564722.000000 Penalty: 6093.075684
	Iteration 35Q: 3 clusters Score -2.556472e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 214793 members 
Entering Unmasked Estep 
Score: -25564740.000000 Penalty: 6093.075684
	Iteration 36Q: 3 clusters Score -2.556474e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 214815 members 
Entering Unmasked Estep 
Score: -25564760.000000 Penalty: 6093.075684
	Iteration 37Q: 3 clusters Score -2.556476e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 214834 members 
Entering Unmasked Estep 
Score: -25564794.000000 Penalty: 6093.075684
	Iteration 38Q: 3 clusters Score -2.556479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 214836 members 
Entering Unmasked Estep 
Score: -25564816.000000 Penalty: 6093.075684
	Iteration 39Q: 3 clusters Score -2.556482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 214850 members 
Entering Unmasked Estep 
Score: -25564820.000000 Penalty: 6093.075684
	Iteration 40F: 3 clusters Score -2.556482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 214865 members 
Entering Unmasked Estep 
Score: -25564810.000000 Penalty: 6093.075684
	Iteration 41Q: 3 clusters Score -2.556481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 214873 members 
Entering Unmasked Estep 
Score: -25564822.000000 Penalty: 6093.075684
	Iteration 42Q: 3 clusters Score -2.556482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 214878 members 
Entering Unmasked Estep 
Score: -25564826.000000 Penalty: 6093.075684
	Iteration 43Q: 3 clusters Score -2.556483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 214887 members 
Entering Unmasked Estep 
Score: -25564806.000000 Penalty: 6093.075684
	Iteration 44Q: 3 clusters Score -2.556481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 214888 members 
Entering Unmasked Estep 
Score: -25564828.000000 Penalty: 6093.075684
	Iteration 45Q: 3 clusters Score -2.556483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 214890 members 
Entering Unmasked Estep 
Score: -25564814.000000 Penalty: 6093.075684
	Iteration 46Q: 3 clusters Score -2.556481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 214893 members 
Entering Unmasked Estep 
Score: -25564826.000000 Penalty: 6093.075684
	Iteration 47Q: 3 clusters Score -2.556483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 214895 members 
Entering Unmasked Estep 
Score: -25564830.000000 Penalty: 6093.075684
	Iteration 48Q: 3 clusters Score -2.556483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 214900 members 
Entering Unmasked Estep 
Score: -25564832.000000 Penalty: 6093.075684
	Iteration 49Q: 3 clusters Score -2.556483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 214901 members 
Entering Unmasked Estep 
Score: -25564844.000000 Penalty: 6093.075684
	Iteration 50Q: 3 clusters Score -2.556484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 214901 members 
Entering Unmasked Estep 
Score: -25564860.000000 Penalty: 6093.075684
	Iteration 51Q: 3 clusters Score -2.556486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 214902 members 
Entering Unmasked Estep 
Score: -25564862.000000 Penalty: 6093.075684
	Iteration 52Q: 3 clusters Score -2.556486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 214903 members 
Entering Unmasked Estep 
Score: -25564864.000000 Penalty: 6093.075684
	Iteration 53Q: 3 clusters Score -2.556486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 214908 members 
Entering Unmasked Estep 
Score: -25564862.000000 Penalty: 6093.075684
	Iteration 54Q: 3 clusters Score -2.556486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 214911 members 
Entering Unmasked Estep 
Score: -25564844.000000 Penalty: 6093.075684
	Iteration 55Q: 3 clusters Score -2.556484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 214912 members 
Entering Unmasked Estep 
Score: -25564840.000000 Penalty: 6093.075684
	Iteration 56Q: 3 clusters Score -2.556484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 214917 members 
Entering Unmasked Estep 
Score: -25564838.000000 Penalty: 6093.075684
	Iteration 57Q: 3 clusters Score -2.556484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 214920 members 
Entering Unmasked Estep 
Score: -25564846.000000 Penalty: 6093.075684
	Iteration 58Q: 3 clusters Score -2.556485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 214924 members 
Entering Unmasked Estep 
Score: -25564824.000000 Penalty: 6093.075684
	Iteration 59Q: 3 clusters Score -2.556482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 214924 members 
Entering Unmasked Estep 
Score: -25564836.000000 Penalty: 6093.075684
	Iteration 60F: 3 clusters Score -2.556484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 214926 members 
Entering Unmasked Estep 
Score: -25564830.000000 Penalty: 6093.075684
	Iteration 61Q: 3 clusters Score -2.556483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 214928 members 
Entering Unmasked Estep 
Score: -25564834.000000 Penalty: 6093.075684
	Iteration 62Q: 3 clusters Score -2.556483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 214929 members 
Entering Unmasked Estep 
Score: -25564846.000000 Penalty: 6093.075684
	Iteration 63Q: 3 clusters Score -2.556485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 214934 members 
Entering Unmasked Estep 
Score: -25564834.000000 Penalty: 6093.075684
	Iteration 64Q: 3 clusters Score -2.556483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 214933 members 
Entering Unmasked Estep 
Score: -25564832.000000 Penalty: 6093.075684
	Iteration 65Q: 3 clusters Score -2.556483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 214934 members 
Entering Unmasked Estep 
Score: -25564836.000000 Penalty: 6093.075684
	Iteration 66Q: 3 clusters Score -2.556484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 214934 members 
Entering Unmasked Estep 
Score: -25564836.000000 Penalty: 6093.075684
	Iteration 67F: 3 clusters Score -2.556484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Entering Unmasked Estep 
Score: -2841159.000000 Penalty: 2496.628662
	Iteration 0F: 2 clusters Score -2841159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2824812.250000 Penalty: 4993.257324
	Iteration 0F: 3 clusters Score -2824812 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2830347.250000 Penalty: 4993.257324
	Iteration 1F: 3 clusters Score -2830347 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2830730.750000 Penalty: 4993.257324
	Iteration 2F: 3 clusters Score -2830731 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2831054.000000 Penalty: 4993.257324
	Iteration 3Q: 3 clusters Score -2831054 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2831374.250000 Penalty: 4993.257324
	Iteration 4Q: 3 clusters Score -2831374 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2831713.250000 Penalty: 4993.257324
	Iteration 5Q: 3 clusters Score -2831713 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2832111.750000 Penalty: 4993.257324
	Iteration 6Q: 3 clusters Score -2832112 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2832638.000000 Penalty: 4993.257324
	Iteration 7Q: 3 clusters Score -2832638 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2833352.500000 Penalty: 4993.257324
	Iteration 8F: 3 clusters Score -2833352 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2834294.000000 Penalty: 4993.257324
	Iteration 9F: 3 clusters Score -2834294 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2835438.250000 Penalty: 4993.257324
	Iteration 10F: 3 clusters Score -2835438 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2836621.000000 Penalty: 4993.257324
	Iteration 11F: 3 clusters Score -2836621 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -2837599.750000 Penalty: 4993.257324
	Iteration 12Q: 3 clusters Score -2837600 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2838169.500000 Penalty: 4993.257324
	Iteration 13Q: 3 clusters Score -2838170 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -2838479.750000 Penalty: 4993.257324
	Iteration 14Q: 3 clusters Score -2838480 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2838676.000000 Penalty: 4993.257324
	Iteration 15Q: 3 clusters Score -2838676 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2838796.250000 Penalty: 4993.257324
	Iteration 16Q: 3 clusters Score -2838796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2838869.750000 Penalty: 4993.257324
	Iteration 17Q: 3 clusters Score -2838870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -2838913.750000 Penalty: 4993.257324
	Iteration 18Q: 3 clusters Score -2838914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2838923.250000 Penalty: 4993.257324
	Iteration 19Q: 3 clusters Score -2838923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2838932.250000 Penalty: 4993.257324
	Iteration 20F: 3 clusters Score -2838932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2838936.750000 Penalty: 4993.257324
	Iteration 21Q: 3 clusters Score -2838937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -2838943.250000 Penalty: 4993.257324
	Iteration 22Q: 3 clusters Score -2838943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -2838951.750000 Penalty: 4993.257324
	Iteration 23Q: 3 clusters Score -2838952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2838955.500000 Penalty: 4993.257324
	Iteration 24Q: 3 clusters Score -2838956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2838955.500000 Penalty: 4993.257324
	Iteration 25F: 3 clusters Score -2838956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Entering Unmasked Estep 
Score: -812663.187500 Penalty: 2192.678955
	Iteration 0F: 2 clusters Score -812663.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -806961.812500 Penalty: 4385.357910
	Iteration 0F: 3 clusters Score -806961.8 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -808513.250000 Penalty: 4385.357910
	Iteration 1F: 3 clusters Score -808513.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -808825.312500 Penalty: 4385.357910
	Iteration 2F: 3 clusters Score -808825.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -809097.687500 Penalty: 4385.357910
	Iteration 3F: 3 clusters Score -809097.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -809324.187500 Penalty: 4385.357910
	Iteration 4F: 3 clusters Score -809324.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -809518.500000 Penalty: 4385.357910
	Iteration 5Q: 3 clusters Score -809518.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -809697.812500 Penalty: 4385.357910
	Iteration 6Q: 3 clusters Score -809697.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -809866.250000 Penalty: 4385.357910
	Iteration 7Q: 3 clusters Score -809866.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -810030.312500 Penalty: 4385.357910
	Iteration 8Q: 3 clusters Score -810030.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -810157.437500 Penalty: 4385.357910
	Iteration 9Q: 3 clusters Score -810157.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -810255.125000 Penalty: 4385.357910
	Iteration 10Q: 3 clusters Score -810255.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -810350.000000 Penalty: 4385.357910
	Iteration 11Q: 3 clusters Score -810350 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -810427.000000 Penalty: 4385.357910
	Iteration 12Q: 3 clusters Score -810427 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -810508.875000 Penalty: 4385.357910
	Iteration 13Q: 3 clusters Score -810508.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -810559.312500 Penalty: 4385.357910
	Iteration 14Q: 3 clusters Score -810559.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -810595.312500 Penalty: 4385.357910
	Iteration 15Q: 3 clusters Score -810595.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -810629.125000 Penalty: 4385.357910
	Iteration 16Q: 3 clusters Score -810629.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -810662.500000 Penalty: 4385.357910
	Iteration 17Q: 3 clusters Score -810662.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -810681.312500 Penalty: 4385.357910
	Iteration 18Q: 3 clusters Score -810681.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -810706.625000 Penalty: 4385.357910
	Iteration 19Q: 3 clusters Score -810706.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -810728.312500 Penalty: 4385.357910
	Iteration 20F: 3 clusters Score -810728.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -810742.562500 Penalty: 4385.357910
	Iteration 21Q: 3 clusters Score -810742.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -810759.875000 Penalty: 4385.357910
	Iteration 22Q: 3 clusters Score -810759.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -810774.750000 Penalty: 4385.357910
	Iteration 23Q: 3 clusters Score -810774.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -810791.687500 Penalty: 4385.357910
	Iteration 24Q: 3 clusters Score -810791.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -810800.312500 Penalty: 4385.357910
	Iteration 25Q: 3 clusters Score -810800.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -810803.125000 Penalty: 4385.357910
	Iteration 26Q: 3 clusters Score -810803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -810805.250000 Penalty: 4385.357910
	Iteration 27Q: 3 clusters Score -810805.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -810805.250000 Penalty: 4385.357910
	Iteration 28F: 3 clusters Score -810805.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Entering Unmasked Estep 
Score: -2351362.750000 Penalty: 2456.634521
	Iteration 0F: 2 clusters Score -2351363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2337371.250000 Penalty: 4913.269043
	Iteration 0F: 3 clusters Score -2337371 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2342098.000000 Penalty: 4913.269043
	Iteration 1F: 3 clusters Score -2342098 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2342519.250000 Penalty: 4913.269043
	Iteration 2F: 3 clusters Score -2342519 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2342926.250000 Penalty: 4913.269043
	Iteration 3Q: 3 clusters Score -2342926 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2343344.750000 Penalty: 4913.269043
	Iteration 4Q: 3 clusters Score -2343345 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2343873.000000 Penalty: 4913.269043
	Iteration 5F: 3 clusters Score -2343873 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2344488.250000 Penalty: 4913.269043
	Iteration 6F: 3 clusters Score -2344488 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2345214.500000 Penalty: 4913.269043
	Iteration 7F: 3 clusters Score -2345214 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2346093.000000 Penalty: 4913.269043
	Iteration 8F: 3 clusters Score -2346093 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2346995.500000 Penalty: 4913.269043
	Iteration 9F: 3 clusters Score -2346996 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2347789.750000 Penalty: 4913.269043
	Iteration 10Q: 3 clusters Score -2347790 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2348377.500000 Penalty: 4913.269043
	Iteration 11Q: 3 clusters Score -2348378 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2348744.000000 Penalty: 4913.269043
	Iteration 12Q: 3 clusters Score -2348744 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2348954.500000 Penalty: 4913.269043
	Iteration 13Q: 3 clusters Score -2348954 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2349073.500000 Penalty: 4913.269043
	Iteration 14Q: 3 clusters Score -2349074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2349143.750000 Penalty: 4913.269043
	Iteration 15Q: 3 clusters Score -2349144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2349197.000000 Penalty: 4913.269043
	Iteration 16Q: 3 clusters Score -2349197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2349224.500000 Penalty: 4913.269043
	Iteration 17Q: 3 clusters Score -2349224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2349257.500000 Penalty: 4913.269043
	Iteration 18Q: 3 clusters Score -2349258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2349275.500000 Penalty: 4913.269043
	Iteration 19Q: 3 clusters Score -2349276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2349287.500000 Penalty: 4913.269043
	Iteration 20F: 3 clusters Score -2349288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2349299.750000 Penalty: 4913.269043
	Iteration 21Q: 3 clusters Score -2349300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2349308.250000 Penalty: 4913.269043
	Iteration 22Q: 3 clusters Score -2349308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2349309.500000 Penalty: 4913.269043
	Iteration 23Q: 3 clusters Score -2349310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2349317.750000 Penalty: 4913.269043
	Iteration 24Q: 3 clusters Score -2349318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2349319.500000 Penalty: 4913.269043
	Iteration 25Q: 3 clusters Score -2349320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2349320.750000 Penalty: 4913.269043
	Iteration 26Q: 3 clusters Score -2349321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2349321.000000 Penalty: 4913.269043
	Iteration 27Q: 3 clusters Score -2349321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2349326.750000 Penalty: 4913.269043
	Iteration 28Q: 3 clusters Score -2349327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2349329.250000 Penalty: 4913.269043
	Iteration 29Q: 3 clusters Score -2349329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2349333.250000 Penalty: 4913.269043
	Iteration 30Q: 3 clusters Score -2349333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2349336.000000 Penalty: 4913.269043
	Iteration 31Q: 3 clusters Score -2349336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2349339.250000 Penalty: 4913.269043
	Iteration 32Q: 3 clusters Score -2349339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2349339.250000 Penalty: 4913.269043
	Iteration 33F: 3 clusters Score -2349339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -844688.000000 Penalty: 2201.763672
	Iteration 0F: 2 clusters Score -844688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -838807.687500 Penalty: 4403.527344
	Iteration 0F: 3 clusters Score -838807.7 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -840386.812500 Penalty: 4403.527344
	Iteration 1F: 3 clusters Score -840386.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -840693.125000 Penalty: 4403.527344
	Iteration 2F: 3 clusters Score -840693.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -840895.250000 Penalty: 4403.527344
	Iteration 3F: 3 clusters Score -840895.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -841035.062500 Penalty: 4403.527344
	Iteration 4Q: 3 clusters Score -841035.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -841143.000000 Penalty: 4403.527344
	Iteration 5Q: 3 clusters Score -841143 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -841253.875000 Penalty: 4403.527344
	Iteration 6Q: 3 clusters Score -841253.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -841364.062500 Penalty: 4403.527344
	Iteration 7Q: 3 clusters Score -841364.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -841478.125000 Penalty: 4403.527344
	Iteration 8Q: 3 clusters Score -841478.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -841625.062500 Penalty: 4403.527344
	Iteration 9Q: 3 clusters Score -841625.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -841786.812500 Penalty: 4403.527344
	Iteration 10Q: 3 clusters Score -841786.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -841952.687500 Penalty: 4403.527344
	Iteration 11Q: 3 clusters Score -841952.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -842098.375000 Penalty: 4403.527344
	Iteration 12Q: 3 clusters Score -842098.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -842231.687500 Penalty: 4403.527344
	Iteration 13Q: 3 clusters Score -842231.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -842331.500000 Penalty: 4403.527344
	Iteration 14Q: 3 clusters Score -842331.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -842408.562500 Penalty: 4403.527344
	Iteration 15Q: 3 clusters Score -842408.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -842475.375000 Penalty: 4403.527344
	Iteration 16Q: 3 clusters Score -842475.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -842523.000000 Penalty: 4403.527344
	Iteration 17Q: 3 clusters Score -842523 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -842567.875000 Penalty: 4403.527344
	Iteration 18Q: 3 clusters Score -842567.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -842596.062500 Penalty: 4403.527344
	Iteration 19Q: 3 clusters Score -842596.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -842623.687500 Penalty: 4403.527344
	Iteration 20F: 3 clusters Score -842623.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -842641.000000 Penalty: 4403.527344
	Iteration 21Q: 3 clusters Score -842641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -842651.250000 Penalty: 4403.527344
	Iteration 22Q: 3 clusters Score -842651.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -842659.250000 Penalty: 4403.527344
	Iteration 23Q: 3 clusters Score -842659.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -842669.437500 Penalty: 4403.527344
	Iteration 24Q: 3 clusters Score -842669.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -842682.000000 Penalty: 4403.527344
	Iteration 25Q: 3 clusters Score -842682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -842690.562500 Penalty: 4403.527344
	Iteration 26Q: 3 clusters Score -842690.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -842697.250000 Penalty: 4403.527344
	Iteration 27Q: 3 clusters Score -842697.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -842706.500000 Penalty: 4403.527344
	Iteration 28Q: 3 clusters Score -842706.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -842716.687500 Penalty: 4403.527344
	Iteration 29Q: 3 clusters Score -842716.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -842723.062500 Penalty: 4403.527344
	Iteration 30Q: 3 clusters Score -842723.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -842728.625000 Penalty: 4403.527344
	Iteration 31Q: 3 clusters Score -842728.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -842737.500000 Penalty: 4403.527344
	Iteration 32Q: 3 clusters Score -842737.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -842745.187500 Penalty: 4403.527344
	Iteration 33Q: 3 clusters Score -842745.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -842751.187500 Penalty: 4403.527344
	Iteration 34Q: 3 clusters Score -842751.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -842761.500000 Penalty: 4403.527344
	Iteration 35Q: 3 clusters Score -842761.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -842764.562500 Penalty: 4403.527344
	Iteration 36Q: 3 clusters Score -842764.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -842771.375000 Penalty: 4403.527344
	Iteration 37Q: 3 clusters Score -842771.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -842776.750000 Penalty: 4403.527344
	Iteration 38Q: 3 clusters Score -842776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -842778.687500 Penalty: 4403.527344
	Iteration 39Q: 3 clusters Score -842778.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -842783.750000 Penalty: 4403.527344
	Iteration 40F: 3 clusters Score -842783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -842787.250000 Penalty: 4403.527344
	Iteration 41Q: 3 clusters Score -842787.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -842793.562500 Penalty: 4403.527344
	Iteration 42Q: 3 clusters Score -842793.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -842797.187500 Penalty: 4403.527344
	Iteration 43Q: 3 clusters Score -842797.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -842799.312500 Penalty: 4403.527344
	Iteration 44Q: 3 clusters Score -842799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -842801.062500 Penalty: 4403.527344
	Iteration 45Q: 3 clusters Score -842801.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -842801.000000 Penalty: 4403.527344
	Iteration 46Q: 3 clusters Score -842801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -842804.312500 Penalty: 4403.527344
	Iteration 47Q: 3 clusters Score -842804.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -842805.500000 Penalty: 4403.527344
	Iteration 48Q: 3 clusters Score -842805.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -842804.812500 Penalty: 4403.527344
	Iteration 49Q: 3 clusters Score -842804.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -842806.125000 Penalty: 4403.527344
	Iteration 50Q: 3 clusters Score -842806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -842806.625000 Penalty: 4403.527344
	Iteration 51Q: 3 clusters Score -842806.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -842806.625000 Penalty: 4403.527344
	Iteration 52F: 3 clusters Score -842806.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Entering Unmasked Estep 
Score: -3832029.750000 Penalty: 2574.263428
	Iteration 0F: 2 clusters Score -3832030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3810099.250000 Penalty: 5148.526855
	Iteration 0F: 3 clusters Score -3810099 nChanged 14571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3818069.750000 Penalty: 5148.526855
	Iteration 1F: 3 clusters Score -3818070 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3818591.000000 Penalty: 5148.526855
	Iteration 2Q: 3 clusters Score -3818591 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3819124.750000 Penalty: 5148.526855
	Iteration 3Q: 3 clusters Score -3819125 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3819597.750000 Penalty: 5148.526855
	Iteration 4Q: 3 clusters Score -3819598 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3820094.250000 Penalty: 5148.526855
	Iteration 5Q: 3 clusters Score -3820094 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3820576.000000 Penalty: 5148.526855
	Iteration 6Q: 3 clusters Score -3820576 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3821124.750000 Penalty: 5148.526855
	Iteration 7Q: 3 clusters Score -3821125 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3821723.500000 Penalty: 5148.526855
	Iteration 8Q: 3 clusters Score -3821724 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -3822388.750000 Penalty: 5148.526855
	Iteration 9Q: 3 clusters Score -3822389 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3823135.000000 Penalty: 5148.526855
	Iteration 10Q: 3 clusters Score -3823135 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3823906.750000 Penalty: 5148.526855
	Iteration 11Q: 3 clusters Score -3823907 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3824663.500000 Penalty: 5148.526855
	Iteration 12Q: 3 clusters Score -3824664 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3825277.250000 Penalty: 5148.526855
	Iteration 13Q: 3 clusters Score -3825277 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3825916.500000 Penalty: 5148.526855
	Iteration 14Q: 3 clusters Score -3825916 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3826432.500000 Penalty: 5148.526855
	Iteration 15Q: 3 clusters Score -3826432 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3826841.750000 Penalty: 5148.526855
	Iteration 16Q: 3 clusters Score -3826842 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3827191.750000 Penalty: 5148.526855
	Iteration 17Q: 3 clusters Score -3827192 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3827436.250000 Penalty: 5148.526855
	Iteration 18Q: 3 clusters Score -3827436 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -3827622.000000 Penalty: 5148.526855
	Iteration 19Q: 3 clusters Score -3827622 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3827820.250000 Penalty: 5148.526855
	Iteration 20F: 3 clusters Score -3827820 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3827994.250000 Penalty: 5148.526855
	Iteration 21Q: 3 clusters Score -3827994 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3828128.750000 Penalty: 5148.526855
	Iteration 22Q: 3 clusters Score -3828129 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3828246.000000 Penalty: 5148.526855
	Iteration 23Q: 3 clusters Score -3828246 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -3828361.500000 Penalty: 5148.526855
	Iteration 24Q: 3 clusters Score -3828362 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3828472.750000 Penalty: 5148.526855
	Iteration 25Q: 3 clusters Score -3828473 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3828599.500000 Penalty: 5148.526855
	Iteration 26Q: 3 clusters Score -3828600 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -3828701.750000 Penalty: 5148.526855
	Iteration 27Q: 3 clusters Score -3828702 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3828813.500000 Penalty: 5148.526855
	Iteration 28Q: 3 clusters Score -3828814 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -3828889.750000 Penalty: 5148.526855
	Iteration 29Q: 3 clusters Score -3828890 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -3828978.500000 Penalty: 5148.526855
	Iteration 30Q: 3 clusters Score -3828978 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -3829073.250000 Penalty: 5148.526855
	Iteration 31Q: 3 clusters Score -3829073 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -3829146.750000 Penalty: 5148.526855
	Iteration 32Q: 3 clusters Score -3829147 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -3829206.500000 Penalty: 5148.526855
	Iteration 33Q: 3 clusters Score -3829206 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3829252.500000 Penalty: 5148.526855
	Iteration 34Q: 3 clusters Score -3829252 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -3829308.250000 Penalty: 5148.526855
	Iteration 35Q: 3 clusters Score -3829308 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -3829359.000000 Penalty: 5148.526855
	Iteration 36Q: 3 clusters Score -3829359 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -3829399.500000 Penalty: 5148.526855
	Iteration 37Q: 3 clusters Score -3829400 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -3829445.750000 Penalty: 5148.526855
	Iteration 38Q: 3 clusters Score -3829446 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -3829482.750000 Penalty: 5148.526855
	Iteration 39Q: 3 clusters Score -3829483 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -3829507.000000 Penalty: 5148.526855
	Iteration 40F: 3 clusters Score -3829507 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -3829536.500000 Penalty: 5148.526855
	Iteration 41Q: 3 clusters Score -3829536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -3829547.000000 Penalty: 5148.526855
	Iteration 42Q: 3 clusters Score -3829547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -3829569.000000 Penalty: 5148.526855
	Iteration 43Q: 3 clusters Score -3829569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -3829577.000000 Penalty: 5148.526855
	Iteration 44Q: 3 clusters Score -3829577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -3829584.750000 Penalty: 5148.526855
	Iteration 45Q: 3 clusters Score -3829585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -3829587.000000 Penalty: 5148.526855
	Iteration 46Q: 3 clusters Score -3829587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -3829596.750000 Penalty: 5148.526855
	Iteration 47Q: 3 clusters Score -3829597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -3829600.250000 Penalty: 5148.526855
	Iteration 48Q: 3 clusters Score -3829600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -3829608.000000 Penalty: 5148.526855
	Iteration 49Q: 3 clusters Score -3829608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -3829615.750000 Penalty: 5148.526855
	Iteration 50Q: 3 clusters Score -3829616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -3829621.250000 Penalty: 5148.526855
	Iteration 51Q: 3 clusters Score -3829621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -3829632.000000 Penalty: 5148.526855
	Iteration 52Q: 3 clusters Score -3829632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -3829637.750000 Penalty: 5148.526855
	Iteration 53Q: 3 clusters Score -3829638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -3829643.000000 Penalty: 5148.526855
	Iteration 54Q: 3 clusters Score -3829643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -3829651.750000 Penalty: 5148.526855
	Iteration 55Q: 3 clusters Score -3829652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -3829648.000000 Penalty: 5148.526855
	Iteration 56Q: 3 clusters Score -3829648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -3829655.500000 Penalty: 5148.526855
	Iteration 57Q: 3 clusters Score -3829656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -3829661.750000 Penalty: 5148.526855
	Iteration 58Q: 3 clusters Score -3829662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -3829662.000000 Penalty: 5148.526855
	Iteration 59Q: 3 clusters Score -3829662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -3829665.250000 Penalty: 5148.526855
	Iteration 60F: 3 clusters Score -3829665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -3829666.000000 Penalty: 5148.526855
	Iteration 61Q: 3 clusters Score -3829666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -3829669.750000 Penalty: 5148.526855
	Iteration 62Q: 3 clusters Score -3829670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3829671.000000 Penalty: 5148.526855
	Iteration 63Q: 3 clusters Score -3829671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -3829667.750000 Penalty: 5148.526855
	Iteration 64Q: 3 clusters Score -3829668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -3829673.500000 Penalty: 5148.526855
	Iteration 65Q: 3 clusters Score -3829674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -3829670.500000 Penalty: 5148.526855
	Iteration 66Q: 3 clusters Score -3829670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -3829674.000000 Penalty: 5148.526855
	Iteration 67Q: 3 clusters Score -3829674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -3829675.000000 Penalty: 5148.526855
	Iteration 68Q: 3 clusters Score -3829675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -3829682.000000 Penalty: 5148.526855
	Iteration 69Q: 3 clusters Score -3829682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -3829685.500000 Penalty: 5148.526855
	Iteration 70Q: 3 clusters Score -3829686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -3829692.750000 Penalty: 5148.526855
	Iteration 71Q: 3 clusters Score -3829693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -3829699.750000 Penalty: 5148.526855
	Iteration 72Q: 3 clusters Score -3829700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -3829702.000000 Penalty: 5148.526855
	Iteration 73Q: 3 clusters Score -3829702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3829701.250000 Penalty: 5148.526855
	Iteration 74Q: 3 clusters Score -3829701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -3829703.250000 Penalty: 5148.526855
	Iteration 75Q: 3 clusters Score -3829703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -3829707.250000 Penalty: 5148.526855
	Iteration 76Q: 3 clusters Score -3829707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -3829707.250000 Penalty: 5148.526855
	Iteration 77Q: 3 clusters Score -3829707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3829707.250000 Penalty: 5148.526855
	Iteration 78Q: 3 clusters Score -3829707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3829711.000000 Penalty: 5148.526855
	Iteration 79Q: 3 clusters Score -3829711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3829713.500000 Penalty: 5148.526855
	Iteration 80F: 3 clusters Score -3829714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -3829716.750000 Penalty: 5148.526855
	Iteration 81Q: 3 clusters Score -3829717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -3829718.500000 Penalty: 5148.526855
	Iteration 82Q: 3 clusters Score -3829718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -3829719.250000 Penalty: 5148.526855
	Iteration 83Q: 3 clusters Score -3829719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -3829722.500000 Penalty: 5148.526855
	Iteration 84Q: 3 clusters Score -3829722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -3829722.500000 Penalty: 5148.526855
	Iteration 85F: 3 clusters Score -3829722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Entering Unmasked Estep 
Score: -1621410.000000 Penalty: 2367.024170
	Iteration 0F: 2 clusters Score -1621410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1611146.125000 Penalty: 4734.048340
	Iteration 0F: 3 clusters Score -1611146 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1614763.250000 Penalty: 4734.048340
	Iteration 1F: 3 clusters Score -1614763 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1615573.750000 Penalty: 4734.048340
	Iteration 2F: 3 clusters Score -1615574 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1616473.375000 Penalty: 4734.048340
	Iteration 3F: 3 clusters Score -1616473 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1617431.750000 Penalty: 4734.048340
	Iteration 4F: 3 clusters Score -1617432 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1618354.875000 Penalty: 4734.048340
	Iteration 5F: 3 clusters Score -1618355 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1619134.000000 Penalty: 4734.048340
	Iteration 6F: 3 clusters Score -1619134 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1619603.750000 Penalty: 4734.048340
	Iteration 7Q: 3 clusters Score -1619604 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1619940.250000 Penalty: 4734.048340
	Iteration 8Q: 3 clusters Score -1619940 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1620188.250000 Penalty: 4734.048340
	Iteration 9Q: 3 clusters Score -1620188 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1620354.875000 Penalty: 4734.048340
	Iteration 10Q: 3 clusters Score -1620355 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1620480.625000 Penalty: 4734.048340
	Iteration 11Q: 3 clusters Score -1620481 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1620573.000000 Penalty: 4734.048340
	Iteration 12Q: 3 clusters Score -1620573 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1620676.125000 Penalty: 4734.048340
	Iteration 13Q: 3 clusters Score -1620676 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1620780.000000 Penalty: 4734.048340
	Iteration 14Q: 3 clusters Score -1620780 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1620879.250000 Penalty: 4734.048340
	Iteration 15Q: 3 clusters Score -1620879 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1620990.125000 Penalty: 4734.048340
	Iteration 16Q: 3 clusters Score -1620990 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1621106.250000 Penalty: 4734.048340
	Iteration 17Q: 3 clusters Score -1621106 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1621234.875000 Penalty: 4734.048340
	Iteration 18Q: 3 clusters Score -1621235 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1621402.250000 Penalty: 4734.048340
	Iteration 19Q: 3 clusters Score -1621402 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1621594.875000 Penalty: 4734.048340
	Iteration 20F: 3 clusters Score -1621595 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1621824.750000 Penalty: 4734.048340
	Iteration 21Q: 3 clusters Score -1621825 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1622099.875000 Penalty: 4734.048340
	Iteration 22Q: 3 clusters Score -1622100 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1622341.500000 Penalty: 4734.048340
	Iteration 23Q: 3 clusters Score -1622342 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1622536.875000 Penalty: 4734.048340
	Iteration 24Q: 3 clusters Score -1622537 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1622635.750000 Penalty: 4734.048340
	Iteration 25Q: 3 clusters Score -1622636 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1622672.375000 Penalty: 4734.048340
	Iteration 26Q: 3 clusters Score -1622672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1622686.625000 Penalty: 4734.048340
	Iteration 27Q: 3 clusters Score -1622687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1622702.250000 Penalty: 4734.048340
	Iteration 28Q: 3 clusters Score -1622702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1622700.500000 Penalty: 4734.048340
	Iteration 29Q: 3 clusters Score -1622700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1622711.750000 Penalty: 4734.048340
	Iteration 30Q: 3 clusters Score -1622712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1622716.625000 Penalty: 4734.048340
	Iteration 31Q: 3 clusters Score -1622717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1622718.250000 Penalty: 4734.048340
	Iteration 32Q: 3 clusters Score -1622718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1622717.250000 Penalty: 4734.048340
	Iteration 33Q: 3 clusters Score -1622717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1622713.875000 Penalty: 4734.048340
	Iteration 34Q: 3 clusters Score -1622714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1622716.875000 Penalty: 4734.048340
	Iteration 35Q: 3 clusters Score -1622717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1622717.000000 Penalty: 4734.048340
	Iteration 36Q: 3 clusters Score -1622717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1622720.375000 Penalty: 4734.048340
	Iteration 37Q: 3 clusters Score -1622720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1622722.625000 Penalty: 4734.048340
	Iteration 38Q: 3 clusters Score -1622723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1622722.375000 Penalty: 4734.048340
	Iteration 39Q: 3 clusters Score -1622722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1622723.375000 Penalty: 4734.048340
	Iteration 40F: 3 clusters Score -1622723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1622730.625000 Penalty: 4734.048340
	Iteration 41Q: 3 clusters Score -1622731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1622726.500000 Penalty: 4734.048340
	Iteration 42Q: 3 clusters Score -1622726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1622724.250000 Penalty: 4734.048340
	Iteration 43Q: 3 clusters Score -1622724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1622721.750000 Penalty: 4734.048340
	Iteration 44Q: 3 clusters Score -1622722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1622721.500000 Penalty: 4734.048340
	Iteration 45Q: 3 clusters Score -1622722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1622722.750000 Penalty: 4734.048340
	Iteration 46Q: 3 clusters Score -1622723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1622722.750000 Penalty: 4734.048340
	Iteration 47F: 3 clusters Score -1622723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216301 members 
Mstep: Class 2 contains 23554 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 7173 members 
Mstep: Class 6 contains 32212 members 
Mstep: Class 7 contains 9413 members 
Mstep: Class 8 contains 144180 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 173790 members 
Mstep: Class 11 contains 157088 members 
Mstep: Class 12 contains 3493 members 
Mstep: Class 13 contains 5701 members 
Mstep: Class 14 contains 40042 members 
Mstep: Class 15 contains 94736 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 44242 members 
Mstep: Class 18 contains 38268 members 
Mstep: Class 19 contains 6720 members 
Mstep: Class 20 contains 15852 members 
Mstep: Class 21 contains 8532 members 
Mstep: Class 22 contains 57249 members 
Mstep: Class 23 contains 15154 members 
Mstep: Class 24 contains 41466 members 
Mstep: Class 25 contains 11080 members 
Mstep: Class 26 contains 136999 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8885 members 
Mstep: Class 29 contains 6040 members 
Mstep: Class 30 contains 4255 members 
Mstep: Class 31 contains 4554 members 
Entering Unmasked Estep 
Score: -156079296.000000 Penalty: 108497.656250
Splitting cluster 7 changes total score from -156079600.000000 to -156079296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (144180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144180 members 
Entering Unmasked Estep 
Score: -17203714.000000 Penalty: 2945.946777
	Iteration 0F: 2 clusters Score -1.720371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72055 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -17107358.000000 Penalty: 5891.893555
	Iteration 0F: 3 clusters Score -1.710736e+07 nChanged 68646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -17146908.000000 Penalty: 5891.893555
	Iteration 1F: 3 clusters Score -1.714691e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 74016 members 
Entering Unmasked Estep 
Score: -17147690.000000 Penalty: 5891.893555
	Iteration 2Q: 3 clusters Score -1.714769e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -17148388.000000 Penalty: 5891.893555
	Iteration 3Q: 3 clusters Score -1.714839e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -17149312.000000 Penalty: 5891.893555
	Iteration 4Q: 3 clusters Score -1.714931e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 79463 members 
Entering Unmasked Estep 
Score: -17150878.000000 Penalty: 5891.893555
	Iteration 5Q: 3 clusters Score -1.715088e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 83264 members 
Entering Unmasked Estep 
Score: -17153138.000000 Penalty: 5891.893555
	Iteration 6Q: 3 clusters Score -1.715314e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 88602 members 
Entering Unmasked Estep 
Score: -17156874.000000 Penalty: 5891.893555
	Iteration 7F: 3 clusters Score -1.715687e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -17162598.000000 Penalty: 5891.893555
	Iteration 8F: 3 clusters Score -1.71626e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 103580 members 
Entering Unmasked Estep 
Score: -17170326.000000 Penalty: 5891.893555
	Iteration 9F: 3 clusters Score -1.717033e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 111168 members 
Entering Unmasked Estep 
Score: -17178112.000000 Penalty: 5891.893555
	Iteration 10F: 3 clusters Score -1.717811e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 117207 members 
Entering Unmasked Estep 
Score: -17184542.000000 Penalty: 5891.893555
	Iteration 11F: 3 clusters Score -1.718454e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 121438 members 
Entering Unmasked Estep 
Score: -17188846.000000 Penalty: 5891.893555
	Iteration 12Q: 3 clusters Score -1.718885e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 124361 members 
Entering Unmasked Estep 
Score: -17191208.000000 Penalty: 5891.893555
	Iteration 13Q: 3 clusters Score -1.719121e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 126689 members 
Entering Unmasked Estep 
Score: -17192768.000000 Penalty: 5891.893555
	Iteration 14Q: 3 clusters Score -1.719277e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 128720 members 
Entering Unmasked Estep 
Score: -17193808.000000 Penalty: 5891.893555
	Iteration 15Q: 3 clusters Score -1.719381e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 130530 members 
Entering Unmasked Estep 
Score: -17194740.000000 Penalty: 5891.893555
	Iteration 16Q: 3 clusters Score -1.719474e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 132243 members 
Entering Unmasked Estep 
Score: -17195658.000000 Penalty: 5891.893555
	Iteration 17Q: 3 clusters Score -1.719566e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 133772 members 
Entering Unmasked Estep 
Score: -17196408.000000 Penalty: 5891.893555
	Iteration 18Q: 3 clusters Score -1.719641e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 135131 members 
Entering Unmasked Estep 
Score: -17197014.000000 Penalty: 5891.893555
	Iteration 19Q: 3 clusters Score -1.719701e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 136341 members 
Entering Unmasked Estep 
Score: -17197540.000000 Penalty: 5891.893555
	Iteration 20F: 3 clusters Score -1.719754e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 137456 members 
Entering Unmasked Estep 
Score: -17198062.000000 Penalty: 5891.893555
	Iteration 21Q: 3 clusters Score -1.719806e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 138517 members 
Entering Unmasked Estep 
Score: -17198642.000000 Penalty: 5891.893555
	Iteration 22Q: 3 clusters Score -1.719864e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 139440 members 
Entering Unmasked Estep 
Score: -17198988.000000 Penalty: 5891.893555
	Iteration 23Q: 3 clusters Score -1.719899e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 140268 members 
Entering Unmasked Estep 
Score: -17199380.000000 Penalty: 5891.893555
	Iteration 24Q: 3 clusters Score -1.719938e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 141028 members 
Entering Unmasked Estep 
Score: -17199878.000000 Penalty: 5891.893555
	Iteration 25Q: 3 clusters Score -1.719988e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 141670 members 
Entering Unmasked Estep 
Score: -17200234.000000 Penalty: 5891.893555
	Iteration 26Q: 3 clusters Score -1.720023e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 142159 members 
Entering Unmasked Estep 
Score: -17200572.000000 Penalty: 5891.893555
	Iteration 27Q: 3 clusters Score -1.720057e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 142523 members 
Entering Unmasked Estep 
Score: -17200834.000000 Penalty: 5891.893555
	Iteration 28Q: 3 clusters Score -1.720083e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 142824 members 
Entering Unmasked Estep 
Score: -17200984.000000 Penalty: 5891.893555
	Iteration 29Q: 3 clusters Score -1.720098e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 143027 members 
Entering Unmasked Estep 
Score: -17201132.000000 Penalty: 5891.893555
	Iteration 30Q: 3 clusters Score -1.720113e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 143173 members 
Entering Unmasked Estep 
Score: -17201244.000000 Penalty: 5891.893555
	Iteration 31Q: 3 clusters Score -1.720124e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 143272 members 
Entering Unmasked Estep 
Score: -17201308.000000 Penalty: 5891.893555
	Iteration 32Q: 3 clusters Score -1.720131e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 143331 members 
Entering Unmasked Estep 
Score: -17201362.000000 Penalty: 5891.893555
	Iteration 33Q: 3 clusters Score -1.720136e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 143367 members 
Entering Unmasked Estep 
Score: -17201394.000000 Penalty: 5891.893555
	Iteration 34Q: 3 clusters Score -1.720139e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 143390 members 
Entering Unmasked Estep 
Score: -17201406.000000 Penalty: 5891.893555
	Iteration 35Q: 3 clusters Score -1.720141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 143408 members 
Entering Unmasked Estep 
Score: -17201418.000000 Penalty: 5891.893555
	Iteration 36Q: 3 clusters Score -1.720142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 143421 members 
Entering Unmasked Estep 
Score: -17201436.000000 Penalty: 5891.893555
	Iteration 37Q: 3 clusters Score -1.720144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 143437 members 
Entering Unmasked Estep 
Score: -17201442.000000 Penalty: 5891.893555
	Iteration 38Q: 3 clusters Score -1.720144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 143444 members 
Entering Unmasked Estep 
Score: -17201446.000000 Penalty: 5891.893555
	Iteration 39Q: 3 clusters Score -1.720145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 143454 members 
Entering Unmasked Estep 
Score: -17201480.000000 Penalty: 5891.893555
	Iteration 40F: 3 clusters Score -1.720148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 143462 members 
Entering Unmasked Estep 
Score: -17201498.000000 Penalty: 5891.893555
	Iteration 41Q: 3 clusters Score -1.72015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 143472 members 
Entering Unmasked Estep 
Score: -17201516.000000 Penalty: 5891.893555
	Iteration 42Q: 3 clusters Score -1.720152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 143475 members 
Entering Unmasked Estep 
Score: -17201520.000000 Penalty: 5891.893555
	Iteration 43Q: 3 clusters Score -1.720152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 143480 members 
Entering Unmasked Estep 
Score: -17201524.000000 Penalty: 5891.893555
	Iteration 44Q: 3 clusters Score -1.720152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 143484 members 
Entering Unmasked Estep 
Score: -17201516.000000 Penalty: 5891.893555
	Iteration 45Q: 3 clusters Score -1.720152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 143487 members 
Entering Unmasked Estep 
Score: -17201512.000000 Penalty: 5891.893555
	Iteration 46Q: 3 clusters Score -1.720151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 143487 members 
Entering Unmasked Estep 
Score: -17201506.000000 Penalty: 5891.893555
	Iteration 47Q: 3 clusters Score -1.720151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 143486 members 
Entering Unmasked Estep 
Score: -17201508.000000 Penalty: 5891.893555
	Iteration 48Q: 3 clusters Score -1.720151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 143486 members 
Entering Unmasked Estep 
Score: -17201508.000000 Penalty: 5891.893555
	Iteration 49F: 3 clusters Score -1.720151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Entering Unmasked Estep 
Score: -663609.937500 Penalty: 2163.522705
	Iteration 0F: 2 clusters Score -663609.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -658356.312500 Penalty: 4327.045410
	Iteration 0F: 3 clusters Score -658356.3 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -659932.687500 Penalty: 4327.045410
	Iteration 1F: 3 clusters Score -659932.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -660482.437500 Penalty: 4327.045410
	Iteration 2F: 3 clusters Score -660482.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -660982.875000 Penalty: 4327.045410
	Iteration 3F: 3 clusters Score -660982.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -661401.125000 Penalty: 4327.045410
	Iteration 4F: 3 clusters Score -661401.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -661712.875000 Penalty: 4327.045410
	Iteration 5F: 3 clusters Score -661712.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -661959.312500 Penalty: 4327.045410
	Iteration 6Q: 3 clusters Score -661959.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -662150.250000 Penalty: 4327.045410
	Iteration 7Q: 3 clusters Score -662150.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -662306.687500 Penalty: 4327.045410
	Iteration 8Q: 3 clusters Score -662306.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -662422.500000 Penalty: 4327.045410
	Iteration 9Q: 3 clusters Score -662422.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -662486.062500 Penalty: 4327.045410
	Iteration 10Q: 3 clusters Score -662486.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -662532.125000 Penalty: 4327.045410
	Iteration 11Q: 3 clusters Score -662532.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -662566.250000 Penalty: 4327.045410
	Iteration 12Q: 3 clusters Score -662566.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -662589.937500 Penalty: 4327.045410
	Iteration 13Q: 3 clusters Score -662589.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -662605.500000 Penalty: 4327.045410
	Iteration 14Q: 3 clusters Score -662605.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -662622.375000 Penalty: 4327.045410
	Iteration 15Q: 3 clusters Score -662622.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -662633.062500 Penalty: 4327.045410
	Iteration 16Q: 3 clusters Score -662633.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -662641.687500 Penalty: 4327.045410
	Iteration 17Q: 3 clusters Score -662641.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -662646.625000 Penalty: 4327.045410
	Iteration 18Q: 3 clusters Score -662646.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -662650.750000 Penalty: 4327.045410
	Iteration 19Q: 3 clusters Score -662650.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -662655.625000 Penalty: 4327.045410
	Iteration 20F: 3 clusters Score -662655.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -662659.375000 Penalty: 4327.045410
	Iteration 21Q: 3 clusters Score -662659.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -662664.000000 Penalty: 4327.045410
	Iteration 22Q: 3 clusters Score -662664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -662670.312500 Penalty: 4327.045410
	Iteration 23Q: 3 clusters Score -662670.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -662678.062500 Penalty: 4327.045410
	Iteration 24Q: 3 clusters Score -662678.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -662680.750000 Penalty: 4327.045410
	Iteration 25Q: 3 clusters Score -662680.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -662681.437500 Penalty: 4327.045410
	Iteration 26Q: 3 clusters Score -662681.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -662683.125000 Penalty: 4327.045410
	Iteration 27Q: 3 clusters Score -662683.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -662685.937500 Penalty: 4327.045410
	Iteration 28Q: 3 clusters Score -662685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -662689.812500 Penalty: 4327.045410
	Iteration 29Q: 3 clusters Score -662689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -662690.687500 Penalty: 4327.045410
	Iteration 30Q: 3 clusters Score -662690.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -662691.500000 Penalty: 4327.045410
	Iteration 31Q: 3 clusters Score -662691.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -662691.250000 Penalty: 4327.045410
	Iteration 32Q: 3 clusters Score -662691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -662691.937500 Penalty: 4327.045410
	Iteration 33Q: 3 clusters Score -662691.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -662691.250000 Penalty: 4327.045410
	Iteration 34Q: 3 clusters Score -662691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -662691.250000 Penalty: 4327.045410
	Iteration 35F: 3 clusters Score -662691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173790 members 
Entering Unmasked Estep 
Score: -20793896.000000 Penalty: 2992.269531
	Iteration 0F: 2 clusters Score -2.07939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86824 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -20683770.000000 Penalty: 5984.539062
	Iteration 0F: 3 clusters Score -2.068377e+07 nChanged 83271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 86621 members 
Entering Unmasked Estep 
Score: -20732306.000000 Penalty: 5984.539062
	Iteration 1F: 3 clusters Score -2.073231e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 86106 members 
Entering Unmasked Estep 
Score: -20733444.000000 Penalty: 5984.539062
	Iteration 2Q: 3 clusters Score -2.073344e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88562 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -20735168.000000 Penalty: 5984.539062
	Iteration 3Q: 3 clusters Score -2.073517e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -20737540.000000 Penalty: 5984.539062
	Iteration 4Q: 3 clusters Score -2.073754e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91756 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -20740736.000000 Penalty: 5984.539062
	Iteration 5Q: 3 clusters Score -2.074074e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -20744976.000000 Penalty: 5984.539062
	Iteration 6F: 3 clusters Score -2.074498e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98634 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -20749994.000000 Penalty: 5984.539062
	Iteration 7F: 3 clusters Score -2.074999e+07 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103741 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -20755678.000000 Penalty: 5984.539062
	Iteration 8F: 3 clusters Score -2.075568e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109703 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -20761688.000000 Penalty: 5984.539062
	Iteration 9F: 3 clusters Score -2.076169e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115848 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -20768124.000000 Penalty: 5984.539062
	Iteration 10F: 3 clusters Score -2.076812e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121615 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -20774178.000000 Penalty: 5984.539062
	Iteration 11Q: 3 clusters Score -2.077418e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126387 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -20779164.000000 Penalty: 5984.539062
	Iteration 12Q: 3 clusters Score -2.077916e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130190 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -20782536.000000 Penalty: 5984.539062
	Iteration 13Q: 3 clusters Score -2.078254e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133344 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -20784762.000000 Penalty: 5984.539062
	Iteration 14Q: 3 clusters Score -2.078476e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136172 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -20786084.000000 Penalty: 5984.539062
	Iteration 15Q: 3 clusters Score -2.078608e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138778 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -20787146.000000 Penalty: 5984.539062
	Iteration 16Q: 3 clusters Score -2.078715e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141179 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -20787868.000000 Penalty: 5984.539062
	Iteration 17Q: 3 clusters Score -2.078787e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143478 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -20788640.000000 Penalty: 5984.539062
	Iteration 18Q: 3 clusters Score -2.078864e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145736 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -20789152.000000 Penalty: 5984.539062
	Iteration 19Q: 3 clusters Score -2.078915e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147953 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -20789802.000000 Penalty: 5984.539062
	Iteration 20F: 3 clusters Score -2.07898e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150076 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -20790330.000000 Penalty: 5984.539062
	Iteration 21Q: 3 clusters Score -2.079033e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152146 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -20790646.000000 Penalty: 5984.539062
	Iteration 22Q: 3 clusters Score -2.079065e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154109 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -20790992.000000 Penalty: 5984.539062
	Iteration 23Q: 3 clusters Score -2.079099e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155956 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -20791204.000000 Penalty: 5984.539062
	Iteration 24Q: 3 clusters Score -2.07912e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157640 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -20791346.000000 Penalty: 5984.539062
	Iteration 25Q: 3 clusters Score -2.079135e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159172 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -20791566.000000 Penalty: 5984.539062
	Iteration 26Q: 3 clusters Score -2.079157e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160587 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -20791770.000000 Penalty: 5984.539062
	Iteration 27Q: 3 clusters Score -2.079177e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161893 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -20791832.000000 Penalty: 5984.539062
	Iteration 28Q: 3 clusters Score -2.079183e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163055 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -20791926.000000 Penalty: 5984.539062
	Iteration 29Q: 3 clusters Score -2.079193e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164132 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -20792128.000000 Penalty: 5984.539062
	Iteration 30Q: 3 clusters Score -2.079213e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165096 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -20792198.000000 Penalty: 5984.539062
	Iteration 31Q: 3 clusters Score -2.07922e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165921 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -20792208.000000 Penalty: 5984.539062
	Iteration 32Q: 3 clusters Score -2.079221e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166670 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -20792134.000000 Penalty: 5984.539062
	Iteration 33Q: 3 clusters Score -2.079213e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167350 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -20792216.000000 Penalty: 5984.539062
	Iteration 34Q: 3 clusters Score -2.079222e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167891 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -20792240.000000 Penalty: 5984.539062
	Iteration 35Q: 3 clusters Score -2.079224e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168393 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -20792246.000000 Penalty: 5984.539062
	Iteration 36Q: 3 clusters Score -2.079225e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168845 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -20792244.000000 Penalty: 5984.539062
	Iteration 37Q: 3 clusters Score -2.079224e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169202 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -20792260.000000 Penalty: 5984.539062
	Iteration 38Q: 3 clusters Score -2.079226e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169483 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -20792260.000000 Penalty: 5984.539062
	Iteration 39Q: 3 clusters Score -2.079226e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169741 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -20792200.000000 Penalty: 5984.539062
	Iteration 40F: 3 clusters Score -2.07922e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169953 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -20792176.000000 Penalty: 5984.539062
	Iteration 41Q: 3 clusters Score -2.079218e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170155 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -20792140.000000 Penalty: 5984.539062
	Iteration 42Q: 3 clusters Score -2.079214e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170338 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -20792074.000000 Penalty: 5984.539062
	Iteration 43Q: 3 clusters Score -2.079207e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170487 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -20792100.000000 Penalty: 5984.539062
	Iteration 44Q: 3 clusters Score -2.07921e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170627 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -20792096.000000 Penalty: 5984.539062
	Iteration 45Q: 3 clusters Score -2.07921e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170752 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -20792076.000000 Penalty: 5984.539062
	Iteration 46Q: 3 clusters Score -2.079208e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170871 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -20792104.000000 Penalty: 5984.539062
	Iteration 47Q: 3 clusters Score -2.07921e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170973 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -20792094.000000 Penalty: 5984.539062
	Iteration 48Q: 3 clusters Score -2.079209e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171050 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -20792094.000000 Penalty: 5984.539062
	Iteration 49Q: 3 clusters Score -2.079209e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171117 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -20792108.000000 Penalty: 5984.539062
	Iteration 50Q: 3 clusters Score -2.079211e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171170 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -20792106.000000 Penalty: 5984.539062
	Iteration 51Q: 3 clusters Score -2.079211e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171214 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -20792116.000000 Penalty: 5984.539062
	Iteration 52Q: 3 clusters Score -2.079212e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171266 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -20792126.000000 Penalty: 5984.539062
	Iteration 53Q: 3 clusters Score -2.079213e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171306 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -20792130.000000 Penalty: 5984.539062
	Iteration 54Q: 3 clusters Score -2.079213e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171335 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -20792128.000000 Penalty: 5984.539062
	Iteration 55Q: 3 clusters Score -2.079213e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171365 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -20792104.000000 Penalty: 5984.539062
	Iteration 56Q: 3 clusters Score -2.07921e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171387 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -20792100.000000 Penalty: 5984.539062
	Iteration 57Q: 3 clusters Score -2.07921e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171409 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -20792132.000000 Penalty: 5984.539062
	Iteration 58Q: 3 clusters Score -2.079213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171426 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -20792134.000000 Penalty: 5984.539062
	Iteration 59Q: 3 clusters Score -2.079213e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171440 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -20792122.000000 Penalty: 5984.539062
	Iteration 60F: 3 clusters Score -2.079212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171458 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -20792114.000000 Penalty: 5984.539062
	Iteration 61Q: 3 clusters Score -2.079211e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171476 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -20792104.000000 Penalty: 5984.539062
	Iteration 62Q: 3 clusters Score -2.07921e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171499 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -20792102.000000 Penalty: 5984.539062
	Iteration 63Q: 3 clusters Score -2.07921e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171522 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -20792112.000000 Penalty: 5984.539062
	Iteration 64Q: 3 clusters Score -2.079211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171545 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -20792090.000000 Penalty: 5984.539062
	Iteration 65Q: 3 clusters Score -2.079209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171559 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -20792078.000000 Penalty: 5984.539062
	Iteration 66Q: 3 clusters Score -2.079208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171575 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -20792076.000000 Penalty: 5984.539062
	Iteration 67Q: 3 clusters Score -2.079208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171590 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -20792068.000000 Penalty: 5984.539062
	Iteration 68Q: 3 clusters Score -2.079207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171599 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -20792088.000000 Penalty: 5984.539062
	Iteration 69Q: 3 clusters Score -2.079209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171614 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -20792090.000000 Penalty: 5984.539062
	Iteration 70Q: 3 clusters Score -2.079209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171626 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -20792074.000000 Penalty: 5984.539062
	Iteration 71Q: 3 clusters Score -2.079207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171626 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -20792074.000000 Penalty: 5984.539062
	Iteration 72Q: 3 clusters Score -2.079207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171626 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -20792074.000000 Penalty: 5984.539062
	Iteration 73F: 3 clusters Score -2.079207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (157088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157088 members 
Entering Unmasked Estep 
Score: -18804968.000000 Penalty: 2967.211182
	Iteration 0F: 2 clusters Score -1.880497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -18701180.000000 Penalty: 5934.422363
	Iteration 0F: 3 clusters Score -1.870118e+07 nChanged 75133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 75050 members 
Entering Unmasked Estep 
Score: -18745086.000000 Penalty: 5934.422363
	Iteration 1F: 3 clusters Score -1.874509e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84387 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -18746268.000000 Penalty: 5934.422363
	Iteration 2Q: 3 clusters Score -1.874627e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -18747950.000000 Penalty: 5934.422363
	Iteration 3Q: 3 clusters Score -1.874795e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93675 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -18751032.000000 Penalty: 5934.422363
	Iteration 4Q: 3 clusters Score -1.875103e+07 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101683 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -18756626.000000 Penalty: 5934.422363
	Iteration 5F: 3 clusters Score -1.875663e+07 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112233 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -18765366.000000 Penalty: 5934.422363
	Iteration 6F: 3 clusters Score -1.876537e+07 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123846 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -18776034.000000 Penalty: 5934.422363
	Iteration 7F: 3 clusters Score -1.877603e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134042 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -18786146.000000 Penalty: 5934.422363
	Iteration 8F: 3 clusters Score -1.878615e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141043 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -18793442.000000 Penalty: 5934.422363
	Iteration 9Q: 3 clusters Score -1.879344e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144955 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -18797898.000000 Penalty: 5934.422363
	Iteration 10Q: 3 clusters Score -1.87979e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146823 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -18800214.000000 Penalty: 5934.422363
	Iteration 11Q: 3 clusters Score -1.880021e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147803 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -18801434.000000 Penalty: 5934.422363
	Iteration 12Q: 3 clusters Score -1.880143e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148461 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -18802142.000000 Penalty: 5934.422363
	Iteration 13Q: 3 clusters Score -1.880214e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148935 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -18802564.000000 Penalty: 5934.422363
	Iteration 14Q: 3 clusters Score -1.880256e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149292 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -18802814.000000 Penalty: 5934.422363
	Iteration 15Q: 3 clusters Score -1.880281e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149597 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -18802978.000000 Penalty: 5934.422363
	Iteration 16Q: 3 clusters Score -1.880298e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149858 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -18803108.000000 Penalty: 5934.422363
	Iteration 17Q: 3 clusters Score -1.880311e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150063 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -18803162.000000 Penalty: 5934.422363
	Iteration 18Q: 3 clusters Score -1.880316e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -18803198.000000 Penalty: 5934.422363
	Iteration 19Q: 3 clusters Score -1.88032e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150382 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -18803260.000000 Penalty: 5934.422363
	Iteration 20F: 3 clusters Score -1.880326e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150505 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -18803252.000000 Penalty: 5934.422363
	Iteration 21Q: 3 clusters Score -1.880325e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150615 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -18803238.000000 Penalty: 5934.422363
	Iteration 22Q: 3 clusters Score -1.880324e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150695 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -18803208.000000 Penalty: 5934.422363
	Iteration 23Q: 3 clusters Score -1.880321e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150772 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -18803208.000000 Penalty: 5934.422363
	Iteration 24Q: 3 clusters Score -1.880321e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150839 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -18803206.000000 Penalty: 5934.422363
	Iteration 25Q: 3 clusters Score -1.880321e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150898 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -18803244.000000 Penalty: 5934.422363
	Iteration 26Q: 3 clusters Score -1.880324e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150955 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -18803192.000000 Penalty: 5934.422363
	Iteration 27Q: 3 clusters Score -1.880319e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151019 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -18803210.000000 Penalty: 5934.422363
	Iteration 28Q: 3 clusters Score -1.880321e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151080 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -18803206.000000 Penalty: 5934.422363
	Iteration 29Q: 3 clusters Score -1.880321e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151129 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -18803196.000000 Penalty: 5934.422363
	Iteration 30Q: 3 clusters Score -1.88032e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151190 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -18803222.000000 Penalty: 5934.422363
	Iteration 31Q: 3 clusters Score -1.880322e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151243 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -18803240.000000 Penalty: 5934.422363
	Iteration 32Q: 3 clusters Score -1.880324e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151303 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -18803278.000000 Penalty: 5934.422363
	Iteration 33Q: 3 clusters Score -1.880328e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151360 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -18803248.000000 Penalty: 5934.422363
	Iteration 34Q: 3 clusters Score -1.880325e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151403 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -18803250.000000 Penalty: 5934.422363
	Iteration 35Q: 3 clusters Score -1.880325e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151442 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -18803230.000000 Penalty: 5934.422363
	Iteration 36Q: 3 clusters Score -1.880323e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151484 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -18803220.000000 Penalty: 5934.422363
	Iteration 37Q: 3 clusters Score -1.880322e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151523 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -18803212.000000 Penalty: 5934.422363
	Iteration 38Q: 3 clusters Score -1.880321e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151562 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -18803222.000000 Penalty: 5934.422363
	Iteration 39Q: 3 clusters Score -1.880322e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151614 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -18803204.000000 Penalty: 5934.422363
	Iteration 40F: 3 clusters Score -1.88032e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151651 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -18803200.000000 Penalty: 5934.422363
	Iteration 41Q: 3 clusters Score -1.88032e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151696 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -18803204.000000 Penalty: 5934.422363
	Iteration 42Q: 3 clusters Score -1.88032e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151751 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -18803202.000000 Penalty: 5934.422363
	Iteration 43Q: 3 clusters Score -1.88032e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151811 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -18803212.000000 Penalty: 5934.422363
	Iteration 44Q: 3 clusters Score -1.880321e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151872 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -18803208.000000 Penalty: 5934.422363
	Iteration 45Q: 3 clusters Score -1.880321e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151909 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -18803182.000000 Penalty: 5934.422363
	Iteration 46Q: 3 clusters Score -1.880318e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151948 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -18803170.000000 Penalty: 5934.422363
	Iteration 47Q: 3 clusters Score -1.880317e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152006 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -18803168.000000 Penalty: 5934.422363
	Iteration 48Q: 3 clusters Score -1.880317e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152056 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -18803190.000000 Penalty: 5934.422363
	Iteration 49Q: 3 clusters Score -1.880319e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152104 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -18803216.000000 Penalty: 5934.422363
	Iteration 50Q: 3 clusters Score -1.880322e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152147 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -18803234.000000 Penalty: 5934.422363
	Iteration 51Q: 3 clusters Score -1.880323e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152186 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -18803182.000000 Penalty: 5934.422363
	Iteration 52Q: 3 clusters Score -1.880318e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152220 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -18803184.000000 Penalty: 5934.422363
	Iteration 53Q: 3 clusters Score -1.880318e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152256 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -18803194.000000 Penalty: 5934.422363
	Iteration 54Q: 3 clusters Score -1.880319e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152301 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -18803190.000000 Penalty: 5934.422363
	Iteration 55Q: 3 clusters Score -1.880319e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152344 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -18803198.000000 Penalty: 5934.422363
	Iteration 56Q: 3 clusters Score -1.88032e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152382 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -18803186.000000 Penalty: 5934.422363
	Iteration 57Q: 3 clusters Score -1.880319e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -18803178.000000 Penalty: 5934.422363
	Iteration 58Q: 3 clusters Score -1.880318e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152438 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -18803194.000000 Penalty: 5934.422363
	Iteration 59Q: 3 clusters Score -1.880319e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152466 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -18803222.000000 Penalty: 5934.422363
	Iteration 60F: 3 clusters Score -1.880322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152485 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -18803232.000000 Penalty: 5934.422363
	Iteration 61Q: 3 clusters Score -1.880323e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152502 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -18803200.000000 Penalty: 5934.422363
	Iteration 62Q: 3 clusters Score -1.88032e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152527 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -18803182.000000 Penalty: 5934.422363
	Iteration 63Q: 3 clusters Score -1.880318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152547 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -18803178.000000 Penalty: 5934.422363
	Iteration 64Q: 3 clusters Score -1.880318e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152573 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -18803196.000000 Penalty: 5934.422363
	Iteration 65Q: 3 clusters Score -1.88032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152597 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -18803180.000000 Penalty: 5934.422363
	Iteration 66Q: 3 clusters Score -1.880318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152611 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -18803182.000000 Penalty: 5934.422363
	Iteration 67Q: 3 clusters Score -1.880318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152619 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -18803172.000000 Penalty: 5934.422363
	Iteration 68Q: 3 clusters Score -1.880317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152627 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -18803160.000000 Penalty: 5934.422363
	Iteration 69Q: 3 clusters Score -1.880316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152634 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -18803170.000000 Penalty: 5934.422363
	Iteration 70Q: 3 clusters Score -1.880317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152640 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -18803164.000000 Penalty: 5934.422363
	Iteration 71Q: 3 clusters Score -1.880316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152644 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -18803160.000000 Penalty: 5934.422363
	Iteration 72Q: 3 clusters Score -1.880316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152648 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -18803182.000000 Penalty: 5934.422363
	Iteration 73Q: 3 clusters Score -1.880318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152652 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -18803172.000000 Penalty: 5934.422363
	Iteration 74Q: 3 clusters Score -1.880317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152656 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -18803168.000000 Penalty: 5934.422363
	Iteration 75Q: 3 clusters Score -1.880317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -18803172.000000 Penalty: 5934.422363
	Iteration 76Q: 3 clusters Score -1.880317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152673 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -18803146.000000 Penalty: 5934.422363
	Iteration 77Q: 3 clusters Score -1.880315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152684 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -18803142.000000 Penalty: 5934.422363
	Iteration 78Q: 3 clusters Score -1.880314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152695 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -18803140.000000 Penalty: 5934.422363
	Iteration 79Q: 3 clusters Score -1.880314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -18803146.000000 Penalty: 5934.422363
	Iteration 80F: 3 clusters Score -1.880315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152723 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -18803142.000000 Penalty: 5934.422363
	Iteration 81Q: 3 clusters Score -1.880314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152737 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -18803128.000000 Penalty: 5934.422363
	Iteration 82Q: 3 clusters Score -1.880313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152744 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -18803122.000000 Penalty: 5934.422363
	Iteration 83Q: 3 clusters Score -1.880312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152750 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -18803132.000000 Penalty: 5934.422363
	Iteration 84Q: 3 clusters Score -1.880313e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152764 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -18803116.000000 Penalty: 5934.422363
	Iteration 85Q: 3 clusters Score -1.880312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152780 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -18803120.000000 Penalty: 5934.422363
	Iteration 86Q: 3 clusters Score -1.880312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -18803104.000000 Penalty: 5934.422363
	Iteration 87Q: 3 clusters Score -1.88031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152808 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -18803102.000000 Penalty: 5934.422363
	Iteration 88Q: 3 clusters Score -1.88031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152818 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -18803092.000000 Penalty: 5934.422363
	Iteration 89Q: 3 clusters Score -1.880309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152830 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -18803094.000000 Penalty: 5934.422363
	Iteration 90Q: 3 clusters Score -1.880309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152845 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -18803104.000000 Penalty: 5934.422363
	Iteration 91Q: 3 clusters Score -1.88031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152859 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -18803096.000000 Penalty: 5934.422363
	Iteration 92Q: 3 clusters Score -1.88031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152871 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -18803092.000000 Penalty: 5934.422363
	Iteration 93Q: 3 clusters Score -1.880309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152879 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -18803084.000000 Penalty: 5934.422363
	Iteration 94Q: 3 clusters Score -1.880308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152893 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -18803090.000000 Penalty: 5934.422363
	Iteration 95Q: 3 clusters Score -1.880309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152904 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -18803098.000000 Penalty: 5934.422363
	Iteration 96Q: 3 clusters Score -1.88031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152918 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -18803100.000000 Penalty: 5934.422363
	Iteration 97Q: 3 clusters Score -1.88031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152926 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -18803104.000000 Penalty: 5934.422363
	Iteration 98Q: 3 clusters Score -1.88031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152934 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -18803098.000000 Penalty: 5934.422363
	Iteration 99Q: 3 clusters Score -1.88031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152943 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -18803104.000000 Penalty: 5934.422363
	Iteration 100F: 3 clusters Score -1.88031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152954 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -18803098.000000 Penalty: 5934.422363
	Iteration 101Q: 3 clusters Score -1.88031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152963 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -18803084.000000 Penalty: 5934.422363
	Iteration 102Q: 3 clusters Score -1.880308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -18803078.000000 Penalty: 5934.422363
	Iteration 103Q: 3 clusters Score -1.880308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152972 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -18803082.000000 Penalty: 5934.422363
	Iteration 104Q: 3 clusters Score -1.880308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152977 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -18803092.000000 Penalty: 5934.422363
	Iteration 105Q: 3 clusters Score -1.880309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152982 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -18803084.000000 Penalty: 5934.422363
	Iteration 106Q: 3 clusters Score -1.880308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152989 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -18803092.000000 Penalty: 5934.422363
	Iteration 107Q: 3 clusters Score -1.880309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152994 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -18803092.000000 Penalty: 5934.422363
	Iteration 108Q: 3 clusters Score -1.880309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153002 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -18803098.000000 Penalty: 5934.422363
	Iteration 109Q: 3 clusters Score -1.88031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153014 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -18803100.000000 Penalty: 5934.422363
	Iteration 110Q: 3 clusters Score -1.88031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153033 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -18803096.000000 Penalty: 5934.422363
	Iteration 111Q: 3 clusters Score -1.88031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153043 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -18803090.000000 Penalty: 5934.422363
	Iteration 112Q: 3 clusters Score -1.880309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153060 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -18803100.000000 Penalty: 5934.422363
	Iteration 113Q: 3 clusters Score -1.88031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153080 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -18803096.000000 Penalty: 5934.422363
	Iteration 114Q: 3 clusters Score -1.88031e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153096 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -18803110.000000 Penalty: 5934.422363
	Iteration 115Q: 3 clusters Score -1.880311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153109 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -18803112.000000 Penalty: 5934.422363
	Iteration 116Q: 3 clusters Score -1.880311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153123 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -18803122.000000 Penalty: 5934.422363
	Iteration 117Q: 3 clusters Score -1.880312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153135 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -18803134.000000 Penalty: 5934.422363
	Iteration 118Q: 3 clusters Score -1.880313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153148 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -18803104.000000 Penalty: 5934.422363
	Iteration 119Q: 3 clusters Score -1.88031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153161 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -18803096.000000 Penalty: 5934.422363
	Iteration 120F: 3 clusters Score -1.88031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153170 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -18803084.000000 Penalty: 5934.422363
	Iteration 121Q: 3 clusters Score -1.880308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153184 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -18803080.000000 Penalty: 5934.422363
	Iteration 122Q: 3 clusters Score -1.880308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -18803072.000000 Penalty: 5934.422363
	Iteration 123Q: 3 clusters Score -1.880307e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153225 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -18803078.000000 Penalty: 5934.422363
	Iteration 124Q: 3 clusters Score -1.880308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153242 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -18803074.000000 Penalty: 5934.422363
	Iteration 125Q: 3 clusters Score -1.880307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153253 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -18803072.000000 Penalty: 5934.422363
	Iteration 126Q: 3 clusters Score -1.880307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153258 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -18803064.000000 Penalty: 5934.422363
	Iteration 127Q: 3 clusters Score -1.880306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153265 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -18803056.000000 Penalty: 5934.422363
	Iteration 128Q: 3 clusters Score -1.880306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -18803062.000000 Penalty: 5934.422363
	Iteration 129Q: 3 clusters Score -1.880306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153278 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -18803058.000000 Penalty: 5934.422363
	Iteration 130Q: 3 clusters Score -1.880306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153287 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -18803056.000000 Penalty: 5934.422363
	Iteration 131Q: 3 clusters Score -1.880306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153289 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -18803048.000000 Penalty: 5934.422363
	Iteration 132Q: 3 clusters Score -1.880305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -18803064.000000 Penalty: 5934.422363
	Iteration 133Q: 3 clusters Score -1.880306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153305 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -18803058.000000 Penalty: 5934.422363
	Iteration 134Q: 3 clusters Score -1.880306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153318 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -18803050.000000 Penalty: 5934.422363
	Iteration 135Q: 3 clusters Score -1.880305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153329 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -18803042.000000 Penalty: 5934.422363
	Iteration 136Q: 3 clusters Score -1.880304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153338 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -18803034.000000 Penalty: 5934.422363
	Iteration 137Q: 3 clusters Score -1.880303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153350 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -18803032.000000 Penalty: 5934.422363
	Iteration 138Q: 3 clusters Score -1.880303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153360 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -18803034.000000 Penalty: 5934.422363
	Iteration 139Q: 3 clusters Score -1.880303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153376 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -18803042.000000 Penalty: 5934.422363
	Iteration 140F: 3 clusters Score -1.880304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153388 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -18803054.000000 Penalty: 5934.422363
	Iteration 141Q: 3 clusters Score -1.880305e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153400 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -18803066.000000 Penalty: 5934.422363
	Iteration 142Q: 3 clusters Score -1.880307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153413 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -18803064.000000 Penalty: 5934.422363
	Iteration 143Q: 3 clusters Score -1.880306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153422 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -18803080.000000 Penalty: 5934.422363
	Iteration 144Q: 3 clusters Score -1.880308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153427 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -18803064.000000 Penalty: 5934.422363
	Iteration 145Q: 3 clusters Score -1.880306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153433 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -18803062.000000 Penalty: 5934.422363
	Iteration 146Q: 3 clusters Score -1.880306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153438 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -18803054.000000 Penalty: 5934.422363
	Iteration 147Q: 3 clusters Score -1.880305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153446 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -18803074.000000 Penalty: 5934.422363
	Iteration 148Q: 3 clusters Score -1.880307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153452 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -18803062.000000 Penalty: 5934.422363
	Iteration 149Q: 3 clusters Score -1.880306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153460 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -18803064.000000 Penalty: 5934.422363
	Iteration 150Q: 3 clusters Score -1.880306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153467 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -18803052.000000 Penalty: 5934.422363
	Iteration 151Q: 3 clusters Score -1.880305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153475 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -18803036.000000 Penalty: 5934.422363
	Iteration 152Q: 3 clusters Score -1.880304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153482 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -18803042.000000 Penalty: 5934.422363
	Iteration 153Q: 3 clusters Score -1.880304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153488 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -18803036.000000 Penalty: 5934.422363
	Iteration 154Q: 3 clusters Score -1.880304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153501 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -18803004.000000 Penalty: 5934.422363
	Iteration 155Q: 3 clusters Score -1.8803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153508 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -18803000.000000 Penalty: 5934.422363
	Iteration 156Q: 3 clusters Score -1.8803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -18803006.000000 Penalty: 5934.422363
	Iteration 157Q: 3 clusters Score -1.880301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153521 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -18803024.000000 Penalty: 5934.422363
	Iteration 158Q: 3 clusters Score -1.880302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153528 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -18803036.000000 Penalty: 5934.422363
	Iteration 159Q: 3 clusters Score -1.880304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153532 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -18803030.000000 Penalty: 5934.422363
	Iteration 160F: 3 clusters Score -1.880303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153539 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -18803038.000000 Penalty: 5934.422363
	Iteration 161Q: 3 clusters Score -1.880304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153547 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -18803038.000000 Penalty: 5934.422363
	Iteration 162Q: 3 clusters Score -1.880304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153552 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -18803038.000000 Penalty: 5934.422363
	Iteration 163Q: 3 clusters Score -1.880304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -18803038.000000 Penalty: 5934.422363
	Iteration 164Q: 3 clusters Score -1.880304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -18803030.000000 Penalty: 5934.422363
	Iteration 165Q: 3 clusters Score -1.880303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -18803012.000000 Penalty: 5934.422363
	Iteration 166Q: 3 clusters Score -1.880301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153574 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -18803036.000000 Penalty: 5934.422363
	Iteration 167Q: 3 clusters Score -1.880304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153578 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -18803014.000000 Penalty: 5934.422363
	Iteration 168Q: 3 clusters Score -1.880301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153581 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -18803016.000000 Penalty: 5934.422363
	Iteration 169Q: 3 clusters Score -1.880302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153580 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -18803028.000000 Penalty: 5934.422363
	Iteration 170Q: 3 clusters Score -1.880303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153580 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -18803028.000000 Penalty: 5934.422363
	Iteration 171F: 3 clusters Score -1.880303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -405193.812500 Penalty: 2023.312012
	Iteration 0F: 2 clusters Score -405193.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -401630.375000 Penalty: 4046.624023
	Iteration 0F: 3 clusters Score -401630.4 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -402387.781250 Penalty: 4046.624023
	Iteration 1F: 3 clusters Score -402387.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -402543.000000 Penalty: 4046.624023
	Iteration 2F: 3 clusters Score -402543 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -402642.312500 Penalty: 4046.624023
	Iteration 3Q: 3 clusters Score -402642.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -402705.187500 Penalty: 4046.624023
	Iteration 4Q: 3 clusters Score -402705.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -402761.093750 Penalty: 4046.624023
	Iteration 5Q: 3 clusters Score -402761.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -402806.718750 Penalty: 4046.624023
	Iteration 6Q: 3 clusters Score -402806.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -402844.281250 Penalty: 4046.624023
	Iteration 7Q: 3 clusters Score -402844.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -402873.218750 Penalty: 4046.624023
	Iteration 8Q: 3 clusters Score -402873.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -402892.125000 Penalty: 4046.624023
	Iteration 9Q: 3 clusters Score -402892.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -402905.468750 Penalty: 4046.624023
	Iteration 10Q: 3 clusters Score -402905.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -402917.468750 Penalty: 4046.624023
	Iteration 11Q: 3 clusters Score -402917.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -402931.000000 Penalty: 4046.624023
	Iteration 12Q: 3 clusters Score -402931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -402952.437500 Penalty: 4046.624023
	Iteration 13Q: 3 clusters Score -402952.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -402973.468750 Penalty: 4046.624023
	Iteration 14Q: 3 clusters Score -402973.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -402997.000000 Penalty: 4046.624023
	Iteration 15Q: 3 clusters Score -402997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -403014.781250 Penalty: 4046.624023
	Iteration 16Q: 3 clusters Score -403014.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -403037.531250 Penalty: 4046.624023
	Iteration 17Q: 3 clusters Score -403037.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -403060.250000 Penalty: 4046.624023
	Iteration 18Q: 3 clusters Score -403060.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -403075.843750 Penalty: 4046.624023
	Iteration 19Q: 3 clusters Score -403075.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -403091.406250 Penalty: 4046.624023
	Iteration 20F: 3 clusters Score -403091.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -403107.781250 Penalty: 4046.624023
	Iteration 21Q: 3 clusters Score -403107.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -403124.437500 Penalty: 4046.624023
	Iteration 22Q: 3 clusters Score -403124.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -403136.968750 Penalty: 4046.624023
	Iteration 23Q: 3 clusters Score -403137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -403149.812500 Penalty: 4046.624023
	Iteration 24Q: 3 clusters Score -403149.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -403160.937500 Penalty: 4046.624023
	Iteration 25Q: 3 clusters Score -403160.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -403170.000000 Penalty: 4046.624023
	Iteration 26Q: 3 clusters Score -403170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -403184.562500 Penalty: 4046.624023
	Iteration 27Q: 3 clusters Score -403184.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -403196.468750 Penalty: 4046.624023
	Iteration 28Q: 3 clusters Score -403196.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -403199.500000 Penalty: 4046.624023
	Iteration 29Q: 3 clusters Score -403199.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -403203.531250 Penalty: 4046.624023
	Iteration 30Q: 3 clusters Score -403203.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -403207.062500 Penalty: 4046.624023
	Iteration 31Q: 3 clusters Score -403207.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -403211.156250 Penalty: 4046.624023
	Iteration 32Q: 3 clusters Score -403211.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -403219.281250 Penalty: 4046.624023
	Iteration 33Q: 3 clusters Score -403219.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -403225.687500 Penalty: 4046.624023
	Iteration 34Q: 3 clusters Score -403225.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -403230.187500 Penalty: 4046.624023
	Iteration 35Q: 3 clusters Score -403230.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -403234.843750 Penalty: 4046.624023
	Iteration 36Q: 3 clusters Score -403234.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -403241.437500 Penalty: 4046.624023
	Iteration 37Q: 3 clusters Score -403241.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -403249.406250 Penalty: 4046.624023
	Iteration 38Q: 3 clusters Score -403249.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -403257.281250 Penalty: 4046.624023
	Iteration 39Q: 3 clusters Score -403257.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -403265.656250 Penalty: 4046.624023
	Iteration 40F: 3 clusters Score -403265.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -403275.156250 Penalty: 4046.624023
	Iteration 41Q: 3 clusters Score -403275.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -403283.250000 Penalty: 4046.624023
	Iteration 42Q: 3 clusters Score -403283.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -403290.750000 Penalty: 4046.624023
	Iteration 43Q: 3 clusters Score -403290.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -403294.062500 Penalty: 4046.624023
	Iteration 44Q: 3 clusters Score -403294.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -403294.812500 Penalty: 4046.624023
	Iteration 45Q: 3 clusters Score -403294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -403294.968750 Penalty: 4046.624023
	Iteration 46Q: 3 clusters Score -403295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -403294.968750 Penalty: 4046.624023
	Iteration 47F: 3 clusters Score -403295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Entering Unmasked Estep 
Score: -653358.250000 Penalty: 2144.802246
	Iteration 0F: 2 clusters Score -653358.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -648415.312500 Penalty: 4289.604492
	Iteration 0F: 3 clusters Score -648415.3 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -649822.000000 Penalty: 4289.604492
	Iteration 1F: 3 clusters Score -649822 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -650217.562500 Penalty: 4289.604492
	Iteration 2F: 3 clusters Score -650217.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -650568.375000 Penalty: 4289.604492
	Iteration 3F: 3 clusters Score -650568.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -650898.062500 Penalty: 4289.604492
	Iteration 4F: 3 clusters Score -650898.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -651270.562500 Penalty: 4289.604492
	Iteration 5F: 3 clusters Score -651270.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -651647.375000 Penalty: 4289.604492
	Iteration 6F: 3 clusters Score -651647.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -651924.000000 Penalty: 4289.604492
	Iteration 7F: 3 clusters Score -651924 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -652101.375000 Penalty: 4289.604492
	Iteration 8Q: 3 clusters Score -652101.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -652200.875000 Penalty: 4289.604492
	Iteration 9Q: 3 clusters Score -652200.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -652251.312500 Penalty: 4289.604492
	Iteration 10Q: 3 clusters Score -652251.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -652283.187500 Penalty: 4289.604492
	Iteration 11Q: 3 clusters Score -652283.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -652301.062500 Penalty: 4289.604492
	Iteration 12Q: 3 clusters Score -652301.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -652310.750000 Penalty: 4289.604492
	Iteration 13Q: 3 clusters Score -652310.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -652317.187500 Penalty: 4289.604492
	Iteration 14Q: 3 clusters Score -652317.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -652324.187500 Penalty: 4289.604492
	Iteration 15Q: 3 clusters Score -652324.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -652327.625000 Penalty: 4289.604492
	Iteration 16Q: 3 clusters Score -652327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -652331.375000 Penalty: 4289.604492
	Iteration 17Q: 3 clusters Score -652331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -652332.312500 Penalty: 4289.604492
	Iteration 18Q: 3 clusters Score -652332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -652333.125000 Penalty: 4289.604492
	Iteration 19Q: 3 clusters Score -652333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -652333.875000 Penalty: 4289.604492
	Iteration 20F: 3 clusters Score -652333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -652336.375000 Penalty: 4289.604492
	Iteration 21Q: 3 clusters Score -652336.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -652342.312500 Penalty: 4289.604492
	Iteration 22Q: 3 clusters Score -652342.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -652342.750000 Penalty: 4289.604492
	Iteration 23Q: 3 clusters Score -652342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -652345.187500 Penalty: 4289.604492
	Iteration 24Q: 3 clusters Score -652345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -652347.500000 Penalty: 4289.604492
	Iteration 25Q: 3 clusters Score -652347.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -652348.062500 Penalty: 4289.604492
	Iteration 26Q: 3 clusters Score -652348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -652349.750000 Penalty: 4289.604492
	Iteration 27Q: 3 clusters Score -652349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -652350.687500 Penalty: 4289.604492
	Iteration 28Q: 3 clusters Score -652350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -652350.750000 Penalty: 4289.604492
	Iteration 29Q: 3 clusters Score -652350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -652351.625000 Penalty: 4289.604492
	Iteration 30Q: 3 clusters Score -652351.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -652350.812500 Penalty: 4289.604492
	Iteration 31Q: 3 clusters Score -652350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -652350.812500 Penalty: 4289.604492
	Iteration 32F: 3 clusters Score -652350.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Entering Unmasked Estep 
Score: -4764937.500000 Penalty: 2628.225586
	Iteration 0F: 2 clusters Score -4764938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -4737927.500000 Penalty: 5256.451172
	Iteration 0F: 3 clusters Score -4737928 nChanged 18178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -4748115.500000 Penalty: 5256.451172
	Iteration 1F: 3 clusters Score -4748116 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -4749002.500000 Penalty: 5256.451172
	Iteration 2F: 3 clusters Score -4749002 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4750294.500000 Penalty: 5256.451172
	Iteration 3F: 3 clusters Score -4750294 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -4752152.000000 Penalty: 5256.451172
	Iteration 4F: 3 clusters Score -4752152 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -4754489.000000 Penalty: 5256.451172
	Iteration 5F: 3 clusters Score -4754489 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -4756939.000000 Penalty: 5256.451172
	Iteration 6F: 3 clusters Score -4756939 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -4759183.500000 Penalty: 5256.451172
	Iteration 7F: 3 clusters Score -4759184 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -4760800.000000 Penalty: 5256.451172
	Iteration 8Q: 3 clusters Score -4760800 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4761804.000000 Penalty: 5256.451172
	Iteration 9Q: 3 clusters Score -4761804 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4762374.000000 Penalty: 5256.451172
	Iteration 10Q: 3 clusters Score -4762374 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4762679.500000 Penalty: 5256.451172
	Iteration 11Q: 3 clusters Score -4762680 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4762882.500000 Penalty: 5256.451172
	Iteration 12Q: 3 clusters Score -4762882 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4762997.000000 Penalty: 5256.451172
	Iteration 13Q: 3 clusters Score -4762997 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4763065.500000 Penalty: 5256.451172
	Iteration 14Q: 3 clusters Score -4763066 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4763136.500000 Penalty: 5256.451172
	Iteration 15Q: 3 clusters Score -4763136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4763166.000000 Penalty: 5256.451172
	Iteration 16Q: 3 clusters Score -4763166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4763199.000000 Penalty: 5256.451172
	Iteration 17Q: 3 clusters Score -4763199 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4763193.500000 Penalty: 5256.451172
	Iteration 18Q: 3 clusters Score -4763194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4763207.000000 Penalty: 5256.451172
	Iteration 19Q: 3 clusters Score -4763207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4763211.500000 Penalty: 5256.451172
	Iteration 20F: 3 clusters Score -4763212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4763226.000000 Penalty: 5256.451172
	Iteration 21Q: 3 clusters Score -4763226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4763227.500000 Penalty: 5256.451172
	Iteration 22Q: 3 clusters Score -4763228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4763227.500000 Penalty: 5256.451172
	Iteration 23Q: 3 clusters Score -4763228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4763230.000000 Penalty: 5256.451172
	Iteration 24Q: 3 clusters Score -4763230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4763223.500000 Penalty: 5256.451172
	Iteration 25Q: 3 clusters Score -4763224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4763224.000000 Penalty: 5256.451172
	Iteration 26Q: 3 clusters Score -4763224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4763223.500000 Penalty: 5256.451172
	Iteration 27Q: 3 clusters Score -4763224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4763225.000000 Penalty: 5256.451172
	Iteration 28Q: 3 clusters Score -4763225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4763229.000000 Penalty: 5256.451172
	Iteration 29Q: 3 clusters Score -4763229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4763232.000000 Penalty: 5256.451172
	Iteration 30Q: 3 clusters Score -4763232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4763232.000000 Penalty: 5256.451172
	Iteration 31F: 3 clusters Score -4763232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94736 members 
Entering Unmasked Estep 
Score: -11306132.000000 Penalty: 2841.794434
	Iteration 0F: 2 clusters Score -1.130613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -11242374.000000 Penalty: 5683.588867
	Iteration 0F: 3 clusters Score -1.124237e+07 nChanged 44922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -11267866.000000 Penalty: 5683.588867
	Iteration 1F: 3 clusters Score -1.126787e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -11268726.000000 Penalty: 5683.588867
	Iteration 2Q: 3 clusters Score -1.126873e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -11269829.000000 Penalty: 5683.588867
	Iteration 3Q: 3 clusters Score -1.126983e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -11271601.000000 Penalty: 5683.588867
	Iteration 4Q: 3 clusters Score -1.12716e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -11274156.000000 Penalty: 5683.588867
	Iteration 5F: 3 clusters Score -1.127416e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -11278281.000000 Penalty: 5683.588867
	Iteration 6F: 3 clusters Score -1.127828e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -11283600.000000 Penalty: 5683.588867
	Iteration 7F: 3 clusters Score -1.12836e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -11289678.000000 Penalty: 5683.588867
	Iteration 8F: 3 clusters Score -1.128968e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 82276 members 
Entering Unmasked Estep 
Score: -11294918.000000 Penalty: 5683.588867
	Iteration 9F: 3 clusters Score -1.129492e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 86901 members 
Entering Unmasked Estep 
Score: -11298806.000000 Penalty: 5683.588867
	Iteration 10Q: 3 clusters Score -1.129881e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -11301200.000000 Penalty: 5683.588867
	Iteration 11Q: 3 clusters Score -1.13012e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 91771 members 
Entering Unmasked Estep 
Score: -11302559.000000 Penalty: 5683.588867
	Iteration 12Q: 3 clusters Score -1.130256e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -11303294.000000 Penalty: 5683.588867
	Iteration 13Q: 3 clusters Score -1.130329e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -11303692.000000 Penalty: 5683.588867
	Iteration 14Q: 3 clusters Score -1.130369e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 93551 members 
Entering Unmasked Estep 
Score: -11303882.000000 Penalty: 5683.588867
	Iteration 15Q: 3 clusters Score -1.130388e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -11304015.000000 Penalty: 5683.588867
	Iteration 16Q: 3 clusters Score -1.130402e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 93761 members 
Entering Unmasked Estep 
Score: -11304055.000000 Penalty: 5683.588867
	Iteration 17Q: 3 clusters Score -1.130406e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -11304123.000000 Penalty: 5683.588867
	Iteration 18Q: 3 clusters Score -1.130412e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 93832 members 
Entering Unmasked Estep 
Score: -11304152.000000 Penalty: 5683.588867
	Iteration 19Q: 3 clusters Score -1.130415e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 93857 members 
Entering Unmasked Estep 
Score: -11304174.000000 Penalty: 5683.588867
	Iteration 20F: 3 clusters Score -1.130417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 93868 members 
Entering Unmasked Estep 
Score: -11304166.000000 Penalty: 5683.588867
	Iteration 21Q: 3 clusters Score -1.130417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -11304173.000000 Penalty: 5683.588867
	Iteration 22Q: 3 clusters Score -1.130417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -11304189.000000 Penalty: 5683.588867
	Iteration 23Q: 3 clusters Score -1.130419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -11304205.000000 Penalty: 5683.588867
	Iteration 24Q: 3 clusters Score -1.13042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 93904 members 
Entering Unmasked Estep 
Score: -11304212.000000 Penalty: 5683.588867
	Iteration 25Q: 3 clusters Score -1.130421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -11304212.000000 Penalty: 5683.588867
	Iteration 26Q: 3 clusters Score -1.130421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 93913 members 
Entering Unmasked Estep 
Score: -11304197.000000 Penalty: 5683.588867
	Iteration 27Q: 3 clusters Score -1.13042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 93918 members 
Entering Unmasked Estep 
Score: -11304201.000000 Penalty: 5683.588867
	Iteration 28Q: 3 clusters Score -1.13042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -11304212.000000 Penalty: 5683.588867
	Iteration 29Q: 3 clusters Score -1.130421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 93917 members 
Entering Unmasked Estep 
Score: -11304210.000000 Penalty: 5683.588867
	Iteration 30Q: 3 clusters Score -1.130421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 93918 members 
Entering Unmasked Estep 
Score: -11304215.000000 Penalty: 5683.588867
	Iteration 31Q: 3 clusters Score -1.130422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 93919 members 
Entering Unmasked Estep 
Score: -11304211.000000 Penalty: 5683.588867
	Iteration 32Q: 3 clusters Score -1.130421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -11304207.000000 Penalty: 5683.588867
	Iteration 33Q: 3 clusters Score -1.130421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -11304207.000000 Penalty: 5683.588867
	Iteration 34F: 3 clusters Score -1.130421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Entering Unmasked Estep 
Score: -546862.750000 Penalty: 2111.518799
	Iteration 0F: 2 clusters Score -546862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -542352.187500 Penalty: 4223.037598
	Iteration 0F: 3 clusters Score -542352.2 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -543497.250000 Penalty: 4223.037598
	Iteration 1F: 3 clusters Score -543497.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -543849.312500 Penalty: 4223.037598
	Iteration 2F: 3 clusters Score -543849.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -544088.437500 Penalty: 4223.037598
	Iteration 3F: 3 clusters Score -544088.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -544254.812500 Penalty: 4223.037598
	Iteration 4Q: 3 clusters Score -544254.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -544392.125000 Penalty: 4223.037598
	Iteration 5Q: 3 clusters Score -544392.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -544506.125000 Penalty: 4223.037598
	Iteration 6Q: 3 clusters Score -544506.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -544620.250000 Penalty: 4223.037598
	Iteration 7Q: 3 clusters Score -544620.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -544710.250000 Penalty: 4223.037598
	Iteration 8Q: 3 clusters Score -544710.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -544782.437500 Penalty: 4223.037598
	Iteration 9Q: 3 clusters Score -544782.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -544849.625000 Penalty: 4223.037598
	Iteration 10Q: 3 clusters Score -544849.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -544915.812500 Penalty: 4223.037598
	Iteration 11Q: 3 clusters Score -544915.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -544961.187500 Penalty: 4223.037598
	Iteration 12Q: 3 clusters Score -544961.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -544997.875000 Penalty: 4223.037598
	Iteration 13Q: 3 clusters Score -544997.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -545039.437500 Penalty: 4223.037598
	Iteration 14Q: 3 clusters Score -545039.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -545086.250000 Penalty: 4223.037598
	Iteration 15Q: 3 clusters Score -545086.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -545131.500000 Penalty: 4223.037598
	Iteration 16Q: 3 clusters Score -545131.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -545165.625000 Penalty: 4223.037598
	Iteration 17Q: 3 clusters Score -545165.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -545199.625000 Penalty: 4223.037598
	Iteration 18Q: 3 clusters Score -545199.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -545230.250000 Penalty: 4223.037598
	Iteration 19Q: 3 clusters Score -545230.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -545258.750000 Penalty: 4223.037598
	Iteration 20F: 3 clusters Score -545258.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -545287.000000 Penalty: 4223.037598
	Iteration 21Q: 3 clusters Score -545287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -545303.562500 Penalty: 4223.037598
	Iteration 22Q: 3 clusters Score -545303.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -545320.750000 Penalty: 4223.037598
	Iteration 23Q: 3 clusters Score -545320.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -545333.312500 Penalty: 4223.037598
	Iteration 24Q: 3 clusters Score -545333.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -545344.062500 Penalty: 4223.037598
	Iteration 25Q: 3 clusters Score -545344.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -545361.125000 Penalty: 4223.037598
	Iteration 26Q: 3 clusters Score -545361.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -545371.875000 Penalty: 4223.037598
	Iteration 27Q: 3 clusters Score -545371.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -545378.500000 Penalty: 4223.037598
	Iteration 28Q: 3 clusters Score -545378.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -545382.250000 Penalty: 4223.037598
	Iteration 29Q: 3 clusters Score -545382.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -545388.187500 Penalty: 4223.037598
	Iteration 30Q: 3 clusters Score -545388.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -545396.125000 Penalty: 4223.037598
	Iteration 31Q: 3 clusters Score -545396.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -545401.812500 Penalty: 4223.037598
	Iteration 32Q: 3 clusters Score -545401.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -545406.562500 Penalty: 4223.037598
	Iteration 33Q: 3 clusters Score -545406.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -545409.625000 Penalty: 4223.037598
	Iteration 34Q: 3 clusters Score -545409.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -545411.812500 Penalty: 4223.037598
	Iteration 35Q: 3 clusters Score -545411.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -545415.625000 Penalty: 4223.037598
	Iteration 36Q: 3 clusters Score -545415.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -545418.875000 Penalty: 4223.037598
	Iteration 37Q: 3 clusters Score -545418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -545422.062500 Penalty: 4223.037598
	Iteration 38Q: 3 clusters Score -545422.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -545423.937500 Penalty: 4223.037598
	Iteration 39Q: 3 clusters Score -545423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -545424.812500 Penalty: 4223.037598
	Iteration 40F: 3 clusters Score -545424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Entering Unmasked Estep 
Score: -5261756.500000 Penalty: 2652.962646
	Iteration 0F: 2 clusters Score -5261756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -5231946.500000 Penalty: 5305.925293
	Iteration 0F: 3 clusters Score -5231946 nChanged 20307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -5242930.500000 Penalty: 5305.925293
	Iteration 1F: 3 clusters Score -5242930 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -5243459.500000 Penalty: 5305.925293
	Iteration 2Q: 3 clusters Score -5243460 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -5243926.000000 Penalty: 5305.925293
	Iteration 3Q: 3 clusters Score -5243926 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -5244367.000000 Penalty: 5305.925293
	Iteration 4Q: 3 clusters Score -5244367 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -5244788.000000 Penalty: 5305.925293
	Iteration 5Q: 3 clusters Score -5244788 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -5245330.500000 Penalty: 5305.925293
	Iteration 6Q: 3 clusters Score -5245330 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5246020.000000 Penalty: 5305.925293
	Iteration 7Q: 3 clusters Score -5246020 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -5246933.500000 Penalty: 5305.925293
	Iteration 8Q: 3 clusters Score -5246934 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -5248193.500000 Penalty: 5305.925293
	Iteration 9Q: 3 clusters Score -5248194 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -5249634.500000 Penalty: 5305.925293
	Iteration 10F: 3 clusters Score -5249634 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -5251235.500000 Penalty: 5305.925293
	Iteration 11F: 3 clusters Score -5251236 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -5252646.500000 Penalty: 5305.925293
	Iteration 12F: 3 clusters Score -5252646 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -5253531.500000 Penalty: 5305.925293
	Iteration 13Q: 3 clusters Score -5253532 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -5254057.000000 Penalty: 5305.925293
	Iteration 14Q: 3 clusters Score -5254057 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -5254427.000000 Penalty: 5305.925293
	Iteration 15Q: 3 clusters Score -5254427 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -5254743.000000 Penalty: 5305.925293
	Iteration 16Q: 3 clusters Score -5254743 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -5255022.000000 Penalty: 5305.925293
	Iteration 17Q: 3 clusters Score -5255022 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -5255282.000000 Penalty: 5305.925293
	Iteration 18Q: 3 clusters Score -5255282 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -5255625.000000 Penalty: 5305.925293
	Iteration 19Q: 3 clusters Score -5255625 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -5255953.500000 Penalty: 5305.925293
	Iteration 20F: 3 clusters Score -5255954 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -5256225.500000 Penalty: 5305.925293
	Iteration 21Q: 3 clusters Score -5256226 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -5256439.500000 Penalty: 5305.925293
	Iteration 22Q: 3 clusters Score -5256440 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -5256661.000000 Penalty: 5305.925293
	Iteration 23Q: 3 clusters Score -5256661 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -5256816.000000 Penalty: 5305.925293
	Iteration 24Q: 3 clusters Score -5256816 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -5256965.500000 Penalty: 5305.925293
	Iteration 25Q: 3 clusters Score -5256966 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -5257081.500000 Penalty: 5305.925293
	Iteration 26Q: 3 clusters Score -5257082 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -5257174.000000 Penalty: 5305.925293
	Iteration 27Q: 3 clusters Score -5257174 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -5257264.500000 Penalty: 5305.925293
	Iteration 28Q: 3 clusters Score -5257264 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -5257374.000000 Penalty: 5305.925293
	Iteration 29Q: 3 clusters Score -5257374 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -5257448.000000 Penalty: 5305.925293
	Iteration 30Q: 3 clusters Score -5257448 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -5257540.000000 Penalty: 5305.925293
	Iteration 31Q: 3 clusters Score -5257540 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -5257606.500000 Penalty: 5305.925293
	Iteration 32Q: 3 clusters Score -5257606 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -5257672.500000 Penalty: 5305.925293
	Iteration 33Q: 3 clusters Score -5257672 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -5257730.000000 Penalty: 5305.925293
	Iteration 34Q: 3 clusters Score -5257730 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -5257796.000000 Penalty: 5305.925293
	Iteration 35Q: 3 clusters Score -5257796 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -5257841.000000 Penalty: 5305.925293
	Iteration 36Q: 3 clusters Score -5257841 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -5257920.500000 Penalty: 5305.925293
	Iteration 37Q: 3 clusters Score -5257920 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -5257958.000000 Penalty: 5305.925293
	Iteration 38Q: 3 clusters Score -5257958 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -5257994.000000 Penalty: 5305.925293
	Iteration 39Q: 3 clusters Score -5257994 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -5258044.500000 Penalty: 5305.925293
	Iteration 40F: 3 clusters Score -5258044 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -5258077.000000 Penalty: 5305.925293
	Iteration 41Q: 3 clusters Score -5258077 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -5258131.000000 Penalty: 5305.925293
	Iteration 42Q: 3 clusters Score -5258131 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -5258152.000000 Penalty: 5305.925293
	Iteration 43Q: 3 clusters Score -5258152 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -5258200.500000 Penalty: 5305.925293
	Iteration 44Q: 3 clusters Score -5258200 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -5258200.000000 Penalty: 5305.925293
	Iteration 45Q: 3 clusters Score -5258200 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -5258235.500000 Penalty: 5305.925293
	Iteration 46Q: 3 clusters Score -5258236 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -5258285.500000 Penalty: 5305.925293
	Iteration 47Q: 3 clusters Score -5258286 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -5258303.500000 Penalty: 5305.925293
	Iteration 48Q: 3 clusters Score -5258304 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -5258358.000000 Penalty: 5305.925293
	Iteration 49Q: 3 clusters Score -5258358 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -5258417.000000 Penalty: 5305.925293
	Iteration 50Q: 3 clusters Score -5258417 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -5258429.000000 Penalty: 5305.925293
	Iteration 51Q: 3 clusters Score -5258429 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5258431.000000 Penalty: 5305.925293
	Iteration 52Q: 3 clusters Score -5258431 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -5258466.500000 Penalty: 5305.925293
	Iteration 53Q: 3 clusters Score -5258466 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -5258495.000000 Penalty: 5305.925293
	Iteration 54Q: 3 clusters Score -5258495 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -5258531.500000 Penalty: 5305.925293
	Iteration 55Q: 3 clusters Score -5258532 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -5258567.000000 Penalty: 5305.925293
	Iteration 56Q: 3 clusters Score -5258567 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -5258578.500000 Penalty: 5305.925293
	Iteration 57Q: 3 clusters Score -5258578 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -5258594.500000 Penalty: 5305.925293
	Iteration 58Q: 3 clusters Score -5258594 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -5258632.000000 Penalty: 5305.925293
	Iteration 59Q: 3 clusters Score -5258632 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -5258656.000000 Penalty: 5305.925293
	Iteration 60F: 3 clusters Score -5258656 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -5258686.500000 Penalty: 5305.925293
	Iteration 61Q: 3 clusters Score -5258686 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -5258748.500000 Penalty: 5305.925293
	Iteration 62Q: 3 clusters Score -5258748 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -5258784.500000 Penalty: 5305.925293
	Iteration 63Q: 3 clusters Score -5258784 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -5258836.000000 Penalty: 5305.925293
	Iteration 64Q: 3 clusters Score -5258836 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -5258870.500000 Penalty: 5305.925293
	Iteration 65Q: 3 clusters Score -5258870 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -5258913.500000 Penalty: 5305.925293
	Iteration 66Q: 3 clusters Score -5258914 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -5258968.000000 Penalty: 5305.925293
	Iteration 67Q: 3 clusters Score -5258968 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5259006.000000 Penalty: 5305.925293
	Iteration 68Q: 3 clusters Score -5259006 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -5259014.000000 Penalty: 5305.925293
	Iteration 69Q: 3 clusters Score -5259014 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -5259030.000000 Penalty: 5305.925293
	Iteration 70Q: 3 clusters Score -5259030 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -5259059.000000 Penalty: 5305.925293
	Iteration 71Q: 3 clusters Score -5259059 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -5259088.500000 Penalty: 5305.925293
	Iteration 72Q: 3 clusters Score -5259088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -5259101.500000 Penalty: 5305.925293
	Iteration 73Q: 3 clusters Score -5259102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -5259131.000000 Penalty: 5305.925293
	Iteration 74Q: 3 clusters Score -5259131 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -5259141.000000 Penalty: 5305.925293
	Iteration 75Q: 3 clusters Score -5259141 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -5259157.500000 Penalty: 5305.925293
	Iteration 76Q: 3 clusters Score -5259158 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -5259173.500000 Penalty: 5305.925293
	Iteration 77Q: 3 clusters Score -5259174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -5259187.000000 Penalty: 5305.925293
	Iteration 78Q: 3 clusters Score -5259187 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -5259198.000000 Penalty: 5305.925293
	Iteration 79Q: 3 clusters Score -5259198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -5259216.500000 Penalty: 5305.925293
	Iteration 80F: 3 clusters Score -5259216 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -5259228.000000 Penalty: 5305.925293
	Iteration 81Q: 3 clusters Score -5259228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -5259248.500000 Penalty: 5305.925293
	Iteration 82Q: 3 clusters Score -5259248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5259258.000000 Penalty: 5305.925293
	Iteration 83Q: 3 clusters Score -5259258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5259279.500000 Penalty: 5305.925293
	Iteration 84Q: 3 clusters Score -5259280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -5259280.000000 Penalty: 5305.925293
	Iteration 85Q: 3 clusters Score -5259280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -5259305.500000 Penalty: 5305.925293
	Iteration 86Q: 3 clusters Score -5259306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -5259333.000000 Penalty: 5305.925293
	Iteration 87Q: 3 clusters Score -5259333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -5259336.500000 Penalty: 5305.925293
	Iteration 88Q: 3 clusters Score -5259336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -5259338.500000 Penalty: 5305.925293
	Iteration 89Q: 3 clusters Score -5259338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -5259352.500000 Penalty: 5305.925293
	Iteration 90Q: 3 clusters Score -5259352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -5259355.000000 Penalty: 5305.925293
	Iteration 91Q: 3 clusters Score -5259355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -5259361.000000 Penalty: 5305.925293
	Iteration 92Q: 3 clusters Score -5259361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -5259362.000000 Penalty: 5305.925293
	Iteration 93Q: 3 clusters Score -5259362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -5259372.000000 Penalty: 5305.925293
	Iteration 94Q: 3 clusters Score -5259372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5259382.500000 Penalty: 5305.925293
	Iteration 95Q: 3 clusters Score -5259382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -5259388.000000 Penalty: 5305.925293
	Iteration 96Q: 3 clusters Score -5259388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -5259391.500000 Penalty: 5305.925293
	Iteration 97Q: 3 clusters Score -5259392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -5259399.500000 Penalty: 5305.925293
	Iteration 98Q: 3 clusters Score -5259400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -5259401.500000 Penalty: 5305.925293
	Iteration 99Q: 3 clusters Score -5259402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -5259414.000000 Penalty: 5305.925293
	Iteration 100F: 3 clusters Score -5259414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -5259415.500000 Penalty: 5305.925293
	Iteration 101Q: 3 clusters Score -5259416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -5259423.000000 Penalty: 5305.925293
	Iteration 102Q: 3 clusters Score -5259423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -5259424.000000 Penalty: 5305.925293
	Iteration 103Q: 3 clusters Score -5259424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -5259428.500000 Penalty: 5305.925293
	Iteration 104Q: 3 clusters Score -5259428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -5259431.500000 Penalty: 5305.925293
	Iteration 105Q: 3 clusters Score -5259432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -5259434.000000 Penalty: 5305.925293
	Iteration 106Q: 3 clusters Score -5259434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -5259436.000000 Penalty: 5305.925293
	Iteration 107Q: 3 clusters Score -5259436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -5259436.000000 Penalty: 5305.925293
	Iteration 108Q: 3 clusters Score -5259436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -5259437.000000 Penalty: 5305.925293
	Iteration 109Q: 3 clusters Score -5259437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -5259437.000000 Penalty: 5305.925293
	Iteration 110F: 3 clusters Score -5259437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Entering Unmasked Estep 
Score: -4591791.000000 Penalty: 2616.987549
	Iteration 0F: 2 clusters Score -4591791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4565870.000000 Penalty: 5233.975098
	Iteration 0F: 3 clusters Score -4565870 nChanged 17458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -4575382.500000 Penalty: 5233.975098
	Iteration 1F: 3 clusters Score -4575382 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -4575842.000000 Penalty: 5233.975098
	Iteration 2Q: 3 clusters Score -4575842 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -4576303.000000 Penalty: 5233.975098
	Iteration 3Q: 3 clusters Score -4576303 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4576837.000000 Penalty: 5233.975098
	Iteration 4Q: 3 clusters Score -4576837 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4577510.000000 Penalty: 5233.975098
	Iteration 5Q: 3 clusters Score -4577510 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -4578622.000000 Penalty: 5233.975098
	Iteration 6F: 3 clusters Score -4578622 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -4580245.500000 Penalty: 5233.975098
	Iteration 7F: 3 clusters Score -4580246 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -4582495.000000 Penalty: 5233.975098
	Iteration 8F: 3 clusters Score -4582495 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -4584972.500000 Penalty: 5233.975098
	Iteration 9F: 3 clusters Score -4584972 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4587070.000000 Penalty: 5233.975098
	Iteration 10F: 3 clusters Score -4587070 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4588333.000000 Penalty: 5233.975098
	Iteration 11Q: 3 clusters Score -4588333 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4588994.000000 Penalty: 5233.975098
	Iteration 12Q: 3 clusters Score -4588994 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4589304.500000 Penalty: 5233.975098
	Iteration 13Q: 3 clusters Score -4589304 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4589470.500000 Penalty: 5233.975098
	Iteration 14Q: 3 clusters Score -4589470 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4589556.000000 Penalty: 5233.975098
	Iteration 15Q: 3 clusters Score -4589556 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4589622.500000 Penalty: 5233.975098
	Iteration 16Q: 3 clusters Score -4589622 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4589665.000000 Penalty: 5233.975098
	Iteration 17Q: 3 clusters Score -4589665 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4589699.000000 Penalty: 5233.975098
	Iteration 18Q: 3 clusters Score -4589699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4589714.500000 Penalty: 5233.975098
	Iteration 19Q: 3 clusters Score -4589714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4589729.500000 Penalty: 5233.975098
	Iteration 20F: 3 clusters Score -4589730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4589735.500000 Penalty: 5233.975098
	Iteration 21Q: 3 clusters Score -4589736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4589741.500000 Penalty: 5233.975098
	Iteration 22Q: 3 clusters Score -4589742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4589753.000000 Penalty: 5233.975098
	Iteration 23Q: 3 clusters Score -4589753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4589750.000000 Penalty: 5233.975098
	Iteration 24Q: 3 clusters Score -4589750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4589761.500000 Penalty: 5233.975098
	Iteration 25Q: 3 clusters Score -4589762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4589765.500000 Penalty: 5233.975098
	Iteration 26Q: 3 clusters Score -4589766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4589767.000000 Penalty: 5233.975098
	Iteration 27Q: 3 clusters Score -4589767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4589780.500000 Penalty: 5233.975098
	Iteration 28Q: 3 clusters Score -4589780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4589780.500000 Penalty: 5233.975098
	Iteration 29Q: 3 clusters Score -4589780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4589783.500000 Penalty: 5233.975098
	Iteration 30Q: 3 clusters Score -4589784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4589782.000000 Penalty: 5233.975098
	Iteration 31Q: 3 clusters Score -4589782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4589781.500000 Penalty: 5233.975098
	Iteration 32Q: 3 clusters Score -4589782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4589781.500000 Penalty: 5233.975098
	Iteration 33F: 3 clusters Score -4589782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Entering Unmasked Estep 
Score: -743163.437500 Penalty: 2185.585205
	Iteration 0F: 2 clusters Score -743163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -737533.562500 Penalty: 4371.170410
	Iteration 0F: 3 clusters Score -737533.6 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -738984.750000 Penalty: 4371.170410
	Iteration 1F: 3 clusters Score -738984.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -739266.625000 Penalty: 4371.170410
	Iteration 2F: 3 clusters Score -739266.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -739457.937500 Penalty: 4371.170410
	Iteration 3F: 3 clusters Score -739457.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -739619.000000 Penalty: 4371.170410
	Iteration 4Q: 3 clusters Score -739619 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -739788.187500 Penalty: 4371.170410
	Iteration 5Q: 3 clusters Score -739788.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -739969.875000 Penalty: 4371.170410
	Iteration 6Q: 3 clusters Score -739969.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -740133.312500 Penalty: 4371.170410
	Iteration 7Q: 3 clusters Score -740133.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -740286.875000 Penalty: 4371.170410
	Iteration 8Q: 3 clusters Score -740286.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -740390.687500 Penalty: 4371.170410
	Iteration 9Q: 3 clusters Score -740390.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -740471.062500 Penalty: 4371.170410
	Iteration 10Q: 3 clusters Score -740471.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -740542.437500 Penalty: 4371.170410
	Iteration 11Q: 3 clusters Score -740542.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -740610.562500 Penalty: 4371.170410
	Iteration 12Q: 3 clusters Score -740610.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -740662.437500 Penalty: 4371.170410
	Iteration 13Q: 3 clusters Score -740662.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -740703.312500 Penalty: 4371.170410
	Iteration 14Q: 3 clusters Score -740703.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -740740.625000 Penalty: 4371.170410
	Iteration 15Q: 3 clusters Score -740740.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -740770.187500 Penalty: 4371.170410
	Iteration 16Q: 3 clusters Score -740770.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -740789.312500 Penalty: 4371.170410
	Iteration 17Q: 3 clusters Score -740789.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -740812.625000 Penalty: 4371.170410
	Iteration 18Q: 3 clusters Score -740812.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -740829.625000 Penalty: 4371.170410
	Iteration 19Q: 3 clusters Score -740829.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -740843.937500 Penalty: 4371.170410
	Iteration 20F: 3 clusters Score -740843.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -740854.562500 Penalty: 4371.170410
	Iteration 21Q: 3 clusters Score -740854.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -740868.625000 Penalty: 4371.170410
	Iteration 22Q: 3 clusters Score -740868.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -740883.000000 Penalty: 4371.170410
	Iteration 23Q: 3 clusters Score -740883 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -740899.750000 Penalty: 4371.170410
	Iteration 24Q: 3 clusters Score -740899.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -740910.812500 Penalty: 4371.170410
	Iteration 25Q: 3 clusters Score -740910.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -740923.875000 Penalty: 4371.170410
	Iteration 26Q: 3 clusters Score -740923.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -740932.875000 Penalty: 4371.170410
	Iteration 27Q: 3 clusters Score -740932.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -740943.562500 Penalty: 4371.170410
	Iteration 28Q: 3 clusters Score -740943.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -740953.125000 Penalty: 4371.170410
	Iteration 29Q: 3 clusters Score -740953.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -740969.062500 Penalty: 4371.170410
	Iteration 30Q: 3 clusters Score -740969.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -740979.625000 Penalty: 4371.170410
	Iteration 31Q: 3 clusters Score -740979.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -740987.125000 Penalty: 4371.170410
	Iteration 32Q: 3 clusters Score -740987.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -740997.000000 Penalty: 4371.170410
	Iteration 33Q: 3 clusters Score -740997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -741004.250000 Penalty: 4371.170410
	Iteration 34Q: 3 clusters Score -741004.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -741012.187500 Penalty: 4371.170410
	Iteration 35Q: 3 clusters Score -741012.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -741015.750000 Penalty: 4371.170410
	Iteration 36Q: 3 clusters Score -741015.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -741018.250000 Penalty: 4371.170410
	Iteration 37Q: 3 clusters Score -741018.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -741019.375000 Penalty: 4371.170410
	Iteration 38Q: 3 clusters Score -741019.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -741020.625000 Penalty: 4371.170410
	Iteration 39Q: 3 clusters Score -741020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -741023.062500 Penalty: 4371.170410
	Iteration 40F: 3 clusters Score -741023.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -741026.625000 Penalty: 4371.170410
	Iteration 41Q: 3 clusters Score -741026.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -741032.000000 Penalty: 4371.170410
	Iteration 42Q: 3 clusters Score -741032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -741032.250000 Penalty: 4371.170410
	Iteration 43Q: 3 clusters Score -741032.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -741037.000000 Penalty: 4371.170410
	Iteration 44Q: 3 clusters Score -741037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -741040.937500 Penalty: 4371.170410
	Iteration 45Q: 3 clusters Score -741040.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -741045.437500 Penalty: 4371.170410
	Iteration 46Q: 3 clusters Score -741045.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -741048.875000 Penalty: 4371.170410
	Iteration 47Q: 3 clusters Score -741048.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -741051.250000 Penalty: 4371.170410
	Iteration 48Q: 3 clusters Score -741051.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -741057.812500 Penalty: 4371.170410
	Iteration 49Q: 3 clusters Score -741057.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -741063.625000 Penalty: 4371.170410
	Iteration 50Q: 3 clusters Score -741063.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -741068.062500 Penalty: 4371.170410
	Iteration 51Q: 3 clusters Score -741068.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -741071.812500 Penalty: 4371.170410
	Iteration 52Q: 3 clusters Score -741071.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -741076.812500 Penalty: 4371.170410
	Iteration 53Q: 3 clusters Score -741076.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -741080.750000 Penalty: 4371.170410
	Iteration 54Q: 3 clusters Score -741080.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -741084.812500 Penalty: 4371.170410
	Iteration 55Q: 3 clusters Score -741084.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -741088.437500 Penalty: 4371.170410
	Iteration 56Q: 3 clusters Score -741088.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -741089.625000 Penalty: 4371.170410
	Iteration 57Q: 3 clusters Score -741089.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -741093.375000 Penalty: 4371.170410
	Iteration 58Q: 3 clusters Score -741093.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -741099.375000 Penalty: 4371.170410
	Iteration 59Q: 3 clusters Score -741099.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -741104.187500 Penalty: 4371.170410
	Iteration 60F: 3 clusters Score -741104.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -741110.625000 Penalty: 4371.170410
	Iteration 61Q: 3 clusters Score -741110.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -741115.250000 Penalty: 4371.170410
	Iteration 62Q: 3 clusters Score -741115.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -741118.375000 Penalty: 4371.170410
	Iteration 63Q: 3 clusters Score -741118.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -741122.062500 Penalty: 4371.170410
	Iteration 64Q: 3 clusters Score -741122.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -741125.125000 Penalty: 4371.170410
	Iteration 65Q: 3 clusters Score -741125.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -741127.000000 Penalty: 4371.170410
	Iteration 66Q: 3 clusters Score -741127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -741128.062500 Penalty: 4371.170410
	Iteration 67Q: 3 clusters Score -741128.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -741129.937500 Penalty: 4371.170410
	Iteration 68Q: 3 clusters Score -741129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -741129.625000 Penalty: 4371.170410
	Iteration 69Q: 3 clusters Score -741129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -741130.937500 Penalty: 4371.170410
	Iteration 70Q: 3 clusters Score -741130.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -741130.125000 Penalty: 4371.170410
	Iteration 71Q: 3 clusters Score -741130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -741129.312500 Penalty: 4371.170410
	Iteration 72Q: 3 clusters Score -741129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -741132.812500 Penalty: 4371.170410
	Iteration 73Q: 3 clusters Score -741132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -741133.750000 Penalty: 4371.170410
	Iteration 74Q: 3 clusters Score -741133.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -741133.562500 Penalty: 4371.170410
	Iteration 75Q: 3 clusters Score -741133.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -741137.125000 Penalty: 4371.170410
	Iteration 76Q: 3 clusters Score -741137.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -741139.437500 Penalty: 4371.170410
	Iteration 77Q: 3 clusters Score -741139.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -741142.937500 Penalty: 4371.170410
	Iteration 78Q: 3 clusters Score -741142.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -741149.000000 Penalty: 4371.170410
	Iteration 79Q: 3 clusters Score -741149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -741150.687500 Penalty: 4371.170410
	Iteration 80F: 3 clusters Score -741150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -741155.062500 Penalty: 4371.170410
	Iteration 81Q: 3 clusters Score -741155.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -741156.937500 Penalty: 4371.170410
	Iteration 82Q: 3 clusters Score -741156.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -741156.875000 Penalty: 4371.170410
	Iteration 83Q: 3 clusters Score -741156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -741157.250000 Penalty: 4371.170410
	Iteration 84Q: 3 clusters Score -741157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -741157.250000 Penalty: 4371.170410
	Iteration 85F: 3 clusters Score -741157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Entering Unmasked Estep 
Score: -1884300.500000 Penalty: 2398.420654
	Iteration 0F: 2 clusters Score -1884300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1872921.000000 Penalty: 4796.841309
	Iteration 0F: 3 clusters Score -1872921 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1876514.250000 Penalty: 4796.841309
	Iteration 1F: 3 clusters Score -1876514 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1876840.250000 Penalty: 4796.841309
	Iteration 2F: 3 clusters Score -1876840 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1877124.125000 Penalty: 4796.841309
	Iteration 3Q: 3 clusters Score -1877124 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1877419.500000 Penalty: 4796.841309
	Iteration 4Q: 3 clusters Score -1877420 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1877772.125000 Penalty: 4796.841309
	Iteration 5Q: 3 clusters Score -1877772 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1878233.875000 Penalty: 4796.841309
	Iteration 6F: 3 clusters Score -1878234 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1878872.125000 Penalty: 4796.841309
	Iteration 7F: 3 clusters Score -1878872 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1879699.750000 Penalty: 4796.841309
	Iteration 8F: 3 clusters Score -1879700 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1880536.500000 Penalty: 4796.841309
	Iteration 9F: 3 clusters Score -1880536 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1881270.125000 Penalty: 4796.841309
	Iteration 10Q: 3 clusters Score -1881270 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1881786.250000 Penalty: 4796.841309
	Iteration 11Q: 3 clusters Score -1881786 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1882118.375000 Penalty: 4796.841309
	Iteration 12Q: 3 clusters Score -1882118 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1882299.000000 Penalty: 4796.841309
	Iteration 13Q: 3 clusters Score -1882299 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1882376.625000 Penalty: 4796.841309
	Iteration 14Q: 3 clusters Score -1882377 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1882431.750000 Penalty: 4796.841309
	Iteration 15Q: 3 clusters Score -1882432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1882469.875000 Penalty: 4796.841309
	Iteration 16Q: 3 clusters Score -1882470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1882493.500000 Penalty: 4796.841309
	Iteration 17Q: 3 clusters Score -1882494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1882513.875000 Penalty: 4796.841309
	Iteration 18Q: 3 clusters Score -1882514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1882531.875000 Penalty: 4796.841309
	Iteration 19Q: 3 clusters Score -1882532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1882549.625000 Penalty: 4796.841309
	Iteration 20F: 3 clusters Score -1882550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1882555.750000 Penalty: 4796.841309
	Iteration 21Q: 3 clusters Score -1882556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1882566.125000 Penalty: 4796.841309
	Iteration 22Q: 3 clusters Score -1882566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1882565.750000 Penalty: 4796.841309
	Iteration 23Q: 3 clusters Score -1882566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1882570.500000 Penalty: 4796.841309
	Iteration 24Q: 3 clusters Score -1882570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1882569.500000 Penalty: 4796.841309
	Iteration 25Q: 3 clusters Score -1882570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1882575.625000 Penalty: 4796.841309
	Iteration 26Q: 3 clusters Score -1882576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1882577.625000 Penalty: 4796.841309
	Iteration 27Q: 3 clusters Score -1882578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1882577.000000 Penalty: 4796.841309
	Iteration 28Q: 3 clusters Score -1882577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1882576.250000 Penalty: 4796.841309
	Iteration 29Q: 3 clusters Score -1882576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1882577.000000 Penalty: 4796.841309
	Iteration 30Q: 3 clusters Score -1882577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1882579.125000 Penalty: 4796.841309
	Iteration 31Q: 3 clusters Score -1882579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1882579.125000 Penalty: 4796.841309
	Iteration 32F: 3 clusters Score -1882579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Entering Unmasked Estep 
Score: -1017983.187500 Penalty: 2244.791748
	Iteration 0F: 2 clusters Score -1017983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1011283.562500 Penalty: 4489.583496
	Iteration 0F: 3 clusters Score -1011284 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1013152.187500 Penalty: 4489.583496
	Iteration 1F: 3 clusters Score -1013152 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1013460.437500 Penalty: 4489.583496
	Iteration 2F: 3 clusters Score -1013460 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1013684.125000 Penalty: 4489.583496
	Iteration 3F: 3 clusters Score -1013684 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1013876.312500 Penalty: 4489.583496
	Iteration 4Q: 3 clusters Score -1013876 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1014040.437500 Penalty: 4489.583496
	Iteration 5Q: 3 clusters Score -1014040 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1014201.125000 Penalty: 4489.583496
	Iteration 6Q: 3 clusters Score -1014201 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1014383.187500 Penalty: 4489.583496
	Iteration 7Q: 3 clusters Score -1014383 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1014589.562500 Penalty: 4489.583496
	Iteration 8Q: 3 clusters Score -1014590 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1014827.187500 Penalty: 4489.583496
	Iteration 9Q: 3 clusters Score -1014827 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1015067.000000 Penalty: 4489.583496
	Iteration 10Q: 3 clusters Score -1015067 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1015308.187500 Penalty: 4489.583496
	Iteration 11Q: 3 clusters Score -1015308 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1015517.125000 Penalty: 4489.583496
	Iteration 12Q: 3 clusters Score -1015517 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1015701.937500 Penalty: 4489.583496
	Iteration 13Q: 3 clusters Score -1015702 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1015867.687500 Penalty: 4489.583496
	Iteration 14Q: 3 clusters Score -1015868 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1015996.875000 Penalty: 4489.583496
	Iteration 15Q: 3 clusters Score -1015997 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1016100.625000 Penalty: 4489.583496
	Iteration 16Q: 3 clusters Score -1016101 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1016167.562500 Penalty: 4489.583496
	Iteration 17Q: 3 clusters Score -1016168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1016207.875000 Penalty: 4489.583496
	Iteration 18Q: 3 clusters Score -1016208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1016235.375000 Penalty: 4489.583496
	Iteration 19Q: 3 clusters Score -1016235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1016259.875000 Penalty: 4489.583496
	Iteration 20F: 3 clusters Score -1016260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1016275.437500 Penalty: 4489.583496
	Iteration 21Q: 3 clusters Score -1016275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1016293.687500 Penalty: 4489.583496
	Iteration 22Q: 3 clusters Score -1016294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1016310.500000 Penalty: 4489.583496
	Iteration 23Q: 3 clusters Score -1016310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1016316.312500 Penalty: 4489.583496
	Iteration 24Q: 3 clusters Score -1016316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1016323.375000 Penalty: 4489.583496
	Iteration 25Q: 3 clusters Score -1016323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1016326.812500 Penalty: 4489.583496
	Iteration 26Q: 3 clusters Score -1016327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1016328.437500 Penalty: 4489.583496
	Iteration 27Q: 3 clusters Score -1016328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1016330.187500 Penalty: 4489.583496
	Iteration 28Q: 3 clusters Score -1016330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1016334.562500 Penalty: 4489.583496
	Iteration 29Q: 3 clusters Score -1016335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1016341.562500 Penalty: 4489.583496
	Iteration 30Q: 3 clusters Score -1016342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1016346.250000 Penalty: 4489.583496
	Iteration 31Q: 3 clusters Score -1016346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1016347.375000 Penalty: 4489.583496
	Iteration 32Q: 3 clusters Score -1016347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1016353.062500 Penalty: 4489.583496
	Iteration 33Q: 3 clusters Score -1016353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1016353.562500 Penalty: 4489.583496
	Iteration 34Q: 3 clusters Score -1016354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1016353.250000 Penalty: 4489.583496
	Iteration 35Q: 3 clusters Score -1016353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1016353.250000 Penalty: 4489.583496
	Iteration 36F: 3 clusters Score -1016353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (57249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Entering Unmasked Estep 
Score: -6794076.000000 Penalty: 2716.881104
	Iteration 0F: 2 clusters Score -6794076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -6755390.000000 Penalty: 5433.762207
	Iteration 0F: 3 clusters Score -6755390 nChanged 26641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -6770284.500000 Penalty: 5433.762207
	Iteration 1F: 3 clusters Score -6770284 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -6771118.500000 Penalty: 5433.762207
	Iteration 2Q: 3 clusters Score -6771118 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -6772253.500000 Penalty: 5433.762207
	Iteration 3Q: 3 clusters Score -6772254 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -6773592.500000 Penalty: 5433.762207
	Iteration 4Q: 3 clusters Score -6773592 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -6775118.500000 Penalty: 5433.762207
	Iteration 5F: 3 clusters Score -6775118 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -6776514.000000 Penalty: 5433.762207
	Iteration 6F: 3 clusters Score -6776514 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -6777782.000000 Penalty: 5433.762207
	Iteration 7F: 3 clusters Score -6777782 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -6778975.000000 Penalty: 5433.762207
	Iteration 8Q: 3 clusters Score -6778975 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -6780040.500000 Penalty: 5433.762207
	Iteration 9Q: 3 clusters Score -6780040 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -6780992.500000 Penalty: 5433.762207
	Iteration 10Q: 3 clusters Score -6780992 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -6781831.500000 Penalty: 5433.762207
	Iteration 11Q: 3 clusters Score -6781832 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -6782622.500000 Penalty: 5433.762207
	Iteration 12Q: 3 clusters Score -6782622 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -6783314.500000 Penalty: 5433.762207
	Iteration 13Q: 3 clusters Score -6783314 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -6784041.000000 Penalty: 5433.762207
	Iteration 14Q: 3 clusters Score -6784041 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -6784747.000000 Penalty: 5433.762207
	Iteration 15Q: 3 clusters Score -6784747 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -6785347.500000 Penalty: 5433.762207
	Iteration 16Q: 3 clusters Score -6785348 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -6785915.500000 Penalty: 5433.762207
	Iteration 17Q: 3 clusters Score -6785916 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -6786295.000000 Penalty: 5433.762207
	Iteration 18Q: 3 clusters Score -6786295 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -6786651.500000 Penalty: 5433.762207
	Iteration 19Q: 3 clusters Score -6786652 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -6786977.500000 Penalty: 5433.762207
	Iteration 20F: 3 clusters Score -6786978 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -6787240.500000 Penalty: 5433.762207
	Iteration 21Q: 3 clusters Score -6787240 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -6787449.500000 Penalty: 5433.762207
	Iteration 22Q: 3 clusters Score -6787450 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -6787660.000000 Penalty: 5433.762207
	Iteration 23Q: 3 clusters Score -6787660 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -6787865.500000 Penalty: 5433.762207
	Iteration 24Q: 3 clusters Score -6787866 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -6788020.500000 Penalty: 5433.762207
	Iteration 25Q: 3 clusters Score -6788020 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -6788238.000000 Penalty: 5433.762207
	Iteration 26Q: 3 clusters Score -6788238 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -6788430.500000 Penalty: 5433.762207
	Iteration 27Q: 3 clusters Score -6788430 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -6788645.000000 Penalty: 5433.762207
	Iteration 28Q: 3 clusters Score -6788645 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -6788861.000000 Penalty: 5433.762207
	Iteration 29Q: 3 clusters Score -6788861 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -6789066.500000 Penalty: 5433.762207
	Iteration 30Q: 3 clusters Score -6789066 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -6789262.000000 Penalty: 5433.762207
	Iteration 31Q: 3 clusters Score -6789262 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -6789435.500000 Penalty: 5433.762207
	Iteration 32Q: 3 clusters Score -6789436 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -6789582.500000 Penalty: 5433.762207
	Iteration 33Q: 3 clusters Score -6789582 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -6789754.000000 Penalty: 5433.762207
	Iteration 34Q: 3 clusters Score -6789754 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -6789920.500000 Penalty: 5433.762207
	Iteration 35Q: 3 clusters Score -6789920 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -6790062.000000 Penalty: 5433.762207
	Iteration 36Q: 3 clusters Score -6790062 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -6790199.000000 Penalty: 5433.762207
	Iteration 37Q: 3 clusters Score -6790199 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -6790302.500000 Penalty: 5433.762207
	Iteration 38Q: 3 clusters Score -6790302 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -6790395.500000 Penalty: 5433.762207
	Iteration 39Q: 3 clusters Score -6790396 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -6790505.000000 Penalty: 5433.762207
	Iteration 40F: 3 clusters Score -6790505 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -6790606.500000 Penalty: 5433.762207
	Iteration 41Q: 3 clusters Score -6790606 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -6790675.500000 Penalty: 5433.762207
	Iteration 42Q: 3 clusters Score -6790676 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -6790736.000000 Penalty: 5433.762207
	Iteration 43Q: 3 clusters Score -6790736 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -6790785.000000 Penalty: 5433.762207
	Iteration 44Q: 3 clusters Score -6790785 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -6790861.000000 Penalty: 5433.762207
	Iteration 45Q: 3 clusters Score -6790861 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -6790904.500000 Penalty: 5433.762207
	Iteration 46Q: 3 clusters Score -6790904 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -6790974.000000 Penalty: 5433.762207
	Iteration 47Q: 3 clusters Score -6790974 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -6791048.500000 Penalty: 5433.762207
	Iteration 48Q: 3 clusters Score -6791048 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -6791092.500000 Penalty: 5433.762207
	Iteration 49Q: 3 clusters Score -6791092 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -6791154.000000 Penalty: 5433.762207
	Iteration 50Q: 3 clusters Score -6791154 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -6791212.500000 Penalty: 5433.762207
	Iteration 51Q: 3 clusters Score -6791212 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -6791256.000000 Penalty: 5433.762207
	Iteration 52Q: 3 clusters Score -6791256 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -6791312.500000 Penalty: 5433.762207
	Iteration 53Q: 3 clusters Score -6791312 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -6791353.000000 Penalty: 5433.762207
	Iteration 54Q: 3 clusters Score -6791353 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -6791366.500000 Penalty: 5433.762207
	Iteration 55Q: 3 clusters Score -6791366 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -6791407.500000 Penalty: 5433.762207
	Iteration 56Q: 3 clusters Score -6791408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -6791437.500000 Penalty: 5433.762207
	Iteration 57Q: 3 clusters Score -6791438 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -6791478.000000 Penalty: 5433.762207
	Iteration 58Q: 3 clusters Score -6791478 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -6791512.500000 Penalty: 5433.762207
	Iteration 59Q: 3 clusters Score -6791512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -6791541.500000 Penalty: 5433.762207
	Iteration 60F: 3 clusters Score -6791542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -6791564.500000 Penalty: 5433.762207
	Iteration 61Q: 3 clusters Score -6791564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -6791583.500000 Penalty: 5433.762207
	Iteration 62Q: 3 clusters Score -6791584 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -6791606.000000 Penalty: 5433.762207
	Iteration 63Q: 3 clusters Score -6791606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -6791629.500000 Penalty: 5433.762207
	Iteration 64Q: 3 clusters Score -6791630 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -6791652.500000 Penalty: 5433.762207
	Iteration 65Q: 3 clusters Score -6791652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -6791686.500000 Penalty: 5433.762207
	Iteration 66Q: 3 clusters Score -6791686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -6791700.500000 Penalty: 5433.762207
	Iteration 67Q: 3 clusters Score -6791700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -6791715.000000 Penalty: 5433.762207
	Iteration 68Q: 3 clusters Score -6791715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -6791728.000000 Penalty: 5433.762207
	Iteration 69Q: 3 clusters Score -6791728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -6791731.000000 Penalty: 5433.762207
	Iteration 70Q: 3 clusters Score -6791731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -6791752.000000 Penalty: 5433.762207
	Iteration 71Q: 3 clusters Score -6791752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -6791761.500000 Penalty: 5433.762207
	Iteration 72Q: 3 clusters Score -6791762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -6791773.000000 Penalty: 5433.762207
	Iteration 73Q: 3 clusters Score -6791773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -6791781.000000 Penalty: 5433.762207
	Iteration 74Q: 3 clusters Score -6791781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -6791778.500000 Penalty: 5433.762207
	Iteration 75Q: 3 clusters Score -6791778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -6791791.000000 Penalty: 5433.762207
	Iteration 76Q: 3 clusters Score -6791791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -6791795.500000 Penalty: 5433.762207
	Iteration 77Q: 3 clusters Score -6791796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -6791797.000000 Penalty: 5433.762207
	Iteration 78Q: 3 clusters Score -6791797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -6791795.500000 Penalty: 5433.762207
	Iteration 79Q: 3 clusters Score -6791796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -6791791.000000 Penalty: 5433.762207
	Iteration 80F: 3 clusters Score -6791791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -6791793.500000 Penalty: 5433.762207
	Iteration 81Q: 3 clusters Score -6791794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -6791793.500000 Penalty: 5433.762207
	Iteration 82F: 3 clusters Score -6791794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Entering Unmasked Estep 
Score: -1818550.375000 Penalty: 2387.252930
	Iteration 0F: 2 clusters Score -1818550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1807505.875000 Penalty: 4774.505859
	Iteration 0F: 3 clusters Score -1807506 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1810940.625000 Penalty: 4774.505859
	Iteration 1F: 3 clusters Score -1810941 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1811290.875000 Penalty: 4774.505859
	Iteration 2F: 3 clusters Score -1811291 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1811541.125000 Penalty: 4774.505859
	Iteration 3Q: 3 clusters Score -1811541 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1811735.625000 Penalty: 4774.505859
	Iteration 4Q: 3 clusters Score -1811736 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1811884.750000 Penalty: 4774.505859
	Iteration 5Q: 3 clusters Score -1811885 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1812018.500000 Penalty: 4774.505859
	Iteration 6Q: 3 clusters Score -1812018 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1812122.375000 Penalty: 4774.505859
	Iteration 7Q: 3 clusters Score -1812122 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1812215.250000 Penalty: 4774.505859
	Iteration 8Q: 3 clusters Score -1812215 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1812299.250000 Penalty: 4774.505859
	Iteration 9Q: 3 clusters Score -1812299 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1812393.375000 Penalty: 4774.505859
	Iteration 10Q: 3 clusters Score -1812393 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1812491.750000 Penalty: 4774.505859
	Iteration 11Q: 3 clusters Score -1812492 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1812590.375000 Penalty: 4774.505859
	Iteration 12Q: 3 clusters Score -1812590 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1812685.125000 Penalty: 4774.505859
	Iteration 13Q: 3 clusters Score -1812685 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1812787.375000 Penalty: 4774.505859
	Iteration 14Q: 3 clusters Score -1812787 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1812894.000000 Penalty: 4774.505859
	Iteration 15Q: 3 clusters Score -1812894 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1813024.375000 Penalty: 4774.505859
	Iteration 16Q: 3 clusters Score -1813024 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1813183.875000 Penalty: 4774.505859
	Iteration 17Q: 3 clusters Score -1813184 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1813388.250000 Penalty: 4774.505859
	Iteration 18Q: 3 clusters Score -1813388 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1813608.500000 Penalty: 4774.505859
	Iteration 19Q: 3 clusters Score -1813608 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1813850.000000 Penalty: 4774.505859
	Iteration 20F: 3 clusters Score -1813850 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1814093.750000 Penalty: 4774.505859
	Iteration 21Q: 3 clusters Score -1814094 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1814304.875000 Penalty: 4774.505859
	Iteration 22Q: 3 clusters Score -1814305 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1814498.875000 Penalty: 4774.505859
	Iteration 23Q: 3 clusters Score -1814499 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1814687.375000 Penalty: 4774.505859
	Iteration 24Q: 3 clusters Score -1814687 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1814845.375000 Penalty: 4774.505859
	Iteration 25Q: 3 clusters Score -1814845 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1814991.625000 Penalty: 4774.505859
	Iteration 26Q: 3 clusters Score -1814992 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1815074.750000 Penalty: 4774.505859
	Iteration 27Q: 3 clusters Score -1815075 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1815149.250000 Penalty: 4774.505859
	Iteration 28Q: 3 clusters Score -1815149 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1815233.000000 Penalty: 4774.505859
	Iteration 29Q: 3 clusters Score -1815233 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1815317.000000 Penalty: 4774.505859
	Iteration 30Q: 3 clusters Score -1815317 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1815409.375000 Penalty: 4774.505859
	Iteration 31Q: 3 clusters Score -1815409 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1815482.750000 Penalty: 4774.505859
	Iteration 32Q: 3 clusters Score -1815483 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1815564.125000 Penalty: 4774.505859
	Iteration 33Q: 3 clusters Score -1815564 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1815644.875000 Penalty: 4774.505859
	Iteration 34Q: 3 clusters Score -1815645 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1815724.750000 Penalty: 4774.505859
	Iteration 35Q: 3 clusters Score -1815725 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1815793.500000 Penalty: 4774.505859
	Iteration 36Q: 3 clusters Score -1815794 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1815859.125000 Penalty: 4774.505859
	Iteration 37Q: 3 clusters Score -1815859 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1815908.375000 Penalty: 4774.505859
	Iteration 38Q: 3 clusters Score -1815908 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1815963.125000 Penalty: 4774.505859
	Iteration 39Q: 3 clusters Score -1815963 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1816011.125000 Penalty: 4774.505859
	Iteration 40F: 3 clusters Score -1816011 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1816050.000000 Penalty: 4774.505859
	Iteration 41Q: 3 clusters Score -1816050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1816087.250000 Penalty: 4774.505859
	Iteration 42Q: 3 clusters Score -1816087 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1816124.875000 Penalty: 4774.505859
	Iteration 43Q: 3 clusters Score -1816125 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1816157.000000 Penalty: 4774.505859
	Iteration 44Q: 3 clusters Score -1816157 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1816186.625000 Penalty: 4774.505859
	Iteration 45Q: 3 clusters Score -1816187 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1816208.625000 Penalty: 4774.505859
	Iteration 46Q: 3 clusters Score -1816209 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1816224.000000 Penalty: 4774.505859
	Iteration 47Q: 3 clusters Score -1816224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1816244.000000 Penalty: 4774.505859
	Iteration 48Q: 3 clusters Score -1816244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1816261.375000 Penalty: 4774.505859
	Iteration 49Q: 3 clusters Score -1816261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1816281.000000 Penalty: 4774.505859
	Iteration 50Q: 3 clusters Score -1816281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1816298.000000 Penalty: 4774.505859
	Iteration 51Q: 3 clusters Score -1816298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1816315.125000 Penalty: 4774.505859
	Iteration 52Q: 3 clusters Score -1816315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1816333.375000 Penalty: 4774.505859
	Iteration 53Q: 3 clusters Score -1816333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1816355.625000 Penalty: 4774.505859
	Iteration 54Q: 3 clusters Score -1816356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1816372.250000 Penalty: 4774.505859
	Iteration 55Q: 3 clusters Score -1816372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1816388.625000 Penalty: 4774.505859
	Iteration 56Q: 3 clusters Score -1816389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1816409.375000 Penalty: 4774.505859
	Iteration 57Q: 3 clusters Score -1816409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1816420.000000 Penalty: 4774.505859
	Iteration 58Q: 3 clusters Score -1816420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1816428.375000 Penalty: 4774.505859
	Iteration 59Q: 3 clusters Score -1816428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1816437.125000 Penalty: 4774.505859
	Iteration 60F: 3 clusters Score -1816437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1816446.500000 Penalty: 4774.505859
	Iteration 61Q: 3 clusters Score -1816446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1816456.875000 Penalty: 4774.505859
	Iteration 62Q: 3 clusters Score -1816457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1816464.000000 Penalty: 4774.505859
	Iteration 63Q: 3 clusters Score -1816464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1816465.250000 Penalty: 4774.505859
	Iteration 64Q: 3 clusters Score -1816465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1816469.625000 Penalty: 4774.505859
	Iteration 65Q: 3 clusters Score -1816470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1816471.625000 Penalty: 4774.505859
	Iteration 66Q: 3 clusters Score -1816472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1816474.750000 Penalty: 4774.505859
	Iteration 67Q: 3 clusters Score -1816475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1816481.125000 Penalty: 4774.505859
	Iteration 68Q: 3 clusters Score -1816481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1816486.500000 Penalty: 4774.505859
	Iteration 69Q: 3 clusters Score -1816486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1816494.250000 Penalty: 4774.505859
	Iteration 70Q: 3 clusters Score -1816494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1816496.250000 Penalty: 4774.505859
	Iteration 71Q: 3 clusters Score -1816496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1816502.375000 Penalty: 4774.505859
	Iteration 72Q: 3 clusters Score -1816502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1816505.000000 Penalty: 4774.505859
	Iteration 73Q: 3 clusters Score -1816505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1816505.125000 Penalty: 4774.505859
	Iteration 74Q: 3 clusters Score -1816505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1816504.875000 Penalty: 4774.505859
	Iteration 75Q: 3 clusters Score -1816505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1816506.250000 Penalty: 4774.505859
	Iteration 76Q: 3 clusters Score -1816506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1816509.625000 Penalty: 4774.505859
	Iteration 77Q: 3 clusters Score -1816510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1816511.875000 Penalty: 4774.505859
	Iteration 78Q: 3 clusters Score -1816512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1816510.000000 Penalty: 4774.505859
	Iteration 79Q: 3 clusters Score -1816510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1816510.750000 Penalty: 4774.505859
	Iteration 80F: 3 clusters Score -1816511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1816509.125000 Penalty: 4774.505859
	Iteration 81Q: 3 clusters Score -1816509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1816512.125000 Penalty: 4774.505859
	Iteration 82Q: 3 clusters Score -1816512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1816514.375000 Penalty: 4774.505859
	Iteration 83Q: 3 clusters Score -1816514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1816515.125000 Penalty: 4774.505859
	Iteration 84Q: 3 clusters Score -1816515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1816514.500000 Penalty: 4774.505859
	Iteration 85Q: 3 clusters Score -1816514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1816514.500000 Penalty: 4774.505859
	Iteration 86F: 3 clusters Score -1816514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Entering Unmasked Estep 
Score: -4770692.500000 Penalty: 2636.892090
	Iteration 0F: 2 clusters Score -4770692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -4742704.000000 Penalty: 5273.784180
	Iteration 0F: 3 clusters Score -4742704 nChanged 19021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4753718.000000 Penalty: 5273.784180
	Iteration 1F: 3 clusters Score -4753718 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -4755137.000000 Penalty: 5273.784180
	Iteration 2F: 3 clusters Score -4755137 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -4756859.500000 Penalty: 5273.784180
	Iteration 3F: 3 clusters Score -4756860 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -4758725.000000 Penalty: 5273.784180
	Iteration 4F: 3 clusters Score -4758725 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -4760818.000000 Penalty: 5273.784180
	Iteration 5F: 3 clusters Score -4760818 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -4762742.500000 Penalty: 5273.784180
	Iteration 6F: 3 clusters Score -4762742 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -4764278.000000 Penalty: 5273.784180
	Iteration 7F: 3 clusters Score -4764278 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -4765575.500000 Penalty: 5273.784180
	Iteration 8Q: 3 clusters Score -4765576 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -4766698.500000 Penalty: 5273.784180
	Iteration 9Q: 3 clusters Score -4766698 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4767738.500000 Penalty: 5273.784180
	Iteration 10Q: 3 clusters Score -4767738 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -4768617.500000 Penalty: 5273.784180
	Iteration 11Q: 3 clusters Score -4768618 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -4769292.500000 Penalty: 5273.784180
	Iteration 12Q: 3 clusters Score -4769292 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -4769685.500000 Penalty: 5273.784180
	Iteration 13Q: 3 clusters Score -4769686 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -4769859.000000 Penalty: 5273.784180
	Iteration 14Q: 3 clusters Score -4769859 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -4769947.500000 Penalty: 5273.784180
	Iteration 15Q: 3 clusters Score -4769948 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -4769999.000000 Penalty: 5273.784180
	Iteration 16Q: 3 clusters Score -4769999 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -4770006.000000 Penalty: 5273.784180
	Iteration 17Q: 3 clusters Score -4770006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -4770036.500000 Penalty: 5273.784180
	Iteration 18Q: 3 clusters Score -4770036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -4770029.000000 Penalty: 5273.784180
	Iteration 19Q: 3 clusters Score -4770029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4770036.000000 Penalty: 5273.784180
	Iteration 20F: 3 clusters Score -4770036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -4770049.000000 Penalty: 5273.784180
	Iteration 21Q: 3 clusters Score -4770049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -4770056.000000 Penalty: 5273.784180
	Iteration 22Q: 3 clusters Score -4770056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -4770055.000000 Penalty: 5273.784180
	Iteration 23Q: 3 clusters Score -4770055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -4770061.000000 Penalty: 5273.784180
	Iteration 24Q: 3 clusters Score -4770061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -4770068.000000 Penalty: 5273.784180
	Iteration 25Q: 3 clusters Score -4770068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -4770066.000000 Penalty: 5273.784180
	Iteration 26Q: 3 clusters Score -4770066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -4770078.000000 Penalty: 5273.784180
	Iteration 27Q: 3 clusters Score -4770078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -4770071.000000 Penalty: 5273.784180
	Iteration 28Q: 3 clusters Score -4770071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -4770069.500000 Penalty: 5273.784180
	Iteration 29Q: 3 clusters Score -4770070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -4770067.500000 Penalty: 5273.784180
	Iteration 30Q: 3 clusters Score -4770068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -4770072.500000 Penalty: 5273.784180
	Iteration 31Q: 3 clusters Score -4770072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -4770070.500000 Penalty: 5273.784180
	Iteration 32Q: 3 clusters Score -4770070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -4770073.000000 Penalty: 5273.784180
	Iteration 33Q: 3 clusters Score -4770073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -4770077.500000 Penalty: 5273.784180
	Iteration 34Q: 3 clusters Score -4770078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -4770072.500000 Penalty: 5273.784180
	Iteration 35Q: 3 clusters Score -4770072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -4770072.500000 Penalty: 5273.784180
	Iteration 36F: 3 clusters Score -4770072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Entering Unmasked Estep 
Score: -1292974.625000 Penalty: 2309.598389
	Iteration 0F: 2 clusters Score -1292975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1284606.250000 Penalty: 4619.196777
	Iteration 0F: 3 clusters Score -1284606 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1287088.375000 Penalty: 4619.196777
	Iteration 1F: 3 clusters Score -1287088 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1287507.250000 Penalty: 4619.196777
	Iteration 2F: 3 clusters Score -1287507 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1287849.750000 Penalty: 4619.196777
	Iteration 3F: 3 clusters Score -1287850 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1288175.625000 Penalty: 4619.196777
	Iteration 4F: 3 clusters Score -1288176 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1288514.250000 Penalty: 4619.196777
	Iteration 5F: 3 clusters Score -1288514 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1288812.375000 Penalty: 4619.196777
	Iteration 6Q: 3 clusters Score -1288812 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1289068.375000 Penalty: 4619.196777
	Iteration 7Q: 3 clusters Score -1289068 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1289348.875000 Penalty: 4619.196777
	Iteration 8Q: 3 clusters Score -1289349 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1289685.125000 Penalty: 4619.196777
	Iteration 9Q: 3 clusters Score -1289685 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1290030.000000 Penalty: 4619.196777
	Iteration 10Q: 3 clusters Score -1290030 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1290334.500000 Penalty: 4619.196777
	Iteration 11Q: 3 clusters Score -1290334 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1290569.625000 Penalty: 4619.196777
	Iteration 12Q: 3 clusters Score -1290570 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1290769.250000 Penalty: 4619.196777
	Iteration 13Q: 3 clusters Score -1290769 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1290922.500000 Penalty: 4619.196777
	Iteration 14Q: 3 clusters Score -1290922 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1291025.875000 Penalty: 4619.196777
	Iteration 15Q: 3 clusters Score -1291026 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1291099.625000 Penalty: 4619.196777
	Iteration 16Q: 3 clusters Score -1291100 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1291154.500000 Penalty: 4619.196777
	Iteration 17Q: 3 clusters Score -1291154 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1291191.875000 Penalty: 4619.196777
	Iteration 18Q: 3 clusters Score -1291192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1291227.625000 Penalty: 4619.196777
	Iteration 19Q: 3 clusters Score -1291228 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1291250.000000 Penalty: 4619.196777
	Iteration 20F: 3 clusters Score -1291250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1291263.750000 Penalty: 4619.196777
	Iteration 21Q: 3 clusters Score -1291264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1291279.875000 Penalty: 4619.196777
	Iteration 22Q: 3 clusters Score -1291280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1291294.000000 Penalty: 4619.196777
	Iteration 23Q: 3 clusters Score -1291294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1291307.125000 Penalty: 4619.196777
	Iteration 24Q: 3 clusters Score -1291307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1291316.250000 Penalty: 4619.196777
	Iteration 25Q: 3 clusters Score -1291316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1291324.125000 Penalty: 4619.196777
	Iteration 26Q: 3 clusters Score -1291324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1291327.875000 Penalty: 4619.196777
	Iteration 27Q: 3 clusters Score -1291328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1291333.500000 Penalty: 4619.196777
	Iteration 28Q: 3 clusters Score -1291334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1291333.625000 Penalty: 4619.196777
	Iteration 29Q: 3 clusters Score -1291334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1291337.375000 Penalty: 4619.196777
	Iteration 30Q: 3 clusters Score -1291337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1291338.000000 Penalty: 4619.196777
	Iteration 31Q: 3 clusters Score -1291338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1291345.250000 Penalty: 4619.196777
	Iteration 32Q: 3 clusters Score -1291345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1291345.875000 Penalty: 4619.196777
	Iteration 33Q: 3 clusters Score -1291346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1291350.500000 Penalty: 4619.196777
	Iteration 34Q: 3 clusters Score -1291350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1291350.000000 Penalty: 4619.196777
	Iteration 35Q: 3 clusters Score -1291350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1291349.250000 Penalty: 4619.196777
	Iteration 36Q: 3 clusters Score -1291349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1291351.000000 Penalty: 4619.196777
	Iteration 37Q: 3 clusters Score -1291351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1291352.625000 Penalty: 4619.196777
	Iteration 38Q: 3 clusters Score -1291353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1291350.625000 Penalty: 4619.196777
	Iteration 39Q: 3 clusters Score -1291351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1291353.750000 Penalty: 4619.196777
	Iteration 40F: 3 clusters Score -1291354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1291355.250000 Penalty: 4619.196777
	Iteration 41Q: 3 clusters Score -1291355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1291355.250000 Penalty: 4619.196777
	Iteration 42F: 3 clusters Score -1291355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (136999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136999 members 
Entering Unmasked Estep 
Score: -16445086.000000 Penalty: 2933.276855
	Iteration 0F: 2 clusters Score -1.644509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 68565 members 
Entering Unmasked Estep 
Score: -16353520.000000 Penalty: 5866.553711
	Iteration 0F: 3 clusters Score -1.635352e+07 nChanged 65227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -16391325.000000 Penalty: 5866.553711
	Iteration 1F: 3 clusters Score -1.639132e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 67629 members 
Entering Unmasked Estep 
Score: -16392302.000000 Penalty: 5866.553711
	Iteration 2Q: 3 clusters Score -1.63923e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -16393369.000000 Penalty: 5866.553711
	Iteration 3Q: 3 clusters Score -1.639337e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -16394599.000000 Penalty: 5866.553711
	Iteration 4Q: 3 clusters Score -1.63946e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 65622 members 
Entering Unmasked Estep 
Score: -16395876.000000 Penalty: 5866.553711
	Iteration 5Q: 3 clusters Score -1.639588e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -16397675.000000 Penalty: 5866.553711
	Iteration 6Q: 3 clusters Score -1.639768e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -16399803.000000 Penalty: 5866.553711
	Iteration 7Q: 3 clusters Score -1.63998e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -16402889.000000 Penalty: 5866.553711
	Iteration 8Q: 3 clusters Score -1.640289e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -16406623.000000 Penalty: 5866.553711
	Iteration 9F: 3 clusters Score -1.640662e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79327 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -16411250.000000 Penalty: 5866.553711
	Iteration 10F: 3 clusters Score -1.641125e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80877 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -16415869.000000 Penalty: 5866.553711
	Iteration 11F: 3 clusters Score -1.641587e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -16419040.000000 Penalty: 5866.553711
	Iteration 12Q: 3 clusters Score -1.641904e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83384 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -16420301.000000 Penalty: 5866.553711
	Iteration 13Q: 3 clusters Score -1.64203e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84698 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -16420922.000000 Penalty: 5866.553711
	Iteration 14Q: 3 clusters Score -1.642092e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -16421328.000000 Penalty: 5866.553711
	Iteration 15Q: 3 clusters Score -1.642133e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87760 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -16421725.000000 Penalty: 5866.553711
	Iteration 16Q: 3 clusters Score -1.642172e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89453 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -16422150.000000 Penalty: 5866.553711
	Iteration 17Q: 3 clusters Score -1.642215e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -16422685.000000 Penalty: 5866.553711
	Iteration 18Q: 3 clusters Score -1.642268e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -16423208.000000 Penalty: 5866.553711
	Iteration 19Q: 3 clusters Score -1.642321e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -16423727.000000 Penalty: 5866.553711
	Iteration 20F: 3 clusters Score -1.642373e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97444 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -16424458.000000 Penalty: 5866.553711
	Iteration 21Q: 3 clusters Score -1.642446e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99759 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -16425188.000000 Penalty: 5866.553711
	Iteration 22Q: 3 clusters Score -1.642519e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102131 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -16426004.000000 Penalty: 5866.553711
	Iteration 23Q: 3 clusters Score -1.6426e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -16426978.000000 Penalty: 5866.553711
	Iteration 24Q: 3 clusters Score -1.642698e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107001 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -16428037.000000 Penalty: 5866.553711
	Iteration 25Q: 3 clusters Score -1.642804e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109448 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -16429063.000000 Penalty: 5866.553711
	Iteration 26Q: 3 clusters Score -1.642906e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111817 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -16430014.000000 Penalty: 5866.553711
	Iteration 27Q: 3 clusters Score -1.643001e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114148 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -16431120.000000 Penalty: 5866.553711
	Iteration 28Q: 3 clusters Score -1.643112e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116431 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -16432338.000000 Penalty: 5866.553711
	Iteration 29Q: 3 clusters Score -1.643234e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118581 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -16433502.000000 Penalty: 5866.553711
	Iteration 30Q: 3 clusters Score -1.64335e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120683 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -16434533.000000 Penalty: 5866.553711
	Iteration 31Q: 3 clusters Score -1.643453e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122592 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -16435694.000000 Penalty: 5866.553711
	Iteration 32Q: 3 clusters Score -1.643569e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124332 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -16436670.000000 Penalty: 5866.553711
	Iteration 33Q: 3 clusters Score -1.643667e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125884 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -16437599.000000 Penalty: 5866.553711
	Iteration 34Q: 3 clusters Score -1.64376e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127260 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -16438461.000000 Penalty: 5866.553711
	Iteration 35Q: 3 clusters Score -1.643846e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128414 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -16439192.000000 Penalty: 5866.553711
	Iteration 36Q: 3 clusters Score -1.643919e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129395 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -16439755.000000 Penalty: 5866.553711
	Iteration 37Q: 3 clusters Score -1.643976e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130226 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -16440267.000000 Penalty: 5866.553711
	Iteration 38Q: 3 clusters Score -1.644027e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130885 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -16440588.000000 Penalty: 5866.553711
	Iteration 39Q: 3 clusters Score -1.644059e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131488 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -16440848.000000 Penalty: 5866.553711
	Iteration 40F: 3 clusters Score -1.644085e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132031 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -16441087.000000 Penalty: 5866.553711
	Iteration 41Q: 3 clusters Score -1.644109e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132484 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -16441289.000000 Penalty: 5866.553711
	Iteration 42Q: 3 clusters Score -1.644129e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132862 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -16441471.000000 Penalty: 5866.553711
	Iteration 43Q: 3 clusters Score -1.644147e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133201 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -16441627.000000 Penalty: 5866.553711
	Iteration 44Q: 3 clusters Score -1.644163e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133471 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -16441726.000000 Penalty: 5866.553711
	Iteration 45Q: 3 clusters Score -1.644173e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133710 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -16441863.000000 Penalty: 5866.553711
	Iteration 46Q: 3 clusters Score -1.644186e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133937 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -16441915.000000 Penalty: 5866.553711
	Iteration 47Q: 3 clusters Score -1.644192e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134133 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -16441989.000000 Penalty: 5866.553711
	Iteration 48Q: 3 clusters Score -1.644199e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134322 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -16442058.000000 Penalty: 5866.553711
	Iteration 49Q: 3 clusters Score -1.644206e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -16442114.000000 Penalty: 5866.553711
	Iteration 50Q: 3 clusters Score -1.644211e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134631 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -16442155.000000 Penalty: 5866.553711
	Iteration 51Q: 3 clusters Score -1.644216e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134766 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -16442196.000000 Penalty: 5866.553711
	Iteration 52Q: 3 clusters Score -1.64422e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134899 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -16442266.000000 Penalty: 5866.553711
	Iteration 53Q: 3 clusters Score -1.644227e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135029 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -16442327.000000 Penalty: 5866.553711
	Iteration 54Q: 3 clusters Score -1.644233e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135131 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -16442386.000000 Penalty: 5866.553711
	Iteration 55Q: 3 clusters Score -1.644239e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135220 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -16442403.000000 Penalty: 5866.553711
	Iteration 56Q: 3 clusters Score -1.64424e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135296 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -16442420.000000 Penalty: 5866.553711
	Iteration 57Q: 3 clusters Score -1.644242e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135355 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -16442464.000000 Penalty: 5866.553711
	Iteration 58Q: 3 clusters Score -1.644246e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135406 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -16442488.000000 Penalty: 5866.553711
	Iteration 59Q: 3 clusters Score -1.644249e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135441 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -16442501.000000 Penalty: 5866.553711
	Iteration 60F: 3 clusters Score -1.64425e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135481 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -16442515.000000 Penalty: 5866.553711
	Iteration 61Q: 3 clusters Score -1.644252e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135516 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -16442512.000000 Penalty: 5866.553711
	Iteration 62Q: 3 clusters Score -1.644251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135546 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -16442526.000000 Penalty: 5866.553711
	Iteration 63Q: 3 clusters Score -1.644253e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135572 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -16442547.000000 Penalty: 5866.553711
	Iteration 64Q: 3 clusters Score -1.644255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135590 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -16442555.000000 Penalty: 5866.553711
	Iteration 65Q: 3 clusters Score -1.644256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135601 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -16442553.000000 Penalty: 5866.553711
	Iteration 66Q: 3 clusters Score -1.644255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135611 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -16442541.000000 Penalty: 5866.553711
	Iteration 67Q: 3 clusters Score -1.644254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135618 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -16442555.000000 Penalty: 5866.553711
	Iteration 68Q: 3 clusters Score -1.644256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135632 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -16442549.000000 Penalty: 5866.553711
	Iteration 69Q: 3 clusters Score -1.644255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135648 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -16442570.000000 Penalty: 5866.553711
	Iteration 70Q: 3 clusters Score -1.644257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135657 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -16442561.000000 Penalty: 5866.553711
	Iteration 71Q: 3 clusters Score -1.644256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135669 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -16442571.000000 Penalty: 5866.553711
	Iteration 72Q: 3 clusters Score -1.644257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135678 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -16442564.000000 Penalty: 5866.553711
	Iteration 73Q: 3 clusters Score -1.644256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135686 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -16442582.000000 Penalty: 5866.553711
	Iteration 74Q: 3 clusters Score -1.644258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135697 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -16442584.000000 Penalty: 5866.553711
	Iteration 75Q: 3 clusters Score -1.644258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135705 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -16442592.000000 Penalty: 5866.553711
	Iteration 76Q: 3 clusters Score -1.644259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135712 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -16442580.000000 Penalty: 5866.553711
	Iteration 77Q: 3 clusters Score -1.644258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135716 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -16442590.000000 Penalty: 5866.553711
	Iteration 78Q: 3 clusters Score -1.644259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135722 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -16442599.000000 Penalty: 5866.553711
	Iteration 79Q: 3 clusters Score -1.64426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135728 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -16442597.000000 Penalty: 5866.553711
	Iteration 80F: 3 clusters Score -1.64426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135732 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16442603.000000 Penalty: 5866.553711
	Iteration 81Q: 3 clusters Score -1.64426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135740 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -16442630.000000 Penalty: 5866.553711
	Iteration 82Q: 3 clusters Score -1.644263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135745 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -16442636.000000 Penalty: 5866.553711
	Iteration 83Q: 3 clusters Score -1.644264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135752 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -16442627.000000 Penalty: 5866.553711
	Iteration 84Q: 3 clusters Score -1.644263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135761 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -16442638.000000 Penalty: 5866.553711
	Iteration 85Q: 3 clusters Score -1.644264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135769 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -16442636.000000 Penalty: 5866.553711
	Iteration 86Q: 3 clusters Score -1.644264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135770 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -16442633.000000 Penalty: 5866.553711
	Iteration 87Q: 3 clusters Score -1.644263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135776 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -16442644.000000 Penalty: 5866.553711
	Iteration 88Q: 3 clusters Score -1.644264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135784 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -16442624.000000 Penalty: 5866.553711
	Iteration 89Q: 3 clusters Score -1.644262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135791 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -16442640.000000 Penalty: 5866.553711
	Iteration 90Q: 3 clusters Score -1.644264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135795 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -16442636.000000 Penalty: 5866.553711
	Iteration 91Q: 3 clusters Score -1.644264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135800 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -16442648.000000 Penalty: 5866.553711
	Iteration 92Q: 3 clusters Score -1.644265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135808 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -16442641.000000 Penalty: 5866.553711
	Iteration 93Q: 3 clusters Score -1.644264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135815 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -16442653.000000 Penalty: 5866.553711
	Iteration 94Q: 3 clusters Score -1.644265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135818 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -16442651.000000 Penalty: 5866.553711
	Iteration 95Q: 3 clusters Score -1.644265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135822 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -16442655.000000 Penalty: 5866.553711
	Iteration 96Q: 3 clusters Score -1.644266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135824 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -16442657.000000 Penalty: 5866.553711
	Iteration 97Q: 3 clusters Score -1.644266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135828 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16442657.000000 Penalty: 5866.553711
	Iteration 98Q: 3 clusters Score -1.644266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135831 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -16442654.000000 Penalty: 5866.553711
	Iteration 99Q: 3 clusters Score -1.644265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135833 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -16442660.000000 Penalty: 5866.553711
	Iteration 100F: 3 clusters Score -1.644266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135833 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -16442657.000000 Penalty: 5866.553711
	Iteration 101Q: 3 clusters Score -1.644266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135833 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -16442657.000000 Penalty: 5866.553711
	Iteration 102F: 3 clusters Score -1.644266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -80564.523438 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -80564.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78800.773438 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -78800.77 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -79124.703125 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -79124.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -79333.226562 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -79333.23 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79556.484375 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -79556.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79655.914062 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -79655.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79695.671875 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -79695.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79705.171875 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -79705.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79712.640625 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -79712.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79714.359375 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -79714.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -79716.429688 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -79716.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79717.500000 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -79717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79718.906250 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -79718.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79720.007812 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -79720.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79720.937500 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -79720.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79720.937500 Penalty: 3347.384766
	Iteration 14F: 3 clusters Score -79720.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Entering Unmasked Estep 
Score: -1029249.125000 Penalty: 2254.845703
	Iteration 0F: 2 clusters Score -1029249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1022351.625000 Penalty: 4509.691406
	Iteration 0F: 3 clusters Score -1022352 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1024442.687500 Penalty: 4509.691406
	Iteration 1F: 3 clusters Score -1024443 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1024849.312500 Penalty: 4509.691406
	Iteration 2F: 3 clusters Score -1024849 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1025143.437500 Penalty: 4509.691406
	Iteration 3F: 3 clusters Score -1025143 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1025398.875000 Penalty: 4509.691406
	Iteration 4Q: 3 clusters Score -1025399 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1025632.500000 Penalty: 4509.691406
	Iteration 5Q: 3 clusters Score -1025632 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1025833.125000 Penalty: 4509.691406
	Iteration 6Q: 3 clusters Score -1025833 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1026000.687500 Penalty: 4509.691406
	Iteration 7Q: 3 clusters Score -1026001 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1026143.875000 Penalty: 4509.691406
	Iteration 8Q: 3 clusters Score -1026144 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1026259.812500 Penalty: 4509.691406
	Iteration 9Q: 3 clusters Score -1026260 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1026355.750000 Penalty: 4509.691406
	Iteration 10Q: 3 clusters Score -1026356 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1026443.750000 Penalty: 4509.691406
	Iteration 11Q: 3 clusters Score -1026444 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1026537.500000 Penalty: 4509.691406
	Iteration 12Q: 3 clusters Score -1026538 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1026637.187500 Penalty: 4509.691406
	Iteration 13Q: 3 clusters Score -1026637 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1026748.687500 Penalty: 4509.691406
	Iteration 14Q: 3 clusters Score -1026749 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1026859.875000 Penalty: 4509.691406
	Iteration 15Q: 3 clusters Score -1026860 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1026970.875000 Penalty: 4509.691406
	Iteration 16Q: 3 clusters Score -1026971 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1027086.562500 Penalty: 4509.691406
	Iteration 17Q: 3 clusters Score -1027087 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1027199.375000 Penalty: 4509.691406
	Iteration 18Q: 3 clusters Score -1027199 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1027328.875000 Penalty: 4509.691406
	Iteration 19Q: 3 clusters Score -1027329 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1027446.250000 Penalty: 4509.691406
	Iteration 20F: 3 clusters Score -1027446 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1027568.562500 Penalty: 4509.691406
	Iteration 21Q: 3 clusters Score -1027569 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1027685.625000 Penalty: 4509.691406
	Iteration 22Q: 3 clusters Score -1027686 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1027796.875000 Penalty: 4509.691406
	Iteration 23Q: 3 clusters Score -1027797 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1027894.062500 Penalty: 4509.691406
	Iteration 24Q: 3 clusters Score -1027894 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1027975.000000 Penalty: 4509.691406
	Iteration 25Q: 3 clusters Score -1027975 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1028025.125000 Penalty: 4509.691406
	Iteration 26Q: 3 clusters Score -1028025 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1028058.187500 Penalty: 4509.691406
	Iteration 27Q: 3 clusters Score -1028058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1028085.000000 Penalty: 4509.691406
	Iteration 28Q: 3 clusters Score -1028085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1028102.750000 Penalty: 4509.691406
	Iteration 29Q: 3 clusters Score -1028103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1028119.250000 Penalty: 4509.691406
	Iteration 30Q: 3 clusters Score -1028119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1028129.500000 Penalty: 4509.691406
	Iteration 31Q: 3 clusters Score -1028130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1028142.250000 Penalty: 4509.691406
	Iteration 32Q: 3 clusters Score -1028142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1028151.875000 Penalty: 4509.691406
	Iteration 33Q: 3 clusters Score -1028152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1028155.125000 Penalty: 4509.691406
	Iteration 34Q: 3 clusters Score -1028155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1028164.437500 Penalty: 4509.691406
	Iteration 35Q: 3 clusters Score -1028164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1028169.187500 Penalty: 4509.691406
	Iteration 36Q: 3 clusters Score -1028169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1028182.062500 Penalty: 4509.691406
	Iteration 37Q: 3 clusters Score -1028182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1028183.875000 Penalty: 4509.691406
	Iteration 38Q: 3 clusters Score -1028184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1028187.312500 Penalty: 4509.691406
	Iteration 39Q: 3 clusters Score -1028187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1028190.312500 Penalty: 4509.691406
	Iteration 40F: 3 clusters Score -1028190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1028189.875000 Penalty: 4509.691406
	Iteration 41Q: 3 clusters Score -1028190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1028193.000000 Penalty: 4509.691406
	Iteration 42Q: 3 clusters Score -1028193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1028194.937500 Penalty: 4509.691406
	Iteration 43Q: 3 clusters Score -1028195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1028200.187500 Penalty: 4509.691406
	Iteration 44Q: 3 clusters Score -1028200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1028203.125000 Penalty: 4509.691406
	Iteration 45Q: 3 clusters Score -1028203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1028211.187500 Penalty: 4509.691406
	Iteration 46Q: 3 clusters Score -1028211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1028210.000000 Penalty: 4509.691406
	Iteration 47Q: 3 clusters Score -1028210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1028211.500000 Penalty: 4509.691406
	Iteration 48Q: 3 clusters Score -1028212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1028211.500000 Penalty: 4509.691406
	Iteration 49F: 3 clusters Score -1028212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Entering Unmasked Estep 
Score: -716838.437500 Penalty: 2159.127686
	Iteration 0F: 2 clusters Score -716838.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -711649.687500 Penalty: 4318.255371
	Iteration 0F: 3 clusters Score -711649.7 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -712872.500000 Penalty: 4318.255371
	Iteration 1F: 3 clusters Score -712872.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -713096.500000 Penalty: 4318.255371
	Iteration 2F: 3 clusters Score -713096.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -713248.500000 Penalty: 4318.255371
	Iteration 3F: 3 clusters Score -713248.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -713348.687500 Penalty: 4318.255371
	Iteration 4Q: 3 clusters Score -713348.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -713427.375000 Penalty: 4318.255371
	Iteration 5Q: 3 clusters Score -713427.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -713478.062500 Penalty: 4318.255371
	Iteration 6Q: 3 clusters Score -713478.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -713522.500000 Penalty: 4318.255371
	Iteration 7Q: 3 clusters Score -713522.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -713565.750000 Penalty: 4318.255371
	Iteration 8Q: 3 clusters Score -713565.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -713604.062500 Penalty: 4318.255371
	Iteration 9Q: 3 clusters Score -713604.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -713632.437500 Penalty: 4318.255371
	Iteration 10Q: 3 clusters Score -713632.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -713663.562500 Penalty: 4318.255371
	Iteration 11Q: 3 clusters Score -713663.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -713692.125000 Penalty: 4318.255371
	Iteration 12Q: 3 clusters Score -713692.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -713717.750000 Penalty: 4318.255371
	Iteration 13Q: 3 clusters Score -713717.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -713735.437500 Penalty: 4318.255371
	Iteration 14Q: 3 clusters Score -713735.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -713752.625000 Penalty: 4318.255371
	Iteration 15Q: 3 clusters Score -713752.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -713775.062500 Penalty: 4318.255371
	Iteration 16Q: 3 clusters Score -713775.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -713798.187500 Penalty: 4318.255371
	Iteration 17Q: 3 clusters Score -713798.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -713825.250000 Penalty: 4318.255371
	Iteration 18Q: 3 clusters Score -713825.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -713854.250000 Penalty: 4318.255371
	Iteration 19Q: 3 clusters Score -713854.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -713894.125000 Penalty: 4318.255371
	Iteration 20F: 3 clusters Score -713894.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -713945.187500 Penalty: 4318.255371
	Iteration 21Q: 3 clusters Score -713945.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -714004.312500 Penalty: 4318.255371
	Iteration 22Q: 3 clusters Score -714004.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -714059.500000 Penalty: 4318.255371
	Iteration 23Q: 3 clusters Score -714059.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -714114.000000 Penalty: 4318.255371
	Iteration 24Q: 3 clusters Score -714114 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -714163.062500 Penalty: 4318.255371
	Iteration 25Q: 3 clusters Score -714163.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -714223.312500 Penalty: 4318.255371
	Iteration 26Q: 3 clusters Score -714223.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -714280.000000 Penalty: 4318.255371
	Iteration 27Q: 3 clusters Score -714280 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -714336.437500 Penalty: 4318.255371
	Iteration 28Q: 3 clusters Score -714336.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -714386.937500 Penalty: 4318.255371
	Iteration 29Q: 3 clusters Score -714386.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -714427.187500 Penalty: 4318.255371
	Iteration 30Q: 3 clusters Score -714427.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -714468.562500 Penalty: 4318.255371
	Iteration 31Q: 3 clusters Score -714468.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -714515.625000 Penalty: 4318.255371
	Iteration 32Q: 3 clusters Score -714515.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -714567.062500 Penalty: 4318.255371
	Iteration 33Q: 3 clusters Score -714567.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -714609.750000 Penalty: 4318.255371
	Iteration 34Q: 3 clusters Score -714609.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -714658.312500 Penalty: 4318.255371
	Iteration 35Q: 3 clusters Score -714658.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -714711.500000 Penalty: 4318.255371
	Iteration 36Q: 3 clusters Score -714711.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -714747.750000 Penalty: 4318.255371
	Iteration 37Q: 3 clusters Score -714747.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -714781.937500 Penalty: 4318.255371
	Iteration 38Q: 3 clusters Score -714781.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -714814.250000 Penalty: 4318.255371
	Iteration 39Q: 3 clusters Score -714814.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -714842.812500 Penalty: 4318.255371
	Iteration 40F: 3 clusters Score -714842.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -714865.500000 Penalty: 4318.255371
	Iteration 41Q: 3 clusters Score -714865.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -714888.062500 Penalty: 4318.255371
	Iteration 42Q: 3 clusters Score -714888.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -714908.875000 Penalty: 4318.255371
	Iteration 43Q: 3 clusters Score -714908.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -714928.125000 Penalty: 4318.255371
	Iteration 44Q: 3 clusters Score -714928.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -714943.625000 Penalty: 4318.255371
	Iteration 45Q: 3 clusters Score -714943.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -714957.750000 Penalty: 4318.255371
	Iteration 46Q: 3 clusters Score -714957.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -714964.750000 Penalty: 4318.255371
	Iteration 47Q: 3 clusters Score -714964.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -714973.750000 Penalty: 4318.255371
	Iteration 48Q: 3 clusters Score -714973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -714980.125000 Penalty: 4318.255371
	Iteration 49Q: 3 clusters Score -714980.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -714985.562500 Penalty: 4318.255371
	Iteration 50Q: 3 clusters Score -714985.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -714989.562500 Penalty: 4318.255371
	Iteration 51Q: 3 clusters Score -714989.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -714992.562500 Penalty: 4318.255371
	Iteration 52Q: 3 clusters Score -714992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -714994.812500 Penalty: 4318.255371
	Iteration 53Q: 3 clusters Score -714994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -714996.875000 Penalty: 4318.255371
	Iteration 54Q: 3 clusters Score -714996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -714996.500000 Penalty: 4318.255371
	Iteration 55Q: 3 clusters Score -714996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -714998.625000 Penalty: 4318.255371
	Iteration 56Q: 3 clusters Score -714998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -715000.625000 Penalty: 4318.255371
	Iteration 57Q: 3 clusters Score -715000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -715002.500000 Penalty: 4318.255371
	Iteration 58Q: 3 clusters Score -715002.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -715003.125000 Penalty: 4318.255371
	Iteration 59Q: 3 clusters Score -715003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -715002.062500 Penalty: 4318.255371
	Iteration 60F: 3 clusters Score -715002.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -503582.781250 Penalty: 2072.250977
	Iteration 0F: 2 clusters Score -503582.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -499544.406250 Penalty: 4144.501953
	Iteration 0F: 3 clusters Score -499544.4 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -500378.750000 Penalty: 4144.501953
	Iteration 1F: 3 clusters Score -500378.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -500542.718750 Penalty: 4144.501953
	Iteration 2F: 3 clusters Score -500542.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -500640.687500 Penalty: 4144.501953
	Iteration 3Q: 3 clusters Score -500640.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -500710.781250 Penalty: 4144.501953
	Iteration 4Q: 3 clusters Score -500710.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -500775.812500 Penalty: 4144.501953
	Iteration 5Q: 3 clusters Score -500775.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -500837.968750 Penalty: 4144.501953
	Iteration 6Q: 3 clusters Score -500838 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -500885.250000 Penalty: 4144.501953
	Iteration 7Q: 3 clusters Score -500885.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -500924.156250 Penalty: 4144.501953
	Iteration 8Q: 3 clusters Score -500924.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -500955.718750 Penalty: 4144.501953
	Iteration 9Q: 3 clusters Score -500955.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -500989.312500 Penalty: 4144.501953
	Iteration 10Q: 3 clusters Score -500989.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -501035.093750 Penalty: 4144.501953
	Iteration 11Q: 3 clusters Score -501035.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -501087.375000 Penalty: 4144.501953
	Iteration 12Q: 3 clusters Score -501087.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -501147.906250 Penalty: 4144.501953
	Iteration 13Q: 3 clusters Score -501147.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -501187.906250 Penalty: 4144.501953
	Iteration 14Q: 3 clusters Score -501187.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -501217.562500 Penalty: 4144.501953
	Iteration 15Q: 3 clusters Score -501217.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -501249.937500 Penalty: 4144.501953
	Iteration 16Q: 3 clusters Score -501249.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -501281.593750 Penalty: 4144.501953
	Iteration 17Q: 3 clusters Score -501281.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -501312.156250 Penalty: 4144.501953
	Iteration 18Q: 3 clusters Score -501312.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -501355.187500 Penalty: 4144.501953
	Iteration 19Q: 3 clusters Score -501355.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -501406.781250 Penalty: 4144.501953
	Iteration 20F: 3 clusters Score -501406.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -501464.375000 Penalty: 4144.501953
	Iteration 21Q: 3 clusters Score -501464.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -501517.718750 Penalty: 4144.501953
	Iteration 22Q: 3 clusters Score -501517.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -501573.437500 Penalty: 4144.501953
	Iteration 23Q: 3 clusters Score -501573.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -501616.562500 Penalty: 4144.501953
	Iteration 24Q: 3 clusters Score -501616.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -501654.937500 Penalty: 4144.501953
	Iteration 25Q: 3 clusters Score -501654.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -501688.187500 Penalty: 4144.501953
	Iteration 26Q: 3 clusters Score -501688.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -501715.125000 Penalty: 4144.501953
	Iteration 27Q: 3 clusters Score -501715.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -501743.468750 Penalty: 4144.501953
	Iteration 28Q: 3 clusters Score -501743.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -501775.625000 Penalty: 4144.501953
	Iteration 29Q: 3 clusters Score -501775.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -501801.031250 Penalty: 4144.501953
	Iteration 30Q: 3 clusters Score -501801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -501821.312500 Penalty: 4144.501953
	Iteration 31Q: 3 clusters Score -501821.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -501833.781250 Penalty: 4144.501953
	Iteration 32Q: 3 clusters Score -501833.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -501848.812500 Penalty: 4144.501953
	Iteration 33Q: 3 clusters Score -501848.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -501862.750000 Penalty: 4144.501953
	Iteration 34Q: 3 clusters Score -501862.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -501883.718750 Penalty: 4144.501953
	Iteration 35Q: 3 clusters Score -501883.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -501902.000000 Penalty: 4144.501953
	Iteration 36Q: 3 clusters Score -501902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -501911.906250 Penalty: 4144.501953
	Iteration 37Q: 3 clusters Score -501911.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -501917.500000 Penalty: 4144.501953
	Iteration 38Q: 3 clusters Score -501917.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -501921.312500 Penalty: 4144.501953
	Iteration 39Q: 3 clusters Score -501921.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -501924.281250 Penalty: 4144.501953
	Iteration 40F: 3 clusters Score -501924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -501925.531250 Penalty: 4144.501953
	Iteration 41Q: 3 clusters Score -501925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -501927.375000 Penalty: 4144.501953
	Iteration 42Q: 3 clusters Score -501927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -501927.750000 Penalty: 4144.501953
	Iteration 43Q: 3 clusters Score -501927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -501927.750000 Penalty: 4144.501953
	Iteration 44F: 3 clusters Score -501927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216301 members 
Mstep: Class 2 contains 23554 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 7173 members 
Mstep: Class 6 contains 32212 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 144180 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 173790 members 
Mstep: Class 11 contains 157088 members 
Mstep: Class 12 contains 3493 members 
Mstep: Class 13 contains 5701 members 
Mstep: Class 14 contains 40042 members 
Mstep: Class 15 contains 94736 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 44242 members 
Mstep: Class 18 contains 38268 members 
Mstep: Class 19 contains 6720 members 
Mstep: Class 20 contains 15852 members 
Mstep: Class 21 contains 8532 members 
Mstep: Class 22 contains 57249 members 
Mstep: Class 23 contains 15154 members 
Mstep: Class 24 contains 41466 members 
Mstep: Class 25 contains 11080 members 
Mstep: Class 26 contains 136999 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8885 members 
Mstep: Class 29 contains 6040 members 
Mstep: Class 30 contains 4255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079680.000000 Penalty: 104997.734375
Iteration 119Q: 31 clusters Score -1.560797e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216305 members 
Mstep: Class 2 contains 23570 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20044 members 
Mstep: Class 5 contains 7176 members 
Mstep: Class 6 contains 32214 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 144165 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 173777 members 
Mstep: Class 11 contains 156966 members 
Mstep: Class 12 contains 3492 members 
Mstep: Class 13 contains 5699 members 
Mstep: Class 14 contains 40035 members 
Mstep: Class 15 contains 94735 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 44242 members 
Mstep: Class 18 contains 38265 members 
Mstep: Class 19 contains 6719 members 
Mstep: Class 20 contains 15853 members 
Mstep: Class 21 contains 8531 members 
Mstep: Class 22 contains 57244 members 
Mstep: Class 23 contains 15164 members 
Mstep: Class 24 contains 41468 members 
Mstep: Class 25 contains 11078 members 
Mstep: Class 26 contains 137127 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8887 members 
Mstep: Class 29 contains 6044 members 
Mstep: Class 30 contains 4260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079808.000000 Penalty: 104997.734375
Iteration 120F: 31 clusters Score -1.560798e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216316 members 
Mstep: Class 2 contains 23585 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 7172 members 
Mstep: Class 6 contains 32212 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 144160 members 
Mstep: Class 9 contains 6145 members 
Mstep: Class 10 contains 173748 members 
Mstep: Class 11 contains 156879 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 5697 members 
Mstep: Class 14 contains 40032 members 
Mstep: Class 15 contains 94734 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 44243 members 
Mstep: Class 18 contains 38258 members 
Mstep: Class 19 contains 6717 members 
Mstep: Class 20 contains 15850 members 
Mstep: Class 21 contains 8530 members 
Mstep: Class 22 contains 57236 members 
Mstep: Class 23 contains 15177 members 
Mstep: Class 24 contains 41476 members 
Mstep: Class 25 contains 11078 members 
Mstep: Class 26 contains 137233 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8887 members 
Mstep: Class 29 contains 6044 members 
Mstep: Class 30 contains 4263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079648.000000 Penalty: 104997.734375
Iteration 121Q: 31 clusters Score -1.560796e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216333 members 
Mstep: Class 2 contains 23600 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20044 members 
Mstep: Class 5 contains 7173 members 
Mstep: Class 6 contains 32215 members 
Mstep: Class 7 contains 13968 members 
Mstep: Class 8 contains 144145 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 173734 members 
Mstep: Class 11 contains 156786 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 5696 members 
Mstep: Class 14 contains 40027 members 
Mstep: Class 15 contains 94734 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44240 members 
Mstep: Class 18 contains 38255 members 
Mstep: Class 19 contains 6716 members 
Mstep: Class 20 contains 15849 members 
Mstep: Class 21 contains 8529 members 
Mstep: Class 22 contains 57227 members 
Mstep: Class 23 contains 15184 members 
Mstep: Class 24 contains 41480 members 
Mstep: Class 25 contains 11080 members 
Mstep: Class 26 contains 137331 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8885 members 
Mstep: Class 29 contains 6046 members 
Mstep: Class 30 contains 4263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079680.000000 Penalty: 104997.734375
Iteration 122Q: 31 clusters Score -1.560797e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216348 members 
Mstep: Class 2 contains 23613 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20044 members 
Mstep: Class 5 contains 7172 members 
Mstep: Class 6 contains 32218 members 
Mstep: Class 7 contains 13966 members 
Mstep: Class 8 contains 144138 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 173718 members 
Mstep: Class 11 contains 156685 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 5694 members 
Mstep: Class 14 contains 40028 members 
Mstep: Class 15 contains 94732 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44240 members 
Mstep: Class 18 contains 38252 members 
Mstep: Class 19 contains 6714 members 
Mstep: Class 20 contains 15847 members 
Mstep: Class 21 contains 8528 members 
Mstep: Class 22 contains 57220 members 
Mstep: Class 23 contains 15195 members 
Mstep: Class 24 contains 41483 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137420 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8887 members 
Mstep: Class 29 contains 6048 members 
Mstep: Class 30 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079824.000000 Penalty: 104997.734375
Iteration 123Q: 31 clusters Score -1.560798e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216362 members 
Mstep: Class 2 contains 23628 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20041 members 
Mstep: Class 5 contains 7165 members 
Mstep: Class 6 contains 32217 members 
Mstep: Class 7 contains 13963 members 
Mstep: Class 8 contains 144129 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 173716 members 
Mstep: Class 11 contains 156602 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 5688 members 
Mstep: Class 14 contains 40027 members 
Mstep: Class 15 contains 94734 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44237 members 
Mstep: Class 18 contains 38246 members 
Mstep: Class 19 contains 6714 members 
Mstep: Class 20 contains 15845 members 
Mstep: Class 21 contains 8528 members 
Mstep: Class 22 contains 57209 members 
Mstep: Class 23 contains 15207 members 
Mstep: Class 24 contains 41483 members 
Mstep: Class 25 contains 11080 members 
Mstep: Class 26 contains 137499 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8887 members 
Mstep: Class 29 contains 6050 members 
Mstep: Class 30 contains 4281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079760.000000 Penalty: 104997.734375
Iteration 124Q: 31 clusters Score -1.560798e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216376 members 
Mstep: Class 2 contains 23647 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20041 members 
Mstep: Class 5 contains 7167 members 
Mstep: Class 6 contains 32216 members 
Mstep: Class 7 contains 13960 members 
Mstep: Class 8 contains 144124 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 173703 members 
Mstep: Class 11 contains 156551 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 5686 members 
Mstep: Class 14 contains 40034 members 
Mstep: Class 15 contains 94733 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44237 members 
Mstep: Class 18 contains 38237 members 
Mstep: Class 19 contains 6710 members 
Mstep: Class 20 contains 15844 members 
Mstep: Class 21 contains 8528 members 
Mstep: Class 22 contains 57194 members 
Mstep: Class 23 contains 15217 members 
Mstep: Class 24 contains 41487 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 137544 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8886 members 
Mstep: Class 29 contains 6052 members 
Mstep: Class 30 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079568.000000 Penalty: 104997.734375
Iteration 125Q: 31 clusters Score -1.560796e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216383 members 
Mstep: Class 2 contains 23669 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20038 members 
Mstep: Class 5 contains 7166 members 
Mstep: Class 6 contains 32215 members 
Mstep: Class 7 contains 13959 members 
Mstep: Class 8 contains 144124 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 173691 members 
Mstep: Class 11 contains 156507 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 40034 members 
Mstep: Class 15 contains 94734 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44238 members 
Mstep: Class 18 contains 38228 members 
Mstep: Class 19 contains 6711 members 
Mstep: Class 20 contains 15842 members 
Mstep: Class 21 contains 8528 members 
Mstep: Class 22 contains 57177 members 
Mstep: Class 23 contains 15226 members 
Mstep: Class 24 contains 41490 members 
Mstep: Class 25 contains 11083 members 
Mstep: Class 26 contains 137595 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8884 members 
Mstep: Class 29 contains 6052 members 
Mstep: Class 30 contains 4287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079552.000000 Penalty: 104997.734375
Iteration 126Q: 31 clusters Score -1.560796e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216399 members 
Mstep: Class 2 contains 23682 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20036 members 
Mstep: Class 5 contains 7166 members 
Mstep: Class 6 contains 32216 members 
Mstep: Class 7 contains 13959 members 
Mstep: Class 8 contains 144112 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 173681 members 
Mstep: Class 11 contains 156475 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 40030 members 
Mstep: Class 15 contains 94731 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44237 members 
Mstep: Class 18 contains 38221 members 
Mstep: Class 19 contains 6716 members 
Mstep: Class 20 contains 15839 members 
Mstep: Class 21 contains 8528 members 
Mstep: Class 22 contains 57166 members 
Mstep: Class 23 contains 15235 members 
Mstep: Class 24 contains 41492 members 
Mstep: Class 25 contains 11083 members 
Mstep: Class 26 contains 137630 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8882 members 
Mstep: Class 29 contains 6056 members 
Mstep: Class 30 contains 4293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079680.000000 Penalty: 104997.734375
Iteration 127Q: 31 clusters Score -1.560797e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216406 members 
Mstep: Class 2 contains 23705 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20038 members 
Mstep: Class 5 contains 7165 members 
Mstep: Class 6 contains 32215 members 
Mstep: Class 7 contains 13959 members 
Mstep: Class 8 contains 144099 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 173665 members 
Mstep: Class 11 contains 156457 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 40037 members 
Mstep: Class 15 contains 94730 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44238 members 
Mstep: Class 18 contains 38211 members 
Mstep: Class 19 contains 6718 members 
Mstep: Class 20 contains 15837 members 
Mstep: Class 21 contains 8528 members 
Mstep: Class 22 contains 57153 members 
Mstep: Class 23 contains 15250 members 
Mstep: Class 24 contains 41486 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 137658 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8878 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 4300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079904.000000 Penalty: 104997.734375
Iteration 128Q: 31 clusters Score -1.560799e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216399 members 
Mstep: Class 2 contains 23726 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20038 members 
Mstep: Class 5 contains 7164 members 
Mstep: Class 6 contains 32214 members 
Mstep: Class 7 contains 13959 members 
Mstep: Class 8 contains 144086 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 173674 members 
Mstep: Class 11 contains 156411 members 
Mstep: Class 12 contains 3488 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40038 members 
Mstep: Class 15 contains 94731 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44240 members 
Mstep: Class 18 contains 38209 members 
Mstep: Class 19 contains 6722 members 
Mstep: Class 20 contains 15836 members 
Mstep: Class 21 contains 8529 members 
Mstep: Class 22 contains 57140 members 
Mstep: Class 23 contains 15266 members 
Mstep: Class 24 contains 41484 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137689 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 4307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079728.000000 Penalty: 104997.734375
Iteration 129Q: 31 clusters Score -1.560797e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216392 members 
Mstep: Class 2 contains 23746 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20038 members 
Mstep: Class 5 contains 7164 members 
Mstep: Class 6 contains 32214 members 
Mstep: Class 7 contains 13959 members 
Mstep: Class 8 contains 144077 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 173679 members 
Mstep: Class 11 contains 156386 members 
Mstep: Class 12 contains 3488 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40041 members 
Mstep: Class 15 contains 94730 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44238 members 
Mstep: Class 18 contains 38201 members 
Mstep: Class 19 contains 6731 members 
Mstep: Class 20 contains 15833 members 
Mstep: Class 21 contains 8528 members 
Mstep: Class 22 contains 57131 members 
Mstep: Class 23 contains 15270 members 
Mstep: Class 24 contains 41484 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137710 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8872 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 4308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079872.000000 Penalty: 104997.734375
Iteration 130Q: 31 clusters Score -1.560799e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216382 members 
Mstep: Class 2 contains 23775 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20036 members 
Mstep: Class 5 contains 7164 members 
Mstep: Class 6 contains 32214 members 
Mstep: Class 7 contains 13959 members 
Mstep: Class 8 contains 144063 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 173687 members 
Mstep: Class 11 contains 156358 members 
Mstep: Class 12 contains 3488 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40041 members 
Mstep: Class 15 contains 94729 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44236 members 
Mstep: Class 18 contains 38194 members 
Mstep: Class 19 contains 6741 members 
Mstep: Class 20 contains 15824 members 
Mstep: Class 21 contains 8528 members 
Mstep: Class 22 contains 57118 members 
Mstep: Class 23 contains 15282 members 
Mstep: Class 24 contains 41486 members 
Mstep: Class 25 contains 11083 members 
Mstep: Class 26 contains 137734 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8871 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156080000.000000 Penalty: 104997.734375
Iteration 131Q: 31 clusters Score -1.5608e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216393 members 
Mstep: Class 2 contains 23793 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20036 members 
Mstep: Class 5 contains 7162 members 
Mstep: Class 6 contains 32210 members 
Mstep: Class 7 contains 13958 members 
Mstep: Class 8 contains 144056 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 173683 members 
Mstep: Class 11 contains 156333 members 
Mstep: Class 12 contains 3488 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40041 members 
Mstep: Class 15 contains 94730 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44233 members 
Mstep: Class 18 contains 38187 members 
Mstep: Class 19 contains 6741 members 
Mstep: Class 20 contains 15821 members 
Mstep: Class 21 contains 8527 members 
Mstep: Class 22 contains 57108 members 
Mstep: Class 23 contains 15294 members 
Mstep: Class 24 contains 41484 members 
Mstep: Class 25 contains 11083 members 
Mstep: Class 26 contains 137754 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8874 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 4315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079936.000000 Penalty: 104997.734375
Iteration 132Q: 31 clusters Score -1.560799e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216420 members 
Mstep: Class 2 contains 23803 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 5 contains 7162 members 
Mstep: Class 6 contains 32208 members 
Mstep: Class 7 contains 13957 members 
Mstep: Class 8 contains 144049 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 173688 members 
Mstep: Class 11 contains 156309 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40042 members 
Mstep: Class 15 contains 94726 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44230 members 
Mstep: Class 18 contains 38184 members 
Mstep: Class 19 contains 6734 members 
Mstep: Class 20 contains 15818 members 
Mstep: Class 21 contains 8526 members 
Mstep: Class 22 contains 57094 members 
Mstep: Class 23 contains 15311 members 
Mstep: Class 24 contains 41482 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 137764 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8877 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 4320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079968.000000 Penalty: 104997.734375
Iteration 133Q: 31 clusters Score -1.5608e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216435 members 
Mstep: Class 2 contains 23808 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 7162 members 
Mstep: Class 6 contains 32210 members 
Mstep: Class 7 contains 13956 members 
Mstep: Class 8 contains 144047 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 173693 members 
Mstep: Class 11 contains 156297 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40041 members 
Mstep: Class 15 contains 94724 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44226 members 
Mstep: Class 18 contains 38177 members 
Mstep: Class 19 contains 6735 members 
Mstep: Class 20 contains 15814 members 
Mstep: Class 21 contains 8524 members 
Mstep: Class 22 contains 57085 members 
Mstep: Class 23 contains 15325 members 
Mstep: Class 24 contains 41479 members 
Mstep: Class 25 contains 11078 members 
Mstep: Class 26 contains 137772 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8878 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 4322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079984.000000 Penalty: 104997.734375
Iteration 134Q: 31 clusters Score -1.5608e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216455 members 
Mstep: Class 2 contains 23811 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 7162 members 
Mstep: Class 6 contains 32208 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 144036 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173699 members 
Mstep: Class 11 contains 156291 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 5676 members 
Mstep: Class 14 contains 40039 members 
Mstep: Class 15 contains 94724 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44224 members 
Mstep: Class 18 contains 38169 members 
Mstep: Class 19 contains 6736 members 
Mstep: Class 20 contains 15812 members 
Mstep: Class 21 contains 8521 members 
Mstep: Class 22 contains 57069 members 
Mstep: Class 23 contains 15340 members 
Mstep: Class 24 contains 41476 members 
Mstep: Class 25 contains 11077 members 
Mstep: Class 26 contains 137780 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 29 contains 6059 members 
Mstep: Class 30 contains 4323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079920.000000 Penalty: 104997.734375
Iteration 135Q: 31 clusters Score -1.560799e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216468 members 
Mstep: Class 2 contains 23818 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 7162 members 
Mstep: Class 6 contains 32206 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 144030 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 173699 members 
Mstep: Class 11 contains 156285 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 5675 members 
Mstep: Class 14 contains 40040 members 
Mstep: Class 15 contains 94723 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44224 members 
Mstep: Class 18 contains 38171 members 
Mstep: Class 19 contains 6734 members 
Mstep: Class 20 contains 15811 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 57058 members 
Mstep: Class 23 contains 15349 members 
Mstep: Class 24 contains 41479 members 
Mstep: Class 25 contains 11076 members 
Mstep: Class 26 contains 137778 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 6060 members 
Mstep: Class 30 contains 4324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079952.000000 Penalty: 104997.734375
Iteration 136Q: 31 clusters Score -1.5608e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216463 members 
Mstep: Class 2 contains 23824 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 7162 members 
Mstep: Class 6 contains 32204 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 144026 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 173705 members 
Mstep: Class 11 contains 156282 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40036 members 
Mstep: Class 15 contains 94721 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44223 members 
Mstep: Class 18 contains 38166 members 
Mstep: Class 19 contains 6739 members 
Mstep: Class 20 contains 15812 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 57047 members 
Mstep: Class 23 contains 15360 members 
Mstep: Class 24 contains 41478 members 
Mstep: Class 25 contains 11076 members 
Mstep: Class 26 contains 137790 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8874 members 
Mstep: Class 29 contains 6060 members 
Mstep: Class 30 contains 4325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156080096.000000 Penalty: 104997.734375
Iteration 137Q: 31 clusters Score -1.560801e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216454 members 
Mstep: Class 2 contains 23824 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 7163 members 
Mstep: Class 6 contains 32205 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 144019 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 173712 members 
Mstep: Class 11 contains 156278 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40035 members 
Mstep: Class 15 contains 94721 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44224 members 
Mstep: Class 18 contains 38158 members 
Mstep: Class 19 contains 6740 members 
Mstep: Class 20 contains 15810 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 57041 members 
Mstep: Class 23 contains 15373 members 
Mstep: Class 24 contains 41477 members 
Mstep: Class 25 contains 11074 members 
Mstep: Class 26 contains 137804 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8873 members 
Mstep: Class 29 contains 6060 members 
Mstep: Class 30 contains 4329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156080144.000000 Penalty: 104997.734375
Iteration 138Q: 31 clusters Score -1.560801e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216462 members 
Mstep: Class 2 contains 23825 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 7162 members 
Mstep: Class 6 contains 32205 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 144011 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 173718 members 
Mstep: Class 11 contains 156272 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40034 members 
Mstep: Class 15 contains 94721 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44222 members 
Mstep: Class 18 contains 38149 members 
Mstep: Class 19 contains 6737 members 
Mstep: Class 20 contains 15810 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 57031 members 
Mstep: Class 23 contains 15385 members 
Mstep: Class 24 contains 41476 members 
Mstep: Class 25 contains 11073 members 
Mstep: Class 26 contains 137818 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8872 members 
Mstep: Class 29 contains 6063 members 
Mstep: Class 30 contains 4330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156080000.000000 Penalty: 104997.734375
Iteration 139Q: 31 clusters Score -1.5608e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216468 members 
Mstep: Class 2 contains 23829 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7163 members 
Mstep: Class 6 contains 32204 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 144008 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173722 members 
Mstep: Class 11 contains 156264 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 40033 members 
Mstep: Class 15 contains 94721 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44221 members 
Mstep: Class 18 contains 38142 members 
Mstep: Class 19 contains 6736 members 
Mstep: Class 20 contains 15810 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 57023 members 
Mstep: Class 23 contains 15392 members 
Mstep: Class 24 contains 41474 members 
Mstep: Class 25 contains 11072 members 
Mstep: Class 26 contains 137826 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8872 members 
Mstep: Class 29 contains 6065 members 
Mstep: Class 30 contains 4332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156080048.000000 Penalty: 104997.734375
Iteration 140F: 31 clusters Score -1.5608e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216458 members 
Mstep: Class 2 contains 23832 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 7160 members 
Mstep: Class 6 contains 32204 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 144006 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 173731 members 
Mstep: Class 11 contains 156245 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40037 members 
Mstep: Class 15 contains 94721 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44218 members 
Mstep: Class 18 contains 38139 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15809 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 57017 members 
Mstep: Class 23 contains 15400 members 
Mstep: Class 24 contains 41475 members 
Mstep: Class 25 contains 11071 members 
Mstep: Class 26 contains 137845 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8872 members 
Mstep: Class 29 contains 6066 members 
Mstep: Class 30 contains 4335 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 31 clusters Score -1.560799e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216462 members 
Mstep: Class 2 contains 23834 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 7159 members 
Mstep: Class 6 contains 32203 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 144002 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 173730 members 
Mstep: Class 11 contains 156234 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40039 members 
Mstep: Class 15 contains 94722 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44216 members 
Mstep: Class 18 contains 38137 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15808 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 57011 members 
Mstep: Class 23 contains 15404 members 
Mstep: Class 24 contains 41475 members 
Mstep: Class 25 contains 11070 members 
Mstep: Class 26 contains 137859 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8872 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 4336 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 31 clusters Score -1.560799e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216458 members 
Mstep: Class 2 contains 23837 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 7159 members 
Mstep: Class 6 contains 32199 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143994 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 173732 members 
Mstep: Class 11 contains 156232 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40039 members 
Mstep: Class 15 contains 94721 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44214 members 
Mstep: Class 18 contains 38136 members 
Mstep: Class 19 contains 6732 members 
Mstep: Class 20 contains 15804 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 57005 members 
Mstep: Class 23 contains 15414 members 
Mstep: Class 24 contains 41475 members 
Mstep: Class 25 contains 11069 members 
Mstep: Class 26 contains 137875 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8872 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 31 clusters Score -1.560799e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216460 members 
Mstep: Class 2 contains 23842 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7159 members 
Mstep: Class 6 contains 32199 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143992 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 173732 members 
Mstep: Class 11 contains 156235 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40039 members 
Mstep: Class 15 contains 94721 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44212 members 
Mstep: Class 18 contains 38131 members 
Mstep: Class 19 contains 6733 members 
Mstep: Class 20 contains 15804 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56996 members 
Mstep: Class 23 contains 15423 members 
Mstep: Class 24 contains 41474 members 
Mstep: Class 25 contains 11068 members 
Mstep: Class 26 contains 137878 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8871 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 144Q: 31 clusters Score -1.5608e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216465 members 
Mstep: Class 2 contains 23849 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7159 members 
Mstep: Class 6 contains 32198 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143990 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 173731 members 
Mstep: Class 11 contains 156231 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40040 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44212 members 
Mstep: Class 18 contains 38130 members 
Mstep: Class 19 contains 6733 members 
Mstep: Class 20 contains 15803 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56988 members 
Mstep: Class 23 contains 15428 members 
Mstep: Class 24 contains 41470 members 
Mstep: Class 25 contains 11068 members 
Mstep: Class 26 contains 137885 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8870 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079984.000000 Penalty: 104997.734375
Iteration 145Q: 31 clusters Score -1.5608e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216462 members 
Mstep: Class 2 contains 23855 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7158 members 
Mstep: Class 6 contains 32198 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143989 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 173733 members 
Mstep: Class 11 contains 156226 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40039 members 
Mstep: Class 15 contains 94721 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44212 members 
Mstep: Class 18 contains 38130 members 
Mstep: Class 19 contains 6732 members 
Mstep: Class 20 contains 15802 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56981 members 
Mstep: Class 23 contains 15434 members 
Mstep: Class 24 contains 41468 members 
Mstep: Class 25 contains 11068 members 
Mstep: Class 26 contains 137893 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079856.000000 Penalty: 104997.734375
Iteration 146Q: 31 clusters Score -1.560799e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216461 members 
Mstep: Class 2 contains 23856 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7158 members 
Mstep: Class 6 contains 32198 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143985 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 173732 members 
Mstep: Class 11 contains 156213 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40040 members 
Mstep: Class 15 contains 94721 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44213 members 
Mstep: Class 18 contains 38130 members 
Mstep: Class 19 contains 6732 members 
Mstep: Class 20 contains 15800 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56975 members 
Mstep: Class 23 contains 15442 members 
Mstep: Class 24 contains 41468 members 
Mstep: Class 25 contains 11067 members 
Mstep: Class 26 contains 137911 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079952.000000 Penalty: 104997.734375
Iteration 147Q: 31 clusters Score -1.5608e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216462 members 
Mstep: Class 2 contains 23858 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7158 members 
Mstep: Class 6 contains 32198 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143981 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173730 members 
Mstep: Class 11 contains 156206 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40040 members 
Mstep: Class 15 contains 94720 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44213 members 
Mstep: Class 18 contains 38129 members 
Mstep: Class 19 contains 6732 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56971 members 
Mstep: Class 23 contains 15446 members 
Mstep: Class 24 contains 41468 members 
Mstep: Class 25 contains 11067 members 
Mstep: Class 26 contains 137926 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079952.000000 Penalty: 104997.734375
Iteration 148Q: 31 clusters Score -1.5608e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216469 members 
Mstep: Class 2 contains 23858 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7158 members 
Mstep: Class 6 contains 32197 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143977 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173727 members 
Mstep: Class 11 contains 156198 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40039 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44212 members 
Mstep: Class 18 contains 38129 members 
Mstep: Class 19 contains 6732 members 
Mstep: Class 20 contains 15796 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56967 members 
Mstep: Class 23 contains 15454 members 
Mstep: Class 24 contains 41468 members 
Mstep: Class 25 contains 11066 members 
Mstep: Class 26 contains 137937 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079824.000000 Penalty: 104997.734375
Iteration 149Q: 31 clusters Score -1.560798e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216476 members 
Mstep: Class 2 contains 23859 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7158 members 
Mstep: Class 6 contains 32198 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143975 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173723 members 
Mstep: Class 11 contains 156199 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40038 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44212 members 
Mstep: Class 18 contains 38129 members 
Mstep: Class 19 contains 6732 members 
Mstep: Class 20 contains 15795 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56964 members 
Mstep: Class 23 contains 15464 members 
Mstep: Class 24 contains 41468 members 
Mstep: Class 25 contains 11062 members 
Mstep: Class 26 contains 137932 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079904.000000 Penalty: 104997.734375
Iteration 150Q: 31 clusters Score -1.560799e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216480 members 
Mstep: Class 2 contains 23860 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7158 members 
Mstep: Class 6 contains 32197 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143977 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173724 members 
Mstep: Class 11 contains 156193 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40038 members 
Mstep: Class 15 contains 94718 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44209 members 
Mstep: Class 18 contains 38129 members 
Mstep: Class 19 contains 6732 members 
Mstep: Class 20 contains 15795 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56954 members 
Mstep: Class 23 contains 15475 members 
Mstep: Class 24 contains 41469 members 
Mstep: Class 25 contains 11059 members 
Mstep: Class 26 contains 137937 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079888.000000 Penalty: 104997.734375
Iteration 151Q: 31 clusters Score -1.560799e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216480 members 
Mstep: Class 2 contains 23863 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7157 members 
Mstep: Class 6 contains 32196 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143975 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173723 members 
Mstep: Class 11 contains 156193 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40038 members 
Mstep: Class 15 contains 94717 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44204 members 
Mstep: Class 18 contains 38124 members 
Mstep: Class 19 contains 6732 members 
Mstep: Class 20 contains 15794 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56945 members 
Mstep: Class 23 contains 15486 members 
Mstep: Class 24 contains 41468 members 
Mstep: Class 25 contains 11059 members 
Mstep: Class 26 contains 137948 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8870 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079808.000000 Penalty: 104997.734375
Iteration 152Q: 31 clusters Score -1.560798e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216484 members 
Mstep: Class 2 contains 23864 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7157 members 
Mstep: Class 6 contains 32193 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143973 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173725 members 
Mstep: Class 11 contains 156182 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40038 members 
Mstep: Class 15 contains 94718 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44204 members 
Mstep: Class 18 contains 38122 members 
Mstep: Class 19 contains 6733 members 
Mstep: Class 20 contains 15794 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56938 members 
Mstep: Class 23 contains 15494 members 
Mstep: Class 24 contains 41468 members 
Mstep: Class 25 contains 11059 members 
Mstep: Class 26 contains 137957 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079824.000000 Penalty: 104997.734375
Iteration 153Q: 31 clusters Score -1.560798e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216483 members 
Mstep: Class 2 contains 23865 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7157 members 
Mstep: Class 6 contains 32193 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143972 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173724 members 
Mstep: Class 11 contains 156178 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40039 members 
Mstep: Class 15 contains 94718 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44204 members 
Mstep: Class 18 contains 38119 members 
Mstep: Class 19 contains 6731 members 
Mstep: Class 20 contains 15794 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56931 members 
Mstep: Class 23 contains 15505 members 
Mstep: Class 24 contains 41468 members 
Mstep: Class 25 contains 11059 members 
Mstep: Class 26 contains 137961 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6068 members 
Mstep: Class 30 contains 4338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079792.000000 Penalty: 104997.734375
Iteration 154Q: 31 clusters Score -1.560798e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216482 members 
Mstep: Class 2 contains 23868 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7157 members 
Mstep: Class 6 contains 32192 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143968 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173724 members 
Mstep: Class 11 contains 156173 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40040 members 
Mstep: Class 15 contains 94718 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44205 members 
Mstep: Class 18 contains 38117 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 15795 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56919 members 
Mstep: Class 23 contains 15520 members 
Mstep: Class 24 contains 41468 members 
Mstep: Class 25 contains 11058 members 
Mstep: Class 26 contains 137965 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6068 members 
Mstep: Class 30 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079824.000000 Penalty: 104997.734375
Iteration 155Q: 31 clusters Score -1.560798e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216487 members 
Mstep: Class 2 contains 23871 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 7156 members 
Mstep: Class 6 contains 32191 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143964 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173722 members 
Mstep: Class 11 contains 156170 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40041 members 
Mstep: Class 15 contains 94718 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44205 members 
Mstep: Class 18 contains 38116 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 15796 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56910 members 
Mstep: Class 23 contains 15526 members 
Mstep: Class 24 contains 41469 members 
Mstep: Class 25 contains 11059 members 
Mstep: Class 26 contains 137968 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6068 members 
Mstep: Class 30 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079856.000000 Penalty: 104997.734375
Iteration 156Q: 31 clusters Score -1.560799e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216481 members 
Mstep: Class 2 contains 23878 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7155 members 
Mstep: Class 6 contains 32190 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143959 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173723 members 
Mstep: Class 11 contains 156169 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40040 members 
Mstep: Class 15 contains 94718 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44204 members 
Mstep: Class 18 contains 38118 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 15797 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56903 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 41468 members 
Mstep: Class 25 contains 11059 members 
Mstep: Class 26 contains 137975 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079808.000000 Penalty: 104997.734375
Iteration 157Q: 31 clusters Score -1.560798e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216481 members 
Mstep: Class 2 contains 23877 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7153 members 
Mstep: Class 6 contains 32188 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143956 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173725 members 
Mstep: Class 11 contains 156172 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40042 members 
Mstep: Class 15 contains 94718 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44204 members 
Mstep: Class 18 contains 38115 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15795 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56901 members 
Mstep: Class 23 contains 15540 members 
Mstep: Class 24 contains 41466 members 
Mstep: Class 25 contains 11058 members 
Mstep: Class 26 contains 137979 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079712.000000 Penalty: 104997.734375
Iteration 158Q: 31 clusters Score -1.560797e+08 nChanged 37
Entering ConstructFrom: 
Score: -156079712.000000 Penalty: 104997.734375
Entering ConstructFrom: 
Trying to split cluster 1 (216481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216481 members 
Entering Unmasked Estep 
Score: -25588608.000000 Penalty: 3046.744141
	Iteration 0F: 2 clusters Score -2.558861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108295 members 
Mstep: Class 2 contains 108186 members 
Entering Unmasked Estep 
Score: -25453382.000000 Penalty: 6093.488281
	Iteration 0F: 3 clusters Score -2.545338e+07 nChanged 103996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109657 members 
Mstep: Class 2 contains 106824 members 
Entering Unmasked Estep 
Score: -25514482.000000 Penalty: 6093.488281
	Iteration 1F: 3 clusters Score -2.551448e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110380 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -25515524.000000 Penalty: 6093.488281
	Iteration 2Q: 3 clusters Score -2.551552e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111469 members 
Mstep: Class 2 contains 105012 members 
Entering Unmasked Estep 
Score: -25516758.000000 Penalty: 6093.488281
	Iteration 3Q: 3 clusters Score -2.551676e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113168 members 
Mstep: Class 2 contains 103313 members 
Entering Unmasked Estep 
Score: -25518596.000000 Penalty: 6093.488281
	Iteration 4Q: 3 clusters Score -2.55186e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115701 members 
Mstep: Class 2 contains 100780 members 
Entering Unmasked Estep 
Score: -25521540.000000 Penalty: 6093.488281
	Iteration 5Q: 3 clusters Score -2.552154e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -25525662.000000 Penalty: 6093.488281
	Iteration 6Q: 3 clusters Score -2.552566e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124510 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
Score: -25532244.000000 Penalty: 6093.488281
	Iteration 7F: 3 clusters Score -2.553224e+07 nChanged 13022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130542 members 
Mstep: Class 2 contains 85939 members 
Entering Unmasked Estep 
Score: -25541636.000000 Penalty: 6093.488281
	Iteration 8F: 3 clusters Score -2.554164e+07 nChanged 13855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136453 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -25552404.000000 Penalty: 6093.488281
	Iteration 9F: 3 clusters Score -2.55524e+07 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141268 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -25560642.000000 Penalty: 6093.488281
	Iteration 10F: 3 clusters Score -2.556064e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145180 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -25564850.000000 Penalty: 6093.488281
	Iteration 11Q: 3 clusters Score -2.556485e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148555 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -25566764.000000 Penalty: 6093.488281
	Iteration 12Q: 3 clusters Score -2.556676e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151731 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -25567808.000000 Penalty: 6093.488281
	Iteration 13Q: 3 clusters Score -2.556781e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154873 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -25568678.000000 Penalty: 6093.488281
	Iteration 14Q: 3 clusters Score -2.556868e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157920 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -25569424.000000 Penalty: 6093.488281
	Iteration 15Q: 3 clusters Score -2.556942e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160932 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -25570220.000000 Penalty: 6093.488281
	Iteration 16Q: 3 clusters Score -2.557022e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163863 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -25570836.000000 Penalty: 6093.488281
	Iteration 17Q: 3 clusters Score -2.557084e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166704 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -25571390.000000 Penalty: 6093.488281
	Iteration 18Q: 3 clusters Score -2.557139e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169536 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -25572234.000000 Penalty: 6093.488281
	Iteration 19Q: 3 clusters Score -2.557223e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172342 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -25573200.000000 Penalty: 6093.488281
	Iteration 20F: 3 clusters Score -2.55732e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175131 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -25574096.000000 Penalty: 6093.488281
	Iteration 21Q: 3 clusters Score -2.55741e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177976 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -25575094.000000 Penalty: 6093.488281
	Iteration 22Q: 3 clusters Score -2.557509e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180728 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -25576146.000000 Penalty: 6093.488281
	Iteration 23Q: 3 clusters Score -2.557615e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183378 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -25577116.000000 Penalty: 6093.488281
	Iteration 24Q: 3 clusters Score -2.557712e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185942 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -25578326.000000 Penalty: 6093.488281
	Iteration 25Q: 3 clusters Score -2.557833e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188463 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -25579336.000000 Penalty: 6093.488281
	Iteration 26Q: 3 clusters Score -2.557934e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190714 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -25580050.000000 Penalty: 6093.488281
	Iteration 27Q: 3 clusters Score -2.558005e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192863 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -25580740.000000 Penalty: 6093.488281
	Iteration 28Q: 3 clusters Score -2.558074e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194869 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -25581732.000000 Penalty: 6093.488281
	Iteration 29Q: 3 clusters Score -2.558173e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196741 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -25582498.000000 Penalty: 6093.488281
	Iteration 30Q: 3 clusters Score -2.55825e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198470 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -25583022.000000 Penalty: 6093.488281
	Iteration 31Q: 3 clusters Score -2.558302e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200065 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -25583600.000000 Penalty: 6093.488281
	Iteration 32Q: 3 clusters Score -2.55836e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201515 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -25584100.000000 Penalty: 6093.488281
	Iteration 33Q: 3 clusters Score -2.55841e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202789 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -25584450.000000 Penalty: 6093.488281
	Iteration 34Q: 3 clusters Score -2.558445e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203846 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -25584824.000000 Penalty: 6093.488281
	Iteration 35Q: 3 clusters Score -2.558482e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204755 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -25585098.000000 Penalty: 6093.488281
	Iteration 36Q: 3 clusters Score -2.55851e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205564 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -25585372.000000 Penalty: 6093.488281
	Iteration 37Q: 3 clusters Score -2.558537e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206297 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -25585554.000000 Penalty: 6093.488281
	Iteration 38Q: 3 clusters Score -2.558555e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206888 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -25585664.000000 Penalty: 6093.488281
	Iteration 39Q: 3 clusters Score -2.558566e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207428 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -25585752.000000 Penalty: 6093.488281
	Iteration 40F: 3 clusters Score -2.558575e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207942 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -25585980.000000 Penalty: 6093.488281
	Iteration 41Q: 3 clusters Score -2.558598e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208375 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -25586142.000000 Penalty: 6093.488281
	Iteration 42Q: 3 clusters Score -2.558614e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208775 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -25586226.000000 Penalty: 6093.488281
	Iteration 43Q: 3 clusters Score -2.558623e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209154 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -25586308.000000 Penalty: 6093.488281
	Iteration 44Q: 3 clusters Score -2.558631e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209482 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -25586428.000000 Penalty: 6093.488281
	Iteration 45Q: 3 clusters Score -2.558643e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209801 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -25586450.000000 Penalty: 6093.488281
	Iteration 46Q: 3 clusters Score -2.558645e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210090 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -25586488.000000 Penalty: 6093.488281
	Iteration 47Q: 3 clusters Score -2.558649e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210357 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -25586552.000000 Penalty: 6093.488281
	Iteration 48Q: 3 clusters Score -2.558655e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210573 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -25586564.000000 Penalty: 6093.488281
	Iteration 49Q: 3 clusters Score -2.558656e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210745 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -25586596.000000 Penalty: 6093.488281
	Iteration 50Q: 3 clusters Score -2.55866e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210902 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -25586590.000000 Penalty: 6093.488281
	Iteration 51Q: 3 clusters Score -2.558659e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211029 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -25586686.000000 Penalty: 6093.488281
	Iteration 52Q: 3 clusters Score -2.558669e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211135 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -25586674.000000 Penalty: 6093.488281
	Iteration 53Q: 3 clusters Score -2.558667e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211212 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -25586692.000000 Penalty: 6093.488281
	Iteration 54Q: 3 clusters Score -2.558669e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211298 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -25586742.000000 Penalty: 6093.488281
	Iteration 55Q: 3 clusters Score -2.558674e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211395 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -25586756.000000 Penalty: 6093.488281
	Iteration 56Q: 3 clusters Score -2.558676e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211486 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -25586762.000000 Penalty: 6093.488281
	Iteration 57Q: 3 clusters Score -2.558676e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211582 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -25586810.000000 Penalty: 6093.488281
	Iteration 58Q: 3 clusters Score -2.558681e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211665 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -25586804.000000 Penalty: 6093.488281
	Iteration 59Q: 3 clusters Score -2.55868e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211753 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -25586816.000000 Penalty: 6093.488281
	Iteration 60F: 3 clusters Score -2.558682e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211839 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -25586824.000000 Penalty: 6093.488281
	Iteration 61Q: 3 clusters Score -2.558682e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211917 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -25586864.000000 Penalty: 6093.488281
	Iteration 62Q: 3 clusters Score -2.558686e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211994 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -25586892.000000 Penalty: 6093.488281
	Iteration 63Q: 3 clusters Score -2.558689e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212064 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -25586884.000000 Penalty: 6093.488281
	Iteration 64Q: 3 clusters Score -2.558688e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212127 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -25586858.000000 Penalty: 6093.488281
	Iteration 65Q: 3 clusters Score -2.558686e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212190 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -25586868.000000 Penalty: 6093.488281
	Iteration 66Q: 3 clusters Score -2.558687e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212255 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -25586840.000000 Penalty: 6093.488281
	Iteration 67Q: 3 clusters Score -2.558684e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212313 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -25586814.000000 Penalty: 6093.488281
	Iteration 68Q: 3 clusters Score -2.558681e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212361 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -25586828.000000 Penalty: 6093.488281
	Iteration 69Q: 3 clusters Score -2.558683e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212411 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -25586850.000000 Penalty: 6093.488281
	Iteration 70Q: 3 clusters Score -2.558685e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212464 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -25586858.000000 Penalty: 6093.488281
	Iteration 71Q: 3 clusters Score -2.558686e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212510 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -25586858.000000 Penalty: 6093.488281
	Iteration 72Q: 3 clusters Score -2.558686e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212544 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -25586856.000000 Penalty: 6093.488281
	Iteration 73Q: 3 clusters Score -2.558686e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212587 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -25586848.000000 Penalty: 6093.488281
	Iteration 74Q: 3 clusters Score -2.558685e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212629 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -25586844.000000 Penalty: 6093.488281
	Iteration 75Q: 3 clusters Score -2.558684e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212660 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -25586852.000000 Penalty: 6093.488281
	Iteration 76Q: 3 clusters Score -2.558685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212690 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -25586842.000000 Penalty: 6093.488281
	Iteration 77Q: 3 clusters Score -2.558684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212721 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -25586848.000000 Penalty: 6093.488281
	Iteration 78Q: 3 clusters Score -2.558685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212753 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -25586824.000000 Penalty: 6093.488281
	Iteration 79Q: 3 clusters Score -2.558682e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212796 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -25586844.000000 Penalty: 6093.488281
	Iteration 80F: 3 clusters Score -2.558684e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212829 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -25586850.000000 Penalty: 6093.488281
	Iteration 81Q: 3 clusters Score -2.558685e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212864 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -25586896.000000 Penalty: 6093.488281
	Iteration 82Q: 3 clusters Score -2.55869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212884 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -25586896.000000 Penalty: 6093.488281
	Iteration 83Q: 3 clusters Score -2.55869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212897 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -25586886.000000 Penalty: 6093.488281
	Iteration 84Q: 3 clusters Score -2.558689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212911 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -25586894.000000 Penalty: 6093.488281
	Iteration 85Q: 3 clusters Score -2.558689e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212926 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -25586886.000000 Penalty: 6093.488281
	Iteration 86Q: 3 clusters Score -2.558689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212938 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -25586884.000000 Penalty: 6093.488281
	Iteration 87Q: 3 clusters Score -2.558688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212955 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -25586910.000000 Penalty: 6093.488281
	Iteration 88Q: 3 clusters Score -2.558691e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212976 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -25586872.000000 Penalty: 6093.488281
	Iteration 89Q: 3 clusters Score -2.558687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212996 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -25586894.000000 Penalty: 6093.488281
	Iteration 90Q: 3 clusters Score -2.558689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213010 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -25586902.000000 Penalty: 6093.488281
	Iteration 91Q: 3 clusters Score -2.55869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213022 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -25586896.000000 Penalty: 6093.488281
	Iteration 92Q: 3 clusters Score -2.55869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213033 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -25586914.000000 Penalty: 6093.488281
	Iteration 93Q: 3 clusters Score -2.558691e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213046 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -25586904.000000 Penalty: 6093.488281
	Iteration 94Q: 3 clusters Score -2.55869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213058 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -25586914.000000 Penalty: 6093.488281
	Iteration 95Q: 3 clusters Score -2.558691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213070 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -25586920.000000 Penalty: 6093.488281
	Iteration 96Q: 3 clusters Score -2.558692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213074 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -25586928.000000 Penalty: 6093.488281
	Iteration 97Q: 3 clusters Score -2.558693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213080 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -25586930.000000 Penalty: 6093.488281
	Iteration 98Q: 3 clusters Score -2.558693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213089 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -25586940.000000 Penalty: 6093.488281
	Iteration 99Q: 3 clusters Score -2.558694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213095 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -25586936.000000 Penalty: 6093.488281
	Iteration 100F: 3 clusters Score -2.558694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213109 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -25586962.000000 Penalty: 6093.488281
	Iteration 101Q: 3 clusters Score -2.558696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213123 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -25586944.000000 Penalty: 6093.488281
	Iteration 102Q: 3 clusters Score -2.558694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213137 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -25586966.000000 Penalty: 6093.488281
	Iteration 103Q: 3 clusters Score -2.558697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213147 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -25586978.000000 Penalty: 6093.488281
	Iteration 104Q: 3 clusters Score -2.558698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213148 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -25586988.000000 Penalty: 6093.488281
	Iteration 105Q: 3 clusters Score -2.558699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213150 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -25586994.000000 Penalty: 6093.488281
	Iteration 106Q: 3 clusters Score -2.558699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213155 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -25586986.000000 Penalty: 6093.488281
	Iteration 107Q: 3 clusters Score -2.558699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213158 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -25586980.000000 Penalty: 6093.488281
	Iteration 108Q: 3 clusters Score -2.558698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213165 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -25587004.000000 Penalty: 6093.488281
	Iteration 109Q: 3 clusters Score -2.5587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213178 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -25586996.000000 Penalty: 6093.488281
	Iteration 110Q: 3 clusters Score -2.5587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213188 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -25587006.000000 Penalty: 6093.488281
	Iteration 111Q: 3 clusters Score -2.558701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213194 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -25586988.000000 Penalty: 6093.488281
	Iteration 112Q: 3 clusters Score -2.558699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213197 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -25586986.000000 Penalty: 6093.488281
	Iteration 113Q: 3 clusters Score -2.558699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213202 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -25586984.000000 Penalty: 6093.488281
	Iteration 114Q: 3 clusters Score -2.558698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213207 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -25586988.000000 Penalty: 6093.488281
	Iteration 115Q: 3 clusters Score -2.558699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213212 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -25586958.000000 Penalty: 6093.488281
	Iteration 116Q: 3 clusters Score -2.558696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213220 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -25586986.000000 Penalty: 6093.488281
	Iteration 117Q: 3 clusters Score -2.558699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213231 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -25586994.000000 Penalty: 6093.488281
	Iteration 118Q: 3 clusters Score -2.558699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213245 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -25586988.000000 Penalty: 6093.488281
	Iteration 119Q: 3 clusters Score -2.558699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213259 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -25586980.000000 Penalty: 6093.488281
	Iteration 120F: 3 clusters Score -2.558698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213271 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -25586988.000000 Penalty: 6093.488281
	Iteration 121Q: 3 clusters Score -2.558699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213280 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -25587012.000000 Penalty: 6093.488281
	Iteration 122Q: 3 clusters Score -2.558701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213291 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -25586996.000000 Penalty: 6093.488281
	Iteration 123Q: 3 clusters Score -2.5587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213305 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -25586990.000000 Penalty: 6093.488281
	Iteration 124Q: 3 clusters Score -2.558699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213313 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -25586968.000000 Penalty: 6093.488281
	Iteration 125Q: 3 clusters Score -2.558697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213315 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -25586986.000000 Penalty: 6093.488281
	Iteration 126Q: 3 clusters Score -2.558699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213317 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -25586990.000000 Penalty: 6093.488281
	Iteration 127Q: 3 clusters Score -2.558699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213323 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -25586992.000000 Penalty: 6093.488281
	Iteration 128Q: 3 clusters Score -2.558699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213327 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -25586986.000000 Penalty: 6093.488281
	Iteration 129Q: 3 clusters Score -2.558699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213330 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -25586986.000000 Penalty: 6093.488281
	Iteration 130Q: 3 clusters Score -2.558699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213333 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -25587000.000000 Penalty: 6093.488281
	Iteration 131Q: 3 clusters Score -2.5587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213336 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -25587002.000000 Penalty: 6093.488281
	Iteration 132Q: 3 clusters Score -2.5587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213337 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -25586994.000000 Penalty: 6093.488281
	Iteration 133Q: 3 clusters Score -2.558699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213338 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -25586992.000000 Penalty: 6093.488281
	Iteration 134Q: 3 clusters Score -2.558699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213338 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -25586992.000000 Penalty: 6093.488281
	Iteration 135F: 3 clusters Score -2.558699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Entering Unmasked Estep 
Score: -2879788.750000 Penalty: 2499.996094
	Iteration 0F: 2 clusters Score -2879789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2863264.750000 Penalty: 4999.992188
	Iteration 0F: 3 clusters Score -2863265 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2868856.500000 Penalty: 4999.992188
	Iteration 1F: 3 clusters Score -2868856 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2869223.000000 Penalty: 4999.992188
	Iteration 2Q: 3 clusters Score -2869223 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2869543.250000 Penalty: 4999.992188
	Iteration 3Q: 3 clusters Score -2869543 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2869828.000000 Penalty: 4999.992188
	Iteration 4Q: 3 clusters Score -2869828 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2870092.750000 Penalty: 4999.992188
	Iteration 5Q: 3 clusters Score -2870093 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2870377.000000 Penalty: 4999.992188
	Iteration 6Q: 3 clusters Score -2870377 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2870707.750000 Penalty: 4999.992188
	Iteration 7Q: 3 clusters Score -2870708 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2871149.250000 Penalty: 4999.992188
	Iteration 8Q: 3 clusters Score -2871149 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2871685.500000 Penalty: 4999.992188
	Iteration 9Q: 3 clusters Score -2871686 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2872382.750000 Penalty: 4999.992188
	Iteration 10Q: 3 clusters Score -2872383 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2873169.000000 Penalty: 4999.992188
	Iteration 11F: 3 clusters Score -2873169 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2874138.000000 Penalty: 4999.992188
	Iteration 12F: 3 clusters Score -2874138 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2875035.250000 Penalty: 4999.992188
	Iteration 13Q: 3 clusters Score -2875035 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2875603.500000 Penalty: 4999.992188
	Iteration 14Q: 3 clusters Score -2875604 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2875970.250000 Penalty: 4999.992188
	Iteration 15Q: 3 clusters Score -2875970 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2876214.250000 Penalty: 4999.992188
	Iteration 16Q: 3 clusters Score -2876214 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2876351.750000 Penalty: 4999.992188
	Iteration 17Q: 3 clusters Score -2876352 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2876430.250000 Penalty: 4999.992188
	Iteration 18Q: 3 clusters Score -2876430 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2876515.500000 Penalty: 4999.992188
	Iteration 19Q: 3 clusters Score -2876516 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2876572.500000 Penalty: 4999.992188
	Iteration 20F: 3 clusters Score -2876572 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2876626.500000 Penalty: 4999.992188
	Iteration 21Q: 3 clusters Score -2876626 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2876677.000000 Penalty: 4999.992188
	Iteration 22Q: 3 clusters Score -2876677 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2876716.000000 Penalty: 4999.992188
	Iteration 23Q: 3 clusters Score -2876716 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2876766.000000 Penalty: 4999.992188
	Iteration 24Q: 3 clusters Score -2876766 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2876820.250000 Penalty: 4999.992188
	Iteration 25Q: 3 clusters Score -2876820 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2876859.500000 Penalty: 4999.992188
	Iteration 26Q: 3 clusters Score -2876860 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2876885.750000 Penalty: 4999.992188
	Iteration 27Q: 3 clusters Score -2876886 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2876916.750000 Penalty: 4999.992188
	Iteration 28Q: 3 clusters Score -2876917 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2876945.000000 Penalty: 4999.992188
	Iteration 29Q: 3 clusters Score -2876945 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2876970.750000 Penalty: 4999.992188
	Iteration 30Q: 3 clusters Score -2876971 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2877006.000000 Penalty: 4999.992188
	Iteration 31Q: 3 clusters Score -2877006 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2877033.750000 Penalty: 4999.992188
	Iteration 32Q: 3 clusters Score -2877034 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2877065.000000 Penalty: 4999.992188
	Iteration 33Q: 3 clusters Score -2877065 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2877081.000000 Penalty: 4999.992188
	Iteration 34Q: 3 clusters Score -2877081 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2877102.750000 Penalty: 4999.992188
	Iteration 35Q: 3 clusters Score -2877103 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2877118.500000 Penalty: 4999.992188
	Iteration 36Q: 3 clusters Score -2877118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2877135.250000 Penalty: 4999.992188
	Iteration 37Q: 3 clusters Score -2877135 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2877154.750000 Penalty: 4999.992188
	Iteration 38Q: 3 clusters Score -2877155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2877173.000000 Penalty: 4999.992188
	Iteration 39Q: 3 clusters Score -2877173 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2877189.500000 Penalty: 4999.992188
	Iteration 40F: 3 clusters Score -2877190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2877212.000000 Penalty: 4999.992188
	Iteration 41Q: 3 clusters Score -2877212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2877229.750000 Penalty: 4999.992188
	Iteration 42Q: 3 clusters Score -2877230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2877231.500000 Penalty: 4999.992188
	Iteration 43Q: 3 clusters Score -2877232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2877247.500000 Penalty: 4999.992188
	Iteration 44Q: 3 clusters Score -2877248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2877250.750000 Penalty: 4999.992188
	Iteration 45Q: 3 clusters Score -2877251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2877268.750000 Penalty: 4999.992188
	Iteration 46Q: 3 clusters Score -2877269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2877273.000000 Penalty: 4999.992188
	Iteration 47Q: 3 clusters Score -2877273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2877273.500000 Penalty: 4999.992188
	Iteration 48Q: 3 clusters Score -2877274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2877287.500000 Penalty: 4999.992188
	Iteration 49Q: 3 clusters Score -2877288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2877288.750000 Penalty: 4999.992188
	Iteration 50Q: 3 clusters Score -2877289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -2877296.500000 Penalty: 4999.992188
	Iteration 51Q: 3 clusters Score -2877296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2877301.250000 Penalty: 4999.992188
	Iteration 52Q: 3 clusters Score -2877301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2877302.250000 Penalty: 4999.992188
	Iteration 53Q: 3 clusters Score -2877302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2877304.000000 Penalty: 4999.992188
	Iteration 54Q: 3 clusters Score -2877304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2877301.000000 Penalty: 4999.992188
	Iteration 55Q: 3 clusters Score -2877301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2877309.750000 Penalty: 4999.992188
	Iteration 56Q: 3 clusters Score -2877310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2877312.000000 Penalty: 4999.992188
	Iteration 57Q: 3 clusters Score -2877312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2877315.250000 Penalty: 4999.992188
	Iteration 58Q: 3 clusters Score -2877315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2877318.250000 Penalty: 4999.992188
	Iteration 59Q: 3 clusters Score -2877318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2877320.500000 Penalty: 4999.992188
	Iteration 60F: 3 clusters Score -2877320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2877322.500000 Penalty: 4999.992188
	Iteration 61Q: 3 clusters Score -2877322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2877331.250000 Penalty: 4999.992188
	Iteration 62Q: 3 clusters Score -2877331 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2877350.500000 Penalty: 4999.992188
	Iteration 63Q: 3 clusters Score -2877350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2877359.000000 Penalty: 4999.992188
	Iteration 64Q: 3 clusters Score -2877359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2877364.500000 Penalty: 4999.992188
	Iteration 65Q: 3 clusters Score -2877364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2877376.500000 Penalty: 4999.992188
	Iteration 66Q: 3 clusters Score -2877376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2877377.750000 Penalty: 4999.992188
	Iteration 67Q: 3 clusters Score -2877378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2877381.500000 Penalty: 4999.992188
	Iteration 68Q: 3 clusters Score -2877382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2877381.000000 Penalty: 4999.992188
	Iteration 69Q: 3 clusters Score -2877381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2877392.500000 Penalty: 4999.992188
	Iteration 70Q: 3 clusters Score -2877392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2877402.750000 Penalty: 4999.992188
	Iteration 71Q: 3 clusters Score -2877403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2877402.000000 Penalty: 4999.992188
	Iteration 72Q: 3 clusters Score -2877402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2877402.750000 Penalty: 4999.992188
	Iteration 73Q: 3 clusters Score -2877403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2877405.000000 Penalty: 4999.992188
	Iteration 74Q: 3 clusters Score -2877405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2877407.250000 Penalty: 4999.992188
	Iteration 75Q: 3 clusters Score -2877407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2877413.000000 Penalty: 4999.992188
	Iteration 76Q: 3 clusters Score -2877413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2877419.500000 Penalty: 4999.992188
	Iteration 77Q: 3 clusters Score -2877420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2877427.000000 Penalty: 4999.992188
	Iteration 78Q: 3 clusters Score -2877427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2877425.000000 Penalty: 4999.992188
	Iteration 79Q: 3 clusters Score -2877425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2877425.500000 Penalty: 4999.992188
	Iteration 80F: 3 clusters Score -2877426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2877432.000000 Penalty: 4999.992188
	Iteration 81Q: 3 clusters Score -2877432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2877430.500000 Penalty: 4999.992188
	Iteration 82Q: 3 clusters Score -2877430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2877432.500000 Penalty: 4999.992188
	Iteration 83Q: 3 clusters Score -2877432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2877435.250000 Penalty: 4999.992188
	Iteration 84Q: 3 clusters Score -2877435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2877436.000000 Penalty: 4999.992188
	Iteration 85Q: 3 clusters Score -2877436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2877439.000000 Penalty: 4999.992188
	Iteration 86Q: 3 clusters Score -2877439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2877440.000000 Penalty: 4999.992188
	Iteration 87Q: 3 clusters Score -2877440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2877439.500000 Penalty: 4999.992188
	Iteration 88Q: 3 clusters Score -2877440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2877446.500000 Penalty: 4999.992188
	Iteration 89Q: 3 clusters Score -2877446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2877449.000000 Penalty: 4999.992188
	Iteration 90Q: 3 clusters Score -2877449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2877453.250000 Penalty: 4999.992188
	Iteration 91Q: 3 clusters Score -2877453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2877457.250000 Penalty: 4999.992188
	Iteration 92Q: 3 clusters Score -2877457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2877455.500000 Penalty: 4999.992188
	Iteration 93Q: 3 clusters Score -2877456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2877455.500000 Penalty: 4999.992188
	Iteration 94Q: 3 clusters Score -2877456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2877470.750000 Penalty: 4999.992188
	Iteration 95Q: 3 clusters Score -2877471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2877479.750000 Penalty: 4999.992188
	Iteration 96Q: 3 clusters Score -2877480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -2877479.750000 Penalty: 4999.992188
	Iteration 97Q: 3 clusters Score -2877480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -2877493.750000 Penalty: 4999.992188
	Iteration 98Q: 3 clusters Score -2877494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -2877494.250000 Penalty: 4999.992188
	Iteration 99Q: 3 clusters Score -2877494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2877490.000000 Penalty: 4999.992188
	Iteration 100F: 3 clusters Score -2877490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2877494.250000 Penalty: 4999.992188
	Iteration 101Q: 3 clusters Score -2877494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2877494.000000 Penalty: 4999.992188
	Iteration 102Q: 3 clusters Score -2877494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -2877494.750000 Penalty: 4999.992188
	Iteration 103Q: 3 clusters Score -2877495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2877491.250000 Penalty: 4999.992188
	Iteration 104Q: 3 clusters Score -2877491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2877491.250000 Penalty: 4999.992188
	Iteration 105F: 3 clusters Score -2877491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Entering Unmasked Estep 
Score: -812783.625000 Penalty: 2192.715088
	Iteration 0F: 2 clusters Score -812783.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -807020.875000 Penalty: 4385.430176
	Iteration 0F: 3 clusters Score -807020.9 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -808509.875000 Penalty: 4385.430176
	Iteration 1F: 3 clusters Score -808509.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -808794.812500 Penalty: 4385.430176
	Iteration 2F: 3 clusters Score -808794.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -809011.375000 Penalty: 4385.430176
	Iteration 3F: 3 clusters Score -809011.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -809195.750000 Penalty: 4385.430176
	Iteration 4Q: 3 clusters Score -809195.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -809353.375000 Penalty: 4385.430176
	Iteration 5Q: 3 clusters Score -809353.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -809518.937500 Penalty: 4385.430176
	Iteration 6Q: 3 clusters Score -809518.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -809717.125000 Penalty: 4385.430176
	Iteration 7Q: 3 clusters Score -809717.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -809897.562500 Penalty: 4385.430176
	Iteration 8Q: 3 clusters Score -809897.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -810093.375000 Penalty: 4385.430176
	Iteration 9Q: 3 clusters Score -810093.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -810282.750000 Penalty: 4385.430176
	Iteration 10Q: 3 clusters Score -810282.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -810433.625000 Penalty: 4385.430176
	Iteration 11Q: 3 clusters Score -810433.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -810548.125000 Penalty: 4385.430176
	Iteration 12Q: 3 clusters Score -810548.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -810626.437500 Penalty: 4385.430176
	Iteration 13Q: 3 clusters Score -810626.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -810674.812500 Penalty: 4385.430176
	Iteration 14Q: 3 clusters Score -810674.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -810706.437500 Penalty: 4385.430176
	Iteration 15Q: 3 clusters Score -810706.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -810735.125000 Penalty: 4385.430176
	Iteration 16Q: 3 clusters Score -810735.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -810751.062500 Penalty: 4385.430176
	Iteration 17Q: 3 clusters Score -810751.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -810770.812500 Penalty: 4385.430176
	Iteration 18Q: 3 clusters Score -810770.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -810785.812500 Penalty: 4385.430176
	Iteration 19Q: 3 clusters Score -810785.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -810792.562500 Penalty: 4385.430176
	Iteration 20F: 3 clusters Score -810792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -810796.125000 Penalty: 4385.430176
	Iteration 21Q: 3 clusters Score -810796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -810798.062500 Penalty: 4385.430176
	Iteration 22Q: 3 clusters Score -810798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -810801.937500 Penalty: 4385.430176
	Iteration 23Q: 3 clusters Score -810801.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -810804.875000 Penalty: 4385.430176
	Iteration 24Q: 3 clusters Score -810804.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -810807.937500 Penalty: 4385.430176
	Iteration 25Q: 3 clusters Score -810807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -810808.812500 Penalty: 4385.430176
	Iteration 26Q: 3 clusters Score -810808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -810808.812500 Penalty: 4385.430176
	Iteration 27F: 3 clusters Score -810808.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Entering Unmasked Estep 
Score: -2349231.000000 Penalty: 2456.411865
	Iteration 0F: 2 clusters Score -2349231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2335151.250000 Penalty: 4912.823730
	Iteration 0F: 3 clusters Score -2335151 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2339965.500000 Penalty: 4912.823730
	Iteration 1F: 3 clusters Score -2339966 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2340444.250000 Penalty: 4912.823730
	Iteration 2F: 3 clusters Score -2340444 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2340878.000000 Penalty: 4912.823730
	Iteration 3F: 3 clusters Score -2340878 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2341301.500000 Penalty: 4912.823730
	Iteration 4Q: 3 clusters Score -2341302 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2341767.500000 Penalty: 4912.823730
	Iteration 5Q: 3 clusters Score -2341768 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2342324.250000 Penalty: 4912.823730
	Iteration 6Q: 3 clusters Score -2342324 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2342983.750000 Penalty: 4912.823730
	Iteration 7Q: 3 clusters Score -2342984 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2343752.000000 Penalty: 4912.823730
	Iteration 8Q: 3 clusters Score -2343752 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2344592.000000 Penalty: 4912.823730
	Iteration 9Q: 3 clusters Score -2344592 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2345525.500000 Penalty: 4912.823730
	Iteration 10Q: 3 clusters Score -2345526 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2346234.500000 Penalty: 4912.823730
	Iteration 11Q: 3 clusters Score -2346234 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2346769.500000 Penalty: 4912.823730
	Iteration 12Q: 3 clusters Score -2346770 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2347062.500000 Penalty: 4912.823730
	Iteration 13Q: 3 clusters Score -2347062 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2347216.750000 Penalty: 4912.823730
	Iteration 14Q: 3 clusters Score -2347217 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2347322.500000 Penalty: 4912.823730
	Iteration 15Q: 3 clusters Score -2347322 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2347374.000000 Penalty: 4912.823730
	Iteration 16Q: 3 clusters Score -2347374 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2347422.750000 Penalty: 4912.823730
	Iteration 17Q: 3 clusters Score -2347423 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2347475.000000 Penalty: 4912.823730
	Iteration 18Q: 3 clusters Score -2347475 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2347516.750000 Penalty: 4912.823730
	Iteration 19Q: 3 clusters Score -2347517 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2347558.500000 Penalty: 4912.823730
	Iteration 20F: 3 clusters Score -2347558 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2347600.000000 Penalty: 4912.823730
	Iteration 21Q: 3 clusters Score -2347600 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2347643.250000 Penalty: 4912.823730
	Iteration 22Q: 3 clusters Score -2347643 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2347680.000000 Penalty: 4912.823730
	Iteration 23Q: 3 clusters Score -2347680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2347702.750000 Penalty: 4912.823730
	Iteration 24Q: 3 clusters Score -2347703 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2347736.750000 Penalty: 4912.823730
	Iteration 25Q: 3 clusters Score -2347737 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2347771 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2347817 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2347850 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2347884 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2347926 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2347972 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2348001 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2348038 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2348063 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2348135 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2348151 nChanged 111
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Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2348180 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2348206 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2348298 nChanged 146
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Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2348332 nChanged 148
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Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2348428 nChanged 106
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Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2348480 nChanged 102
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Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2348502 nChanged 85
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Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2348513 nChanged 87
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Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2348562 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2348579 nChanged 77
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Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2348594 nChanged 67
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Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2348598 nChanged 72
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Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2348610 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2348612 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2348623 nChanged 53
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Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2348636 nChanged 55
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Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2348651 nChanged 45
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Mstep: Class 1 contains 10634 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2348655 nChanged 45
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Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2348658 nChanged 44
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Mstep: Class 1 contains 10723 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2348669 nChanged 43
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Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2348675 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2348677 nChanged 52
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Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2348692 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2348702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2348711 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2348715 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2348718 nChanged 32
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Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2348712 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2348726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2348728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2348732 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2348743 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2348739 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2348739 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2348743 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2348748.500000 Penalty: 4912.823730
	Iteration 80F: 3 clusters Score -2348748 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2348747 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11309 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2348748 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11314 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2348751 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2348749 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2348751 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11340 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2348754 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2348756 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2348754 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2348752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2348750 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2348754 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2348751 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2348752 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11405 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2348755 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2348762 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11417 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2348761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2348766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2348766 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2348763 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2348764 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11444 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2348763 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11452 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2348767 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11458 members 
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	Iteration 103Q: 3 clusters Score -2348766 nChanged 3
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	Iteration 104Q: 3 clusters Score -2348763 nChanged 5
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	Iteration 105Q: 3 clusters Score -2348760 nChanged 4
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	Iteration 106Q: 3 clusters Score -2348758 nChanged 4
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Mstep: Class 1 contains 11474 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2348759 nChanged 4
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	Iteration 108Q: 3 clusters Score -2348761 nChanged 4
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Mstep: Class 1 contains 11482 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2348762 nChanged 5
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Mstep: Class 1 contains 11487 members 
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	Iteration 110Q: 3 clusters Score -2348765 nChanged 7
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Mstep: Class 1 contains 11494 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2348762 nChanged 10
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Mstep: Class 1 contains 11504 members 
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	Iteration 112Q: 3 clusters Score -2348762 nChanged 10
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2348760 nChanged 8
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Mstep: Class 1 contains 11522 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2348760 nChanged 9
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2348764 nChanged 8
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Mstep: Class 1 contains 11539 members 
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	Iteration 116Q: 3 clusters Score -2348765 nChanged 6
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	Iteration 117Q: 3 clusters Score -2348767 nChanged 4
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2348763 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2348764.000000 Penalty: 4912.823730
	Iteration 119Q: 3 clusters Score -2348764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2348764.750000 Penalty: 4912.823730
	Iteration 120F: 3 clusters Score -2348765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2348765.500000 Penalty: 4912.823730
	Iteration 121Q: 3 clusters Score -2348766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2348765.500000 Penalty: 4912.823730
	Iteration 122F: 3 clusters Score -2348766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Entering Unmasked Estep 
Score: -842313.812500 Penalty: 2201.071289
	Iteration 0F: 2 clusters Score -842313.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -836466.625000 Penalty: 4402.142578
	Iteration 0F: 3 clusters Score -836466.6 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -838035.500000 Penalty: 4402.142578
	Iteration 1F: 3 clusters Score -838035.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -838293.187500 Penalty: 4402.142578
	Iteration 2F: 3 clusters Score -838293.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -838454.875000 Penalty: 4402.142578
	Iteration 3Q: 3 clusters Score -838454.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -838590.687500 Penalty: 4402.142578
	Iteration 4Q: 3 clusters Score -838590.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -838718.562500 Penalty: 4402.142578
	Iteration 5Q: 3 clusters Score -838718.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -838856.875000 Penalty: 4402.142578
	Iteration 6Q: 3 clusters Score -838856.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -839024.687500 Penalty: 4402.142578
	Iteration 7Q: 3 clusters Score -839024.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -839201.812500 Penalty: 4402.142578
	Iteration 8Q: 3 clusters Score -839201.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -839378.312500 Penalty: 4402.142578
	Iteration 9Q: 3 clusters Score -839378.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -839534.687500 Penalty: 4402.142578
	Iteration 10Q: 3 clusters Score -839534.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -839697.500000 Penalty: 4402.142578
	Iteration 11Q: 3 clusters Score -839697.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -839860.062500 Penalty: 4402.142578
	Iteration 12Q: 3 clusters Score -839860.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -840000.125000 Penalty: 4402.142578
	Iteration 13Q: 3 clusters Score -840000.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -840103.000000 Penalty: 4402.142578
	Iteration 14Q: 3 clusters Score -840103 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -840190.125000 Penalty: 4402.142578
	Iteration 15Q: 3 clusters Score -840190.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -840263.687500 Penalty: 4402.142578
	Iteration 16Q: 3 clusters Score -840263.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -840327.000000 Penalty: 4402.142578
	Iteration 17Q: 3 clusters Score -840327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -840369.875000 Penalty: 4402.142578
	Iteration 18Q: 3 clusters Score -840369.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -840404.625000 Penalty: 4402.142578
	Iteration 19Q: 3 clusters Score -840404.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -840430.562500 Penalty: 4402.142578
	Iteration 20F: 3 clusters Score -840430.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -840442.562500 Penalty: 4402.142578
	Iteration 21Q: 3 clusters Score -840442.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -840454.812500 Penalty: 4402.142578
	Iteration 22Q: 3 clusters Score -840454.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -840463.250000 Penalty: 4402.142578
	Iteration 23Q: 3 clusters Score -840463.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -840468.562500 Penalty: 4402.142578
	Iteration 24Q: 3 clusters Score -840468.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -840474.562500 Penalty: 4402.142578
	Iteration 25Q: 3 clusters Score -840474.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -840481.312500 Penalty: 4402.142578
	Iteration 26Q: 3 clusters Score -840481.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -840491.625000 Penalty: 4402.142578
	Iteration 27Q: 3 clusters Score -840491.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -840501.875000 Penalty: 4402.142578
	Iteration 28Q: 3 clusters Score -840501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -840510.750000 Penalty: 4402.142578
	Iteration 29Q: 3 clusters Score -840510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -840514.937500 Penalty: 4402.142578
	Iteration 30Q: 3 clusters Score -840514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -840517.125000 Penalty: 4402.142578
	Iteration 31Q: 3 clusters Score -840517.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -840518.000000 Penalty: 4402.142578
	Iteration 32Q: 3 clusters Score -840518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -840518.125000 Penalty: 4402.142578
	Iteration 33Q: 3 clusters Score -840518.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -840521.437500 Penalty: 4402.142578
	Iteration 34Q: 3 clusters Score -840521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -840522.875000 Penalty: 4402.142578
	Iteration 35Q: 3 clusters Score -840522.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -840525.687500 Penalty: 4402.142578
	Iteration 36Q: 3 clusters Score -840525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -840526.062500 Penalty: 4402.142578
	Iteration 37Q: 3 clusters Score -840526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -840528.625000 Penalty: 4402.142578
	Iteration 38Q: 3 clusters Score -840528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -840529.562500 Penalty: 4402.142578
	Iteration 39Q: 3 clusters Score -840529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -840529.625000 Penalty: 4402.142578
	Iteration 40F: 3 clusters Score -840529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -840532.562500 Penalty: 4402.142578
	Iteration 41Q: 3 clusters Score -840532.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -840532.687500 Penalty: 4402.142578
	Iteration 42Q: 3 clusters Score -840532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -840534.687500 Penalty: 4402.142578
	Iteration 43Q: 3 clusters Score -840534.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -840534.687500 Penalty: 4402.142578
	Iteration 44F: 3 clusters Score -840534.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Entering Unmasked Estep 
Score: -3828695.250000 Penalty: 2574.055664
	Iteration 0F: 2 clusters Score -3828695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3806749.000000 Penalty: 5148.111328
	Iteration 0F: 3 clusters Score -3806749 nChanged 14501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3814680.750000 Penalty: 5148.111328
	Iteration 1F: 3 clusters Score -3814681 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3815150.750000 Penalty: 5148.111328
	Iteration 2Q: 3 clusters Score -3815151 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3815631.750000 Penalty: 5148.111328
	Iteration 3Q: 3 clusters Score -3815632 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3816222.750000 Penalty: 5148.111328
	Iteration 4Q: 3 clusters Score -3816223 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3816921.250000 Penalty: 5148.111328
	Iteration 5Q: 3 clusters Score -3816921 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3817944.750000 Penalty: 5148.111328
	Iteration 6F: 3 clusters Score -3817945 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3819364.250000 Penalty: 5148.111328
	Iteration 7F: 3 clusters Score -3819364 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3821021.000000 Penalty: 5148.111328
	Iteration 8F: 3 clusters Score -3821021 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3822565.000000 Penalty: 5148.111328
	Iteration 9F: 3 clusters Score -3822565 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -3823734.750000 Penalty: 5148.111328
	Iteration 10Q: 3 clusters Score -3823735 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3824518.750000 Penalty: 5148.111328
	Iteration 11Q: 3 clusters Score -3824519 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3824988.250000 Penalty: 5148.111328
	Iteration 12Q: 3 clusters Score -3824988 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3825245.500000 Penalty: 5148.111328
	Iteration 13Q: 3 clusters Score -3825246 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3825421.500000 Penalty: 5148.111328
	Iteration 14Q: 3 clusters Score -3825422 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3825580.250000 Penalty: 5148.111328
	Iteration 15Q: 3 clusters Score -3825580 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3825702.500000 Penalty: 5148.111328
	Iteration 16Q: 3 clusters Score -3825702 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3825818.500000 Penalty: 5148.111328
	Iteration 17Q: 3 clusters Score -3825818 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3825912.750000 Penalty: 5148.111328
	Iteration 18Q: 3 clusters Score -3825913 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3825993.500000 Penalty: 5148.111328
	Iteration 19Q: 3 clusters Score -3825994 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3826091.000000 Penalty: 5148.111328
	Iteration 20F: 3 clusters Score -3826091 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3826166.250000 Penalty: 5148.111328
	Iteration 21Q: 3 clusters Score -3826166 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3826236.750000 Penalty: 5148.111328
	Iteration 22Q: 3 clusters Score -3826237 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3826273.250000 Penalty: 5148.111328
	Iteration 23Q: 3 clusters Score -3826273 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3826315.500000 Penalty: 5148.111328
	Iteration 24Q: 3 clusters Score -3826316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3826346.250000 Penalty: 5148.111328
	Iteration 25Q: 3 clusters Score -3826346 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3826373.000000 Penalty: 5148.111328
	Iteration 26Q: 3 clusters Score -3826373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3826395.500000 Penalty: 5148.111328
	Iteration 27Q: 3 clusters Score -3826396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3826420.000000 Penalty: 5148.111328
	Iteration 28Q: 3 clusters Score -3826420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3826442.500000 Penalty: 5148.111328
	Iteration 29Q: 3 clusters Score -3826442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3826455.250000 Penalty: 5148.111328
	Iteration 30Q: 3 clusters Score -3826455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3826460.250000 Penalty: 5148.111328
	Iteration 31Q: 3 clusters Score -3826460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3826470.000000 Penalty: 5148.111328
	Iteration 32Q: 3 clusters Score -3826470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3826488.250000 Penalty: 5148.111328
	Iteration 33Q: 3 clusters Score -3826488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3826489.500000 Penalty: 5148.111328
	Iteration 34Q: 3 clusters Score -3826490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3826494.500000 Penalty: 5148.111328
	Iteration 35Q: 3 clusters Score -3826494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3826509.500000 Penalty: 5148.111328
	Iteration 36Q: 3 clusters Score -3826510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3826528.000000 Penalty: 5148.111328
	Iteration 37Q: 3 clusters Score -3826528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3826529.000000 Penalty: 5148.111328
	Iteration 38Q: 3 clusters Score -3826529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3826534.750000 Penalty: 5148.111328
	Iteration 39Q: 3 clusters Score -3826535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3826537.500000 Penalty: 5148.111328
	Iteration 40F: 3 clusters Score -3826538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3826548.500000 Penalty: 5148.111328
	Iteration 41Q: 3 clusters Score -3826548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3826550.750000 Penalty: 5148.111328
	Iteration 42Q: 3 clusters Score -3826551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3826550.750000 Penalty: 5148.111328
	Iteration 43Q: 3 clusters Score -3826551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3826551.500000 Penalty: 5148.111328
	Iteration 44Q: 3 clusters Score -3826552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3826551.250000 Penalty: 5148.111328
	Iteration 45Q: 3 clusters Score -3826551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3826552.500000 Penalty: 5148.111328
	Iteration 46Q: 3 clusters Score -3826552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3826553.000000 Penalty: 5148.111328
	Iteration 47Q: 3 clusters Score -3826553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3826551.750000 Penalty: 5148.111328
	Iteration 48Q: 3 clusters Score -3826552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3826555.250000 Penalty: 5148.111328
	Iteration 49Q: 3 clusters Score -3826555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3826557.000000 Penalty: 5148.111328
	Iteration 50Q: 3 clusters Score -3826557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3826557.000000 Penalty: 5148.111328
	Iteration 51F: 3 clusters Score -3826557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Entering Unmasked Estep 
Score: -1619909.875000 Penalty: 2366.793457
	Iteration 0F: 2 clusters Score -1619910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1609727.750000 Penalty: 4733.586914
	Iteration 0F: 3 clusters Score -1609728 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1612930.625000 Penalty: 4733.586914
	Iteration 1F: 3 clusters Score -1612931 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1613375.875000 Penalty: 4733.586914
	Iteration 2F: 3 clusters Score -1613376 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1613832.875000 Penalty: 4733.586914
	Iteration 3F: 3 clusters Score -1613833 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1614287.875000 Penalty: 4733.586914
	Iteration 4F: 3 clusters Score -1614288 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1614680.375000 Penalty: 4733.586914
	Iteration 5F: 3 clusters Score -1614680 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1614988.125000 Penalty: 4733.586914
	Iteration 6Q: 3 clusters Score -1614988 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1615215.000000 Penalty: 4733.586914
	Iteration 7Q: 3 clusters Score -1615215 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1615426.875000 Penalty: 4733.586914
	Iteration 8Q: 3 clusters Score -1615427 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1615610.500000 Penalty: 4733.586914
	Iteration 9Q: 3 clusters Score -1615610 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1615805.125000 Penalty: 4733.586914
	Iteration 10Q: 3 clusters Score -1615805 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1616025.750000 Penalty: 4733.586914
	Iteration 11Q: 3 clusters Score -1616026 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1616280.625000 Penalty: 4733.586914
	Iteration 12Q: 3 clusters Score -1616281 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1616545.000000 Penalty: 4733.586914
	Iteration 13Q: 3 clusters Score -1616545 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1616755.000000 Penalty: 4733.586914
	Iteration 14Q: 3 clusters Score -1616755 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1616922.750000 Penalty: 4733.586914
	Iteration 15Q: 3 clusters Score -1616923 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1617039.750000 Penalty: 4733.586914
	Iteration 16Q: 3 clusters Score -1617040 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1617151.750000 Penalty: 4733.586914
	Iteration 17Q: 3 clusters Score -1617152 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1617245.750000 Penalty: 4733.586914
	Iteration 18Q: 3 clusters Score -1617246 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1617328.500000 Penalty: 4733.586914
	Iteration 19Q: 3 clusters Score -1617328 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1617408.125000 Penalty: 4733.586914
	Iteration 20F: 3 clusters Score -1617408 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1617466.875000 Penalty: 4733.586914
	Iteration 21Q: 3 clusters Score -1617467 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1617519.625000 Penalty: 4733.586914
	Iteration 22Q: 3 clusters Score -1617520 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1617559.750000 Penalty: 4733.586914
	Iteration 23Q: 3 clusters Score -1617560 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1617581.125000 Penalty: 4733.586914
	Iteration 24Q: 3 clusters Score -1617581 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1617600.375000 Penalty: 4733.586914
	Iteration 25Q: 3 clusters Score -1617600 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1617612.500000 Penalty: 4733.586914
	Iteration 26Q: 3 clusters Score -1617612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1617622.125000 Penalty: 4733.586914
	Iteration 27Q: 3 clusters Score -1617622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1617627.625000 Penalty: 4733.586914
	Iteration 28Q: 3 clusters Score -1617628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1617625.500000 Penalty: 4733.586914
	Iteration 29Q: 3 clusters Score -1617626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1617632.750000 Penalty: 4733.586914
	Iteration 30Q: 3 clusters Score -1617633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1617639.250000 Penalty: 4733.586914
	Iteration 31Q: 3 clusters Score -1617639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1617644.750000 Penalty: 4733.586914
	Iteration 32Q: 3 clusters Score -1617645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1617646.125000 Penalty: 4733.586914
	Iteration 33Q: 3 clusters Score -1617646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1617648.750000 Penalty: 4733.586914
	Iteration 34Q: 3 clusters Score -1617649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1617651.375000 Penalty: 4733.586914
	Iteration 35Q: 3 clusters Score -1617651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1617652.125000 Penalty: 4733.586914
	Iteration 36Q: 3 clusters Score -1617652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1617661.250000 Penalty: 4733.586914
	Iteration 37Q: 3 clusters Score -1617661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1617662.500000 Penalty: 4733.586914
	Iteration 38Q: 3 clusters Score -1617662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1617661.750000 Penalty: 4733.586914
	Iteration 39Q: 3 clusters Score -1617662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1617663.000000 Penalty: 4733.586914
	Iteration 40F: 3 clusters Score -1617663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1617665.750000 Penalty: 4733.586914
	Iteration 41Q: 3 clusters Score -1617666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1617666.875000 Penalty: 4733.586914
	Iteration 42Q: 3 clusters Score -1617667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1617668.625000 Penalty: 4733.586914
	Iteration 43Q: 3 clusters Score -1617669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1617667.875000 Penalty: 4733.586914
	Iteration 44Q: 3 clusters Score -1617668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1617669.250000 Penalty: 4733.586914
	Iteration 45Q: 3 clusters Score -1617669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1617670.375000 Penalty: 4733.586914
	Iteration 46Q: 3 clusters Score -1617670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1617670.375000 Penalty: 4733.586914
	Iteration 47F: 3 clusters Score -1617670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (143956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143956 members 
Entering Unmasked Estep 
Score: -17177538.000000 Penalty: 2945.561279
	Iteration 0F: 2 clusters Score -1.717754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 71890 members 
Entering Unmasked Estep 
Score: -17081302.000000 Penalty: 5891.122559
	Iteration 0F: 3 clusters Score -1.70813e+07 nChanged 68703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -17121754.000000 Penalty: 5891.122559
	Iteration 1F: 3 clusters Score -1.712175e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -17123410.000000 Penalty: 5891.122559
	Iteration 2Q: 3 clusters Score -1.712341e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -17125846.000000 Penalty: 5891.122559
	Iteration 3Q: 3 clusters Score -1.712585e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88242 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -17129410.000000 Penalty: 5891.122559
	Iteration 4F: 3 clusters Score -1.712941e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95792 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -17134266.000000 Penalty: 5891.122559
	Iteration 5F: 3 clusters Score -1.713427e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105103 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -17141314.000000 Penalty: 5891.122559
	Iteration 6F: 3 clusters Score -1.714131e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115908 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -17150186.000000 Penalty: 5891.122559
	Iteration 7F: 3 clusters Score -1.715019e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126623 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -17159776.000000 Penalty: 5891.122559
	Iteration 8F: 3 clusters Score -1.715978e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134873 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -17167460.000000 Penalty: 5891.122559
	Iteration 9F: 3 clusters Score -1.716746e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139722 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -17171798.000000 Penalty: 5891.122559
	Iteration 10Q: 3 clusters Score -1.71718e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142010 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -17173824.000000 Penalty: 5891.122559
	Iteration 11Q: 3 clusters Score -1.717382e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142907 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -17174520.000000 Penalty: 5891.122559
	Iteration 12Q: 3 clusters Score -1.717452e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143236 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -17174716.000000 Penalty: 5891.122559
	Iteration 13Q: 3 clusters Score -1.717472e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143354 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -17174842.000000 Penalty: 5891.122559
	Iteration 14Q: 3 clusters Score -1.717484e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143421 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -17174924.000000 Penalty: 5891.122559
	Iteration 15Q: 3 clusters Score -1.717492e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143455 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -17174968.000000 Penalty: 5891.122559
	Iteration 16Q: 3 clusters Score -1.717497e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143474 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -17174978.000000 Penalty: 5891.122559
	Iteration 17Q: 3 clusters Score -1.717498e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143487 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -17175002.000000 Penalty: 5891.122559
	Iteration 18Q: 3 clusters Score -1.7175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143497 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -17175018.000000 Penalty: 5891.122559
	Iteration 19Q: 3 clusters Score -1.717502e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143509 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -17175040.000000 Penalty: 5891.122559
	Iteration 20F: 3 clusters Score -1.717504e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143516 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -17175056.000000 Penalty: 5891.122559
	Iteration 21Q: 3 clusters Score -1.717506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143520 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -17175058.000000 Penalty: 5891.122559
	Iteration 22Q: 3 clusters Score -1.717506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143524 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -17175058.000000 Penalty: 5891.122559
	Iteration 23Q: 3 clusters Score -1.717506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143527 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -17175068.000000 Penalty: 5891.122559
	Iteration 24Q: 3 clusters Score -1.717507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143527 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -17175072.000000 Penalty: 5891.122559
	Iteration 25Q: 3 clusters Score -1.717507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143528 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -17175064.000000 Penalty: 5891.122559
	Iteration 26Q: 3 clusters Score -1.717506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143528 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -17175062.000000 Penalty: 5891.122559
	Iteration 27Q: 3 clusters Score -1.717506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143528 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -17175062.000000 Penalty: 5891.122559
	Iteration 28F: 3 clusters Score -1.717506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Entering Unmasked Estep 
Score: -662480.062500 Penalty: 2163.078613
	Iteration 0F: 2 clusters Score -662480.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -657271.125000 Penalty: 4326.157227
	Iteration 0F: 3 clusters Score -657271.1 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -658764.750000 Penalty: 4326.157227
	Iteration 1F: 3 clusters Score -658764.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -659211.000000 Penalty: 4326.157227
	Iteration 2F: 3 clusters Score -659211 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -659606.250000 Penalty: 4326.157227
	Iteration 3F: 3 clusters Score -659606.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -659919.125000 Penalty: 4326.157227
	Iteration 4F: 3 clusters Score -659919.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -660213.687500 Penalty: 4326.157227
	Iteration 5F: 3 clusters Score -660213.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -660507.750000 Penalty: 4326.157227
	Iteration 6F: 3 clusters Score -660507.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -660758.000000 Penalty: 4326.157227
	Iteration 7Q: 3 clusters Score -660758 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -660957.125000 Penalty: 4326.157227
	Iteration 8Q: 3 clusters Score -660957.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -661107.812500 Penalty: 4326.157227
	Iteration 9Q: 3 clusters Score -661107.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -661214.000000 Penalty: 4326.157227
	Iteration 10Q: 3 clusters Score -661214 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -661295.062500 Penalty: 4326.157227
	Iteration 11Q: 3 clusters Score -661295.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -661362.437500 Penalty: 4326.157227
	Iteration 12Q: 3 clusters Score -661362.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -661412.000000 Penalty: 4326.157227
	Iteration 13Q: 3 clusters Score -661412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -661437.625000 Penalty: 4326.157227
	Iteration 14Q: 3 clusters Score -661437.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -661457.500000 Penalty: 4326.157227
	Iteration 15Q: 3 clusters Score -661457.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -661473.750000 Penalty: 4326.157227
	Iteration 16Q: 3 clusters Score -661473.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -661488.312500 Penalty: 4326.157227
	Iteration 17Q: 3 clusters Score -661488.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -661500.125000 Penalty: 4326.157227
	Iteration 18Q: 3 clusters Score -661500.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -661514.250000 Penalty: 4326.157227
	Iteration 19Q: 3 clusters Score -661514.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -661521.562500 Penalty: 4326.157227
	Iteration 20F: 3 clusters Score -661521.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -661526.875000 Penalty: 4326.157227
	Iteration 21Q: 3 clusters Score -661526.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -661532.625000 Penalty: 4326.157227
	Iteration 22Q: 3 clusters Score -661532.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -661534.312500 Penalty: 4326.157227
	Iteration 23Q: 3 clusters Score -661534.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -661537.250000 Penalty: 4326.157227
	Iteration 24Q: 3 clusters Score -661537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -661540.812500 Penalty: 4326.157227
	Iteration 25Q: 3 clusters Score -661540.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -661541.875000 Penalty: 4326.157227
	Iteration 26Q: 3 clusters Score -661541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -661542.812500 Penalty: 4326.157227
	Iteration 27Q: 3 clusters Score -661542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -661542.812500 Penalty: 4326.157227
	Iteration 28Q: 3 clusters Score -661542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -661543.687500 Penalty: 4326.157227
	Iteration 29Q: 3 clusters Score -661543.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -661543.687500 Penalty: 4326.157227
	Iteration 30F: 3 clusters Score -661543.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173725 members 
Entering Unmasked Estep 
Score: -20786032.000000 Penalty: 2992.176758
	Iteration 0F: 2 clusters Score -2.078603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86944 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -20675600.000000 Penalty: 5984.353516
	Iteration 0F: 3 clusters Score -2.06756e+07 nChanged 83300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89530 members 
Mstep: Class 2 contains 84195 members 
Entering Unmasked Estep 
Score: -20724394.000000 Penalty: 5984.353516
	Iteration 1F: 3 clusters Score -2.072439e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 82920 members 
Entering Unmasked Estep 
Score: -20725362.000000 Penalty: 5984.353516
	Iteration 2Q: 3 clusters Score -2.072536e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92671 members 
Mstep: Class 2 contains 81054 members 
Entering Unmasked Estep 
Score: -20726736.000000 Penalty: 5984.353516
	Iteration 3Q: 3 clusters Score -2.072674e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95432 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -20728536.000000 Penalty: 5984.353516
	Iteration 4Q: 3 clusters Score -2.072854e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -20730686.000000 Penalty: 5984.353516
	Iteration 5Q: 3 clusters Score -2.073069e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104654 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -20733950.000000 Penalty: 5984.353516
	Iteration 6Q: 3 clusters Score -2.073395e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111931 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -20738850.000000 Penalty: 5984.353516
	Iteration 7F: 3 clusters Score -2.073885e+07 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121012 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -20745498.000000 Penalty: 5984.353516
	Iteration 8F: 3 clusters Score -2.07455e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131393 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -20753980.000000 Penalty: 5984.353516
	Iteration 9F: 3 clusters Score -2.075398e+07 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141670 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -20762852.000000 Penalty: 5984.353516
	Iteration 10F: 3 clusters Score -2.076285e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150322 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -20769948.000000 Penalty: 5984.353516
	Iteration 11F: 3 clusters Score -2.076995e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156864 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -20774350.000000 Penalty: 5984.353516
	Iteration 12Q: 3 clusters Score -2.077435e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161643 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -20777238.000000 Penalty: 5984.353516
	Iteration 13Q: 3 clusters Score -2.077724e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165197 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -20779408.000000 Penalty: 5984.353516
	Iteration 14Q: 3 clusters Score -2.077941e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -20780792.000000 Penalty: 5984.353516
	Iteration 15Q: 3 clusters Score -2.078079e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169564 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -20781726.000000 Penalty: 5984.353516
	Iteration 16Q: 3 clusters Score -2.078173e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170725 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -20782284.000000 Penalty: 5984.353516
	Iteration 17Q: 3 clusters Score -2.078228e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171504 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -20782652.000000 Penalty: 5984.353516
	Iteration 18Q: 3 clusters Score -2.078265e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172031 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -20782902.000000 Penalty: 5984.353516
	Iteration 19Q: 3 clusters Score -2.07829e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172397 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -20783100.000000 Penalty: 5984.353516
	Iteration 20F: 3 clusters Score -2.07831e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172644 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -20783212.000000 Penalty: 5984.353516
	Iteration 21Q: 3 clusters Score -2.078321e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172816 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -20783304.000000 Penalty: 5984.353516
	Iteration 22Q: 3 clusters Score -2.07833e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172935 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -20783320.000000 Penalty: 5984.353516
	Iteration 23Q: 3 clusters Score -2.078332e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172995 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -20783386.000000 Penalty: 5984.353516
	Iteration 24Q: 3 clusters Score -2.078339e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173053 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -20783412.000000 Penalty: 5984.353516
	Iteration 25Q: 3 clusters Score -2.078341e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173088 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -20783448.000000 Penalty: 5984.353516
	Iteration 26Q: 3 clusters Score -2.078345e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173111 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -20783464.000000 Penalty: 5984.353516
	Iteration 27Q: 3 clusters Score -2.078346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173124 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20783480.000000 Penalty: 5984.353516
	Iteration 28Q: 3 clusters Score -2.078348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173139 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -20783490.000000 Penalty: 5984.353516
	Iteration 29Q: 3 clusters Score -2.078349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173150 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -20783504.000000 Penalty: 5984.353516
	Iteration 30Q: 3 clusters Score -2.07835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173156 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -20783502.000000 Penalty: 5984.353516
	Iteration 31Q: 3 clusters Score -2.07835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173162 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -20783498.000000 Penalty: 5984.353516
	Iteration 32Q: 3 clusters Score -2.07835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173169 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -20783524.000000 Penalty: 5984.353516
	Iteration 33Q: 3 clusters Score -2.078352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173175 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -20783536.000000 Penalty: 5984.353516
	Iteration 34Q: 3 clusters Score -2.078354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173180 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -20783534.000000 Penalty: 5984.353516
	Iteration 35Q: 3 clusters Score -2.078353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173185 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -20783542.000000 Penalty: 5984.353516
	Iteration 36Q: 3 clusters Score -2.078354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173189 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -20783550.000000 Penalty: 5984.353516
	Iteration 37Q: 3 clusters Score -2.078355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173197 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20783560.000000 Penalty: 5984.353516
	Iteration 38Q: 3 clusters Score -2.078356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173204 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -20783560.000000 Penalty: 5984.353516
	Iteration 39Q: 3 clusters Score -2.078356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173207 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -20783562.000000 Penalty: 5984.353516
	Iteration 40F: 3 clusters Score -2.078356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173208 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -20783546.000000 Penalty: 5984.353516
	Iteration 41Q: 3 clusters Score -2.078355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173212 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -20783566.000000 Penalty: 5984.353516
	Iteration 42Q: 3 clusters Score -2.078357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173215 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -20783566.000000 Penalty: 5984.353516
	Iteration 43Q: 3 clusters Score -2.078357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173214 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -20783564.000000 Penalty: 5984.353516
	Iteration 44Q: 3 clusters Score -2.078356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173212 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -20783564.000000 Penalty: 5984.353516
	Iteration 45Q: 3 clusters Score -2.078356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173211 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -20783564.000000 Penalty: 5984.353516
	Iteration 46Q: 3 clusters Score -2.078356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173211 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -20783564.000000 Penalty: 5984.353516
	Iteration 47F: 3 clusters Score -2.078356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (156174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156174 members 
Entering Unmasked Estep 
Score: -18696310.000000 Penalty: 2965.763916
	Iteration 0F: 2 clusters Score -1.869631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78641 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -18592728.000000 Penalty: 5931.527832
	Iteration 0F: 3 clusters Score -1.859273e+07 nChanged 74780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -18637234.000000 Penalty: 5931.527832
	Iteration 1F: 3 clusters Score -1.863723e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -18639626.000000 Penalty: 5931.527832
	Iteration 2Q: 3 clusters Score -1.863963e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99223 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -18644212.000000 Penalty: 5931.527832
	Iteration 3F: 3 clusters Score -1.864421e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109952 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -18652222.000000 Penalty: 5931.527832
	Iteration 4F: 3 clusters Score -1.865222e+07 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123175 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -18663772.000000 Penalty: 5931.527832
	Iteration 5F: 3 clusters Score -1.866377e+07 nChanged 13414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136581 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -18676644.000000 Penalty: 5931.527832
	Iteration 6F: 3 clusters Score -1.867664e+07 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147019 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -18686402.000000 Penalty: 5931.527832
	Iteration 7F: 3 clusters Score -1.86864e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152684 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -18691068.000000 Penalty: 5931.527832
	Iteration 8Q: 3 clusters Score -1.869107e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154883 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -18692716.000000 Penalty: 5931.527832
	Iteration 9Q: 3 clusters Score -1.869272e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155581 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -18693288.000000 Penalty: 5931.527832
	Iteration 10Q: 3 clusters Score -1.869329e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155791 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -18693494.000000 Penalty: 5931.527832
	Iteration 11Q: 3 clusters Score -1.869349e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155868 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18693572.000000 Penalty: 5931.527832
	Iteration 12Q: 3 clusters Score -1.869357e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155895 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18693628.000000 Penalty: 5931.527832
	Iteration 13Q: 3 clusters Score -1.869363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155912 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18693650.000000 Penalty: 5931.527832
	Iteration 14Q: 3 clusters Score -1.869365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155915 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18693654.000000 Penalty: 5931.527832
	Iteration 15Q: 3 clusters Score -1.869365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155920 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18693690.000000 Penalty: 5931.527832
	Iteration 16Q: 3 clusters Score -1.869369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155924 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18693702.000000 Penalty: 5931.527832
	Iteration 17Q: 3 clusters Score -1.86937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155927 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18693694.000000 Penalty: 5931.527832
	Iteration 18Q: 3 clusters Score -1.869369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155926 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18693708.000000 Penalty: 5931.527832
	Iteration 19Q: 3 clusters Score -1.869371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155925 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -18693716.000000 Penalty: 5931.527832
	Iteration 20F: 3 clusters Score -1.869372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155924 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18693716.000000 Penalty: 5931.527832
	Iteration 21Q: 3 clusters Score -1.869372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155924 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18693716.000000 Penalty: 5931.527832
	Iteration 22F: 3 clusters Score -1.869372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Entering Unmasked Estep 
Score: -404247.187500 Penalty: 2022.743408
	Iteration 0F: 2 clusters Score -404247.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -400675.656250 Penalty: 4045.486816
	Iteration 0F: 3 clusters Score -400675.7 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -401413.500000 Penalty: 4045.486816
	Iteration 1F: 3 clusters Score -401413.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -401598.531250 Penalty: 4045.486816
	Iteration 2F: 3 clusters Score -401598.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -401694.187500 Penalty: 4045.486816
	Iteration 3Q: 3 clusters Score -401694.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -401753.625000 Penalty: 4045.486816
	Iteration 4Q: 3 clusters Score -401753.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -401793.687500 Penalty: 4045.486816
	Iteration 5Q: 3 clusters Score -401793.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -401827.750000 Penalty: 4045.486816
	Iteration 6Q: 3 clusters Score -401827.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -401857.156250 Penalty: 4045.486816
	Iteration 7Q: 3 clusters Score -401857.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -401887.625000 Penalty: 4045.486816
	Iteration 8Q: 3 clusters Score -401887.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -401905.812500 Penalty: 4045.486816
	Iteration 9Q: 3 clusters Score -401905.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -401919.187500 Penalty: 4045.486816
	Iteration 10Q: 3 clusters Score -401919.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -401934.718750 Penalty: 4045.486816
	Iteration 11Q: 3 clusters Score -401934.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -401945.843750 Penalty: 4045.486816
	Iteration 12Q: 3 clusters Score -401945.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -401957.625000 Penalty: 4045.486816
	Iteration 13Q: 3 clusters Score -401957.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -401968.625000 Penalty: 4045.486816
	Iteration 14Q: 3 clusters Score -401968.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -401977.875000 Penalty: 4045.486816
	Iteration 15Q: 3 clusters Score -401977.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -401991.781250 Penalty: 4045.486816
	Iteration 16Q: 3 clusters Score -401991.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -402004.812500 Penalty: 4045.486816
	Iteration 17Q: 3 clusters Score -402004.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -402021.593750 Penalty: 4045.486816
	Iteration 18Q: 3 clusters Score -402021.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -402037.093750 Penalty: 4045.486816
	Iteration 19Q: 3 clusters Score -402037.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -402054.343750 Penalty: 4045.486816
	Iteration 20F: 3 clusters Score -402054.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -402077.468750 Penalty: 4045.486816
	Iteration 21Q: 3 clusters Score -402077.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -402101.687500 Penalty: 4045.486816
	Iteration 22Q: 3 clusters Score -402101.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -402121.125000 Penalty: 4045.486816
	Iteration 23Q: 3 clusters Score -402121.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -402138.750000 Penalty: 4045.486816
	Iteration 24Q: 3 clusters Score -402138.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -402157.218750 Penalty: 4045.486816
	Iteration 25Q: 3 clusters Score -402157.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -402174.062500 Penalty: 4045.486816
	Iteration 26Q: 3 clusters Score -402174.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -402198.281250 Penalty: 4045.486816
	Iteration 27Q: 3 clusters Score -402198.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -402219.906250 Penalty: 4045.486816
	Iteration 28Q: 3 clusters Score -402219.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -402241.406250 Penalty: 4045.486816
	Iteration 29Q: 3 clusters Score -402241.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -402265.843750 Penalty: 4045.486816
	Iteration 30Q: 3 clusters Score -402265.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -402283.031250 Penalty: 4045.486816
	Iteration 31Q: 3 clusters Score -402283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -402300.218750 Penalty: 4045.486816
	Iteration 32Q: 3 clusters Score -402300.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -402321.750000 Penalty: 4045.486816
	Iteration 33Q: 3 clusters Score -402321.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -402336.875000 Penalty: 4045.486816
	Iteration 34Q: 3 clusters Score -402336.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -402351.281250 Penalty: 4045.486816
	Iteration 35Q: 3 clusters Score -402351.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -402367.062500 Penalty: 4045.486816
	Iteration 36Q: 3 clusters Score -402367.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -402375.875000 Penalty: 4045.486816
	Iteration 37Q: 3 clusters Score -402375.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -402385.750000 Penalty: 4045.486816
	Iteration 38Q: 3 clusters Score -402385.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -402394.593750 Penalty: 4045.486816
	Iteration 39Q: 3 clusters Score -402394.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -402405.031250 Penalty: 4045.486816
	Iteration 40F: 3 clusters Score -402405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -402414.312500 Penalty: 4045.486816
	Iteration 41Q: 3 clusters Score -402414.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -402419.343750 Penalty: 4045.486816
	Iteration 42Q: 3 clusters Score -402419.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -402421.625000 Penalty: 4045.486816
	Iteration 43Q: 3 clusters Score -402421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -402422.312500 Penalty: 4045.486816
	Iteration 44Q: 3 clusters Score -402422.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -402424.281250 Penalty: 4045.486816
	Iteration 45Q: 3 clusters Score -402424.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -402428.906250 Penalty: 4045.486816
	Iteration 46Q: 3 clusters Score -402428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -402431.906250 Penalty: 4045.486816
	Iteration 47Q: 3 clusters Score -402431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -402432.031250 Penalty: 4045.486816
	Iteration 48Q: 3 clusters Score -402432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -402432.437500 Penalty: 4045.486816
	Iteration 49Q: 3 clusters Score -402432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -402433.656250 Penalty: 4045.486816
	Iteration 50Q: 3 clusters Score -402433.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -402435.375000 Penalty: 4045.486816
	Iteration 51Q: 3 clusters Score -402435.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -402439.343750 Penalty: 4045.486816
	Iteration 52Q: 3 clusters Score -402439.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -402444.125000 Penalty: 4045.486816
	Iteration 53Q: 3 clusters Score -402444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -402446.187500 Penalty: 4045.486816
	Iteration 54Q: 3 clusters Score -402446.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -402448.906250 Penalty: 4045.486816
	Iteration 55Q: 3 clusters Score -402448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -402451.562500 Penalty: 4045.486816
	Iteration 56Q: 3 clusters Score -402451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -402451.218750 Penalty: 4045.486816
	Iteration 57Q: 3 clusters Score -402451.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -402451.218750 Penalty: 4045.486816
	Iteration 58F: 3 clusters Score -402451.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Entering Unmasked Estep 
Score: -650251.500000 Penalty: 2143.493896
	Iteration 0F: 2 clusters Score -650251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -645348.875000 Penalty: 4286.987793
	Iteration 0F: 3 clusters Score -645348.9 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -646674.500000 Penalty: 4286.987793
	Iteration 1F: 3 clusters Score -646674.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -646917.625000 Penalty: 4286.987793
	Iteration 2F: 3 clusters Score -646917.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -647080.687500 Penalty: 4286.987793
	Iteration 3Q: 3 clusters Score -647080.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -647196.625000 Penalty: 4286.987793
	Iteration 4Q: 3 clusters Score -647196.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -647294.937500 Penalty: 4286.987793
	Iteration 5Q: 3 clusters Score -647294.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -647390.812500 Penalty: 4286.987793
	Iteration 6Q: 3 clusters Score -647390.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -647485.250000 Penalty: 4286.987793
	Iteration 7Q: 3 clusters Score -647485.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -647586.375000 Penalty: 4286.987793
	Iteration 8Q: 3 clusters Score -647586.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -647696.187500 Penalty: 4286.987793
	Iteration 9Q: 3 clusters Score -647696.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -647789.812500 Penalty: 4286.987793
	Iteration 10Q: 3 clusters Score -647789.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -647874.312500 Penalty: 4286.987793
	Iteration 11Q: 3 clusters Score -647874.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -647937.187500 Penalty: 4286.987793
	Iteration 12Q: 3 clusters Score -647937.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -647986.937500 Penalty: 4286.987793
	Iteration 13Q: 3 clusters Score -647986.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -648046.062500 Penalty: 4286.987793
	Iteration 14Q: 3 clusters Score -648046.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -648099.812500 Penalty: 4286.987793
	Iteration 15Q: 3 clusters Score -648099.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -648144.312500 Penalty: 4286.987793
	Iteration 16Q: 3 clusters Score -648144.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -648185.812500 Penalty: 4286.987793
	Iteration 17Q: 3 clusters Score -648185.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -648242.750000 Penalty: 4286.987793
	Iteration 18Q: 3 clusters Score -648242.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -648308.375000 Penalty: 4286.987793
	Iteration 19Q: 3 clusters Score -648308.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -648359.187500 Penalty: 4286.987793
	Iteration 20F: 3 clusters Score -648359.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -648410.875000 Penalty: 4286.987793
	Iteration 21Q: 3 clusters Score -648410.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -648471.625000 Penalty: 4286.987793
	Iteration 22Q: 3 clusters Score -648471.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -648530.062500 Penalty: 4286.987793
	Iteration 23Q: 3 clusters Score -648530.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -648576.312500 Penalty: 4286.987793
	Iteration 24Q: 3 clusters Score -648576.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -648629.312500 Penalty: 4286.987793
	Iteration 25Q: 3 clusters Score -648629.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -648673.000000 Penalty: 4286.987793
	Iteration 26Q: 3 clusters Score -648673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -648719.437500 Penalty: 4286.987793
	Iteration 27Q: 3 clusters Score -648719.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -648771.062500 Penalty: 4286.987793
	Iteration 28Q: 3 clusters Score -648771.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -648818.750000 Penalty: 4286.987793
	Iteration 29Q: 3 clusters Score -648818.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -648856.375000 Penalty: 4286.987793
	Iteration 30Q: 3 clusters Score -648856.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -648895.625000 Penalty: 4286.987793
	Iteration 31Q: 3 clusters Score -648895.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -648952.687500 Penalty: 4286.987793
	Iteration 32Q: 3 clusters Score -648952.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -649001.500000 Penalty: 4286.987793
	Iteration 33Q: 3 clusters Score -649001.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -649078.750000 Penalty: 4286.987793
	Iteration 34Q: 3 clusters Score -649078.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -649158.437500 Penalty: 4286.987793
	Iteration 35Q: 3 clusters Score -649158.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -649206.562500 Penalty: 4286.987793
	Iteration 36Q: 3 clusters Score -649206.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -649255.000000 Penalty: 4286.987793
	Iteration 37Q: 3 clusters Score -649255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -649292.062500 Penalty: 4286.987793
	Iteration 38Q: 3 clusters Score -649292.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -649320.062500 Penalty: 4286.987793
	Iteration 39Q: 3 clusters Score -649320.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -649334.875000 Penalty: 4286.987793
	Iteration 40F: 3 clusters Score -649334.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -649340.062500 Penalty: 4286.987793
	Iteration 41Q: 3 clusters Score -649340.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -649343.937500 Penalty: 4286.987793
	Iteration 42Q: 3 clusters Score -649343.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -649347.062500 Penalty: 4286.987793
	Iteration 43Q: 3 clusters Score -649347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -649348.187500 Penalty: 4286.987793
	Iteration 44Q: 3 clusters Score -649348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -649350.312500 Penalty: 4286.987793
	Iteration 45Q: 3 clusters Score -649350.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -649350.500000 Penalty: 4286.987793
	Iteration 46Q: 3 clusters Score -649350.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -649351.812500 Penalty: 4286.987793
	Iteration 47Q: 3 clusters Score -649351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -649354.500000 Penalty: 4286.987793
	Iteration 48Q: 3 clusters Score -649354.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -649355.875000 Penalty: 4286.987793
	Iteration 49Q: 3 clusters Score -649355.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -649356.625000 Penalty: 4286.987793
	Iteration 50Q: 3 clusters Score -649356.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -649357.500000 Penalty: 4286.987793
	Iteration 51Q: 3 clusters Score -649357.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -649357.812500 Penalty: 4286.987793
	Iteration 52Q: 3 clusters Score -649357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -649357.062500 Penalty: 4286.987793
	Iteration 53Q: 3 clusters Score -649357.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -649357.062500 Penalty: 4286.987793
	Iteration 54F: 3 clusters Score -649357.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Entering Unmasked Estep 
Score: -4765036.500000 Penalty: 2628.225586
	Iteration 0F: 2 clusters Score -4765036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -4737960.500000 Penalty: 5256.451172
	Iteration 0F: 3 clusters Score -4737960 nChanged 18240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4748544.000000 Penalty: 5256.451172
	Iteration 1F: 3 clusters Score -4748544 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -4749786.000000 Penalty: 5256.451172
	Iteration 2F: 3 clusters Score -4749786 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4751432.500000 Penalty: 5256.451172
	Iteration 3F: 3 clusters Score -4751432 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -4753528.500000 Penalty: 5256.451172
	Iteration 4F: 3 clusters Score -4753528 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -4755782.500000 Penalty: 5256.451172
	Iteration 5F: 3 clusters Score -4755782 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -4757944.500000 Penalty: 5256.451172
	Iteration 6F: 3 clusters Score -4757944 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -4759655.000000 Penalty: 5256.451172
	Iteration 7F: 3 clusters Score -4759655 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -4760865.000000 Penalty: 5256.451172
	Iteration 8Q: 3 clusters Score -4760865 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -4761636.500000 Penalty: 5256.451172
	Iteration 9Q: 3 clusters Score -4761636 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -4762007.500000 Penalty: 5256.451172
	Iteration 10Q: 3 clusters Score -4762008 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -4762260.000000 Penalty: 5256.451172
	Iteration 11Q: 3 clusters Score -4762260 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -4762418.000000 Penalty: 5256.451172
	Iteration 12Q: 3 clusters Score -4762418 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4762572.500000 Penalty: 5256.451172
	Iteration 13Q: 3 clusters Score -4762572 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4762695.500000 Penalty: 5256.451172
	Iteration 14Q: 3 clusters Score -4762696 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -4762790.500000 Penalty: 5256.451172
	Iteration 15Q: 3 clusters Score -4762790 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -4762882.500000 Penalty: 5256.451172
	Iteration 16Q: 3 clusters Score -4762882 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4762954.000000 Penalty: 5256.451172
	Iteration 17Q: 3 clusters Score -4762954 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4763034.500000 Penalty: 5256.451172
	Iteration 18Q: 3 clusters Score -4763034 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4763089.500000 Penalty: 5256.451172
	Iteration 19Q: 3 clusters Score -4763090 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4763140.000000 Penalty: 5256.451172
	Iteration 20F: 3 clusters Score -4763140 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4763172.000000 Penalty: 5256.451172
	Iteration 21Q: 3 clusters Score -4763172 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4763213.500000 Penalty: 5256.451172
	Iteration 22Q: 3 clusters Score -4763214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4763233.000000 Penalty: 5256.451172
	Iteration 23Q: 3 clusters Score -4763233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4763258.000000 Penalty: 5256.451172
	Iteration 24Q: 3 clusters Score -4763258 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4763272.000000 Penalty: 5256.451172
	Iteration 25Q: 3 clusters Score -4763272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4763275.500000 Penalty: 5256.451172
	Iteration 26Q: 3 clusters Score -4763276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4763288.500000 Penalty: 5256.451172
	Iteration 27Q: 3 clusters Score -4763288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4763297.500000 Penalty: 5256.451172
	Iteration 28Q: 3 clusters Score -4763298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4763306.500000 Penalty: 5256.451172
	Iteration 29Q: 3 clusters Score -4763306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4763319.000000 Penalty: 5256.451172
	Iteration 30Q: 3 clusters Score -4763319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4763318.500000 Penalty: 5256.451172
	Iteration 31Q: 3 clusters Score -4763318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4763321.000000 Penalty: 5256.451172
	Iteration 32Q: 3 clusters Score -4763321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4763322.500000 Penalty: 5256.451172
	Iteration 33Q: 3 clusters Score -4763322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4763319.500000 Penalty: 5256.451172
	Iteration 34Q: 3 clusters Score -4763320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4763316.500000 Penalty: 5256.451172
	Iteration 35Q: 3 clusters Score -4763316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4763315.000000 Penalty: 5256.451172
	Iteration 36Q: 3 clusters Score -4763315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4763323.000000 Penalty: 5256.451172
	Iteration 37Q: 3 clusters Score -4763323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4763325.500000 Penalty: 5256.451172
	Iteration 38Q: 3 clusters Score -4763326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4763324.000000 Penalty: 5256.451172
	Iteration 39Q: 3 clusters Score -4763324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4763325.500000 Penalty: 5256.451172
	Iteration 40F: 3 clusters Score -4763326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4763320.000000 Penalty: 5256.451172
	Iteration 41Q: 3 clusters Score -4763320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4763323.500000 Penalty: 5256.451172
	Iteration 42Q: 3 clusters Score -4763324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4763331.000000 Penalty: 5256.451172
	Iteration 43Q: 3 clusters Score -4763331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4763330.000000 Penalty: 5256.451172
	Iteration 44Q: 3 clusters Score -4763330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4763334.500000 Penalty: 5256.451172
	Iteration 45Q: 3 clusters Score -4763334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4763335.000000 Penalty: 5256.451172
	Iteration 46Q: 3 clusters Score -4763335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4763348.000000 Penalty: 5256.451172
	Iteration 47Q: 3 clusters Score -4763348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4763339.000000 Penalty: 5256.451172
	Iteration 48Q: 3 clusters Score -4763339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4763341.500000 Penalty: 5256.451172
	Iteration 49Q: 3 clusters Score -4763342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4763342.500000 Penalty: 5256.451172
	Iteration 50Q: 3 clusters Score -4763342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4763342.000000 Penalty: 5256.451172
	Iteration 51Q: 3 clusters Score -4763342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4763346.000000 Penalty: 5256.451172
	Iteration 52Q: 3 clusters Score -4763346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4763342.500000 Penalty: 5256.451172
	Iteration 53Q: 3 clusters Score -4763342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4763351.500000 Penalty: 5256.451172
	Iteration 54Q: 3 clusters Score -4763352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4763352.500000 Penalty: 5256.451172
	Iteration 55Q: 3 clusters Score -4763352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4763353.500000 Penalty: 5256.451172
	Iteration 56Q: 3 clusters Score -4763354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4763355.000000 Penalty: 5256.451172
	Iteration 57Q: 3 clusters Score -4763355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4763353.500000 Penalty: 5256.451172
	Iteration 58Q: 3 clusters Score -4763354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4763352.500000 Penalty: 5256.451172
	Iteration 59Q: 3 clusters Score -4763352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4763361.000000 Penalty: 5256.451172
	Iteration 60F: 3 clusters Score -4763361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4763359.500000 Penalty: 5256.451172
	Iteration 61Q: 3 clusters Score -4763360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4763359.000000 Penalty: 5256.451172
	Iteration 62Q: 3 clusters Score -4763359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4763366.500000 Penalty: 5256.451172
	Iteration 63Q: 3 clusters Score -4763366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4763365.500000 Penalty: 5256.451172
	Iteration 64Q: 3 clusters Score -4763366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4763363.000000 Penalty: 5256.451172
	Iteration 65Q: 3 clusters Score -4763363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4763364.500000 Penalty: 5256.451172
	Iteration 66Q: 3 clusters Score -4763364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4763364.500000 Penalty: 5256.451172
	Iteration 67F: 3 clusters Score -4763364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94718 members 
Entering Unmasked Estep 
Score: -11303928.000000 Penalty: 2841.747559
	Iteration 0F: 2 clusters Score -1.130393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -11240468.000000 Penalty: 5683.495117
	Iteration 0F: 3 clusters Score -1.124047e+07 nChanged 44691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -11266038.000000 Penalty: 5683.495117
	Iteration 1F: 3 clusters Score -1.126604e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -11267056.000000 Penalty: 5683.495117
	Iteration 2Q: 3 clusters Score -1.126706e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -11268571.000000 Penalty: 5683.495117
	Iteration 3Q: 3 clusters Score -1.126857e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -11270802.000000 Penalty: 5683.495117
	Iteration 4F: 3 clusters Score -1.12708e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -11274099.000000 Penalty: 5683.495117
	Iteration 5F: 3 clusters Score -1.12741e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -11278308.000000 Penalty: 5683.495117
	Iteration 6F: 3 clusters Score -1.127831e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69453 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -11283168.000000 Penalty: 5683.495117
	Iteration 7F: 3 clusters Score -1.128317e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -11288003.000000 Penalty: 5683.495117
	Iteration 8F: 3 clusters Score -1.1288e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -11292165.000000 Penalty: 5683.495117
	Iteration 9F: 3 clusters Score -1.129216e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84591 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -11295318.000000 Penalty: 5683.495117
	Iteration 10Q: 3 clusters Score -1.129532e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -11297547.000000 Penalty: 5683.495117
	Iteration 11Q: 3 clusters Score -1.129755e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -11299141.000000 Penalty: 5683.495117
	Iteration 12Q: 3 clusters Score -1.129914e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -11300183.000000 Penalty: 5683.495117
	Iteration 13Q: 3 clusters Score -1.130018e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -11300798.000000 Penalty: 5683.495117
	Iteration 14Q: 3 clusters Score -1.13008e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -11301186.000000 Penalty: 5683.495117
	Iteration 15Q: 3 clusters Score -1.130119e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -11301440.000000 Penalty: 5683.495117
	Iteration 16Q: 3 clusters Score -1.130144e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93603 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11301596.000000 Penalty: 5683.495117
	Iteration 17Q: 3 clusters Score -1.13016e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93731 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11301722.000000 Penalty: 5683.495117
	Iteration 18Q: 3 clusters Score -1.130172e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11301846.000000 Penalty: 5683.495117
	Iteration 19Q: 3 clusters Score -1.130185e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93868 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11301895.000000 Penalty: 5683.495117
	Iteration 20F: 3 clusters Score -1.13019e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93908 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11301929.000000 Penalty: 5683.495117
	Iteration 21Q: 3 clusters Score -1.130193e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93930 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -11301976.000000 Penalty: 5683.495117
	Iteration 22Q: 3 clusters Score -1.130198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -11301994.000000 Penalty: 5683.495117
	Iteration 23Q: 3 clusters Score -1.130199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11302017.000000 Penalty: 5683.495117
	Iteration 24Q: 3 clusters Score -1.130202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93947 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11302020.000000 Penalty: 5683.495117
	Iteration 25Q: 3 clusters Score -1.130202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11302019.000000 Penalty: 5683.495117
	Iteration 26Q: 3 clusters Score -1.130202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93958 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -11302012.000000 Penalty: 5683.495117
	Iteration 27Q: 3 clusters Score -1.130201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93960 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11302013.000000 Penalty: 5683.495117
	Iteration 28Q: 3 clusters Score -1.130201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11302021.000000 Penalty: 5683.495117
	Iteration 29Q: 3 clusters Score -1.130202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93965 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11302019.000000 Penalty: 5683.495117
	Iteration 30Q: 3 clusters Score -1.130202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11302020.000000 Penalty: 5683.495117
	Iteration 31Q: 3 clusters Score -1.130202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93973 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11302016.000000 Penalty: 5683.495117
	Iteration 32Q: 3 clusters Score -1.130202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93972 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -11302031.000000 Penalty: 5683.495117
	Iteration 33Q: 3 clusters Score -1.130203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -11302035.000000 Penalty: 5683.495117
	Iteration 34Q: 3 clusters Score -1.130204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -11302043.000000 Penalty: 5683.495117
	Iteration 35Q: 3 clusters Score -1.130204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93982 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11302049.000000 Penalty: 5683.495117
	Iteration 36Q: 3 clusters Score -1.130205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11302071.000000 Penalty: 5683.495117
	Iteration 37Q: 3 clusters Score -1.130207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11302061.000000 Penalty: 5683.495117
	Iteration 38Q: 3 clusters Score -1.130206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11302065.000000 Penalty: 5683.495117
	Iteration 39Q: 3 clusters Score -1.130206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93980 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11302063.000000 Penalty: 5683.495117
	Iteration 40F: 3 clusters Score -1.130206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Entering Unmasked Estep 
Score: -547082.750000 Penalty: 2111.618408
	Iteration 0F: 2 clusters Score -547082.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -542611.125000 Penalty: 4223.236816
	Iteration 0F: 3 clusters Score -542611.1 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -543808.250000 Penalty: 4223.236816
	Iteration 1F: 3 clusters Score -543808.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -544211.187500 Penalty: 4223.236816
	Iteration 2F: 3 clusters Score -544211.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -544601.687500 Penalty: 4223.236816
	Iteration 3F: 3 clusters Score -544601.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -544964.125000 Penalty: 4223.236816
	Iteration 4F: 3 clusters Score -544964.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -545229.437500 Penalty: 4223.236816
	Iteration 5F: 3 clusters Score -545229.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -545406.750000 Penalty: 4223.236816
	Iteration 6Q: 3 clusters Score -545406.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -545530.187500 Penalty: 4223.236816
	Iteration 7Q: 3 clusters Score -545530.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -545636.562500 Penalty: 4223.236816
	Iteration 8Q: 3 clusters Score -545636.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -545719.687500 Penalty: 4223.236816
	Iteration 9Q: 3 clusters Score -545719.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -545774.500000 Penalty: 4223.236816
	Iteration 10Q: 3 clusters Score -545774.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -545809.312500 Penalty: 4223.236816
	Iteration 11Q: 3 clusters Score -545809.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -545831.125000 Penalty: 4223.236816
	Iteration 12Q: 3 clusters Score -545831.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -545843.500000 Penalty: 4223.236816
	Iteration 13Q: 3 clusters Score -545843.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -545852.062500 Penalty: 4223.236816
	Iteration 14Q: 3 clusters Score -545852.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -545859.062500 Penalty: 4223.236816
	Iteration 15Q: 3 clusters Score -545859.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -545863.937500 Penalty: 4223.236816
	Iteration 16Q: 3 clusters Score -545863.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -545868.375000 Penalty: 4223.236816
	Iteration 17Q: 3 clusters Score -545868.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -545872.687500 Penalty: 4223.236816
	Iteration 18Q: 3 clusters Score -545872.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -545875.437500 Penalty: 4223.236816
	Iteration 19Q: 3 clusters Score -545875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -545878.000000 Penalty: 4223.236816
	Iteration 20F: 3 clusters Score -545878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -545879.312500 Penalty: 4223.236816
	Iteration 21Q: 3 clusters Score -545879.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -545882.937500 Penalty: 4223.236816
	Iteration 22Q: 3 clusters Score -545882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -545885.000000 Penalty: 4223.236816
	Iteration 23Q: 3 clusters Score -545885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -545885.187500 Penalty: 4223.236816
	Iteration 24Q: 3 clusters Score -545885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -545887.562500 Penalty: 4223.236816
	Iteration 25Q: 3 clusters Score -545887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -545888.812500 Penalty: 4223.236816
	Iteration 26Q: 3 clusters Score -545888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -545890.187500 Penalty: 4223.236816
	Iteration 27Q: 3 clusters Score -545890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -545891.125000 Penalty: 4223.236816
	Iteration 28Q: 3 clusters Score -545891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -545891.250000 Penalty: 4223.236816
	Iteration 29Q: 3 clusters Score -545891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -545890.562500 Penalty: 4223.236816
	Iteration 30Q: 3 clusters Score -545890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -545890.562500 Penalty: 4223.236816
	Iteration 31F: 3 clusters Score -545890.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Entering Unmasked Estep 
Score: -5257133.000000 Penalty: 2652.743896
	Iteration 0F: 2 clusters Score -5257133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -5227326.000000 Penalty: 5305.487793
	Iteration 0F: 3 clusters Score -5227326 nChanged 20318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -5238493.500000 Penalty: 5305.487793
	Iteration 1F: 3 clusters Score -5238494 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -5239041.500000 Penalty: 5305.487793
	Iteration 2Q: 3 clusters Score -5239042 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -5239561.500000 Penalty: 5305.487793
	Iteration 3Q: 3 clusters Score -5239562 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -5240114.500000 Penalty: 5305.487793
	Iteration 4Q: 3 clusters Score -5240114 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -5240681.500000 Penalty: 5305.487793
	Iteration 5Q: 3 clusters Score -5240682 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5241413.500000 Penalty: 5305.487793
	Iteration 6Q: 3 clusters Score -5241414 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -5242289.000000 Penalty: 5305.487793
	Iteration 7Q: 3 clusters Score -5242289 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -5243454.000000 Penalty: 5305.487793
	Iteration 8F: 3 clusters Score -5243454 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -5244952.500000 Penalty: 5305.487793
	Iteration 9F: 3 clusters Score -5244952 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -5246685.000000 Penalty: 5305.487793
	Iteration 10F: 3 clusters Score -5246685 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -5248629.000000 Penalty: 5305.487793
	Iteration 11F: 3 clusters Score -5248629 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -5250372.500000 Penalty: 5305.487793
	Iteration 12F: 3 clusters Score -5250372 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -5251781.000000 Penalty: 5305.487793
	Iteration 13Q: 3 clusters Score -5251781 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -5252828.000000 Penalty: 5305.487793
	Iteration 14Q: 3 clusters Score -5252828 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5253506.000000 Penalty: 5305.487793
	Iteration 15Q: 3 clusters Score -5253506 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5253883.000000 Penalty: 5305.487793
	Iteration 16Q: 3 clusters Score -5253883 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5254113.000000 Penalty: 5305.487793
	Iteration 17Q: 3 clusters Score -5254113 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5254259.000000 Penalty: 5305.487793
	Iteration 18Q: 3 clusters Score -5254259 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5254353.500000 Penalty: 5305.487793
	Iteration 19Q: 3 clusters Score -5254354 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5254475.500000 Penalty: 5305.487793
	Iteration 20F: 3 clusters Score -5254476 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5254554.000000 Penalty: 5305.487793
	Iteration 21Q: 3 clusters Score -5254554 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5254616.500000 Penalty: 5305.487793
	Iteration 22Q: 3 clusters Score -5254616 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5254646.500000 Penalty: 5305.487793
	Iteration 23Q: 3 clusters Score -5254646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5254675.500000 Penalty: 5305.487793
	Iteration 24Q: 3 clusters Score -5254676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5254689.500000 Penalty: 5305.487793
	Iteration 25Q: 3 clusters Score -5254690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5254707.000000 Penalty: 5305.487793
	Iteration 26Q: 3 clusters Score -5254707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5254725.000000 Penalty: 5305.487793
	Iteration 27Q: 3 clusters Score -5254725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5254753.500000 Penalty: 5305.487793
	Iteration 28Q: 3 clusters Score -5254754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5254764.500000 Penalty: 5305.487793
	Iteration 29Q: 3 clusters Score -5254764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5254774.000000 Penalty: 5305.487793
	Iteration 30Q: 3 clusters Score -5254774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5254786.000000 Penalty: 5305.487793
	Iteration 31Q: 3 clusters Score -5254786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5254800.000000 Penalty: 5305.487793
	Iteration 32Q: 3 clusters Score -5254800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5254804.500000 Penalty: 5305.487793
	Iteration 33Q: 3 clusters Score -5254804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5254813.500000 Penalty: 5305.487793
	Iteration 34Q: 3 clusters Score -5254814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5254825.500000 Penalty: 5305.487793
	Iteration 35Q: 3 clusters Score -5254826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5254830.000000 Penalty: 5305.487793
	Iteration 36Q: 3 clusters Score -5254830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5254838.500000 Penalty: 5305.487793
	Iteration 37Q: 3 clusters Score -5254838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5254851.500000 Penalty: 5305.487793
	Iteration 38Q: 3 clusters Score -5254852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5254849.500000 Penalty: 5305.487793
	Iteration 39Q: 3 clusters Score -5254850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5254856.500000 Penalty: 5305.487793
	Iteration 40F: 3 clusters Score -5254856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5254857.500000 Penalty: 5305.487793
	Iteration 41Q: 3 clusters Score -5254858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5254860.500000 Penalty: 5305.487793
	Iteration 42Q: 3 clusters Score -5254860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5254860.000000 Penalty: 5305.487793
	Iteration 43Q: 3 clusters Score -5254860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5254873.000000 Penalty: 5305.487793
	Iteration 44Q: 3 clusters Score -5254873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5254877.500000 Penalty: 5305.487793
	Iteration 45Q: 3 clusters Score -5254878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5254883.500000 Penalty: 5305.487793
	Iteration 46Q: 3 clusters Score -5254884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5254879.000000 Penalty: 5305.487793
	Iteration 47Q: 3 clusters Score -5254879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5254884.000000 Penalty: 5305.487793
	Iteration 48Q: 3 clusters Score -5254884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5254883.000000 Penalty: 5305.487793
	Iteration 49Q: 3 clusters Score -5254883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5254881.000000 Penalty: 5305.487793
	Iteration 50Q: 3 clusters Score -5254881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5254879.000000 Penalty: 5305.487793
	Iteration 51Q: 3 clusters Score -5254879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5254882.000000 Penalty: 5305.487793
	Iteration 52Q: 3 clusters Score -5254882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5254882.000000 Penalty: 5305.487793
	Iteration 53F: 3 clusters Score -5254882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Entering Unmasked Estep 
Score: -4573285.500000 Penalty: 2615.968018
	Iteration 0F: 2 clusters Score -4573286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -4547268.500000 Penalty: 5231.936035
	Iteration 0F: 3 clusters Score -4547268 nChanged 17510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4557120.000000 Penalty: 5231.936035
	Iteration 1F: 3 clusters Score -4557120 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4557818.000000 Penalty: 5231.936035
	Iteration 2Q: 3 clusters Score -4557818 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4558598.000000 Penalty: 5231.936035
	Iteration 3Q: 3 clusters Score -4558598 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -4559699.500000 Penalty: 5231.936035
	Iteration 4F: 3 clusters Score -4559700 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -4561229.500000 Penalty: 5231.936035
	Iteration 5F: 3 clusters Score -4561230 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -4563327.500000 Penalty: 5231.936035
	Iteration 6F: 3 clusters Score -4563328 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -4565638.500000 Penalty: 5231.936035
	Iteration 7F: 3 clusters Score -4565638 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4567771.000000 Penalty: 5231.936035
	Iteration 8F: 3 clusters Score -4567771 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -4569361.000000 Penalty: 5231.936035
	Iteration 9Q: 3 clusters Score -4569361 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4570260.000000 Penalty: 5231.936035
	Iteration 10Q: 3 clusters Score -4570260 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4570712.500000 Penalty: 5231.936035
	Iteration 11Q: 3 clusters Score -4570712 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4570928.500000 Penalty: 5231.936035
	Iteration 12Q: 3 clusters Score -4570928 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4571035.000000 Penalty: 5231.936035
	Iteration 13Q: 3 clusters Score -4571035 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4571102.000000 Penalty: 5231.936035
	Iteration 14Q: 3 clusters Score -4571102 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4571144.000000 Penalty: 5231.936035
	Iteration 15Q: 3 clusters Score -4571144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4571178.000000 Penalty: 5231.936035
	Iteration 16Q: 3 clusters Score -4571178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4571202.000000 Penalty: 5231.936035
	Iteration 17Q: 3 clusters Score -4571202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4571215.500000 Penalty: 5231.936035
	Iteration 18Q: 3 clusters Score -4571216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4571229.500000 Penalty: 5231.936035
	Iteration 19Q: 3 clusters Score -4571230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4571236.500000 Penalty: 5231.936035
	Iteration 20F: 3 clusters Score -4571236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4571241.000000 Penalty: 5231.936035
	Iteration 21Q: 3 clusters Score -4571241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4571242.500000 Penalty: 5231.936035
	Iteration 22Q: 3 clusters Score -4571242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4571254.000000 Penalty: 5231.936035
	Iteration 23Q: 3 clusters Score -4571254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4571255.000000 Penalty: 5231.936035
	Iteration 24Q: 3 clusters Score -4571255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4571253.000000 Penalty: 5231.936035
	Iteration 25Q: 3 clusters Score -4571253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4571267.500000 Penalty: 5231.936035
	Iteration 26Q: 3 clusters Score -4571268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4571271.500000 Penalty: 5231.936035
	Iteration 27Q: 3 clusters Score -4571272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4571272.000000 Penalty: 5231.936035
	Iteration 28Q: 3 clusters Score -4571272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4571277.500000 Penalty: 5231.936035
	Iteration 29Q: 3 clusters Score -4571278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4571278.500000 Penalty: 5231.936035
	Iteration 30Q: 3 clusters Score -4571278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4571282.000000 Penalty: 5231.936035
	Iteration 31Q: 3 clusters Score -4571282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4571285.000000 Penalty: 5231.936035
	Iteration 32Q: 3 clusters Score -4571285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4571285.000000 Penalty: 5231.936035
	Iteration 33F: 3 clusters Score -4571285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Entering Unmasked Estep 
Score: -744091.812500 Penalty: 2185.953857
	Iteration 0F: 2 clusters Score -744091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -738464.375000 Penalty: 4371.907715
	Iteration 0F: 3 clusters Score -738464.4 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -739973.187500 Penalty: 4371.907715
	Iteration 1F: 3 clusters Score -739973.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -740281.000000 Penalty: 4371.907715
	Iteration 2F: 3 clusters Score -740281 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -740508.562500 Penalty: 4371.907715
	Iteration 3F: 3 clusters Score -740508.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -740690.375000 Penalty: 4371.907715
	Iteration 4Q: 3 clusters Score -740690.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -740881.062500 Penalty: 4371.907715
	Iteration 5Q: 3 clusters Score -740881.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -741055.562500 Penalty: 4371.907715
	Iteration 6Q: 3 clusters Score -741055.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -741194.937500 Penalty: 4371.907715
	Iteration 7Q: 3 clusters Score -741194.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -741304.375000 Penalty: 4371.907715
	Iteration 8Q: 3 clusters Score -741304.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -741413.937500 Penalty: 4371.907715
	Iteration 9Q: 3 clusters Score -741413.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -741504.000000 Penalty: 4371.907715
	Iteration 10Q: 3 clusters Score -741504 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -741564.625000 Penalty: 4371.907715
	Iteration 11Q: 3 clusters Score -741564.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -741615.687500 Penalty: 4371.907715
	Iteration 12Q: 3 clusters Score -741615.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -741666.687500 Penalty: 4371.907715
	Iteration 13Q: 3 clusters Score -741666.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -741712.500000 Penalty: 4371.907715
	Iteration 14Q: 3 clusters Score -741712.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -741747.500000 Penalty: 4371.907715
	Iteration 15Q: 3 clusters Score -741747.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -741773.187500 Penalty: 4371.907715
	Iteration 16Q: 3 clusters Score -741773.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -741794.312500 Penalty: 4371.907715
	Iteration 17Q: 3 clusters Score -741794.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -741819.062500 Penalty: 4371.907715
	Iteration 18Q: 3 clusters Score -741819.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -741838.062500 Penalty: 4371.907715
	Iteration 19Q: 3 clusters Score -741838.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -741853.625000 Penalty: 4371.907715
	Iteration 20F: 3 clusters Score -741853.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -741868.000000 Penalty: 4371.907715
	Iteration 21Q: 3 clusters Score -741868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -741880.062500 Penalty: 4371.907715
	Iteration 22Q: 3 clusters Score -741880.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -741890.125000 Penalty: 4371.907715
	Iteration 23Q: 3 clusters Score -741890.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -741897.062500 Penalty: 4371.907715
	Iteration 24Q: 3 clusters Score -741897.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -741906.312500 Penalty: 4371.907715
	Iteration 25Q: 3 clusters Score -741906.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -741911.437500 Penalty: 4371.907715
	Iteration 26Q: 3 clusters Score -741911.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -741916.625000 Penalty: 4371.907715
	Iteration 27Q: 3 clusters Score -741916.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -741919.937500 Penalty: 4371.907715
	Iteration 28Q: 3 clusters Score -741919.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -741922.187500 Penalty: 4371.907715
	Iteration 29Q: 3 clusters Score -741922.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -741926.812500 Penalty: 4371.907715
	Iteration 30Q: 3 clusters Score -741926.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -741932.000000 Penalty: 4371.907715
	Iteration 31Q: 3 clusters Score -741932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -741935.250000 Penalty: 4371.907715
	Iteration 32Q: 3 clusters Score -741935.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -741938.437500 Penalty: 4371.907715
	Iteration 33Q: 3 clusters Score -741938.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -741938.812500 Penalty: 4371.907715
	Iteration 34Q: 3 clusters Score -741938.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -741939.750000 Penalty: 4371.907715
	Iteration 35Q: 3 clusters Score -741939.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -741940.812500 Penalty: 4371.907715
	Iteration 36Q: 3 clusters Score -741940.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -741945.125000 Penalty: 4371.907715
	Iteration 37Q: 3 clusters Score -741945.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -741943.937500 Penalty: 4371.907715
	Iteration 38Q: 3 clusters Score -741943.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -741947.562500 Penalty: 4371.907715
	Iteration 39Q: 3 clusters Score -741947.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -741951.500000 Penalty: 4371.907715
	Iteration 40F: 3 clusters Score -741951.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -741957.062500 Penalty: 4371.907715
	Iteration 41Q: 3 clusters Score -741957.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -741958.937500 Penalty: 4371.907715
	Iteration 42Q: 3 clusters Score -741958.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -741961.625000 Penalty: 4371.907715
	Iteration 43Q: 3 clusters Score -741961.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -741962.000000 Penalty: 4371.907715
	Iteration 44Q: 3 clusters Score -741962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -741963.687500 Penalty: 4371.907715
	Iteration 45Q: 3 clusters Score -741963.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -741966.500000 Penalty: 4371.907715
	Iteration 46Q: 3 clusters Score -741966.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -741968.750000 Penalty: 4371.907715
	Iteration 47Q: 3 clusters Score -741968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -741970.625000 Penalty: 4371.907715
	Iteration 48Q: 3 clusters Score -741970.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -741972.812500 Penalty: 4371.907715
	Iteration 49Q: 3 clusters Score -741972.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -741974.062500 Penalty: 4371.907715
	Iteration 50Q: 3 clusters Score -741974.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -741978.375000 Penalty: 4371.907715
	Iteration 51Q: 3 clusters Score -741978.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -741977.375000 Penalty: 4371.907715
	Iteration 52Q: 3 clusters Score -741977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -741978.375000 Penalty: 4371.907715
	Iteration 53Q: 3 clusters Score -741978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -741978.000000 Penalty: 4371.907715
	Iteration 54Q: 3 clusters Score -741978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -741980.125000 Penalty: 4371.907715
	Iteration 55Q: 3 clusters Score -741980.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -741981.000000 Penalty: 4371.907715
	Iteration 56Q: 3 clusters Score -741981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -741981.312500 Penalty: 4371.907715
	Iteration 57Q: 3 clusters Score -741981.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -741982.437500 Penalty: 4371.907715
	Iteration 58Q: 3 clusters Score -741982.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -741982.312500 Penalty: 4371.907715
	Iteration 59Q: 3 clusters Score -741982.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -741985.687500 Penalty: 4371.907715
	Iteration 60F: 3 clusters Score -741985.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -741986.312500 Penalty: 4371.907715
	Iteration 61Q: 3 clusters Score -741986.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -741988.312500 Penalty: 4371.907715
	Iteration 62Q: 3 clusters Score -741988.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -741987.500000 Penalty: 4371.907715
	Iteration 63Q: 3 clusters Score -741987.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -741987.250000 Penalty: 4371.907715
	Iteration 64Q: 3 clusters Score -741987.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -741987.250000 Penalty: 4371.907715
	Iteration 65F: 3 clusters Score -741987.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Entering Unmasked Estep 
Score: -1877485.375000 Penalty: 2397.542969
	Iteration 0F: 2 clusters Score -1877485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1866080.750000 Penalty: 4795.085938
	Iteration 0F: 3 clusters Score -1866081 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1869831.750000 Penalty: 4795.085938
	Iteration 1F: 3 clusters Score -1869832 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1870275.875000 Penalty: 4795.085938
	Iteration 2F: 3 clusters Score -1870276 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1870697.250000 Penalty: 4795.085938
	Iteration 3F: 3 clusters Score -1870697 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1871079.250000 Penalty: 4795.085938
	Iteration 4Q: 3 clusters Score -1871079 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1871513.625000 Penalty: 4795.085938
	Iteration 5F: 3 clusters Score -1871514 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1872032.750000 Penalty: 4795.085938
	Iteration 6F: 3 clusters Score -1872033 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1872659.125000 Penalty: 4795.085938
	Iteration 7F: 3 clusters Score -1872659 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1873360.000000 Penalty: 4795.085938
	Iteration 8F: 3 clusters Score -1873360 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1873981.750000 Penalty: 4795.085938
	Iteration 9F: 3 clusters Score -1873982 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1874519.875000 Penalty: 4795.085938
	Iteration 10Q: 3 clusters Score -1874520 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1874897.000000 Penalty: 4795.085938
	Iteration 11Q: 3 clusters Score -1874897 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1875112.250000 Penalty: 4795.085938
	Iteration 12Q: 3 clusters Score -1875112 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1875234.000000 Penalty: 4795.085938
	Iteration 13Q: 3 clusters Score -1875234 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1875297.000000 Penalty: 4795.085938
	Iteration 14Q: 3 clusters Score -1875297 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1875331.000000 Penalty: 4795.085938
	Iteration 15Q: 3 clusters Score -1875331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1875361.250000 Penalty: 4795.085938
	Iteration 16Q: 3 clusters Score -1875361 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1875388.125000 Penalty: 4795.085938
	Iteration 17Q: 3 clusters Score -1875388 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1875413.250000 Penalty: 4795.085938
	Iteration 18Q: 3 clusters Score -1875413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1875429.500000 Penalty: 4795.085938
	Iteration 19Q: 3 clusters Score -1875430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1875438.250000 Penalty: 4795.085938
	Iteration 20F: 3 clusters Score -1875438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1875459.375000 Penalty: 4795.085938
	Iteration 21Q: 3 clusters Score -1875459 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1875481.625000 Penalty: 4795.085938
	Iteration 22Q: 3 clusters Score -1875482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1875494.250000 Penalty: 4795.085938
	Iteration 23Q: 3 clusters Score -1875494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1875507.375000 Penalty: 4795.085938
	Iteration 24Q: 3 clusters Score -1875507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1875521.000000 Penalty: 4795.085938
	Iteration 25Q: 3 clusters Score -1875521 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1875542.500000 Penalty: 4795.085938
	Iteration 26Q: 3 clusters Score -1875542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1875550.125000 Penalty: 4795.085938
	Iteration 27Q: 3 clusters Score -1875550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1875564.375000 Penalty: 4795.085938
	Iteration 28Q: 3 clusters Score -1875564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1875579.250000 Penalty: 4795.085938
	Iteration 29Q: 3 clusters Score -1875579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1875589.500000 Penalty: 4795.085938
	Iteration 30Q: 3 clusters Score -1875590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1875595.875000 Penalty: 4795.085938
	Iteration 31Q: 3 clusters Score -1875596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1875600.750000 Penalty: 4795.085938
	Iteration 32Q: 3 clusters Score -1875601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1875602.750000 Penalty: 4795.085938
	Iteration 33Q: 3 clusters Score -1875603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1875613.750000 Penalty: 4795.085938
	Iteration 34Q: 3 clusters Score -1875614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1875614.250000 Penalty: 4795.085938
	Iteration 35Q: 3 clusters Score -1875614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1875614.625000 Penalty: 4795.085938
	Iteration 36Q: 3 clusters Score -1875615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1875615.875000 Penalty: 4795.085938
	Iteration 37Q: 3 clusters Score -1875616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1875623.500000 Penalty: 4795.085938
	Iteration 38Q: 3 clusters Score -1875624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1875626.250000 Penalty: 4795.085938
	Iteration 39Q: 3 clusters Score -1875626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1875627.750000 Penalty: 4795.085938
	Iteration 40F: 3 clusters Score -1875628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1875630.750000 Penalty: 4795.085938
	Iteration 41Q: 3 clusters Score -1875631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1875632.125000 Penalty: 4795.085938
	Iteration 42Q: 3 clusters Score -1875632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1875633.625000 Penalty: 4795.085938
	Iteration 43Q: 3 clusters Score -1875634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1875633.875000 Penalty: 4795.085938
	Iteration 44Q: 3 clusters Score -1875634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1875633.750000 Penalty: 4795.085938
	Iteration 45Q: 3 clusters Score -1875634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1875632.250000 Penalty: 4795.085938
	Iteration 46Q: 3 clusters Score -1875632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1875632.750000 Penalty: 4795.085938
	Iteration 47Q: 3 clusters Score -1875633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1875635.750000 Penalty: 4795.085938
	Iteration 48Q: 3 clusters Score -1875636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1875640.375000 Penalty: 4795.085938
	Iteration 49Q: 3 clusters Score -1875640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1875644.375000 Penalty: 4795.085938
	Iteration 50Q: 3 clusters Score -1875644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1875646.875000 Penalty: 4795.085938
	Iteration 51Q: 3 clusters Score -1875647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1875645.625000 Penalty: 4795.085938
	Iteration 52Q: 3 clusters Score -1875646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1875650.125000 Penalty: 4795.085938
	Iteration 53Q: 3 clusters Score -1875650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1875649.250000 Penalty: 4795.085938
	Iteration 54Q: 3 clusters Score -1875649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1875649.250000 Penalty: 4795.085938
	Iteration 55Q: 3 clusters Score -1875649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1875650.875000 Penalty: 4795.085938
	Iteration 56Q: 3 clusters Score -1875651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1875652.875000 Penalty: 4795.085938
	Iteration 57Q: 3 clusters Score -1875653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1875652.625000 Penalty: 4795.085938
	Iteration 58Q: 3 clusters Score -1875653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1875650.625000 Penalty: 4795.085938
	Iteration 59Q: 3 clusters Score -1875651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1875651.375000 Penalty: 4795.085938
	Iteration 60F: 3 clusters Score -1875651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1875654.375000 Penalty: 4795.085938
	Iteration 61Q: 3 clusters Score -1875654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1875657.000000 Penalty: 4795.085938
	Iteration 62Q: 3 clusters Score -1875657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1875656.500000 Penalty: 4795.085938
	Iteration 63Q: 3 clusters Score -1875656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1875658.250000 Penalty: 4795.085938
	Iteration 64Q: 3 clusters Score -1875658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1875660.625000 Penalty: 4795.085938
	Iteration 65Q: 3 clusters Score -1875661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1875662.500000 Penalty: 4795.085938
	Iteration 66Q: 3 clusters Score -1875662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1875665.250000 Penalty: 4795.085938
	Iteration 67Q: 3 clusters Score -1875665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1875671.750000 Penalty: 4795.085938
	Iteration 68Q: 3 clusters Score -1875672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1875676.750000 Penalty: 4795.085938
	Iteration 69Q: 3 clusters Score -1875677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1875683.500000 Penalty: 4795.085938
	Iteration 70Q: 3 clusters Score -1875684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1875692.375000 Penalty: 4795.085938
	Iteration 71Q: 3 clusters Score -1875692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1875690.375000 Penalty: 4795.085938
	Iteration 72Q: 3 clusters Score -1875690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1875695.250000 Penalty: 4795.085938
	Iteration 73Q: 3 clusters Score -1875695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1875695.750000 Penalty: 4795.085938
	Iteration 74Q: 3 clusters Score -1875696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1875693.500000 Penalty: 4795.085938
	Iteration 75Q: 3 clusters Score -1875694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1875693.500000 Penalty: 4795.085938
	Iteration 76Q: 3 clusters Score -1875694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1875692.250000 Penalty: 4795.085938
	Iteration 77Q: 3 clusters Score -1875692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1875693.375000 Penalty: 4795.085938
	Iteration 78Q: 3 clusters Score -1875693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1875693.375000 Penalty: 4795.085938
	Iteration 79F: 3 clusters Score -1875693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Entering Unmasked Estep 
Score: -1016381.062500 Penalty: 2244.413574
	Iteration 0F: 2 clusters Score -1016381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1009618.937500 Penalty: 4488.827148
	Iteration 0F: 3 clusters Score -1009619 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1011613.812500 Penalty: 4488.827148
	Iteration 1F: 3 clusters Score -1011614 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1011903.875000 Penalty: 4488.827148
	Iteration 2F: 3 clusters Score -1011904 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1012118.625000 Penalty: 4488.827148
	Iteration 3F: 3 clusters Score -1012119 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1012276.062500 Penalty: 4488.827148
	Iteration 4Q: 3 clusters Score -1012276 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1012404.625000 Penalty: 4488.827148
	Iteration 5Q: 3 clusters Score -1012405 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1012524.500000 Penalty: 4488.827148
	Iteration 6Q: 3 clusters Score -1012524 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1012667.125000 Penalty: 4488.827148
	Iteration 7Q: 3 clusters Score -1012667 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1012843.500000 Penalty: 4488.827148
	Iteration 8Q: 3 clusters Score -1012844 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1013030.187500 Penalty: 4488.827148
	Iteration 9Q: 3 clusters Score -1013030 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1013217.250000 Penalty: 4488.827148
	Iteration 10Q: 3 clusters Score -1013217 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1013409.500000 Penalty: 4488.827148
	Iteration 11Q: 3 clusters Score -1013410 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1013601.187500 Penalty: 4488.827148
	Iteration 12Q: 3 clusters Score -1013601 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1013780.250000 Penalty: 4488.827148
	Iteration 13Q: 3 clusters Score -1013780 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1013950.625000 Penalty: 4488.827148
	Iteration 14Q: 3 clusters Score -1013951 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1014093.875000 Penalty: 4488.827148
	Iteration 15Q: 3 clusters Score -1014094 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1014202.625000 Penalty: 4488.827148
	Iteration 16Q: 3 clusters Score -1014203 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1014330.312500 Penalty: 4488.827148
	Iteration 17Q: 3 clusters Score -1014330 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1014429.312500 Penalty: 4488.827148
	Iteration 18Q: 3 clusters Score -1014429 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1014512.250000 Penalty: 4488.827148
	Iteration 19Q: 3 clusters Score -1014512 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1014570.437500 Penalty: 4488.827148
	Iteration 20F: 3 clusters Score -1014570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1014609.500000 Penalty: 4488.827148
	Iteration 21Q: 3 clusters Score -1014610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1014631.687500 Penalty: 4488.827148
	Iteration 22Q: 3 clusters Score -1014632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1014647.562500 Penalty: 4488.827148
	Iteration 23Q: 3 clusters Score -1014648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1014658.375000 Penalty: 4488.827148
	Iteration 24Q: 3 clusters Score -1014658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1014668.625000 Penalty: 4488.827148
	Iteration 25Q: 3 clusters Score -1014669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1014679.750000 Penalty: 4488.827148
	Iteration 26Q: 3 clusters Score -1014680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1014684.500000 Penalty: 4488.827148
	Iteration 27Q: 3 clusters Score -1014684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1014689.625000 Penalty: 4488.827148
	Iteration 28Q: 3 clusters Score -1014690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1014692.937500 Penalty: 4488.827148
	Iteration 29Q: 3 clusters Score -1014693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1014694.812500 Penalty: 4488.827148
	Iteration 30Q: 3 clusters Score -1014695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1014698.062500 Penalty: 4488.827148
	Iteration 31Q: 3 clusters Score -1014698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1014698.500000 Penalty: 4488.827148
	Iteration 32Q: 3 clusters Score -1014698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1014700.562500 Penalty: 4488.827148
	Iteration 33Q: 3 clusters Score -1014701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1014702.875000 Penalty: 4488.827148
	Iteration 34Q: 3 clusters Score -1014703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1014702.250000 Penalty: 4488.827148
	Iteration 35Q: 3 clusters Score -1014702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1014702.250000 Penalty: 4488.827148
	Iteration 36F: 3 clusters Score -1014702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (56902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Entering Unmasked Estep 
Score: -6753255.500000 Penalty: 2715.373291
	Iteration 0F: 2 clusters Score -6753256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -6715123.500000 Penalty: 5430.746582
	Iteration 0F: 3 clusters Score -6715124 nChanged 26387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -6729598.500000 Penalty: 5430.746582
	Iteration 1F: 3 clusters Score -6729598 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -6730282.500000 Penalty: 5430.746582
	Iteration 2Q: 3 clusters Score -6730282 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -6730972.000000 Penalty: 5430.746582
	Iteration 3Q: 3 clusters Score -6730972 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -6731842.500000 Penalty: 5430.746582
	Iteration 4Q: 3 clusters Score -6731842 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -6733066.500000 Penalty: 5430.746582
	Iteration 5Q: 3 clusters Score -6733066 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -6734820.500000 Penalty: 5430.746582
	Iteration 6F: 3 clusters Score -6734820 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -6737392.500000 Penalty: 5430.746582
	Iteration 7F: 3 clusters Score -6737392 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -6740855.000000 Penalty: 5430.746582
	Iteration 8F: 3 clusters Score -6740855 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -6744654.500000 Penalty: 5430.746582
	Iteration 9F: 3 clusters Score -6744654 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -6747824.500000 Penalty: 5430.746582
	Iteration 10F: 3 clusters Score -6747824 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6749702.500000 Penalty: 5430.746582
	Iteration 11Q: 3 clusters Score -6749702 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6750497.500000 Penalty: 5430.746582
	Iteration 12Q: 3 clusters Score -6750498 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6750856.000000 Penalty: 5430.746582
	Iteration 13Q: 3 clusters Score -6750856 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6751002.500000 Penalty: 5430.746582
	Iteration 14Q: 3 clusters Score -6751002 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6751075.000000 Penalty: 5430.746582
	Iteration 15Q: 3 clusters Score -6751075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6751105.000000 Penalty: 5430.746582
	Iteration 16Q: 3 clusters Score -6751105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6751138.000000 Penalty: 5430.746582
	Iteration 17Q: 3 clusters Score -6751138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6751152.500000 Penalty: 5430.746582
	Iteration 18Q: 3 clusters Score -6751152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6751161.500000 Penalty: 5430.746582
	Iteration 19Q: 3 clusters Score -6751162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6751162.500000 Penalty: 5430.746582
	Iteration 20F: 3 clusters Score -6751162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6751173.000000 Penalty: 5430.746582
	Iteration 21Q: 3 clusters Score -6751173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6751174.500000 Penalty: 5430.746582
	Iteration 22Q: 3 clusters Score -6751174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6751185.000000 Penalty: 5430.746582
	Iteration 23Q: 3 clusters Score -6751185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6751193.500000 Penalty: 5430.746582
	Iteration 24Q: 3 clusters Score -6751194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6751195.500000 Penalty: 5430.746582
	Iteration 25Q: 3 clusters Score -6751196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6751198.500000 Penalty: 5430.746582
	Iteration 26Q: 3 clusters Score -6751198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6751201.000000 Penalty: 5430.746582
	Iteration 27Q: 3 clusters Score -6751201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6751205.500000 Penalty: 5430.746582
	Iteration 28Q: 3 clusters Score -6751206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6751204.500000 Penalty: 5430.746582
	Iteration 29Q: 3 clusters Score -6751204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6751198.500000 Penalty: 5430.746582
	Iteration 30Q: 3 clusters Score -6751198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6751205.000000 Penalty: 5430.746582
	Iteration 31Q: 3 clusters Score -6751205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6751204.500000 Penalty: 5430.746582
	Iteration 32Q: 3 clusters Score -6751204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6751204.500000 Penalty: 5430.746582
	Iteration 33F: 3 clusters Score -6751204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Entering Unmasked Estep 
Score: -1864977.625000 Penalty: 2393.570557
	Iteration 0F: 2 clusters Score -1864978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1853823.625000 Penalty: 4787.141113
	Iteration 0F: 3 clusters Score -1853824 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1857297.750000 Penalty: 4787.141113
	Iteration 1F: 3 clusters Score -1857298 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1857679.375000 Penalty: 4787.141113
	Iteration 2F: 3 clusters Score -1857679 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1857974.750000 Penalty: 4787.141113
	Iteration 3Q: 3 clusters Score -1857975 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1858262.375000 Penalty: 4787.141113
	Iteration 4Q: 3 clusters Score -1858262 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1858558.000000 Penalty: 4787.141113
	Iteration 5Q: 3 clusters Score -1858558 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1858965.875000 Penalty: 4787.141113
	Iteration 6Q: 3 clusters Score -1858966 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1859472.500000 Penalty: 4787.141113
	Iteration 7F: 3 clusters Score -1859472 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1860068.250000 Penalty: 4787.141113
	Iteration 8F: 3 clusters Score -1860068 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1860733.000000 Penalty: 4787.141113
	Iteration 9F: 3 clusters Score -1860733 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1861421.250000 Penalty: 4787.141113
	Iteration 10F: 3 clusters Score -1861421 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1861963.000000 Penalty: 4787.141113
	Iteration 11Q: 3 clusters Score -1861963 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1862339.125000 Penalty: 4787.141113
	Iteration 12Q: 3 clusters Score -1862339 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1862596.000000 Penalty: 4787.141113
	Iteration 13Q: 3 clusters Score -1862596 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1862756.750000 Penalty: 4787.141113
	Iteration 14Q: 3 clusters Score -1862757 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1862857.125000 Penalty: 4787.141113
	Iteration 15Q: 3 clusters Score -1862857 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1862923.125000 Penalty: 4787.141113
	Iteration 16Q: 3 clusters Score -1862923 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1862964.500000 Penalty: 4787.141113
	Iteration 17Q: 3 clusters Score -1862964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1862986.875000 Penalty: 4787.141113
	Iteration 18Q: 3 clusters Score -1862987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1863006.125000 Penalty: 4787.141113
	Iteration 19Q: 3 clusters Score -1863006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1863020.500000 Penalty: 4787.141113
	Iteration 20F: 3 clusters Score -1863020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1863033.750000 Penalty: 4787.141113
	Iteration 21Q: 3 clusters Score -1863034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1863042.000000 Penalty: 4787.141113
	Iteration 22Q: 3 clusters Score -1863042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1863047.125000 Penalty: 4787.141113
	Iteration 23Q: 3 clusters Score -1863047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1863055.625000 Penalty: 4787.141113
	Iteration 24Q: 3 clusters Score -1863056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1863059.875000 Penalty: 4787.141113
	Iteration 25Q: 3 clusters Score -1863060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1863059.750000 Penalty: 4787.141113
	Iteration 26Q: 3 clusters Score -1863060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1863058.125000 Penalty: 4787.141113
	Iteration 27Q: 3 clusters Score -1863058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1863061.375000 Penalty: 4787.141113
	Iteration 28Q: 3 clusters Score -1863061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1863063.500000 Penalty: 4787.141113
	Iteration 29Q: 3 clusters Score -1863064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1863065.125000 Penalty: 4787.141113
	Iteration 30Q: 3 clusters Score -1863065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1863065.125000 Penalty: 4787.141113
	Iteration 31F: 3 clusters Score -1863065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Entering Unmasked Estep 
Score: -4770833.000000 Penalty: 2636.885986
	Iteration 0F: 2 clusters Score -4770833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -4742891.000000 Penalty: 5273.771973
	Iteration 0F: 3 clusters Score -4742891 nChanged 18909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -4753435.000000 Penalty: 5273.771973
	Iteration 1F: 3 clusters Score -4753435 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4754255.000000 Penalty: 5273.771973
	Iteration 2Q: 3 clusters Score -4754255 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -4755416.000000 Penalty: 5273.771973
	Iteration 3F: 3 clusters Score -4755416 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -4756693.500000 Penalty: 5273.771973
	Iteration 4F: 3 clusters Score -4756694 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -4758158.500000 Penalty: 5273.771973
	Iteration 5F: 3 clusters Score -4758158 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -4759846.000000 Penalty: 5273.771973
	Iteration 6F: 3 clusters Score -4759846 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -4761763.500000 Penalty: 5273.771973
	Iteration 7F: 3 clusters Score -4761764 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -4763723.000000 Penalty: 5273.771973
	Iteration 8F: 3 clusters Score -4763723 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -4765537.500000 Penalty: 5273.771973
	Iteration 9F: 3 clusters Score -4765538 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -4767076.500000 Penalty: 5273.771973
	Iteration 10Q: 3 clusters Score -4767076 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -4768317.500000 Penalty: 5273.771973
	Iteration 11Q: 3 clusters Score -4768318 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -4769044.000000 Penalty: 5273.771973
	Iteration 12Q: 3 clusters Score -4769044 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -4769416.500000 Penalty: 5273.771973
	Iteration 13Q: 3 clusters Score -4769416 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -4769669.000000 Penalty: 5273.771973
	Iteration 14Q: 3 clusters Score -4769669 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -4769829.500000 Penalty: 5273.771973
	Iteration 15Q: 3 clusters Score -4769830 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -4769958.500000 Penalty: 5273.771973
	Iteration 16Q: 3 clusters Score -4769958 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -4770054.500000 Penalty: 5273.771973
	Iteration 17Q: 3 clusters Score -4770054 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -4770119.000000 Penalty: 5273.771973
	Iteration 18Q: 3 clusters Score -4770119 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -4770169.000000 Penalty: 5273.771973
	Iteration 19Q: 3 clusters Score -4770169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -4770187.000000 Penalty: 5273.771973
	Iteration 20F: 3 clusters Score -4770187 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -4770192.000000 Penalty: 5273.771973
	Iteration 21Q: 3 clusters Score -4770192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -4770198.000000 Penalty: 5273.771973
	Iteration 22Q: 3 clusters Score -4770198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -4770208.000000 Penalty: 5273.771973
	Iteration 23Q: 3 clusters Score -4770208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -4770210.500000 Penalty: 5273.771973
	Iteration 24Q: 3 clusters Score -4770210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -4770207.500000 Penalty: 5273.771973
	Iteration 25Q: 3 clusters Score -4770208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -4770208.000000 Penalty: 5273.771973
	Iteration 26Q: 3 clusters Score -4770208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -4770206.500000 Penalty: 5273.771973
	Iteration 27Q: 3 clusters Score -4770206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -4770206.500000 Penalty: 5273.771973
	Iteration 28Q: 3 clusters Score -4770206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -4770214.500000 Penalty: 5273.771973
	Iteration 29Q: 3 clusters Score -4770214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -4770217.500000 Penalty: 5273.771973
	Iteration 30Q: 3 clusters Score -4770218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -4770225.500000 Penalty: 5273.771973
	Iteration 31Q: 3 clusters Score -4770226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -4770222.000000 Penalty: 5273.771973
	Iteration 32Q: 3 clusters Score -4770222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -4770229.000000 Penalty: 5273.771973
	Iteration 33Q: 3 clusters Score -4770229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -4770232.000000 Penalty: 5273.771973
	Iteration 34Q: 3 clusters Score -4770232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -4770230.500000 Penalty: 5273.771973
	Iteration 35Q: 3 clusters Score -4770230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -4770230.500000 Penalty: 5273.771973
	Iteration 36Q: 3 clusters Score -4770230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -4770228.500000 Penalty: 5273.771973
	Iteration 37Q: 3 clusters Score -4770228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -4770234.500000 Penalty: 5273.771973
	Iteration 38Q: 3 clusters Score -4770234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -4770229.000000 Penalty: 5273.771973
	Iteration 39Q: 3 clusters Score -4770229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -4770229.000000 Penalty: 5273.771973
	Iteration 40F: 3 clusters Score -4770229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Entering Unmasked Estep 
Score: -1290122.375000 Penalty: 2309.083008
	Iteration 0F: 2 clusters Score -1290122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1281741.750000 Penalty: 4618.166016
	Iteration 0F: 3 clusters Score -1281742 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1284334.875000 Penalty: 4618.166016
	Iteration 1F: 3 clusters Score -1284335 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1284706.625000 Penalty: 4618.166016
	Iteration 2F: 3 clusters Score -1284707 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1284966.875000 Penalty: 4618.166016
	Iteration 3F: 3 clusters Score -1284967 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1285178.000000 Penalty: 4618.166016
	Iteration 4Q: 3 clusters Score -1285178 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1285361.500000 Penalty: 4618.166016
	Iteration 5Q: 3 clusters Score -1285362 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1285518.375000 Penalty: 4618.166016
	Iteration 6Q: 3 clusters Score -1285518 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1285643.750000 Penalty: 4618.166016
	Iteration 7Q: 3 clusters Score -1285644 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1285762.875000 Penalty: 4618.166016
	Iteration 8Q: 3 clusters Score -1285763 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1285863.875000 Penalty: 4618.166016
	Iteration 9Q: 3 clusters Score -1285864 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1285955.875000 Penalty: 4618.166016
	Iteration 10Q: 3 clusters Score -1285956 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1286046.250000 Penalty: 4618.166016
	Iteration 11Q: 3 clusters Score -1286046 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1286136.875000 Penalty: 4618.166016
	Iteration 12Q: 3 clusters Score -1286137 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1286243.750000 Penalty: 4618.166016
	Iteration 13Q: 3 clusters Score -1286244 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1286352.875000 Penalty: 4618.166016
	Iteration 14Q: 3 clusters Score -1286353 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1286464.375000 Penalty: 4618.166016
	Iteration 15Q: 3 clusters Score -1286464 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1286570.500000 Penalty: 4618.166016
	Iteration 16Q: 3 clusters Score -1286570 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1286710.875000 Penalty: 4618.166016
	Iteration 17Q: 3 clusters Score -1286711 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1286870.750000 Penalty: 4618.166016
	Iteration 18Q: 3 clusters Score -1286871 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1287032.500000 Penalty: 4618.166016
	Iteration 19Q: 3 clusters Score -1287032 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1287178.625000 Penalty: 4618.166016
	Iteration 20F: 3 clusters Score -1287179 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1287303.000000 Penalty: 4618.166016
	Iteration 21Q: 3 clusters Score -1287303 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1287421.000000 Penalty: 4618.166016
	Iteration 22Q: 3 clusters Score -1287421 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1287546.000000 Penalty: 4618.166016
	Iteration 23Q: 3 clusters Score -1287546 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1287664.125000 Penalty: 4618.166016
	Iteration 24Q: 3 clusters Score -1287664 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1287814.000000 Penalty: 4618.166016
	Iteration 25Q: 3 clusters Score -1287814 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1288012.500000 Penalty: 4618.166016
	Iteration 26Q: 3 clusters Score -1288012 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1288208.875000 Penalty: 4618.166016
	Iteration 27Q: 3 clusters Score -1288209 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1288372.250000 Penalty: 4618.166016
	Iteration 28Q: 3 clusters Score -1288372 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1288471.625000 Penalty: 4618.166016
	Iteration 29Q: 3 clusters Score -1288472 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1288522.750000 Penalty: 4618.166016
	Iteration 30Q: 3 clusters Score -1288523 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1288553.625000 Penalty: 4618.166016
	Iteration 31Q: 3 clusters Score -1288554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1288577.000000 Penalty: 4618.166016
	Iteration 32Q: 3 clusters Score -1288577 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1288589.125000 Penalty: 4618.166016
	Iteration 33Q: 3 clusters Score -1288589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1288597.250000 Penalty: 4618.166016
	Iteration 34Q: 3 clusters Score -1288597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1288601.500000 Penalty: 4618.166016
	Iteration 35Q: 3 clusters Score -1288602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1288601.000000 Penalty: 4618.166016
	Iteration 36Q: 3 clusters Score -1288601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1288605.750000 Penalty: 4618.166016
	Iteration 37Q: 3 clusters Score -1288606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1288609.125000 Penalty: 4618.166016
	Iteration 38Q: 3 clusters Score -1288609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1288609.125000 Penalty: 4618.166016
	Iteration 39Q: 3 clusters Score -1288609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1288617.375000 Penalty: 4618.166016
	Iteration 40F: 3 clusters Score -1288617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1288618.250000 Penalty: 4618.166016
	Iteration 41Q: 3 clusters Score -1288618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1288623.500000 Penalty: 4618.166016
	Iteration 42Q: 3 clusters Score -1288624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1288626.500000 Penalty: 4618.166016
	Iteration 43Q: 3 clusters Score -1288626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1288628.250000 Penalty: 4618.166016
	Iteration 44Q: 3 clusters Score -1288628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1288626.250000 Penalty: 4618.166016
	Iteration 45Q: 3 clusters Score -1288626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1288623.750000 Penalty: 4618.166016
	Iteration 46Q: 3 clusters Score -1288624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1288624.875000 Penalty: 4618.166016
	Iteration 47Q: 3 clusters Score -1288625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1288624.875000 Penalty: 4618.166016
	Iteration 48F: 3 clusters Score -1288625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (137982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137982 members 
Entering Unmasked Estep 
Score: -16561906.000000 Penalty: 2935.050049
	Iteration 0F: 2 clusters Score -1.656191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69095 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -16469481.000000 Penalty: 5870.100098
	Iteration 0F: 3 clusters Score -1.646948e+07 nChanged 65762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -16506994.000000 Penalty: 5870.100098
	Iteration 1F: 3 clusters Score -1.650699e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70757 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -16507669.000000 Penalty: 5870.100098
	Iteration 2Q: 3 clusters Score -1.650767e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71676 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -16508552.000000 Penalty: 5870.100098
	Iteration 3Q: 3 clusters Score -1.650855e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -16509340.000000 Penalty: 5870.100098
	Iteration 4Q: 3 clusters Score -1.650934e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -16510396.000000 Penalty: 5870.100098
	Iteration 5Q: 3 clusters Score -1.65104e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -16512019.000000 Penalty: 5870.100098
	Iteration 6Q: 3 clusters Score -1.651202e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83427 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -16514443.000000 Penalty: 5870.100098
	Iteration 7Q: 3 clusters Score -1.651444e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90344 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -16518789.000000 Penalty: 5870.100098
	Iteration 8F: 3 clusters Score -1.651879e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99491 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -16525586.000000 Penalty: 5870.100098
	Iteration 9F: 3 clusters Score -1.652559e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110046 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -16534720.000000 Penalty: 5870.100098
	Iteration 10F: 3 clusters Score -1.653472e+07 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119926 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -16543694.000000 Penalty: 5870.100098
	Iteration 11F: 3 clusters Score -1.654369e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127297 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -16550490.000000 Penalty: 5870.100098
	Iteration 12F: 3 clusters Score -1.655049e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131955 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -16554748.000000 Penalty: 5870.100098
	Iteration 13Q: 3 clusters Score -1.655475e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134573 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -16557023.000000 Penalty: 5870.100098
	Iteration 14Q: 3 clusters Score -1.655702e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135846 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -16558130.000000 Penalty: 5870.100098
	Iteration 15Q: 3 clusters Score -1.655813e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136486 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -16558679.000000 Penalty: 5870.100098
	Iteration 16Q: 3 clusters Score -1.655868e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136812 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -16558919.000000 Penalty: 5870.100098
	Iteration 17Q: 3 clusters Score -1.655892e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136977 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16559061.000000 Penalty: 5870.100098
	Iteration 18Q: 3 clusters Score -1.655906e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137085 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -16559150.000000 Penalty: 5870.100098
	Iteration 19Q: 3 clusters Score -1.655915e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137153 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -16559199.000000 Penalty: 5870.100098
	Iteration 20F: 3 clusters Score -1.65592e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137193 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16559221.000000 Penalty: 5870.100098
	Iteration 21Q: 3 clusters Score -1.655922e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137220 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -16559246.000000 Penalty: 5870.100098
	Iteration 22Q: 3 clusters Score -1.655925e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137236 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -16559275.000000 Penalty: 5870.100098
	Iteration 23Q: 3 clusters Score -1.655928e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137260 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -16559310.000000 Penalty: 5870.100098
	Iteration 24Q: 3 clusters Score -1.655931e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137285 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16559338.000000 Penalty: 5870.100098
	Iteration 25Q: 3 clusters Score -1.655934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137307 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -16559364.000000 Penalty: 5870.100098
	Iteration 26Q: 3 clusters Score -1.655936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137327 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -16559387.000000 Penalty: 5870.100098
	Iteration 27Q: 3 clusters Score -1.655939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137343 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -16559408.000000 Penalty: 5870.100098
	Iteration 28Q: 3 clusters Score -1.655941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137354 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -16559414.000000 Penalty: 5870.100098
	Iteration 29Q: 3 clusters Score -1.655941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137369 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -16559434.000000 Penalty: 5870.100098
	Iteration 30Q: 3 clusters Score -1.655943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137380 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -16559438.000000 Penalty: 5870.100098
	Iteration 31Q: 3 clusters Score -1.655944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137390 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -16559437.000000 Penalty: 5870.100098
	Iteration 32Q: 3 clusters Score -1.655944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137404 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -16559430.000000 Penalty: 5870.100098
	Iteration 33Q: 3 clusters Score -1.655943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137411 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16559434.000000 Penalty: 5870.100098
	Iteration 34Q: 3 clusters Score -1.655943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137412 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -16559440.000000 Penalty: 5870.100098
	Iteration 35Q: 3 clusters Score -1.655944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137415 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -16559457.000000 Penalty: 5870.100098
	Iteration 36Q: 3 clusters Score -1.655946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137416 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -16559464.000000 Penalty: 5870.100098
	Iteration 37Q: 3 clusters Score -1.655946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137420 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -16559454.000000 Penalty: 5870.100098
	Iteration 38Q: 3 clusters Score -1.655945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137422 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -16559467.000000 Penalty: 5870.100098
	Iteration 39Q: 3 clusters Score -1.655947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137425 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -16559482.000000 Penalty: 5870.100098
	Iteration 40F: 3 clusters Score -1.655948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137429 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -16559480.000000 Penalty: 5870.100098
	Iteration 41Q: 3 clusters Score -1.655948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137429 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -16559473.000000 Penalty: 5870.100098
	Iteration 42Q: 3 clusters Score -1.655947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137428 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16559479.000000 Penalty: 5870.100098
	Iteration 43Q: 3 clusters Score -1.655948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137428 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16559475.000000 Penalty: 5870.100098
	Iteration 44Q: 3 clusters Score -1.655948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137428 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16559475.000000 Penalty: 5870.100098
	Iteration 45F: 3 clusters Score -1.655948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -80564.523438 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -80564.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -78869.671875 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -78869.67 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -79233.617188 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -79233.62 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79371.593750 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -79371.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79490.187500 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -79490.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -79554.375000 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -79554.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79593.960938 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -79593.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -79618.242188 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -79618.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -79630.867188 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -79630.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -79647.164062 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -79647.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -79674.242188 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -79674.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -79692.921875 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -79692.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79704.117188 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -79704.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -79712.570312 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -79712.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -79715.273438 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -79715.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79718.812500 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -79718.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79718.812500 Penalty: 3347.384766
	Iteration 15F: 3 clusters Score -79718.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Entering Unmasked Estep 
Score: -1027246.812500 Penalty: 2254.398682
	Iteration 0F: 2 clusters Score -1027247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1020243.375000 Penalty: 4508.797363
	Iteration 0F: 3 clusters Score -1020243 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1022282.750000 Penalty: 4508.797363
	Iteration 1F: 3 clusters Score -1022283 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1022679.500000 Penalty: 4508.797363
	Iteration 2F: 3 clusters Score -1022680 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1023073.250000 Penalty: 4508.797363
	Iteration 3F: 3 clusters Score -1023073 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1023416.437500 Penalty: 4508.797363
	Iteration 4F: 3 clusters Score -1023416 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1023666.000000 Penalty: 4508.797363
	Iteration 5F: 3 clusters Score -1023666 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1023873.875000 Penalty: 4508.797363
	Iteration 6Q: 3 clusters Score -1023874 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1024097.937500 Penalty: 4508.797363
	Iteration 7Q: 3 clusters Score -1024098 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1024307.750000 Penalty: 4508.797363
	Iteration 8Q: 3 clusters Score -1024308 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1024503.062500 Penalty: 4508.797363
	Iteration 9Q: 3 clusters Score -1024503 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1024694.000000 Penalty: 4508.797363
	Iteration 10Q: 3 clusters Score -1024694 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1024880.125000 Penalty: 4508.797363
	Iteration 11Q: 3 clusters Score -1024880 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1025038.437500 Penalty: 4508.797363
	Iteration 12Q: 3 clusters Score -1025038 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1025198.125000 Penalty: 4508.797363
	Iteration 13Q: 3 clusters Score -1025198 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1025376.125000 Penalty: 4508.797363
	Iteration 14Q: 3 clusters Score -1025376 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1025558.375000 Penalty: 4508.797363
	Iteration 15Q: 3 clusters Score -1025558 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1025720.125000 Penalty: 4508.797363
	Iteration 16Q: 3 clusters Score -1025720 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1025856.812500 Penalty: 4508.797363
	Iteration 17Q: 3 clusters Score -1025857 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1025957.125000 Penalty: 4508.797363
	Iteration 18Q: 3 clusters Score -1025957 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1026030.500000 Penalty: 4508.797363
	Iteration 19Q: 3 clusters Score -1026030 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1026088.125000 Penalty: 4508.797363
	Iteration 20F: 3 clusters Score -1026088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1026123.562500 Penalty: 4508.797363
	Iteration 21Q: 3 clusters Score -1026124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1026142.562500 Penalty: 4508.797363
	Iteration 22Q: 3 clusters Score -1026143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1026159.375000 Penalty: 4508.797363
	Iteration 23Q: 3 clusters Score -1026159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1026168.687500 Penalty: 4508.797363
	Iteration 24Q: 3 clusters Score -1026169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1026183.437500 Penalty: 4508.797363
	Iteration 25Q: 3 clusters Score -1026183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1026190.437500 Penalty: 4508.797363
	Iteration 26Q: 3 clusters Score -1026190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1026197.875000 Penalty: 4508.797363
	Iteration 27Q: 3 clusters Score -1026198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1026202.500000 Penalty: 4508.797363
	Iteration 28Q: 3 clusters Score -1026202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1026205.687500 Penalty: 4508.797363
	Iteration 29Q: 3 clusters Score -1026206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1026210.250000 Penalty: 4508.797363
	Iteration 30Q: 3 clusters Score -1026210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1026209.562500 Penalty: 4508.797363
	Iteration 31Q: 3 clusters Score -1026210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1026209.562500 Penalty: 4508.797363
	Iteration 32F: 3 clusters Score -1026210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Entering Unmasked Estep 
Score: -719925.062500 Penalty: 2160.192871
	Iteration 0F: 2 clusters Score -719925.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -714723.437500 Penalty: 4320.385742
	Iteration 0F: 3 clusters Score -714723.4 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -716027.750000 Penalty: 4320.385742
	Iteration 1F: 3 clusters Score -716027.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -716260.000000 Penalty: 4320.385742
	Iteration 2F: 3 clusters Score -716260 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -716407.500000 Penalty: 4320.385742
	Iteration 3F: 3 clusters Score -716407.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -716499.062500 Penalty: 4320.385742
	Iteration 4Q: 3 clusters Score -716499.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -716568.687500 Penalty: 4320.385742
	Iteration 5Q: 3 clusters Score -716568.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -716617.312500 Penalty: 4320.385742
	Iteration 6Q: 3 clusters Score -716617.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -716657.375000 Penalty: 4320.385742
	Iteration 7Q: 3 clusters Score -716657.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -716696.437500 Penalty: 4320.385742
	Iteration 8Q: 3 clusters Score -716696.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -716723.812500 Penalty: 4320.385742
	Iteration 9Q: 3 clusters Score -716723.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -716755.687500 Penalty: 4320.385742
	Iteration 10Q: 3 clusters Score -716755.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -716798.187500 Penalty: 4320.385742
	Iteration 11Q: 3 clusters Score -716798.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -716842.000000 Penalty: 4320.385742
	Iteration 12Q: 3 clusters Score -716842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -716874.812500 Penalty: 4320.385742
	Iteration 13Q: 3 clusters Score -716874.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -716913.000000 Penalty: 4320.385742
	Iteration 14Q: 3 clusters Score -716913 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -716945.250000 Penalty: 4320.385742
	Iteration 15Q: 3 clusters Score -716945.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -716986.000000 Penalty: 4320.385742
	Iteration 16Q: 3 clusters Score -716986 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -717026.250000 Penalty: 4320.385742
	Iteration 17Q: 3 clusters Score -717026.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -717064.187500 Penalty: 4320.385742
	Iteration 18Q: 3 clusters Score -717064.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -717104.437500 Penalty: 4320.385742
	Iteration 19Q: 3 clusters Score -717104.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -717149.687500 Penalty: 4320.385742
	Iteration 20F: 3 clusters Score -717149.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -717207.937500 Penalty: 4320.385742
	Iteration 21Q: 3 clusters Score -717207.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -717286.250000 Penalty: 4320.385742
	Iteration 22Q: 3 clusters Score -717286.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -717369.062500 Penalty: 4320.385742
	Iteration 23Q: 3 clusters Score -717369.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -717451.687500 Penalty: 4320.385742
	Iteration 24Q: 3 clusters Score -717451.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -717525.625000 Penalty: 4320.385742
	Iteration 25Q: 3 clusters Score -717525.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -717601.750000 Penalty: 4320.385742
	Iteration 26Q: 3 clusters Score -717601.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -717683.125000 Penalty: 4320.385742
	Iteration 27Q: 3 clusters Score -717683.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -717760.937500 Penalty: 4320.385742
	Iteration 28Q: 3 clusters Score -717760.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -717823.437500 Penalty: 4320.385742
	Iteration 29Q: 3 clusters Score -717823.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -717870.000000 Penalty: 4320.385742
	Iteration 30Q: 3 clusters Score -717870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -717918.000000 Penalty: 4320.385742
	Iteration 31Q: 3 clusters Score -717918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -717960.812500 Penalty: 4320.385742
	Iteration 32Q: 3 clusters Score -717960.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -717993.625000 Penalty: 4320.385742
	Iteration 33Q: 3 clusters Score -717993.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -718011.312500 Penalty: 4320.385742
	Iteration 34Q: 3 clusters Score -718011.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -718027.125000 Penalty: 4320.385742
	Iteration 35Q: 3 clusters Score -718027.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -718042.187500 Penalty: 4320.385742
	Iteration 36Q: 3 clusters Score -718042.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -718060.187500 Penalty: 4320.385742
	Iteration 37Q: 3 clusters Score -718060.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -718072.250000 Penalty: 4320.385742
	Iteration 38Q: 3 clusters Score -718072.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -718082.125000 Penalty: 4320.385742
	Iteration 39Q: 3 clusters Score -718082.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -718090.062500 Penalty: 4320.385742
	Iteration 40F: 3 clusters Score -718090.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -718095.250000 Penalty: 4320.385742
	Iteration 41Q: 3 clusters Score -718095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -718099.500000 Penalty: 4320.385742
	Iteration 42Q: 3 clusters Score -718099.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -718099.812500 Penalty: 4320.385742
	Iteration 43Q: 3 clusters Score -718099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -718101.750000 Penalty: 4320.385742
	Iteration 44Q: 3 clusters Score -718101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -718103.187500 Penalty: 4320.385742
	Iteration 45Q: 3 clusters Score -718103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -718103.250000 Penalty: 4320.385742
	Iteration 46Q: 3 clusters Score -718103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -718103.437500 Penalty: 4320.385742
	Iteration 47Q: 3 clusters Score -718103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -718102.937500 Penalty: 4320.385742
	Iteration 48Q: 3 clusters Score -718102.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -718104.625000 Penalty: 4320.385742
	Iteration 49Q: 3 clusters Score -718104.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -718104.625000 Penalty: 4320.385742
	Iteration 50F: 3 clusters Score -718104.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -513475.687500 Penalty: 2077.156006
	Iteration 0F: 2 clusters Score -513475.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -509396.812500 Penalty: 4154.312012
	Iteration 0F: 3 clusters Score -509396.8 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -510303.093750 Penalty: 4154.312012
	Iteration 1F: 3 clusters Score -510303.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -510518.875000 Penalty: 4154.312012
	Iteration 2F: 3 clusters Score -510518.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -510677.687500 Penalty: 4154.312012
	Iteration 3F: 3 clusters Score -510677.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -510794.531250 Penalty: 4154.312012
	Iteration 4Q: 3 clusters Score -510794.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -510878.312500 Penalty: 4154.312012
	Iteration 5Q: 3 clusters Score -510878.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -510939.218750 Penalty: 4154.312012
	Iteration 6Q: 3 clusters Score -510939.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -510996.125000 Penalty: 4154.312012
	Iteration 7Q: 3 clusters Score -510996.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -511064.218750 Penalty: 4154.312012
	Iteration 8Q: 3 clusters Score -511064.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -511124.375000 Penalty: 4154.312012
	Iteration 9Q: 3 clusters Score -511124.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -511163.531250 Penalty: 4154.312012
	Iteration 10Q: 3 clusters Score -511163.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -511204.375000 Penalty: 4154.312012
	Iteration 11Q: 3 clusters Score -511204.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -511246.312500 Penalty: 4154.312012
	Iteration 12Q: 3 clusters Score -511246.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -511283.000000 Penalty: 4154.312012
	Iteration 13Q: 3 clusters Score -511283 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -511318.218750 Penalty: 4154.312012
	Iteration 14Q: 3 clusters Score -511318.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -511344.875000 Penalty: 4154.312012
	Iteration 15Q: 3 clusters Score -511344.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -511375.625000 Penalty: 4154.312012
	Iteration 16Q: 3 clusters Score -511375.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -511396.031250 Penalty: 4154.312012
	Iteration 17Q: 3 clusters Score -511396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -511406.093750 Penalty: 4154.312012
	Iteration 18Q: 3 clusters Score -511406.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -511417.250000 Penalty: 4154.312012
	Iteration 19Q: 3 clusters Score -511417.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -511427.343750 Penalty: 4154.312012
	Iteration 20F: 3 clusters Score -511427.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -511446.875000 Penalty: 4154.312012
	Iteration 21Q: 3 clusters Score -511446.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -511466.718750 Penalty: 4154.312012
	Iteration 22Q: 3 clusters Score -511466.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -511487.406250 Penalty: 4154.312012
	Iteration 23Q: 3 clusters Score -511487.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -511508.875000 Penalty: 4154.312012
	Iteration 24Q: 3 clusters Score -511508.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -511530.375000 Penalty: 4154.312012
	Iteration 25Q: 3 clusters Score -511530.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -511548.437500 Penalty: 4154.312012
	Iteration 26Q: 3 clusters Score -511548.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -511566.000000 Penalty: 4154.312012
	Iteration 27Q: 3 clusters Score -511566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -511587.906250 Penalty: 4154.312012
	Iteration 28Q: 3 clusters Score -511587.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -511608.406250 Penalty: 4154.312012
	Iteration 29Q: 3 clusters Score -511608.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -511624.718750 Penalty: 4154.312012
	Iteration 30Q: 3 clusters Score -511624.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -511650.562500 Penalty: 4154.312012
	Iteration 31Q: 3 clusters Score -511650.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -511667.531250 Penalty: 4154.312012
	Iteration 32Q: 3 clusters Score -511667.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -511678.875000 Penalty: 4154.312012
	Iteration 33Q: 3 clusters Score -511678.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -511692.406250 Penalty: 4154.312012
	Iteration 34Q: 3 clusters Score -511692.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -511711.375000 Penalty: 4154.312012
	Iteration 35Q: 3 clusters Score -511711.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -511727.468750 Penalty: 4154.312012
	Iteration 36Q: 3 clusters Score -511727.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -511740.281250 Penalty: 4154.312012
	Iteration 37Q: 3 clusters Score -511740.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -511749.406250 Penalty: 4154.312012
	Iteration 38Q: 3 clusters Score -511749.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -511755.812500 Penalty: 4154.312012
	Iteration 39Q: 3 clusters Score -511755.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -511762.000000 Penalty: 4154.312012
	Iteration 40F: 3 clusters Score -511762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -511765.687500 Penalty: 4154.312012
	Iteration 41Q: 3 clusters Score -511765.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -511765.875000 Penalty: 4154.312012
	Iteration 42Q: 3 clusters Score -511765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -511766.812500 Penalty: 4154.312012
	Iteration 43Q: 3 clusters Score -511766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -511767.312500 Penalty: 4154.312012
	Iteration 44Q: 3 clusters Score -511767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -511767.312500 Penalty: 4154.312012
	Iteration 45F: 3 clusters Score -511767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216481 members 
Mstep: Class 2 contains 23876 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7153 members 
Mstep: Class 6 contains 32185 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143956 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173725 members 
Mstep: Class 11 contains 156174 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40042 members 
Mstep: Class 15 contains 94718 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44203 members 
Mstep: Class 18 contains 38111 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15796 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56902 members 
Mstep: Class 23 contains 15545 members 
Mstep: Class 24 contains 41465 members 
Mstep: Class 25 contains 11057 members 
Mstep: Class 26 contains 137982 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6066 members 
Mstep: Class 30 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079728.000000 Penalty: 104997.734375
Iteration 159Q: 31 clusters Score -1.560797e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216473 members 
Mstep: Class 2 contains 23876 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7153 members 
Mstep: Class 6 contains 32184 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143961 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173720 members 
Mstep: Class 11 contains 156179 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40041 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44203 members 
Mstep: Class 18 contains 38110 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15797 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56900 members 
Mstep: Class 23 contains 15549 members 
Mstep: Class 24 contains 41465 members 
Mstep: Class 25 contains 11057 members 
Mstep: Class 26 contains 137984 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6066 members 
Mstep: Class 30 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079792.000000 Penalty: 104997.734375
Iteration 160F: 31 clusters Score -1.560798e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216472 members 
Mstep: Class 2 contains 23878 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7153 members 
Mstep: Class 6 contains 32184 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143961 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173718 members 
Mstep: Class 11 contains 156173 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40041 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44203 members 
Mstep: Class 18 contains 38110 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15797 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56895 members 
Mstep: Class 23 contains 15552 members 
Mstep: Class 24 contains 41465 members 
Mstep: Class 25 contains 11057 members 
Mstep: Class 26 contains 137990 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6066 members 
Mstep: Class 30 contains 4341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079728.000000 Penalty: 104997.734375
Iteration 161Q: 31 clusters Score -1.560797e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216470 members 
Mstep: Class 2 contains 23882 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7152 members 
Mstep: Class 6 contains 32184 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143960 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173716 members 
Mstep: Class 11 contains 156164 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40039 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44201 members 
Mstep: Class 18 contains 38110 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15797 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56887 members 
Mstep: Class 23 contains 15563 members 
Mstep: Class 24 contains 41465 members 
Mstep: Class 25 contains 11056 members 
Mstep: Class 26 contains 137998 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6068 members 
Mstep: Class 30 contains 4344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079728.000000 Penalty: 104997.734375
Iteration 162Q: 31 clusters Score -1.560797e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216467 members 
Mstep: Class 2 contains 23884 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7150 members 
Mstep: Class 6 contains 32183 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143960 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173719 members 
Mstep: Class 11 contains 156159 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40039 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44199 members 
Mstep: Class 18 contains 38110 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15797 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56882 members 
Mstep: Class 23 contains 15570 members 
Mstep: Class 24 contains 41465 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 138004 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6069 members 
Mstep: Class 30 contains 4344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079760.000000 Penalty: 104997.734375
Iteration 163Q: 31 clusters Score -1.560798e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216464 members 
Mstep: Class 2 contains 23889 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7149 members 
Mstep: Class 6 contains 32182 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143963 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173718 members 
Mstep: Class 11 contains 156148 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40038 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44200 members 
Mstep: Class 18 contains 38111 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15796 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56876 members 
Mstep: Class 23 contains 15577 members 
Mstep: Class 24 contains 41465 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 138010 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6069 members 
Mstep: Class 30 contains 4346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079728.000000 Penalty: 104997.734375
Iteration 164Q: 31 clusters Score -1.560797e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216466 members 
Mstep: Class 2 contains 23892 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7150 members 
Mstep: Class 6 contains 32181 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143962 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173720 members 
Mstep: Class 11 contains 156149 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40036 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44199 members 
Mstep: Class 18 contains 38110 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15796 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56869 members 
Mstep: Class 23 contains 15584 members 
Mstep: Class 24 contains 41465 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 138009 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6069 members 
Mstep: Class 30 contains 4344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079824.000000 Penalty: 104997.734375
Iteration 165Q: 31 clusters Score -1.560798e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216462 members 
Mstep: Class 2 contains 23894 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7150 members 
Mstep: Class 6 contains 32179 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143962 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173716 members 
Mstep: Class 11 contains 156146 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40036 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44199 members 
Mstep: Class 18 contains 38112 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15796 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56865 members 
Mstep: Class 23 contains 15589 members 
Mstep: Class 24 contains 41465 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 138017 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6069 members 
Mstep: Class 30 contains 4344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079792.000000 Penalty: 104997.734375
Iteration 166Q: 31 clusters Score -1.560798e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216459 members 
Mstep: Class 2 contains 23895 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7150 members 
Mstep: Class 6 contains 32178 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143962 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173715 members 
Mstep: Class 11 contains 156139 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40035 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44199 members 
Mstep: Class 18 contains 38113 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15796 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56863 members 
Mstep: Class 23 contains 15594 members 
Mstep: Class 24 contains 41463 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 138027 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6069 members 
Mstep: Class 30 contains 4344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079792.000000 Penalty: 104997.734375
Iteration 167Q: 31 clusters Score -1.560798e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216453 members 
Mstep: Class 2 contains 23898 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7150 members 
Mstep: Class 6 contains 32177 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143963 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173713 members 
Mstep: Class 11 contains 156134 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40035 members 
Mstep: Class 15 contains 94718 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44199 members 
Mstep: Class 18 contains 38114 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56860 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 41462 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 138034 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6069 members 
Mstep: Class 30 contains 4345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079824.000000 Penalty: 104997.734375
Iteration 168Q: 31 clusters Score -1.560798e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216455 members 
Mstep: Class 2 contains 23898 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7149 members 
Mstep: Class 6 contains 32177 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143962 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173712 members 
Mstep: Class 11 contains 156123 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40035 members 
Mstep: Class 15 contains 94718 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44199 members 
Mstep: Class 18 contains 38113 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15799 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 56858 members 
Mstep: Class 23 contains 15601 members 
Mstep: Class 24 contains 41459 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 138040 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6069 members 
Mstep: Class 30 contains 4352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079888.000000 Penalty: 104997.734375
Iteration 169Q: 31 clusters Score -1.560799e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216457 members 
Mstep: Class 2 contains 23898 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7147 members 
Mstep: Class 6 contains 32176 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143962 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 173709 members 
Mstep: Class 11 contains 156118 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40035 members 
Mstep: Class 15 contains 94720 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44199 members 
Mstep: Class 18 contains 38111 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 15799 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 56858 members 
Mstep: Class 23 contains 15603 members 
Mstep: Class 24 contains 41457 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 138046 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 4355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079792.000000 Penalty: 104997.734375
Iteration 170Q: 31 clusters Score -1.560798e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216459 members 
Mstep: Class 2 contains 23898 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7146 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143963 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 173708 members 
Mstep: Class 11 contains 156115 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40033 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44199 members 
Mstep: Class 18 contains 38111 members 
Mstep: Class 19 contains 6731 members 
Mstep: Class 20 contains 15799 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 56857 members 
Mstep: Class 23 contains 15605 members 
Mstep: Class 24 contains 41455 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 138054 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8867 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 4356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079760.000000 Penalty: 104997.734375
Iteration 171Q: 31 clusters Score -1.560798e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216461 members 
Mstep: Class 2 contains 23899 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7146 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143959 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 173709 members 
Mstep: Class 11 contains 156112 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40033 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44198 members 
Mstep: Class 18 contains 38109 members 
Mstep: Class 19 contains 6734 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 56857 members 
Mstep: Class 23 contains 15605 members 
Mstep: Class 24 contains 41451 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 138063 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8867 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 4356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079632.000000 Penalty: 104997.734375
Iteration 172Q: 31 clusters Score -1.560796e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216463 members 
Mstep: Class 2 contains 23901 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7146 members 
Mstep: Class 6 contains 32176 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143958 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 173711 members 
Mstep: Class 11 contains 156107 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 40033 members 
Mstep: Class 15 contains 94720 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44196 members 
Mstep: Class 18 contains 38108 members 
Mstep: Class 19 contains 6733 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 56853 members 
Mstep: Class 23 contains 15607 members 
Mstep: Class 24 contains 41448 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 138066 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 4357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079664.000000 Penalty: 104997.734375
Iteration 173Q: 31 clusters Score -1.560797e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216468 members 
Mstep: Class 2 contains 23902 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7146 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143956 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 173710 members 
Mstep: Class 11 contains 156106 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 40033 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44196 members 
Mstep: Class 18 contains 38107 members 
Mstep: Class 19 contains 6732 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 56852 members 
Mstep: Class 23 contains 15607 members 
Mstep: Class 24 contains 41446 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 138070 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 4357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079680.000000 Penalty: 104997.734375
Iteration 174Q: 31 clusters Score -1.560797e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216472 members 
Mstep: Class 2 contains 23902 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7146 members 
Mstep: Class 6 contains 32177 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143950 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 173710 members 
Mstep: Class 11 contains 156109 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 40034 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44196 members 
Mstep: Class 18 contains 38106 members 
Mstep: Class 19 contains 6732 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 56852 members 
Mstep: Class 23 contains 15607 members 
Mstep: Class 24 contains 41448 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 138062 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6071 members 
Mstep: Class 30 contains 4359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079648.000000 Penalty: 104997.734375
Iteration 175Q: 31 clusters Score -1.560796e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216473 members 
Mstep: Class 2 contains 23903 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 7145 members 
Mstep: Class 6 contains 32178 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143948 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173705 members 
Mstep: Class 11 contains 156108 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 40034 members 
Mstep: Class 15 contains 94718 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44195 members 
Mstep: Class 18 contains 38104 members 
Mstep: Class 19 contains 6734 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 56852 members 
Mstep: Class 23 contains 15608 members 
Mstep: Class 24 contains 41448 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 138064 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 6073 members 
Mstep: Class 30 contains 4363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079728.000000 Penalty: 104997.734375
Iteration 176Q: 31 clusters Score -1.560797e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216467 members 
Mstep: Class 2 contains 23902 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 7145 members 
Mstep: Class 6 contains 32176 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143944 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173703 members 
Mstep: Class 11 contains 156108 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 40032 members 
Mstep: Class 15 contains 94717 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44191 members 
Mstep: Class 18 contains 38105 members 
Mstep: Class 19 contains 6735 members 
Mstep: Class 20 contains 15797 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 56851 members 
Mstep: Class 23 contains 15611 members 
Mstep: Class 24 contains 41449 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 138075 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 6077 members 
Mstep: Class 30 contains 4364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079664.000000 Penalty: 104997.734375
Iteration 177Q: 31 clusters Score -1.560797e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216469 members 
Mstep: Class 2 contains 23902 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 7145 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143942 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173699 members 
Mstep: Class 11 contains 156110 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 40033 members 
Mstep: Class 15 contains 94717 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44191 members 
Mstep: Class 18 contains 38107 members 
Mstep: Class 19 contains 6738 members 
Mstep: Class 20 contains 15797 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 56845 members 
Mstep: Class 23 contains 15615 members 
Mstep: Class 24 contains 41449 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 138072 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 6080 members 
Mstep: Class 30 contains 4365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079632.000000 Penalty: 104997.734375
Iteration 178Q: 31 clusters Score -1.560796e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216471 members 
Mstep: Class 2 contains 23904 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 7145 members 
Mstep: Class 6 contains 32174 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143945 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173695 members 
Mstep: Class 11 contains 156112 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 40033 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44190 members 
Mstep: Class 18 contains 38109 members 
Mstep: Class 19 contains 6742 members 
Mstep: Class 20 contains 15797 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 56844 members 
Mstep: Class 23 contains 15613 members 
Mstep: Class 24 contains 41448 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 138065 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 6080 members 
Mstep: Class 30 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079632.000000 Penalty: 104997.734375
Iteration 179Q: 31 clusters Score -1.560796e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216469 members 
Mstep: Class 2 contains 23905 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7145 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143948 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173693 members 
Mstep: Class 11 contains 156111 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 40033 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44188 members 
Mstep: Class 18 contains 38109 members 
Mstep: Class 19 contains 6748 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 56844 members 
Mstep: Class 23 contains 15612 members 
Mstep: Class 24 contains 41447 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 138060 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079712.000000 Penalty: 104997.734375
Iteration 180F: 31 clusters Score -1.560797e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216469 members 
Mstep: Class 2 contains 23905 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7145 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143945 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173695 members 
Mstep: Class 11 contains 156119 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40033 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44186 members 
Mstep: Class 18 contains 38109 members 
Mstep: Class 19 contains 6747 members 
Mstep: Class 20 contains 15799 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56843 members 
Mstep: Class 23 contains 15614 members 
Mstep: Class 24 contains 41448 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 138051 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079776.000000 Penalty: 104997.734375
Iteration 181Q: 31 clusters Score -1.560798e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216477 members 
Mstep: Class 2 contains 23906 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7144 members 
Mstep: Class 6 contains 32170 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143942 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173694 members 
Mstep: Class 11 contains 156127 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40032 members 
Mstep: Class 15 contains 94714 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44185 members 
Mstep: Class 18 contains 38112 members 
Mstep: Class 19 contains 6747 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56842 members 
Mstep: Class 23 contains 15616 members 
Mstep: Class 24 contains 41444 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 138044 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079760.000000 Penalty: 104997.734375
Iteration 182Q: 31 clusters Score -1.560798e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216478 members 
Mstep: Class 2 contains 23906 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7143 members 
Mstep: Class 6 contains 32170 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143936 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173695 members 
Mstep: Class 11 contains 156133 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40031 members 
Mstep: Class 15 contains 94714 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44186 members 
Mstep: Class 18 contains 38114 members 
Mstep: Class 19 contains 6745 members 
Mstep: Class 20 contains 15797 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56842 members 
Mstep: Class 23 contains 15616 members 
Mstep: Class 24 contains 41443 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 138044 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079792.000000 Penalty: 104997.734375
Iteration 183Q: 31 clusters Score -1.560798e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216473 members 
Mstep: Class 2 contains 23905 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7144 members 
Mstep: Class 6 contains 32170 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143929 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173697 members 
Mstep: Class 11 contains 156128 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40031 members 
Mstep: Class 15 contains 94714 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44187 members 
Mstep: Class 18 contains 38114 members 
Mstep: Class 19 contains 6746 members 
Mstep: Class 20 contains 15797 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56842 members 
Mstep: Class 23 contains 15614 members 
Mstep: Class 24 contains 41441 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 138061 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8865 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079920.000000 Penalty: 104997.734375
Iteration 184Q: 31 clusters Score -1.560799e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216468 members 
Mstep: Class 2 contains 23905 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7144 members 
Mstep: Class 6 contains 32170 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143930 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173703 members 
Mstep: Class 11 contains 156121 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40032 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44185 members 
Mstep: Class 18 contains 38113 members 
Mstep: Class 19 contains 6743 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56840 members 
Mstep: Class 23 contains 15617 members 
Mstep: Class 24 contains 41440 members 
Mstep: Class 25 contains 11056 members 
Mstep: Class 26 contains 138069 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8864 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079856.000000 Penalty: 104997.734375
Iteration 185Q: 31 clusters Score -1.560799e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216472 members 
Mstep: Class 2 contains 23905 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7142 members 
Mstep: Class 6 contains 32171 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143931 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173698 members 
Mstep: Class 11 contains 156124 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40031 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44185 members 
Mstep: Class 18 contains 38112 members 
Mstep: Class 19 contains 6739 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56839 members 
Mstep: Class 23 contains 15618 members 
Mstep: Class 24 contains 41439 members 
Mstep: Class 25 contains 11057 members 
Mstep: Class 26 contains 138074 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8864 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079952.000000 Penalty: 104997.734375
Iteration 186Q: 31 clusters Score -1.5608e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216474 members 
Mstep: Class 2 contains 23907 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 32171 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143931 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173700 members 
Mstep: Class 11 contains 156115 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40031 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44186 members 
Mstep: Class 18 contains 38109 members 
Mstep: Class 19 contains 6740 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56841 members 
Mstep: Class 23 contains 15619 members 
Mstep: Class 24 contains 41435 members 
Mstep: Class 25 contains 11059 members 
Mstep: Class 26 contains 138079 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8864 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079824.000000 Penalty: 104997.734375
Iteration 187Q: 31 clusters Score -1.560798e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216484 members 
Mstep: Class 2 contains 23910 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 32171 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143922 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173697 members 
Mstep: Class 11 contains 156105 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 40034 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44186 members 
Mstep: Class 18 contains 38108 members 
Mstep: Class 19 contains 6738 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56840 members 
Mstep: Class 23 contains 15619 members 
Mstep: Class 24 contains 41432 members 
Mstep: Class 25 contains 11060 members 
Mstep: Class 26 contains 138087 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8864 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 4378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079792.000000 Penalty: 104997.734375
Iteration 188Q: 31 clusters Score -1.560798e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216497 members 
Mstep: Class 2 contains 23913 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 32171 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143918 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173696 members 
Mstep: Class 11 contains 156100 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40035 members 
Mstep: Class 15 contains 94714 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44184 members 
Mstep: Class 18 contains 38106 members 
Mstep: Class 19 contains 6734 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56838 members 
Mstep: Class 23 contains 15619 members 
Mstep: Class 24 contains 41430 members 
Mstep: Class 25 contains 11064 members 
Mstep: Class 26 contains 138087 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8864 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 4381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079744.000000 Penalty: 104997.734375
Iteration 189Q: 31 clusters Score -1.560797e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216501 members 
Mstep: Class 2 contains 23916 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143917 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173697 members 
Mstep: Class 11 contains 156099 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40034 members 
Mstep: Class 15 contains 94714 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44184 members 
Mstep: Class 18 contains 38105 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 15796 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56837 members 
Mstep: Class 23 contains 15619 members 
Mstep: Class 24 contains 41429 members 
Mstep: Class 25 contains 11068 members 
Mstep: Class 26 contains 138088 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8864 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 4385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079840.000000 Penalty: 104997.734375
Iteration 190Q: 31 clusters Score -1.560798e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216502 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 32174 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143918 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173697 members 
Mstep: Class 11 contains 156089 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 40034 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44183 members 
Mstep: Class 18 contains 38103 members 
Mstep: Class 19 contains 6721 members 
Mstep: Class 20 contains 15796 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56837 members 
Mstep: Class 23 contains 15617 members 
Mstep: Class 24 contains 41429 members 
Mstep: Class 25 contains 11069 members 
Mstep: Class 26 contains 138097 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8864 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 4388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079744.000000 Penalty: 104997.734375
Iteration 191Q: 31 clusters Score -1.560797e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216501 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20033 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143920 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 173703 members 
Mstep: Class 11 contains 156086 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 40033 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44183 members 
Mstep: Class 18 contains 38102 members 
Mstep: Class 19 contains 6721 members 
Mstep: Class 20 contains 15796 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56835 members 
Mstep: Class 23 contains 15616 members 
Mstep: Class 24 contains 41426 members 
Mstep: Class 25 contains 11071 members 
Mstep: Class 26 contains 138097 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8864 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 4389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079872.000000 Penalty: 104997.734375
Iteration 192Q: 31 clusters Score -1.560799e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216501 members 
Mstep: Class 2 contains 23919 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 32176 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143920 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173714 members 
Mstep: Class 11 contains 156081 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 40032 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44184 members 
Mstep: Class 18 contains 38100 members 
Mstep: Class 19 contains 6720 members 
Mstep: Class 20 contains 15796 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56834 members 
Mstep: Class 23 contains 15616 members 
Mstep: Class 24 contains 41426 members 
Mstep: Class 25 contains 11069 members 
Mstep: Class 26 contains 138093 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8864 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 4392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079952.000000 Penalty: 104997.734375
Iteration 193Q: 31 clusters Score -1.5608e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216502 members 
Mstep: Class 2 contains 23920 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 32176 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143919 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173712 members 
Mstep: Class 11 contains 156083 members 
Mstep: Class 12 contains 3483 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 40032 members 
Mstep: Class 15 contains 94714 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44183 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 6719 members 
Mstep: Class 20 contains 15795 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56833 members 
Mstep: Class 23 contains 15617 members 
Mstep: Class 24 contains 41427 members 
Mstep: Class 25 contains 11069 members 
Mstep: Class 26 contains 138094 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8864 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 4393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079904.000000 Penalty: 104997.734375
Iteration 194Q: 31 clusters Score -1.560799e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216499 members 
Mstep: Class 2 contains 23922 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 32177 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143920 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 173713 members 
Mstep: Class 11 contains 156081 members 
Mstep: Class 12 contains 3481 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 40030 members 
Mstep: Class 15 contains 94714 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44182 members 
Mstep: Class 18 contains 38103 members 
Mstep: Class 19 contains 6720 members 
Mstep: Class 20 contains 15795 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56833 members 
Mstep: Class 23 contains 15616 members 
Mstep: Class 24 contains 41426 members 
Mstep: Class 25 contains 11070 members 
Mstep: Class 26 contains 138094 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8865 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079776.000000 Penalty: 104997.734375
Iteration 195Q: 31 clusters Score -1.560798e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216499 members 
Mstep: Class 2 contains 23923 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 5 contains 7140 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143915 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 173714 members 
Mstep: Class 11 contains 156086 members 
Mstep: Class 12 contains 3479 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 40030 members 
Mstep: Class 15 contains 94713 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44183 members 
Mstep: Class 18 contains 38104 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 15792 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56832 members 
Mstep: Class 23 contains 15615 members 
Mstep: Class 24 contains 41426 members 
Mstep: Class 25 contains 11070 members 
Mstep: Class 26 contains 138094 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079792.000000 Penalty: 104997.734375
Iteration 196Q: 31 clusters Score -1.560798e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216485 members 
Mstep: Class 2 contains 23928 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 5 contains 7139 members 
Mstep: Class 6 contains 32174 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143909 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 173715 members 
Mstep: Class 11 contains 156091 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 40029 members 
Mstep: Class 15 contains 94713 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44182 members 
Mstep: Class 18 contains 38105 members 
Mstep: Class 19 contains 6737 members 
Mstep: Class 20 contains 15791 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56831 members 
Mstep: Class 23 contains 15614 members 
Mstep: Class 24 contains 41427 members 
Mstep: Class 25 contains 11071 members 
Mstep: Class 26 contains 138098 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079776.000000 Penalty: 104997.734375
Iteration 197Q: 31 clusters Score -1.560798e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216476 members 
Mstep: Class 2 contains 23935 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 5 contains 7139 members 
Mstep: Class 6 contains 32171 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143909 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 173720 members 
Mstep: Class 11 contains 156105 members 
Mstep: Class 12 contains 3479 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 40026 members 
Mstep: Class 15 contains 94713 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44182 members 
Mstep: Class 18 contains 38104 members 
Mstep: Class 19 contains 6741 members 
Mstep: Class 20 contains 15790 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56828 members 
Mstep: Class 23 contains 15613 members 
Mstep: Class 24 contains 41425 members 
Mstep: Class 25 contains 11072 members 
Mstep: Class 26 contains 138089 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079792.000000 Penalty: 104997.734375
Iteration 198Q: 31 clusters Score -1.560798e+08 nChanged 71
Entering ConstructFrom: 
Score: -156079792.000000 Penalty: 104997.734375
Entering ConstructFrom: 
Trying to split cluster 1 (216468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216468 members 
Entering Unmasked Estep 
Score: -25587210.000000 Penalty: 3046.729248
	Iteration 0F: 2 clusters Score -2.558721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108217 members 
Mstep: Class 2 contains 108251 members 
Entering Unmasked Estep 
Score: -25452032.000000 Penalty: 6093.458496
	Iteration 0F: 3 clusters Score -2.545203e+07 nChanged 103877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109680 members 
Mstep: Class 2 contains 106788 members 
Entering Unmasked Estep 
Score: -25514546.000000 Penalty: 6093.458496
	Iteration 1F: 3 clusters Score -2.551455e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110730 members 
Mstep: Class 2 contains 105738 members 
Entering Unmasked Estep 
Score: -25516832.000000 Penalty: 6093.458496
	Iteration 2Q: 3 clusters Score -2.551683e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112074 members 
Mstep: Class 2 contains 104394 members 
Entering Unmasked Estep 
Score: -25519894.000000 Penalty: 6093.458496
	Iteration 3Q: 3 clusters Score -2.551989e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113749 members 
Mstep: Class 2 contains 102719 members 
Entering Unmasked Estep 
Score: -25524002.000000 Penalty: 6093.458496
	Iteration 4Q: 3 clusters Score -2.5524e+07 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115467 members 
Mstep: Class 2 contains 101001 members 
Entering Unmasked Estep 
Score: -25529118.000000 Penalty: 6093.458496
	Iteration 5F: 3 clusters Score -2.552912e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116893 members 
Mstep: Class 2 contains 99575 members 
Entering Unmasked Estep 
Score: -25535256.000000 Penalty: 6093.458496
	Iteration 6F: 3 clusters Score -2.553526e+07 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117869 members 
Mstep: Class 2 contains 98599 members 
Entering Unmasked Estep 
Score: -25542166.000000 Penalty: 6093.458496
	Iteration 7F: 3 clusters Score -2.554217e+07 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117714 members 
Mstep: Class 2 contains 98754 members 
Entering Unmasked Estep 
Score: -25549824.000000 Penalty: 6093.458496
	Iteration 8F: 3 clusters Score -2.554982e+07 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116386 members 
Mstep: Class 2 contains 100082 members 
Entering Unmasked Estep 
Score: -25557256.000000 Penalty: 6093.458496
	Iteration 9F: 3 clusters Score -2.555726e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114638 members 
Mstep: Class 2 contains 101830 members 
Entering Unmasked Estep 
Score: -25562546.000000 Penalty: 6093.458496
	Iteration 10Q: 3 clusters Score -2.556255e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113064 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -25565636.000000 Penalty: 6093.458496
	Iteration 11Q: 3 clusters Score -2.556564e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111955 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -25567298.000000 Penalty: 6093.458496
	Iteration 12Q: 3 clusters Score -2.55673e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111161 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -25568118.000000 Penalty: 6093.458496
	Iteration 13Q: 3 clusters Score -2.556812e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110458 members 
Mstep: Class 2 contains 106010 members 
Entering Unmasked Estep 
Score: -25568684.000000 Penalty: 6093.458496
	Iteration 14Q: 3 clusters Score -2.556868e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109853 members 
Mstep: Class 2 contains 106615 members 
Entering Unmasked Estep 
Score: -25569108.000000 Penalty: 6093.458496
	Iteration 15Q: 3 clusters Score -2.556911e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109261 members 
Mstep: Class 2 contains 107207 members 
Entering Unmasked Estep 
Score: -25569404.000000 Penalty: 6093.458496
	Iteration 16Q: 3 clusters Score -2.55694e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108722 members 
Mstep: Class 2 contains 107746 members 
Entering Unmasked Estep 
Score: -25569830.000000 Penalty: 6093.458496
	Iteration 17Q: 3 clusters Score -2.556983e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108206 members 
Mstep: Class 2 contains 108262 members 
Entering Unmasked Estep 
Score: -25570162.000000 Penalty: 6093.458496
	Iteration 18Q: 3 clusters Score -2.557016e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107732 members 
Mstep: Class 2 contains 108736 members 
Entering Unmasked Estep 
Score: -25570448.000000 Penalty: 6093.458496
	Iteration 19Q: 3 clusters Score -2.557045e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107279 members 
Mstep: Class 2 contains 109189 members 
Entering Unmasked Estep 
Score: -25570744.000000 Penalty: 6093.458496
	Iteration 20F: 3 clusters Score -2.557074e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106823 members 
Mstep: Class 2 contains 109645 members 
Entering Unmasked Estep 
Score: -25570922.000000 Penalty: 6093.458496
	Iteration 21Q: 3 clusters Score -2.557092e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106340 members 
Mstep: Class 2 contains 110128 members 
Entering Unmasked Estep 
Score: -25571086.000000 Penalty: 6093.458496
	Iteration 22Q: 3 clusters Score -2.557109e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105863 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -25571250.000000 Penalty: 6093.458496
	Iteration 23Q: 3 clusters Score -2.557125e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105330 members 
Mstep: Class 2 contains 111138 members 
Entering Unmasked Estep 
Score: -25571460.000000 Penalty: 6093.458496
	Iteration 24Q: 3 clusters Score -2.557146e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104795 members 
Mstep: Class 2 contains 111673 members 
Entering Unmasked Estep 
Score: -25571594.000000 Penalty: 6093.458496
	Iteration 25Q: 3 clusters Score -2.557159e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104215 members 
Mstep: Class 2 contains 112253 members 
Entering Unmasked Estep 
Score: -25571686.000000 Penalty: 6093.458496
	Iteration 26Q: 3 clusters Score -2.557169e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103662 members 
Mstep: Class 2 contains 112806 members 
Entering Unmasked Estep 
Score: -25571672.000000 Penalty: 6093.458496
	Iteration 27Q: 3 clusters Score -2.557167e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103101 members 
Mstep: Class 2 contains 113367 members 
Entering Unmasked Estep 
Score: -25571702.000000 Penalty: 6093.458496
	Iteration 28Q: 3 clusters Score -2.55717e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102543 members 
Mstep: Class 2 contains 113925 members 
Entering Unmasked Estep 
Score: -25571768.000000 Penalty: 6093.458496
	Iteration 29Q: 3 clusters Score -2.557177e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 114512 members 
Entering Unmasked Estep 
Score: -25571836.000000 Penalty: 6093.458496
	Iteration 30Q: 3 clusters Score -2.557184e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101370 members 
Mstep: Class 2 contains 115098 members 
Entering Unmasked Estep 
Score: -25571852.000000 Penalty: 6093.458496
	Iteration 31Q: 3 clusters Score -2.557185e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100742 members 
Mstep: Class 2 contains 115726 members 
Entering Unmasked Estep 
Score: -25571924.000000 Penalty: 6093.458496
	Iteration 32Q: 3 clusters Score -2.557192e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100129 members 
Mstep: Class 2 contains 116339 members 
Entering Unmasked Estep 
Score: -25571918.000000 Penalty: 6093.458496
	Iteration 33Q: 3 clusters Score -2.557192e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99480 members 
Mstep: Class 2 contains 116988 members 
Entering Unmasked Estep 
Score: -25572006.000000 Penalty: 6093.458496
	Iteration 34Q: 3 clusters Score -2.557201e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 117645 members 
Entering Unmasked Estep 
Score: -25572054.000000 Penalty: 6093.458496
	Iteration 35Q: 3 clusters Score -2.557205e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 118305 members 
Entering Unmasked Estep 
Score: -25572064.000000 Penalty: 6093.458496
	Iteration 36Q: 3 clusters Score -2.557206e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 118970 members 
Entering Unmasked Estep 
Score: -25572158.000000 Penalty: 6093.458496
	Iteration 37Q: 3 clusters Score -2.557216e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 119641 members 
Entering Unmasked Estep 
Score: -25572152.000000 Penalty: 6093.458496
	Iteration 38Q: 3 clusters Score -2.557215e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 120305 members 
Entering Unmasked Estep 
Score: -25572196.000000 Penalty: 6093.458496
	Iteration 39Q: 3 clusters Score -2.55722e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 121059 members 
Entering Unmasked Estep 
Score: -25572172.000000 Penalty: 6093.458496
	Iteration 40F: 3 clusters Score -2.557217e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94629 members 
Mstep: Class 2 contains 121839 members 
Entering Unmasked Estep 
Score: -25572324.000000 Penalty: 6093.458496
	Iteration 41Q: 3 clusters Score -2.557232e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93791 members 
Mstep: Class 2 contains 122677 members 
Entering Unmasked Estep 
Score: -25572484.000000 Penalty: 6093.458496
	Iteration 42Q: 3 clusters Score -2.557248e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 123547 members 
Entering Unmasked Estep 
Score: -25572524.000000 Penalty: 6093.458496
	Iteration 43Q: 3 clusters Score -2.557252e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 124426 members 
Entering Unmasked Estep 
Score: -25572626.000000 Penalty: 6093.458496
	Iteration 44Q: 3 clusters Score -2.557263e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91095 members 
Mstep: Class 2 contains 125373 members 
Entering Unmasked Estep 
Score: -25572724.000000 Penalty: 6093.458496
	Iteration 45Q: 3 clusters Score -2.557272e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90075 members 
Mstep: Class 2 contains 126393 members 
Entering Unmasked Estep 
Score: -25572706.000000 Penalty: 6093.458496
	Iteration 46Q: 3 clusters Score -2.557271e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 127452 members 
Entering Unmasked Estep 
Score: -25572766.000000 Penalty: 6093.458496
	Iteration 47Q: 3 clusters Score -2.557277e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 128559 members 
Entering Unmasked Estep 
Score: -25572776.000000 Penalty: 6093.458496
	Iteration 48Q: 3 clusters Score -2.557278e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 129777 members 
Entering Unmasked Estep 
Score: -25572918.000000 Penalty: 6093.458496
	Iteration 49Q: 3 clusters Score -2.557292e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85440 members 
Mstep: Class 2 contains 131028 members 
Entering Unmasked Estep 
Score: -25573098.000000 Penalty: 6093.458496
	Iteration 50Q: 3 clusters Score -2.55731e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84135 members 
Mstep: Class 2 contains 132333 members 
Entering Unmasked Estep 
Score: -25573240.000000 Penalty: 6093.458496
	Iteration 51Q: 3 clusters Score -2.557324e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 133736 members 
Entering Unmasked Estep 
Score: -25573420.000000 Penalty: 6093.458496
	Iteration 52Q: 3 clusters Score -2.557342e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 135216 members 
Entering Unmasked Estep 
Score: -25573566.000000 Penalty: 6093.458496
	Iteration 53Q: 3 clusters Score -2.557357e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 136739 members 
Entering Unmasked Estep 
Score: -25573646.000000 Penalty: 6093.458496
	Iteration 54Q: 3 clusters Score -2.557365e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 138335 members 
Entering Unmasked Estep 
Score: -25573890.000000 Penalty: 6093.458496
	Iteration 55Q: 3 clusters Score -2.557389e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 139916 members 
Entering Unmasked Estep 
Score: -25574072.000000 Penalty: 6093.458496
	Iteration 56Q: 3 clusters Score -2.557407e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 141556 members 
Entering Unmasked Estep 
Score: -25574204.000000 Penalty: 6093.458496
	Iteration 57Q: 3 clusters Score -2.55742e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 143303 members 
Entering Unmasked Estep 
Score: -25574404.000000 Penalty: 6093.458496
	Iteration 58Q: 3 clusters Score -2.55744e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 145113 members 
Entering Unmasked Estep 
Score: -25574588.000000 Penalty: 6093.458496
	Iteration 59Q: 3 clusters Score -2.557459e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 146988 members 
Entering Unmasked Estep 
Score: -25574784.000000 Penalty: 6093.458496
	Iteration 60F: 3 clusters Score -2.557478e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -25575104.000000 Penalty: 6093.458496
	Iteration 61Q: 3 clusters Score -2.55751e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 150788 members 
Entering Unmasked Estep 
Score: -25575312.000000 Penalty: 6093.458496
	Iteration 62Q: 3 clusters Score -2.557531e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 152697 members 
Entering Unmasked Estep 
Score: -25575518.000000 Penalty: 6093.458496
	Iteration 63Q: 3 clusters Score -2.557552e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 154624 members 
Entering Unmasked Estep 
Score: -25575750.000000 Penalty: 6093.458496
	Iteration 64Q: 3 clusters Score -2.557575e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 156484 members 
Entering Unmasked Estep 
Score: -25575910.000000 Penalty: 6093.458496
	Iteration 65Q: 3 clusters Score -2.557591e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 158426 members 
Entering Unmasked Estep 
Score: -25576250.000000 Penalty: 6093.458496
	Iteration 66Q: 3 clusters Score -2.557625e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 160327 members 
Entering Unmasked Estep 
Score: -25576428.000000 Penalty: 6093.458496
	Iteration 67Q: 3 clusters Score -2.557643e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 162216 members 
Entering Unmasked Estep 
Score: -25576702.000000 Penalty: 6093.458496
	Iteration 68Q: 3 clusters Score -2.55767e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 164079 members 
Entering Unmasked Estep 
Score: -25576900.000000 Penalty: 6093.458496
	Iteration 69Q: 3 clusters Score -2.55769e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 165945 members 
Entering Unmasked Estep 
Score: -25577194.000000 Penalty: 6093.458496
	Iteration 70Q: 3 clusters Score -2.557719e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 167870 members 
Entering Unmasked Estep 
Score: -25577458.000000 Penalty: 6093.458496
	Iteration 71Q: 3 clusters Score -2.557746e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 169893 members 
Entering Unmasked Estep 
Score: -25577724.000000 Penalty: 6093.458496
	Iteration 72Q: 3 clusters Score -2.557772e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 171895 members 
Entering Unmasked Estep 
Score: -25577998.000000 Penalty: 6093.458496
	Iteration 73Q: 3 clusters Score -2.5578e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 173831 members 
Entering Unmasked Estep 
Score: -25578140.000000 Penalty: 6093.458496
	Iteration 74Q: 3 clusters Score -2.557814e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 175838 members 
Entering Unmasked Estep 
Score: -25578444.000000 Penalty: 6093.458496
	Iteration 75Q: 3 clusters Score -2.557844e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 177731 members 
Entering Unmasked Estep 
Score: -25578868.000000 Penalty: 6093.458496
	Iteration 76Q: 3 clusters Score -2.557887e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 179604 members 
Entering Unmasked Estep 
Score: -25579156.000000 Penalty: 6093.458496
	Iteration 77Q: 3 clusters Score -2.557916e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 181511 members 
Entering Unmasked Estep 
Score: -25579372.000000 Penalty: 6093.458496
	Iteration 78Q: 3 clusters Score -2.557937e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 183382 members 
Entering Unmasked Estep 
Score: -25579598.000000 Penalty: 6093.458496
	Iteration 79Q: 3 clusters Score -2.55796e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 185199 members 
Entering Unmasked Estep 
Score: -25580032.000000 Penalty: 6093.458496
	Iteration 80F: 3 clusters Score -2.558003e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 187011 members 
Entering Unmasked Estep 
Score: -25580246.000000 Penalty: 6093.458496
	Iteration 81Q: 3 clusters Score -2.558025e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 188847 members 
Entering Unmasked Estep 
Score: -25580356.000000 Penalty: 6093.458496
	Iteration 82Q: 3 clusters Score -2.558036e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 190589 members 
Entering Unmasked Estep 
Score: -25580560.000000 Penalty: 6093.458496
	Iteration 83Q: 3 clusters Score -2.558056e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 192299 members 
Entering Unmasked Estep 
Score: -25580666.000000 Penalty: 6093.458496
	Iteration 84Q: 3 clusters Score -2.558067e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 193931 members 
Entering Unmasked Estep 
Score: -25580990.000000 Penalty: 6093.458496
	Iteration 85Q: 3 clusters Score -2.558099e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 195525 members 
Entering Unmasked Estep 
Score: -25581298.000000 Penalty: 6093.458496
	Iteration 86Q: 3 clusters Score -2.55813e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 197053 members 
Entering Unmasked Estep 
Score: -25581538.000000 Penalty: 6093.458496
	Iteration 87Q: 3 clusters Score -2.558154e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 198542 members 
Entering Unmasked Estep 
Score: -25581842.000000 Penalty: 6093.458496
	Iteration 88Q: 3 clusters Score -2.558184e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 199972 members 
Entering Unmasked Estep 
Score: -25582152.000000 Penalty: 6093.458496
	Iteration 89Q: 3 clusters Score -2.558215e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 201328 members 
Entering Unmasked Estep 
Score: -25582416.000000 Penalty: 6093.458496
	Iteration 90Q: 3 clusters Score -2.558242e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 202554 members 
Entering Unmasked Estep 
Score: -25582676.000000 Penalty: 6093.458496
	Iteration 91Q: 3 clusters Score -2.558268e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 203708 members 
Entering Unmasked Estep 
Score: -25582862.000000 Penalty: 6093.458496
	Iteration 92Q: 3 clusters Score -2.558286e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 204772 members 
Entering Unmasked Estep 
Score: -25583100.000000 Penalty: 6093.458496
	Iteration 93Q: 3 clusters Score -2.55831e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 205726 members 
Entering Unmasked Estep 
Score: -25583386.000000 Penalty: 6093.458496
	Iteration 94Q: 3 clusters Score -2.558339e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 206577 members 
Entering Unmasked Estep 
Score: -25583580.000000 Penalty: 6093.458496
	Iteration 95Q: 3 clusters Score -2.558358e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 207317 members 
Entering Unmasked Estep 
Score: -25583882.000000 Penalty: 6093.458496
	Iteration 96Q: 3 clusters Score -2.558388e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 207990 members 
Entering Unmasked Estep 
Score: -25583994.000000 Penalty: 6093.458496
	Iteration 97Q: 3 clusters Score -2.558399e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 208567 members 
Entering Unmasked Estep 
Score: -25584164.000000 Penalty: 6093.458496
	Iteration 98Q: 3 clusters Score -2.558416e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 209091 members 
Entering Unmasked Estep 
Score: -25584322.000000 Penalty: 6093.458496
	Iteration 99Q: 3 clusters Score -2.558432e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 209541 members 
Entering Unmasked Estep 
Score: -25584450.000000 Penalty: 6093.458496
	Iteration 100F: 3 clusters Score -2.558445e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 209907 members 
Entering Unmasked Estep 
Score: -25584576.000000 Penalty: 6093.458496
	Iteration 101Q: 3 clusters Score -2.558458e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 210221 members 
Entering Unmasked Estep 
Score: -25584632.000000 Penalty: 6093.458496
	Iteration 102Q: 3 clusters Score -2.558463e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 210475 members 
Entering Unmasked Estep 
Score: -25584688.000000 Penalty: 6093.458496
	Iteration 103Q: 3 clusters Score -2.558469e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 210730 members 
Entering Unmasked Estep 
Score: -25584840.000000 Penalty: 6093.458496
	Iteration 104Q: 3 clusters Score -2.558484e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 210960 members 
Entering Unmasked Estep 
Score: -25584900.000000 Penalty: 6093.458496
	Iteration 105Q: 3 clusters Score -2.55849e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 211155 members 
Entering Unmasked Estep 
Score: -25584942.000000 Penalty: 6093.458496
	Iteration 106Q: 3 clusters Score -2.558494e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 211316 members 
Entering Unmasked Estep 
Score: -25584958.000000 Penalty: 6093.458496
	Iteration 107Q: 3 clusters Score -2.558496e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 211461 members 
Entering Unmasked Estep 
Score: -25584998.000000 Penalty: 6093.458496
	Iteration 108Q: 3 clusters Score -2.5585e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 211577 members 
Entering Unmasked Estep 
Score: -25585010.000000 Penalty: 6093.458496
	Iteration 109Q: 3 clusters Score -2.558501e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 211675 members 
Entering Unmasked Estep 
Score: -25585044.000000 Penalty: 6093.458496
	Iteration 110Q: 3 clusters Score -2.558504e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 211755 members 
Entering Unmasked Estep 
Score: -25585052.000000 Penalty: 6093.458496
	Iteration 111Q: 3 clusters Score -2.558505e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 211817 members 
Entering Unmasked Estep 
Score: -25585078.000000 Penalty: 6093.458496
	Iteration 112Q: 3 clusters Score -2.558508e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 211891 members 
Entering Unmasked Estep 
Score: -25585104.000000 Penalty: 6093.458496
	Iteration 113Q: 3 clusters Score -2.55851e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 211952 members 
Entering Unmasked Estep 
Score: -25585116.000000 Penalty: 6093.458496
	Iteration 114Q: 3 clusters Score -2.558512e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 212019 members 
Entering Unmasked Estep 
Score: -25585086.000000 Penalty: 6093.458496
	Iteration 115Q: 3 clusters Score -2.558509e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 212080 members 
Entering Unmasked Estep 
Score: -25585128.000000 Penalty: 6093.458496
	Iteration 116Q: 3 clusters Score -2.558513e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 212138 members 
Entering Unmasked Estep 
Score: -25585126.000000 Penalty: 6093.458496
	Iteration 117Q: 3 clusters Score -2.558513e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 212203 members 
Entering Unmasked Estep 
Score: -25585154.000000 Penalty: 6093.458496
	Iteration 118Q: 3 clusters Score -2.558515e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 212254 members 
Entering Unmasked Estep 
Score: -25585122.000000 Penalty: 6093.458496
	Iteration 119Q: 3 clusters Score -2.558512e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 212319 members 
Entering Unmasked Estep 
Score: -25585128.000000 Penalty: 6093.458496
	Iteration 120F: 3 clusters Score -2.558513e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 212393 members 
Entering Unmasked Estep 
Score: -25585096.000000 Penalty: 6093.458496
	Iteration 121Q: 3 clusters Score -2.55851e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 212448 members 
Entering Unmasked Estep 
Score: -25585130.000000 Penalty: 6093.458496
	Iteration 122Q: 3 clusters Score -2.558513e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 212493 members 
Entering Unmasked Estep 
Score: -25585154.000000 Penalty: 6093.458496
	Iteration 123Q: 3 clusters Score -2.558515e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 212539 members 
Entering Unmasked Estep 
Score: -25585186.000000 Penalty: 6093.458496
	Iteration 124Q: 3 clusters Score -2.558519e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 212575 members 
Entering Unmasked Estep 
Score: -25585190.000000 Penalty: 6093.458496
	Iteration 125Q: 3 clusters Score -2.558519e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 212623 members 
Entering Unmasked Estep 
Score: -25585208.000000 Penalty: 6093.458496
	Iteration 126Q: 3 clusters Score -2.558521e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 212665 members 
Entering Unmasked Estep 
Score: -25585202.000000 Penalty: 6093.458496
	Iteration 127Q: 3 clusters Score -2.55852e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 212706 members 
Entering Unmasked Estep 
Score: -25585226.000000 Penalty: 6093.458496
	Iteration 128Q: 3 clusters Score -2.558523e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 212741 members 
Entering Unmasked Estep 
Score: -25585200.000000 Penalty: 6093.458496
	Iteration 129Q: 3 clusters Score -2.55852e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 212764 members 
Entering Unmasked Estep 
Score: -25585196.000000 Penalty: 6093.458496
	Iteration 130Q: 3 clusters Score -2.55852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 212784 members 
Entering Unmasked Estep 
Score: -25585222.000000 Penalty: 6093.458496
	Iteration 131Q: 3 clusters Score -2.558522e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 212808 members 
Entering Unmasked Estep 
Score: -25585212.000000 Penalty: 6093.458496
	Iteration 132Q: 3 clusters Score -2.558521e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 212827 members 
Entering Unmasked Estep 
Score: -25585234.000000 Penalty: 6093.458496
	Iteration 133Q: 3 clusters Score -2.558523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 212839 members 
Entering Unmasked Estep 
Score: -25585242.000000 Penalty: 6093.458496
	Iteration 134Q: 3 clusters Score -2.558524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 212850 members 
Entering Unmasked Estep 
Score: -25585226.000000 Penalty: 6093.458496
	Iteration 135Q: 3 clusters Score -2.558523e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 212874 members 
Entering Unmasked Estep 
Score: -25585236.000000 Penalty: 6093.458496
	Iteration 136Q: 3 clusters Score -2.558524e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 212897 members 
Entering Unmasked Estep 
Score: -25585250.000000 Penalty: 6093.458496
	Iteration 137Q: 3 clusters Score -2.558525e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 212909 members 
Entering Unmasked Estep 
Score: -25585236.000000 Penalty: 6093.458496
	Iteration 138Q: 3 clusters Score -2.558524e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 212930 members 
Entering Unmasked Estep 
Score: -25585262.000000 Penalty: 6093.458496
	Iteration 139Q: 3 clusters Score -2.558526e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 212955 members 
Entering Unmasked Estep 
Score: -25585256.000000 Penalty: 6093.458496
	Iteration 140F: 3 clusters Score -2.558526e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 212982 members 
Entering Unmasked Estep 
Score: -25585268.000000 Penalty: 6093.458496
	Iteration 141Q: 3 clusters Score -2.558527e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 212992 members 
Entering Unmasked Estep 
Score: -25585256.000000 Penalty: 6093.458496
	Iteration 142Q: 3 clusters Score -2.558526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 213006 members 
Entering Unmasked Estep 
Score: -25585270.000000 Penalty: 6093.458496
	Iteration 143Q: 3 clusters Score -2.558527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 213023 members 
Entering Unmasked Estep 
Score: -25585292.000000 Penalty: 6093.458496
	Iteration 144Q: 3 clusters Score -2.558529e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 213043 members 
Entering Unmasked Estep 
Score: -25585288.000000 Penalty: 6093.458496
	Iteration 145Q: 3 clusters Score -2.558529e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 213070 members 
Entering Unmasked Estep 
Score: -25585240.000000 Penalty: 6093.458496
	Iteration 146Q: 3 clusters Score -2.558524e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 213095 members 
Entering Unmasked Estep 
Score: -25585234.000000 Penalty: 6093.458496
	Iteration 147Q: 3 clusters Score -2.558523e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 213121 members 
Entering Unmasked Estep 
Score: -25585262.000000 Penalty: 6093.458496
	Iteration 148Q: 3 clusters Score -2.558526e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 213147 members 
Entering Unmasked Estep 
Score: -25585270.000000 Penalty: 6093.458496
	Iteration 149Q: 3 clusters Score -2.558527e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 213165 members 
Entering Unmasked Estep 
Score: -25585260.000000 Penalty: 6093.458496
	Iteration 150Q: 3 clusters Score -2.558526e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 213181 members 
Entering Unmasked Estep 
Score: -25585282.000000 Penalty: 6093.458496
	Iteration 151Q: 3 clusters Score -2.558528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 213183 members 
Entering Unmasked Estep 
Score: -25585294.000000 Penalty: 6093.458496
	Iteration 152Q: 3 clusters Score -2.558529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 213181 members 
Entering Unmasked Estep 
Score: -25585282.000000 Penalty: 6093.458496
	Iteration 153Q: 3 clusters Score -2.558528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 213188 members 
Entering Unmasked Estep 
Score: -25585266.000000 Penalty: 6093.458496
	Iteration 154Q: 3 clusters Score -2.558527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 213193 members 
Entering Unmasked Estep 
Score: -25585276.000000 Penalty: 6093.458496
	Iteration 155Q: 3 clusters Score -2.558528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 213194 members 
Entering Unmasked Estep 
Score: -25585288.000000 Penalty: 6093.458496
	Iteration 156Q: 3 clusters Score -2.558529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 213200 members 
Entering Unmasked Estep 
Score: -25585290.000000 Penalty: 6093.458496
	Iteration 157Q: 3 clusters Score -2.558529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 213204 members 
Entering Unmasked Estep 
Score: -25585270.000000 Penalty: 6093.458496
	Iteration 158Q: 3 clusters Score -2.558527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 213206 members 
Entering Unmasked Estep 
Score: -25585262.000000 Penalty: 6093.458496
	Iteration 159Q: 3 clusters Score -2.558526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 213210 members 
Entering Unmasked Estep 
Score: -25585292.000000 Penalty: 6093.458496
	Iteration 160F: 3 clusters Score -2.558529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 213213 members 
Entering Unmasked Estep 
Score: -25585294.000000 Penalty: 6093.458496
	Iteration 161Q: 3 clusters Score -2.558529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 213221 members 
Entering Unmasked Estep 
Score: -25585280.000000 Penalty: 6093.458496
	Iteration 162Q: 3 clusters Score -2.558528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 213226 members 
Entering Unmasked Estep 
Score: -25585274.000000 Penalty: 6093.458496
	Iteration 163Q: 3 clusters Score -2.558527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 213227 members 
Entering Unmasked Estep 
Score: -25585278.000000 Penalty: 6093.458496
	Iteration 164Q: 3 clusters Score -2.558528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 213231 members 
Entering Unmasked Estep 
Score: -25585278.000000 Penalty: 6093.458496
	Iteration 165Q: 3 clusters Score -2.558528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 213234 members 
Entering Unmasked Estep 
Score: -25585264.000000 Penalty: 6093.458496
	Iteration 166Q: 3 clusters Score -2.558526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 213237 members 
Entering Unmasked Estep 
Score: -25585262.000000 Penalty: 6093.458496
	Iteration 167Q: 3 clusters Score -2.558526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 213242 members 
Entering Unmasked Estep 
Score: -25585254.000000 Penalty: 6093.458496
	Iteration 168Q: 3 clusters Score -2.558525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 213246 members 
Entering Unmasked Estep 
Score: -25585272.000000 Penalty: 6093.458496
	Iteration 169Q: 3 clusters Score -2.558527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 213251 members 
Entering Unmasked Estep 
Score: -25585272.000000 Penalty: 6093.458496
	Iteration 170Q: 3 clusters Score -2.558527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 213254 members 
Entering Unmasked Estep 
Score: -25585262.000000 Penalty: 6093.458496
	Iteration 171Q: 3 clusters Score -2.558526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 213256 members 
Entering Unmasked Estep 
Score: -25585272.000000 Penalty: 6093.458496
	Iteration 172Q: 3 clusters Score -2.558527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 213258 members 
Entering Unmasked Estep 
Score: -25585268.000000 Penalty: 6093.458496
	Iteration 173Q: 3 clusters Score -2.558527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 213260 members 
Entering Unmasked Estep 
Score: -25585268.000000 Penalty: 6093.458496
	Iteration 174Q: 3 clusters Score -2.558527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 213262 members 
Entering Unmasked Estep 
Score: -25585254.000000 Penalty: 6093.458496
	Iteration 175Q: 3 clusters Score -2.558525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 213261 members 
Entering Unmasked Estep 
Score: -25585262.000000 Penalty: 6093.458496
	Iteration 176Q: 3 clusters Score -2.558526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 213261 members 
Entering Unmasked Estep 
Score: -25585262.000000 Penalty: 6093.458496
	Iteration 177F: 3 clusters Score -2.558526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Entering Unmasked Estep 
Score: -2887681.250000 Penalty: 2500.680664
	Iteration 0F: 2 clusters Score -2887681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2871071.250000 Penalty: 5001.361328
	Iteration 0F: 3 clusters Score -2871071 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2876614.000000 Penalty: 5001.361328
	Iteration 1F: 3 clusters Score -2876614 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2876995.000000 Penalty: 5001.361328
	Iteration 2Q: 3 clusters Score -2876995 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2877252.250000 Penalty: 5001.361328
	Iteration 3Q: 3 clusters Score -2877252 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2877494.500000 Penalty: 5001.361328
	Iteration 4Q: 3 clusters Score -2877494 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2877694.250000 Penalty: 5001.361328
	Iteration 5Q: 3 clusters Score -2877694 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2877899.000000 Penalty: 5001.361328
	Iteration 6Q: 3 clusters Score -2877899 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2878140.500000 Penalty: 5001.361328
	Iteration 7Q: 3 clusters Score -2878140 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2878414.250000 Penalty: 5001.361328
	Iteration 8Q: 3 clusters Score -2878414 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2878768.750000 Penalty: 5001.361328
	Iteration 9Q: 3 clusters Score -2878769 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2879171.250000 Penalty: 5001.361328
	Iteration 10Q: 3 clusters Score -2879171 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2879749.750000 Penalty: 5001.361328
	Iteration 11Q: 3 clusters Score -2879750 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2880608.500000 Penalty: 5001.361328
	Iteration 12F: 3 clusters Score -2880608 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2881636.000000 Penalty: 5001.361328
	Iteration 13F: 3 clusters Score -2881636 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2882614.250000 Penalty: 5001.361328
	Iteration 14F: 3 clusters Score -2882614 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2883306.000000 Penalty: 5001.361328
	Iteration 15Q: 3 clusters Score -2883306 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2883650.500000 Penalty: 5001.361328
	Iteration 16Q: 3 clusters Score -2883650 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2883882.250000 Penalty: 5001.361328
	Iteration 17Q: 3 clusters Score -2883882 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2884022.250000 Penalty: 5001.361328
	Iteration 18Q: 3 clusters Score -2884022 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2884175.000000 Penalty: 5001.361328
	Iteration 19Q: 3 clusters Score -2884175 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2884285.000000 Penalty: 5001.361328
	Iteration 20F: 3 clusters Score -2884285 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2884369.750000 Penalty: 5001.361328
	Iteration 21Q: 3 clusters Score -2884370 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2884437.750000 Penalty: 5001.361328
	Iteration 22Q: 3 clusters Score -2884438 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2884499.500000 Penalty: 5001.361328
	Iteration 23Q: 3 clusters Score -2884500 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2884561.750000 Penalty: 5001.361328
	Iteration 24Q: 3 clusters Score -2884562 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2884599.250000 Penalty: 5001.361328
	Iteration 25Q: 3 clusters Score -2884599 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2884658.500000 Penalty: 5001.361328
	Iteration 26Q: 3 clusters Score -2884658 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2884709.500000 Penalty: 5001.361328
	Iteration 27Q: 3 clusters Score -2884710 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2884759.000000 Penalty: 5001.361328
	Iteration 28Q: 3 clusters Score -2884759 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2884804.500000 Penalty: 5001.361328
	Iteration 29Q: 3 clusters Score -2884804 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2884840.250000 Penalty: 5001.361328
	Iteration 30Q: 3 clusters Score -2884840 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2884870.000000 Penalty: 5001.361328
	Iteration 31Q: 3 clusters Score -2884870 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2884882.500000 Penalty: 5001.361328
	Iteration 32Q: 3 clusters Score -2884882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2884906.750000 Penalty: 5001.361328
	Iteration 33Q: 3 clusters Score -2884907 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2884933.000000 Penalty: 5001.361328
	Iteration 34Q: 3 clusters Score -2884933 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2884957.500000 Penalty: 5001.361328
	Iteration 35Q: 3 clusters Score -2884958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2884983.250000 Penalty: 5001.361328
	Iteration 36Q: 3 clusters Score -2884983 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2885016.250000 Penalty: 5001.361328
	Iteration 37Q: 3 clusters Score -2885016 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2885031.000000 Penalty: 5001.361328
	Iteration 38Q: 3 clusters Score -2885031 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2885049.250000 Penalty: 5001.361328
	Iteration 39Q: 3 clusters Score -2885049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2885060.250000 Penalty: 5001.361328
	Iteration 40F: 3 clusters Score -2885060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2885065.500000 Penalty: 5001.361328
	Iteration 41Q: 3 clusters Score -2885066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2885078.500000 Penalty: 5001.361328
	Iteration 42Q: 3 clusters Score -2885078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2885096.750000 Penalty: 5001.361328
	Iteration 43Q: 3 clusters Score -2885097 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2885113.250000 Penalty: 5001.361328
	Iteration 44Q: 3 clusters Score -2885113 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2885130.000000 Penalty: 5001.361328
	Iteration 45Q: 3 clusters Score -2885130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2885146.500000 Penalty: 5001.361328
	Iteration 46Q: 3 clusters Score -2885146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2885154.500000 Penalty: 5001.361328
	Iteration 47Q: 3 clusters Score -2885154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2885154.000000 Penalty: 5001.361328
	Iteration 48Q: 3 clusters Score -2885154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2885160.500000 Penalty: 5001.361328
	Iteration 49Q: 3 clusters Score -2885160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2885166.750000 Penalty: 5001.361328
	Iteration 50Q: 3 clusters Score -2885167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2885177.500000 Penalty: 5001.361328
	Iteration 51Q: 3 clusters Score -2885178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2885180.750000 Penalty: 5001.361328
	Iteration 52Q: 3 clusters Score -2885181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2885187.000000 Penalty: 5001.361328
	Iteration 53Q: 3 clusters Score -2885187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2885200.750000 Penalty: 5001.361328
	Iteration 54Q: 3 clusters Score -2885201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2885204.000000 Penalty: 5001.361328
	Iteration 55Q: 3 clusters Score -2885204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2885209.500000 Penalty: 5001.361328
	Iteration 56Q: 3 clusters Score -2885210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2885224.750000 Penalty: 5001.361328
	Iteration 57Q: 3 clusters Score -2885225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2885220.500000 Penalty: 5001.361328
	Iteration 58Q: 3 clusters Score -2885220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2885221.000000 Penalty: 5001.361328
	Iteration 59Q: 3 clusters Score -2885221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2885226.500000 Penalty: 5001.361328
	Iteration 60F: 3 clusters Score -2885226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2885236.000000 Penalty: 5001.361328
	Iteration 61Q: 3 clusters Score -2885236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2885240.500000 Penalty: 5001.361328
	Iteration 62Q: 3 clusters Score -2885240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2885245.000000 Penalty: 5001.361328
	Iteration 63Q: 3 clusters Score -2885245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2885250.250000 Penalty: 5001.361328
	Iteration 64Q: 3 clusters Score -2885250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2885258.250000 Penalty: 5001.361328
	Iteration 65Q: 3 clusters Score -2885258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2885264.750000 Penalty: 5001.361328
	Iteration 66Q: 3 clusters Score -2885265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2885269.500000 Penalty: 5001.361328
	Iteration 67Q: 3 clusters Score -2885270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2885282.250000 Penalty: 5001.361328
	Iteration 68Q: 3 clusters Score -2885282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2885289.250000 Penalty: 5001.361328
	Iteration 69Q: 3 clusters Score -2885289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2885297.000000 Penalty: 5001.361328
	Iteration 70Q: 3 clusters Score -2885297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2885301.750000 Penalty: 5001.361328
	Iteration 71Q: 3 clusters Score -2885302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2885308.000000 Penalty: 5001.361328
	Iteration 72Q: 3 clusters Score -2885308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2885308.250000 Penalty: 5001.361328
	Iteration 73Q: 3 clusters Score -2885308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2885314.500000 Penalty: 5001.361328
	Iteration 74Q: 3 clusters Score -2885314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2885320.500000 Penalty: 5001.361328
	Iteration 75Q: 3 clusters Score -2885320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2885330.250000 Penalty: 5001.361328
	Iteration 76Q: 3 clusters Score -2885330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2885330.250000 Penalty: 5001.361328
	Iteration 77Q: 3 clusters Score -2885330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2885335.250000 Penalty: 5001.361328
	Iteration 78Q: 3 clusters Score -2885335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2885343.500000 Penalty: 5001.361328
	Iteration 79Q: 3 clusters Score -2885344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2885356.250000 Penalty: 5001.361328
	Iteration 80F: 3 clusters Score -2885356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2885359.250000 Penalty: 5001.361328
	Iteration 81Q: 3 clusters Score -2885359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2885362.250000 Penalty: 5001.361328
	Iteration 82Q: 3 clusters Score -2885362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2885362.250000 Penalty: 5001.361328
	Iteration 83Q: 3 clusters Score -2885362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2885369.500000 Penalty: 5001.361328
	Iteration 84Q: 3 clusters Score -2885370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2885372.750000 Penalty: 5001.361328
	Iteration 85Q: 3 clusters Score -2885373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2885373.250000 Penalty: 5001.361328
	Iteration 86Q: 3 clusters Score -2885373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2885372.500000 Penalty: 5001.361328
	Iteration 87Q: 3 clusters Score -2885372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2885375.500000 Penalty: 5001.361328
	Iteration 88Q: 3 clusters Score -2885376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2885379.000000 Penalty: 5001.361328
	Iteration 89Q: 3 clusters Score -2885379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2885372.500000 Penalty: 5001.361328
	Iteration 90Q: 3 clusters Score -2885372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2885376.250000 Penalty: 5001.361328
	Iteration 91Q: 3 clusters Score -2885376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2885379.000000 Penalty: 5001.361328
	Iteration 92Q: 3 clusters Score -2885379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2885379.750000 Penalty: 5001.361328
	Iteration 93Q: 3 clusters Score -2885380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2885379.500000 Penalty: 5001.361328
	Iteration 94Q: 3 clusters Score -2885380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2885385.500000 Penalty: 5001.361328
	Iteration 95Q: 3 clusters Score -2885386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2885388.250000 Penalty: 5001.361328
	Iteration 96Q: 3 clusters Score -2885388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2885387.000000 Penalty: 5001.361328
	Iteration 97Q: 3 clusters Score -2885387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2885387.500000 Penalty: 5001.361328
	Iteration 98Q: 3 clusters Score -2885388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2885398.250000 Penalty: 5001.361328
	Iteration 99Q: 3 clusters Score -2885398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2885403.250000 Penalty: 5001.361328
	Iteration 100F: 3 clusters Score -2885403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2885404.750000 Penalty: 5001.361328
	Iteration 101Q: 3 clusters Score -2885405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2885401.750000 Penalty: 5001.361328
	Iteration 102Q: 3 clusters Score -2885402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2885413.250000 Penalty: 5001.361328
	Iteration 103Q: 3 clusters Score -2885413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2885421.000000 Penalty: 5001.361328
	Iteration 104Q: 3 clusters Score -2885421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2885420.000000 Penalty: 5001.361328
	Iteration 105Q: 3 clusters Score -2885420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2885424.750000 Penalty: 5001.361328
	Iteration 106Q: 3 clusters Score -2885425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2885427.250000 Penalty: 5001.361328
	Iteration 107Q: 3 clusters Score -2885427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2885427.500000 Penalty: 5001.361328
	Iteration 108Q: 3 clusters Score -2885428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2885426.500000 Penalty: 5001.361328
	Iteration 109Q: 3 clusters Score -2885426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2885425.500000 Penalty: 5001.361328
	Iteration 110Q: 3 clusters Score -2885426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2885428.000000 Penalty: 5001.361328
	Iteration 111Q: 3 clusters Score -2885428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2885435.250000 Penalty: 5001.361328
	Iteration 112Q: 3 clusters Score -2885435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2885436.500000 Penalty: 5001.361328
	Iteration 113Q: 3 clusters Score -2885436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2885441.750000 Penalty: 5001.361328
	Iteration 114Q: 3 clusters Score -2885442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2885448.250000 Penalty: 5001.361328
	Iteration 115Q: 3 clusters Score -2885448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2885450.000000 Penalty: 5001.361328
	Iteration 116Q: 3 clusters Score -2885450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2885450.500000 Penalty: 5001.361328
	Iteration 117Q: 3 clusters Score -2885450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2885451.000000 Penalty: 5001.361328
	Iteration 118Q: 3 clusters Score -2885451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2885450.500000 Penalty: 5001.361328
	Iteration 119Q: 3 clusters Score -2885450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2885456.750000 Penalty: 5001.361328
	Iteration 120F: 3 clusters Score -2885457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2885459.250000 Penalty: 5001.361328
	Iteration 121Q: 3 clusters Score -2885459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2885460.500000 Penalty: 5001.361328
	Iteration 122Q: 3 clusters Score -2885460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2885461.500000 Penalty: 5001.361328
	Iteration 123Q: 3 clusters Score -2885462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2885467.000000 Penalty: 5001.361328
	Iteration 124Q: 3 clusters Score -2885467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2885463.250000 Penalty: 5001.361328
	Iteration 125Q: 3 clusters Score -2885463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2885468.000000 Penalty: 5001.361328
	Iteration 126Q: 3 clusters Score -2885468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2885469.250000 Penalty: 5001.361328
	Iteration 127Q: 3 clusters Score -2885469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2885470.000000 Penalty: 5001.361328
	Iteration 128Q: 3 clusters Score -2885470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2885471.500000 Penalty: 5001.361328
	Iteration 129Q: 3 clusters Score -2885472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2885476.000000 Penalty: 5001.361328
	Iteration 130Q: 3 clusters Score -2885476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2885469.000000 Penalty: 5001.361328
	Iteration 131Q: 3 clusters Score -2885469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2885471.500000 Penalty: 5001.361328
	Iteration 132Q: 3 clusters Score -2885472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2885471.250000 Penalty: 5001.361328
	Iteration 133Q: 3 clusters Score -2885471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2885475.250000 Penalty: 5001.361328
	Iteration 134Q: 3 clusters Score -2885475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2885473.500000 Penalty: 5001.361328
	Iteration 135Q: 3 clusters Score -2885474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2885475.500000 Penalty: 5001.361328
	Iteration 136Q: 3 clusters Score -2885476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2885477.250000 Penalty: 5001.361328
	Iteration 137Q: 3 clusters Score -2885477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2885475.750000 Penalty: 5001.361328
	Iteration 138Q: 3 clusters Score -2885476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2885475.750000 Penalty: 5001.361328
	Iteration 139F: 3 clusters Score -2885476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Entering Unmasked Estep 
Score: -812896.687500 Penalty: 2192.750977
	Iteration 0F: 2 clusters Score -812896.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -807158.375000 Penalty: 4385.501953
	Iteration 0F: 3 clusters Score -807158.4 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -808688.625000 Penalty: 4385.501953
	Iteration 1F: 3 clusters Score -808688.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -808938.250000 Penalty: 4385.501953
	Iteration 2F: 3 clusters Score -808938.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -809085.437500 Penalty: 4385.501953
	Iteration 3Q: 3 clusters Score -809085.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -809186.875000 Penalty: 4385.501953
	Iteration 4Q: 3 clusters Score -809186.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -809264.000000 Penalty: 4385.501953
	Iteration 5Q: 3 clusters Score -809264 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -809327.750000 Penalty: 4385.501953
	Iteration 6Q: 3 clusters Score -809327.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -809379.750000 Penalty: 4385.501953
	Iteration 7Q: 3 clusters Score -809379.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -809412.562500 Penalty: 4385.501953
	Iteration 8Q: 3 clusters Score -809412.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -809437.250000 Penalty: 4385.501953
	Iteration 9Q: 3 clusters Score -809437.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -809471.812500 Penalty: 4385.501953
	Iteration 10Q: 3 clusters Score -809471.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -809516.625000 Penalty: 4385.501953
	Iteration 11Q: 3 clusters Score -809516.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -809558.375000 Penalty: 4385.501953
	Iteration 12Q: 3 clusters Score -809558.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -809595.250000 Penalty: 4385.501953
	Iteration 13Q: 3 clusters Score -809595.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -809629.125000 Penalty: 4385.501953
	Iteration 14Q: 3 clusters Score -809629.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -809662.000000 Penalty: 4385.501953
	Iteration 15Q: 3 clusters Score -809662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -809700.875000 Penalty: 4385.501953
	Iteration 16Q: 3 clusters Score -809700.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -809750.562500 Penalty: 4385.501953
	Iteration 17Q: 3 clusters Score -809750.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -809810.250000 Penalty: 4385.501953
	Iteration 18Q: 3 clusters Score -809810.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -809875.312500 Penalty: 4385.501953
	Iteration 19Q: 3 clusters Score -809875.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -809955.062500 Penalty: 4385.501953
	Iteration 20F: 3 clusters Score -809955.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -810042.812500 Penalty: 4385.501953
	Iteration 21Q: 3 clusters Score -810042.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -810146.812500 Penalty: 4385.501953
	Iteration 22Q: 3 clusters Score -810146.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -810268.125000 Penalty: 4385.501953
	Iteration 23Q: 3 clusters Score -810268.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -810375.875000 Penalty: 4385.501953
	Iteration 24Q: 3 clusters Score -810375.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -810489.062500 Penalty: 4385.501953
	Iteration 25Q: 3 clusters Score -810489.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -810605.875000 Penalty: 4385.501953
	Iteration 26Q: 3 clusters Score -810605.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -810702.562500 Penalty: 4385.501953
	Iteration 27Q: 3 clusters Score -810702.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -810784.812500 Penalty: 4385.501953
	Iteration 28Q: 3 clusters Score -810784.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -810839.250000 Penalty: 4385.501953
	Iteration 29Q: 3 clusters Score -810839.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -810885.750000 Penalty: 4385.501953
	Iteration 30Q: 3 clusters Score -810885.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -810920.125000 Penalty: 4385.501953
	Iteration 31Q: 3 clusters Score -810920.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -810950.750000 Penalty: 4385.501953
	Iteration 32Q: 3 clusters Score -810950.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -810979.000000 Penalty: 4385.501953
	Iteration 33Q: 3 clusters Score -810979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -810994.437500 Penalty: 4385.501953
	Iteration 34Q: 3 clusters Score -810994.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -811005.437500 Penalty: 4385.501953
	Iteration 35Q: 3 clusters Score -811005.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -811009.687500 Penalty: 4385.501953
	Iteration 36Q: 3 clusters Score -811009.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -811018.562500 Penalty: 4385.501953
	Iteration 37Q: 3 clusters Score -811018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -811027.375000 Penalty: 4385.501953
	Iteration 38Q: 3 clusters Score -811027.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -811036.875000 Penalty: 4385.501953
	Iteration 39Q: 3 clusters Score -811036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -811043.875000 Penalty: 4385.501953
	Iteration 40F: 3 clusters Score -811043.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -811047.625000 Penalty: 4385.501953
	Iteration 41Q: 3 clusters Score -811047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -811053.562500 Penalty: 4385.501953
	Iteration 42Q: 3 clusters Score -811053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -811053.187500 Penalty: 4385.501953
	Iteration 43Q: 3 clusters Score -811053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -811055.437500 Penalty: 4385.501953
	Iteration 44Q: 3 clusters Score -811055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -811058.125000 Penalty: 4385.501953
	Iteration 45Q: 3 clusters Score -811058.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -811062.750000 Penalty: 4385.501953
	Iteration 46Q: 3 clusters Score -811062.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -811069.687500 Penalty: 4385.501953
	Iteration 47Q: 3 clusters Score -811069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -811075.750000 Penalty: 4385.501953
	Iteration 48Q: 3 clusters Score -811075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -811077.687500 Penalty: 4385.501953
	Iteration 49Q: 3 clusters Score -811077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -811080.875000 Penalty: 4385.501953
	Iteration 50Q: 3 clusters Score -811080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -811086.000000 Penalty: 4385.501953
	Iteration 51Q: 3 clusters Score -811086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -811088.125000 Penalty: 4385.501953
	Iteration 52Q: 3 clusters Score -811088.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -811088.125000 Penalty: 4385.501953
	Iteration 53F: 3 clusters Score -811088.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Entering Unmasked Estep 
Score: -2350153.750000 Penalty: 2456.510986
	Iteration 0F: 2 clusters Score -2350154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2336054.250000 Penalty: 4913.021973
	Iteration 0F: 3 clusters Score -2336054 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2341183.500000 Penalty: 4913.021973
	Iteration 1F: 3 clusters Score -2341184 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2341761.750000 Penalty: 4913.021973
	Iteration 2F: 3 clusters Score -2341762 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2342316.500000 Penalty: 4913.021973
	Iteration 3F: 3 clusters Score -2342316 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2342881.000000 Penalty: 4913.021973
	Iteration 4F: 3 clusters Score -2342881 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2343545.750000 Penalty: 4913.021973
	Iteration 5F: 3 clusters Score -2343546 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2344293.250000 Penalty: 4913.021973
	Iteration 6F: 3 clusters Score -2344293 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2345127.500000 Penalty: 4913.021973
	Iteration 7F: 3 clusters Score -2345128 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2345937.000000 Penalty: 4913.021973
	Iteration 8F: 3 clusters Score -2345937 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2346604.750000 Penalty: 4913.021973
	Iteration 9Q: 3 clusters Score -2346605 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2347154.500000 Penalty: 4913.021973
	Iteration 10Q: 3 clusters Score -2347154 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2347543.250000 Penalty: 4913.021973
	Iteration 11Q: 3 clusters Score -2347543 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2347812.500000 Penalty: 4913.021973
	Iteration 12Q: 3 clusters Score -2347812 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2347964.250000 Penalty: 4913.021973
	Iteration 13Q: 3 clusters Score -2347964 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2348045.500000 Penalty: 4913.021973
	Iteration 14Q: 3 clusters Score -2348046 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2348103.500000 Penalty: 4913.021973
	Iteration 15Q: 3 clusters Score -2348104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2348133.250000 Penalty: 4913.021973
	Iteration 16Q: 3 clusters Score -2348133 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2348160.250000 Penalty: 4913.021973
	Iteration 17Q: 3 clusters Score -2348160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2348173.750000 Penalty: 4913.021973
	Iteration 18Q: 3 clusters Score -2348174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2348187.000000 Penalty: 4913.021973
	Iteration 19Q: 3 clusters Score -2348187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2348189.750000 Penalty: 4913.021973
	Iteration 20F: 3 clusters Score -2348190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2348196.750000 Penalty: 4913.021973
	Iteration 21Q: 3 clusters Score -2348197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2348198.250000 Penalty: 4913.021973
	Iteration 22Q: 3 clusters Score -2348198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2348200.250000 Penalty: 4913.021973
	Iteration 23Q: 3 clusters Score -2348200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2348200.750000 Penalty: 4913.021973
	Iteration 24Q: 3 clusters Score -2348201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2348200.750000 Penalty: 4913.021973
	Iteration 25F: 3 clusters Score -2348201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Entering Unmasked Estep 
Score: -840662.875000 Penalty: 2200.585449
	Iteration 0F: 2 clusters Score -840662.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -834855.437500 Penalty: 4401.170898
	Iteration 0F: 3 clusters Score -834855.4 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -836457.875000 Penalty: 4401.170898
	Iteration 1F: 3 clusters Score -836457.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -836768.312500 Penalty: 4401.170898
	Iteration 2F: 3 clusters Score -836768.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -836945.375000 Penalty: 4401.170898
	Iteration 3F: 3 clusters Score -836945.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -837059.937500 Penalty: 4401.170898
	Iteration 4Q: 3 clusters Score -837059.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -837164.187500 Penalty: 4401.170898
	Iteration 5Q: 3 clusters Score -837164.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -837244.187500 Penalty: 4401.170898
	Iteration 6Q: 3 clusters Score -837244.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -837314.000000 Penalty: 4401.170898
	Iteration 7Q: 3 clusters Score -837314 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -837396.812500 Penalty: 4401.170898
	Iteration 8Q: 3 clusters Score -837396.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -837475.625000 Penalty: 4401.170898
	Iteration 9Q: 3 clusters Score -837475.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -837561.500000 Penalty: 4401.170898
	Iteration 10Q: 3 clusters Score -837561.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -837637.125000 Penalty: 4401.170898
	Iteration 11Q: 3 clusters Score -837637.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -837701.062500 Penalty: 4401.170898
	Iteration 12Q: 3 clusters Score -837701.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -837756.687500 Penalty: 4401.170898
	Iteration 13Q: 3 clusters Score -837756.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -837802.375000 Penalty: 4401.170898
	Iteration 14Q: 3 clusters Score -837802.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -837841.562500 Penalty: 4401.170898
	Iteration 15Q: 3 clusters Score -837841.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -837877.375000 Penalty: 4401.170898
	Iteration 16Q: 3 clusters Score -837877.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -837914.375000 Penalty: 4401.170898
	Iteration 17Q: 3 clusters Score -837914.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -837944.062500 Penalty: 4401.170898
	Iteration 18Q: 3 clusters Score -837944.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -837976.562500 Penalty: 4401.170898
	Iteration 19Q: 3 clusters Score -837976.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -838000.500000 Penalty: 4401.170898
	Iteration 20F: 3 clusters Score -838000.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -838016.625000 Penalty: 4401.170898
	Iteration 21Q: 3 clusters Score -838016.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -838031.000000 Penalty: 4401.170898
	Iteration 22Q: 3 clusters Score -838031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -838038.937500 Penalty: 4401.170898
	Iteration 23Q: 3 clusters Score -838038.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -838043.062500 Penalty: 4401.170898
	Iteration 24Q: 3 clusters Score -838043.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -838046.312500 Penalty: 4401.170898
	Iteration 25Q: 3 clusters Score -838046.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -838050.750000 Penalty: 4401.170898
	Iteration 26Q: 3 clusters Score -838050.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -838056.812500 Penalty: 4401.170898
	Iteration 27Q: 3 clusters Score -838056.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -838058.125000 Penalty: 4401.170898
	Iteration 28Q: 3 clusters Score -838058.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -838062.375000 Penalty: 4401.170898
	Iteration 29Q: 3 clusters Score -838062.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -838066.687500 Penalty: 4401.170898
	Iteration 30Q: 3 clusters Score -838066.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -838071.375000 Penalty: 4401.170898
	Iteration 31Q: 3 clusters Score -838071.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -838075.000000 Penalty: 4401.170898
	Iteration 32Q: 3 clusters Score -838075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -838077.437500 Penalty: 4401.170898
	Iteration 33Q: 3 clusters Score -838077.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -838081.062500 Penalty: 4401.170898
	Iteration 34Q: 3 clusters Score -838081.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -838085.375000 Penalty: 4401.170898
	Iteration 35Q: 3 clusters Score -838085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -838086.250000 Penalty: 4401.170898
	Iteration 36Q: 3 clusters Score -838086.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -838089.000000 Penalty: 4401.170898
	Iteration 37Q: 3 clusters Score -838089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -838091.562500 Penalty: 4401.170898
	Iteration 38Q: 3 clusters Score -838091.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -838095.562500 Penalty: 4401.170898
	Iteration 39Q: 3 clusters Score -838095.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -838099.125000 Penalty: 4401.170898
	Iteration 40F: 3 clusters Score -838099.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -838101.000000 Penalty: 4401.170898
	Iteration 41Q: 3 clusters Score -838101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -838106.937500 Penalty: 4401.170898
	Iteration 42Q: 3 clusters Score -838106.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -838107.875000 Penalty: 4401.170898
	Iteration 43Q: 3 clusters Score -838107.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -838111.312500 Penalty: 4401.170898
	Iteration 44Q: 3 clusters Score -838111.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -838112.375000 Penalty: 4401.170898
	Iteration 45Q: 3 clusters Score -838112.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -838112.687500 Penalty: 4401.170898
	Iteration 46Q: 3 clusters Score -838112.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -838113.125000 Penalty: 4401.170898
	Iteration 47Q: 3 clusters Score -838113.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -838115.062500 Penalty: 4401.170898
	Iteration 48Q: 3 clusters Score -838115.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -838115.437500 Penalty: 4401.170898
	Iteration 49Q: 3 clusters Score -838115.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -838117.812500 Penalty: 4401.170898
	Iteration 50Q: 3 clusters Score -838117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -838118.187500 Penalty: 4401.170898
	Iteration 51Q: 3 clusters Score -838118.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -838120.687500 Penalty: 4401.170898
	Iteration 52Q: 3 clusters Score -838120.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -838122.187500 Penalty: 4401.170898
	Iteration 53Q: 3 clusters Score -838122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -838122.687500 Penalty: 4401.170898
	Iteration 54Q: 3 clusters Score -838122.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -838122.875000 Penalty: 4401.170898
	Iteration 55Q: 3 clusters Score -838122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -838122.000000 Penalty: 4401.170898
	Iteration 56Q: 3 clusters Score -838122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -838122.125000 Penalty: 4401.170898
	Iteration 57Q: 3 clusters Score -838122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -838122.250000 Penalty: 4401.170898
	Iteration 58Q: 3 clusters Score -838122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -838122.812500 Penalty: 4401.170898
	Iteration 59Q: 3 clusters Score -838122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -838124.750000 Penalty: 4401.170898
	Iteration 60F: 3 clusters Score -838124.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Entering Unmasked Estep 
Score: -3826723.500000 Penalty: 2573.924561
	Iteration 0F: 2 clusters Score -3826724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3804692.000000 Penalty: 5147.849121
	Iteration 0F: 3 clusters Score -3804692 nChanged 14646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3812610.250000 Penalty: 5147.849121
	Iteration 1F: 3 clusters Score -3812610 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3813059.750000 Penalty: 5147.849121
	Iteration 2Q: 3 clusters Score -3813060 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3813471.250000 Penalty: 5147.849121
	Iteration 3Q: 3 clusters Score -3813471 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3813887.750000 Penalty: 5147.849121
	Iteration 4Q: 3 clusters Score -3813888 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3814360.000000 Penalty: 5147.849121
	Iteration 5Q: 3 clusters Score -3814360 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3814926.250000 Penalty: 5147.849121
	Iteration 6Q: 3 clusters Score -3814926 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3815680.000000 Penalty: 5147.849121
	Iteration 7Q: 3 clusters Score -3815680 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3816637.500000 Penalty: 5147.849121
	Iteration 8Q: 3 clusters Score -3816638 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3817749.250000 Penalty: 5147.849121
	Iteration 9F: 3 clusters Score -3817749 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3818955.000000 Penalty: 5147.849121
	Iteration 10F: 3 clusters Score -3818955 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -3820087.250000 Penalty: 5147.849121
	Iteration 11Q: 3 clusters Score -3820087 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3821134.750000 Penalty: 5147.849121
	Iteration 12Q: 3 clusters Score -3821135 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -3822027.750000 Penalty: 5147.849121
	Iteration 13Q: 3 clusters Score -3822028 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3822727.500000 Penalty: 5147.849121
	Iteration 14Q: 3 clusters Score -3822728 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3823278.250000 Penalty: 5147.849121
	Iteration 15Q: 3 clusters Score -3823278 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3823653.000000 Penalty: 5147.849121
	Iteration 16Q: 3 clusters Score -3823653 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3823933.500000 Penalty: 5147.849121
	Iteration 17Q: 3 clusters Score -3823934 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3824090.250000 Penalty: 5147.849121
	Iteration 18Q: 3 clusters Score -3824090 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3824205.750000 Penalty: 5147.849121
	Iteration 19Q: 3 clusters Score -3824206 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3824298.500000 Penalty: 5147.849121
	Iteration 20F: 3 clusters Score -3824298 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3824373.500000 Penalty: 5147.849121
	Iteration 21Q: 3 clusters Score -3824374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3824420.750000 Penalty: 5147.849121
	Iteration 22Q: 3 clusters Score -3824421 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3824461.250000 Penalty: 5147.849121
	Iteration 23Q: 3 clusters Score -3824461 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3824487.750000 Penalty: 5147.849121
	Iteration 24Q: 3 clusters Score -3824488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3824509.000000 Penalty: 5147.849121
	Iteration 25Q: 3 clusters Score -3824509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3824528.500000 Penalty: 5147.849121
	Iteration 26Q: 3 clusters Score -3824528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3824542.500000 Penalty: 5147.849121
	Iteration 27Q: 3 clusters Score -3824542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3824552.750000 Penalty: 5147.849121
	Iteration 28Q: 3 clusters Score -3824553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3824561.000000 Penalty: 5147.849121
	Iteration 29Q: 3 clusters Score -3824561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3824572.750000 Penalty: 5147.849121
	Iteration 30Q: 3 clusters Score -3824573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3824586.250000 Penalty: 5147.849121
	Iteration 31Q: 3 clusters Score -3824586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3824596.500000 Penalty: 5147.849121
	Iteration 32Q: 3 clusters Score -3824596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3824592.750000 Penalty: 5147.849121
	Iteration 33Q: 3 clusters Score -3824593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3824600.000000 Penalty: 5147.849121
	Iteration 34Q: 3 clusters Score -3824600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3824606.500000 Penalty: 5147.849121
	Iteration 35Q: 3 clusters Score -3824606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3824603.750000 Penalty: 5147.849121
	Iteration 36Q: 3 clusters Score -3824604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3824608.500000 Penalty: 5147.849121
	Iteration 37Q: 3 clusters Score -3824608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3824615.250000 Penalty: 5147.849121
	Iteration 38Q: 3 clusters Score -3824615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3824620.500000 Penalty: 5147.849121
	Iteration 39Q: 3 clusters Score -3824620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3824624.000000 Penalty: 5147.849121
	Iteration 40F: 3 clusters Score -3824624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3824627.500000 Penalty: 5147.849121
	Iteration 41Q: 3 clusters Score -3824628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3824630.250000 Penalty: 5147.849121
	Iteration 42Q: 3 clusters Score -3824630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3824635.750000 Penalty: 5147.849121
	Iteration 43Q: 3 clusters Score -3824636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3824637.000000 Penalty: 5147.849121
	Iteration 44Q: 3 clusters Score -3824637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3824641.250000 Penalty: 5147.849121
	Iteration 45Q: 3 clusters Score -3824641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3824643.500000 Penalty: 5147.849121
	Iteration 46Q: 3 clusters Score -3824644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3824646.500000 Penalty: 5147.849121
	Iteration 47Q: 3 clusters Score -3824646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3824647.750000 Penalty: 5147.849121
	Iteration 48Q: 3 clusters Score -3824648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3824648.750000 Penalty: 5147.849121
	Iteration 49Q: 3 clusters Score -3824649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3824654.750000 Penalty: 5147.849121
	Iteration 50Q: 3 clusters Score -3824655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3824650.500000 Penalty: 5147.849121
	Iteration 51Q: 3 clusters Score -3824650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3824655.000000 Penalty: 5147.849121
	Iteration 52Q: 3 clusters Score -3824655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3824655.250000 Penalty: 5147.849121
	Iteration 53Q: 3 clusters Score -3824655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3824663.250000 Penalty: 5147.849121
	Iteration 54Q: 3 clusters Score -3824663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3824664.750000 Penalty: 5147.849121
	Iteration 55Q: 3 clusters Score -3824665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3824666.500000 Penalty: 5147.849121
	Iteration 56Q: 3 clusters Score -3824666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3824664.000000 Penalty: 5147.849121
	Iteration 57Q: 3 clusters Score -3824664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3824670.750000 Penalty: 5147.849121
	Iteration 58Q: 3 clusters Score -3824671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3824672.250000 Penalty: 5147.849121
	Iteration 59Q: 3 clusters Score -3824672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3824674.500000 Penalty: 5147.849121
	Iteration 60F: 3 clusters Score -3824674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Entering Unmasked Estep 
Score: -1619808.750000 Penalty: 2366.775391
	Iteration 0F: 2 clusters Score -1619809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1609589.250000 Penalty: 4733.550781
	Iteration 0F: 3 clusters Score -1609589 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1612892.125000 Penalty: 4733.550781
	Iteration 1F: 3 clusters Score -1612892 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1613523.000000 Penalty: 4733.550781
	Iteration 2F: 3 clusters Score -1613523 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1614223.000000 Penalty: 4733.550781
	Iteration 3F: 3 clusters Score -1614223 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1614885.500000 Penalty: 4733.550781
	Iteration 4F: 3 clusters Score -1614886 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1615588.125000 Penalty: 4733.550781
	Iteration 5F: 3 clusters Score -1615588 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1616223.875000 Penalty: 4733.550781
	Iteration 6F: 3 clusters Score -1616224 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1616709.750000 Penalty: 4733.550781
	Iteration 7Q: 3 clusters Score -1616710 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1617027.250000 Penalty: 4733.550781
	Iteration 8Q: 3 clusters Score -1617027 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1617278.375000 Penalty: 4733.550781
	Iteration 9Q: 3 clusters Score -1617278 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1617431.000000 Penalty: 4733.550781
	Iteration 10Q: 3 clusters Score -1617431 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1617550.750000 Penalty: 4733.550781
	Iteration 11Q: 3 clusters Score -1617551 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1617670.125000 Penalty: 4733.550781
	Iteration 12Q: 3 clusters Score -1617670 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1617761.375000 Penalty: 4733.550781
	Iteration 13Q: 3 clusters Score -1617761 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1617839.875000 Penalty: 4733.550781
	Iteration 14Q: 3 clusters Score -1617840 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1617911.000000 Penalty: 4733.550781
	Iteration 15Q: 3 clusters Score -1617911 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1617987.625000 Penalty: 4733.550781
	Iteration 16Q: 3 clusters Score -1617988 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1618054.750000 Penalty: 4733.550781
	Iteration 17Q: 3 clusters Score -1618055 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1618110.000000 Penalty: 4733.550781
	Iteration 18Q: 3 clusters Score -1618110 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1618146.000000 Penalty: 4733.550781
	Iteration 19Q: 3 clusters Score -1618146 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1618168.625000 Penalty: 4733.550781
	Iteration 20F: 3 clusters Score -1618169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1618190.375000 Penalty: 4733.550781
	Iteration 21Q: 3 clusters Score -1618190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1618208.250000 Penalty: 4733.550781
	Iteration 22Q: 3 clusters Score -1618208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1618221.375000 Penalty: 4733.550781
	Iteration 23Q: 3 clusters Score -1618221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1618232.875000 Penalty: 4733.550781
	Iteration 24Q: 3 clusters Score -1618233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1618245.750000 Penalty: 4733.550781
	Iteration 25Q: 3 clusters Score -1618246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1618253.875000 Penalty: 4733.550781
	Iteration 26Q: 3 clusters Score -1618254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1618260.875000 Penalty: 4733.550781
	Iteration 27Q: 3 clusters Score -1618261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1618267.625000 Penalty: 4733.550781
	Iteration 28Q: 3 clusters Score -1618268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1618271.000000 Penalty: 4733.550781
	Iteration 29Q: 3 clusters Score -1618271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1618272.625000 Penalty: 4733.550781
	Iteration 30Q: 3 clusters Score -1618273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1618275.375000 Penalty: 4733.550781
	Iteration 31Q: 3 clusters Score -1618275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1618274.625000 Penalty: 4733.550781
	Iteration 32Q: 3 clusters Score -1618275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1618277.875000 Penalty: 4733.550781
	Iteration 33Q: 3 clusters Score -1618278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1618278.375000 Penalty: 4733.550781
	Iteration 34Q: 3 clusters Score -1618278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1618279.125000 Penalty: 4733.550781
	Iteration 35Q: 3 clusters Score -1618279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1618280.250000 Penalty: 4733.550781
	Iteration 36Q: 3 clusters Score -1618280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1618280.625000 Penalty: 4733.550781
	Iteration 37Q: 3 clusters Score -1618281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1618282.875000 Penalty: 4733.550781
	Iteration 38Q: 3 clusters Score -1618283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1618283.875000 Penalty: 4733.550781
	Iteration 39Q: 3 clusters Score -1618284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1618286.000000 Penalty: 4733.550781
	Iteration 40F: 3 clusters Score -1618286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1618285.000000 Penalty: 4733.550781
	Iteration 41Q: 3 clusters Score -1618285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1618284.500000 Penalty: 4733.550781
	Iteration 42Q: 3 clusters Score -1618284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1618286.125000 Penalty: 4733.550781
	Iteration 43Q: 3 clusters Score -1618286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1618286.125000 Penalty: 4733.550781
	Iteration 44F: 3 clusters Score -1618286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (143906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143906 members 
Entering Unmasked Estep 
Score: -17171918.000000 Penalty: 2945.475098
	Iteration 0F: 2 clusters Score -1.717192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -17075426.000000 Penalty: 5890.950195
	Iteration 0F: 3 clusters Score -1.707543e+07 nChanged 68679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 70012 members 
Entering Unmasked Estep 
Score: -17115348.000000 Penalty: 5890.950195
	Iteration 1F: 3 clusters Score -1.711535e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75098 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
Score: -17116482.000000 Penalty: 5890.950195
	Iteration 2Q: 3 clusters Score -1.711648e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -17118166.000000 Penalty: 5890.950195
	Iteration 3Q: 3 clusters Score -1.711817e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -17121184.000000 Penalty: 5890.950195
	Iteration 4Q: 3 clusters Score -1.712118e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -17126568.000000 Penalty: 5890.950195
	Iteration 5F: 3 clusters Score -1.712657e+07 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -17134336.000000 Penalty: 5890.950195
	Iteration 6F: 3 clusters Score -1.713434e+07 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -17144432.000000 Penalty: 5890.950195
	Iteration 7F: 3 clusters Score -1.714443e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105105 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -17154712.000000 Penalty: 5890.950195
	Iteration 8F: 3 clusters Score -1.715471e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108266 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -17162428.000000 Penalty: 5890.950195
	Iteration 9F: 3 clusters Score -1.716243e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109794 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -17165956.000000 Penalty: 5890.950195
	Iteration 10Q: 3 clusters Score -1.716596e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110749 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -17167342.000000 Penalty: 5890.950195
	Iteration 11Q: 3 clusters Score -1.716734e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111407 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -17167936.000000 Penalty: 5890.950195
	Iteration 12Q: 3 clusters Score -1.716794e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111921 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -17168164.000000 Penalty: 5890.950195
	Iteration 13Q: 3 clusters Score -1.716816e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112289 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -17168314.000000 Penalty: 5890.950195
	Iteration 14Q: 3 clusters Score -1.716831e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112607 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -17168408.000000 Penalty: 5890.950195
	Iteration 15Q: 3 clusters Score -1.716841e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112842 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -17168424.000000 Penalty: 5890.950195
	Iteration 16Q: 3 clusters Score -1.716842e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113034 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -17168450.000000 Penalty: 5890.950195
	Iteration 17Q: 3 clusters Score -1.716845e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113217 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -17168414.000000 Penalty: 5890.950195
	Iteration 18Q: 3 clusters Score -1.716841e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113361 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -17168400.000000 Penalty: 5890.950195
	Iteration 19Q: 3 clusters Score -1.71684e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113511 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -17168392.000000 Penalty: 5890.950195
	Iteration 20F: 3 clusters Score -1.716839e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113661 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -17168428.000000 Penalty: 5890.950195
	Iteration 21Q: 3 clusters Score -1.716843e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113795 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -17168420.000000 Penalty: 5890.950195
	Iteration 22Q: 3 clusters Score -1.716842e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113912 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -17168446.000000 Penalty: 5890.950195
	Iteration 23Q: 3 clusters Score -1.716845e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114022 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -17168420.000000 Penalty: 5890.950195
	Iteration 24Q: 3 clusters Score -1.716842e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114103 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -17168462.000000 Penalty: 5890.950195
	Iteration 25Q: 3 clusters Score -1.716846e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114165 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -17168484.000000 Penalty: 5890.950195
	Iteration 26Q: 3 clusters Score -1.716848e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114232 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -17168510.000000 Penalty: 5890.950195
	Iteration 27Q: 3 clusters Score -1.716851e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114286 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -17168510.000000 Penalty: 5890.950195
	Iteration 28Q: 3 clusters Score -1.716851e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114334 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -17168524.000000 Penalty: 5890.950195
	Iteration 29Q: 3 clusters Score -1.716852e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114380 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -17168526.000000 Penalty: 5890.950195
	Iteration 30Q: 3 clusters Score -1.716853e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114424 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -17168530.000000 Penalty: 5890.950195
	Iteration 31Q: 3 clusters Score -1.716853e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114456 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -17168546.000000 Penalty: 5890.950195
	Iteration 32Q: 3 clusters Score -1.716855e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114483 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -17168542.000000 Penalty: 5890.950195
	Iteration 33Q: 3 clusters Score -1.716854e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114521 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -17168528.000000 Penalty: 5890.950195
	Iteration 34Q: 3 clusters Score -1.716853e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114552 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -17168540.000000 Penalty: 5890.950195
	Iteration 35Q: 3 clusters Score -1.716854e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114582 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -17168562.000000 Penalty: 5890.950195
	Iteration 36Q: 3 clusters Score -1.716856e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114611 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -17168546.000000 Penalty: 5890.950195
	Iteration 37Q: 3 clusters Score -1.716855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114636 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -17168564.000000 Penalty: 5890.950195
	Iteration 38Q: 3 clusters Score -1.716856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114650 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -17168538.000000 Penalty: 5890.950195
	Iteration 39Q: 3 clusters Score -1.716854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114662 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -17168532.000000 Penalty: 5890.950195
	Iteration 40F: 3 clusters Score -1.716853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114669 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -17168538.000000 Penalty: 5890.950195
	Iteration 41Q: 3 clusters Score -1.716854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114673 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -17168540.000000 Penalty: 5890.950195
	Iteration 42Q: 3 clusters Score -1.716854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114675 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -17168546.000000 Penalty: 5890.950195
	Iteration 43Q: 3 clusters Score -1.716855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114675 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -17168546.000000 Penalty: 5890.950195
	Iteration 44F: 3 clusters Score -1.716855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Entering Unmasked Estep 
Score: -661944.312500 Penalty: 2162.876465
	Iteration 0F: 2 clusters Score -661944.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -656801.125000 Penalty: 4325.752930
	Iteration 0F: 3 clusters Score -656801.1 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -658429.000000 Penalty: 4325.752930
	Iteration 1F: 3 clusters Score -658429 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -658871.875000 Penalty: 4325.752930
	Iteration 2F: 3 clusters Score -658871.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -659268.750000 Penalty: 4325.752930
	Iteration 3F: 3 clusters Score -659268.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -659664.687500 Penalty: 4325.752930
	Iteration 4F: 3 clusters Score -659664.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -659955.125000 Penalty: 4325.752930
	Iteration 5F: 3 clusters Score -659955.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -660179.625000 Penalty: 4325.752930
	Iteration 6Q: 3 clusters Score -660179.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -660324.187500 Penalty: 4325.752930
	Iteration 7Q: 3 clusters Score -660324.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -660413.562500 Penalty: 4325.752930
	Iteration 8Q: 3 clusters Score -660413.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -660469.250000 Penalty: 4325.752930
	Iteration 9Q: 3 clusters Score -660469.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -660512.937500 Penalty: 4325.752930
	Iteration 10Q: 3 clusters Score -660512.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -660537.437500 Penalty: 4325.752930
	Iteration 11Q: 3 clusters Score -660537.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -660547.937500 Penalty: 4325.752930
	Iteration 12Q: 3 clusters Score -660547.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -660560.937500 Penalty: 4325.752930
	Iteration 13Q: 3 clusters Score -660560.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -660565.375000 Penalty: 4325.752930
	Iteration 14Q: 3 clusters Score -660565.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -660571.375000 Penalty: 4325.752930
	Iteration 15Q: 3 clusters Score -660571.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -660575.875000 Penalty: 4325.752930
	Iteration 16Q: 3 clusters Score -660575.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -660577.937500 Penalty: 4325.752930
	Iteration 17Q: 3 clusters Score -660577.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -660582.062500 Penalty: 4325.752930
	Iteration 18Q: 3 clusters Score -660582.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -660584.062500 Penalty: 4325.752930
	Iteration 19Q: 3 clusters Score -660584.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -660589.187500 Penalty: 4325.752930
	Iteration 20F: 3 clusters Score -660589.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -660591.875000 Penalty: 4325.752930
	Iteration 21Q: 3 clusters Score -660591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -660592.687500 Penalty: 4325.752930
	Iteration 22Q: 3 clusters Score -660592.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -660594.875000 Penalty: 4325.752930
	Iteration 23Q: 3 clusters Score -660594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -660595.000000 Penalty: 4325.752930
	Iteration 24Q: 3 clusters Score -660595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -660596.625000 Penalty: 4325.752930
	Iteration 25Q: 3 clusters Score -660596.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -660597.562500 Penalty: 4325.752930
	Iteration 26Q: 3 clusters Score -660597.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -660599.125000 Penalty: 4325.752930
	Iteration 27Q: 3 clusters Score -660599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -660601.500000 Penalty: 4325.752930
	Iteration 28Q: 3 clusters Score -660601.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -660600.500000 Penalty: 4325.752930
	Iteration 29Q: 3 clusters Score -660600.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -660601.187500 Penalty: 4325.752930
	Iteration 30Q: 3 clusters Score -660601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -660602.750000 Penalty: 4325.752930
	Iteration 31Q: 3 clusters Score -660602.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -660602.750000 Penalty: 4325.752930
	Iteration 32F: 3 clusters Score -660602.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173721 members 
Entering Unmasked Estep 
Score: -20785410.000000 Penalty: 2992.170898
	Iteration 0F: 2 clusters Score -2.078541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86913 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -20674632.000000 Penalty: 5984.341797
	Iteration 0F: 3 clusters Score -2.067463e+07 nChanged 83534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87253 members 
Mstep: Class 2 contains 86468 members 
Entering Unmasked Estep 
Score: -20723238.000000 Penalty: 5984.341797
	Iteration 1F: 3 clusters Score -2.072324e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87677 members 
Mstep: Class 2 contains 86044 members 
Entering Unmasked Estep 
Score: -20724020.000000 Penalty: 5984.341797
	Iteration 2Q: 3 clusters Score -2.072402e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 85429 members 
Entering Unmasked Estep 
Score: -20724868.000000 Penalty: 5984.341797
	Iteration 3Q: 3 clusters Score -2.072487e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -20725756.000000 Penalty: 5984.341797
	Iteration 4Q: 3 clusters Score -2.072576e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 83233 members 
Entering Unmasked Estep 
Score: -20726870.000000 Penalty: 5984.341797
	Iteration 5Q: 3 clusters Score -2.072687e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92483 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -20728304.000000 Penalty: 5984.341797
	Iteration 6Q: 3 clusters Score -2.07283e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -20730322.000000 Penalty: 5984.341797
	Iteration 7Q: 3 clusters Score -2.073032e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -20733396.000000 Penalty: 5984.341797
	Iteration 8Q: 3 clusters Score -2.07334e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105557 members 
Mstep: Class 2 contains 68164 members 
Entering Unmasked Estep 
Score: -20739222.000000 Penalty: 5984.341797
	Iteration 9Q: 3 clusters Score -2.073922e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112701 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -20747702.000000 Penalty: 5984.341797
	Iteration 10F: 3 clusters Score -2.07477e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -20757156.000000 Penalty: 5984.341797
	Iteration 11F: 3 clusters Score -2.075716e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124084 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -20764740.000000 Penalty: 5984.341797
	Iteration 12F: 3 clusters Score -2.076474e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127065 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -20769212.000000 Penalty: 5984.341797
	Iteration 13Q: 3 clusters Score -2.076921e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129193 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -20771114.000000 Penalty: 5984.341797
	Iteration 14Q: 3 clusters Score -2.077111e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131124 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -20772106.000000 Penalty: 5984.341797
	Iteration 15Q: 3 clusters Score -2.077211e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132996 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -20772802.000000 Penalty: 5984.341797
	Iteration 16Q: 3 clusters Score -2.07728e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134915 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -20773456.000000 Penalty: 5984.341797
	Iteration 17Q: 3 clusters Score -2.077346e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136872 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -20774104.000000 Penalty: 5984.341797
	Iteration 18Q: 3 clusters Score -2.07741e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138850 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -20774710.000000 Penalty: 5984.341797
	Iteration 19Q: 3 clusters Score -2.077471e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140902 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -20775314.000000 Penalty: 5984.341797
	Iteration 20F: 3 clusters Score -2.077531e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142977 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -20775808.000000 Penalty: 5984.341797
	Iteration 21Q: 3 clusters Score -2.077581e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145064 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -20776312.000000 Penalty: 5984.341797
	Iteration 22Q: 3 clusters Score -2.077631e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147221 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -20776854.000000 Penalty: 5984.341797
	Iteration 23Q: 3 clusters Score -2.077685e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149342 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -20777446.000000 Penalty: 5984.341797
	Iteration 24Q: 3 clusters Score -2.077745e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151429 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -20778020.000000 Penalty: 5984.341797
	Iteration 25Q: 3 clusters Score -2.077802e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153568 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -20778552.000000 Penalty: 5984.341797
	Iteration 26Q: 3 clusters Score -2.077855e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155584 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -20779078.000000 Penalty: 5984.341797
	Iteration 27Q: 3 clusters Score -2.077908e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157498 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -20779450.000000 Penalty: 5984.341797
	Iteration 28Q: 3 clusters Score -2.077945e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159226 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -20779774.000000 Penalty: 5984.341797
	Iteration 29Q: 3 clusters Score -2.077977e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160789 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -20780108.000000 Penalty: 5984.341797
	Iteration 30Q: 3 clusters Score -2.078011e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162286 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -20780412.000000 Penalty: 5984.341797
	Iteration 31Q: 3 clusters Score -2.078041e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163692 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -20780656.000000 Penalty: 5984.341797
	Iteration 32Q: 3 clusters Score -2.078066e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164973 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -20780938.000000 Penalty: 5984.341797
	Iteration 33Q: 3 clusters Score -2.078094e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166114 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -20781172.000000 Penalty: 5984.341797
	Iteration 34Q: 3 clusters Score -2.078117e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167149 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -20781426.000000 Penalty: 5984.341797
	Iteration 35Q: 3 clusters Score -2.078143e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168040 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -20781758.000000 Penalty: 5984.341797
	Iteration 36Q: 3 clusters Score -2.078176e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168818 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -20781938.000000 Penalty: 5984.341797
	Iteration 37Q: 3 clusters Score -2.078194e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169487 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -20782092.000000 Penalty: 5984.341797
	Iteration 38Q: 3 clusters Score -2.078209e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170046 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -20782244.000000 Penalty: 5984.341797
	Iteration 39Q: 3 clusters Score -2.078224e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170527 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -20782392.000000 Penalty: 5984.341797
	Iteration 40F: 3 clusters Score -2.078239e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170934 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -20782588.000000 Penalty: 5984.341797
	Iteration 41Q: 3 clusters Score -2.078259e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171267 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -20782714.000000 Penalty: 5984.341797
	Iteration 42Q: 3 clusters Score -2.078271e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171537 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -20782742.000000 Penalty: 5984.341797
	Iteration 43Q: 3 clusters Score -2.078274e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171725 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -20782762.000000 Penalty: 5984.341797
	Iteration 44Q: 3 clusters Score -2.078276e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171880 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -20782824.000000 Penalty: 5984.341797
	Iteration 45Q: 3 clusters Score -2.078282e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172010 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -20782882.000000 Penalty: 5984.341797
	Iteration 46Q: 3 clusters Score -2.078288e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172113 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -20782876.000000 Penalty: 5984.341797
	Iteration 47Q: 3 clusters Score -2.078288e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172191 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -20782896.000000 Penalty: 5984.341797
	Iteration 48Q: 3 clusters Score -2.07829e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172272 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -20782924.000000 Penalty: 5984.341797
	Iteration 49Q: 3 clusters Score -2.078292e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172330 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -20782922.000000 Penalty: 5984.341797
	Iteration 50Q: 3 clusters Score -2.078292e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172370 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -20782930.000000 Penalty: 5984.341797
	Iteration 51Q: 3 clusters Score -2.078293e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172403 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -20782932.000000 Penalty: 5984.341797
	Iteration 52Q: 3 clusters Score -2.078293e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172444 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -20782936.000000 Penalty: 5984.341797
	Iteration 53Q: 3 clusters Score -2.078294e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172492 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -20782936.000000 Penalty: 5984.341797
	Iteration 54Q: 3 clusters Score -2.078294e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172534 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20782964.000000 Penalty: 5984.341797
	Iteration 55Q: 3 clusters Score -2.078296e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172561 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20782962.000000 Penalty: 5984.341797
	Iteration 56Q: 3 clusters Score -2.078296e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172587 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -20782966.000000 Penalty: 5984.341797
	Iteration 57Q: 3 clusters Score -2.078297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172607 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -20782968.000000 Penalty: 5984.341797
	Iteration 58Q: 3 clusters Score -2.078297e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172623 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -20782972.000000 Penalty: 5984.341797
	Iteration 59Q: 3 clusters Score -2.078297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172634 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -20782992.000000 Penalty: 5984.341797
	Iteration 60F: 3 clusters Score -2.078299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172647 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -20782984.000000 Penalty: 5984.341797
	Iteration 61Q: 3 clusters Score -2.078298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172655 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -20783000.000000 Penalty: 5984.341797
	Iteration 62Q: 3 clusters Score -2.0783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172664 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -20783016.000000 Penalty: 5984.341797
	Iteration 63Q: 3 clusters Score -2.078302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172669 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -20783024.000000 Penalty: 5984.341797
	Iteration 64Q: 3 clusters Score -2.078302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172677 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -20783032.000000 Penalty: 5984.341797
	Iteration 65Q: 3 clusters Score -2.078303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172686 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -20783030.000000 Penalty: 5984.341797
	Iteration 66Q: 3 clusters Score -2.078303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172692 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20783030.000000 Penalty: 5984.341797
	Iteration 67Q: 3 clusters Score -2.078303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172697 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -20783016.000000 Penalty: 5984.341797
	Iteration 68Q: 3 clusters Score -2.078302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172701 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20783018.000000 Penalty: 5984.341797
	Iteration 69Q: 3 clusters Score -2.078302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172703 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -20783016.000000 Penalty: 5984.341797
	Iteration 70Q: 3 clusters Score -2.078302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172705 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -20783020.000000 Penalty: 5984.341797
	Iteration 71Q: 3 clusters Score -2.078302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172707 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -20783024.000000 Penalty: 5984.341797
	Iteration 72Q: 3 clusters Score -2.078302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172709 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20783030.000000 Penalty: 5984.341797
	Iteration 73Q: 3 clusters Score -2.078303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172713 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -20783030.000000 Penalty: 5984.341797
	Iteration 74Q: 3 clusters Score -2.078303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172716 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -20783038.000000 Penalty: 5984.341797
	Iteration 75Q: 3 clusters Score -2.078304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172720 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20783030.000000 Penalty: 5984.341797
	Iteration 76Q: 3 clusters Score -2.078303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172726 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -20783032.000000 Penalty: 5984.341797
	Iteration 77Q: 3 clusters Score -2.078303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172728 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -20783026.000000 Penalty: 5984.341797
	Iteration 78Q: 3 clusters Score -2.078303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172727 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -20783030.000000 Penalty: 5984.341797
	Iteration 79Q: 3 clusters Score -2.078303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172728 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -20783028.000000 Penalty: 5984.341797
	Iteration 80F: 3 clusters Score -2.078303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172729 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20783028.000000 Penalty: 5984.341797
	Iteration 81Q: 3 clusters Score -2.078303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172729 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20783028.000000 Penalty: 5984.341797
	Iteration 82F: 3 clusters Score -2.078303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (156112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156112 members 
Entering Unmasked Estep 
Score: -18689404.000000 Penalty: 2965.665527
	Iteration 0F: 2 clusters Score -1.86894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 78216 members 
Entering Unmasked Estep 
Score: -18585994.000000 Penalty: 5931.331055
	Iteration 0F: 3 clusters Score -1.858599e+07 nChanged 74557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 79995 members 
Entering Unmasked Estep 
Score: -18629770.000000 Penalty: 5931.331055
	Iteration 1F: 3 clusters Score -1.862977e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -18631214.000000 Penalty: 5931.331055
	Iteration 2Q: 3 clusters Score -1.863121e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 83181 members 
Entering Unmasked Estep 
Score: -18633132.000000 Penalty: 5931.331055
	Iteration 3Q: 3 clusters Score -1.863313e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70220 members 
Mstep: Class 2 contains 85892 members 
Entering Unmasked Estep 
Score: -18635842.000000 Penalty: 5931.331055
	Iteration 4Q: 3 clusters Score -1.863584e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -18639702.000000 Penalty: 5931.331055
	Iteration 5Q: 3 clusters Score -1.86397e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 93317 members 
Entering Unmasked Estep 
Score: -18645112.000000 Penalty: 5931.331055
	Iteration 6F: 3 clusters Score -1.864511e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 97563 members 
Entering Unmasked Estep 
Score: -18652226.000000 Penalty: 5931.331055
	Iteration 7F: 3 clusters Score -1.865223e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 101187 members 
Entering Unmasked Estep 
Score: -18659826.000000 Penalty: 5931.331055
	Iteration 8F: 3 clusters Score -1.865983e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 103749 members 
Entering Unmasked Estep 
Score: -18666234.000000 Penalty: 5931.331055
	Iteration 9F: 3 clusters Score -1.866623e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -18670328.000000 Penalty: 5931.331055
	Iteration 10Q: 3 clusters Score -1.867033e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 106554 members 
Entering Unmasked Estep 
Score: -18672592.000000 Penalty: 5931.331055
	Iteration 11Q: 3 clusters Score -1.867259e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -18673982.000000 Penalty: 5931.331055
	Iteration 12Q: 3 clusters Score -1.867398e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 108533 members 
Entering Unmasked Estep 
Score: -18675016.000000 Penalty: 5931.331055
	Iteration 13Q: 3 clusters Score -1.867502e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 109536 members 
Entering Unmasked Estep 
Score: -18675796.000000 Penalty: 5931.331055
	Iteration 14Q: 3 clusters Score -1.86758e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -18676474.000000 Penalty: 5931.331055
	Iteration 15Q: 3 clusters Score -1.867647e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 111375 members 
Entering Unmasked Estep 
Score: -18677036.000000 Penalty: 5931.331055
	Iteration 16Q: 3 clusters Score -1.867704e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 112295 members 
Entering Unmasked Estep 
Score: -18677612.000000 Penalty: 5931.331055
	Iteration 17Q: 3 clusters Score -1.867761e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 113265 members 
Entering Unmasked Estep 
Score: -18678206.000000 Penalty: 5931.331055
	Iteration 18Q: 3 clusters Score -1.867821e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 114252 members 
Entering Unmasked Estep 
Score: -18678726.000000 Penalty: 5931.331055
	Iteration 19Q: 3 clusters Score -1.867873e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 115250 members 
Entering Unmasked Estep 
Score: -18679006.000000 Penalty: 5931.331055
	Iteration 20F: 3 clusters Score -1.867901e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 116304 members 
Entering Unmasked Estep 
Score: -18679314.000000 Penalty: 5931.331055
	Iteration 21Q: 3 clusters Score -1.867931e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 117402 members 
Entering Unmasked Estep 
Score: -18679662.000000 Penalty: 5931.331055
	Iteration 22Q: 3 clusters Score -1.867966e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 118501 members 
Entering Unmasked Estep 
Score: -18679902.000000 Penalty: 5931.331055
	Iteration 23Q: 3 clusters Score -1.86799e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 119598 members 
Entering Unmasked Estep 
Score: -18680138.000000 Penalty: 5931.331055
	Iteration 24Q: 3 clusters Score -1.868014e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 120765 members 
Entering Unmasked Estep 
Score: -18680458.000000 Penalty: 5931.331055
	Iteration 25Q: 3 clusters Score -1.868046e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 121950 members 
Entering Unmasked Estep 
Score: -18680774.000000 Penalty: 5931.331055
	Iteration 26Q: 3 clusters Score -1.868077e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 123127 members 
Entering Unmasked Estep 
Score: -18681048.000000 Penalty: 5931.331055
	Iteration 27Q: 3 clusters Score -1.868105e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 124289 members 
Entering Unmasked Estep 
Score: -18681242.000000 Penalty: 5931.331055
	Iteration 28Q: 3 clusters Score -1.868124e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 125500 members 
Entering Unmasked Estep 
Score: -18681528.000000 Penalty: 5931.331055
	Iteration 29Q: 3 clusters Score -1.868153e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 126701 members 
Entering Unmasked Estep 
Score: -18681750.000000 Penalty: 5931.331055
	Iteration 30Q: 3 clusters Score -1.868175e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 127849 members 
Entering Unmasked Estep 
Score: -18681926.000000 Penalty: 5931.331055
	Iteration 31Q: 3 clusters Score -1.868193e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 128984 members 
Entering Unmasked Estep 
Score: -18682140.000000 Penalty: 5931.331055
	Iteration 32Q: 3 clusters Score -1.868214e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 130098 members 
Entering Unmasked Estep 
Score: -18682420.000000 Penalty: 5931.331055
	Iteration 33Q: 3 clusters Score -1.868242e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 131180 members 
Entering Unmasked Estep 
Score: -18682600.000000 Penalty: 5931.331055
	Iteration 34Q: 3 clusters Score -1.86826e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 132275 members 
Entering Unmasked Estep 
Score: -18682844.000000 Penalty: 5931.331055
	Iteration 35Q: 3 clusters Score -1.868284e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 133350 members 
Entering Unmasked Estep 
Score: -18683090.000000 Penalty: 5931.331055
	Iteration 36Q: 3 clusters Score -1.868309e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 134433 members 
Entering Unmasked Estep 
Score: -18683282.000000 Penalty: 5931.331055
	Iteration 37Q: 3 clusters Score -1.868328e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 135512 members 
Entering Unmasked Estep 
Score: -18683456.000000 Penalty: 5931.331055
	Iteration 38Q: 3 clusters Score -1.868346e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 136578 members 
Entering Unmasked Estep 
Score: -18683680.000000 Penalty: 5931.331055
	Iteration 39Q: 3 clusters Score -1.868368e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 137630 members 
Entering Unmasked Estep 
Score: -18683850.000000 Penalty: 5931.331055
	Iteration 40F: 3 clusters Score -1.868385e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 138696 members 
Entering Unmasked Estep 
Score: -18684108.000000 Penalty: 5931.331055
	Iteration 41Q: 3 clusters Score -1.868411e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 139712 members 
Entering Unmasked Estep 
Score: -18684388.000000 Penalty: 5931.331055
	Iteration 42Q: 3 clusters Score -1.868439e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 140709 members 
Entering Unmasked Estep 
Score: -18684644.000000 Penalty: 5931.331055
	Iteration 43Q: 3 clusters Score -1.868464e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 141680 members 
Entering Unmasked Estep 
Score: -18684842.000000 Penalty: 5931.331055
	Iteration 44Q: 3 clusters Score -1.868484e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 142640 members 
Entering Unmasked Estep 
Score: -18685092.000000 Penalty: 5931.331055
	Iteration 45Q: 3 clusters Score -1.868509e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 143589 members 
Entering Unmasked Estep 
Score: -18685322.000000 Penalty: 5931.331055
	Iteration 46Q: 3 clusters Score -1.868532e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 144486 members 
Entering Unmasked Estep 
Score: -18685570.000000 Penalty: 5931.331055
	Iteration 47Q: 3 clusters Score -1.868557e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 145328 members 
Entering Unmasked Estep 
Score: -18685734.000000 Penalty: 5931.331055
	Iteration 48Q: 3 clusters Score -1.868573e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 146105 members 
Entering Unmasked Estep 
Score: -18685818.000000 Penalty: 5931.331055
	Iteration 49Q: 3 clusters Score -1.868582e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 146790 members 
Entering Unmasked Estep 
Score: -18685936.000000 Penalty: 5931.331055
	Iteration 50Q: 3 clusters Score -1.868594e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 147410 members 
Entering Unmasked Estep 
Score: -18686092.000000 Penalty: 5931.331055
	Iteration 51Q: 3 clusters Score -1.868609e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 147977 members 
Entering Unmasked Estep 
Score: -18686146.000000 Penalty: 5931.331055
	Iteration 52Q: 3 clusters Score -1.868615e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 148491 members 
Entering Unmasked Estep 
Score: -18686240.000000 Penalty: 5931.331055
	Iteration 53Q: 3 clusters Score -1.868624e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 148958 members 
Entering Unmasked Estep 
Score: -18686336.000000 Penalty: 5931.331055
	Iteration 54Q: 3 clusters Score -1.868634e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 149415 members 
Entering Unmasked Estep 
Score: -18686398.000000 Penalty: 5931.331055
	Iteration 55Q: 3 clusters Score -1.86864e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 149838 members 
Entering Unmasked Estep 
Score: -18686524.000000 Penalty: 5931.331055
	Iteration 56Q: 3 clusters Score -1.868652e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 150221 members 
Entering Unmasked Estep 
Score: -18686610.000000 Penalty: 5931.331055
	Iteration 57Q: 3 clusters Score -1.868661e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 150587 members 
Entering Unmasked Estep 
Score: -18686664.000000 Penalty: 5931.331055
	Iteration 58Q: 3 clusters Score -1.868666e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 150903 members 
Entering Unmasked Estep 
Score: -18686750.000000 Penalty: 5931.331055
	Iteration 59Q: 3 clusters Score -1.868675e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 151189 members 
Entering Unmasked Estep 
Score: -18686750.000000 Penalty: 5931.331055
	Iteration 60F: 3 clusters Score -1.868675e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 151423 members 
Entering Unmasked Estep 
Score: -18686786.000000 Penalty: 5931.331055
	Iteration 61Q: 3 clusters Score -1.868679e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 151629 members 
Entering Unmasked Estep 
Score: -18686808.000000 Penalty: 5931.331055
	Iteration 62Q: 3 clusters Score -1.868681e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 151793 members 
Entering Unmasked Estep 
Score: -18686816.000000 Penalty: 5931.331055
	Iteration 63Q: 3 clusters Score -1.868682e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 151964 members 
Entering Unmasked Estep 
Score: -18686856.000000 Penalty: 5931.331055
	Iteration 64Q: 3 clusters Score -1.868686e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 152126 members 
Entering Unmasked Estep 
Score: -18686874.000000 Penalty: 5931.331055
	Iteration 65Q: 3 clusters Score -1.868687e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 152266 members 
Entering Unmasked Estep 
Score: -18686898.000000 Penalty: 5931.331055
	Iteration 66Q: 3 clusters Score -1.86869e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 152398 members 
Entering Unmasked Estep 
Score: -18686934.000000 Penalty: 5931.331055
	Iteration 67Q: 3 clusters Score -1.868693e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 152507 members 
Entering Unmasked Estep 
Score: -18686970.000000 Penalty: 5931.331055
	Iteration 68Q: 3 clusters Score -1.868697e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 152611 members 
Entering Unmasked Estep 
Score: -18687010.000000 Penalty: 5931.331055
	Iteration 69Q: 3 clusters Score -1.868701e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 152695 members 
Entering Unmasked Estep 
Score: -18687002.000000 Penalty: 5931.331055
	Iteration 70Q: 3 clusters Score -1.8687e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 152774 members 
Entering Unmasked Estep 
Score: -18687020.000000 Penalty: 5931.331055
	Iteration 71Q: 3 clusters Score -1.868702e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 152840 members 
Entering Unmasked Estep 
Score: -18687006.000000 Penalty: 5931.331055
	Iteration 72Q: 3 clusters Score -1.868701e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 152899 members 
Entering Unmasked Estep 
Score: -18687032.000000 Penalty: 5931.331055
	Iteration 73Q: 3 clusters Score -1.868703e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 152956 members 
Entering Unmasked Estep 
Score: -18687018.000000 Penalty: 5931.331055
	Iteration 74Q: 3 clusters Score -1.868702e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 153014 members 
Entering Unmasked Estep 
Score: -18687048.000000 Penalty: 5931.331055
	Iteration 75Q: 3 clusters Score -1.868705e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 153064 members 
Entering Unmasked Estep 
Score: -18687082.000000 Penalty: 5931.331055
	Iteration 76Q: 3 clusters Score -1.868708e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 153103 members 
Entering Unmasked Estep 
Score: -18687078.000000 Penalty: 5931.331055
	Iteration 77Q: 3 clusters Score -1.868708e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 153137 members 
Entering Unmasked Estep 
Score: -18687078.000000 Penalty: 5931.331055
	Iteration 78Q: 3 clusters Score -1.868708e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 153175 members 
Entering Unmasked Estep 
Score: -18687088.000000 Penalty: 5931.331055
	Iteration 79Q: 3 clusters Score -1.868709e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 153209 members 
Entering Unmasked Estep 
Score: -18687112.000000 Penalty: 5931.331055
	Iteration 80F: 3 clusters Score -1.868711e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 153248 members 
Entering Unmasked Estep 
Score: -18687098.000000 Penalty: 5931.331055
	Iteration 81Q: 3 clusters Score -1.86871e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 153282 members 
Entering Unmasked Estep 
Score: -18687120.000000 Penalty: 5931.331055
	Iteration 82Q: 3 clusters Score -1.868712e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 153309 members 
Entering Unmasked Estep 
Score: -18687110.000000 Penalty: 5931.331055
	Iteration 83Q: 3 clusters Score -1.868711e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 153341 members 
Entering Unmasked Estep 
Score: -18687132.000000 Penalty: 5931.331055
	Iteration 84Q: 3 clusters Score -1.868713e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 153383 members 
Entering Unmasked Estep 
Score: -18687166.000000 Penalty: 5931.331055
	Iteration 85Q: 3 clusters Score -1.868717e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 153418 members 
Entering Unmasked Estep 
Score: -18687172.000000 Penalty: 5931.331055
	Iteration 86Q: 3 clusters Score -1.868717e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 153446 members 
Entering Unmasked Estep 
Score: -18687180.000000 Penalty: 5931.331055
	Iteration 87Q: 3 clusters Score -1.868718e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 153485 members 
Entering Unmasked Estep 
Score: -18687192.000000 Penalty: 5931.331055
	Iteration 88Q: 3 clusters Score -1.868719e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -18687196.000000 Penalty: 5931.331055
	Iteration 89Q: 3 clusters Score -1.86872e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 153536 members 
Entering Unmasked Estep 
Score: -18687190.000000 Penalty: 5931.331055
	Iteration 90Q: 3 clusters Score -1.868719e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 153558 members 
Entering Unmasked Estep 
Score: -18687176.000000 Penalty: 5931.331055
	Iteration 91Q: 3 clusters Score -1.868718e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 153579 members 
Entering Unmasked Estep 
Score: -18687186.000000 Penalty: 5931.331055
	Iteration 92Q: 3 clusters Score -1.868719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 153599 members 
Entering Unmasked Estep 
Score: -18687174.000000 Penalty: 5931.331055
	Iteration 93Q: 3 clusters Score -1.868717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 153611 members 
Entering Unmasked Estep 
Score: -18687172.000000 Penalty: 5931.331055
	Iteration 94Q: 3 clusters Score -1.868717e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 153625 members 
Entering Unmasked Estep 
Score: -18687176.000000 Penalty: 5931.331055
	Iteration 95Q: 3 clusters Score -1.868718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 153634 members 
Entering Unmasked Estep 
Score: -18687174.000000 Penalty: 5931.331055
	Iteration 96Q: 3 clusters Score -1.868717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 153642 members 
Entering Unmasked Estep 
Score: -18687186.000000 Penalty: 5931.331055
	Iteration 97Q: 3 clusters Score -1.868719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 153652 members 
Entering Unmasked Estep 
Score: -18687180.000000 Penalty: 5931.331055
	Iteration 98Q: 3 clusters Score -1.868718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 153670 members 
Entering Unmasked Estep 
Score: -18687186.000000 Penalty: 5931.331055
	Iteration 99Q: 3 clusters Score -1.868719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 153689 members 
Entering Unmasked Estep 
Score: -18687196.000000 Penalty: 5931.331055
	Iteration 100F: 3 clusters Score -1.86872e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 153709 members 
Entering Unmasked Estep 
Score: -18687200.000000 Penalty: 5931.331055
	Iteration 101Q: 3 clusters Score -1.86872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 153720 members 
Entering Unmasked Estep 
Score: -18687202.000000 Penalty: 5931.331055
	Iteration 102Q: 3 clusters Score -1.86872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 153732 members 
Entering Unmasked Estep 
Score: -18687214.000000 Penalty: 5931.331055
	Iteration 103Q: 3 clusters Score -1.868721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 153741 members 
Entering Unmasked Estep 
Score: -18687220.000000 Penalty: 5931.331055
	Iteration 104Q: 3 clusters Score -1.868722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 153751 members 
Entering Unmasked Estep 
Score: -18687226.000000 Penalty: 5931.331055
	Iteration 105Q: 3 clusters Score -1.868723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 153758 members 
Entering Unmasked Estep 
Score: -18687234.000000 Penalty: 5931.331055
	Iteration 106Q: 3 clusters Score -1.868723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 153766 members 
Entering Unmasked Estep 
Score: -18687234.000000 Penalty: 5931.331055
	Iteration 107Q: 3 clusters Score -1.868723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 153776 members 
Entering Unmasked Estep 
Score: -18687242.000000 Penalty: 5931.331055
	Iteration 108Q: 3 clusters Score -1.868724e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 153789 members 
Entering Unmasked Estep 
Score: -18687246.000000 Penalty: 5931.331055
	Iteration 109Q: 3 clusters Score -1.868725e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 153802 members 
Entering Unmasked Estep 
Score: -18687262.000000 Penalty: 5931.331055
	Iteration 110Q: 3 clusters Score -1.868726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 153811 members 
Entering Unmasked Estep 
Score: -18687268.000000 Penalty: 5931.331055
	Iteration 111Q: 3 clusters Score -1.868727e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 153820 members 
Entering Unmasked Estep 
Score: -18687270.000000 Penalty: 5931.331055
	Iteration 112Q: 3 clusters Score -1.868727e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 153832 members 
Entering Unmasked Estep 
Score: -18687276.000000 Penalty: 5931.331055
	Iteration 113Q: 3 clusters Score -1.868728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 153839 members 
Entering Unmasked Estep 
Score: -18687264.000000 Penalty: 5931.331055
	Iteration 114Q: 3 clusters Score -1.868726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 153839 members 
Entering Unmasked Estep 
Score: -18687282.000000 Penalty: 5931.331055
	Iteration 115Q: 3 clusters Score -1.868728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 153845 members 
Entering Unmasked Estep 
Score: -18687276.000000 Penalty: 5931.331055
	Iteration 116Q: 3 clusters Score -1.868728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 153854 members 
Entering Unmasked Estep 
Score: -18687270.000000 Penalty: 5931.331055
	Iteration 117Q: 3 clusters Score -1.868727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 153867 members 
Entering Unmasked Estep 
Score: -18687258.000000 Penalty: 5931.331055
	Iteration 118Q: 3 clusters Score -1.868726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 153874 members 
Entering Unmasked Estep 
Score: -18687262.000000 Penalty: 5931.331055
	Iteration 119Q: 3 clusters Score -1.868726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 153879 members 
Entering Unmasked Estep 
Score: -18687266.000000 Penalty: 5931.331055
	Iteration 120F: 3 clusters Score -1.868727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 153883 members 
Entering Unmasked Estep 
Score: -18687266.000000 Penalty: 5931.331055
	Iteration 121Q: 3 clusters Score -1.868727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 153885 members 
Entering Unmasked Estep 
Score: -18687260.000000 Penalty: 5931.331055
	Iteration 122Q: 3 clusters Score -1.868726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 153887 members 
Entering Unmasked Estep 
Score: -18687262.000000 Penalty: 5931.331055
	Iteration 123Q: 3 clusters Score -1.868726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -18687258.000000 Penalty: 5931.331055
	Iteration 124Q: 3 clusters Score -1.868726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -18687266.000000 Penalty: 5931.331055
	Iteration 125Q: 3 clusters Score -1.868727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 153892 members 
Entering Unmasked Estep 
Score: -18687266.000000 Penalty: 5931.331055
	Iteration 126Q: 3 clusters Score -1.868727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 153893 members 
Entering Unmasked Estep 
Score: -18687264.000000 Penalty: 5931.331055
	Iteration 127Q: 3 clusters Score -1.868726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 153896 members 
Entering Unmasked Estep 
Score: -18687274.000000 Penalty: 5931.331055
	Iteration 128Q: 3 clusters Score -1.868727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 153899 members 
Entering Unmasked Estep 
Score: -18687274.000000 Penalty: 5931.331055
	Iteration 129Q: 3 clusters Score -1.868727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 153900 members 
Entering Unmasked Estep 
Score: -18687268.000000 Penalty: 5931.331055
	Iteration 130Q: 3 clusters Score -1.868727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 153903 members 
Entering Unmasked Estep 
Score: -18687268.000000 Penalty: 5931.331055
	Iteration 131Q: 3 clusters Score -1.868727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 153907 members 
Entering Unmasked Estep 
Score: -18687264.000000 Penalty: 5931.331055
	Iteration 132Q: 3 clusters Score -1.868726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 153909 members 
Entering Unmasked Estep 
Score: -18687256.000000 Penalty: 5931.331055
	Iteration 133Q: 3 clusters Score -1.868726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 153911 members 
Entering Unmasked Estep 
Score: -18687258.000000 Penalty: 5931.331055
	Iteration 134Q: 3 clusters Score -1.868726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 153913 members 
Entering Unmasked Estep 
Score: -18687262.000000 Penalty: 5931.331055
	Iteration 135Q: 3 clusters Score -1.868726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 153913 members 
Entering Unmasked Estep 
Score: -18687262.000000 Penalty: 5931.331055
	Iteration 136F: 3 clusters Score -1.868726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Entering Unmasked Estep 
Score: -403629.312500 Penalty: 2022.316040
	Iteration 0F: 2 clusters Score -403629.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -400083.593750 Penalty: 4044.632080
	Iteration 0F: 3 clusters Score -400083.6 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -400840.593750 Penalty: 4044.632080
	Iteration 1F: 3 clusters Score -400840.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -401016.875000 Penalty: 4044.632080
	Iteration 2F: 3 clusters Score -401016.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -401098.468750 Penalty: 4044.632080
	Iteration 3Q: 3 clusters Score -401098.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -401145.843750 Penalty: 4044.632080
	Iteration 4Q: 3 clusters Score -401145.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -401179.718750 Penalty: 4044.632080
	Iteration 5Q: 3 clusters Score -401179.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -401209.312500 Penalty: 4044.632080
	Iteration 6Q: 3 clusters Score -401209.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -401232.281250 Penalty: 4044.632080
	Iteration 7Q: 3 clusters Score -401232.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -401248.593750 Penalty: 4044.632080
	Iteration 8Q: 3 clusters Score -401248.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -401262.875000 Penalty: 4044.632080
	Iteration 9Q: 3 clusters Score -401262.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -401273.500000 Penalty: 4044.632080
	Iteration 10Q: 3 clusters Score -401273.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -401279.437500 Penalty: 4044.632080
	Iteration 11Q: 3 clusters Score -401279.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -401286.218750 Penalty: 4044.632080
	Iteration 12Q: 3 clusters Score -401286.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -401290.093750 Penalty: 4044.632080
	Iteration 13Q: 3 clusters Score -401290.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -401294.093750 Penalty: 4044.632080
	Iteration 14Q: 3 clusters Score -401294.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -401298.218750 Penalty: 4044.632080
	Iteration 15Q: 3 clusters Score -401298.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -401301.500000 Penalty: 4044.632080
	Iteration 16Q: 3 clusters Score -401301.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -401305.281250 Penalty: 4044.632080
	Iteration 17Q: 3 clusters Score -401305.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -401309.093750 Penalty: 4044.632080
	Iteration 18Q: 3 clusters Score -401309.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -401314.468750 Penalty: 4044.632080
	Iteration 19Q: 3 clusters Score -401314.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -401319.031250 Penalty: 4044.632080
	Iteration 20F: 3 clusters Score -401319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -401324.000000 Penalty: 4044.632080
	Iteration 21Q: 3 clusters Score -401324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -401328.031250 Penalty: 4044.632080
	Iteration 22Q: 3 clusters Score -401328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -401330.281250 Penalty: 4044.632080
	Iteration 23Q: 3 clusters Score -401330.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -401331.875000 Penalty: 4044.632080
	Iteration 24Q: 3 clusters Score -401331.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -401335.500000 Penalty: 4044.632080
	Iteration 25Q: 3 clusters Score -401335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -401336.250000 Penalty: 4044.632080
	Iteration 26Q: 3 clusters Score -401336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -401336.875000 Penalty: 4044.632080
	Iteration 27Q: 3 clusters Score -401336.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -401336.187500 Penalty: 4044.632080
	Iteration 28Q: 3 clusters Score -401336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -401337.062500 Penalty: 4044.632080
	Iteration 29Q: 3 clusters Score -401337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -401337.468750 Penalty: 4044.632080
	Iteration 30Q: 3 clusters Score -401337.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -401338.218750 Penalty: 4044.632080
	Iteration 31Q: 3 clusters Score -401338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -401338.218750 Penalty: 4044.632080
	Iteration 32Q: 3 clusters Score -401338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -401338.062500 Penalty: 4044.632080
	Iteration 33Q: 3 clusters Score -401338.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -401338.062500 Penalty: 4044.632080
	Iteration 34F: 3 clusters Score -401338.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Entering Unmasked Estep 
Score: -650239.187500 Penalty: 2143.450195
	Iteration 0F: 2 clusters Score -650239.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -645317.312500 Penalty: 4286.900391
	Iteration 0F: 3 clusters Score -645317.3 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -646590.312500 Penalty: 4286.900391
	Iteration 1F: 3 clusters Score -646590.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -646878.562500 Penalty: 4286.900391
	Iteration 2F: 3 clusters Score -646878.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -647112.187500 Penalty: 4286.900391
	Iteration 3F: 3 clusters Score -647112.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -647329.750000 Penalty: 4286.900391
	Iteration 4F: 3 clusters Score -647329.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -647613.187500 Penalty: 4286.900391
	Iteration 5Q: 3 clusters Score -647613.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -648021.000000 Penalty: 4286.900391
	Iteration 6F: 3 clusters Score -648021 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -648454.937500 Penalty: 4286.900391
	Iteration 7F: 3 clusters Score -648454.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -648910.750000 Penalty: 4286.900391
	Iteration 8F: 3 clusters Score -648910.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -649256.187500 Penalty: 4286.900391
	Iteration 9F: 3 clusters Score -649256.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -649459.812500 Penalty: 4286.900391
	Iteration 10Q: 3 clusters Score -649459.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -649596.250000 Penalty: 4286.900391
	Iteration 11Q: 3 clusters Score -649596.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -649661.812500 Penalty: 4286.900391
	Iteration 12Q: 3 clusters Score -649661.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -649712.875000 Penalty: 4286.900391
	Iteration 13Q: 3 clusters Score -649712.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -649745.375000 Penalty: 4286.900391
	Iteration 14Q: 3 clusters Score -649745.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -649774.625000 Penalty: 4286.900391
	Iteration 15Q: 3 clusters Score -649774.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -649792.937500 Penalty: 4286.900391
	Iteration 16Q: 3 clusters Score -649792.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -649804.687500 Penalty: 4286.900391
	Iteration 17Q: 3 clusters Score -649804.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -649805.750000 Penalty: 4286.900391
	Iteration 18Q: 3 clusters Score -649805.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -649809.562500 Penalty: 4286.900391
	Iteration 19Q: 3 clusters Score -649809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -649811.875000 Penalty: 4286.900391
	Iteration 20F: 3 clusters Score -649811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -649811.250000 Penalty: 4286.900391
	Iteration 21Q: 3 clusters Score -649811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -649812.562500 Penalty: 4286.900391
	Iteration 22Q: 3 clusters Score -649812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -649813.250000 Penalty: 4286.900391
	Iteration 23Q: 3 clusters Score -649813.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -649813.250000 Penalty: 4286.900391
	Iteration 24F: 3 clusters Score -649813.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Entering Unmasked Estep 
Score: -4763173.500000 Penalty: 2628.120361
	Iteration 0F: 2 clusters Score -4763174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4736270.500000 Penalty: 5256.240723
	Iteration 0F: 3 clusters Score -4736270 nChanged 18272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -4746205.000000 Penalty: 5256.240723
	Iteration 1F: 3 clusters Score -4746205 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4746999.500000 Penalty: 5256.240723
	Iteration 2F: 3 clusters Score -4747000 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -4747966.000000 Penalty: 5256.240723
	Iteration 3F: 3 clusters Score -4747966 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4749224.500000 Penalty: 5256.240723
	Iteration 4F: 3 clusters Score -4749224 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -4750877.500000 Penalty: 5256.240723
	Iteration 5F: 3 clusters Score -4750878 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -4752959.000000 Penalty: 5256.240723
	Iteration 6F: 3 clusters Score -4752959 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4755224.000000 Penalty: 5256.240723
	Iteration 7F: 3 clusters Score -4755224 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -4757390.500000 Penalty: 5256.240723
	Iteration 8F: 3 clusters Score -4757390 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -4758872.000000 Penalty: 5256.240723
	Iteration 9Q: 3 clusters Score -4758872 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -4759670.000000 Penalty: 5256.240723
	Iteration 10Q: 3 clusters Score -4759670 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -4760049.000000 Penalty: 5256.240723
	Iteration 11Q: 3 clusters Score -4760049 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4760266.000000 Penalty: 5256.240723
	Iteration 12Q: 3 clusters Score -4760266 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -4760459.000000 Penalty: 5256.240723
	Iteration 13Q: 3 clusters Score -4760459 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -4760611.000000 Penalty: 5256.240723
	Iteration 14Q: 3 clusters Score -4760611 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -4760702.500000 Penalty: 5256.240723
	Iteration 15Q: 3 clusters Score -4760702 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -4760821.500000 Penalty: 5256.240723
	Iteration 16Q: 3 clusters Score -4760822 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -4760914.000000 Penalty: 5256.240723
	Iteration 17Q: 3 clusters Score -4760914 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -4760998.500000 Penalty: 5256.240723
	Iteration 18Q: 3 clusters Score -4760998 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -4761065.000000 Penalty: 5256.240723
	Iteration 19Q: 3 clusters Score -4761065 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -4761123.500000 Penalty: 5256.240723
	Iteration 20F: 3 clusters Score -4761124 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -4761146.000000 Penalty: 5256.240723
	Iteration 21Q: 3 clusters Score -4761146 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -4761217.000000 Penalty: 5256.240723
	Iteration 22Q: 3 clusters Score -4761217 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -4761257.500000 Penalty: 5256.240723
	Iteration 23Q: 3 clusters Score -4761258 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -4761286.000000 Penalty: 5256.240723
	Iteration 24Q: 3 clusters Score -4761286 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -4761295.500000 Penalty: 5256.240723
	Iteration 25Q: 3 clusters Score -4761296 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -4761302.500000 Penalty: 5256.240723
	Iteration 26Q: 3 clusters Score -4761302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -4761319.500000 Penalty: 5256.240723
	Iteration 27Q: 3 clusters Score -4761320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -4761338.000000 Penalty: 5256.240723
	Iteration 28Q: 3 clusters Score -4761338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -4761340.000000 Penalty: 5256.240723
	Iteration 29Q: 3 clusters Score -4761340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -4761346.500000 Penalty: 5256.240723
	Iteration 30Q: 3 clusters Score -4761346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4761355.000000 Penalty: 5256.240723
	Iteration 31Q: 3 clusters Score -4761355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -4761358.500000 Penalty: 5256.240723
	Iteration 32Q: 3 clusters Score -4761358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4761385.000000 Penalty: 5256.240723
	Iteration 33Q: 3 clusters Score -4761385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -4761392.000000 Penalty: 5256.240723
	Iteration 34Q: 3 clusters Score -4761392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -4761399.500000 Penalty: 5256.240723
	Iteration 35Q: 3 clusters Score -4761400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -4761404.500000 Penalty: 5256.240723
	Iteration 36Q: 3 clusters Score -4761404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -4761415.500000 Penalty: 5256.240723
	Iteration 37Q: 3 clusters Score -4761416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -4761420.500000 Penalty: 5256.240723
	Iteration 38Q: 3 clusters Score -4761420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -4761420.000000 Penalty: 5256.240723
	Iteration 39Q: 3 clusters Score -4761420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -4761430.500000 Penalty: 5256.240723
	Iteration 40F: 3 clusters Score -4761430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -4761434.500000 Penalty: 5256.240723
	Iteration 41Q: 3 clusters Score -4761434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -4761442.000000 Penalty: 5256.240723
	Iteration 42Q: 3 clusters Score -4761442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -4761431.000000 Penalty: 5256.240723
	Iteration 43Q: 3 clusters Score -4761431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -4761440.500000 Penalty: 5256.240723
	Iteration 44Q: 3 clusters Score -4761440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -4761443.500000 Penalty: 5256.240723
	Iteration 45Q: 3 clusters Score -4761444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4761450.000000 Penalty: 5256.240723
	Iteration 46Q: 3 clusters Score -4761450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -4761456.000000 Penalty: 5256.240723
	Iteration 47Q: 3 clusters Score -4761456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -4761448.500000 Penalty: 5256.240723
	Iteration 48Q: 3 clusters Score -4761448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -4761462.000000 Penalty: 5256.240723
	Iteration 49Q: 3 clusters Score -4761462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -4761457.500000 Penalty: 5256.240723
	Iteration 50Q: 3 clusters Score -4761458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -4761456.500000 Penalty: 5256.240723
	Iteration 51Q: 3 clusters Score -4761456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -4761466.000000 Penalty: 5256.240723
	Iteration 52Q: 3 clusters Score -4761466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -4761468.500000 Penalty: 5256.240723
	Iteration 53Q: 3 clusters Score -4761468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -4761465.000000 Penalty: 5256.240723
	Iteration 54Q: 3 clusters Score -4761465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -4761468.500000 Penalty: 5256.240723
	Iteration 55Q: 3 clusters Score -4761468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -4761464.500000 Penalty: 5256.240723
	Iteration 56Q: 3 clusters Score -4761464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -4761466.000000 Penalty: 5256.240723
	Iteration 57Q: 3 clusters Score -4761466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -4761469.500000 Penalty: 5256.240723
	Iteration 58Q: 3 clusters Score -4761470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -4761469.500000 Penalty: 5256.240723
	Iteration 59F: 3 clusters Score -4761470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94715 members 
Entering Unmasked Estep 
Score: -11303592.000000 Penalty: 2841.739746
	Iteration 0F: 2 clusters Score -1.130359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -11239932.000000 Penalty: 5683.479492
	Iteration 0F: 3 clusters Score -1.123993e+07 nChanged 44838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -11265646.000000 Penalty: 5683.479492
	Iteration 1F: 3 clusters Score -1.126565e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -11266971.000000 Penalty: 5683.479492
	Iteration 2Q: 3 clusters Score -1.126697e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -11269031.000000 Penalty: 5683.479492
	Iteration 3Q: 3 clusters Score -1.126903e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -11272443.000000 Penalty: 5683.479492
	Iteration 4F: 3 clusters Score -1.127244e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -11277770.000000 Penalty: 5683.479492
	Iteration 5F: 3 clusters Score -1.127777e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73053 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -11284270.000000 Penalty: 5683.479492
	Iteration 6F: 3 clusters Score -1.128427e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -11290462.000000 Penalty: 5683.479492
	Iteration 7F: 3 clusters Score -1.129046e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84818 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -11294973.000000 Penalty: 5683.479492
	Iteration 8F: 3 clusters Score -1.129497e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88311 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -11297764.000000 Penalty: 5683.479492
	Iteration 9Q: 3 clusters Score -1.129776e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90578 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -11299420.000000 Penalty: 5683.479492
	Iteration 10Q: 3 clusters Score -1.129942e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91958 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -11300399.000000 Penalty: 5683.479492
	Iteration 11Q: 3 clusters Score -1.13004e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92717 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -11300879.000000 Penalty: 5683.479492
	Iteration 12Q: 3 clusters Score -1.130088e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -11301094.000000 Penalty: 5683.479492
	Iteration 13Q: 3 clusters Score -1.130109e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11301228.000000 Penalty: 5683.479492
	Iteration 14Q: 3 clusters Score -1.130123e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93568 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -11301329.000000 Penalty: 5683.479492
	Iteration 15Q: 3 clusters Score -1.130133e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93677 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11301406.000000 Penalty: 5683.479492
	Iteration 16Q: 3 clusters Score -1.130141e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11301465.000000 Penalty: 5683.479492
	Iteration 17Q: 3 clusters Score -1.130146e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93809 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -11301518.000000 Penalty: 5683.479492
	Iteration 18Q: 3 clusters Score -1.130152e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93859 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11301559.000000 Penalty: 5683.479492
	Iteration 19Q: 3 clusters Score -1.130156e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93898 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11301605.000000 Penalty: 5683.479492
	Iteration 20F: 3 clusters Score -1.13016e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11301616.000000 Penalty: 5683.479492
	Iteration 21Q: 3 clusters Score -1.130162e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -11301631.000000 Penalty: 5683.479492
	Iteration 22Q: 3 clusters Score -1.130163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93950 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11301660.000000 Penalty: 5683.479492
	Iteration 23Q: 3 clusters Score -1.130166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93958 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11301679.000000 Penalty: 5683.479492
	Iteration 24Q: 3 clusters Score -1.130168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -11301690.000000 Penalty: 5683.479492
	Iteration 25Q: 3 clusters Score -1.130169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -11301698.000000 Penalty: 5683.479492
	Iteration 26Q: 3 clusters Score -1.13017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11301688.000000 Penalty: 5683.479492
	Iteration 27Q: 3 clusters Score -1.130169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93995 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11301699.000000 Penalty: 5683.479492
	Iteration 28Q: 3 clusters Score -1.13017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93997 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11301704.000000 Penalty: 5683.479492
	Iteration 29Q: 3 clusters Score -1.13017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11301710.000000 Penalty: 5683.479492
	Iteration 30Q: 3 clusters Score -1.130171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -11301713.000000 Penalty: 5683.479492
	Iteration 31Q: 3 clusters Score -1.130171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -11301720.000000 Penalty: 5683.479492
	Iteration 32Q: 3 clusters Score -1.130172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11301730.000000 Penalty: 5683.479492
	Iteration 33Q: 3 clusters Score -1.130173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11301729.000000 Penalty: 5683.479492
	Iteration 34Q: 3 clusters Score -1.130173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94007 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11301731.000000 Penalty: 5683.479492
	Iteration 35Q: 3 clusters Score -1.130173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11301737.000000 Penalty: 5683.479492
	Iteration 36Q: 3 clusters Score -1.130174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11301739.000000 Penalty: 5683.479492
	Iteration 37Q: 3 clusters Score -1.130174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11301737.000000 Penalty: 5683.479492
	Iteration 38Q: 3 clusters Score -1.130174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94011 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11301727.000000 Penalty: 5683.479492
	Iteration 39Q: 3 clusters Score -1.130173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94011 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11301727.000000 Penalty: 5683.479492
	Iteration 40F: 3 clusters Score -1.130173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Entering Unmasked Estep 
Score: -546981.250000 Penalty: 2111.568359
	Iteration 0F: 2 clusters Score -546981.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -542505.250000 Penalty: 4223.136719
	Iteration 0F: 3 clusters Score -542505.2 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -543601.687500 Penalty: 4223.136719
	Iteration 1F: 3 clusters Score -543601.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -543820.750000 Penalty: 4223.136719
	Iteration 2F: 3 clusters Score -543820.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -543978.750000 Penalty: 4223.136719
	Iteration 3F: 3 clusters Score -543978.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -544108.750000 Penalty: 4223.136719
	Iteration 4Q: 3 clusters Score -544108.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -544249.375000 Penalty: 4223.136719
	Iteration 5Q: 3 clusters Score -544249.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -544419.500000 Penalty: 4223.136719
	Iteration 6Q: 3 clusters Score -544419.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -544604.750000 Penalty: 4223.136719
	Iteration 7Q: 3 clusters Score -544604.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -544763.187500 Penalty: 4223.136719
	Iteration 8Q: 3 clusters Score -544763.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -544898.812500 Penalty: 4223.136719
	Iteration 9Q: 3 clusters Score -544898.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -545029.937500 Penalty: 4223.136719
	Iteration 10Q: 3 clusters Score -545029.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -545163.250000 Penalty: 4223.136719
	Iteration 11Q: 3 clusters Score -545163.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -545273.437500 Penalty: 4223.136719
	Iteration 12Q: 3 clusters Score -545273.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -545352.437500 Penalty: 4223.136719
	Iteration 13Q: 3 clusters Score -545352.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -545402.500000 Penalty: 4223.136719
	Iteration 14Q: 3 clusters Score -545402.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -545449.250000 Penalty: 4223.136719
	Iteration 15Q: 3 clusters Score -545449.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -545483.875000 Penalty: 4223.136719
	Iteration 16Q: 3 clusters Score -545483.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -545513.375000 Penalty: 4223.136719
	Iteration 17Q: 3 clusters Score -545513.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -545532.687500 Penalty: 4223.136719
	Iteration 18Q: 3 clusters Score -545532.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -545550.187500 Penalty: 4223.136719
	Iteration 19Q: 3 clusters Score -545550.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -545562.500000 Penalty: 4223.136719
	Iteration 20F: 3 clusters Score -545562.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -545573.937500 Penalty: 4223.136719
	Iteration 21Q: 3 clusters Score -545573.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -545581.187500 Penalty: 4223.136719
	Iteration 22Q: 3 clusters Score -545581.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -545587.812500 Penalty: 4223.136719
	Iteration 23Q: 3 clusters Score -545587.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -545590.250000 Penalty: 4223.136719
	Iteration 24Q: 3 clusters Score -545590.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -545592.562500 Penalty: 4223.136719
	Iteration 25Q: 3 clusters Score -545592.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -545597.500000 Penalty: 4223.136719
	Iteration 26Q: 3 clusters Score -545597.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -545600.812500 Penalty: 4223.136719
	Iteration 27Q: 3 clusters Score -545600.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -545604.562500 Penalty: 4223.136719
	Iteration 28Q: 3 clusters Score -545604.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -545605.750000 Penalty: 4223.136719
	Iteration 29Q: 3 clusters Score -545605.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -545609.812500 Penalty: 4223.136719
	Iteration 30Q: 3 clusters Score -545609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -545611.062500 Penalty: 4223.136719
	Iteration 31Q: 3 clusters Score -545611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -545611.375000 Penalty: 4223.136719
	Iteration 32Q: 3 clusters Score -545611.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -545615.250000 Penalty: 4223.136719
	Iteration 33Q: 3 clusters Score -545615.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -545617.000000 Penalty: 4223.136719
	Iteration 34Q: 3 clusters Score -545617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -545617.812500 Penalty: 4223.136719
	Iteration 35Q: 3 clusters Score -545617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -545619.250000 Penalty: 4223.136719
	Iteration 36Q: 3 clusters Score -545619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -545622.437500 Penalty: 4223.136719
	Iteration 37Q: 3 clusters Score -545622.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -545622.687500 Penalty: 4223.136719
	Iteration 38Q: 3 clusters Score -545622.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -545622.187500 Penalty: 4223.136719
	Iteration 39Q: 3 clusters Score -545622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -545622.312500 Penalty: 4223.136719
	Iteration 40F: 3 clusters Score -545622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -545623.312500 Penalty: 4223.136719
	Iteration 41Q: 3 clusters Score -545623.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -545623.312500 Penalty: 4223.136719
	Iteration 42Q: 3 clusters Score -545623.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -545623.562500 Penalty: 4223.136719
	Iteration 43Q: 3 clusters Score -545623.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -545624.500000 Penalty: 4223.136719
	Iteration 44Q: 3 clusters Score -545624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -545624.250000 Penalty: 4223.136719
	Iteration 45Q: 3 clusters Score -545624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -545623.875000 Penalty: 4223.136719
	Iteration 46Q: 3 clusters Score -545623.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -545623.875000 Penalty: 4223.136719
	Iteration 47F: 3 clusters Score -545623.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Entering Unmasked Estep 
Score: -5254435.000000 Penalty: 2652.614990
	Iteration 0F: 2 clusters Score -5254435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -5224437.000000 Penalty: 5305.229980
	Iteration 0F: 3 clusters Score -5224437 nChanged 20375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5235488.500000 Penalty: 5305.229980
	Iteration 1F: 3 clusters Score -5235488 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5235939.000000 Penalty: 5305.229980
	Iteration 2Q: 3 clusters Score -5235939 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -5236373.500000 Penalty: 5305.229980
	Iteration 3Q: 3 clusters Score -5236374 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -5236886.500000 Penalty: 5305.229980
	Iteration 4Q: 3 clusters Score -5236886 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -5237478.500000 Penalty: 5305.229980
	Iteration 5Q: 3 clusters Score -5237478 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -5238268.000000 Penalty: 5305.229980
	Iteration 6Q: 3 clusters Score -5238268 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -5239538.000000 Penalty: 5305.229980
	Iteration 7F: 3 clusters Score -5239538 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -5241421.000000 Penalty: 5305.229980
	Iteration 8F: 3 clusters Score -5241421 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -5243724.500000 Penalty: 5305.229980
	Iteration 9F: 3 clusters Score -5243724 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -5246071.000000 Penalty: 5305.229980
	Iteration 10F: 3 clusters Score -5246071 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -5247951.500000 Penalty: 5305.229980
	Iteration 11F: 3 clusters Score -5247952 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -5249311.000000 Penalty: 5305.229980
	Iteration 12Q: 3 clusters Score -5249311 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -5250170.500000 Penalty: 5305.229980
	Iteration 13Q: 3 clusters Score -5250170 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -5250608.500000 Penalty: 5305.229980
	Iteration 14Q: 3 clusters Score -5250608 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -5250904.000000 Penalty: 5305.229980
	Iteration 15Q: 3 clusters Score -5250904 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -5251078.000000 Penalty: 5305.229980
	Iteration 16Q: 3 clusters Score -5251078 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -5251283.500000 Penalty: 5305.229980
	Iteration 17Q: 3 clusters Score -5251284 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -5251400.500000 Penalty: 5305.229980
	Iteration 18Q: 3 clusters Score -5251400 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -5251510.500000 Penalty: 5305.229980
	Iteration 19Q: 3 clusters Score -5251510 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -5251604.000000 Penalty: 5305.229980
	Iteration 20F: 3 clusters Score -5251604 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -5251682.000000 Penalty: 5305.229980
	Iteration 21Q: 3 clusters Score -5251682 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -5251744.500000 Penalty: 5305.229980
	Iteration 22Q: 3 clusters Score -5251744 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -5251793.000000 Penalty: 5305.229980
	Iteration 23Q: 3 clusters Score -5251793 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -5251830.500000 Penalty: 5305.229980
	Iteration 24Q: 3 clusters Score -5251830 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -5251848.000000 Penalty: 5305.229980
	Iteration 25Q: 3 clusters Score -5251848 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -5251877.500000 Penalty: 5305.229980
	Iteration 26Q: 3 clusters Score -5251878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -5251896.000000 Penalty: 5305.229980
	Iteration 27Q: 3 clusters Score -5251896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -5251914.500000 Penalty: 5305.229980
	Iteration 28Q: 3 clusters Score -5251914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -5251910.000000 Penalty: 5305.229980
	Iteration 29Q: 3 clusters Score -5251910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -5251927.000000 Penalty: 5305.229980
	Iteration 30Q: 3 clusters Score -5251927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -5251938.000000 Penalty: 5305.229980
	Iteration 31Q: 3 clusters Score -5251938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -5251954.500000 Penalty: 5305.229980
	Iteration 32Q: 3 clusters Score -5251954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -5251973.500000 Penalty: 5305.229980
	Iteration 33Q: 3 clusters Score -5251974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5251979.000000 Penalty: 5305.229980
	Iteration 34Q: 3 clusters Score -5251979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -5251990.000000 Penalty: 5305.229980
	Iteration 35Q: 3 clusters Score -5251990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -5251999.000000 Penalty: 5305.229980
	Iteration 36Q: 3 clusters Score -5251999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -5251996.500000 Penalty: 5305.229980
	Iteration 37Q: 3 clusters Score -5251996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -5252007.000000 Penalty: 5305.229980
	Iteration 38Q: 3 clusters Score -5252007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -5252005.000000 Penalty: 5305.229980
	Iteration 39Q: 3 clusters Score -5252005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -5252019.000000 Penalty: 5305.229980
	Iteration 40F: 3 clusters Score -5252019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -5252021.500000 Penalty: 5305.229980
	Iteration 41Q: 3 clusters Score -5252022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5252027.000000 Penalty: 5305.229980
	Iteration 42Q: 3 clusters Score -5252027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -5252033.000000 Penalty: 5305.229980
	Iteration 43Q: 3 clusters Score -5252033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -5252035.500000 Penalty: 5305.229980
	Iteration 44Q: 3 clusters Score -5252036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -5252034.000000 Penalty: 5305.229980
	Iteration 45Q: 3 clusters Score -5252034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -5252040.500000 Penalty: 5305.229980
	Iteration 46Q: 3 clusters Score -5252040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -5252037.000000 Penalty: 5305.229980
	Iteration 47Q: 3 clusters Score -5252037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -5252042.000000 Penalty: 5305.229980
	Iteration 48Q: 3 clusters Score -5252042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -5252047.500000 Penalty: 5305.229980
	Iteration 49Q: 3 clusters Score -5252048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -5252048.000000 Penalty: 5305.229980
	Iteration 50Q: 3 clusters Score -5252048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -5252049.000000 Penalty: 5305.229980
	Iteration 51Q: 3 clusters Score -5252049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -5252049.500000 Penalty: 5305.229980
	Iteration 52Q: 3 clusters Score -5252050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -5252059.000000 Penalty: 5305.229980
	Iteration 53Q: 3 clusters Score -5252059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -5252057.500000 Penalty: 5305.229980
	Iteration 54Q: 3 clusters Score -5252058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -5252062.500000 Penalty: 5305.229980
	Iteration 55Q: 3 clusters Score -5252062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -5252067.000000 Penalty: 5305.229980
	Iteration 56Q: 3 clusters Score -5252067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -5252067.500000 Penalty: 5305.229980
	Iteration 57Q: 3 clusters Score -5252068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -5252071.500000 Penalty: 5305.229980
	Iteration 58Q: 3 clusters Score -5252072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -5252076.500000 Penalty: 5305.229980
	Iteration 59Q: 3 clusters Score -5252076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -5252073.000000 Penalty: 5305.229980
	Iteration 60F: 3 clusters Score -5252073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -5252075.000000 Penalty: 5305.229980
	Iteration 61Q: 3 clusters Score -5252075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -5252081.500000 Penalty: 5305.229980
	Iteration 62Q: 3 clusters Score -5252082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -5252086.500000 Penalty: 5305.229980
	Iteration 63Q: 3 clusters Score -5252086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -5252087.500000 Penalty: 5305.229980
	Iteration 64Q: 3 clusters Score -5252088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -5252087.000000 Penalty: 5305.229980
	Iteration 65Q: 3 clusters Score -5252087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -5252096.500000 Penalty: 5305.229980
	Iteration 66Q: 3 clusters Score -5252096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -5252102.500000 Penalty: 5305.229980
	Iteration 67Q: 3 clusters Score -5252102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -5252103.000000 Penalty: 5305.229980
	Iteration 68Q: 3 clusters Score -5252103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -5252102.500000 Penalty: 5305.229980
	Iteration 69Q: 3 clusters Score -5252102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -5252112.500000 Penalty: 5305.229980
	Iteration 70Q: 3 clusters Score -5252112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -5252119.000000 Penalty: 5305.229980
	Iteration 71Q: 3 clusters Score -5252119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -5252114.000000 Penalty: 5305.229980
	Iteration 72Q: 3 clusters Score -5252114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -5252121.000000 Penalty: 5305.229980
	Iteration 73Q: 3 clusters Score -5252121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -5252120.500000 Penalty: 5305.229980
	Iteration 74Q: 3 clusters Score -5252120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -5252132.500000 Penalty: 5305.229980
	Iteration 75Q: 3 clusters Score -5252132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -5252125.000000 Penalty: 5305.229980
	Iteration 76Q: 3 clusters Score -5252125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -5252129.000000 Penalty: 5305.229980
	Iteration 77Q: 3 clusters Score -5252129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -5252129.000000 Penalty: 5305.229980
	Iteration 78Q: 3 clusters Score -5252129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -5252131.500000 Penalty: 5305.229980
	Iteration 79Q: 3 clusters Score -5252132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -5252130.500000 Penalty: 5305.229980
	Iteration 80F: 3 clusters Score -5252130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -5252135.000000 Penalty: 5305.229980
	Iteration 81Q: 3 clusters Score -5252135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -5252144.500000 Penalty: 5305.229980
	Iteration 82Q: 3 clusters Score -5252144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -5252143.500000 Penalty: 5305.229980
	Iteration 83Q: 3 clusters Score -5252144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -5252144.000000 Penalty: 5305.229980
	Iteration 84Q: 3 clusters Score -5252144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -5252149.000000 Penalty: 5305.229980
	Iteration 85Q: 3 clusters Score -5252149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -5252146.000000 Penalty: 5305.229980
	Iteration 86Q: 3 clusters Score -5252146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -5252146.000000 Penalty: 5305.229980
	Iteration 87F: 3 clusters Score -5252146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Entering Unmasked Estep 
Score: -4572551.000000 Penalty: 2615.922607
	Iteration 0F: 2 clusters Score -4572551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4546565.500000 Penalty: 5231.845215
	Iteration 0F: 3 clusters Score -4546566 nChanged 17415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4556201.500000 Penalty: 5231.845215
	Iteration 1F: 3 clusters Score -4556202 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -4556715.500000 Penalty: 5231.845215
	Iteration 2Q: 3 clusters Score -4556716 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -4557149.000000 Penalty: 5231.845215
	Iteration 3Q: 3 clusters Score -4557149 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4557648.500000 Penalty: 5231.845215
	Iteration 4Q: 3 clusters Score -4557648 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -4558105.000000 Penalty: 5231.845215
	Iteration 5Q: 3 clusters Score -4558105 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -4558622.000000 Penalty: 5231.845215
	Iteration 6Q: 3 clusters Score -4558622 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -4559164.500000 Penalty: 5231.845215
	Iteration 7Q: 3 clusters Score -4559164 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -4559831.000000 Penalty: 5231.845215
	Iteration 8Q: 3 clusters Score -4559831 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -4560669.000000 Penalty: 5231.845215
	Iteration 9Q: 3 clusters Score -4560669 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -4561773.000000 Penalty: 5231.845215
	Iteration 10Q: 3 clusters Score -4561773 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -4563024.000000 Penalty: 5231.845215
	Iteration 11Q: 3 clusters Score -4563024 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -4564071.500000 Penalty: 5231.845215
	Iteration 12Q: 3 clusters Score -4564072 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -4564803.000000 Penalty: 5231.845215
	Iteration 13Q: 3 clusters Score -4564803 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4565163.000000 Penalty: 5231.845215
	Iteration 14Q: 3 clusters Score -4565163 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4565343.000000 Penalty: 5231.845215
	Iteration 15Q: 3 clusters Score -4565343 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -4565493.000000 Penalty: 5231.845215
	Iteration 16Q: 3 clusters Score -4565493 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -4565599.000000 Penalty: 5231.845215
	Iteration 17Q: 3 clusters Score -4565599 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -4565696.500000 Penalty: 5231.845215
	Iteration 18Q: 3 clusters Score -4565696 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -4565791.500000 Penalty: 5231.845215
	Iteration 19Q: 3 clusters Score -4565792 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -4565927.500000 Penalty: 5231.845215
	Iteration 20F: 3 clusters Score -4565928 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4566015.000000 Penalty: 5231.845215
	Iteration 21Q: 3 clusters Score -4566015 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -4566133.500000 Penalty: 5231.845215
	Iteration 22Q: 3 clusters Score -4566134 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4566220.500000 Penalty: 5231.845215
	Iteration 23Q: 3 clusters Score -4566220 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -4566300.500000 Penalty: 5231.845215
	Iteration 24Q: 3 clusters Score -4566300 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -4566383.000000 Penalty: 5231.845215
	Iteration 25Q: 3 clusters Score -4566383 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -4566432.500000 Penalty: 5231.845215
	Iteration 26Q: 3 clusters Score -4566432 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -4566518.000000 Penalty: 5231.845215
	Iteration 27Q: 3 clusters Score -4566518 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -4566582.500000 Penalty: 5231.845215
	Iteration 28Q: 3 clusters Score -4566582 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -4566628.000000 Penalty: 5231.845215
	Iteration 29Q: 3 clusters Score -4566628 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -4566668.000000 Penalty: 5231.845215
	Iteration 30Q: 3 clusters Score -4566668 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4566706.000000 Penalty: 5231.845215
	Iteration 31Q: 3 clusters Score -4566706 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4566767.500000 Penalty: 5231.845215
	Iteration 32Q: 3 clusters Score -4566768 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4566782.500000 Penalty: 5231.845215
	Iteration 33Q: 3 clusters Score -4566782 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -4566804.500000 Penalty: 5231.845215
	Iteration 34Q: 3 clusters Score -4566804 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -4566841.000000 Penalty: 5231.845215
	Iteration 35Q: 3 clusters Score -4566841 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -4566873.000000 Penalty: 5231.845215
	Iteration 36Q: 3 clusters Score -4566873 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -4566873.500000 Penalty: 5231.845215
	Iteration 37Q: 3 clusters Score -4566874 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -4566908.000000 Penalty: 5231.845215
	Iteration 38Q: 3 clusters Score -4566908 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4566935.500000 Penalty: 5231.845215
	Iteration 39Q: 3 clusters Score -4566936 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -4566944.000000 Penalty: 5231.845215
	Iteration 40F: 3 clusters Score -4566944 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -4566960.000000 Penalty: 5231.845215
	Iteration 41Q: 3 clusters Score -4566960 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -4566963.500000 Penalty: 5231.845215
	Iteration 42Q: 3 clusters Score -4566964 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -4566978.000000 Penalty: 5231.845215
	Iteration 43Q: 3 clusters Score -4566978 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -4566971.000000 Penalty: 5231.845215
	Iteration 44Q: 3 clusters Score -4566971 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -4566988.500000 Penalty: 5231.845215
	Iteration 45Q: 3 clusters Score -4566988 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -4566989.000000 Penalty: 5231.845215
	Iteration 46Q: 3 clusters Score -4566989 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -4566998.500000 Penalty: 5231.845215
	Iteration 47Q: 3 clusters Score -4566998 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -4566992.500000 Penalty: 5231.845215
	Iteration 48Q: 3 clusters Score -4566992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4566997.000000 Penalty: 5231.845215
	Iteration 49Q: 3 clusters Score -4566997 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4567005.000000 Penalty: 5231.845215
	Iteration 50Q: 3 clusters Score -4567005 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -4567010.000000 Penalty: 5231.845215
	Iteration 51Q: 3 clusters Score -4567010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4567027.000000 Penalty: 5231.845215
	Iteration 52Q: 3 clusters Score -4567027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -4567026.000000 Penalty: 5231.845215
	Iteration 53Q: 3 clusters Score -4567026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -4567028.500000 Penalty: 5231.845215
	Iteration 54Q: 3 clusters Score -4567028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -4567030.500000 Penalty: 5231.845215
	Iteration 55Q: 3 clusters Score -4567030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -4567023.000000 Penalty: 5231.845215
	Iteration 56Q: 3 clusters Score -4567023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4567040.500000 Penalty: 5231.845215
	Iteration 57Q: 3 clusters Score -4567040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -4567040.000000 Penalty: 5231.845215
	Iteration 58Q: 3 clusters Score -4567040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4567036.500000 Penalty: 5231.845215
	Iteration 59Q: 3 clusters Score -4567036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -4567032.500000 Penalty: 5231.845215
	Iteration 60F: 3 clusters Score -4567032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4567021.000000 Penalty: 5231.845215
	Iteration 61Q: 3 clusters Score -4567021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -4567022.500000 Penalty: 5231.845215
	Iteration 62Q: 3 clusters Score -4567022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -4567025.500000 Penalty: 5231.845215
	Iteration 63Q: 3 clusters Score -4567026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4567027.500000 Penalty: 5231.845215
	Iteration 64Q: 3 clusters Score -4567028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -4567034.000000 Penalty: 5231.845215
	Iteration 65Q: 3 clusters Score -4567034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -4567030.000000 Penalty: 5231.845215
	Iteration 66Q: 3 clusters Score -4567030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -4567027.000000 Penalty: 5231.845215
	Iteration 67Q: 3 clusters Score -4567027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4567029.500000 Penalty: 5231.845215
	Iteration 68Q: 3 clusters Score -4567030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4567046.000000 Penalty: 5231.845215
	Iteration 69Q: 3 clusters Score -4567046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -4567049.000000 Penalty: 5231.845215
	Iteration 70Q: 3 clusters Score -4567049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -4567047.500000 Penalty: 5231.845215
	Iteration 71Q: 3 clusters Score -4567048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -4567043.500000 Penalty: 5231.845215
	Iteration 72Q: 3 clusters Score -4567044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -4567039.000000 Penalty: 5231.845215
	Iteration 73Q: 3 clusters Score -4567039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -4567040.000000 Penalty: 5231.845215
	Iteration 74Q: 3 clusters Score -4567040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -4567061.500000 Penalty: 5231.845215
	Iteration 75Q: 3 clusters Score -4567062 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -4567061.000000 Penalty: 5231.845215
	Iteration 76Q: 3 clusters Score -4567061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -4567065.500000 Penalty: 5231.845215
	Iteration 77Q: 3 clusters Score -4567066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -4567075.500000 Penalty: 5231.845215
	Iteration 78Q: 3 clusters Score -4567076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -4567073.500000 Penalty: 5231.845215
	Iteration 79Q: 3 clusters Score -4567074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -4567070.500000 Penalty: 5231.845215
	Iteration 80F: 3 clusters Score -4567070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -4567070.000000 Penalty: 5231.845215
	Iteration 81Q: 3 clusters Score -4567070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -4567070.000000 Penalty: 5231.845215
	Iteration 82Q: 3 clusters Score -4567070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -4567079.000000 Penalty: 5231.845215
	Iteration 83Q: 3 clusters Score -4567079 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -4567076.000000 Penalty: 5231.845215
	Iteration 84Q: 3 clusters Score -4567076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -4567084.000000 Penalty: 5231.845215
	Iteration 85Q: 3 clusters Score -4567084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -4567090.500000 Penalty: 5231.845215
	Iteration 86Q: 3 clusters Score -4567090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -4567091.500000 Penalty: 5231.845215
	Iteration 87Q: 3 clusters Score -4567092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -4567087.500000 Penalty: 5231.845215
	Iteration 88Q: 3 clusters Score -4567088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -4567089.000000 Penalty: 5231.845215
	Iteration 89Q: 3 clusters Score -4567089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -4567086.000000 Penalty: 5231.845215
	Iteration 90Q: 3 clusters Score -4567086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -4567089.000000 Penalty: 5231.845215
	Iteration 91Q: 3 clusters Score -4567089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -4567093.000000 Penalty: 5231.845215
	Iteration 92Q: 3 clusters Score -4567093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4567091.000000 Penalty: 5231.845215
	Iteration 93Q: 3 clusters Score -4567091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -4567091.500000 Penalty: 5231.845215
	Iteration 94Q: 3 clusters Score -4567092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -4567092.000000 Penalty: 5231.845215
	Iteration 95Q: 3 clusters Score -4567092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -4567101.000000 Penalty: 5231.845215
	Iteration 96Q: 3 clusters Score -4567101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -4567099.500000 Penalty: 5231.845215
	Iteration 97Q: 3 clusters Score -4567100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -4567104.500000 Penalty: 5231.845215
	Iteration 98Q: 3 clusters Score -4567104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -4567104.500000 Penalty: 5231.845215
	Iteration 99Q: 3 clusters Score -4567104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -4567106.500000 Penalty: 5231.845215
	Iteration 100F: 3 clusters Score -4567106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -4567108.500000 Penalty: 5231.845215
	Iteration 101Q: 3 clusters Score -4567108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -4567107.500000 Penalty: 5231.845215
	Iteration 102Q: 3 clusters Score -4567108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -4567108.500000 Penalty: 5231.845215
	Iteration 103Q: 3 clusters Score -4567108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -4567109.500000 Penalty: 5231.845215
	Iteration 104Q: 3 clusters Score -4567110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -4567113.500000 Penalty: 5231.845215
	Iteration 105Q: 3 clusters Score -4567114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -4567110.500000 Penalty: 5231.845215
	Iteration 106Q: 3 clusters Score -4567110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -4567103.500000 Penalty: 5231.845215
	Iteration 107Q: 3 clusters Score -4567104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -4567103.500000 Penalty: 5231.845215
	Iteration 108Q: 3 clusters Score -4567104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -4567102.000000 Penalty: 5231.845215
	Iteration 109Q: 3 clusters Score -4567102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -4567099.500000 Penalty: 5231.845215
	Iteration 110Q: 3 clusters Score -4567100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -4567103.000000 Penalty: 5231.845215
	Iteration 111Q: 3 clusters Score -4567103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -4567106.500000 Penalty: 5231.845215
	Iteration 112Q: 3 clusters Score -4567106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -4567106.500000 Penalty: 5231.845215
	Iteration 113F: 3 clusters Score -4567106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Entering Unmasked Estep 
Score: -745333.375000 Penalty: 2186.432617
	Iteration 0F: 2 clusters Score -745333.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -739751.750000 Penalty: 4372.865234
	Iteration 0F: 3 clusters Score -739751.8 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -741184.437500 Penalty: 4372.865234
	Iteration 1F: 3 clusters Score -741184.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -741500.375000 Penalty: 4372.865234
	Iteration 2F: 3 clusters Score -741500.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -741758.562500 Penalty: 4372.865234
	Iteration 3F: 3 clusters Score -741758.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -742010.187500 Penalty: 4372.865234
	Iteration 4F: 3 clusters Score -742010.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -742239.687500 Penalty: 4372.865234
	Iteration 5Q: 3 clusters Score -742239.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -742456.687500 Penalty: 4372.865234
	Iteration 6Q: 3 clusters Score -742456.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -742630.500000 Penalty: 4372.865234
	Iteration 7Q: 3 clusters Score -742630.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -742787.062500 Penalty: 4372.865234
	Iteration 8Q: 3 clusters Score -742787.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -742945.250000 Penalty: 4372.865234
	Iteration 9Q: 3 clusters Score -742945.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -743072.437500 Penalty: 4372.865234
	Iteration 10Q: 3 clusters Score -743072.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -743153.750000 Penalty: 4372.865234
	Iteration 11Q: 3 clusters Score -743153.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -743205.625000 Penalty: 4372.865234
	Iteration 12Q: 3 clusters Score -743205.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -743235.437500 Penalty: 4372.865234
	Iteration 13Q: 3 clusters Score -743235.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -743258.812500 Penalty: 4372.865234
	Iteration 14Q: 3 clusters Score -743258.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -743274.437500 Penalty: 4372.865234
	Iteration 15Q: 3 clusters Score -743274.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -743290.562500 Penalty: 4372.865234
	Iteration 16Q: 3 clusters Score -743290.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -743303.312500 Penalty: 4372.865234
	Iteration 17Q: 3 clusters Score -743303.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -743316.062500 Penalty: 4372.865234
	Iteration 18Q: 3 clusters Score -743316.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -743325.875000 Penalty: 4372.865234
	Iteration 19Q: 3 clusters Score -743325.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -743334.062500 Penalty: 4372.865234
	Iteration 20F: 3 clusters Score -743334.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -743341.562500 Penalty: 4372.865234
	Iteration 21Q: 3 clusters Score -743341.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -743347.937500 Penalty: 4372.865234
	Iteration 22Q: 3 clusters Score -743347.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -743361.312500 Penalty: 4372.865234
	Iteration 23Q: 3 clusters Score -743361.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -743371.625000 Penalty: 4372.865234
	Iteration 24Q: 3 clusters Score -743371.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -743385.062500 Penalty: 4372.865234
	Iteration 25Q: 3 clusters Score -743385.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -743393.437500 Penalty: 4372.865234
	Iteration 26Q: 3 clusters Score -743393.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -743408.937500 Penalty: 4372.865234
	Iteration 27Q: 3 clusters Score -743408.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -743421.437500 Penalty: 4372.865234
	Iteration 28Q: 3 clusters Score -743421.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -743435.687500 Penalty: 4372.865234
	Iteration 29Q: 3 clusters Score -743435.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -743442.375000 Penalty: 4372.865234
	Iteration 30Q: 3 clusters Score -743442.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -743451.062500 Penalty: 4372.865234
	Iteration 31Q: 3 clusters Score -743451.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -743461.312500 Penalty: 4372.865234
	Iteration 32Q: 3 clusters Score -743461.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -743474.562500 Penalty: 4372.865234
	Iteration 33Q: 3 clusters Score -743474.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -743486.187500 Penalty: 4372.865234
	Iteration 34Q: 3 clusters Score -743486.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -743492.875000 Penalty: 4372.865234
	Iteration 35Q: 3 clusters Score -743492.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -743503.000000 Penalty: 4372.865234
	Iteration 36Q: 3 clusters Score -743503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -743520.625000 Penalty: 4372.865234
	Iteration 37Q: 3 clusters Score -743520.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -743536.625000 Penalty: 4372.865234
	Iteration 38Q: 3 clusters Score -743536.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -743558.625000 Penalty: 4372.865234
	Iteration 39Q: 3 clusters Score -743558.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -743577.125000 Penalty: 4372.865234
	Iteration 40F: 3 clusters Score -743577.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -743593.000000 Penalty: 4372.865234
	Iteration 41Q: 3 clusters Score -743593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -743612.312500 Penalty: 4372.865234
	Iteration 42Q: 3 clusters Score -743612.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -743627.187500 Penalty: 4372.865234
	Iteration 43Q: 3 clusters Score -743627.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -743641.562500 Penalty: 4372.865234
	Iteration 44Q: 3 clusters Score -743641.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -743655.000000 Penalty: 4372.865234
	Iteration 45Q: 3 clusters Score -743655 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -743682.187500 Penalty: 4372.865234
	Iteration 46Q: 3 clusters Score -743682.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -743711.250000 Penalty: 4372.865234
	Iteration 47Q: 3 clusters Score -743711.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -743741.000000 Penalty: 4372.865234
	Iteration 48Q: 3 clusters Score -743741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -743779.062500 Penalty: 4372.865234
	Iteration 49Q: 3 clusters Score -743779.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -743809.812500 Penalty: 4372.865234
	Iteration 50Q: 3 clusters Score -743809.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -743838.875000 Penalty: 4372.865234
	Iteration 51Q: 3 clusters Score -743838.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -743863.625000 Penalty: 4372.865234
	Iteration 52Q: 3 clusters Score -743863.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -743887.375000 Penalty: 4372.865234
	Iteration 53Q: 3 clusters Score -743887.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -743905.250000 Penalty: 4372.865234
	Iteration 54Q: 3 clusters Score -743905.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -743922.562500 Penalty: 4372.865234
	Iteration 55Q: 3 clusters Score -743922.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -743940.500000 Penalty: 4372.865234
	Iteration 56Q: 3 clusters Score -743940.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -743949.000000 Penalty: 4372.865234
	Iteration 57Q: 3 clusters Score -743949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -743965.625000 Penalty: 4372.865234
	Iteration 58Q: 3 clusters Score -743965.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -743988.625000 Penalty: 4372.865234
	Iteration 59Q: 3 clusters Score -743988.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -744011.562500 Penalty: 4372.865234
	Iteration 60F: 3 clusters Score -744011.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -744035.062500 Penalty: 4372.865234
	Iteration 61Q: 3 clusters Score -744035.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -744052.500000 Penalty: 4372.865234
	Iteration 62Q: 3 clusters Score -744052.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -744059.812500 Penalty: 4372.865234
	Iteration 63Q: 3 clusters Score -744059.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -744067.375000 Penalty: 4372.865234
	Iteration 64Q: 3 clusters Score -744067.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -744075.062500 Penalty: 4372.865234
	Iteration 65Q: 3 clusters Score -744075.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -744078.000000 Penalty: 4372.865234
	Iteration 66Q: 3 clusters Score -744078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -744083.750000 Penalty: 4372.865234
	Iteration 67Q: 3 clusters Score -744083.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -744086.937500 Penalty: 4372.865234
	Iteration 68Q: 3 clusters Score -744086.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -744088.312500 Penalty: 4372.865234
	Iteration 69Q: 3 clusters Score -744088.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -744091.750000 Penalty: 4372.865234
	Iteration 70Q: 3 clusters Score -744091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -744093.812500 Penalty: 4372.865234
	Iteration 71Q: 3 clusters Score -744093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -744095.312500 Penalty: 4372.865234
	Iteration 72Q: 3 clusters Score -744095.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -744098.937500 Penalty: 4372.865234
	Iteration 73Q: 3 clusters Score -744098.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -744101.625000 Penalty: 4372.865234
	Iteration 74Q: 3 clusters Score -744101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -744101.875000 Penalty: 4372.865234
	Iteration 75Q: 3 clusters Score -744101.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -744103.562500 Penalty: 4372.865234
	Iteration 76Q: 3 clusters Score -744103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -744102.375000 Penalty: 4372.865234
	Iteration 77Q: 3 clusters Score -744102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -744104.062500 Penalty: 4372.865234
	Iteration 78Q: 3 clusters Score -744104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -744103.750000 Penalty: 4372.865234
	Iteration 79Q: 3 clusters Score -744103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -744103.625000 Penalty: 4372.865234
	Iteration 80F: 3 clusters Score -744103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -744105.812500 Penalty: 4372.865234
	Iteration 81Q: 3 clusters Score -744105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -744105.687500 Penalty: 4372.865234
	Iteration 82Q: 3 clusters Score -744105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -744105.687500 Penalty: 4372.865234
	Iteration 83F: 3 clusters Score -744105.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Entering Unmasked Estep 
Score: -1876641.500000 Penalty: 2397.433105
	Iteration 0F: 2 clusters Score -1876642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1865261.750000 Penalty: 4794.866211
	Iteration 0F: 3 clusters Score -1865262 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1869062.375000 Penalty: 4794.866211
	Iteration 1F: 3 clusters Score -1869062 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1869442.750000 Penalty: 4794.866211
	Iteration 2F: 3 clusters Score -1869443 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1869704.500000 Penalty: 4794.866211
	Iteration 3Q: 3 clusters Score -1869704 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1869912.125000 Penalty: 4794.866211
	Iteration 4Q: 3 clusters Score -1869912 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1870102.875000 Penalty: 4794.866211
	Iteration 5Q: 3 clusters Score -1870103 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1870304.375000 Penalty: 4794.866211
	Iteration 6Q: 3 clusters Score -1870304 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1870478.000000 Penalty: 4794.866211
	Iteration 7Q: 3 clusters Score -1870478 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1870677.750000 Penalty: 4794.866211
	Iteration 8Q: 3 clusters Score -1870678 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1870887.125000 Penalty: 4794.866211
	Iteration 9Q: 3 clusters Score -1870887 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1871159.125000 Penalty: 4794.866211
	Iteration 10Q: 3 clusters Score -1871159 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1871425.125000 Penalty: 4794.866211
	Iteration 11Q: 3 clusters Score -1871425 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1871700.000000 Penalty: 4794.866211
	Iteration 12Q: 3 clusters Score -1871700 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1872009.500000 Penalty: 4794.866211
	Iteration 13Q: 3 clusters Score -1872010 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1872329.375000 Penalty: 4794.866211
	Iteration 14Q: 3 clusters Score -1872329 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1872628.375000 Penalty: 4794.866211
	Iteration 15Q: 3 clusters Score -1872628 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1872850.625000 Penalty: 4794.866211
	Iteration 16Q: 3 clusters Score -1872851 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1873001.750000 Penalty: 4794.866211
	Iteration 17Q: 3 clusters Score -1873002 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1873095.250000 Penalty: 4794.866211
	Iteration 18Q: 3 clusters Score -1873095 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1873185.250000 Penalty: 4794.866211
	Iteration 19Q: 3 clusters Score -1873185 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1873267.250000 Penalty: 4794.866211
	Iteration 20F: 3 clusters Score -1873267 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1873331.000000 Penalty: 4794.866211
	Iteration 21Q: 3 clusters Score -1873331 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1873388.500000 Penalty: 4794.866211
	Iteration 22Q: 3 clusters Score -1873388 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1873451.625000 Penalty: 4794.866211
	Iteration 23Q: 3 clusters Score -1873452 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1873505.500000 Penalty: 4794.866211
	Iteration 24Q: 3 clusters Score -1873506 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1873563.125000 Penalty: 4794.866211
	Iteration 25Q: 3 clusters Score -1873563 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1873621.375000 Penalty: 4794.866211
	Iteration 26Q: 3 clusters Score -1873621 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1873670.625000 Penalty: 4794.866211
	Iteration 27Q: 3 clusters Score -1873671 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1873727.250000 Penalty: 4794.866211
	Iteration 28Q: 3 clusters Score -1873727 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1873783.875000 Penalty: 4794.866211
	Iteration 29Q: 3 clusters Score -1873784 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1873851.000000 Penalty: 4794.866211
	Iteration 30Q: 3 clusters Score -1873851 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1873913.875000 Penalty: 4794.866211
	Iteration 31Q: 3 clusters Score -1873914 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1873965.750000 Penalty: 4794.866211
	Iteration 32Q: 3 clusters Score -1873966 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1874024.125000 Penalty: 4794.866211
	Iteration 33Q: 3 clusters Score -1874024 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1874075.250000 Penalty: 4794.866211
	Iteration 34Q: 3 clusters Score -1874075 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1874123.125000 Penalty: 4794.866211
	Iteration 35Q: 3 clusters Score -1874123 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1874167.375000 Penalty: 4794.866211
	Iteration 36Q: 3 clusters Score -1874167 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1874211.875000 Penalty: 4794.866211
	Iteration 37Q: 3 clusters Score -1874212 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1874248.375000 Penalty: 4794.866211
	Iteration 38Q: 3 clusters Score -1874248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1874278.250000 Penalty: 4794.866211
	Iteration 39Q: 3 clusters Score -1874278 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1874321.750000 Penalty: 4794.866211
	Iteration 40F: 3 clusters Score -1874322 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1874354.875000 Penalty: 4794.866211
	Iteration 41Q: 3 clusters Score -1874355 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1874387.500000 Penalty: 4794.866211
	Iteration 42Q: 3 clusters Score -1874388 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1874415.500000 Penalty: 4794.866211
	Iteration 43Q: 3 clusters Score -1874416 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1874450.750000 Penalty: 4794.866211
	Iteration 44Q: 3 clusters Score -1874451 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1874486.125000 Penalty: 4794.866211
	Iteration 45Q: 3 clusters Score -1874486 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1874503.375000 Penalty: 4794.866211
	Iteration 46Q: 3 clusters Score -1874503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1874523.500000 Penalty: 4794.866211
	Iteration 47Q: 3 clusters Score -1874524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1874534.500000 Penalty: 4794.866211
	Iteration 48Q: 3 clusters Score -1874534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1874554.625000 Penalty: 4794.866211
	Iteration 49Q: 3 clusters Score -1874555 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1874568.875000 Penalty: 4794.866211
	Iteration 50Q: 3 clusters Score -1874569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1874572.250000 Penalty: 4794.866211
	Iteration 51Q: 3 clusters Score -1874572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1874583.000000 Penalty: 4794.866211
	Iteration 52Q: 3 clusters Score -1874583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1874595.375000 Penalty: 4794.866211
	Iteration 53Q: 3 clusters Score -1874595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1874603.500000 Penalty: 4794.866211
	Iteration 54Q: 3 clusters Score -1874604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1874609.500000 Penalty: 4794.866211
	Iteration 55Q: 3 clusters Score -1874610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1874615.375000 Penalty: 4794.866211
	Iteration 56Q: 3 clusters Score -1874615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1874630.500000 Penalty: 4794.866211
	Iteration 57Q: 3 clusters Score -1874630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1874642.250000 Penalty: 4794.866211
	Iteration 58Q: 3 clusters Score -1874642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1874655.125000 Penalty: 4794.866211
	Iteration 59Q: 3 clusters Score -1874655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1874664.250000 Penalty: 4794.866211
	Iteration 60F: 3 clusters Score -1874664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1874672.250000 Penalty: 4794.866211
	Iteration 61Q: 3 clusters Score -1874672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1874680.250000 Penalty: 4794.866211
	Iteration 62Q: 3 clusters Score -1874680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1874690.125000 Penalty: 4794.866211
	Iteration 63Q: 3 clusters Score -1874690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1874697.000000 Penalty: 4794.866211
	Iteration 64Q: 3 clusters Score -1874697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1874700.250000 Penalty: 4794.866211
	Iteration 65Q: 3 clusters Score -1874700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1874706.500000 Penalty: 4794.866211
	Iteration 66Q: 3 clusters Score -1874706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1874709.125000 Penalty: 4794.866211
	Iteration 67Q: 3 clusters Score -1874709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1874706.875000 Penalty: 4794.866211
	Iteration 68Q: 3 clusters Score -1874707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1874711.500000 Penalty: 4794.866211
	Iteration 69Q: 3 clusters Score -1874712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1874718.875000 Penalty: 4794.866211
	Iteration 70Q: 3 clusters Score -1874719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1874722.000000 Penalty: 4794.866211
	Iteration 71Q: 3 clusters Score -1874722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1874728.250000 Penalty: 4794.866211
	Iteration 72Q: 3 clusters Score -1874728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1874731.750000 Penalty: 4794.866211
	Iteration 73Q: 3 clusters Score -1874732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1874727.875000 Penalty: 4794.866211
	Iteration 74Q: 3 clusters Score -1874728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1874727.250000 Penalty: 4794.866211
	Iteration 75Q: 3 clusters Score -1874727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1874729.000000 Penalty: 4794.866211
	Iteration 76Q: 3 clusters Score -1874729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1874730.875000 Penalty: 4794.866211
	Iteration 77Q: 3 clusters Score -1874731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1874738.750000 Penalty: 4794.866211
	Iteration 78Q: 3 clusters Score -1874739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1874745.750000 Penalty: 4794.866211
	Iteration 79Q: 3 clusters Score -1874746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1874745.500000 Penalty: 4794.866211
	Iteration 80F: 3 clusters Score -1874746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1874752.875000 Penalty: 4794.866211
	Iteration 81Q: 3 clusters Score -1874753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1874757.000000 Penalty: 4794.866211
	Iteration 82Q: 3 clusters Score -1874757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1874763.000000 Penalty: 4794.866211
	Iteration 83Q: 3 clusters Score -1874763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1874764.625000 Penalty: 4794.866211
	Iteration 84Q: 3 clusters Score -1874765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1874768.000000 Penalty: 4794.866211
	Iteration 85Q: 3 clusters Score -1874768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1874773.875000 Penalty: 4794.866211
	Iteration 86Q: 3 clusters Score -1874774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1874778.375000 Penalty: 4794.866211
	Iteration 87Q: 3 clusters Score -1874778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1874784.750000 Penalty: 4794.866211
	Iteration 88Q: 3 clusters Score -1874785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1874791.375000 Penalty: 4794.866211
	Iteration 89Q: 3 clusters Score -1874791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1874798.250000 Penalty: 4794.866211
	Iteration 90Q: 3 clusters Score -1874798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1874808.625000 Penalty: 4794.866211
	Iteration 91Q: 3 clusters Score -1874809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1874813.125000 Penalty: 4794.866211
	Iteration 92Q: 3 clusters Score -1874813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1874808.625000 Penalty: 4794.866211
	Iteration 93Q: 3 clusters Score -1874809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1874807.875000 Penalty: 4794.866211
	Iteration 94Q: 3 clusters Score -1874808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1874813.625000 Penalty: 4794.866211
	Iteration 95Q: 3 clusters Score -1874814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1874813.625000 Penalty: 4794.866211
	Iteration 96Q: 3 clusters Score -1874814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1874821.375000 Penalty: 4794.866211
	Iteration 97Q: 3 clusters Score -1874821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1874815.875000 Penalty: 4794.866211
	Iteration 98Q: 3 clusters Score -1874816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1874816.375000 Penalty: 4794.866211
	Iteration 99Q: 3 clusters Score -1874816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1874818.375000 Penalty: 4794.866211
	Iteration 100F: 3 clusters Score -1874818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1874823.500000 Penalty: 4794.866211
	Iteration 101Q: 3 clusters Score -1874824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1874826.000000 Penalty: 4794.866211
	Iteration 102Q: 3 clusters Score -1874826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1874826.125000 Penalty: 4794.866211
	Iteration 103Q: 3 clusters Score -1874826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1874825.125000 Penalty: 4794.866211
	Iteration 104Q: 3 clusters Score -1874825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1874826.250000 Penalty: 4794.866211
	Iteration 105Q: 3 clusters Score -1874826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1874823.125000 Penalty: 4794.866211
	Iteration 106Q: 3 clusters Score -1874823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1874828.125000 Penalty: 4794.866211
	Iteration 107Q: 3 clusters Score -1874828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1874825.875000 Penalty: 4794.866211
	Iteration 108Q: 3 clusters Score -1874826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1874825.250000 Penalty: 4794.866211
	Iteration 109Q: 3 clusters Score -1874825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1874825.250000 Penalty: 4794.866211
	Iteration 110F: 3 clusters Score -1874825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Entering Unmasked Estep 
Score: -1016388.250000 Penalty: 2244.413574
	Iteration 0F: 2 clusters Score -1016388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1009781.000000 Penalty: 4488.827148
	Iteration 0F: 3 clusters Score -1009781 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1011624.687500 Penalty: 4488.827148
	Iteration 1F: 3 clusters Score -1011625 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1011849.000000 Penalty: 4488.827148
	Iteration 2F: 3 clusters Score -1011849 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1012026.562500 Penalty: 4488.827148
	Iteration 3Q: 3 clusters Score -1012027 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1012179.562500 Penalty: 4488.827148
	Iteration 4Q: 3 clusters Score -1012180 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1012317.812500 Penalty: 4488.827148
	Iteration 5Q: 3 clusters Score -1012318 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1012445.750000 Penalty: 4488.827148
	Iteration 6Q: 3 clusters Score -1012446 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1012597.125000 Penalty: 4488.827148
	Iteration 7Q: 3 clusters Score -1012597 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1012784.562500 Penalty: 4488.827148
	Iteration 8Q: 3 clusters Score -1012785 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1013028.750000 Penalty: 4488.827148
	Iteration 9Q: 3 clusters Score -1013029 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1013281.875000 Penalty: 4488.827148
	Iteration 10Q: 3 clusters Score -1013282 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1013551.187500 Penalty: 4488.827148
	Iteration 11Q: 3 clusters Score -1013551 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1013811.062500 Penalty: 4488.827148
	Iteration 12Q: 3 clusters Score -1013811 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1014035.875000 Penalty: 4488.827148
	Iteration 13Q: 3 clusters Score -1014036 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1014198.000000 Penalty: 4488.827148
	Iteration 14Q: 3 clusters Score -1014198 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1014333.375000 Penalty: 4488.827148
	Iteration 15Q: 3 clusters Score -1014333 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1014428.437500 Penalty: 4488.827148
	Iteration 16Q: 3 clusters Score -1014428 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1014484.125000 Penalty: 4488.827148
	Iteration 17Q: 3 clusters Score -1014484 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1014535.500000 Penalty: 4488.827148
	Iteration 18Q: 3 clusters Score -1014536 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1014589.812500 Penalty: 4488.827148
	Iteration 19Q: 3 clusters Score -1014590 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1014631.875000 Penalty: 4488.827148
	Iteration 20F: 3 clusters Score -1014632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1014654.250000 Penalty: 4488.827148
	Iteration 21Q: 3 clusters Score -1014654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1014671.750000 Penalty: 4488.827148
	Iteration 22Q: 3 clusters Score -1014672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1014679.687500 Penalty: 4488.827148
	Iteration 23Q: 3 clusters Score -1014680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1014686.625000 Penalty: 4488.827148
	Iteration 24Q: 3 clusters Score -1014687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1014696.375000 Penalty: 4488.827148
	Iteration 25Q: 3 clusters Score -1014696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1014704.812500 Penalty: 4488.827148
	Iteration 26Q: 3 clusters Score -1014705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1014713.875000 Penalty: 4488.827148
	Iteration 27Q: 3 clusters Score -1014714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1014717.812500 Penalty: 4488.827148
	Iteration 28Q: 3 clusters Score -1014718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1014724.375000 Penalty: 4488.827148
	Iteration 29Q: 3 clusters Score -1014724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1014727.875000 Penalty: 4488.827148
	Iteration 30Q: 3 clusters Score -1014728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1014729.750000 Penalty: 4488.827148
	Iteration 31Q: 3 clusters Score -1014730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1014732.375000 Penalty: 4488.827148
	Iteration 32Q: 3 clusters Score -1014732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1014732.812500 Penalty: 4488.827148
	Iteration 33Q: 3 clusters Score -1014733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1014733.187500 Penalty: 4488.827148
	Iteration 34Q: 3 clusters Score -1014733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1014735.937500 Penalty: 4488.827148
	Iteration 35Q: 3 clusters Score -1014736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1014737.000000 Penalty: 4488.827148
	Iteration 36Q: 3 clusters Score -1014737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1014739.375000 Penalty: 4488.827148
	Iteration 37Q: 3 clusters Score -1014739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1014739.375000 Penalty: 4488.827148
	Iteration 38F: 3 clusters Score -1014739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (56826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Entering Unmasked Estep 
Score: -6744261.500000 Penalty: 2715.041748
	Iteration 0F: 2 clusters Score -6744262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -6706137.500000 Penalty: 5430.083496
	Iteration 0F: 3 clusters Score -6706138 nChanged 26433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -6721109.500000 Penalty: 5430.083496
	Iteration 1F: 3 clusters Score -6721110 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -6722201.000000 Penalty: 5430.083496
	Iteration 2Q: 3 clusters Score -6722201 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -6723334.500000 Penalty: 5430.083496
	Iteration 3Q: 3 clusters Score -6723334 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -6724591.500000 Penalty: 5430.083496
	Iteration 4Q: 3 clusters Score -6724592 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -6725740.500000 Penalty: 5430.083496
	Iteration 5Q: 3 clusters Score -6725740 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -6726895.000000 Penalty: 5430.083496
	Iteration 6Q: 3 clusters Score -6726895 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -6728001.000000 Penalty: 5430.083496
	Iteration 7Q: 3 clusters Score -6728001 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -6729265.000000 Penalty: 5430.083496
	Iteration 8Q: 3 clusters Score -6729265 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -6730659.500000 Penalty: 5430.083496
	Iteration 9Q: 3 clusters Score -6730660 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -6732076.000000 Penalty: 5430.083496
	Iteration 10Q: 3 clusters Score -6732076 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -6733657.000000 Penalty: 5430.083496
	Iteration 11Q: 3 clusters Score -6733657 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -6735131.000000 Penalty: 5430.083496
	Iteration 12Q: 3 clusters Score -6735131 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -6736461.000000 Penalty: 5430.083496
	Iteration 13Q: 3 clusters Score -6736461 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -6737514.000000 Penalty: 5430.083496
	Iteration 14Q: 3 clusters Score -6737514 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -6738400.000000 Penalty: 5430.083496
	Iteration 15Q: 3 clusters Score -6738400 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -6739210.000000 Penalty: 5430.083496
	Iteration 16Q: 3 clusters Score -6739210 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -6739940.000000 Penalty: 5430.083496
	Iteration 17Q: 3 clusters Score -6739940 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -6740415.500000 Penalty: 5430.083496
	Iteration 18Q: 3 clusters Score -6740416 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -6740899.500000 Penalty: 5430.083496
	Iteration 19Q: 3 clusters Score -6740900 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -6741235.000000 Penalty: 5430.083496
	Iteration 20F: 3 clusters Score -6741235 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -6741564.000000 Penalty: 5430.083496
	Iteration 21Q: 3 clusters Score -6741564 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -6741884.000000 Penalty: 5430.083496
	Iteration 22Q: 3 clusters Score -6741884 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -6742159.500000 Penalty: 5430.083496
	Iteration 23Q: 3 clusters Score -6742160 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -6742407.500000 Penalty: 5430.083496
	Iteration 24Q: 3 clusters Score -6742408 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -6742597.000000 Penalty: 5430.083496
	Iteration 25Q: 3 clusters Score -6742597 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -6742761.000000 Penalty: 5430.083496
	Iteration 26Q: 3 clusters Score -6742761 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -6742905.000000 Penalty: 5430.083496
	Iteration 27Q: 3 clusters Score -6742905 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -6743021.500000 Penalty: 5430.083496
	Iteration 28Q: 3 clusters Score -6743022 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -6743153.000000 Penalty: 5430.083496
	Iteration 29Q: 3 clusters Score -6743153 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -6743224.500000 Penalty: 5430.083496
	Iteration 30Q: 3 clusters Score -6743224 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -6743296.000000 Penalty: 5430.083496
	Iteration 31Q: 3 clusters Score -6743296 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -6743331.500000 Penalty: 5430.083496
	Iteration 32Q: 3 clusters Score -6743332 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -6743357.000000 Penalty: 5430.083496
	Iteration 33Q: 3 clusters Score -6743357 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -6743385.500000 Penalty: 5430.083496
	Iteration 34Q: 3 clusters Score -6743386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -6743393.500000 Penalty: 5430.083496
	Iteration 35Q: 3 clusters Score -6743394 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -6743394.500000 Penalty: 5430.083496
	Iteration 36Q: 3 clusters Score -6743394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -6743404.000000 Penalty: 5430.083496
	Iteration 37Q: 3 clusters Score -6743404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -6743419.500000 Penalty: 5430.083496
	Iteration 38Q: 3 clusters Score -6743420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -6743424.000000 Penalty: 5430.083496
	Iteration 39Q: 3 clusters Score -6743424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -6743419.000000 Penalty: 5430.083496
	Iteration 40F: 3 clusters Score -6743419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -6743414.500000 Penalty: 5430.083496
	Iteration 41Q: 3 clusters Score -6743414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -6743414.500000 Penalty: 5430.083496
	Iteration 42Q: 3 clusters Score -6743414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -6743420.000000 Penalty: 5430.083496
	Iteration 43Q: 3 clusters Score -6743420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -6743424.500000 Penalty: 5430.083496
	Iteration 44Q: 3 clusters Score -6743424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -6743419.000000 Penalty: 5430.083496
	Iteration 45Q: 3 clusters Score -6743419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -6743413.000000 Penalty: 5430.083496
	Iteration 46Q: 3 clusters Score -6743413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -6743413.000000 Penalty: 5430.083496
	Iteration 47Q: 3 clusters Score -6743413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -6743412.000000 Penalty: 5430.083496
	Iteration 48Q: 3 clusters Score -6743412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -6743409.500000 Penalty: 5430.083496
	Iteration 49Q: 3 clusters Score -6743410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -6743410.000000 Penalty: 5430.083496
	Iteration 50Q: 3 clusters Score -6743410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -6743419.500000 Penalty: 5430.083496
	Iteration 51Q: 3 clusters Score -6743420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -6743419.000000 Penalty: 5430.083496
	Iteration 52Q: 3 clusters Score -6743419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -6743426.000000 Penalty: 5430.083496
	Iteration 53Q: 3 clusters Score -6743426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -6743431.500000 Penalty: 5430.083496
	Iteration 54Q: 3 clusters Score -6743432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -6743430.500000 Penalty: 5430.083496
	Iteration 55Q: 3 clusters Score -6743430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -6743430.500000 Penalty: 5430.083496
	Iteration 56Q: 3 clusters Score -6743430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -6743434.000000 Penalty: 5430.083496
	Iteration 57Q: 3 clusters Score -6743434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -6743434.000000 Penalty: 5430.083496
	Iteration 58F: 3 clusters Score -6743434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Entering Unmasked Estep 
Score: -1873297.250000 Penalty: 2394.685059
	Iteration 0F: 2 clusters Score -1873297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1862097.000000 Penalty: 4789.370117
	Iteration 0F: 3 clusters Score -1862097 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1865670.625000 Penalty: 4789.370117
	Iteration 1F: 3 clusters Score -1865671 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1866005.375000 Penalty: 4789.370117
	Iteration 2F: 3 clusters Score -1866005 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1866291.000000 Penalty: 4789.370117
	Iteration 3Q: 3 clusters Score -1866291 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1866512.750000 Penalty: 4789.370117
	Iteration 4Q: 3 clusters Score -1866513 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1866719.125000 Penalty: 4789.370117
	Iteration 5Q: 3 clusters Score -1866719 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1866925.500000 Penalty: 4789.370117
	Iteration 6Q: 3 clusters Score -1866926 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1867169.875000 Penalty: 4789.370117
	Iteration 7Q: 3 clusters Score -1867170 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1867479.750000 Penalty: 4789.370117
	Iteration 8Q: 3 clusters Score -1867480 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1867870.375000 Penalty: 4789.370117
	Iteration 9Q: 3 clusters Score -1867870 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1868345.250000 Penalty: 4789.370117
	Iteration 10Q: 3 clusters Score -1868345 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1868933.125000 Penalty: 4789.370117
	Iteration 11F: 3 clusters Score -1868933 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1869513.375000 Penalty: 4789.370117
	Iteration 12Q: 3 clusters Score -1869513 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1870048.125000 Penalty: 4789.370117
	Iteration 13Q: 3 clusters Score -1870048 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1870498.250000 Penalty: 4789.370117
	Iteration 14Q: 3 clusters Score -1870498 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1870754.625000 Penalty: 4789.370117
	Iteration 15Q: 3 clusters Score -1870755 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1870929.250000 Penalty: 4789.370117
	Iteration 16Q: 3 clusters Score -1870929 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1871034.250000 Penalty: 4789.370117
	Iteration 17Q: 3 clusters Score -1871034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1871090.750000 Penalty: 4789.370117
	Iteration 18Q: 3 clusters Score -1871091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1871117.375000 Penalty: 4789.370117
	Iteration 19Q: 3 clusters Score -1871117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1871147.375000 Penalty: 4789.370117
	Iteration 20F: 3 clusters Score -1871147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1871180.250000 Penalty: 4789.370117
	Iteration 21Q: 3 clusters Score -1871180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1871206.250000 Penalty: 4789.370117
	Iteration 22Q: 3 clusters Score -1871206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1871236.625000 Penalty: 4789.370117
	Iteration 23Q: 3 clusters Score -1871237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1871244.250000 Penalty: 4789.370117
	Iteration 24Q: 3 clusters Score -1871244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1871259.750000 Penalty: 4789.370117
	Iteration 25Q: 3 clusters Score -1871260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1871266.250000 Penalty: 4789.370117
	Iteration 26Q: 3 clusters Score -1871266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1871275.875000 Penalty: 4789.370117
	Iteration 27Q: 3 clusters Score -1871276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1871282.250000 Penalty: 4789.370117
	Iteration 28Q: 3 clusters Score -1871282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1871281.875000 Penalty: 4789.370117
	Iteration 29Q: 3 clusters Score -1871282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1871286.500000 Penalty: 4789.370117
	Iteration 30Q: 3 clusters Score -1871286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1871290.625000 Penalty: 4789.370117
	Iteration 31Q: 3 clusters Score -1871291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1871290.625000 Penalty: 4789.370117
	Iteration 32F: 3 clusters Score -1871291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Entering Unmasked Estep 
Score: -4766222.000000 Penalty: 2636.640625
	Iteration 0F: 2 clusters Score -4766222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4738382.500000 Penalty: 5273.281250
	Iteration 0F: 3 clusters Score -4738382 nChanged 18842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -4749401.500000 Penalty: 5273.281250
	Iteration 1F: 3 clusters Score -4749402 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -4750767.500000 Penalty: 5273.281250
	Iteration 2F: 3 clusters Score -4750768 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -4752470.500000 Penalty: 5273.281250
	Iteration 3F: 3 clusters Score -4752470 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -4754504.500000 Penalty: 5273.281250
	Iteration 4F: 3 clusters Score -4754504 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -4756508.500000 Penalty: 5273.281250
	Iteration 5F: 3 clusters Score -4756508 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -4758319.000000 Penalty: 5273.281250
	Iteration 6F: 3 clusters Score -4758319 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -4759796.000000 Penalty: 5273.281250
	Iteration 7F: 3 clusters Score -4759796 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -4760986.500000 Penalty: 5273.281250
	Iteration 8Q: 3 clusters Score -4760986 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4762132.500000 Penalty: 5273.281250
	Iteration 9Q: 3 clusters Score -4762132 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -4763154.000000 Penalty: 5273.281250
	Iteration 10Q: 3 clusters Score -4763154 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -4764062.500000 Penalty: 5273.281250
	Iteration 11Q: 3 clusters Score -4764062 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -4764723.000000 Penalty: 5273.281250
	Iteration 12Q: 3 clusters Score -4764723 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -4765055.000000 Penalty: 5273.281250
	Iteration 13Q: 3 clusters Score -4765055 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -4765196.500000 Penalty: 5273.281250
	Iteration 14Q: 3 clusters Score -4765196 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -4765308.000000 Penalty: 5273.281250
	Iteration 15Q: 3 clusters Score -4765308 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -4765363.000000 Penalty: 5273.281250
	Iteration 16Q: 3 clusters Score -4765363 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -4765423.000000 Penalty: 5273.281250
	Iteration 17Q: 3 clusters Score -4765423 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -4765497.500000 Penalty: 5273.281250
	Iteration 18Q: 3 clusters Score -4765498 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -4765556.500000 Penalty: 5273.281250
	Iteration 19Q: 3 clusters Score -4765556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -4765582.000000 Penalty: 5273.281250
	Iteration 20F: 3 clusters Score -4765582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -4765592.500000 Penalty: 5273.281250
	Iteration 21Q: 3 clusters Score -4765592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -4765606.000000 Penalty: 5273.281250
	Iteration 22Q: 3 clusters Score -4765606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -4765622.000000 Penalty: 5273.281250
	Iteration 23Q: 3 clusters Score -4765622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -4765621.000000 Penalty: 5273.281250
	Iteration 24Q: 3 clusters Score -4765621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -4765620.500000 Penalty: 5273.281250
	Iteration 25Q: 3 clusters Score -4765620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -4765622.500000 Penalty: 5273.281250
	Iteration 26Q: 3 clusters Score -4765622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -4765624.000000 Penalty: 5273.281250
	Iteration 27Q: 3 clusters Score -4765624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -4765628.000000 Penalty: 5273.281250
	Iteration 28Q: 3 clusters Score -4765628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -4765632.500000 Penalty: 5273.281250
	Iteration 29Q: 3 clusters Score -4765632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -4765632.000000 Penalty: 5273.281250
	Iteration 30Q: 3 clusters Score -4765632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -4765631.500000 Penalty: 5273.281250
	Iteration 31Q: 3 clusters Score -4765632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -4765626.500000 Penalty: 5273.281250
	Iteration 32Q: 3 clusters Score -4765626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -4765631.500000 Penalty: 5273.281250
	Iteration 33Q: 3 clusters Score -4765632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -4765632.500000 Penalty: 5273.281250
	Iteration 34Q: 3 clusters Score -4765632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -4765632.500000 Penalty: 5273.281250
	Iteration 35F: 3 clusters Score -4765632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Entering Unmasked Estep 
Score: -1291464.250000 Penalty: 2309.374512
	Iteration 0F: 2 clusters Score -1291464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1283199.500000 Penalty: 4618.749023
	Iteration 0F: 3 clusters Score -1283200 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1285685.000000 Penalty: 4618.749023
	Iteration 1F: 3 clusters Score -1285685 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1286152.125000 Penalty: 4618.749023
	Iteration 2F: 3 clusters Score -1286152 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1286566.375000 Penalty: 4618.749023
	Iteration 3F: 3 clusters Score -1286566 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1287016.500000 Penalty: 4618.749023
	Iteration 4F: 3 clusters Score -1287016 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1287404.750000 Penalty: 4618.749023
	Iteration 5F: 3 clusters Score -1287405 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1287767.000000 Penalty: 4618.749023
	Iteration 6F: 3 clusters Score -1287767 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1288123.750000 Penalty: 4618.749023
	Iteration 7Q: 3 clusters Score -1288124 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1288458.750000 Penalty: 4618.749023
	Iteration 8Q: 3 clusters Score -1288459 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1288734.375000 Penalty: 4618.749023
	Iteration 9Q: 3 clusters Score -1288734 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1288923.750000 Penalty: 4618.749023
	Iteration 10Q: 3 clusters Score -1288924 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1289054.375000 Penalty: 4618.749023
	Iteration 11Q: 3 clusters Score -1289054 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1289178.625000 Penalty: 4618.749023
	Iteration 12Q: 3 clusters Score -1289179 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1289280.125000 Penalty: 4618.749023
	Iteration 13Q: 3 clusters Score -1289280 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1289376.750000 Penalty: 4618.749023
	Iteration 14Q: 3 clusters Score -1289377 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1289443.625000 Penalty: 4618.749023
	Iteration 15Q: 3 clusters Score -1289444 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1289491.625000 Penalty: 4618.749023
	Iteration 16Q: 3 clusters Score -1289492 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1289553.000000 Penalty: 4618.749023
	Iteration 17Q: 3 clusters Score -1289553 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1289604.875000 Penalty: 4618.749023
	Iteration 18Q: 3 clusters Score -1289605 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1289667.500000 Penalty: 4618.749023
	Iteration 19Q: 3 clusters Score -1289668 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1289736.000000 Penalty: 4618.749023
	Iteration 20F: 3 clusters Score -1289736 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1289796.500000 Penalty: 4618.749023
	Iteration 21Q: 3 clusters Score -1289796 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1289826.375000 Penalty: 4618.749023
	Iteration 22Q: 3 clusters Score -1289826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1289847.500000 Penalty: 4618.749023
	Iteration 23Q: 3 clusters Score -1289848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1289875.000000 Penalty: 4618.749023
	Iteration 24Q: 3 clusters Score -1289875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1289893.500000 Penalty: 4618.749023
	Iteration 25Q: 3 clusters Score -1289894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1289912.250000 Penalty: 4618.749023
	Iteration 26Q: 3 clusters Score -1289912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1289930.875000 Penalty: 4618.749023
	Iteration 27Q: 3 clusters Score -1289931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1289939.750000 Penalty: 4618.749023
	Iteration 28Q: 3 clusters Score -1289940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1289945.250000 Penalty: 4618.749023
	Iteration 29Q: 3 clusters Score -1289945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1289949.750000 Penalty: 4618.749023
	Iteration 30Q: 3 clusters Score -1289950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1289954.500000 Penalty: 4618.749023
	Iteration 31Q: 3 clusters Score -1289954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1289955.250000 Penalty: 4618.749023
	Iteration 32Q: 3 clusters Score -1289955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1289961.625000 Penalty: 4618.749023
	Iteration 33Q: 3 clusters Score -1289962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1289962.375000 Penalty: 4618.749023
	Iteration 34Q: 3 clusters Score -1289962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1289971.250000 Penalty: 4618.749023
	Iteration 35Q: 3 clusters Score -1289971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1289974.750000 Penalty: 4618.749023
	Iteration 36Q: 3 clusters Score -1289975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1289979.500000 Penalty: 4618.749023
	Iteration 37Q: 3 clusters Score -1289980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1289983.875000 Penalty: 4618.749023
	Iteration 38Q: 3 clusters Score -1289984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1289987.500000 Penalty: 4618.749023
	Iteration 39Q: 3 clusters Score -1289988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1289993.000000 Penalty: 4618.749023
	Iteration 40F: 3 clusters Score -1289993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1290002.750000 Penalty: 4618.749023
	Iteration 41Q: 3 clusters Score -1290003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1290010.125000 Penalty: 4618.749023
	Iteration 42Q: 3 clusters Score -1290010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1290015.750000 Penalty: 4618.749023
	Iteration 43Q: 3 clusters Score -1290016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1290022.125000 Penalty: 4618.749023
	Iteration 44Q: 3 clusters Score -1290022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1290025.500000 Penalty: 4618.749023
	Iteration 45Q: 3 clusters Score -1290026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1290027.625000 Penalty: 4618.749023
	Iteration 46Q: 3 clusters Score -1290028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1290028.125000 Penalty: 4618.749023
	Iteration 47Q: 3 clusters Score -1290028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1290030.875000 Penalty: 4618.749023
	Iteration 48Q: 3 clusters Score -1290031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1290034.625000 Penalty: 4618.749023
	Iteration 49Q: 3 clusters Score -1290035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1290038.375000 Penalty: 4618.749023
	Iteration 50Q: 3 clusters Score -1290038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1290043.375000 Penalty: 4618.749023
	Iteration 51Q: 3 clusters Score -1290043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1290040.875000 Penalty: 4618.749023
	Iteration 52Q: 3 clusters Score -1290041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1290041.750000 Penalty: 4618.749023
	Iteration 53Q: 3 clusters Score -1290042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1290040.875000 Penalty: 4618.749023
	Iteration 54Q: 3 clusters Score -1290041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1290040.500000 Penalty: 4618.749023
	Iteration 55Q: 3 clusters Score -1290040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1290040.500000 Penalty: 4618.749023
	Iteration 56F: 3 clusters Score -1290040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (138088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138088 members 
Entering Unmasked Estep 
Score: -16573831.000000 Penalty: 2935.240479
	Iteration 0F: 2 clusters Score -1.657383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 69367 members 
Entering Unmasked Estep 
Score: -16481338.000000 Penalty: 5870.480957
	Iteration 0F: 3 clusters Score -1.648134e+07 nChanged 66086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 74365 members 
Entering Unmasked Estep 
Score: -16520047.000000 Penalty: 5870.480957
	Iteration 1F: 3 clusters Score -1.652005e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60770 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -16521281.000000 Penalty: 5870.480957
	Iteration 2Q: 3 clusters Score -1.652128e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 81842 members 
Entering Unmasked Estep 
Score: -16523334.000000 Penalty: 5870.480957
	Iteration 3Q: 3 clusters Score -1.652333e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 88559 members 
Entering Unmasked Estep 
Score: -16526953.000000 Penalty: 5870.480957
	Iteration 4F: 3 clusters Score -1.652695e+07 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 97985 members 
Entering Unmasked Estep 
Score: -16533216.000000 Penalty: 5870.480957
	Iteration 5F: 3 clusters Score -1.653322e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 109849 members 
Entering Unmasked Estep 
Score: -16543363.000000 Penalty: 5870.480957
	Iteration 6F: 3 clusters Score -1.654336e+07 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 122048 members 
Entering Unmasked Estep 
Score: -16555178.000000 Penalty: 5870.480957
	Iteration 7F: 3 clusters Score -1.655518e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
Score: -16564410.000000 Penalty: 5870.480957
	Iteration 8F: 3 clusters Score -1.656441e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 135625 members 
Entering Unmasked Estep 
Score: -16568925.000000 Penalty: 5870.480957
	Iteration 9Q: 3 clusters Score -1.656892e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 137204 members 
Entering Unmasked Estep 
Score: -16570394.000000 Penalty: 5870.480957
	Iteration 10Q: 3 clusters Score -1.657039e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 137646 members 
Entering Unmasked Estep 
Score: -16570902.000000 Penalty: 5870.480957
	Iteration 11Q: 3 clusters Score -1.65709e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 137765 members 
Entering Unmasked Estep 
Score: -16571092.000000 Penalty: 5870.480957
	Iteration 12Q: 3 clusters Score -1.657109e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 137804 members 
Entering Unmasked Estep 
Score: -16571143.000000 Penalty: 5870.480957
	Iteration 13Q: 3 clusters Score -1.657114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 137826 members 
Entering Unmasked Estep 
Score: -16571192.000000 Penalty: 5870.480957
	Iteration 14Q: 3 clusters Score -1.657119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 137836 members 
Entering Unmasked Estep 
Score: -16571215.000000 Penalty: 5870.480957
	Iteration 15Q: 3 clusters Score -1.657122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 137839 members 
Entering Unmasked Estep 
Score: -16571223.000000 Penalty: 5870.480957
	Iteration 16Q: 3 clusters Score -1.657122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 137837 members 
Entering Unmasked Estep 
Score: -16571236.000000 Penalty: 5870.480957
	Iteration 17Q: 3 clusters Score -1.657124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 137836 members 
Entering Unmasked Estep 
Score: -16571231.000000 Penalty: 5870.480957
	Iteration 18Q: 3 clusters Score -1.657123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 137837 members 
Entering Unmasked Estep 
Score: -16571235.000000 Penalty: 5870.480957
	Iteration 19Q: 3 clusters Score -1.657124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 137837 members 
Entering Unmasked Estep 
Score: -16571235.000000 Penalty: 5870.480957
	Iteration 20F: 3 clusters Score -1.657124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -80564.523438 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -80564.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78912.828125 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -78912.83 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -79306.921875 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -79306.92 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -79469.453125 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -79469.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79611.484375 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -79611.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79706.414062 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -79706.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79776.203125 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -79776.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79824.992188 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -79824.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -79854.390625 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -79854.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -79890.070312 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -79890.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79907.953125 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -79907.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79929.835938 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -79929.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -79952.664062 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -79952.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -79959.101562 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -79959.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -79962.375000 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -79962.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -79965.382812 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -79965.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -79965.382812 Penalty: 3347.384766
	Iteration 15F: 3 clusters Score -79965.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Entering Unmasked Estep 
Score: -1027099.187500 Penalty: 2254.370605
	Iteration 0F: 2 clusters Score -1027099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1020165.187500 Penalty: 4508.741211
	Iteration 0F: 3 clusters Score -1020165 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1022149.250000 Penalty: 4508.741211
	Iteration 1F: 3 clusters Score -1022149 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1022501.312500 Penalty: 4508.741211
	Iteration 2F: 3 clusters Score -1022501 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1022769.437500 Penalty: 4508.741211
	Iteration 3F: 3 clusters Score -1022769 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1023036.937500 Penalty: 4508.741211
	Iteration 4Q: 3 clusters Score -1023037 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1023305.250000 Penalty: 4508.741211
	Iteration 5Q: 3 clusters Score -1023305 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1023490.375000 Penalty: 4508.741211
	Iteration 6Q: 3 clusters Score -1023490 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1023630.875000 Penalty: 4508.741211
	Iteration 7Q: 3 clusters Score -1023631 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1023756.625000 Penalty: 4508.741211
	Iteration 8Q: 3 clusters Score -1023757 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1023862.375000 Penalty: 4508.741211
	Iteration 9Q: 3 clusters Score -1023862 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1023955.000000 Penalty: 4508.741211
	Iteration 10Q: 3 clusters Score -1023955 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1024040.562500 Penalty: 4508.741211
	Iteration 11Q: 3 clusters Score -1024041 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1024107.750000 Penalty: 4508.741211
	Iteration 12Q: 3 clusters Score -1024108 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1024160.375000 Penalty: 4508.741211
	Iteration 13Q: 3 clusters Score -1024160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1024209.625000 Penalty: 4508.741211
	Iteration 14Q: 3 clusters Score -1024210 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1024263.187500 Penalty: 4508.741211
	Iteration 15Q: 3 clusters Score -1024263 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1024294.437500 Penalty: 4508.741211
	Iteration 16Q: 3 clusters Score -1024294 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1024318.000000 Penalty: 4508.741211
	Iteration 17Q: 3 clusters Score -1024318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1024345.250000 Penalty: 4508.741211
	Iteration 18Q: 3 clusters Score -1024345 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1024358.562500 Penalty: 4508.741211
	Iteration 19Q: 3 clusters Score -1024359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1024377.562500 Penalty: 4508.741211
	Iteration 20F: 3 clusters Score -1024378 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1024389.125000 Penalty: 4508.741211
	Iteration 21Q: 3 clusters Score -1024389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1024400.625000 Penalty: 4508.741211
	Iteration 22Q: 3 clusters Score -1024401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1024409.687500 Penalty: 4508.741211
	Iteration 23Q: 3 clusters Score -1024410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1024418.187500 Penalty: 4508.741211
	Iteration 24Q: 3 clusters Score -1024418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1024429.187500 Penalty: 4508.741211
	Iteration 25Q: 3 clusters Score -1024429 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1024440.250000 Penalty: 4508.741211
	Iteration 26Q: 3 clusters Score -1024440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1024450.750000 Penalty: 4508.741211
	Iteration 27Q: 3 clusters Score -1024451 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1024459.687500 Penalty: 4508.741211
	Iteration 28Q: 3 clusters Score -1024460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1024465.500000 Penalty: 4508.741211
	Iteration 29Q: 3 clusters Score -1024466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1024471.625000 Penalty: 4508.741211
	Iteration 30Q: 3 clusters Score -1024472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1024471.562500 Penalty: 4508.741211
	Iteration 31Q: 3 clusters Score -1024472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1024473.562500 Penalty: 4508.741211
	Iteration 32Q: 3 clusters Score -1024474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1024478.375000 Penalty: 4508.741211
	Iteration 33Q: 3 clusters Score -1024478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1024484.187500 Penalty: 4508.741211
	Iteration 34Q: 3 clusters Score -1024484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1024485.812500 Penalty: 4508.741211
	Iteration 35Q: 3 clusters Score -1024486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1024490.500000 Penalty: 4508.741211
	Iteration 36Q: 3 clusters Score -1024490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1024491.812500 Penalty: 4508.741211
	Iteration 37Q: 3 clusters Score -1024492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1024494.875000 Penalty: 4508.741211
	Iteration 38Q: 3 clusters Score -1024495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1024497.312500 Penalty: 4508.741211
	Iteration 39Q: 3 clusters Score -1024497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1024499.062500 Penalty: 4508.741211
	Iteration 40F: 3 clusters Score -1024499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1024500.250000 Penalty: 4508.741211
	Iteration 41Q: 3 clusters Score -1024500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1024501.562500 Penalty: 4508.741211
	Iteration 42Q: 3 clusters Score -1024502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1024504.125000 Penalty: 4508.741211
	Iteration 43Q: 3 clusters Score -1024504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1024507.562500 Penalty: 4508.741211
	Iteration 44Q: 3 clusters Score -1024508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1024509.312500 Penalty: 4508.741211
	Iteration 45Q: 3 clusters Score -1024509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1024511.000000 Penalty: 4508.741211
	Iteration 46Q: 3 clusters Score -1024511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1024509.437500 Penalty: 4508.741211
	Iteration 47Q: 3 clusters Score -1024509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1024513.750000 Penalty: 4508.741211
	Iteration 48Q: 3 clusters Score -1024514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1024512.562500 Penalty: 4508.741211
	Iteration 49Q: 3 clusters Score -1024513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1024514.500000 Penalty: 4508.741211
	Iteration 50Q: 3 clusters Score -1024514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1024514.687500 Penalty: 4508.741211
	Iteration 51Q: 3 clusters Score -1024515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1024514.062500 Penalty: 4508.741211
	Iteration 52Q: 3 clusters Score -1024514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1024515.125000 Penalty: 4508.741211
	Iteration 53Q: 3 clusters Score -1024515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1024514.750000 Penalty: 4508.741211
	Iteration 54Q: 3 clusters Score -1024515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1024515.562500 Penalty: 4508.741211
	Iteration 55Q: 3 clusters Score -1024516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1024517.312500 Penalty: 4508.741211
	Iteration 56Q: 3 clusters Score -1024517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1024521.500000 Penalty: 4508.741211
	Iteration 57Q: 3 clusters Score -1024522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1024521.875000 Penalty: 4508.741211
	Iteration 58Q: 3 clusters Score -1024522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1024519.937500 Penalty: 4508.741211
	Iteration 59Q: 3 clusters Score -1024520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1024522.687500 Penalty: 4508.741211
	Iteration 60F: 3 clusters Score -1024523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1024524.875000 Penalty: 4508.741211
	Iteration 61Q: 3 clusters Score -1024525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1024529.000000 Penalty: 4508.741211
	Iteration 62Q: 3 clusters Score -1024529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1024528.500000 Penalty: 4508.741211
	Iteration 63Q: 3 clusters Score -1024528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1024528.062500 Penalty: 4508.741211
	Iteration 64Q: 3 clusters Score -1024528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1024529.125000 Penalty: 4508.741211
	Iteration 65Q: 3 clusters Score -1024529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1024531.312500 Penalty: 4508.741211
	Iteration 66Q: 3 clusters Score -1024531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1024532.125000 Penalty: 4508.741211
	Iteration 67Q: 3 clusters Score -1024532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1024533.312500 Penalty: 4508.741211
	Iteration 68Q: 3 clusters Score -1024533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1024532.687500 Penalty: 4508.741211
	Iteration 69Q: 3 clusters Score -1024533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1024533.937500 Penalty: 4508.741211
	Iteration 70Q: 3 clusters Score -1024534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1024533.937500 Penalty: 4508.741211
	Iteration 71F: 3 clusters Score -1024534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Entering Unmasked Estep 
Score: -721840.437500 Penalty: 2160.846191
	Iteration 0F: 2 clusters Score -721840.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -716591.375000 Penalty: 4321.692383
	Iteration 0F: 3 clusters Score -716591.4 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -717911.750000 Penalty: 4321.692383
	Iteration 1F: 3 clusters Score -717911.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -718103.250000 Penalty: 4321.692383
	Iteration 2F: 3 clusters Score -718103.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -718240.750000 Penalty: 4321.692383
	Iteration 3Q: 3 clusters Score -718240.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -718352.937500 Penalty: 4321.692383
	Iteration 4Q: 3 clusters Score -718352.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -718445.812500 Penalty: 4321.692383
	Iteration 5Q: 3 clusters Score -718445.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -718537.625000 Penalty: 4321.692383
	Iteration 6Q: 3 clusters Score -718537.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -718623.312500 Penalty: 4321.692383
	Iteration 7Q: 3 clusters Score -718623.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -718726.687500 Penalty: 4321.692383
	Iteration 8Q: 3 clusters Score -718726.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -718837.562500 Penalty: 4321.692383
	Iteration 9Q: 3 clusters Score -718837.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -718973.812500 Penalty: 4321.692383
	Iteration 10Q: 3 clusters Score -718973.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -719128.062500 Penalty: 4321.692383
	Iteration 11Q: 3 clusters Score -719128.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -719254.875000 Penalty: 4321.692383
	Iteration 12Q: 3 clusters Score -719254.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -719373.312500 Penalty: 4321.692383
	Iteration 13Q: 3 clusters Score -719373.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -719491.812500 Penalty: 4321.692383
	Iteration 14Q: 3 clusters Score -719491.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -719606.812500 Penalty: 4321.692383
	Iteration 15Q: 3 clusters Score -719606.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -719717.312500 Penalty: 4321.692383
	Iteration 16Q: 3 clusters Score -719717.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -719795.562500 Penalty: 4321.692383
	Iteration 17Q: 3 clusters Score -719795.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -719850.250000 Penalty: 4321.692383
	Iteration 18Q: 3 clusters Score -719850.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -719893.312500 Penalty: 4321.692383
	Iteration 19Q: 3 clusters Score -719893.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -719921.375000 Penalty: 4321.692383
	Iteration 20F: 3 clusters Score -719921.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -719936.687500 Penalty: 4321.692383
	Iteration 21Q: 3 clusters Score -719936.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -719955.812500 Penalty: 4321.692383
	Iteration 22Q: 3 clusters Score -719955.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -719969.062500 Penalty: 4321.692383
	Iteration 23Q: 3 clusters Score -719969.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -719974.000000 Penalty: 4321.692383
	Iteration 24Q: 3 clusters Score -719974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -719983.062500 Penalty: 4321.692383
	Iteration 25Q: 3 clusters Score -719983.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -719990.437500 Penalty: 4321.692383
	Iteration 26Q: 3 clusters Score -719990.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -719999.687500 Penalty: 4321.692383
	Iteration 27Q: 3 clusters Score -719999.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -720006.000000 Penalty: 4321.692383
	Iteration 28Q: 3 clusters Score -720006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -720010.562500 Penalty: 4321.692383
	Iteration 29Q: 3 clusters Score -720010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -720015.750000 Penalty: 4321.692383
	Iteration 30Q: 3 clusters Score -720015.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -720019.937500 Penalty: 4321.692383
	Iteration 31Q: 3 clusters Score -720019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -720024.125000 Penalty: 4321.692383
	Iteration 32Q: 3 clusters Score -720024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -720024.125000 Penalty: 4321.692383
	Iteration 33F: 3 clusters Score -720024.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Entering Unmasked Estep 
Score: -519987.625000 Penalty: 2080.335693
	Iteration 0F: 2 clusters Score -519987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -515857.625000 Penalty: 4160.671387
	Iteration 0F: 3 clusters Score -515857.6 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -516895.187500 Penalty: 4160.671387
	Iteration 1F: 3 clusters Score -516895.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -517137.562500 Penalty: 4160.671387
	Iteration 2F: 3 clusters Score -517137.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -517322.187500 Penalty: 4160.671387
	Iteration 3F: 3 clusters Score -517322.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -517449.062500 Penalty: 4160.671387
	Iteration 4Q: 3 clusters Score -517449.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -517561.687500 Penalty: 4160.671387
	Iteration 5Q: 3 clusters Score -517561.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -517643.750000 Penalty: 4160.671387
	Iteration 6Q: 3 clusters Score -517643.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -517699.312500 Penalty: 4160.671387
	Iteration 7Q: 3 clusters Score -517699.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -517754.187500 Penalty: 4160.671387
	Iteration 8Q: 3 clusters Score -517754.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -517799.968750 Penalty: 4160.671387
	Iteration 9Q: 3 clusters Score -517800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -517825.062500 Penalty: 4160.671387
	Iteration 10Q: 3 clusters Score -517825.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -517845.187500 Penalty: 4160.671387
	Iteration 11Q: 3 clusters Score -517845.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -517870.531250 Penalty: 4160.671387
	Iteration 12Q: 3 clusters Score -517870.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -517891.843750 Penalty: 4160.671387
	Iteration 13Q: 3 clusters Score -517891.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -517908.750000 Penalty: 4160.671387
	Iteration 14Q: 3 clusters Score -517908.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -517924.437500 Penalty: 4160.671387
	Iteration 15Q: 3 clusters Score -517924.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -517935.218750 Penalty: 4160.671387
	Iteration 16Q: 3 clusters Score -517935.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -517944.468750 Penalty: 4160.671387
	Iteration 17Q: 3 clusters Score -517944.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -517955.156250 Penalty: 4160.671387
	Iteration 18Q: 3 clusters Score -517955.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -517969.625000 Penalty: 4160.671387
	Iteration 19Q: 3 clusters Score -517969.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -517982.718750 Penalty: 4160.671387
	Iteration 20F: 3 clusters Score -517982.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -517998.406250 Penalty: 4160.671387
	Iteration 21Q: 3 clusters Score -517998.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -518007.187500 Penalty: 4160.671387
	Iteration 22Q: 3 clusters Score -518007.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -518018.250000 Penalty: 4160.671387
	Iteration 23Q: 3 clusters Score -518018.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -518026.906250 Penalty: 4160.671387
	Iteration 24Q: 3 clusters Score -518026.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -518041.156250 Penalty: 4160.671387
	Iteration 25Q: 3 clusters Score -518041.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -518056.562500 Penalty: 4160.671387
	Iteration 26Q: 3 clusters Score -518056.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -518068.937500 Penalty: 4160.671387
	Iteration 27Q: 3 clusters Score -518068.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -518082.343750 Penalty: 4160.671387
	Iteration 28Q: 3 clusters Score -518082.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -518098.812500 Penalty: 4160.671387
	Iteration 29Q: 3 clusters Score -518098.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -518113.843750 Penalty: 4160.671387
	Iteration 30Q: 3 clusters Score -518113.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -518125.750000 Penalty: 4160.671387
	Iteration 31Q: 3 clusters Score -518125.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -518133.062500 Penalty: 4160.671387
	Iteration 32Q: 3 clusters Score -518133.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -518138.406250 Penalty: 4160.671387
	Iteration 33Q: 3 clusters Score -518138.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -518141.312500 Penalty: 4160.671387
	Iteration 34Q: 3 clusters Score -518141.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -518142.343750 Penalty: 4160.671387
	Iteration 35Q: 3 clusters Score -518142.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -518144.843750 Penalty: 4160.671387
	Iteration 36Q: 3 clusters Score -518144.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -518147.906250 Penalty: 4160.671387
	Iteration 37Q: 3 clusters Score -518147.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -518148.843750 Penalty: 4160.671387
	Iteration 38Q: 3 clusters Score -518148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -518150.156250 Penalty: 4160.671387
	Iteration 39Q: 3 clusters Score -518150.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -518151.093750 Penalty: 4160.671387
	Iteration 40F: 3 clusters Score -518151.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -518151.593750 Penalty: 4160.671387
	Iteration 41Q: 3 clusters Score -518151.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -518151.468750 Penalty: 4160.671387
	Iteration 42Q: 3 clusters Score -518151.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -518153.250000 Penalty: 4160.671387
	Iteration 43Q: 3 clusters Score -518153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -518152.687500 Penalty: 4160.671387
	Iteration 44Q: 3 clusters Score -518152.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -518154.125000 Penalty: 4160.671387
	Iteration 45Q: 3 clusters Score -518154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -518155.000000 Penalty: 4160.671387
	Iteration 46Q: 3 clusters Score -518155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -518156.218750 Penalty: 4160.671387
	Iteration 47Q: 3 clusters Score -518156.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -518158.687500 Penalty: 4160.671387
	Iteration 48Q: 3 clusters Score -518158.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -518160.937500 Penalty: 4160.671387
	Iteration 49Q: 3 clusters Score -518160.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -518162.343750 Penalty: 4160.671387
	Iteration 50Q: 3 clusters Score -518162.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -518164.843750 Penalty: 4160.671387
	Iteration 51Q: 3 clusters Score -518164.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -518165.937500 Penalty: 4160.671387
	Iteration 52Q: 3 clusters Score -518165.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -518166.812500 Penalty: 4160.671387
	Iteration 53Q: 3 clusters Score -518166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -518167.781250 Penalty: 4160.671387
	Iteration 54Q: 3 clusters Score -518167.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -518170.125000 Penalty: 4160.671387
	Iteration 55Q: 3 clusters Score -518170.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -518171.968750 Penalty: 4160.671387
	Iteration 56Q: 3 clusters Score -518172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -518173.781250 Penalty: 4160.671387
	Iteration 57Q: 3 clusters Score -518173.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -518176.187500 Penalty: 4160.671387
	Iteration 58Q: 3 clusters Score -518176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -518177.281250 Penalty: 4160.671387
	Iteration 59Q: 3 clusters Score -518177.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -518178.031250 Penalty: 4160.671387
	Iteration 60F: 3 clusters Score -518178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -518179.781250 Penalty: 4160.671387
	Iteration 61Q: 3 clusters Score -518179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -518181.250000 Penalty: 4160.671387
	Iteration 62Q: 3 clusters Score -518181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -518180.750000 Penalty: 4160.671387
	Iteration 63Q: 3 clusters Score -518180.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -518180.750000 Penalty: 4160.671387
	Iteration 64F: 3 clusters Score -518180.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216468 members 
Mstep: Class 2 contains 23942 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20036 members 
Mstep: Class 5 contains 7139 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143906 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 173721 members 
Mstep: Class 11 contains 156112 members 
Mstep: Class 12 contains 3479 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40025 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44180 members 
Mstep: Class 18 contains 38104 members 
Mstep: Class 19 contains 6743 members 
Mstep: Class 20 contains 15789 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56826 members 
Mstep: Class 23 contains 15615 members 
Mstep: Class 24 contains 41424 members 
Mstep: Class 25 contains 11070 members 
Mstep: Class 26 contains 138088 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079824.000000 Penalty: 104997.734375
Iteration 199Q: 31 clusters Score -1.560798e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216466 members 
Mstep: Class 2 contains 23944 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20036 members 
Mstep: Class 5 contains 7139 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143904 members 
Mstep: Class 9 contains 6130 members 
Mstep: Class 10 contains 173722 members 
Mstep: Class 11 contains 156118 members 
Mstep: Class 12 contains 3479 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 40023 members 
Mstep: Class 15 contains 94718 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44181 members 
Mstep: Class 18 contains 38105 members 
Mstep: Class 19 contains 6742 members 
Mstep: Class 20 contains 15788 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56827 members 
Mstep: Class 23 contains 15615 members 
Mstep: Class 24 contains 41424 members 
Mstep: Class 25 contains 11069 members 
Mstep: Class 26 contains 138086 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079712.000000 Penalty: 104997.734375
Iteration 200F: 31 clusters Score -1.560797e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216462 members 
Mstep: Class 2 contains 23946 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20035 members 
Mstep: Class 5 contains 7139 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143902 members 
Mstep: Class 9 contains 6129 members 
Mstep: Class 10 contains 173722 members 
Mstep: Class 11 contains 156127 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 40021 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44179 members 
Mstep: Class 18 contains 38104 members 
Mstep: Class 19 contains 6748 members 
Mstep: Class 20 contains 15787 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56822 members 
Mstep: Class 23 contains 15617 members 
Mstep: Class 24 contains 41422 members 
Mstep: Class 25 contains 11069 members 
Mstep: Class 26 contains 138086 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079808.000000 Penalty: 104997.734375
Iteration 201Q: 31 clusters Score -1.560798e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216461 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 5 contains 7139 members 
Mstep: Class 6 contains 32166 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143899 members 
Mstep: Class 9 contains 6126 members 
Mstep: Class 10 contains 173722 members 
Mstep: Class 11 contains 156126 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40018 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44178 members 
Mstep: Class 18 contains 38103 members 
Mstep: Class 19 contains 6753 members 
Mstep: Class 20 contains 15787 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56818 members 
Mstep: Class 23 contains 15620 members 
Mstep: Class 24 contains 41424 members 
Mstep: Class 25 contains 11069 members 
Mstep: Class 26 contains 138089 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 4398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079888.000000 Penalty: 104997.734375
Iteration 202Q: 31 clusters Score -1.560799e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216456 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20033 members 
Mstep: Class 5 contains 7138 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143899 members 
Mstep: Class 9 contains 6125 members 
Mstep: Class 10 contains 173725 members 
Mstep: Class 11 contains 156128 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40015 members 
Mstep: Class 15 contains 94718 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44176 members 
Mstep: Class 18 contains 38104 members 
Mstep: Class 19 contains 6760 members 
Mstep: Class 20 contains 15787 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56814 members 
Mstep: Class 23 contains 15625 members 
Mstep: Class 24 contains 41418 members 
Mstep: Class 25 contains 11070 members 
Mstep: Class 26 contains 138090 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 4400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079696.000000 Penalty: 104997.734375
Iteration 203Q: 31 clusters Score -1.560797e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216454 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7137 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143895 members 
Mstep: Class 9 contains 6119 members 
Mstep: Class 10 contains 173724 members 
Mstep: Class 11 contains 156126 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40011 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44177 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 6766 members 
Mstep: Class 20 contains 15787 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56810 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 41418 members 
Mstep: Class 25 contains 11072 members 
Mstep: Class 26 contains 138103 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 4402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079776.000000 Penalty: 104997.734375
Iteration 204Q: 31 clusters Score -1.560798e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216456 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7136 members 
Mstep: Class 6 contains 32166 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143896 members 
Mstep: Class 9 contains 6117 members 
Mstep: Class 10 contains 173732 members 
Mstep: Class 11 contains 156120 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40008 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44177 members 
Mstep: Class 18 contains 38095 members 
Mstep: Class 19 contains 6766 members 
Mstep: Class 20 contains 15788 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56806 members 
Mstep: Class 23 contains 15632 members 
Mstep: Class 24 contains 41417 members 
Mstep: Class 25 contains 11074 members 
Mstep: Class 26 contains 138106 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 4405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079856.000000 Penalty: 104997.734375
Iteration 205Q: 31 clusters Score -1.560799e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216457 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7135 members 
Mstep: Class 6 contains 32166 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143895 members 
Mstep: Class 9 contains 6119 members 
Mstep: Class 10 contains 173733 members 
Mstep: Class 11 contains 156113 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40007 members 
Mstep: Class 15 contains 94720 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44177 members 
Mstep: Class 18 contains 38091 members 
Mstep: Class 19 contains 6768 members 
Mstep: Class 20 contains 15788 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56802 members 
Mstep: Class 23 contains 15636 members 
Mstep: Class 24 contains 41414 members 
Mstep: Class 25 contains 11077 members 
Mstep: Class 26 contains 138105 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 4411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079840.000000 Penalty: 104997.734375
Iteration 206Q: 31 clusters Score -1.560798e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216460 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7132 members 
Mstep: Class 6 contains 32166 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143897 members 
Mstep: Class 9 contains 6120 members 
Mstep: Class 10 contains 173735 members 
Mstep: Class 11 contains 156107 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40007 members 
Mstep: Class 15 contains 94720 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44178 members 
Mstep: Class 18 contains 38087 members 
Mstep: Class 19 contains 6768 members 
Mstep: Class 20 contains 15788 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56800 members 
Mstep: Class 23 contains 15637 members 
Mstep: Class 24 contains 41412 members 
Mstep: Class 25 contains 11080 members 
Mstep: Class 26 contains 138104 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079744.000000 Penalty: 104997.734375
Iteration 207Q: 31 clusters Score -1.560797e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216464 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20033 members 
Mstep: Class 5 contains 7132 members 
Mstep: Class 6 contains 32166 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143897 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 173735 members 
Mstep: Class 11 contains 156104 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40007 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44177 members 
Mstep: Class 18 contains 38086 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 15788 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15638 members 
Mstep: Class 24 contains 41411 members 
Mstep: Class 25 contains 11080 members 
Mstep: Class 26 contains 138102 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 4419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079904.000000 Penalty: 104997.734375
Iteration 208Q: 31 clusters Score -1.560799e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216463 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20033 members 
Mstep: Class 5 contains 7130 members 
Mstep: Class 6 contains 32164 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143897 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 173736 members 
Mstep: Class 11 contains 156098 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40007 members 
Mstep: Class 15 contains 94720 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44175 members 
Mstep: Class 18 contains 38087 members 
Mstep: Class 19 contains 6769 members 
Mstep: Class 20 contains 15785 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56800 members 
Mstep: Class 23 contains 15639 members 
Mstep: Class 24 contains 41410 members 
Mstep: Class 25 contains 11080 members 
Mstep: Class 26 contains 138111 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079872.000000 Penalty: 104997.734375
Iteration 209Q: 31 clusters Score -1.560799e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216468 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 32163 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143895 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 173734 members 
Mstep: Class 11 contains 156104 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40006 members 
Mstep: Class 15 contains 94720 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44174 members 
Mstep: Class 18 contains 38089 members 
Mstep: Class 19 contains 6771 members 
Mstep: Class 20 contains 15785 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 56800 members 
Mstep: Class 23 contains 15640 members 
Mstep: Class 24 contains 41409 members 
Mstep: Class 25 contains 11080 members 
Mstep: Class 26 contains 138104 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079728.000000 Penalty: 104997.734375
Iteration 210Q: 31 clusters Score -1.560797e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216469 members 
Mstep: Class 2 contains 23949 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 32163 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143896 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 173737 members 
Mstep: Class 11 contains 156107 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40006 members 
Mstep: Class 15 contains 94720 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44173 members 
Mstep: Class 18 contains 38090 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 15785 members 
Mstep: Class 21 contains 8518 members 
Mstep: Class 22 contains 56800 members 
Mstep: Class 23 contains 15640 members 
Mstep: Class 24 contains 41407 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138099 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079680.000000 Penalty: 104997.734375
Iteration 211Q: 31 clusters Score -1.560797e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216475 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 32163 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143898 members 
Mstep: Class 9 contains 6120 members 
Mstep: Class 10 contains 173738 members 
Mstep: Class 11 contains 156106 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40005 members 
Mstep: Class 15 contains 94720 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44173 members 
Mstep: Class 18 contains 38090 members 
Mstep: Class 19 contains 6766 members 
Mstep: Class 20 contains 15785 members 
Mstep: Class 21 contains 8516 members 
Mstep: Class 22 contains 56800 members 
Mstep: Class 23 contains 15640 members 
Mstep: Class 24 contains 41403 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138098 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079648.000000 Penalty: 104997.734375
Iteration 212Q: 31 clusters Score -1.560796e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216481 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 32163 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143898 members 
Mstep: Class 9 contains 6118 members 
Mstep: Class 10 contains 173743 members 
Mstep: Class 11 contains 156103 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40005 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44172 members 
Mstep: Class 18 contains 38090 members 
Mstep: Class 19 contains 6766 members 
Mstep: Class 20 contains 15785 members 
Mstep: Class 21 contains 8515 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15640 members 
Mstep: Class 24 contains 41403 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138098 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8867 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079648.000000 Penalty: 104997.734375
Iteration 213Q: 31 clusters Score -1.560796e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216483 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 32165 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143895 members 
Mstep: Class 9 contains 6118 members 
Mstep: Class 10 contains 173742 members 
Mstep: Class 11 contains 156104 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40004 members 
Mstep: Class 15 contains 94720 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44169 members 
Mstep: Class 18 contains 38090 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 15784 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15640 members 
Mstep: Class 24 contains 41405 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138098 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079680.000000 Penalty: 104997.734375
Iteration 214Q: 31 clusters Score -1.560797e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216485 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 32164 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143892 members 
Mstep: Class 9 contains 6117 members 
Mstep: Class 10 contains 173743 members 
Mstep: Class 11 contains 156108 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40005 members 
Mstep: Class 15 contains 94721 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44170 members 
Mstep: Class 18 contains 38090 members 
Mstep: Class 19 contains 6765 members 
Mstep: Class 20 contains 15783 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15640 members 
Mstep: Class 24 contains 41406 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138093 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 30 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079584.000000 Penalty: 104997.734375
Iteration 215Q: 31 clusters Score -1.560796e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216486 members 
Mstep: Class 2 contains 23951 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 32166 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143885 members 
Mstep: Class 9 contains 6117 members 
Mstep: Class 10 contains 173745 members 
Mstep: Class 11 contains 156105 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40004 members 
Mstep: Class 15 contains 94722 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44170 members 
Mstep: Class 18 contains 38089 members 
Mstep: Class 19 contains 6764 members 
Mstep: Class 20 contains 15782 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15641 members 
Mstep: Class 24 contains 41407 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138097 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6089 members 
Mstep: Class 30 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079648.000000 Penalty: 104997.734375
Iteration 216Q: 31 clusters Score -1.560796e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216487 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 7125 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143883 members 
Mstep: Class 9 contains 6117 members 
Mstep: Class 10 contains 173745 members 
Mstep: Class 11 contains 156105 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40004 members 
Mstep: Class 15 contains 94722 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44167 members 
Mstep: Class 18 contains 38088 members 
Mstep: Class 19 contains 6766 members 
Mstep: Class 20 contains 15781 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56797 members 
Mstep: Class 23 contains 15643 members 
Mstep: Class 24 contains 41406 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138099 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6092 members 
Mstep: Class 30 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079696.000000 Penalty: 104997.734375
Iteration 217Q: 31 clusters Score -1.560797e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216490 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7125 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143879 members 
Mstep: Class 9 contains 6115 members 
Mstep: Class 10 contains 173748 members 
Mstep: Class 11 contains 156102 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 40005 members 
Mstep: Class 15 contains 94722 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44165 members 
Mstep: Class 18 contains 38087 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 15780 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56797 members 
Mstep: Class 23 contains 15644 members 
Mstep: Class 24 contains 41406 members 
Mstep: Class 25 contains 11083 members 
Mstep: Class 26 contains 138100 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6097 members 
Mstep: Class 30 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079632.000000 Penalty: 104997.734375
Iteration 218Q: 31 clusters Score -1.560796e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216490 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7125 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143880 members 
Mstep: Class 9 contains 6115 members 
Mstep: Class 10 contains 173750 members 
Mstep: Class 11 contains 156100 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40004 members 
Mstep: Class 15 contains 94722 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44163 members 
Mstep: Class 18 contains 38084 members 
Mstep: Class 19 contains 6768 members 
Mstep: Class 20 contains 15779 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56796 members 
Mstep: Class 23 contains 15647 members 
Mstep: Class 24 contains 41405 members 
Mstep: Class 25 contains 11083 members 
Mstep: Class 26 contains 138104 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079776.000000 Penalty: 104997.734375
Iteration 219Q: 31 clusters Score -1.560798e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216492 members 
Mstep: Class 2 contains 23949 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143881 members 
Mstep: Class 9 contains 6112 members 
Mstep: Class 10 contains 173751 members 
Mstep: Class 11 contains 156104 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40004 members 
Mstep: Class 15 contains 94722 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44162 members 
Mstep: Class 18 contains 38084 members 
Mstep: Class 19 contains 6769 members 
Mstep: Class 20 contains 15778 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56796 members 
Mstep: Class 23 contains 15647 members 
Mstep: Class 24 contains 41403 members 
Mstep: Class 25 contains 11083 members 
Mstep: Class 26 contains 138101 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079552.000000 Penalty: 104997.734375
Iteration 220F: 31 clusters Score -1.560796e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216498 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7122 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143877 members 
Mstep: Class 9 contains 6108 members 
Mstep: Class 10 contains 173751 members 
Mstep: Class 11 contains 156108 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40004 members 
Mstep: Class 15 contains 94723 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44160 members 
Mstep: Class 18 contains 38082 members 
Mstep: Class 19 contains 6770 members 
Mstep: Class 20 contains 15778 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56796 members 
Mstep: Class 23 contains 15647 members 
Mstep: Class 24 contains 41402 members 
Mstep: Class 25 contains 11083 members 
Mstep: Class 26 contains 138101 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079584.000000 Penalty: 104997.734375
Iteration 221Q: 31 clusters Score -1.560796e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216499 members 
Mstep: Class 2 contains 23951 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7123 members 
Mstep: Class 6 contains 32166 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143876 members 
Mstep: Class 9 contains 6107 members 
Mstep: Class 10 contains 173754 members 
Mstep: Class 11 contains 156115 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40004 members 
Mstep: Class 15 contains 94723 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44160 members 
Mstep: Class 18 contains 38079 members 
Mstep: Class 19 contains 6773 members 
Mstep: Class 20 contains 15777 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56795 members 
Mstep: Class 23 contains 15647 members 
Mstep: Class 24 contains 41400 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138094 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6104 members 
Mstep: Class 30 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079664.000000 Penalty: 104997.734375
Iteration 222Q: 31 clusters Score -1.560797e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216493 members 
Mstep: Class 2 contains 23956 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143876 members 
Mstep: Class 9 contains 6104 members 
Mstep: Class 10 contains 173755 members 
Mstep: Class 11 contains 156124 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40003 members 
Mstep: Class 15 contains 94723 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 44161 members 
Mstep: Class 18 contains 38075 members 
Mstep: Class 19 contains 6777 members 
Mstep: Class 20 contains 15775 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56797 members 
Mstep: Class 23 contains 15647 members 
Mstep: Class 24 contains 41399 members 
Mstep: Class 25 contains 11080 members 
Mstep: Class 26 contains 138086 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6108 members 
Mstep: Class 30 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079760.000000 Penalty: 104997.734375
Iteration 223Q: 31 clusters Score -1.560798e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216493 members 
Mstep: Class 2 contains 23960 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143879 members 
Mstep: Class 9 contains 6101 members 
Mstep: Class 10 contains 173758 members 
Mstep: Class 11 contains 156131 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40003 members 
Mstep: Class 15 contains 94722 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44159 members 
Mstep: Class 18 contains 38073 members 
Mstep: Class 19 contains 6774 members 
Mstep: Class 20 contains 15776 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56799 members 
Mstep: Class 23 contains 15647 members 
Mstep: Class 24 contains 41397 members 
Mstep: Class 25 contains 11080 members 
Mstep: Class 26 contains 138074 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079712.000000 Penalty: 104997.734375
Iteration 224Q: 31 clusters Score -1.560797e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216484 members 
Mstep: Class 2 contains 23967 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143884 members 
Mstep: Class 9 contains 6102 members 
Mstep: Class 10 contains 173760 members 
Mstep: Class 11 contains 156129 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40002 members 
Mstep: Class 15 contains 94721 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44158 members 
Mstep: Class 18 contains 38073 members 
Mstep: Class 19 contains 6776 members 
Mstep: Class 20 contains 15773 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15647 members 
Mstep: Class 24 contains 41395 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138073 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079728.000000 Penalty: 104997.734375
Iteration 225Q: 31 clusters Score -1.560797e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216483 members 
Mstep: Class 2 contains 23970 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143884 members 
Mstep: Class 9 contains 6103 members 
Mstep: Class 10 contains 173762 members 
Mstep: Class 11 contains 156129 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40002 members 
Mstep: Class 15 contains 94721 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44159 members 
Mstep: Class 18 contains 38072 members 
Mstep: Class 19 contains 6772 members 
Mstep: Class 20 contains 15773 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56799 members 
Mstep: Class 23 contains 15646 members 
Mstep: Class 24 contains 41395 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138072 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079760.000000 Penalty: 104997.734375
Iteration 226Q: 31 clusters Score -1.560798e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216484 members 
Mstep: Class 2 contains 23971 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143882 members 
Mstep: Class 9 contains 6103 members 
Mstep: Class 10 contains 173767 members 
Mstep: Class 11 contains 156128 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 40002 members 
Mstep: Class 15 contains 94720 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44160 members 
Mstep: Class 18 contains 38071 members 
Mstep: Class 19 contains 6772 members 
Mstep: Class 20 contains 15772 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15646 members 
Mstep: Class 24 contains 41391 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138075 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8867 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079712.000000 Penalty: 104997.734375
Iteration 227Q: 31 clusters Score -1.560797e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216487 members 
Mstep: Class 2 contains 23971 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143880 members 
Mstep: Class 9 contains 6102 members 
Mstep: Class 10 contains 173770 members 
Mstep: Class 11 contains 156127 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 40004 members 
Mstep: Class 15 contains 94720 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44160 members 
Mstep: Class 18 contains 38070 members 
Mstep: Class 19 contains 6777 members 
Mstep: Class 20 contains 15771 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15644 members 
Mstep: Class 24 contains 41390 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138073 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079728.000000 Penalty: 104997.734375
Iteration 228Q: 31 clusters Score -1.560797e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216500 members 
Mstep: Class 2 contains 23972 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143876 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 173773 members 
Mstep: Class 11 contains 156122 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 40004 members 
Mstep: Class 15 contains 94719 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44162 members 
Mstep: Class 18 contains 38071 members 
Mstep: Class 19 contains 6782 members 
Mstep: Class 20 contains 15772 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15644 members 
Mstep: Class 24 contains 41382 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138065 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079680.000000 Penalty: 104997.734375
Iteration 229Q: 31 clusters Score -1.560797e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216512 members 
Mstep: Class 2 contains 23972 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7121 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143872 members 
Mstep: Class 9 contains 6098 members 
Mstep: Class 10 contains 173773 members 
Mstep: Class 11 contains 156129 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 40001 members 
Mstep: Class 15 contains 94717 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 44161 members 
Mstep: Class 18 contains 38071 members 
Mstep: Class 19 contains 6789 members 
Mstep: Class 20 contains 15769 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56797 members 
Mstep: Class 23 contains 15644 members 
Mstep: Class 24 contains 41377 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138056 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079632.000000 Penalty: 104997.734375
Iteration 230Q: 31 clusters Score -1.560796e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216520 members 
Mstep: Class 2 contains 23972 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7119 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143872 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 173785 members 
Mstep: Class 11 contains 156136 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 39999 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44161 members 
Mstep: Class 18 contains 38069 members 
Mstep: Class 19 contains 6784 members 
Mstep: Class 20 contains 15769 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56796 members 
Mstep: Class 23 contains 15646 members 
Mstep: Class 24 contains 41373 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138038 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 6115 members 
Mstep: Class 30 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079520.000000 Penalty: 104997.734375
Iteration 231Q: 31 clusters Score -1.560795e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216529 members 
Mstep: Class 2 contains 23971 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7119 members 
Mstep: Class 6 contains 32171 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143873 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 173789 members 
Mstep: Class 11 contains 156137 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 39997 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44162 members 
Mstep: Class 18 contains 38065 members 
Mstep: Class 19 contains 6784 members 
Mstep: Class 20 contains 15769 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56797 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41368 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138025 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8865 members 
Mstep: Class 29 contains 6117 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079424.000000 Penalty: 104997.734375
Iteration 232Q: 31 clusters Score -1.560794e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216541 members 
Mstep: Class 2 contains 23970 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7120 members 
Mstep: Class 6 contains 32171 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143872 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 173789 members 
Mstep: Class 11 contains 156134 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 39998 members 
Mstep: Class 15 contains 94717 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44158 members 
Mstep: Class 18 contains 38062 members 
Mstep: Class 19 contains 6791 members 
Mstep: Class 20 contains 15767 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15649 members 
Mstep: Class 24 contains 41363 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138020 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8863 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079504.000000 Penalty: 104997.734375
Iteration 233Q: 31 clusters Score -1.560795e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216548 members 
Mstep: Class 2 contains 23971 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7120 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 143872 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 173792 members 
Mstep: Class 11 contains 156146 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 39997 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38062 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 15767 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56799 members 
Mstep: Class 23 contains 15649 members 
Mstep: Class 24 contains 41359 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138015 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8862 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079616.000000 Penalty: 104997.734375
Iteration 234Q: 31 clusters Score -1.560796e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216558 members 
Mstep: Class 2 contains 23971 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7119 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143869 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173790 members 
Mstep: Class 11 contains 156159 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 39997 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38062 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 15769 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56799 members 
Mstep: Class 23 contains 15649 members 
Mstep: Class 24 contains 41356 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138003 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8861 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079632.000000 Penalty: 104997.734375
Iteration 235Q: 31 clusters Score -1.560796e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216575 members 
Mstep: Class 2 contains 23971 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7119 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143863 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173791 members 
Mstep: Class 11 contains 156159 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 39997 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44154 members 
Mstep: Class 18 contains 38062 members 
Mstep: Class 19 contains 6781 members 
Mstep: Class 20 contains 15767 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56799 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41353 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 137998 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8861 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079600.000000 Penalty: 104997.734375
Iteration 236Q: 31 clusters Score -1.560796e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216578 members 
Mstep: Class 2 contains 23971 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7119 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143861 members 
Mstep: Class 9 contains 6090 members 
Mstep: Class 10 contains 173791 members 
Mstep: Class 11 contains 156161 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 39997 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44154 members 
Mstep: Class 18 contains 38062 members 
Mstep: Class 19 contains 6777 members 
Mstep: Class 20 contains 15766 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56799 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41352 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 137998 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8861 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 4453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079680.000000 Penalty: 104997.734375
Iteration 237Q: 31 clusters Score -1.560797e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216579 members 
Mstep: Class 2 contains 23971 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7118 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143857 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173792 members 
Mstep: Class 11 contains 156159 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 39998 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44154 members 
Mstep: Class 18 contains 38062 members 
Mstep: Class 19 contains 6777 members 
Mstep: Class 20 contains 15766 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41353 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138002 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8861 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 4453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079712.000000 Penalty: 104997.734375
Iteration 238Q: 31 clusters Score -1.560797e+08 nChanged 50
Entering ConstructFrom: 
Score: -156079712.000000 Penalty: 104997.734375
Entering ConstructFrom: 
Trying to split cluster 1 (216579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216579 members 
Entering Unmasked Estep 
Score: -25600528.000000 Penalty: 3046.856201
	Iteration 0F: 2 clusters Score -2.560053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108046 members 
Mstep: Class 2 contains 108533 members 
Entering Unmasked Estep 
Score: -25464852.000000 Penalty: 6093.712402
	Iteration 0F: 3 clusters Score -2.546485e+07 nChanged 104420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103874 members 
Mstep: Class 2 contains 112705 members 
Entering Unmasked Estep 
Score: -25526570.000000 Penalty: 6093.712402
	Iteration 1F: 3 clusters Score -2.552657e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100753 members 
Mstep: Class 2 contains 115826 members 
Entering Unmasked Estep 
Score: -25528134.000000 Penalty: 6093.712402
	Iteration 2Q: 3 clusters Score -2.552813e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 120679 members 
Entering Unmasked Estep 
Score: -25530176.000000 Penalty: 6093.712402
	Iteration 3Q: 3 clusters Score -2.553018e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 127872 members 
Entering Unmasked Estep 
Score: -25533762.000000 Penalty: 6093.712402
	Iteration 4Q: 3 clusters Score -2.553376e+07 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78126 members 
Mstep: Class 2 contains 138453 members 
Entering Unmasked Estep 
Score: -25540076.000000 Penalty: 6093.712402
	Iteration 5F: 3 clusters Score -2.554008e+07 nChanged 15412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 153013 members 
Entering Unmasked Estep 
Score: -25550480.000000 Penalty: 6093.712402
	Iteration 6F: 3 clusters Score -2.555048e+07 nChanged 18366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 170999 members 
Entering Unmasked Estep 
Score: -25565092.000000 Penalty: 6093.712402
	Iteration 7F: 3 clusters Score -2.556509e+07 nChanged 17784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 188641 members 
Entering Unmasked Estep 
Score: -25580266.000000 Penalty: 6093.712402
	Iteration 8F: 3 clusters Score -2.558027e+07 nChanged 13112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 201691 members 
Entering Unmasked Estep 
Score: -25589888.000000 Penalty: 6093.712402
	Iteration 9F: 3 clusters Score -2.558989e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 208693 members 
Entering Unmasked Estep 
Score: -25594628.000000 Penalty: 6093.712402
	Iteration 10Q: 3 clusters Score -2.559463e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 211873 members 
Entering Unmasked Estep 
Score: -25596930.000000 Penalty: 6093.712402
	Iteration 11Q: 3 clusters Score -2.559693e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 213274 members 
Entering Unmasked Estep 
Score: -25597886.000000 Penalty: 6093.712402
	Iteration 12Q: 3 clusters Score -2.559789e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 213829 members 
Entering Unmasked Estep 
Score: -25598542.000000 Penalty: 6093.712402
	Iteration 13Q: 3 clusters Score -2.559854e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 214085 members 
Entering Unmasked Estep 
Score: -25598802.000000 Penalty: 6093.712402
	Iteration 14Q: 3 clusters Score -2.55988e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 214209 members 
Entering Unmasked Estep 
Score: -25598998.000000 Penalty: 6093.712402
	Iteration 15Q: 3 clusters Score -2.5599e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 214257 members 
Entering Unmasked Estep 
Score: -25599074.000000 Penalty: 6093.712402
	Iteration 16Q: 3 clusters Score -2.559907e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 214294 members 
Entering Unmasked Estep 
Score: -25599120.000000 Penalty: 6093.712402
	Iteration 17Q: 3 clusters Score -2.559912e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 214311 members 
Entering Unmasked Estep 
Score: -25599178.000000 Penalty: 6093.712402
	Iteration 18Q: 3 clusters Score -2.559918e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 214335 members 
Entering Unmasked Estep 
Score: -25599250.000000 Penalty: 6093.712402
	Iteration 19Q: 3 clusters Score -2.559925e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 214335 members 
Entering Unmasked Estep 
Score: -25599258.000000 Penalty: 6093.712402
	Iteration 20F: 3 clusters Score -2.559926e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 214326 members 
Entering Unmasked Estep 
Score: -25599292.000000 Penalty: 6093.712402
	Iteration 21Q: 3 clusters Score -2.559929e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 214318 members 
Entering Unmasked Estep 
Score: -25599264.000000 Penalty: 6093.712402
	Iteration 22Q: 3 clusters Score -2.559926e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 214315 members 
Entering Unmasked Estep 
Score: -25599280.000000 Penalty: 6093.712402
	Iteration 23Q: 3 clusters Score -2.559928e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 214310 members 
Entering Unmasked Estep 
Score: -25599294.000000 Penalty: 6093.712402
	Iteration 24Q: 3 clusters Score -2.559929e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 214315 members 
Entering Unmasked Estep 
Score: -25599336.000000 Penalty: 6093.712402
	Iteration 25Q: 3 clusters Score -2.559934e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 214318 members 
Entering Unmasked Estep 
Score: -25599356.000000 Penalty: 6093.712402
	Iteration 26Q: 3 clusters Score -2.559936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 214331 members 
Entering Unmasked Estep 
Score: -25599366.000000 Penalty: 6093.712402
	Iteration 27Q: 3 clusters Score -2.559937e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 214330 members 
Entering Unmasked Estep 
Score: -25599386.000000 Penalty: 6093.712402
	Iteration 28Q: 3 clusters Score -2.559939e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 214324 members 
Entering Unmasked Estep 
Score: -25599388.000000 Penalty: 6093.712402
	Iteration 29Q: 3 clusters Score -2.559939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 214324 members 
Entering Unmasked Estep 
Score: -25599376.000000 Penalty: 6093.712402
	Iteration 30Q: 3 clusters Score -2.559938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 214318 members 
Entering Unmasked Estep 
Score: -25599378.000000 Penalty: 6093.712402
	Iteration 31Q: 3 clusters Score -2.559938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 214308 members 
Entering Unmasked Estep 
Score: -25599364.000000 Penalty: 6093.712402
	Iteration 32Q: 3 clusters Score -2.559936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 214301 members 
Entering Unmasked Estep 
Score: -25599376.000000 Penalty: 6093.712402
	Iteration 33Q: 3 clusters Score -2.559938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 214293 members 
Entering Unmasked Estep 
Score: -25599398.000000 Penalty: 6093.712402
	Iteration 34Q: 3 clusters Score -2.55994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 214288 members 
Entering Unmasked Estep 
Score: -25599390.000000 Penalty: 6093.712402
	Iteration 35Q: 3 clusters Score -2.559939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 214286 members 
Entering Unmasked Estep 
Score: -25599386.000000 Penalty: 6093.712402
	Iteration 36Q: 3 clusters Score -2.559939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 214288 members 
Entering Unmasked Estep 
Score: -25599400.000000 Penalty: 6093.712402
	Iteration 37Q: 3 clusters Score -2.55994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 214285 members 
Entering Unmasked Estep 
Score: -25599388.000000 Penalty: 6093.712402
	Iteration 38Q: 3 clusters Score -2.559939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 214280 members 
Entering Unmasked Estep 
Score: -25599390.000000 Penalty: 6093.712402
	Iteration 39Q: 3 clusters Score -2.559939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 214277 members 
Entering Unmasked Estep 
Score: -25599388.000000 Penalty: 6093.712402
	Iteration 40F: 3 clusters Score -2.559939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 214276 members 
Entering Unmasked Estep 
Score: -25599394.000000 Penalty: 6093.712402
	Iteration 41Q: 3 clusters Score -2.559939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 214275 members 
Entering Unmasked Estep 
Score: -25599390.000000 Penalty: 6093.712402
	Iteration 42Q: 3 clusters Score -2.559939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 214274 members 
Entering Unmasked Estep 
Score: -25599394.000000 Penalty: 6093.712402
	Iteration 43Q: 3 clusters Score -2.559939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 214273 members 
Entering Unmasked Estep 
Score: -25599402.000000 Penalty: 6093.712402
	Iteration 44Q: 3 clusters Score -2.55994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 214274 members 
Entering Unmasked Estep 
Score: -25599384.000000 Penalty: 6093.712402
	Iteration 45Q: 3 clusters Score -2.559938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 214274 members 
Entering Unmasked Estep 
Score: -25599384.000000 Penalty: 6093.712402
	Iteration 46F: 3 clusters Score -2.559938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Entering Unmasked Estep 
Score: -2890954.750000 Penalty: 2500.970459
	Iteration 0F: 2 clusters Score -2890955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2874187.000000 Penalty: 5001.940918
	Iteration 0F: 3 clusters Score -2874187 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2880138.750000 Penalty: 5001.940918
	Iteration 1F: 3 clusters Score -2880139 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2880548.750000 Penalty: 5001.940918
	Iteration 2F: 3 clusters Score -2880549 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2880847.500000 Penalty: 5001.940918
	Iteration 3Q: 3 clusters Score -2880848 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2881089.250000 Penalty: 5001.940918
	Iteration 4Q: 3 clusters Score -2881089 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2881297.250000 Penalty: 5001.940918
	Iteration 5Q: 3 clusters Score -2881297 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2881512.500000 Penalty: 5001.940918
	Iteration 6Q: 3 clusters Score -2881512 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2881797.000000 Penalty: 5001.940918
	Iteration 7Q: 3 clusters Score -2881797 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2882123.750000 Penalty: 5001.940918
	Iteration 8Q: 3 clusters Score -2882124 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2882537.750000 Penalty: 5001.940918
	Iteration 9Q: 3 clusters Score -2882538 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2883109.250000 Penalty: 5001.940918
	Iteration 10Q: 3 clusters Score -2883109 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2883878.250000 Penalty: 5001.940918
	Iteration 11Q: 3 clusters Score -2883878 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2884789.500000 Penalty: 5001.940918
	Iteration 12F: 3 clusters Score -2884790 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2885625.000000 Penalty: 5001.940918
	Iteration 13Q: 3 clusters Score -2885625 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2886294.000000 Penalty: 5001.940918
	Iteration 14Q: 3 clusters Score -2886294 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2886611.000000 Penalty: 5001.940918
	Iteration 15Q: 3 clusters Score -2886611 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2886762.750000 Penalty: 5001.940918
	Iteration 16Q: 3 clusters Score -2886763 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2886866.000000 Penalty: 5001.940918
	Iteration 17Q: 3 clusters Score -2886866 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2886944.250000 Penalty: 5001.940918
	Iteration 18Q: 3 clusters Score -2886944 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2886988.250000 Penalty: 5001.940918
	Iteration 19Q: 3 clusters Score -2886988 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2887030.000000 Penalty: 5001.940918
	Iteration 20F: 3 clusters Score -2887030 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2887067.500000 Penalty: 5001.940918
	Iteration 21Q: 3 clusters Score -2887068 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2887086.250000 Penalty: 5001.940918
	Iteration 22Q: 3 clusters Score -2887086 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2887105.250000 Penalty: 5001.940918
	Iteration 23Q: 3 clusters Score -2887105 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2887123.500000 Penalty: 5001.940918
	Iteration 24Q: 3 clusters Score -2887124 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2887132.000000 Penalty: 5001.940918
	Iteration 25Q: 3 clusters Score -2887132 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2887159.500000 Penalty: 5001.940918
	Iteration 26Q: 3 clusters Score -2887160 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2887179.750000 Penalty: 5001.940918
	Iteration 27Q: 3 clusters Score -2887180 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2887198.500000 Penalty: 5001.940918
	Iteration 28Q: 3 clusters Score -2887198 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2887213.250000 Penalty: 5001.940918
	Iteration 29Q: 3 clusters Score -2887213 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2887217.750000 Penalty: 5001.940918
	Iteration 30Q: 3 clusters Score -2887218 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2887236.500000 Penalty: 5001.940918
	Iteration 31Q: 3 clusters Score -2887236 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2887261.750000 Penalty: 5001.940918
	Iteration 32Q: 3 clusters Score -2887262 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2887264.750000 Penalty: 5001.940918
	Iteration 33Q: 3 clusters Score -2887265 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2887279.250000 Penalty: 5001.940918
	Iteration 34Q: 3 clusters Score -2887279 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2887293.500000 Penalty: 5001.940918
	Iteration 35Q: 3 clusters Score -2887294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2887308.500000 Penalty: 5001.940918
	Iteration 36Q: 3 clusters Score -2887308 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2887309.500000 Penalty: 5001.940918
	Iteration 37Q: 3 clusters Score -2887310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2887311.250000 Penalty: 5001.940918
	Iteration 38Q: 3 clusters Score -2887311 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2887344.000000 Penalty: 5001.940918
	Iteration 39Q: 3 clusters Score -2887344 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2887361.250000 Penalty: 5001.940918
	Iteration 40F: 3 clusters Score -2887361 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2887374.250000 Penalty: 5001.940918
	Iteration 41Q: 3 clusters Score -2887374 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2887395.500000 Penalty: 5001.940918
	Iteration 42Q: 3 clusters Score -2887396 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2887408.500000 Penalty: 5001.940918
	Iteration 43Q: 3 clusters Score -2887408 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2887417.250000 Penalty: 5001.940918
	Iteration 44Q: 3 clusters Score -2887417 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2887442.000000 Penalty: 5001.940918
	Iteration 45Q: 3 clusters Score -2887442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2887459.500000 Penalty: 5001.940918
	Iteration 46Q: 3 clusters Score -2887460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2887466.250000 Penalty: 5001.940918
	Iteration 47Q: 3 clusters Score -2887466 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2887477.250000 Penalty: 5001.940918
	Iteration 48Q: 3 clusters Score -2887477 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2887488.500000 Penalty: 5001.940918
	Iteration 49Q: 3 clusters Score -2887488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2887490.500000 Penalty: 5001.940918
	Iteration 50Q: 3 clusters Score -2887490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2887516.250000 Penalty: 5001.940918
	Iteration 51Q: 3 clusters Score -2887516 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2887524.250000 Penalty: 5001.940918
	Iteration 52Q: 3 clusters Score -2887524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2887545.500000 Penalty: 5001.940918
	Iteration 53Q: 3 clusters Score -2887546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2887562.500000 Penalty: 5001.940918
	Iteration 54Q: 3 clusters Score -2887562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2887582.250000 Penalty: 5001.940918
	Iteration 55Q: 3 clusters Score -2887582 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2887591.500000 Penalty: 5001.940918
	Iteration 56Q: 3 clusters Score -2887592 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2887616.500000 Penalty: 5001.940918
	Iteration 57Q: 3 clusters Score -2887616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2887618.000000 Penalty: 5001.940918
	Iteration 58Q: 3 clusters Score -2887618 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2887635.750000 Penalty: 5001.940918
	Iteration 59Q: 3 clusters Score -2887636 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2887641.750000 Penalty: 5001.940918
	Iteration 60F: 3 clusters Score -2887642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2887658.500000 Penalty: 5001.940918
	Iteration 61Q: 3 clusters Score -2887658 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2887676.000000 Penalty: 5001.940918
	Iteration 62Q: 3 clusters Score -2887676 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2887698.000000 Penalty: 5001.940918
	Iteration 63Q: 3 clusters Score -2887698 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2887720.750000 Penalty: 5001.940918
	Iteration 64Q: 3 clusters Score -2887721 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2887745.000000 Penalty: 5001.940918
	Iteration 65Q: 3 clusters Score -2887745 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2887776.750000 Penalty: 5001.940918
	Iteration 66Q: 3 clusters Score -2887777 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2887781.750000 Penalty: 5001.940918
	Iteration 67Q: 3 clusters Score -2887782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2887786.750000 Penalty: 5001.940918
	Iteration 68Q: 3 clusters Score -2887787 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2887808.500000 Penalty: 5001.940918
	Iteration 69Q: 3 clusters Score -2887808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2887831.000000 Penalty: 5001.940918
	Iteration 70Q: 3 clusters Score -2887831 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2887834.750000 Penalty: 5001.940918
	Iteration 71Q: 3 clusters Score -2887835 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2887862.000000 Penalty: 5001.940918
	Iteration 72Q: 3 clusters Score -2887862 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2887890.500000 Penalty: 5001.940918
	Iteration 73Q: 3 clusters Score -2887890 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2887907.250000 Penalty: 5001.940918
	Iteration 74Q: 3 clusters Score -2887907 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2887926.500000 Penalty: 5001.940918
	Iteration 75Q: 3 clusters Score -2887926 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2887957.500000 Penalty: 5001.940918
	Iteration 76Q: 3 clusters Score -2887958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2887988.250000 Penalty: 5001.940918
	Iteration 77Q: 3 clusters Score -2887988 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2888015.750000 Penalty: 5001.940918
	Iteration 78Q: 3 clusters Score -2888016 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2888039.250000 Penalty: 5001.940918
	Iteration 79Q: 3 clusters Score -2888039 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2888072.500000 Penalty: 5001.940918
	Iteration 80F: 3 clusters Score -2888072 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2888115.250000 Penalty: 5001.940918
	Iteration 81Q: 3 clusters Score -2888115 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2888135.250000 Penalty: 5001.940918
	Iteration 82Q: 3 clusters Score -2888135 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2888167.750000 Penalty: 5001.940918
	Iteration 83Q: 3 clusters Score -2888168 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2888193.500000 Penalty: 5001.940918
	Iteration 84Q: 3 clusters Score -2888194 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2888210.000000 Penalty: 5001.940918
	Iteration 85Q: 3 clusters Score -2888210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2888223.000000 Penalty: 5001.940918
	Iteration 86Q: 3 clusters Score -2888223 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2888246.500000 Penalty: 5001.940918
	Iteration 87Q: 3 clusters Score -2888246 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2888270.250000 Penalty: 5001.940918
	Iteration 88Q: 3 clusters Score -2888270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2888289.000000 Penalty: 5001.940918
	Iteration 89Q: 3 clusters Score -2888289 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2888303.000000 Penalty: 5001.940918
	Iteration 90Q: 3 clusters Score -2888303 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2888322.250000 Penalty: 5001.940918
	Iteration 91Q: 3 clusters Score -2888322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2888336.750000 Penalty: 5001.940918
	Iteration 92Q: 3 clusters Score -2888337 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2888350.750000 Penalty: 5001.940918
	Iteration 93Q: 3 clusters Score -2888351 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2888380.500000 Penalty: 5001.940918
	Iteration 94Q: 3 clusters Score -2888380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2888390.750000 Penalty: 5001.940918
	Iteration 95Q: 3 clusters Score -2888391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2888391.000000 Penalty: 5001.940918
	Iteration 96Q: 3 clusters Score -2888391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2888406.000000 Penalty: 5001.940918
	Iteration 97Q: 3 clusters Score -2888406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2888415.250000 Penalty: 5001.940918
	Iteration 98Q: 3 clusters Score -2888415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2888428.000000 Penalty: 5001.940918
	Iteration 99Q: 3 clusters Score -2888428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2888437.750000 Penalty: 5001.940918
	Iteration 100F: 3 clusters Score -2888438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2888451.000000 Penalty: 5001.940918
	Iteration 101Q: 3 clusters Score -2888451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2888460.750000 Penalty: 5001.940918
	Iteration 102Q: 3 clusters Score -2888461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2888461.500000 Penalty: 5001.940918
	Iteration 103Q: 3 clusters Score -2888462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2888460.750000 Penalty: 5001.940918
	Iteration 104Q: 3 clusters Score -2888461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2888467.750000 Penalty: 5001.940918
	Iteration 105Q: 3 clusters Score -2888468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2888471.000000 Penalty: 5001.940918
	Iteration 106Q: 3 clusters Score -2888471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2888472.000000 Penalty: 5001.940918
	Iteration 107Q: 3 clusters Score -2888472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2888472.750000 Penalty: 5001.940918
	Iteration 108Q: 3 clusters Score -2888473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2888476.750000 Penalty: 5001.940918
	Iteration 109Q: 3 clusters Score -2888477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2888482.750000 Penalty: 5001.940918
	Iteration 110Q: 3 clusters Score -2888483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2888492.000000 Penalty: 5001.940918
	Iteration 111Q: 3 clusters Score -2888492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2888497.500000 Penalty: 5001.940918
	Iteration 112Q: 3 clusters Score -2888498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2888507.750000 Penalty: 5001.940918
	Iteration 113Q: 3 clusters Score -2888508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2888512.250000 Penalty: 5001.940918
	Iteration 114Q: 3 clusters Score -2888512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2888528.500000 Penalty: 5001.940918
	Iteration 115Q: 3 clusters Score -2888528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2888531.750000 Penalty: 5001.940918
	Iteration 116Q: 3 clusters Score -2888532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2888536.000000 Penalty: 5001.940918
	Iteration 117Q: 3 clusters Score -2888536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2888539.500000 Penalty: 5001.940918
	Iteration 118Q: 3 clusters Score -2888540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2888542.500000 Penalty: 5001.940918
	Iteration 119Q: 3 clusters Score -2888542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2888552.250000 Penalty: 5001.940918
	Iteration 120F: 3 clusters Score -2888552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2888563.000000 Penalty: 5001.940918
	Iteration 121Q: 3 clusters Score -2888563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2888568.250000 Penalty: 5001.940918
	Iteration 122Q: 3 clusters Score -2888568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2888576.250000 Penalty: 5001.940918
	Iteration 123Q: 3 clusters Score -2888576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2888574.250000 Penalty: 5001.940918
	Iteration 124Q: 3 clusters Score -2888574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2888583.000000 Penalty: 5001.940918
	Iteration 125Q: 3 clusters Score -2888583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2888584.750000 Penalty: 5001.940918
	Iteration 126Q: 3 clusters Score -2888585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2888581.500000 Penalty: 5001.940918
	Iteration 127Q: 3 clusters Score -2888582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2888587.500000 Penalty: 5001.940918
	Iteration 128Q: 3 clusters Score -2888588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2888587.250000 Penalty: 5001.940918
	Iteration 129Q: 3 clusters Score -2888587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2888587.500000 Penalty: 5001.940918
	Iteration 130Q: 3 clusters Score -2888588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2888589.250000 Penalty: 5001.940918
	Iteration 131Q: 3 clusters Score -2888589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2888598.250000 Penalty: 5001.940918
	Iteration 132Q: 3 clusters Score -2888598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2888612.250000 Penalty: 5001.940918
	Iteration 133Q: 3 clusters Score -2888612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2888606.000000 Penalty: 5001.940918
	Iteration 134Q: 3 clusters Score -2888606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2888605.250000 Penalty: 5001.940918
	Iteration 135Q: 3 clusters Score -2888605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2888612.500000 Penalty: 5001.940918
	Iteration 136Q: 3 clusters Score -2888612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2888617.500000 Penalty: 5001.940918
	Iteration 137Q: 3 clusters Score -2888618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2888620.000000 Penalty: 5001.940918
	Iteration 138Q: 3 clusters Score -2888620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2888625.500000 Penalty: 5001.940918
	Iteration 139Q: 3 clusters Score -2888626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2888631.750000 Penalty: 5001.940918
	Iteration 140F: 3 clusters Score -2888632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2888638.000000 Penalty: 5001.940918
	Iteration 141Q: 3 clusters Score -2888638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2888640.500000 Penalty: 5001.940918
	Iteration 142Q: 3 clusters Score -2888640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2888648.000000 Penalty: 5001.940918
	Iteration 143Q: 3 clusters Score -2888648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2888646.250000 Penalty: 5001.940918
	Iteration 144Q: 3 clusters Score -2888646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2888646.250000 Penalty: 5001.940918
	Iteration 145F: 3 clusters Score -2888646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -812429.812500 Penalty: 2192.607422
	Iteration 0F: 2 clusters Score -812429.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -806672.562500 Penalty: 4385.214844
	Iteration 0F: 3 clusters Score -806672.6 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -808177.812500 Penalty: 4385.214844
	Iteration 1F: 3 clusters Score -808177.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -808420.875000 Penalty: 4385.214844
	Iteration 2F: 3 clusters Score -808420.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -808602.687500 Penalty: 4385.214844
	Iteration 3F: 3 clusters Score -808602.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -808759.437500 Penalty: 4385.214844
	Iteration 4Q: 3 clusters Score -808759.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -808923.937500 Penalty: 4385.214844
	Iteration 5Q: 3 clusters Score -808923.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -809072.500000 Penalty: 4385.214844
	Iteration 6Q: 3 clusters Score -809072.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -809235.937500 Penalty: 4385.214844
	Iteration 7Q: 3 clusters Score -809235.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -809416.250000 Penalty: 4385.214844
	Iteration 8Q: 3 clusters Score -809416.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -809596.250000 Penalty: 4385.214844
	Iteration 9Q: 3 clusters Score -809596.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -809767.625000 Penalty: 4385.214844
	Iteration 10Q: 3 clusters Score -809767.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -809919.500000 Penalty: 4385.214844
	Iteration 11Q: 3 clusters Score -809919.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -810048.812500 Penalty: 4385.214844
	Iteration 12Q: 3 clusters Score -810048.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -810152.875000 Penalty: 4385.214844
	Iteration 13Q: 3 clusters Score -810152.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -810249.750000 Penalty: 4385.214844
	Iteration 14Q: 3 clusters Score -810249.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -810321.687500 Penalty: 4385.214844
	Iteration 15Q: 3 clusters Score -810321.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -810390.187500 Penalty: 4385.214844
	Iteration 16Q: 3 clusters Score -810390.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -810447.375000 Penalty: 4385.214844
	Iteration 17Q: 3 clusters Score -810447.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -810496.500000 Penalty: 4385.214844
	Iteration 18Q: 3 clusters Score -810496.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -810521.375000 Penalty: 4385.214844
	Iteration 19Q: 3 clusters Score -810521.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -810529.750000 Penalty: 4385.214844
	Iteration 20F: 3 clusters Score -810529.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -810536.062500 Penalty: 4385.214844
	Iteration 21Q: 3 clusters Score -810536.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -810542.750000 Penalty: 4385.214844
	Iteration 22Q: 3 clusters Score -810542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -810545.812500 Penalty: 4385.214844
	Iteration 23Q: 3 clusters Score -810545.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -810553.312500 Penalty: 4385.214844
	Iteration 24Q: 3 clusters Score -810553.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -810556.562500 Penalty: 4385.214844
	Iteration 25Q: 3 clusters Score -810556.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -810561.312500 Penalty: 4385.214844
	Iteration 26Q: 3 clusters Score -810561.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -810566.875000 Penalty: 4385.214844
	Iteration 27Q: 3 clusters Score -810566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -810567.750000 Penalty: 4385.214844
	Iteration 28Q: 3 clusters Score -810567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -810571.187500 Penalty: 4385.214844
	Iteration 29Q: 3 clusters Score -810571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -810570.750000 Penalty: 4385.214844
	Iteration 30Q: 3 clusters Score -810570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -810570.750000 Penalty: 4385.214844
	Iteration 31F: 3 clusters Score -810570.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Entering Unmasked Estep 
Score: -2349386.750000 Penalty: 2456.424316
	Iteration 0F: 2 clusters Score -2349387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2335290.500000 Penalty: 4912.848633
	Iteration 0F: 3 clusters Score -2335290 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2339982.000000 Penalty: 4912.848633
	Iteration 1F: 3 clusters Score -2339982 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2340359.250000 Penalty: 4912.848633
	Iteration 2F: 3 clusters Score -2340359 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2340680.250000 Penalty: 4912.848633
	Iteration 3Q: 3 clusters Score -2340680 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2340945.500000 Penalty: 4912.848633
	Iteration 4Q: 3 clusters Score -2340946 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2341180.000000 Penalty: 4912.848633
	Iteration 5Q: 3 clusters Score -2341180 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2341386.250000 Penalty: 4912.848633
	Iteration 6Q: 3 clusters Score -2341386 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2341593.500000 Penalty: 4912.848633
	Iteration 7Q: 3 clusters Score -2341594 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2341784.000000 Penalty: 4912.848633
	Iteration 8Q: 3 clusters Score -2341784 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2341972.500000 Penalty: 4912.848633
	Iteration 9Q: 3 clusters Score -2341972 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2342128.000000 Penalty: 4912.848633
	Iteration 10Q: 3 clusters Score -2342128 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2342292.750000 Penalty: 4912.848633
	Iteration 11Q: 3 clusters Score -2342293 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2342433.750000 Penalty: 4912.848633
	Iteration 12Q: 3 clusters Score -2342434 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2342568.000000 Penalty: 4912.848633
	Iteration 13Q: 3 clusters Score -2342568 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2342747.500000 Penalty: 4912.848633
	Iteration 14Q: 3 clusters Score -2342748 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2342915.500000 Penalty: 4912.848633
	Iteration 15Q: 3 clusters Score -2342916 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2343057.750000 Penalty: 4912.848633
	Iteration 16Q: 3 clusters Score -2343058 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2343233.500000 Penalty: 4912.848633
	Iteration 17Q: 3 clusters Score -2343234 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2343414.000000 Penalty: 4912.848633
	Iteration 18Q: 3 clusters Score -2343414 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2343609.250000 Penalty: 4912.848633
	Iteration 19Q: 3 clusters Score -2343609 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2343827.250000 Penalty: 4912.848633
	Iteration 20F: 3 clusters Score -2343827 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2344080.000000 Penalty: 4912.848633
	Iteration 21Q: 3 clusters Score -2344080 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2344367.000000 Penalty: 4912.848633
	Iteration 22Q: 3 clusters Score -2344367 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2344657.500000 Penalty: 4912.848633
	Iteration 23Q: 3 clusters Score -2344658 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2344938.750000 Penalty: 4912.848633
	Iteration 24Q: 3 clusters Score -2344939 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2345200.500000 Penalty: 4912.848633
	Iteration 25Q: 3 clusters Score -2345200 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2345465.500000 Penalty: 4912.848633
	Iteration 26Q: 3 clusters Score -2345466 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2345788.000000 Penalty: 4912.848633
	Iteration 27Q: 3 clusters Score -2345788 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2346116 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2346453.750000 Penalty: 4912.848633
	Iteration 29Q: 3 clusters Score -2346454 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2346807.000000 Penalty: 4912.848633
	Iteration 30Q: 3 clusters Score -2346807 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2347127 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2347388.250000 Penalty: 4912.848633
	Iteration 32Q: 3 clusters Score -2347388 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2347645.000000 Penalty: 4912.848633
	Iteration 33Q: 3 clusters Score -2347645 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2347890.250000 Penalty: 4912.848633
	Iteration 34Q: 3 clusters Score -2347890 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2348076.500000 Penalty: 4912.848633
	Iteration 35Q: 3 clusters Score -2348076 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2348232.750000 Penalty: 4912.848633
	Iteration 36Q: 3 clusters Score -2348233 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2348344.000000 Penalty: 4912.848633
	Iteration 37Q: 3 clusters Score -2348344 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2348431.500000 Penalty: 4912.848633
	Iteration 38Q: 3 clusters Score -2348432 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2348497.500000 Penalty: 4912.848633
	Iteration 39Q: 3 clusters Score -2348498 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2348560.750000 Penalty: 4912.848633
	Iteration 40F: 3 clusters Score -2348561 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2348600.250000 Penalty: 4912.848633
	Iteration 41Q: 3 clusters Score -2348600 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2348629.500000 Penalty: 4912.848633
	Iteration 42Q: 3 clusters Score -2348630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2348655.500000 Penalty: 4912.848633
	Iteration 43Q: 3 clusters Score -2348656 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2348671.500000 Penalty: 4912.848633
	Iteration 44Q: 3 clusters Score -2348672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2348693.500000 Penalty: 4912.848633
	Iteration 45Q: 3 clusters Score -2348694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2348716.500000 Penalty: 4912.848633
	Iteration 46Q: 3 clusters Score -2348716 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2348727.750000 Penalty: 4912.848633
	Iteration 47Q: 3 clusters Score -2348728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2348748.000000 Penalty: 4912.848633
	Iteration 48Q: 3 clusters Score -2348748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2348750.750000 Penalty: 4912.848633
	Iteration 49Q: 3 clusters Score -2348751 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2348757.250000 Penalty: 4912.848633
	Iteration 50Q: 3 clusters Score -2348757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2348762.750000 Penalty: 4912.848633
	Iteration 51Q: 3 clusters Score -2348763 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2348770.000000 Penalty: 4912.848633
	Iteration 52Q: 3 clusters Score -2348770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2348780.500000 Penalty: 4912.848633
	Iteration 53Q: 3 clusters Score -2348780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2348797.000000 Penalty: 4912.848633
	Iteration 54Q: 3 clusters Score -2348797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2348808.250000 Penalty: 4912.848633
	Iteration 55Q: 3 clusters Score -2348808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2348810.750000 Penalty: 4912.848633
	Iteration 56Q: 3 clusters Score -2348811 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2348812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2348810.000000 Penalty: 4912.848633
	Iteration 58Q: 3 clusters Score -2348810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2348827.750000 Penalty: 4912.848633
	Iteration 59Q: 3 clusters Score -2348828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2348840.250000 Penalty: 4912.848633
	Iteration 60F: 3 clusters Score -2348840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2348841.250000 Penalty: 4912.848633
	Iteration 61Q: 3 clusters Score -2348841 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2348857.500000 Penalty: 4912.848633
	Iteration 62Q: 3 clusters Score -2348858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2348860.750000 Penalty: 4912.848633
	Iteration 63Q: 3 clusters Score -2348861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2348860.500000 Penalty: 4912.848633
	Iteration 64Q: 3 clusters Score -2348860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2348870.500000 Penalty: 4912.848633
	Iteration 65Q: 3 clusters Score -2348870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2348867.250000 Penalty: 4912.848633
	Iteration 66Q: 3 clusters Score -2348867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2348873.750000 Penalty: 4912.848633
	Iteration 67Q: 3 clusters Score -2348874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2348880.000000 Penalty: 4912.848633
	Iteration 68Q: 3 clusters Score -2348880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2348878.250000 Penalty: 4912.848633
	Iteration 69Q: 3 clusters Score -2348878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2348885.000000 Penalty: 4912.848633
	Iteration 70Q: 3 clusters Score -2348885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2348890.500000 Penalty: 4912.848633
	Iteration 71Q: 3 clusters Score -2348890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2348890.250000 Penalty: 4912.848633
	Iteration 72Q: 3 clusters Score -2348890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2348894.000000 Penalty: 4912.848633
	Iteration 73Q: 3 clusters Score -2348894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2348891.500000 Penalty: 4912.848633
	Iteration 74Q: 3 clusters Score -2348892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2348892.000000 Penalty: 4912.848633
	Iteration 75Q: 3 clusters Score -2348892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2348891.750000 Penalty: 4912.848633
	Iteration 76Q: 3 clusters Score -2348892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2348892.500000 Penalty: 4912.848633
	Iteration 77Q: 3 clusters Score -2348892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2348896.500000 Penalty: 4912.848633
	Iteration 78Q: 3 clusters Score -2348896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2348898.000000 Penalty: 4912.848633
	Iteration 79Q: 3 clusters Score -2348898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2348894.250000 Penalty: 4912.848633
	Iteration 80F: 3 clusters Score -2348894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2348894.750000 Penalty: 4912.848633
	Iteration 81Q: 3 clusters Score -2348895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2348898.500000 Penalty: 4912.848633
	Iteration 82Q: 3 clusters Score -2348898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2348895.750000 Penalty: 4912.848633
	Iteration 83Q: 3 clusters Score -2348896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2348900.000000 Penalty: 4912.848633
	Iteration 84Q: 3 clusters Score -2348900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2348899.500000 Penalty: 4912.848633
	Iteration 85Q: 3 clusters Score -2348900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2348903.000000 Penalty: 4912.848633
	Iteration 86Q: 3 clusters Score -2348903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2348902.250000 Penalty: 4912.848633
	Iteration 87Q: 3 clusters Score -2348902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2348901.500000 Penalty: 4912.848633
	Iteration 88Q: 3 clusters Score -2348902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2348905.250000 Penalty: 4912.848633
	Iteration 89Q: 3 clusters Score -2348905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2348904.000000 Penalty: 4912.848633
	Iteration 90Q: 3 clusters Score -2348904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2348903.000000 Penalty: 4912.848633
	Iteration 91Q: 3 clusters Score -2348903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2348905.750000 Penalty: 4912.848633
	Iteration 92Q: 3 clusters Score -2348906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2348903.500000 Penalty: 4912.848633
	Iteration 93Q: 3 clusters Score -2348904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2348905.500000 Penalty: 4912.848633
	Iteration 94Q: 3 clusters Score -2348906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2348905.000000 Penalty: 4912.848633
	Iteration 95Q: 3 clusters Score -2348905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2348909.250000 Penalty: 4912.848633
	Iteration 96Q: 3 clusters Score -2348909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2348908.000000 Penalty: 4912.848633
	Iteration 97Q: 3 clusters Score -2348908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2348904.500000 Penalty: 4912.848633
	Iteration 98Q: 3 clusters Score -2348904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2348907.500000 Penalty: 4912.848633
	Iteration 99Q: 3 clusters Score -2348908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2348904.500000 Penalty: 4912.848633
	Iteration 100F: 3 clusters Score -2348904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2348909.750000 Penalty: 4912.848633
	Iteration 101Q: 3 clusters Score -2348910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2348905.250000 Penalty: 4912.848633
	Iteration 102Q: 3 clusters Score -2348905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2348906.000000 Penalty: 4912.848633
	Iteration 103Q: 3 clusters Score -2348906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2348911.750000 Penalty: 4912.848633
	Iteration 104Q: 3 clusters Score -2348912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2348912.250000 Penalty: 4912.848633
	Iteration 105Q: 3 clusters Score -2348912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2348916.000000 Penalty: 4912.848633
	Iteration 106Q: 3 clusters Score -2348916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2348912.500000 Penalty: 4912.848633
	Iteration 107Q: 3 clusters Score -2348912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2348914.250000 Penalty: 4912.848633
	Iteration 108Q: 3 clusters Score -2348914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2348918.750000 Penalty: 4912.848633
	Iteration 109Q: 3 clusters Score -2348919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2348919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2348919.000000 Penalty: 4912.848633
	Iteration 111F: 3 clusters Score -2348919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7117 members 
Entering Unmasked Estep 
Score: -838093.000000 Penalty: 2199.819824
	Iteration 0F: 2 clusters Score -838093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -832225.125000 Penalty: 4399.639648
	Iteration 0F: 3 clusters Score -832225.1 nChanged 2887
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -833778.750000 Penalty: 4399.639648
	Iteration 1F: 3 clusters Score -833778.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -834042.500000 Penalty: 4399.639648
	Iteration 2F: 3 clusters Score -834042.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -834223.625000 Penalty: 4399.639648
	Iteration 3F: 3 clusters Score -834223.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -834346.312500 Penalty: 4399.639648
	Iteration 4Q: 3 clusters Score -834346.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -834447.125000 Penalty: 4399.639648
	Iteration 5Q: 3 clusters Score -834447.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -834525.187500 Penalty: 4399.639648
	Iteration 6Q: 3 clusters Score -834525.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -834587.250000 Penalty: 4399.639648
	Iteration 7Q: 3 clusters Score -834587.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -834634.625000 Penalty: 4399.639648
	Iteration 8Q: 3 clusters Score -834634.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -834678.062500 Penalty: 4399.639648
	Iteration 9Q: 3 clusters Score -834678.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -834709.312500 Penalty: 4399.639648
	Iteration 10Q: 3 clusters Score -834709.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -834733.437500 Penalty: 4399.639648
	Iteration 11Q: 3 clusters Score -834733.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -834755.875000 Penalty: 4399.639648
	Iteration 12Q: 3 clusters Score -834755.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -834783.375000 Penalty: 4399.639648
	Iteration 13Q: 3 clusters Score -834783.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -834812.812500 Penalty: 4399.639648
	Iteration 14Q: 3 clusters Score -834812.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -834836.812500 Penalty: 4399.639648
	Iteration 15Q: 3 clusters Score -834836.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -834860.312500 Penalty: 4399.639648
	Iteration 16Q: 3 clusters Score -834860.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -834888.562500 Penalty: 4399.639648
	Iteration 17Q: 3 clusters Score -834888.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -834912.437500 Penalty: 4399.639648
	Iteration 18Q: 3 clusters Score -834912.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -834933.875000 Penalty: 4399.639648
	Iteration 19Q: 3 clusters Score -834933.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -834950.062500 Penalty: 4399.639648
	Iteration 20F: 3 clusters Score -834950.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -834979.187500 Penalty: 4399.639648
	Iteration 21Q: 3 clusters Score -834979.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -835006.687500 Penalty: 4399.639648
	Iteration 22Q: 3 clusters Score -835006.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -835038.812500 Penalty: 4399.639648
	Iteration 23Q: 3 clusters Score -835038.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -835068.250000 Penalty: 4399.639648
	Iteration 24Q: 3 clusters Score -835068.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -835091.125000 Penalty: 4399.639648
	Iteration 25Q: 3 clusters Score -835091.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -835111.000000 Penalty: 4399.639648
	Iteration 26Q: 3 clusters Score -835111 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -835131.250000 Penalty: 4399.639648
	Iteration 27Q: 3 clusters Score -835131.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -835145.312500 Penalty: 4399.639648
	Iteration 28Q: 3 clusters Score -835145.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -835157.437500 Penalty: 4399.639648
	Iteration 29Q: 3 clusters Score -835157.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -835173.187500 Penalty: 4399.639648
	Iteration 30Q: 3 clusters Score -835173.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -835189.187500 Penalty: 4399.639648
	Iteration 31Q: 3 clusters Score -835189.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -835205.000000 Penalty: 4399.639648
	Iteration 32Q: 3 clusters Score -835205 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -835225.625000 Penalty: 4399.639648
	Iteration 33Q: 3 clusters Score -835225.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -835243.062500 Penalty: 4399.639648
	Iteration 34Q: 3 clusters Score -835243.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -835263.437500 Penalty: 4399.639648
	Iteration 35Q: 3 clusters Score -835263.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -835291.812500 Penalty: 4399.639648
	Iteration 36Q: 3 clusters Score -835291.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -835316.125000 Penalty: 4399.639648
	Iteration 37Q: 3 clusters Score -835316.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -835337.875000 Penalty: 4399.639648
	Iteration 38Q: 3 clusters Score -835337.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -835356.500000 Penalty: 4399.639648
	Iteration 39Q: 3 clusters Score -835356.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -835378.812500 Penalty: 4399.639648
	Iteration 40F: 3 clusters Score -835378.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -835408.687500 Penalty: 4399.639648
	Iteration 41Q: 3 clusters Score -835408.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -835426.375000 Penalty: 4399.639648
	Iteration 42Q: 3 clusters Score -835426.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -835451.062500 Penalty: 4399.639648
	Iteration 43Q: 3 clusters Score -835451.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -835475.000000 Penalty: 4399.639648
	Iteration 44Q: 3 clusters Score -835475 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -835498.687500 Penalty: 4399.639648
	Iteration 45Q: 3 clusters Score -835498.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -835526.500000 Penalty: 4399.639648
	Iteration 46Q: 3 clusters Score -835526.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -835553.937500 Penalty: 4399.639648
	Iteration 47Q: 3 clusters Score -835553.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -835588.687500 Penalty: 4399.639648
	Iteration 48Q: 3 clusters Score -835588.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -835625.312500 Penalty: 4399.639648
	Iteration 49Q: 3 clusters Score -835625.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -835649.437500 Penalty: 4399.639648
	Iteration 50Q: 3 clusters Score -835649.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -835675.562500 Penalty: 4399.639648
	Iteration 51Q: 3 clusters Score -835675.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -835699.875000 Penalty: 4399.639648
	Iteration 52Q: 3 clusters Score -835699.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -835728.812500 Penalty: 4399.639648
	Iteration 53Q: 3 clusters Score -835728.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -835754.875000 Penalty: 4399.639648
	Iteration 54Q: 3 clusters Score -835754.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -835784.250000 Penalty: 4399.639648
	Iteration 55Q: 3 clusters Score -835784.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -835812.062500 Penalty: 4399.639648
	Iteration 56Q: 3 clusters Score -835812.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -835842.750000 Penalty: 4399.639648
	Iteration 57Q: 3 clusters Score -835842.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -835874.562500 Penalty: 4399.639648
	Iteration 58Q: 3 clusters Score -835874.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -835904.125000 Penalty: 4399.639648
	Iteration 59Q: 3 clusters Score -835904.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -835933.562500 Penalty: 4399.639648
	Iteration 60F: 3 clusters Score -835933.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -835960.750000 Penalty: 4399.639648
	Iteration 61Q: 3 clusters Score -835960.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -835992.312500 Penalty: 4399.639648
	Iteration 62Q: 3 clusters Score -835992.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -836024.000000 Penalty: 4399.639648
	Iteration 63Q: 3 clusters Score -836024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -836057.562500 Penalty: 4399.639648
	Iteration 64Q: 3 clusters Score -836057.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -836087.375000 Penalty: 4399.639648
	Iteration 65Q: 3 clusters Score -836087.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -836119.125000 Penalty: 4399.639648
	Iteration 66Q: 3 clusters Score -836119.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -836147.062500 Penalty: 4399.639648
	Iteration 67Q: 3 clusters Score -836147.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -836172.375000 Penalty: 4399.639648
	Iteration 68Q: 3 clusters Score -836172.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -836191.312500 Penalty: 4399.639648
	Iteration 69Q: 3 clusters Score -836191.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -836205.312500 Penalty: 4399.639648
	Iteration 70Q: 3 clusters Score -836205.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -836216.062500 Penalty: 4399.639648
	Iteration 71Q: 3 clusters Score -836216.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -836224.812500 Penalty: 4399.639648
	Iteration 72Q: 3 clusters Score -836224.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -836239.937500 Penalty: 4399.639648
	Iteration 73Q: 3 clusters Score -836239.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -836252.250000 Penalty: 4399.639648
	Iteration 74Q: 3 clusters Score -836252.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -836263.625000 Penalty: 4399.639648
	Iteration 75Q: 3 clusters Score -836263.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -836270.562500 Penalty: 4399.639648
	Iteration 76Q: 3 clusters Score -836270.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -836282.875000 Penalty: 4399.639648
	Iteration 77Q: 3 clusters Score -836282.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -836291.750000 Penalty: 4399.639648
	Iteration 78Q: 3 clusters Score -836291.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -836295.437500 Penalty: 4399.639648
	Iteration 79Q: 3 clusters Score -836295.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -836298.312500 Penalty: 4399.639648
	Iteration 80F: 3 clusters Score -836298.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -836298.250000 Penalty: 4399.639648
	Iteration 81Q: 3 clusters Score -836298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -836299.625000 Penalty: 4399.639648
	Iteration 82Q: 3 clusters Score -836299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -836299.562500 Penalty: 4399.639648
	Iteration 83Q: 3 clusters Score -836299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -836300.812500 Penalty: 4399.639648
	Iteration 84Q: 3 clusters Score -836300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -836301.000000 Penalty: 4399.639648
	Iteration 85Q: 3 clusters Score -836301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -836300.000000 Penalty: 4399.639648
	Iteration 86Q: 3 clusters Score -836300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -836302.500000 Penalty: 4399.639648
	Iteration 87Q: 3 clusters Score -836302.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -836304.000000 Penalty: 4399.639648
	Iteration 88Q: 3 clusters Score -836304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -836307.500000 Penalty: 4399.639648
	Iteration 89Q: 3 clusters Score -836307.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -836310.187500 Penalty: 4399.639648
	Iteration 90Q: 3 clusters Score -836310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -836310.750000 Penalty: 4399.639648
	Iteration 91Q: 3 clusters Score -836310.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -836310.500000 Penalty: 4399.639648
	Iteration 92Q: 3 clusters Score -836310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -836311.312500 Penalty: 4399.639648
	Iteration 93Q: 3 clusters Score -836311.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -836313.000000 Penalty: 4399.639648
	Iteration 94Q: 3 clusters Score -836313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -836315.062500 Penalty: 4399.639648
	Iteration 95Q: 3 clusters Score -836315.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -836314.875000 Penalty: 4399.639648
	Iteration 96Q: 3 clusters Score -836314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -836313.812500 Penalty: 4399.639648
	Iteration 97Q: 3 clusters Score -836313.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -836315.250000 Penalty: 4399.639648
	Iteration 98Q: 3 clusters Score -836315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -836316.062500 Penalty: 4399.639648
	Iteration 99Q: 3 clusters Score -836316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -836317.250000 Penalty: 4399.639648
	Iteration 100F: 3 clusters Score -836317.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -836320.375000 Penalty: 4399.639648
	Iteration 101Q: 3 clusters Score -836320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -836320.312500 Penalty: 4399.639648
	Iteration 102Q: 3 clusters Score -836320.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -836321.375000 Penalty: 4399.639648
	Iteration 103Q: 3 clusters Score -836321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -836323.750000 Penalty: 4399.639648
	Iteration 104Q: 3 clusters Score -836323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -836323.750000 Penalty: 4399.639648
	Iteration 105Q: 3 clusters Score -836323.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -836323.812500 Penalty: 4399.639648
	Iteration 106Q: 3 clusters Score -836323.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -836323.875000 Penalty: 4399.639648
	Iteration 107Q: 3 clusters Score -836323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -836324.000000 Penalty: 4399.639648
	Iteration 108Q: 3 clusters Score -836324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -836324.000000 Penalty: 4399.639648
	Iteration 109F: 3 clusters Score -836324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Entering Unmasked Estep 
Score: -3826704.500000 Penalty: 2573.924561
	Iteration 0F: 2 clusters Score -3826704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3804923.500000 Penalty: 5147.849121
	Iteration 0F: 3 clusters Score -3804924 nChanged 14455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3812807.500000 Penalty: 5147.849121
	Iteration 1F: 3 clusters Score -3812808 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3813280.250000 Penalty: 5147.849121
	Iteration 2Q: 3 clusters Score -3813280 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3813670.250000 Penalty: 5147.849121
	Iteration 3Q: 3 clusters Score -3813670 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3814048.000000 Penalty: 5147.849121
	Iteration 4Q: 3 clusters Score -3814048 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3814463.750000 Penalty: 5147.849121
	Iteration 5Q: 3 clusters Score -3814464 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3814966.250000 Penalty: 5147.849121
	Iteration 6Q: 3 clusters Score -3814966 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3815568.500000 Penalty: 5147.849121
	Iteration 7Q: 3 clusters Score -3815568 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3816391.250000 Penalty: 5147.849121
	Iteration 8Q: 3 clusters Score -3816391 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3817333.750000 Penalty: 5147.849121
	Iteration 9F: 3 clusters Score -3817334 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3818481.750000 Penalty: 5147.849121
	Iteration 10F: 3 clusters Score -3818482 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3819669.500000 Penalty: 5147.849121
	Iteration 11F: 3 clusters Score -3819670 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3820813.750000 Penalty: 5147.849121
	Iteration 12Q: 3 clusters Score -3820814 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3821677.500000 Penalty: 5147.849121
	Iteration 13Q: 3 clusters Score -3821678 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3822329.500000 Penalty: 5147.849121
	Iteration 14Q: 3 clusters Score -3822330 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3822820.500000 Penalty: 5147.849121
	Iteration 15Q: 3 clusters Score -3822820 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3823217.000000 Penalty: 5147.849121
	Iteration 16Q: 3 clusters Score -3823217 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3823503.500000 Penalty: 5147.849121
	Iteration 17Q: 3 clusters Score -3823504 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3823730.250000 Penalty: 5147.849121
	Iteration 18Q: 3 clusters Score -3823730 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3823897.000000 Penalty: 5147.849121
	Iteration 19Q: 3 clusters Score -3823897 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3824003.750000 Penalty: 5147.849121
	Iteration 20F: 3 clusters Score -3824004 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3824106.750000 Penalty: 5147.849121
	Iteration 21Q: 3 clusters Score -3824107 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3824187.250000 Penalty: 5147.849121
	Iteration 22Q: 3 clusters Score -3824187 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3824246.500000 Penalty: 5147.849121
	Iteration 23Q: 3 clusters Score -3824246 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3824307.250000 Penalty: 5147.849121
	Iteration 24Q: 3 clusters Score -3824307 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3824352.000000 Penalty: 5147.849121
	Iteration 25Q: 3 clusters Score -3824352 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3824391.250000 Penalty: 5147.849121
	Iteration 26Q: 3 clusters Score -3824391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3824414.250000 Penalty: 5147.849121
	Iteration 27Q: 3 clusters Score -3824414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3824429.250000 Penalty: 5147.849121
	Iteration 28Q: 3 clusters Score -3824429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3824447.500000 Penalty: 5147.849121
	Iteration 29Q: 3 clusters Score -3824448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3824479.500000 Penalty: 5147.849121
	Iteration 30Q: 3 clusters Score -3824480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3824497.250000 Penalty: 5147.849121
	Iteration 31Q: 3 clusters Score -3824497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3824510.250000 Penalty: 5147.849121
	Iteration 32Q: 3 clusters Score -3824510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3824513.250000 Penalty: 5147.849121
	Iteration 33Q: 3 clusters Score -3824513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3824526.000000 Penalty: 5147.849121
	Iteration 34Q: 3 clusters Score -3824526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3824529.750000 Penalty: 5147.849121
	Iteration 35Q: 3 clusters Score -3824530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3824533.750000 Penalty: 5147.849121
	Iteration 36Q: 3 clusters Score -3824534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3824542.500000 Penalty: 5147.849121
	Iteration 37Q: 3 clusters Score -3824542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3824554.000000 Penalty: 5147.849121
	Iteration 38Q: 3 clusters Score -3824554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3824558.500000 Penalty: 5147.849121
	Iteration 39Q: 3 clusters Score -3824558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3824559.500000 Penalty: 5147.849121
	Iteration 40F: 3 clusters Score -3824560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3824559.500000 Penalty: 5147.849121
	Iteration 41Q: 3 clusters Score -3824560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3824561.250000 Penalty: 5147.849121
	Iteration 42Q: 3 clusters Score -3824561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3824562.250000 Penalty: 5147.849121
	Iteration 43Q: 3 clusters Score -3824562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3824564.750000 Penalty: 5147.849121
	Iteration 44Q: 3 clusters Score -3824565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3824572.250000 Penalty: 5147.849121
	Iteration 45Q: 3 clusters Score -3824572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3824568.250000 Penalty: 5147.849121
	Iteration 46Q: 3 clusters Score -3824568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3824568.250000 Penalty: 5147.849121
	Iteration 47Q: 3 clusters Score -3824568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3824567.000000 Penalty: 5147.849121
	Iteration 48Q: 3 clusters Score -3824567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3824574.000000 Penalty: 5147.849121
	Iteration 49Q: 3 clusters Score -3824574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3824575.500000 Penalty: 5147.849121
	Iteration 50Q: 3 clusters Score -3824576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3824579.500000 Penalty: 5147.849121
	Iteration 51Q: 3 clusters Score -3824580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3824577.000000 Penalty: 5147.849121
	Iteration 52Q: 3 clusters Score -3824577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3824577.000000 Penalty: 5147.849121
	Iteration 53F: 3 clusters Score -3824577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Entering Unmasked Estep 
Score: -1619906.250000 Penalty: 2366.793457
	Iteration 0F: 2 clusters Score -1619906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1609631.750000 Penalty: 4733.586914
	Iteration 0F: 3 clusters Score -1609632 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1612891.125000 Penalty: 4733.586914
	Iteration 1F: 3 clusters Score -1612891 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1613306.875000 Penalty: 4733.586914
	Iteration 2F: 3 clusters Score -1613307 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1613713.375000 Penalty: 4733.586914
	Iteration 3F: 3 clusters Score -1613713 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1614149.875000 Penalty: 4733.586914
	Iteration 4F: 3 clusters Score -1614150 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1614739.500000 Penalty: 4733.586914
	Iteration 5F: 3 clusters Score -1614740 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1615635.125000 Penalty: 4733.586914
	Iteration 6F: 3 clusters Score -1615635 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1616792.750000 Penalty: 4733.586914
	Iteration 7F: 3 clusters Score -1616793 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1617956.625000 Penalty: 4733.586914
	Iteration 8F: 3 clusters Score -1617957 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1618852.375000 Penalty: 4733.586914
	Iteration 9F: 3 clusters Score -1618852 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1619528.125000 Penalty: 4733.586914
	Iteration 10F: 3 clusters Score -1619528 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1620040.250000 Penalty: 4733.586914
	Iteration 11Q: 3 clusters Score -1620040 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1620448.375000 Penalty: 4733.586914
	Iteration 12Q: 3 clusters Score -1620448 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1620727.500000 Penalty: 4733.586914
	Iteration 13Q: 3 clusters Score -1620728 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1620922.500000 Penalty: 4733.586914
	Iteration 14Q: 3 clusters Score -1620922 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1621036.125000 Penalty: 4733.586914
	Iteration 15Q: 3 clusters Score -1621036 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1621106.625000 Penalty: 4733.586914
	Iteration 16Q: 3 clusters Score -1621107 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1621146.375000 Penalty: 4733.586914
	Iteration 17Q: 3 clusters Score -1621146 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1621162.375000 Penalty: 4733.586914
	Iteration 18Q: 3 clusters Score -1621162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1621169.000000 Penalty: 4733.586914
	Iteration 19Q: 3 clusters Score -1621169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1621180.250000 Penalty: 4733.586914
	Iteration 20F: 3 clusters Score -1621180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1621181.125000 Penalty: 4733.586914
	Iteration 21Q: 3 clusters Score -1621181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1621186.625000 Penalty: 4733.586914
	Iteration 22Q: 3 clusters Score -1621187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1621188.250000 Penalty: 4733.586914
	Iteration 23Q: 3 clusters Score -1621188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1621194.375000 Penalty: 4733.586914
	Iteration 24Q: 3 clusters Score -1621194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1621191.375000 Penalty: 4733.586914
	Iteration 25Q: 3 clusters Score -1621191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1621193.625000 Penalty: 4733.586914
	Iteration 26Q: 3 clusters Score -1621194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1621196.750000 Penalty: 4733.586914
	Iteration 27Q: 3 clusters Score -1621197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1621202.000000 Penalty: 4733.586914
	Iteration 28Q: 3 clusters Score -1621202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1621201.375000 Penalty: 4733.586914
	Iteration 29Q: 3 clusters Score -1621201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1621201.625000 Penalty: 4733.586914
	Iteration 30Q: 3 clusters Score -1621202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1621203.625000 Penalty: 4733.586914
	Iteration 31Q: 3 clusters Score -1621204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1621206.250000 Penalty: 4733.586914
	Iteration 32Q: 3 clusters Score -1621206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1621207.000000 Penalty: 4733.586914
	Iteration 33Q: 3 clusters Score -1621207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1621205.625000 Penalty: 4733.586914
	Iteration 34Q: 3 clusters Score -1621206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1621206.500000 Penalty: 4733.586914
	Iteration 35Q: 3 clusters Score -1621206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1621205.250000 Penalty: 4733.586914
	Iteration 36Q: 3 clusters Score -1621205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1621205.250000 Penalty: 4733.586914
	Iteration 37F: 3 clusters Score -1621205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216579 members 
Mstep: Class 2 contains 23970 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7117 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 4548 members 
Mstep: Class 8 contains 143852 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173793 members 
Mstep: Class 11 contains 156158 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 39998 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44153 members 
Mstep: Class 18 contains 38062 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 15767 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41351 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138006 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8860 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 4452 members 
Mstep: Class 31 contains 9406 members 
Entering Unmasked Estep 
Score: -156079296.000000 Penalty: 108497.656250
Splitting cluster 7 changes total score from -156079712.000000 to -156079296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (143852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143852 members 
Entering Unmasked Estep 
Score: -17165972.000000 Penalty: 2945.382080
	Iteration 0F: 2 clusters Score -1.716597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 71896 members 
Entering Unmasked Estep 
Score: -17069672.000000 Penalty: 5890.764160
	Iteration 0F: 3 clusters Score -1.706967e+07 nChanged 68700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 70876 members 
Entering Unmasked Estep 
Score: -17109216.000000 Penalty: 5890.764160
	Iteration 1F: 3 clusters Score -1.710922e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
Score: -17109978.000000 Penalty: 5890.764160
	Iteration 2Q: 3 clusters Score -1.710998e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -17110924.000000 Penalty: 5890.764160
	Iteration 3Q: 3 clusters Score -1.711092e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77933 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
Score: -17112010.000000 Penalty: 5890.764160
	Iteration 4Q: 3 clusters Score -1.711201e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -17113516.000000 Penalty: 5890.764160
	Iteration 5Q: 3 clusters Score -1.711352e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86502 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -17115924.000000 Penalty: 5890.764160
	Iteration 6Q: 3 clusters Score -1.711592e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -17119772.000000 Penalty: 5890.764160
	Iteration 7F: 3 clusters Score -1.711977e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103372 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -17126404.000000 Penalty: 5890.764160
	Iteration 8F: 3 clusters Score -1.71264e+07 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114960 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -17136080.000000 Penalty: 5890.764160
	Iteration 9F: 3 clusters Score -1.713608e+07 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126814 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -17147110.000000 Penalty: 5890.764160
	Iteration 10F: 3 clusters Score -1.714711e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135964 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -17156092.000000 Penalty: 5890.764160
	Iteration 11F: 3 clusters Score -1.715609e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140884 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -17160790.000000 Penalty: 5890.764160
	Iteration 12Q: 3 clusters Score -1.716079e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142760 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -17162496.000000 Penalty: 5890.764160
	Iteration 13Q: 3 clusters Score -1.71625e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143320 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -17163050.000000 Penalty: 5890.764160
	Iteration 14Q: 3 clusters Score -1.716305e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143492 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -17163242.000000 Penalty: 5890.764160
	Iteration 15Q: 3 clusters Score -1.716324e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143542 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -17163320.000000 Penalty: 5890.764160
	Iteration 16Q: 3 clusters Score -1.716332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143565 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17163348.000000 Penalty: 5890.764160
	Iteration 17Q: 3 clusters Score -1.716335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143574 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17163380.000000 Penalty: 5890.764160
	Iteration 18Q: 3 clusters Score -1.716338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143580 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17163378.000000 Penalty: 5890.764160
	Iteration 19Q: 3 clusters Score -1.716338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143582 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17163384.000000 Penalty: 5890.764160
	Iteration 20F: 3 clusters Score -1.716338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143589 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -17163406.000000 Penalty: 5890.764160
	Iteration 21Q: 3 clusters Score -1.716341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143594 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -17163416.000000 Penalty: 5890.764160
	Iteration 22Q: 3 clusters Score -1.716342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143598 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17163416.000000 Penalty: 5890.764160
	Iteration 23Q: 3 clusters Score -1.716342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143600 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -17163424.000000 Penalty: 5890.764160
	Iteration 24Q: 3 clusters Score -1.716342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143603 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -17163440.000000 Penalty: 5890.764160
	Iteration 25Q: 3 clusters Score -1.716344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143604 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -17163442.000000 Penalty: 5890.764160
	Iteration 26Q: 3 clusters Score -1.716344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143606 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -17163448.000000 Penalty: 5890.764160
	Iteration 27Q: 3 clusters Score -1.716345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143606 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -17163448.000000 Penalty: 5890.764160
	Iteration 28F: 3 clusters Score -1.716345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Entering Unmasked Estep 
Score: -657637.250000 Penalty: 2161.212646
	Iteration 0F: 2 clusters Score -657637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -652468.375000 Penalty: 4322.425293
	Iteration 0F: 3 clusters Score -652468.4 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -654091.687500 Penalty: 4322.425293
	Iteration 1F: 3 clusters Score -654091.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -654658.875000 Penalty: 4322.425293
	Iteration 2F: 3 clusters Score -654658.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -655122.062500 Penalty: 4322.425293
	Iteration 3F: 3 clusters Score -655122.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -655471.812500 Penalty: 4322.425293
	Iteration 4F: 3 clusters Score -655471.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -655724.125000 Penalty: 4322.425293
	Iteration 5F: 3 clusters Score -655724.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -655925.375000 Penalty: 4322.425293
	Iteration 6Q: 3 clusters Score -655925.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -656052.937500 Penalty: 4322.425293
	Iteration 7Q: 3 clusters Score -656052.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -656127.062500 Penalty: 4322.425293
	Iteration 8Q: 3 clusters Score -656127.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -656171.937500 Penalty: 4322.425293
	Iteration 9Q: 3 clusters Score -656171.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -656203.062500 Penalty: 4322.425293
	Iteration 10Q: 3 clusters Score -656203.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -656228.312500 Penalty: 4322.425293
	Iteration 11Q: 3 clusters Score -656228.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -656246.312500 Penalty: 4322.425293
	Iteration 12Q: 3 clusters Score -656246.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -656262.125000 Penalty: 4322.425293
	Iteration 13Q: 3 clusters Score -656262.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -656272.250000 Penalty: 4322.425293
	Iteration 14Q: 3 clusters Score -656272.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -656276.437500 Penalty: 4322.425293
	Iteration 15Q: 3 clusters Score -656276.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -656283.562500 Penalty: 4322.425293
	Iteration 16Q: 3 clusters Score -656283.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -656287.187500 Penalty: 4322.425293
	Iteration 17Q: 3 clusters Score -656287.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -656293.062500 Penalty: 4322.425293
	Iteration 18Q: 3 clusters Score -656293.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -656297.125000 Penalty: 4322.425293
	Iteration 19Q: 3 clusters Score -656297.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -656300.312500 Penalty: 4322.425293
	Iteration 20F: 3 clusters Score -656300.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -656302.687500 Penalty: 4322.425293
	Iteration 21Q: 3 clusters Score -656302.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -656304.812500 Penalty: 4322.425293
	Iteration 22Q: 3 clusters Score -656304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -656306.687500 Penalty: 4322.425293
	Iteration 23Q: 3 clusters Score -656306.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -656306.875000 Penalty: 4322.425293
	Iteration 24Q: 3 clusters Score -656306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -656305.750000 Penalty: 4322.425293
	Iteration 25Q: 3 clusters Score -656305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -656305.750000 Penalty: 4322.425293
	Iteration 26F: 3 clusters Score -656305.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173793 members 
Entering Unmasked Estep 
Score: -20793660.000000 Penalty: 2992.273926
	Iteration 0F: 2 clusters Score -2.079366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 86945 members 
Entering Unmasked Estep 
Score: -20683112.000000 Penalty: 5984.547852
	Iteration 0F: 3 clusters Score -2.068311e+07 nChanged 83465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85605 members 
Mstep: Class 2 contains 88188 members 
Entering Unmasked Estep 
Score: -20731098.000000 Penalty: 5984.547852
	Iteration 1F: 3 clusters Score -2.07311e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 89118 members 
Entering Unmasked Estep 
Score: -20731860.000000 Penalty: 5984.547852
	Iteration 2Q: 3 clusters Score -2.073186e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -20732390.000000 Penalty: 5984.547852
	Iteration 3Q: 3 clusters Score -2.073239e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 92801 members 
Entering Unmasked Estep 
Score: -20733538.000000 Penalty: 5984.547852
	Iteration 4Q: 3 clusters Score -2.073354e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 96215 members 
Entering Unmasked Estep 
Score: -20734980.000000 Penalty: 5984.547852
	Iteration 5Q: 3 clusters Score -2.073498e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 101360 members 
Entering Unmasked Estep 
Score: -20737474.000000 Penalty: 5984.547852
	Iteration 6Q: 3 clusters Score -2.073747e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 108740 members 
Entering Unmasked Estep 
Score: -20741660.000000 Penalty: 5984.547852
	Iteration 7F: 3 clusters Score -2.074166e+07 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 118846 members 
Entering Unmasked Estep 
Score: -20748078.000000 Penalty: 5984.547852
	Iteration 8F: 3 clusters Score -2.074808e+07 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 131417 members 
Entering Unmasked Estep 
Score: -20757638.000000 Penalty: 5984.547852
	Iteration 9F: 3 clusters Score -2.075764e+07 nChanged 14115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 145288 members 
Entering Unmasked Estep 
Score: -20769870.000000 Penalty: 5984.547852
	Iteration 10F: 3 clusters Score -2.076987e+07 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 157597 members 
Entering Unmasked Estep 
Score: -20779806.000000 Penalty: 5984.547852
	Iteration 11F: 3 clusters Score -2.077981e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 166206 members 
Entering Unmasked Estep 
Score: -20786140.000000 Penalty: 5984.547852
	Iteration 12Q: 3 clusters Score -2.078614e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 170648 members 
Entering Unmasked Estep 
Score: -20789088.000000 Penalty: 5984.547852
	Iteration 13Q: 3 clusters Score -2.078909e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 172493 members 
Entering Unmasked Estep 
Score: -20790262.000000 Penalty: 5984.547852
	Iteration 14Q: 3 clusters Score -2.079026e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 173155 members 
Entering Unmasked Estep 
Score: -20790688.000000 Penalty: 5984.547852
	Iteration 15Q: 3 clusters Score -2.079069e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 173375 members 
Entering Unmasked Estep 
Score: -20790872.000000 Penalty: 5984.547852
	Iteration 16Q: 3 clusters Score -2.079087e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 173451 members 
Entering Unmasked Estep 
Score: -20790950.000000 Penalty: 5984.547852
	Iteration 17Q: 3 clusters Score -2.079095e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 173494 members 
Entering Unmasked Estep 
Score: -20791030.000000 Penalty: 5984.547852
	Iteration 18Q: 3 clusters Score -2.079103e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 173509 members 
Entering Unmasked Estep 
Score: -20791066.000000 Penalty: 5984.547852
	Iteration 19Q: 3 clusters Score -2.079107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 173519 members 
Entering Unmasked Estep 
Score: -20791102.000000 Penalty: 5984.547852
	Iteration 20F: 3 clusters Score -2.07911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 173525 members 
Entering Unmasked Estep 
Score: -20791092.000000 Penalty: 5984.547852
	Iteration 21Q: 3 clusters Score -2.079109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 173526 members 
Entering Unmasked Estep 
Score: -20791096.000000 Penalty: 5984.547852
	Iteration 22Q: 3 clusters Score -2.07911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 173528 members 
Entering Unmasked Estep 
Score: -20791098.000000 Penalty: 5984.547852
	Iteration 23Q: 3 clusters Score -2.07911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 173526 members 
Entering Unmasked Estep 
Score: -20791104.000000 Penalty: 5984.547852
	Iteration 24Q: 3 clusters Score -2.07911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 173525 members 
Entering Unmasked Estep 
Score: -20791106.000000 Penalty: 5984.547852
	Iteration 25Q: 3 clusters Score -2.079111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 173525 members 
Entering Unmasked Estep 
Score: -20791106.000000 Penalty: 5984.547852
	Iteration 26F: 3 clusters Score -2.079111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (156158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156158 members 
Entering Unmasked Estep 
Score: -18694922.000000 Penalty: 2965.738770
	Iteration 0F: 2 clusters Score -1.869492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77599 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -18591780.000000 Penalty: 5931.477539
	Iteration 0F: 3 clusters Score -1.859178e+07 nChanged 74519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71780 members 
Mstep: Class 2 contains 84378 members 
Entering Unmasked Estep 
Score: -18634504.000000 Penalty: 5931.477539
	Iteration 1F: 3 clusters Score -1.86345e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 88457 members 
Entering Unmasked Estep 
Score: -18636382.000000 Penalty: 5931.477539
	Iteration 2Q: 3 clusters Score -1.863638e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 94929 members 
Entering Unmasked Estep 
Score: -18639536.000000 Penalty: 5931.477539
	Iteration 3Q: 3 clusters Score -1.863954e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 104609 members 
Entering Unmasked Estep 
Score: -18645776.000000 Penalty: 5931.477539
	Iteration 4F: 3 clusters Score -1.864578e+07 nChanged 13380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 117867 members 
Entering Unmasked Estep 
Score: -18656552.000000 Penalty: 5931.477539
	Iteration 5F: 3 clusters Score -1.865655e+07 nChanged 15231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 133070 members 
Entering Unmasked Estep 
Score: -18671246.000000 Penalty: 5931.477539
	Iteration 6F: 3 clusters Score -1.867125e+07 nChanged 12534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 145594 members 
Entering Unmasked Estep 
Score: -18683770.000000 Penalty: 5931.477539
	Iteration 7F: 3 clusters Score -1.868377e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 152369 members 
Entering Unmasked Estep 
Score: -18689530.000000 Penalty: 5931.477539
	Iteration 8Q: 3 clusters Score -1.868953e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 154912 members 
Entering Unmasked Estep 
Score: -18691462.000000 Penalty: 5931.477539
	Iteration 9Q: 3 clusters Score -1.869146e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 155598 members 
Entering Unmasked Estep 
Score: -18692044.000000 Penalty: 5931.477539
	Iteration 10Q: 3 clusters Score -1.869204e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 155793 members 
Entering Unmasked Estep 
Score: -18692178.000000 Penalty: 5931.477539
	Iteration 11Q: 3 clusters Score -1.869218e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 155850 members 
Entering Unmasked Estep 
Score: -18692260.000000 Penalty: 5931.477539
	Iteration 12Q: 3 clusters Score -1.869226e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 155876 members 
Entering Unmasked Estep 
Score: -18692274.000000 Penalty: 5931.477539
	Iteration 13Q: 3 clusters Score -1.869227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 155884 members 
Entering Unmasked Estep 
Score: -18692310.000000 Penalty: 5931.477539
	Iteration 14Q: 3 clusters Score -1.869231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 155886 members 
Entering Unmasked Estep 
Score: -18692320.000000 Penalty: 5931.477539
	Iteration 15Q: 3 clusters Score -1.869232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 155887 members 
Entering Unmasked Estep 
Score: -18692326.000000 Penalty: 5931.477539
	Iteration 16Q: 3 clusters Score -1.869233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 155890 members 
Entering Unmasked Estep 
Score: -18692332.000000 Penalty: 5931.477539
	Iteration 17Q: 3 clusters Score -1.869233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 155890 members 
Entering Unmasked Estep 
Score: -18692328.000000 Penalty: 5931.477539
	Iteration 18Q: 3 clusters Score -1.869233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 155893 members 
Entering Unmasked Estep 
Score: -18692338.000000 Penalty: 5931.477539
	Iteration 19Q: 3 clusters Score -1.869234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 155894 members 
Entering Unmasked Estep 
Score: -18692338.000000 Penalty: 5931.477539
	Iteration 20F: 3 clusters Score -1.869234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 155897 members 
Entering Unmasked Estep 
Score: -18692340.000000 Penalty: 5931.477539
	Iteration 21Q: 3 clusters Score -1.869234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 155899 members 
Entering Unmasked Estep 
Score: -18692354.000000 Penalty: 5931.477539
	Iteration 22Q: 3 clusters Score -1.869235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 155900 members 
Entering Unmasked Estep 
Score: -18692360.000000 Penalty: 5931.477539
	Iteration 23Q: 3 clusters Score -1.869236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 155901 members 
Entering Unmasked Estep 
Score: -18692366.000000 Penalty: 5931.477539
	Iteration 24Q: 3 clusters Score -1.869237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 155902 members 
Entering Unmasked Estep 
Score: -18692358.000000 Penalty: 5931.477539
	Iteration 25Q: 3 clusters Score -1.869236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 155902 members 
Entering Unmasked Estep 
Score: -18692370.000000 Penalty: 5931.477539
	Iteration 26Q: 3 clusters Score -1.869237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 155901 members 
Entering Unmasked Estep 
Score: -18692362.000000 Penalty: 5931.477539
	Iteration 27Q: 3 clusters Score -1.869236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 155901 members 
Entering Unmasked Estep 
Score: -18692362.000000 Penalty: 5931.477539
	Iteration 28F: 3 clusters Score -1.869236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Entering Unmasked Estep 
Score: -403739.093750 Penalty: 2022.387451
	Iteration 0F: 2 clusters Score -403739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -400202.312500 Penalty: 4044.774902
	Iteration 0F: 3 clusters Score -400202.3 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -400998.468750 Penalty: 4044.774902
	Iteration 1F: 3 clusters Score -400998.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -401172.093750 Penalty: 4044.774902
	Iteration 2F: 3 clusters Score -401172.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -401247.468750 Penalty: 4044.774902
	Iteration 3Q: 3 clusters Score -401247.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -401300.218750 Penalty: 4044.774902
	Iteration 4Q: 3 clusters Score -401300.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -401332.000000 Penalty: 4044.774902
	Iteration 5Q: 3 clusters Score -401332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -401357.718750 Penalty: 4044.774902
	Iteration 6Q: 3 clusters Score -401357.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -401381.312500 Penalty: 4044.774902
	Iteration 7Q: 3 clusters Score -401381.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -401403.437500 Penalty: 4044.774902
	Iteration 8Q: 3 clusters Score -401403.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -401417.781250 Penalty: 4044.774902
	Iteration 9Q: 3 clusters Score -401417.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -401425.656250 Penalty: 4044.774902
	Iteration 10Q: 3 clusters Score -401425.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -401434.625000 Penalty: 4044.774902
	Iteration 11Q: 3 clusters Score -401434.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -401439.343750 Penalty: 4044.774902
	Iteration 12Q: 3 clusters Score -401439.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -401445.187500 Penalty: 4044.774902
	Iteration 13Q: 3 clusters Score -401445.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -401449.000000 Penalty: 4044.774902
	Iteration 14Q: 3 clusters Score -401449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -401454.781250 Penalty: 4044.774902
	Iteration 15Q: 3 clusters Score -401454.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -401459.750000 Penalty: 4044.774902
	Iteration 16Q: 3 clusters Score -401459.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -401465.500000 Penalty: 4044.774902
	Iteration 17Q: 3 clusters Score -401465.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -401472.468750 Penalty: 4044.774902
	Iteration 18Q: 3 clusters Score -401472.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -401478.250000 Penalty: 4044.774902
	Iteration 19Q: 3 clusters Score -401478.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -401485.968750 Penalty: 4044.774902
	Iteration 20F: 3 clusters Score -401486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -401493.468750 Penalty: 4044.774902
	Iteration 21Q: 3 clusters Score -401493.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -401500.343750 Penalty: 4044.774902
	Iteration 22Q: 3 clusters Score -401500.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -401506.062500 Penalty: 4044.774902
	Iteration 23Q: 3 clusters Score -401506.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -401511.375000 Penalty: 4044.774902
	Iteration 24Q: 3 clusters Score -401511.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -401518.937500 Penalty: 4044.774902
	Iteration 25Q: 3 clusters Score -401518.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -401528.593750 Penalty: 4044.774902
	Iteration 26Q: 3 clusters Score -401528.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -401538.500000 Penalty: 4044.774902
	Iteration 27Q: 3 clusters Score -401538.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -401543.125000 Penalty: 4044.774902
	Iteration 28Q: 3 clusters Score -401543.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -401549.156250 Penalty: 4044.774902
	Iteration 29Q: 3 clusters Score -401549.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -401552.812500 Penalty: 4044.774902
	Iteration 30Q: 3 clusters Score -401552.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -401558.187500 Penalty: 4044.774902
	Iteration 31Q: 3 clusters Score -401558.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -401562.000000 Penalty: 4044.774902
	Iteration 32Q: 3 clusters Score -401562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -401565.437500 Penalty: 4044.774902
	Iteration 33Q: 3 clusters Score -401565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -401567.718750 Penalty: 4044.774902
	Iteration 34Q: 3 clusters Score -401567.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -401570.218750 Penalty: 4044.774902
	Iteration 35Q: 3 clusters Score -401570.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -401573.406250 Penalty: 4044.774902
	Iteration 36Q: 3 clusters Score -401573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -401574.250000 Penalty: 4044.774902
	Iteration 37Q: 3 clusters Score -401574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -401574.343750 Penalty: 4044.774902
	Iteration 38Q: 3 clusters Score -401574.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -401574.656250 Penalty: 4044.774902
	Iteration 39Q: 3 clusters Score -401574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -401576.531250 Penalty: 4044.774902
	Iteration 40F: 3 clusters Score -401576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -401577.593750 Penalty: 4044.774902
	Iteration 41Q: 3 clusters Score -401577.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -401578.906250 Penalty: 4044.774902
	Iteration 42Q: 3 clusters Score -401578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -401579.156250 Penalty: 4044.774902
	Iteration 43Q: 3 clusters Score -401579.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -401579.937500 Penalty: 4044.774902
	Iteration 44Q: 3 clusters Score -401579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -401580.468750 Penalty: 4044.774902
	Iteration 45Q: 3 clusters Score -401580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -401582.031250 Penalty: 4044.774902
	Iteration 46Q: 3 clusters Score -401582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -401583.187500 Penalty: 4044.774902
	Iteration 47Q: 3 clusters Score -401583.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -401585.218750 Penalty: 4044.774902
	Iteration 48Q: 3 clusters Score -401585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -401586.531250 Penalty: 4044.774902
	Iteration 49Q: 3 clusters Score -401586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -401587.406250 Penalty: 4044.774902
	Iteration 50Q: 3 clusters Score -401587.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -401587.781250 Penalty: 4044.774902
	Iteration 51Q: 3 clusters Score -401587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -401587.031250 Penalty: 4044.774902
	Iteration 52Q: 3 clusters Score -401587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -401587.031250 Penalty: 4044.774902
	Iteration 53F: 3 clusters Score -401587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -649937.375000 Penalty: 2143.318848
	Iteration 0F: 2 clusters Score -649937.4 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 2784 members 
Entering Unmasked Estep 
Score: -644997.875000 Penalty: 4286.637695
	Iteration 0F: 3 clusters Score -644997.9 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -646280.312500 Penalty: 4286.637695
	Iteration 1F: 3 clusters Score -646280.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -646546.000000 Penalty: 4286.637695
	Iteration 2F: 3 clusters Score -646546 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -646703.187500 Penalty: 4286.637695
	Iteration 3F: 3 clusters Score -646703.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -646839.312500 Penalty: 4286.637695
	Iteration 4Q: 3 clusters Score -646839.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -646994.375000 Penalty: 4286.637695
	Iteration 5Q: 3 clusters Score -646994.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -647172.312500 Penalty: 4286.637695
	Iteration 6Q: 3 clusters Score -647172.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -647366.062500 Penalty: 4286.637695
	Iteration 7Q: 3 clusters Score -647366.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -647540.000000 Penalty: 4286.637695
	Iteration 8Q: 3 clusters Score -647540 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -647679.500000 Penalty: 4286.637695
	Iteration 9Q: 3 clusters Score -647679.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -647801.312500 Penalty: 4286.637695
	Iteration 10Q: 3 clusters Score -647801.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -647933.250000 Penalty: 4286.637695
	Iteration 11Q: 3 clusters Score -647933.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -648040.000000 Penalty: 4286.637695
	Iteration 12Q: 3 clusters Score -648040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -648138.437500 Penalty: 4286.637695
	Iteration 13Q: 3 clusters Score -648138.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -648216.062500 Penalty: 4286.637695
	Iteration 14Q: 3 clusters Score -648216.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -648294.812500 Penalty: 4286.637695
	Iteration 15Q: 3 clusters Score -648294.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -648375.750000 Penalty: 4286.637695
	Iteration 16Q: 3 clusters Score -648375.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -648440.062500 Penalty: 4286.637695
	Iteration 17Q: 3 clusters Score -648440.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -648482.750000 Penalty: 4286.637695
	Iteration 18Q: 3 clusters Score -648482.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -648515.250000 Penalty: 4286.637695
	Iteration 19Q: 3 clusters Score -648515.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -648532.625000 Penalty: 4286.637695
	Iteration 20F: 3 clusters Score -648532.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -648541.125000 Penalty: 4286.637695
	Iteration 21Q: 3 clusters Score -648541.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -648548.312500 Penalty: 4286.637695
	Iteration 22Q: 3 clusters Score -648548.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -648552.875000 Penalty: 4286.637695
	Iteration 23Q: 3 clusters Score -648552.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -648558.812500 Penalty: 4286.637695
	Iteration 24Q: 3 clusters Score -648558.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -648562.500000 Penalty: 4286.637695
	Iteration 25Q: 3 clusters Score -648562.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -648564.875000 Penalty: 4286.637695
	Iteration 26Q: 3 clusters Score -648564.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -648568.375000 Penalty: 4286.637695
	Iteration 27Q: 3 clusters Score -648568.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -648572.187500 Penalty: 4286.637695
	Iteration 28Q: 3 clusters Score -648572.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -648576.750000 Penalty: 4286.637695
	Iteration 29Q: 3 clusters Score -648576.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -648581.750000 Penalty: 4286.637695
	Iteration 30Q: 3 clusters Score -648581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -648584.562500 Penalty: 4286.637695
	Iteration 31Q: 3 clusters Score -648584.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -648586.687500 Penalty: 4286.637695
	Iteration 32Q: 3 clusters Score -648586.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -648587.937500 Penalty: 4286.637695
	Iteration 33Q: 3 clusters Score -648587.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -648587.250000 Penalty: 4286.637695
	Iteration 34Q: 3 clusters Score -648587.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -648587.250000 Penalty: 4286.637695
	Iteration 35F: 3 clusters Score -648587.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Entering Unmasked Estep 
Score: -4760237.500000 Penalty: 2627.952881
	Iteration 0F: 2 clusters Score -4760238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4733135.000000 Penalty: 5255.905762
	Iteration 0F: 3 clusters Score -4733135 nChanged 18239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -4743018.000000 Penalty: 5255.905762
	Iteration 1F: 3 clusters Score -4743018 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -4743645.000000 Penalty: 5255.905762
	Iteration 2Q: 3 clusters Score -4743645 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -4744326.000000 Penalty: 5255.905762
	Iteration 3Q: 3 clusters Score -4744326 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -4745049.500000 Penalty: 5255.905762
	Iteration 4Q: 3 clusters Score -4745050 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4745920.500000 Penalty: 5255.905762
	Iteration 5Q: 3 clusters Score -4745920 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -4747060.500000 Penalty: 5255.905762
	Iteration 6F: 3 clusters Score -4747060 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -4748557.500000 Penalty: 5255.905762
	Iteration 7F: 3 clusters Score -4748558 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -4750555.000000 Penalty: 5255.905762
	Iteration 8F: 3 clusters Score -4750555 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -4752743.500000 Penalty: 5255.905762
	Iteration 9F: 3 clusters Score -4752744 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -4754756.500000 Penalty: 5255.905762
	Iteration 10F: 3 clusters Score -4754756 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -4756163.500000 Penalty: 5255.905762
	Iteration 11Q: 3 clusters Score -4756164 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -4757061.500000 Penalty: 5255.905762
	Iteration 12Q: 3 clusters Score -4757062 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -4757540.000000 Penalty: 5255.905762
	Iteration 13Q: 3 clusters Score -4757540 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -4757842.000000 Penalty: 5255.905762
	Iteration 14Q: 3 clusters Score -4757842 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -4758026.000000 Penalty: 5255.905762
	Iteration 15Q: 3 clusters Score -4758026 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -4758116.000000 Penalty: 5255.905762
	Iteration 16Q: 3 clusters Score -4758116 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -4758197.000000 Penalty: 5255.905762
	Iteration 17Q: 3 clusters Score -4758197 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -4758300.000000 Penalty: 5255.905762
	Iteration 18Q: 3 clusters Score -4758300 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -4758354.000000 Penalty: 5255.905762
	Iteration 19Q: 3 clusters Score -4758354 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -4758384.000000 Penalty: 5255.905762
	Iteration 20F: 3 clusters Score -4758384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -4758427.500000 Penalty: 5255.905762
	Iteration 21Q: 3 clusters Score -4758428 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -4758444.500000 Penalty: 5255.905762
	Iteration 22Q: 3 clusters Score -4758444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -4758466.000000 Penalty: 5255.905762
	Iteration 23Q: 3 clusters Score -4758466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -4758481.500000 Penalty: 5255.905762
	Iteration 24Q: 3 clusters Score -4758482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -4758484.000000 Penalty: 5255.905762
	Iteration 25Q: 3 clusters Score -4758484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -4758488.000000 Penalty: 5255.905762
	Iteration 26Q: 3 clusters Score -4758488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -4758498.500000 Penalty: 5255.905762
	Iteration 27Q: 3 clusters Score -4758498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -4758506.500000 Penalty: 5255.905762
	Iteration 28Q: 3 clusters Score -4758506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -4758516.500000 Penalty: 5255.905762
	Iteration 29Q: 3 clusters Score -4758516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -4758520.000000 Penalty: 5255.905762
	Iteration 30Q: 3 clusters Score -4758520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -4758537.000000 Penalty: 5255.905762
	Iteration 31Q: 3 clusters Score -4758537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -4758535.500000 Penalty: 5255.905762
	Iteration 32Q: 3 clusters Score -4758536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -4758541.500000 Penalty: 5255.905762
	Iteration 33Q: 3 clusters Score -4758542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -4758551.500000 Penalty: 5255.905762
	Iteration 34Q: 3 clusters Score -4758552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -4758550.500000 Penalty: 5255.905762
	Iteration 35Q: 3 clusters Score -4758550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -4758549.500000 Penalty: 5255.905762
	Iteration 36Q: 3 clusters Score -4758550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -4758552.500000 Penalty: 5255.905762
	Iteration 37Q: 3 clusters Score -4758552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -4758552.500000 Penalty: 5255.905762
	Iteration 38Q: 3 clusters Score -4758552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -4758555.000000 Penalty: 5255.905762
	Iteration 39Q: 3 clusters Score -4758555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -4758559.000000 Penalty: 5255.905762
	Iteration 40F: 3 clusters Score -4758559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -4758556.500000 Penalty: 5255.905762
	Iteration 41Q: 3 clusters Score -4758556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -4758556.500000 Penalty: 5255.905762
	Iteration 42Q: 3 clusters Score -4758556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -4758555.500000 Penalty: 5255.905762
	Iteration 43Q: 3 clusters Score -4758556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -4758559.500000 Penalty: 5255.905762
	Iteration 44Q: 3 clusters Score -4758560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -4758558.000000 Penalty: 5255.905762
	Iteration 45Q: 3 clusters Score -4758558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -4758563.000000 Penalty: 5255.905762
	Iteration 46Q: 3 clusters Score -4758563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -4758561.500000 Penalty: 5255.905762
	Iteration 47Q: 3 clusters Score -4758562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -4758557.000000 Penalty: 5255.905762
	Iteration 48Q: 3 clusters Score -4758557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -4758557.500000 Penalty: 5255.905762
	Iteration 49Q: 3 clusters Score -4758558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -4758561.500000 Penalty: 5255.905762
	Iteration 50Q: 3 clusters Score -4758562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -4758555.500000 Penalty: 5255.905762
	Iteration 51Q: 3 clusters Score -4758556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -4758561.500000 Penalty: 5255.905762
	Iteration 52Q: 3 clusters Score -4758562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -4758569.000000 Penalty: 5255.905762
	Iteration 53Q: 3 clusters Score -4758569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -4758571.000000 Penalty: 5255.905762
	Iteration 54Q: 3 clusters Score -4758571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -4758560.000000 Penalty: 5255.905762
	Iteration 55Q: 3 clusters Score -4758560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -4758560.500000 Penalty: 5255.905762
	Iteration 56Q: 3 clusters Score -4758560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -4758560.500000 Penalty: 5255.905762
	Iteration 57Q: 3 clusters Score -4758560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -4758561.500000 Penalty: 5255.905762
	Iteration 58Q: 3 clusters Score -4758562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -4758562.000000 Penalty: 5255.905762
	Iteration 59Q: 3 clusters Score -4758562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -4758562.000000 Penalty: 5255.905762
	Iteration 60F: 3 clusters Score -4758562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94716 members 
Entering Unmasked Estep 
Score: -11303705.000000 Penalty: 2841.742188
	Iteration 0F: 2 clusters Score -1.13037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -11240301.000000 Penalty: 5683.484375
	Iteration 0F: 3 clusters Score -1.12403e+07 nChanged 44672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -11265531.000000 Penalty: 5683.484375
	Iteration 1F: 3 clusters Score -1.126553e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -11266203.000000 Penalty: 5683.484375
	Iteration 2Q: 3 clusters Score -1.12662e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -11267152.000000 Penalty: 5683.484375
	Iteration 3Q: 3 clusters Score -1.126715e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -11268195.000000 Penalty: 5683.484375
	Iteration 4Q: 3 clusters Score -1.12682e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -11269898.000000 Penalty: 5683.484375
	Iteration 5Q: 3 clusters Score -1.12699e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 59088 members 
Entering Unmasked Estep 
Score: -11272536.000000 Penalty: 5683.484375
	Iteration 6F: 3 clusters Score -1.127254e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -11276700.000000 Penalty: 5683.484375
	Iteration 7F: 3 clusters Score -1.12767e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -11282531.000000 Penalty: 5683.484375
	Iteration 8F: 3 clusters Score -1.128253e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 78618 members 
Entering Unmasked Estep 
Score: -11289284.000000 Penalty: 5683.484375
	Iteration 9F: 3 clusters Score -1.128928e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 84468 members 
Entering Unmasked Estep 
Score: -11294565.000000 Penalty: 5683.484375
	Iteration 10F: 3 clusters Score -1.129456e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -11297947.000000 Penalty: 5683.484375
	Iteration 11Q: 3 clusters Score -1.129795e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -11299699.000000 Penalty: 5683.484375
	Iteration 12Q: 3 clusters Score -1.12997e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 92120 members 
Entering Unmasked Estep 
Score: -11300598.000000 Penalty: 5683.484375
	Iteration 13Q: 3 clusters Score -1.13006e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 92842 members 
Entering Unmasked Estep 
Score: -11301072.000000 Penalty: 5683.484375
	Iteration 14Q: 3 clusters Score -1.130107e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 93212 members 
Entering Unmasked Estep 
Score: -11301285.000000 Penalty: 5683.484375
	Iteration 15Q: 3 clusters Score -1.130128e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 93432 members 
Entering Unmasked Estep 
Score: -11301416.000000 Penalty: 5683.484375
	Iteration 16Q: 3 clusters Score -1.130142e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -11301462.000000 Penalty: 5683.484375
	Iteration 17Q: 3 clusters Score -1.130146e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 93665 members 
Entering Unmasked Estep 
Score: -11301541.000000 Penalty: 5683.484375
	Iteration 18Q: 3 clusters Score -1.130154e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 93748 members 
Entering Unmasked Estep 
Score: -11301602.000000 Penalty: 5683.484375
	Iteration 19Q: 3 clusters Score -1.13016e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -11301657.000000 Penalty: 5683.484375
	Iteration 20F: 3 clusters Score -1.130166e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 93846 members 
Entering Unmasked Estep 
Score: -11301700.000000 Penalty: 5683.484375
	Iteration 21Q: 3 clusters Score -1.13017e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 93882 members 
Entering Unmasked Estep 
Score: -11301737.000000 Penalty: 5683.484375
	Iteration 22Q: 3 clusters Score -1.130174e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 93908 members 
Entering Unmasked Estep 
Score: -11301773.000000 Penalty: 5683.484375
	Iteration 23Q: 3 clusters Score -1.130177e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 93931 members 
Entering Unmasked Estep 
Score: -11301807.000000 Penalty: 5683.484375
	Iteration 24Q: 3 clusters Score -1.130181e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 93942 members 
Entering Unmasked Estep 
Score: -11301810.000000 Penalty: 5683.484375
	Iteration 25Q: 3 clusters Score -1.130181e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 93954 members 
Entering Unmasked Estep 
Score: -11301817.000000 Penalty: 5683.484375
	Iteration 26Q: 3 clusters Score -1.130182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 93961 members 
Entering Unmasked Estep 
Score: -11301825.000000 Penalty: 5683.484375
	Iteration 27Q: 3 clusters Score -1.130182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 93962 members 
Entering Unmasked Estep 
Score: -11301854.000000 Penalty: 5683.484375
	Iteration 28Q: 3 clusters Score -1.130185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 93966 members 
Entering Unmasked Estep 
Score: -11301863.000000 Penalty: 5683.484375
	Iteration 29Q: 3 clusters Score -1.130186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 93966 members 
Entering Unmasked Estep 
Score: -11301854.000000 Penalty: 5683.484375
	Iteration 30Q: 3 clusters Score -1.130185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 93969 members 
Entering Unmasked Estep 
Score: -11301848.000000 Penalty: 5683.484375
	Iteration 31Q: 3 clusters Score -1.130185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 93972 members 
Entering Unmasked Estep 
Score: -11301871.000000 Penalty: 5683.484375
	Iteration 32Q: 3 clusters Score -1.130187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 93977 members 
Entering Unmasked Estep 
Score: -11301885.000000 Penalty: 5683.484375
	Iteration 33Q: 3 clusters Score -1.130188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 93975 members 
Entering Unmasked Estep 
Score: -11301877.000000 Penalty: 5683.484375
	Iteration 34Q: 3 clusters Score -1.130188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 93977 members 
Entering Unmasked Estep 
Score: -11301882.000000 Penalty: 5683.484375
	Iteration 35Q: 3 clusters Score -1.130188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 93977 members 
Entering Unmasked Estep 
Score: -11301885.000000 Penalty: 5683.484375
	Iteration 36Q: 3 clusters Score -1.130188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -11301891.000000 Penalty: 5683.484375
	Iteration 37Q: 3 clusters Score -1.130189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 93973 members 
Entering Unmasked Estep 
Score: -11301888.000000 Penalty: 5683.484375
	Iteration 38Q: 3 clusters Score -1.130189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 93972 members 
Entering Unmasked Estep 
Score: -11301876.000000 Penalty: 5683.484375
	Iteration 39Q: 3 clusters Score -1.130188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 93973 members 
Entering Unmasked Estep 
Score: -11301880.000000 Penalty: 5683.484375
	Iteration 40F: 3 clusters Score -1.130188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Entering Unmasked Estep 
Score: -547299.125000 Penalty: 2111.717773
	Iteration 0F: 2 clusters Score -547299.1 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 2505 members 
Entering Unmasked Estep 
Score: -542797.187500 Penalty: 4223.435547
	Iteration 0F: 3 clusters Score -542797.2 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -544001.437500 Penalty: 4223.435547
	Iteration 1F: 3 clusters Score -544001.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -544366.937500 Penalty: 4223.435547
	Iteration 2F: 3 clusters Score -544366.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -544621.250000 Penalty: 4223.435547
	Iteration 3F: 3 clusters Score -544621.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -544781.187500 Penalty: 4223.435547
	Iteration 4F: 3 clusters Score -544781.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -544910.687500 Penalty: 4223.435547
	Iteration 5Q: 3 clusters Score -544910.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -544999.625000 Penalty: 4223.435547
	Iteration 6Q: 3 clusters Score -544999.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -545072.437500 Penalty: 4223.435547
	Iteration 7Q: 3 clusters Score -545072.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -545126.875000 Penalty: 4223.435547
	Iteration 8Q: 3 clusters Score -545126.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -545172.875000 Penalty: 4223.435547
	Iteration 9Q: 3 clusters Score -545172.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -545218.062500 Penalty: 4223.435547
	Iteration 10Q: 3 clusters Score -545218.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -545265.812500 Penalty: 4223.435547
	Iteration 11Q: 3 clusters Score -545265.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -545317.812500 Penalty: 4223.435547
	Iteration 12Q: 3 clusters Score -545317.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -545378.437500 Penalty: 4223.435547
	Iteration 13Q: 3 clusters Score -545378.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -545447.187500 Penalty: 4223.435547
	Iteration 14Q: 3 clusters Score -545447.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -545503.812500 Penalty: 4223.435547
	Iteration 15Q: 3 clusters Score -545503.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -545572.687500 Penalty: 4223.435547
	Iteration 16Q: 3 clusters Score -545572.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -545633.812500 Penalty: 4223.435547
	Iteration 17Q: 3 clusters Score -545633.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -545684.625000 Penalty: 4223.435547
	Iteration 18Q: 3 clusters Score -545684.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -545726.000000 Penalty: 4223.435547
	Iteration 19Q: 3 clusters Score -545726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -545747.687500 Penalty: 4223.435547
	Iteration 20F: 3 clusters Score -545747.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -545765.187500 Penalty: 4223.435547
	Iteration 21Q: 3 clusters Score -545765.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -545777.250000 Penalty: 4223.435547
	Iteration 22Q: 3 clusters Score -545777.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -545789.125000 Penalty: 4223.435547
	Iteration 23Q: 3 clusters Score -545789.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -545797.875000 Penalty: 4223.435547
	Iteration 24Q: 3 clusters Score -545797.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -545805.687500 Penalty: 4223.435547
	Iteration 25Q: 3 clusters Score -545805.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -545808.875000 Penalty: 4223.435547
	Iteration 26Q: 3 clusters Score -545808.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -545812.812500 Penalty: 4223.435547
	Iteration 27Q: 3 clusters Score -545812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -545815.187500 Penalty: 4223.435547
	Iteration 28Q: 3 clusters Score -545815.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -545816.500000 Penalty: 4223.435547
	Iteration 29Q: 3 clusters Score -545816.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -545820.250000 Penalty: 4223.435547
	Iteration 30Q: 3 clusters Score -545820.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -545821.875000 Penalty: 4223.435547
	Iteration 31Q: 3 clusters Score -545821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -545824.687500 Penalty: 4223.435547
	Iteration 32Q: 3 clusters Score -545824.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -545827.875000 Penalty: 4223.435547
	Iteration 33Q: 3 clusters Score -545827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -545828.437500 Penalty: 4223.435547
	Iteration 34Q: 3 clusters Score -545828.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -545831.000000 Penalty: 4223.435547
	Iteration 35Q: 3 clusters Score -545831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -545832.250000 Penalty: 4223.435547
	Iteration 36Q: 3 clusters Score -545832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -545833.812500 Penalty: 4223.435547
	Iteration 37Q: 3 clusters Score -545833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -545837.125000 Penalty: 4223.435547
	Iteration 38Q: 3 clusters Score -545837.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -545838.250000 Penalty: 4223.435547
	Iteration 39Q: 3 clusters Score -545838.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -545839.000000 Penalty: 4223.435547
	Iteration 40F: 3 clusters Score -545839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -545840.187500 Penalty: 4223.435547
	Iteration 41Q: 3 clusters Score -545840.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -545841.750000 Penalty: 4223.435547
	Iteration 42Q: 3 clusters Score -545841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -545840.937500 Penalty: 4223.435547
	Iteration 43Q: 3 clusters Score -545840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -545842.687500 Penalty: 4223.435547
	Iteration 44Q: 3 clusters Score -545842.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -545845.437500 Penalty: 4223.435547
	Iteration 45Q: 3 clusters Score -545845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -545846.375000 Penalty: 4223.435547
	Iteration 46Q: 3 clusters Score -545846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -545848.437500 Penalty: 4223.435547
	Iteration 47Q: 3 clusters Score -545848.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -545849.687500 Penalty: 4223.435547
	Iteration 48Q: 3 clusters Score -545849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -545850.750000 Penalty: 4223.435547
	Iteration 49Q: 3 clusters Score -545850.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -545850.125000 Penalty: 4223.435547
	Iteration 50Q: 3 clusters Score -545850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -545850.250000 Penalty: 4223.435547
	Iteration 51Q: 3 clusters Score -545850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -545850.937500 Penalty: 4223.435547
	Iteration 52Q: 3 clusters Score -545850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -545850.875000 Penalty: 4223.435547
	Iteration 53Q: 3 clusters Score -545850.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -545850.875000 Penalty: 4223.435547
	Iteration 54F: 3 clusters Score -545850.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Entering Unmasked Estep 
Score: -5251357.000000 Penalty: 2652.463379
	Iteration 0F: 2 clusters Score -5251357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -5221655.000000 Penalty: 5304.926758
	Iteration 0F: 3 clusters Score -5221655 nChanged 20194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -5232740.500000 Penalty: 5304.926758
	Iteration 1F: 3 clusters Score -5232740 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -5233199.500000 Penalty: 5304.926758
	Iteration 2Q: 3 clusters Score -5233200 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -5233658.500000 Penalty: 5304.926758
	Iteration 3Q: 3 clusters Score -5233658 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -5234101.500000 Penalty: 5304.926758
	Iteration 4Q: 3 clusters Score -5234102 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -5234663.000000 Penalty: 5304.926758
	Iteration 5Q: 3 clusters Score -5234663 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -5235492.500000 Penalty: 5304.926758
	Iteration 6Q: 3 clusters Score -5235492 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -5236701.000000 Penalty: 5304.926758
	Iteration 7F: 3 clusters Score -5236701 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -5238449.000000 Penalty: 5304.926758
	Iteration 8F: 3 clusters Score -5238449 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -5240835.000000 Penalty: 5304.926758
	Iteration 9F: 3 clusters Score -5240835 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -5243465.500000 Penalty: 5304.926758
	Iteration 10F: 3 clusters Score -5243466 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -5245658.000000 Penalty: 5304.926758
	Iteration 11F: 3 clusters Score -5245658 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5247241.000000 Penalty: 5304.926758
	Iteration 12Q: 3 clusters Score -5247241 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5248082.000000 Penalty: 5304.926758
	Iteration 13Q: 3 clusters Score -5248082 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5248533.500000 Penalty: 5304.926758
	Iteration 14Q: 3 clusters Score -5248534 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5248724.000000 Penalty: 5304.926758
	Iteration 15Q: 3 clusters Score -5248724 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5248842.000000 Penalty: 5304.926758
	Iteration 16Q: 3 clusters Score -5248842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5248904.500000 Penalty: 5304.926758
	Iteration 17Q: 3 clusters Score -5248904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5248948.500000 Penalty: 5304.926758
	Iteration 18Q: 3 clusters Score -5248948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5248981.000000 Penalty: 5304.926758
	Iteration 19Q: 3 clusters Score -5248981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5248990.000000 Penalty: 5304.926758
	Iteration 20F: 3 clusters Score -5248990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5249004.500000 Penalty: 5304.926758
	Iteration 21Q: 3 clusters Score -5249004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5249015.000000 Penalty: 5304.926758
	Iteration 22Q: 3 clusters Score -5249015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5249018.000000 Penalty: 5304.926758
	Iteration 23Q: 3 clusters Score -5249018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5249025.000000 Penalty: 5304.926758
	Iteration 24Q: 3 clusters Score -5249025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5249030.500000 Penalty: 5304.926758
	Iteration 25Q: 3 clusters Score -5249030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5249030.500000 Penalty: 5304.926758
	Iteration 26F: 3 clusters Score -5249030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Entering Unmasked Estep 
Score: -4567646.500000 Penalty: 2615.648926
	Iteration 0F: 2 clusters Score -4567646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -4541980.000000 Penalty: 5231.297852
	Iteration 0F: 3 clusters Score -4541980 nChanged 17277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4551406.000000 Penalty: 5231.297852
	Iteration 1F: 3 clusters Score -4551406 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -4552092.500000 Penalty: 5231.297852
	Iteration 2Q: 3 clusters Score -4552092 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4552834.500000 Penalty: 5231.297852
	Iteration 3Q: 3 clusters Score -4552834 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4553630.500000 Penalty: 5231.297852
	Iteration 4Q: 3 clusters Score -4553630 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -4554592.000000 Penalty: 5231.297852
	Iteration 5Q: 3 clusters Score -4554592 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4555645.000000 Penalty: 5231.297852
	Iteration 6F: 3 clusters Score -4555645 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4556734.500000 Penalty: 5231.297852
	Iteration 7F: 3 clusters Score -4556734 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4557968.000000 Penalty: 5231.297852
	Iteration 8F: 3 clusters Score -4557968 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -4559304.500000 Penalty: 5231.297852
	Iteration 9F: 3 clusters Score -4559304 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4560476.500000 Penalty: 5231.297852
	Iteration 10F: 3 clusters Score -4560476 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -4561263.500000 Penalty: 5231.297852
	Iteration 11Q: 3 clusters Score -4561264 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -4561699.000000 Penalty: 5231.297852
	Iteration 12Q: 3 clusters Score -4561699 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4561978.500000 Penalty: 5231.297852
	Iteration 13Q: 3 clusters Score -4561978 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4562175.000000 Penalty: 5231.297852
	Iteration 14Q: 3 clusters Score -4562175 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -4562331.000000 Penalty: 5231.297852
	Iteration 15Q: 3 clusters Score -4562331 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -4562437.000000 Penalty: 5231.297852
	Iteration 16Q: 3 clusters Score -4562437 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4562494.000000 Penalty: 5231.297852
	Iteration 17Q: 3 clusters Score -4562494 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4562560.500000 Penalty: 5231.297852
	Iteration 18Q: 3 clusters Score -4562560 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -4562600.500000 Penalty: 5231.297852
	Iteration 19Q: 3 clusters Score -4562600 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -4562653.500000 Penalty: 5231.297852
	Iteration 20F: 3 clusters Score -4562654 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -4562707.000000 Penalty: 5231.297852
	Iteration 21Q: 3 clusters Score -4562707 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -4562772.000000 Penalty: 5231.297852
	Iteration 22Q: 3 clusters Score -4562772 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -4562804.000000 Penalty: 5231.297852
	Iteration 23Q: 3 clusters Score -4562804 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4562845.500000 Penalty: 5231.297852
	Iteration 24Q: 3 clusters Score -4562846 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -4562894.000000 Penalty: 5231.297852
	Iteration 25Q: 3 clusters Score -4562894 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -4562936.000000 Penalty: 5231.297852
	Iteration 26Q: 3 clusters Score -4562936 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -4562977.000000 Penalty: 5231.297852
	Iteration 27Q: 3 clusters Score -4562977 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -4563011.000000 Penalty: 5231.297852
	Iteration 28Q: 3 clusters Score -4563011 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -4563051.500000 Penalty: 5231.297852
	Iteration 29Q: 3 clusters Score -4563052 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -4563088.000000 Penalty: 5231.297852
	Iteration 30Q: 3 clusters Score -4563088 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -4563118.000000 Penalty: 5231.297852
	Iteration 31Q: 3 clusters Score -4563118 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -4563156.000000 Penalty: 5231.297852
	Iteration 32Q: 3 clusters Score -4563156 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -4563183.000000 Penalty: 5231.297852
	Iteration 33Q: 3 clusters Score -4563183 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -4563225.500000 Penalty: 5231.297852
	Iteration 34Q: 3 clusters Score -4563226 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -4563285.000000 Penalty: 5231.297852
	Iteration 35Q: 3 clusters Score -4563285 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -4563332.500000 Penalty: 5231.297852
	Iteration 36Q: 3 clusters Score -4563332 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -4563388.000000 Penalty: 5231.297852
	Iteration 37Q: 3 clusters Score -4563388 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -4563413.000000 Penalty: 5231.297852
	Iteration 38Q: 3 clusters Score -4563413 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -4563470.500000 Penalty: 5231.297852
	Iteration 39Q: 3 clusters Score -4563470 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -4563506.000000 Penalty: 5231.297852
	Iteration 40F: 3 clusters Score -4563506 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -4563539.000000 Penalty: 5231.297852
	Iteration 41Q: 3 clusters Score -4563539 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -4563612.500000 Penalty: 5231.297852
	Iteration 42Q: 3 clusters Score -4563612 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -4563672.000000 Penalty: 5231.297852
	Iteration 43Q: 3 clusters Score -4563672 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -4563705.000000 Penalty: 5231.297852
	Iteration 44Q: 3 clusters Score -4563705 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -4563747.500000 Penalty: 5231.297852
	Iteration 45Q: 3 clusters Score -4563748 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -4563804.000000 Penalty: 5231.297852
	Iteration 46Q: 3 clusters Score -4563804 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -4563849.500000 Penalty: 5231.297852
	Iteration 47Q: 3 clusters Score -4563850 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -4563902.500000 Penalty: 5231.297852
	Iteration 48Q: 3 clusters Score -4563902 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -4563966.000000 Penalty: 5231.297852
	Iteration 49Q: 3 clusters Score -4563966 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -4564023.500000 Penalty: 5231.297852
	Iteration 50Q: 3 clusters Score -4564024 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -4564063.000000 Penalty: 5231.297852
	Iteration 51Q: 3 clusters Score -4564063 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -4564110.000000 Penalty: 5231.297852
	Iteration 52Q: 3 clusters Score -4564110 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -4564161.000000 Penalty: 5231.297852
	Iteration 53Q: 3 clusters Score -4564161 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -4564202.000000 Penalty: 5231.297852
	Iteration 54Q: 3 clusters Score -4564202 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -4564244.500000 Penalty: 5231.297852
	Iteration 55Q: 3 clusters Score -4564244 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -4564289.000000 Penalty: 5231.297852
	Iteration 56Q: 3 clusters Score -4564289 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -4564337.500000 Penalty: 5231.297852
	Iteration 57Q: 3 clusters Score -4564338 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -4564390.500000 Penalty: 5231.297852
	Iteration 58Q: 3 clusters Score -4564390 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -4564466.000000 Penalty: 5231.297852
	Iteration 59Q: 3 clusters Score -4564466 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -4564543.000000 Penalty: 5231.297852
	Iteration 60F: 3 clusters Score -4564543 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -4564603.500000 Penalty: 5231.297852
	Iteration 61Q: 3 clusters Score -4564604 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -4564679.000000 Penalty: 5231.297852
	Iteration 62Q: 3 clusters Score -4564679 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -4564767.000000 Penalty: 5231.297852
	Iteration 63Q: 3 clusters Score -4564767 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4564808.500000 Penalty: 5231.297852
	Iteration 64Q: 3 clusters Score -4564808 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -4564879.000000 Penalty: 5231.297852
	Iteration 65Q: 3 clusters Score -4564879 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -4564942.000000 Penalty: 5231.297852
	Iteration 66Q: 3 clusters Score -4564942 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -4565012.500000 Penalty: 5231.297852
	Iteration 67Q: 3 clusters Score -4565012 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4565052.000000 Penalty: 5231.297852
	Iteration 68Q: 3 clusters Score -4565052 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4565114.000000 Penalty: 5231.297852
	Iteration 69Q: 3 clusters Score -4565114 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4565169.500000 Penalty: 5231.297852
	Iteration 70Q: 3 clusters Score -4565170 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4565243.500000 Penalty: 5231.297852
	Iteration 71Q: 3 clusters Score -4565244 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4565262.000000 Penalty: 5231.297852
	Iteration 72Q: 3 clusters Score -4565262 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4565295.500000 Penalty: 5231.297852
	Iteration 73Q: 3 clusters Score -4565296 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4565317.000000 Penalty: 5231.297852
	Iteration 74Q: 3 clusters Score -4565317 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4565343.000000 Penalty: 5231.297852
	Iteration 75Q: 3 clusters Score -4565343 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4565355.000000 Penalty: 5231.297852
	Iteration 76Q: 3 clusters Score -4565355 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4565370.000000 Penalty: 5231.297852
	Iteration 77Q: 3 clusters Score -4565370 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4565390.000000 Penalty: 5231.297852
	Iteration 78Q: 3 clusters Score -4565390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4565411.500000 Penalty: 5231.297852
	Iteration 79Q: 3 clusters Score -4565412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4565440.000000 Penalty: 5231.297852
	Iteration 80F: 3 clusters Score -4565440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4565457.500000 Penalty: 5231.297852
	Iteration 81Q: 3 clusters Score -4565458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4565475.000000 Penalty: 5231.297852
	Iteration 82Q: 3 clusters Score -4565475 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4565474.500000 Penalty: 5231.297852
	Iteration 83Q: 3 clusters Score -4565474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4565485.500000 Penalty: 5231.297852
	Iteration 84Q: 3 clusters Score -4565486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4565493.000000 Penalty: 5231.297852
	Iteration 85Q: 3 clusters Score -4565493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4565495.500000 Penalty: 5231.297852
	Iteration 86Q: 3 clusters Score -4565496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4565509.000000 Penalty: 5231.297852
	Iteration 87Q: 3 clusters Score -4565509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4565506.000000 Penalty: 5231.297852
	Iteration 88Q: 3 clusters Score -4565506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4565509.000000 Penalty: 5231.297852
	Iteration 89Q: 3 clusters Score -4565509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4565523.500000 Penalty: 5231.297852
	Iteration 90Q: 3 clusters Score -4565524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4565521.500000 Penalty: 5231.297852
	Iteration 91Q: 3 clusters Score -4565522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4565528.500000 Penalty: 5231.297852
	Iteration 92Q: 3 clusters Score -4565528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4565526.000000 Penalty: 5231.297852
	Iteration 93Q: 3 clusters Score -4565526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4565544.000000 Penalty: 5231.297852
	Iteration 94Q: 3 clusters Score -4565544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4565552.500000 Penalty: 5231.297852
	Iteration 95Q: 3 clusters Score -4565552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4565555.500000 Penalty: 5231.297852
	Iteration 96Q: 3 clusters Score -4565556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4565559.500000 Penalty: 5231.297852
	Iteration 97Q: 3 clusters Score -4565560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4565555.500000 Penalty: 5231.297852
	Iteration 98Q: 3 clusters Score -4565556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4565565.500000 Penalty: 5231.297852
	Iteration 99Q: 3 clusters Score -4565566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4565578.000000 Penalty: 5231.297852
	Iteration 100F: 3 clusters Score -4565578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4565578.500000 Penalty: 5231.297852
	Iteration 101Q: 3 clusters Score -4565578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4565583.500000 Penalty: 5231.297852
	Iteration 102Q: 3 clusters Score -4565584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4565584.000000 Penalty: 5231.297852
	Iteration 103Q: 3 clusters Score -4565584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4565593.000000 Penalty: 5231.297852
	Iteration 104Q: 3 clusters Score -4565593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4565602.000000 Penalty: 5231.297852
	Iteration 105Q: 3 clusters Score -4565602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4565600.000000 Penalty: 5231.297852
	Iteration 106Q: 3 clusters Score -4565600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4565603.500000 Penalty: 5231.297852
	Iteration 107Q: 3 clusters Score -4565604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4565606.000000 Penalty: 5231.297852
	Iteration 108Q: 3 clusters Score -4565606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4565608.000000 Penalty: 5231.297852
	Iteration 109Q: 3 clusters Score -4565608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4565608.000000 Penalty: 5231.297852
	Iteration 110Q: 3 clusters Score -4565608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4565610.500000 Penalty: 5231.297852
	Iteration 111Q: 3 clusters Score -4565610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4565612.500000 Penalty: 5231.297852
	Iteration 112Q: 3 clusters Score -4565612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4565609.500000 Penalty: 5231.297852
	Iteration 113Q: 3 clusters Score -4565610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4565613.500000 Penalty: 5231.297852
	Iteration 114Q: 3 clusters Score -4565614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4565618.000000 Penalty: 5231.297852
	Iteration 115Q: 3 clusters Score -4565618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4565617.500000 Penalty: 5231.297852
	Iteration 116Q: 3 clusters Score -4565618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4565618.000000 Penalty: 5231.297852
	Iteration 117Q: 3 clusters Score -4565618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4565615.000000 Penalty: 5231.297852
	Iteration 118Q: 3 clusters Score -4565615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4565611.000000 Penalty: 5231.297852
	Iteration 119Q: 3 clusters Score -4565611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4565612.500000 Penalty: 5231.297852
	Iteration 120F: 3 clusters Score -4565612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4565611.500000 Penalty: 5231.297852
	Iteration 121Q: 3 clusters Score -4565612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4565611.500000 Penalty: 5231.297852
	Iteration 122F: 3 clusters Score -4565612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Entering Unmasked Estep 
Score: -748815.000000 Penalty: 2187.899414
	Iteration 0F: 2 clusters Score -748815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -743124.750000 Penalty: 4375.798828
	Iteration 0F: 3 clusters Score -743124.8 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -744682.000000 Penalty: 4375.798828
	Iteration 1F: 3 clusters Score -744682 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -744938.562500 Penalty: 4375.798828
	Iteration 2F: 3 clusters Score -744938.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -745159.687500 Penalty: 4375.798828
	Iteration 3F: 3 clusters Score -745159.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -745362.750000 Penalty: 4375.798828
	Iteration 4Q: 3 clusters Score -745362.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -745552.000000 Penalty: 4375.798828
	Iteration 5Q: 3 clusters Score -745552 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -745713.187500 Penalty: 4375.798828
	Iteration 6Q: 3 clusters Score -745713.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -745860.187500 Penalty: 4375.798828
	Iteration 7Q: 3 clusters Score -745860.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -745995.562500 Penalty: 4375.798828
	Iteration 8Q: 3 clusters Score -745995.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -746107.562500 Penalty: 4375.798828
	Iteration 9Q: 3 clusters Score -746107.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -746201.625000 Penalty: 4375.798828
	Iteration 10Q: 3 clusters Score -746201.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -746282.750000 Penalty: 4375.798828
	Iteration 11Q: 3 clusters Score -746282.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -746348.375000 Penalty: 4375.798828
	Iteration 12Q: 3 clusters Score -746348.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -746394.687500 Penalty: 4375.798828
	Iteration 13Q: 3 clusters Score -746394.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -746438.250000 Penalty: 4375.798828
	Iteration 14Q: 3 clusters Score -746438.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -746487.562500 Penalty: 4375.798828
	Iteration 15Q: 3 clusters Score -746487.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -746527.312500 Penalty: 4375.798828
	Iteration 16Q: 3 clusters Score -746527.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -746561.187500 Penalty: 4375.798828
	Iteration 17Q: 3 clusters Score -746561.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -746591.625000 Penalty: 4375.798828
	Iteration 18Q: 3 clusters Score -746591.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -746618.625000 Penalty: 4375.798828
	Iteration 19Q: 3 clusters Score -746618.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -746641.250000 Penalty: 4375.798828
	Iteration 20F: 3 clusters Score -746641.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -746658.250000 Penalty: 4375.798828
	Iteration 21Q: 3 clusters Score -746658.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -746678.375000 Penalty: 4375.798828
	Iteration 22Q: 3 clusters Score -746678.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -746695.500000 Penalty: 4375.798828
	Iteration 23Q: 3 clusters Score -746695.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -746711.562500 Penalty: 4375.798828
	Iteration 24Q: 3 clusters Score -746711.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -746725.562500 Penalty: 4375.798828
	Iteration 25Q: 3 clusters Score -746725.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -746744.250000 Penalty: 4375.798828
	Iteration 26Q: 3 clusters Score -746744.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -746762.812500 Penalty: 4375.798828
	Iteration 27Q: 3 clusters Score -746762.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -746779.500000 Penalty: 4375.798828
	Iteration 28Q: 3 clusters Score -746779.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -746799.187500 Penalty: 4375.798828
	Iteration 29Q: 3 clusters Score -746799.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -746823.750000 Penalty: 4375.798828
	Iteration 30Q: 3 clusters Score -746823.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -746846.125000 Penalty: 4375.798828
	Iteration 31Q: 3 clusters Score -746846.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -746861.125000 Penalty: 4375.798828
	Iteration 32Q: 3 clusters Score -746861.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -746880.750000 Penalty: 4375.798828
	Iteration 33Q: 3 clusters Score -746880.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -746893.687500 Penalty: 4375.798828
	Iteration 34Q: 3 clusters Score -746893.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -746904.375000 Penalty: 4375.798828
	Iteration 35Q: 3 clusters Score -746904.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -746910.687500 Penalty: 4375.798828
	Iteration 36Q: 3 clusters Score -746910.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -746916.500000 Penalty: 4375.798828
	Iteration 37Q: 3 clusters Score -746916.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -746928.250000 Penalty: 4375.798828
	Iteration 38Q: 3 clusters Score -746928.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -746939.000000 Penalty: 4375.798828
	Iteration 39Q: 3 clusters Score -746939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -746949.125000 Penalty: 4375.798828
	Iteration 40F: 3 clusters Score -746949.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -746959.437500 Penalty: 4375.798828
	Iteration 41Q: 3 clusters Score -746959.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -746964.875000 Penalty: 4375.798828
	Iteration 42Q: 3 clusters Score -746964.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -746970.000000 Penalty: 4375.798828
	Iteration 43Q: 3 clusters Score -746970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -746976.437500 Penalty: 4375.798828
	Iteration 44Q: 3 clusters Score -746976.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -746983.250000 Penalty: 4375.798828
	Iteration 45Q: 3 clusters Score -746983.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -746991.000000 Penalty: 4375.798828
	Iteration 46Q: 3 clusters Score -746991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -747001.562500 Penalty: 4375.798828
	Iteration 47Q: 3 clusters Score -747001.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -747013.750000 Penalty: 4375.798828
	Iteration 48Q: 3 clusters Score -747013.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -747026.437500 Penalty: 4375.798828
	Iteration 49Q: 3 clusters Score -747026.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -747034.687500 Penalty: 4375.798828
	Iteration 50Q: 3 clusters Score -747034.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -747043.750000 Penalty: 4375.798828
	Iteration 51Q: 3 clusters Score -747043.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -747053.625000 Penalty: 4375.798828
	Iteration 52Q: 3 clusters Score -747053.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -747062.562500 Penalty: 4375.798828
	Iteration 53Q: 3 clusters Score -747062.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -747068.375000 Penalty: 4375.798828
	Iteration 54Q: 3 clusters Score -747068.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -747072.187500 Penalty: 4375.798828
	Iteration 55Q: 3 clusters Score -747072.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -747074.687500 Penalty: 4375.798828
	Iteration 56Q: 3 clusters Score -747074.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -747076.750000 Penalty: 4375.798828
	Iteration 57Q: 3 clusters Score -747076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -747076.000000 Penalty: 4375.798828
	Iteration 58Q: 3 clusters Score -747076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -747076.500000 Penalty: 4375.798828
	Iteration 59Q: 3 clusters Score -747076.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -747078.312500 Penalty: 4375.798828
	Iteration 60F: 3 clusters Score -747078.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -747080.687500 Penalty: 4375.798828
	Iteration 61Q: 3 clusters Score -747080.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -747082.875000 Penalty: 4375.798828
	Iteration 62Q: 3 clusters Score -747082.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -747084.625000 Penalty: 4375.798828
	Iteration 63Q: 3 clusters Score -747084.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -747087.437500 Penalty: 4375.798828
	Iteration 64Q: 3 clusters Score -747087.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -747090.312500 Penalty: 4375.798828
	Iteration 65Q: 3 clusters Score -747090.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -747092.937500 Penalty: 4375.798828
	Iteration 66Q: 3 clusters Score -747092.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -747093.937500 Penalty: 4375.798828
	Iteration 67Q: 3 clusters Score -747093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -747094.875000 Penalty: 4375.798828
	Iteration 68Q: 3 clusters Score -747094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -747095.187500 Penalty: 4375.798828
	Iteration 69Q: 3 clusters Score -747095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -747096.750000 Penalty: 4375.798828
	Iteration 70Q: 3 clusters Score -747096.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -747099.375000 Penalty: 4375.798828
	Iteration 71Q: 3 clusters Score -747099.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -747097.875000 Penalty: 4375.798828
	Iteration 72Q: 3 clusters Score -747097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -747098.187500 Penalty: 4375.798828
	Iteration 73Q: 3 clusters Score -747098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -747099.312500 Penalty: 4375.798828
	Iteration 74Q: 3 clusters Score -747099.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -747099.500000 Penalty: 4375.798828
	Iteration 75Q: 3 clusters Score -747099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -747099.625000 Penalty: 4375.798828
	Iteration 76Q: 3 clusters Score -747099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -747099.312500 Penalty: 4375.798828
	Iteration 77Q: 3 clusters Score -747099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -747099.312500 Penalty: 4375.798828
	Iteration 78F: 3 clusters Score -747099.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Entering Unmasked Estep 
Score: -1873965.375000 Penalty: 2397.087158
	Iteration 0F: 2 clusters Score -1873965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1862592.375000 Penalty: 4794.174316
	Iteration 0F: 3 clusters Score -1862592 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1866220.500000 Penalty: 4794.174316
	Iteration 1F: 3 clusters Score -1866220 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1866670.625000 Penalty: 4794.174316
	Iteration 2F: 3 clusters Score -1866671 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1867056.875000 Penalty: 4794.174316
	Iteration 3F: 3 clusters Score -1867057 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1867438.250000 Penalty: 4794.174316
	Iteration 4Q: 3 clusters Score -1867438 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1867810.875000 Penalty: 4794.174316
	Iteration 5Q: 3 clusters Score -1867811 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1868189.875000 Penalty: 4794.174316
	Iteration 6Q: 3 clusters Score -1868190 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1868582.750000 Penalty: 4794.174316
	Iteration 7Q: 3 clusters Score -1868583 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1868965.750000 Penalty: 4794.174316
	Iteration 8Q: 3 clusters Score -1868966 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1869352.125000 Penalty: 4794.174316
	Iteration 9Q: 3 clusters Score -1869352 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1869767.625000 Penalty: 4794.174316
	Iteration 10Q: 3 clusters Score -1869768 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1870169.250000 Penalty: 4794.174316
	Iteration 11Q: 3 clusters Score -1870169 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1870542.000000 Penalty: 4794.174316
	Iteration 12Q: 3 clusters Score -1870542 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1870858.875000 Penalty: 4794.174316
	Iteration 13Q: 3 clusters Score -1870859 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1871075.250000 Penalty: 4794.174316
	Iteration 14Q: 3 clusters Score -1871075 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1871176.875000 Penalty: 4794.174316
	Iteration 15Q: 3 clusters Score -1871177 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1871238.125000 Penalty: 4794.174316
	Iteration 16Q: 3 clusters Score -1871238 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1871276.875000 Penalty: 4794.174316
	Iteration 17Q: 3 clusters Score -1871277 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1871304.500000 Penalty: 4794.174316
	Iteration 18Q: 3 clusters Score -1871304 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1871325.375000 Penalty: 4794.174316
	Iteration 19Q: 3 clusters Score -1871325 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1871350.750000 Penalty: 4794.174316
	Iteration 20F: 3 clusters Score -1871351 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1871369.750000 Penalty: 4794.174316
	Iteration 21Q: 3 clusters Score -1871370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1871388.375000 Penalty: 4794.174316
	Iteration 22Q: 3 clusters Score -1871388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1871404.625000 Penalty: 4794.174316
	Iteration 23Q: 3 clusters Score -1871405 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1871405.875000 Penalty: 4794.174316
	Iteration 24Q: 3 clusters Score -1871406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1871426.750000 Penalty: 4794.174316
	Iteration 25Q: 3 clusters Score -1871427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1871434.375000 Penalty: 4794.174316
	Iteration 26Q: 3 clusters Score -1871434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1871447.625000 Penalty: 4794.174316
	Iteration 27Q: 3 clusters Score -1871448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1871450.000000 Penalty: 4794.174316
	Iteration 28Q: 3 clusters Score -1871450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1871459.500000 Penalty: 4794.174316
	Iteration 29Q: 3 clusters Score -1871460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1871459.250000 Penalty: 4794.174316
	Iteration 30Q: 3 clusters Score -1871459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1871471.625000 Penalty: 4794.174316
	Iteration 31Q: 3 clusters Score -1871472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1871472.875000 Penalty: 4794.174316
	Iteration 32Q: 3 clusters Score -1871473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1871477.875000 Penalty: 4794.174316
	Iteration 33Q: 3 clusters Score -1871478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1871482.875000 Penalty: 4794.174316
	Iteration 34Q: 3 clusters Score -1871483 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1871487.750000 Penalty: 4794.174316
	Iteration 35Q: 3 clusters Score -1871488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1871497.125000 Penalty: 4794.174316
	Iteration 36Q: 3 clusters Score -1871497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1871497.375000 Penalty: 4794.174316
	Iteration 37Q: 3 clusters Score -1871497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1871499.000000 Penalty: 4794.174316
	Iteration 38Q: 3 clusters Score -1871499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1871503.125000 Penalty: 4794.174316
	Iteration 39Q: 3 clusters Score -1871503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1871511.000000 Penalty: 4794.174316
	Iteration 40F: 3 clusters Score -1871511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1871517.250000 Penalty: 4794.174316
	Iteration 41Q: 3 clusters Score -1871517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1871519.250000 Penalty: 4794.174316
	Iteration 42Q: 3 clusters Score -1871519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1871523.125000 Penalty: 4794.174316
	Iteration 43Q: 3 clusters Score -1871523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1871527.125000 Penalty: 4794.174316
	Iteration 44Q: 3 clusters Score -1871527 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1871542.000000 Penalty: 4794.174316
	Iteration 45Q: 3 clusters Score -1871542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1871547.625000 Penalty: 4794.174316
	Iteration 46Q: 3 clusters Score -1871548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1871549.000000 Penalty: 4794.174316
	Iteration 47Q: 3 clusters Score -1871549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1871558.125000 Penalty: 4794.174316
	Iteration 48Q: 3 clusters Score -1871558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1871566.750000 Penalty: 4794.174316
	Iteration 49Q: 3 clusters Score -1871567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1871571.375000 Penalty: 4794.174316
	Iteration 50Q: 3 clusters Score -1871571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1871578.250000 Penalty: 4794.174316
	Iteration 51Q: 3 clusters Score -1871578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1871591.750000 Penalty: 4794.174316
	Iteration 52Q: 3 clusters Score -1871592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1871600.500000 Penalty: 4794.174316
	Iteration 53Q: 3 clusters Score -1871600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1871610.125000 Penalty: 4794.174316
	Iteration 54Q: 3 clusters Score -1871610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1871622.000000 Penalty: 4794.174316
	Iteration 55Q: 3 clusters Score -1871622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1871624.000000 Penalty: 4794.174316
	Iteration 56Q: 3 clusters Score -1871624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1871635.875000 Penalty: 4794.174316
	Iteration 57Q: 3 clusters Score -1871636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1871635.750000 Penalty: 4794.174316
	Iteration 58Q: 3 clusters Score -1871636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1871644.250000 Penalty: 4794.174316
	Iteration 59Q: 3 clusters Score -1871644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1871648.500000 Penalty: 4794.174316
	Iteration 60F: 3 clusters Score -1871648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1871647.500000 Penalty: 4794.174316
	Iteration 61Q: 3 clusters Score -1871648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1871653.125000 Penalty: 4794.174316
	Iteration 62Q: 3 clusters Score -1871653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1871661.375000 Penalty: 4794.174316
	Iteration 63Q: 3 clusters Score -1871661 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1871670.375000 Penalty: 4794.174316
	Iteration 64Q: 3 clusters Score -1871670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1871677.125000 Penalty: 4794.174316
	Iteration 65Q: 3 clusters Score -1871677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1871678.125000 Penalty: 4794.174316
	Iteration 66Q: 3 clusters Score -1871678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1871691.125000 Penalty: 4794.174316
	Iteration 67Q: 3 clusters Score -1871691 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1871696.750000 Penalty: 4794.174316
	Iteration 68Q: 3 clusters Score -1871697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1871715.625000 Penalty: 4794.174316
	Iteration 69Q: 3 clusters Score -1871716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1871723.375000 Penalty: 4794.174316
	Iteration 70Q: 3 clusters Score -1871723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1871725.500000 Penalty: 4794.174316
	Iteration 71Q: 3 clusters Score -1871726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1871728.625000 Penalty: 4794.174316
	Iteration 72Q: 3 clusters Score -1871729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1871732.625000 Penalty: 4794.174316
	Iteration 73Q: 3 clusters Score -1871733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1871735.625000 Penalty: 4794.174316
	Iteration 74Q: 3 clusters Score -1871736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1871738.500000 Penalty: 4794.174316
	Iteration 75Q: 3 clusters Score -1871738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1871749.875000 Penalty: 4794.174316
	Iteration 76Q: 3 clusters Score -1871750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1871748.750000 Penalty: 4794.174316
	Iteration 77Q: 3 clusters Score -1871749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1871756.750000 Penalty: 4794.174316
	Iteration 78Q: 3 clusters Score -1871757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1871756.125000 Penalty: 4794.174316
	Iteration 79Q: 3 clusters Score -1871756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1871764.125000 Penalty: 4794.174316
	Iteration 80F: 3 clusters Score -1871764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1871767.500000 Penalty: 4794.174316
	Iteration 81Q: 3 clusters Score -1871768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1871767.250000 Penalty: 4794.174316
	Iteration 82Q: 3 clusters Score -1871767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1871771.625000 Penalty: 4794.174316
	Iteration 83Q: 3 clusters Score -1871772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1871777.250000 Penalty: 4794.174316
	Iteration 84Q: 3 clusters Score -1871777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1871776.500000 Penalty: 4794.174316
	Iteration 85Q: 3 clusters Score -1871776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1871777.125000 Penalty: 4794.174316
	Iteration 86Q: 3 clusters Score -1871777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1871774.000000 Penalty: 4794.174316
	Iteration 87Q: 3 clusters Score -1871774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1871777.625000 Penalty: 4794.174316
	Iteration 88Q: 3 clusters Score -1871778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1871783.125000 Penalty: 4794.174316
	Iteration 89Q: 3 clusters Score -1871783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1871785.125000 Penalty: 4794.174316
	Iteration 90Q: 3 clusters Score -1871785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1871786.250000 Penalty: 4794.174316
	Iteration 91Q: 3 clusters Score -1871786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1871786.625000 Penalty: 4794.174316
	Iteration 92Q: 3 clusters Score -1871787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1871789.000000 Penalty: 4794.174316
	Iteration 93Q: 3 clusters Score -1871789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1871787.250000 Penalty: 4794.174316
	Iteration 94Q: 3 clusters Score -1871787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1871786.125000 Penalty: 4794.174316
	Iteration 95Q: 3 clusters Score -1871786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1871787.375000 Penalty: 4794.174316
	Iteration 96Q: 3 clusters Score -1871787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1871789.500000 Penalty: 4794.174316
	Iteration 97Q: 3 clusters Score -1871790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1871794.125000 Penalty: 4794.174316
	Iteration 98Q: 3 clusters Score -1871794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1871798.000000 Penalty: 4794.174316
	Iteration 99Q: 3 clusters Score -1871798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1871794.625000 Penalty: 4794.174316
	Iteration 100F: 3 clusters Score -1871795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1871797.875000 Penalty: 4794.174316
	Iteration 101Q: 3 clusters Score -1871798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1871798.500000 Penalty: 4794.174316
	Iteration 102Q: 3 clusters Score -1871798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1871800.750000 Penalty: 4794.174316
	Iteration 103Q: 3 clusters Score -1871801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1871805.000000 Penalty: 4794.174316
	Iteration 104Q: 3 clusters Score -1871805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1871808.250000 Penalty: 4794.174316
	Iteration 105Q: 3 clusters Score -1871808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1871811.750000 Penalty: 4794.174316
	Iteration 106Q: 3 clusters Score -1871812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1871812.750000 Penalty: 4794.174316
	Iteration 107Q: 3 clusters Score -1871813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1871820.000000 Penalty: 4794.174316
	Iteration 108Q: 3 clusters Score -1871820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1871822.625000 Penalty: 4794.174316
	Iteration 109Q: 3 clusters Score -1871823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1871824.500000 Penalty: 4794.174316
	Iteration 110Q: 3 clusters Score -1871824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1871830.250000 Penalty: 4794.174316
	Iteration 111Q: 3 clusters Score -1871830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1871831.625000 Penalty: 4794.174316
	Iteration 112Q: 3 clusters Score -1871832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1871834.500000 Penalty: 4794.174316
	Iteration 113Q: 3 clusters Score -1871834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1871840.250000 Penalty: 4794.174316
	Iteration 114Q: 3 clusters Score -1871840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1871840.875000 Penalty: 4794.174316
	Iteration 115Q: 3 clusters Score -1871841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1871844.375000 Penalty: 4794.174316
	Iteration 116Q: 3 clusters Score -1871844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1871852.125000 Penalty: 4794.174316
	Iteration 117Q: 3 clusters Score -1871852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1871853.375000 Penalty: 4794.174316
	Iteration 118Q: 3 clusters Score -1871853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1871857.875000 Penalty: 4794.174316
	Iteration 119Q: 3 clusters Score -1871858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1871862.625000 Penalty: 4794.174316
	Iteration 120F: 3 clusters Score -1871863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1871868.125000 Penalty: 4794.174316
	Iteration 121Q: 3 clusters Score -1871868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1871871.750000 Penalty: 4794.174316
	Iteration 122Q: 3 clusters Score -1871872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1871876.750000 Penalty: 4794.174316
	Iteration 123Q: 3 clusters Score -1871877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1871877.375000 Penalty: 4794.174316
	Iteration 124Q: 3 clusters Score -1871877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1871887.750000 Penalty: 4794.174316
	Iteration 125Q: 3 clusters Score -1871888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1871893.125000 Penalty: 4794.174316
	Iteration 126Q: 3 clusters Score -1871893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1871897.375000 Penalty: 4794.174316
	Iteration 127Q: 3 clusters Score -1871897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1871899.625000 Penalty: 4794.174316
	Iteration 128Q: 3 clusters Score -1871900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1871901.625000 Penalty: 4794.174316
	Iteration 129Q: 3 clusters Score -1871902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1871906.875000 Penalty: 4794.174316
	Iteration 130Q: 3 clusters Score -1871907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1871912.375000 Penalty: 4794.174316
	Iteration 131Q: 3 clusters Score -1871912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1871909.000000 Penalty: 4794.174316
	Iteration 132Q: 3 clusters Score -1871909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1871919.000000 Penalty: 4794.174316
	Iteration 133Q: 3 clusters Score -1871919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1871925.250000 Penalty: 4794.174316
	Iteration 134Q: 3 clusters Score -1871925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1871929.375000 Penalty: 4794.174316
	Iteration 135Q: 3 clusters Score -1871929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1871933.250000 Penalty: 4794.174316
	Iteration 136Q: 3 clusters Score -1871933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1871938.250000 Penalty: 4794.174316
	Iteration 137Q: 3 clusters Score -1871938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1871945.875000 Penalty: 4794.174316
	Iteration 138Q: 3 clusters Score -1871946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1871954.500000 Penalty: 4794.174316
	Iteration 139Q: 3 clusters Score -1871954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1871957.250000 Penalty: 4794.174316
	Iteration 140F: 3 clusters Score -1871957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1871957.875000 Penalty: 4794.174316
	Iteration 141Q: 3 clusters Score -1871958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1871962.125000 Penalty: 4794.174316
	Iteration 142Q: 3 clusters Score -1871962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1871968.625000 Penalty: 4794.174316
	Iteration 143Q: 3 clusters Score -1871969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1871971.250000 Penalty: 4794.174316
	Iteration 144Q: 3 clusters Score -1871971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1871972.000000 Penalty: 4794.174316
	Iteration 145Q: 3 clusters Score -1871972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1871974.250000 Penalty: 4794.174316
	Iteration 146Q: 3 clusters Score -1871974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1871974.500000 Penalty: 4794.174316
	Iteration 147Q: 3 clusters Score -1871974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1871980.625000 Penalty: 4794.174316
	Iteration 148Q: 3 clusters Score -1871981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1871986.250000 Penalty: 4794.174316
	Iteration 149Q: 3 clusters Score -1871986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1871985.625000 Penalty: 4794.174316
	Iteration 150Q: 3 clusters Score -1871986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1871993.625000 Penalty: 4794.174316
	Iteration 151Q: 3 clusters Score -1871994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1871997.625000 Penalty: 4794.174316
	Iteration 152Q: 3 clusters Score -1871998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1872006.625000 Penalty: 4794.174316
	Iteration 153Q: 3 clusters Score -1872007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1872010.000000 Penalty: 4794.174316
	Iteration 154Q: 3 clusters Score -1872010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1872011.875000 Penalty: 4794.174316
	Iteration 155Q: 3 clusters Score -1872012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1872014.375000 Penalty: 4794.174316
	Iteration 156Q: 3 clusters Score -1872014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1872021.750000 Penalty: 4794.174316
	Iteration 157Q: 3 clusters Score -1872022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1872025.625000 Penalty: 4794.174316
	Iteration 158Q: 3 clusters Score -1872026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1872029.125000 Penalty: 4794.174316
	Iteration 159Q: 3 clusters Score -1872029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1872036.125000 Penalty: 4794.174316
	Iteration 160F: 3 clusters Score -1872036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1872042.000000 Penalty: 4794.174316
	Iteration 161Q: 3 clusters Score -1872042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1872044.125000 Penalty: 4794.174316
	Iteration 162Q: 3 clusters Score -1872044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1872049.375000 Penalty: 4794.174316
	Iteration 163Q: 3 clusters Score -1872049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1872058.250000 Penalty: 4794.174316
	Iteration 164Q: 3 clusters Score -1872058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1872065.250000 Penalty: 4794.174316
	Iteration 165Q: 3 clusters Score -1872065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1872072.625000 Penalty: 4794.174316
	Iteration 166Q: 3 clusters Score -1872073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1872072.750000 Penalty: 4794.174316
	Iteration 167Q: 3 clusters Score -1872073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1872073.375000 Penalty: 4794.174316
	Iteration 168Q: 3 clusters Score -1872073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1872075.500000 Penalty: 4794.174316
	Iteration 169Q: 3 clusters Score -1872076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1872078.125000 Penalty: 4794.174316
	Iteration 170Q: 3 clusters Score -1872078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1872078.625000 Penalty: 4794.174316
	Iteration 171Q: 3 clusters Score -1872079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1872079.750000 Penalty: 4794.174316
	Iteration 172Q: 3 clusters Score -1872080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1872082.125000 Penalty: 4794.174316
	Iteration 173Q: 3 clusters Score -1872082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1872082.625000 Penalty: 4794.174316
	Iteration 174Q: 3 clusters Score -1872083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1872078.250000 Penalty: 4794.174316
	Iteration 175Q: 3 clusters Score -1872078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1872081.750000 Penalty: 4794.174316
	Iteration 176Q: 3 clusters Score -1872082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1872085.500000 Penalty: 4794.174316
	Iteration 177Q: 3 clusters Score -1872086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1872084.875000 Penalty: 4794.174316
	Iteration 178Q: 3 clusters Score -1872085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1872087.500000 Penalty: 4794.174316
	Iteration 179Q: 3 clusters Score -1872088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1872087.875000 Penalty: 4794.174316
	Iteration 180F: 3 clusters Score -1872088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1872091.500000 Penalty: 4794.174316
	Iteration 181Q: 3 clusters Score -1872092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1872093.125000 Penalty: 4794.174316
	Iteration 182Q: 3 clusters Score -1872093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1872094.250000 Penalty: 4794.174316
	Iteration 183Q: 3 clusters Score -1872094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1872095.625000 Penalty: 4794.174316
	Iteration 184Q: 3 clusters Score -1872096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1872098.875000 Penalty: 4794.174316
	Iteration 185Q: 3 clusters Score -1872099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1872101.000000 Penalty: 4794.174316
	Iteration 186Q: 3 clusters Score -1872101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1872098.875000 Penalty: 4794.174316
	Iteration 187Q: 3 clusters Score -1872099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1872107.750000 Penalty: 4794.174316
	Iteration 188Q: 3 clusters Score -1872108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1872105.000000 Penalty: 4794.174316
	Iteration 189Q: 3 clusters Score -1872105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1872106.250000 Penalty: 4794.174316
	Iteration 190Q: 3 clusters Score -1872106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1872105.125000 Penalty: 4794.174316
	Iteration 191Q: 3 clusters Score -1872105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1872107.500000 Penalty: 4794.174316
	Iteration 192Q: 3 clusters Score -1872108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1872109.875000 Penalty: 4794.174316
	Iteration 193Q: 3 clusters Score -1872110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1872109.750000 Penalty: 4794.174316
	Iteration 194Q: 3 clusters Score -1872110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1872110.250000 Penalty: 4794.174316
	Iteration 195Q: 3 clusters Score -1872110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1872113.375000 Penalty: 4794.174316
	Iteration 196Q: 3 clusters Score -1872113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1872112.875000 Penalty: 4794.174316
	Iteration 197Q: 3 clusters Score -1872113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1872112.875000 Penalty: 4794.174316
	Iteration 198F: 3 clusters Score -1872113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Entering Unmasked Estep 
Score: -1015804.500000 Penalty: 2244.267822
	Iteration 0F: 2 clusters Score -1015804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1009069.000000 Penalty: 4488.535645
	Iteration 0F: 3 clusters Score -1009069 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1010978.250000 Penalty: 4488.535645
	Iteration 1F: 3 clusters Score -1010978 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1011305.687500 Penalty: 4488.535645
	Iteration 2F: 3 clusters Score -1011306 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1011570.375000 Penalty: 4488.535645
	Iteration 3F: 3 clusters Score -1011570 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1011780.437500 Penalty: 4488.535645
	Iteration 4Q: 3 clusters Score -1011780 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1011995.000000 Penalty: 4488.535645
	Iteration 5Q: 3 clusters Score -1011995 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1012234.875000 Penalty: 4488.535645
	Iteration 6Q: 3 clusters Score -1012235 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1012477.500000 Penalty: 4488.535645
	Iteration 7Q: 3 clusters Score -1012478 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1012736.437500 Penalty: 4488.535645
	Iteration 8Q: 3 clusters Score -1012736 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1013003.375000 Penalty: 4488.535645
	Iteration 9Q: 3 clusters Score -1013003 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1013308.500000 Penalty: 4488.535645
	Iteration 10Q: 3 clusters Score -1013308 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1013597.812500 Penalty: 4488.535645
	Iteration 11Q: 3 clusters Score -1013598 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1013804.687500 Penalty: 4488.535645
	Iteration 12Q: 3 clusters Score -1013805 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1013940.312500 Penalty: 4488.535645
	Iteration 13Q: 3 clusters Score -1013940 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1014015.250000 Penalty: 4488.535645
	Iteration 14Q: 3 clusters Score -1014015 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1014053.562500 Penalty: 4488.535645
	Iteration 15Q: 3 clusters Score -1014054 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1014079.500000 Penalty: 4488.535645
	Iteration 16Q: 3 clusters Score -1014080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1014094.125000 Penalty: 4488.535645
	Iteration 17Q: 3 clusters Score -1014094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1014102.187500 Penalty: 4488.535645
	Iteration 18Q: 3 clusters Score -1014102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1014110.625000 Penalty: 4488.535645
	Iteration 19Q: 3 clusters Score -1014111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1014115.125000 Penalty: 4488.535645
	Iteration 20F: 3 clusters Score -1014115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1014119.062500 Penalty: 4488.535645
	Iteration 21Q: 3 clusters Score -1014119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1014119.437500 Penalty: 4488.535645
	Iteration 22Q: 3 clusters Score -1014119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1014123.500000 Penalty: 4488.535645
	Iteration 23Q: 3 clusters Score -1014124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1014124.937500 Penalty: 4488.535645
	Iteration 24Q: 3 clusters Score -1014125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1014125.312500 Penalty: 4488.535645
	Iteration 25Q: 3 clusters Score -1014125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1014124.812500 Penalty: 4488.535645
	Iteration 26Q: 3 clusters Score -1014125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1014126.875000 Penalty: 4488.535645
	Iteration 27Q: 3 clusters Score -1014127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1014123.250000 Penalty: 4488.535645
	Iteration 28Q: 3 clusters Score -1014123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1014125.750000 Penalty: 4488.535645
	Iteration 29Q: 3 clusters Score -1014126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1014125.875000 Penalty: 4488.535645
	Iteration 30Q: 3 clusters Score -1014126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1014125.875000 Penalty: 4488.535645
	Iteration 31F: 3 clusters Score -1014126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (56798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Entering Unmasked Estep 
Score: -6740911.000000 Penalty: 2714.919434
	Iteration 0F: 2 clusters Score -6740911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -6702760.000000 Penalty: 5429.838867
	Iteration 0F: 3 clusters Score -6702760 nChanged 26517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -6718179.500000 Penalty: 5429.838867
	Iteration 1F: 3 clusters Score -6718180 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -6719330.500000 Penalty: 5429.838867
	Iteration 2Q: 3 clusters Score -6719330 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -6720827.000000 Penalty: 5429.838867
	Iteration 3F: 3 clusters Score -6720827 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -6722337.000000 Penalty: 5429.838867
	Iteration 4F: 3 clusters Score -6722337 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -6723879.000000 Penalty: 5429.838867
	Iteration 5F: 3 clusters Score -6723879 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -6725292.500000 Penalty: 5429.838867
	Iteration 6F: 3 clusters Score -6725292 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -6726481.000000 Penalty: 5429.838867
	Iteration 7Q: 3 clusters Score -6726481 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -6727514.000000 Penalty: 5429.838867
	Iteration 8Q: 3 clusters Score -6727514 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -6728513.000000 Penalty: 5429.838867
	Iteration 9Q: 3 clusters Score -6728513 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -6729512.000000 Penalty: 5429.838867
	Iteration 10Q: 3 clusters Score -6729512 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -6730574.000000 Penalty: 5429.838867
	Iteration 11Q: 3 clusters Score -6730574 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -6731756.500000 Penalty: 5429.838867
	Iteration 12Q: 3 clusters Score -6731756 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -6733049.000000 Penalty: 5429.838867
	Iteration 13Q: 3 clusters Score -6733049 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -6734275.500000 Penalty: 5429.838867
	Iteration 14Q: 3 clusters Score -6734276 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -6735453.500000 Penalty: 5429.838867
	Iteration 15Q: 3 clusters Score -6735454 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -6736430.000000 Penalty: 5429.838867
	Iteration 16Q: 3 clusters Score -6736430 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -6737267.500000 Penalty: 5429.838867
	Iteration 17Q: 3 clusters Score -6737268 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -6737857.500000 Penalty: 5429.838867
	Iteration 18Q: 3 clusters Score -6737858 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -6738399.000000 Penalty: 5429.838867
	Iteration 19Q: 3 clusters Score -6738399 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -6738906.500000 Penalty: 5429.838867
	Iteration 20F: 3 clusters Score -6738906 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -6739451.000000 Penalty: 5429.838867
	Iteration 21Q: 3 clusters Score -6739451 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -6739771.500000 Penalty: 5429.838867
	Iteration 22Q: 3 clusters Score -6739772 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -6739895.500000 Penalty: 5429.838867
	Iteration 23Q: 3 clusters Score -6739896 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -6739957.500000 Penalty: 5429.838867
	Iteration 24Q: 3 clusters Score -6739958 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -6739990.500000 Penalty: 5429.838867
	Iteration 25Q: 3 clusters Score -6739990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -6740016.500000 Penalty: 5429.838867
	Iteration 26Q: 3 clusters Score -6740016 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -6740027.000000 Penalty: 5429.838867
	Iteration 27Q: 3 clusters Score -6740027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -6740031.000000 Penalty: 5429.838867
	Iteration 28Q: 3 clusters Score -6740031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -6740039.500000 Penalty: 5429.838867
	Iteration 29Q: 3 clusters Score -6740040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -6740051.500000 Penalty: 5429.838867
	Iteration 30Q: 3 clusters Score -6740052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -6740064.000000 Penalty: 5429.838867
	Iteration 31Q: 3 clusters Score -6740064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -6740064.500000 Penalty: 5429.838867
	Iteration 32Q: 3 clusters Score -6740064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -6740046.000000 Penalty: 5429.838867
	Iteration 33Q: 3 clusters Score -6740046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -6740044.500000 Penalty: 5429.838867
	Iteration 34Q: 3 clusters Score -6740044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -6740035.000000 Penalty: 5429.838867
	Iteration 35Q: 3 clusters Score -6740035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -6740035.500000 Penalty: 5429.838867
	Iteration 36Q: 3 clusters Score -6740036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -6740032.500000 Penalty: 5429.838867
	Iteration 37Q: 3 clusters Score -6740032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -6740044.500000 Penalty: 5429.838867
	Iteration 38Q: 3 clusters Score -6740044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -6740041.500000 Penalty: 5429.838867
	Iteration 39Q: 3 clusters Score -6740042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -6740044.000000 Penalty: 5429.838867
	Iteration 40F: 3 clusters Score -6740044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -6740043.500000 Penalty: 5429.838867
	Iteration 41Q: 3 clusters Score -6740044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -6740047.500000 Penalty: 5429.838867
	Iteration 42Q: 3 clusters Score -6740048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -6740059.500000 Penalty: 5429.838867
	Iteration 43Q: 3 clusters Score -6740060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -6740042.000000 Penalty: 5429.838867
	Iteration 44Q: 3 clusters Score -6740042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -6740044.000000 Penalty: 5429.838867
	Iteration 45Q: 3 clusters Score -6740044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -6740044.000000 Penalty: 5429.838867
	Iteration 46Q: 3 clusters Score -6740044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -6740043.000000 Penalty: 5429.838867
	Iteration 47Q: 3 clusters Score -6740043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -6740043.000000 Penalty: 5429.838867
	Iteration 48F: 3 clusters Score -6740043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Entering Unmasked Estep 
Score: -1877285.125000 Penalty: 2395.208252
	Iteration 0F: 2 clusters Score -1877285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1865971.625000 Penalty: 4790.416504
	Iteration 0F: 3 clusters Score -1865972 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1869580.875000 Penalty: 4790.416504
	Iteration 1F: 3 clusters Score -1869581 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1869910.000000 Penalty: 4790.416504
	Iteration 2F: 3 clusters Score -1869910 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1870206.000000 Penalty: 4790.416504
	Iteration 3Q: 3 clusters Score -1870206 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1870493.125000 Penalty: 4790.416504
	Iteration 4Q: 3 clusters Score -1870493 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1870789.500000 Penalty: 4790.416504
	Iteration 5Q: 3 clusters Score -1870790 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1871160.500000 Penalty: 4790.416504
	Iteration 6Q: 3 clusters Score -1871160 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1871586.500000 Penalty: 4790.416504
	Iteration 7Q: 3 clusters Score -1871586 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1872076.625000 Penalty: 4790.416504
	Iteration 8Q: 3 clusters Score -1872077 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1872642.000000 Penalty: 4790.416504
	Iteration 9F: 3 clusters Score -1872642 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1873208.750000 Penalty: 4790.416504
	Iteration 10Q: 3 clusters Score -1873209 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1873730.125000 Penalty: 4790.416504
	Iteration 11Q: 3 clusters Score -1873730 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1874197.000000 Penalty: 4790.416504
	Iteration 12Q: 3 clusters Score -1874197 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1874513.250000 Penalty: 4790.416504
	Iteration 13Q: 3 clusters Score -1874513 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1874719.500000 Penalty: 4790.416504
	Iteration 14Q: 3 clusters Score -1874720 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1874869.625000 Penalty: 4790.416504
	Iteration 15Q: 3 clusters Score -1874870 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1874975.375000 Penalty: 4790.416504
	Iteration 16Q: 3 clusters Score -1874975 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1875050.625000 Penalty: 4790.416504
	Iteration 17Q: 3 clusters Score -1875051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1875108.125000 Penalty: 4790.416504
	Iteration 18Q: 3 clusters Score -1875108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1875153.500000 Penalty: 4790.416504
	Iteration 19Q: 3 clusters Score -1875154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1875170.375000 Penalty: 4790.416504
	Iteration 20F: 3 clusters Score -1875170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1875182.375000 Penalty: 4790.416504
	Iteration 21Q: 3 clusters Score -1875182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1875191.250000 Penalty: 4790.416504
	Iteration 22Q: 3 clusters Score -1875191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1875206.250000 Penalty: 4790.416504
	Iteration 23Q: 3 clusters Score -1875206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1875221.375000 Penalty: 4790.416504
	Iteration 24Q: 3 clusters Score -1875221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1875236.375000 Penalty: 4790.416504
	Iteration 25Q: 3 clusters Score -1875236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1875242.375000 Penalty: 4790.416504
	Iteration 26Q: 3 clusters Score -1875242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1875250.000000 Penalty: 4790.416504
	Iteration 27Q: 3 clusters Score -1875250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1875256.250000 Penalty: 4790.416504
	Iteration 28Q: 3 clusters Score -1875256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1875261.375000 Penalty: 4790.416504
	Iteration 29Q: 3 clusters Score -1875261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1875266.750000 Penalty: 4790.416504
	Iteration 30Q: 3 clusters Score -1875267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1875273.750000 Penalty: 4790.416504
	Iteration 31Q: 3 clusters Score -1875274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1875271.375000 Penalty: 4790.416504
	Iteration 32Q: 3 clusters Score -1875271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1875277.250000 Penalty: 4790.416504
	Iteration 33Q: 3 clusters Score -1875277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1875277.000000 Penalty: 4790.416504
	Iteration 34Q: 3 clusters Score -1875277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1875278.250000 Penalty: 4790.416504
	Iteration 35Q: 3 clusters Score -1875278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1875277.875000 Penalty: 4790.416504
	Iteration 36Q: 3 clusters Score -1875278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1875277.875000 Penalty: 4790.416504
	Iteration 37Q: 3 clusters Score -1875278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1875277.875000 Penalty: 4790.416504
	Iteration 38F: 3 clusters Score -1875278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Entering Unmasked Estep 
Score: -4758466.500000 Penalty: 2636.203369
	Iteration 0F: 2 clusters Score -4758466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -4730568.000000 Penalty: 5272.406738
	Iteration 0F: 3 clusters Score -4730568 nChanged 18781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4741001.500000 Penalty: 5272.406738
	Iteration 1F: 3 clusters Score -4741002 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -4741550.000000 Penalty: 5272.406738
	Iteration 2Q: 3 clusters Score -4741550 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -4742133.500000 Penalty: 5272.406738
	Iteration 3Q: 3 clusters Score -4742134 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -4742758.000000 Penalty: 5272.406738
	Iteration 4Q: 3 clusters Score -4742758 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4743483.000000 Penalty: 5272.406738
	Iteration 5Q: 3 clusters Score -4743483 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -4744410.500000 Penalty: 5272.406738
	Iteration 6Q: 3 clusters Score -4744410 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -4745467.000000 Penalty: 5272.406738
	Iteration 7Q: 3 clusters Score -4745467 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -4746462.000000 Penalty: 5272.406738
	Iteration 8Q: 3 clusters Score -4746462 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -4747509.000000 Penalty: 5272.406738
	Iteration 9Q: 3 clusters Score -4747509 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4748527.500000 Penalty: 5272.406738
	Iteration 10Q: 3 clusters Score -4748528 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -4749505.500000 Penalty: 5272.406738
	Iteration 11Q: 3 clusters Score -4749506 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -4750474.000000 Penalty: 5272.406738
	Iteration 12Q: 3 clusters Score -4750474 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -4751390.000000 Penalty: 5272.406738
	Iteration 13Q: 3 clusters Score -4751390 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -4752199.000000 Penalty: 5272.406738
	Iteration 14Q: 3 clusters Score -4752199 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -4752931.500000 Penalty: 5272.406738
	Iteration 15Q: 3 clusters Score -4752932 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -4753531.500000 Penalty: 5272.406738
	Iteration 16Q: 3 clusters Score -4753532 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -4754006.000000 Penalty: 5272.406738
	Iteration 17Q: 3 clusters Score -4754006 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -4754416.500000 Penalty: 5272.406738
	Iteration 18Q: 3 clusters Score -4754416 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -4754719.500000 Penalty: 5272.406738
	Iteration 19Q: 3 clusters Score -4754720 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -4755002.500000 Penalty: 5272.406738
	Iteration 20F: 3 clusters Score -4755002 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -4755232.000000 Penalty: 5272.406738
	Iteration 21Q: 3 clusters Score -4755232 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4755404.000000 Penalty: 5272.406738
	Iteration 22Q: 3 clusters Score -4755404 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4755561.000000 Penalty: 5272.406738
	Iteration 23Q: 3 clusters Score -4755561 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4755675.000000 Penalty: 5272.406738
	Iteration 24Q: 3 clusters Score -4755675 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4755769.000000 Penalty: 5272.406738
	Iteration 25Q: 3 clusters Score -4755769 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4755848.000000 Penalty: 5272.406738
	Iteration 26Q: 3 clusters Score -4755848 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4755912.000000 Penalty: 5272.406738
	Iteration 27Q: 3 clusters Score -4755912 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4755966.500000 Penalty: 5272.406738
	Iteration 28Q: 3 clusters Score -4755966 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4756018.000000 Penalty: 5272.406738
	Iteration 29Q: 3 clusters Score -4756018 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4756050.500000 Penalty: 5272.406738
	Iteration 30Q: 3 clusters Score -4756050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4756086.000000 Penalty: 5272.406738
	Iteration 31Q: 3 clusters Score -4756086 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4756100.000000 Penalty: 5272.406738
	Iteration 32Q: 3 clusters Score -4756100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4756134.000000 Penalty: 5272.406738
	Iteration 33Q: 3 clusters Score -4756134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4756154.500000 Penalty: 5272.406738
	Iteration 34Q: 3 clusters Score -4756154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4756172.500000 Penalty: 5272.406738
	Iteration 35Q: 3 clusters Score -4756172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4756204.500000 Penalty: 5272.406738
	Iteration 36Q: 3 clusters Score -4756204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4756230.000000 Penalty: 5272.406738
	Iteration 37Q: 3 clusters Score -4756230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4756263.000000 Penalty: 5272.406738
	Iteration 38Q: 3 clusters Score -4756263 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4756280.000000 Penalty: 5272.406738
	Iteration 39Q: 3 clusters Score -4756280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4756319.500000 Penalty: 5272.406738
	Iteration 40F: 3 clusters Score -4756320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4756329.500000 Penalty: 5272.406738
	Iteration 41Q: 3 clusters Score -4756330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4756353.500000 Penalty: 5272.406738
	Iteration 42Q: 3 clusters Score -4756354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4756356.500000 Penalty: 5272.406738
	Iteration 43Q: 3 clusters Score -4756356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4756368.000000 Penalty: 5272.406738
	Iteration 44Q: 3 clusters Score -4756368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4756376.000000 Penalty: 5272.406738
	Iteration 45Q: 3 clusters Score -4756376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4756387.500000 Penalty: 5272.406738
	Iteration 46Q: 3 clusters Score -4756388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4756392.000000 Penalty: 5272.406738
	Iteration 47Q: 3 clusters Score -4756392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4756396.500000 Penalty: 5272.406738
	Iteration 48Q: 3 clusters Score -4756396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4756405.500000 Penalty: 5272.406738
	Iteration 49Q: 3 clusters Score -4756406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4756408.000000 Penalty: 5272.406738
	Iteration 50Q: 3 clusters Score -4756408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4756411.000000 Penalty: 5272.406738
	Iteration 51Q: 3 clusters Score -4756411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4756412.000000 Penalty: 5272.406738
	Iteration 52Q: 3 clusters Score -4756412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4756414.500000 Penalty: 5272.406738
	Iteration 53Q: 3 clusters Score -4756414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4756409.500000 Penalty: 5272.406738
	Iteration 54Q: 3 clusters Score -4756410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4756414.500000 Penalty: 5272.406738
	Iteration 55Q: 3 clusters Score -4756414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4756413.500000 Penalty: 5272.406738
	Iteration 56Q: 3 clusters Score -4756414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4756415.500000 Penalty: 5272.406738
	Iteration 57Q: 3 clusters Score -4756416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4756422.000000 Penalty: 5272.406738
	Iteration 58Q: 3 clusters Score -4756422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4756418.500000 Penalty: 5272.406738
	Iteration 59Q: 3 clusters Score -4756418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4756414.500000 Penalty: 5272.406738
	Iteration 60F: 3 clusters Score -4756414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4756412.500000 Penalty: 5272.406738
	Iteration 61Q: 3 clusters Score -4756412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4756422.000000 Penalty: 5272.406738
	Iteration 62Q: 3 clusters Score -4756422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4756420.500000 Penalty: 5272.406738
	Iteration 63Q: 3 clusters Score -4756420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4756422.500000 Penalty: 5272.406738
	Iteration 64Q: 3 clusters Score -4756422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4756423.000000 Penalty: 5272.406738
	Iteration 65Q: 3 clusters Score -4756423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4756422.500000 Penalty: 5272.406738
	Iteration 66Q: 3 clusters Score -4756422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4756419.500000 Penalty: 5272.406738
	Iteration 67Q: 3 clusters Score -4756420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4756422.000000 Penalty: 5272.406738
	Iteration 68Q: 3 clusters Score -4756422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4756426.500000 Penalty: 5272.406738
	Iteration 69Q: 3 clusters Score -4756426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4756426.500000 Penalty: 5272.406738
	Iteration 70Q: 3 clusters Score -4756426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4756424.000000 Penalty: 5272.406738
	Iteration 71Q: 3 clusters Score -4756424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4756429.000000 Penalty: 5272.406738
	Iteration 72Q: 3 clusters Score -4756429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4756424.000000 Penalty: 5272.406738
	Iteration 73Q: 3 clusters Score -4756424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4756424.000000 Penalty: 5272.406738
	Iteration 74Q: 3 clusters Score -4756424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4756422.500000 Penalty: 5272.406738
	Iteration 75Q: 3 clusters Score -4756422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4756422.000000 Penalty: 5272.406738
	Iteration 76Q: 3 clusters Score -4756422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4756431.000000 Penalty: 5272.406738
	Iteration 77Q: 3 clusters Score -4756431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4756432.500000 Penalty: 5272.406738
	Iteration 78Q: 3 clusters Score -4756432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4756430.000000 Penalty: 5272.406738
	Iteration 79Q: 3 clusters Score -4756430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4756433.000000 Penalty: 5272.406738
	Iteration 80F: 3 clusters Score -4756433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4756434.500000 Penalty: 5272.406738
	Iteration 81Q: 3 clusters Score -4756434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4756434.000000 Penalty: 5272.406738
	Iteration 82Q: 3 clusters Score -4756434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4756434.000000 Penalty: 5272.406738
	Iteration 83Q: 3 clusters Score -4756434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4756438.000000 Penalty: 5272.406738
	Iteration 84Q: 3 clusters Score -4756438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4756438.000000 Penalty: 5272.406738
	Iteration 85Q: 3 clusters Score -4756438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4756439.500000 Penalty: 5272.406738
	Iteration 86Q: 3 clusters Score -4756440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4756439.500000 Penalty: 5272.406738
	Iteration 87F: 3 clusters Score -4756440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Entering Unmasked Estep 
Score: -1292684.375000 Penalty: 2309.620850
	Iteration 0F: 2 clusters Score -1292684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1284385.250000 Penalty: 4619.241699
	Iteration 0F: 3 clusters Score -1284385 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1287012.250000 Penalty: 4619.241699
	Iteration 1F: 3 clusters Score -1287012 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1287570.625000 Penalty: 4619.241699
	Iteration 2F: 3 clusters Score -1287571 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1288115.375000 Penalty: 4619.241699
	Iteration 3F: 3 clusters Score -1288115 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1288648.250000 Penalty: 4619.241699
	Iteration 4F: 3 clusters Score -1288648 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1289106.875000 Penalty: 4619.241699
	Iteration 5F: 3 clusters Score -1289107 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1289552.500000 Penalty: 4619.241699
	Iteration 6F: 3 clusters Score -1289552 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1290001.250000 Penalty: 4619.241699
	Iteration 7F: 3 clusters Score -1290001 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1290351.125000 Penalty: 4619.241699
	Iteration 8Q: 3 clusters Score -1290351 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1290547.250000 Penalty: 4619.241699
	Iteration 9Q: 3 clusters Score -1290547 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1290653.250000 Penalty: 4619.241699
	Iteration 10Q: 3 clusters Score -1290653 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1290735.875000 Penalty: 4619.241699
	Iteration 11Q: 3 clusters Score -1290736 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1290790.250000 Penalty: 4619.241699
	Iteration 12Q: 3 clusters Score -1290790 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1290821.875000 Penalty: 4619.241699
	Iteration 13Q: 3 clusters Score -1290822 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1290846.000000 Penalty: 4619.241699
	Iteration 14Q: 3 clusters Score -1290846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1290867.250000 Penalty: 4619.241699
	Iteration 15Q: 3 clusters Score -1290867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1290885.500000 Penalty: 4619.241699
	Iteration 16Q: 3 clusters Score -1290886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1290898.500000 Penalty: 4619.241699
	Iteration 17Q: 3 clusters Score -1290898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1290913.000000 Penalty: 4619.241699
	Iteration 18Q: 3 clusters Score -1290913 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1290935.000000 Penalty: 4619.241699
	Iteration 19Q: 3 clusters Score -1290935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1290951.375000 Penalty: 4619.241699
	Iteration 20F: 3 clusters Score -1290951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1290962.625000 Penalty: 4619.241699
	Iteration 21Q: 3 clusters Score -1290963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1290979.000000 Penalty: 4619.241699
	Iteration 22Q: 3 clusters Score -1290979 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1290991.375000 Penalty: 4619.241699
	Iteration 23Q: 3 clusters Score -1290991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1291004.125000 Penalty: 4619.241699
	Iteration 24Q: 3 clusters Score -1291004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1291013.250000 Penalty: 4619.241699
	Iteration 25Q: 3 clusters Score -1291013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1291022.250000 Penalty: 4619.241699
	Iteration 26Q: 3 clusters Score -1291022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1291029.500000 Penalty: 4619.241699
	Iteration 27Q: 3 clusters Score -1291030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1291044.000000 Penalty: 4619.241699
	Iteration 28Q: 3 clusters Score -1291044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1291054.250000 Penalty: 4619.241699
	Iteration 29Q: 3 clusters Score -1291054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1291060.750000 Penalty: 4619.241699
	Iteration 30Q: 3 clusters Score -1291061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1291064.375000 Penalty: 4619.241699
	Iteration 31Q: 3 clusters Score -1291064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1291066.750000 Penalty: 4619.241699
	Iteration 32Q: 3 clusters Score -1291067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1291069.250000 Penalty: 4619.241699
	Iteration 33Q: 3 clusters Score -1291069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1291069.250000 Penalty: 4619.241699
	Iteration 34Q: 3 clusters Score -1291069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1291070.625000 Penalty: 4619.241699
	Iteration 35Q: 3 clusters Score -1291071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1291071.375000 Penalty: 4619.241699
	Iteration 36Q: 3 clusters Score -1291071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1291073.500000 Penalty: 4619.241699
	Iteration 37Q: 3 clusters Score -1291074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1291073.500000 Penalty: 4619.241699
	Iteration 38F: 3 clusters Score -1291074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (138006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138006 members 
Entering Unmasked Estep 
Score: -16563394.000000 Penalty: 2935.093018
	Iteration 0F: 2 clusters Score -1.656339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -16470948.000000 Penalty: 5870.186035
	Iteration 0F: 3 clusters Score -1.647095e+07 nChanged 65802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -16509136.000000 Penalty: 5870.186035
	Iteration 1F: 3 clusters Score -1.650914e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 66597 members 
Entering Unmasked Estep 
Score: -16509685.000000 Penalty: 5870.186035
	Iteration 2Q: 3 clusters Score -1.650968e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -16510366.000000 Penalty: 5870.186035
	Iteration 3Q: 3 clusters Score -1.651037e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74740 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -16511143.000000 Penalty: 5870.186035
	Iteration 4Q: 3 clusters Score -1.651114e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -16512227.000000 Penalty: 5870.186035
	Iteration 5Q: 3 clusters Score -1.651223e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -16514301.000000 Penalty: 5870.186035
	Iteration 6Q: 3 clusters Score -1.65143e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88575 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -16517773.000000 Penalty: 5870.186035
	Iteration 7Q: 3 clusters Score -1.651777e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97608 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -16523742.000000 Penalty: 5870.186035
	Iteration 8F: 3 clusters Score -1.652374e+07 nChanged 11378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -16533237.000000 Penalty: 5870.186035
	Iteration 9F: 3 clusters Score -1.653324e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120882 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -16544631.000000 Penalty: 5870.186035
	Iteration 10F: 3 clusters Score -1.654463e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130049 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -16553334.000000 Penalty: 5870.186035
	Iteration 11F: 3 clusters Score -1.655333e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134991 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -16558097.000000 Penalty: 5870.186035
	Iteration 12Q: 3 clusters Score -1.65581e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136892 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -16559855.000000 Penalty: 5870.186035
	Iteration 13Q: 3 clusters Score -1.655986e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137450 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -16560381.000000 Penalty: 5870.186035
	Iteration 14Q: 3 clusters Score -1.656038e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137613 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -16560567.000000 Penalty: 5870.186035
	Iteration 15Q: 3 clusters Score -1.656057e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137664 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16560659.000000 Penalty: 5870.186035
	Iteration 16Q: 3 clusters Score -1.656066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137691 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -16560714.000000 Penalty: 5870.186035
	Iteration 17Q: 3 clusters Score -1.656071e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137708 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16560755.000000 Penalty: 5870.186035
	Iteration 18Q: 3 clusters Score -1.656076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137715 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16560783.000000 Penalty: 5870.186035
	Iteration 19Q: 3 clusters Score -1.656078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137721 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16560807.000000 Penalty: 5870.186035
	Iteration 20F: 3 clusters Score -1.656081e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137729 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16560817.000000 Penalty: 5870.186035
	Iteration 21Q: 3 clusters Score -1.656082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137727 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16560822.000000 Penalty: 5870.186035
	Iteration 22Q: 3 clusters Score -1.656082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137729 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16560823.000000 Penalty: 5870.186035
	Iteration 23Q: 3 clusters Score -1.656082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137728 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16560827.000000 Penalty: 5870.186035
	Iteration 24Q: 3 clusters Score -1.656083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137728 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16560827.000000 Penalty: 5870.186035
	Iteration 25F: 3 clusters Score -1.656083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -80564.523438 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -80564.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78898.164062 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -78898.16 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -79370.109375 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -79370.11 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -79611.179688 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -79611.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -79728.617188 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -79728.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -79827.078125 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -79827.08 nChanged 40
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: -79901.828125 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -79901.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -79932.562500 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -79932.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -79960.398438 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -79960.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -79992.039062 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -79992.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -80032.765625 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -80032.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -80070.664062 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -80070.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -80116.710938 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -80116.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -80144.617188 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -80144.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -80181.507812 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -80181.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -80206.960938 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -80206.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -80210.554688 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -80210.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -80215.937500 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -80215.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -80223.382812 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -80223.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -80227.843750 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -80227.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -80227.843750 Penalty: 3347.384766
	Iteration 19F: 3 clusters Score -80227.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Entering Unmasked Estep 
Score: -1026179.125000 Penalty: 2254.146973
	Iteration 0F: 2 clusters Score -1026179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1019238.750000 Penalty: 4508.293945
	Iteration 0F: 3 clusters Score -1019239 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1021247.062500 Penalty: 4508.293945
	Iteration 1F: 3 clusters Score -1021247 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1021652.187500 Penalty: 4508.293945
	Iteration 2F: 3 clusters Score -1021652 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1021965.187500 Penalty: 4508.293945
	Iteration 3F: 3 clusters Score -1021965 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1022185.125000 Penalty: 4508.293945
	Iteration 4Q: 3 clusters Score -1022185 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1022398.062500 Penalty: 4508.293945
	Iteration 5Q: 3 clusters Score -1022398 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1022636.625000 Penalty: 4508.293945
	Iteration 6Q: 3 clusters Score -1022637 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1022906.250000 Penalty: 4508.293945
	Iteration 7Q: 3 clusters Score -1022906 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1023209.250000 Penalty: 4508.293945
	Iteration 8Q: 3 clusters Score -1023209 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1023488.750000 Penalty: 4508.293945
	Iteration 9Q: 3 clusters Score -1023489 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1023735.125000 Penalty: 4508.293945
	Iteration 10Q: 3 clusters Score -1023735 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1023968.562500 Penalty: 4508.293945
	Iteration 11Q: 3 clusters Score -1023969 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1024159.187500 Penalty: 4508.293945
	Iteration 12Q: 3 clusters Score -1024159 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1024332.375000 Penalty: 4508.293945
	Iteration 13Q: 3 clusters Score -1024332 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1024472.687500 Penalty: 4508.293945
	Iteration 14Q: 3 clusters Score -1024473 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1024594.125000 Penalty: 4508.293945
	Iteration 15Q: 3 clusters Score -1024594 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1024678.375000 Penalty: 4508.293945
	Iteration 16Q: 3 clusters Score -1024678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1024741.812500 Penalty: 4508.293945
	Iteration 17Q: 3 clusters Score -1024742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1024774.250000 Penalty: 4508.293945
	Iteration 18Q: 3 clusters Score -1024774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1024803.562500 Penalty: 4508.293945
	Iteration 19Q: 3 clusters Score -1024804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1024826.812500 Penalty: 4508.293945
	Iteration 20F: 3 clusters Score -1024827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1024849.937500 Penalty: 4508.293945
	Iteration 21Q: 3 clusters Score -1024850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1024862.625000 Penalty: 4508.293945
	Iteration 22Q: 3 clusters Score -1024863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1024878.875000 Penalty: 4508.293945
	Iteration 23Q: 3 clusters Score -1024879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1024897.875000 Penalty: 4508.293945
	Iteration 24Q: 3 clusters Score -1024898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1024908.312500 Penalty: 4508.293945
	Iteration 25Q: 3 clusters Score -1024908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1024916.812500 Penalty: 4508.293945
	Iteration 26Q: 3 clusters Score -1024917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1024923.687500 Penalty: 4508.293945
	Iteration 27Q: 3 clusters Score -1024924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1024927.500000 Penalty: 4508.293945
	Iteration 28Q: 3 clusters Score -1024928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1024929.687500 Penalty: 4508.293945
	Iteration 29Q: 3 clusters Score -1024930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1024930.125000 Penalty: 4508.293945
	Iteration 30Q: 3 clusters Score -1024930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1024932.625000 Penalty: 4508.293945
	Iteration 31Q: 3 clusters Score -1024933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1024935.000000 Penalty: 4508.293945
	Iteration 32Q: 3 clusters Score -1024935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1024940.750000 Penalty: 4508.293945
	Iteration 33Q: 3 clusters Score -1024941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1024944.625000 Penalty: 4508.293945
	Iteration 34Q: 3 clusters Score -1024945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1024947.000000 Penalty: 4508.293945
	Iteration 35Q: 3 clusters Score -1024947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1024949.250000 Penalty: 4508.293945
	Iteration 36Q: 3 clusters Score -1024949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1024952.562500 Penalty: 4508.293945
	Iteration 37Q: 3 clusters Score -1024953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1024957.000000 Penalty: 4508.293945
	Iteration 38Q: 3 clusters Score -1024957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1024958.375000 Penalty: 4508.293945
	Iteration 39Q: 3 clusters Score -1024958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1024960.562500 Penalty: 4508.293945
	Iteration 40F: 3 clusters Score -1024961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1024963.750000 Penalty: 4508.293945
	Iteration 41Q: 3 clusters Score -1024964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1024967.375000 Penalty: 4508.293945
	Iteration 42Q: 3 clusters Score -1024967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1024975.937500 Penalty: 4508.293945
	Iteration 43Q: 3 clusters Score -1024976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1024989.687500 Penalty: 4508.293945
	Iteration 44Q: 3 clusters Score -1024990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1024994.312500 Penalty: 4508.293945
	Iteration 45Q: 3 clusters Score -1024994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1024998.562500 Penalty: 4508.293945
	Iteration 46Q: 3 clusters Score -1024999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1025002.500000 Penalty: 4508.293945
	Iteration 47Q: 3 clusters Score -1025002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1025003.625000 Penalty: 4508.293945
	Iteration 48Q: 3 clusters Score -1025004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1025007.562500 Penalty: 4508.293945
	Iteration 49Q: 3 clusters Score -1025008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1025015.250000 Penalty: 4508.293945
	Iteration 50Q: 3 clusters Score -1025015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1025019.687500 Penalty: 4508.293945
	Iteration 51Q: 3 clusters Score -1025020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1025022.562500 Penalty: 4508.293945
	Iteration 52Q: 3 clusters Score -1025023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1025025.625000 Penalty: 4508.293945
	Iteration 53Q: 3 clusters Score -1025026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1025027.375000 Penalty: 4508.293945
	Iteration 54Q: 3 clusters Score -1025027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1025027.375000 Penalty: 4508.293945
	Iteration 55F: 3 clusters Score -1025027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Entering Unmasked Estep 
Score: -726717.187500 Penalty: 2162.552734
	Iteration 0F: 2 clusters Score -726717.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -721451.375000 Penalty: 4325.105469
	Iteration 0F: 3 clusters Score -721451.4 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -722741.750000 Penalty: 4325.105469
	Iteration 1F: 3 clusters Score -722741.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -722937.812500 Penalty: 4325.105469
	Iteration 2F: 3 clusters Score -722937.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -723060.375000 Penalty: 4325.105469
	Iteration 3Q: 3 clusters Score -723060.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -723154.562500 Penalty: 4325.105469
	Iteration 4Q: 3 clusters Score -723154.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -723235.687500 Penalty: 4325.105469
	Iteration 5Q: 3 clusters Score -723235.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -723294.062500 Penalty: 4325.105469
	Iteration 6Q: 3 clusters Score -723294.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -723336.812500 Penalty: 4325.105469
	Iteration 7Q: 3 clusters Score -723336.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -723362.812500 Penalty: 4325.105469
	Iteration 8Q: 3 clusters Score -723362.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -723389.750000 Penalty: 4325.105469
	Iteration 9Q: 3 clusters Score -723389.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -723411.500000 Penalty: 4325.105469
	Iteration 10Q: 3 clusters Score -723411.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -723429.187500 Penalty: 4325.105469
	Iteration 11Q: 3 clusters Score -723429.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -723443.500000 Penalty: 4325.105469
	Iteration 12Q: 3 clusters Score -723443.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -723454.812500 Penalty: 4325.105469
	Iteration 13Q: 3 clusters Score -723454.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -723461.187500 Penalty: 4325.105469
	Iteration 14Q: 3 clusters Score -723461.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -723468.187500 Penalty: 4325.105469
	Iteration 15Q: 3 clusters Score -723468.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -723471.750000 Penalty: 4325.105469
	Iteration 16Q: 3 clusters Score -723471.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -723479.875000 Penalty: 4325.105469
	Iteration 17Q: 3 clusters Score -723479.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -723486.187500 Penalty: 4325.105469
	Iteration 18Q: 3 clusters Score -723486.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -723488.375000 Penalty: 4325.105469
	Iteration 19Q: 3 clusters Score -723488.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -723492.125000 Penalty: 4325.105469
	Iteration 20F: 3 clusters Score -723492.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -723494.687500 Penalty: 4325.105469
	Iteration 21Q: 3 clusters Score -723494.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -723498.000000 Penalty: 4325.105469
	Iteration 22Q: 3 clusters Score -723498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -723501.062500 Penalty: 4325.105469
	Iteration 23Q: 3 clusters Score -723501.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -723504.375000 Penalty: 4325.105469
	Iteration 24Q: 3 clusters Score -723504.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -723508.562500 Penalty: 4325.105469
	Iteration 25Q: 3 clusters Score -723508.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -723508.500000 Penalty: 4325.105469
	Iteration 26Q: 3 clusters Score -723508.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -723511.375000 Penalty: 4325.105469
	Iteration 27Q: 3 clusters Score -723511.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -723515.000000 Penalty: 4325.105469
	Iteration 28Q: 3 clusters Score -723515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -723518.375000 Penalty: 4325.105469
	Iteration 29Q: 3 clusters Score -723518.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -723519.750000 Penalty: 4325.105469
	Iteration 30Q: 3 clusters Score -723519.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -723522.000000 Penalty: 4325.105469
	Iteration 31Q: 3 clusters Score -723522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -723526.437500 Penalty: 4325.105469
	Iteration 32Q: 3 clusters Score -723526.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -723529.375000 Penalty: 4325.105469
	Iteration 33Q: 3 clusters Score -723529.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -723533.625000 Penalty: 4325.105469
	Iteration 34Q: 3 clusters Score -723533.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -723540.500000 Penalty: 4325.105469
	Iteration 35Q: 3 clusters Score -723540.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -723546.562500 Penalty: 4325.105469
	Iteration 36Q: 3 clusters Score -723546.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -723552.812500 Penalty: 4325.105469
	Iteration 37Q: 3 clusters Score -723552.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -723556.937500 Penalty: 4325.105469
	Iteration 38Q: 3 clusters Score -723556.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -723560.625000 Penalty: 4325.105469
	Iteration 39Q: 3 clusters Score -723560.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -723563.750000 Penalty: 4325.105469
	Iteration 40F: 3 clusters Score -723563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -723565.500000 Penalty: 4325.105469
	Iteration 41Q: 3 clusters Score -723565.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -723567.562500 Penalty: 4325.105469
	Iteration 42Q: 3 clusters Score -723567.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -723570.000000 Penalty: 4325.105469
	Iteration 43Q: 3 clusters Score -723570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -723572.000000 Penalty: 4325.105469
	Iteration 44Q: 3 clusters Score -723572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -723572.375000 Penalty: 4325.105469
	Iteration 45Q: 3 clusters Score -723572.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -723571.375000 Penalty: 4325.105469
	Iteration 46Q: 3 clusters Score -723571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -723573.500000 Penalty: 4325.105469
	Iteration 47Q: 3 clusters Score -723573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -723575.375000 Penalty: 4325.105469
	Iteration 48Q: 3 clusters Score -723575.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -723577.812500 Penalty: 4325.105469
	Iteration 49Q: 3 clusters Score -723577.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -723577.437500 Penalty: 4325.105469
	Iteration 50Q: 3 clusters Score -723577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -723579.062500 Penalty: 4325.105469
	Iteration 51Q: 3 clusters Score -723579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -723580.187500 Penalty: 4325.105469
	Iteration 52Q: 3 clusters Score -723580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -723582.562500 Penalty: 4325.105469
	Iteration 53Q: 3 clusters Score -723582.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -723582.875000 Penalty: 4325.105469
	Iteration 54Q: 3 clusters Score -723582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -723584.000000 Penalty: 4325.105469
	Iteration 55Q: 3 clusters Score -723584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -723583.687500 Penalty: 4325.105469
	Iteration 56Q: 3 clusters Score -723583.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -723586.625000 Penalty: 4325.105469
	Iteration 57Q: 3 clusters Score -723586.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -723589.687500 Penalty: 4325.105469
	Iteration 58Q: 3 clusters Score -723589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -723588.562500 Penalty: 4325.105469
	Iteration 59Q: 3 clusters Score -723588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -723588.750000 Penalty: 4325.105469
	Iteration 60F: 3 clusters Score -723588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -723588.125000 Penalty: 4325.105469
	Iteration 61Q: 3 clusters Score -723588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -723587.375000 Penalty: 4325.105469
	Iteration 62Q: 3 clusters Score -723587.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -723587.937500 Penalty: 4325.105469
	Iteration 63Q: 3 clusters Score -723587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -723587.937500 Penalty: 4325.105469
	Iteration 64F: 3 clusters Score -723587.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Entering Unmasked Estep 
Score: -526484.437500 Penalty: 2083.474854
	Iteration 0F: 2 clusters Score -526484.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -522382.687500 Penalty: 4166.949707
	Iteration 0F: 3 clusters Score -522382.7 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -523304.343750 Penalty: 4166.949707
	Iteration 1F: 3 clusters Score -523304.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -523503.625000 Penalty: 4166.949707
	Iteration 2F: 3 clusters Score -523503.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -523646.000000 Penalty: 4166.949707
	Iteration 3F: 3 clusters Score -523646 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -523770.968750 Penalty: 4166.949707
	Iteration 4Q: 3 clusters Score -523771 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -523866.812500 Penalty: 4166.949707
	Iteration 5Q: 3 clusters Score -523866.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -523947.531250 Penalty: 4166.949707
	Iteration 6Q: 3 clusters Score -523947.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -524023.375000 Penalty: 4166.949707
	Iteration 7Q: 3 clusters Score -524023.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -524088.343750 Penalty: 4166.949707
	Iteration 8Q: 3 clusters Score -524088.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -524160.343750 Penalty: 4166.949707
	Iteration 9Q: 3 clusters Score -524160.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -524223.062500 Penalty: 4166.949707
	Iteration 10Q: 3 clusters Score -524223.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -524281.093750 Penalty: 4166.949707
	Iteration 11Q: 3 clusters Score -524281.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -524335.562500 Penalty: 4166.949707
	Iteration 12Q: 3 clusters Score -524335.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -524374.187500 Penalty: 4166.949707
	Iteration 13Q: 3 clusters Score -524374.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -524414.000000 Penalty: 4166.949707
	Iteration 14Q: 3 clusters Score -524414 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -524454.250000 Penalty: 4166.949707
	Iteration 15Q: 3 clusters Score -524454.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -524485.375000 Penalty: 4166.949707
	Iteration 16Q: 3 clusters Score -524485.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -524505.125000 Penalty: 4166.949707
	Iteration 17Q: 3 clusters Score -524505.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -524520.125000 Penalty: 4166.949707
	Iteration 18Q: 3 clusters Score -524520.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -524534.750000 Penalty: 4166.949707
	Iteration 19Q: 3 clusters Score -524534.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -524545.312500 Penalty: 4166.949707
	Iteration 20F: 3 clusters Score -524545.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -524550.937500 Penalty: 4166.949707
	Iteration 21Q: 3 clusters Score -524550.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -524556.562500 Penalty: 4166.949707
	Iteration 22Q: 3 clusters Score -524556.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -524560.250000 Penalty: 4166.949707
	Iteration 23Q: 3 clusters Score -524560.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -524564.937500 Penalty: 4166.949707
	Iteration 24Q: 3 clusters Score -524564.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -524568.062500 Penalty: 4166.949707
	Iteration 25Q: 3 clusters Score -524568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -524571.625000 Penalty: 4166.949707
	Iteration 26Q: 3 clusters Score -524571.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -524573.750000 Penalty: 4166.949707
	Iteration 27Q: 3 clusters Score -524573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -524575.875000 Penalty: 4166.949707
	Iteration 28Q: 3 clusters Score -524575.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -524579.125000 Penalty: 4166.949707
	Iteration 29Q: 3 clusters Score -524579.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -524581.250000 Penalty: 4166.949707
	Iteration 30Q: 3 clusters Score -524581.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -524587.187500 Penalty: 4166.949707
	Iteration 31Q: 3 clusters Score -524587.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -524591.062500 Penalty: 4166.949707
	Iteration 32Q: 3 clusters Score -524591.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -524596.562500 Penalty: 4166.949707
	Iteration 33Q: 3 clusters Score -524596.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -524604.250000 Penalty: 4166.949707
	Iteration 34Q: 3 clusters Score -524604.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -524614.812500 Penalty: 4166.949707
	Iteration 35Q: 3 clusters Score -524614.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -524627.937500 Penalty: 4166.949707
	Iteration 36Q: 3 clusters Score -524627.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -524642.625000 Penalty: 4166.949707
	Iteration 37Q: 3 clusters Score -524642.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -524653.062500 Penalty: 4166.949707
	Iteration 38Q: 3 clusters Score -524653.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -524662.125000 Penalty: 4166.949707
	Iteration 39Q: 3 clusters Score -524662.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -524669.375000 Penalty: 4166.949707
	Iteration 40F: 3 clusters Score -524669.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -524683.687500 Penalty: 4166.949707
	Iteration 41Q: 3 clusters Score -524683.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -524693.812500 Penalty: 4166.949707
	Iteration 42Q: 3 clusters Score -524693.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -524706.437500 Penalty: 4166.949707
	Iteration 43Q: 3 clusters Score -524706.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -524716.437500 Penalty: 4166.949707
	Iteration 44Q: 3 clusters Score -524716.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -524728.000000 Penalty: 4166.949707
	Iteration 45Q: 3 clusters Score -524728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -524741.062500 Penalty: 4166.949707
	Iteration 46Q: 3 clusters Score -524741.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -524751.937500 Penalty: 4166.949707
	Iteration 47Q: 3 clusters Score -524751.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -524762.312500 Penalty: 4166.949707
	Iteration 48Q: 3 clusters Score -524762.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -524774.625000 Penalty: 4166.949707
	Iteration 49Q: 3 clusters Score -524774.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -524787.625000 Penalty: 4166.949707
	Iteration 50Q: 3 clusters Score -524787.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -524798.562500 Penalty: 4166.949707
	Iteration 51Q: 3 clusters Score -524798.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -524805.000000 Penalty: 4166.949707
	Iteration 52Q: 3 clusters Score -524805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -524811.437500 Penalty: 4166.949707
	Iteration 53Q: 3 clusters Score -524811.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -524815.750000 Penalty: 4166.949707
	Iteration 54Q: 3 clusters Score -524815.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -524819.250000 Penalty: 4166.949707
	Iteration 55Q: 3 clusters Score -524819.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -524820.812500 Penalty: 4166.949707
	Iteration 56Q: 3 clusters Score -524820.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -524824.000000 Penalty: 4166.949707
	Iteration 57Q: 3 clusters Score -524824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -524826.375000 Penalty: 4166.949707
	Iteration 58Q: 3 clusters Score -524826.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -524828.437500 Penalty: 4166.949707
	Iteration 59Q: 3 clusters Score -524828.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -524829.375000 Penalty: 4166.949707
	Iteration 60F: 3 clusters Score -524829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -524830.312500 Penalty: 4166.949707
	Iteration 61Q: 3 clusters Score -524830.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -524830.875000 Penalty: 4166.949707
	Iteration 62Q: 3 clusters Score -524830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -524830.875000 Penalty: 4166.949707
	Iteration 63F: 3 clusters Score -524830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216579 members 
Mstep: Class 2 contains 23970 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7117 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143852 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173793 members 
Mstep: Class 11 contains 156158 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 39998 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44153 members 
Mstep: Class 18 contains 38062 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 15767 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41351 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138006 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8860 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079728.000000 Penalty: 104997.734375
Iteration 239Q: 31 clusters Score -1.560797e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216582 members 
Mstep: Class 2 contains 23970 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 7117 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143846 members 
Mstep: Class 9 contains 6090 members 
Mstep: Class 10 contains 173791 members 
Mstep: Class 11 contains 156161 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 5666 members 
Mstep: Class 14 contains 39997 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44154 members 
Mstep: Class 18 contains 38061 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 15767 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41350 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138011 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8859 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 4451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079584.000000 Penalty: 104997.734375
Iteration 240F: 31 clusters Score -1.560796e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216586 members 
Mstep: Class 2 contains 23970 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143841 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173792 members 
Mstep: Class 11 contains 156162 members 
Mstep: Class 12 contains 3479 members 
Mstep: Class 13 contains 5665 members 
Mstep: Class 14 contains 40000 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44153 members 
Mstep: Class 18 contains 38059 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 15767 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41348 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138019 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8859 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079696.000000 Penalty: 104997.734375
Iteration 241Q: 31 clusters Score -1.560797e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216583 members 
Mstep: Class 2 contains 23968 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143840 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173794 members 
Mstep: Class 11 contains 156159 members 
Mstep: Class 12 contains 3478 members 
Mstep: Class 13 contains 5664 members 
Mstep: Class 14 contains 40000 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44154 members 
Mstep: Class 18 contains 38059 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 15766 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56797 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41350 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138029 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8859 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079744.000000 Penalty: 104997.734375
Iteration 242Q: 31 clusters Score -1.560797e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216583 members 
Mstep: Class 2 contains 23968 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143837 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173791 members 
Mstep: Class 11 contains 156158 members 
Mstep: Class 12 contains 3478 members 
Mstep: Class 13 contains 5663 members 
Mstep: Class 14 contains 40000 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44153 members 
Mstep: Class 18 contains 38059 members 
Mstep: Class 19 contains 6789 members 
Mstep: Class 20 contains 15765 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56797 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41347 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138040 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8859 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079776.000000 Penalty: 104997.734375
Iteration 243Q: 31 clusters Score -1.560798e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216577 members 
Mstep: Class 2 contains 23967 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143835 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173790 members 
Mstep: Class 11 contains 156163 members 
Mstep: Class 12 contains 3478 members 
Mstep: Class 13 contains 5663 members 
Mstep: Class 14 contains 40000 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44152 members 
Mstep: Class 18 contains 38058 members 
Mstep: Class 19 contains 6791 members 
Mstep: Class 20 contains 15765 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56797 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41343 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138048 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8859 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079712.000000 Penalty: 104997.734375
Iteration 244Q: 31 clusters Score -1.560797e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216571 members 
Mstep: Class 2 contains 23969 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20026 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143834 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173789 members 
Mstep: Class 11 contains 156165 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5663 members 
Mstep: Class 14 contains 39999 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44152 members 
Mstep: Class 18 contains 38057 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 15765 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41344 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138052 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8858 members 
Mstep: Class 29 contains 6127 members 
Mstep: Class 30 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079728.000000 Penalty: 104997.734375
Iteration 245Q: 31 clusters Score -1.560797e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216568 members 
Mstep: Class 2 contains 23973 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20026 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143834 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173791 members 
Mstep: Class 11 contains 156166 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5663 members 
Mstep: Class 14 contains 39999 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44151 members 
Mstep: Class 18 contains 38057 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 15763 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41343 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138050 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8858 members 
Mstep: Class 29 contains 6129 members 
Mstep: Class 30 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079648.000000 Penalty: 104997.734375
Iteration 246Q: 31 clusters Score -1.560796e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216564 members 
Mstep: Class 2 contains 23975 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20026 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32170 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143835 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173789 members 
Mstep: Class 11 contains 156170 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5663 members 
Mstep: Class 14 contains 39999 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44150 members 
Mstep: Class 18 contains 38055 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 15759 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56799 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41344 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138053 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8858 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079584.000000 Penalty: 104997.734375
Iteration 247Q: 31 clusters Score -1.560796e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216558 members 
Mstep: Class 2 contains 23977 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20026 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32170 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143830 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173790 members 
Mstep: Class 11 contains 156172 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5663 members 
Mstep: Class 14 contains 40000 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44151 members 
Mstep: Class 18 contains 38054 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 15756 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56800 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 41344 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138060 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8858 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079632.000000 Penalty: 104997.734375
Iteration 248Q: 31 clusters Score -1.560796e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216556 members 
Mstep: Class 2 contains 23976 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20026 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32170 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143828 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173792 members 
Mstep: Class 11 contains 156182 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5663 members 
Mstep: Class 14 contains 39997 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44153 members 
Mstep: Class 18 contains 38053 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 15752 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56803 members 
Mstep: Class 23 contains 15647 members 
Mstep: Class 24 contains 41344 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138057 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8858 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079680.000000 Penalty: 104997.734375
Iteration 249Q: 31 clusters Score -1.560797e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216551 members 
Mstep: Class 2 contains 23977 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32170 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143826 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173790 members 
Mstep: Class 11 contains 156194 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5664 members 
Mstep: Class 14 contains 39996 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44153 members 
Mstep: Class 18 contains 38052 members 
Mstep: Class 19 contains 6793 members 
Mstep: Class 20 contains 15748 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56803 members 
Mstep: Class 23 contains 15646 members 
Mstep: Class 24 contains 41342 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138059 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8858 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079648.000000 Penalty: 104997.734375
Iteration 250Q: 31 clusters Score -1.560796e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216546 members 
Mstep: Class 2 contains 23978 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7115 members 
Mstep: Class 6 contains 32171 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143822 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173789 members 
Mstep: Class 11 contains 156205 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5663 members 
Mstep: Class 14 contains 39994 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44153 members 
Mstep: Class 18 contains 38051 members 
Mstep: Class 19 contains 6795 members 
Mstep: Class 20 contains 15747 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56803 members 
Mstep: Class 23 contains 15646 members 
Mstep: Class 24 contains 41340 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138063 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079616.000000 Penalty: 104997.734375
Iteration 251Q: 31 clusters Score -1.560796e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216549 members 
Mstep: Class 2 contains 23978 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20026 members 
Mstep: Class 5 contains 7114 members 
Mstep: Class 6 contains 32171 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143820 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173796 members 
Mstep: Class 11 contains 156211 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5660 members 
Mstep: Class 14 contains 39994 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44153 members 
Mstep: Class 18 contains 38050 members 
Mstep: Class 19 contains 6795 members 
Mstep: Class 20 contains 15748 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56802 members 
Mstep: Class 23 contains 15645 members 
Mstep: Class 24 contains 41339 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138056 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079664.000000 Penalty: 104997.734375
Iteration 252Q: 31 clusters Score -1.560797e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216549 members 
Mstep: Class 2 contains 23979 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20025 members 
Mstep: Class 5 contains 7113 members 
Mstep: Class 6 contains 32170 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143821 members 
Mstep: Class 9 contains 6094 members 
Mstep: Class 10 contains 173799 members 
Mstep: Class 11 contains 156214 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5656 members 
Mstep: Class 14 contains 39991 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44153 members 
Mstep: Class 18 contains 38049 members 
Mstep: Class 19 contains 6797 members 
Mstep: Class 20 contains 15749 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56802 members 
Mstep: Class 23 contains 15644 members 
Mstep: Class 24 contains 41336 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138058 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079616.000000 Penalty: 104997.734375
Iteration 253Q: 31 clusters Score -1.560796e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216548 members 
Mstep: Class 2 contains 23980 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 20025 members 
Mstep: Class 5 contains 7113 members 
Mstep: Class 6 contains 32170 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143822 members 
Mstep: Class 9 contains 6093 members 
Mstep: Class 10 contains 173803 members 
Mstep: Class 11 contains 156220 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5655 members 
Mstep: Class 14 contains 39991 members 
Mstep: Class 15 contains 94716 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44154 members 
Mstep: Class 18 contains 38048 members 
Mstep: Class 19 contains 6800 members 
Mstep: Class 20 contains 15749 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56803 members 
Mstep: Class 23 contains 15644 members 
Mstep: Class 24 contains 41335 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138047 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079568.000000 Penalty: 104997.734375
Iteration 254Q: 31 clusters Score -1.560796e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216549 members 
Mstep: Class 2 contains 23981 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20025 members 
Mstep: Class 5 contains 7113 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143819 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173806 members 
Mstep: Class 11 contains 156223 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5655 members 
Mstep: Class 14 contains 39991 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 44153 members 
Mstep: Class 18 contains 38045 members 
Mstep: Class 19 contains 6802 members 
Mstep: Class 20 contains 15749 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56803 members 
Mstep: Class 23 contains 15644 members 
Mstep: Class 24 contains 41335 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138046 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079584.000000 Penalty: 104997.734375
Iteration 255Q: 31 clusters Score -1.560796e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216548 members 
Mstep: Class 2 contains 23982 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20025 members 
Mstep: Class 5 contains 7113 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143819 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173811 members 
Mstep: Class 11 contains 156230 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5652 members 
Mstep: Class 14 contains 39990 members 
Mstep: Class 15 contains 94715 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44153 members 
Mstep: Class 18 contains 38042 members 
Mstep: Class 19 contains 6805 members 
Mstep: Class 20 contains 15749 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56804 members 
Mstep: Class 23 contains 15644 members 
Mstep: Class 24 contains 41336 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138037 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079584.000000 Penalty: 104997.734375
Iteration 256Q: 31 clusters Score -1.560796e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216548 members 
Mstep: Class 2 contains 23981 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20025 members 
Mstep: Class 5 contains 7113 members 
Mstep: Class 6 contains 32165 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143814 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173819 members 
Mstep: Class 11 contains 156240 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5650 members 
Mstep: Class 14 contains 39989 members 
Mstep: Class 15 contains 94714 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44154 members 
Mstep: Class 18 contains 38039 members 
Mstep: Class 19 contains 6808 members 
Mstep: Class 20 contains 15749 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56805 members 
Mstep: Class 23 contains 15645 members 
Mstep: Class 24 contains 41336 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138030 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8856 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079536.000000 Penalty: 104997.734375
Iteration 257Q: 31 clusters Score -1.560795e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216546 members 
Mstep: Class 2 contains 23980 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20026 members 
Mstep: Class 5 contains 7113 members 
Mstep: Class 6 contains 32166 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143813 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173818 members 
Mstep: Class 11 contains 156247 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5649 members 
Mstep: Class 14 contains 39990 members 
Mstep: Class 15 contains 94711 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44157 members 
Mstep: Class 18 contains 38038 members 
Mstep: Class 19 contains 6811 members 
Mstep: Class 20 contains 15749 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56804 members 
Mstep: Class 23 contains 15646 members 
Mstep: Class 24 contains 41335 members 
Mstep: Class 25 contains 11080 members 
Mstep: Class 26 contains 138027 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8854 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079440.000000 Penalty: 104997.734375
Iteration 258Q: 31 clusters Score -1.560794e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216548 members 
Mstep: Class 2 contains 23981 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7113 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143813 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173816 members 
Mstep: Class 11 contains 156258 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5649 members 
Mstep: Class 14 contains 39991 members 
Mstep: Class 15 contains 94708 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38034 members 
Mstep: Class 19 contains 6811 members 
Mstep: Class 20 contains 15751 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56805 members 
Mstep: Class 23 contains 15645 members 
Mstep: Class 24 contains 41335 members 
Mstep: Class 25 contains 11080 members 
Mstep: Class 26 contains 138019 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8853 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079408.000000 Penalty: 104997.734375
Iteration 259Q: 31 clusters Score -1.560794e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216551 members 
Mstep: Class 2 contains 23982 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7113 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143811 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173815 members 
Mstep: Class 11 contains 156259 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5648 members 
Mstep: Class 14 contains 39991 members 
Mstep: Class 15 contains 94709 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38029 members 
Mstep: Class 19 contains 6813 members 
Mstep: Class 20 contains 15752 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 56804 members 
Mstep: Class 23 contains 15647 members 
Mstep: Class 24 contains 41334 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 138017 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8853 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079392.000000 Penalty: 104997.734375
Iteration 260F: 31 clusters Score -1.560794e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216548 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7113 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143808 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173810 members 
Mstep: Class 11 contains 156262 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5645 members 
Mstep: Class 14 contains 39990 members 
Mstep: Class 15 contains 94709 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38028 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56802 members 
Mstep: Class 23 contains 15650 members 
Mstep: Class 24 contains 41335 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138016 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8853 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079328.000000 Penalty: 104997.734375
Iteration 261Q: 31 clusters Score -1.560793e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216545 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7114 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 143808 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173809 members 
Mstep: Class 11 contains 156268 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5645 members 
Mstep: Class 14 contains 39990 members 
Mstep: Class 15 contains 94708 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38027 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15755 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15652 members 
Mstep: Class 24 contains 41335 members 
Mstep: Class 25 contains 11083 members 
Mstep: Class 26 contains 138012 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8853 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079344.000000 Penalty: 104997.734375
Iteration 262Q: 31 clusters Score -1.560793e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216539 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7115 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173811 members 
Mstep: Class 11 contains 156270 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94707 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38025 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15652 members 
Mstep: Class 24 contains 41333 members 
Mstep: Class 25 contains 11084 members 
Mstep: Class 26 contains 138014 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8854 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079360.000000 Penalty: 104997.734375
Iteration 263Q: 31 clusters Score -1.560794e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216545 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7115 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173808 members 
Mstep: Class 11 contains 156277 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94707 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38021 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15752 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15652 members 
Mstep: Class 24 contains 41330 members 
Mstep: Class 25 contains 11085 members 
Mstep: Class 26 contains 138012 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8854 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079296.000000 Penalty: 104997.734375
Iteration 264Q: 31 clusters Score -1.560793e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216545 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143812 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173805 members 
Mstep: Class 11 contains 156288 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94706 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38016 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15751 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56800 members 
Mstep: Class 23 contains 15652 members 
Mstep: Class 24 contains 41329 members 
Mstep: Class 25 contains 11084 members 
Mstep: Class 26 contains 138010 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8855 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079376.000000 Penalty: 104997.734375
Iteration 265Q: 31 clusters Score -1.560794e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216548 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173802 members 
Mstep: Class 11 contains 156296 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94706 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38017 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15750 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56799 members 
Mstep: Class 23 contains 15652 members 
Mstep: Class 24 contains 41330 members 
Mstep: Class 25 contains 11084 members 
Mstep: Class 26 contains 138001 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8856 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079360.000000 Penalty: 104997.734375
Iteration 266Q: 31 clusters Score -1.560794e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216550 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143809 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173801 members 
Mstep: Class 11 contains 156296 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94706 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38018 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15751 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15652 members 
Mstep: Class 24 contains 41329 members 
Mstep: Class 25 contains 11083 members 
Mstep: Class 26 contains 138002 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8856 members 
Mstep: Class 29 contains 6131 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079440.000000 Penalty: 104997.734375
Iteration 267Q: 31 clusters Score -1.560794e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216547 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143808 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173801 members 
Mstep: Class 11 contains 156291 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94705 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38017 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15753 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41330 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138009 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8856 members 
Mstep: Class 29 contains 6131 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079456.000000 Penalty: 104997.734375
Iteration 268Q: 31 clusters Score -1.560795e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216548 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143808 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173799 members 
Mstep: Class 11 contains 156293 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94705 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38017 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41330 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138008 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8856 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079472.000000 Penalty: 104997.734375
Iteration 269Q: 31 clusters Score -1.560795e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216547 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143809 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173799 members 
Mstep: Class 11 contains 156295 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38018 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138008 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8856 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079424.000000 Penalty: 104997.734375
Iteration 270Q: 31 clusters Score -1.560794e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216548 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143809 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 173800 members 
Mstep: Class 11 contains 156295 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38017 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15755 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138006 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8856 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079408.000000 Penalty: 104997.734375
Iteration 271Q: 31 clusters Score -1.560794e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216548 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143808 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173799 members 
Mstep: Class 11 contains 156298 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38017 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15755 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138004 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8856 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079440.000000 Penalty: 104997.734375
Iteration 272Q: 31 clusters Score -1.560794e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216549 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143811 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173799 members 
Mstep: Class 11 contains 156299 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38016 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 138000 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079408.000000 Penalty: 104997.734375
Iteration 273Q: 31 clusters Score -1.560794e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216551 members 
Mstep: Class 2 contains 23982 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143811 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173799 members 
Mstep: Class 11 contains 156302 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137997 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079392.000000 Penalty: 104997.734375
Iteration 274Q: 31 clusters Score -1.560794e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216552 members 
Mstep: Class 2 contains 23982 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32170 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173799 members 
Mstep: Class 11 contains 156303 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137995 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079392.000000 Penalty: 104997.734375
Iteration 275Q: 31 clusters Score -1.560794e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216553 members 
Mstep: Class 2 contains 23982 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173799 members 
Mstep: Class 11 contains 156302 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137996 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079424.000000 Penalty: 104997.734375
Iteration 276Q: 31 clusters Score -1.560794e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216553 members 
Mstep: Class 2 contains 23982 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173799 members 
Mstep: Class 11 contains 156303 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137996 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079392.000000 Penalty: 104997.734375
Iteration 277Q: 31 clusters Score -1.560794e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216553 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173799 members 
Mstep: Class 11 contains 156305 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137994 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079424.000000 Penalty: 104997.734375
Iteration 278Q: 31 clusters Score -1.560794e+08 nChanged 2
Entering ConstructFrom: 
Score: -156079424.000000 Penalty: 104997.734375
Entering ConstructFrom: 
Trying to split cluster 1 (216553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216553 members 
Entering Unmasked Estep 
Score: -25597376.000000 Penalty: 3046.826416
	Iteration 0F: 2 clusters Score -2.559738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108036 members 
Mstep: Class 2 contains 108517 members 
Entering Unmasked Estep 
Score: -25461520.000000 Penalty: 6093.652832
	Iteration 0F: 3 clusters Score -2.546152e+07 nChanged 104290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Mstep: Class 2 contains 114641 members 
Entering Unmasked Estep 
Score: -25523466.000000 Penalty: 6093.652832
	Iteration 1F: 3 clusters Score -2.552347e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97833 members 
Mstep: Class 2 contains 118720 members 
Entering Unmasked Estep 
Score: -25525086.000000 Penalty: 6093.652832
	Iteration 2Q: 3 clusters Score -2.552509e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91588 members 
Mstep: Class 2 contains 124965 members 
Entering Unmasked Estep 
Score: -25527672.000000 Penalty: 6093.652832
	Iteration 3Q: 3 clusters Score -2.552767e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 134312 members 
Entering Unmasked Estep 
Score: -25532330.000000 Penalty: 6093.652832
	Iteration 4Q: 3 clusters Score -2.553233e+07 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 147638 members 
Entering Unmasked Estep 
Score: -25541002.000000 Penalty: 6093.652832
	Iteration 5F: 3 clusters Score -2.5541e+07 nChanged 17756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 165046 members 
Entering Unmasked Estep 
Score: -25554252.000000 Penalty: 6093.652832
	Iteration 6F: 3 clusters Score -2.555425e+07 nChanged 19561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 184459 members 
Entering Unmasked Estep 
Score: -25570500.000000 Penalty: 6093.652832
	Iteration 7F: 3 clusters Score -2.55705e+07 nChanged 15900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 200261 members 
Entering Unmasked Estep 
Score: -25583664.000000 Penalty: 6093.652832
	Iteration 8F: 3 clusters Score -2.558366e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 209304 members 
Entering Unmasked Estep 
Score: -25590564.000000 Penalty: 6093.652832
	Iteration 9Q: 3 clusters Score -2.559056e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 213029 members 
Entering Unmasked Estep 
Score: -25593512.000000 Penalty: 6093.652832
	Iteration 10Q: 3 clusters Score -2.559351e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 214337 members 
Entering Unmasked Estep 
Score: -25594552.000000 Penalty: 6093.652832
	Iteration 11Q: 3 clusters Score -2.559455e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 214912 members 
Entering Unmasked Estep 
Score: -25594986.000000 Penalty: 6093.652832
	Iteration 12Q: 3 clusters Score -2.559499e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 215202 members 
Entering Unmasked Estep 
Score: -25595334.000000 Penalty: 6093.652832
	Iteration 13Q: 3 clusters Score -2.559533e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 215308 members 
Entering Unmasked Estep 
Score: -25595430.000000 Penalty: 6093.652832
	Iteration 14Q: 3 clusters Score -2.559543e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 215378 members 
Entering Unmasked Estep 
Score: -25595478.000000 Penalty: 6093.652832
	Iteration 15Q: 3 clusters Score -2.559548e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 215417 members 
Entering Unmasked Estep 
Score: -25595522.000000 Penalty: 6093.652832
	Iteration 16Q: 3 clusters Score -2.559552e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 215451 members 
Entering Unmasked Estep 
Score: -25595498.000000 Penalty: 6093.652832
	Iteration 17Q: 3 clusters Score -2.55955e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 215474 members 
Entering Unmasked Estep 
Score: -25595504.000000 Penalty: 6093.652832
	Iteration 18Q: 3 clusters Score -2.55955e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 215493 members 
Entering Unmasked Estep 
Score: -25595512.000000 Penalty: 6093.652832
	Iteration 19Q: 3 clusters Score -2.559551e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 215522 members 
Entering Unmasked Estep 
Score: -25595526.000000 Penalty: 6093.652832
	Iteration 20F: 3 clusters Score -2.559553e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 215532 members 
Entering Unmasked Estep 
Score: -25595534.000000 Penalty: 6093.652832
	Iteration 21Q: 3 clusters Score -2.559553e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 215546 members 
Entering Unmasked Estep 
Score: -25595556.000000 Penalty: 6093.652832
	Iteration 22Q: 3 clusters Score -2.559556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 215564 members 
Entering Unmasked Estep 
Score: -25595556.000000 Penalty: 6093.652832
	Iteration 23Q: 3 clusters Score -2.559556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 215576 members 
Entering Unmasked Estep 
Score: -25595542.000000 Penalty: 6093.652832
	Iteration 24Q: 3 clusters Score -2.559554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 215582 members 
Entering Unmasked Estep 
Score: -25595538.000000 Penalty: 6093.652832
	Iteration 25Q: 3 clusters Score -2.559554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 215592 members 
Entering Unmasked Estep 
Score: -25595558.000000 Penalty: 6093.652832
	Iteration 26Q: 3 clusters Score -2.559556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 215602 members 
Entering Unmasked Estep 
Score: -25595584.000000 Penalty: 6093.652832
	Iteration 27Q: 3 clusters Score -2.559558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 215607 members 
Entering Unmasked Estep 
Score: -25595588.000000 Penalty: 6093.652832
	Iteration 28Q: 3 clusters Score -2.559559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 215610 members 
Entering Unmasked Estep 
Score: -25595598.000000 Penalty: 6093.652832
	Iteration 29Q: 3 clusters Score -2.55956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 215615 members 
Entering Unmasked Estep 
Score: -25595584.000000 Penalty: 6093.652832
	Iteration 30Q: 3 clusters Score -2.559558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 215619 members 
Entering Unmasked Estep 
Score: -25595616.000000 Penalty: 6093.652832
	Iteration 31Q: 3 clusters Score -2.559562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 215622 members 
Entering Unmasked Estep 
Score: -25595624.000000 Penalty: 6093.652832
	Iteration 32Q: 3 clusters Score -2.559562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 215628 members 
Entering Unmasked Estep 
Score: -25595630.000000 Penalty: 6093.652832
	Iteration 33Q: 3 clusters Score -2.559563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 215637 members 
Entering Unmasked Estep 
Score: -25595650.000000 Penalty: 6093.652832
	Iteration 34Q: 3 clusters Score -2.559565e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 215647 members 
Entering Unmasked Estep 
Score: -25595680.000000 Penalty: 6093.652832
	Iteration 35Q: 3 clusters Score -2.559568e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 215658 members 
Entering Unmasked Estep 
Score: -25595692.000000 Penalty: 6093.652832
	Iteration 36Q: 3 clusters Score -2.559569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 215666 members 
Entering Unmasked Estep 
Score: -25595744.000000 Penalty: 6093.652832
	Iteration 37Q: 3 clusters Score -2.559574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 215678 members 
Entering Unmasked Estep 
Score: -25595752.000000 Penalty: 6093.652832
	Iteration 38Q: 3 clusters Score -2.559575e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 215688 members 
Entering Unmasked Estep 
Score: -25595744.000000 Penalty: 6093.652832
	Iteration 39Q: 3 clusters Score -2.559574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 215688 members 
Entering Unmasked Estep 
Score: -25595776.000000 Penalty: 6093.652832
	Iteration 40F: 3 clusters Score -2.559578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 215688 members 
Entering Unmasked Estep 
Score: -25595766.000000 Penalty: 6093.652832
	Iteration 41Q: 3 clusters Score -2.559577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 215691 members 
Entering Unmasked Estep 
Score: -25595778.000000 Penalty: 6093.652832
	Iteration 42Q: 3 clusters Score -2.559578e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 215691 members 
Entering Unmasked Estep 
Score: -25595782.000000 Penalty: 6093.652832
	Iteration 43Q: 3 clusters Score -2.559578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 215696 members 
Entering Unmasked Estep 
Score: -25595784.000000 Penalty: 6093.652832
	Iteration 44Q: 3 clusters Score -2.559578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 215692 members 
Entering Unmasked Estep 
Score: -25595798.000000 Penalty: 6093.652832
	Iteration 45Q: 3 clusters Score -2.55958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 215692 members 
Entering Unmasked Estep 
Score: -25595816.000000 Penalty: 6093.652832
	Iteration 46Q: 3 clusters Score -2.559582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 215687 members 
Entering Unmasked Estep 
Score: -25595824.000000 Penalty: 6093.652832
	Iteration 47Q: 3 clusters Score -2.559582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 215685 members 
Entering Unmasked Estep 
Score: -25595802.000000 Penalty: 6093.652832
	Iteration 48Q: 3 clusters Score -2.55958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 215686 members 
Entering Unmasked Estep 
Score: -25595796.000000 Penalty: 6093.652832
	Iteration 49Q: 3 clusters Score -2.55958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 215686 members 
Entering Unmasked Estep 
Score: -25595780.000000 Penalty: 6093.652832
	Iteration 50Q: 3 clusters Score -2.559578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 215688 members 
Entering Unmasked Estep 
Score: -25595774.000000 Penalty: 6093.652832
	Iteration 51Q: 3 clusters Score -2.559577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 215691 members 
Entering Unmasked Estep 
Score: -25595780.000000 Penalty: 6093.652832
	Iteration 52Q: 3 clusters Score -2.559578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 215687 members 
Entering Unmasked Estep 
Score: -25595796.000000 Penalty: 6093.652832
	Iteration 53Q: 3 clusters Score -2.55958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 215686 members 
Entering Unmasked Estep 
Score: -25595798.000000 Penalty: 6093.652832
	Iteration 54Q: 3 clusters Score -2.55958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 215690 members 
Entering Unmasked Estep 
Score: -25595786.000000 Penalty: 6093.652832
	Iteration 55Q: 3 clusters Score -2.559579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 215689 members 
Entering Unmasked Estep 
Score: -25595802.000000 Penalty: 6093.652832
	Iteration 56Q: 3 clusters Score -2.55958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 215683 members 
Entering Unmasked Estep 
Score: -25595806.000000 Penalty: 6093.652832
	Iteration 57Q: 3 clusters Score -2.559581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 215678 members 
Entering Unmasked Estep 
Score: -25595814.000000 Penalty: 6093.652832
	Iteration 58Q: 3 clusters Score -2.559581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 215674 members 
Entering Unmasked Estep 
Score: -25595806.000000 Penalty: 6093.652832
	Iteration 59Q: 3 clusters Score -2.559581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 215671 members 
Entering Unmasked Estep 
Score: -25595812.000000 Penalty: 6093.652832
	Iteration 60F: 3 clusters Score -2.559581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 215668 members 
Entering Unmasked Estep 
Score: -25595814.000000 Penalty: 6093.652832
	Iteration 61Q: 3 clusters Score -2.559581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 215665 members 
Entering Unmasked Estep 
Score: -25595834.000000 Penalty: 6093.652832
	Iteration 62Q: 3 clusters Score -2.559583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 215661 members 
Entering Unmasked Estep 
Score: -25595852.000000 Penalty: 6093.652832
	Iteration 63Q: 3 clusters Score -2.559585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 215661 members 
Entering Unmasked Estep 
Score: -25595862.000000 Penalty: 6093.652832
	Iteration 64Q: 3 clusters Score -2.559586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 215660 members 
Entering Unmasked Estep 
Score: -25595874.000000 Penalty: 6093.652832
	Iteration 65Q: 3 clusters Score -2.559587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 215657 members 
Entering Unmasked Estep 
Score: -25595870.000000 Penalty: 6093.652832
	Iteration 66Q: 3 clusters Score -2.559587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 215657 members 
Entering Unmasked Estep 
Score: -25595870.000000 Penalty: 6093.652832
	Iteration 67Q: 3 clusters Score -2.559587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 215656 members 
Entering Unmasked Estep 
Score: -25595868.000000 Penalty: 6093.652832
	Iteration 68Q: 3 clusters Score -2.559587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 215656 members 
Entering Unmasked Estep 
Score: -25595868.000000 Penalty: 6093.652832
	Iteration 69F: 3 clusters Score -2.559587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Entering Unmasked Estep 
Score: -2892494.000000 Penalty: 2501.104736
	Iteration 0F: 2 clusters Score -2892494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2875889.000000 Penalty: 5002.209473
	Iteration 0F: 3 clusters Score -2875889 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2881713.250000 Penalty: 5002.209473
	Iteration 1F: 3 clusters Score -2881713 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2882100.500000 Penalty: 5002.209473
	Iteration 2Q: 3 clusters Score -2882100 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2882384.500000 Penalty: 5002.209473
	Iteration 3Q: 3 clusters Score -2882384 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2882585.000000 Penalty: 5002.209473
	Iteration 4Q: 3 clusters Score -2882585 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2882802.000000 Penalty: 5002.209473
	Iteration 5Q: 3 clusters Score -2882802 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2883056.750000 Penalty: 5002.209473
	Iteration 6Q: 3 clusters Score -2883057 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2883339.500000 Penalty: 5002.209473
	Iteration 7Q: 3 clusters Score -2883340 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2883688.750000 Penalty: 5002.209473
	Iteration 8Q: 3 clusters Score -2883689 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2884172.250000 Penalty: 5002.209473
	Iteration 9Q: 3 clusters Score -2884172 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2884884.000000 Penalty: 5002.209473
	Iteration 10Q: 3 clusters Score -2884884 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2885901.000000 Penalty: 5002.209473
	Iteration 11F: 3 clusters Score -2885901 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2887111.250000 Penalty: 5002.209473
	Iteration 12F: 3 clusters Score -2887111 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2888078.750000 Penalty: 5002.209473
	Iteration 13F: 3 clusters Score -2888079 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2888553.750000 Penalty: 5002.209473
	Iteration 14Q: 3 clusters Score -2888554 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2888751.000000 Penalty: 5002.209473
	Iteration 15Q: 3 clusters Score -2888751 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2888865.500000 Penalty: 5002.209473
	Iteration 16Q: 3 clusters Score -2888866 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2888965.750000 Penalty: 5002.209473
	Iteration 17Q: 3 clusters Score -2888966 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2889021.750000 Penalty: 5002.209473
	Iteration 18Q: 3 clusters Score -2889022 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2889079.000000 Penalty: 5002.209473
	Iteration 19Q: 3 clusters Score -2889079 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2889150.750000 Penalty: 5002.209473
	Iteration 20F: 3 clusters Score -2889151 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2889204.250000 Penalty: 5002.209473
	Iteration 21Q: 3 clusters Score -2889204 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2889258.500000 Penalty: 5002.209473
	Iteration 22Q: 3 clusters Score -2889258 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2889292.250000 Penalty: 5002.209473
	Iteration 23Q: 3 clusters Score -2889292 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2889322.000000 Penalty: 5002.209473
	Iteration 24Q: 3 clusters Score -2889322 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2889358.000000 Penalty: 5002.209473
	Iteration 25Q: 3 clusters Score -2889358 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2889378.000000 Penalty: 5002.209473
	Iteration 26Q: 3 clusters Score -2889378 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2889418.500000 Penalty: 5002.209473
	Iteration 27Q: 3 clusters Score -2889418 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2889445.750000 Penalty: 5002.209473
	Iteration 28Q: 3 clusters Score -2889446 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2889461.000000 Penalty: 5002.209473
	Iteration 29Q: 3 clusters Score -2889461 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2889493.750000 Penalty: 5002.209473
	Iteration 30Q: 3 clusters Score -2889494 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2889520.250000 Penalty: 5002.209473
	Iteration 31Q: 3 clusters Score -2889520 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2889551.000000 Penalty: 5002.209473
	Iteration 32Q: 3 clusters Score -2889551 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2889576.750000 Penalty: 5002.209473
	Iteration 33Q: 3 clusters Score -2889577 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2889610.500000 Penalty: 5002.209473
	Iteration 34Q: 3 clusters Score -2889610 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2889648.250000 Penalty: 5002.209473
	Iteration 35Q: 3 clusters Score -2889648 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2889673.750000 Penalty: 5002.209473
	Iteration 36Q: 3 clusters Score -2889674 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2889707.500000 Penalty: 5002.209473
	Iteration 37Q: 3 clusters Score -2889708 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2889748.750000 Penalty: 5002.209473
	Iteration 38Q: 3 clusters Score -2889749 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2889772.500000 Penalty: 5002.209473
	Iteration 39Q: 3 clusters Score -2889772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2889797.750000 Penalty: 5002.209473
	Iteration 40F: 3 clusters Score -2889798 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2889809.500000 Penalty: 5002.209473
	Iteration 41Q: 3 clusters Score -2889810 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2889822.250000 Penalty: 5002.209473
	Iteration 42Q: 3 clusters Score -2889822 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2889842.500000 Penalty: 5002.209473
	Iteration 43Q: 3 clusters Score -2889842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2889853.250000 Penalty: 5002.209473
	Iteration 44Q: 3 clusters Score -2889853 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2889862.000000 Penalty: 5002.209473
	Iteration 45Q: 3 clusters Score -2889862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2889873.250000 Penalty: 5002.209473
	Iteration 46Q: 3 clusters Score -2889873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2889886.250000 Penalty: 5002.209473
	Iteration 47Q: 3 clusters Score -2889886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2889902.750000 Penalty: 5002.209473
	Iteration 48Q: 3 clusters Score -2889903 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2889923.500000 Penalty: 5002.209473
	Iteration 49Q: 3 clusters Score -2889924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2889929.750000 Penalty: 5002.209473
	Iteration 50Q: 3 clusters Score -2889930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2889944.500000 Penalty: 5002.209473
	Iteration 51Q: 3 clusters Score -2889944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2889959.500000 Penalty: 5002.209473
	Iteration 52Q: 3 clusters Score -2889960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2889963.000000 Penalty: 5002.209473
	Iteration 53Q: 3 clusters Score -2889963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2889969.250000 Penalty: 5002.209473
	Iteration 54Q: 3 clusters Score -2889969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2889969.250000 Penalty: 5002.209473
	Iteration 55Q: 3 clusters Score -2889969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2889976.250000 Penalty: 5002.209473
	Iteration 56Q: 3 clusters Score -2889976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2889975.500000 Penalty: 5002.209473
	Iteration 57Q: 3 clusters Score -2889976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2889983.750000 Penalty: 5002.209473
	Iteration 58Q: 3 clusters Score -2889984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2889990.250000 Penalty: 5002.209473
	Iteration 59Q: 3 clusters Score -2889990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2889999.000000 Penalty: 5002.209473
	Iteration 60F: 3 clusters Score -2889999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2890002.750000 Penalty: 5002.209473
	Iteration 61Q: 3 clusters Score -2890003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2890012.000000 Penalty: 5002.209473
	Iteration 62Q: 3 clusters Score -2890012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2890014.750000 Penalty: 5002.209473
	Iteration 63Q: 3 clusters Score -2890015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2890019.000000 Penalty: 5002.209473
	Iteration 64Q: 3 clusters Score -2890019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2890018.250000 Penalty: 5002.209473
	Iteration 65Q: 3 clusters Score -2890018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2890026.000000 Penalty: 5002.209473
	Iteration 66Q: 3 clusters Score -2890026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2890027.000000 Penalty: 5002.209473
	Iteration 67Q: 3 clusters Score -2890027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2890035.000000 Penalty: 5002.209473
	Iteration 68Q: 3 clusters Score -2890035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2890040.750000 Penalty: 5002.209473
	Iteration 69Q: 3 clusters Score -2890041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2890041.250000 Penalty: 5002.209473
	Iteration 70Q: 3 clusters Score -2890041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2890039.750000 Penalty: 5002.209473
	Iteration 71Q: 3 clusters Score -2890040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2890037.250000 Penalty: 5002.209473
	Iteration 72Q: 3 clusters Score -2890037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2890034.250000 Penalty: 5002.209473
	Iteration 73Q: 3 clusters Score -2890034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2890037.750000 Penalty: 5002.209473
	Iteration 74Q: 3 clusters Score -2890038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2890049.250000 Penalty: 5002.209473
	Iteration 75Q: 3 clusters Score -2890049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2890065.000000 Penalty: 5002.209473
	Iteration 76Q: 3 clusters Score -2890065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2890069.750000 Penalty: 5002.209473
	Iteration 77Q: 3 clusters Score -2890070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2890082.000000 Penalty: 5002.209473
	Iteration 78Q: 3 clusters Score -2890082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2890090.000000 Penalty: 5002.209473
	Iteration 79Q: 3 clusters Score -2890090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2890093.500000 Penalty: 5002.209473
	Iteration 80F: 3 clusters Score -2890094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2890091.750000 Penalty: 5002.209473
	Iteration 81Q: 3 clusters Score -2890092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2890092.000000 Penalty: 5002.209473
	Iteration 82Q: 3 clusters Score -2890092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2890098.500000 Penalty: 5002.209473
	Iteration 83Q: 3 clusters Score -2890098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2890106.000000 Penalty: 5002.209473
	Iteration 84Q: 3 clusters Score -2890106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2890110.750000 Penalty: 5002.209473
	Iteration 85Q: 3 clusters Score -2890111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2890114.250000 Penalty: 5002.209473
	Iteration 86Q: 3 clusters Score -2890114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2890117.000000 Penalty: 5002.209473
	Iteration 87Q: 3 clusters Score -2890117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2890122.750000 Penalty: 5002.209473
	Iteration 88Q: 3 clusters Score -2890123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2890134.750000 Penalty: 5002.209473
	Iteration 89Q: 3 clusters Score -2890135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2890140.250000 Penalty: 5002.209473
	Iteration 90Q: 3 clusters Score -2890140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2890142.500000 Penalty: 5002.209473
	Iteration 91Q: 3 clusters Score -2890142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2890141.000000 Penalty: 5002.209473
	Iteration 92Q: 3 clusters Score -2890141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2890143.500000 Penalty: 5002.209473
	Iteration 93Q: 3 clusters Score -2890144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2890152.500000 Penalty: 5002.209473
	Iteration 94Q: 3 clusters Score -2890152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2890159.750000 Penalty: 5002.209473
	Iteration 95Q: 3 clusters Score -2890160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2890169.250000 Penalty: 5002.209473
	Iteration 96Q: 3 clusters Score -2890169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2890168.750000 Penalty: 5002.209473
	Iteration 97Q: 3 clusters Score -2890169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2890175.000000 Penalty: 5002.209473
	Iteration 98Q: 3 clusters Score -2890175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2890172.000000 Penalty: 5002.209473
	Iteration 99Q: 3 clusters Score -2890172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2890178.500000 Penalty: 5002.209473
	Iteration 100F: 3 clusters Score -2890178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2890180.500000 Penalty: 5002.209473
	Iteration 101Q: 3 clusters Score -2890180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2890183.500000 Penalty: 5002.209473
	Iteration 102Q: 3 clusters Score -2890184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2890182.750000 Penalty: 5002.209473
	Iteration 103Q: 3 clusters Score -2890183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2890185.250000 Penalty: 5002.209473
	Iteration 104Q: 3 clusters Score -2890185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2890185.750000 Penalty: 5002.209473
	Iteration 105Q: 3 clusters Score -2890186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2890184.750000 Penalty: 5002.209473
	Iteration 106Q: 3 clusters Score -2890185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2890191.500000 Penalty: 5002.209473
	Iteration 107Q: 3 clusters Score -2890192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2890195.000000 Penalty: 5002.209473
	Iteration 108Q: 3 clusters Score -2890195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2890194.250000 Penalty: 5002.209473
	Iteration 109Q: 3 clusters Score -2890194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2890196.000000 Penalty: 5002.209473
	Iteration 110Q: 3 clusters Score -2890196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2890204.000000 Penalty: 5002.209473
	Iteration 111Q: 3 clusters Score -2890204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2890210.500000 Penalty: 5002.209473
	Iteration 112Q: 3 clusters Score -2890210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2890213.500000 Penalty: 5002.209473
	Iteration 113Q: 3 clusters Score -2890214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2890211.750000 Penalty: 5002.209473
	Iteration 114Q: 3 clusters Score -2890212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2890220.000000 Penalty: 5002.209473
	Iteration 115Q: 3 clusters Score -2890220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2890231.500000 Penalty: 5002.209473
	Iteration 116Q: 3 clusters Score -2890232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2890236.000000 Penalty: 5002.209473
	Iteration 117Q: 3 clusters Score -2890236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2890242.250000 Penalty: 5002.209473
	Iteration 118Q: 3 clusters Score -2890242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2890243.750000 Penalty: 5002.209473
	Iteration 119Q: 3 clusters Score -2890244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2890245.750000 Penalty: 5002.209473
	Iteration 120F: 3 clusters Score -2890246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2890244.000000 Penalty: 5002.209473
	Iteration 121Q: 3 clusters Score -2890244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2890250.000000 Penalty: 5002.209473
	Iteration 122Q: 3 clusters Score -2890250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2890252.250000 Penalty: 5002.209473
	Iteration 123Q: 3 clusters Score -2890252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2890259.750000 Penalty: 5002.209473
	Iteration 124Q: 3 clusters Score -2890260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2890260.500000 Penalty: 5002.209473
	Iteration 125Q: 3 clusters Score -2890260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2890267.250000 Penalty: 5002.209473
	Iteration 126Q: 3 clusters Score -2890267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2890266.750000 Penalty: 5002.209473
	Iteration 127Q: 3 clusters Score -2890267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2890271.250000 Penalty: 5002.209473
	Iteration 128Q: 3 clusters Score -2890271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2890274.750000 Penalty: 5002.209473
	Iteration 129Q: 3 clusters Score -2890275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2890273.250000 Penalty: 5002.209473
	Iteration 130Q: 3 clusters Score -2890273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2890274.000000 Penalty: 5002.209473
	Iteration 131Q: 3 clusters Score -2890274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2890279.750000 Penalty: 5002.209473
	Iteration 132Q: 3 clusters Score -2890280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2890279.500000 Penalty: 5002.209473
	Iteration 133Q: 3 clusters Score -2890280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2890289.500000 Penalty: 5002.209473
	Iteration 134Q: 3 clusters Score -2890290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2890291.750000 Penalty: 5002.209473
	Iteration 135Q: 3 clusters Score -2890292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2890294.500000 Penalty: 5002.209473
	Iteration 136Q: 3 clusters Score -2890294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2890292.250000 Penalty: 5002.209473
	Iteration 137Q: 3 clusters Score -2890292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2890292.500000 Penalty: 5002.209473
	Iteration 138Q: 3 clusters Score -2890292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2890295.750000 Penalty: 5002.209473
	Iteration 139Q: 3 clusters Score -2890296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2890290.500000 Penalty: 5002.209473
	Iteration 140F: 3 clusters Score -2890290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2890296.000000 Penalty: 5002.209473
	Iteration 141Q: 3 clusters Score -2890296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2890295.250000 Penalty: 5002.209473
	Iteration 142Q: 3 clusters Score -2890295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2890298.500000 Penalty: 5002.209473
	Iteration 143Q: 3 clusters Score -2890298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2890302.750000 Penalty: 5002.209473
	Iteration 144Q: 3 clusters Score -2890303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2890308.250000 Penalty: 5002.209473
	Iteration 145Q: 3 clusters Score -2890308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2890308.500000 Penalty: 5002.209473
	Iteration 146Q: 3 clusters Score -2890308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2890309.500000 Penalty: 5002.209473
	Iteration 147Q: 3 clusters Score -2890310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2890308.750000 Penalty: 5002.209473
	Iteration 148Q: 3 clusters Score -2890309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2890310.250000 Penalty: 5002.209473
	Iteration 149Q: 3 clusters Score -2890310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2890308.500000 Penalty: 5002.209473
	Iteration 150Q: 3 clusters Score -2890308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2890310.750000 Penalty: 5002.209473
	Iteration 151Q: 3 clusters Score -2890311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2890312.500000 Penalty: 5002.209473
	Iteration 152Q: 3 clusters Score -2890312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2890311.750000 Penalty: 5002.209473
	Iteration 153Q: 3 clusters Score -2890312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2890313.750000 Penalty: 5002.209473
	Iteration 154Q: 3 clusters Score -2890314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2890313.750000 Penalty: 5002.209473
	Iteration 155Q: 3 clusters Score -2890314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2890313.750000 Penalty: 5002.209473
	Iteration 156F: 3 clusters Score -2890314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Entering Unmasked Estep 
Score: -812649.375000 Penalty: 2192.678955
	Iteration 0F: 2 clusters Score -812649.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -806919.250000 Penalty: 4385.357910
	Iteration 0F: 3 clusters Score -806919.2 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -808368.750000 Penalty: 4385.357910
	Iteration 1F: 3 clusters Score -808368.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -808678.750000 Penalty: 4385.357910
	Iteration 2F: 3 clusters Score -808678.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -808909.625000 Penalty: 4385.357910
	Iteration 3F: 3 clusters Score -808909.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -809070.125000 Penalty: 4385.357910
	Iteration 4Q: 3 clusters Score -809070.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -809221.312500 Penalty: 4385.357910
	Iteration 5Q: 3 clusters Score -809221.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -809370.437500 Penalty: 4385.357910
	Iteration 6Q: 3 clusters Score -809370.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -809542.062500 Penalty: 4385.357910
	Iteration 7Q: 3 clusters Score -809542.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -809701.062500 Penalty: 4385.357910
	Iteration 8Q: 3 clusters Score -809701.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -809850.625000 Penalty: 4385.357910
	Iteration 9Q: 3 clusters Score -809850.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -809980.500000 Penalty: 4385.357910
	Iteration 10Q: 3 clusters Score -809980.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -810117.250000 Penalty: 4385.357910
	Iteration 11Q: 3 clusters Score -810117.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -810247.000000 Penalty: 4385.357910
	Iteration 12Q: 3 clusters Score -810247 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -810338.187500 Penalty: 4385.357910
	Iteration 13Q: 3 clusters Score -810338.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -810420.312500 Penalty: 4385.357910
	Iteration 14Q: 3 clusters Score -810420.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -810490.250000 Penalty: 4385.357910
	Iteration 15Q: 3 clusters Score -810490.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -810562.125000 Penalty: 4385.357910
	Iteration 16Q: 3 clusters Score -810562.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -810606.187500 Penalty: 4385.357910
	Iteration 17Q: 3 clusters Score -810606.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -810629.625000 Penalty: 4385.357910
	Iteration 18Q: 3 clusters Score -810629.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -810652.062500 Penalty: 4385.357910
	Iteration 19Q: 3 clusters Score -810652.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -810674.312500 Penalty: 4385.357910
	Iteration 20F: 3 clusters Score -810674.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -810692.875000 Penalty: 4385.357910
	Iteration 21Q: 3 clusters Score -810692.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -810705.000000 Penalty: 4385.357910
	Iteration 22Q: 3 clusters Score -810705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -810713.250000 Penalty: 4385.357910
	Iteration 23Q: 3 clusters Score -810713.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -810719.812500 Penalty: 4385.357910
	Iteration 24Q: 3 clusters Score -810719.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -810724.812500 Penalty: 4385.357910
	Iteration 25Q: 3 clusters Score -810724.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -810733.562500 Penalty: 4385.357910
	Iteration 26Q: 3 clusters Score -810733.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -810742.625000 Penalty: 4385.357910
	Iteration 27Q: 3 clusters Score -810742.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -810749.375000 Penalty: 4385.357910
	Iteration 28Q: 3 clusters Score -810749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -810756.125000 Penalty: 4385.357910
	Iteration 29Q: 3 clusters Score -810756.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -810763.750000 Penalty: 4385.357910
	Iteration 30Q: 3 clusters Score -810763.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -810766.812500 Penalty: 4385.357910
	Iteration 31Q: 3 clusters Score -810766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -810769.562500 Penalty: 4385.357910
	Iteration 32Q: 3 clusters Score -810769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -810775.062500 Penalty: 4385.357910
	Iteration 33Q: 3 clusters Score -810775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -810778.000000 Penalty: 4385.357910
	Iteration 34Q: 3 clusters Score -810778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -810783.250000 Penalty: 4385.357910
	Iteration 35Q: 3 clusters Score -810783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -810786.687500 Penalty: 4385.357910
	Iteration 36Q: 3 clusters Score -810786.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -810788.312500 Penalty: 4385.357910
	Iteration 37Q: 3 clusters Score -810788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -810790.187500 Penalty: 4385.357910
	Iteration 38Q: 3 clusters Score -810790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -810795.312500 Penalty: 4385.357910
	Iteration 39Q: 3 clusters Score -810795.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -810796.500000 Penalty: 4385.357910
	Iteration 40F: 3 clusters Score -810796.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -810797.312500 Penalty: 4385.357910
	Iteration 41Q: 3 clusters Score -810797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -810797.312500 Penalty: 4385.357910
	Iteration 42F: 3 clusters Score -810797.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Entering Unmasked Estep 
Score: -2349296.250000 Penalty: 2456.411865
	Iteration 0F: 2 clusters Score -2349296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2335193.500000 Penalty: 4912.823730
	Iteration 0F: 3 clusters Score -2335194 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2339876.750000 Penalty: 4912.823730
	Iteration 1F: 3 clusters Score -2339877 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2340337.000000 Penalty: 4912.823730
	Iteration 2F: 3 clusters Score -2340337 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2340663.250000 Penalty: 4912.823730
	Iteration 3Q: 3 clusters Score -2340663 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2340919.500000 Penalty: 4912.823730
	Iteration 4Q: 3 clusters Score -2340920 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2341219.500000 Penalty: 4912.823730
	Iteration 5Q: 3 clusters Score -2341220 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2341555.500000 Penalty: 4912.823730
	Iteration 6Q: 3 clusters Score -2341556 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2341892.500000 Penalty: 4912.823730
	Iteration 7Q: 3 clusters Score -2341892 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2342298.750000 Penalty: 4912.823730
	Iteration 8Q: 3 clusters Score -2342299 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2342766.000000 Penalty: 4912.823730
	Iteration 9Q: 3 clusters Score -2342766 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2343296.750000 Penalty: 4912.823730
	Iteration 10Q: 3 clusters Score -2343297 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2343895.750000 Penalty: 4912.823730
	Iteration 11Q: 3 clusters Score -2343896 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2344520.500000 Penalty: 4912.823730
	Iteration 12Q: 3 clusters Score -2344520 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2345166.500000 Penalty: 4912.823730
	Iteration 13Q: 3 clusters Score -2345166 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2345706.000000 Penalty: 4912.823730
	Iteration 14Q: 3 clusters Score -2345706 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2346159.750000 Penalty: 4912.823730
	Iteration 15Q: 3 clusters Score -2346160 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2346491.750000 Penalty: 4912.823730
	Iteration 16Q: 3 clusters Score -2346492 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2346721.250000 Penalty: 4912.823730
	Iteration 17Q: 3 clusters Score -2346721 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2346895.250000 Penalty: 4912.823730
	Iteration 18Q: 3 clusters Score -2346895 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2347009.000000 Penalty: 4912.823730
	Iteration 19Q: 3 clusters Score -2347009 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2347087.000000 Penalty: 4912.823730
	Iteration 20F: 3 clusters Score -2347087 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2347133.500000 Penalty: 4912.823730
	Iteration 21Q: 3 clusters Score -2347134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2347164.000000 Penalty: 4912.823730
	Iteration 22Q: 3 clusters Score -2347164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2347181.750000 Penalty: 4912.823730
	Iteration 23Q: 3 clusters Score -2347182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2347200.500000 Penalty: 4912.823730
	Iteration 24Q: 3 clusters Score -2347200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2347217.000000 Penalty: 4912.823730
	Iteration 25Q: 3 clusters Score -2347217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2347231.250000 Penalty: 4912.823730
	Iteration 26Q: 3 clusters Score -2347231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2347243.750000 Penalty: 4912.823730
	Iteration 27Q: 3 clusters Score -2347244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2347254.000000 Penalty: 4912.823730
	Iteration 28Q: 3 clusters Score -2347254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2347265.750000 Penalty: 4912.823730
	Iteration 29Q: 3 clusters Score -2347266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2347270.250000 Penalty: 4912.823730
	Iteration 30Q: 3 clusters Score -2347270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2347272.750000 Penalty: 4912.823730
	Iteration 31Q: 3 clusters Score -2347273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2347286.500000 Penalty: 4912.823730
	Iteration 32Q: 3 clusters Score -2347286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2347292.250000 Penalty: 4912.823730
	Iteration 33Q: 3 clusters Score -2347292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2347297.750000 Penalty: 4912.823730
	Iteration 34Q: 3 clusters Score -2347298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2347304.250000 Penalty: 4912.823730
	Iteration 35Q: 3 clusters Score -2347304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2347304.250000 Penalty: 4912.823730
	Iteration 36Q: 3 clusters Score -2347304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2347300.000000 Penalty: 4912.823730
	Iteration 37Q: 3 clusters Score -2347300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2347308.250000 Penalty: 4912.823730
	Iteration 38Q: 3 clusters Score -2347308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2347309.250000 Penalty: 4912.823730
	Iteration 39Q: 3 clusters Score -2347309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2347311.000000 Penalty: 4912.823730
	Iteration 40F: 3 clusters Score -2347311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2347317.500000 Penalty: 4912.823730
	Iteration 41Q: 3 clusters Score -2347318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2347318.500000 Penalty: 4912.823730
	Iteration 42Q: 3 clusters Score -2347318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2347318.750000 Penalty: 4912.823730
	Iteration 43Q: 3 clusters Score -2347319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2347322.500000 Penalty: 4912.823730
	Iteration 44Q: 3 clusters Score -2347322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2347319.750000 Penalty: 4912.823730
	Iteration 45Q: 3 clusters Score -2347320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2347319.750000 Penalty: 4912.823730
	Iteration 46F: 3 clusters Score -2347320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Entering Unmasked Estep 
Score: -837986.500000 Penalty: 2199.785156
	Iteration 0F: 2 clusters Score -837986.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -832160.437500 Penalty: 4399.570312
	Iteration 0F: 3 clusters Score -832160.4 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -833704.375000 Penalty: 4399.570312
	Iteration 1F: 3 clusters Score -833704.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -833948.437500 Penalty: 4399.570312
	Iteration 2F: 3 clusters Score -833948.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -834089.500000 Penalty: 4399.570312
	Iteration 3Q: 3 clusters Score -834089.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -834183.875000 Penalty: 4399.570312
	Iteration 4Q: 3 clusters Score -834183.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -834271.500000 Penalty: 4399.570312
	Iteration 5Q: 3 clusters Score -834271.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -834341.875000 Penalty: 4399.570312
	Iteration 6Q: 3 clusters Score -834341.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -834394.812500 Penalty: 4399.570312
	Iteration 7Q: 3 clusters Score -834394.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -834440.687500 Penalty: 4399.570312
	Iteration 8Q: 3 clusters Score -834440.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -834482.312500 Penalty: 4399.570312
	Iteration 9Q: 3 clusters Score -834482.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -834526.562500 Penalty: 4399.570312
	Iteration 10Q: 3 clusters Score -834526.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -834566.812500 Penalty: 4399.570312
	Iteration 11Q: 3 clusters Score -834566.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -834608.312500 Penalty: 4399.570312
	Iteration 12Q: 3 clusters Score -834608.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -834659.812500 Penalty: 4399.570312
	Iteration 13Q: 3 clusters Score -834659.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -834710.625000 Penalty: 4399.570312
	Iteration 14Q: 3 clusters Score -834710.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -834757.062500 Penalty: 4399.570312
	Iteration 15Q: 3 clusters Score -834757.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -834803.062500 Penalty: 4399.570312
	Iteration 16Q: 3 clusters Score -834803.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -834847.500000 Penalty: 4399.570312
	Iteration 17Q: 3 clusters Score -834847.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -834893.625000 Penalty: 4399.570312
	Iteration 18Q: 3 clusters Score -834893.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -834935.312500 Penalty: 4399.570312
	Iteration 19Q: 3 clusters Score -834935.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -834990.750000 Penalty: 4399.570312
	Iteration 20F: 3 clusters Score -834990.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -835055.500000 Penalty: 4399.570312
	Iteration 21Q: 3 clusters Score -835055.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -835120.687500 Penalty: 4399.570312
	Iteration 22Q: 3 clusters Score -835120.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -835183.000000 Penalty: 4399.570312
	Iteration 23Q: 3 clusters Score -835183 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -835256.062500 Penalty: 4399.570312
	Iteration 24Q: 3 clusters Score -835256.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -835339.562500 Penalty: 4399.570312
	Iteration 25Q: 3 clusters Score -835339.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -835427.187500 Penalty: 4399.570312
	Iteration 26Q: 3 clusters Score -835427.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -835500.625000 Penalty: 4399.570312
	Iteration 27Q: 3 clusters Score -835500.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -835571.562500 Penalty: 4399.570312
	Iteration 28Q: 3 clusters Score -835571.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -835651.437500 Penalty: 4399.570312
	Iteration 29Q: 3 clusters Score -835651.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -835735.000000 Penalty: 4399.570312
	Iteration 30Q: 3 clusters Score -835735 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -835800.812500 Penalty: 4399.570312
	Iteration 31Q: 3 clusters Score -835800.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -835842.500000 Penalty: 4399.570312
	Iteration 32Q: 3 clusters Score -835842.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -835882.125000 Penalty: 4399.570312
	Iteration 33Q: 3 clusters Score -835882.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -835916.062500 Penalty: 4399.570312
	Iteration 34Q: 3 clusters Score -835916.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -835957.812500 Penalty: 4399.570312
	Iteration 35Q: 3 clusters Score -835957.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -835985.062500 Penalty: 4399.570312
	Iteration 36Q: 3 clusters Score -835985.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -836007.375000 Penalty: 4399.570312
	Iteration 37Q: 3 clusters Score -836007.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -836016.437500 Penalty: 4399.570312
	Iteration 38Q: 3 clusters Score -836016.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -836027.437500 Penalty: 4399.570312
	Iteration 39Q: 3 clusters Score -836027.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -836042.562500 Penalty: 4399.570312
	Iteration 40F: 3 clusters Score -836042.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -836047.000000 Penalty: 4399.570312
	Iteration 41Q: 3 clusters Score -836047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -836052.875000 Penalty: 4399.570312
	Iteration 42Q: 3 clusters Score -836052.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -836062.687500 Penalty: 4399.570312
	Iteration 43Q: 3 clusters Score -836062.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -836070.500000 Penalty: 4399.570312
	Iteration 44Q: 3 clusters Score -836070.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -836079.500000 Penalty: 4399.570312
	Iteration 45Q: 3 clusters Score -836079.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -836085.437500 Penalty: 4399.570312
	Iteration 46Q: 3 clusters Score -836085.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -836088.750000 Penalty: 4399.570312
	Iteration 47Q: 3 clusters Score -836088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -836091.062500 Penalty: 4399.570312
	Iteration 48Q: 3 clusters Score -836091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -836093.875000 Penalty: 4399.570312
	Iteration 49Q: 3 clusters Score -836093.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -836096.312500 Penalty: 4399.570312
	Iteration 50Q: 3 clusters Score -836096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -836096.375000 Penalty: 4399.570312
	Iteration 51Q: 3 clusters Score -836096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -836100.625000 Penalty: 4399.570312
	Iteration 52Q: 3 clusters Score -836100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -836102.250000 Penalty: 4399.570312
	Iteration 53Q: 3 clusters Score -836102.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -836107.687500 Penalty: 4399.570312
	Iteration 54Q: 3 clusters Score -836107.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -836110.687500 Penalty: 4399.570312
	Iteration 55Q: 3 clusters Score -836110.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -836113.687500 Penalty: 4399.570312
	Iteration 56Q: 3 clusters Score -836113.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -836113.687500 Penalty: 4399.570312
	Iteration 57F: 3 clusters Score -836113.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Entering Unmasked Estep 
Score: -3826593.250000 Penalty: 2573.916748
	Iteration 0F: 2 clusters Score -3826593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3804713.250000 Penalty: 5147.833496
	Iteration 0F: 3 clusters Score -3804713 nChanged 14418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3812758.500000 Penalty: 5147.833496
	Iteration 1F: 3 clusters Score -3812758 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3813427.250000 Penalty: 5147.833496
	Iteration 2F: 3 clusters Score -3813427 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3814061.750000 Penalty: 5147.833496
	Iteration 3Q: 3 clusters Score -3814062 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3814703.000000 Penalty: 5147.833496
	Iteration 4Q: 3 clusters Score -3814703 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3815464.000000 Penalty: 5147.833496
	Iteration 5Q: 3 clusters Score -3815464 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3816411.750000 Penalty: 5147.833496
	Iteration 6F: 3 clusters Score -3816412 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3817626.250000 Penalty: 5147.833496
	Iteration 7F: 3 clusters Score -3817626 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3818992.750000 Penalty: 5147.833496
	Iteration 8F: 3 clusters Score -3818993 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3820347.250000 Penalty: 5147.833496
	Iteration 9F: 3 clusters Score -3820347 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3821379.500000 Penalty: 5147.833496
	Iteration 10Q: 3 clusters Score -3821380 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3822096.250000 Penalty: 5147.833496
	Iteration 11Q: 3 clusters Score -3822096 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3822610.000000 Penalty: 5147.833496
	Iteration 12Q: 3 clusters Score -3822610 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -3822942.250000 Penalty: 5147.833496
	Iteration 13Q: 3 clusters Score -3822942 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3823148.250000 Penalty: 5147.833496
	Iteration 14Q: 3 clusters Score -3823148 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3823295.750000 Penalty: 5147.833496
	Iteration 15Q: 3 clusters Score -3823296 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3823444.000000 Penalty: 5147.833496
	Iteration 16Q: 3 clusters Score -3823444 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3823581.000000 Penalty: 5147.833496
	Iteration 17Q: 3 clusters Score -3823581 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3823694.750000 Penalty: 5147.833496
	Iteration 18Q: 3 clusters Score -3823695 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3823800.000000 Penalty: 5147.833496
	Iteration 19Q: 3 clusters Score -3823800 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3823899.750000 Penalty: 5147.833496
	Iteration 20F: 3 clusters Score -3823900 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3823975.000000 Penalty: 5147.833496
	Iteration 21Q: 3 clusters Score -3823975 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3824036.250000 Penalty: 5147.833496
	Iteration 22Q: 3 clusters Score -3824036 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3824112.000000 Penalty: 5147.833496
	Iteration 23Q: 3 clusters Score -3824112 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3824149.750000 Penalty: 5147.833496
	Iteration 24Q: 3 clusters Score -3824150 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3824188.250000 Penalty: 5147.833496
	Iteration 25Q: 3 clusters Score -3824188 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3824207.000000 Penalty: 5147.833496
	Iteration 26Q: 3 clusters Score -3824207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3824228.750000 Penalty: 5147.833496
	Iteration 27Q: 3 clusters Score -3824229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3824262.000000 Penalty: 5147.833496
	Iteration 28Q: 3 clusters Score -3824262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3824283.250000 Penalty: 5147.833496
	Iteration 29Q: 3 clusters Score -3824283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3824303.500000 Penalty: 5147.833496
	Iteration 30Q: 3 clusters Score -3824304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3824309.000000 Penalty: 5147.833496
	Iteration 31Q: 3 clusters Score -3824309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3824311.000000 Penalty: 5147.833496
	Iteration 32Q: 3 clusters Score -3824311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3824321.000000 Penalty: 5147.833496
	Iteration 33Q: 3 clusters Score -3824321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3824331.000000 Penalty: 5147.833496
	Iteration 34Q: 3 clusters Score -3824331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3824348.000000 Penalty: 5147.833496
	Iteration 35Q: 3 clusters Score -3824348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3824355.750000 Penalty: 5147.833496
	Iteration 36Q: 3 clusters Score -3824356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3824370.250000 Penalty: 5147.833496
	Iteration 37Q: 3 clusters Score -3824370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3824379.750000 Penalty: 5147.833496
	Iteration 38Q: 3 clusters Score -3824380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3824383.250000 Penalty: 5147.833496
	Iteration 39Q: 3 clusters Score -3824383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3824391.250000 Penalty: 5147.833496
	Iteration 40F: 3 clusters Score -3824391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3824395.000000 Penalty: 5147.833496
	Iteration 41Q: 3 clusters Score -3824395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3824398.750000 Penalty: 5147.833496
	Iteration 42Q: 3 clusters Score -3824399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3824399.250000 Penalty: 5147.833496
	Iteration 43Q: 3 clusters Score -3824399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3824403.000000 Penalty: 5147.833496
	Iteration 44Q: 3 clusters Score -3824403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3824403.500000 Penalty: 5147.833496
	Iteration 45Q: 3 clusters Score -3824404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3824397.500000 Penalty: 5147.833496
	Iteration 46Q: 3 clusters Score -3824398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3824403.000000 Penalty: 5147.833496
	Iteration 47Q: 3 clusters Score -3824403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3824406.500000 Penalty: 5147.833496
	Iteration 48Q: 3 clusters Score -3824406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3824410.750000 Penalty: 5147.833496
	Iteration 49Q: 3 clusters Score -3824411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3824411.000000 Penalty: 5147.833496
	Iteration 50Q: 3 clusters Score -3824411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3824411.750000 Penalty: 5147.833496
	Iteration 51Q: 3 clusters Score -3824412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3824411.000000 Penalty: 5147.833496
	Iteration 52Q: 3 clusters Score -3824411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3824412.000000 Penalty: 5147.833496
	Iteration 53Q: 3 clusters Score -3824412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3824412.000000 Penalty: 5147.833496
	Iteration 54F: 3 clusters Score -3824412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Entering Unmasked Estep 
Score: -1619914.000000 Penalty: 2366.793457
	Iteration 0F: 2 clusters Score -1619914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1609758.625000 Penalty: 4733.586914
	Iteration 0F: 3 clusters Score -1609759 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1612920.375000 Penalty: 4733.586914
	Iteration 1F: 3 clusters Score -1612920 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1613369.000000 Penalty: 4733.586914
	Iteration 2F: 3 clusters Score -1613369 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1613781.625000 Penalty: 4733.586914
	Iteration 3F: 3 clusters Score -1613782 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1614217.375000 Penalty: 4733.586914
	Iteration 4F: 3 clusters Score -1614217 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1614706.375000 Penalty: 4733.586914
	Iteration 5F: 3 clusters Score -1614706 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1615258.125000 Penalty: 4733.586914
	Iteration 6F: 3 clusters Score -1615258 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1615818.250000 Penalty: 4733.586914
	Iteration 7F: 3 clusters Score -1615818 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1616313.000000 Penalty: 4733.586914
	Iteration 8F: 3 clusters Score -1616313 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1616775.625000 Penalty: 4733.586914
	Iteration 9F: 3 clusters Score -1616776 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1617156.375000 Penalty: 4733.586914
	Iteration 10Q: 3 clusters Score -1617156 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1617448.000000 Penalty: 4733.586914
	Iteration 11Q: 3 clusters Score -1617448 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1617710.125000 Penalty: 4733.586914
	Iteration 12Q: 3 clusters Score -1617710 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1617934.875000 Penalty: 4733.586914
	Iteration 13Q: 3 clusters Score -1617935 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1618158.625000 Penalty: 4733.586914
	Iteration 14Q: 3 clusters Score -1618159 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1618357.750000 Penalty: 4733.586914
	Iteration 15Q: 3 clusters Score -1618358 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1618505.250000 Penalty: 4733.586914
	Iteration 16Q: 3 clusters Score -1618505 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1618612.500000 Penalty: 4733.586914
	Iteration 17Q: 3 clusters Score -1618612 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1618674.000000 Penalty: 4733.586914
	Iteration 18Q: 3 clusters Score -1618674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1618716.000000 Penalty: 4733.586914
	Iteration 19Q: 3 clusters Score -1618716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1618739.375000 Penalty: 4733.586914
	Iteration 20F: 3 clusters Score -1618739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1618762.875000 Penalty: 4733.586914
	Iteration 21Q: 3 clusters Score -1618763 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1618776.625000 Penalty: 4733.586914
	Iteration 22Q: 3 clusters Score -1618777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1618795.375000 Penalty: 4733.586914
	Iteration 23Q: 3 clusters Score -1618795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1618807.375000 Penalty: 4733.586914
	Iteration 24Q: 3 clusters Score -1618807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1618820.125000 Penalty: 4733.586914
	Iteration 25Q: 3 clusters Score -1618820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1618826.125000 Penalty: 4733.586914
	Iteration 26Q: 3 clusters Score -1618826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1618832.250000 Penalty: 4733.586914
	Iteration 27Q: 3 clusters Score -1618832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1618837.500000 Penalty: 4733.586914
	Iteration 28Q: 3 clusters Score -1618838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1618838.625000 Penalty: 4733.586914
	Iteration 29Q: 3 clusters Score -1618839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1618842.000000 Penalty: 4733.586914
	Iteration 30Q: 3 clusters Score -1618842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1618842.250000 Penalty: 4733.586914
	Iteration 31Q: 3 clusters Score -1618842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1618843.125000 Penalty: 4733.586914
	Iteration 32Q: 3 clusters Score -1618843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1618845.375000 Penalty: 4733.586914
	Iteration 33Q: 3 clusters Score -1618845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1618852.750000 Penalty: 4733.586914
	Iteration 34Q: 3 clusters Score -1618853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1618854.625000 Penalty: 4733.586914
	Iteration 35Q: 3 clusters Score -1618855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1618853.750000 Penalty: 4733.586914
	Iteration 36Q: 3 clusters Score -1618854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1618853.875000 Penalty: 4733.586914
	Iteration 37Q: 3 clusters Score -1618854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1618857.000000 Penalty: 4733.586914
	Iteration 38Q: 3 clusters Score -1618857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1618857.125000 Penalty: 4733.586914
	Iteration 39Q: 3 clusters Score -1618857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1618856.750000 Penalty: 4733.586914
	Iteration 40F: 3 clusters Score -1618857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1618857.250000 Penalty: 4733.586914
	Iteration 41Q: 3 clusters Score -1618857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1618856.375000 Penalty: 4733.586914
	Iteration 42Q: 3 clusters Score -1618856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1618859.375000 Penalty: 4733.586914
	Iteration 43Q: 3 clusters Score -1618859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1618859.750000 Penalty: 4733.586914
	Iteration 44Q: 3 clusters Score -1618860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1618859.750000 Penalty: 4733.586914
	Iteration 45F: 3 clusters Score -1618860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (143810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143810 members 
Entering Unmasked Estep 
Score: -17161108.000000 Penalty: 2945.309570
	Iteration 0F: 2 clusters Score -1.716111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 71877 members 
Entering Unmasked Estep 
Score: -17064696.000000 Penalty: 5890.619141
	Iteration 0F: 3 clusters Score -1.70647e+07 nChanged 68896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -17104768.000000 Penalty: 5890.619141
	Iteration 1F: 3 clusters Score -1.710477e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -17105920.000000 Penalty: 5890.619141
	Iteration 2Q: 3 clusters Score -1.710592e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -17107368.000000 Penalty: 5890.619141
	Iteration 3Q: 3 clusters Score -1.710737e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80024 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -17109132.000000 Penalty: 5890.619141
	Iteration 4Q: 3 clusters Score -1.710913e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -17112076.000000 Penalty: 5890.619141
	Iteration 5Q: 3 clusters Score -1.711208e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -17116272.000000 Penalty: 5890.619141
	Iteration 6F: 3 clusters Score -1.711627e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97751 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -17122500.000000 Penalty: 5890.619141
	Iteration 7F: 3 clusters Score -1.71225e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106416 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -17129882.000000 Penalty: 5890.619141
	Iteration 8F: 3 clusters Score -1.712988e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115096 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -17138040.000000 Penalty: 5890.619141
	Iteration 9F: 3 clusters Score -1.713804e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122282 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -17146518.000000 Penalty: 5890.619141
	Iteration 10F: 3 clusters Score -1.714652e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126567 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -17153472.000000 Penalty: 5890.619141
	Iteration 11Q: 3 clusters Score -1.715347e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128083 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -17156252.000000 Penalty: 5890.619141
	Iteration 12Q: 3 clusters Score -1.715625e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128777 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -17156924.000000 Penalty: 5890.619141
	Iteration 13Q: 3 clusters Score -1.715692e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129375 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -17157234.000000 Penalty: 5890.619141
	Iteration 14Q: 3 clusters Score -1.715723e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129927 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -17157376.000000 Penalty: 5890.619141
	Iteration 15Q: 3 clusters Score -1.715738e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130399 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -17157512.000000 Penalty: 5890.619141
	Iteration 16Q: 3 clusters Score -1.715751e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130864 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -17157628.000000 Penalty: 5890.619141
	Iteration 17Q: 3 clusters Score -1.715763e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131285 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -17157686.000000 Penalty: 5890.619141
	Iteration 18Q: 3 clusters Score -1.715769e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131686 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -17157764.000000 Penalty: 5890.619141
	Iteration 19Q: 3 clusters Score -1.715776e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132090 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -17157842.000000 Penalty: 5890.619141
	Iteration 20F: 3 clusters Score -1.715784e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132461 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -17157922.000000 Penalty: 5890.619141
	Iteration 21Q: 3 clusters Score -1.715792e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132846 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -17157996.000000 Penalty: 5890.619141
	Iteration 22Q: 3 clusters Score -1.7158e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133202 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -17158074.000000 Penalty: 5890.619141
	Iteration 23Q: 3 clusters Score -1.715807e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133547 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -17158118.000000 Penalty: 5890.619141
	Iteration 24Q: 3 clusters Score -1.715812e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133894 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -17158216.000000 Penalty: 5890.619141
	Iteration 25Q: 3 clusters Score -1.715822e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134201 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -17158236.000000 Penalty: 5890.619141
	Iteration 26Q: 3 clusters Score -1.715824e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134518 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -17158270.000000 Penalty: 5890.619141
	Iteration 27Q: 3 clusters Score -1.715827e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134833 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -17158410.000000 Penalty: 5890.619141
	Iteration 28Q: 3 clusters Score -1.715841e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135146 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -17158450.000000 Penalty: 5890.619141
	Iteration 29Q: 3 clusters Score -1.715845e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135445 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -17158482.000000 Penalty: 5890.619141
	Iteration 30Q: 3 clusters Score -1.715848e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135705 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -17158570.000000 Penalty: 5890.619141
	Iteration 31Q: 3 clusters Score -1.715857e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135949 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -17158552.000000 Penalty: 5890.619141
	Iteration 32Q: 3 clusters Score -1.715855e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136205 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -17158560.000000 Penalty: 5890.619141
	Iteration 33Q: 3 clusters Score -1.715856e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136450 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -17158646.000000 Penalty: 5890.619141
	Iteration 34Q: 3 clusters Score -1.715865e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136712 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -17158722.000000 Penalty: 5890.619141
	Iteration 35Q: 3 clusters Score -1.715872e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136942 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -17158746.000000 Penalty: 5890.619141
	Iteration 36Q: 3 clusters Score -1.715875e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137145 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -17158794.000000 Penalty: 5890.619141
	Iteration 37Q: 3 clusters Score -1.715879e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137327 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -17158852.000000 Penalty: 5890.619141
	Iteration 38Q: 3 clusters Score -1.715885e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137501 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -17158904.000000 Penalty: 5890.619141
	Iteration 39Q: 3 clusters Score -1.71589e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137655 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -17158952.000000 Penalty: 5890.619141
	Iteration 40F: 3 clusters Score -1.715895e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137795 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -17158942.000000 Penalty: 5890.619141
	Iteration 41Q: 3 clusters Score -1.715894e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137949 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -17158970.000000 Penalty: 5890.619141
	Iteration 42Q: 3 clusters Score -1.715897e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138097 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -17159036.000000 Penalty: 5890.619141
	Iteration 43Q: 3 clusters Score -1.715904e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138245 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -17159062.000000 Penalty: 5890.619141
	Iteration 44Q: 3 clusters Score -1.715906e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138370 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -17159108.000000 Penalty: 5890.619141
	Iteration 45Q: 3 clusters Score -1.715911e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138480 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -17159118.000000 Penalty: 5890.619141
	Iteration 46Q: 3 clusters Score -1.715912e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138586 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -17159148.000000 Penalty: 5890.619141
	Iteration 47Q: 3 clusters Score -1.715915e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138672 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -17159160.000000 Penalty: 5890.619141
	Iteration 48Q: 3 clusters Score -1.715916e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138761 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -17159190.000000 Penalty: 5890.619141
	Iteration 49Q: 3 clusters Score -1.715919e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138846 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -17159212.000000 Penalty: 5890.619141
	Iteration 50Q: 3 clusters Score -1.715921e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138918 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -17159230.000000 Penalty: 5890.619141
	Iteration 51Q: 3 clusters Score -1.715923e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138994 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -17159258.000000 Penalty: 5890.619141
	Iteration 52Q: 3 clusters Score -1.715926e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139064 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -17159266.000000 Penalty: 5890.619141
	Iteration 53Q: 3 clusters Score -1.715927e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139136 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -17159254.000000 Penalty: 5890.619141
	Iteration 54Q: 3 clusters Score -1.715925e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139206 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -17159288.000000 Penalty: 5890.619141
	Iteration 55Q: 3 clusters Score -1.715929e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139265 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -17159310.000000 Penalty: 5890.619141
	Iteration 56Q: 3 clusters Score -1.715931e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139311 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -17159340.000000 Penalty: 5890.619141
	Iteration 57Q: 3 clusters Score -1.715934e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139365 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -17159352.000000 Penalty: 5890.619141
	Iteration 58Q: 3 clusters Score -1.715935e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139415 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -17159344.000000 Penalty: 5890.619141
	Iteration 59Q: 3 clusters Score -1.715934e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139463 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -17159354.000000 Penalty: 5890.619141
	Iteration 60F: 3 clusters Score -1.715935e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139493 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -17159358.000000 Penalty: 5890.619141
	Iteration 61Q: 3 clusters Score -1.715936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139518 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -17159370.000000 Penalty: 5890.619141
	Iteration 62Q: 3 clusters Score -1.715937e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139543 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -17159364.000000 Penalty: 5890.619141
	Iteration 63Q: 3 clusters Score -1.715936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139563 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -17159364.000000 Penalty: 5890.619141
	Iteration 64Q: 3 clusters Score -1.715936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139581 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -17159374.000000 Penalty: 5890.619141
	Iteration 65Q: 3 clusters Score -1.715937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139597 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -17159372.000000 Penalty: 5890.619141
	Iteration 66Q: 3 clusters Score -1.715937e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139616 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -17159366.000000 Penalty: 5890.619141
	Iteration 67Q: 3 clusters Score -1.715937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139633 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -17159368.000000 Penalty: 5890.619141
	Iteration 68Q: 3 clusters Score -1.715937e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139658 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -17159364.000000 Penalty: 5890.619141
	Iteration 69Q: 3 clusters Score -1.715936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139677 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -17159362.000000 Penalty: 5890.619141
	Iteration 70Q: 3 clusters Score -1.715936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139695 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -17159352.000000 Penalty: 5890.619141
	Iteration 71Q: 3 clusters Score -1.715935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139720 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -17159366.000000 Penalty: 5890.619141
	Iteration 72Q: 3 clusters Score -1.715937e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139741 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -17159374.000000 Penalty: 5890.619141
	Iteration 73Q: 3 clusters Score -1.715937e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139760 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -17159368.000000 Penalty: 5890.619141
	Iteration 74Q: 3 clusters Score -1.715937e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139782 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -17159400.000000 Penalty: 5890.619141
	Iteration 75Q: 3 clusters Score -1.71594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139808 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -17159390.000000 Penalty: 5890.619141
	Iteration 76Q: 3 clusters Score -1.715939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139826 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -17159400.000000 Penalty: 5890.619141
	Iteration 77Q: 3 clusters Score -1.71594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139844 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -17159412.000000 Penalty: 5890.619141
	Iteration 78Q: 3 clusters Score -1.715941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139860 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -17159424.000000 Penalty: 5890.619141
	Iteration 79Q: 3 clusters Score -1.715942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139871 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -17159422.000000 Penalty: 5890.619141
	Iteration 80F: 3 clusters Score -1.715942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139883 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -17159412.000000 Penalty: 5890.619141
	Iteration 81Q: 3 clusters Score -1.715941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139901 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -17159424.000000 Penalty: 5890.619141
	Iteration 82Q: 3 clusters Score -1.715942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139920 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -17159408.000000 Penalty: 5890.619141
	Iteration 83Q: 3 clusters Score -1.715941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139930 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -17159410.000000 Penalty: 5890.619141
	Iteration 84Q: 3 clusters Score -1.715941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139946 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -17159378.000000 Penalty: 5890.619141
	Iteration 85Q: 3 clusters Score -1.715938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139957 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -17159382.000000 Penalty: 5890.619141
	Iteration 86Q: 3 clusters Score -1.715938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139966 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -17159382.000000 Penalty: 5890.619141
	Iteration 87Q: 3 clusters Score -1.715938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139975 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -17159370.000000 Penalty: 5890.619141
	Iteration 88Q: 3 clusters Score -1.715937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139984 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -17159376.000000 Penalty: 5890.619141
	Iteration 89Q: 3 clusters Score -1.715938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139997 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -17159376.000000 Penalty: 5890.619141
	Iteration 90Q: 3 clusters Score -1.715938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140013 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -17159370.000000 Penalty: 5890.619141
	Iteration 91Q: 3 clusters Score -1.715937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140026 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -17159364.000000 Penalty: 5890.619141
	Iteration 92Q: 3 clusters Score -1.715936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140040 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -17159360.000000 Penalty: 5890.619141
	Iteration 93Q: 3 clusters Score -1.715936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140053 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -17159374.000000 Penalty: 5890.619141
	Iteration 94Q: 3 clusters Score -1.715937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140063 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -17159362.000000 Penalty: 5890.619141
	Iteration 95Q: 3 clusters Score -1.715936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140068 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -17159362.000000 Penalty: 5890.619141
	Iteration 96Q: 3 clusters Score -1.715936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140073 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -17159350.000000 Penalty: 5890.619141
	Iteration 97Q: 3 clusters Score -1.715935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140076 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -17159352.000000 Penalty: 5890.619141
	Iteration 98Q: 3 clusters Score -1.715935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140081 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -17159340.000000 Penalty: 5890.619141
	Iteration 99Q: 3 clusters Score -1.715934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140083 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -17159352.000000 Penalty: 5890.619141
	Iteration 100F: 3 clusters Score -1.715935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140086 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -17159360.000000 Penalty: 5890.619141
	Iteration 101Q: 3 clusters Score -1.715936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140089 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -17159356.000000 Penalty: 5890.619141
	Iteration 102Q: 3 clusters Score -1.715936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140092 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -17159356.000000 Penalty: 5890.619141
	Iteration 103Q: 3 clusters Score -1.715936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140091 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -17159364.000000 Penalty: 5890.619141
	Iteration 104Q: 3 clusters Score -1.715936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140091 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -17159364.000000 Penalty: 5890.619141
	Iteration 105F: 3 clusters Score -1.715936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Entering Unmasked Estep 
Score: -657748.062500 Penalty: 2161.253662
	Iteration 0F: 2 clusters Score -657748.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -652546.562500 Penalty: 4322.507324
	Iteration 0F: 3 clusters Score -652546.6 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -654204.187500 Penalty: 4322.507324
	Iteration 1F: 3 clusters Score -654204.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -654684.375000 Penalty: 4322.507324
	Iteration 2F: 3 clusters Score -654684.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -655105.750000 Penalty: 4322.507324
	Iteration 3F: 3 clusters Score -655105.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -655485.000000 Penalty: 4322.507324
	Iteration 4F: 3 clusters Score -655485 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -655802.312500 Penalty: 4322.507324
	Iteration 5F: 3 clusters Score -655802.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -656081.562500 Penalty: 4322.507324
	Iteration 6F: 3 clusters Score -656081.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -656289.562500 Penalty: 4322.507324
	Iteration 7Q: 3 clusters Score -656289.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -656422.375000 Penalty: 4322.507324
	Iteration 8Q: 3 clusters Score -656422.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -656505.937500 Penalty: 4322.507324
	Iteration 9Q: 3 clusters Score -656505.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -656551.937500 Penalty: 4322.507324
	Iteration 10Q: 3 clusters Score -656551.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -656579.187500 Penalty: 4322.507324
	Iteration 11Q: 3 clusters Score -656579.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -656602.937500 Penalty: 4322.507324
	Iteration 12Q: 3 clusters Score -656602.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -656616.250000 Penalty: 4322.507324
	Iteration 13Q: 3 clusters Score -656616.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -656623.562500 Penalty: 4322.507324
	Iteration 14Q: 3 clusters Score -656623.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -656628.437500 Penalty: 4322.507324
	Iteration 15Q: 3 clusters Score -656628.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -656631.937500 Penalty: 4322.507324
	Iteration 16Q: 3 clusters Score -656631.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -656637.187500 Penalty: 4322.507324
	Iteration 17Q: 3 clusters Score -656637.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -656639.375000 Penalty: 4322.507324
	Iteration 18Q: 3 clusters Score -656639.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -656642.125000 Penalty: 4322.507324
	Iteration 19Q: 3 clusters Score -656642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -656646.875000 Penalty: 4322.507324
	Iteration 20F: 3 clusters Score -656646.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -656649.937500 Penalty: 4322.507324
	Iteration 21Q: 3 clusters Score -656649.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -656654.812500 Penalty: 4322.507324
	Iteration 22Q: 3 clusters Score -656654.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -656656.250000 Penalty: 4322.507324
	Iteration 23Q: 3 clusters Score -656656.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -656657.500000 Penalty: 4322.507324
	Iteration 24Q: 3 clusters Score -656657.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -656659.250000 Penalty: 4322.507324
	Iteration 25Q: 3 clusters Score -656659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -656661.312500 Penalty: 4322.507324
	Iteration 26Q: 3 clusters Score -656661.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -656662.375000 Penalty: 4322.507324
	Iteration 27Q: 3 clusters Score -656662.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -656662.375000 Penalty: 4322.507324
	Iteration 28Q: 3 clusters Score -656662.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -656664.500000 Penalty: 4322.507324
	Iteration 29Q: 3 clusters Score -656664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -656664.625000 Penalty: 4322.507324
	Iteration 30Q: 3 clusters Score -656664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -656666.625000 Penalty: 4322.507324
	Iteration 31Q: 3 clusters Score -656666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -656666.125000 Penalty: 4322.507324
	Iteration 32Q: 3 clusters Score -656666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -656667.687500 Penalty: 4322.507324
	Iteration 33Q: 3 clusters Score -656667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -656667.062500 Penalty: 4322.507324
	Iteration 34Q: 3 clusters Score -656667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -656668.687500 Penalty: 4322.507324
	Iteration 35Q: 3 clusters Score -656668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -656668.562500 Penalty: 4322.507324
	Iteration 36Q: 3 clusters Score -656668.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -656669.187500 Penalty: 4322.507324
	Iteration 37Q: 3 clusters Score -656669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -656669.625000 Penalty: 4322.507324
	Iteration 38Q: 3 clusters Score -656669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -656669.937500 Penalty: 4322.507324
	Iteration 39Q: 3 clusters Score -656669.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -656670.500000 Penalty: 4322.507324
	Iteration 40F: 3 clusters Score -656670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -656669.687500 Penalty: 4322.507324
	Iteration 41Q: 3 clusters Score -656669.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -656669.562500 Penalty: 4322.507324
	Iteration 42Q: 3 clusters Score -656669.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -656669.562500 Penalty: 4322.507324
	Iteration 43F: 3 clusters Score -656669.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173800 members 
Entering Unmasked Estep 
Score: -20794368.000000 Penalty: 2992.283691
	Iteration 0F: 2 clusters Score -2.079437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86721 members 
Mstep: Class 2 contains 87079 members 
Entering Unmasked Estep 
Score: -20683920.000000 Penalty: 5984.567383
	Iteration 0F: 3 clusters Score -2.068392e+07 nChanged 83255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84448 members 
Mstep: Class 2 contains 89352 members 
Entering Unmasked Estep 
Score: -20731818.000000 Penalty: 5984.567383
	Iteration 1F: 3 clusters Score -2.073182e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83087 members 
Mstep: Class 2 contains 90713 members 
Entering Unmasked Estep 
Score: -20732620.000000 Penalty: 5984.567383
	Iteration 2Q: 3 clusters Score -2.073262e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 92690 members 
Entering Unmasked Estep 
Score: -20733598.000000 Penalty: 5984.567383
	Iteration 3Q: 3 clusters Score -2.07336e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -20734948.000000 Penalty: 5984.567383
	Iteration 4Q: 3 clusters Score -2.073495e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 100487 members 
Entering Unmasked Estep 
Score: -20737142.000000 Penalty: 5984.567383
	Iteration 5Q: 3 clusters Score -2.073714e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 107424 members 
Entering Unmasked Estep 
Score: -20740358.000000 Penalty: 5984.567383
	Iteration 6Q: 3 clusters Score -2.074036e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 117368 members 
Entering Unmasked Estep 
Score: -20746618.000000 Penalty: 5984.567383
	Iteration 7F: 3 clusters Score -2.074662e+07 nChanged 13484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 130820 members 
Entering Unmasked Estep 
Score: -20757050.000000 Penalty: 5984.567383
	Iteration 8F: 3 clusters Score -2.075705e+07 nChanged 15458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 146266 members 
Entering Unmasked Estep 
Score: -20771306.000000 Penalty: 5984.567383
	Iteration 9F: 3 clusters Score -2.077131e+07 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 159450 members 
Entering Unmasked Estep 
Score: -20782672.000000 Penalty: 5984.567383
	Iteration 10F: 3 clusters Score -2.078267e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 167405 members 
Entering Unmasked Estep 
Score: -20788304.000000 Penalty: 5984.567383
	Iteration 11Q: 3 clusters Score -2.07883e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 170999 members 
Entering Unmasked Estep 
Score: -20790568.000000 Penalty: 5984.567383
	Iteration 12Q: 3 clusters Score -2.079057e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 172303 members 
Entering Unmasked Estep 
Score: -20791226.000000 Penalty: 5984.567383
	Iteration 13Q: 3 clusters Score -2.079123e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -20791488.000000 Penalty: 5984.567383
	Iteration 14Q: 3 clusters Score -2.079149e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 173006 members 
Entering Unmasked Estep 
Score: -20791680.000000 Penalty: 5984.567383
	Iteration 15Q: 3 clusters Score -2.079168e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 173105 members 
Entering Unmasked Estep 
Score: -20791812.000000 Penalty: 5984.567383
	Iteration 16Q: 3 clusters Score -2.079181e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 173157 members 
Entering Unmasked Estep 
Score: -20791850.000000 Penalty: 5984.567383
	Iteration 17Q: 3 clusters Score -2.079185e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 173189 members 
Entering Unmasked Estep 
Score: -20791902.000000 Penalty: 5984.567383
	Iteration 18Q: 3 clusters Score -2.07919e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 173208 members 
Entering Unmasked Estep 
Score: -20791932.000000 Penalty: 5984.567383
	Iteration 19Q: 3 clusters Score -2.079193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 173219 members 
Entering Unmasked Estep 
Score: -20791938.000000 Penalty: 5984.567383
	Iteration 20F: 3 clusters Score -2.079194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 173228 members 
Entering Unmasked Estep 
Score: -20791972.000000 Penalty: 5984.567383
	Iteration 21Q: 3 clusters Score -2.079197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 173229 members 
Entering Unmasked Estep 
Score: -20791970.000000 Penalty: 5984.567383
	Iteration 22Q: 3 clusters Score -2.079197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 173233 members 
Entering Unmasked Estep 
Score: -20791976.000000 Penalty: 5984.567383
	Iteration 23Q: 3 clusters Score -2.079198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 173239 members 
Entering Unmasked Estep 
Score: -20791984.000000 Penalty: 5984.567383
	Iteration 24Q: 3 clusters Score -2.079198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 173242 members 
Entering Unmasked Estep 
Score: -20791994.000000 Penalty: 5984.567383
	Iteration 25Q: 3 clusters Score -2.079199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 173252 members 
Entering Unmasked Estep 
Score: -20792018.000000 Penalty: 5984.567383
	Iteration 26Q: 3 clusters Score -2.079202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 173263 members 
Entering Unmasked Estep 
Score: -20792032.000000 Penalty: 5984.567383
	Iteration 27Q: 3 clusters Score -2.079203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 173261 members 
Entering Unmasked Estep 
Score: -20792028.000000 Penalty: 5984.567383
	Iteration 28Q: 3 clusters Score -2.079203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 173262 members 
Entering Unmasked Estep 
Score: -20792046.000000 Penalty: 5984.567383
	Iteration 29Q: 3 clusters Score -2.079205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 173268 members 
Entering Unmasked Estep 
Score: -20792044.000000 Penalty: 5984.567383
	Iteration 30Q: 3 clusters Score -2.079204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 173267 members 
Entering Unmasked Estep 
Score: -20792060.000000 Penalty: 5984.567383
	Iteration 31Q: 3 clusters Score -2.079206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 173272 members 
Entering Unmasked Estep 
Score: -20792072.000000 Penalty: 5984.567383
	Iteration 32Q: 3 clusters Score -2.079207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 173274 members 
Entering Unmasked Estep 
Score: -20792058.000000 Penalty: 5984.567383
	Iteration 33Q: 3 clusters Score -2.079206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 173273 members 
Entering Unmasked Estep 
Score: -20792070.000000 Penalty: 5984.567383
	Iteration 34Q: 3 clusters Score -2.079207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 173274 members 
Entering Unmasked Estep 
Score: -20792076.000000 Penalty: 5984.567383
	Iteration 35Q: 3 clusters Score -2.079208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 173274 members 
Entering Unmasked Estep 
Score: -20792066.000000 Penalty: 5984.567383
	Iteration 36Q: 3 clusters Score -2.079207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 173275 members 
Entering Unmasked Estep 
Score: -20792066.000000 Penalty: 5984.567383
	Iteration 37Q: 3 clusters Score -2.079207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 173275 members 
Entering Unmasked Estep 
Score: -20792066.000000 Penalty: 5984.567383
	Iteration 38Q: 3 clusters Score -2.079207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 173275 members 
Entering Unmasked Estep 
Score: -20792072.000000 Penalty: 5984.567383
	Iteration 39Q: 3 clusters Score -2.079207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 173276 members 
Entering Unmasked Estep 
Score: -20792082.000000 Penalty: 5984.567383
	Iteration 40F: 3 clusters Score -2.079208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 173275 members 
Entering Unmasked Estep 
Score: -20792068.000000 Penalty: 5984.567383
	Iteration 41Q: 3 clusters Score -2.079207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 173275 members 
Entering Unmasked Estep 
Score: -20792068.000000 Penalty: 5984.567383
	Iteration 42F: 3 clusters Score -2.079207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (156306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156306 members 
Entering Unmasked Estep 
Score: -18712402.000000 Penalty: 2965.973633
	Iteration 0F: 2 clusters Score -1.87124e+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 78378 members 
Entering Unmasked Estep 
Score: -18608522.000000 Penalty: 5931.947266
	Iteration 0F: 3 clusters Score -1.860852e+07 nChanged 74988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 81936 members 
Entering Unmasked Estep 
Score: -18652782.000000 Penalty: 5931.947266
	Iteration 1F: 3 clusters Score -1.865278e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 84367 members 
Entering Unmasked Estep 
Score: -18654466.000000 Penalty: 5931.947266
	Iteration 2Q: 3 clusters Score -1.865447e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -18657222.000000 Penalty: 5931.947266
	Iteration 3Q: 3 clusters Score -1.865722e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -18661392.000000 Penalty: 5931.947266
	Iteration 4Q: 3 clusters Score -1.866139e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 100023 members 
Entering Unmasked Estep 
Score: -18667622.000000 Penalty: 5931.947266
	Iteration 5F: 3 clusters Score -1.866762e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 107347 members 
Entering Unmasked Estep 
Score: -18675540.000000 Penalty: 5931.947266
	Iteration 6F: 3 clusters Score -1.867554e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 113956 members 
Entering Unmasked Estep 
Score: -18683604.000000 Penalty: 5931.947266
	Iteration 7F: 3 clusters Score -1.86836e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 118624 members 
Entering Unmasked Estep 
Score: -18690536.000000 Penalty: 5931.947266
	Iteration 8F: 3 clusters Score -1.869054e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 121627 members 
Entering Unmasked Estep 
Score: -18695054.000000 Penalty: 5931.947266
	Iteration 9Q: 3 clusters Score -1.869505e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 123689 members 
Entering Unmasked Estep 
Score: -18697452.000000 Penalty: 5931.947266
	Iteration 10Q: 3 clusters Score -1.869745e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 125552 members 
Entering Unmasked Estep 
Score: -18698810.000000 Penalty: 5931.947266
	Iteration 11Q: 3 clusters Score -1.869881e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 127344 members 
Entering Unmasked Estep 
Score: -18699628.000000 Penalty: 5931.947266
	Iteration 12Q: 3 clusters Score -1.869963e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 129102 members 
Entering Unmasked Estep 
Score: -18700316.000000 Penalty: 5931.947266
	Iteration 13Q: 3 clusters Score -1.870032e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 130718 members 
Entering Unmasked Estep 
Score: -18700962.000000 Penalty: 5931.947266
	Iteration 14Q: 3 clusters Score -1.870096e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 132356 members 
Entering Unmasked Estep 
Score: -18701594.000000 Penalty: 5931.947266
	Iteration 15Q: 3 clusters Score -1.870159e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 133960 members 
Entering Unmasked Estep 
Score: -18702122.000000 Penalty: 5931.947266
	Iteration 16Q: 3 clusters Score -1.870212e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 135587 members 
Entering Unmasked Estep 
Score: -18702740.000000 Penalty: 5931.947266
	Iteration 17Q: 3 clusters Score -1.870274e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 137192 members 
Entering Unmasked Estep 
Score: -18703408.000000 Penalty: 5931.947266
	Iteration 18Q: 3 clusters Score -1.870341e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 138764 members 
Entering Unmasked Estep 
Score: -18703930.000000 Penalty: 5931.947266
	Iteration 19Q: 3 clusters Score -1.870393e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 140318 members 
Entering Unmasked Estep 
Score: -18704474.000000 Penalty: 5931.947266
	Iteration 20F: 3 clusters Score -1.870447e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 141844 members 
Entering Unmasked Estep 
Score: -18705058.000000 Penalty: 5931.947266
	Iteration 21Q: 3 clusters Score -1.870506e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 143361 members 
Entering Unmasked Estep 
Score: -18705564.000000 Penalty: 5931.947266
	Iteration 22Q: 3 clusters Score -1.870556e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 144804 members 
Entering Unmasked Estep 
Score: -18706068.000000 Penalty: 5931.947266
	Iteration 23Q: 3 clusters Score -1.870607e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 146156 members 
Entering Unmasked Estep 
Score: -18706618.000000 Penalty: 5931.947266
	Iteration 24Q: 3 clusters Score -1.870662e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 147468 members 
Entering Unmasked Estep 
Score: -18707048.000000 Penalty: 5931.947266
	Iteration 25Q: 3 clusters Score -1.870705e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 148726 members 
Entering Unmasked Estep 
Score: -18707498.000000 Penalty: 5931.947266
	Iteration 26Q: 3 clusters Score -1.87075e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 149874 members 
Entering Unmasked Estep 
Score: -18707866.000000 Penalty: 5931.947266
	Iteration 27Q: 3 clusters Score -1.870787e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 150866 members 
Entering Unmasked Estep 
Score: -18708246.000000 Penalty: 5931.947266
	Iteration 28Q: 3 clusters Score -1.870825e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 151692 members 
Entering Unmasked Estep 
Score: -18708544.000000 Penalty: 5931.947266
	Iteration 29Q: 3 clusters Score -1.870854e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 152395 members 
Entering Unmasked Estep 
Score: -18708810.000000 Penalty: 5931.947266
	Iteration 30Q: 3 clusters Score -1.870881e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 153005 members 
Entering Unmasked Estep 
Score: -18709030.000000 Penalty: 5931.947266
	Iteration 31Q: 3 clusters Score -1.870903e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 153481 members 
Entering Unmasked Estep 
Score: -18709188.000000 Penalty: 5931.947266
	Iteration 32Q: 3 clusters Score -1.870919e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 153839 members 
Entering Unmasked Estep 
Score: -18709334.000000 Penalty: 5931.947266
	Iteration 33Q: 3 clusters Score -1.870933e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 154149 members 
Entering Unmasked Estep 
Score: -18709442.000000 Penalty: 5931.947266
	Iteration 34Q: 3 clusters Score -1.870944e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 154367 members 
Entering Unmasked Estep 
Score: -18709536.000000 Penalty: 5931.947266
	Iteration 35Q: 3 clusters Score -1.870954e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 154528 members 
Entering Unmasked Estep 
Score: -18709626.000000 Penalty: 5931.947266
	Iteration 36Q: 3 clusters Score -1.870963e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 154662 members 
Entering Unmasked Estep 
Score: -18709676.000000 Penalty: 5931.947266
	Iteration 37Q: 3 clusters Score -1.870968e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 154778 members 
Entering Unmasked Estep 
Score: -18709710.000000 Penalty: 5931.947266
	Iteration 38Q: 3 clusters Score -1.870971e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 154873 members 
Entering Unmasked Estep 
Score: -18709712.000000 Penalty: 5931.947266
	Iteration 39Q: 3 clusters Score -1.870971e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 154940 members 
Entering Unmasked Estep 
Score: -18709764.000000 Penalty: 5931.947266
	Iteration 40F: 3 clusters Score -1.870976e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 155003 members 
Entering Unmasked Estep 
Score: -18709784.000000 Penalty: 5931.947266
	Iteration 41Q: 3 clusters Score -1.870978e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 155047 members 
Entering Unmasked Estep 
Score: -18709810.000000 Penalty: 5931.947266
	Iteration 42Q: 3 clusters Score -1.870981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 155074 members 
Entering Unmasked Estep 
Score: -18709836.000000 Penalty: 5931.947266
	Iteration 43Q: 3 clusters Score -1.870984e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 155112 members 
Entering Unmasked Estep 
Score: -18709890.000000 Penalty: 5931.947266
	Iteration 44Q: 3 clusters Score -1.870989e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 155147 members 
Entering Unmasked Estep 
Score: -18709896.000000 Penalty: 5931.947266
	Iteration 45Q: 3 clusters Score -1.87099e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 155170 members 
Entering Unmasked Estep 
Score: -18709916.000000 Penalty: 5931.947266
	Iteration 46Q: 3 clusters Score -1.870992e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 155187 members 
Entering Unmasked Estep 
Score: -18709926.000000 Penalty: 5931.947266
	Iteration 47Q: 3 clusters Score -1.870993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 155198 members 
Entering Unmasked Estep 
Score: -18709936.000000 Penalty: 5931.947266
	Iteration 48Q: 3 clusters Score -1.870994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 155206 members 
Entering Unmasked Estep 
Score: -18709942.000000 Penalty: 5931.947266
	Iteration 49Q: 3 clusters Score -1.870994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 155216 members 
Entering Unmasked Estep 
Score: -18709942.000000 Penalty: 5931.947266
	Iteration 50Q: 3 clusters Score -1.870994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 155218 members 
Entering Unmasked Estep 
Score: -18709938.000000 Penalty: 5931.947266
	Iteration 51Q: 3 clusters Score -1.870994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 155223 members 
Entering Unmasked Estep 
Score: -18709936.000000 Penalty: 5931.947266
	Iteration 52Q: 3 clusters Score -1.870994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 155228 members 
Entering Unmasked Estep 
Score: -18709946.000000 Penalty: 5931.947266
	Iteration 53Q: 3 clusters Score -1.870995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 155236 members 
Entering Unmasked Estep 
Score: -18709940.000000 Penalty: 5931.947266
	Iteration 54Q: 3 clusters Score -1.870994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 155241 members 
Entering Unmasked Estep 
Score: -18709936.000000 Penalty: 5931.947266
	Iteration 55Q: 3 clusters Score -1.870994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 155247 members 
Entering Unmasked Estep 
Score: -18709938.000000 Penalty: 5931.947266
	Iteration 56Q: 3 clusters Score -1.870994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 155250 members 
Entering Unmasked Estep 
Score: -18709938.000000 Penalty: 5931.947266
	Iteration 57Q: 3 clusters Score -1.870994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 155249 members 
Entering Unmasked Estep 
Score: -18709954.000000 Penalty: 5931.947266
	Iteration 58Q: 3 clusters Score -1.870995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 155251 members 
Entering Unmasked Estep 
Score: -18709948.000000 Penalty: 5931.947266
	Iteration 59Q: 3 clusters Score -1.870995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 155256 members 
Entering Unmasked Estep 
Score: -18709952.000000 Penalty: 5931.947266
	Iteration 60F: 3 clusters Score -1.870995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 155260 members 
Entering Unmasked Estep 
Score: -18709958.000000 Penalty: 5931.947266
	Iteration 61Q: 3 clusters Score -1.870996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 155261 members 
Entering Unmasked Estep 
Score: -18709958.000000 Penalty: 5931.947266
	Iteration 62Q: 3 clusters Score -1.870996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 155264 members 
Entering Unmasked Estep 
Score: -18709960.000000 Penalty: 5931.947266
	Iteration 63Q: 3 clusters Score -1.870996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 155269 members 
Entering Unmasked Estep 
Score: -18709960.000000 Penalty: 5931.947266
	Iteration 64Q: 3 clusters Score -1.870996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 155277 members 
Entering Unmasked Estep 
Score: -18709976.000000 Penalty: 5931.947266
	Iteration 65Q: 3 clusters Score -1.870998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 155283 members 
Entering Unmasked Estep 
Score: -18709970.000000 Penalty: 5931.947266
	Iteration 66Q: 3 clusters Score -1.870997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 155287 members 
Entering Unmasked Estep 
Score: -18709982.000000 Penalty: 5931.947266
	Iteration 67Q: 3 clusters Score -1.870998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 155293 members 
Entering Unmasked Estep 
Score: -18709962.000000 Penalty: 5931.947266
	Iteration 68Q: 3 clusters Score -1.870996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 155299 members 
Entering Unmasked Estep 
Score: -18709954.000000 Penalty: 5931.947266
	Iteration 69Q: 3 clusters Score -1.870995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 155304 members 
Entering Unmasked Estep 
Score: -18709958.000000 Penalty: 5931.947266
	Iteration 70Q: 3 clusters Score -1.870996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 155305 members 
Entering Unmasked Estep 
Score: -18709964.000000 Penalty: 5931.947266
	Iteration 71Q: 3 clusters Score -1.870996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -18709970.000000 Penalty: 5931.947266
	Iteration 72Q: 3 clusters Score -1.870997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 155316 members 
Entering Unmasked Estep 
Score: -18709992.000000 Penalty: 5931.947266
	Iteration 73Q: 3 clusters Score -1.870999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 155318 members 
Entering Unmasked Estep 
Score: -18709988.000000 Penalty: 5931.947266
	Iteration 74Q: 3 clusters Score -1.870999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 155323 members 
Entering Unmasked Estep 
Score: -18709992.000000 Penalty: 5931.947266
	Iteration 75Q: 3 clusters Score -1.870999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 155326 members 
Entering Unmasked Estep 
Score: -18709992.000000 Penalty: 5931.947266
	Iteration 76Q: 3 clusters Score -1.870999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 155327 members 
Entering Unmasked Estep 
Score: -18709988.000000 Penalty: 5931.947266
	Iteration 77Q: 3 clusters Score -1.870999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 155327 members 
Entering Unmasked Estep 
Score: -18709988.000000 Penalty: 5931.947266
	Iteration 78F: 3 clusters Score -1.870999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -403413.968750 Penalty: 2022.173340
	Iteration 0F: 2 clusters Score -403414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -399879.062500 Penalty: 4044.346680
	Iteration 0F: 3 clusters Score -399879.1 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -400611.937500 Penalty: 4044.346680
	Iteration 1F: 3 clusters Score -400611.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -400782.656250 Penalty: 4044.346680
	Iteration 2F: 3 clusters Score -400782.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -400880.562500 Penalty: 4044.346680
	Iteration 3Q: 3 clusters Score -400880.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -400947.406250 Penalty: 4044.346680
	Iteration 4Q: 3 clusters Score -400947.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -401001.125000 Penalty: 4044.346680
	Iteration 5Q: 3 clusters Score -401001.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -401042.687500 Penalty: 4044.346680
	Iteration 6Q: 3 clusters Score -401042.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -401080.812500 Penalty: 4044.346680
	Iteration 7Q: 3 clusters Score -401080.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -401112.312500 Penalty: 4044.346680
	Iteration 8Q: 3 clusters Score -401112.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -401138.312500 Penalty: 4044.346680
	Iteration 9Q: 3 clusters Score -401138.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -401159.281250 Penalty: 4044.346680
	Iteration 10Q: 3 clusters Score -401159.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -401185.375000 Penalty: 4044.346680
	Iteration 11Q: 3 clusters Score -401185.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -401204.781250 Penalty: 4044.346680
	Iteration 12Q: 3 clusters Score -401204.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -401225.593750 Penalty: 4044.346680
	Iteration 13Q: 3 clusters Score -401225.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -401248.468750 Penalty: 4044.346680
	Iteration 14Q: 3 clusters Score -401248.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -401268.000000 Penalty: 4044.346680
	Iteration 15Q: 3 clusters Score -401268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -401284.375000 Penalty: 4044.346680
	Iteration 16Q: 3 clusters Score -401284.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -401295.843750 Penalty: 4044.346680
	Iteration 17Q: 3 clusters Score -401295.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -401305.093750 Penalty: 4044.346680
	Iteration 18Q: 3 clusters Score -401305.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -401313.218750 Penalty: 4044.346680
	Iteration 19Q: 3 clusters Score -401313.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -401320.031250 Penalty: 4044.346680
	Iteration 20F: 3 clusters Score -401320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -401324.406250 Penalty: 4044.346680
	Iteration 21Q: 3 clusters Score -401324.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -401326.500000 Penalty: 4044.346680
	Iteration 22Q: 3 clusters Score -401326.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -401329.562500 Penalty: 4044.346680
	Iteration 23Q: 3 clusters Score -401329.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -401334.875000 Penalty: 4044.346680
	Iteration 24Q: 3 clusters Score -401334.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -401343.125000 Penalty: 4044.346680
	Iteration 25Q: 3 clusters Score -401343.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -401354.593750 Penalty: 4044.346680
	Iteration 26Q: 3 clusters Score -401354.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -401363.625000 Penalty: 4044.346680
	Iteration 27Q: 3 clusters Score -401363.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -401370.125000 Penalty: 4044.346680
	Iteration 28Q: 3 clusters Score -401370.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -401374.781250 Penalty: 4044.346680
	Iteration 29Q: 3 clusters Score -401374.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -401379.875000 Penalty: 4044.346680
	Iteration 30Q: 3 clusters Score -401379.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -401384.812500 Penalty: 4044.346680
	Iteration 31Q: 3 clusters Score -401384.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -401388.531250 Penalty: 4044.346680
	Iteration 32Q: 3 clusters Score -401388.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -401393.656250 Penalty: 4044.346680
	Iteration 33Q: 3 clusters Score -401393.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -401398.125000 Penalty: 4044.346680
	Iteration 34Q: 3 clusters Score -401398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -401399.250000 Penalty: 4044.346680
	Iteration 35Q: 3 clusters Score -401399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -401401.062500 Penalty: 4044.346680
	Iteration 36Q: 3 clusters Score -401401.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -401403.531250 Penalty: 4044.346680
	Iteration 37Q: 3 clusters Score -401403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -401405.906250 Penalty: 4044.346680
	Iteration 38Q: 3 clusters Score -401405.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -401406.875000 Penalty: 4044.346680
	Iteration 39Q: 3 clusters Score -401406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -401408.218750 Penalty: 4044.346680
	Iteration 40F: 3 clusters Score -401408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -401409.593750 Penalty: 4044.346680
	Iteration 41Q: 3 clusters Score -401409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -401410.718750 Penalty: 4044.346680
	Iteration 42Q: 3 clusters Score -401410.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -401410.500000 Penalty: 4044.346680
	Iteration 43Q: 3 clusters Score -401410.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -401410.531250 Penalty: 4044.346680
	Iteration 44Q: 3 clusters Score -401410.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -401410.375000 Penalty: 4044.346680
	Iteration 45Q: 3 clusters Score -401410.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -401410.375000 Penalty: 4044.346680
	Iteration 46F: 3 clusters Score -401410.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Entering Unmasked Estep 
Score: -647220.500000 Penalty: 2142.222412
	Iteration 0F: 2 clusters Score -647220.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -642275.875000 Penalty: 4284.444824
	Iteration 0F: 3 clusters Score -642275.9 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -643606.375000 Penalty: 4284.444824
	Iteration 1F: 3 clusters Score -643606.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -644029.562500 Penalty: 4284.444824
	Iteration 2F: 3 clusters Score -644029.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -644426.125000 Penalty: 4284.444824
	Iteration 3F: 3 clusters Score -644426.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -644862.437500 Penalty: 4284.444824
	Iteration 4F: 3 clusters Score -644862.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -645290.375000 Penalty: 4284.444824
	Iteration 5F: 3 clusters Score -645290.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -645655.062500 Penalty: 4284.444824
	Iteration 6F: 3 clusters Score -645655.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -645947.000000 Penalty: 4284.444824
	Iteration 7F: 3 clusters Score -645947 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -646192.750000 Penalty: 4284.444824
	Iteration 8Q: 3 clusters Score -646192.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -646353.687500 Penalty: 4284.444824
	Iteration 9Q: 3 clusters Score -646353.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -646510.562500 Penalty: 4284.444824
	Iteration 10Q: 3 clusters Score -646510.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -646624.187500 Penalty: 4284.444824
	Iteration 11Q: 3 clusters Score -646624.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -646701.750000 Penalty: 4284.444824
	Iteration 12Q: 3 clusters Score -646701.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -646739.500000 Penalty: 4284.444824
	Iteration 13Q: 3 clusters Score -646739.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -646756.750000 Penalty: 4284.444824
	Iteration 14Q: 3 clusters Score -646756.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -646766.000000 Penalty: 4284.444824
	Iteration 15Q: 3 clusters Score -646766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -646769.625000 Penalty: 4284.444824
	Iteration 16Q: 3 clusters Score -646769.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -646772.687500 Penalty: 4284.444824
	Iteration 17Q: 3 clusters Score -646772.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -646773.000000 Penalty: 4284.444824
	Iteration 18Q: 3 clusters Score -646773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -646774.875000 Penalty: 4284.444824
	Iteration 19Q: 3 clusters Score -646774.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -646775.312500 Penalty: 4284.444824
	Iteration 20F: 3 clusters Score -646775.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -646778.250000 Penalty: 4284.444824
	Iteration 21Q: 3 clusters Score -646778.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -646779.562500 Penalty: 4284.444824
	Iteration 22Q: 3 clusters Score -646779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -646779.562500 Penalty: 4284.444824
	Iteration 23F: 3 clusters Score -646779.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Entering Unmasked Estep 
Score: -4759641.500000 Penalty: 2627.921875
	Iteration 0F: 2 clusters Score -4759642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4732674.000000 Penalty: 5255.843750
	Iteration 0F: 3 clusters Score -4732674 nChanged 18276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -4742727.500000 Penalty: 5255.843750
	Iteration 1F: 3 clusters Score -4742728 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -4743504.000000 Penalty: 5255.843750
	Iteration 2Q: 3 clusters Score -4743504 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -4744612.500000 Penalty: 5255.843750
	Iteration 3F: 3 clusters Score -4744612 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -4746134.500000 Penalty: 5255.843750
	Iteration 4F: 3 clusters Score -4746134 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -4748222.500000 Penalty: 5255.843750
	Iteration 5F: 3 clusters Score -4748222 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -4750736.000000 Penalty: 5255.843750
	Iteration 6F: 3 clusters Score -4750736 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4753273.500000 Penalty: 5255.843750
	Iteration 7F: 3 clusters Score -4753274 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -4755112.500000 Penalty: 5255.843750
	Iteration 8F: 3 clusters Score -4755112 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -4756224.500000 Penalty: 5255.843750
	Iteration 9Q: 3 clusters Score -4756224 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -4756728.500000 Penalty: 5255.843750
	Iteration 10Q: 3 clusters Score -4756728 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4756992.500000 Penalty: 5255.843750
	Iteration 11Q: 3 clusters Score -4756992 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -4757165.500000 Penalty: 5255.843750
	Iteration 12Q: 3 clusters Score -4757166 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -4757328.000000 Penalty: 5255.843750
	Iteration 13Q: 3 clusters Score -4757328 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -4757458.000000 Penalty: 5255.843750
	Iteration 14Q: 3 clusters Score -4757458 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -4757561.500000 Penalty: 5255.843750
	Iteration 15Q: 3 clusters Score -4757562 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -4757636.500000 Penalty: 5255.843750
	Iteration 16Q: 3 clusters Score -4757636 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -4757678.000000 Penalty: 5255.843750
	Iteration 17Q: 3 clusters Score -4757678 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -4757710.000000 Penalty: 5255.843750
	Iteration 18Q: 3 clusters Score -4757710 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -4757729.500000 Penalty: 5255.843750
	Iteration 19Q: 3 clusters Score -4757730 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -4757764.000000 Penalty: 5255.843750
	Iteration 20F: 3 clusters Score -4757764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -4757781.000000 Penalty: 5255.843750
	Iteration 21Q: 3 clusters Score -4757781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -4757803.500000 Penalty: 5255.843750
	Iteration 22Q: 3 clusters Score -4757804 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -4757823.000000 Penalty: 5255.843750
	Iteration 23Q: 3 clusters Score -4757823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -4757827.000000 Penalty: 5255.843750
	Iteration 24Q: 3 clusters Score -4757827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -4757846.500000 Penalty: 5255.843750
	Iteration 25Q: 3 clusters Score -4757846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4757853.000000 Penalty: 5255.843750
	Iteration 26Q: 3 clusters Score -4757853 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -4757863.000000 Penalty: 5255.843750
	Iteration 27Q: 3 clusters Score -4757863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -4757876.000000 Penalty: 5255.843750
	Iteration 28Q: 3 clusters Score -4757876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -4757891.500000 Penalty: 5255.843750
	Iteration 29Q: 3 clusters Score -4757892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -4757894.000000 Penalty: 5255.843750
	Iteration 30Q: 3 clusters Score -4757894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -4757888.500000 Penalty: 5255.843750
	Iteration 31Q: 3 clusters Score -4757888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -4757902.000000 Penalty: 5255.843750
	Iteration 32Q: 3 clusters Score -4757902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -4757901.500000 Penalty: 5255.843750
	Iteration 33Q: 3 clusters Score -4757902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -4757905.000000 Penalty: 5255.843750
	Iteration 34Q: 3 clusters Score -4757905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -4757917.500000 Penalty: 5255.843750
	Iteration 35Q: 3 clusters Score -4757918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -4757917.000000 Penalty: 5255.843750
	Iteration 36Q: 3 clusters Score -4757917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -4757928.500000 Penalty: 5255.843750
	Iteration 37Q: 3 clusters Score -4757928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -4757935.000000 Penalty: 5255.843750
	Iteration 38Q: 3 clusters Score -4757935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -4757937.500000 Penalty: 5255.843750
	Iteration 39Q: 3 clusters Score -4757938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -4757937.000000 Penalty: 5255.843750
	Iteration 40F: 3 clusters Score -4757937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -4757938.000000 Penalty: 5255.843750
	Iteration 41Q: 3 clusters Score -4757938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -4757925.500000 Penalty: 5255.843750
	Iteration 42Q: 3 clusters Score -4757926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -4757932.500000 Penalty: 5255.843750
	Iteration 43Q: 3 clusters Score -4757932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4757935.500000 Penalty: 5255.843750
	Iteration 44Q: 3 clusters Score -4757936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -4757936.000000 Penalty: 5255.843750
	Iteration 45Q: 3 clusters Score -4757936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -4757938.500000 Penalty: 5255.843750
	Iteration 46Q: 3 clusters Score -4757938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -4757935.500000 Penalty: 5255.843750
	Iteration 47Q: 3 clusters Score -4757936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -4757930.000000 Penalty: 5255.843750
	Iteration 48Q: 3 clusters Score -4757930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -4757933.500000 Penalty: 5255.843750
	Iteration 49Q: 3 clusters Score -4757934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -4757933.500000 Penalty: 5255.843750
	Iteration 50Q: 3 clusters Score -4757934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -4757933.500000 Penalty: 5255.843750
	Iteration 51F: 3 clusters Score -4757934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94704 members 
Entering Unmasked Estep 
Score: -11302307.000000 Penalty: 2841.710938
	Iteration 0F: 2 clusters Score -1.130231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -11238897.000000 Penalty: 5683.421875
	Iteration 0F: 3 clusters Score -1.12389e+07 nChanged 44675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -11263922.000000 Penalty: 5683.421875
	Iteration 1F: 3 clusters Score -1.126392e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -11264516.000000 Penalty: 5683.421875
	Iteration 2Q: 3 clusters Score -1.126452e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -11265169.000000 Penalty: 5683.421875
	Iteration 3Q: 3 clusters Score -1.126517e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -11265977.000000 Penalty: 5683.421875
	Iteration 4Q: 3 clusters Score -1.126598e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -11266951.000000 Penalty: 5683.421875
	Iteration 5Q: 3 clusters Score -1.126695e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -11268371.000000 Penalty: 5683.421875
	Iteration 6Q: 3 clusters Score -1.126837e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -11270552.000000 Penalty: 5683.421875
	Iteration 7F: 3 clusters Score -1.127055e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -11274504.000000 Penalty: 5683.421875
	Iteration 8F: 3 clusters Score -1.12745e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -11280505.000000 Penalty: 5683.421875
	Iteration 9F: 3 clusters Score -1.12805e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -11287949.000000 Penalty: 5683.421875
	Iteration 10F: 3 clusters Score -1.128795e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 85931 members 
Entering Unmasked Estep 
Score: -11293972.000000 Penalty: 5683.421875
	Iteration 11F: 3 clusters Score -1.129397e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -11297223.000000 Penalty: 5683.421875
	Iteration 12Q: 3 clusters Score -1.129722e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 91729 members 
Entering Unmasked Estep 
Score: -11298692.000000 Penalty: 5683.421875
	Iteration 13Q: 3 clusters Score -1.129869e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 92712 members 
Entering Unmasked Estep 
Score: -11299385.000000 Penalty: 5683.421875
	Iteration 14Q: 3 clusters Score -1.129938e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 93221 members 
Entering Unmasked Estep 
Score: -11299745.000000 Penalty: 5683.421875
	Iteration 15Q: 3 clusters Score -1.129974e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 93478 members 
Entering Unmasked Estep 
Score: -11299902.000000 Penalty: 5683.421875
	Iteration 16Q: 3 clusters Score -1.12999e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -11300001.000000 Penalty: 5683.421875
	Iteration 17Q: 3 clusters Score -1.13e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -11300079.000000 Penalty: 5683.421875
	Iteration 18Q: 3 clusters Score -1.130008e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -11300149.000000 Penalty: 5683.421875
	Iteration 19Q: 3 clusters Score -1.130015e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -11300204.000000 Penalty: 5683.421875
	Iteration 20F: 3 clusters Score -1.13002e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -11300253.000000 Penalty: 5683.421875
	Iteration 21Q: 3 clusters Score -1.130025e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 93909 members 
Entering Unmasked Estep 
Score: -11300281.000000 Penalty: 5683.421875
	Iteration 22Q: 3 clusters Score -1.130028e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -11300311.000000 Penalty: 5683.421875
	Iteration 23Q: 3 clusters Score -1.130031e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 93936 members 
Entering Unmasked Estep 
Score: -11300338.000000 Penalty: 5683.421875
	Iteration 24Q: 3 clusters Score -1.130034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -11300343.000000 Penalty: 5683.421875
	Iteration 25Q: 3 clusters Score -1.130034e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 93949 members 
Entering Unmasked Estep 
Score: -11300350.000000 Penalty: 5683.421875
	Iteration 26Q: 3 clusters Score -1.130035e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 93960 members 
Entering Unmasked Estep 
Score: -11300363.000000 Penalty: 5683.421875
	Iteration 27Q: 3 clusters Score -1.130036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -11300376.000000 Penalty: 5683.421875
	Iteration 28Q: 3 clusters Score -1.130038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -11300378.000000 Penalty: 5683.421875
	Iteration 29Q: 3 clusters Score -1.130038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 93968 members 
Entering Unmasked Estep 
Score: -11300376.000000 Penalty: 5683.421875
	Iteration 30Q: 3 clusters Score -1.130038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 93974 members 
Entering Unmasked Estep 
Score: -11300395.000000 Penalty: 5683.421875
	Iteration 31Q: 3 clusters Score -1.13004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 93977 members 
Entering Unmasked Estep 
Score: -11300392.000000 Penalty: 5683.421875
	Iteration 32Q: 3 clusters Score -1.130039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -11300395.000000 Penalty: 5683.421875
	Iteration 33Q: 3 clusters Score -1.13004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -11300407.000000 Penalty: 5683.421875
	Iteration 34Q: 3 clusters Score -1.130041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 93985 members 
Entering Unmasked Estep 
Score: -11300407.000000 Penalty: 5683.421875
	Iteration 35Q: 3 clusters Score -1.130041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 93992 members 
Entering Unmasked Estep 
Score: -11300418.000000 Penalty: 5683.421875
	Iteration 36Q: 3 clusters Score -1.130042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -11300417.000000 Penalty: 5683.421875
	Iteration 37Q: 3 clusters Score -1.130042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 93996 members 
Entering Unmasked Estep 
Score: -11300431.000000 Penalty: 5683.421875
	Iteration 38Q: 3 clusters Score -1.130043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 94000 members 
Entering Unmasked Estep 
Score: -11300418.000000 Penalty: 5683.421875
	Iteration 39Q: 3 clusters Score -1.130042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 93999 members 
Entering Unmasked Estep 
Score: -11300425.000000 Penalty: 5683.421875
	Iteration 40F: 3 clusters Score -1.130042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 94000 members 
Entering Unmasked Estep 
Score: -11300426.000000 Penalty: 5683.421875
	Iteration 41Q: 3 clusters Score -1.130043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -11300442.000000 Penalty: 5683.421875
	Iteration 42Q: 3 clusters Score -1.130044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 94005 members 
Entering Unmasked Estep 
Score: -11300440.000000 Penalty: 5683.421875
	Iteration 43Q: 3 clusters Score -1.130044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 94010 members 
Entering Unmasked Estep 
Score: -11300446.000000 Penalty: 5683.421875
	Iteration 44Q: 3 clusters Score -1.130045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -11300454.000000 Penalty: 5683.421875
	Iteration 45Q: 3 clusters Score -1.130045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -11300454.000000 Penalty: 5683.421875
	Iteration 46F: 3 clusters Score -1.130045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Entering Unmasked Estep 
Score: -547305.562500 Penalty: 2111.717773
	Iteration 0F: 2 clusters Score -547305.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -542879.375000 Penalty: 4223.435547
	Iteration 0F: 3 clusters Score -542879.4 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -544244.375000 Penalty: 4223.435547
	Iteration 1F: 3 clusters Score -544244.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -544658.062500 Penalty: 4223.435547
	Iteration 2F: 3 clusters Score -544658.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -544903.500000 Penalty: 4223.435547
	Iteration 3F: 3 clusters Score -544903.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -545054.437500 Penalty: 4223.435547
	Iteration 4Q: 3 clusters Score -545054.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -545171.562500 Penalty: 4223.435547
	Iteration 5Q: 3 clusters Score -545171.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -545256.062500 Penalty: 4223.435547
	Iteration 6Q: 3 clusters Score -545256.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -545333.375000 Penalty: 4223.435547
	Iteration 7Q: 3 clusters Score -545333.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -545409.437500 Penalty: 4223.435547
	Iteration 8Q: 3 clusters Score -545409.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -545479.750000 Penalty: 4223.435547
	Iteration 9Q: 3 clusters Score -545479.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -545548.000000 Penalty: 4223.435547
	Iteration 10Q: 3 clusters Score -545548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -545617.375000 Penalty: 4223.435547
	Iteration 11Q: 3 clusters Score -545617.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -545674.750000 Penalty: 4223.435547
	Iteration 12Q: 3 clusters Score -545674.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -545716.312500 Penalty: 4223.435547
	Iteration 13Q: 3 clusters Score -545716.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -545747.437500 Penalty: 4223.435547
	Iteration 14Q: 3 clusters Score -545747.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -545771.750000 Penalty: 4223.435547
	Iteration 15Q: 3 clusters Score -545771.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -545796.562500 Penalty: 4223.435547
	Iteration 16Q: 3 clusters Score -545796.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -545822.437500 Penalty: 4223.435547
	Iteration 17Q: 3 clusters Score -545822.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -545850.062500 Penalty: 4223.435547
	Iteration 18Q: 3 clusters Score -545850.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -545868.375000 Penalty: 4223.435547
	Iteration 19Q: 3 clusters Score -545868.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -545880.750000 Penalty: 4223.435547
	Iteration 20F: 3 clusters Score -545880.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -545891.687500 Penalty: 4223.435547
	Iteration 21Q: 3 clusters Score -545891.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -545901.625000 Penalty: 4223.435547
	Iteration 22Q: 3 clusters Score -545901.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -545910.812500 Penalty: 4223.435547
	Iteration 23Q: 3 clusters Score -545910.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -545918.875000 Penalty: 4223.435547
	Iteration 24Q: 3 clusters Score -545918.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -545931.937500 Penalty: 4223.435547
	Iteration 25Q: 3 clusters Score -545931.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -545939.375000 Penalty: 4223.435547
	Iteration 26Q: 3 clusters Score -545939.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -545946.437500 Penalty: 4223.435547
	Iteration 27Q: 3 clusters Score -545946.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -545953.125000 Penalty: 4223.435547
	Iteration 28Q: 3 clusters Score -545953.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -545959.375000 Penalty: 4223.435547
	Iteration 29Q: 3 clusters Score -545959.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -545965.500000 Penalty: 4223.435547
	Iteration 30Q: 3 clusters Score -545965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -545969.250000 Penalty: 4223.435547
	Iteration 31Q: 3 clusters Score -545969.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -545977.125000 Penalty: 4223.435547
	Iteration 32Q: 3 clusters Score -545977.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -545984.000000 Penalty: 4223.435547
	Iteration 33Q: 3 clusters Score -545984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -545988.437500 Penalty: 4223.435547
	Iteration 34Q: 3 clusters Score -545988.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -545992.187500 Penalty: 4223.435547
	Iteration 35Q: 3 clusters Score -545992.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -545993.812500 Penalty: 4223.435547
	Iteration 36Q: 3 clusters Score -545993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -545993.812500 Penalty: 4223.435547
	Iteration 37F: 3 clusters Score -545993.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Entering Unmasked Estep 
Score: -5251719.500000 Penalty: 2652.479980
	Iteration 0F: 2 clusters Score -5251720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -5221758.500000 Penalty: 5304.959961
	Iteration 0F: 3 clusters Score -5221758 nChanged 20308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -5233079.000000 Penalty: 5304.959961
	Iteration 1F: 3 clusters Score -5233079 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -5233675.500000 Penalty: 5304.959961
	Iteration 2Q: 3 clusters Score -5233676 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -5234201.000000 Penalty: 5304.959961
	Iteration 3Q: 3 clusters Score -5234201 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -5234799.000000 Penalty: 5304.959961
	Iteration 4Q: 3 clusters Score -5234799 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -5235469.500000 Penalty: 5304.959961
	Iteration 5Q: 3 clusters Score -5235470 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -5236311.500000 Penalty: 5304.959961
	Iteration 6Q: 3 clusters Score -5236312 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -5237284.000000 Penalty: 5304.959961
	Iteration 7Q: 3 clusters Score -5237284 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -5238511.500000 Penalty: 5304.959961
	Iteration 8Q: 3 clusters Score -5238512 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -5239893.000000 Penalty: 5304.959961
	Iteration 9Q: 3 clusters Score -5239893 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -5241203.000000 Penalty: 5304.959961
	Iteration 10Q: 3 clusters Score -5241203 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -5242244.500000 Penalty: 5304.959961
	Iteration 11Q: 3 clusters Score -5242244 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -5243056.500000 Penalty: 5304.959961
	Iteration 12Q: 3 clusters Score -5243056 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -5243638.500000 Penalty: 5304.959961
	Iteration 13Q: 3 clusters Score -5243638 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -5244106.000000 Penalty: 5304.959961
	Iteration 14Q: 3 clusters Score -5244106 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -5244455.500000 Penalty: 5304.959961
	Iteration 15Q: 3 clusters Score -5244456 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -5244704.500000 Penalty: 5304.959961
	Iteration 16Q: 3 clusters Score -5244704 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -5244928.000000 Penalty: 5304.959961
	Iteration 17Q: 3 clusters Score -5244928 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -5245163.000000 Penalty: 5304.959961
	Iteration 18Q: 3 clusters Score -5245163 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -5245350.000000 Penalty: 5304.959961
	Iteration 19Q: 3 clusters Score -5245350 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -5245585.500000 Penalty: 5304.959961
	Iteration 20F: 3 clusters Score -5245586 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -5245847.500000 Penalty: 5304.959961
	Iteration 21Q: 3 clusters Score -5245848 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -5246107.000000 Penalty: 5304.959961
	Iteration 22Q: 3 clusters Score -5246107 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -5246428.000000 Penalty: 5304.959961
	Iteration 23Q: 3 clusters Score -5246428 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -5246760.000000 Penalty: 5304.959961
	Iteration 24Q: 3 clusters Score -5246760 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -5247034.000000 Penalty: 5304.959961
	Iteration 25Q: 3 clusters Score -5247034 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -5247324.500000 Penalty: 5304.959961
	Iteration 26Q: 3 clusters Score -5247324 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5247615.500000 Penalty: 5304.959961
	Iteration 27Q: 3 clusters Score -5247616 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5247879.500000 Penalty: 5304.959961
	Iteration 28Q: 3 clusters Score -5247880 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -5248096.000000 Penalty: 5304.959961
	Iteration 29Q: 3 clusters Score -5248096 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5248320.500000 Penalty: 5304.959961
	Iteration 30Q: 3 clusters Score -5248320 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5248539.500000 Penalty: 5304.959961
	Iteration 31Q: 3 clusters Score -5248540 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5248713.500000 Penalty: 5304.959961
	Iteration 32Q: 3 clusters Score -5248714 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5248844.000000 Penalty: 5304.959961
	Iteration 33Q: 3 clusters Score -5248844 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5248999.000000 Penalty: 5304.959961
	Iteration 34Q: 3 clusters Score -5248999 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5249105.000000 Penalty: 5304.959961
	Iteration 35Q: 3 clusters Score -5249105 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5249163.500000 Penalty: 5304.959961
	Iteration 36Q: 3 clusters Score -5249164 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5249200.500000 Penalty: 5304.959961
	Iteration 37Q: 3 clusters Score -5249200 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5249245.500000 Penalty: 5304.959961
	Iteration 38Q: 3 clusters Score -5249246 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5249299.000000 Penalty: 5304.959961
	Iteration 39Q: 3 clusters Score -5249299 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5249331.500000 Penalty: 5304.959961
	Iteration 40F: 3 clusters Score -5249332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5249361.000000 Penalty: 5304.959961
	Iteration 41Q: 3 clusters Score -5249361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5249380.000000 Penalty: 5304.959961
	Iteration 42Q: 3 clusters Score -5249380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5249389.500000 Penalty: 5304.959961
	Iteration 43Q: 3 clusters Score -5249390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5249397.000000 Penalty: 5304.959961
	Iteration 44Q: 3 clusters Score -5249397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5249410.000000 Penalty: 5304.959961
	Iteration 45Q: 3 clusters Score -5249410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5249417.500000 Penalty: 5304.959961
	Iteration 46Q: 3 clusters Score -5249418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5249416.000000 Penalty: 5304.959961
	Iteration 47Q: 3 clusters Score -5249416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5249426.000000 Penalty: 5304.959961
	Iteration 48Q: 3 clusters Score -5249426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5249425.000000 Penalty: 5304.959961
	Iteration 49Q: 3 clusters Score -5249425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5249429.500000 Penalty: 5304.959961
	Iteration 50Q: 3 clusters Score -5249430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5249434.000000 Penalty: 5304.959961
	Iteration 51Q: 3 clusters Score -5249434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5249440.000000 Penalty: 5304.959961
	Iteration 52Q: 3 clusters Score -5249440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5249435.000000 Penalty: 5304.959961
	Iteration 53Q: 3 clusters Score -5249435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5249441.500000 Penalty: 5304.959961
	Iteration 54Q: 3 clusters Score -5249442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5249447.000000 Penalty: 5304.959961
	Iteration 55Q: 3 clusters Score -5249447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5249451.000000 Penalty: 5304.959961
	Iteration 56Q: 3 clusters Score -5249451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5249445.000000 Penalty: 5304.959961
	Iteration 57Q: 3 clusters Score -5249445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5249445.500000 Penalty: 5304.959961
	Iteration 58Q: 3 clusters Score -5249446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5249445.500000 Penalty: 5304.959961
	Iteration 59F: 3 clusters Score -5249446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Entering Unmasked Estep 
Score: -4562153.000000 Penalty: 2615.342529
	Iteration 0F: 2 clusters Score -4562153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -4536362.500000 Penalty: 5230.685059
	Iteration 0F: 3 clusters Score -4536362 nChanged 17307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4545695.000000 Penalty: 5230.685059
	Iteration 1F: 3 clusters Score -4545695 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -4546196.500000 Penalty: 5230.685059
	Iteration 2Q: 3 clusters Score -4546196 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -4546748.500000 Penalty: 5230.685059
	Iteration 3Q: 3 clusters Score -4546748 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -4547329.000000 Penalty: 5230.685059
	Iteration 4Q: 3 clusters Score -4547329 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -4548246.000000 Penalty: 5230.685059
	Iteration 5Q: 3 clusters Score -4548246 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -4549442.000000 Penalty: 5230.685059
	Iteration 6F: 3 clusters Score -4549442 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -4551302.500000 Penalty: 5230.685059
	Iteration 7F: 3 clusters Score -4551302 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4553772.500000 Penalty: 5230.685059
	Iteration 8F: 3 clusters Score -4553772 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -4556376.000000 Penalty: 5230.685059
	Iteration 9F: 3 clusters Score -4556376 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4558297.000000 Penalty: 5230.685059
	Iteration 10F: 3 clusters Score -4558297 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -4559166.500000 Penalty: 5230.685059
	Iteration 11Q: 3 clusters Score -4559166 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -4559505.000000 Penalty: 5230.685059
	Iteration 12Q: 3 clusters Score -4559505 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -4559679.500000 Penalty: 5230.685059
	Iteration 13Q: 3 clusters Score -4559680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -4559764.000000 Penalty: 5230.685059
	Iteration 14Q: 3 clusters Score -4559764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4559799.500000 Penalty: 5230.685059
	Iteration 15Q: 3 clusters Score -4559800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -4559830.500000 Penalty: 5230.685059
	Iteration 16Q: 3 clusters Score -4559830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -4559847.500000 Penalty: 5230.685059
	Iteration 17Q: 3 clusters Score -4559848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -4559854.500000 Penalty: 5230.685059
	Iteration 18Q: 3 clusters Score -4559854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -4559859.000000 Penalty: 5230.685059
	Iteration 19Q: 3 clusters Score -4559859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -4559859.000000 Penalty: 5230.685059
	Iteration 20F: 3 clusters Score -4559859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Entering Unmasked Estep 
Score: -752378.062500 Penalty: 2189.139404
	Iteration 0F: 2 clusters Score -752378.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -746777.937500 Penalty: 4378.278809
	Iteration 0F: 3 clusters Score -746777.9 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -748293.625000 Penalty: 4378.278809
	Iteration 1F: 3 clusters Score -748293.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -748651.437500 Penalty: 4378.278809
	Iteration 2F: 3 clusters Score -748651.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -748989.062500 Penalty: 4378.278809
	Iteration 3F: 3 clusters Score -748989.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -749323.062500 Penalty: 4378.278809
	Iteration 4F: 3 clusters Score -749323.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -749576.187500 Penalty: 4378.278809
	Iteration 5F: 3 clusters Score -749576.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -749772.312500 Penalty: 4378.278809
	Iteration 6Q: 3 clusters Score -749772.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -749894.000000 Penalty: 4378.278809
	Iteration 7Q: 3 clusters Score -749894 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -749982.750000 Penalty: 4378.278809
	Iteration 8Q: 3 clusters Score -749982.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -750049.250000 Penalty: 4378.278809
	Iteration 9Q: 3 clusters Score -750049.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -750111.312500 Penalty: 4378.278809
	Iteration 10Q: 3 clusters Score -750111.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -750181.062500 Penalty: 4378.278809
	Iteration 11Q: 3 clusters Score -750181.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -750244.875000 Penalty: 4378.278809
	Iteration 12Q: 3 clusters Score -750244.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -750298.437500 Penalty: 4378.278809
	Iteration 13Q: 3 clusters Score -750298.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -750353.875000 Penalty: 4378.278809
	Iteration 14Q: 3 clusters Score -750353.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -750415.250000 Penalty: 4378.278809
	Iteration 15Q: 3 clusters Score -750415.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -750464.375000 Penalty: 4378.278809
	Iteration 16Q: 3 clusters Score -750464.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -750506.875000 Penalty: 4378.278809
	Iteration 17Q: 3 clusters Score -750506.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -750548.000000 Penalty: 4378.278809
	Iteration 18Q: 3 clusters Score -750548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -750583.812500 Penalty: 4378.278809
	Iteration 19Q: 3 clusters Score -750583.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -750615.312500 Penalty: 4378.278809
	Iteration 20F: 3 clusters Score -750615.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -750646.187500 Penalty: 4378.278809
	Iteration 21Q: 3 clusters Score -750646.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -750677.937500 Penalty: 4378.278809
	Iteration 22Q: 3 clusters Score -750677.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -750699.375000 Penalty: 4378.278809
	Iteration 23Q: 3 clusters Score -750699.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -750721.000000 Penalty: 4378.278809
	Iteration 24Q: 3 clusters Score -750721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -750735.187500 Penalty: 4378.278809
	Iteration 25Q: 3 clusters Score -750735.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -750741.375000 Penalty: 4378.278809
	Iteration 26Q: 3 clusters Score -750741.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -750751.437500 Penalty: 4378.278809
	Iteration 27Q: 3 clusters Score -750751.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -750760.937500 Penalty: 4378.278809
	Iteration 28Q: 3 clusters Score -750760.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -750767.750000 Penalty: 4378.278809
	Iteration 29Q: 3 clusters Score -750767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -750769.625000 Penalty: 4378.278809
	Iteration 30Q: 3 clusters Score -750769.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -750772.750000 Penalty: 4378.278809
	Iteration 31Q: 3 clusters Score -750772.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -750775.562500 Penalty: 4378.278809
	Iteration 32Q: 3 clusters Score -750775.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -750777.250000 Penalty: 4378.278809
	Iteration 33Q: 3 clusters Score -750777.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -750781.875000 Penalty: 4378.278809
	Iteration 34Q: 3 clusters Score -750781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -750782.500000 Penalty: 4378.278809
	Iteration 35Q: 3 clusters Score -750782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -750782.500000 Penalty: 4378.278809
	Iteration 36F: 3 clusters Score -750782.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Entering Unmasked Estep 
Score: -1872487.375000 Penalty: 2396.882568
	Iteration 0F: 2 clusters Score -1872487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1861118.625000 Penalty: 4793.765137
	Iteration 0F: 3 clusters Score -1861119 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1864753.500000 Penalty: 4793.765137
	Iteration 1F: 3 clusters Score -1864754 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1865174.750000 Penalty: 4793.765137
	Iteration 2F: 3 clusters Score -1865175 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1865620.625000 Penalty: 4793.765137
	Iteration 3F: 3 clusters Score -1865621 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1866136.250000 Penalty: 4793.765137
	Iteration 4F: 3 clusters Score -1866136 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1866756.000000 Penalty: 4793.765137
	Iteration 5F: 3 clusters Score -1866756 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1867465.500000 Penalty: 4793.765137
	Iteration 6F: 3 clusters Score -1867466 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1868263.125000 Penalty: 4793.765137
	Iteration 7F: 3 clusters Score -1868263 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1869141.875000 Penalty: 4793.765137
	Iteration 8F: 3 clusters Score -1869142 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1869769.750000 Penalty: 4793.765137
	Iteration 9Q: 3 clusters Score -1869770 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1870158.250000 Penalty: 4793.765137
	Iteration 10Q: 3 clusters Score -1870158 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1870339.000000 Penalty: 4793.765137
	Iteration 11Q: 3 clusters Score -1870339 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1870428.500000 Penalty: 4793.765137
	Iteration 12Q: 3 clusters Score -1870428 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1870473.750000 Penalty: 4793.765137
	Iteration 13Q: 3 clusters Score -1870474 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1870507.375000 Penalty: 4793.765137
	Iteration 14Q: 3 clusters Score -1870507 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1870531.250000 Penalty: 4793.765137
	Iteration 15Q: 3 clusters Score -1870531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1870553.375000 Penalty: 4793.765137
	Iteration 16Q: 3 clusters Score -1870553 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1870570.875000 Penalty: 4793.765137
	Iteration 17Q: 3 clusters Score -1870571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1870582.125000 Penalty: 4793.765137
	Iteration 18Q: 3 clusters Score -1870582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1870591.375000 Penalty: 4793.765137
	Iteration 19Q: 3 clusters Score -1870591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1870599.000000 Penalty: 4793.765137
	Iteration 20F: 3 clusters Score -1870599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1870603.125000 Penalty: 4793.765137
	Iteration 21Q: 3 clusters Score -1870603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1870605.500000 Penalty: 4793.765137
	Iteration 22Q: 3 clusters Score -1870606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1870612.375000 Penalty: 4793.765137
	Iteration 23Q: 3 clusters Score -1870612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1870618.125000 Penalty: 4793.765137
	Iteration 24Q: 3 clusters Score -1870618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1870621.250000 Penalty: 4793.765137
	Iteration 25Q: 3 clusters Score -1870621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1870624.125000 Penalty: 4793.765137
	Iteration 26Q: 3 clusters Score -1870624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1870628.125000 Penalty: 4793.765137
	Iteration 27Q: 3 clusters Score -1870628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1870632.000000 Penalty: 4793.765137
	Iteration 28Q: 3 clusters Score -1870632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1870640.000000 Penalty: 4793.765137
	Iteration 29Q: 3 clusters Score -1870640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1870640.750000 Penalty: 4793.765137
	Iteration 30Q: 3 clusters Score -1870641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1870651.625000 Penalty: 4793.765137
	Iteration 31Q: 3 clusters Score -1870652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1870654.375000 Penalty: 4793.765137
	Iteration 32Q: 3 clusters Score -1870654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1870658.500000 Penalty: 4793.765137
	Iteration 33Q: 3 clusters Score -1870658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1870667.000000 Penalty: 4793.765137
	Iteration 34Q: 3 clusters Score -1870667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1870675.000000 Penalty: 4793.765137
	Iteration 35Q: 3 clusters Score -1870675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1870680.500000 Penalty: 4793.765137
	Iteration 36Q: 3 clusters Score -1870680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1870687.125000 Penalty: 4793.765137
	Iteration 37Q: 3 clusters Score -1870687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1870691.875000 Penalty: 4793.765137
	Iteration 38Q: 3 clusters Score -1870692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1870695.625000 Penalty: 4793.765137
	Iteration 39Q: 3 clusters Score -1870696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1870695.125000 Penalty: 4793.765137
	Iteration 40F: 3 clusters Score -1870695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1870699.250000 Penalty: 4793.765137
	Iteration 41Q: 3 clusters Score -1870699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1870698.750000 Penalty: 4793.765137
	Iteration 42Q: 3 clusters Score -1870699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1870698.750000 Penalty: 4793.765137
	Iteration 43F: 3 clusters Score -1870699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Entering Unmasked Estep 
Score: -1015681.937500 Penalty: 2244.238770
	Iteration 0F: 2 clusters Score -1015682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1008996.062500 Penalty: 4488.477539
	Iteration 0F: 3 clusters Score -1008996 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1010822.250000 Penalty: 4488.477539
	Iteration 1F: 3 clusters Score -1010822 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1011107.250000 Penalty: 4488.477539
	Iteration 2F: 3 clusters Score -1011107 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1011316.375000 Penalty: 4488.477539
	Iteration 3F: 3 clusters Score -1011316 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1011486.500000 Penalty: 4488.477539
	Iteration 4Q: 3 clusters Score -1011486 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1011650.000000 Penalty: 4488.477539
	Iteration 5Q: 3 clusters Score -1011650 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1011791.187500 Penalty: 4488.477539
	Iteration 6Q: 3 clusters Score -1011791 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1011915.312500 Penalty: 4488.477539
	Iteration 7Q: 3 clusters Score -1011915 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1012044.812500 Penalty: 4488.477539
	Iteration 8Q: 3 clusters Score -1012045 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1012169.062500 Penalty: 4488.477539
	Iteration 9Q: 3 clusters Score -1012169 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1012311.437500 Penalty: 4488.477539
	Iteration 10Q: 3 clusters Score -1012311 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1012476.562500 Penalty: 4488.477539
	Iteration 11Q: 3 clusters Score -1012477 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1012646.812500 Penalty: 4488.477539
	Iteration 12Q: 3 clusters Score -1012647 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1012834.437500 Penalty: 4488.477539
	Iteration 13Q: 3 clusters Score -1012834 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1013027.937500 Penalty: 4488.477539
	Iteration 14Q: 3 clusters Score -1013028 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1013231.062500 Penalty: 4488.477539
	Iteration 15Q: 3 clusters Score -1013231 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1013495.937500 Penalty: 4488.477539
	Iteration 16Q: 3 clusters Score -1013496 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1013684.312500 Penalty: 4488.477539
	Iteration 17Q: 3 clusters Score -1013684 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1013792.125000 Penalty: 4488.477539
	Iteration 18Q: 3 clusters Score -1013792 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1013856.937500 Penalty: 4488.477539
	Iteration 19Q: 3 clusters Score -1013857 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1013892.812500 Penalty: 4488.477539
	Iteration 20F: 3 clusters Score -1013893 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1013918.750000 Penalty: 4488.477539
	Iteration 21Q: 3 clusters Score -1013919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1013934.562500 Penalty: 4488.477539
	Iteration 22Q: 3 clusters Score -1013935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1013941.250000 Penalty: 4488.477539
	Iteration 23Q: 3 clusters Score -1013941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1013949.562500 Penalty: 4488.477539
	Iteration 24Q: 3 clusters Score -1013950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1013950.125000 Penalty: 4488.477539
	Iteration 25Q: 3 clusters Score -1013950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1013953.250000 Penalty: 4488.477539
	Iteration 26Q: 3 clusters Score -1013953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1013954.937500 Penalty: 4488.477539
	Iteration 27Q: 3 clusters Score -1013955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1013957.437500 Penalty: 4488.477539
	Iteration 28Q: 3 clusters Score -1013957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1013960.187500 Penalty: 4488.477539
	Iteration 29Q: 3 clusters Score -1013960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1013960.187500 Penalty: 4488.477539
	Iteration 30Q: 3 clusters Score -1013960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1013962.875000 Penalty: 4488.477539
	Iteration 31Q: 3 clusters Score -1013963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1013960.750000 Penalty: 4488.477539
	Iteration 32Q: 3 clusters Score -1013961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1013964.687500 Penalty: 4488.477539
	Iteration 33Q: 3 clusters Score -1013965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1013967.062500 Penalty: 4488.477539
	Iteration 34Q: 3 clusters Score -1013967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1013968.875000 Penalty: 4488.477539
	Iteration 35Q: 3 clusters Score -1013969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1013970.000000 Penalty: 4488.477539
	Iteration 36Q: 3 clusters Score -1013970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1013972.000000 Penalty: 4488.477539
	Iteration 37Q: 3 clusters Score -1013972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1013972.437500 Penalty: 4488.477539
	Iteration 38Q: 3 clusters Score -1013972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1013977.000000 Penalty: 4488.477539
	Iteration 39Q: 3 clusters Score -1013977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1013973.625000 Penalty: 4488.477539
	Iteration 40F: 3 clusters Score -1013974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1013975.250000 Penalty: 4488.477539
	Iteration 41Q: 3 clusters Score -1013975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1013979.562500 Penalty: 4488.477539
	Iteration 42Q: 3 clusters Score -1013980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1013982.312500 Penalty: 4488.477539
	Iteration 43Q: 3 clusters Score -1013982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1013982.500000 Penalty: 4488.477539
	Iteration 44Q: 3 clusters Score -1013982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1013980.562500 Penalty: 4488.477539
	Iteration 45Q: 3 clusters Score -1013981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1013982.937500 Penalty: 4488.477539
	Iteration 46Q: 3 clusters Score -1013983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1013985.125000 Penalty: 4488.477539
	Iteration 47Q: 3 clusters Score -1013985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1013984.000000 Penalty: 4488.477539
	Iteration 48Q: 3 clusters Score -1013984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1013986.375000 Penalty: 4488.477539
	Iteration 49Q: 3 clusters Score -1013986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1013987.687500 Penalty: 4488.477539
	Iteration 50Q: 3 clusters Score -1013988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1013991.562500 Penalty: 4488.477539
	Iteration 51Q: 3 clusters Score -1013992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1013988.187500 Penalty: 4488.477539
	Iteration 52Q: 3 clusters Score -1013988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1013987.500000 Penalty: 4488.477539
	Iteration 53Q: 3 clusters Score -1013988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1013987.500000 Penalty: 4488.477539
	Iteration 54F: 3 clusters Score -1013988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (56798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Entering Unmasked Estep 
Score: -6740915.500000 Penalty: 2714.919434
	Iteration 0F: 2 clusters Score -6740916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -6702845.000000 Penalty: 5429.838867
	Iteration 0F: 3 clusters Score -6702845 nChanged 26268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -6717656.500000 Penalty: 5429.838867
	Iteration 1F: 3 clusters Score -6717656 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -6718388.500000 Penalty: 5429.838867
	Iteration 2Q: 3 clusters Score -6718388 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -6719114.000000 Penalty: 5429.838867
	Iteration 3Q: 3 clusters Score -6719114 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -6720082.500000 Penalty: 5429.838867
	Iteration 4Q: 3 clusters Score -6720082 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -6721283.500000 Penalty: 5429.838867
	Iteration 5Q: 3 clusters Score -6721284 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -6722688.500000 Penalty: 5429.838867
	Iteration 6F: 3 clusters Score -6722688 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -6724223.500000 Penalty: 5429.838867
	Iteration 7F: 3 clusters Score -6724224 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -6725804.000000 Penalty: 5429.838867
	Iteration 8F: 3 clusters Score -6725804 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -6727354.500000 Penalty: 5429.838867
	Iteration 9F: 3 clusters Score -6727354 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -6728742.000000 Penalty: 5429.838867
	Iteration 10Q: 3 clusters Score -6728742 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -6729876.500000 Penalty: 5429.838867
	Iteration 11Q: 3 clusters Score -6729876 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -6730909.000000 Penalty: 5429.838867
	Iteration 12Q: 3 clusters Score -6730909 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -6731891.500000 Penalty: 5429.838867
	Iteration 13Q: 3 clusters Score -6731892 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -6732838.500000 Penalty: 5429.838867
	Iteration 14Q: 3 clusters Score -6732838 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -6733901.000000 Penalty: 5429.838867
	Iteration 15Q: 3 clusters Score -6733901 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -6734959.000000 Penalty: 5429.838867
	Iteration 16Q: 3 clusters Score -6734959 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -6735957.500000 Penalty: 5429.838867
	Iteration 17Q: 3 clusters Score -6735958 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -6736694.500000 Penalty: 5429.838867
	Iteration 18Q: 3 clusters Score -6736694 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -6737301.000000 Penalty: 5429.838867
	Iteration 19Q: 3 clusters Score -6737301 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -6737765.000000 Penalty: 5429.838867
	Iteration 20F: 3 clusters Score -6737765 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -6738120.000000 Penalty: 5429.838867
	Iteration 21Q: 3 clusters Score -6738120 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -6738352.500000 Penalty: 5429.838867
	Iteration 22Q: 3 clusters Score -6738352 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -6738498.000000 Penalty: 5429.838867
	Iteration 23Q: 3 clusters Score -6738498 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -6738626.000000 Penalty: 5429.838867
	Iteration 24Q: 3 clusters Score -6738626 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -6738723.000000 Penalty: 5429.838867
	Iteration 25Q: 3 clusters Score -6738723 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -6738772.000000 Penalty: 5429.838867
	Iteration 26Q: 3 clusters Score -6738772 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -6738803.000000 Penalty: 5429.838867
	Iteration 27Q: 3 clusters Score -6738803 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -6738835.000000 Penalty: 5429.838867
	Iteration 28Q: 3 clusters Score -6738835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -6738860.000000 Penalty: 5429.838867
	Iteration 29Q: 3 clusters Score -6738860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -6738872.000000 Penalty: 5429.838867
	Iteration 30Q: 3 clusters Score -6738872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -6738897.500000 Penalty: 5429.838867
	Iteration 31Q: 3 clusters Score -6738898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -6738891.500000 Penalty: 5429.838867
	Iteration 32Q: 3 clusters Score -6738892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -6738908.000000 Penalty: 5429.838867
	Iteration 33Q: 3 clusters Score -6738908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -6738912.000000 Penalty: 5429.838867
	Iteration 34Q: 3 clusters Score -6738912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -6738921.500000 Penalty: 5429.838867
	Iteration 35Q: 3 clusters Score -6738922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -6738919.000000 Penalty: 5429.838867
	Iteration 36Q: 3 clusters Score -6738919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -6738925.000000 Penalty: 5429.838867
	Iteration 37Q: 3 clusters Score -6738925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -6738921.000000 Penalty: 5429.838867
	Iteration 38Q: 3 clusters Score -6738921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -6738930.000000 Penalty: 5429.838867
	Iteration 39Q: 3 clusters Score -6738930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -6738935.500000 Penalty: 5429.838867
	Iteration 40F: 3 clusters Score -6738936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -6738935.000000 Penalty: 5429.838867
	Iteration 41Q: 3 clusters Score -6738935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -6738938.500000 Penalty: 5429.838867
	Iteration 42Q: 3 clusters Score -6738938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -6738935.500000 Penalty: 5429.838867
	Iteration 43Q: 3 clusters Score -6738936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -6738936.000000 Penalty: 5429.838867
	Iteration 44Q: 3 clusters Score -6738936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -6738945.000000 Penalty: 5429.838867
	Iteration 45Q: 3 clusters Score -6738945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -6738938.000000 Penalty: 5429.838867
	Iteration 46Q: 3 clusters Score -6738938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -6738949.000000 Penalty: 5429.838867
	Iteration 47Q: 3 clusters Score -6738949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -6738948.000000 Penalty: 5429.838867
	Iteration 48Q: 3 clusters Score -6738948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -6738938.000000 Penalty: 5429.838867
	Iteration 49Q: 3 clusters Score -6738938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -6738938.000000 Penalty: 5429.838867
	Iteration 50Q: 3 clusters Score -6738938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -6738941.000000 Penalty: 5429.838867
	Iteration 51Q: 3 clusters Score -6738941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -6738942.000000 Penalty: 5429.838867
	Iteration 52Q: 3 clusters Score -6738942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -6738944.000000 Penalty: 5429.838867
	Iteration 53Q: 3 clusters Score -6738944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -6738945.000000 Penalty: 5429.838867
	Iteration 54Q: 3 clusters Score -6738945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -6738942.000000 Penalty: 5429.838867
	Iteration 55Q: 3 clusters Score -6738942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -6738943.000000 Penalty: 5429.838867
	Iteration 56Q: 3 clusters Score -6738943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -6738943.000000 Penalty: 5429.838867
	Iteration 57F: 3 clusters Score -6738943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Entering Unmasked Estep 
Score: -1877905.125000 Penalty: 2395.287598
	Iteration 0F: 2 clusters Score -1877905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1866620.375000 Penalty: 4790.575195
	Iteration 0F: 3 clusters Score -1866620 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1870297.000000 Penalty: 4790.575195
	Iteration 1F: 3 clusters Score -1870297 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1870670.375000 Penalty: 4790.575195
	Iteration 2F: 3 clusters Score -1870670 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1870969.500000 Penalty: 4790.575195
	Iteration 3Q: 3 clusters Score -1870970 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1871272.750000 Penalty: 4790.575195
	Iteration 4Q: 3 clusters Score -1871273 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1871552.375000 Penalty: 4790.575195
	Iteration 5Q: 3 clusters Score -1871552 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1871842.375000 Penalty: 4790.575195
	Iteration 6Q: 3 clusters Score -1871842 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1872133.625000 Penalty: 4790.575195
	Iteration 7Q: 3 clusters Score -1872134 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1872480.125000 Penalty: 4790.575195
	Iteration 8Q: 3 clusters Score -1872480 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1872893.625000 Penalty: 4790.575195
	Iteration 9Q: 3 clusters Score -1872894 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1873329.625000 Penalty: 4790.575195
	Iteration 10Q: 3 clusters Score -1873330 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1873787.625000 Penalty: 4790.575195
	Iteration 11Q: 3 clusters Score -1873788 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1874234.875000 Penalty: 4790.575195
	Iteration 12Q: 3 clusters Score -1874235 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1874602.000000 Penalty: 4790.575195
	Iteration 13Q: 3 clusters Score -1874602 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1874853.000000 Penalty: 4790.575195
	Iteration 14Q: 3 clusters Score -1874853 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1875047.625000 Penalty: 4790.575195
	Iteration 15Q: 3 clusters Score -1875048 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1875212.375000 Penalty: 4790.575195
	Iteration 16Q: 3 clusters Score -1875212 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1875348.125000 Penalty: 4790.575195
	Iteration 17Q: 3 clusters Score -1875348 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1875450.250000 Penalty: 4790.575195
	Iteration 18Q: 3 clusters Score -1875450 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1875552.750000 Penalty: 4790.575195
	Iteration 19Q: 3 clusters Score -1875553 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1875609.500000 Penalty: 4790.575195
	Iteration 20F: 3 clusters Score -1875610 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1875656.500000 Penalty: 4790.575195
	Iteration 21Q: 3 clusters Score -1875656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1875678.750000 Penalty: 4790.575195
	Iteration 22Q: 3 clusters Score -1875679 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1875702.625000 Penalty: 4790.575195
	Iteration 23Q: 3 clusters Score -1875703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1875716.375000 Penalty: 4790.575195
	Iteration 24Q: 3 clusters Score -1875716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1875716.750000 Penalty: 4790.575195
	Iteration 25Q: 3 clusters Score -1875717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1875723.375000 Penalty: 4790.575195
	Iteration 26Q: 3 clusters Score -1875723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1875733.250000 Penalty: 4790.575195
	Iteration 27Q: 3 clusters Score -1875733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1875740.625000 Penalty: 4790.575195
	Iteration 28Q: 3 clusters Score -1875741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1875742.375000 Penalty: 4790.575195
	Iteration 29Q: 3 clusters Score -1875742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1875744.750000 Penalty: 4790.575195
	Iteration 30Q: 3 clusters Score -1875745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1875748.375000 Penalty: 4790.575195
	Iteration 31Q: 3 clusters Score -1875748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1875755.750000 Penalty: 4790.575195
	Iteration 32Q: 3 clusters Score -1875756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1875761.000000 Penalty: 4790.575195
	Iteration 33Q: 3 clusters Score -1875761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1875767.250000 Penalty: 4790.575195
	Iteration 34Q: 3 clusters Score -1875767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1875771.750000 Penalty: 4790.575195
	Iteration 35Q: 3 clusters Score -1875772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1875778.375000 Penalty: 4790.575195
	Iteration 36Q: 3 clusters Score -1875778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1875789.375000 Penalty: 4790.575195
	Iteration 37Q: 3 clusters Score -1875789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1875799.625000 Penalty: 4790.575195
	Iteration 38Q: 3 clusters Score -1875800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1875807.250000 Penalty: 4790.575195
	Iteration 39Q: 3 clusters Score -1875807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1875808.125000 Penalty: 4790.575195
	Iteration 40F: 3 clusters Score -1875808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1875813.250000 Penalty: 4790.575195
	Iteration 41Q: 3 clusters Score -1875813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1875817.000000 Penalty: 4790.575195
	Iteration 42Q: 3 clusters Score -1875817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1875816.625000 Penalty: 4790.575195
	Iteration 43Q: 3 clusters Score -1875817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1875821.875000 Penalty: 4790.575195
	Iteration 44Q: 3 clusters Score -1875822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1875824.750000 Penalty: 4790.575195
	Iteration 45Q: 3 clusters Score -1875825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1875828.125000 Penalty: 4790.575195
	Iteration 46Q: 3 clusters Score -1875828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1875826.625000 Penalty: 4790.575195
	Iteration 47Q: 3 clusters Score -1875827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1875827.375000 Penalty: 4790.575195
	Iteration 48Q: 3 clusters Score -1875827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1875826.750000 Penalty: 4790.575195
	Iteration 49Q: 3 clusters Score -1875827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1875826.750000 Penalty: 4790.575195
	Iteration 50Q: 3 clusters Score -1875827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1875827.625000 Penalty: 4790.575195
	Iteration 51Q: 3 clusters Score -1875828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1875828.000000 Penalty: 4790.575195
	Iteration 52Q: 3 clusters Score -1875828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1875828.000000 Penalty: 4790.575195
	Iteration 53F: 3 clusters Score -1875828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Entering Unmasked Estep 
Score: -4755949.500000 Penalty: 2636.065186
	Iteration 0F: 2 clusters Score -4755950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -4727987.000000 Penalty: 5272.130371
	Iteration 0F: 3 clusters Score -4727987 nChanged 18899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -4738310.500000 Penalty: 5272.130371
	Iteration 1F: 3 clusters Score -4738310 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -4738858.500000 Penalty: 5272.130371
	Iteration 2Q: 3 clusters Score -4738858 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -4739407.000000 Penalty: 5272.130371
	Iteration 3Q: 3 clusters Score -4739407 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -4740061.000000 Penalty: 5272.130371
	Iteration 4Q: 3 clusters Score -4740061 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -4740889.000000 Penalty: 5272.130371
	Iteration 5Q: 3 clusters Score -4740889 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -4742188.000000 Penalty: 5272.130371
	Iteration 6F: 3 clusters Score -4742188 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -4744011.500000 Penalty: 5272.130371
	Iteration 7F: 3 clusters Score -4744012 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -4746714.500000 Penalty: 5272.130371
	Iteration 8F: 3 clusters Score -4746714 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -4749768.500000 Penalty: 5272.130371
	Iteration 9F: 3 clusters Score -4749768 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -4752336.000000 Penalty: 5272.130371
	Iteration 10F: 3 clusters Score -4752336 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -4753765.500000 Penalty: 5272.130371
	Iteration 11Q: 3 clusters Score -4753766 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -4754410.000000 Penalty: 5272.130371
	Iteration 12Q: 3 clusters Score -4754410 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -4754756.000000 Penalty: 5272.130371
	Iteration 13Q: 3 clusters Score -4754756 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -4755011.000000 Penalty: 5272.130371
	Iteration 14Q: 3 clusters Score -4755011 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -4755138.000000 Penalty: 5272.130371
	Iteration 15Q: 3 clusters Score -4755138 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -4755216.500000 Penalty: 5272.130371
	Iteration 16Q: 3 clusters Score -4755216 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -4755257.000000 Penalty: 5272.130371
	Iteration 17Q: 3 clusters Score -4755257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -4755275.000000 Penalty: 5272.130371
	Iteration 18Q: 3 clusters Score -4755275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -4755277.500000 Penalty: 5272.130371
	Iteration 19Q: 3 clusters Score -4755278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -4755313.000000 Penalty: 5272.130371
	Iteration 20F: 3 clusters Score -4755313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -4755328.000000 Penalty: 5272.130371
	Iteration 21Q: 3 clusters Score -4755328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -4755334.500000 Penalty: 5272.130371
	Iteration 22Q: 3 clusters Score -4755334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -4755339.000000 Penalty: 5272.130371
	Iteration 23Q: 3 clusters Score -4755339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -4755346.000000 Penalty: 5272.130371
	Iteration 24Q: 3 clusters Score -4755346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -4755347.000000 Penalty: 5272.130371
	Iteration 25Q: 3 clusters Score -4755347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -4755356.500000 Penalty: 5272.130371
	Iteration 26Q: 3 clusters Score -4755356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -4755354.500000 Penalty: 5272.130371
	Iteration 27Q: 3 clusters Score -4755354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -4755359.500000 Penalty: 5272.130371
	Iteration 28Q: 3 clusters Score -4755360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -4755366.500000 Penalty: 5272.130371
	Iteration 29Q: 3 clusters Score -4755366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -4755370.500000 Penalty: 5272.130371
	Iteration 30Q: 3 clusters Score -4755370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -4755368.500000 Penalty: 5272.130371
	Iteration 31Q: 3 clusters Score -4755368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -4755377.000000 Penalty: 5272.130371
	Iteration 32Q: 3 clusters Score -4755377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -4755374.000000 Penalty: 5272.130371
	Iteration 33Q: 3 clusters Score -4755374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -4755374.500000 Penalty: 5272.130371
	Iteration 34Q: 3 clusters Score -4755374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -4755380.500000 Penalty: 5272.130371
	Iteration 35Q: 3 clusters Score -4755380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -4755377.000000 Penalty: 5272.130371
	Iteration 36Q: 3 clusters Score -4755377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -4755371.500000 Penalty: 5272.130371
	Iteration 37Q: 3 clusters Score -4755372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -4755371.500000 Penalty: 5272.130371
	Iteration 38F: 3 clusters Score -4755372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Entering Unmasked Estep 
Score: -1292787.000000 Penalty: 2309.643311
	Iteration 0F: 2 clusters Score -1292787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1284514.750000 Penalty: 4619.286621
	Iteration 0F: 3 clusters Score -1284515 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1287207.750000 Penalty: 4619.286621
	Iteration 1F: 3 clusters Score -1287208 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1287641.750000 Penalty: 4619.286621
	Iteration 2F: 3 clusters Score -1287642 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1287993.625000 Penalty: 4619.286621
	Iteration 3F: 3 clusters Score -1287994 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1288282.625000 Penalty: 4619.286621
	Iteration 4Q: 3 clusters Score -1288283 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1288525.125000 Penalty: 4619.286621
	Iteration 5Q: 3 clusters Score -1288525 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1288728.375000 Penalty: 4619.286621
	Iteration 6Q: 3 clusters Score -1288728 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1288893.625000 Penalty: 4619.286621
	Iteration 7Q: 3 clusters Score -1288894 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1289040.125000 Penalty: 4619.286621
	Iteration 8Q: 3 clusters Score -1289040 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1289191.625000 Penalty: 4619.286621
	Iteration 9Q: 3 clusters Score -1289192 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1289358.500000 Penalty: 4619.286621
	Iteration 10Q: 3 clusters Score -1289358 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1289496.500000 Penalty: 4619.286621
	Iteration 11Q: 3 clusters Score -1289496 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1289627.125000 Penalty: 4619.286621
	Iteration 12Q: 3 clusters Score -1289627 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1289741.750000 Penalty: 4619.286621
	Iteration 13Q: 3 clusters Score -1289742 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1289831.000000 Penalty: 4619.286621
	Iteration 14Q: 3 clusters Score -1289831 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1289891.625000 Penalty: 4619.286621
	Iteration 15Q: 3 clusters Score -1289892 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1289940.000000 Penalty: 4619.286621
	Iteration 16Q: 3 clusters Score -1289940 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1289973.875000 Penalty: 4619.286621
	Iteration 17Q: 3 clusters Score -1289974 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1290009.000000 Penalty: 4619.286621
	Iteration 18Q: 3 clusters Score -1290009 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1290039.875000 Penalty: 4619.286621
	Iteration 19Q: 3 clusters Score -1290040 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1290076.000000 Penalty: 4619.286621
	Iteration 20F: 3 clusters Score -1290076 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1290104.625000 Penalty: 4619.286621
	Iteration 21Q: 3 clusters Score -1290105 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1290130.875000 Penalty: 4619.286621
	Iteration 22Q: 3 clusters Score -1290131 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1290154.375000 Penalty: 4619.286621
	Iteration 23Q: 3 clusters Score -1290154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1290172.625000 Penalty: 4619.286621
	Iteration 24Q: 3 clusters Score -1290173 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1290190.750000 Penalty: 4619.286621
	Iteration 25Q: 3 clusters Score -1290191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1290209.000000 Penalty: 4619.286621
	Iteration 26Q: 3 clusters Score -1290209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1290235.750000 Penalty: 4619.286621
	Iteration 27Q: 3 clusters Score -1290236 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1290265.625000 Penalty: 4619.286621
	Iteration 28Q: 3 clusters Score -1290266 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1290299.625000 Penalty: 4619.286621
	Iteration 29Q: 3 clusters Score -1290300 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1290338.250000 Penalty: 4619.286621
	Iteration 30Q: 3 clusters Score -1290338 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1290377.375000 Penalty: 4619.286621
	Iteration 31Q: 3 clusters Score -1290377 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1290424.125000 Penalty: 4619.286621
	Iteration 32Q: 3 clusters Score -1290424 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1290479.250000 Penalty: 4619.286621
	Iteration 33Q: 3 clusters Score -1290479 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1290553.250000 Penalty: 4619.286621
	Iteration 34Q: 3 clusters Score -1290553 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1290622.750000 Penalty: 4619.286621
	Iteration 35Q: 3 clusters Score -1290623 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1290686.000000 Penalty: 4619.286621
	Iteration 36Q: 3 clusters Score -1290686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1290730.500000 Penalty: 4619.286621
	Iteration 37Q: 3 clusters Score -1290730 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1290767.875000 Penalty: 4619.286621
	Iteration 38Q: 3 clusters Score -1290768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1290811.000000 Penalty: 4619.286621
	Iteration 39Q: 3 clusters Score -1290811 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1290840.375000 Penalty: 4619.286621
	Iteration 40F: 3 clusters Score -1290840 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1290868.250000 Penalty: 4619.286621
	Iteration 41Q: 3 clusters Score -1290868 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1290896.125000 Penalty: 4619.286621
	Iteration 42Q: 3 clusters Score -1290896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1290923.875000 Penalty: 4619.286621
	Iteration 43Q: 3 clusters Score -1290924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1290944.500000 Penalty: 4619.286621
	Iteration 44Q: 3 clusters Score -1290944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1290966.625000 Penalty: 4619.286621
	Iteration 45Q: 3 clusters Score -1290967 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1290985.500000 Penalty: 4619.286621
	Iteration 46Q: 3 clusters Score -1290986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1291004.625000 Penalty: 4619.286621
	Iteration 47Q: 3 clusters Score -1291005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1291013.125000 Penalty: 4619.286621
	Iteration 48Q: 3 clusters Score -1291013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1291021.125000 Penalty: 4619.286621
	Iteration 49Q: 3 clusters Score -1291021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1291032.250000 Penalty: 4619.286621
	Iteration 50Q: 3 clusters Score -1291032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1291040.750000 Penalty: 4619.286621
	Iteration 51Q: 3 clusters Score -1291041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1291043.625000 Penalty: 4619.286621
	Iteration 52Q: 3 clusters Score -1291044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1291053.875000 Penalty: 4619.286621
	Iteration 53Q: 3 clusters Score -1291054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1291061.375000 Penalty: 4619.286621
	Iteration 54Q: 3 clusters Score -1291061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1291067.000000 Penalty: 4619.286621
	Iteration 55Q: 3 clusters Score -1291067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1291072.750000 Penalty: 4619.286621
	Iteration 56Q: 3 clusters Score -1291073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1291078.125000 Penalty: 4619.286621
	Iteration 57Q: 3 clusters Score -1291078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1291081.500000 Penalty: 4619.286621
	Iteration 58Q: 3 clusters Score -1291082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1291083.250000 Penalty: 4619.286621
	Iteration 59Q: 3 clusters Score -1291083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1291091.000000 Penalty: 4619.286621
	Iteration 60F: 3 clusters Score -1291091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1291097.125000 Penalty: 4619.286621
	Iteration 61Q: 3 clusters Score -1291097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1291106.000000 Penalty: 4619.286621
	Iteration 62Q: 3 clusters Score -1291106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1291109.875000 Penalty: 4619.286621
	Iteration 63Q: 3 clusters Score -1291110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1291112.875000 Penalty: 4619.286621
	Iteration 64Q: 3 clusters Score -1291113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1291118.000000 Penalty: 4619.286621
	Iteration 65Q: 3 clusters Score -1291118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1291120.125000 Penalty: 4619.286621
	Iteration 66Q: 3 clusters Score -1291120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1291124.375000 Penalty: 4619.286621
	Iteration 67Q: 3 clusters Score -1291124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1291128.375000 Penalty: 4619.286621
	Iteration 68Q: 3 clusters Score -1291128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1291129.500000 Penalty: 4619.286621
	Iteration 69Q: 3 clusters Score -1291130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1291130.125000 Penalty: 4619.286621
	Iteration 70Q: 3 clusters Score -1291130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1291130.625000 Penalty: 4619.286621
	Iteration 71Q: 3 clusters Score -1291131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1291130.125000 Penalty: 4619.286621
	Iteration 72Q: 3 clusters Score -1291130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1291131.625000 Penalty: 4619.286621
	Iteration 73Q: 3 clusters Score -1291132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1291134.125000 Penalty: 4619.286621
	Iteration 74Q: 3 clusters Score -1291134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1291132.125000 Penalty: 4619.286621
	Iteration 75Q: 3 clusters Score -1291132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1291133.000000 Penalty: 4619.286621
	Iteration 76Q: 3 clusters Score -1291133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1291133.000000 Penalty: 4619.286621
	Iteration 77Q: 3 clusters Score -1291133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1291133.500000 Penalty: 4619.286621
	Iteration 78Q: 3 clusters Score -1291134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1291133.750000 Penalty: 4619.286621
	Iteration 79Q: 3 clusters Score -1291134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1291133.125000 Penalty: 4619.286621
	Iteration 80F: 3 clusters Score -1291133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1291134.000000 Penalty: 4619.286621
	Iteration 81Q: 3 clusters Score -1291134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1291135.750000 Penalty: 4619.286621
	Iteration 82Q: 3 clusters Score -1291136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1291135.500000 Penalty: 4619.286621
	Iteration 83Q: 3 clusters Score -1291136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1291136.000000 Penalty: 4619.286621
	Iteration 84Q: 3 clusters Score -1291136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1291135.875000 Penalty: 4619.286621
	Iteration 85Q: 3 clusters Score -1291136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1291135.875000 Penalty: 4619.286621
	Iteration 86F: 3 clusters Score -1291136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (137992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137992 members 
Entering Unmasked Estep 
Score: -16561614.000000 Penalty: 2935.067871
	Iteration 0F: 2 clusters Score -1.656161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68729 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -16469182.000000 Penalty: 5870.135742
	Iteration 0F: 3 clusters Score -1.646918e+07 nChanged 66010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -16507493.000000 Penalty: 5870.135742
	Iteration 1F: 3 clusters Score -1.650749e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -16508783.000000 Penalty: 5870.135742
	Iteration 2Q: 3 clusters Score -1.650878e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -16510592.000000 Penalty: 5870.135742
	Iteration 3Q: 3 clusters Score -1.651059e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 85459 members 
Entering Unmasked Estep 
Score: -16513442.000000 Penalty: 5870.135742
	Iteration 4Q: 3 clusters Score -1.651344e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 93690 members 
Entering Unmasked Estep 
Score: -16518644.000000 Penalty: 5870.135742
	Iteration 5F: 3 clusters Score -1.651864e+07 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -16526993.000000 Penalty: 5870.135742
	Iteration 6F: 3 clusters Score -1.652699e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 116321 members 
Entering Unmasked Estep 
Score: -16537965.000000 Penalty: 5870.135742
	Iteration 7F: 3 clusters Score -1.653796e+07 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 126541 members 
Entering Unmasked Estep 
Score: -16548195.000000 Penalty: 5870.135742
	Iteration 8F: 3 clusters Score -1.65482e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 133050 members 
Entering Unmasked Estep 
Score: -16554594.000000 Penalty: 5870.135742
	Iteration 9Q: 3 clusters Score -1.655459e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 136031 members 
Entering Unmasked Estep 
Score: -16557364.000000 Penalty: 5870.135742
	Iteration 10Q: 3 clusters Score -1.655736e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 137154 members 
Entering Unmasked Estep 
Score: -16558294.000000 Penalty: 5870.135742
	Iteration 11Q: 3 clusters Score -1.655829e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 137538 members 
Entering Unmasked Estep 
Score: -16558729.000000 Penalty: 5870.135742
	Iteration 12Q: 3 clusters Score -1.655873e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 137657 members 
Entering Unmasked Estep 
Score: -16558875.000000 Penalty: 5870.135742
	Iteration 13Q: 3 clusters Score -1.655888e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 137701 members 
Entering Unmasked Estep 
Score: -16558952.000000 Penalty: 5870.135742
	Iteration 14Q: 3 clusters Score -1.655895e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 137726 members 
Entering Unmasked Estep 
Score: -16559005.000000 Penalty: 5870.135742
	Iteration 15Q: 3 clusters Score -1.6559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 137743 members 
Entering Unmasked Estep 
Score: -16559024.000000 Penalty: 5870.135742
	Iteration 16Q: 3 clusters Score -1.655902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 137756 members 
Entering Unmasked Estep 
Score: -16559044.000000 Penalty: 5870.135742
	Iteration 17Q: 3 clusters Score -1.655904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 137763 members 
Entering Unmasked Estep 
Score: -16559071.000000 Penalty: 5870.135742
	Iteration 18Q: 3 clusters Score -1.655907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 137766 members 
Entering Unmasked Estep 
Score: -16559079.000000 Penalty: 5870.135742
	Iteration 19Q: 3 clusters Score -1.655908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 137768 members 
Entering Unmasked Estep 
Score: -16559092.000000 Penalty: 5870.135742
	Iteration 20F: 3 clusters Score -1.655909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 137768 members 
Entering Unmasked Estep 
Score: -16559088.000000 Penalty: 5870.135742
	Iteration 21Q: 3 clusters Score -1.655909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 137773 members 
Entering Unmasked Estep 
Score: -16559102.000000 Penalty: 5870.135742
	Iteration 22Q: 3 clusters Score -1.65591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 137775 members 
Entering Unmasked Estep 
Score: -16559115.000000 Penalty: 5870.135742
	Iteration 23Q: 3 clusters Score -1.655912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 137773 members 
Entering Unmasked Estep 
Score: -16559126.000000 Penalty: 5870.135742
	Iteration 24Q: 3 clusters Score -1.655913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 137772 members 
Entering Unmasked Estep 
Score: -16559123.000000 Penalty: 5870.135742
	Iteration 25Q: 3 clusters Score -1.655912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137771 members 
Entering Unmasked Estep 
Score: -16559119.000000 Penalty: 5870.135742
	Iteration 26Q: 3 clusters Score -1.655912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137771 members 
Entering Unmasked Estep 
Score: -16559119.000000 Penalty: 5870.135742
	Iteration 27F: 3 clusters Score -1.655912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -80564.523438 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -80564.52 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 430 members 
Entering Unmasked Estep 
Score: -78869.210938 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -78869.21 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79184.164062 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -79184.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79310.609375 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -79310.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -79414.554688 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -79414.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -79563.906250 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -79563.91 nChanged 46
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: -79661.398438 Penalty: 3347.384766
	Iteration 5F: 3 clusters Score -79661.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -79765.710938 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -79765.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -79818.476562 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -79818.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -79838.898438 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -79838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -79841.289062 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -79841.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -79851.531250 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -79851.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -79854.265625 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -79854.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -79856.640625 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -79856.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -79860.000000 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -79860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -79861.046875 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -79861.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -79861.046875 Penalty: 3347.384766
	Iteration 15F: 3 clusters Score -79861.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Entering Unmasked Estep 
Score: -1025812.000000 Penalty: 2254.062988
	Iteration 0F: 2 clusters Score -1025812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1018882.875000 Penalty: 4508.125977
	Iteration 0F: 3 clusters Score -1018883 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1020875.875000 Penalty: 4508.125977
	Iteration 1F: 3 clusters Score -1020876 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1021202.687500 Penalty: 4508.125977
	Iteration 2F: 3 clusters Score -1021203 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1021435.937500 Penalty: 4508.125977
	Iteration 3F: 3 clusters Score -1021436 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1021623.125000 Penalty: 4508.125977
	Iteration 4Q: 3 clusters Score -1021623 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1021780.875000 Penalty: 4508.125977
	Iteration 5Q: 3 clusters Score -1021781 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1021917.000000 Penalty: 4508.125977
	Iteration 6Q: 3 clusters Score -1021917 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1022080.125000 Penalty: 4508.125977
	Iteration 7Q: 3 clusters Score -1022080 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1022259.750000 Penalty: 4508.125977
	Iteration 8Q: 3 clusters Score -1022260 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1022421.437500 Penalty: 4508.125977
	Iteration 9Q: 3 clusters Score -1022421 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1022572.812500 Penalty: 4508.125977
	Iteration 10Q: 3 clusters Score -1022573 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1022686.625000 Penalty: 4508.125977
	Iteration 11Q: 3 clusters Score -1022687 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1022788.937500 Penalty: 4508.125977
	Iteration 12Q: 3 clusters Score -1022789 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1022883.687500 Penalty: 4508.125977
	Iteration 13Q: 3 clusters Score -1022884 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1022963.687500 Penalty: 4508.125977
	Iteration 14Q: 3 clusters Score -1022964 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1023036.500000 Penalty: 4508.125977
	Iteration 15Q: 3 clusters Score -1023036 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1023098.937500 Penalty: 4508.125977
	Iteration 16Q: 3 clusters Score -1023099 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1023160.937500 Penalty: 4508.125977
	Iteration 17Q: 3 clusters Score -1023161 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1023207.312500 Penalty: 4508.125977
	Iteration 18Q: 3 clusters Score -1023207 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1023255.500000 Penalty: 4508.125977
	Iteration 19Q: 3 clusters Score -1023256 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1023300.250000 Penalty: 4508.125977
	Iteration 20F: 3 clusters Score -1023300 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1023339.375000 Penalty: 4508.125977
	Iteration 21Q: 3 clusters Score -1023339 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1023374.687500 Penalty: 4508.125977
	Iteration 22Q: 3 clusters Score -1023375 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1023402.000000 Penalty: 4508.125977
	Iteration 23Q: 3 clusters Score -1023402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1023421.687500 Penalty: 4508.125977
	Iteration 24Q: 3 clusters Score -1023422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1023438.687500 Penalty: 4508.125977
	Iteration 25Q: 3 clusters Score -1023439 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1023462.812500 Penalty: 4508.125977
	Iteration 26Q: 3 clusters Score -1023463 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1023480.125000 Penalty: 4508.125977
	Iteration 27Q: 3 clusters Score -1023480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1023493.312500 Penalty: 4508.125977
	Iteration 28Q: 3 clusters Score -1023493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1023505.625000 Penalty: 4508.125977
	Iteration 29Q: 3 clusters Score -1023506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1023517.312500 Penalty: 4508.125977
	Iteration 30Q: 3 clusters Score -1023517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1023524.562500 Penalty: 4508.125977
	Iteration 31Q: 3 clusters Score -1023525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1023529.562500 Penalty: 4508.125977
	Iteration 32Q: 3 clusters Score -1023530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1023538.812500 Penalty: 4508.125977
	Iteration 33Q: 3 clusters Score -1023539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1023551.625000 Penalty: 4508.125977
	Iteration 34Q: 3 clusters Score -1023552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1023562.312500 Penalty: 4508.125977
	Iteration 35Q: 3 clusters Score -1023562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1023573.187500 Penalty: 4508.125977
	Iteration 36Q: 3 clusters Score -1023573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1023591.875000 Penalty: 4508.125977
	Iteration 37Q: 3 clusters Score -1023592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1023603.000000 Penalty: 4508.125977
	Iteration 38Q: 3 clusters Score -1023603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1023618.500000 Penalty: 4508.125977
	Iteration 39Q: 3 clusters Score -1023618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1023626.250000 Penalty: 4508.125977
	Iteration 40F: 3 clusters Score -1023626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1023639.062500 Penalty: 4508.125977
	Iteration 41Q: 3 clusters Score -1023639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1023653.687500 Penalty: 4508.125977
	Iteration 42Q: 3 clusters Score -1023654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1023666.187500 Penalty: 4508.125977
	Iteration 43Q: 3 clusters Score -1023666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1023674.187500 Penalty: 4508.125977
	Iteration 44Q: 3 clusters Score -1023674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1023690.187500 Penalty: 4508.125977
	Iteration 45Q: 3 clusters Score -1023690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1023705.375000 Penalty: 4508.125977
	Iteration 46Q: 3 clusters Score -1023705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1023720.562500 Penalty: 4508.125977
	Iteration 47Q: 3 clusters Score -1023721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1023735.437500 Penalty: 4508.125977
	Iteration 48Q: 3 clusters Score -1023735 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1023753.250000 Penalty: 4508.125977
	Iteration 49Q: 3 clusters Score -1023753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1023765.375000 Penalty: 4508.125977
	Iteration 50Q: 3 clusters Score -1023765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1023784.437500 Penalty: 4508.125977
	Iteration 51Q: 3 clusters Score -1023784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1023798.187500 Penalty: 4508.125977
	Iteration 52Q: 3 clusters Score -1023798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1023804.000000 Penalty: 4508.125977
	Iteration 53Q: 3 clusters Score -1023804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1023816.125000 Penalty: 4508.125977
	Iteration 54Q: 3 clusters Score -1023816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1023828.187500 Penalty: 4508.125977
	Iteration 55Q: 3 clusters Score -1023828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1023848.062500 Penalty: 4508.125977
	Iteration 56Q: 3 clusters Score -1023848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1023868.437500 Penalty: 4508.125977
	Iteration 57Q: 3 clusters Score -1023868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1023889.562500 Penalty: 4508.125977
	Iteration 58Q: 3 clusters Score -1023890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1023917.687500 Penalty: 4508.125977
	Iteration 59Q: 3 clusters Score -1023918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1023939.937500 Penalty: 4508.125977
	Iteration 60F: 3 clusters Score -1023940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1023960.125000 Penalty: 4508.125977
	Iteration 61Q: 3 clusters Score -1023960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1023974.937500 Penalty: 4508.125977
	Iteration 62Q: 3 clusters Score -1023975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1023991.625000 Penalty: 4508.125977
	Iteration 63Q: 3 clusters Score -1023992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1024003.625000 Penalty: 4508.125977
	Iteration 64Q: 3 clusters Score -1024004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1024015.687500 Penalty: 4508.125977
	Iteration 65Q: 3 clusters Score -1024016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1024023.125000 Penalty: 4508.125977
	Iteration 66Q: 3 clusters Score -1024023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1024026.687500 Penalty: 4508.125977
	Iteration 67Q: 3 clusters Score -1024027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1024034.000000 Penalty: 4508.125977
	Iteration 68Q: 3 clusters Score -1024034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1024039.750000 Penalty: 4508.125977
	Iteration 69Q: 3 clusters Score -1024040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1024041.687500 Penalty: 4508.125977
	Iteration 70Q: 3 clusters Score -1024042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1024049.875000 Penalty: 4508.125977
	Iteration 71Q: 3 clusters Score -1024050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1024062.562500 Penalty: 4508.125977
	Iteration 72Q: 3 clusters Score -1024063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1024072.937500 Penalty: 4508.125977
	Iteration 73Q: 3 clusters Score -1024073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1024080.375000 Penalty: 4508.125977
	Iteration 74Q: 3 clusters Score -1024080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1024090.875000 Penalty: 4508.125977
	Iteration 75Q: 3 clusters Score -1024091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1024098.250000 Penalty: 4508.125977
	Iteration 76Q: 3 clusters Score -1024098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1024101.500000 Penalty: 4508.125977
	Iteration 77Q: 3 clusters Score -1024102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1024102.750000 Penalty: 4508.125977
	Iteration 78Q: 3 clusters Score -1024103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1024107.562500 Penalty: 4508.125977
	Iteration 79Q: 3 clusters Score -1024108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1024111.812500 Penalty: 4508.125977
	Iteration 80F: 3 clusters Score -1024112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1024111.437500 Penalty: 4508.125977
	Iteration 81Q: 3 clusters Score -1024111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1024112.937500 Penalty: 4508.125977
	Iteration 82Q: 3 clusters Score -1024113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1024113.625000 Penalty: 4508.125977
	Iteration 83Q: 3 clusters Score -1024114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1024113.625000 Penalty: 4508.125977
	Iteration 84F: 3 clusters Score -1024114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Entering Unmasked Estep 
Score: -727412.687500 Penalty: 2162.795654
	Iteration 0F: 2 clusters Score -727412.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -722156.125000 Penalty: 4325.591309
	Iteration 0F: 3 clusters Score -722156.1 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -723465.500000 Penalty: 4325.591309
	Iteration 1F: 3 clusters Score -723465.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -723735.500000 Penalty: 4325.591309
	Iteration 2F: 3 clusters Score -723735.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -723913.250000 Penalty: 4325.591309
	Iteration 3F: 3 clusters Score -723913.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -724038.687500 Penalty: 4325.591309
	Iteration 4Q: 3 clusters Score -724038.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -724172.312500 Penalty: 4325.591309
	Iteration 5Q: 3 clusters Score -724172.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -724309.312500 Penalty: 4325.591309
	Iteration 6Q: 3 clusters Score -724309.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -724442.375000 Penalty: 4325.591309
	Iteration 7Q: 3 clusters Score -724442.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -724570.125000 Penalty: 4325.591309
	Iteration 8Q: 3 clusters Score -724570.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -724691.062500 Penalty: 4325.591309
	Iteration 9Q: 3 clusters Score -724691.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -724814.000000 Penalty: 4325.591309
	Iteration 10Q: 3 clusters Score -724814 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -724918.187500 Penalty: 4325.591309
	Iteration 11Q: 3 clusters Score -724918.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -725013.812500 Penalty: 4325.591309
	Iteration 12Q: 3 clusters Score -725013.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -725098.375000 Penalty: 4325.591309
	Iteration 13Q: 3 clusters Score -725098.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -725165.125000 Penalty: 4325.591309
	Iteration 14Q: 3 clusters Score -725165.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -725216.312500 Penalty: 4325.591309
	Iteration 15Q: 3 clusters Score -725216.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -725267.437500 Penalty: 4325.591309
	Iteration 16Q: 3 clusters Score -725267.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -725317.625000 Penalty: 4325.591309
	Iteration 17Q: 3 clusters Score -725317.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -725350.125000 Penalty: 4325.591309
	Iteration 18Q: 3 clusters Score -725350.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -725374.562500 Penalty: 4325.591309
	Iteration 19Q: 3 clusters Score -725374.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -725387.750000 Penalty: 4325.591309
	Iteration 20F: 3 clusters Score -725387.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -725400.812500 Penalty: 4325.591309
	Iteration 21Q: 3 clusters Score -725400.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -725415.062500 Penalty: 4325.591309
	Iteration 22Q: 3 clusters Score -725415.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -725427.625000 Penalty: 4325.591309
	Iteration 23Q: 3 clusters Score -725427.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -725444.000000 Penalty: 4325.591309
	Iteration 24Q: 3 clusters Score -725444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -725457.000000 Penalty: 4325.591309
	Iteration 25Q: 3 clusters Score -725457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -725463.375000 Penalty: 4325.591309
	Iteration 26Q: 3 clusters Score -725463.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -725474.937500 Penalty: 4325.591309
	Iteration 27Q: 3 clusters Score -725474.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -725480.812500 Penalty: 4325.591309
	Iteration 28Q: 3 clusters Score -725480.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -725484.687500 Penalty: 4325.591309
	Iteration 29Q: 3 clusters Score -725484.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -725490.812500 Penalty: 4325.591309
	Iteration 30Q: 3 clusters Score -725490.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -725496.312500 Penalty: 4325.591309
	Iteration 31Q: 3 clusters Score -725496.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -725499.937500 Penalty: 4325.591309
	Iteration 32Q: 3 clusters Score -725499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -725505.562500 Penalty: 4325.591309
	Iteration 33Q: 3 clusters Score -725505.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -725507.187500 Penalty: 4325.591309
	Iteration 34Q: 3 clusters Score -725507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -725507.562500 Penalty: 4325.591309
	Iteration 35Q: 3 clusters Score -725507.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -725507.562500 Penalty: 4325.591309
	Iteration 36F: 3 clusters Score -725507.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -526114.937500 Penalty: 2083.307861
	Iteration 0F: 2 clusters Score -526114.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -521880.562500 Penalty: 4166.615723
	Iteration 0F: 3 clusters Score -521880.6 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -522827.656250 Penalty: 4166.615723
	Iteration 1F: 3 clusters Score -522827.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -523029.687500 Penalty: 4166.615723
	Iteration 2F: 3 clusters Score -523029.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -523156.437500 Penalty: 4166.615723
	Iteration 3F: 3 clusters Score -523156.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -523247.843750 Penalty: 4166.615723
	Iteration 4Q: 3 clusters Score -523247.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -523317.093750 Penalty: 4166.615723
	Iteration 5Q: 3 clusters Score -523317.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -523380.218750 Penalty: 4166.615723
	Iteration 6Q: 3 clusters Score -523380.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -523423.343750 Penalty: 4166.615723
	Iteration 7Q: 3 clusters Score -523423.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -523459.312500 Penalty: 4166.615723
	Iteration 8Q: 3 clusters Score -523459.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -523484.375000 Penalty: 4166.615723
	Iteration 9Q: 3 clusters Score -523484.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -523510.687500 Penalty: 4166.615723
	Iteration 10Q: 3 clusters Score -523510.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -523541.843750 Penalty: 4166.615723
	Iteration 11Q: 3 clusters Score -523541.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -523573.625000 Penalty: 4166.615723
	Iteration 12Q: 3 clusters Score -523573.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -523610.812500 Penalty: 4166.615723
	Iteration 13Q: 3 clusters Score -523610.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -523652.750000 Penalty: 4166.615723
	Iteration 14Q: 3 clusters Score -523652.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -523699.906250 Penalty: 4166.615723
	Iteration 15Q: 3 clusters Score -523699.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -523734.656250 Penalty: 4166.615723
	Iteration 16Q: 3 clusters Score -523734.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -523767.750000 Penalty: 4166.615723
	Iteration 17Q: 3 clusters Score -523767.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -523798.625000 Penalty: 4166.615723
	Iteration 18Q: 3 clusters Score -523798.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -523833.062500 Penalty: 4166.615723
	Iteration 19Q: 3 clusters Score -523833.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -523862.562500 Penalty: 4166.615723
	Iteration 20F: 3 clusters Score -523862.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -523892.281250 Penalty: 4166.615723
	Iteration 21Q: 3 clusters Score -523892.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -523912.750000 Penalty: 4166.615723
	Iteration 22Q: 3 clusters Score -523912.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -523932.531250 Penalty: 4166.615723
	Iteration 23Q: 3 clusters Score -523932.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -523951.562500 Penalty: 4166.615723
	Iteration 24Q: 3 clusters Score -523951.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -523969.843750 Penalty: 4166.615723
	Iteration 25Q: 3 clusters Score -523969.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -523984.031250 Penalty: 4166.615723
	Iteration 26Q: 3 clusters Score -523984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -523995.625000 Penalty: 4166.615723
	Iteration 27Q: 3 clusters Score -523995.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -524005.125000 Penalty: 4166.615723
	Iteration 28Q: 3 clusters Score -524005.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -524013.843750 Penalty: 4166.615723
	Iteration 29Q: 3 clusters Score -524013.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -524021.437500 Penalty: 4166.615723
	Iteration 30Q: 3 clusters Score -524021.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -524026.937500 Penalty: 4166.615723
	Iteration 31Q: 3 clusters Score -524026.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -524033.343750 Penalty: 4166.615723
	Iteration 32Q: 3 clusters Score -524033.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -524039.625000 Penalty: 4166.615723
	Iteration 33Q: 3 clusters Score -524039.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -524048.062500 Penalty: 4166.615723
	Iteration 34Q: 3 clusters Score -524048.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -524058.125000 Penalty: 4166.615723
	Iteration 35Q: 3 clusters Score -524058.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -524066.687500 Penalty: 4166.615723
	Iteration 36Q: 3 clusters Score -524066.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -524071.843750 Penalty: 4166.615723
	Iteration 37Q: 3 clusters Score -524071.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -524079.312500 Penalty: 4166.615723
	Iteration 38Q: 3 clusters Score -524079.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -524085.312500 Penalty: 4166.615723
	Iteration 39Q: 3 clusters Score -524085.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -524088.968750 Penalty: 4166.615723
	Iteration 40F: 3 clusters Score -524089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -524092.406250 Penalty: 4166.615723
	Iteration 41Q: 3 clusters Score -524092.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -524096.781250 Penalty: 4166.615723
	Iteration 42Q: 3 clusters Score -524096.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -524099.937500 Penalty: 4166.615723
	Iteration 43Q: 3 clusters Score -524099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -524101.281250 Penalty: 4166.615723
	Iteration 44Q: 3 clusters Score -524101.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -524101.875000 Penalty: 4166.615723
	Iteration 45Q: 3 clusters Score -524101.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -524103.843750 Penalty: 4166.615723
	Iteration 46Q: 3 clusters Score -524103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -524103.125000 Penalty: 4166.615723
	Iteration 47Q: 3 clusters Score -524103.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -524104.312500 Penalty: 4166.615723
	Iteration 48Q: 3 clusters Score -524104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -524105.000000 Penalty: 4166.615723
	Iteration 49Q: 3 clusters Score -524105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -524105.000000 Penalty: 4166.615723
	Iteration 50F: 3 clusters Score -524105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216553 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173800 members 
Mstep: Class 11 contains 156306 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137992 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079440.000000 Penalty: 104997.734375
Iteration 279Q: 31 clusters Score -1.560794e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216553 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173800 members 
Mstep: Class 11 contains 156307 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137991 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079472.000000 Penalty: 104997.734375
Iteration 280F: 31 clusters Score -1.560795e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216553 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173800 members 
Mstep: Class 11 contains 156308 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137990 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079472.000000 Penalty: 104997.734375
Iteration 281Q: 31 clusters Score -1.560795e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216554 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173800 members 
Mstep: Class 11 contains 156311 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39993 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137987 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079456.000000 Penalty: 104997.734375
Iteration 282Q: 31 clusters Score -1.560795e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216554 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173799 members 
Mstep: Class 11 contains 156314 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137987 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079440.000000 Penalty: 104997.734375
Iteration 283Q: 31 clusters Score -1.560794e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216554 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173799 members 
Mstep: Class 11 contains 156317 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56798 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137983 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079440.000000 Penalty: 104997.734375
Iteration 284Q: 31 clusters Score -1.560794e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216554 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173799 members 
Mstep: Class 11 contains 156320 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56799 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137980 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079472.000000 Penalty: 104997.734375
Iteration 285Q: 31 clusters Score -1.560795e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216554 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173799 members 
Mstep: Class 11 contains 156323 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94704 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56799 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137978 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079472.000000 Penalty: 104997.734375
Iteration 286Q: 31 clusters Score -1.560795e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216554 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173800 members 
Mstep: Class 11 contains 156327 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56799 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137975 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079488.000000 Penalty: 104997.734375
Iteration 287Q: 31 clusters Score -1.560795e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216555 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173801 members 
Mstep: Class 11 contains 156328 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56799 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137973 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079488.000000 Penalty: 104997.734375
Iteration 288Q: 31 clusters Score -1.560795e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216556 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173801 members 
Mstep: Class 11 contains 156331 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56800 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137968 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079488.000000 Penalty: 104997.734375
Iteration 289Q: 31 clusters Score -1.560795e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216557 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173801 members 
Mstep: Class 11 contains 156332 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56800 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137966 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079520.000000 Penalty: 104997.734375
Iteration 290Q: 31 clusters Score -1.560795e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216557 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173802 members 
Mstep: Class 11 contains 156335 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137961 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079504.000000 Penalty: 104997.734375
Iteration 291Q: 31 clusters Score -1.560795e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216558 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143810 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173804 members 
Mstep: Class 11 contains 156335 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137958 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079520.000000 Penalty: 104997.734375
Iteration 292Q: 31 clusters Score -1.560795e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216560 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143808 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173805 members 
Mstep: Class 11 contains 156334 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137958 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079520.000000 Penalty: 104997.734375
Iteration 293Q: 31 clusters Score -1.560795e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216561 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143806 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173806 members 
Mstep: Class 11 contains 156336 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137956 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079488.000000 Penalty: 104997.734375
Iteration 294Q: 31 clusters Score -1.560795e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216561 members 
Mstep: Class 2 contains 23984 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143806 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173805 members 
Mstep: Class 11 contains 156340 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137952 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079536.000000 Penalty: 104997.734375
Iteration 295Q: 31 clusters Score -1.560795e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216560 members 
Mstep: Class 2 contains 23985 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143806 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173805 members 
Mstep: Class 11 contains 156341 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137951 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079520.000000 Penalty: 104997.734375
Iteration 296Q: 31 clusters Score -1.560795e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216560 members 
Mstep: Class 2 contains 23985 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143806 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173805 members 
Mstep: Class 11 contains 156343 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137949 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079504.000000 Penalty: 104997.734375
Iteration 297Q: 31 clusters Score -1.560795e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216560 members 
Mstep: Class 2 contains 23985 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143805 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173805 members 
Mstep: Class 11 contains 156345 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137948 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079504.000000 Penalty: 104997.734375
Iteration 298Q: 31 clusters Score -1.560795e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216560 members 
Mstep: Class 2 contains 23985 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143804 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173805 members 
Mstep: Class 11 contains 156345 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137949 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079504.000000 Penalty: 104997.734375
Iteration 299Q: 31 clusters Score -1.560795e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216560 members 
Mstep: Class 2 contains 23985 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 143803 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173806 members 
Mstep: Class 11 contains 156345 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137949 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156079504.000000 Penalty: 104997.734375
Iteration 300F: 31 clusters Score -1.560795e+08 nChanged 0
Entering ConstructFrom: 
Score: -156079504.000000 Penalty: 104997.734375
Entering ConstructFrom: 
Trying to split cluster 1 (216560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216560 members 
Entering Unmasked Estep 
Score: -25598220.000000 Penalty: 3046.834473
	Iteration 0F: 2 clusters Score -2.559822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108322 members 
Mstep: Class 2 contains 108238 members 
Entering Unmasked Estep 
Score: -25462438.000000 Penalty: 6093.668945
	Iteration 0F: 3 clusters Score -2.546244e+07 nChanged 104531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109325 members 
Mstep: Class 2 contains 107235 members 
Entering Unmasked Estep 
Score: -25523136.000000 Penalty: 6093.668945
	Iteration 1F: 3 clusters Score -2.552314e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110077 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -25524224.000000 Penalty: 6093.668945
	Iteration 2Q: 3 clusters Score -2.552422e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111377 members 
Mstep: Class 2 contains 105183 members 
Entering Unmasked Estep 
Score: -25525680.000000 Penalty: 6093.668945
	Iteration 3Q: 3 clusters Score -2.552568e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113299 members 
Mstep: Class 2 contains 103261 members 
Entering Unmasked Estep 
Score: -25527414.000000 Penalty: 6093.668945
	Iteration 4Q: 3 clusters Score -2.552741e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116012 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -25529918.000000 Penalty: 6093.668945
	Iteration 5Q: 3 clusters Score -2.552992e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119865 members 
Mstep: Class 2 contains 96695 members 
Entering Unmasked Estep 
Score: -25532900.000000 Penalty: 6093.668945
	Iteration 6Q: 3 clusters Score -2.55329e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125137 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -25537634.000000 Penalty: 6093.668945
	Iteration 7Q: 3 clusters Score -2.553763e+07 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131926 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -25544256.000000 Penalty: 6093.668945
	Iteration 8F: 3 clusters Score -2.554426e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139459 members 
Mstep: Class 2 contains 77101 members 
Entering Unmasked Estep 
Score: -25552644.000000 Penalty: 6093.668945
	Iteration 9F: 3 clusters Score -2.555264e+07 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146666 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -25561520.000000 Penalty: 6093.668945
	Iteration 10F: 3 clusters Score -2.556152e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152543 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -25568490.000000 Penalty: 6093.668945
	Iteration 11F: 3 clusters Score -2.556849e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157176 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -25572630.000000 Penalty: 6093.668945
	Iteration 12Q: 3 clusters Score -2.557263e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161147 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -25574512.000000 Penalty: 6093.668945
	Iteration 13Q: 3 clusters Score -2.557451e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164847 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -25575874.000000 Penalty: 6093.668945
	Iteration 14Q: 3 clusters Score -2.557587e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168412 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -25576910.000000 Penalty: 6093.668945
	Iteration 15Q: 3 clusters Score -2.557691e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171924 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -25577992.000000 Penalty: 6093.668945
	Iteration 16Q: 3 clusters Score -2.557799e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175431 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -25579042.000000 Penalty: 6093.668945
	Iteration 17Q: 3 clusters Score -2.557904e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178814 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -25580012.000000 Penalty: 6093.668945
	Iteration 18Q: 3 clusters Score -2.558001e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181988 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -25580912.000000 Penalty: 6093.668945
	Iteration 19Q: 3 clusters Score -2.558091e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185046 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -25581744.000000 Penalty: 6093.668945
	Iteration 20F: 3 clusters Score -2.558174e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188010 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -25582864.000000 Penalty: 6093.668945
	Iteration 21Q: 3 clusters Score -2.558286e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190834 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -25583518.000000 Penalty: 6093.668945
	Iteration 22Q: 3 clusters Score -2.558352e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193548 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -25584392.000000 Penalty: 6093.668945
	Iteration 23Q: 3 clusters Score -2.558439e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196043 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -25585280.000000 Penalty: 6093.668945
	Iteration 24Q: 3 clusters Score -2.558528e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198421 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -25586194.000000 Penalty: 6093.668945
	Iteration 25Q: 3 clusters Score -2.558619e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200614 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -25587018.000000 Penalty: 6093.668945
	Iteration 26Q: 3 clusters Score -2.558702e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202628 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -25587708.000000 Penalty: 6093.668945
	Iteration 27Q: 3 clusters Score -2.558771e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204556 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -25588520.000000 Penalty: 6093.668945
	Iteration 28Q: 3 clusters Score -2.558852e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206340 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -25589448.000000 Penalty: 6093.668945
	Iteration 29Q: 3 clusters Score -2.558945e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207994 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -25590292.000000 Penalty: 6093.668945
	Iteration 30Q: 3 clusters Score -2.559029e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209510 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -25591190.000000 Penalty: 6093.668945
	Iteration 31Q: 3 clusters Score -2.559119e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210843 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -25592130.000000 Penalty: 6093.668945
	Iteration 32Q: 3 clusters Score -2.559213e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211973 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -25592892.000000 Penalty: 6093.668945
	Iteration 33Q: 3 clusters Score -2.559289e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212932 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -25593578.000000 Penalty: 6093.668945
	Iteration 34Q: 3 clusters Score -2.559358e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213654 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -25594144.000000 Penalty: 6093.668945
	Iteration 35Q: 3 clusters Score -2.559414e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214177 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -25594428.000000 Penalty: 6093.668945
	Iteration 36Q: 3 clusters Score -2.559443e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214562 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -25594682.000000 Penalty: 6093.668945
	Iteration 37Q: 3 clusters Score -2.559468e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214871 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -25594880.000000 Penalty: 6093.668945
	Iteration 38Q: 3 clusters Score -2.559488e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215103 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -25595054.000000 Penalty: 6093.668945
	Iteration 39Q: 3 clusters Score -2.559505e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215266 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -25595200.000000 Penalty: 6093.668945
	Iteration 40F: 3 clusters Score -2.55952e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215391 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -25595266.000000 Penalty: 6093.668945
	Iteration 41Q: 3 clusters Score -2.559527e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215474 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -25595354.000000 Penalty: 6093.668945
	Iteration 42Q: 3 clusters Score -2.559535e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215541 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -25595402.000000 Penalty: 6093.668945
	Iteration 43Q: 3 clusters Score -2.55954e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215593 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -25595462.000000 Penalty: 6093.668945
	Iteration 44Q: 3 clusters Score -2.559546e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215627 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -25595514.000000 Penalty: 6093.668945
	Iteration 45Q: 3 clusters Score -2.559551e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215661 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -25595534.000000 Penalty: 6093.668945
	Iteration 46Q: 3 clusters Score -2.559553e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215685 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -25595546.000000 Penalty: 6093.668945
	Iteration 47Q: 3 clusters Score -2.559555e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215708 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -25595606.000000 Penalty: 6093.668945
	Iteration 48Q: 3 clusters Score -2.559561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215726 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -25595624.000000 Penalty: 6093.668945
	Iteration 49Q: 3 clusters Score -2.559562e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215743 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -25595626.000000 Penalty: 6093.668945
	Iteration 50Q: 3 clusters Score -2.559563e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215752 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -25595664.000000 Penalty: 6093.668945
	Iteration 51Q: 3 clusters Score -2.559566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215762 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -25595726.000000 Penalty: 6093.668945
	Iteration 52Q: 3 clusters Score -2.559573e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215772 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -25595728.000000 Penalty: 6093.668945
	Iteration 53Q: 3 clusters Score -2.559573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215768 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -25595758.000000 Penalty: 6093.668945
	Iteration 54Q: 3 clusters Score -2.559576e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215759 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -25595770.000000 Penalty: 6093.668945
	Iteration 55Q: 3 clusters Score -2.559577e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215747 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -25595786.000000 Penalty: 6093.668945
	Iteration 56Q: 3 clusters Score -2.559579e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215746 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -25595818.000000 Penalty: 6093.668945
	Iteration 57Q: 3 clusters Score -2.559582e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215746 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -25595832.000000 Penalty: 6093.668945
	Iteration 58Q: 3 clusters Score -2.559583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215747 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -25595824.000000 Penalty: 6093.668945
	Iteration 59Q: 3 clusters Score -2.559582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215740 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -25595826.000000 Penalty: 6093.668945
	Iteration 60F: 3 clusters Score -2.559583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215736 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -25595834.000000 Penalty: 6093.668945
	Iteration 61Q: 3 clusters Score -2.559583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215732 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -25595850.000000 Penalty: 6093.668945
	Iteration 62Q: 3 clusters Score -2.559585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215731 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -25595860.000000 Penalty: 6093.668945
	Iteration 63Q: 3 clusters Score -2.559586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215724 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -25595862.000000 Penalty: 6093.668945
	Iteration 64Q: 3 clusters Score -2.559586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215724 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -25595864.000000 Penalty: 6093.668945
	Iteration 65Q: 3 clusters Score -2.559586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215723 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -25595866.000000 Penalty: 6093.668945
	Iteration 66Q: 3 clusters Score -2.559587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215724 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -25595870.000000 Penalty: 6093.668945
	Iteration 67Q: 3 clusters Score -2.559587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215722 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -25595886.000000 Penalty: 6093.668945
	Iteration 68Q: 3 clusters Score -2.559589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215721 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -25595866.000000 Penalty: 6093.668945
	Iteration 69Q: 3 clusters Score -2.559587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215719 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -25595882.000000 Penalty: 6093.668945
	Iteration 70Q: 3 clusters Score -2.559588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215713 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -25595900.000000 Penalty: 6093.668945
	Iteration 71Q: 3 clusters Score -2.55959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215708 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -25595880.000000 Penalty: 6093.668945
	Iteration 72Q: 3 clusters Score -2.559588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215706 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -25595892.000000 Penalty: 6093.668945
	Iteration 73Q: 3 clusters Score -2.559589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215705 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -25595888.000000 Penalty: 6093.668945
	Iteration 74Q: 3 clusters Score -2.559589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215706 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -25595886.000000 Penalty: 6093.668945
	Iteration 75Q: 3 clusters Score -2.559589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215704 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -25595884.000000 Penalty: 6093.668945
	Iteration 76Q: 3 clusters Score -2.559588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215703 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -25595880.000000 Penalty: 6093.668945
	Iteration 77Q: 3 clusters Score -2.559588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215702 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -25595862.000000 Penalty: 6093.668945
	Iteration 78Q: 3 clusters Score -2.559586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215703 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -25595886.000000 Penalty: 6093.668945
	Iteration 79Q: 3 clusters Score -2.559589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215704 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -25595882.000000 Penalty: 6093.668945
	Iteration 80F: 3 clusters Score -2.559588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215705 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -25595882.000000 Penalty: 6093.668945
	Iteration 81Q: 3 clusters Score -2.559588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215704 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -25595898.000000 Penalty: 6093.668945
	Iteration 82Q: 3 clusters Score -2.55959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215703 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -25595894.000000 Penalty: 6093.668945
	Iteration 83Q: 3 clusters Score -2.559589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215702 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -25595886.000000 Penalty: 6093.668945
	Iteration 84Q: 3 clusters Score -2.559589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215704 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -25595886.000000 Penalty: 6093.668945
	Iteration 85Q: 3 clusters Score -2.559589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215706 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -25595888.000000 Penalty: 6093.668945
	Iteration 86Q: 3 clusters Score -2.559589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215704 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -25595898.000000 Penalty: 6093.668945
	Iteration 87Q: 3 clusters Score -2.55959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215703 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -25595904.000000 Penalty: 6093.668945
	Iteration 88Q: 3 clusters Score -2.55959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215701 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -25595908.000000 Penalty: 6093.668945
	Iteration 89Q: 3 clusters Score -2.559591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215700 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -25595912.000000 Penalty: 6093.668945
	Iteration 90Q: 3 clusters Score -2.559591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215698 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -25595914.000000 Penalty: 6093.668945
	Iteration 91Q: 3 clusters Score -2.559591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215695 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -25595918.000000 Penalty: 6093.668945
	Iteration 92Q: 3 clusters Score -2.559592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215693 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -25595898.000000 Penalty: 6093.668945
	Iteration 93Q: 3 clusters Score -2.55959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215692 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -25595910.000000 Penalty: 6093.668945
	Iteration 94Q: 3 clusters Score -2.559591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215694 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -25595906.000000 Penalty: 6093.668945
	Iteration 95Q: 3 clusters Score -2.559591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215698 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -25595920.000000 Penalty: 6093.668945
	Iteration 96Q: 3 clusters Score -2.559592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215697 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -25595932.000000 Penalty: 6093.668945
	Iteration 97Q: 3 clusters Score -2.559593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215697 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -25595934.000000 Penalty: 6093.668945
	Iteration 98Q: 3 clusters Score -2.559593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215699 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -25595928.000000 Penalty: 6093.668945
	Iteration 99Q: 3 clusters Score -2.559593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215695 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -25595918.000000 Penalty: 6093.668945
	Iteration 100F: 3 clusters Score -2.559592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215689 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -25595924.000000 Penalty: 6093.668945
	Iteration 101Q: 3 clusters Score -2.559592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215683 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -25595948.000000 Penalty: 6093.668945
	Iteration 102Q: 3 clusters Score -2.559595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215677 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -25595942.000000 Penalty: 6093.668945
	Iteration 103Q: 3 clusters Score -2.559594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215671 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -25595950.000000 Penalty: 6093.668945
	Iteration 104Q: 3 clusters Score -2.559595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215672 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -25595950.000000 Penalty: 6093.668945
	Iteration 105Q: 3 clusters Score -2.559595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215672 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -25595948.000000 Penalty: 6093.668945
	Iteration 106Q: 3 clusters Score -2.559595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215671 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -25595958.000000 Penalty: 6093.668945
	Iteration 107Q: 3 clusters Score -2.559596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215670 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -25595956.000000 Penalty: 6093.668945
	Iteration 108Q: 3 clusters Score -2.559596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215664 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -25595986.000000 Penalty: 6093.668945
	Iteration 109Q: 3 clusters Score -2.559599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215663 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -25595984.000000 Penalty: 6093.668945
	Iteration 110Q: 3 clusters Score -2.559598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215662 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -25595974.000000 Penalty: 6093.668945
	Iteration 111Q: 3 clusters Score -2.559597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215661 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -25595958.000000 Penalty: 6093.668945
	Iteration 112Q: 3 clusters Score -2.559596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215661 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -25595958.000000 Penalty: 6093.668945
	Iteration 113F: 3 clusters Score -2.559596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Entering Unmasked Estep 
Score: -2892733.750000 Penalty: 2501.125732
	Iteration 0F: 2 clusters Score -2892734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2876286.250000 Penalty: 5002.251465
	Iteration 0F: 3 clusters Score -2876286 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2881865.500000 Penalty: 5002.251465
	Iteration 1F: 3 clusters Score -2881866 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2882287.750000 Penalty: 5002.251465
	Iteration 2F: 3 clusters Score -2882288 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2882664.750000 Penalty: 5002.251465
	Iteration 3Q: 3 clusters Score -2882665 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2883010.000000 Penalty: 5002.251465
	Iteration 4Q: 3 clusters Score -2883010 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2883432.750000 Penalty: 5002.251465
	Iteration 5Q: 3 clusters Score -2883433 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2883986.250000 Penalty: 5002.251465
	Iteration 6Q: 3 clusters Score -2883986 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2884815.000000 Penalty: 5002.251465
	Iteration 7F: 3 clusters Score -2884815 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2885949.500000 Penalty: 5002.251465
	Iteration 8F: 3 clusters Score -2885950 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2887206.500000 Penalty: 5002.251465
	Iteration 9F: 3 clusters Score -2887206 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2888346.250000 Penalty: 5002.251465
	Iteration 10F: 3 clusters Score -2888346 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2889102.000000 Penalty: 5002.251465
	Iteration 11Q: 3 clusters Score -2889102 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -2889542.500000 Penalty: 5002.251465
	Iteration 12Q: 3 clusters Score -2889542 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2889779.000000 Penalty: 5002.251465
	Iteration 13Q: 3 clusters Score -2889779 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2889898.250000 Penalty: 5002.251465
	Iteration 14Q: 3 clusters Score -2889898 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2889986.500000 Penalty: 5002.251465
	Iteration 15Q: 3 clusters Score -2889986 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2890042.000000 Penalty: 5002.251465
	Iteration 16Q: 3 clusters Score -2890042 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2890079.250000 Penalty: 5002.251465
	Iteration 17Q: 3 clusters Score -2890079 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2890111.000000 Penalty: 5002.251465
	Iteration 18Q: 3 clusters Score -2890111 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2890153.000000 Penalty: 5002.251465
	Iteration 19Q: 3 clusters Score -2890153 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2890165.750000 Penalty: 5002.251465
	Iteration 20F: 3 clusters Score -2890166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2890175.750000 Penalty: 5002.251465
	Iteration 21Q: 3 clusters Score -2890176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2890191.000000 Penalty: 5002.251465
	Iteration 22Q: 3 clusters Score -2890191 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2890212.250000 Penalty: 5002.251465
	Iteration 23Q: 3 clusters Score -2890212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2890219.750000 Penalty: 5002.251465
	Iteration 24Q: 3 clusters Score -2890220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2890231.000000 Penalty: 5002.251465
	Iteration 25Q: 3 clusters Score -2890231 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2890243.000000 Penalty: 5002.251465
	Iteration 26Q: 3 clusters Score -2890243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2890250.500000 Penalty: 5002.251465
	Iteration 27Q: 3 clusters Score -2890250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2890260.500000 Penalty: 5002.251465
	Iteration 28Q: 3 clusters Score -2890260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2890286.250000 Penalty: 5002.251465
	Iteration 29Q: 3 clusters Score -2890286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2890296.500000 Penalty: 5002.251465
	Iteration 30Q: 3 clusters Score -2890296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2890302.750000 Penalty: 5002.251465
	Iteration 31Q: 3 clusters Score -2890303 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2890313.000000 Penalty: 5002.251465
	Iteration 32Q: 3 clusters Score -2890313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2890333.250000 Penalty: 5002.251465
	Iteration 33Q: 3 clusters Score -2890333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2890345.250000 Penalty: 5002.251465
	Iteration 34Q: 3 clusters Score -2890345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2890355.000000 Penalty: 5002.251465
	Iteration 35Q: 3 clusters Score -2890355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2890359.250000 Penalty: 5002.251465
	Iteration 36Q: 3 clusters Score -2890359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2890371.000000 Penalty: 5002.251465
	Iteration 37Q: 3 clusters Score -2890371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2890381.250000 Penalty: 5002.251465
	Iteration 38Q: 3 clusters Score -2890381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2890397.250000 Penalty: 5002.251465
	Iteration 39Q: 3 clusters Score -2890397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2890398.750000 Penalty: 5002.251465
	Iteration 40F: 3 clusters Score -2890399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -2890404.250000 Penalty: 5002.251465
	Iteration 41Q: 3 clusters Score -2890404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2890415.250000 Penalty: 5002.251465
	Iteration 42Q: 3 clusters Score -2890415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2890414.250000 Penalty: 5002.251465
	Iteration 43Q: 3 clusters Score -2890414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -2890419.500000 Penalty: 5002.251465
	Iteration 44Q: 3 clusters Score -2890420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2890427.250000 Penalty: 5002.251465
	Iteration 45Q: 3 clusters Score -2890427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2890431.250000 Penalty: 5002.251465
	Iteration 46Q: 3 clusters Score -2890431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2890436.000000 Penalty: 5002.251465
	Iteration 47Q: 3 clusters Score -2890436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2890438.250000 Penalty: 5002.251465
	Iteration 48Q: 3 clusters Score -2890438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2890442.000000 Penalty: 5002.251465
	Iteration 49Q: 3 clusters Score -2890442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2890443.750000 Penalty: 5002.251465
	Iteration 50Q: 3 clusters Score -2890444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2890446.250000 Penalty: 5002.251465
	Iteration 51Q: 3 clusters Score -2890446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2890456.250000 Penalty: 5002.251465
	Iteration 52Q: 3 clusters Score -2890456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2890460.000000 Penalty: 5002.251465
	Iteration 53Q: 3 clusters Score -2890460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2890458.250000 Penalty: 5002.251465
	Iteration 54Q: 3 clusters Score -2890458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2890459.500000 Penalty: 5002.251465
	Iteration 55Q: 3 clusters Score -2890460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2890464.750000 Penalty: 5002.251465
	Iteration 56Q: 3 clusters Score -2890465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2890470.250000 Penalty: 5002.251465
	Iteration 57Q: 3 clusters Score -2890470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2890465.000000 Penalty: 5002.251465
	Iteration 58Q: 3 clusters Score -2890465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2890464.500000 Penalty: 5002.251465
	Iteration 59Q: 3 clusters Score -2890464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2890465.000000 Penalty: 5002.251465
	Iteration 60F: 3 clusters Score -2890465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2890463.750000 Penalty: 5002.251465
	Iteration 61Q: 3 clusters Score -2890464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2890466.750000 Penalty: 5002.251465
	Iteration 62Q: 3 clusters Score -2890467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2890466.750000 Penalty: 5002.251465
	Iteration 63F: 3 clusters Score -2890467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Entering Unmasked Estep 
Score: -812649.375000 Penalty: 2192.678955
	Iteration 0F: 2 clusters Score -812649.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -806985.562500 Penalty: 4385.357910
	Iteration 0F: 3 clusters Score -806985.6 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -808569.625000 Penalty: 4385.357910
	Iteration 1F: 3 clusters Score -808569.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -808841.687500 Penalty: 4385.357910
	Iteration 2F: 3 clusters Score -808841.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -809022.062500 Penalty: 4385.357910
	Iteration 3Q: 3 clusters Score -809022.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -809198.500000 Penalty: 4385.357910
	Iteration 4Q: 3 clusters Score -809198.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -809370.500000 Penalty: 4385.357910
	Iteration 5Q: 3 clusters Score -809370.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -809513.125000 Penalty: 4385.357910
	Iteration 6Q: 3 clusters Score -809513.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -809671.375000 Penalty: 4385.357910
	Iteration 7Q: 3 clusters Score -809671.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -809845.437500 Penalty: 4385.357910
	Iteration 8Q: 3 clusters Score -809845.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -810012.000000 Penalty: 4385.357910
	Iteration 9Q: 3 clusters Score -810012 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -810145.812500 Penalty: 4385.357910
	Iteration 10Q: 3 clusters Score -810145.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -810277.312500 Penalty: 4385.357910
	Iteration 11Q: 3 clusters Score -810277.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -810374.562500 Penalty: 4385.357910
	Iteration 12Q: 3 clusters Score -810374.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -810439.750000 Penalty: 4385.357910
	Iteration 13Q: 3 clusters Score -810439.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -810512.687500 Penalty: 4385.357910
	Iteration 14Q: 3 clusters Score -810512.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -810573.687500 Penalty: 4385.357910
	Iteration 15Q: 3 clusters Score -810573.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -810612.750000 Penalty: 4385.357910
	Iteration 16Q: 3 clusters Score -810612.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -810645.000000 Penalty: 4385.357910
	Iteration 17Q: 3 clusters Score -810645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -810676.875000 Penalty: 4385.357910
	Iteration 18Q: 3 clusters Score -810676.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -810704.375000 Penalty: 4385.357910
	Iteration 19Q: 3 clusters Score -810704.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -810723.812500 Penalty: 4385.357910
	Iteration 20F: 3 clusters Score -810723.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -810736.687500 Penalty: 4385.357910
	Iteration 21Q: 3 clusters Score -810736.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -810742.812500 Penalty: 4385.357910
	Iteration 22Q: 3 clusters Score -810742.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -810749.562500 Penalty: 4385.357910
	Iteration 23Q: 3 clusters Score -810749.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -810754.625000 Penalty: 4385.357910
	Iteration 24Q: 3 clusters Score -810754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -810758.625000 Penalty: 4385.357910
	Iteration 25Q: 3 clusters Score -810758.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -810762.500000 Penalty: 4385.357910
	Iteration 26Q: 3 clusters Score -810762.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -810767.000000 Penalty: 4385.357910
	Iteration 27Q: 3 clusters Score -810767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -810768.750000 Penalty: 4385.357910
	Iteration 28Q: 3 clusters Score -810768.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -810768.562500 Penalty: 4385.357910
	Iteration 29Q: 3 clusters Score -810768.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -810768.562500 Penalty: 4385.357910
	Iteration 30F: 3 clusters Score -810768.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Entering Unmasked Estep 
Score: -2349175.500000 Penalty: 2456.399414
	Iteration 0F: 2 clusters Score -2349176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2335149.500000 Penalty: 4912.798828
	Iteration 0F: 3 clusters Score -2335150 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2339742.250000 Penalty: 4912.798828
	Iteration 1F: 3 clusters Score -2339742 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2340144.750000 Penalty: 4912.798828
	Iteration 2F: 3 clusters Score -2340145 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2340433.000000 Penalty: 4912.798828
	Iteration 3Q: 3 clusters Score -2340433 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2340682.000000 Penalty: 4912.798828
	Iteration 4Q: 3 clusters Score -2340682 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2340893.500000 Penalty: 4912.798828
	Iteration 5Q: 3 clusters Score -2340894 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2341097.500000 Penalty: 4912.798828
	Iteration 6Q: 3 clusters Score -2341098 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2341284.500000 Penalty: 4912.798828
	Iteration 7Q: 3 clusters Score -2341284 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2341451.500000 Penalty: 4912.798828
	Iteration 8Q: 3 clusters Score -2341452 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2341645.500000 Penalty: 4912.798828
	Iteration 9Q: 3 clusters Score -2341646 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2341850.750000 Penalty: 4912.798828
	Iteration 10Q: 3 clusters Score -2341851 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2342107.250000 Penalty: 4912.798828
	Iteration 11Q: 3 clusters Score -2342107 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2342411.500000 Penalty: 4912.798828
	Iteration 12Q: 3 clusters Score -2342412 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2342802.500000 Penalty: 4912.798828
	Iteration 13Q: 3 clusters Score -2342802 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2343319.750000 Penalty: 4912.798828
	Iteration 14Q: 3 clusters Score -2343320 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2343955.500000 Penalty: 4912.798828
	Iteration 15Q: 3 clusters Score -2343956 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2344588.250000 Penalty: 4912.798828
	Iteration 16Q: 3 clusters Score -2344588 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2345145.750000 Penalty: 4912.798828
	Iteration 17Q: 3 clusters Score -2345146 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2345580.000000 Penalty: 4912.798828
	Iteration 18Q: 3 clusters Score -2345580 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2345941.750000 Penalty: 4912.798828
	Iteration 19Q: 3 clusters Score -2345942 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2346192.000000 Penalty: 4912.798828
	Iteration 20F: 3 clusters Score -2346192 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2346403.750000 Penalty: 4912.798828
	Iteration 21Q: 3 clusters Score -2346404 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2346569.500000 Penalty: 4912.798828
	Iteration 22Q: 3 clusters Score -2346570 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2346694.250000 Penalty: 4912.798828
	Iteration 23Q: 3 clusters Score -2346694 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2346782.250000 Penalty: 4912.798828
	Iteration 24Q: 3 clusters Score -2346782 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2346866.000000 Penalty: 4912.798828
	Iteration 25Q: 3 clusters Score -2346866 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2346924.250000 Penalty: 4912.798828
	Iteration 26Q: 3 clusters Score -2346924 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2346982.000000 Penalty: 4912.798828
	Iteration 27Q: 3 clusters Score -2346982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2347018.750000 Penalty: 4912.798828
	Iteration 28Q: 3 clusters Score -2347019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2347048.500000 Penalty: 4912.798828
	Iteration 29Q: 3 clusters Score -2347048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2347082.250000 Penalty: 4912.798828
	Iteration 30Q: 3 clusters Score -2347082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2347103.000000 Penalty: 4912.798828
	Iteration 31Q: 3 clusters Score -2347103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2347119.250000 Penalty: 4912.798828
	Iteration 32Q: 3 clusters Score -2347119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2347132.250000 Penalty: 4912.798828
	Iteration 33Q: 3 clusters Score -2347132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2347152.000000 Penalty: 4912.798828
	Iteration 34Q: 3 clusters Score -2347152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2347159.250000 Penalty: 4912.798828
	Iteration 35Q: 3 clusters Score -2347159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2347162.500000 Penalty: 4912.798828
	Iteration 36Q: 3 clusters Score -2347162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2347168.250000 Penalty: 4912.798828
	Iteration 37Q: 3 clusters Score -2347168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2347173.000000 Penalty: 4912.798828
	Iteration 38Q: 3 clusters Score -2347173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2347176.000000 Penalty: 4912.798828
	Iteration 39Q: 3 clusters Score -2347176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2347176.750000 Penalty: 4912.798828
	Iteration 40F: 3 clusters Score -2347177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2347177.750000 Penalty: 4912.798828
	Iteration 41Q: 3 clusters Score -2347178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2347177.250000 Penalty: 4912.798828
	Iteration 42Q: 3 clusters Score -2347177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2347176.750000 Penalty: 4912.798828
	Iteration 43Q: 3 clusters Score -2347177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2347176.750000 Penalty: 4912.798828
	Iteration 44F: 3 clusters Score -2347177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Entering Unmasked Estep 
Score: -837986.500000 Penalty: 2199.785156
	Iteration 0F: 2 clusters Score -837986.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -832179.437500 Penalty: 4399.570312
	Iteration 0F: 3 clusters Score -832179.4 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -833706.562500 Penalty: 4399.570312
	Iteration 1F: 3 clusters Score -833706.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -833930.375000 Penalty: 4399.570312
	Iteration 2F: 3 clusters Score -833930.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -834092.125000 Penalty: 4399.570312
	Iteration 3Q: 3 clusters Score -834092.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -834233.750000 Penalty: 4399.570312
	Iteration 4Q: 3 clusters Score -834233.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -834357.437500 Penalty: 4399.570312
	Iteration 5Q: 3 clusters Score -834357.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -834474.500000 Penalty: 4399.570312
	Iteration 6Q: 3 clusters Score -834474.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -834586.937500 Penalty: 4399.570312
	Iteration 7Q: 3 clusters Score -834586.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -834703.187500 Penalty: 4399.570312
	Iteration 8Q: 3 clusters Score -834703.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -834814.562500 Penalty: 4399.570312
	Iteration 9Q: 3 clusters Score -834814.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -834921.375000 Penalty: 4399.570312
	Iteration 10Q: 3 clusters Score -834921.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -835035.250000 Penalty: 4399.570312
	Iteration 11Q: 3 clusters Score -835035.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -835172.562500 Penalty: 4399.570312
	Iteration 12Q: 3 clusters Score -835172.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -835291.687500 Penalty: 4399.570312
	Iteration 13Q: 3 clusters Score -835291.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -835415.000000 Penalty: 4399.570312
	Iteration 14Q: 3 clusters Score -835415 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -835547.500000 Penalty: 4399.570312
	Iteration 15Q: 3 clusters Score -835547.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -835666.312500 Penalty: 4399.570312
	Iteration 16Q: 3 clusters Score -835666.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -835755.000000 Penalty: 4399.570312
	Iteration 17Q: 3 clusters Score -835755 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -835829.000000 Penalty: 4399.570312
	Iteration 18Q: 3 clusters Score -835829 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -835869.187500 Penalty: 4399.570312
	Iteration 19Q: 3 clusters Score -835869.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -835904.000000 Penalty: 4399.570312
	Iteration 20F: 3 clusters Score -835904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -835931.687500 Penalty: 4399.570312
	Iteration 21Q: 3 clusters Score -835931.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -835949.937500 Penalty: 4399.570312
	Iteration 22Q: 3 clusters Score -835949.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -835963.937500 Penalty: 4399.570312
	Iteration 23Q: 3 clusters Score -835963.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -835977.375000 Penalty: 4399.570312
	Iteration 24Q: 3 clusters Score -835977.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -835986.812500 Penalty: 4399.570312
	Iteration 25Q: 3 clusters Score -835986.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -836005.250000 Penalty: 4399.570312
	Iteration 26Q: 3 clusters Score -836005.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -836019.312500 Penalty: 4399.570312
	Iteration 27Q: 3 clusters Score -836019.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -836029.000000 Penalty: 4399.570312
	Iteration 28Q: 3 clusters Score -836029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -836035.437500 Penalty: 4399.570312
	Iteration 29Q: 3 clusters Score -836035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -836043.312500 Penalty: 4399.570312
	Iteration 30Q: 3 clusters Score -836043.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -836051.375000 Penalty: 4399.570312
	Iteration 31Q: 3 clusters Score -836051.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -836059.125000 Penalty: 4399.570312
	Iteration 32Q: 3 clusters Score -836059.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -836062.125000 Penalty: 4399.570312
	Iteration 33Q: 3 clusters Score -836062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -836067.625000 Penalty: 4399.570312
	Iteration 34Q: 3 clusters Score -836067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -836069.937500 Penalty: 4399.570312
	Iteration 35Q: 3 clusters Score -836069.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -836073.687500 Penalty: 4399.570312
	Iteration 36Q: 3 clusters Score -836073.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -836076.000000 Penalty: 4399.570312
	Iteration 37Q: 3 clusters Score -836076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -836076.062500 Penalty: 4399.570312
	Iteration 38Q: 3 clusters Score -836076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -836079.562500 Penalty: 4399.570312
	Iteration 39Q: 3 clusters Score -836079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -836080.437500 Penalty: 4399.570312
	Iteration 40F: 3 clusters Score -836080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -836081.625000 Penalty: 4399.570312
	Iteration 41Q: 3 clusters Score -836081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -836082.687500 Penalty: 4399.570312
	Iteration 42Q: 3 clusters Score -836082.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -836082.687500 Penalty: 4399.570312
	Iteration 43F: 3 clusters Score -836082.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Entering Unmasked Estep 
Score: -3826593.250000 Penalty: 2573.916748
	Iteration 0F: 2 clusters Score -3826593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3804928.750000 Penalty: 5147.833496
	Iteration 0F: 3 clusters Score -3804929 nChanged 14436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3812393.500000 Penalty: 5147.833496
	Iteration 1F: 3 clusters Score -3812394 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3812807.500000 Penalty: 5147.833496
	Iteration 2Q: 3 clusters Score -3812808 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3813149.750000 Penalty: 5147.833496
	Iteration 3Q: 3 clusters Score -3813150 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3813469.250000 Penalty: 5147.833496
	Iteration 4Q: 3 clusters Score -3813469 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3813733.250000 Penalty: 5147.833496
	Iteration 5Q: 3 clusters Score -3813733 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3814017.500000 Penalty: 5147.833496
	Iteration 6Q: 3 clusters Score -3814018 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -3814346.500000 Penalty: 5147.833496
	Iteration 7Q: 3 clusters Score -3814346 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -3814774.750000 Penalty: 5147.833496
	Iteration 8Q: 3 clusters Score -3814775 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3815245.000000 Penalty: 5147.833496
	Iteration 9Q: 3 clusters Score -3815245 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3815834.000000 Penalty: 5147.833496
	Iteration 10Q: 3 clusters Score -3815834 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3816508.000000 Penalty: 5147.833496
	Iteration 11Q: 3 clusters Score -3816508 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3817342.000000 Penalty: 5147.833496
	Iteration 12Q: 3 clusters Score -3817342 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3818284.000000 Penalty: 5147.833496
	Iteration 13F: 3 clusters Score -3818284 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3819236.000000 Penalty: 5147.833496
	Iteration 14Q: 3 clusters Score -3819236 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3820141.250000 Penalty: 5147.833496
	Iteration 15Q: 3 clusters Score -3820141 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3820939.000000 Penalty: 5147.833496
	Iteration 16Q: 3 clusters Score -3820939 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3821662.250000 Penalty: 5147.833496
	Iteration 17Q: 3 clusters Score -3821662 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3822240.250000 Penalty: 5147.833496
	Iteration 18Q: 3 clusters Score -3822240 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3822697.250000 Penalty: 5147.833496
	Iteration 19Q: 3 clusters Score -3822697 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -3823018.250000 Penalty: 5147.833496
	Iteration 20F: 3 clusters Score -3823018 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -3823316.000000 Penalty: 5147.833496
	Iteration 21Q: 3 clusters Score -3823316 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3823550.750000 Penalty: 5147.833496
	Iteration 22Q: 3 clusters Score -3823551 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3823715.250000 Penalty: 5147.833496
	Iteration 23Q: 3 clusters Score -3823715 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -3823855.500000 Penalty: 5147.833496
	Iteration 24Q: 3 clusters Score -3823856 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -3823963.250000 Penalty: 5147.833496
	Iteration 25Q: 3 clusters Score -3823963 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -3824056.250000 Penalty: 5147.833496
	Iteration 26Q: 3 clusters Score -3824056 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3824107.000000 Penalty: 5147.833496
	Iteration 27Q: 3 clusters Score -3824107 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3824160.000000 Penalty: 5147.833496
	Iteration 28Q: 3 clusters Score -3824160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -3824190.250000 Penalty: 5147.833496
	Iteration 29Q: 3 clusters Score -3824190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -3824222.000000 Penalty: 5147.833496
	Iteration 30Q: 3 clusters Score -3824222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -3824255.250000 Penalty: 5147.833496
	Iteration 31Q: 3 clusters Score -3824255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3824282.500000 Penalty: 5147.833496
	Iteration 32Q: 3 clusters Score -3824282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -3824301.000000 Penalty: 5147.833496
	Iteration 33Q: 3 clusters Score -3824301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -3824324.750000 Penalty: 5147.833496
	Iteration 34Q: 3 clusters Score -3824325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -3824349.000000 Penalty: 5147.833496
	Iteration 35Q: 3 clusters Score -3824349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -3824365.750000 Penalty: 5147.833496
	Iteration 36Q: 3 clusters Score -3824366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3824380.500000 Penalty: 5147.833496
	Iteration 37Q: 3 clusters Score -3824380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -3824387.500000 Penalty: 5147.833496
	Iteration 38Q: 3 clusters Score -3824388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -3824397.750000 Penalty: 5147.833496
	Iteration 39Q: 3 clusters Score -3824398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -3824402.500000 Penalty: 5147.833496
	Iteration 40F: 3 clusters Score -3824402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -3824406.500000 Penalty: 5147.833496
	Iteration 41Q: 3 clusters Score -3824406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -3824421.000000 Penalty: 5147.833496
	Iteration 42Q: 3 clusters Score -3824421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -3824425.750000 Penalty: 5147.833496
	Iteration 43Q: 3 clusters Score -3824426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -3824429.250000 Penalty: 5147.833496
	Iteration 44Q: 3 clusters Score -3824429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3824430.500000 Penalty: 5147.833496
	Iteration 45Q: 3 clusters Score -3824430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3824432.000000 Penalty: 5147.833496
	Iteration 46Q: 3 clusters Score -3824432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3824434.750000 Penalty: 5147.833496
	Iteration 47Q: 3 clusters Score -3824435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3824433.000000 Penalty: 5147.833496
	Iteration 48Q: 3 clusters Score -3824433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -3824437.000000 Penalty: 5147.833496
	Iteration 49Q: 3 clusters Score -3824437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -3824439.250000 Penalty: 5147.833496
	Iteration 50Q: 3 clusters Score -3824439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -3824442.750000 Penalty: 5147.833496
	Iteration 51Q: 3 clusters Score -3824443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -3824447.750000 Penalty: 5147.833496
	Iteration 52Q: 3 clusters Score -3824448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -3824445.750000 Penalty: 5147.833496
	Iteration 53Q: 3 clusters Score -3824446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -3824445.750000 Penalty: 5147.833496
	Iteration 54F: 3 clusters Score -3824446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Entering Unmasked Estep 
Score: -1619914.000000 Penalty: 2366.793457
	Iteration 0F: 2 clusters Score -1619914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1609772.250000 Penalty: 4733.586914
	Iteration 0F: 3 clusters Score -1609772 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1612862.125000 Penalty: 4733.586914
	Iteration 1F: 3 clusters Score -1612862 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1613357.000000 Penalty: 4733.586914
	Iteration 2F: 3 clusters Score -1613357 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1613932.750000 Penalty: 4733.586914
	Iteration 3F: 3 clusters Score -1613933 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1614669.125000 Penalty: 4733.586914
	Iteration 4F: 3 clusters Score -1614669 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1615500.125000 Penalty: 4733.586914
	Iteration 5F: 3 clusters Score -1615500 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1616395.500000 Penalty: 4733.586914
	Iteration 6F: 3 clusters Score -1616396 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1617192.625000 Penalty: 4733.586914
	Iteration 7F: 3 clusters Score -1617193 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1617908.250000 Penalty: 4733.586914
	Iteration 8F: 3 clusters Score -1617908 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1618570.250000 Penalty: 4733.586914
	Iteration 9F: 3 clusters Score -1618570 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1619229.875000 Penalty: 4733.586914
	Iteration 10F: 3 clusters Score -1619230 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1619878.500000 Penalty: 4733.586914
	Iteration 11F: 3 clusters Score -1619878 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1620398.250000 Penalty: 4733.586914
	Iteration 12Q: 3 clusters Score -1620398 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1620768.500000 Penalty: 4733.586914
	Iteration 13Q: 3 clusters Score -1620768 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1620989.250000 Penalty: 4733.586914
	Iteration 14Q: 3 clusters Score -1620989 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1621097.750000 Penalty: 4733.586914
	Iteration 15Q: 3 clusters Score -1621098 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1621146.125000 Penalty: 4733.586914
	Iteration 16Q: 3 clusters Score -1621146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1621174.125000 Penalty: 4733.586914
	Iteration 17Q: 3 clusters Score -1621174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1621181.125000 Penalty: 4733.586914
	Iteration 18Q: 3 clusters Score -1621181 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1621184.750000 Penalty: 4733.586914
	Iteration 19Q: 3 clusters Score -1621185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1621189.625000 Penalty: 4733.586914
	Iteration 20F: 3 clusters Score -1621190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1621193.000000 Penalty: 4733.586914
	Iteration 21Q: 3 clusters Score -1621193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1621194.625000 Penalty: 4733.586914
	Iteration 22Q: 3 clusters Score -1621195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1621198.250000 Penalty: 4733.586914
	Iteration 23Q: 3 clusters Score -1621198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1621199.625000 Penalty: 4733.586914
	Iteration 24Q: 3 clusters Score -1621200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1621204.750000 Penalty: 4733.586914
	Iteration 25Q: 3 clusters Score -1621205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1621204.375000 Penalty: 4733.586914
	Iteration 26Q: 3 clusters Score -1621204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1621205.875000 Penalty: 4733.586914
	Iteration 27Q: 3 clusters Score -1621206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1621208.375000 Penalty: 4733.586914
	Iteration 28Q: 3 clusters Score -1621208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1621209.500000 Penalty: 4733.586914
	Iteration 29Q: 3 clusters Score -1621210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1621210.250000 Penalty: 4733.586914
	Iteration 30Q: 3 clusters Score -1621210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1621209.625000 Penalty: 4733.586914
	Iteration 31Q: 3 clusters Score -1621210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1621210.125000 Penalty: 4733.586914
	Iteration 32Q: 3 clusters Score -1621210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1621208.250000 Penalty: 4733.586914
	Iteration 33Q: 3 clusters Score -1621208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1621206.875000 Penalty: 4733.586914
	Iteration 34Q: 3 clusters Score -1621207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1621209.250000 Penalty: 4733.586914
	Iteration 35Q: 3 clusters Score -1621209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1621211.250000 Penalty: 4733.586914
	Iteration 36Q: 3 clusters Score -1621211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1621212.750000 Penalty: 4733.586914
	Iteration 37Q: 3 clusters Score -1621213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1621212.625000 Penalty: 4733.586914
	Iteration 38Q: 3 clusters Score -1621213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1621212.625000 Penalty: 4733.586914
	Iteration 39F: 3 clusters Score -1621213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 216560 members 
Mstep: Class 2 contains 23985 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 143803 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 173806 members 
Mstep: Class 11 contains 156345 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 94703 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 15754 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 41328 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 137949 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 4445 members 
Mstep: Class 31 contains 9408 members 
Entering Unmasked Estep 
Score: -156079104.000000 Penalty: 108497.656250
Splitting cluster 7 changes total score from -156079504.000000 to -156079104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (143803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143803 members 
Entering Unmasked Estep 
Score: -17160296.000000 Penalty: 2945.297607
	Iteration 0F: 2 clusters Score -1.71603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71954 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -17064250.000000 Penalty: 5890.595215
	Iteration 0F: 3 clusters Score -1.706425e+07 nChanged 68524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 70037 members 
Entering Unmasked Estep 
Score: -17103892.000000 Penalty: 5890.595215
	Iteration 1F: 3 clusters Score -1.710389e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -17105084.000000 Penalty: 5890.595215
	Iteration 2Q: 3 clusters Score -1.710508e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76189 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -17106854.000000 Penalty: 5890.595215
	Iteration 3Q: 3 clusters Score -1.710685e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78370 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -17109204.000000 Penalty: 5890.595215
	Iteration 4Q: 3 clusters Score -1.71092e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -17113192.000000 Penalty: 5890.595215
	Iteration 5F: 3 clusters Score -1.711319e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -17118526.000000 Penalty: 5890.595215
	Iteration 6F: 3 clusters Score -1.711853e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -17125700.000000 Penalty: 5890.595215
	Iteration 7F: 3 clusters Score -1.71257e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97755 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -17133600.000000 Penalty: 5890.595215
	Iteration 8F: 3 clusters Score -1.71336e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103019 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -17141434.000000 Penalty: 5890.595215
	Iteration 9F: 3 clusters Score -1.714143e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106719 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -17147738.000000 Penalty: 5890.595215
	Iteration 10Q: 3 clusters Score -1.714774e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109176 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -17151688.000000 Penalty: 5890.595215
	Iteration 11Q: 3 clusters Score -1.715169e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110958 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -17153964.000000 Penalty: 5890.595215
	Iteration 12Q: 3 clusters Score -1.715396e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112168 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -17155358.000000 Penalty: 5890.595215
	Iteration 13Q: 3 clusters Score -1.715536e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113022 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -17156122.000000 Penalty: 5890.595215
	Iteration 14Q: 3 clusters Score -1.715612e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113599 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -17156486.000000 Penalty: 5890.595215
	Iteration 15Q: 3 clusters Score -1.715649e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114001 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -17156694.000000 Penalty: 5890.595215
	Iteration 16Q: 3 clusters Score -1.715669e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114303 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -17156798.000000 Penalty: 5890.595215
	Iteration 17Q: 3 clusters Score -1.71568e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114510 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -17156842.000000 Penalty: 5890.595215
	Iteration 18Q: 3 clusters Score -1.715684e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114680 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -17156886.000000 Penalty: 5890.595215
	Iteration 19Q: 3 clusters Score -1.715689e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114818 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -17156890.000000 Penalty: 5890.595215
	Iteration 20F: 3 clusters Score -1.715689e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -17156904.000000 Penalty: 5890.595215
	Iteration 21Q: 3 clusters Score -1.71569e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -17156956.000000 Penalty: 5890.595215
	Iteration 22Q: 3 clusters Score -1.715696e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114989 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -17156896.000000 Penalty: 5890.595215
	Iteration 23Q: 3 clusters Score -1.71569e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115044 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -17156910.000000 Penalty: 5890.595215
	Iteration 24Q: 3 clusters Score -1.715691e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115095 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -17156894.000000 Penalty: 5890.595215
	Iteration 25Q: 3 clusters Score -1.715689e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115126 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -17156856.000000 Penalty: 5890.595215
	Iteration 26Q: 3 clusters Score -1.715686e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115149 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -17156848.000000 Penalty: 5890.595215
	Iteration 27Q: 3 clusters Score -1.715685e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115178 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -17156878.000000 Penalty: 5890.595215
	Iteration 28Q: 3 clusters Score -1.715688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115198 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -17156910.000000 Penalty: 5890.595215
	Iteration 29Q: 3 clusters Score -1.715691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115210 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -17156892.000000 Penalty: 5890.595215
	Iteration 30Q: 3 clusters Score -1.715689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115222 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -17156900.000000 Penalty: 5890.595215
	Iteration 31Q: 3 clusters Score -1.71569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115237 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -17156894.000000 Penalty: 5890.595215
	Iteration 32Q: 3 clusters Score -1.715689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115246 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -17156878.000000 Penalty: 5890.595215
	Iteration 33Q: 3 clusters Score -1.715688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115255 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -17156880.000000 Penalty: 5890.595215
	Iteration 34Q: 3 clusters Score -1.715688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115261 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -17156882.000000 Penalty: 5890.595215
	Iteration 35Q: 3 clusters Score -1.715688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115265 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -17156868.000000 Penalty: 5890.595215
	Iteration 36Q: 3 clusters Score -1.715687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115269 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -17156878.000000 Penalty: 5890.595215
	Iteration 37Q: 3 clusters Score -1.715688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115276 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -17156876.000000 Penalty: 5890.595215
	Iteration 38Q: 3 clusters Score -1.715688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115281 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -17156886.000000 Penalty: 5890.595215
	Iteration 39Q: 3 clusters Score -1.715689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115285 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -17156896.000000 Penalty: 5890.595215
	Iteration 40F: 3 clusters Score -1.71569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115286 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -17156888.000000 Penalty: 5890.595215
	Iteration 41Q: 3 clusters Score -1.715689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115287 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -17156888.000000 Penalty: 5890.595215
	Iteration 42Q: 3 clusters Score -1.715689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115284 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -17156890.000000 Penalty: 5890.595215
	Iteration 43Q: 3 clusters Score -1.715689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115282 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -17156896.000000 Penalty: 5890.595215
	Iteration 44Q: 3 clusters Score -1.71569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115279 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -17156894.000000 Penalty: 5890.595215
	Iteration 45Q: 3 clusters Score -1.715689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115281 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -17156902.000000 Penalty: 5890.595215
	Iteration 46Q: 3 clusters Score -1.71569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115283 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -17156870.000000 Penalty: 5890.595215
	Iteration 47Q: 3 clusters Score -1.715687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115287 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -17156882.000000 Penalty: 5890.595215
	Iteration 48Q: 3 clusters Score -1.715688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115287 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -17156866.000000 Penalty: 5890.595215
	Iteration 49Q: 3 clusters Score -1.715687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115286 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -17156864.000000 Penalty: 5890.595215
	Iteration 50Q: 3 clusters Score -1.715686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115286 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -17156866.000000 Penalty: 5890.595215
	Iteration 51Q: 3 clusters Score -1.715687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115287 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -17156876.000000 Penalty: 5890.595215
	Iteration 52Q: 3 clusters Score -1.715688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115287 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -17156878.000000 Penalty: 5890.595215
	Iteration 53Q: 3 clusters Score -1.715688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115287 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -17156874.000000 Penalty: 5890.595215
	Iteration 54Q: 3 clusters Score -1.715687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115290 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -17156872.000000 Penalty: 5890.595215
	Iteration 55Q: 3 clusters Score -1.715687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115291 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -17156862.000000 Penalty: 5890.595215
	Iteration 56Q: 3 clusters Score -1.715686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115293 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -17156874.000000 Penalty: 5890.595215
	Iteration 57Q: 3 clusters Score -1.715687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115294 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -17156872.000000 Penalty: 5890.595215
	Iteration 58Q: 3 clusters Score -1.715687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115295 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -17156880.000000 Penalty: 5890.595215
	Iteration 59Q: 3 clusters Score -1.715688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115298 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -17156882.000000 Penalty: 5890.595215
	Iteration 60F: 3 clusters Score -1.715688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115302 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -17156892.000000 Penalty: 5890.595215
	Iteration 61Q: 3 clusters Score -1.715689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115304 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -17156898.000000 Penalty: 5890.595215
	Iteration 62Q: 3 clusters Score -1.71569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115305 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -17156904.000000 Penalty: 5890.595215
	Iteration 63Q: 3 clusters Score -1.71569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -17156910.000000 Penalty: 5890.595215
	Iteration 64Q: 3 clusters Score -1.715691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115310 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -17156906.000000 Penalty: 5890.595215
	Iteration 65Q: 3 clusters Score -1.715691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115313 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -17156902.000000 Penalty: 5890.595215
	Iteration 66Q: 3 clusters Score -1.71569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115315 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -17156894.000000 Penalty: 5890.595215
	Iteration 67Q: 3 clusters Score -1.715689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115315 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -17156892.000000 Penalty: 5890.595215
	Iteration 68Q: 3 clusters Score -1.715689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -17156898.000000 Penalty: 5890.595215
	Iteration 69Q: 3 clusters Score -1.71569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -17156898.000000 Penalty: 5890.595215
	Iteration 70F: 3 clusters Score -1.71569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Entering Unmasked Estep 
Score: -657748.062500 Penalty: 2161.253662
	Iteration 0F: 2 clusters Score -657748.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -652601.875000 Penalty: 4322.507324
	Iteration 0F: 3 clusters Score -652601.9 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -654022.562500 Penalty: 4322.507324
	Iteration 1F: 3 clusters Score -654022.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -654406.812500 Penalty: 4322.507324
	Iteration 2F: 3 clusters Score -654406.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -654646.562500 Penalty: 4322.507324
	Iteration 3F: 3 clusters Score -654646.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -654830.937500 Penalty: 4322.507324
	Iteration 4Q: 3 clusters Score -654830.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -654966.375000 Penalty: 4322.507324
	Iteration 5Q: 3 clusters Score -654966.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -655099.687500 Penalty: 4322.507324
	Iteration 6Q: 3 clusters Score -655099.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -655244.125000 Penalty: 4322.507324
	Iteration 7Q: 3 clusters Score -655244.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -655393.500000 Penalty: 4322.507324
	Iteration 8Q: 3 clusters Score -655393.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -655536.562500 Penalty: 4322.507324
	Iteration 9Q: 3 clusters Score -655536.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -655632.312500 Penalty: 4322.507324
	Iteration 10Q: 3 clusters Score -655632.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -655691.937500 Penalty: 4322.507324
	Iteration 11Q: 3 clusters Score -655691.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -655733.250000 Penalty: 4322.507324
	Iteration 12Q: 3 clusters Score -655733.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -655768.500000 Penalty: 4322.507324
	Iteration 13Q: 3 clusters Score -655768.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -655798.937500 Penalty: 4322.507324
	Iteration 14Q: 3 clusters Score -655798.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -655831.000000 Penalty: 4322.507324
	Iteration 15Q: 3 clusters Score -655831 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -655869.000000 Penalty: 4322.507324
	Iteration 16Q: 3 clusters Score -655869 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -655925.937500 Penalty: 4322.507324
	Iteration 17Q: 3 clusters Score -655925.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -655965.937500 Penalty: 4322.507324
	Iteration 18Q: 3 clusters Score -655965.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -655993.500000 Penalty: 4322.507324
	Iteration 19Q: 3 clusters Score -655993.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -656018.062500 Penalty: 4322.507324
	Iteration 20F: 3 clusters Score -656018.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -656033.750000 Penalty: 4322.507324
	Iteration 21Q: 3 clusters Score -656033.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -656045.937500 Penalty: 4322.507324
	Iteration 22Q: 3 clusters Score -656045.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -656061.437500 Penalty: 4322.507324
	Iteration 23Q: 3 clusters Score -656061.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -656070.250000 Penalty: 4322.507324
	Iteration 24Q: 3 clusters Score -656070.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -656084.562500 Penalty: 4322.507324
	Iteration 25Q: 3 clusters Score -656084.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -656094.625000 Penalty: 4322.507324
	Iteration 26Q: 3 clusters Score -656094.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -656107.562500 Penalty: 4322.507324
	Iteration 27Q: 3 clusters Score -656107.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -656118.187500 Penalty: 4322.507324
	Iteration 28Q: 3 clusters Score -656118.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -656129.437500 Penalty: 4322.507324
	Iteration 29Q: 3 clusters Score -656129.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -656144.937500 Penalty: 4322.507324
	Iteration 30Q: 3 clusters Score -656144.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -656158.687500 Penalty: 4322.507324
	Iteration 31Q: 3 clusters Score -656158.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -656170.562500 Penalty: 4322.507324
	Iteration 32Q: 3 clusters Score -656170.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -656178.875000 Penalty: 4322.507324
	Iteration 33Q: 3 clusters Score -656178.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -656191.500000 Penalty: 4322.507324
	Iteration 34Q: 3 clusters Score -656191.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -656204.312500 Penalty: 4322.507324
	Iteration 35Q: 3 clusters Score -656204.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -656216.062500 Penalty: 4322.507324
	Iteration 36Q: 3 clusters Score -656216.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -656225.312500 Penalty: 4322.507324
	Iteration 37Q: 3 clusters Score -656225.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -656244.375000 Penalty: 4322.507324
	Iteration 38Q: 3 clusters Score -656244.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -656258.812500 Penalty: 4322.507324
	Iteration 39Q: 3 clusters Score -656258.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -656273.312500 Penalty: 4322.507324
	Iteration 40F: 3 clusters Score -656273.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -656296.500000 Penalty: 4322.507324
	Iteration 41Q: 3 clusters Score -656296.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -656336.875000 Penalty: 4322.507324
	Iteration 42Q: 3 clusters Score -656336.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -656370.312500 Penalty: 4322.507324
	Iteration 43Q: 3 clusters Score -656370.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -656389.187500 Penalty: 4322.507324
	Iteration 44Q: 3 clusters Score -656389.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -656402.187500 Penalty: 4322.507324
	Iteration 45Q: 3 clusters Score -656402.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -656411.875000 Penalty: 4322.507324
	Iteration 46Q: 3 clusters Score -656411.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -656419.375000 Penalty: 4322.507324
	Iteration 47Q: 3 clusters Score -656419.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -656425.750000 Penalty: 4322.507324
	Iteration 48Q: 3 clusters Score -656425.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -656429.625000 Penalty: 4322.507324
	Iteration 49Q: 3 clusters Score -656429.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -656431.625000 Penalty: 4322.507324
	Iteration 50Q: 3 clusters Score -656431.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -656437.250000 Penalty: 4322.507324
	Iteration 51Q: 3 clusters Score -656437.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -656441.750000 Penalty: 4322.507324
	Iteration 52Q: 3 clusters Score -656441.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -656445.000000 Penalty: 4322.507324
	Iteration 53Q: 3 clusters Score -656445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -656447.187500 Penalty: 4322.507324
	Iteration 54Q: 3 clusters Score -656447.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -656447.687500 Penalty: 4322.507324
	Iteration 55Q: 3 clusters Score -656447.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -656451.500000 Penalty: 4322.507324
	Iteration 56Q: 3 clusters Score -656451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -656449.875000 Penalty: 4322.507324
	Iteration 57Q: 3 clusters Score -656449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -656453.875000 Penalty: 4322.507324
	Iteration 58Q: 3 clusters Score -656453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -656452.937500 Penalty: 4322.507324
	Iteration 59Q: 3 clusters Score -656452.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -656456.062500 Penalty: 4322.507324
	Iteration 60F: 3 clusters Score -656456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -656456.250000 Penalty: 4322.507324
	Iteration 61Q: 3 clusters Score -656456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -656458.875000 Penalty: 4322.507324
	Iteration 62Q: 3 clusters Score -656458.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -656462.250000 Penalty: 4322.507324
	Iteration 63Q: 3 clusters Score -656462.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -656467.437500 Penalty: 4322.507324
	Iteration 64Q: 3 clusters Score -656467.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -656476.062500 Penalty: 4322.507324
	Iteration 65Q: 3 clusters Score -656476.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -656488.500000 Penalty: 4322.507324
	Iteration 66Q: 3 clusters Score -656488.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -656510.375000 Penalty: 4322.507324
	Iteration 67Q: 3 clusters Score -656510.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -656539.250000 Penalty: 4322.507324
	Iteration 68Q: 3 clusters Score -656539.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -656581.437500 Penalty: 4322.507324
	Iteration 69Q: 3 clusters Score -656581.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -656630.562500 Penalty: 4322.507324
	Iteration 70Q: 3 clusters Score -656630.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -656692.625000 Penalty: 4322.507324
	Iteration 71Q: 3 clusters Score -656692.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -656757.812500 Penalty: 4322.507324
	Iteration 72Q: 3 clusters Score -656757.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -656800.000000 Penalty: 4322.507324
	Iteration 73Q: 3 clusters Score -656800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -656821.812500 Penalty: 4322.507324
	Iteration 74Q: 3 clusters Score -656821.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -656832.750000 Penalty: 4322.507324
	Iteration 75Q: 3 clusters Score -656832.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -656838.250000 Penalty: 4322.507324
	Iteration 76Q: 3 clusters Score -656838.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -656839.937500 Penalty: 4322.507324
	Iteration 77Q: 3 clusters Score -656839.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -656841.750000 Penalty: 4322.507324
	Iteration 78Q: 3 clusters Score -656841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -656843.750000 Penalty: 4322.507324
	Iteration 79Q: 3 clusters Score -656843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -656846.625000 Penalty: 4322.507324
	Iteration 80F: 3 clusters Score -656846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -656846.750000 Penalty: 4322.507324
	Iteration 81Q: 3 clusters Score -656846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -656847.437500 Penalty: 4322.507324
	Iteration 82Q: 3 clusters Score -656847.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -656850.312500 Penalty: 4322.507324
	Iteration 83Q: 3 clusters Score -656850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -656849.937500 Penalty: 4322.507324
	Iteration 84Q: 3 clusters Score -656849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -656849.437500 Penalty: 4322.507324
	Iteration 85Q: 3 clusters Score -656849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -656851.937500 Penalty: 4322.507324
	Iteration 86Q: 3 clusters Score -656851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -656851.812500 Penalty: 4322.507324
	Iteration 87Q: 3 clusters Score -656851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -656850.687500 Penalty: 4322.507324
	Iteration 88Q: 3 clusters Score -656850.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -656852.687500 Penalty: 4322.507324
	Iteration 89Q: 3 clusters Score -656852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -656853.812500 Penalty: 4322.507324
	Iteration 90Q: 3 clusters Score -656853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -656853.812500 Penalty: 4322.507324
	Iteration 91F: 3 clusters Score -656853.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173806 members 
Entering Unmasked Estep 
Score: -20795072.000000 Penalty: 2992.292236
	Iteration 0F: 2 clusters Score -2.079507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 86889 members 
Entering Unmasked Estep 
Score: -20684476.000000 Penalty: 5984.584473
	Iteration 0F: 3 clusters Score -2.068448e+07 nChanged 83545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -20733204.000000 Penalty: 5984.584473
	Iteration 1F: 3 clusters Score -2.07332e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -20734106.000000 Penalty: 5984.584473
	Iteration 2Q: 3 clusters Score -2.073411e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84382 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -20735294.000000 Penalty: 5984.584473
	Iteration 3Q: 3 clusters Score -2.073529e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -20736636.000000 Penalty: 5984.584473
	Iteration 4Q: 3 clusters Score -2.073664e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79756 members 
Mstep: Class 2 contains 94050 members 
Entering Unmasked Estep 
Score: -20738602.000000 Penalty: 5984.584473
	Iteration 5Q: 3 clusters Score -2.07386e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -20741092.000000 Penalty: 5984.584473
	Iteration 6Q: 3 clusters Score -2.074109e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 103397 members 
Entering Unmasked Estep 
Score: -20744124.000000 Penalty: 5984.584473
	Iteration 7Q: 3 clusters Score -2.074412e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 110394 members 
Entering Unmasked Estep 
Score: -20748250.000000 Penalty: 5984.584473
	Iteration 8F: 3 clusters Score -2.074825e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 119196 members 
Entering Unmasked Estep 
Score: -20753864.000000 Penalty: 5984.584473
	Iteration 9F: 3 clusters Score -2.075386e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 129691 members 
Entering Unmasked Estep 
Score: -20761376.000000 Penalty: 5984.584473
	Iteration 10F: 3 clusters Score -2.076138e+07 nChanged 11804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 141259 members 
Entering Unmasked Estep 
Score: -20770648.000000 Penalty: 5984.584473
	Iteration 11F: 3 clusters Score -2.077065e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 152462 members 
Entering Unmasked Estep 
Score: -20779924.000000 Penalty: 5984.584473
	Iteration 12F: 3 clusters Score -2.077992e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 161837 members 
Entering Unmasked Estep 
Score: -20786156.000000 Penalty: 5984.584473
	Iteration 13F: 3 clusters Score -2.078616e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 167990 members 
Entering Unmasked Estep 
Score: -20789932.000000 Penalty: 5984.584473
	Iteration 14Q: 3 clusters Score -2.078993e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 171179 members 
Entering Unmasked Estep 
Score: -20791444.000000 Penalty: 5984.584473
	Iteration 15Q: 3 clusters Score -2.079144e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 172584 members 
Entering Unmasked Estep 
Score: -20792160.000000 Penalty: 5984.584473
	Iteration 16Q: 3 clusters Score -2.079216e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 173128 members 
Entering Unmasked Estep 
Score: -20792400.000000 Penalty: 5984.584473
	Iteration 17Q: 3 clusters Score -2.07924e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 173316 members 
Entering Unmasked Estep 
Score: -20792564.000000 Penalty: 5984.584473
	Iteration 18Q: 3 clusters Score -2.079256e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 173385 members 
Entering Unmasked Estep 
Score: -20792654.000000 Penalty: 5984.584473
	Iteration 19Q: 3 clusters Score -2.079265e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 173425 members 
Entering Unmasked Estep 
Score: -20792674.000000 Penalty: 5984.584473
	Iteration 20F: 3 clusters Score -2.079267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 173438 members 
Entering Unmasked Estep 
Score: -20792676.000000 Penalty: 5984.584473
	Iteration 21Q: 3 clusters Score -2.079268e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 173450 members 
Entering Unmasked Estep 
Score: -20792686.000000 Penalty: 5984.584473
	Iteration 22Q: 3 clusters Score -2.079269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 173456 members 
Entering Unmasked Estep 
Score: -20792712.000000 Penalty: 5984.584473
	Iteration 23Q: 3 clusters Score -2.079271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 173458 members 
Entering Unmasked Estep 
Score: -20792710.000000 Penalty: 5984.584473
	Iteration 24Q: 3 clusters Score -2.079271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 173464 members 
Entering Unmasked Estep 
Score: -20792726.000000 Penalty: 5984.584473
	Iteration 25Q: 3 clusters Score -2.079273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 173471 members 
Entering Unmasked Estep 
Score: -20792744.000000 Penalty: 5984.584473
	Iteration 26Q: 3 clusters Score -2.079274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 173473 members 
Entering Unmasked Estep 
Score: -20792754.000000 Penalty: 5984.584473
	Iteration 27Q: 3 clusters Score -2.079275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 173476 members 
Entering Unmasked Estep 
Score: -20792740.000000 Penalty: 5984.584473
	Iteration 28Q: 3 clusters Score -2.079274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 173479 members 
Entering Unmasked Estep 
Score: -20792760.000000 Penalty: 5984.584473
	Iteration 29Q: 3 clusters Score -2.079276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 173480 members 
Entering Unmasked Estep 
Score: -20792758.000000 Penalty: 5984.584473
	Iteration 30Q: 3 clusters Score -2.079276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 173483 members 
Entering Unmasked Estep 
Score: -20792764.000000 Penalty: 5984.584473
	Iteration 31Q: 3 clusters Score -2.079276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 173487 members 
Entering Unmasked Estep 
Score: -20792770.000000 Penalty: 5984.584473
	Iteration 32Q: 3 clusters Score -2.079277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 173490 members 
Entering Unmasked Estep 
Score: -20792768.000000 Penalty: 5984.584473
	Iteration 33Q: 3 clusters Score -2.079277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 173496 members 
Entering Unmasked Estep 
Score: -20792774.000000 Penalty: 5984.584473
	Iteration 34Q: 3 clusters Score -2.079277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 173497 members 
Entering Unmasked Estep 
Score: -20792784.000000 Penalty: 5984.584473
	Iteration 35Q: 3 clusters Score -2.079278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 173497 members 
Entering Unmasked Estep 
Score: -20792784.000000 Penalty: 5984.584473
	Iteration 36F: 3 clusters Score -2.079278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (156345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156345 members 
Entering Unmasked Estep 
Score: -18716938.000000 Penalty: 2966.035645
	Iteration 0F: 2 clusters Score -1.871694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -18613612.000000 Penalty: 5932.071289
	Iteration 0F: 3 clusters Score -1.861361e+07 nChanged 74588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -18658014.000000 Penalty: 5932.071289
	Iteration 1F: 3 clusters Score -1.865801e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87953 members 
Mstep: Class 2 contains 68392 members 
Entering Unmasked Estep 
Score: -18660164.000000 Penalty: 5932.071289
	Iteration 2Q: 3 clusters Score -1.866016e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -18663762.000000 Penalty: 5932.071289
	Iteration 3F: 3 clusters Score -1.866376e+07 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -18669634.000000 Penalty: 5932.071289
	Iteration 4F: 3 clusters Score -1.866963e+07 nChanged 11830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113537 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -18677742.000000 Penalty: 5932.071289
	Iteration 5F: 3 clusters Score -1.867774e+07 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125634 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -18688240.000000 Penalty: 5932.071289
	Iteration 6F: 3 clusters Score -1.868824e+07 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137042 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -18698550.000000 Penalty: 5932.071289
	Iteration 7F: 3 clusters Score -1.869855e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145820 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -18706562.000000 Penalty: 5932.071289
	Iteration 8F: 3 clusters Score -1.870656e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151226 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -18710802.000000 Penalty: 5932.071289
	Iteration 9Q: 3 clusters Score -1.87108e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153969 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -18712782.000000 Penalty: 5932.071289
	Iteration 10Q: 3 clusters Score -1.871278e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155135 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -18713656.000000 Penalty: 5932.071289
	Iteration 11Q: 3 clusters Score -1.871366e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155609 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -18714080.000000 Penalty: 5932.071289
	Iteration 12Q: 3 clusters Score -1.871408e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155800 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -18714216.000000 Penalty: 5932.071289
	Iteration 13Q: 3 clusters Score -1.871422e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155878 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -18714268.000000 Penalty: 5932.071289
	Iteration 14Q: 3 clusters Score -1.871427e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155903 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -18714300.000000 Penalty: 5932.071289
	Iteration 15Q: 3 clusters Score -1.87143e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155922 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -18714326.000000 Penalty: 5932.071289
	Iteration 16Q: 3 clusters Score -1.871433e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155937 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -18714330.000000 Penalty: 5932.071289
	Iteration 17Q: 3 clusters Score -1.871433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155949 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -18714340.000000 Penalty: 5932.071289
	Iteration 18Q: 3 clusters Score -1.871434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155959 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -18714342.000000 Penalty: 5932.071289
	Iteration 19Q: 3 clusters Score -1.871434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155962 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -18714338.000000 Penalty: 5932.071289
	Iteration 20F: 3 clusters Score -1.871434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155965 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -18714372.000000 Penalty: 5932.071289
	Iteration 21Q: 3 clusters Score -1.871437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155966 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -18714362.000000 Penalty: 5932.071289
	Iteration 22Q: 3 clusters Score -1.871436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155966 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -18714358.000000 Penalty: 5932.071289
	Iteration 23Q: 3 clusters Score -1.871436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155968 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -18714366.000000 Penalty: 5932.071289
	Iteration 24Q: 3 clusters Score -1.871437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155973 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18714364.000000 Penalty: 5932.071289
	Iteration 25Q: 3 clusters Score -1.871436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -18714368.000000 Penalty: 5932.071289
	Iteration 26Q: 3 clusters Score -1.871437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155979 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -18714382.000000 Penalty: 5932.071289
	Iteration 27Q: 3 clusters Score -1.871438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155981 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18714382.000000 Penalty: 5932.071289
	Iteration 28Q: 3 clusters Score -1.871438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155982 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -18714386.000000 Penalty: 5932.071289
	Iteration 29Q: 3 clusters Score -1.871439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155982 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -18714386.000000 Penalty: 5932.071289
	Iteration 30F: 3 clusters Score -1.871439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -403413.968750 Penalty: 2022.173340
	Iteration 0F: 2 clusters Score -403414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -399857.125000 Penalty: 4044.346680
	Iteration 0F: 3 clusters Score -399857.1 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -400563.031250 Penalty: 4044.346680
	Iteration 1F: 3 clusters Score -400563 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -400703.468750 Penalty: 4044.346680
	Iteration 2F: 3 clusters Score -400703.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -400793.125000 Penalty: 4044.346680
	Iteration 3Q: 3 clusters Score -400793.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -400850.812500 Penalty: 4044.346680
	Iteration 4Q: 3 clusters Score -400850.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -400895.500000 Penalty: 4044.346680
	Iteration 5Q: 3 clusters Score -400895.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -400925.437500 Penalty: 4044.346680
	Iteration 6Q: 3 clusters Score -400925.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -400953.250000 Penalty: 4044.346680
	Iteration 7Q: 3 clusters Score -400953.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -400979.406250 Penalty: 4044.346680
	Iteration 8Q: 3 clusters Score -400979.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -400995.968750 Penalty: 4044.346680
	Iteration 9Q: 3 clusters Score -400996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -401010.375000 Penalty: 4044.346680
	Iteration 10Q: 3 clusters Score -401010.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -401023.468750 Penalty: 4044.346680
	Iteration 11Q: 3 clusters Score -401023.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -401039.500000 Penalty: 4044.346680
	Iteration 12Q: 3 clusters Score -401039.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -401056.312500 Penalty: 4044.346680
	Iteration 13Q: 3 clusters Score -401056.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -401071.343750 Penalty: 4044.346680
	Iteration 14Q: 3 clusters Score -401071.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -401080.406250 Penalty: 4044.346680
	Iteration 15Q: 3 clusters Score -401080.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -401089.906250 Penalty: 4044.346680
	Iteration 16Q: 3 clusters Score -401089.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -401101.687500 Penalty: 4044.346680
	Iteration 17Q: 3 clusters Score -401101.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -401112.687500 Penalty: 4044.346680
	Iteration 18Q: 3 clusters Score -401112.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -401127.875000 Penalty: 4044.346680
	Iteration 19Q: 3 clusters Score -401127.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -401137.750000 Penalty: 4044.346680
	Iteration 20F: 3 clusters Score -401137.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -401145.781250 Penalty: 4044.346680
	Iteration 21Q: 3 clusters Score -401145.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -401151.593750 Penalty: 4044.346680
	Iteration 22Q: 3 clusters Score -401151.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -401157.593750 Penalty: 4044.346680
	Iteration 23Q: 3 clusters Score -401157.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -401161.281250 Penalty: 4044.346680
	Iteration 24Q: 3 clusters Score -401161.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -401165.250000 Penalty: 4044.346680
	Iteration 25Q: 3 clusters Score -401165.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -401169.468750 Penalty: 4044.346680
	Iteration 26Q: 3 clusters Score -401169.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -401172.593750 Penalty: 4044.346680
	Iteration 27Q: 3 clusters Score -401172.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -401179.500000 Penalty: 4044.346680
	Iteration 28Q: 3 clusters Score -401179.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -401184.218750 Penalty: 4044.346680
	Iteration 29Q: 3 clusters Score -401184.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -401193.656250 Penalty: 4044.346680
	Iteration 30Q: 3 clusters Score -401193.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -401200.281250 Penalty: 4044.346680
	Iteration 31Q: 3 clusters Score -401200.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -401208.875000 Penalty: 4044.346680
	Iteration 32Q: 3 clusters Score -401208.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -401221.343750 Penalty: 4044.346680
	Iteration 33Q: 3 clusters Score -401221.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -401234.250000 Penalty: 4044.346680
	Iteration 34Q: 3 clusters Score -401234.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -401246.125000 Penalty: 4044.346680
	Iteration 35Q: 3 clusters Score -401246.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -401255.625000 Penalty: 4044.346680
	Iteration 36Q: 3 clusters Score -401255.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -401265.062500 Penalty: 4044.346680
	Iteration 37Q: 3 clusters Score -401265.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -401271.156250 Penalty: 4044.346680
	Iteration 38Q: 3 clusters Score -401271.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -401280.187500 Penalty: 4044.346680
	Iteration 39Q: 3 clusters Score -401280.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -401290.562500 Penalty: 4044.346680
	Iteration 40F: 3 clusters Score -401290.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -401296.312500 Penalty: 4044.346680
	Iteration 41Q: 3 clusters Score -401296.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -401301.375000 Penalty: 4044.346680
	Iteration 42Q: 3 clusters Score -401301.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -401311.031250 Penalty: 4044.346680
	Iteration 43Q: 3 clusters Score -401311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -401316.875000 Penalty: 4044.346680
	Iteration 44Q: 3 clusters Score -401316.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -401322.093750 Penalty: 4044.346680
	Iteration 45Q: 3 clusters Score -401322.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -401325.000000 Penalty: 4044.346680
	Iteration 46Q: 3 clusters Score -401325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -401327.781250 Penalty: 4044.346680
	Iteration 47Q: 3 clusters Score -401327.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -401330.625000 Penalty: 4044.346680
	Iteration 48Q: 3 clusters Score -401330.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -401335.500000 Penalty: 4044.346680
	Iteration 49Q: 3 clusters Score -401335.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -401341.218750 Penalty: 4044.346680
	Iteration 50Q: 3 clusters Score -401341.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -401343.656250 Penalty: 4044.346680
	Iteration 51Q: 3 clusters Score -401343.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -401345.406250 Penalty: 4044.346680
	Iteration 52Q: 3 clusters Score -401345.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -401347.906250 Penalty: 4044.346680
	Iteration 53Q: 3 clusters Score -401347.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -401349.968750 Penalty: 4044.346680
	Iteration 54Q: 3 clusters Score -401350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -401353.562500 Penalty: 4044.346680
	Iteration 55Q: 3 clusters Score -401353.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -401358.062500 Penalty: 4044.346680
	Iteration 56Q: 3 clusters Score -401358.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -401362.531250 Penalty: 4044.346680
	Iteration 57Q: 3 clusters Score -401362.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -401368.718750 Penalty: 4044.346680
	Iteration 58Q: 3 clusters Score -401368.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -401375.250000 Penalty: 4044.346680
	Iteration 59Q: 3 clusters Score -401375.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -401378.968750 Penalty: 4044.346680
	Iteration 60F: 3 clusters Score -401379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -401383.312500 Penalty: 4044.346680
	Iteration 61Q: 3 clusters Score -401383.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -401387.750000 Penalty: 4044.346680
	Iteration 62Q: 3 clusters Score -401387.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -401388.781250 Penalty: 4044.346680
	Iteration 63Q: 3 clusters Score -401388.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -401392.000000 Penalty: 4044.346680
	Iteration 64Q: 3 clusters Score -401392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -401395.218750 Penalty: 4044.346680
	Iteration 65Q: 3 clusters Score -401395.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -401398.937500 Penalty: 4044.346680
	Iteration 66Q: 3 clusters Score -401398.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -401400.843750 Penalty: 4044.346680
	Iteration 67Q: 3 clusters Score -401400.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -401403.656250 Penalty: 4044.346680
	Iteration 68Q: 3 clusters Score -401403.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -401406.625000 Penalty: 4044.346680
	Iteration 69Q: 3 clusters Score -401406.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -401410.406250 Penalty: 4044.346680
	Iteration 70Q: 3 clusters Score -401410.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -401414.500000 Penalty: 4044.346680
	Iteration 71Q: 3 clusters Score -401414.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -401419.968750 Penalty: 4044.346680
	Iteration 72Q: 3 clusters Score -401420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -401425.343750 Penalty: 4044.346680
	Iteration 73Q: 3 clusters Score -401425.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -401431.156250 Penalty: 4044.346680
	Iteration 74Q: 3 clusters Score -401431.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -401440.250000 Penalty: 4044.346680
	Iteration 75Q: 3 clusters Score -401440.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -401445.375000 Penalty: 4044.346680
	Iteration 76Q: 3 clusters Score -401445.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -401447.906250 Penalty: 4044.346680
	Iteration 77Q: 3 clusters Score -401447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -401449.343750 Penalty: 4044.346680
	Iteration 78Q: 3 clusters Score -401449.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -401452.312500 Penalty: 4044.346680
	Iteration 79Q: 3 clusters Score -401452.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -401455.812500 Penalty: 4044.346680
	Iteration 80F: 3 clusters Score -401455.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -401459.406250 Penalty: 4044.346680
	Iteration 81Q: 3 clusters Score -401459.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -401463.781250 Penalty: 4044.346680
	Iteration 82Q: 3 clusters Score -401463.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -401464.468750 Penalty: 4044.346680
	Iteration 83Q: 3 clusters Score -401464.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -401468.000000 Penalty: 4044.346680
	Iteration 84Q: 3 clusters Score -401468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -401471.593750 Penalty: 4044.346680
	Iteration 85Q: 3 clusters Score -401471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -401474.375000 Penalty: 4044.346680
	Iteration 86Q: 3 clusters Score -401474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -401478.812500 Penalty: 4044.346680
	Iteration 87Q: 3 clusters Score -401478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -401479.031250 Penalty: 4044.346680
	Iteration 88Q: 3 clusters Score -401479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -401482.468750 Penalty: 4044.346680
	Iteration 89Q: 3 clusters Score -401482.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -401484.968750 Penalty: 4044.346680
	Iteration 90Q: 3 clusters Score -401485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -401486.875000 Penalty: 4044.346680
	Iteration 91Q: 3 clusters Score -401486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -401487.468750 Penalty: 4044.346680
	Iteration 92Q: 3 clusters Score -401487.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -401489.218750 Penalty: 4044.346680
	Iteration 93Q: 3 clusters Score -401489.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -401493.031250 Penalty: 4044.346680
	Iteration 94Q: 3 clusters Score -401493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -401496.343750 Penalty: 4044.346680
	Iteration 95Q: 3 clusters Score -401496.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -401498.875000 Penalty: 4044.346680
	Iteration 96Q: 3 clusters Score -401498.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -401501.906250 Penalty: 4044.346680
	Iteration 97Q: 3 clusters Score -401501.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -401503.593750 Penalty: 4044.346680
	Iteration 98Q: 3 clusters Score -401503.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -401504.000000 Penalty: 4044.346680
	Iteration 99Q: 3 clusters Score -401504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -401505.125000 Penalty: 4044.346680
	Iteration 100F: 3 clusters Score -401505.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -401506.156250 Penalty: 4044.346680
	Iteration 101Q: 3 clusters Score -401506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -401506.812500 Penalty: 4044.346680
	Iteration 102Q: 3 clusters Score -401506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -401507.625000 Penalty: 4044.346680
	Iteration 103Q: 3 clusters Score -401507.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -401509.062500 Penalty: 4044.346680
	Iteration 104Q: 3 clusters Score -401509.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -401510.031250 Penalty: 4044.346680
	Iteration 105Q: 3 clusters Score -401510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -401510.031250 Penalty: 4044.346680
	Iteration 106Q: 3 clusters Score -401510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -401510.281250 Penalty: 4044.346680
	Iteration 107Q: 3 clusters Score -401510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -401511.531250 Penalty: 4044.346680
	Iteration 108Q: 3 clusters Score -401511.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -401511.531250 Penalty: 4044.346680
	Iteration 109F: 3 clusters Score -401511.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Entering Unmasked Estep 
Score: -647220.500000 Penalty: 2142.222412
	Iteration 0F: 2 clusters Score -647220.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -642308.125000 Penalty: 4284.444824
	Iteration 0F: 3 clusters Score -642308.1 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -643562.687500 Penalty: 4284.444824
	Iteration 1F: 3 clusters Score -643562.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -643837.750000 Penalty: 4284.444824
	Iteration 2F: 3 clusters Score -643837.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -644068.687500 Penalty: 4284.444824
	Iteration 3F: 3 clusters Score -644068.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -644275.687500 Penalty: 4284.444824
	Iteration 4F: 3 clusters Score -644275.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -644458.187500 Penalty: 4284.444824
	Iteration 5Q: 3 clusters Score -644458.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -644598.625000 Penalty: 4284.444824
	Iteration 6Q: 3 clusters Score -644598.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -644723.875000 Penalty: 4284.444824
	Iteration 7Q: 3 clusters Score -644723.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -644850.437500 Penalty: 4284.444824
	Iteration 8Q: 3 clusters Score -644850.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -644997.000000 Penalty: 4284.444824
	Iteration 9Q: 3 clusters Score -644997 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -645146.125000 Penalty: 4284.444824
	Iteration 10Q: 3 clusters Score -645146.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -645265.125000 Penalty: 4284.444824
	Iteration 11Q: 3 clusters Score -645265.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -645356.062500 Penalty: 4284.444824
	Iteration 12Q: 3 clusters Score -645356.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -645430.187500 Penalty: 4284.444824
	Iteration 13Q: 3 clusters Score -645430.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -645488.125000 Penalty: 4284.444824
	Iteration 14Q: 3 clusters Score -645488.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -645529.812500 Penalty: 4284.444824
	Iteration 15Q: 3 clusters Score -645529.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -645572.250000 Penalty: 4284.444824
	Iteration 16Q: 3 clusters Score -645572.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -645602.937500 Penalty: 4284.444824
	Iteration 17Q: 3 clusters Score -645602.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -645628.937500 Penalty: 4284.444824
	Iteration 18Q: 3 clusters Score -645628.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -645646.750000 Penalty: 4284.444824
	Iteration 19Q: 3 clusters Score -645646.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -645660.187500 Penalty: 4284.444824
	Iteration 20F: 3 clusters Score -645660.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -645673.812500 Penalty: 4284.444824
	Iteration 21Q: 3 clusters Score -645673.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -645681.062500 Penalty: 4284.444824
	Iteration 22Q: 3 clusters Score -645681.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -645692.750000 Penalty: 4284.444824
	Iteration 23Q: 3 clusters Score -645692.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -645696.937500 Penalty: 4284.444824
	Iteration 24Q: 3 clusters Score -645696.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -645703.312500 Penalty: 4284.444824
	Iteration 25Q: 3 clusters Score -645703.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -645708.000000 Penalty: 4284.444824
	Iteration 26Q: 3 clusters Score -645708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -645711.312500 Penalty: 4284.444824
	Iteration 27Q: 3 clusters Score -645711.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -645714.500000 Penalty: 4284.444824
	Iteration 28Q: 3 clusters Score -645714.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -645715.187500 Penalty: 4284.444824
	Iteration 29Q: 3 clusters Score -645715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -645715.250000 Penalty: 4284.444824
	Iteration 30Q: 3 clusters Score -645715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -645715.125000 Penalty: 4284.444824
	Iteration 31Q: 3 clusters Score -645715.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -645714.750000 Penalty: 4284.444824
	Iteration 32Q: 3 clusters Score -645714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -645714.687500 Penalty: 4284.444824
	Iteration 33Q: 3 clusters Score -645714.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -645714.687500 Penalty: 4284.444824
	Iteration 34F: 3 clusters Score -645714.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Entering Unmasked Estep 
Score: -4759517.000000 Penalty: 2627.915771
	Iteration 0F: 2 clusters Score -4759517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4732308.000000 Penalty: 5255.831543
	Iteration 0F: 3 clusters Score -4732308 nChanged 18378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4742217.000000 Penalty: 5255.831543
	Iteration 1F: 3 clusters Score -4742217 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4742752.500000 Penalty: 5255.831543
	Iteration 2Q: 3 clusters Score -4742752 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -4743200.000000 Penalty: 5255.831543
	Iteration 3Q: 3 clusters Score -4743200 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4743725.000000 Penalty: 5255.831543
	Iteration 4Q: 3 clusters Score -4743725 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -4744255.500000 Penalty: 5255.831543
	Iteration 5Q: 3 clusters Score -4744256 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -4744867.500000 Penalty: 5255.831543
	Iteration 6Q: 3 clusters Score -4744868 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -4745471.500000 Penalty: 5255.831543
	Iteration 7Q: 3 clusters Score -4745472 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4746252.500000 Penalty: 5255.831543
	Iteration 8Q: 3 clusters Score -4746252 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -4747025.000000 Penalty: 5255.831543
	Iteration 9Q: 3 clusters Score -4747025 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -4747854.500000 Penalty: 5255.831543
	Iteration 10Q: 3 clusters Score -4747854 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -4748672.000000 Penalty: 5255.831543
	Iteration 11Q: 3 clusters Score -4748672 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -4749485.500000 Penalty: 5255.831543
	Iteration 12Q: 3 clusters Score -4749486 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4750313.500000 Penalty: 5255.831543
	Iteration 13Q: 3 clusters Score -4750314 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -4751072.000000 Penalty: 5255.831543
	Iteration 14Q: 3 clusters Score -4751072 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -4751709.500000 Penalty: 5255.831543
	Iteration 15Q: 3 clusters Score -4751710 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -4752261.000000 Penalty: 5255.831543
	Iteration 16Q: 3 clusters Score -4752261 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -4752712.500000 Penalty: 5255.831543
	Iteration 17Q: 3 clusters Score -4752712 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4753017.500000 Penalty: 5255.831543
	Iteration 18Q: 3 clusters Score -4753018 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -4753223.500000 Penalty: 5255.831543
	Iteration 19Q: 3 clusters Score -4753224 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -4753324.500000 Penalty: 5255.831543
	Iteration 20F: 3 clusters Score -4753324 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -4753435.000000 Penalty: 5255.831543
	Iteration 21Q: 3 clusters Score -4753435 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -4753553.000000 Penalty: 5255.831543
	Iteration 22Q: 3 clusters Score -4753553 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4753628.500000 Penalty: 5255.831543
	Iteration 23Q: 3 clusters Score -4753628 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -4753712.500000 Penalty: 5255.831543
	Iteration 24Q: 3 clusters Score -4753712 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -4753754.500000 Penalty: 5255.831543
	Iteration 25Q: 3 clusters Score -4753754 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -4753818.500000 Penalty: 5255.831543
	Iteration 26Q: 3 clusters Score -4753818 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -4753872.500000 Penalty: 5255.831543
	Iteration 27Q: 3 clusters Score -4753872 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -4753907.000000 Penalty: 5255.831543
	Iteration 28Q: 3 clusters Score -4753907 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -4753973.000000 Penalty: 5255.831543
	Iteration 29Q: 3 clusters Score -4753973 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4754063.000000 Penalty: 5255.831543
	Iteration 30Q: 3 clusters Score -4754063 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -4754121.500000 Penalty: 5255.831543
	Iteration 31Q: 3 clusters Score -4754122 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4754172.500000 Penalty: 5255.831543
	Iteration 32Q: 3 clusters Score -4754172 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -4754274.500000 Penalty: 5255.831543
	Iteration 33Q: 3 clusters Score -4754274 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -4754316.000000 Penalty: 5255.831543
	Iteration 34Q: 3 clusters Score -4754316 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -4754372.000000 Penalty: 5255.831543
	Iteration 35Q: 3 clusters Score -4754372 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -4754409.500000 Penalty: 5255.831543
	Iteration 36Q: 3 clusters Score -4754410 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -4754479.500000 Penalty: 5255.831543
	Iteration 37Q: 3 clusters Score -4754480 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -4754525.500000 Penalty: 5255.831543
	Iteration 38Q: 3 clusters Score -4754526 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -4754568.000000 Penalty: 5255.831543
	Iteration 39Q: 3 clusters Score -4754568 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -4754631.500000 Penalty: 5255.831543
	Iteration 40F: 3 clusters Score -4754632 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -4754673.500000 Penalty: 5255.831543
	Iteration 41Q: 3 clusters Score -4754674 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -4754751.000000 Penalty: 5255.831543
	Iteration 42Q: 3 clusters Score -4754751 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -4754800.000000 Penalty: 5255.831543
	Iteration 43Q: 3 clusters Score -4754800 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -4754862.000000 Penalty: 5255.831543
	Iteration 44Q: 3 clusters Score -4754862 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -4754907.000000 Penalty: 5255.831543
	Iteration 45Q: 3 clusters Score -4754907 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4754963.500000 Penalty: 5255.831543
	Iteration 46Q: 3 clusters Score -4754964 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -4755028.000000 Penalty: 5255.831543
	Iteration 47Q: 3 clusters Score -4755028 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -4755070.500000 Penalty: 5255.831543
	Iteration 48Q: 3 clusters Score -4755070 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -4755129.000000 Penalty: 5255.831543
	Iteration 49Q: 3 clusters Score -4755129 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -4755192.500000 Penalty: 5255.831543
	Iteration 50Q: 3 clusters Score -4755192 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4755261.500000 Penalty: 5255.831543
	Iteration 51Q: 3 clusters Score -4755262 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -4755344.000000 Penalty: 5255.831543
	Iteration 52Q: 3 clusters Score -4755344 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -4755463.000000 Penalty: 5255.831543
	Iteration 53Q: 3 clusters Score -4755463 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -4755517.000000 Penalty: 5255.831543
	Iteration 54Q: 3 clusters Score -4755517 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -4755596.000000 Penalty: 5255.831543
	Iteration 55Q: 3 clusters Score -4755596 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4755678.500000 Penalty: 5255.831543
	Iteration 56Q: 3 clusters Score -4755678 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -4755809.000000 Penalty: 5255.831543
	Iteration 57Q: 3 clusters Score -4755809 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4755911.000000 Penalty: 5255.831543
	Iteration 58Q: 3 clusters Score -4755911 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -4756024.000000 Penalty: 5255.831543
	Iteration 59Q: 3 clusters Score -4756024 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4756143.000000 Penalty: 5255.831543
	Iteration 60F: 3 clusters Score -4756143 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -4756296.500000 Penalty: 5255.831543
	Iteration 61Q: 3 clusters Score -4756296 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -4756421.000000 Penalty: 5255.831543
	Iteration 62Q: 3 clusters Score -4756421 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -4756528.500000 Penalty: 5255.831543
	Iteration 63Q: 3 clusters Score -4756528 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -4756626.000000 Penalty: 5255.831543
	Iteration 64Q: 3 clusters Score -4756626 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4756744.000000 Penalty: 5255.831543
	Iteration 65Q: 3 clusters Score -4756744 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4756839.500000 Penalty: 5255.831543
	Iteration 66Q: 3 clusters Score -4756840 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4756929.000000 Penalty: 5255.831543
	Iteration 67Q: 3 clusters Score -4756929 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -4757010.000000 Penalty: 5255.831543
	Iteration 68Q: 3 clusters Score -4757010 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -4757110.000000 Penalty: 5255.831543
	Iteration 69Q: 3 clusters Score -4757110 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4757223.000000 Penalty: 5255.831543
	Iteration 70Q: 3 clusters Score -4757223 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -4757292.500000 Penalty: 5255.831543
	Iteration 71Q: 3 clusters Score -4757292 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -4757337.500000 Penalty: 5255.831543
	Iteration 72Q: 3 clusters Score -4757338 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -4757396.000000 Penalty: 5255.831543
	Iteration 73Q: 3 clusters Score -4757396 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -4757448.500000 Penalty: 5255.831543
	Iteration 74Q: 3 clusters Score -4757448 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -4757511.000000 Penalty: 5255.831543
	Iteration 75Q: 3 clusters Score -4757511 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -4757536.000000 Penalty: 5255.831543
	Iteration 76Q: 3 clusters Score -4757536 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4757568.500000 Penalty: 5255.831543
	Iteration 77Q: 3 clusters Score -4757568 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -4757610.000000 Penalty: 5255.831543
	Iteration 78Q: 3 clusters Score -4757610 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4757638.000000 Penalty: 5255.831543
	Iteration 79Q: 3 clusters Score -4757638 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -4757658.000000 Penalty: 5255.831543
	Iteration 80F: 3 clusters Score -4757658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -4757671.500000 Penalty: 5255.831543
	Iteration 81Q: 3 clusters Score -4757672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -4757691.500000 Penalty: 5255.831543
	Iteration 82Q: 3 clusters Score -4757692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -4757702.000000 Penalty: 5255.831543
	Iteration 83Q: 3 clusters Score -4757702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -4757726.000000 Penalty: 5255.831543
	Iteration 84Q: 3 clusters Score -4757726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -4757728.500000 Penalty: 5255.831543
	Iteration 85Q: 3 clusters Score -4757728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -4757742.000000 Penalty: 5255.831543
	Iteration 86Q: 3 clusters Score -4757742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -4757736.500000 Penalty: 5255.831543
	Iteration 87Q: 3 clusters Score -4757736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -4757746.000000 Penalty: 5255.831543
	Iteration 88Q: 3 clusters Score -4757746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -4757748.500000 Penalty: 5255.831543
	Iteration 89Q: 3 clusters Score -4757748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -4757755.000000 Penalty: 5255.831543
	Iteration 90Q: 3 clusters Score -4757755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -4757763.500000 Penalty: 5255.831543
	Iteration 91Q: 3 clusters Score -4757764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -4757776.500000 Penalty: 5255.831543
	Iteration 92Q: 3 clusters Score -4757776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -4757778.500000 Penalty: 5255.831543
	Iteration 93Q: 3 clusters Score -4757778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -4757784.000000 Penalty: 5255.831543
	Iteration 94Q: 3 clusters Score -4757784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -4757781.500000 Penalty: 5255.831543
	Iteration 95Q: 3 clusters Score -4757782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -4757786.500000 Penalty: 5255.831543
	Iteration 96Q: 3 clusters Score -4757786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -4757782.000000 Penalty: 5255.831543
	Iteration 97Q: 3 clusters Score -4757782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -4757792.500000 Penalty: 5255.831543
	Iteration 98Q: 3 clusters Score -4757792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -4757790.000000 Penalty: 5255.831543
	Iteration 99Q: 3 clusters Score -4757790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -4757796.500000 Penalty: 5255.831543
	Iteration 100F: 3 clusters Score -4757796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -4757806.000000 Penalty: 5255.831543
	Iteration 101Q: 3 clusters Score -4757806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -4757799.000000 Penalty: 5255.831543
	Iteration 102Q: 3 clusters Score -4757799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -4757796.000000 Penalty: 5255.831543
	Iteration 103Q: 3 clusters Score -4757796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -4757801.000000 Penalty: 5255.831543
	Iteration 104Q: 3 clusters Score -4757801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -4757794.500000 Penalty: 5255.831543
	Iteration 105Q: 3 clusters Score -4757794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -4757801.500000 Penalty: 5255.831543
	Iteration 106Q: 3 clusters Score -4757802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -4757813.500000 Penalty: 5255.831543
	Iteration 107Q: 3 clusters Score -4757814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -4757813.000000 Penalty: 5255.831543
	Iteration 108Q: 3 clusters Score -4757813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -4757817.500000 Penalty: 5255.831543
	Iteration 109Q: 3 clusters Score -4757818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -4757823.000000 Penalty: 5255.831543
	Iteration 110Q: 3 clusters Score -4757823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -4757819.000000 Penalty: 5255.831543
	Iteration 111Q: 3 clusters Score -4757819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -4757823.000000 Penalty: 5255.831543
	Iteration 112Q: 3 clusters Score -4757823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -4757826.500000 Penalty: 5255.831543
	Iteration 113Q: 3 clusters Score -4757826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -4757826.500000 Penalty: 5255.831543
	Iteration 114F: 3 clusters Score -4757826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94703 members 
Entering Unmasked Estep 
Score: -11302193.000000 Penalty: 2841.708252
	Iteration 0F: 2 clusters Score -1.130219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -11238848.000000 Penalty: 5683.416504
	Iteration 0F: 3 clusters Score -1.123885e+07 nChanged 44705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -11264417.000000 Penalty: 5683.416504
	Iteration 1F: 3 clusters Score -1.126442e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -11265606.000000 Penalty: 5683.416504
	Iteration 2Q: 3 clusters Score -1.126561e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 56688 members 
Entering Unmasked Estep 
Score: -11267492.000000 Penalty: 5683.416504
	Iteration 3Q: 3 clusters Score -1.126749e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -11270882.000000 Penalty: 5683.416504
	Iteration 4F: 3 clusters Score -1.127088e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -11276792.000000 Penalty: 5683.416504
	Iteration 5F: 3 clusters Score -1.127679e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -11284483.000000 Penalty: 5683.416504
	Iteration 6F: 3 clusters Score -1.128448e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -11291678.000000 Penalty: 5683.416504
	Iteration 7F: 3 clusters Score -1.129168e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -11296003.000000 Penalty: 5683.416504
	Iteration 8F: 3 clusters Score -1.1296e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 91576 members 
Entering Unmasked Estep 
Score: -11298094.000000 Penalty: 5683.416504
	Iteration 9Q: 3 clusters Score -1.129809e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 92819 members 
Entering Unmasked Estep 
Score: -11299065.000000 Penalty: 5683.416504
	Iteration 10Q: 3 clusters Score -1.129906e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -11299529.000000 Penalty: 5683.416504
	Iteration 11Q: 3 clusters Score -1.129953e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 93690 members 
Entering Unmasked Estep 
Score: -11299721.000000 Penalty: 5683.416504
	Iteration 12Q: 3 clusters Score -1.129972e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -11299860.000000 Penalty: 5683.416504
	Iteration 13Q: 3 clusters Score -1.129986e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 93918 members 
Entering Unmasked Estep 
Score: -11299933.000000 Penalty: 5683.416504
	Iteration 14Q: 3 clusters Score -1.129993e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 93967 members 
Entering Unmasked Estep 
Score: -11299965.000000 Penalty: 5683.416504
	Iteration 15Q: 3 clusters Score -1.129996e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -11300033.000000 Penalty: 5683.416504
	Iteration 16Q: 3 clusters Score -1.130003e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 94013 members 
Entering Unmasked Estep 
Score: -11300066.000000 Penalty: 5683.416504
	Iteration 17Q: 3 clusters Score -1.130007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 94028 members 
Entering Unmasked Estep 
Score: -11300073.000000 Penalty: 5683.416504
	Iteration 18Q: 3 clusters Score -1.130007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 94035 members 
Entering Unmasked Estep 
Score: -11300079.000000 Penalty: 5683.416504
	Iteration 19Q: 3 clusters Score -1.130008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 94041 members 
Entering Unmasked Estep 
Score: -11300103.000000 Penalty: 5683.416504
	Iteration 20F: 3 clusters Score -1.13001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 94045 members 
Entering Unmasked Estep 
Score: -11300092.000000 Penalty: 5683.416504
	Iteration 21Q: 3 clusters Score -1.130009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 94047 members 
Entering Unmasked Estep 
Score: -11300102.000000 Penalty: 5683.416504
	Iteration 22Q: 3 clusters Score -1.13001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 94054 members 
Entering Unmasked Estep 
Score: -11300097.000000 Penalty: 5683.416504
	Iteration 23Q: 3 clusters Score -1.13001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 94059 members 
Entering Unmasked Estep 
Score: -11300105.000000 Penalty: 5683.416504
	Iteration 24Q: 3 clusters Score -1.13001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 94064 members 
Entering Unmasked Estep 
Score: -11300100.000000 Penalty: 5683.416504
	Iteration 25Q: 3 clusters Score -1.13001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -11300109.000000 Penalty: 5683.416504
	Iteration 26Q: 3 clusters Score -1.130011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -11300118.000000 Penalty: 5683.416504
	Iteration 27Q: 3 clusters Score -1.130012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 94077 members 
Entering Unmasked Estep 
Score: -11300125.000000 Penalty: 5683.416504
	Iteration 28Q: 3 clusters Score -1.130012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 94077 members 
Entering Unmasked Estep 
Score: -11300123.000000 Penalty: 5683.416504
	Iteration 29Q: 3 clusters Score -1.130012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 94079 members 
Entering Unmasked Estep 
Score: -11300124.000000 Penalty: 5683.416504
	Iteration 30Q: 3 clusters Score -1.130012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 94079 members 
Entering Unmasked Estep 
Score: -11300124.000000 Penalty: 5683.416504
	Iteration 31F: 3 clusters Score -1.130012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Entering Unmasked Estep 
Score: -547305.562500 Penalty: 2111.717773
	Iteration 0F: 2 clusters Score -547305.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -542879.687500 Penalty: 4223.435547
	Iteration 0F: 3 clusters Score -542879.7 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -544108.437500 Penalty: 4223.435547
	Iteration 1F: 3 clusters Score -544108.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -544415.250000 Penalty: 4223.435547
	Iteration 2F: 3 clusters Score -544415.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -544618.625000 Penalty: 4223.435547
	Iteration 3F: 3 clusters Score -544618.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -544776.750000 Penalty: 4223.435547
	Iteration 4Q: 3 clusters Score -544776.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -544900.375000 Penalty: 4223.435547
	Iteration 5Q: 3 clusters Score -544900.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -544974.000000 Penalty: 4223.435547
	Iteration 6Q: 3 clusters Score -544974 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -545044.000000 Penalty: 4223.435547
	Iteration 7Q: 3 clusters Score -545044 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -545113.875000 Penalty: 4223.435547
	Iteration 8Q: 3 clusters Score -545113.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -545178.000000 Penalty: 4223.435547
	Iteration 9Q: 3 clusters Score -545178 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -545259.750000 Penalty: 4223.435547
	Iteration 10Q: 3 clusters Score -545259.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -545342.375000 Penalty: 4223.435547
	Iteration 11Q: 3 clusters Score -545342.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -545438.875000 Penalty: 4223.435547
	Iteration 12Q: 3 clusters Score -545438.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -545517.125000 Penalty: 4223.435547
	Iteration 13Q: 3 clusters Score -545517.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -545589.687500 Penalty: 4223.435547
	Iteration 14Q: 3 clusters Score -545589.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -545657.187500 Penalty: 4223.435547
	Iteration 15Q: 3 clusters Score -545657.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -545700.375000 Penalty: 4223.435547
	Iteration 16Q: 3 clusters Score -545700.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -545738.250000 Penalty: 4223.435547
	Iteration 17Q: 3 clusters Score -545738.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -545768.125000 Penalty: 4223.435547
	Iteration 18Q: 3 clusters Score -545768.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -545796.812500 Penalty: 4223.435547
	Iteration 19Q: 3 clusters Score -545796.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -545817.062500 Penalty: 4223.435547
	Iteration 20F: 3 clusters Score -545817.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -545837.312500 Penalty: 4223.435547
	Iteration 21Q: 3 clusters Score -545837.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -545848.000000 Penalty: 4223.435547
	Iteration 22Q: 3 clusters Score -545848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -545857.500000 Penalty: 4223.435547
	Iteration 23Q: 3 clusters Score -545857.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -545870.250000 Penalty: 4223.435547
	Iteration 24Q: 3 clusters Score -545870.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -545878.125000 Penalty: 4223.435547
	Iteration 25Q: 3 clusters Score -545878.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -545886.437500 Penalty: 4223.435547
	Iteration 26Q: 3 clusters Score -545886.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -545893.562500 Penalty: 4223.435547
	Iteration 27Q: 3 clusters Score -545893.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -545897.187500 Penalty: 4223.435547
	Iteration 28Q: 3 clusters Score -545897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -545900.750000 Penalty: 4223.435547
	Iteration 29Q: 3 clusters Score -545900.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -545903.437500 Penalty: 4223.435547
	Iteration 30Q: 3 clusters Score -545903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -545904.750000 Penalty: 4223.435547
	Iteration 31Q: 3 clusters Score -545904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -545906.500000 Penalty: 4223.435547
	Iteration 32Q: 3 clusters Score -545906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -545906.562500 Penalty: 4223.435547
	Iteration 33Q: 3 clusters Score -545906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -545907.812500 Penalty: 4223.435547
	Iteration 34Q: 3 clusters Score -545907.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -545908.687500 Penalty: 4223.435547
	Iteration 35Q: 3 clusters Score -545908.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -545908.687500 Penalty: 4223.435547
	Iteration 36F: 3 clusters Score -545908.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Entering Unmasked Estep 
Score: -5251602.500000 Penalty: 2652.474365
	Iteration 0F: 2 clusters Score -5251602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -5221876.500000 Penalty: 5304.948730
	Iteration 0F: 3 clusters Score -5221876 nChanged 20293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -5233021.500000 Penalty: 5304.948730
	Iteration 1F: 3 clusters Score -5233022 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -5233498.500000 Penalty: 5304.948730
	Iteration 2Q: 3 clusters Score -5233498 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -5233894.500000 Penalty: 5304.948730
	Iteration 3Q: 3 clusters Score -5233894 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -5234260.500000 Penalty: 5304.948730
	Iteration 4Q: 3 clusters Score -5234260 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -5234567.500000 Penalty: 5304.948730
	Iteration 5Q: 3 clusters Score -5234568 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -5234861.000000 Penalty: 5304.948730
	Iteration 6Q: 3 clusters Score -5234861 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -5235158.000000 Penalty: 5304.948730
	Iteration 7Q: 3 clusters Score -5235158 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -5235502.500000 Penalty: 5304.948730
	Iteration 8Q: 3 clusters Score -5235502 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -5235897.500000 Penalty: 5304.948730
	Iteration 9Q: 3 clusters Score -5235898 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -5236386.500000 Penalty: 5304.948730
	Iteration 10Q: 3 clusters Score -5236386 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -5237195.000000 Penalty: 5304.948730
	Iteration 11Q: 3 clusters Score -5237195 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -5238315.500000 Penalty: 5304.948730
	Iteration 12Q: 3 clusters Score -5238316 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -5239817.000000 Penalty: 5304.948730
	Iteration 13F: 3 clusters Score -5239817 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -5241452.500000 Penalty: 5304.948730
	Iteration 14F: 3 clusters Score -5241452 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -5242914.000000 Penalty: 5304.948730
	Iteration 15Q: 3 clusters Score -5242914 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -5244013.000000 Penalty: 5304.948730
	Iteration 16Q: 3 clusters Score -5244013 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -5244814.500000 Penalty: 5304.948730
	Iteration 17Q: 3 clusters Score -5244814 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -5245452.000000 Penalty: 5304.948730
	Iteration 18Q: 3 clusters Score -5245452 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -5245963.500000 Penalty: 5304.948730
	Iteration 19Q: 3 clusters Score -5245964 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -5246418.000000 Penalty: 5304.948730
	Iteration 20F: 3 clusters Score -5246418 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -5246765.000000 Penalty: 5304.948730
	Iteration 21Q: 3 clusters Score -5246765 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -5247097.500000 Penalty: 5304.948730
	Iteration 22Q: 3 clusters Score -5247098 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -5247416.500000 Penalty: 5304.948730
	Iteration 23Q: 3 clusters Score -5247416 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -5247693.000000 Penalty: 5304.948730
	Iteration 24Q: 3 clusters Score -5247693 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -5247940.500000 Penalty: 5304.948730
	Iteration 25Q: 3 clusters Score -5247940 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -5248137.500000 Penalty: 5304.948730
	Iteration 26Q: 3 clusters Score -5248138 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -5248306.000000 Penalty: 5304.948730
	Iteration 27Q: 3 clusters Score -5248306 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -5248430.000000 Penalty: 5304.948730
	Iteration 28Q: 3 clusters Score -5248430 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -5248547.000000 Penalty: 5304.948730
	Iteration 29Q: 3 clusters Score -5248547 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -5248657.500000 Penalty: 5304.948730
	Iteration 30Q: 3 clusters Score -5248658 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -5248740.000000 Penalty: 5304.948730
	Iteration 31Q: 3 clusters Score -5248740 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -5248797.500000 Penalty: 5304.948730
	Iteration 32Q: 3 clusters Score -5248798 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -5248853.000000 Penalty: 5304.948730
	Iteration 33Q: 3 clusters Score -5248853 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -5248889.500000 Penalty: 5304.948730
	Iteration 34Q: 3 clusters Score -5248890 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -5248913.000000 Penalty: 5304.948730
	Iteration 35Q: 3 clusters Score -5248913 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -5248948.000000 Penalty: 5304.948730
	Iteration 36Q: 3 clusters Score -5248948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -5248972.000000 Penalty: 5304.948730
	Iteration 37Q: 3 clusters Score -5248972 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -5248971.000000 Penalty: 5304.948730
	Iteration 38Q: 3 clusters Score -5248971 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5248987.500000 Penalty: 5304.948730
	Iteration 39Q: 3 clusters Score -5248988 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -5249008.000000 Penalty: 5304.948730
	Iteration 40F: 3 clusters Score -5249008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -5249023.500000 Penalty: 5304.948730
	Iteration 41Q: 3 clusters Score -5249024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -5249044.000000 Penalty: 5304.948730
	Iteration 42Q: 3 clusters Score -5249044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -5249053.500000 Penalty: 5304.948730
	Iteration 43Q: 3 clusters Score -5249054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -5249051.500000 Penalty: 5304.948730
	Iteration 44Q: 3 clusters Score -5249052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -5249063.500000 Penalty: 5304.948730
	Iteration 45Q: 3 clusters Score -5249064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -5249084.500000 Penalty: 5304.948730
	Iteration 46Q: 3 clusters Score -5249084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -5249086.000000 Penalty: 5304.948730
	Iteration 47Q: 3 clusters Score -5249086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -5249092.500000 Penalty: 5304.948730
	Iteration 48Q: 3 clusters Score -5249092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -5249109.500000 Penalty: 5304.948730
	Iteration 49Q: 3 clusters Score -5249110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -5249122.500000 Penalty: 5304.948730
	Iteration 50Q: 3 clusters Score -5249122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -5249127.000000 Penalty: 5304.948730
	Iteration 51Q: 3 clusters Score -5249127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -5249126.500000 Penalty: 5304.948730
	Iteration 52Q: 3 clusters Score -5249126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -5249133.500000 Penalty: 5304.948730
	Iteration 53Q: 3 clusters Score -5249134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -5249144.000000 Penalty: 5304.948730
	Iteration 54Q: 3 clusters Score -5249144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -5249146.000000 Penalty: 5304.948730
	Iteration 55Q: 3 clusters Score -5249146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -5249150.500000 Penalty: 5304.948730
	Iteration 56Q: 3 clusters Score -5249150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -5249155.000000 Penalty: 5304.948730
	Iteration 57Q: 3 clusters Score -5249155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -5249164.500000 Penalty: 5304.948730
	Iteration 58Q: 3 clusters Score -5249164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -5249174.500000 Penalty: 5304.948730
	Iteration 59Q: 3 clusters Score -5249174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -5249179.000000 Penalty: 5304.948730
	Iteration 60F: 3 clusters Score -5249179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -5249205.000000 Penalty: 5304.948730
	Iteration 61Q: 3 clusters Score -5249205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -5249217.500000 Penalty: 5304.948730
	Iteration 62Q: 3 clusters Score -5249218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -5249220.000000 Penalty: 5304.948730
	Iteration 63Q: 3 clusters Score -5249220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -5249219.000000 Penalty: 5304.948730
	Iteration 64Q: 3 clusters Score -5249219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -5249227.500000 Penalty: 5304.948730
	Iteration 65Q: 3 clusters Score -5249228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -5249231.000000 Penalty: 5304.948730
	Iteration 66Q: 3 clusters Score -5249231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -5249226.000000 Penalty: 5304.948730
	Iteration 67Q: 3 clusters Score -5249226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -5249230.500000 Penalty: 5304.948730
	Iteration 68Q: 3 clusters Score -5249230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -5249237.500000 Penalty: 5304.948730
	Iteration 69Q: 3 clusters Score -5249238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -5249238.000000 Penalty: 5304.948730
	Iteration 70Q: 3 clusters Score -5249238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -5249244.500000 Penalty: 5304.948730
	Iteration 71Q: 3 clusters Score -5249244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -5249243.000000 Penalty: 5304.948730
	Iteration 72Q: 3 clusters Score -5249243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -5249249.500000 Penalty: 5304.948730
	Iteration 73Q: 3 clusters Score -5249250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -5249249.000000 Penalty: 5304.948730
	Iteration 74Q: 3 clusters Score -5249249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -5249252.500000 Penalty: 5304.948730
	Iteration 75Q: 3 clusters Score -5249252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -5249256.000000 Penalty: 5304.948730
	Iteration 76Q: 3 clusters Score -5249256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -5249256.000000 Penalty: 5304.948730
	Iteration 77Q: 3 clusters Score -5249256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -5249252.000000 Penalty: 5304.948730
	Iteration 78Q: 3 clusters Score -5249252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -5249252.500000 Penalty: 5304.948730
	Iteration 79Q: 3 clusters Score -5249252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -5249255.500000 Penalty: 5304.948730
	Iteration 80F: 3 clusters Score -5249256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -5249256.500000 Penalty: 5304.948730
	Iteration 81Q: 3 clusters Score -5249256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -5249258.000000 Penalty: 5304.948730
	Iteration 82Q: 3 clusters Score -5249258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -5249257.000000 Penalty: 5304.948730
	Iteration 83Q: 3 clusters Score -5249257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5249252.500000 Penalty: 5304.948730
	Iteration 84Q: 3 clusters Score -5249252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5249252.500000 Penalty: 5304.948730
	Iteration 85F: 3 clusters Score -5249252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Entering Unmasked Estep 
Score: -4562153.000000 Penalty: 2615.342529
	Iteration 0F: 2 clusters Score -4562153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4536450.500000 Penalty: 5230.685059
	Iteration 0F: 3 clusters Score -4536450 nChanged 17234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -4545900.000000 Penalty: 5230.685059
	Iteration 1F: 3 clusters Score -4545900 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4546384.000000 Penalty: 5230.685059
	Iteration 2Q: 3 clusters Score -4546384 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4546826.000000 Penalty: 5230.685059
	Iteration 3Q: 3 clusters Score -4546826 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -4547290.000000 Penalty: 5230.685059
	Iteration 4Q: 3 clusters Score -4547290 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4547813.000000 Penalty: 5230.685059
	Iteration 5Q: 3 clusters Score -4547813 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -4548523.000000 Penalty: 5230.685059
	Iteration 6Q: 3 clusters Score -4548523 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -4549617.500000 Penalty: 5230.685059
	Iteration 7F: 3 clusters Score -4549618 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -4551328.500000 Penalty: 5230.685059
	Iteration 8F: 3 clusters Score -4551328 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -4553433.500000 Penalty: 5230.685059
	Iteration 9F: 3 clusters Score -4553434 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -4555619.000000 Penalty: 5230.685059
	Iteration 10F: 3 clusters Score -4555619 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -4557352.500000 Penalty: 5230.685059
	Iteration 11Q: 3 clusters Score -4557352 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -4558456.000000 Penalty: 5230.685059
	Iteration 12Q: 3 clusters Score -4558456 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -4559069.000000 Penalty: 5230.685059
	Iteration 13Q: 3 clusters Score -4559069 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4559359.500000 Penalty: 5230.685059
	Iteration 14Q: 3 clusters Score -4559360 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -4559523.000000 Penalty: 5230.685059
	Iteration 15Q: 3 clusters Score -4559523 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -4559663.000000 Penalty: 5230.685059
	Iteration 16Q: 3 clusters Score -4559663 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -4559800.000000 Penalty: 5230.685059
	Iteration 17Q: 3 clusters Score -4559800 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -4559897.000000 Penalty: 5230.685059
	Iteration 18Q: 3 clusters Score -4559897 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -4559969.500000 Penalty: 5230.685059
	Iteration 19Q: 3 clusters Score -4559970 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -4560017.500000 Penalty: 5230.685059
	Iteration 20F: 3 clusters Score -4560018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4560032.500000 Penalty: 5230.685059
	Iteration 21Q: 3 clusters Score -4560032 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -4560048.000000 Penalty: 5230.685059
	Iteration 22Q: 3 clusters Score -4560048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -4560073.000000 Penalty: 5230.685059
	Iteration 23Q: 3 clusters Score -4560073 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -4560088.500000 Penalty: 5230.685059
	Iteration 24Q: 3 clusters Score -4560088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -4560095.500000 Penalty: 5230.685059
	Iteration 25Q: 3 clusters Score -4560096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -4560123.000000 Penalty: 5230.685059
	Iteration 26Q: 3 clusters Score -4560123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -4560134.000000 Penalty: 5230.685059
	Iteration 27Q: 3 clusters Score -4560134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -4560134.000000 Penalty: 5230.685059
	Iteration 28Q: 3 clusters Score -4560134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -4560140.500000 Penalty: 5230.685059
	Iteration 29Q: 3 clusters Score -4560140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -4560149.000000 Penalty: 5230.685059
	Iteration 30Q: 3 clusters Score -4560149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -4560156.000000 Penalty: 5230.685059
	Iteration 31Q: 3 clusters Score -4560156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -4560159.000000 Penalty: 5230.685059
	Iteration 32Q: 3 clusters Score -4560159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -4560148.500000 Penalty: 5230.685059
	Iteration 33Q: 3 clusters Score -4560148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -4560163.500000 Penalty: 5230.685059
	Iteration 34Q: 3 clusters Score -4560164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4560158.500000 Penalty: 5230.685059
	Iteration 35Q: 3 clusters Score -4560158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -4560170.000000 Penalty: 5230.685059
	Iteration 36Q: 3 clusters Score -4560170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -4560168.000000 Penalty: 5230.685059
	Iteration 37Q: 3 clusters Score -4560168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -4560171.500000 Penalty: 5230.685059
	Iteration 38Q: 3 clusters Score -4560172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -4560176.000000 Penalty: 5230.685059
	Iteration 39Q: 3 clusters Score -4560176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -4560179.500000 Penalty: 5230.685059
	Iteration 40F: 3 clusters Score -4560180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -4560185.500000 Penalty: 5230.685059
	Iteration 41Q: 3 clusters Score -4560186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -4560183.500000 Penalty: 5230.685059
	Iteration 42Q: 3 clusters Score -4560184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -4560181.500000 Penalty: 5230.685059
	Iteration 43Q: 3 clusters Score -4560182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -4560188.500000 Penalty: 5230.685059
	Iteration 44Q: 3 clusters Score -4560188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -4560192.000000 Penalty: 5230.685059
	Iteration 45Q: 3 clusters Score -4560192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -4560189.000000 Penalty: 5230.685059
	Iteration 46Q: 3 clusters Score -4560189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -4560189.000000 Penalty: 5230.685059
	Iteration 47F: 3 clusters Score -4560189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Entering Unmasked Estep 
Score: -752496.062500 Penalty: 2189.175537
	Iteration 0F: 2 clusters Score -752496.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -746841.687500 Penalty: 4378.351074
	Iteration 0F: 3 clusters Score -746841.7 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -748343.062500 Penalty: 4378.351074
	Iteration 1F: 3 clusters Score -748343.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -748668.625000 Penalty: 4378.351074
	Iteration 2F: 3 clusters Score -748668.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -748896.687500 Penalty: 4378.351074
	Iteration 3F: 3 clusters Score -748896.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -749069.500000 Penalty: 4378.351074
	Iteration 4Q: 3 clusters Score -749069.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -749217.500000 Penalty: 4378.351074
	Iteration 5Q: 3 clusters Score -749217.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -749345.062500 Penalty: 4378.351074
	Iteration 6Q: 3 clusters Score -749345.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -749470.687500 Penalty: 4378.351074
	Iteration 7Q: 3 clusters Score -749470.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -749593.375000 Penalty: 4378.351074
	Iteration 8Q: 3 clusters Score -749593.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -749718.187500 Penalty: 4378.351074
	Iteration 9Q: 3 clusters Score -749718.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -749863.687500 Penalty: 4378.351074
	Iteration 10Q: 3 clusters Score -749863.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -750023.687500 Penalty: 4378.351074
	Iteration 11Q: 3 clusters Score -750023.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -750157.437500 Penalty: 4378.351074
	Iteration 12Q: 3 clusters Score -750157.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -750284.437500 Penalty: 4378.351074
	Iteration 13Q: 3 clusters Score -750284.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -750400.312500 Penalty: 4378.351074
	Iteration 14Q: 3 clusters Score -750400.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -750508.000000 Penalty: 4378.351074
	Iteration 15Q: 3 clusters Score -750508 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -750604.562500 Penalty: 4378.351074
	Iteration 16Q: 3 clusters Score -750604.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -750677.125000 Penalty: 4378.351074
	Iteration 17Q: 3 clusters Score -750677.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -750738.062500 Penalty: 4378.351074
	Iteration 18Q: 3 clusters Score -750738.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -750774.500000 Penalty: 4378.351074
	Iteration 19Q: 3 clusters Score -750774.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -750802.062500 Penalty: 4378.351074
	Iteration 20F: 3 clusters Score -750802.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -750820.437500 Penalty: 4378.351074
	Iteration 21Q: 3 clusters Score -750820.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -750843.000000 Penalty: 4378.351074
	Iteration 22Q: 3 clusters Score -750843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -750871.250000 Penalty: 4378.351074
	Iteration 23Q: 3 clusters Score -750871.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -750891.250000 Penalty: 4378.351074
	Iteration 24Q: 3 clusters Score -750891.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -750909.500000 Penalty: 4378.351074
	Iteration 25Q: 3 clusters Score -750909.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -750929.437500 Penalty: 4378.351074
	Iteration 26Q: 3 clusters Score -750929.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -750941.187500 Penalty: 4378.351074
	Iteration 27Q: 3 clusters Score -750941.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -750952.000000 Penalty: 4378.351074
	Iteration 28Q: 3 clusters Score -750952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -750963.500000 Penalty: 4378.351074
	Iteration 29Q: 3 clusters Score -750963.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -750976.875000 Penalty: 4378.351074
	Iteration 30Q: 3 clusters Score -750976.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -750981.437500 Penalty: 4378.351074
	Iteration 31Q: 3 clusters Score -750981.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -750983.875000 Penalty: 4378.351074
	Iteration 32Q: 3 clusters Score -750983.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -750983.812500 Penalty: 4378.351074
	Iteration 33Q: 3 clusters Score -750983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -750985.000000 Penalty: 4378.351074
	Iteration 34Q: 3 clusters Score -750985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -750988.937500 Penalty: 4378.351074
	Iteration 35Q: 3 clusters Score -750988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -750988.812500 Penalty: 4378.351074
	Iteration 36Q: 3 clusters Score -750988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -750990.562500 Penalty: 4378.351074
	Iteration 37Q: 3 clusters Score -750990.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -750990.562500 Penalty: 4378.351074
	Iteration 38F: 3 clusters Score -750990.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Entering Unmasked Estep 
Score: -1872487.375000 Penalty: 2396.882568
	Iteration 0F: 2 clusters Score -1872487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1861265.000000 Penalty: 4793.765137
	Iteration 0F: 3 clusters Score -1861265 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1864792.375000 Penalty: 4793.765137
	Iteration 1F: 3 clusters Score -1864792 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1865183.250000 Penalty: 4793.765137
	Iteration 2F: 3 clusters Score -1865183 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1865496.875000 Penalty: 4793.765137
	Iteration 3Q: 3 clusters Score -1865497 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1865783.000000 Penalty: 4793.765137
	Iteration 4Q: 3 clusters Score -1865783 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1866035.875000 Penalty: 4793.765137
	Iteration 5Q: 3 clusters Score -1866036 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1866286.875000 Penalty: 4793.765137
	Iteration 6Q: 3 clusters Score -1866287 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1866577.000000 Penalty: 4793.765137
	Iteration 7Q: 3 clusters Score -1866577 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1866925.625000 Penalty: 4793.765137
	Iteration 8Q: 3 clusters Score -1866926 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1867325.250000 Penalty: 4793.765137
	Iteration 9Q: 3 clusters Score -1867325 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1867761.625000 Penalty: 4793.765137
	Iteration 10Q: 3 clusters Score -1867762 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1868180.000000 Penalty: 4793.765137
	Iteration 11Q: 3 clusters Score -1868180 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1868611.875000 Penalty: 4793.765137
	Iteration 12Q: 3 clusters Score -1868612 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1869003.250000 Penalty: 4793.765137
	Iteration 13Q: 3 clusters Score -1869003 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1869332.125000 Penalty: 4793.765137
	Iteration 14Q: 3 clusters Score -1869332 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1869585.500000 Penalty: 4793.765137
	Iteration 15Q: 3 clusters Score -1869586 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1869808.250000 Penalty: 4793.765137
	Iteration 16Q: 3 clusters Score -1869808 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1870005.875000 Penalty: 4793.765137
	Iteration 17Q: 3 clusters Score -1870006 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1870159.500000 Penalty: 4793.765137
	Iteration 18Q: 3 clusters Score -1870160 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1870248.500000 Penalty: 4793.765137
	Iteration 19Q: 3 clusters Score -1870248 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1870302.875000 Penalty: 4793.765137
	Iteration 20F: 3 clusters Score -1870303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1870330.875000 Penalty: 4793.765137
	Iteration 21Q: 3 clusters Score -1870331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1870355.625000 Penalty: 4793.765137
	Iteration 22Q: 3 clusters Score -1870356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1870380.000000 Penalty: 4793.765137
	Iteration 23Q: 3 clusters Score -1870380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1870397.125000 Penalty: 4793.765137
	Iteration 24Q: 3 clusters Score -1870397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1870417.500000 Penalty: 4793.765137
	Iteration 25Q: 3 clusters Score -1870418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1870434.125000 Penalty: 4793.765137
	Iteration 26Q: 3 clusters Score -1870434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1870442.375000 Penalty: 4793.765137
	Iteration 27Q: 3 clusters Score -1870442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1870448.000000 Penalty: 4793.765137
	Iteration 28Q: 3 clusters Score -1870448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1870450.500000 Penalty: 4793.765137
	Iteration 29Q: 3 clusters Score -1870450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1870451.625000 Penalty: 4793.765137
	Iteration 30Q: 3 clusters Score -1870452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1870455.500000 Penalty: 4793.765137
	Iteration 31Q: 3 clusters Score -1870456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1870459.625000 Penalty: 4793.765137
	Iteration 32Q: 3 clusters Score -1870460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1870461.625000 Penalty: 4793.765137
	Iteration 33Q: 3 clusters Score -1870462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1870463.250000 Penalty: 4793.765137
	Iteration 34Q: 3 clusters Score -1870463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1870463.250000 Penalty: 4793.765137
	Iteration 35F: 3 clusters Score -1870463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Entering Unmasked Estep 
Score: -1015681.937500 Penalty: 2244.238770
	Iteration 0F: 2 clusters Score -1015682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1009041.125000 Penalty: 4488.477539
	Iteration 0F: 3 clusters Score -1009041 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1011016.250000 Penalty: 4488.477539
	Iteration 1F: 3 clusters Score -1011016 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1011368.937500 Penalty: 4488.477539
	Iteration 2F: 3 clusters Score -1011369 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1011636.875000 Penalty: 4488.477539
	Iteration 3F: 3 clusters Score -1011637 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1011881.000000 Penalty: 4488.477539
	Iteration 4F: 3 clusters Score -1011881 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1012103.937500 Penalty: 4488.477539
	Iteration 5Q: 3 clusters Score -1012104 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1012303.625000 Penalty: 4488.477539
	Iteration 6Q: 3 clusters Score -1012304 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1012523.125000 Penalty: 4488.477539
	Iteration 7Q: 3 clusters Score -1012523 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1012721.312500 Penalty: 4488.477539
	Iteration 8Q: 3 clusters Score -1012721 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1012903.750000 Penalty: 4488.477539
	Iteration 9Q: 3 clusters Score -1012904 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1013090.437500 Penalty: 4488.477539
	Iteration 10Q: 3 clusters Score -1013090 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1013243.375000 Penalty: 4488.477539
	Iteration 11Q: 3 clusters Score -1013243 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1013350.062500 Penalty: 4488.477539
	Iteration 12Q: 3 clusters Score -1013350 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1013432.750000 Penalty: 4488.477539
	Iteration 13Q: 3 clusters Score -1013433 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1013499.500000 Penalty: 4488.477539
	Iteration 14Q: 3 clusters Score -1013500 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1013571.062500 Penalty: 4488.477539
	Iteration 15Q: 3 clusters Score -1013571 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1013625.437500 Penalty: 4488.477539
	Iteration 16Q: 3 clusters Score -1013625 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1013667.687500 Penalty: 4488.477539
	Iteration 17Q: 3 clusters Score -1013668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1013702.687500 Penalty: 4488.477539
	Iteration 18Q: 3 clusters Score -1013703 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1013734.625000 Penalty: 4488.477539
	Iteration 19Q: 3 clusters Score -1013735 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1013763.437500 Penalty: 4488.477539
	Iteration 20F: 3 clusters Score -1013763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1013790.875000 Penalty: 4488.477539
	Iteration 21Q: 3 clusters Score -1013791 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1013824.375000 Penalty: 4488.477539
	Iteration 22Q: 3 clusters Score -1013824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1013855.812500 Penalty: 4488.477539
	Iteration 23Q: 3 clusters Score -1013856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1013888.687500 Penalty: 4488.477539
	Iteration 24Q: 3 clusters Score -1013889 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1013915.562500 Penalty: 4488.477539
	Iteration 25Q: 3 clusters Score -1013916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1013929.937500 Penalty: 4488.477539
	Iteration 26Q: 3 clusters Score -1013930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1013943.500000 Penalty: 4488.477539
	Iteration 27Q: 3 clusters Score -1013944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1013955.000000 Penalty: 4488.477539
	Iteration 28Q: 3 clusters Score -1013955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1013960.312500 Penalty: 4488.477539
	Iteration 29Q: 3 clusters Score -1013960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1013968.812500 Penalty: 4488.477539
	Iteration 30Q: 3 clusters Score -1013969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1013973.937500 Penalty: 4488.477539
	Iteration 31Q: 3 clusters Score -1013974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1013983.562500 Penalty: 4488.477539
	Iteration 32Q: 3 clusters Score -1013984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1013994.125000 Penalty: 4488.477539
	Iteration 33Q: 3 clusters Score -1013994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1014001.937500 Penalty: 4488.477539
	Iteration 34Q: 3 clusters Score -1014002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1014007.000000 Penalty: 4488.477539
	Iteration 35Q: 3 clusters Score -1014007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1014015.625000 Penalty: 4488.477539
	Iteration 36Q: 3 clusters Score -1014016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1014020.125000 Penalty: 4488.477539
	Iteration 37Q: 3 clusters Score -1014020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1014021.312500 Penalty: 4488.477539
	Iteration 38Q: 3 clusters Score -1014021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1014022.375000 Penalty: 4488.477539
	Iteration 39Q: 3 clusters Score -1014022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1014024.500000 Penalty: 4488.477539
	Iteration 40F: 3 clusters Score -1014024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1014024.375000 Penalty: 4488.477539
	Iteration 41Q: 3 clusters Score -1014024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1014025.312500 Penalty: 4488.477539
	Iteration 42Q: 3 clusters Score -1014025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1014025.312500 Penalty: 4488.477539
	Iteration 43F: 3 clusters Score -1014025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (56801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Entering Unmasked Estep 
Score: -6741263.000000 Penalty: 2714.932861
	Iteration 0F: 2 clusters Score -6741263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -6702994.000000 Penalty: 5429.865723
	Iteration 0F: 3 clusters Score -6702994 nChanged 26544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -6718293.000000 Penalty: 5429.865723
	Iteration 1F: 3 clusters Score -6718293 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -6719395.000000 Penalty: 5429.865723
	Iteration 2Q: 3 clusters Score -6719395 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -6720731.500000 Penalty: 5429.865723
	Iteration 3Q: 3 clusters Score -6720732 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -6722408.500000 Penalty: 5429.865723
	Iteration 4F: 3 clusters Score -6722408 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -6724282.000000 Penalty: 5429.865723
	Iteration 5F: 3 clusters Score -6724282 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -6726046.500000 Penalty: 5429.865723
	Iteration 6F: 3 clusters Score -6726046 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -6727588.000000 Penalty: 5429.865723
	Iteration 7F: 3 clusters Score -6727588 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -6728827.000000 Penalty: 5429.865723
	Iteration 8Q: 3 clusters Score -6728827 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -6729748.000000 Penalty: 5429.865723
	Iteration 9Q: 3 clusters Score -6729748 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -6730528.000000 Penalty: 5429.865723
	Iteration 10Q: 3 clusters Score -6730528 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -6731189.500000 Penalty: 5429.865723
	Iteration 11Q: 3 clusters Score -6731190 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -6731793.000000 Penalty: 5429.865723
	Iteration 12Q: 3 clusters Score -6731793 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -6732360.500000 Penalty: 5429.865723
	Iteration 13Q: 3 clusters Score -6732360 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -6732821.500000 Penalty: 5429.865723
	Iteration 14Q: 3 clusters Score -6732822 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -6733339.500000 Penalty: 5429.865723
	Iteration 15Q: 3 clusters Score -6733340 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -6733852.500000 Penalty: 5429.865723
	Iteration 16Q: 3 clusters Score -6733852 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -6734343.500000 Penalty: 5429.865723
	Iteration 17Q: 3 clusters Score -6734344 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -6734881.000000 Penalty: 5429.865723
	Iteration 18Q: 3 clusters Score -6734881 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -6735385.000000 Penalty: 5429.865723
	Iteration 19Q: 3 clusters Score -6735385 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -6735765.000000 Penalty: 5429.865723
	Iteration 20F: 3 clusters Score -6735765 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -6736117.000000 Penalty: 5429.865723
	Iteration 21Q: 3 clusters Score -6736117 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -6736475.500000 Penalty: 5429.865723
	Iteration 22Q: 3 clusters Score -6736476 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -6736814.000000 Penalty: 5429.865723
	Iteration 23Q: 3 clusters Score -6736814 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -6737092.000000 Penalty: 5429.865723
	Iteration 24Q: 3 clusters Score -6737092 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -6737381.000000 Penalty: 5429.865723
	Iteration 25Q: 3 clusters Score -6737381 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -6737644.000000 Penalty: 5429.865723
	Iteration 26Q: 3 clusters Score -6737644 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -6737943.500000 Penalty: 5429.865723
	Iteration 27Q: 3 clusters Score -6737944 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -6738317.000000 Penalty: 5429.865723
	Iteration 28Q: 3 clusters Score -6738317 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -6738736.000000 Penalty: 5429.865723
	Iteration 29Q: 3 clusters Score -6738736 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -6739055.500000 Penalty: 5429.865723
	Iteration 30Q: 3 clusters Score -6739056 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -6739298.500000 Penalty: 5429.865723
	Iteration 31Q: 3 clusters Score -6739298 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -6739457.000000 Penalty: 5429.865723
	Iteration 32Q: 3 clusters Score -6739457 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -6739630.000000 Penalty: 5429.865723
	Iteration 33Q: 3 clusters Score -6739630 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -6739756.000000 Penalty: 5429.865723
	Iteration 34Q: 3 clusters Score -6739756 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -6739869.000000 Penalty: 5429.865723
	Iteration 35Q: 3 clusters Score -6739869 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -6739961.500000 Penalty: 5429.865723
	Iteration 36Q: 3 clusters Score -6739962 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -6740049.500000 Penalty: 5429.865723
	Iteration 37Q: 3 clusters Score -6740050 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -6740147.000000 Penalty: 5429.865723
	Iteration 38Q: 3 clusters Score -6740147 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -6740237.000000 Penalty: 5429.865723
	Iteration 39Q: 3 clusters Score -6740237 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -6740262.000000 Penalty: 5429.865723
	Iteration 40F: 3 clusters Score -6740262 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -6740318.000000 Penalty: 5429.865723
	Iteration 41Q: 3 clusters Score -6740318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -6740343.000000 Penalty: 5429.865723
	Iteration 42Q: 3 clusters Score -6740343 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -6740380.500000 Penalty: 5429.865723
	Iteration 43Q: 3 clusters Score -6740380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -6740369.500000 Penalty: 5429.865723
	Iteration 44Q: 3 clusters Score -6740370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -6740400.500000 Penalty: 5429.865723
	Iteration 45Q: 3 clusters Score -6740400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -6740399.000000 Penalty: 5429.865723
	Iteration 46Q: 3 clusters Score -6740399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -6740402.500000 Penalty: 5429.865723
	Iteration 47Q: 3 clusters Score -6740402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -6740417.500000 Penalty: 5429.865723
	Iteration 48Q: 3 clusters Score -6740418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -6740418.000000 Penalty: 5429.865723
	Iteration 49Q: 3 clusters Score -6740418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -6740408.000000 Penalty: 5429.865723
	Iteration 50Q: 3 clusters Score -6740408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -6740415.500000 Penalty: 5429.865723
	Iteration 51Q: 3 clusters Score -6740416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -6740421.000000 Penalty: 5429.865723
	Iteration 52Q: 3 clusters Score -6740421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -6740415.500000 Penalty: 5429.865723
	Iteration 53Q: 3 clusters Score -6740416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -6740425.500000 Penalty: 5429.865723
	Iteration 54Q: 3 clusters Score -6740426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -6740425.500000 Penalty: 5429.865723
	Iteration 55Q: 3 clusters Score -6740426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -6740422.000000 Penalty: 5429.865723
	Iteration 56Q: 3 clusters Score -6740422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -6740419.500000 Penalty: 5429.865723
	Iteration 57Q: 3 clusters Score -6740420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -6740417.000000 Penalty: 5429.865723
	Iteration 58Q: 3 clusters Score -6740417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -6740423.000000 Penalty: 5429.865723
	Iteration 59Q: 3 clusters Score -6740423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -6740429.500000 Penalty: 5429.865723
	Iteration 60F: 3 clusters Score -6740430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -6740430.500000 Penalty: 5429.865723
	Iteration 61Q: 3 clusters Score -6740430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -6740435.000000 Penalty: 5429.865723
	Iteration 62Q: 3 clusters Score -6740435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -6740435.000000 Penalty: 5429.865723
	Iteration 63F: 3 clusters Score -6740435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Entering Unmasked Estep 
Score: -1877905.125000 Penalty: 2395.287598
	Iteration 0F: 2 clusters Score -1877905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1866635.000000 Penalty: 4790.575195
	Iteration 0F: 3 clusters Score -1866635 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1870167.250000 Penalty: 4790.575195
	Iteration 1F: 3 clusters Score -1870167 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1870521.250000 Penalty: 4790.575195
	Iteration 2F: 3 clusters Score -1870521 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1870786.000000 Penalty: 4790.575195
	Iteration 3Q: 3 clusters Score -1870786 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1870980.125000 Penalty: 4790.575195
	Iteration 4Q: 3 clusters Score -1870980 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1871162.000000 Penalty: 4790.575195
	Iteration 5Q: 3 clusters Score -1871162 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1871333.250000 Penalty: 4790.575195
	Iteration 6Q: 3 clusters Score -1871333 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1871533.000000 Penalty: 4790.575195
	Iteration 7Q: 3 clusters Score -1871533 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1871758.750000 Penalty: 4790.575195
	Iteration 8Q: 3 clusters Score -1871759 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1872015.750000 Penalty: 4790.575195
	Iteration 9Q: 3 clusters Score -1872016 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1872328.875000 Penalty: 4790.575195
	Iteration 10Q: 3 clusters Score -1872329 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1872693.375000 Penalty: 4790.575195
	Iteration 11Q: 3 clusters Score -1872693 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1873122.625000 Penalty: 4790.575195
	Iteration 12Q: 3 clusters Score -1873123 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1873620.375000 Penalty: 4790.575195
	Iteration 13Q: 3 clusters Score -1873620 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1874069.500000 Penalty: 4790.575195
	Iteration 14Q: 3 clusters Score -1874070 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1874471.750000 Penalty: 4790.575195
	Iteration 15Q: 3 clusters Score -1874472 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1874763.500000 Penalty: 4790.575195
	Iteration 16Q: 3 clusters Score -1874764 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1874987.125000 Penalty: 4790.575195
	Iteration 17Q: 3 clusters Score -1874987 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1875151.250000 Penalty: 4790.575195
	Iteration 18Q: 3 clusters Score -1875151 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1875253.875000 Penalty: 4790.575195
	Iteration 19Q: 3 clusters Score -1875254 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1875332.000000 Penalty: 4790.575195
	Iteration 20F: 3 clusters Score -1875332 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1875401.000000 Penalty: 4790.575195
	Iteration 21Q: 3 clusters Score -1875401 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1875437.500000 Penalty: 4790.575195
	Iteration 22Q: 3 clusters Score -1875438 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1875475.250000 Penalty: 4790.575195
	Iteration 23Q: 3 clusters Score -1875475 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1875501.625000 Penalty: 4790.575195
	Iteration 24Q: 3 clusters Score -1875502 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1875534.000000 Penalty: 4790.575195
	Iteration 25Q: 3 clusters Score -1875534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1875570.875000 Penalty: 4790.575195
	Iteration 26Q: 3 clusters Score -1875571 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1875603.250000 Penalty: 4790.575195
	Iteration 27Q: 3 clusters Score -1875603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1875630.125000 Penalty: 4790.575195
	Iteration 28Q: 3 clusters Score -1875630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1875644.750000 Penalty: 4790.575195
	Iteration 29Q: 3 clusters Score -1875645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1875657.375000 Penalty: 4790.575195
	Iteration 30Q: 3 clusters Score -1875657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1875671.875000 Penalty: 4790.575195
	Iteration 31Q: 3 clusters Score -1875672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1875690.375000 Penalty: 4790.575195
	Iteration 32Q: 3 clusters Score -1875690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1875701.125000 Penalty: 4790.575195
	Iteration 33Q: 3 clusters Score -1875701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1875707.875000 Penalty: 4790.575195
	Iteration 34Q: 3 clusters Score -1875708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1875720.375000 Penalty: 4790.575195
	Iteration 35Q: 3 clusters Score -1875720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1875728.125000 Penalty: 4790.575195
	Iteration 36Q: 3 clusters Score -1875728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1875739.750000 Penalty: 4790.575195
	Iteration 37Q: 3 clusters Score -1875740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1875743.875000 Penalty: 4790.575195
	Iteration 38Q: 3 clusters Score -1875744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1875750.500000 Penalty: 4790.575195
	Iteration 39Q: 3 clusters Score -1875750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1875759.750000 Penalty: 4790.575195
	Iteration 40F: 3 clusters Score -1875760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1875770.000000 Penalty: 4790.575195
	Iteration 41Q: 3 clusters Score -1875770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1875776.500000 Penalty: 4790.575195
	Iteration 42Q: 3 clusters Score -1875776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1875788.000000 Penalty: 4790.575195
	Iteration 43Q: 3 clusters Score -1875788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1875795.875000 Penalty: 4790.575195
	Iteration 44Q: 3 clusters Score -1875796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1875803.000000 Penalty: 4790.575195
	Iteration 45Q: 3 clusters Score -1875803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1875806.875000 Penalty: 4790.575195
	Iteration 46Q: 3 clusters Score -1875807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1875811.500000 Penalty: 4790.575195
	Iteration 47Q: 3 clusters Score -1875812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1875816.500000 Penalty: 4790.575195
	Iteration 48Q: 3 clusters Score -1875816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1875823.750000 Penalty: 4790.575195
	Iteration 49Q: 3 clusters Score -1875824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1875827.750000 Penalty: 4790.575195
	Iteration 50Q: 3 clusters Score -1875828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1875827.750000 Penalty: 4790.575195
	Iteration 51Q: 3 clusters Score -1875828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1875829.750000 Penalty: 4790.575195
	Iteration 52Q: 3 clusters Score -1875830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1875831.250000 Penalty: 4790.575195
	Iteration 53Q: 3 clusters Score -1875831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1875830.375000 Penalty: 4790.575195
	Iteration 54Q: 3 clusters Score -1875830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1875831.250000 Penalty: 4790.575195
	Iteration 55Q: 3 clusters Score -1875831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1875833.750000 Penalty: 4790.575195
	Iteration 56Q: 3 clusters Score -1875834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1875830.625000 Penalty: 4790.575195
	Iteration 57Q: 3 clusters Score -1875831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1875830.625000 Penalty: 4790.575195
	Iteration 58F: 3 clusters Score -1875831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Entering Unmasked Estep 
Score: -4755949.500000 Penalty: 2636.065186
	Iteration 0F: 2 clusters Score -4755950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -4728139.500000 Penalty: 5272.130371
	Iteration 0F: 3 clusters Score -4728140 nChanged 18699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -4738576.500000 Penalty: 5272.130371
	Iteration 1F: 3 clusters Score -4738576 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4739324.500000 Penalty: 5272.130371
	Iteration 2Q: 3 clusters Score -4739324 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -4740234.500000 Penalty: 5272.130371
	Iteration 3Q: 3 clusters Score -4740234 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -4741344.500000 Penalty: 5272.130371
	Iteration 4Q: 3 clusters Score -4741344 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -4742548.500000 Penalty: 5272.130371
	Iteration 5F: 3 clusters Score -4742548 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4743791.500000 Penalty: 5272.130371
	Iteration 6F: 3 clusters Score -4743792 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4744832.500000 Penalty: 5272.130371
	Iteration 7F: 3 clusters Score -4744832 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4745690.500000 Penalty: 5272.130371
	Iteration 8Q: 3 clusters Score -4745690 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4746347.000000 Penalty: 5272.130371
	Iteration 9Q: 3 clusters Score -4746347 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -4746855.000000 Penalty: 5272.130371
	Iteration 10Q: 3 clusters Score -4746855 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4747294.500000 Penalty: 5272.130371
	Iteration 11Q: 3 clusters Score -4747294 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -4747618.000000 Penalty: 5272.130371
	Iteration 12Q: 3 clusters Score -4747618 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -4747903.500000 Penalty: 5272.130371
	Iteration 13Q: 3 clusters Score -4747904 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -4748212.500000 Penalty: 5272.130371
	Iteration 14Q: 3 clusters Score -4748212 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4748515.000000 Penalty: 5272.130371
	Iteration 15Q: 3 clusters Score -4748515 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -4748829.500000 Penalty: 5272.130371
	Iteration 16Q: 3 clusters Score -4748830 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -4749138.000000 Penalty: 5272.130371
	Iteration 17Q: 3 clusters Score -4749138 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -4749407.500000 Penalty: 5272.130371
	Iteration 18Q: 3 clusters Score -4749408 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -4749647.000000 Penalty: 5272.130371
	Iteration 19Q: 3 clusters Score -4749647 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -4749958.500000 Penalty: 5272.130371
	Iteration 20F: 3 clusters Score -4749958 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -4750259.000000 Penalty: 5272.130371
	Iteration 21Q: 3 clusters Score -4750259 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -4750615.000000 Penalty: 5272.130371
	Iteration 22Q: 3 clusters Score -4750615 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -4750932.500000 Penalty: 5272.130371
	Iteration 23Q: 3 clusters Score -4750932 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -4751239.500000 Penalty: 5272.130371
	Iteration 24Q: 3 clusters Score -4751240 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -4751565.500000 Penalty: 5272.130371
	Iteration 25Q: 3 clusters Score -4751566 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -4751865.500000 Penalty: 5272.130371
	Iteration 26Q: 3 clusters Score -4751866 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -4752147.500000 Penalty: 5272.130371
	Iteration 27Q: 3 clusters Score -4752148 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -4752406.500000 Penalty: 5272.130371
	Iteration 28Q: 3 clusters Score -4752406 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -4752621.500000 Penalty: 5272.130371
	Iteration 29Q: 3 clusters Score -4752622 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -4752808.500000 Penalty: 5272.130371
	Iteration 30Q: 3 clusters Score -4752808 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -4752977.500000 Penalty: 5272.130371
	Iteration 31Q: 3 clusters Score -4752978 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -4753106.000000 Penalty: 5272.130371
	Iteration 32Q: 3 clusters Score -4753106 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -4753219.500000 Penalty: 5272.130371
	Iteration 33Q: 3 clusters Score -4753220 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4753286.500000 Penalty: 5272.130371
	Iteration 34Q: 3 clusters Score -4753286 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4753342.000000 Penalty: 5272.130371
	Iteration 35Q: 3 clusters Score -4753342 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4753395.000000 Penalty: 5272.130371
	Iteration 36Q: 3 clusters Score -4753395 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4753433.000000 Penalty: 5272.130371
	Iteration 37Q: 3 clusters Score -4753433 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4753490.500000 Penalty: 5272.130371
	Iteration 38Q: 3 clusters Score -4753490 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4753539.000000 Penalty: 5272.130371
	Iteration 39Q: 3 clusters Score -4753539 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4753573.000000 Penalty: 5272.130371
	Iteration 40F: 3 clusters Score -4753573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4753599.000000 Penalty: 5272.130371
	Iteration 41Q: 3 clusters Score -4753599 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4753626.500000 Penalty: 5272.130371
	Iteration 42Q: 3 clusters Score -4753626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4753646.000000 Penalty: 5272.130371
	Iteration 43Q: 3 clusters Score -4753646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4753654.500000 Penalty: 5272.130371
	Iteration 44Q: 3 clusters Score -4753654 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4753683.000000 Penalty: 5272.130371
	Iteration 45Q: 3 clusters Score -4753683 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4753707.500000 Penalty: 5272.130371
	Iteration 46Q: 3 clusters Score -4753708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4753731.000000 Penalty: 5272.130371
	Iteration 47Q: 3 clusters Score -4753731 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4753748.500000 Penalty: 5272.130371
	Iteration 48Q: 3 clusters Score -4753748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4753755.500000 Penalty: 5272.130371
	Iteration 49Q: 3 clusters Score -4753756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4753776.500000 Penalty: 5272.130371
	Iteration 50Q: 3 clusters Score -4753776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4753789.500000 Penalty: 5272.130371
	Iteration 51Q: 3 clusters Score -4753790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4753802.500000 Penalty: 5272.130371
	Iteration 52Q: 3 clusters Score -4753802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4753801.500000 Penalty: 5272.130371
	Iteration 53Q: 3 clusters Score -4753802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4753810.000000 Penalty: 5272.130371
	Iteration 54Q: 3 clusters Score -4753810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4753814.500000 Penalty: 5272.130371
	Iteration 55Q: 3 clusters Score -4753814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4753807.500000 Penalty: 5272.130371
	Iteration 56Q: 3 clusters Score -4753808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4753814.000000 Penalty: 5272.130371
	Iteration 57Q: 3 clusters Score -4753814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4753819.000000 Penalty: 5272.130371
	Iteration 58Q: 3 clusters Score -4753819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4753815.000000 Penalty: 5272.130371
	Iteration 59Q: 3 clusters Score -4753815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4753821.500000 Penalty: 5272.130371
	Iteration 60F: 3 clusters Score -4753822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4753827.500000 Penalty: 5272.130371
	Iteration 61Q: 3 clusters Score -4753828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4753831.000000 Penalty: 5272.130371
	Iteration 62Q: 3 clusters Score -4753831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4753835.500000 Penalty: 5272.130371
	Iteration 63Q: 3 clusters Score -4753836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4753834.500000 Penalty: 5272.130371
	Iteration 64Q: 3 clusters Score -4753834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4753839.000000 Penalty: 5272.130371
	Iteration 65Q: 3 clusters Score -4753839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4753839.000000 Penalty: 5272.130371
	Iteration 66Q: 3 clusters Score -4753839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4753838.500000 Penalty: 5272.130371
	Iteration 67Q: 3 clusters Score -4753838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4753842.000000 Penalty: 5272.130371
	Iteration 68Q: 3 clusters Score -4753842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4753836.000000 Penalty: 5272.130371
	Iteration 69Q: 3 clusters Score -4753836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4753838.500000 Penalty: 5272.130371
	Iteration 70Q: 3 clusters Score -4753838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4753840.500000 Penalty: 5272.130371
	Iteration 71Q: 3 clusters Score -4753840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4753843.000000 Penalty: 5272.130371
	Iteration 72Q: 3 clusters Score -4753843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4753847.000000 Penalty: 5272.130371
	Iteration 73Q: 3 clusters Score -4753847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4753848.000000 Penalty: 5272.130371
	Iteration 74Q: 3 clusters Score -4753848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4753848.000000 Penalty: 5272.130371
	Iteration 75F: 3 clusters Score -4753848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Entering Unmasked Estep 
Score: -1292787.000000 Penalty: 2309.643311
	Iteration 0F: 2 clusters Score -1292787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1284408.250000 Penalty: 4619.286621
	Iteration 0F: 3 clusters Score -1284408 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1287015.375000 Penalty: 4619.286621
	Iteration 1F: 3 clusters Score -1287015 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1287376.875000 Penalty: 4619.286621
	Iteration 2F: 3 clusters Score -1287377 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1287654.375000 Penalty: 4619.286621
	Iteration 3F: 3 clusters Score -1287654 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1287880.125000 Penalty: 4619.286621
	Iteration 4Q: 3 clusters Score -1287880 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1288102.625000 Penalty: 4619.286621
	Iteration 5Q: 3 clusters Score -1288103 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1288324.375000 Penalty: 4619.286621
	Iteration 6Q: 3 clusters Score -1288324 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1288568.750000 Penalty: 4619.286621
	Iteration 7Q: 3 clusters Score -1288569 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1288855.875000 Penalty: 4619.286621
	Iteration 8Q: 3 clusters Score -1288856 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1289140.125000 Penalty: 4619.286621
	Iteration 9Q: 3 clusters Score -1289140 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1289420.625000 Penalty: 4619.286621
	Iteration 10Q: 3 clusters Score -1289421 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1289678.000000 Penalty: 4619.286621
	Iteration 11Q: 3 clusters Score -1289678 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1289901.375000 Penalty: 4619.286621
	Iteration 12Q: 3 clusters Score -1289901 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1290068.625000 Penalty: 4619.286621
	Iteration 13Q: 3 clusters Score -1290069 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1290185.000000 Penalty: 4619.286621
	Iteration 14Q: 3 clusters Score -1290185 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1290278.500000 Penalty: 4619.286621
	Iteration 15Q: 3 clusters Score -1290278 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1290351.000000 Penalty: 4619.286621
	Iteration 16Q: 3 clusters Score -1290351 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1290406.750000 Penalty: 4619.286621
	Iteration 17Q: 3 clusters Score -1290407 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1290461.500000 Penalty: 4619.286621
	Iteration 18Q: 3 clusters Score -1290462 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1290503.625000 Penalty: 4619.286621
	Iteration 19Q: 3 clusters Score -1290504 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1290536.125000 Penalty: 4619.286621
	Iteration 20F: 3 clusters Score -1290536 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1290566.375000 Penalty: 4619.286621
	Iteration 21Q: 3 clusters Score -1290566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1290594.125000 Penalty: 4619.286621
	Iteration 22Q: 3 clusters Score -1290594 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1290625.500000 Penalty: 4619.286621
	Iteration 23Q: 3 clusters Score -1290626 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1290650.125000 Penalty: 4619.286621
	Iteration 24Q: 3 clusters Score -1290650 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1290670.000000 Penalty: 4619.286621
	Iteration 25Q: 3 clusters Score -1290670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1290689.125000 Penalty: 4619.286621
	Iteration 26Q: 3 clusters Score -1290689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1290701.750000 Penalty: 4619.286621
	Iteration 27Q: 3 clusters Score -1290702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1290708.375000 Penalty: 4619.286621
	Iteration 28Q: 3 clusters Score -1290708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1290715.875000 Penalty: 4619.286621
	Iteration 29Q: 3 clusters Score -1290716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1290723.250000 Penalty: 4619.286621
	Iteration 30Q: 3 clusters Score -1290723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1290727.875000 Penalty: 4619.286621
	Iteration 31Q: 3 clusters Score -1290728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1290730.625000 Penalty: 4619.286621
	Iteration 32Q: 3 clusters Score -1290731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1290736.500000 Penalty: 4619.286621
	Iteration 33Q: 3 clusters Score -1290736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1290741.750000 Penalty: 4619.286621
	Iteration 34Q: 3 clusters Score -1290742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1290746.250000 Penalty: 4619.286621
	Iteration 35Q: 3 clusters Score -1290746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1290750.750000 Penalty: 4619.286621
	Iteration 36Q: 3 clusters Score -1290751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1290753.375000 Penalty: 4619.286621
	Iteration 37Q: 3 clusters Score -1290753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1290762.250000 Penalty: 4619.286621
	Iteration 38Q: 3 clusters Score -1290762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1290766.000000 Penalty: 4619.286621
	Iteration 39Q: 3 clusters Score -1290766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1290767.000000 Penalty: 4619.286621
	Iteration 40F: 3 clusters Score -1290767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1290769.750000 Penalty: 4619.286621
	Iteration 41Q: 3 clusters Score -1290770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1290780.000000 Penalty: 4619.286621
	Iteration 42Q: 3 clusters Score -1290780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1290779.500000 Penalty: 4619.286621
	Iteration 43Q: 3 clusters Score -1290780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1290786.250000 Penalty: 4619.286621
	Iteration 44Q: 3 clusters Score -1290786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1290789.500000 Penalty: 4619.286621
	Iteration 45Q: 3 clusters Score -1290790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1290794.875000 Penalty: 4619.286621
	Iteration 46Q: 3 clusters Score -1290795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1290803.750000 Penalty: 4619.286621
	Iteration 47Q: 3 clusters Score -1290804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1290804.125000 Penalty: 4619.286621
	Iteration 48Q: 3 clusters Score -1290804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1290814.750000 Penalty: 4619.286621
	Iteration 49Q: 3 clusters Score -1290815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1290820.875000 Penalty: 4619.286621
	Iteration 50Q: 3 clusters Score -1290821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1290822.250000 Penalty: 4619.286621
	Iteration 51Q: 3 clusters Score -1290822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1290822.875000 Penalty: 4619.286621
	Iteration 52Q: 3 clusters Score -1290823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1290829.250000 Penalty: 4619.286621
	Iteration 53Q: 3 clusters Score -1290829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1290835.500000 Penalty: 4619.286621
	Iteration 54Q: 3 clusters Score -1290836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1290838.500000 Penalty: 4619.286621
	Iteration 55Q: 3 clusters Score -1290838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1290839.375000 Penalty: 4619.286621
	Iteration 56Q: 3 clusters Score -1290839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1290839.875000 Penalty: 4619.286621
	Iteration 57Q: 3 clusters Score -1290840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1290840.625000 Penalty: 4619.286621
	Iteration 58Q: 3 clusters Score -1290841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1290842.875000 Penalty: 4619.286621
	Iteration 59Q: 3 clusters Score -1290843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1290854.500000 Penalty: 4619.286621
	Iteration 60F: 3 clusters Score -1290854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1290854.625000 Penalty: 4619.286621
	Iteration 61Q: 3 clusters Score -1290855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1290856.500000 Penalty: 4619.286621
	Iteration 62Q: 3 clusters Score -1290856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1290855.875000 Penalty: 4619.286621
	Iteration 63Q: 3 clusters Score -1290856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1290860.750000 Penalty: 4619.286621
	Iteration 64Q: 3 clusters Score -1290861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1290863.500000 Penalty: 4619.286621
	Iteration 65Q: 3 clusters Score -1290864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1290865.750000 Penalty: 4619.286621
	Iteration 66Q: 3 clusters Score -1290866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1290865.000000 Penalty: 4619.286621
	Iteration 67Q: 3 clusters Score -1290865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1290868.375000 Penalty: 4619.286621
	Iteration 68Q: 3 clusters Score -1290868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1290871.250000 Penalty: 4619.286621
	Iteration 69Q: 3 clusters Score -1290871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1290876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1290877.625000 Penalty: 4619.286621
	Iteration 71Q: 3 clusters Score -1290878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1290883.750000 Penalty: 4619.286621
	Iteration 72Q: 3 clusters Score -1290884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1290887.625000 Penalty: 4619.286621
	Iteration 73Q: 3 clusters Score -1290888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1290889.375000 Penalty: 4619.286621
	Iteration 74Q: 3 clusters Score -1290889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1290894.500000 Penalty: 4619.286621
	Iteration 75Q: 3 clusters Score -1290894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1290899.000000 Penalty: 4619.286621
	Iteration 76Q: 3 clusters Score -1290899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1290899.625000 Penalty: 4619.286621
	Iteration 77Q: 3 clusters Score -1290900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1290897.625000 Penalty: 4619.286621
	Iteration 78Q: 3 clusters Score -1290898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1290901.750000 Penalty: 4619.286621
	Iteration 79Q: 3 clusters Score -1290902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1290901.875000 Penalty: 4619.286621
	Iteration 80F: 3 clusters Score -1290902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1290903.625000 Penalty: 4619.286621
	Iteration 81Q: 3 clusters Score -1290904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1290910.125000 Penalty: 4619.286621
	Iteration 82Q: 3 clusters Score -1290910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1290916.000000 Penalty: 4619.286621
	Iteration 83Q: 3 clusters Score -1290916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1290923.125000 Penalty: 4619.286621
	Iteration 84Q: 3 clusters Score -1290923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1290924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1290932.375000 Penalty: 4619.286621
	Iteration 86Q: 3 clusters Score -1290932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1290937.250000 Penalty: 4619.286621
	Iteration 87Q: 3 clusters Score -1290937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1290938.875000 Penalty: 4619.286621
	Iteration 88Q: 3 clusters Score -1290939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1290946.375000 Penalty: 4619.286621
	Iteration 89Q: 3 clusters Score -1290946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1290951.000000 Penalty: 4619.286621
	Iteration 90Q: 3 clusters Score -1290951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1290956.000000 Penalty: 4619.286621
	Iteration 91Q: 3 clusters Score -1290956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1290963.250000 Penalty: 4619.286621
	Iteration 92Q: 3 clusters Score -1290963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1290969.000000 Penalty: 4619.286621
	Iteration 93Q: 3 clusters Score -1290969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1290975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1290982.000000 Penalty: 4619.286621
	Iteration 95Q: 3 clusters Score -1290982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1290983.625000 Penalty: 4619.286621
	Iteration 96Q: 3 clusters Score -1290984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1290990.875000 Penalty: 4619.286621
	Iteration 97Q: 3 clusters Score -1290991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1290996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1291002.750000 Penalty: 4619.286621
	Iteration 99Q: 3 clusters Score -1291003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1291006.750000 Penalty: 4619.286621
	Iteration 100F: 3 clusters Score -1291007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1291006.625000 Penalty: 4619.286621
	Iteration 101Q: 3 clusters Score -1291007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1291009.500000 Penalty: 4619.286621
	Iteration 102Q: 3 clusters Score -1291010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1291014.750000 Penalty: 4619.286621
	Iteration 103Q: 3 clusters Score -1291015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1291015.625000 Penalty: 4619.286621
	Iteration 104Q: 3 clusters Score -1291016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1291020.875000 Penalty: 4619.286621
	Iteration 105Q: 3 clusters Score -1291021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1291023.625000 Penalty: 4619.286621
	Iteration 106Q: 3 clusters Score -1291024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1291026.375000 Penalty: 4619.286621
	Iteration 107Q: 3 clusters Score -1291026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1291029.750000 Penalty: 4619.286621
	Iteration 108Q: 3 clusters Score -1291030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1291033.375000 Penalty: 4619.286621
	Iteration 109Q: 3 clusters Score -1291033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1291032.500000 Penalty: 4619.286621
	Iteration 110Q: 3 clusters Score -1291032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1291038.125000 Penalty: 4619.286621
	Iteration 111Q: 3 clusters Score -1291038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1291040.000000 Penalty: 4619.286621
	Iteration 112Q: 3 clusters Score -1291040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1291042.250000 Penalty: 4619.286621
	Iteration 113Q: 3 clusters Score -1291042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1291041.000000 Penalty: 4619.286621
	Iteration 114Q: 3 clusters Score -1291041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1291043.875000 Penalty: 4619.286621
	Iteration 115Q: 3 clusters Score -1291044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1291042.250000 Penalty: 4619.286621
	Iteration 116Q: 3 clusters Score -1291042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1291042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1291044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1291045.875000 Penalty: 4619.286621
	Iteration 119Q: 3 clusters Score -1291046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1291045.000000 Penalty: 4619.286621
	Iteration 120F: 3 clusters Score -1291045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1291045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1291050.625000 Penalty: 4619.286621
	Iteration 122Q: 3 clusters Score -1291051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1291053.125000 Penalty: 4619.286621
	Iteration 123Q: 3 clusters Score -1291053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1291055.875000 Penalty: 4619.286621
	Iteration 124Q: 3 clusters Score -1291056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1291064.500000 Penalty: 4619.286621
	Iteration 125Q: 3 clusters Score -1291064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1291070.625000 Penalty: 4619.286621
	Iteration 126Q: 3 clusters Score -1291071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1291075.000000 Penalty: 4619.286621
	Iteration 127Q: 3 clusters Score -1291075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1291079.000000 Penalty: 4619.286621
	Iteration 128Q: 3 clusters Score -1291079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1291086.750000 Penalty: 4619.286621
	Iteration 129Q: 3 clusters Score -1291087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1291092.500000 Penalty: 4619.286621
	Iteration 130Q: 3 clusters Score -1291092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1291100.750000 Penalty: 4619.286621
	Iteration 131Q: 3 clusters Score -1291101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1291104.625000 Penalty: 4619.286621
	Iteration 132Q: 3 clusters Score -1291105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1291114.125000 Penalty: 4619.286621
	Iteration 133Q: 3 clusters Score -1291114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1291114.250000 Penalty: 4619.286621
	Iteration 134Q: 3 clusters Score -1291114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1291121.250000 Penalty: 4619.286621
	Iteration 135Q: 3 clusters Score -1291121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1291127.875000 Penalty: 4619.286621
	Iteration 136Q: 3 clusters Score -1291128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1291135.000000 Penalty: 4619.286621
	Iteration 137Q: 3 clusters Score -1291135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1291136.625000 Penalty: 4619.286621
	Iteration 138Q: 3 clusters Score -1291137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1291139.000000 Penalty: 4619.286621
	Iteration 139Q: 3 clusters Score -1291139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1291140.250000 Penalty: 4619.286621
	Iteration 140F: 3 clusters Score -1291140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1291142.500000 Penalty: 4619.286621
	Iteration 141Q: 3 clusters Score -1291142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1291143.375000 Penalty: 4619.286621
	Iteration 142Q: 3 clusters Score -1291143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1291148.500000 Penalty: 4619.286621
	Iteration 143Q: 3 clusters Score -1291148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1291151.250000 Penalty: 4619.286621
	Iteration 144Q: 3 clusters Score -1291151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1291155.875000 Penalty: 4619.286621
	Iteration 145Q: 3 clusters Score -1291156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1291158.500000 Penalty: 4619.286621
	Iteration 146Q: 3 clusters Score -1291158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1291163.250000 Penalty: 4619.286621
	Iteration 147Q: 3 clusters Score -1291163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1291165.625000 Penalty: 4619.286621
	Iteration 148Q: 3 clusters Score -1291166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1291173.375000 Penalty: 4619.286621
	Iteration 149Q: 3 clusters Score -1291173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1291175.375000 Penalty: 4619.286621
	Iteration 150Q: 3 clusters Score -1291175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1291177.000000 Penalty: 4619.286621
	Iteration 151Q: 3 clusters Score -1291177 nChanged 12
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Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1291178.250000 Penalty: 4619.286621
	Iteration 152Q: 3 clusters Score -1291178 nChanged 8
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Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1291177.875000 Penalty: 4619.286621
	Iteration 153Q: 3 clusters Score -1291178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1291182.000000 Penalty: 4619.286621
	Iteration 154Q: 3 clusters Score -1291182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1291184.750000 Penalty: 4619.286621
	Iteration 155Q: 3 clusters Score -1291185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1291184.625000 Penalty: 4619.286621
	Iteration 156Q: 3 clusters Score -1291185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1291187.250000 Penalty: 4619.286621
	Iteration 157Q: 3 clusters Score -1291187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1291185.625000 Penalty: 4619.286621
	Iteration 158Q: 3 clusters Score -1291186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1291185.500000 Penalty: 4619.286621
	Iteration 159Q: 3 clusters Score -1291186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1291188.500000 Penalty: 4619.286621
	Iteration 160F: 3 clusters Score -1291188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1291190.875000 Penalty: 4619.286621
	Iteration 161Q: 3 clusters Score -1291191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1291188.500000 Penalty: 4619.286621
	Iteration 162Q: 3 clusters Score -1291188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1291188.875000 Penalty: 4619.286621
	Iteration 163Q: 3 clusters Score -1291189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1291191.125000 Penalty: 4619.286621
	Iteration 164Q: 3 clusters Score -1291191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1291192.500000 Penalty: 4619.286621
	Iteration 165Q: 3 clusters Score -1291192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1291192.625000 Penalty: 4619.286621
	Iteration 166Q: 3 clusters Score -1291193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1291191.375000 Penalty: 4619.286621
	Iteration 167Q: 3 clusters Score -1291191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1291191.375000 Penalty: 4619.286621
	Iteration 168F: 3 clusters Score -1291191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (137949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137949 members 
Entering Unmasked Estep 
Score: -16556573.000000 Penalty: 2934.990723
	Iteration 0F: 2 clusters Score -1.655657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -16464619.000000 Penalty: 5869.981445
	Iteration 0F: 3 clusters Score -1.646462e+07 nChanged 65534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -16502380.000000 Penalty: 5869.981445
	Iteration 1F: 3 clusters Score -1.650238e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79068 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -16504008.000000 Penalty: 5869.981445
	Iteration 2Q: 3 clusters Score -1.650401e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85035 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -16507107.000000 Penalty: 5869.981445
	Iteration 3Q: 3 clusters Score -1.650711e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93895 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -16512588.000000 Penalty: 5869.981445
	Iteration 4F: 3 clusters Score -1.651259e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105733 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -16522076.000000 Penalty: 5869.981445
	Iteration 5F: 3 clusters Score -1.652208e+07 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118946 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -16534911.000000 Penalty: 5869.981445
	Iteration 6F: 3 clusters Score -1.653491e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129668 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -16545900.000000 Penalty: 5869.981445
	Iteration 7F: 3 clusters Score -1.65459e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135076 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -16551323.000000 Penalty: 5869.981445
	Iteration 8Q: 3 clusters Score -1.655132e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136939 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -16553033.000000 Penalty: 5869.981445
	Iteration 9Q: 3 clusters Score -1.655303e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137470 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -16553593.000000 Penalty: 5869.981445
	Iteration 10Q: 3 clusters Score -1.655359e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137602 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16553765.000000 Penalty: 5869.981445
	Iteration 11Q: 3 clusters Score -1.655376e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137658 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16553837.000000 Penalty: 5869.981445
	Iteration 12Q: 3 clusters Score -1.655384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137676 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16553873.000000 Penalty: 5869.981445
	Iteration 13Q: 3 clusters Score -1.655387e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137688 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16553891.000000 Penalty: 5869.981445
	Iteration 14Q: 3 clusters Score -1.655389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137697 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16553914.000000 Penalty: 5869.981445
	Iteration 15Q: 3 clusters Score -1.655391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137703 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16553926.000000 Penalty: 5869.981445
	Iteration 16Q: 3 clusters Score -1.655393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137710 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16553937.000000 Penalty: 5869.981445
	Iteration 17Q: 3 clusters Score -1.655394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137713 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16553928.000000 Penalty: 5869.981445
	Iteration 18Q: 3 clusters Score -1.655393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137716 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16553938.000000 Penalty: 5869.981445
	Iteration 19Q: 3 clusters Score -1.655394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137718 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -16553931.000000 Penalty: 5869.981445
	Iteration 20F: 3 clusters Score -1.655393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137719 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16553945.000000 Penalty: 5869.981445
	Iteration 21Q: 3 clusters Score -1.655394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137720 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16553946.000000 Penalty: 5869.981445
	Iteration 22Q: 3 clusters Score -1.655395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137723 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16553954.000000 Penalty: 5869.981445
	Iteration 23Q: 3 clusters Score -1.655395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137726 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16553957.000000 Penalty: 5869.981445
	Iteration 24Q: 3 clusters Score -1.655396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137728 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16553967.000000 Penalty: 5869.981445
	Iteration 25Q: 3 clusters Score -1.655397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137729 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16553964.000000 Penalty: 5869.981445
	Iteration 26Q: 3 clusters Score -1.655396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137729 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16553964.000000 Penalty: 5869.981445
	Iteration 27F: 3 clusters Score -1.655396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -80564.523438 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -80564.52 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 424 members 
Entering Unmasked Estep 
Score: -78846.023438 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -78846.02 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79141.046875 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -79141.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79313.648438 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -79313.65 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79447.359375 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -79447.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79516.468750 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -79516.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -79541.734375 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -79541.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79575.257812 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -79575.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79602.132812 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -79602.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -79616.882812 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -79616.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -79644.335938 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -79644.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -79670.593750 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -79670.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -79697.742188 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -79697.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -79713.523438 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -79713.52 nChanged 8
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: -79722.460938 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -79722.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -79729.085938 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -79729.09 nChanged 2
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: -79731.664062 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -79731.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -79732.484375 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -79732.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -79732.484375 Penalty: 3347.384766
	Iteration 17F: 3 clusters Score -79732.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Entering Unmasked Estep 
Score: -1025812.000000 Penalty: 2254.062988
	Iteration 0F: 2 clusters Score -1025812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1018881.437500 Penalty: 4508.125977
	Iteration 0F: 3 clusters Score -1018881 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1021063.625000 Penalty: 4508.125977
	Iteration 1F: 3 clusters Score -1021064 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1021500.875000 Penalty: 4508.125977
	Iteration 2F: 3 clusters Score -1021501 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1021803.812500 Penalty: 4508.125977
	Iteration 3F: 3 clusters Score -1021804 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1022061.062500 Penalty: 4508.125977
	Iteration 4F: 3 clusters Score -1022061 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1022265.250000 Penalty: 4508.125977
	Iteration 5Q: 3 clusters Score -1022265 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1022460.812500 Penalty: 4508.125977
	Iteration 6Q: 3 clusters Score -1022461 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1022631.687500 Penalty: 4508.125977
	Iteration 7Q: 3 clusters Score -1022632 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1022800.375000 Penalty: 4508.125977
	Iteration 8Q: 3 clusters Score -1022800 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1022965.812500 Penalty: 4508.125977
	Iteration 9Q: 3 clusters Score -1022966 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1023149.125000 Penalty: 4508.125977
	Iteration 10Q: 3 clusters Score -1023149 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1023337.937500 Penalty: 4508.125977
	Iteration 11Q: 3 clusters Score -1023338 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1023534.687500 Penalty: 4508.125977
	Iteration 12Q: 3 clusters Score -1023535 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1023711.812500 Penalty: 4508.125977
	Iteration 13Q: 3 clusters Score -1023712 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1023853.875000 Penalty: 4508.125977
	Iteration 14Q: 3 clusters Score -1023854 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1023979.500000 Penalty: 4508.125977
	Iteration 15Q: 3 clusters Score -1023980 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1024087.437500 Penalty: 4508.125977
	Iteration 16Q: 3 clusters Score -1024087 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1024176.312500 Penalty: 4508.125977
	Iteration 17Q: 3 clusters Score -1024176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1024267.687500 Penalty: 4508.125977
	Iteration 18Q: 3 clusters Score -1024268 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1024339.687500 Penalty: 4508.125977
	Iteration 19Q: 3 clusters Score -1024340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1024389.812500 Penalty: 4508.125977
	Iteration 20F: 3 clusters Score -1024390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1024439.125000 Penalty: 4508.125977
	Iteration 21Q: 3 clusters Score -1024439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1024477.875000 Penalty: 4508.125977
	Iteration 22Q: 3 clusters Score -1024478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1024504.812500 Penalty: 4508.125977
	Iteration 23Q: 3 clusters Score -1024505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1024523.125000 Penalty: 4508.125977
	Iteration 24Q: 3 clusters Score -1024523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1024544.500000 Penalty: 4508.125977
	Iteration 25Q: 3 clusters Score -1024544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1024556.250000 Penalty: 4508.125977
	Iteration 26Q: 3 clusters Score -1024556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1024568.937500 Penalty: 4508.125977
	Iteration 27Q: 3 clusters Score -1024569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1024579.687500 Penalty: 4508.125977
	Iteration 28Q: 3 clusters Score -1024580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1024583.125000 Penalty: 4508.125977
	Iteration 29Q: 3 clusters Score -1024583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1024584.312500 Penalty: 4508.125977
	Iteration 30Q: 3 clusters Score -1024584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1024586.625000 Penalty: 4508.125977
	Iteration 31Q: 3 clusters Score -1024587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1024589.187500 Penalty: 4508.125977
	Iteration 32Q: 3 clusters Score -1024589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1024589.187500 Penalty: 4508.125977
	Iteration 33Q: 3 clusters Score -1024589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1024590.312500 Penalty: 4508.125977
	Iteration 34Q: 3 clusters Score -1024590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1024590.312500 Penalty: 4508.125977
	Iteration 35F: 3 clusters Score -1024590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Entering Unmasked Estep 
Score: -727412.687500 Penalty: 2162.795654
	Iteration 0F: 2 clusters Score -727412.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -722158.000000 Penalty: 4325.591309
	Iteration 0F: 3 clusters Score -722158 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -723464.375000 Penalty: 4325.591309
	Iteration 1F: 3 clusters Score -723464.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -723702.562500 Penalty: 4325.591309
	Iteration 2F: 3 clusters Score -723702.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -723853.125000 Penalty: 4325.591309
	Iteration 3F: 3 clusters Score -723853.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -723947.125000 Penalty: 4325.591309
	Iteration 4Q: 3 clusters Score -723947.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -724016.875000 Penalty: 4325.591309
	Iteration 5Q: 3 clusters Score -724016.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -724077.875000 Penalty: 4325.591309
	Iteration 6Q: 3 clusters Score -724077.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -724136.437500 Penalty: 4325.591309
	Iteration 7Q: 3 clusters Score -724136.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -724191.250000 Penalty: 4325.591309
	Iteration 8Q: 3 clusters Score -724191.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -724245.562500 Penalty: 4325.591309
	Iteration 9Q: 3 clusters Score -724245.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -724299.500000 Penalty: 4325.591309
	Iteration 10Q: 3 clusters Score -724299.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -724355.250000 Penalty: 4325.591309
	Iteration 11Q: 3 clusters Score -724355.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -724414.250000 Penalty: 4325.591309
	Iteration 12Q: 3 clusters Score -724414.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -724458.875000 Penalty: 4325.591309
	Iteration 13Q: 3 clusters Score -724458.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -724505.062500 Penalty: 4325.591309
	Iteration 14Q: 3 clusters Score -724505.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -724559.250000 Penalty: 4325.591309
	Iteration 15Q: 3 clusters Score -724559.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -724624.500000 Penalty: 4325.591309
	Iteration 16Q: 3 clusters Score -724624.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -724689.750000 Penalty: 4325.591309
	Iteration 17Q: 3 clusters Score -724689.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -724751.375000 Penalty: 4325.591309
	Iteration 18Q: 3 clusters Score -724751.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -724821.625000 Penalty: 4325.591309
	Iteration 19Q: 3 clusters Score -724821.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -724887.125000 Penalty: 4325.591309
	Iteration 20F: 3 clusters Score -724887.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -724963.937500 Penalty: 4325.591309
	Iteration 21Q: 3 clusters Score -724963.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -725030.250000 Penalty: 4325.591309
	Iteration 22Q: 3 clusters Score -725030.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -725095.250000 Penalty: 4325.591309
	Iteration 23Q: 3 clusters Score -725095.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -725161.437500 Penalty: 4325.591309
	Iteration 24Q: 3 clusters Score -725161.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -725222.187500 Penalty: 4325.591309
	Iteration 25Q: 3 clusters Score -725222.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -725271.687500 Penalty: 4325.591309
	Iteration 26Q: 3 clusters Score -725271.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -725322.250000 Penalty: 4325.591309
	Iteration 27Q: 3 clusters Score -725322.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -725373.312500 Penalty: 4325.591309
	Iteration 28Q: 3 clusters Score -725373.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -725415.562500 Penalty: 4325.591309
	Iteration 29Q: 3 clusters Score -725415.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -725447.625000 Penalty: 4325.591309
	Iteration 30Q: 3 clusters Score -725447.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -725470.812500 Penalty: 4325.591309
	Iteration 31Q: 3 clusters Score -725470.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -725489.500000 Penalty: 4325.591309
	Iteration 32Q: 3 clusters Score -725489.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -725507.437500 Penalty: 4325.591309
	Iteration 33Q: 3 clusters Score -725507.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -725513.437500 Penalty: 4325.591309
	Iteration 34Q: 3 clusters Score -725513.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -725518.187500 Penalty: 4325.591309
	Iteration 35Q: 3 clusters Score -725518.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -725523.312500 Penalty: 4325.591309
	Iteration 36Q: 3 clusters Score -725523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -725529.312500 Penalty: 4325.591309
	Iteration 37Q: 3 clusters Score -725529.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -725534.875000 Penalty: 4325.591309
	Iteration 38Q: 3 clusters Score -725534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -725537.562500 Penalty: 4325.591309
	Iteration 39Q: 3 clusters Score -725537.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -725541.125000 Penalty: 4325.591309
	Iteration 40F: 3 clusters Score -725541.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -725545.062500 Penalty: 4325.591309
	Iteration 41Q: 3 clusters Score -725545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -725549.437500 Penalty: 4325.591309
	Iteration 42Q: 3 clusters Score -725549.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -725555.437500 Penalty: 4325.591309
	Iteration 43Q: 3 clusters Score -725555.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -725561.625000 Penalty: 4325.591309
	Iteration 44Q: 3 clusters Score -725561.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -725570.875000 Penalty: 4325.591309
	Iteration 45Q: 3 clusters Score -725570.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -725576.875000 Penalty: 4325.591309
	Iteration 46Q: 3 clusters Score -725576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -725582.375000 Penalty: 4325.591309
	Iteration 47Q: 3 clusters Score -725582.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -725583.375000 Penalty: 4325.591309
	Iteration 48Q: 3 clusters Score -725583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -725585.625000 Penalty: 4325.591309
	Iteration 49Q: 3 clusters Score -725585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -725586.375000 Penalty: 4325.591309
	Iteration 50Q: 3 clusters Score -725586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -725588.250000 Penalty: 4325.591309
	Iteration 51Q: 3 clusters Score -725588.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -725592.125000 Penalty: 4325.591309
	Iteration 52Q: 3 clusters Score -725592.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -725595.250000 Penalty: 4325.591309
	Iteration 53Q: 3 clusters Score -725595.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -725599.625000 Penalty: 4325.591309
	Iteration 54Q: 3 clusters Score -725599.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -725604.562500 Penalty: 4325.591309
	Iteration 55Q: 3 clusters Score -725604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -725609.500000 Penalty: 4325.591309
	Iteration 56Q: 3 clusters Score -725609.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -725612.250000 Penalty: 4325.591309
	Iteration 57Q: 3 clusters Score -725612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -725612.375000 Penalty: 4325.591309
	Iteration 58Q: 3 clusters Score -725612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -725614.750000 Penalty: 4325.591309
	Iteration 59Q: 3 clusters Score -725614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -725616.437500 Penalty: 4325.591309
	Iteration 60F: 3 clusters Score -725616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -725621.250000 Penalty: 4325.591309
	Iteration 61Q: 3 clusters Score -725621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -725621.937500 Penalty: 4325.591309
	Iteration 62Q: 3 clusters Score -725621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -725623.812500 Penalty: 4325.591309
	Iteration 63Q: 3 clusters Score -725623.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -725624.062500 Penalty: 4325.591309
	Iteration 64Q: 3 clusters Score -725624.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -725624.625000 Penalty: 4325.591309
	Iteration 65Q: 3 clusters Score -725624.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -725624.625000 Penalty: 4325.591309
	Iteration 66F: 3 clusters Score -725624.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -525642.937500 Penalty: 2083.084717
	Iteration 0F: 2 clusters Score -525642.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -521462.906250 Penalty: 4166.169434
	Iteration 0F: 3 clusters Score -521462.9 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -522430.218750 Penalty: 4166.169434
	Iteration 1F: 3 clusters Score -522430.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -522622.250000 Penalty: 4166.169434
	Iteration 2F: 3 clusters Score -522622.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -522741.093750 Penalty: 4166.169434
	Iteration 3Q: 3 clusters Score -522741.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -522857.562500 Penalty: 4166.169434
	Iteration 4Q: 3 clusters Score -522857.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -522967.968750 Penalty: 4166.169434
	Iteration 5Q: 3 clusters Score -522968 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -523062.062500 Penalty: 4166.169434
	Iteration 6Q: 3 clusters Score -523062.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -523155.406250 Penalty: 4166.169434
	Iteration 7Q: 3 clusters Score -523155.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -523239.562500 Penalty: 4166.169434
	Iteration 8Q: 3 clusters Score -523239.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -523302.312500 Penalty: 4166.169434
	Iteration 9Q: 3 clusters Score -523302.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -523354.687500 Penalty: 4166.169434
	Iteration 10Q: 3 clusters Score -523354.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -523394.218750 Penalty: 4166.169434
	Iteration 11Q: 3 clusters Score -523394.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -523433.000000 Penalty: 4166.169434
	Iteration 12Q: 3 clusters Score -523433 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -523471.406250 Penalty: 4166.169434
	Iteration 13Q: 3 clusters Score -523471.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -523505.062500 Penalty: 4166.169434
	Iteration 14Q: 3 clusters Score -523505.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -523532.187500 Penalty: 4166.169434
	Iteration 15Q: 3 clusters Score -523532.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -523554.375000 Penalty: 4166.169434
	Iteration 16Q: 3 clusters Score -523554.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -523580.656250 Penalty: 4166.169434
	Iteration 17Q: 3 clusters Score -523580.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -523599.625000 Penalty: 4166.169434
	Iteration 18Q: 3 clusters Score -523599.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -523614.343750 Penalty: 4166.169434
	Iteration 19Q: 3 clusters Score -523614.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -523630.375000 Penalty: 4166.169434
	Iteration 20F: 3 clusters Score -523630.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -523642.968750 Penalty: 4166.169434
	Iteration 21Q: 3 clusters Score -523643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -523649.500000 Penalty: 4166.169434
	Iteration 22Q: 3 clusters Score -523649.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -523655.156250 Penalty: 4166.169434
	Iteration 23Q: 3 clusters Score -523655.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -523658.968750 Penalty: 4166.169434
	Iteration 24Q: 3 clusters Score -523659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -523659.843750 Penalty: 4166.169434
	Iteration 25Q: 3 clusters Score -523659.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -523661.687500 Penalty: 4166.169434
	Iteration 26Q: 3 clusters Score -523661.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -523664.875000 Penalty: 4166.169434
	Iteration 27Q: 3 clusters Score -523664.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -523668.156250 Penalty: 4166.169434
	Iteration 28Q: 3 clusters Score -523668.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -523670.343750 Penalty: 4166.169434
	Iteration 29Q: 3 clusters Score -523670.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -523673.093750 Penalty: 4166.169434
	Iteration 30Q: 3 clusters Score -523673.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -523677.062500 Penalty: 4166.169434
	Iteration 31Q: 3 clusters Score -523677.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -523681.812500 Penalty: 4166.169434
	Iteration 32Q: 3 clusters Score -523681.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -523685.406250 Penalty: 4166.169434
	Iteration 33Q: 3 clusters Score -523685.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -523687.406250 Penalty: 4166.169434
	Iteration 34Q: 3 clusters Score -523687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -523689.906250 Penalty: 4166.169434
	Iteration 35Q: 3 clusters Score -523689.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -523691.406250 Penalty: 4166.169434
	Iteration 36Q: 3 clusters Score -523691.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -523696.562500 Penalty: 4166.169434
	Iteration 37Q: 3 clusters Score -523696.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -523702.187500 Penalty: 4166.169434
	Iteration 38Q: 3 clusters Score -523702.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -523707.000000 Penalty: 4166.169434
	Iteration 39Q: 3 clusters Score -523707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -523711.562500 Penalty: 4166.169434
	Iteration 40F: 3 clusters Score -523711.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -523718.968750 Penalty: 4166.169434
	Iteration 41Q: 3 clusters Score -523719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -523725.531250 Penalty: 4166.169434
	Iteration 42Q: 3 clusters Score -523725.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -523733.625000 Penalty: 4166.169434
	Iteration 43Q: 3 clusters Score -523733.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -523740.875000 Penalty: 4166.169434
	Iteration 44Q: 3 clusters Score -523740.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -523752.750000 Penalty: 4166.169434
	Iteration 45Q: 3 clusters Score -523752.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -523759.968750 Penalty: 4166.169434
	Iteration 46Q: 3 clusters Score -523760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -523765.906250 Penalty: 4166.169434
	Iteration 47Q: 3 clusters Score -523765.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -523772.843750 Penalty: 4166.169434
	Iteration 48Q: 3 clusters Score -523772.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -523779.000000 Penalty: 4166.169434
	Iteration 49Q: 3 clusters Score -523779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -523784.312500 Penalty: 4166.169434
	Iteration 50Q: 3 clusters Score -523784.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -523788.875000 Penalty: 4166.169434
	Iteration 51Q: 3 clusters Score -523788.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -523794.343750 Penalty: 4166.169434
	Iteration 52Q: 3 clusters Score -523794.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -523800.656250 Penalty: 4166.169434
	Iteration 53Q: 3 clusters Score -523800.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -523804.437500 Penalty: 4166.169434
	Iteration 54Q: 3 clusters Score -523804.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -523808.593750 Penalty: 4166.169434
	Iteration 55Q: 3 clusters Score -523808.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -523811.906250 Penalty: 4166.169434
	Iteration 56Q: 3 clusters Score -523811.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -523814.375000 Penalty: 4166.169434
	Iteration 57Q: 3 clusters Score -523814.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -523816.625000 Penalty: 4166.169434
	Iteration 58Q: 3 clusters Score -523816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -523816.875000 Penalty: 4166.169434
	Iteration 59Q: 3 clusters Score -523816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -523818.062500 Penalty: 4166.169434
	Iteration 60F: 3 clusters Score -523818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -523818.687500 Penalty: 4166.169434
	Iteration 61Q: 3 clusters Score -523818.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -523820.031250 Penalty: 4166.169434
	Iteration 62Q: 3 clusters Score -523820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -523820.375000 Penalty: 4166.169434
	Iteration 63Q: 3 clusters Score -523820.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -523821.031250 Penalty: 4166.169434
	Iteration 64Q: 3 clusters Score -523821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -523822.750000 Penalty: 4166.169434
	Iteration 65Q: 3 clusters Score -523822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -523825.000000 Penalty: 4166.169434
	Iteration 66Q: 3 clusters Score -523825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -523827.625000 Penalty: 4166.169434
	Iteration 67Q: 3 clusters Score -523827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -523830.406250 Penalty: 4166.169434
	Iteration 68Q: 3 clusters Score -523830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -523829.843750 Penalty: 4166.169434
	Iteration 69Q: 3 clusters Score -523829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -523829.843750 Penalty: 4166.169434
	Iteration 70F: 3 clusters Score -523829.8 nChanged 0
--- Evaluating fit on full set of 4037800 points ---
Entering Unmasked Estep 
Score: -478497152.000000 Penalty: 113171.406250
25->31 Clusters: Score -478497152.000000, best is -478680160.000000

Main iterations: 0 (time per=infms)
Total iterations: 89037 (time per=531.418513ms)
Iterations metric 2: 6943764119552.000000 (time per=6.814159ns)
Iterations metric 3: 208287056265216.000000 (time per=227.166829ps)

That took 47315.910156 seconds.
